warning: commands will be executed using /bin/sh
job 2472 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
ElecNo	1
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 4835620 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1611873 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 84602 members 
Mstep: Class 3 contains 84998 members 
Mstep: Class 4 contains 84676 members 
Mstep: Class 5 contains 84981 members 
Mstep: Class 6 contains 84911 members 
Mstep: Class 7 contains 85440 members 
Mstep: Class 8 contains 84636 members 
Mstep: Class 9 contains 84881 members 
Mstep: Class 10 contains 84823 members 
Mstep: Class 11 contains 84679 members 
Mstep: Class 12 contains 84631 members 
Mstep: Class 13 contains 85532 members 
Mstep: Class 14 contains 84664 members 
Mstep: Class 15 contains 84932 members 
Mstep: Class 16 contains 85149 members 
Mstep: Class 17 contains 84541 members 
Mstep: Class 18 contains 84875 members 
Mstep: Class 19 contains 84251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 866.707886 but Gain 3544.640625
Score: -188311184.000000 Penalty: 63803.539062
Iteration 0F: 19 clusters Score -1.883112e+08 nChanged 1523149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2411 members 
Mstep: Class 1 contains 90967 members 
Mstep: Class 2 contains 81284 members 
Mstep: Class 3 contains 33235 members 
Mstep: Class 4 contains 181916 members 
Mstep: Class 5 contains 74804 members 
Mstep: Class 6 contains 163099 members 
Mstep: Class 8 contains 25221 members 
Mstep: Class 9 contains 130295 members 
Mstep: Class 10 contains 66376 members 
Mstep: Class 11 contains 45411 members 
Mstep: Class 12 contains 76579 members 
Mstep: Class 13 contains 45020 members 
Mstep: Class 14 contains 88473 members 
Mstep: Class 15 contains 142555 members 
Mstep: Class 16 contains 91710 members 
Mstep: Class 17 contains 150709 members 
Mstep: Class 18 contains 96649 members 
Mstep: Class 19 contains 25159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192142704.000000 Penalty: 63803.539062
Iteration 1F: 19 clusters Score -1.921427e+08 nChanged 499884
Entering Unmasked Mstep 
Mstep: Class 0 contains 2337 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 77812 members 
Mstep: Class 3 contains 22614 members 
Mstep: Class 4 contains 214742 members 
Mstep: Class 5 contains 63524 members 
Mstep: Class 6 contains 234010 members 
Mstep: Class 8 contains 18303 members 
Mstep: Class 9 contains 134020 members 
Mstep: Class 10 contains 59223 members 
Mstep: Class 11 contains 32390 members 
Mstep: Class 12 contains 46768 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 14 contains 84863 members 
Mstep: Class 15 contains 136225 members 
Mstep: Class 16 contains 90995 members 
Mstep: Class 17 contains 149651 members 
Mstep: Class 18 contains 102812 members 
Mstep: Class 19 contains 16244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192693072.000000 Penalty: 63803.539062
Iteration 2F: 19 clusters Score -1.926931e+08 nChanged 383274
Entering Unmasked Mstep 
Mstep: Class 0 contains 2226 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 70826 members 
Mstep: Class 3 contains 15213 members 
Mstep: Class 4 contains 249220 members 
Mstep: Class 5 contains 57838 members 
Mstep: Class 6 contains 269179 members 
Mstep: Class 8 contains 13481 members 
Mstep: Class 9 contains 162317 members 
Mstep: Class 10 contains 49378 members 
Mstep: Class 11 contains 22027 members 
Mstep: Class 12 contains 24372 members 
Mstep: Class 13 contains 17447 members 
Mstep: Class 14 contains 71771 members 
Mstep: Class 15 contains 129503 members 
Mstep: Class 16 contains 86675 members 
Mstep: Class 17 contains 151729 members 
Mstep: Class 18 contains 106290 members 
Mstep: Class 19 contains 10199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192984720.000000 Penalty: 63803.539062
Iteration 3F: 19 clusters Score -1.929847e+08 nChanged 302631
Entering Unmasked Mstep 
Mstep: Class 0 contains 2087 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 64904 members 
Mstep: Class 3 contains 10034 members 
Mstep: Class 4 contains 289524 members 
Mstep: Class 5 contains 54532 members 
Mstep: Class 6 contains 254953 members 
Mstep: Class 8 contains 10269 members 
Mstep: Class 9 contains 186038 members 
Mstep: Class 10 contains 41326 members 
Mstep: Class 11 contains 14983 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 12272 members 
Mstep: Class 14 contains 58532 members 
Mstep: Class 15 contains 127945 members 
Mstep: Class 16 contains 84312 members 
Mstep: Class 17 contains 158037 members 
Mstep: Class 18 contains 112157 members 
Mstep: Class 19 contains 6437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193254816.000000 Penalty: 63803.539062
Iteration 4F: 19 clusters Score -1.932548e+08 nChanged 247114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1331 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 64190 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 322839 members 
Mstep: Class 5 contains 51456 members 
Mstep: Class 6 contains 222250 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 202509 members 
Mstep: Class 10 contains 34313 members 
Mstep: Class 11 contains 10300 members 
Mstep: Class 12 contains 12299 members 
Mstep: Class 13 contains 9206 members 
Mstep: Class 14 contains 46897 members 
Mstep: Class 15 contains 127651 members 
Mstep: Class 16 contains 82896 members 
Mstep: Class 17 contains 166111 members 
Mstep: Class 18 contains 118377 members 
Mstep: Class 19 contains 4261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3464.615479 but Gain 3544.640625
Score: -193539392.000000 Penalty: 60258.898438
Iteration 5F: 18 clusters Score -1.935394e+08 nChanged 217008
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 133003 members 
Mstep: Class 2 contains 68579 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 338204 members 
Mstep: Class 5 contains 49045 members 
Mstep: Class 6 contains 193201 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 216453 members 
Mstep: Class 10 contains 28248 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 36583 members 
Mstep: Class 15 contains 129575 members 
Mstep: Class 16 contains 82320 members 
Mstep: Class 17 contains 174628 members 
Mstep: Class 18 contains 123863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3122.290039 but Gain 3544.640625
Score: -193731152.000000 Penalty: 56714.257812
Iteration 6F: 17 clusters Score -1.937312e+08 nChanged 186389
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 148280 members 
Mstep: Class 2 contains 75061 members 
Mstep: Class 4 contains 328048 members 
Mstep: Class 5 contains 47548 members 
Mstep: Class 6 contains 177633 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 227360 members 
Mstep: Class 10 contains 22831 members 
Mstep: Class 11 contains 5009 members 
Mstep: Class 12 contains 8548 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 26531 members 
Mstep: Class 15 contains 133359 members 
Mstep: Class 16 contains 82962 members 
Mstep: Class 17 contains 185527 members 
Mstep: Class 18 contains 128884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193867440.000000 Penalty: 56714.257812
Iteration 7F: 17 clusters Score -1.938674e+08 nChanged 166090
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 166231 members 
Mstep: Class 2 contains 82365 members 
Mstep: Class 4 contains 302838 members 
Mstep: Class 5 contains 47883 members 
Mstep: Class 6 contains 166129 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 231353 members 
Mstep: Class 10 contains 18134 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 17216 members 
Mstep: Class 15 contains 136902 members 
Mstep: Class 16 contains 84857 members 
Mstep: Class 17 contains 199655 members 
Mstep: Class 18 contains 134073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2567.238525 but Gain 3544.640625
Score: -193958048.000000 Penalty: 53169.617188
Iteration 8F: 16 clusters Score -1.93958e+08 nChanged 168540
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 190077 members 
Mstep: Class 2 contains 90218 members 
Mstep: Class 4 contains 262088 members 
Mstep: Class 5 contains 49764 members 
Mstep: Class 6 contains 156863 members 
Mstep: Class 8 contains 7993 members 
Mstep: Class 9 contains 231561 members 
Mstep: Class 10 contains 14207 members 
Mstep: Class 12 contains 6445 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 141878 members 
Mstep: Class 16 contains 88263 members 
Mstep: Class 17 contains 215356 members 
Mstep: Class 18 contains 140770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194045136.000000 Penalty: 53169.617188
Iteration 9F: 16 clusters Score -1.940451e+08 nChanged 156113
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 212149 members 
Mstep: Class 2 contains 97703 members 
Mstep: Class 4 contains 217041 members 
Mstep: Class 5 contains 51871 members 
Mstep: Class 6 contains 154250 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 229689 members 
Mstep: Class 10 contains 10993 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 146898 members 
Mstep: Class 16 contains 91822 members 
Mstep: Class 17 contains 223285 members 
Mstep: Class 18 contains 148850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194102000.000000 Penalty: 53169.617188
Iteration 10F: 16 clusters Score -1.94102e+08 nChanged 136702
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 225542 members 
Mstep: Class 2 contains 104826 members 
Mstep: Class 4 contains 179957 members 
Mstep: Class 5 contains 54427 members 
Mstep: Class 6 contains 156149 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 226393 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 12 contains 5599 members 
Mstep: Class 13 contains 4822 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 151704 members 
Mstep: Class 16 contains 96634 members 
Mstep: Class 17 contains 221224 members 
Mstep: Class 18 contains 160127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194144256.000000 Penalty: 53169.617188
Iteration 11F: 16 clusters Score -1.941443e+08 nChanged 113254
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 228476 members 
Mstep: Class 2 contains 111385 members 
Mstep: Class 4 contains 158151 members 
Mstep: Class 5 contains 57274 members 
Mstep: Class 6 contains 158994 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 221594 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 5090 members 
Mstep: Class 14 contains 7006 members 
Mstep: Class 15 contains 154686 members 
Mstep: Class 16 contains 101917 members 
Mstep: Class 17 contains 210008 members 
Mstep: Class 18 contains 176174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194183440.000000 Penalty: 53169.617188
Iteration 12F: 16 clusters Score -1.941834e+08 nChanged 100836
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 225351 members 
Mstep: Class 2 contains 117492 members 
Mstep: Class 4 contains 145054 members 
Mstep: Class 5 contains 60274 members 
Mstep: Class 6 contains 161396 members 
Mstep: Class 8 contains 8853 members 
Mstep: Class 9 contains 215214 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 12 contains 5221 members 
Mstep: Class 13 contains 5545 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 155492 members 
Mstep: Class 16 contains 107455 members 
Mstep: Class 17 contains 193879 members 
Mstep: Class 18 contains 197813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194220032.000000 Penalty: 53169.617188
Iteration 13F: 16 clusters Score -1.9422e+08 nChanged 96769
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 219121 members 
Mstep: Class 2 contains 123029 members 
Mstep: Class 4 contains 137289 members 
Mstep: Class 5 contains 63309 members 
Mstep: Class 6 contains 161916 members 
Mstep: Class 8 contains 9005 members 
Mstep: Class 9 contains 207483 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 6173 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 154422 members 
Mstep: Class 16 contains 113030 members 
Mstep: Class 17 contains 176237 members 
Mstep: Class 18 contains 223834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194246768.000000 Penalty: 53169.617188
Iteration 14F: 16 clusters Score -1.942468e+08 nChanged 96430
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 211233 members 
Mstep: Class 2 contains 128880 members 
Mstep: Class 4 contains 130358 members 
Mstep: Class 5 contains 66491 members 
Mstep: Class 6 contains 160830 members 
Mstep: Class 8 contains 9041 members 
Mstep: Class 9 contains 199285 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 12 contains 5200 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 6626 members 
Mstep: Class 15 contains 152648 members 
Mstep: Class 16 contains 119543 members 
Mstep: Class 17 contains 157753 members 
Mstep: Class 18 contains 252601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194271296.000000 Penalty: 53169.617188
Iteration 15F: 16 clusters Score -1.942713e+08 nChanged 93274
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 203403 members 
Mstep: Class 2 contains 134736 members 
Mstep: Class 4 contains 123806 members 
Mstep: Class 5 contains 69608 members 
Mstep: Class 6 contains 159190 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 190841 members 
Mstep: Class 10 contains 4182 members 
Mstep: Class 12 contains 5212 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 151396 members 
Mstep: Class 16 contains 126945 members 
Mstep: Class 17 contains 141037 members 
Mstep: Class 18 contains 278629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194285936.000000 Penalty: 53169.617188
Iteration 16F: 16 clusters Score -1.942859e+08 nChanged 86651
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 196252 members 
Mstep: Class 2 contains 140206 members 
Mstep: Class 4 contains 117824 members 
Mstep: Class 5 contains 72881 members 
Mstep: Class 6 contains 158312 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 182852 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 12 contains 5101 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 6518 members 
Mstep: Class 15 contains 150647 members 
Mstep: Class 16 contains 135287 members 
Mstep: Class 17 contains 127541 members 
Mstep: Class 18 contains 297774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194295520.000000 Penalty: 53169.617188
Iteration 17F: 16 clusters Score -1.942955e+08 nChanged 83696
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 145764 members 
Mstep: Class 4 contains 111923 members 
Mstep: Class 5 contains 76296 members 
Mstep: Class 6 contains 158536 members 
Mstep: Class 8 contains 8829 members 
Mstep: Class 9 contains 175269 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 8238 members 
Mstep: Class 14 contains 6506 members 
Mstep: Class 15 contains 150284 members 
Mstep: Class 16 contains 143956 members 
Mstep: Class 17 contains 111796 members 
Mstep: Class 18 contains 315392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194314192.000000 Penalty: 53169.617188
Iteration 18F: 16 clusters Score -1.943142e+08 nChanged 84410
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 185632 members 
Mstep: Class 2 contains 151198 members 
Mstep: Class 4 contains 104712 members 
Mstep: Class 5 contains 79563 members 
Mstep: Class 6 contains 160126 members 
Mstep: Class 8 contains 8780 members 
Mstep: Class 9 contains 167487 members 
Mstep: Class 10 contains 3899 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 8683 members 
Mstep: Class 14 contains 6498 members 
Mstep: Class 15 contains 149688 members 
Mstep: Class 16 contains 152730 members 
Mstep: Class 17 contains 93393 members 
Mstep: Class 18 contains 334711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194314336.000000 Penalty: 53169.617188
Iteration 19F: 16 clusters Score -1.943143e+08 nChanged 83292
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 157259 members 
Mstep: Class 4 contains 97342 members 
Mstep: Class 5 contains 82721 members 
Mstep: Class 6 contains 162502 members 
Mstep: Class 8 contains 8755 members 
Mstep: Class 9 contains 160979 members 
Mstep: Class 10 contains 3895 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 9157 members 
Mstep: Class 14 contains 6474 members 
Mstep: Class 15 contains 149057 members 
Mstep: Class 16 contains 163177 members 
Mstep: Class 17 contains 78443 members 
Mstep: Class 18 contains 344389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194314336.000000 Penalty: 53169.617188
Iteration 20F: 16 clusters Score -1.943143e+08 nChanged 76067
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 181186 members 
Mstep: Class 2 contains 165201 members 
Mstep: Class 4 contains 90784 members 
Mstep: Class 5 contains 86254 members 
Mstep: Class 6 contains 163512 members 
Mstep: Class 8 contains 8799 members 
Mstep: Class 9 contains 155546 members 
Mstep: Class 10 contains 3863 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 9649 members 
Mstep: Class 14 contains 6473 members 
Mstep: Class 15 contains 148589 members 
Mstep: Class 16 contains 176963 members 
Mstep: Class 17 contains 69750 members 
Mstep: Class 18 contains 340826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194327856.000000 Penalty: 53169.617188
Iteration 21Q: 16 clusters Score -1.943279e+08 nChanged 71557
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 174439 members 
Mstep: Class 4 contains 84206 members 
Mstep: Class 5 contains 89699 members 
Mstep: Class 6 contains 161659 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 149608 members 
Mstep: Class 10 contains 3794 members 
Mstep: Class 12 contains 4340 members 
Mstep: Class 13 contains 10243 members 
Mstep: Class 14 contains 6472 members 
Mstep: Class 15 contains 148851 members 
Mstep: Class 16 contains 193008 members 
Mstep: Class 17 contains 63531 members 
Mstep: Class 18 contains 334756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194345552.000000 Penalty: 53169.617188
Iteration 22Q: 16 clusters Score -1.943456e+08 nChanged 70753
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 175154 members 
Mstep: Class 2 contains 184123 members 
Mstep: Class 4 contains 77339 members 
Mstep: Class 5 contains 93043 members 
Mstep: Class 6 contains 158137 members 
Mstep: Class 8 contains 8822 members 
Mstep: Class 9 contains 143180 members 
Mstep: Class 10 contains 3726 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 10895 members 
Mstep: Class 14 contains 6490 members 
Mstep: Class 15 contains 150635 members 
Mstep: Class 16 contains 207952 members 
Mstep: Class 17 contains 58230 members 
Mstep: Class 18 contains 329868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194358112.000000 Penalty: 53169.617188
Iteration 23Q: 16 clusters Score -1.943581e+08 nChanged 70025
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 193722 members 
Mstep: Class 4 contains 70681 members 
Mstep: Class 5 contains 96305 members 
Mstep: Class 6 contains 154180 members 
Mstep: Class 8 contains 8756 members 
Mstep: Class 9 contains 136791 members 
Mstep: Class 10 contains 3711 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 11512 members 
Mstep: Class 14 contains 6512 members 
Mstep: Class 15 contains 154266 members 
Mstep: Class 16 contains 218893 members 
Mstep: Class 17 contains 53544 members 
Mstep: Class 18 contains 326270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194370176.000000 Penalty: 53169.617188
Iteration 24Q: 16 clusters Score -1.943702e+08 nChanged 65908
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 201872 members 
Mstep: Class 4 contains 64934 members 
Mstep: Class 5 contains 99509 members 
Mstep: Class 6 contains 152330 members 
Mstep: Class 8 contains 8623 members 
Mstep: Class 9 contains 130692 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 12004 members 
Mstep: Class 14 contains 6515 members 
Mstep: Class 15 contains 159728 members 
Mstep: Class 16 contains 222649 members 
Mstep: Class 17 contains 49604 members 
Mstep: Class 18 contains 324337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194381792.000000 Penalty: 53169.617188
Iteration 25Q: 16 clusters Score -1.943818e+08 nChanged 59799
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 208425 members 
Mstep: Class 4 contains 59879 members 
Mstep: Class 5 contains 102806 members 
Mstep: Class 6 contains 153039 members 
Mstep: Class 8 contains 8375 members 
Mstep: Class 9 contains 125115 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 6525 members 
Mstep: Class 15 contains 166352 members 
Mstep: Class 16 contains 220625 members 
Mstep: Class 17 contains 46350 members 
Mstep: Class 18 contains 323001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194392304.000000 Penalty: 53169.617188
Iteration 26Q: 16 clusters Score -1.943923e+08 nChanged 53195
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 171612 members 
Mstep: Class 2 contains 213093 members 
Mstep: Class 4 contains 55240 members 
Mstep: Class 5 contains 106138 members 
Mstep: Class 6 contains 155372 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 120337 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 12 contains 4339 members 
Mstep: Class 13 contains 12423 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 174056 members 
Mstep: Class 16 contains 214955 members 
Mstep: Class 17 contains 43696 members 
Mstep: Class 18 contains 322018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194404128.000000 Penalty: 53169.617188
Iteration 27Q: 16 clusters Score -1.944041e+08 nChanged 47583
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 172965 members 
Mstep: Class 2 contains 215244 members 
Mstep: Class 4 contains 50873 members 
Mstep: Class 5 contains 109466 members 
Mstep: Class 6 contains 158751 members 
Mstep: Class 8 contains 7816 members 
Mstep: Class 9 contains 116252 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 12478 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 182671 members 
Mstep: Class 16 contains 207664 members 
Mstep: Class 17 contains 41660 members 
Mstep: Class 18 contains 321097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194415280.000000 Penalty: 53169.617188
Iteration 28Q: 16 clusters Score -1.944153e+08 nChanged 43526
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 174361 members 
Mstep: Class 2 contains 215243 members 
Mstep: Class 4 contains 46643 members 
Mstep: Class 5 contains 112821 members 
Mstep: Class 6 contains 162771 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 112768 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 12482 members 
Mstep: Class 14 contains 6543 members 
Mstep: Class 15 contains 191942 members 
Mstep: Class 16 contains 200043 members 
Mstep: Class 17 contains 40041 members 
Mstep: Class 18 contains 320197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194425248.000000 Penalty: 53169.617188
Iteration 29Q: 16 clusters Score -1.944252e+08 nChanged 40442
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 175889 members 
Mstep: Class 2 contains 213586 members 
Mstep: Class 4 contains 42477 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 167149 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 109859 members 
Mstep: Class 10 contains 4079 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 12450 members 
Mstep: Class 14 contains 6544 members 
Mstep: Class 15 contains 201169 members 
Mstep: Class 16 contains 192843 members 
Mstep: Class 17 contains 38808 members 
Mstep: Class 18 contains 319180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194434192.000000 Penalty: 53169.617188
Iteration 30Q: 16 clusters Score -1.944342e+08 nChanged 37991
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 210852 members 
Mstep: Class 4 contains 38510 members 
Mstep: Class 5 contains 119571 members 
Mstep: Class 6 contains 171548 members 
Mstep: Class 8 contains 6831 members 
Mstep: Class 9 contains 107472 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 12 contains 4488 members 
Mstep: Class 13 contains 12419 members 
Mstep: Class 14 contains 6532 members 
Mstep: Class 15 contains 209912 members 
Mstep: Class 16 contains 186265 members 
Mstep: Class 17 contains 37810 members 
Mstep: Class 18 contains 318216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194441264.000000 Penalty: 53169.617188
Iteration 31Q: 16 clusters Score -1.944413e+08 nChanged 36103
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 178460 members 
Mstep: Class 2 contains 207667 members 
Mstep: Class 4 contains 34763 members 
Mstep: Class 5 contains 122927 members 
Mstep: Class 6 contains 175767 members 
Mstep: Class 8 contains 6507 members 
Mstep: Class 9 contains 105390 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 12 contains 4514 members 
Mstep: Class 13 contains 12365 members 
Mstep: Class 14 contains 6526 members 
Mstep: Class 15 contains 218138 members 
Mstep: Class 16 contains 180390 members 
Mstep: Class 17 contains 36984 members 
Mstep: Class 18 contains 317333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194446928.000000 Penalty: 53169.617188
Iteration 32Q: 16 clusters Score -1.944469e+08 nChanged 34119
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 179405 members 
Mstep: Class 2 contains 204421 members 
Mstep: Class 4 contains 31343 members 
Mstep: Class 5 contains 126248 members 
Mstep: Class 6 contains 179121 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 103663 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 12 contains 4548 members 
Mstep: Class 13 contains 12332 members 
Mstep: Class 14 contains 6533 members 
Mstep: Class 15 contains 225517 members 
Mstep: Class 16 contains 175846 members 
Mstep: Class 17 contains 36321 members 
Mstep: Class 18 contains 316243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194453456.000000 Penalty: 53169.617188
Iteration 33Q: 16 clusters Score -1.944535e+08 nChanged 32151
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 180195 members 
Mstep: Class 2 contains 201430 members 
Mstep: Class 4 contains 28134 members 
Mstep: Class 5 contains 129491 members 
Mstep: Class 6 contains 181864 members 
Mstep: Class 8 contains 5930 members 
Mstep: Class 9 contains 102228 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 6541 members 
Mstep: Class 15 contains 231390 members 
Mstep: Class 16 contains 172626 members 
Mstep: Class 17 contains 35868 members 
Mstep: Class 18 contains 315173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194459552.000000 Penalty: 53169.617188
Iteration 34Q: 16 clusters Score -1.944596e+08 nChanged 30228
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 180915 members 
Mstep: Class 2 contains 198728 members 
Mstep: Class 4 contains 25320 members 
Mstep: Class 5 contains 132694 members 
Mstep: Class 6 contains 183997 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 101027 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 12 contains 4602 members 
Mstep: Class 13 contains 12214 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 235485 members 
Mstep: Class 16 contains 170699 members 
Mstep: Class 17 contains 35512 members 
Mstep: Class 18 contains 314315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194464624.000000 Penalty: 53169.617188
Iteration 35Q: 16 clusters Score -1.944646e+08 nChanged 28549
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 181596 members 
Mstep: Class 2 contains 196584 members 
Mstep: Class 4 contains 22779 members 
Mstep: Class 5 contains 135992 members 
Mstep: Class 6 contains 185282 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 99965 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 12 contains 4618 members 
Mstep: Class 13 contains 12155 members 
Mstep: Class 14 contains 6543 members 
Mstep: Class 15 contains 237913 members 
Mstep: Class 16 contains 170050 members 
Mstep: Class 17 contains 35150 members 
Mstep: Class 18 contains 313608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194469984.000000 Penalty: 53169.617188
Iteration 36Q: 16 clusters Score -1.9447e+08 nChanged 26704
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182150 members 
Mstep: Class 2 contains 194990 members 
Mstep: Class 4 contains 20655 members 
Mstep: Class 5 contains 139352 members 
Mstep: Class 6 contains 185867 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 99042 members 
Mstep: Class 10 contains 4192 members 
Mstep: Class 12 contains 4630 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 6555 members 
Mstep: Class 15 contains 238626 members 
Mstep: Class 16 contains 170532 members 
Mstep: Class 17 contains 34863 members 
Mstep: Class 18 contains 312988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194475216.000000 Penalty: 53169.617188
Iteration 37Q: 16 clusters Score -1.944752e+08 nChanged 24981
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182597 members 
Mstep: Class 2 contains 193802 members 
Mstep: Class 4 contains 18903 members 
Mstep: Class 5 contains 142772 members 
Mstep: Class 6 contains 186045 members 
Mstep: Class 8 contains 5141 members 
Mstep: Class 9 contains 98205 members 
Mstep: Class 10 contains 4216 members 
Mstep: Class 12 contains 4650 members 
Mstep: Class 13 contains 12108 members 
Mstep: Class 14 contains 6554 members 
Mstep: Class 15 contains 237893 members 
Mstep: Class 16 contains 171848 members 
Mstep: Class 17 contains 34601 members 
Mstep: Class 18 contains 312504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194479648.000000 Penalty: 53169.617188
Iteration 38Q: 16 clusters Score -1.944796e+08 nChanged 22896
Entering ConstructFrom: 
Score: -194479648.000000 Penalty: 53169.617188
Entering ConstructFrom: 
Trying to split cluster 1 (182947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Entering Unmasked Estep 
Score: -22585254.000000 Penalty: 3005.004150
	Iteration 0F: 2 clusters Score -2.258525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -22469928.000000 Penalty: 6010.008301
	Iteration 0F: 3 clusters Score -2.246993e+07 nChanged 87914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -22521430.000000 Penalty: 6010.008301
	Iteration 1F: 3 clusters Score -2.252143e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 103111 members 
Entering Unmasked Estep 
Score: -22523084.000000 Penalty: 6010.008301
	Iteration 2Q: 3 clusters Score -2.252308e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 110232 members 
Entering Unmasked Estep 
Score: -22526710.000000 Penalty: 6010.008301
	Iteration 3Q: 3 clusters Score -2.252671e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 120710 members 
Entering Unmasked Estep 
Score: -22533044.000000 Penalty: 6010.008301
	Iteration 4F: 3 clusters Score -2.253304e+07 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -22543546.000000 Penalty: 6010.008301
	Iteration 5F: 3 clusters Score -2.254355e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -22559078.000000 Penalty: 6010.008301
	Iteration 6F: 3 clusters Score -2.255908e+07 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -22571974.000000 Penalty: 6010.008301
	Iteration 7F: 3 clusters Score -2.257197e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 177415 members 
Entering Unmasked Estep 
Score: -22578930.000000 Penalty: 6010.008301
	Iteration 8F: 3 clusters Score -2.257893e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 181190 members 
Entering Unmasked Estep 
Score: -22581448.000000 Penalty: 6010.008301
	Iteration 9Q: 3 clusters Score -2.258145e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 182296 members 
Entering Unmasked Estep 
Score: -22582152.000000 Penalty: 6010.008301
	Iteration 10Q: 3 clusters Score -2.258215e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 182592 members 
Entering Unmasked Estep 
Score: -22582450.000000 Penalty: 6010.008301
	Iteration 11Q: 3 clusters Score -2.258245e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182660 members 
Entering Unmasked Estep 
Score: -22582566.000000 Penalty: 6010.008301
	Iteration 12Q: 3 clusters Score -2.258257e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 182690 members 
Entering Unmasked Estep 
Score: -22582624.000000 Penalty: 6010.008301
	Iteration 13Q: 3 clusters Score -2.258262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 182698 members 
Entering Unmasked Estep 
Score: -22582664.000000 Penalty: 6010.008301
	Iteration 14Q: 3 clusters Score -2.258266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 182708 members 
Entering Unmasked Estep 
Score: -22582676.000000 Penalty: 6010.008301
	Iteration 15Q: 3 clusters Score -2.258268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 182710 members 
Entering Unmasked Estep 
Score: -22582702.000000 Penalty: 6010.008301
	Iteration 16Q: 3 clusters Score -2.25827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -22582720.000000 Penalty: 6010.008301
	Iteration 17Q: 3 clusters Score -2.258272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182711 members 
Entering Unmasked Estep 
Score: -22582734.000000 Penalty: 6010.008301
	Iteration 18Q: 3 clusters Score -2.258273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 182712 members 
Entering Unmasked Estep 
Score: -22582738.000000 Penalty: 6010.008301
	Iteration 19Q: 3 clusters Score -2.258274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 182713 members 
Entering Unmasked Estep 
Score: -22582748.000000 Penalty: 6010.008301
	Iteration 20F: 3 clusters Score -2.258275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -22582748.000000 Penalty: 6010.008301
	Iteration 21Q: 3 clusters Score -2.258275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 182715 members 
Entering Unmasked Estep 
Score: -22582760.000000 Penalty: 6010.008301
	Iteration 22Q: 3 clusters Score -2.258276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 182716 members 
Entering Unmasked Estep 
Score: -22582762.000000 Penalty: 6010.008301
	Iteration 23Q: 3 clusters Score -2.258276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 182716 members 
Entering Unmasked Estep 
Score: -22582762.000000 Penalty: 6010.008301
	Iteration 24F: 3 clusters Score -2.258276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (193020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193020 members 
Entering Unmasked Estep 
Score: -23842672.000000 Penalty: 3018.296143
	Iteration 0F: 2 clusters Score -2.384267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -23720444.000000 Penalty: 6036.592285
	Iteration 0F: 3 clusters Score -2.372044e+07 nChanged 93020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101350 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -23775072.000000 Penalty: 6036.592285
	Iteration 1F: 3 clusters Score -2.377507e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -23777220.000000 Penalty: 6036.592285
	Iteration 2Q: 3 clusters Score -2.377722e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -23780816.000000 Penalty: 6036.592285
	Iteration 3Q: 3 clusters Score -2.378082e+07 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -23786868.000000 Penalty: 6036.592285
	Iteration 4F: 3 clusters Score -2.378687e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -23797344.000000 Penalty: 6036.592285
	Iteration 5F: 3 clusters Score -2.379734e+07 nChanged 16707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145639 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -23811858.000000 Penalty: 6036.592285
	Iteration 6F: 3 clusters Score -2.381186e+07 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -23825724.000000 Penalty: 6036.592285
	Iteration 7F: 3 clusters Score -2.382572e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170091 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -23834736.000000 Penalty: 6036.592285
	Iteration 8F: 3 clusters Score -2.383474e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176623 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -23839774.000000 Penalty: 6036.592285
	Iteration 9Q: 3 clusters Score -2.383977e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -23842246.000000 Penalty: 6036.592285
	Iteration 10Q: 3 clusters Score -2.384225e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -23843268.000000 Penalty: 6036.592285
	Iteration 11Q: 3 clusters Score -2.384327e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184513 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -23843800.000000 Penalty: 6036.592285
	Iteration 12Q: 3 clusters Score -2.38438e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185741 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -23844224.000000 Penalty: 6036.592285
	Iteration 13Q: 3 clusters Score -2.384422e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186734 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -23844348.000000 Penalty: 6036.592285
	Iteration 14Q: 3 clusters Score -2.384435e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187505 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -23844566.000000 Penalty: 6036.592285
	Iteration 15Q: 3 clusters Score -2.384457e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188085 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -23844658.000000 Penalty: 6036.592285
	Iteration 16Q: 3 clusters Score -2.384466e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -23844738.000000 Penalty: 6036.592285
	Iteration 17Q: 3 clusters Score -2.384474e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188931 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -23844720.000000 Penalty: 6036.592285
	Iteration 18Q: 3 clusters Score -2.384472e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -23844736.000000 Penalty: 6036.592285
	Iteration 19Q: 3 clusters Score -2.384474e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189482 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -23844758.000000 Penalty: 6036.592285
	Iteration 20F: 3 clusters Score -2.384476e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -23844794.000000 Penalty: 6036.592285
	Iteration 21Q: 3 clusters Score -2.384479e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -23844774.000000 Penalty: 6036.592285
	Iteration 22Q: 3 clusters Score -2.384477e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190072 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -23844800.000000 Penalty: 6036.592285
	Iteration 23Q: 3 clusters Score -2.38448e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190220 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -23844840.000000 Penalty: 6036.592285
	Iteration 24Q: 3 clusters Score -2.384484e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190330 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -23844862.000000 Penalty: 6036.592285
	Iteration 25Q: 3 clusters Score -2.384486e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190413 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -23844816.000000 Penalty: 6036.592285
	Iteration 26Q: 3 clusters Score -2.384482e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23844782.000000 Penalty: 6036.592285
	Iteration 27Q: 3 clusters Score -2.384478e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190535 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -23844764.000000 Penalty: 6036.592285
	Iteration 28Q: 3 clusters Score -2.384476e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -23844742.000000 Penalty: 6036.592285
	Iteration 29Q: 3 clusters Score -2.384474e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190629 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -23844736.000000 Penalty: 6036.592285
	Iteration 30Q: 3 clusters Score -2.384474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190681 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -23844740.000000 Penalty: 6036.592285
	Iteration 31Q: 3 clusters Score -2.384474e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190718 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23844730.000000 Penalty: 6036.592285
	Iteration 32Q: 3 clusters Score -2.384473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190744 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23844726.000000 Penalty: 6036.592285
	Iteration 33Q: 3 clusters Score -2.384473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190766 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -23844736.000000 Penalty: 6036.592285
	Iteration 34Q: 3 clusters Score -2.384474e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190793 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -23844718.000000 Penalty: 6036.592285
	Iteration 35Q: 3 clusters Score -2.384472e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23844688.000000 Penalty: 6036.592285
	Iteration 36Q: 3 clusters Score -2.384469e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190838 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -23844720.000000 Penalty: 6036.592285
	Iteration 37Q: 3 clusters Score -2.384472e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190861 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23844746.000000 Penalty: 6036.592285
	Iteration 38Q: 3 clusters Score -2.384475e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190878 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -23844752.000000 Penalty: 6036.592285
	Iteration 39Q: 3 clusters Score -2.384475e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190892 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23844738.000000 Penalty: 6036.592285
	Iteration 40F: 3 clusters Score -2.384474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190909 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -23844740.000000 Penalty: 6036.592285
	Iteration 41Q: 3 clusters Score -2.384474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190929 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -23844726.000000 Penalty: 6036.592285
	Iteration 42Q: 3 clusters Score -2.384473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23844742.000000 Penalty: 6036.592285
	Iteration 43Q: 3 clusters Score -2.384474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190950 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23844722.000000 Penalty: 6036.592285
	Iteration 44Q: 3 clusters Score -2.384472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190953 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -23844718.000000 Penalty: 6036.592285
	Iteration 45Q: 3 clusters Score -2.384472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190956 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23844726.000000 Penalty: 6036.592285
	Iteration 46Q: 3 clusters Score -2.384473e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190961 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -23844720.000000 Penalty: 6036.592285
	Iteration 47Q: 3 clusters Score -2.384472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190968 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -23844708.000000 Penalty: 6036.592285
	Iteration 48Q: 3 clusters Score -2.384471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190970 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -23844712.000000 Penalty: 6036.592285
	Iteration 49Q: 3 clusters Score -2.384471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190970 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -23844718.000000 Penalty: 6036.592285
	Iteration 50Q: 3 clusters Score -2.384472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190973 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -23844692.000000 Penalty: 6036.592285
	Iteration 51Q: 3 clusters Score -2.384469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190974 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23844706.000000 Penalty: 6036.592285
	Iteration 52Q: 3 clusters Score -2.384471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190974 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23844706.000000 Penalty: 6036.592285
	Iteration 53F: 3 clusters Score -2.384471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 97432 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 12 contains 4662 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 235874 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 312115 members 
Entering Unmasked Estep 
Score: -194481056.000000 Penalty: 56714.257812
Splitting cluster 2 changes total score from -194479648.000000 to -194481056.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (17425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Entering Unmasked Estep 
Score: -2111255.000000 Penalty: 2421.884033
	Iteration 0F: 2 clusters Score -2111255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2098855.250000 Penalty: 4843.768066
	Iteration 0F: 3 clusters Score -2098855 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2103009.000000 Penalty: 4843.768066
	Iteration 1F: 3 clusters Score -2103009 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2103437.500000 Penalty: 4843.768066
	Iteration 2F: 3 clusters Score -2103438 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2103802.750000 Penalty: 4843.768066
	Iteration 3Q: 3 clusters Score -2103803 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2104163.000000 Penalty: 4843.768066
	Iteration 4Q: 3 clusters Score -2104163 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2104525.250000 Penalty: 4843.768066
	Iteration 5Q: 3 clusters Score -2104525 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2104872.000000 Penalty: 4843.768066
	Iteration 6Q: 3 clusters Score -2104872 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2105217.250000 Penalty: 4843.768066
	Iteration 7Q: 3 clusters Score -2105217 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2105605.250000 Penalty: 4843.768066
	Iteration 8Q: 3 clusters Score -2105605 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2106026.000000 Penalty: 4843.768066
	Iteration 9Q: 3 clusters Score -2106026 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2106472.500000 Penalty: 4843.768066
	Iteration 10Q: 3 clusters Score -2106472 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2106949.250000 Penalty: 4843.768066
	Iteration 11Q: 3 clusters Score -2106949 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2107444.500000 Penalty: 4843.768066
	Iteration 12Q: 3 clusters Score -2107444 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2107887.750000 Penalty: 4843.768066
	Iteration 13Q: 3 clusters Score -2107888 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2108268.000000 Penalty: 4843.768066
	Iteration 14Q: 3 clusters Score -2108268 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2108606.750000 Penalty: 4843.768066
	Iteration 15Q: 3 clusters Score -2108607 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2108882.250000 Penalty: 4843.768066
	Iteration 16Q: 3 clusters Score -2108882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2109062.250000 Penalty: 4843.768066
	Iteration 17Q: 3 clusters Score -2109062 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2109205.250000 Penalty: 4843.768066
	Iteration 18Q: 3 clusters Score -2109205 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2109300.000000 Penalty: 4843.768066
	Iteration 19Q: 3 clusters Score -2109300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2109373.750000 Penalty: 4843.768066
	Iteration 20F: 3 clusters Score -2109374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2109414.000000 Penalty: 4843.768066
	Iteration 21Q: 3 clusters Score -2109414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2109449.000000 Penalty: 4843.768066
	Iteration 22Q: 3 clusters Score -2109449 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2109463.000000 Penalty: 4843.768066
	Iteration 23Q: 3 clusters Score -2109463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2109483.750000 Penalty: 4843.768066
	Iteration 24Q: 3 clusters Score -2109484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2109495.500000 Penalty: 4843.768066
	Iteration 25Q: 3 clusters Score -2109496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2109504.500000 Penalty: 4843.768066
	Iteration 26Q: 3 clusters Score -2109504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2109517.000000 Penalty: 4843.768066
	Iteration 27Q: 3 clusters Score -2109517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2109528.750000 Penalty: 4843.768066
	Iteration 28Q: 3 clusters Score -2109529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2109535.250000 Penalty: 4843.768066
	Iteration 29Q: 3 clusters Score -2109535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2109541.250000 Penalty: 4843.768066
	Iteration 30Q: 3 clusters Score -2109541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2109540.500000 Penalty: 4843.768066
	Iteration 31Q: 3 clusters Score -2109540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2109543.000000 Penalty: 4843.768066
	Iteration 32Q: 3 clusters Score -2109543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2109541.750000 Penalty: 4843.768066
	Iteration 33Q: 3 clusters Score -2109542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2109541.750000 Penalty: 4843.768066
	Iteration 34F: 3 clusters Score -2109542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (146221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Entering Unmasked Estep 
Score: -18092110.000000 Penalty: 2949.432861
	Iteration 0F: 2 clusters Score -1.809211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -17994434.000000 Penalty: 5898.865723
	Iteration 0F: 3 clusters Score -1.799443e+07 nChanged 69877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -18035500.000000 Penalty: 5898.865723
	Iteration 1F: 3 clusters Score -1.80355e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -18037208.000000 Penalty: 5898.865723
	Iteration 2Q: 3 clusters Score -1.803721e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -18039584.000000 Penalty: 5898.865723
	Iteration 3Q: 3 clusters Score -1.803958e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -18042628.000000 Penalty: 5898.865723
	Iteration 4Q: 3 clusters Score -1.804263e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -18047126.000000 Penalty: 5898.865723
	Iteration 5F: 3 clusters Score -1.804713e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -18052896.000000 Penalty: 5898.865723
	Iteration 6F: 3 clusters Score -1.80529e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -18059814.000000 Penalty: 5898.865723
	Iteration 7F: 3 clusters Score -1.805981e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -18066174.000000 Penalty: 5898.865723
	Iteration 8F: 3 clusters Score -1.806617e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -18070162.000000 Penalty: 5898.865723
	Iteration 9Q: 3 clusters Score -1.807016e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -18072016.000000 Penalty: 5898.865723
	Iteration 10Q: 3 clusters Score -1.807202e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -18072986.000000 Penalty: 5898.865723
	Iteration 11Q: 3 clusters Score -1.807299e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107128 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -18073732.000000 Penalty: 5898.865723
	Iteration 12Q: 3 clusters Score -1.807373e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109066 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -18074412.000000 Penalty: 5898.865723
	Iteration 13Q: 3 clusters Score -1.807441e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111144 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -18075070.000000 Penalty: 5898.865723
	Iteration 14Q: 3 clusters Score -1.807507e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -18075838.000000 Penalty: 5898.865723
	Iteration 15Q: 3 clusters Score -1.807584e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115548 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -18076646.000000 Penalty: 5898.865723
	Iteration 16Q: 3 clusters Score -1.807665e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117788 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -18077466.000000 Penalty: 5898.865723
	Iteration 17Q: 3 clusters Score -1.807747e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -18078310.000000 Penalty: 5898.865723
	Iteration 18Q: 3 clusters Score -1.807831e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -18079128.000000 Penalty: 5898.865723
	Iteration 19Q: 3 clusters Score -1.807913e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -18080140.000000 Penalty: 5898.865723
	Iteration 20F: 3 clusters Score -1.808014e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126990 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -18081158.000000 Penalty: 5898.865723
	Iteration 21Q: 3 clusters Score -1.808116e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -18082204.000000 Penalty: 5898.865723
	Iteration 22Q: 3 clusters Score -1.80822e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -18083230.000000 Penalty: 5898.865723
	Iteration 23Q: 3 clusters Score -1.808323e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -18084104.000000 Penalty: 5898.865723
	Iteration 24Q: 3 clusters Score -1.80841e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135180 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -18084878.000000 Penalty: 5898.865723
	Iteration 25Q: 3 clusters Score -1.808488e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136807 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -18085564.000000 Penalty: 5898.865723
	Iteration 26Q: 3 clusters Score -1.808556e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138293 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -18086326.000000 Penalty: 5898.865723
	Iteration 27Q: 3 clusters Score -1.808633e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139589 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -18086938.000000 Penalty: 5898.865723
	Iteration 28Q: 3 clusters Score -1.808694e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -18087410.000000 Penalty: 5898.865723
	Iteration 29Q: 3 clusters Score -1.808741e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141665 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -18087946.000000 Penalty: 5898.865723
	Iteration 30Q: 3 clusters Score -1.808795e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -18088344.000000 Penalty: 5898.865723
	Iteration 31Q: 3 clusters Score -1.808834e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142978 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -18088640.000000 Penalty: 5898.865723
	Iteration 32Q: 3 clusters Score -1.808864e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143397 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -18088838.000000 Penalty: 5898.865723
	Iteration 33Q: 3 clusters Score -1.808884e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143749 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -18089014.000000 Penalty: 5898.865723
	Iteration 34Q: 3 clusters Score -1.808901e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -18089148.000000 Penalty: 5898.865723
	Iteration 35Q: 3 clusters Score -1.808915e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144232 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -18089248.000000 Penalty: 5898.865723
	Iteration 36Q: 3 clusters Score -1.808925e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144398 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18089306.000000 Penalty: 5898.865723
	Iteration 37Q: 3 clusters Score -1.808931e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -18089358.000000 Penalty: 5898.865723
	Iteration 38Q: 3 clusters Score -1.808936e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144627 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -18089366.000000 Penalty: 5898.865723
	Iteration 39Q: 3 clusters Score -1.808937e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -18089392.000000 Penalty: 5898.865723
	Iteration 40F: 3 clusters Score -1.808939e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -18089450.000000 Penalty: 5898.865723
	Iteration 41Q: 3 clusters Score -1.808945e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144838 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -18089478.000000 Penalty: 5898.865723
	Iteration 42Q: 3 clusters Score -1.808948e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144887 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18089510.000000 Penalty: 5898.865723
	Iteration 43Q: 3 clusters Score -1.808951e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -18089522.000000 Penalty: 5898.865723
	Iteration 44Q: 3 clusters Score -1.808952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144959 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -18089552.000000 Penalty: 5898.865723
	Iteration 45Q: 3 clusters Score -1.808955e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144988 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -18089598.000000 Penalty: 5898.865723
	Iteration 46Q: 3 clusters Score -1.80896e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145015 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -18089598.000000 Penalty: 5898.865723
	Iteration 47Q: 3 clusters Score -1.80896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -18089612.000000 Penalty: 5898.865723
	Iteration 48Q: 3 clusters Score -1.808961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145054 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -18089636.000000 Penalty: 5898.865723
	Iteration 49Q: 3 clusters Score -1.808964e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145066 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18089632.000000 Penalty: 5898.865723
	Iteration 50Q: 3 clusters Score -1.808963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145078 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18089650.000000 Penalty: 5898.865723
	Iteration 51Q: 3 clusters Score -1.808965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -18089654.000000 Penalty: 5898.865723
	Iteration 52Q: 3 clusters Score -1.808965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -18089672.000000 Penalty: 5898.865723
	Iteration 53Q: 3 clusters Score -1.808967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145096 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18089650.000000 Penalty: 5898.865723
	Iteration 54Q: 3 clusters Score -1.808965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -18089654.000000 Penalty: 5898.865723
	Iteration 55Q: 3 clusters Score -1.808965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145110 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -18089646.000000 Penalty: 5898.865723
	Iteration 56Q: 3 clusters Score -1.808965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145118 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -18089664.000000 Penalty: 5898.865723
	Iteration 57Q: 3 clusters Score -1.808966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145122 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -18089664.000000 Penalty: 5898.865723
	Iteration 58Q: 3 clusters Score -1.808966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145125 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18089670.000000 Penalty: 5898.865723
	Iteration 59Q: 3 clusters Score -1.808967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18089670.000000 Penalty: 5898.865723
	Iteration 60F: 3 clusters Score -1.808967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18089664.000000 Penalty: 5898.865723
	Iteration 61Q: 3 clusters Score -1.808966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18089664.000000 Penalty: 5898.865723
	Iteration 62F: 3 clusters Score -1.808966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (185927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185927 members 
Entering Unmasked Estep 
Score: -23092500.000000 Penalty: 3009.010986
	Iteration 0F: 2 clusters Score -2.30925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -22977350.000000 Penalty: 6018.021973
	Iteration 0F: 3 clusters Score -2.297735e+07 nChanged 89078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 89635 members 
Entering Unmasked Estep 
Score: -23029884.000000 Penalty: 6018.021973
	Iteration 1F: 3 clusters Score -2.302988e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 86658 members 
Entering Unmasked Estep 
Score: -23031816.000000 Penalty: 6018.021973
	Iteration 2Q: 3 clusters Score -2.303182e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -23035226.000000 Penalty: 6018.021973
	Iteration 3Q: 3 clusters Score -2.303523e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -23040886.000000 Penalty: 6018.021973
	Iteration 4F: 3 clusters Score -2.304089e+07 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119799 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -23049988.000000 Penalty: 6018.021973
	Iteration 5F: 3 clusters Score -2.304999e+07 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -23062284.000000 Penalty: 6018.021973
	Iteration 6F: 3 clusters Score -2.306228e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141391 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -23074612.000000 Penalty: 6018.021973
	Iteration 7F: 3 clusters Score -2.307461e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -23083536.000000 Penalty: 6018.021973
	Iteration 8F: 3 clusters Score -2.308354e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153443 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -23087964.000000 Penalty: 6018.021973
	Iteration 9Q: 3 clusters Score -2.308796e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -23089958.000000 Penalty: 6018.021973
	Iteration 10Q: 3 clusters Score -2.308996e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -23090986.000000 Penalty: 6018.021973
	Iteration 11Q: 3 clusters Score -2.309099e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -23091758.000000 Penalty: 6018.021973
	Iteration 12Q: 3 clusters Score -2.309176e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -23092088.000000 Penalty: 6018.021973
	Iteration 13Q: 3 clusters Score -2.309209e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -23092464.000000 Penalty: 6018.021973
	Iteration 14Q: 3 clusters Score -2.309246e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -23092558.000000 Penalty: 6018.021973
	Iteration 15Q: 3 clusters Score -2.309256e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172861 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -23092562.000000 Penalty: 6018.021973
	Iteration 16Q: 3 clusters Score -2.309256e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -23092724.000000 Penalty: 6018.021973
	Iteration 17Q: 3 clusters Score -2.309272e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175755 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -23092818.000000 Penalty: 6018.021973
	Iteration 18Q: 3 clusters Score -2.309282e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176886 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -23092762.000000 Penalty: 6018.021973
	Iteration 19Q: 3 clusters Score -2.309276e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177817 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -23092758.000000 Penalty: 6018.021973
	Iteration 20F: 3 clusters Score -2.309276e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -23092724.000000 Penalty: 6018.021973
	Iteration 21Q: 3 clusters Score -2.309272e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179211 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -23092732.000000 Penalty: 6018.021973
	Iteration 22Q: 3 clusters Score -2.309273e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -23092630.000000 Penalty: 6018.021973
	Iteration 23Q: 3 clusters Score -2.309263e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180194 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -23092608.000000 Penalty: 6018.021973
	Iteration 24Q: 3 clusters Score -2.309261e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180575 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -23092646.000000 Penalty: 6018.021973
	Iteration 25Q: 3 clusters Score -2.309265e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180895 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -23092650.000000 Penalty: 6018.021973
	Iteration 26Q: 3 clusters Score -2.309265e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181138 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -23092618.000000 Penalty: 6018.021973
	Iteration 27Q: 3 clusters Score -2.309262e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181343 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -23092612.000000 Penalty: 6018.021973
	Iteration 28Q: 3 clusters Score -2.309261e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -23092656.000000 Penalty: 6018.021973
	Iteration 29Q: 3 clusters Score -2.309266e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -23092562.000000 Penalty: 6018.021973
	Iteration 30Q: 3 clusters Score -2.309256e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181828 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -23092556.000000 Penalty: 6018.021973
	Iteration 31Q: 3 clusters Score -2.309256e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181954 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -23092544.000000 Penalty: 6018.021973
	Iteration 32Q: 3 clusters Score -2.309254e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182072 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -23092556.000000 Penalty: 6018.021973
	Iteration 33Q: 3 clusters Score -2.309256e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182186 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -23092554.000000 Penalty: 6018.021973
	Iteration 34Q: 3 clusters Score -2.309255e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182275 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -23092542.000000 Penalty: 6018.021973
	Iteration 35Q: 3 clusters Score -2.309254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182357 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23092526.000000 Penalty: 6018.021973
	Iteration 36Q: 3 clusters Score -2.309253e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182426 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -23092542.000000 Penalty: 6018.021973
	Iteration 37Q: 3 clusters Score -2.309254e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182477 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -23092498.000000 Penalty: 6018.021973
	Iteration 38Q: 3 clusters Score -2.30925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182505 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23092468.000000 Penalty: 6018.021973
	Iteration 39Q: 3 clusters Score -2.309247e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182533 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23092482.000000 Penalty: 6018.021973
	Iteration 40F: 3 clusters Score -2.309248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -23092468.000000 Penalty: 6018.021973
	Iteration 41Q: 3 clusters Score -2.309247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -23092464.000000 Penalty: 6018.021973
	Iteration 42Q: 3 clusters Score -2.309246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182608 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -23092468.000000 Penalty: 6018.021973
	Iteration 43Q: 3 clusters Score -2.309247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182631 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -23092442.000000 Penalty: 6018.021973
	Iteration 44Q: 3 clusters Score -2.309244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -23092452.000000 Penalty: 6018.021973
	Iteration 45Q: 3 clusters Score -2.309245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182673 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -23092452.000000 Penalty: 6018.021973
	Iteration 46Q: 3 clusters Score -2.309245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182689 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -23092430.000000 Penalty: 6018.021973
	Iteration 47Q: 3 clusters Score -2.309243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182700 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -23092444.000000 Penalty: 6018.021973
	Iteration 48Q: 3 clusters Score -2.309244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182710 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -23092446.000000 Penalty: 6018.021973
	Iteration 49Q: 3 clusters Score -2.309245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23092468.000000 Penalty: 6018.021973
	Iteration 50Q: 3 clusters Score -2.309247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182742 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23092466.000000 Penalty: 6018.021973
	Iteration 51Q: 3 clusters Score -2.309247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182755 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -23092478.000000 Penalty: 6018.021973
	Iteration 52Q: 3 clusters Score -2.309248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -23092472.000000 Penalty: 6018.021973
	Iteration 53Q: 3 clusters Score -2.309247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182773 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -23092486.000000 Penalty: 6018.021973
	Iteration 54Q: 3 clusters Score -2.309249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182781 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23092468.000000 Penalty: 6018.021973
	Iteration 55Q: 3 clusters Score -2.309247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -23092466.000000 Penalty: 6018.021973
	Iteration 56Q: 3 clusters Score -2.309247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -23092490.000000 Penalty: 6018.021973
	Iteration 57Q: 3 clusters Score -2.309249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182805 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -23092486.000000 Penalty: 6018.021973
	Iteration 58Q: 3 clusters Score -2.309249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182811 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -23092472.000000 Penalty: 6018.021973
	Iteration 59Q: 3 clusters Score -2.309247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182812 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -23092480.000000 Penalty: 6018.021973
	Iteration 60F: 3 clusters Score -2.309248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182816 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -23092470.000000 Penalty: 6018.021973
	Iteration 61Q: 3 clusters Score -2.309247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182820 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23092474.000000 Penalty: 6018.021973
	Iteration 62Q: 3 clusters Score -2.309247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182825 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23092476.000000 Penalty: 6018.021973
	Iteration 63Q: 3 clusters Score -2.309248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182829 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23092456.000000 Penalty: 6018.021973
	Iteration 64Q: 3 clusters Score -2.309246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182830 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -23092470.000000 Penalty: 6018.021973
	Iteration 65Q: 3 clusters Score -2.309247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23092460.000000 Penalty: 6018.021973
	Iteration 66Q: 3 clusters Score -2.309246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182835 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -23092460.000000 Penalty: 6018.021973
	Iteration 67Q: 3 clusters Score -2.309246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182834 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -23092442.000000 Penalty: 6018.021973
	Iteration 68Q: 3 clusters Score -2.309244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23092456.000000 Penalty: 6018.021973
	Iteration 69Q: 3 clusters Score -2.309246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23092456.000000 Penalty: 6018.021973
	Iteration 70F: 3 clusters Score -2.309246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -609237.187500 Penalty: 2113.895264
	Iteration 0F: 2 clusters Score -609237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -604738.750000 Penalty: 4227.790527
	Iteration 0F: 3 clusters Score -604738.8 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -605872.187500 Penalty: 4227.790527
	Iteration 1F: 3 clusters Score -605872.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -606108.062500 Penalty: 4227.790527
	Iteration 2F: 3 clusters Score -606108.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -606288.062500 Penalty: 4227.790527
	Iteration 3Q: 3 clusters Score -606288.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -606431.125000 Penalty: 4227.790527
	Iteration 4Q: 3 clusters Score -606431.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -606576.687500 Penalty: 4227.790527
	Iteration 5Q: 3 clusters Score -606576.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -606737.000000 Penalty: 4227.790527
	Iteration 6Q: 3 clusters Score -606737 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -606865.312500 Penalty: 4227.790527
	Iteration 7Q: 3 clusters Score -606865.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -606975.625000 Penalty: 4227.790527
	Iteration 8Q: 3 clusters Score -606975.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -607072.312500 Penalty: 4227.790527
	Iteration 9Q: 3 clusters Score -607072.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -607158.937500 Penalty: 4227.790527
	Iteration 10Q: 3 clusters Score -607158.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -607245.187500 Penalty: 4227.790527
	Iteration 11Q: 3 clusters Score -607245.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -607345.312500 Penalty: 4227.790527
	Iteration 12Q: 3 clusters Score -607345.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -607475.937500 Penalty: 4227.790527
	Iteration 13Q: 3 clusters Score -607475.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -607639.625000 Penalty: 4227.790527
	Iteration 14Q: 3 clusters Score -607639.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -607839.000000 Penalty: 4227.790527
	Iteration 15Q: 3 clusters Score -607839 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -608080.375000 Penalty: 4227.790527
	Iteration 16Q: 3 clusters Score -608080.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -608252.437500 Penalty: 4227.790527
	Iteration 17Q: 3 clusters Score -608252.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -608344.500000 Penalty: 4227.790527
	Iteration 18Q: 3 clusters Score -608344.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -608402.812500 Penalty: 4227.790527
	Iteration 19Q: 3 clusters Score -608402.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -608423.500000 Penalty: 4227.790527
	Iteration 20F: 3 clusters Score -608423.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -608441.187500 Penalty: 4227.790527
	Iteration 21Q: 3 clusters Score -608441.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -608460.125000 Penalty: 4227.790527
	Iteration 22Q: 3 clusters Score -608460.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -608470.500000 Penalty: 4227.790527
	Iteration 23Q: 3 clusters Score -608470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -608476.875000 Penalty: 4227.790527
	Iteration 24Q: 3 clusters Score -608476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -608481.562500 Penalty: 4227.790527
	Iteration 25Q: 3 clusters Score -608481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -608485.125000 Penalty: 4227.790527
	Iteration 26Q: 3 clusters Score -608485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -608489.062500 Penalty: 4227.790527
	Iteration 27Q: 3 clusters Score -608489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -608489.875000 Penalty: 4227.790527
	Iteration 28Q: 3 clusters Score -608489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -608493.437500 Penalty: 4227.790527
	Iteration 29Q: 3 clusters Score -608493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -608493.562500 Penalty: 4227.790527
	Iteration 30Q: 3 clusters Score -608493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -608494.625000 Penalty: 4227.790527
	Iteration 31Q: 3 clusters Score -608494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -608495.062500 Penalty: 4227.790527
	Iteration 32Q: 3 clusters Score -608495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -608495.062500 Penalty: 4227.790527
	Iteration 33F: 3 clusters Score -608495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Entering Unmasked Estep 
Score: -11531303.000000 Penalty: 2848.753662
	Iteration 0F: 2 clusters Score -1.15313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -11466091.000000 Penalty: 5697.507324
	Iteration 0F: 3 clusters Score -1.146609e+07 nChanged 46285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -11493666.000000 Penalty: 5697.507324
	Iteration 1F: 3 clusters Score -1.149367e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -11495478.000000 Penalty: 5697.507324
	Iteration 2Q: 3 clusters Score -1.149548e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -11497941.000000 Penalty: 5697.507324
	Iteration 3Q: 3 clusters Score -1.149794e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -11501438.000000 Penalty: 5697.507324
	Iteration 4F: 3 clusters Score -1.150144e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -11506628.000000 Penalty: 5697.507324
	Iteration 5F: 3 clusters Score -1.150663e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -11513898.000000 Penalty: 5697.507324
	Iteration 6F: 3 clusters Score -1.15139e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72784 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -11522448.000000 Penalty: 5697.507324
	Iteration 7F: 3 clusters Score -1.152245e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -11529789.000000 Penalty: 5697.507324
	Iteration 8F: 3 clusters Score -1.152979e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -11534947.000000 Penalty: 5697.507324
	Iteration 9F: 3 clusters Score -1.153495e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -11537452.000000 Penalty: 5697.507324
	Iteration 10Q: 3 clusters Score -1.153745e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -11538487.000000 Penalty: 5697.507324
	Iteration 11Q: 3 clusters Score -1.153849e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -11538900.000000 Penalty: 5697.507324
	Iteration 12Q: 3 clusters Score -1.15389e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -11539122.000000 Penalty: 5697.507324
	Iteration 13Q: 3 clusters Score -1.153912e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90929 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -11539232.000000 Penalty: 5697.507324
	Iteration 14Q: 3 clusters Score -1.153923e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -11539254.000000 Penalty: 5697.507324
	Iteration 15Q: 3 clusters Score -1.153925e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -11539302.000000 Penalty: 5697.507324
	Iteration 16Q: 3 clusters Score -1.15393e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -11539327.000000 Penalty: 5697.507324
	Iteration 17Q: 3 clusters Score -1.153933e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91644 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -11539341.000000 Penalty: 5697.507324
	Iteration 18Q: 3 clusters Score -1.153934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -11539327.000000 Penalty: 5697.507324
	Iteration 19Q: 3 clusters Score -1.153933e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -11539346.000000 Penalty: 5697.507324
	Iteration 20F: 3 clusters Score -1.153935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -11539349.000000 Penalty: 5697.507324
	Iteration 21Q: 3 clusters Score -1.153935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -11539349.000000 Penalty: 5697.507324
	Iteration 22Q: 3 clusters Score -1.153935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -11539333.000000 Penalty: 5697.507324
	Iteration 23Q: 3 clusters Score -1.153933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91835 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -11539339.000000 Penalty: 5697.507324
	Iteration 24Q: 3 clusters Score -1.153934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -11539336.000000 Penalty: 5697.507324
	Iteration 25Q: 3 clusters Score -1.153934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91855 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -11539344.000000 Penalty: 5697.507324
	Iteration 26Q: 3 clusters Score -1.153934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -11539353.000000 Penalty: 5697.507324
	Iteration 27Q: 3 clusters Score -1.153935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -11539345.000000 Penalty: 5697.507324
	Iteration 28Q: 3 clusters Score -1.153934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -11539341.000000 Penalty: 5697.507324
	Iteration 29Q: 3 clusters Score -1.153934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -11539338.000000 Penalty: 5697.507324
	Iteration 30Q: 3 clusters Score -1.153934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -11539343.000000 Penalty: 5697.507324
	Iteration 31Q: 3 clusters Score -1.153934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91876 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -11539341.000000 Penalty: 5697.507324
	Iteration 32Q: 3 clusters Score -1.153934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -11539339.000000 Penalty: 5697.507324
	Iteration 33Q: 3 clusters Score -1.153934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91880 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -11539338.000000 Penalty: 5697.507324
	Iteration 34Q: 3 clusters Score -1.153934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -11539337.000000 Penalty: 5697.507324
	Iteration 35Q: 3 clusters Score -1.153934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -11539348.000000 Penalty: 5697.507324
	Iteration 36Q: 3 clusters Score -1.153935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -11539343.000000 Penalty: 5697.507324
	Iteration 37Q: 3 clusters Score -1.153934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -11539343.000000 Penalty: 5697.507324
	Iteration 38F: 3 clusters Score -1.153934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 12 contains 4662 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 235874 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 312115 members 
Entering Unmasked Estep 
Score: -194490912.000000 Penalty: 60258.898438
Splitting cluster 9 changes total score from -194479648.000000 to -194490912.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -553023.875000 Penalty: 2072.891113
	Iteration 0F: 2 clusters Score -553023.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -548974.750000 Penalty: 4145.782227
	Iteration 0F: 3 clusters Score -548974.8 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -549867.625000 Penalty: 4145.782227
	Iteration 1F: 3 clusters Score -549867.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -550024.750000 Penalty: 4145.782227
	Iteration 2F: 3 clusters Score -550024.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -550117.937500 Penalty: 4145.782227
	Iteration 3Q: 3 clusters Score -550117.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -550170.062500 Penalty: 4145.782227
	Iteration 4Q: 3 clusters Score -550170.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -550212.875000 Penalty: 4145.782227
	Iteration 5Q: 3 clusters Score -550212.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -550241.250000 Penalty: 4145.782227
	Iteration 6Q: 3 clusters Score -550241.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -550256.562500 Penalty: 4145.782227
	Iteration 7Q: 3 clusters Score -550256.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -550272.625000 Penalty: 4145.782227
	Iteration 8Q: 3 clusters Score -550272.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -550286.437500 Penalty: 4145.782227
	Iteration 9Q: 3 clusters Score -550286.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -550298.625000 Penalty: 4145.782227
	Iteration 10Q: 3 clusters Score -550298.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -550311.562500 Penalty: 4145.782227
	Iteration 11Q: 3 clusters Score -550311.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -550318.625000 Penalty: 4145.782227
	Iteration 12Q: 3 clusters Score -550318.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -550323.250000 Penalty: 4145.782227
	Iteration 13Q: 3 clusters Score -550323.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -550328.062500 Penalty: 4145.782227
	Iteration 14Q: 3 clusters Score -550328.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -550334.812500 Penalty: 4145.782227
	Iteration 15Q: 3 clusters Score -550334.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -550342.250000 Penalty: 4145.782227
	Iteration 16Q: 3 clusters Score -550342.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -550349.875000 Penalty: 4145.782227
	Iteration 17Q: 3 clusters Score -550349.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -550359.750000 Penalty: 4145.782227
	Iteration 18Q: 3 clusters Score -550359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -550366.750000 Penalty: 4145.782227
	Iteration 19Q: 3 clusters Score -550366.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -550371.687500 Penalty: 4145.782227
	Iteration 20F: 3 clusters Score -550371.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -550379.625000 Penalty: 4145.782227
	Iteration 21Q: 3 clusters Score -550379.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -550385.500000 Penalty: 4145.782227
	Iteration 22Q: 3 clusters Score -550385.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -550391.750000 Penalty: 4145.782227
	Iteration 23Q: 3 clusters Score -550391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -550395.062500 Penalty: 4145.782227
	Iteration 24Q: 3 clusters Score -550395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -550397.812500 Penalty: 4145.782227
	Iteration 25Q: 3 clusters Score -550397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -550404.312500 Penalty: 4145.782227
	Iteration 26Q: 3 clusters Score -550404.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -550411.250000 Penalty: 4145.782227
	Iteration 27Q: 3 clusters Score -550411.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -550419.312500 Penalty: 4145.782227
	Iteration 28Q: 3 clusters Score -550419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -550423.562500 Penalty: 4145.782227
	Iteration 29Q: 3 clusters Score -550423.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -550427.937500 Penalty: 4145.782227
	Iteration 30Q: 3 clusters Score -550427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -550430.500000 Penalty: 4145.782227
	Iteration 31Q: 3 clusters Score -550430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -550434.312500 Penalty: 4145.782227
	Iteration 32Q: 3 clusters Score -550434.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -550439.437500 Penalty: 4145.782227
	Iteration 33Q: 3 clusters Score -550439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -550443.312500 Penalty: 4145.782227
	Iteration 34Q: 3 clusters Score -550443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -550445.937500 Penalty: 4145.782227
	Iteration 35Q: 3 clusters Score -550445.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -550450.500000 Penalty: 4145.782227
	Iteration 36Q: 3 clusters Score -550450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -550454.000000 Penalty: 4145.782227
	Iteration 37Q: 3 clusters Score -550454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -550458.187500 Penalty: 4145.782227
	Iteration 38Q: 3 clusters Score -550458.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -550460.937500 Penalty: 4145.782227
	Iteration 39Q: 3 clusters Score -550460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -550464.125000 Penalty: 4145.782227
	Iteration 40F: 3 clusters Score -550464.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -550468.125000 Penalty: 4145.782227
	Iteration 41Q: 3 clusters Score -550468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -550468.187500 Penalty: 4145.782227
	Iteration 42Q: 3 clusters Score -550468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -550469.625000 Penalty: 4145.782227
	Iteration 43Q: 3 clusters Score -550469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -550470.000000 Penalty: 4145.782227
	Iteration 44Q: 3 clusters Score -550470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -550472.250000 Penalty: 4145.782227
	Iteration 45Q: 3 clusters Score -550472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -550473.187500 Penalty: 4145.782227
	Iteration 46Q: 3 clusters Score -550473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -550473.875000 Penalty: 4145.782227
	Iteration 47Q: 3 clusters Score -550473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -550473.687500 Penalty: 4145.782227
	Iteration 48Q: 3 clusters Score -550473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -550475.000000 Penalty: 4145.782227
	Iteration 49Q: 3 clusters Score -550475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -550475.062500 Penalty: 4145.782227
	Iteration 50Q: 3 clusters Score -550475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -550476.687500 Penalty: 4145.782227
	Iteration 51Q: 3 clusters Score -550476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -550478.875000 Penalty: 4145.782227
	Iteration 52Q: 3 clusters Score -550478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -550478.437500 Penalty: 4145.782227
	Iteration 53Q: 3 clusters Score -550478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -550478.500000 Penalty: 4145.782227
	Iteration 54Q: 3 clusters Score -550478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -550481.187500 Penalty: 4145.782227
	Iteration 55Q: 3 clusters Score -550481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -550482.812500 Penalty: 4145.782227
	Iteration 56Q: 3 clusters Score -550482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -550485.250000 Penalty: 4145.782227
	Iteration 57Q: 3 clusters Score -550485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -550486.375000 Penalty: 4145.782227
	Iteration 58Q: 3 clusters Score -550486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -550485.875000 Penalty: 4145.782227
	Iteration 59Q: 3 clusters Score -550485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -550486.500000 Penalty: 4145.782227
	Iteration 60F: 3 clusters Score -550486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -550487.062500 Penalty: 4145.782227
	Iteration 61Q: 3 clusters Score -550487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -550487.062500 Penalty: 4145.782227
	Iteration 62F: 3 clusters Score -550487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -484965.218750 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -484965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -480929.812500 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -480929.8 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -486246.156250 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -486246.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -492657.937500 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -492657.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -496087.281250 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -496087.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -497038.625000 Penalty: 4189.811035
	Iteration 4Q: 3 clusters Score -497038.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -497492.750000 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -497492.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -497945.312500 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -497945.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -498525.875000 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -498525.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -498818.812500 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -498818.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -499094.875000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -499094.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -499168.312500 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -499168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -499183.093750 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -499183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -499189.437500 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -499189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -499193.031250 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -499193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -499193.500000 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -499193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -499194.000000 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -499194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -499194.000000 Penalty: 4189.811035
	Iteration 16F: 3 clusters Score -499194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 235874 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 312115 members 
Entering Unmasked Estep 
Score: -194504448.000000 Penalty: 63803.539062
Splitting cluster 12 changes total score from -194479648.000000 to -194504448.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (12092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Entering Unmasked Estep 
Score: -1521797.500000 Penalty: 2331.274170
	Iteration 0F: 2 clusters Score -1521798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1512868.750000 Penalty: 4662.548340
	Iteration 0F: 3 clusters Score -1512869 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1515842.250000 Penalty: 4662.548340
	Iteration 1F: 3 clusters Score -1515842 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1516509.000000 Penalty: 4662.548340
	Iteration 2F: 3 clusters Score -1516509 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1517188.625000 Penalty: 4662.548340
	Iteration 3F: 3 clusters Score -1517189 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1517826.500000 Penalty: 4662.548340
	Iteration 4F: 3 clusters Score -1517826 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1518356.750000 Penalty: 4662.548340
	Iteration 5F: 3 clusters Score -1518357 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1518834.250000 Penalty: 4662.548340
	Iteration 6F: 3 clusters Score -1518834 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1519297.250000 Penalty: 4662.548340
	Iteration 7F: 3 clusters Score -1519297 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1519709.375000 Penalty: 4662.548340
	Iteration 8Q: 3 clusters Score -1519709 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1520016.750000 Penalty: 4662.548340
	Iteration 9Q: 3 clusters Score -1520017 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1520264.625000 Penalty: 4662.548340
	Iteration 10Q: 3 clusters Score -1520265 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1520433.125000 Penalty: 4662.548340
	Iteration 11Q: 3 clusters Score -1520433 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1520581.750000 Penalty: 4662.548340
	Iteration 12Q: 3 clusters Score -1520582 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1520694.000000 Penalty: 4662.548340
	Iteration 13Q: 3 clusters Score -1520694 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1520789.125000 Penalty: 4662.548340
	Iteration 14Q: 3 clusters Score -1520789 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1520858.875000 Penalty: 4662.548340
	Iteration 15Q: 3 clusters Score -1520859 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1520910.125000 Penalty: 4662.548340
	Iteration 16Q: 3 clusters Score -1520910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1520949.750000 Penalty: 4662.548340
	Iteration 17Q: 3 clusters Score -1520950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1520977.250000 Penalty: 4662.548340
	Iteration 18Q: 3 clusters Score -1520977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1521006.500000 Penalty: 4662.548340
	Iteration 19Q: 3 clusters Score -1521006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1521024.750000 Penalty: 4662.548340
	Iteration 20F: 3 clusters Score -1521025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1521039.000000 Penalty: 4662.548340
	Iteration 21Q: 3 clusters Score -1521039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1521059.500000 Penalty: 4662.548340
	Iteration 22Q: 3 clusters Score -1521060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1521066.875000 Penalty: 4662.548340
	Iteration 23Q: 3 clusters Score -1521067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1521074.750000 Penalty: 4662.548340
	Iteration 24Q: 3 clusters Score -1521075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1521083.250000 Penalty: 4662.548340
	Iteration 25Q: 3 clusters Score -1521083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1521080.875000 Penalty: 4662.548340
	Iteration 26Q: 3 clusters Score -1521081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1521086.500000 Penalty: 4662.548340
	Iteration 27Q: 3 clusters Score -1521086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1521088.375000 Penalty: 4662.548340
	Iteration 28Q: 3 clusters Score -1521088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1521087.750000 Penalty: 4662.548340
	Iteration 29Q: 3 clusters Score -1521088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1521088.875000 Penalty: 4662.548340
	Iteration 30Q: 3 clusters Score -1521089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1521090.625000 Penalty: 4662.548340
	Iteration 31Q: 3 clusters Score -1521091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1521095.375000 Penalty: 4662.548340
	Iteration 32Q: 3 clusters Score -1521095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1521095.000000 Penalty: 4662.548340
	Iteration 33Q: 3 clusters Score -1521095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1521100.625000 Penalty: 4662.548340
	Iteration 34Q: 3 clusters Score -1521101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1521099.250000 Penalty: 4662.548340
	Iteration 35Q: 3 clusters Score -1521099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1521099.000000 Penalty: 4662.548340
	Iteration 36Q: 3 clusters Score -1521099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1521099.000000 Penalty: 4662.548340
	Iteration 37F: 3 clusters Score -1521099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -739771.625000 Penalty: 2179.608887
	Iteration 0F: 2 clusters Score -739771.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -734509.125000 Penalty: 4359.217773
	Iteration 0F: 3 clusters Score -734509.1 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -736711.375000 Penalty: 4359.217773
	Iteration 1F: 3 clusters Score -736711.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -738970.625000 Penalty: 4359.217773
	Iteration 2F: 3 clusters Score -738970.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -741358.500000 Penalty: 4359.217773
	Iteration 3F: 3 clusters Score -741358.5 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -742283.125000 Penalty: 4359.217773
	Iteration 4F: 3 clusters Score -742283.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -742536.312500 Penalty: 4359.217773
	Iteration 5Q: 3 clusters Score -742536.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -742614.062500 Penalty: 4359.217773
	Iteration 6Q: 3 clusters Score -742614.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -742658.125000 Penalty: 4359.217773
	Iteration 7Q: 3 clusters Score -742658.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -742687.750000 Penalty: 4359.217773
	Iteration 8Q: 3 clusters Score -742687.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -742714.062500 Penalty: 4359.217773
	Iteration 9Q: 3 clusters Score -742714.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -742730.312500 Penalty: 4359.217773
	Iteration 10Q: 3 clusters Score -742730.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -742736.000000 Penalty: 4359.217773
	Iteration 11Q: 3 clusters Score -742736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -742744.250000 Penalty: 4359.217773
	Iteration 12Q: 3 clusters Score -742744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -742745.625000 Penalty: 4359.217773
	Iteration 13Q: 3 clusters Score -742745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -742748.000000 Penalty: 4359.217773
	Iteration 14Q: 3 clusters Score -742748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -742751.125000 Penalty: 4359.217773
	Iteration 15Q: 3 clusters Score -742751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -742749.375000 Penalty: 4359.217773
	Iteration 16Q: 3 clusters Score -742749.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -742750.250000 Penalty: 4359.217773
	Iteration 17Q: 3 clusters Score -742750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -742751.062500 Penalty: 4359.217773
	Iteration 18Q: 3 clusters Score -742751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -742752.625000 Penalty: 4359.217773
	Iteration 19Q: 3 clusters Score -742752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -742753.187500 Penalty: 4359.217773
	Iteration 20F: 3 clusters Score -742753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -742753.187500 Penalty: 4359.217773
	Iteration 21Q: 3 clusters Score -742753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -742753.125000 Penalty: 4359.217773
	Iteration 22Q: 3 clusters Score -742753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -742753.875000 Penalty: 4359.217773
	Iteration 23Q: 3 clusters Score -742753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -742752.562500 Penalty: 4359.217773
	Iteration 24Q: 3 clusters Score -742752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -742752.562500 Penalty: 4359.217773
	Iteration 25F: 3 clusters Score -742752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 235874 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 312115 members 
Mstep: Class 19 contains 1023 members 
Entering Unmasked Estep 
Score: -194505408.000000 Penalty: 67348.179688
Splitting cluster 14 changes total score from -194479648.000000 to -194505408.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (235874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235874 members 
Entering Unmasked Estep 
Score: -28555202.000000 Penalty: 3068.020996
	Iteration 0F: 2 clusters Score -2.85552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -28408710.000000 Penalty: 6136.041992
	Iteration 0F: 3 clusters Score -2.840871e+07 nChanged 113911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118809 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -28475444.000000 Penalty: 6136.041992
	Iteration 1F: 3 clusters Score -2.847544e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119040 members 
Mstep: Class 2 contains 116834 members 
Entering Unmasked Estep 
Score: -28476788.000000 Penalty: 6136.041992
	Iteration 2Q: 3 clusters Score -2.847679e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -28478264.000000 Penalty: 6136.041992
	Iteration 3Q: 3 clusters Score -2.847826e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119058 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -28480288.000000 Penalty: 6136.041992
	Iteration 4Q: 3 clusters Score -2.848029e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 117372 members 
Entering Unmasked Estep 
Score: -28483408.000000 Penalty: 6136.041992
	Iteration 5Q: 3 clusters Score -2.848341e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -28487236.000000 Penalty: 6136.041992
	Iteration 6Q: 3 clusters Score -2.848724e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
Score: -28493128.000000 Penalty: 6136.041992
	Iteration 7Q: 3 clusters Score -2.849313e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 126932 members 
Entering Unmasked Estep 
Score: -28502010.000000 Penalty: 6136.041992
	Iteration 8F: 3 clusters Score -2.850201e+07 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101064 members 
Mstep: Class 2 contains 134810 members 
Entering Unmasked Estep 
Score: -28513056.000000 Penalty: 6136.041992
	Iteration 9F: 3 clusters Score -2.851306e+07 nChanged 17318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 143916 members 
Entering Unmasked Estep 
Score: -28524500.000000 Penalty: 6136.041992
	Iteration 10F: 3 clusters Score -2.85245e+07 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -28533980.000000 Penalty: 6136.041992
	Iteration 11F: 3 clusters Score -2.853398e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -28540094.000000 Penalty: 6136.041992
	Iteration 12Q: 3 clusters Score -2.854009e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 166455 members 
Entering Unmasked Estep 
Score: -28544514.000000 Penalty: 6136.041992
	Iteration 13Q: 3 clusters Score -2.854451e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 172387 members 
Entering Unmasked Estep 
Score: -28547244.000000 Penalty: 6136.041992
	Iteration 14Q: 3 clusters Score -2.854724e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 177893 members 
Entering Unmasked Estep 
Score: -28549570.000000 Penalty: 6136.041992
	Iteration 15Q: 3 clusters Score -2.854957e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 183057 members 
Entering Unmasked Estep 
Score: -28551138.000000 Penalty: 6136.041992
	Iteration 16Q: 3 clusters Score -2.855114e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 187845 members 
Entering Unmasked Estep 
Score: -28552724.000000 Penalty: 6136.041992
	Iteration 17Q: 3 clusters Score -2.855272e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 192384 members 
Entering Unmasked Estep 
Score: -28553780.000000 Penalty: 6136.041992
	Iteration 18Q: 3 clusters Score -2.855378e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 196574 members 
Entering Unmasked Estep 
Score: -28554712.000000 Penalty: 6136.041992
	Iteration 19Q: 3 clusters Score -2.855471e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 200490 members 
Entering Unmasked Estep 
Score: -28555506.000000 Penalty: 6136.041992
	Iteration 20F: 3 clusters Score -2.855551e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 204097 members 
Entering Unmasked Estep 
Score: -28556110.000000 Penalty: 6136.041992
	Iteration 21Q: 3 clusters Score -2.855611e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 207501 members 
Entering Unmasked Estep 
Score: -28556632.000000 Penalty: 6136.041992
	Iteration 22Q: 3 clusters Score -2.855663e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 210590 members 
Entering Unmasked Estep 
Score: -28557228.000000 Penalty: 6136.041992
	Iteration 23Q: 3 clusters Score -2.855723e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 213314 members 
Entering Unmasked Estep 
Score: -28558046.000000 Penalty: 6136.041992
	Iteration 24Q: 3 clusters Score -2.855805e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 215802 members 
Entering Unmasked Estep 
Score: -28558616.000000 Penalty: 6136.041992
	Iteration 25Q: 3 clusters Score -2.855862e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 218050 members 
Entering Unmasked Estep 
Score: -28559212.000000 Penalty: 6136.041992
	Iteration 26Q: 3 clusters Score -2.855921e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 219964 members 
Entering Unmasked Estep 
Score: -28559620.000000 Penalty: 6136.041992
	Iteration 27Q: 3 clusters Score -2.855962e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 221570 members 
Entering Unmasked Estep 
Score: -28560086.000000 Penalty: 6136.041992
	Iteration 28Q: 3 clusters Score -2.856009e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 223008 members 
Entering Unmasked Estep 
Score: -28560442.000000 Penalty: 6136.041992
	Iteration 29Q: 3 clusters Score -2.856044e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 224186 members 
Entering Unmasked Estep 
Score: -28560704.000000 Penalty: 6136.041992
	Iteration 30Q: 3 clusters Score -2.85607e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 225154 members 
Entering Unmasked Estep 
Score: -28560896.000000 Penalty: 6136.041992
	Iteration 31Q: 3 clusters Score -2.85609e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 225936 members 
Entering Unmasked Estep 
Score: -28560968.000000 Penalty: 6136.041992
	Iteration 32Q: 3 clusters Score -2.856097e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 226554 members 
Entering Unmasked Estep 
Score: -28561168.000000 Penalty: 6136.041992
	Iteration 33Q: 3 clusters Score -2.856117e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 227046 members 
Entering Unmasked Estep 
Score: -28561222.000000 Penalty: 6136.041992
	Iteration 34Q: 3 clusters Score -2.856122e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 227456 members 
Entering Unmasked Estep 
Score: -28561274.000000 Penalty: 6136.041992
	Iteration 35Q: 3 clusters Score -2.856127e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 227789 members 
Entering Unmasked Estep 
Score: -28561276.000000 Penalty: 6136.041992
	Iteration 36Q: 3 clusters Score -2.856128e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 228104 members 
Entering Unmasked Estep 
Score: -28561264.000000 Penalty: 6136.041992
	Iteration 37Q: 3 clusters Score -2.856126e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 228367 members 
Entering Unmasked Estep 
Score: -28561208.000000 Penalty: 6136.041992
	Iteration 38Q: 3 clusters Score -2.856121e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 228564 members 
Entering Unmasked Estep 
Score: -28561210.000000 Penalty: 6136.041992
	Iteration 39Q: 3 clusters Score -2.856121e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 228732 members 
Entering Unmasked Estep 
Score: -28561148.000000 Penalty: 6136.041992
	Iteration 40F: 3 clusters Score -2.856115e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 228861 members 
Entering Unmasked Estep 
Score: -28561202.000000 Penalty: 6136.041992
	Iteration 41Q: 3 clusters Score -2.85612e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 228962 members 
Entering Unmasked Estep 
Score: -28561272.000000 Penalty: 6136.041992
	Iteration 42Q: 3 clusters Score -2.856127e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 229043 members 
Entering Unmasked Estep 
Score: -28561240.000000 Penalty: 6136.041992
	Iteration 43Q: 3 clusters Score -2.856124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 229095 members 
Entering Unmasked Estep 
Score: -28561260.000000 Penalty: 6136.041992
	Iteration 44Q: 3 clusters Score -2.856126e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 229128 members 
Entering Unmasked Estep 
Score: -28561276.000000 Penalty: 6136.041992
	Iteration 45Q: 3 clusters Score -2.856128e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 229151 members 
Entering Unmasked Estep 
Score: -28561280.000000 Penalty: 6136.041992
	Iteration 46Q: 3 clusters Score -2.856128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 229173 members 
Entering Unmasked Estep 
Score: -28561300.000000 Penalty: 6136.041992
	Iteration 47Q: 3 clusters Score -2.85613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 229187 members 
Entering Unmasked Estep 
Score: -28561284.000000 Penalty: 6136.041992
	Iteration 48Q: 3 clusters Score -2.856128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 229199 members 
Entering Unmasked Estep 
Score: -28561292.000000 Penalty: 6136.041992
	Iteration 49Q: 3 clusters Score -2.856129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 229206 members 
Entering Unmasked Estep 
Score: -28561274.000000 Penalty: 6136.041992
	Iteration 50Q: 3 clusters Score -2.856127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 229217 members 
Entering Unmasked Estep 
Score: -28561296.000000 Penalty: 6136.041992
	Iteration 51Q: 3 clusters Score -2.85613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 229232 members 
Entering Unmasked Estep 
Score: -28561286.000000 Penalty: 6136.041992
	Iteration 52Q: 3 clusters Score -2.856129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 229244 members 
Entering Unmasked Estep 
Score: -28561272.000000 Penalty: 6136.041992
	Iteration 53Q: 3 clusters Score -2.856127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 229255 members 
Entering Unmasked Estep 
Score: -28561252.000000 Penalty: 6136.041992
	Iteration 54Q: 3 clusters Score -2.856125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 229270 members 
Entering Unmasked Estep 
Score: -28561268.000000 Penalty: 6136.041992
	Iteration 55Q: 3 clusters Score -2.856127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 229281 members 
Entering Unmasked Estep 
Score: -28561286.000000 Penalty: 6136.041992
	Iteration 56Q: 3 clusters Score -2.856129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 229293 members 
Entering Unmasked Estep 
Score: -28561278.000000 Penalty: 6136.041992
	Iteration 57Q: 3 clusters Score -2.856128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 229307 members 
Entering Unmasked Estep 
Score: -28561246.000000 Penalty: 6136.041992
	Iteration 58Q: 3 clusters Score -2.856125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 229318 members 
Entering Unmasked Estep 
Score: -28561262.000000 Penalty: 6136.041992
	Iteration 59Q: 3 clusters Score -2.856126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 229334 members 
Entering Unmasked Estep 
Score: -28561260.000000 Penalty: 6136.041992
	Iteration 60F: 3 clusters Score -2.856126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 229347 members 
Entering Unmasked Estep 
Score: -28561256.000000 Penalty: 6136.041992
	Iteration 61Q: 3 clusters Score -2.856126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 229354 members 
Entering Unmasked Estep 
Score: -28561264.000000 Penalty: 6136.041992
	Iteration 62Q: 3 clusters Score -2.856126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 229364 members 
Entering Unmasked Estep 
Score: -28561276.000000 Penalty: 6136.041992
	Iteration 63Q: 3 clusters Score -2.856128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 229371 members 
Entering Unmasked Estep 
Score: -28561266.000000 Penalty: 6136.041992
	Iteration 64Q: 3 clusters Score -2.856127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 229376 members 
Entering Unmasked Estep 
Score: -28561248.000000 Penalty: 6136.041992
	Iteration 65Q: 3 clusters Score -2.856125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 229377 members 
Entering Unmasked Estep 
Score: -28561244.000000 Penalty: 6136.041992
	Iteration 66Q: 3 clusters Score -2.856124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 229379 members 
Entering Unmasked Estep 
Score: -28561216.000000 Penalty: 6136.041992
	Iteration 67Q: 3 clusters Score -2.856122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 229381 members 
Entering Unmasked Estep 
Score: -28561236.000000 Penalty: 6136.041992
	Iteration 68Q: 3 clusters Score -2.856124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 229382 members 
Entering Unmasked Estep 
Score: -28561230.000000 Penalty: 6136.041992
	Iteration 69Q: 3 clusters Score -2.856123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 229384 members 
Entering Unmasked Estep 
Score: -28561242.000000 Penalty: 6136.041992
	Iteration 70Q: 3 clusters Score -2.856124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 229386 members 
Entering Unmasked Estep 
Score: -28561258.000000 Penalty: 6136.041992
	Iteration 71Q: 3 clusters Score -2.856126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 229386 members 
Entering Unmasked Estep 
Score: -28561258.000000 Penalty: 6136.041992
	Iteration 72F: 3 clusters Score -2.856126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 312115 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 229386 members 
Entering Unmasked Estep 
Score: -194512048.000000 Penalty: 70892.820312
Splitting cluster 15 changes total score from -194479648.000000 to -194512048.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (173935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Entering Unmasked Estep 
Score: -21617490.000000 Penalty: 2992.476318
	Iteration 0F: 2 clusters Score -2.161749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -21505218.000000 Penalty: 5984.952637
	Iteration 0F: 3 clusters Score -2.150522e+07 nChanged 82965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91464 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -21554608.000000 Penalty: 5984.952637
	Iteration 1F: 3 clusters Score -2.155461e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93704 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -21556216.000000 Penalty: 5984.952637
	Iteration 2Q: 3 clusters Score -2.155622e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 76694 members 
Entering Unmasked Estep 
Score: -21558942.000000 Penalty: 5984.952637
	Iteration 3Q: 3 clusters Score -2.155894e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -21562720.000000 Penalty: 5984.952637
	Iteration 4Q: 3 clusters Score -2.156272e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -21568596.000000 Penalty: 5984.952637
	Iteration 5F: 3 clusters Score -2.15686e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119357 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -21577094.000000 Penalty: 5984.952637
	Iteration 6F: 3 clusters Score -2.157709e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129972 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -21587504.000000 Penalty: 5984.952637
	Iteration 7F: 3 clusters Score -2.15875e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -21597540.000000 Penalty: 5984.952637
	Iteration 8F: 3 clusters Score -2.159754e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147209 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -21604426.000000 Penalty: 5984.952637
	Iteration 9Q: 3 clusters Score -2.160443e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -21608320.000000 Penalty: 5984.952637
	Iteration 10Q: 3 clusters Score -2.160832e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155758 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -21610530.000000 Penalty: 5984.952637
	Iteration 11Q: 3 clusters Score -2.161053e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -21611912.000000 Penalty: 5984.952637
	Iteration 12Q: 3 clusters Score -2.161191e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161090 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -21613068.000000 Penalty: 5984.952637
	Iteration 13Q: 3 clusters Score -2.161307e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163166 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -21613800.000000 Penalty: 5984.952637
	Iteration 14Q: 3 clusters Score -2.16138e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164862 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -21614208.000000 Penalty: 5984.952637
	Iteration 15Q: 3 clusters Score -2.161421e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -21614658.000000 Penalty: 5984.952637
	Iteration 16Q: 3 clusters Score -2.161466e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -21614966.000000 Penalty: 5984.952637
	Iteration 17Q: 3 clusters Score -2.161497e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -21615114.000000 Penalty: 5984.952637
	Iteration 18Q: 3 clusters Score -2.161511e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -21615256.000000 Penalty: 5984.952637
	Iteration 19Q: 3 clusters Score -2.161526e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -21615376.000000 Penalty: 5984.952637
	Iteration 20F: 3 clusters Score -2.161538e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170004 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -21615514.000000 Penalty: 5984.952637
	Iteration 21Q: 3 clusters Score -2.161551e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -21615640.000000 Penalty: 5984.952637
	Iteration 22Q: 3 clusters Score -2.161564e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -21615722.000000 Penalty: 5984.952637
	Iteration 23Q: 3 clusters Score -2.161572e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -21615798.000000 Penalty: 5984.952637
	Iteration 24Q: 3 clusters Score -2.16158e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21615896.000000 Penalty: 5984.952637
	Iteration 25Q: 3 clusters Score -2.16159e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171239 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -21616004.000000 Penalty: 5984.952637
	Iteration 26Q: 3 clusters Score -2.1616e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171378 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21616092.000000 Penalty: 5984.952637
	Iteration 27Q: 3 clusters Score -2.161609e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171495 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -21616126.000000 Penalty: 5984.952637
	Iteration 28Q: 3 clusters Score -2.161613e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171594 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21616138.000000 Penalty: 5984.952637
	Iteration 29Q: 3 clusters Score -2.161614e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171680 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21616142.000000 Penalty: 5984.952637
	Iteration 30Q: 3 clusters Score -2.161614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21616144.000000 Penalty: 5984.952637
	Iteration 31Q: 3 clusters Score -2.161614e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171814 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21616202.000000 Penalty: 5984.952637
	Iteration 32Q: 3 clusters Score -2.16162e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21616204.000000 Penalty: 5984.952637
	Iteration 33Q: 3 clusters Score -2.16162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171914 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21616204.000000 Penalty: 5984.952637
	Iteration 34Q: 3 clusters Score -2.16162e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171958 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21616226.000000 Penalty: 5984.952637
	Iteration 35Q: 3 clusters Score -2.161623e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21616210.000000 Penalty: 5984.952637
	Iteration 36Q: 3 clusters Score -2.161621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21616212.000000 Penalty: 5984.952637
	Iteration 37Q: 3 clusters Score -2.161621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172035 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -21616216.000000 Penalty: 5984.952637
	Iteration 38Q: 3 clusters Score -2.161622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21616198.000000 Penalty: 5984.952637
	Iteration 39Q: 3 clusters Score -2.16162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21616248.000000 Penalty: 5984.952637
	Iteration 40F: 3 clusters Score -2.161625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172063 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -21616302.000000 Penalty: 5984.952637
	Iteration 41Q: 3 clusters Score -2.16163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -21616314.000000 Penalty: 5984.952637
	Iteration 42Q: 3 clusters Score -2.161631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -21616310.000000 Penalty: 5984.952637
	Iteration 43Q: 3 clusters Score -2.161631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172100 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -21616326.000000 Penalty: 5984.952637
	Iteration 44Q: 3 clusters Score -2.161633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172110 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21616312.000000 Penalty: 5984.952637
	Iteration 45Q: 3 clusters Score -2.161631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -21616318.000000 Penalty: 5984.952637
	Iteration 46Q: 3 clusters Score -2.161632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21616330.000000 Penalty: 5984.952637
	Iteration 47Q: 3 clusters Score -2.161633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172128 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21616322.000000 Penalty: 5984.952637
	Iteration 48Q: 3 clusters Score -2.161632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21616328.000000 Penalty: 5984.952637
	Iteration 49Q: 3 clusters Score -2.161633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21616324.000000 Penalty: 5984.952637
	Iteration 50Q: 3 clusters Score -2.161632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172150 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21616346.000000 Penalty: 5984.952637
	Iteration 51Q: 3 clusters Score -2.161635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172161 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -21616326.000000 Penalty: 5984.952637
	Iteration 52Q: 3 clusters Score -2.161633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -21616326.000000 Penalty: 5984.952637
	Iteration 53Q: 3 clusters Score -2.161633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172169 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21616316.000000 Penalty: 5984.952637
	Iteration 54Q: 3 clusters Score -2.161632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172178 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21616324.000000 Penalty: 5984.952637
	Iteration 55Q: 3 clusters Score -2.161632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -21616314.000000 Penalty: 5984.952637
	Iteration 56Q: 3 clusters Score -2.161631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21616310.000000 Penalty: 5984.952637
	Iteration 57Q: 3 clusters Score -2.161631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172190 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21616322.000000 Penalty: 5984.952637
	Iteration 58Q: 3 clusters Score -2.161632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21616338.000000 Penalty: 5984.952637
	Iteration 59Q: 3 clusters Score -2.161634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172205 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -21616328.000000 Penalty: 5984.952637
	Iteration 60F: 3 clusters Score -2.161633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -21616318.000000 Penalty: 5984.952637
	Iteration 61Q: 3 clusters Score -2.161632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172216 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -21616334.000000 Penalty: 5984.952637
	Iteration 62Q: 3 clusters Score -2.161633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172219 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21616308.000000 Penalty: 5984.952637
	Iteration 63Q: 3 clusters Score -2.161631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172221 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -21616326.000000 Penalty: 5984.952637
	Iteration 64Q: 3 clusters Score -2.161633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -21616322.000000 Penalty: 5984.952637
	Iteration 65Q: 3 clusters Score -2.161632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21616320.000000 Penalty: 5984.952637
	Iteration 66Q: 3 clusters Score -2.161632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21616320.000000 Penalty: 5984.952637
	Iteration 67F: 3 clusters Score -2.161632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Entering Unmasked Estep 
Score: -4149931.250000 Penalty: 2590.056152
	Iteration 0F: 2 clusters Score -4149931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4126504.750000 Penalty: 5180.112305
	Iteration 0F: 3 clusters Score -4126505 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -4135587.000000 Penalty: 5180.112305
	Iteration 1F: 3 clusters Score -4135587 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4136936.250000 Penalty: 5180.112305
	Iteration 2F: 3 clusters Score -4136936 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4138846.500000 Penalty: 5180.112305
	Iteration 3F: 3 clusters Score -4138846 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4140732.500000 Penalty: 5180.112305
	Iteration 4F: 3 clusters Score -4140732 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4142353.250000 Penalty: 5180.112305
	Iteration 5F: 3 clusters Score -4142353 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -4143741.000000 Penalty: 5180.112305
	Iteration 6F: 3 clusters Score -4143741 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4144920.000000 Penalty: 5180.112305
	Iteration 7F: 3 clusters Score -4144920 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4145986.000000 Penalty: 5180.112305
	Iteration 8Q: 3 clusters Score -4145986 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4147032.750000 Penalty: 5180.112305
	Iteration 9Q: 3 clusters Score -4147033 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4147985.750000 Penalty: 5180.112305
	Iteration 10Q: 3 clusters Score -4147986 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4148797.750000 Penalty: 5180.112305
	Iteration 11Q: 3 clusters Score -4148798 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4149498.250000 Penalty: 5180.112305
	Iteration 12Q: 3 clusters Score -4149498 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4150182.250000 Penalty: 5180.112305
	Iteration 13Q: 3 clusters Score -4150182 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -4150763.250000 Penalty: 5180.112305
	Iteration 14Q: 3 clusters Score -4150763 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4151115.250000 Penalty: 5180.112305
	Iteration 15Q: 3 clusters Score -4151115 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4151308.250000 Penalty: 5180.112305
	Iteration 16Q: 3 clusters Score -4151308 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4151385.000000 Penalty: 5180.112305
	Iteration 17Q: 3 clusters Score -4151385 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4151427.000000 Penalty: 5180.112305
	Iteration 18Q: 3 clusters Score -4151427 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4151446.250000 Penalty: 5180.112305
	Iteration 19Q: 3 clusters Score -4151446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4151459.750000 Penalty: 5180.112305
	Iteration 20F: 3 clusters Score -4151460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -4151460.750000 Penalty: 5180.112305
	Iteration 21Q: 3 clusters Score -4151461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4151470.250000 Penalty: 5180.112305
	Iteration 22Q: 3 clusters Score -4151470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4151476.000000 Penalty: 5180.112305
	Iteration 23Q: 3 clusters Score -4151476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4151470.500000 Penalty: 5180.112305
	Iteration 24Q: 3 clusters Score -4151470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4151472.250000 Penalty: 5180.112305
	Iteration 25Q: 3 clusters Score -4151472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4151472.250000 Penalty: 5180.112305
	Iteration 26Q: 3 clusters Score -4151472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4151479.250000 Penalty: 5180.112305
	Iteration 27Q: 3 clusters Score -4151479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4151487.250000 Penalty: 5180.112305
	Iteration 28Q: 3 clusters Score -4151487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4151487.250000 Penalty: 5180.112305
	Iteration 29Q: 3 clusters Score -4151487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -4151492.500000 Penalty: 5180.112305
	Iteration 30Q: 3 clusters Score -4151492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4151494.250000 Penalty: 5180.112305
	Iteration 31Q: 3 clusters Score -4151494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4151491.000000 Penalty: 5180.112305
	Iteration 32Q: 3 clusters Score -4151491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4151496.250000 Penalty: 5180.112305
	Iteration 33Q: 3 clusters Score -4151496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4151496.250000 Penalty: 5180.112305
	Iteration 34F: 3 clusters Score -4151496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 312115 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 229386 members 
Mstep: Class 21 contains 28255 members 
Entering Unmasked Estep 
Score: -194514688.000000 Penalty: 74437.460938
Splitting cluster 17 changes total score from -194479648.000000 to -194514688.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (312115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312115 members 
Entering Unmasked Estep 
Score: -38182804.000000 Penalty: 3137.479492
	Iteration 0F: 2 clusters Score -3.81828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 155852 members 
Entering Unmasked Estep 
Score: -38001200.000000 Penalty: 6274.958984
	Iteration 0F: 3 clusters Score -3.80012e+07 nChanged 151254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -38090644.000000 Penalty: 6274.958984
	Iteration 1F: 3 clusters Score -3.809064e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -38092492.000000 Penalty: 6274.958984
	Iteration 2Q: 3 clusters Score -3.809249e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165342 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -38094888.000000 Penalty: 6274.958984
	Iteration 3Q: 3 clusters Score -3.809489e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 143675 members 
Entering Unmasked Estep 
Score: -38098500.000000 Penalty: 6274.958984
	Iteration 4Q: 3 clusters Score -3.80985e+07 nChanged 14970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172154 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -38104264.000000 Penalty: 6274.958984
	Iteration 5Q: 3 clusters Score -3.810426e+07 nChanged 18094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175764 members 
Mstep: Class 2 contains 136351 members 
Entering Unmasked Estep 
Score: -38114476.000000 Penalty: 6274.958984
	Iteration 6F: 3 clusters Score -3.811448e+07 nChanged 20801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177869 members 
Mstep: Class 2 contains 134246 members 
Entering Unmasked Estep 
Score: -38129360.000000 Penalty: 6274.958984
	Iteration 7F: 3 clusters Score -3.812936e+07 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177220 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -38144340.000000 Penalty: 6274.958984
	Iteration 8F: 3 clusters Score -3.814434e+07 nChanged 18115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -38152304.000000 Penalty: 6274.958984
	Iteration 9F: 3 clusters Score -3.81523e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171551 members 
Mstep: Class 2 contains 140564 members 
Entering Unmasked Estep 
Score: -38154932.000000 Penalty: 6274.958984
	Iteration 10Q: 3 clusters Score -3.815493e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 143530 members 
Entering Unmasked Estep 
Score: -38156120.000000 Penalty: 6274.958984
	Iteration 11Q: 3 clusters Score -3.815612e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165688 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -38157136.000000 Penalty: 6274.958984
	Iteration 12Q: 3 clusters Score -3.815714e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -38158036.000000 Penalty: 6274.958984
	Iteration 13Q: 3 clusters Score -3.815804e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -38159284.000000 Penalty: 6274.958984
	Iteration 14Q: 3 clusters Score -3.815928e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 155778 members 
Entering Unmasked Estep 
Score: -38160484.000000 Penalty: 6274.958984
	Iteration 15Q: 3 clusters Score -3.816048e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -38161492.000000 Penalty: 6274.958984
	Iteration 16Q: 3 clusters Score -3.816149e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -38162704.000000 Penalty: 6274.958984
	Iteration 17Q: 3 clusters Score -3.81627e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145398 members 
Mstep: Class 2 contains 166717 members 
Entering Unmasked Estep 
Score: -38164080.000000 Penalty: 6274.958984
	Iteration 18Q: 3 clusters Score -3.816408e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 170610 members 
Entering Unmasked Estep 
Score: -38165304.000000 Penalty: 6274.958984
	Iteration 19Q: 3 clusters Score -3.81653e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 174573 members 
Entering Unmasked Estep 
Score: -38166468.000000 Penalty: 6274.958984
	Iteration 20F: 3 clusters Score -3.816647e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -38167092.000000 Penalty: 6274.958984
	Iteration 21Q: 3 clusters Score -3.816709e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129142 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -38167864.000000 Penalty: 6274.958984
	Iteration 22Q: 3 clusters Score -3.816786e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125135 members 
Mstep: Class 2 contains 186980 members 
Entering Unmasked Estep 
Score: -38168680.000000 Penalty: 6274.958984
	Iteration 23Q: 3 clusters Score -3.816868e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121392 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -38169116.000000 Penalty: 6274.958984
	Iteration 24Q: 3 clusters Score -3.816912e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 193894 members 
Entering Unmasked Estep 
Score: -38169116.000000 Penalty: 6274.958984
	Iteration 25Q: 3 clusters Score -3.816912e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115475 members 
Mstep: Class 2 contains 196640 members 
Entering Unmasked Estep 
Score: -38168820.000000 Penalty: 6274.958984
	Iteration 26Q: 3 clusters Score -3.816882e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 198839 members 
Entering Unmasked Estep 
Score: -38168472.000000 Penalty: 6274.958984
	Iteration 27Q: 3 clusters Score -3.816847e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 200343 members 
Entering Unmasked Estep 
Score: -38167996.000000 Penalty: 6274.958984
	Iteration 28Q: 3 clusters Score -3.8168e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 201427 members 
Entering Unmasked Estep 
Score: -38167644.000000 Penalty: 6274.958984
	Iteration 29Q: 3 clusters Score -3.816764e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 201953 members 
Entering Unmasked Estep 
Score: -38167052.000000 Penalty: 6274.958984
	Iteration 30Q: 3 clusters Score -3.816705e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 202202 members 
Entering Unmasked Estep 
Score: -38166488.000000 Penalty: 6274.958984
	Iteration 31Q: 3 clusters Score -3.816649e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 202065 members 
Entering Unmasked Estep 
Score: -38166328.000000 Penalty: 6274.958984
	Iteration 32Q: 3 clusters Score -3.816633e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 201703 members 
Entering Unmasked Estep 
Score: -38166072.000000 Penalty: 6274.958984
	Iteration 33Q: 3 clusters Score -3.816607e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Mstep: Class 2 contains 201049 members 
Entering Unmasked Estep 
Score: -38165908.000000 Penalty: 6274.958984
	Iteration 34Q: 3 clusters Score -3.816591e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112024 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -38165640.000000 Penalty: 6274.958984
	Iteration 35Q: 3 clusters Score -3.816564e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113149 members 
Mstep: Class 2 contains 198966 members 
Entering Unmasked Estep 
Score: -38165516.000000 Penalty: 6274.958984
	Iteration 36Q: 3 clusters Score -3.816552e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 197687 members 
Entering Unmasked Estep 
Score: -38165552.000000 Penalty: 6274.958984
	Iteration 37Q: 3 clusters Score -3.816555e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115852 members 
Mstep: Class 2 contains 196263 members 
Entering Unmasked Estep 
Score: -38165532.000000 Penalty: 6274.958984
	Iteration 38Q: 3 clusters Score -3.816553e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 194811 members 
Entering Unmasked Estep 
Score: -38165504.000000 Penalty: 6274.958984
	Iteration 39Q: 3 clusters Score -3.81655e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118885 members 
Mstep: Class 2 contains 193230 members 
Entering Unmasked Estep 
Score: -38165792.000000 Penalty: 6274.958984
	Iteration 40F: 3 clusters Score -3.816579e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 191607 members 
Entering Unmasked Estep 
Score: -38165668.000000 Penalty: 6274.958984
	Iteration 41Q: 3 clusters Score -3.816567e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122255 members 
Mstep: Class 2 contains 189860 members 
Entering Unmasked Estep 
Score: -38165788.000000 Penalty: 6274.958984
	Iteration 42Q: 3 clusters Score -3.816579e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 187993 members 
Entering Unmasked Estep 
Score: -38165980.000000 Penalty: 6274.958984
	Iteration 43Q: 3 clusters Score -3.816598e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126107 members 
Mstep: Class 2 contains 186008 members 
Entering Unmasked Estep 
Score: -38166276.000000 Penalty: 6274.958984
	Iteration 44Q: 3 clusters Score -3.816628e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128088 members 
Mstep: Class 2 contains 184027 members 
Entering Unmasked Estep 
Score: -38166452.000000 Penalty: 6274.958984
	Iteration 45Q: 3 clusters Score -3.816645e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -38166616.000000 Penalty: 6274.958984
	Iteration 46Q: 3 clusters Score -3.816662e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -38166748.000000 Penalty: 6274.958984
	Iteration 47Q: 3 clusters Score -3.816675e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 178056 members 
Entering Unmasked Estep 
Score: -38167060.000000 Penalty: 6274.958984
	Iteration 48Q: 3 clusters Score -3.816706e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135968 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -38167476.000000 Penalty: 6274.958984
	Iteration 49Q: 3 clusters Score -3.816748e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -38167704.000000 Penalty: 6274.958984
	Iteration 50Q: 3 clusters Score -3.81677e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -38167936.000000 Penalty: 6274.958984
	Iteration 51Q: 3 clusters Score -3.816794e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141192 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -38168172.000000 Penalty: 6274.958984
	Iteration 52Q: 3 clusters Score -3.816817e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142900 members 
Mstep: Class 2 contains 169215 members 
Entering Unmasked Estep 
Score: -38168548.000000 Penalty: 6274.958984
	Iteration 53Q: 3 clusters Score -3.816855e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 167514 members 
Entering Unmasked Estep 
Score: -38168864.000000 Penalty: 6274.958984
	Iteration 54Q: 3 clusters Score -3.816886e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 165813 members 
Entering Unmasked Estep 
Score: -38169208.000000 Penalty: 6274.958984
	Iteration 55Q: 3 clusters Score -3.816921e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -38169636.000000 Penalty: 6274.958984
	Iteration 56Q: 3 clusters Score -3.816964e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -38170060.000000 Penalty: 6274.958984
	Iteration 57Q: 3 clusters Score -3.817006e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -38170468.000000 Penalty: 6274.958984
	Iteration 58Q: 3 clusters Score -3.817047e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 158589 members 
Entering Unmasked Estep 
Score: -38170720.000000 Penalty: 6274.958984
	Iteration 59Q: 3 clusters Score -3.817072e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155465 members 
Mstep: Class 2 contains 156650 members 
Entering Unmasked Estep 
Score: -38171192.000000 Penalty: 6274.958984
	Iteration 60F: 3 clusters Score -3.817119e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157482 members 
Mstep: Class 2 contains 154633 members 
Entering Unmasked Estep 
Score: -38171520.000000 Penalty: 6274.958984
	Iteration 61Q: 3 clusters Score -3.817152e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159512 members 
Mstep: Class 2 contains 152603 members 
Entering Unmasked Estep 
Score: -38171984.000000 Penalty: 6274.958984
	Iteration 62Q: 3 clusters Score -3.817198e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 150588 members 
Entering Unmasked Estep 
Score: -38172384.000000 Penalty: 6274.958984
	Iteration 63Q: 3 clusters Score -3.817238e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 148603 members 
Entering Unmasked Estep 
Score: -38172872.000000 Penalty: 6274.958984
	Iteration 64Q: 3 clusters Score -3.817287e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 146609 members 
Entering Unmasked Estep 
Score: -38173268.000000 Penalty: 6274.958984
	Iteration 65Q: 3 clusters Score -3.817327e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167565 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -38173568.000000 Penalty: 6274.958984
	Iteration 66Q: 3 clusters Score -3.817357e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 142533 members 
Entering Unmasked Estep 
Score: -38173620.000000 Penalty: 6274.958984
	Iteration 67Q: 3 clusters Score -3.817362e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171640 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -38173856.000000 Penalty: 6274.958984
	Iteration 68Q: 3 clusters Score -3.817386e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173794 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -38174024.000000 Penalty: 6274.958984
	Iteration 69Q: 3 clusters Score -3.817402e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -38174132.000000 Penalty: 6274.958984
	Iteration 70Q: 3 clusters Score -3.817413e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -38174116.000000 Penalty: 6274.958984
	Iteration 71Q: 3 clusters Score -3.817412e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180309 members 
Mstep: Class 2 contains 131806 members 
Entering Unmasked Estep 
Score: -38174188.000000 Penalty: 6274.958984
	Iteration 72Q: 3 clusters Score -3.817419e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182511 members 
Mstep: Class 2 contains 129604 members 
Entering Unmasked Estep 
Score: -38174212.000000 Penalty: 6274.958984
	Iteration 73Q: 3 clusters Score -3.817421e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -38174264.000000 Penalty: 6274.958984
	Iteration 74Q: 3 clusters Score -3.817426e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186854 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
Score: -38174012.000000 Penalty: 6274.958984
	Iteration 75Q: 3 clusters Score -3.817401e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 123153 members 
Entering Unmasked Estep 
Score: -38173840.000000 Penalty: 6274.958984
	Iteration 76Q: 3 clusters Score -3.817384e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191016 members 
Mstep: Class 2 contains 121099 members 
Entering Unmasked Estep 
Score: -38173772.000000 Penalty: 6274.958984
	Iteration 77Q: 3 clusters Score -3.817377e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193038 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -38173660.000000 Penalty: 6274.958984
	Iteration 78Q: 3 clusters Score -3.817366e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195001 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -38173676.000000 Penalty: 6274.958984
	Iteration 79Q: 3 clusters Score -3.817368e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196958 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -38173720.000000 Penalty: 6274.958984
	Iteration 80F: 3 clusters Score -3.817372e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199015 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -38173732.000000 Penalty: 6274.958984
	Iteration 81Q: 3 clusters Score -3.817373e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201085 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -38173728.000000 Penalty: 6274.958984
	Iteration 82Q: 3 clusters Score -3.817373e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203070 members 
Mstep: Class 2 contains 109045 members 
Entering Unmasked Estep 
Score: -38173436.000000 Penalty: 6274.958984
	Iteration 83Q: 3 clusters Score -3.817344e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205000 members 
Mstep: Class 2 contains 107115 members 
Entering Unmasked Estep 
Score: -38173432.000000 Penalty: 6274.958984
	Iteration 84Q: 3 clusters Score -3.817343e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206885 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -38173484.000000 Penalty: 6274.958984
	Iteration 85Q: 3 clusters Score -3.817348e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208791 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -38173676.000000 Penalty: 6274.958984
	Iteration 86Q: 3 clusters Score -3.817368e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210669 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -38173792.000000 Penalty: 6274.958984
	Iteration 87Q: 3 clusters Score -3.817379e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212529 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -38173644.000000 Penalty: 6274.958984
	Iteration 88Q: 3 clusters Score -3.817364e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214360 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -38173764.000000 Penalty: 6274.958984
	Iteration 89Q: 3 clusters Score -3.817376e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216246 members 
Mstep: Class 2 contains 95869 members 
Entering Unmasked Estep 
Score: -38173792.000000 Penalty: 6274.958984
	Iteration 90Q: 3 clusters Score -3.817379e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218151 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -38173776.000000 Penalty: 6274.958984
	Iteration 91Q: 3 clusters Score -3.817378e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220061 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -38174080.000000 Penalty: 6274.958984
	Iteration 92Q: 3 clusters Score -3.817408e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221979 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -38174352.000000 Penalty: 6274.958984
	Iteration 93Q: 3 clusters Score -3.817435e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223844 members 
Mstep: Class 2 contains 88271 members 
Entering Unmasked Estep 
Score: -38174864.000000 Penalty: 6274.958984
	Iteration 94Q: 3 clusters Score -3.817486e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225798 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -38175212.000000 Penalty: 6274.958984
	Iteration 95Q: 3 clusters Score -3.817521e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227839 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -38175652.000000 Penalty: 6274.958984
	Iteration 96Q: 3 clusters Score -3.817565e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229934 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -38176036.000000 Penalty: 6274.958984
	Iteration 97Q: 3 clusters Score -3.817604e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232075 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -38176576.000000 Penalty: 6274.958984
	Iteration 98Q: 3 clusters Score -3.817658e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234303 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -38177040.000000 Penalty: 6274.958984
	Iteration 99Q: 3 clusters Score -3.817704e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236492 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -38177600.000000 Penalty: 6274.958984
	Iteration 100F: 3 clusters Score -3.81776e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238639 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3.817818e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240812 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3.81786e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243066 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3.81793e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245333 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -38179728.000000 Penalty: 6274.958984
	Iteration 104Q: 3 clusters Score -3.817973e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247582 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3.818035e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249869 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3.818098e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252114 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3.818136e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254394 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.818178e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256679 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -38182336.000000 Penalty: 6274.958984
	Iteration 109Q: 3 clusters Score -3.818234e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258938 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3.81829e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261102 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3.818354e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263153 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3.818394e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265067 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3.818442e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266916 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3.818485e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268655 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -38185140.000000 Penalty: 6274.958984
	Iteration 115Q: 3 clusters Score -3.818514e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270263 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3.818532e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271765 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3.818546e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273147 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3.818562e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274481 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3.818594e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275733 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3.818599e+07 nChanged 1150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 276883 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3.818612e+07 nChanged 1046
Entering Unmasked Mstep 
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Mstep: Class 1 contains 277929 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.81863e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278900 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3.818636e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279736 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3.818637e+07 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 280511 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3.818639e+07 nChanged 726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 281237 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3.818635e+07 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 281925 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -38186368.000000 Penalty: 6274.958984
	Iteration 127Q: 3 clusters Score -3.818637e+07 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 282559 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3.81863e+07 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 283129 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3.818634e+07 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 283667 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3.818637e+07 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 284170 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3.818648e+07 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 284650 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3.818647e+07 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 285107 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3.818651e+07 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 285553 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3.818665e+07 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 285954 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3.818692e+07 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 286322 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3.818701e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 286638 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3.818706e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 286940 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -38187104.000000 Penalty: 6274.958984
	Iteration 138Q: 3 clusters Score -3.81871e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287259 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -38187200.000000 Penalty: 6274.958984
	Iteration 139Q: 3 clusters Score -3.81872e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287578 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3.818742e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287927 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3.818762e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288281 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3.818764e+07 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 288614 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3.818771e+07 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 288936 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3.818765e+07 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 289245 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3.818763e+07 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 289538 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -38187612.000000 Penalty: 6274.958984
	Iteration 146Q: 3 clusters Score -3.818761e+07 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 289796 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3.818757e+07 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290021 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3.818755e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290220 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3.818757e+07 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290394 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3.81876e+07 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290559 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3.818766e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290705 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3.818764e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290837 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3.818762e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 290953 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3.818759e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291059 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3.81876e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291162 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3.81876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291261 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3.818759e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291352 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3.818762e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291457 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3.818763e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291553 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3.818757e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291655 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3.818759e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291742 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3.818752e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291834 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3.818752e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291903 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3.818753e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291952 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3.818752e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 291996 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3.818752e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292045 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3.818753e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292093 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3.81875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292142 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3.81875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292185 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3.818748e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292226 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3.818746e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292267 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -3.818742e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292304 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -38187432.000000 Penalty: 6274.958984
	Iteration 173Q: 3 clusters Score -3.818743e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292335 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3.818738e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292358 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3.818738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292383 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3.818742e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292400 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3.818741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292414 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3.818738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292432 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3.818735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292447 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -38187332.000000 Penalty: 6274.958984
	Iteration 180F: 3 clusters Score -3.818733e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292462 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -38187324.000000 Penalty: 6274.958984
	Iteration 181Q: 3 clusters Score -3.818732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292486 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -38187312.000000 Penalty: 6274.958984
	Iteration 182Q: 3 clusters Score -3.818731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292513 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -38187296.000000 Penalty: 6274.958984
	Iteration 183Q: 3 clusters Score -3.81873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292537 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -38187268.000000 Penalty: 6274.958984
	Iteration 184Q: 3 clusters Score -3.818727e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 292553 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3.818724e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292584 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -38187216.000000 Penalty: 6274.958984
	Iteration 186Q: 3 clusters Score -3.818722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292610 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -38187192.000000 Penalty: 6274.958984
	Iteration 187Q: 3 clusters Score -3.818719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292630 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3.818722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292650 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -38187204.000000 Penalty: 6274.958984
	Iteration 189Q: 3 clusters Score -3.81872e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292673 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -38187220.000000 Penalty: 6274.958984
	Iteration 190Q: 3 clusters Score -3.818722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292686 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -38187228.000000 Penalty: 6274.958984
	Iteration 191Q: 3 clusters Score -3.818723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292702 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -38187216.000000 Penalty: 6274.958984
	Iteration 192Q: 3 clusters Score -3.818722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292717 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -38187208.000000 Penalty: 6274.958984
	Iteration 193Q: 3 clusters Score -3.818721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292731 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -38187220.000000 Penalty: 6274.958984
	Iteration 194Q: 3 clusters Score -3.818722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292749 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -38187228.000000 Penalty: 6274.958984
	Iteration 195Q: 3 clusters Score -3.818723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292761 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -38187244.000000 Penalty: 6274.958984
	Iteration 196Q: 3 clusters Score -3.818724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292777 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -38187204.000000 Penalty: 6274.958984
	Iteration 197Q: 3 clusters Score -3.81872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292790 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -38187208.000000 Penalty: 6274.958984
	Iteration 198Q: 3 clusters Score -3.818721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292796 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -38187196.000000 Penalty: 6274.958984
	Iteration 199Q: 3 clusters Score -3.81872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292803 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -38187212.000000 Penalty: 6274.958984
	Iteration 200F: 3 clusters Score -3.818721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292812 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -38187228.000000 Penalty: 6274.958984
	Iteration 201Q: 3 clusters Score -3.818723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292824 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -38187236.000000 Penalty: 6274.958984
	Iteration 202Q: 3 clusters Score -3.818724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292830 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -38187256.000000 Penalty: 6274.958984
	Iteration 203Q: 3 clusters Score -3.818726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292834 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -38187272.000000 Penalty: 6274.958984
	Iteration 204Q: 3 clusters Score -3.818727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292836 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -38187264.000000 Penalty: 6274.958984
	Iteration 205Q: 3 clusters Score -3.818726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292839 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -38187272.000000 Penalty: 6274.958984
	Iteration 206Q: 3 clusters Score -3.818727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292844 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -38187260.000000 Penalty: 6274.958984
	Iteration 207Q: 3 clusters Score -3.818726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292847 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -38187248.000000 Penalty: 6274.958984
	Iteration 208Q: 3 clusters Score -3.818725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292853 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -38187260.000000 Penalty: 6274.958984
	Iteration 209Q: 3 clusters Score -3.818726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292859 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -38187300.000000 Penalty: 6274.958984
	Iteration 210Q: 3 clusters Score -3.81873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292867 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -38187296.000000 Penalty: 6274.958984
	Iteration 211Q: 3 clusters Score -3.81873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292872 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -38187280.000000 Penalty: 6274.958984
	Iteration 212Q: 3 clusters Score -3.818728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292872 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -38187292.000000 Penalty: 6274.958984
	Iteration 213Q: 3 clusters Score -3.818729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292873 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -38187300.000000 Penalty: 6274.958984
	Iteration 214Q: 3 clusters Score -3.81873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292877 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -38187292.000000 Penalty: 6274.958984
	Iteration 215Q: 3 clusters Score -3.818729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292879 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -38187288.000000 Penalty: 6274.958984
	Iteration 216Q: 3 clusters Score -3.818729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292883 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -38187300.000000 Penalty: 6274.958984
	Iteration 217Q: 3 clusters Score -3.81873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292886 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -38187320.000000 Penalty: 6274.958984
	Iteration 218Q: 3 clusters Score -3.818732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292888 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -38187308.000000 Penalty: 6274.958984
	Iteration 219Q: 3 clusters Score -3.818731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292887 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -38187296.000000 Penalty: 6274.958984
	Iteration 220F: 3 clusters Score -3.81873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292889 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -38187308.000000 Penalty: 6274.958984
	Iteration 221Q: 3 clusters Score -3.818731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292889 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -38187308.000000 Penalty: 6274.958984
	Iteration 222F: 3 clusters Score -3.818731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 3 contains 2046 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 7 contains 5547 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 292889 members 
Mstep: Class 19 contains 1023 members 
Mstep: Class 20 contains 229386 members 
Mstep: Class 21 contains 28255 members 
Mstep: Class 22 contains 19226 members 
Entering Unmasked Estep 
Score: -194522208.000000 Penalty: 77982.101562
Splitting cluster 18 changes total score from -194479648.000000 to -194522208.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 190974 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 146221 members 
Mstep: Class 6 contains 185927 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 91885 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 12092 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 173935 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 292889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2952.090576 but Gain 3544.640625
Score: -194534672.000000 Penalty: 74437.460938
Iteration 39Q: 22 clusters Score -1.945347e+08 nChanged 41161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 191548 members 
Mstep: Class 4 contains 16471 members 
Mstep: Class 5 contains 149278 members 
Mstep: Class 6 contains 185747 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 93242 members 
Mstep: Class 10 contains 4311 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 6215 members 
Mstep: Class 15 contains 6599 members 
Mstep: Class 16 contains 174966 members 
Mstep: Class 17 contains 7203 members 
Mstep: Class 18 contains 296398 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 221641 members 
Mstep: Class 21 contains 26666 members 
Mstep: Class 22 contains 19680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194552016.000000 Penalty: 74437.460938
Iteration 40F: 22 clusters Score -1.94552e+08 nChanged 36501
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 181683 members 
Mstep: Class 2 contains 189533 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 152288 members 
Mstep: Class 6 contains 184146 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 93756 members 
Mstep: Class 10 contains 4364 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 11935 members 
Mstep: Class 14 contains 6520 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 175887 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 295055 members 
Mstep: Class 19 contains 1041 members 
Mstep: Class 20 contains 219136 members 
Mstep: Class 21 contains 27851 members 
Mstep: Class 22 contains 22132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194562528.000000 Penalty: 74437.460938
Iteration 41Q: 22 clusters Score -1.945625e+08 nChanged 29092
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 180816 members 
Mstep: Class 2 contains 187876 members 
Mstep: Class 4 contains 14857 members 
Mstep: Class 5 contains 155531 members 
Mstep: Class 6 contains 183040 members 
Mstep: Class 7 contains 5693 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 93880 members 
Mstep: Class 10 contains 4407 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 11783 members 
Mstep: Class 14 contains 6683 members 
Mstep: Class 15 contains 6824 members 
Mstep: Class 16 contains 176982 members 
Mstep: Class 17 contains 8595 members 
Mstep: Class 18 contains 293787 members 
Mstep: Class 19 contains 1048 members 
Mstep: Class 20 contains 215840 members 
Mstep: Class 21 contains 28899 members 
Mstep: Class 22 contains 24136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194571488.000000 Penalty: 74437.460938
Iteration 42Q: 22 clusters Score -1.945715e+08 nChanged 26615
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 180150 members 
Mstep: Class 2 contains 186307 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 159040 members 
Mstep: Class 6 contains 182126 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 4936 members 
Mstep: Class 9 contains 93722 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 12 contains 4356 members 
Mstep: Class 13 contains 11661 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 6960 members 
Mstep: Class 16 contains 178065 members 
Mstep: Class 17 contains 9103 members 
Mstep: Class 18 contains 292355 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 212231 members 
Mstep: Class 21 contains 29927 members 
Mstep: Class 22 contains 26137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194579216.000000 Penalty: 74437.460938
Iteration 43Q: 22 clusters Score -1.945792e+08 nChanged 25740
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 184713 members 
Mstep: Class 4 contains 13964 members 
Mstep: Class 5 contains 162797 members 
Mstep: Class 6 contains 181385 members 
Mstep: Class 7 contains 5880 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 93381 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 4698 members 
Mstep: Class 13 contains 11568 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 7105 members 
Mstep: Class 16 contains 179104 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 290727 members 
Mstep: Class 19 contains 1054 members 
Mstep: Class 20 contains 208613 members 
Mstep: Class 21 contains 30975 members 
Mstep: Class 22 contains 28162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194585248.000000 Penalty: 74437.460938
Iteration 44Q: 22 clusters Score -1.945852e+08 nChanged 25277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178962 members 
Mstep: Class 2 contains 183205 members 
Mstep: Class 4 contains 13635 members 
Mstep: Class 5 contains 166569 members 
Mstep: Class 6 contains 180929 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 4913 members 
Mstep: Class 9 contains 92880 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 5006 members 
Mstep: Class 13 contains 11457 members 
Mstep: Class 14 contains 6862 members 
Mstep: Class 15 contains 7254 members 
Mstep: Class 16 contains 179823 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 288911 members 
Mstep: Class 19 contains 1055 members 
Mstep: Class 20 contains 205083 members 
Mstep: Class 21 contains 32090 members 
Mstep: Class 22 contains 30259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194593824.000000 Penalty: 74437.460938
Iteration 45Q: 22 clusters Score -1.945938e+08 nChanged 24987
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 181844 members 
Mstep: Class 4 contains 13527 members 
Mstep: Class 5 contains 170072 members 
Mstep: Class 6 contains 180581 members 
Mstep: Class 7 contains 6044 members 
Mstep: Class 8 contains 4899 members 
Mstep: Class 9 contains 92254 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 2324 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 11362 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 180169 members 
Mstep: Class 17 contains 10491 members 
Mstep: Class 18 contains 287284 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 201735 members 
Mstep: Class 21 contains 33327 members 
Mstep: Class 22 contains 32321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194600800.000000 Penalty: 74437.460938
Iteration 46Q: 22 clusters Score -1.946008e+08 nChanged 24300
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177866 members 
Mstep: Class 2 contains 180808 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 172993 members 
Mstep: Class 6 contains 180451 members 
Mstep: Class 7 contains 6121 members 
Mstep: Class 8 contains 4882 members 
Mstep: Class 9 contains 91496 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 11246 members 
Mstep: Class 14 contains 6871 members 
Mstep: Class 15 contains 7517 members 
Mstep: Class 16 contains 180256 members 
Mstep: Class 17 contains 10869 members 
Mstep: Class 18 contains 285729 members 
Mstep: Class 19 contains 1069 members 
Mstep: Class 20 contains 198792 members 
Mstep: Class 21 contains 34475 members 
Mstep: Class 22 contains 34387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194606080.000000 Penalty: 74437.460938
Iteration 47Q: 22 clusters Score -1.946061e+08 nChanged 23313
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177437 members 
Mstep: Class 2 contains 180090 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 175261 members 
Mstep: Class 6 contains 180510 members 
Mstep: Class 7 contains 6193 members 
Mstep: Class 8 contains 4875 members 
Mstep: Class 9 contains 90591 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 5637 members 
Mstep: Class 13 contains 11125 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 7636 members 
Mstep: Class 16 contains 180279 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 284140 members 
Mstep: Class 19 contains 1076 members 
Mstep: Class 20 contains 196277 members 
Mstep: Class 21 contains 35567 members 
Mstep: Class 22 contains 36449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194612112.000000 Penalty: 74437.460938
Iteration 48Q: 22 clusters Score -1.946121e+08 nChanged 22154
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177158 members 
Mstep: Class 2 contains 179651 members 
Mstep: Class 4 contains 13591 members 
Mstep: Class 5 contains 176751 members 
Mstep: Class 6 contains 180709 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 4858 members 
Mstep: Class 9 contains 89633 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 5781 members 
Mstep: Class 13 contains 11000 members 
Mstep: Class 14 contains 6884 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 180160 members 
Mstep: Class 17 contains 11497 members 
Mstep: Class 18 contains 282697 members 
Mstep: Class 19 contains 1079 members 
Mstep: Class 20 contains 194248 members 
Mstep: Class 21 contains 36622 members 
Mstep: Class 22 contains 38357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194616544.000000 Penalty: 74437.460938
Iteration 49Q: 22 clusters Score -1.946165e+08 nChanged 21013
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176993 members 
Mstep: Class 2 contains 179472 members 
Mstep: Class 4 contains 13624 members 
Mstep: Class 5 contains 177568 members 
Mstep: Class 6 contains 181022 members 
Mstep: Class 7 contains 6321 members 
Mstep: Class 8 contains 4838 members 
Mstep: Class 9 contains 88602 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 7885 members 
Mstep: Class 16 contains 179978 members 
Mstep: Class 17 contains 11753 members 
Mstep: Class 18 contains 281271 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 192665 members 
Mstep: Class 21 contains 37706 members 
Mstep: Class 22 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621776.000000 Penalty: 74437.460938
Iteration 50Q: 22 clusters Score -1.946218e+08 nChanged 19438
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176853 members 
Mstep: Class 2 contains 179574 members 
Mstep: Class 4 contains 13654 members 
Mstep: Class 5 contains 177669 members 
Mstep: Class 6 contains 181287 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 87561 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 10765 members 
Mstep: Class 14 contains 6891 members 
Mstep: Class 15 contains 8014 members 
Mstep: Class 16 contains 179646 members 
Mstep: Class 17 contains 12014 members 
Mstep: Class 18 contains 280075 members 
Mstep: Class 19 contains 1083 members 
Mstep: Class 20 contains 191485 members 
Mstep: Class 21 contains 38780 members 
Mstep: Class 22 contains 42038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194625232.000000 Penalty: 74437.460938
Iteration 51Q: 22 clusters Score -1.946252e+08 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176802 members 
Mstep: Class 2 contains 179934 members 
Mstep: Class 4 contains 13667 members 
Mstep: Class 5 contains 177145 members 
Mstep: Class 6 contains 181544 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 4823 members 
Mstep: Class 9 contains 86553 members 
Mstep: Class 10 contains 4937 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 6035 members 
Mstep: Class 13 contains 10679 members 
Mstep: Class 14 contains 6892 members 
Mstep: Class 15 contains 8132 members 
Mstep: Class 16 contains 179094 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 279203 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 190695 members 
Mstep: Class 21 contains 39755 members 
Mstep: Class 22 contains 43857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628464.000000 Penalty: 74437.460938
Iteration 52Q: 22 clusters Score -1.946285e+08 nChanged 16615
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176821 members 
Mstep: Class 2 contains 180399 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 176131 members 
Mstep: Class 6 contains 181754 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 85624 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 6080 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 178531 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 278575 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 190219 members 
Mstep: Class 21 contains 40545 members 
Mstep: Class 22 contains 45676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194631536.000000 Penalty: 74437.460938
Iteration 53Q: 22 clusters Score -1.946315e+08 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 181009 members 
Mstep: Class 4 contains 13747 members 
Mstep: Class 5 contains 174722 members 
Mstep: Class 6 contains 181977 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 4817 members 
Mstep: Class 9 contains 84777 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 6110 members 
Mstep: Class 13 contains 10474 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 177900 members 
Mstep: Class 17 contains 12510 members 
Mstep: Class 18 contains 277924 members 
Mstep: Class 19 contains 1095 members 
Mstep: Class 20 contains 190132 members 
Mstep: Class 21 contains 41263 members 
Mstep: Class 22 contains 47427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634432.000000 Penalty: 74437.460938
Iteration 54Q: 22 clusters Score -1.946344e+08 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176961 members 
Mstep: Class 2 contains 181756 members 
Mstep: Class 4 contains 13780 members 
Mstep: Class 5 contains 173088 members 
Mstep: Class 6 contains 182207 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 84030 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 6146 members 
Mstep: Class 13 contains 10359 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 177335 members 
Mstep: Class 17 contains 12611 members 
Mstep: Class 18 contains 277269 members 
Mstep: Class 19 contains 1098 members 
Mstep: Class 20 contains 190131 members 
Mstep: Class 21 contains 41910 members 
Mstep: Class 22 contains 49117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637680.000000 Penalty: 74437.460938
Iteration 55Q: 22 clusters Score -1.946377e+08 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177033 members 
Mstep: Class 2 contains 182303 members 
Mstep: Class 4 contains 13782 members 
Mstep: Class 5 contains 171406 members 
Mstep: Class 6 contains 182445 members 
Mstep: Class 7 contains 6510 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 83358 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 10220 members 
Mstep: Class 14 contains 6897 members 
Mstep: Class 15 contains 8463 members 
Mstep: Class 16 contains 176853 members 
Mstep: Class 17 contains 12700 members 
Mstep: Class 18 contains 276746 members 
Mstep: Class 19 contains 1098 members 
Mstep: Class 20 contains 190273 members 
Mstep: Class 21 contains 42490 members 
Mstep: Class 22 contains 50730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639936.000000 Penalty: 74437.460938
Iteration 56Q: 22 clusters Score -1.946399e+08 nChanged 12668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177075 members 
Mstep: Class 2 contains 182810 members 
Mstep: Class 4 contains 13745 members 
Mstep: Class 5 contains 169704 members 
Mstep: Class 6 contains 182677 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 4816 members 
Mstep: Class 9 contains 82771 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 2476 members 
Mstep: Class 12 contains 6222 members 
Mstep: Class 13 contains 10086 members 
Mstep: Class 14 contains 6904 members 
Mstep: Class 15 contains 8546 members 
Mstep: Class 16 contains 176445 members 
Mstep: Class 17 contains 12781 members 
Mstep: Class 18 contains 276246 members 
Mstep: Class 19 contains 1100 members 
Mstep: Class 20 contains 190519 members 
Mstep: Class 21 contains 42998 members 
Mstep: Class 22 contains 52230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640400.000000 Penalty: 74437.460938
Iteration 57Q: 22 clusters Score -1.946404e+08 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 183306 members 
Mstep: Class 4 contains 13700 members 
Mstep: Class 5 contains 168062 members 
Mstep: Class 6 contains 182820 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 82240 members 
Mstep: Class 10 contains 5195 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 6272 members 
Mstep: Class 13 contains 9940 members 
Mstep: Class 14 contains 6907 members 
Mstep: Class 15 contains 8627 members 
Mstep: Class 16 contains 176167 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 275875 members 
Mstep: Class 19 contains 1101 members 
Mstep: Class 20 contains 190789 members 
Mstep: Class 21 contains 43441 members 
Mstep: Class 22 contains 53617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194642560.000000 Penalty: 74437.460938
Iteration 58Q: 22 clusters Score -1.946426e+08 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177043 members 
Mstep: Class 2 contains 183743 members 
Mstep: Class 4 contains 13640 members 
Mstep: Class 5 contains 166456 members 
Mstep: Class 6 contains 182829 members 
Mstep: Class 7 contains 6617 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 81775 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 2511 members 
Mstep: Class 12 contains 6305 members 
Mstep: Class 13 contains 9799 members 
Mstep: Class 14 contains 6901 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 175914 members 
Mstep: Class 17 contains 12915 members 
Mstep: Class 18 contains 275540 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 191203 members 
Mstep: Class 21 contains 43867 members 
Mstep: Class 22 contains 54918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643504.000000 Penalty: 74437.460938
Iteration 59Q: 22 clusters Score -1.946435e+08 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 184057 members 
Mstep: Class 4 contains 13584 members 
Mstep: Class 5 contains 164970 members 
Mstep: Class 6 contains 182962 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 81428 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 2535 members 
Mstep: Class 12 contains 6337 members 
Mstep: Class 13 contains 9629 members 
Mstep: Class 14 contains 6902 members 
Mstep: Class 15 contains 8827 members 
Mstep: Class 16 contains 175721 members 
Mstep: Class 17 contains 12972 members 
Mstep: Class 18 contains 275108 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 191590 members 
Mstep: Class 21 contains 44230 members 
Mstep: Class 22 contains 56152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645760.000000 Penalty: 74437.460938
Iteration 60F: 22 clusters Score -1.946458e+08 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 184225 members 
Mstep: Class 4 contains 13832 members 
Mstep: Class 5 contains 163534 members 
Mstep: Class 6 contains 183098 members 
Mstep: Class 7 contains 6679 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 81074 members 
Mstep: Class 10 contains 5310 members 
Mstep: Class 11 contains 2565 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 9413 members 
Mstep: Class 14 contains 6896 members 
Mstep: Class 15 contains 8941 members 
Mstep: Class 16 contains 175575 members 
Mstep: Class 17 contains 13020 members 
Mstep: Class 18 contains 274654 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 191837 members 
Mstep: Class 21 contains 44687 members 
Mstep: Class 22 contains 57351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194647600.000000 Penalty: 74437.460938
Iteration 61Q: 22 clusters Score -1.946476e+08 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176797 members 
Mstep: Class 2 contains 184236 members 
Mstep: Class 4 contains 14044 members 
Mstep: Class 5 contains 162192 members 
Mstep: Class 6 contains 183268 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 4807 members 
Mstep: Class 9 contains 80739 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 6367 members 
Mstep: Class 13 contains 9197 members 
Mstep: Class 14 contains 6889 members 
Mstep: Class 15 contains 9063 members 
Mstep: Class 16 contains 175477 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 274170 members 
Mstep: Class 19 contains 1107 members 
Mstep: Class 20 contains 192132 members 
Mstep: Class 21 contains 45101 members 
Mstep: Class 22 contains 58520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194649232.000000 Penalty: 74437.460938
Iteration 62Q: 22 clusters Score -1.946492e+08 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176776 members 
Mstep: Class 2 contains 184113 members 
Mstep: Class 4 contains 14273 members 
Mstep: Class 5 contains 160936 members 
Mstep: Class 6 contains 183437 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 4798 members 
Mstep: Class 9 contains 80456 members 
Mstep: Class 10 contains 5382 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 8972 members 
Mstep: Class 14 contains 6884 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 175401 members 
Mstep: Class 17 contains 13081 members 
Mstep: Class 18 contains 273720 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 192382 members 
Mstep: Class 21 contains 45491 members 
Mstep: Class 22 contains 59651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194651680.000000 Penalty: 74437.460938
Iteration 63Q: 22 clusters Score -1.946517e+08 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 183965 members 
Mstep: Class 4 contains 14486 members 
Mstep: Class 5 contains 159790 members 
Mstep: Class 6 contains 183639 members 
Mstep: Class 7 contains 6820 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 80265 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 8753 members 
Mstep: Class 14 contains 6873 members 
Mstep: Class 15 contains 9313 members 
Mstep: Class 16 contains 175339 members 
Mstep: Class 17 contains 13093 members 
Mstep: Class 18 contains 273150 members 
Mstep: Class 19 contains 1106 members 
Mstep: Class 20 contains 192571 members 
Mstep: Class 21 contains 45854 members 
Mstep: Class 22 contains 60727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194652496.000000 Penalty: 74437.460938
Iteration 64Q: 22 clusters Score -1.946525e+08 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176841 members 
Mstep: Class 2 contains 183740 members 
Mstep: Class 4 contains 14655 members 
Mstep: Class 5 contains 158731 members 
Mstep: Class 6 contains 183936 members 
Mstep: Class 7 contains 6858 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 80159 members 
Mstep: Class 10 contains 5483 members 
Mstep: Class 11 contains 2688 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 8526 members 
Mstep: Class 14 contains 6872 members 
Mstep: Class 15 contains 9406 members 
Mstep: Class 16 contains 175307 members 
Mstep: Class 17 contains 13096 members 
Mstep: Class 18 contains 272626 members 
Mstep: Class 19 contains 1111 members 
Mstep: Class 20 contains 192611 members 
Mstep: Class 21 contains 46177 members 
Mstep: Class 22 contains 61784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194652672.000000 Penalty: 74437.460938
Iteration 65Q: 22 clusters Score -1.946527e+08 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 176925 members 
Mstep: Class 2 contains 183444 members 
Mstep: Class 4 contains 14822 members 
Mstep: Class 5 contains 157797 members 
Mstep: Class 6 contains 184270 members 
Mstep: Class 7 contains 6889 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 80076 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 15 contains 9475 members 
Mstep: Class 16 contains 175318 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 272012 members 
Mstep: Class 19 contains 1115 members 
Mstep: Class 20 contains 192687 members 
Mstep: Class 21 contains 46526 members 
Mstep: Class 22 contains 62731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653232.000000 Penalty: 74437.460938
Iteration 66Q: 22 clusters Score -1.946532e+08 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177022 members 
Mstep: Class 2 contains 183064 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 157065 members 
Mstep: Class 6 contains 184591 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 80044 members 
Mstep: Class 10 contains 5579 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 12 contains 6464 members 
Mstep: Class 13 contains 8044 members 
Mstep: Class 14 contains 6858 members 
Mstep: Class 15 contains 9546 members 
Mstep: Class 16 contains 175399 members 
Mstep: Class 17 contains 13082 members 
Mstep: Class 18 contains 271338 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 192657 members 
Mstep: Class 21 contains 46866 members 
Mstep: Class 22 contains 63668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653696.000000 Penalty: 74437.460938
Iteration 67Q: 22 clusters Score -1.946537e+08 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177128 members 
Mstep: Class 2 contains 182653 members 
Mstep: Class 4 contains 15204 members 
Mstep: Class 5 contains 156345 members 
Mstep: Class 6 contains 185003 members 
Mstep: Class 7 contains 6938 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 80016 members 
Mstep: Class 10 contains 5647 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 6472 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 6845 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 175536 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 270728 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 192547 members 
Mstep: Class 21 contains 47170 members 
Mstep: Class 22 contains 64471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653888.000000 Penalty: 74437.460938
Iteration 68Q: 22 clusters Score -1.946539e+08 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 182313 members 
Mstep: Class 4 contains 15417 members 
Mstep: Class 5 contains 155714 members 
Mstep: Class 6 contains 185364 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 80021 members 
Mstep: Class 10 contains 5686 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 7534 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 9719 members 
Mstep: Class 16 contains 175679 members 
Mstep: Class 17 contains 13063 members 
Mstep: Class 18 contains 270008 members 
Mstep: Class 19 contains 1122 members 
Mstep: Class 20 contains 192462 members 
Mstep: Class 21 contains 47440 members 
Mstep: Class 22 contains 65220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653936.000000 Penalty: 74437.460938
Iteration 69Q: 22 clusters Score -1.946539e+08 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177429 members 
Mstep: Class 2 contains 181992 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 155106 members 
Mstep: Class 6 contains 185775 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 80066 members 
Mstep: Class 10 contains 5730 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 6523 members 
Mstep: Class 13 contains 7294 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 9813 members 
Mstep: Class 16 contains 175880 members 
Mstep: Class 17 contains 13072 members 
Mstep: Class 18 contains 269306 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 192193 members 
Mstep: Class 21 contains 47676 members 
Mstep: Class 22 contains 65930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653904.000000 Penalty: 74437.460938
Iteration 70Q: 22 clusters Score -1.946539e+08 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 181586 members 
Mstep: Class 4 contains 15756 members 
Mstep: Class 5 contains 154580 members 
Mstep: Class 6 contains 186278 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 80125 members 
Mstep: Class 10 contains 5769 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6546 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 9897 members 
Mstep: Class 16 contains 176049 members 
Mstep: Class 17 contains 13081 members 
Mstep: Class 18 contains 268623 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 191846 members 
Mstep: Class 21 contains 47865 members 
Mstep: Class 22 contains 66660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653792.000000 Penalty: 74437.460938
Iteration 71Q: 22 clusters Score -1.946538e+08 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 181210 members 
Mstep: Class 4 contains 15914 members 
Mstep: Class 5 contains 154153 members 
Mstep: Class 6 contains 186747 members 
Mstep: Class 7 contains 7021 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 80203 members 
Mstep: Class 10 contains 5816 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 6845 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 16 contains 176230 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 18 contains 267935 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 191541 members 
Mstep: Class 21 contains 48049 members 
Mstep: Class 22 contains 67307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653760.000000 Penalty: 74437.460938
Iteration 72Q: 22 clusters Score -1.946538e+08 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177860 members 
Mstep: Class 2 contains 180847 members 
Mstep: Class 4 contains 16050 members 
Mstep: Class 5 contains 153825 members 
Mstep: Class 6 contains 187256 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 80262 members 
Mstep: Class 10 contains 5852 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6587 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 6842 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 176439 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 267158 members 
Mstep: Class 19 contains 1120 members 
Mstep: Class 20 contains 191218 members 
Mstep: Class 21 contains 48203 members 
Mstep: Class 22 contains 67927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654512.000000 Penalty: 74437.460938
Iteration 73Q: 22 clusters Score -1.946545e+08 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 177961 members 
Mstep: Class 2 contains 180528 members 
Mstep: Class 4 contains 16153 members 
Mstep: Class 5 contains 153630 members 
Mstep: Class 6 contains 187713 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 80320 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 6843 members 
Mstep: Class 15 contains 10232 members 
Mstep: Class 16 contains 176622 members 
Mstep: Class 17 contains 13120 members 
Mstep: Class 18 contains 266374 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 190899 members 
Mstep: Class 21 contains 48365 members 
Mstep: Class 22 contains 68529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653808.000000 Penalty: 74437.460938
Iteration 74Q: 22 clusters Score -1.946538e+08 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178095 members 
Mstep: Class 2 contains 180179 members 
Mstep: Class 4 contains 16271 members 
Mstep: Class 5 contains 153479 members 
Mstep: Class 6 contains 188140 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 80416 members 
Mstep: Class 10 contains 5883 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 6140 members 
Mstep: Class 14 contains 6845 members 
Mstep: Class 15 contains 10336 members 
Mstep: Class 16 contains 176823 members 
Mstep: Class 17 contains 13128 members 
Mstep: Class 18 contains 265490 members 
Mstep: Class 19 contains 1121 members 
Mstep: Class 20 contains 190637 members 
Mstep: Class 21 contains 48530 members 
Mstep: Class 22 contains 69092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654096.000000 Penalty: 74437.460938
Iteration 75Q: 22 clusters Score -1.946541e+08 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178209 members 
Mstep: Class 2 contains 179851 members 
Mstep: Class 4 contains 16349 members 
Mstep: Class 5 contains 153394 members 
Mstep: Class 6 contains 188522 members 
Mstep: Class 7 contains 7093 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 80531 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 6842 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 176996 members 
Mstep: Class 17 contains 13137 members 
Mstep: Class 18 contains 264611 members 
Mstep: Class 19 contains 1122 members 
Mstep: Class 20 contains 190397 members 
Mstep: Class 21 contains 48724 members 
Mstep: Class 22 contains 69638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654448.000000 Penalty: 74437.460938
Iteration 76Q: 22 clusters Score -1.946544e+08 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 179554 members 
Mstep: Class 4 contains 16433 members 
Mstep: Class 5 contains 153392 members 
Mstep: Class 6 contains 188912 members 
Mstep: Class 7 contains 7108 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 80657 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 6834 members 
Mstep: Class 15 contains 10542 members 
Mstep: Class 16 contains 177139 members 
Mstep: Class 17 contains 13145 members 
Mstep: Class 18 contains 263692 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 190137 members 
Mstep: Class 21 contains 48901 members 
Mstep: Class 22 contains 70124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654864.000000 Penalty: 74437.460938
Iteration 77Q: 22 clusters Score -1.946549e+08 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178434 members 
Mstep: Class 2 contains 179272 members 
Mstep: Class 4 contains 16522 members 
Mstep: Class 5 contains 153439 members 
Mstep: Class 6 contains 189269 members 
Mstep: Class 7 contains 7129 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 80756 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 2758 members 
Mstep: Class 12 contains 6688 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 6837 members 
Mstep: Class 15 contains 10645 members 
Mstep: Class 16 contains 177319 members 
Mstep: Class 17 contains 13147 members 
Mstep: Class 18 contains 262764 members 
Mstep: Class 19 contains 1125 members 
Mstep: Class 20 contains 189875 members 
Mstep: Class 21 contains 49069 members 
Mstep: Class 22 contains 70561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654592.000000 Penalty: 74437.460938
Iteration 78Q: 22 clusters Score -1.946546e+08 nChanged 6123
Entering ConstructFrom: 
Score: -194654592.000000 Penalty: 74437.460938
Entering ConstructFrom: 
Trying to split cluster 1 (178522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178522 members 
Entering Unmasked Estep 
Score: -22055628.000000 Penalty: 2998.931885
	Iteration 0F: 2 clusters Score -2.205563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89333 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -21942236.000000 Penalty: 5997.863770
	Iteration 0F: 3 clusters Score -2.194224e+07 nChanged 85484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -21991618.000000 Penalty: 5997.863770
	Iteration 1F: 3 clusters Score -2.199162e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -21992632.000000 Penalty: 5997.863770
	Iteration 2Q: 3 clusters Score -2.199263e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -21994132.000000 Penalty: 5997.863770
	Iteration 3Q: 3 clusters Score -2.199413e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -21995900.000000 Penalty: 5997.863770
	Iteration 4Q: 3 clusters Score -2.19959e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -21998004.000000 Penalty: 5997.863770
	Iteration 5Q: 3 clusters Score -2.1998e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -22001142.000000 Penalty: 5997.863770
	Iteration 6Q: 3 clusters Score -2.200114e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -22005174.000000 Penalty: 5997.863770
	Iteration 7Q: 3 clusters Score -2.200517e+07 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -22010574.000000 Penalty: 5997.863770
	Iteration 8F: 3 clusters Score -2.201057e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -22017336.000000 Penalty: 5997.863770
	Iteration 9F: 3 clusters Score -2.201734e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -22024612.000000 Penalty: 5997.863770
	Iteration 10F: 3 clusters Score -2.202461e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -22030572.000000 Penalty: 5997.863770
	Iteration 11F: 3 clusters Score -2.203057e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -22033654.000000 Penalty: 5997.863770
	Iteration 12Q: 3 clusters Score -2.203365e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70130 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -22035280.000000 Penalty: 5997.863770
	Iteration 13Q: 3 clusters Score -2.203528e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -22036456.000000 Penalty: 5997.863770
	Iteration 14Q: 3 clusters Score -2.203646e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 113482 members 
Entering Unmasked Estep 
Score: -22037532.000000 Penalty: 5997.863770
	Iteration 15Q: 3 clusters Score -2.203753e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -22038422.000000 Penalty: 5997.863770
	Iteration 16Q: 3 clusters Score -2.203842e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -22039482.000000 Penalty: 5997.863770
	Iteration 17Q: 3 clusters Score -2.203948e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -22040596.000000 Penalty: 5997.863770
	Iteration 18Q: 3 clusters Score -2.20406e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -22041660.000000 Penalty: 5997.863770
	Iteration 19Q: 3 clusters Score -2.204166e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 127128 members 
Entering Unmasked Estep 
Score: -22042614.000000 Penalty: 5997.863770
	Iteration 20F: 3 clusters Score -2.204261e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 129848 members 
Entering Unmasked Estep 
Score: -22043624.000000 Penalty: 5997.863770
	Iteration 21Q: 3 clusters Score -2.204362e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 132516 members 
Entering Unmasked Estep 
Score: -22044454.000000 Penalty: 5997.863770
	Iteration 22Q: 3 clusters Score -2.204445e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 135197 members 
Entering Unmasked Estep 
Score: -22045270.000000 Penalty: 5997.863770
	Iteration 23Q: 3 clusters Score -2.204527e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 137924 members 
Entering Unmasked Estep 
Score: -22046096.000000 Penalty: 5997.863770
	Iteration 24Q: 3 clusters Score -2.20461e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -22047124.000000 Penalty: 5997.863770
	Iteration 25Q: 3 clusters Score -2.204712e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -22048134.000000 Penalty: 5997.863770
	Iteration 26Q: 3 clusters Score -2.204813e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 145977 members 
Entering Unmasked Estep 
Score: -22049000.000000 Penalty: 5997.863770
	Iteration 27Q: 3 clusters Score -2.2049e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -22049710.000000 Penalty: 5997.863770
	Iteration 28Q: 3 clusters Score -2.204971e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 150882 members 
Entering Unmasked Estep 
Score: -22050452.000000 Penalty: 5997.863770
	Iteration 29Q: 3 clusters Score -2.205045e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -22051150.000000 Penalty: 5997.863770
	Iteration 30Q: 3 clusters Score -2.205115e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 155457 members 
Entering Unmasked Estep 
Score: -22051642.000000 Penalty: 5997.863770
	Iteration 31Q: 3 clusters Score -2.205164e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 157624 members 
Entering Unmasked Estep 
Score: -22052328.000000 Penalty: 5997.863770
	Iteration 32Q: 3 clusters Score -2.205233e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -22052740.000000 Penalty: 5997.863770
	Iteration 33Q: 3 clusters Score -2.205274e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -22053076.000000 Penalty: 5997.863770
	Iteration 34Q: 3 clusters Score -2.205308e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -22053292.000000 Penalty: 5997.863770
	Iteration 35Q: 3 clusters Score -2.205329e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -22053542.000000 Penalty: 5997.863770
	Iteration 36Q: 3 clusters Score -2.205354e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -22053628.000000 Penalty: 5997.863770
	Iteration 37Q: 3 clusters Score -2.205363e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -22053810.000000 Penalty: 5997.863770
	Iteration 38Q: 3 clusters Score -2.205381e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -22053926.000000 Penalty: 5997.863770
	Iteration 39Q: 3 clusters Score -2.205393e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 168618 members 
Entering Unmasked Estep 
Score: -22054044.000000 Penalty: 5997.863770
	Iteration 40F: 3 clusters Score -2.205404e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 169409 members 
Entering Unmasked Estep 
Score: -22054106.000000 Penalty: 5997.863770
	Iteration 41Q: 3 clusters Score -2.205411e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -22054184.000000 Penalty: 5997.863770
	Iteration 42Q: 3 clusters Score -2.205418e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 170836 members 
Entering Unmasked Estep 
Score: -22054154.000000 Penalty: 5997.863770
	Iteration 43Q: 3 clusters Score -2.205415e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 171443 members 
Entering Unmasked Estep 
Score: -22054114.000000 Penalty: 5997.863770
	Iteration 44Q: 3 clusters Score -2.205411e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -22054136.000000 Penalty: 5997.863770
	Iteration 45Q: 3 clusters Score -2.205414e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -22054232.000000 Penalty: 5997.863770
	Iteration 46Q: 3 clusters Score -2.205423e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 172811 members 
Entering Unmasked Estep 
Score: -22054190.000000 Penalty: 5997.863770
	Iteration 47Q: 3 clusters Score -2.205419e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -22054248.000000 Penalty: 5997.863770
	Iteration 48Q: 3 clusters Score -2.205425e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -22054334.000000 Penalty: 5997.863770
	Iteration 49Q: 3 clusters Score -2.205433e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 173816 members 
Entering Unmasked Estep 
Score: -22054350.000000 Penalty: 5997.863770
	Iteration 50Q: 3 clusters Score -2.205435e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 174064 members 
Entering Unmasked Estep 
Score: -22054390.000000 Penalty: 5997.863770
	Iteration 51Q: 3 clusters Score -2.205439e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 174263 members 
Entering Unmasked Estep 
Score: -22054372.000000 Penalty: 5997.863770
	Iteration 52Q: 3 clusters Score -2.205437e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -22054376.000000 Penalty: 5997.863770
	Iteration 53Q: 3 clusters Score -2.205438e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 174581 members 
Entering Unmasked Estep 
Score: -22054368.000000 Penalty: 5997.863770
	Iteration 54Q: 3 clusters Score -2.205437e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 174715 members 
Entering Unmasked Estep 
Score: -22054370.000000 Penalty: 5997.863770
	Iteration 55Q: 3 clusters Score -2.205437e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 174835 members 
Entering Unmasked Estep 
Score: -22054382.000000 Penalty: 5997.863770
	Iteration 56Q: 3 clusters Score -2.205438e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -22054392.000000 Penalty: 5997.863770
	Iteration 57Q: 3 clusters Score -2.205439e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 175028 members 
Entering Unmasked Estep 
Score: -22054392.000000 Penalty: 5997.863770
	Iteration 58Q: 3 clusters Score -2.205439e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -22054412.000000 Penalty: 5997.863770
	Iteration 59Q: 3 clusters Score -2.205441e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 175169 members 
Entering Unmasked Estep 
Score: -22054428.000000 Penalty: 5997.863770
	Iteration 60F: 3 clusters Score -2.205443e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 175239 members 
Entering Unmasked Estep 
Score: -22054436.000000 Penalty: 5997.863770
	Iteration 61Q: 3 clusters Score -2.205444e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 175276 members 
Entering Unmasked Estep 
Score: -22054426.000000 Penalty: 5997.863770
	Iteration 62Q: 3 clusters Score -2.205443e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 175314 members 
Entering Unmasked Estep 
Score: -22054428.000000 Penalty: 5997.863770
	Iteration 63Q: 3 clusters Score -2.205443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 175345 members 
Entering Unmasked Estep 
Score: -22054392.000000 Penalty: 5997.863770
	Iteration 64Q: 3 clusters Score -2.205439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 175377 members 
Entering Unmasked Estep 
Score: -22054382.000000 Penalty: 5997.863770
	Iteration 65Q: 3 clusters Score -2.205438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 175420 members 
Entering Unmasked Estep 
Score: -22054386.000000 Penalty: 5997.863770
	Iteration 66Q: 3 clusters Score -2.205439e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -22054376.000000 Penalty: 5997.863770
	Iteration 67Q: 3 clusters Score -2.205438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -22054382.000000 Penalty: 5997.863770
	Iteration 68Q: 3 clusters Score -2.205438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 175522 members 
Entering Unmasked Estep 
Score: -22054370.000000 Penalty: 5997.863770
	Iteration 69Q: 3 clusters Score -2.205437e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 175544 members 
Entering Unmasked Estep 
Score: -22054376.000000 Penalty: 5997.863770
	Iteration 70Q: 3 clusters Score -2.205438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -22054406.000000 Penalty: 5997.863770
	Iteration 71Q: 3 clusters Score -2.205441e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 175579 members 
Entering Unmasked Estep 
Score: -22054394.000000 Penalty: 5997.863770
	Iteration 72Q: 3 clusters Score -2.205439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 175587 members 
Entering Unmasked Estep 
Score: -22054398.000000 Penalty: 5997.863770
	Iteration 73Q: 3 clusters Score -2.20544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -22054382.000000 Penalty: 5997.863770
	Iteration 74Q: 3 clusters Score -2.205438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 175615 members 
Entering Unmasked Estep 
Score: -22054372.000000 Penalty: 5997.863770
	Iteration 75Q: 3 clusters Score -2.205437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 175633 members 
Entering Unmasked Estep 
Score: -22054382.000000 Penalty: 5997.863770
	Iteration 76Q: 3 clusters Score -2.205438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -22054376.000000 Penalty: 5997.863770
	Iteration 77Q: 3 clusters Score -2.205438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -22054370.000000 Penalty: 5997.863770
	Iteration 78Q: 3 clusters Score -2.205437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 175673 members 
Entering Unmasked Estep 
Score: -22054398.000000 Penalty: 5997.863770
	Iteration 79Q: 3 clusters Score -2.20544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 175685 members 
Entering Unmasked Estep 
Score: -22054376.000000 Penalty: 5997.863770
	Iteration 80F: 3 clusters Score -2.205438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 175697 members 
Entering Unmasked Estep 
Score: -22054372.000000 Penalty: 5997.863770
	Iteration 81Q: 3 clusters Score -2.205437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -22054356.000000 Penalty: 5997.863770
	Iteration 82Q: 3 clusters Score -2.205436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 175713 members 
Entering Unmasked Estep 
Score: -22054382.000000 Penalty: 5997.863770
	Iteration 83Q: 3 clusters Score -2.205438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -22054386.000000 Penalty: 5997.863770
	Iteration 84Q: 3 clusters Score -2.205439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 175720 members 
Entering Unmasked Estep 
Score: -22054390.000000 Penalty: 5997.863770
	Iteration 85Q: 3 clusters Score -2.205439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 175722 members 
Entering Unmasked Estep 
Score: -22054392.000000 Penalty: 5997.863770
	Iteration 86Q: 3 clusters Score -2.205439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 175724 members 
Entering Unmasked Estep 
Score: -22054388.000000 Penalty: 5997.863770
	Iteration 87Q: 3 clusters Score -2.205439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 175725 members 
Entering Unmasked Estep 
Score: -22054384.000000 Penalty: 5997.863770
	Iteration 88Q: 3 clusters Score -2.205438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 175727 members 
Entering Unmasked Estep 
Score: -22054380.000000 Penalty: 5997.863770
	Iteration 89Q: 3 clusters Score -2.205438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -22054380.000000 Penalty: 5997.863770
	Iteration 90Q: 3 clusters Score -2.205438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -22054386.000000 Penalty: 5997.863770
	Iteration 91Q: 3 clusters Score -2.205439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -22054386.000000 Penalty: 5997.863770
	Iteration 92F: 3 clusters Score -2.205439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (178972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Entering Unmasked Estep 
Score: -22177216.000000 Penalty: 2999.556396
	Iteration 0F: 2 clusters Score -2.217722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -22060552.000000 Penalty: 5999.112793
	Iteration 0F: 3 clusters Score -2.206055e+07 nChanged 86023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 92161 members 
Entering Unmasked Estep 
Score: -22112848.000000 Penalty: 5999.112793
	Iteration 1F: 3 clusters Score -2.211285e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -22115952.000000 Penalty: 5999.112793
	Iteration 2Q: 3 clusters Score -2.211595e+07 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -22121256.000000 Penalty: 5999.112793
	Iteration 3F: 3 clusters Score -2.212126e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -22129476.000000 Penalty: 5999.112793
	Iteration 4F: 3 clusters Score -2.212948e+07 nChanged 14125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -22141348.000000 Penalty: 5999.112793
	Iteration 5F: 3 clusters Score -2.214135e+07 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -22154352.000000 Penalty: 5999.112793
	Iteration 6F: 3 clusters Score -2.215435e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 123135 members 
Entering Unmasked Estep 
Score: -22162638.000000 Penalty: 5999.112793
	Iteration 7F: 3 clusters Score -2.216264e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 126509 members 
Entering Unmasked Estep 
Score: -22165578.000000 Penalty: 5999.112793
	Iteration 8Q: 3 clusters Score -2.216558e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -22166972.000000 Penalty: 5999.112793
	Iteration 9Q: 3 clusters Score -2.216697e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -22167828.000000 Penalty: 5999.112793
	Iteration 10Q: 3 clusters Score -2.216783e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 134523 members 
Entering Unmasked Estep 
Score: -22168630.000000 Penalty: 5999.112793
	Iteration 11Q: 3 clusters Score -2.216863e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 137042 members 
Entering Unmasked Estep 
Score: -22169450.000000 Penalty: 5999.112793
	Iteration 12Q: 3 clusters Score -2.216945e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 139452 members 
Entering Unmasked Estep 
Score: -22170142.000000 Penalty: 5999.112793
	Iteration 13Q: 3 clusters Score -2.217014e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -22170882.000000 Penalty: 5999.112793
	Iteration 14Q: 3 clusters Score -2.217088e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -22171596.000000 Penalty: 5999.112793
	Iteration 15Q: 3 clusters Score -2.21716e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 146452 members 
Entering Unmasked Estep 
Score: -22172146.000000 Penalty: 5999.112793
	Iteration 16Q: 3 clusters Score -2.217215e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -22172648.000000 Penalty: 5999.112793
	Iteration 17Q: 3 clusters Score -2.217265e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -22173046.000000 Penalty: 5999.112793
	Iteration 18Q: 3 clusters Score -2.217305e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -22173514.000000 Penalty: 5999.112793
	Iteration 19Q: 3 clusters Score -2.217351e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -22173890.000000 Penalty: 5999.112793
	Iteration 20F: 3 clusters Score -2.217389e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 156791 members 
Entering Unmasked Estep 
Score: -22174114.000000 Penalty: 5999.112793
	Iteration 21Q: 3 clusters Score -2.217411e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -22174518.000000 Penalty: 5999.112793
	Iteration 22Q: 3 clusters Score -2.217452e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 159879 members 
Entering Unmasked Estep 
Score: -22174798.000000 Penalty: 5999.112793
	Iteration 23Q: 3 clusters Score -2.21748e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -22175028.000000 Penalty: 5999.112793
	Iteration 24Q: 3 clusters Score -2.217503e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 162548 members 
Entering Unmasked Estep 
Score: -22175248.000000 Penalty: 5999.112793
	Iteration 25Q: 3 clusters Score -2.217525e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -22175320.000000 Penalty: 5999.112793
	Iteration 26Q: 3 clusters Score -2.217532e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 164722 members 
Entering Unmasked Estep 
Score: -22175508.000000 Penalty: 5999.112793
	Iteration 27Q: 3 clusters Score -2.217551e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -22175700.000000 Penalty: 5999.112793
	Iteration 28Q: 3 clusters Score -2.21757e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 166518 members 
Entering Unmasked Estep 
Score: -22175744.000000 Penalty: 5999.112793
	Iteration 29Q: 3 clusters Score -2.217574e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -22175854.000000 Penalty: 5999.112793
	Iteration 30Q: 3 clusters Score -2.217585e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 168009 members 
Entering Unmasked Estep 
Score: -22175946.000000 Penalty: 5999.112793
	Iteration 31Q: 3 clusters Score -2.217595e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 168643 members 
Entering Unmasked Estep 
Score: -22175976.000000 Penalty: 5999.112793
	Iteration 32Q: 3 clusters Score -2.217598e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 169209 members 
Entering Unmasked Estep 
Score: -22176054.000000 Penalty: 5999.112793
	Iteration 33Q: 3 clusters Score -2.217605e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 169703 members 
Entering Unmasked Estep 
Score: -22176056.000000 Penalty: 5999.112793
	Iteration 34Q: 3 clusters Score -2.217606e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 170185 members 
Entering Unmasked Estep 
Score: -22176096.000000 Penalty: 5999.112793
	Iteration 35Q: 3 clusters Score -2.21761e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 170652 members 
Entering Unmasked Estep 
Score: -22176132.000000 Penalty: 5999.112793
	Iteration 36Q: 3 clusters Score -2.217613e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -22176244.000000 Penalty: 5999.112793
	Iteration 37Q: 3 clusters Score -2.217624e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 171471 members 
Entering Unmasked Estep 
Score: -22176274.000000 Penalty: 5999.112793
	Iteration 38Q: 3 clusters Score -2.217627e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -22176304.000000 Penalty: 5999.112793
	Iteration 39Q: 3 clusters Score -2.21763e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -22176348.000000 Penalty: 5999.112793
	Iteration 40F: 3 clusters Score -2.217635e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 172315 members 
Entering Unmasked Estep 
Score: -22176386.000000 Penalty: 5999.112793
	Iteration 41Q: 3 clusters Score -2.217639e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 172508 members 
Entering Unmasked Estep 
Score: -22176402.000000 Penalty: 5999.112793
	Iteration 42Q: 3 clusters Score -2.21764e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -22176408.000000 Penalty: 5999.112793
	Iteration 43Q: 3 clusters Score -2.217641e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -22176430.000000 Penalty: 5999.112793
	Iteration 44Q: 3 clusters Score -2.217643e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -22176458.000000 Penalty: 5999.112793
	Iteration 45Q: 3 clusters Score -2.217646e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 173064 members 
Entering Unmasked Estep 
Score: -22176454.000000 Penalty: 5999.112793
	Iteration 46Q: 3 clusters Score -2.217645e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 173195 members 
Entering Unmasked Estep 
Score: -22176454.000000 Penalty: 5999.112793
	Iteration 47Q: 3 clusters Score -2.217645e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -22176448.000000 Penalty: 5999.112793
	Iteration 48Q: 3 clusters Score -2.217645e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 173385 members 
Entering Unmasked Estep 
Score: -22176450.000000 Penalty: 5999.112793
	Iteration 49Q: 3 clusters Score -2.217645e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 173466 members 
Entering Unmasked Estep 
Score: -22176430.000000 Penalty: 5999.112793
	Iteration 50Q: 3 clusters Score -2.217643e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 173552 members 
Entering Unmasked Estep 
Score: -22176438.000000 Penalty: 5999.112793
	Iteration 51Q: 3 clusters Score -2.217644e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -22176452.000000 Penalty: 5999.112793
	Iteration 52Q: 3 clusters Score -2.217645e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 173729 members 
Entering Unmasked Estep 
Score: -22176466.000000 Penalty: 5999.112793
	Iteration 53Q: 3 clusters Score -2.217647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 173789 members 
Entering Unmasked Estep 
Score: -22176454.000000 Penalty: 5999.112793
	Iteration 54Q: 3 clusters Score -2.217645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 173843 members 
Entering Unmasked Estep 
Score: -22176482.000000 Penalty: 5999.112793
	Iteration 55Q: 3 clusters Score -2.217648e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -22176462.000000 Penalty: 5999.112793
	Iteration 56Q: 3 clusters Score -2.217646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 173935 members 
Entering Unmasked Estep 
Score: -22176446.000000 Penalty: 5999.112793
	Iteration 57Q: 3 clusters Score -2.217645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 173968 members 
Entering Unmasked Estep 
Score: -22176440.000000 Penalty: 5999.112793
	Iteration 58Q: 3 clusters Score -2.217644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -22176460.000000 Penalty: 5999.112793
	Iteration 59Q: 3 clusters Score -2.217646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 174024 members 
Entering Unmasked Estep 
Score: -22176416.000000 Penalty: 5999.112793
	Iteration 60F: 3 clusters Score -2.217642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 174055 members 
Entering Unmasked Estep 
Score: -22176410.000000 Penalty: 5999.112793
	Iteration 61Q: 3 clusters Score -2.217641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -22176388.000000 Penalty: 5999.112793
	Iteration 62Q: 3 clusters Score -2.217639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 174105 members 
Entering Unmasked Estep 
Score: -22176392.000000 Penalty: 5999.112793
	Iteration 63Q: 3 clusters Score -2.217639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -22176374.000000 Penalty: 5999.112793
	Iteration 64Q: 3 clusters Score -2.217637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 174134 members 
Entering Unmasked Estep 
Score: -22176378.000000 Penalty: 5999.112793
	Iteration 65Q: 3 clusters Score -2.217638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -22176376.000000 Penalty: 5999.112793
	Iteration 66Q: 3 clusters Score -2.217638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -22176366.000000 Penalty: 5999.112793
	Iteration 67Q: 3 clusters Score -2.217637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -22176366.000000 Penalty: 5999.112793
	Iteration 68Q: 3 clusters Score -2.217637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -22176362.000000 Penalty: 5999.112793
	Iteration 69Q: 3 clusters Score -2.217636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -22176352.000000 Penalty: 5999.112793
	Iteration 70Q: 3 clusters Score -2.217635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -22176346.000000 Penalty: 5999.112793
	Iteration 71Q: 3 clusters Score -2.217635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 174208 members 
Entering Unmasked Estep 
Score: -22176356.000000 Penalty: 5999.112793
	Iteration 72Q: 3 clusters Score -2.217636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 174214 members 
Entering Unmasked Estep 
Score: -22176368.000000 Penalty: 5999.112793
	Iteration 73Q: 3 clusters Score -2.217637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 174222 members 
Entering Unmasked Estep 
Score: -22176360.000000 Penalty: 5999.112793
	Iteration 74Q: 3 clusters Score -2.217636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -22176360.000000 Penalty: 5999.112793
	Iteration 75Q: 3 clusters Score -2.217636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -22176350.000000 Penalty: 5999.112793
	Iteration 76Q: 3 clusters Score -2.217635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 174243 members 
Entering Unmasked Estep 
Score: -22176374.000000 Penalty: 5999.112793
	Iteration 77Q: 3 clusters Score -2.217637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 174253 members 
Entering Unmasked Estep 
Score: -22176358.000000 Penalty: 5999.112793
	Iteration 78Q: 3 clusters Score -2.217636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -22176362.000000 Penalty: 5999.112793
	Iteration 79Q: 3 clusters Score -2.217636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 174276 members 
Entering Unmasked Estep 
Score: -22176368.000000 Penalty: 5999.112793
	Iteration 80F: 3 clusters Score -2.217637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 174290 members 
Entering Unmasked Estep 
Score: -22176340.000000 Penalty: 5999.112793
	Iteration 81Q: 3 clusters Score -2.217634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 174302 members 
Entering Unmasked Estep 
Score: -22176348.000000 Penalty: 5999.112793
	Iteration 82Q: 3 clusters Score -2.217635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 174313 members 
Entering Unmasked Estep 
Score: -22176360.000000 Penalty: 5999.112793
	Iteration 83Q: 3 clusters Score -2.217636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 174326 members 
Entering Unmasked Estep 
Score: -22176360.000000 Penalty: 5999.112793
	Iteration 84Q: 3 clusters Score -2.217636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -22176368.000000 Penalty: 5999.112793
	Iteration 85Q: 3 clusters Score -2.217637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -22176378.000000 Penalty: 5999.112793
	Iteration 86Q: 3 clusters Score -2.217638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 174348 members 
Entering Unmasked Estep 
Score: -22176370.000000 Penalty: 5999.112793
	Iteration 87Q: 3 clusters Score -2.217637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -22176370.000000 Penalty: 5999.112793
	Iteration 88Q: 3 clusters Score -2.217637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -22176386.000000 Penalty: 5999.112793
	Iteration 89Q: 3 clusters Score -2.217639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -22176386.000000 Penalty: 5999.112793
	Iteration 90F: 3 clusters Score -2.217639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Entering Unmasked Estep 
Score: -1994279.375000 Penalty: 2410.004395
	Iteration 0F: 2 clusters Score -1994279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1982450.750000 Penalty: 4820.008789
	Iteration 0F: 3 clusters Score -1982451 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1986187.000000 Penalty: 4820.008789
	Iteration 1F: 3 clusters Score -1986187 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1986540.875000 Penalty: 4820.008789
	Iteration 2F: 3 clusters Score -1986541 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1986833.125000 Penalty: 4820.008789
	Iteration 3Q: 3 clusters Score -1986833 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1987106.625000 Penalty: 4820.008789
	Iteration 4Q: 3 clusters Score -1987107 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1987345.250000 Penalty: 4820.008789
	Iteration 5Q: 3 clusters Score -1987345 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1987565.000000 Penalty: 4820.008789
	Iteration 6Q: 3 clusters Score -1987565 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1987770.375000 Penalty: 4820.008789
	Iteration 7Q: 3 clusters Score -1987770 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1987999.125000 Penalty: 4820.008789
	Iteration 8Q: 3 clusters Score -1987999 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1988275.125000 Penalty: 4820.008789
	Iteration 9Q: 3 clusters Score -1988275 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1988558.250000 Penalty: 4820.008789
	Iteration 10Q: 3 clusters Score -1988558 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1988811.500000 Penalty: 4820.008789
	Iteration 11Q: 3 clusters Score -1988812 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1989070.875000 Penalty: 4820.008789
	Iteration 12Q: 3 clusters Score -1989071 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1989322.250000 Penalty: 4820.008789
	Iteration 13Q: 3 clusters Score -1989322 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1989565.250000 Penalty: 4820.008789
	Iteration 14Q: 3 clusters Score -1989565 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1989755.125000 Penalty: 4820.008789
	Iteration 15Q: 3 clusters Score -1989755 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1989948.875000 Penalty: 4820.008789
	Iteration 16Q: 3 clusters Score -1989949 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1990118.375000 Penalty: 4820.008789
	Iteration 17Q: 3 clusters Score -1990118 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1990245.750000 Penalty: 4820.008789
	Iteration 18Q: 3 clusters Score -1990246 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1990331.500000 Penalty: 4820.008789
	Iteration 19Q: 3 clusters Score -1990332 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1990400.500000 Penalty: 4820.008789
	Iteration 20F: 3 clusters Score -1990400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1990453.750000 Penalty: 4820.008789
	Iteration 21Q: 3 clusters Score -1990454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1990496.000000 Penalty: 4820.008789
	Iteration 22Q: 3 clusters Score -1990496 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1990533.500000 Penalty: 4820.008789
	Iteration 23Q: 3 clusters Score -1990534 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1990560.125000 Penalty: 4820.008789
	Iteration 24Q: 3 clusters Score -1990560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1990590.875000 Penalty: 4820.008789
	Iteration 25Q: 3 clusters Score -1990591 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1990633.125000 Penalty: 4820.008789
	Iteration 26Q: 3 clusters Score -1990633 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1990669.125000 Penalty: 4820.008789
	Iteration 27Q: 3 clusters Score -1990669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1990696.000000 Penalty: 4820.008789
	Iteration 28Q: 3 clusters Score -1990696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1990719.000000 Penalty: 4820.008789
	Iteration 29Q: 3 clusters Score -1990719 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1990749.375000 Penalty: 4820.008789
	Iteration 30Q: 3 clusters Score -1990749 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1990779.875000 Penalty: 4820.008789
	Iteration 31Q: 3 clusters Score -1990780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1990807.625000 Penalty: 4820.008789
	Iteration 32Q: 3 clusters Score -1990808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1990825.500000 Penalty: 4820.008789
	Iteration 33Q: 3 clusters Score -1990826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1990845.750000 Penalty: 4820.008789
	Iteration 34Q: 3 clusters Score -1990846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1990876.375000 Penalty: 4820.008789
	Iteration 35Q: 3 clusters Score -1990876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1990901.125000 Penalty: 4820.008789
	Iteration 36Q: 3 clusters Score -1990901 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1990934.875000 Penalty: 4820.008789
	Iteration 37Q: 3 clusters Score -1990935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1990960.125000 Penalty: 4820.008789
	Iteration 38Q: 3 clusters Score -1990960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1990993.375000 Penalty: 4820.008789
	Iteration 39Q: 3 clusters Score -1990993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1991021.750000 Penalty: 4820.008789
	Iteration 40F: 3 clusters Score -1991022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1991062.125000 Penalty: 4820.008789
	Iteration 41Q: 3 clusters Score -1991062 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1991107.625000 Penalty: 4820.008789
	Iteration 42Q: 3 clusters Score -1991108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1991132.500000 Penalty: 4820.008789
	Iteration 43Q: 3 clusters Score -1991132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1991154.375000 Penalty: 4820.008789
	Iteration 44Q: 3 clusters Score -1991154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1991180.750000 Penalty: 4820.008789
	Iteration 45Q: 3 clusters Score -1991181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1991200.500000 Penalty: 4820.008789
	Iteration 46Q: 3 clusters Score -1991200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1991218.875000 Penalty: 4820.008789
	Iteration 47Q: 3 clusters Score -1991219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1991235.375000 Penalty: 4820.008789
	Iteration 48Q: 3 clusters Score -1991235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1991261.625000 Penalty: 4820.008789
	Iteration 49Q: 3 clusters Score -1991262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1991278.750000 Penalty: 4820.008789
	Iteration 50Q: 3 clusters Score -1991279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1991297.250000 Penalty: 4820.008789
	Iteration 51Q: 3 clusters Score -1991297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1991315.125000 Penalty: 4820.008789
	Iteration 52Q: 3 clusters Score -1991315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1991322.250000 Penalty: 4820.008789
	Iteration 53Q: 3 clusters Score -1991322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1991325.875000 Penalty: 4820.008789
	Iteration 54Q: 3 clusters Score -1991326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1991338.000000 Penalty: 4820.008789
	Iteration 55Q: 3 clusters Score -1991338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1991347.500000 Penalty: 4820.008789
	Iteration 56Q: 3 clusters Score -1991348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1991366.500000 Penalty: 4820.008789
	Iteration 57Q: 3 clusters Score -1991366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1991382.000000 Penalty: 4820.008789
	Iteration 58Q: 3 clusters Score -1991382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1991398.375000 Penalty: 4820.008789
	Iteration 59Q: 3 clusters Score -1991398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1991416.750000 Penalty: 4820.008789
	Iteration 60F: 3 clusters Score -1991417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1991423.250000 Penalty: 4820.008789
	Iteration 61Q: 3 clusters Score -1991423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1991440.500000 Penalty: 4820.008789
	Iteration 62Q: 3 clusters Score -1991440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1991458.000000 Penalty: 4820.008789
	Iteration 63Q: 3 clusters Score -1991458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1991483.750000 Penalty: 4820.008789
	Iteration 64Q: 3 clusters Score -1991484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1991502.375000 Penalty: 4820.008789
	Iteration 65Q: 3 clusters Score -1991502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1991533.500000 Penalty: 4820.008789
	Iteration 66Q: 3 clusters Score -1991534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1991560.625000 Penalty: 4820.008789
	Iteration 67Q: 3 clusters Score -1991561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1991584.750000 Penalty: 4820.008789
	Iteration 68Q: 3 clusters Score -1991585 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1991604.000000 Penalty: 4820.008789
	Iteration 69Q: 3 clusters Score -1991604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1991632.000000 Penalty: 4820.008789
	Iteration 70Q: 3 clusters Score -1991632 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1991665.375000 Penalty: 4820.008789
	Iteration 71Q: 3 clusters Score -1991665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1991687.125000 Penalty: 4820.008789
	Iteration 72Q: 3 clusters Score -1991687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1991703.125000 Penalty: 4820.008789
	Iteration 73Q: 3 clusters Score -1991703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1991723.750000 Penalty: 4820.008789
	Iteration 74Q: 3 clusters Score -1991724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1991745.375000 Penalty: 4820.008789
	Iteration 75Q: 3 clusters Score -1991745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1991756.875000 Penalty: 4820.008789
	Iteration 76Q: 3 clusters Score -1991757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1991773.250000 Penalty: 4820.008789
	Iteration 77Q: 3 clusters Score -1991773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1991780.625000 Penalty: 4820.008789
	Iteration 78Q: 3 clusters Score -1991781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1991805.625000 Penalty: 4820.008789
	Iteration 79Q: 3 clusters Score -1991806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1991829.375000 Penalty: 4820.008789
	Iteration 80F: 3 clusters Score -1991829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1991847.875000 Penalty: 4820.008789
	Iteration 81Q: 3 clusters Score -1991848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1991873.625000 Penalty: 4820.008789
	Iteration 82Q: 3 clusters Score -1991874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1991886.125000 Penalty: 4820.008789
	Iteration 83Q: 3 clusters Score -1991886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1991903.625000 Penalty: 4820.008789
	Iteration 84Q: 3 clusters Score -1991904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1991909.750000 Penalty: 4820.008789
	Iteration 85Q: 3 clusters Score -1991910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1991918.250000 Penalty: 4820.008789
	Iteration 86Q: 3 clusters Score -1991918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1991938.375000 Penalty: 4820.008789
	Iteration 87Q: 3 clusters Score -1991938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1991945.125000 Penalty: 4820.008789
	Iteration 88Q: 3 clusters Score -1991945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1991950.750000 Penalty: 4820.008789
	Iteration 89Q: 3 clusters Score -1991951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1991963.000000 Penalty: 4820.008789
	Iteration 90Q: 3 clusters Score -1991963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1991972.625000 Penalty: 4820.008789
	Iteration 91Q: 3 clusters Score -1991973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1991986.000000 Penalty: 4820.008789
	Iteration 92Q: 3 clusters Score -1991986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1991991.750000 Penalty: 4820.008789
	Iteration 93Q: 3 clusters Score -1991992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1992001.000000 Penalty: 4820.008789
	Iteration 94Q: 3 clusters Score -1992001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1992007.375000 Penalty: 4820.008789
	Iteration 95Q: 3 clusters Score -1992007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1992008.000000 Penalty: 4820.008789
	Iteration 96Q: 3 clusters Score -1992008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1992010.125000 Penalty: 4820.008789
	Iteration 97Q: 3 clusters Score -1992010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1992014.000000 Penalty: 4820.008789
	Iteration 98Q: 3 clusters Score -1992014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1992017.500000 Penalty: 4820.008789
	Iteration 99Q: 3 clusters Score -1992018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1992019.625000 Penalty: 4820.008789
	Iteration 100F: 3 clusters Score -1992020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1992027.375000 Penalty: 4820.008789
	Iteration 101Q: 3 clusters Score -1992027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1992029.125000 Penalty: 4820.008789
	Iteration 102Q: 3 clusters Score -1992029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1992026.750000 Penalty: 4820.008789
	Iteration 103Q: 3 clusters Score -1992027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1992037.250000 Penalty: 4820.008789
	Iteration 104Q: 3 clusters Score -1992037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1992042.250000 Penalty: 4820.008789
	Iteration 105Q: 3 clusters Score -1992042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1992042.000000 Penalty: 4820.008789
	Iteration 106Q: 3 clusters Score -1992042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1992046.875000 Penalty: 4820.008789
	Iteration 107Q: 3 clusters Score -1992047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1992049.625000 Penalty: 4820.008789
	Iteration 108Q: 3 clusters Score -1992050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1992054.000000 Penalty: 4820.008789
	Iteration 109Q: 3 clusters Score -1992054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1992054.500000 Penalty: 4820.008789
	Iteration 110Q: 3 clusters Score -1992054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1992053.750000 Penalty: 4820.008789
	Iteration 111Q: 3 clusters Score -1992054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1992054.375000 Penalty: 4820.008789
	Iteration 112Q: 3 clusters Score -1992054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1992057.375000 Penalty: 4820.008789
	Iteration 113Q: 3 clusters Score -1992057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1992058.375000 Penalty: 4820.008789
	Iteration 114Q: 3 clusters Score -1992058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1992058.375000 Penalty: 4820.008789
	Iteration 115F: 3 clusters Score -1992058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (153500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Entering Unmasked Estep 
Score: -18990454.000000 Penalty: 2961.480957
	Iteration 0F: 2 clusters Score -1.899045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -18887992.000000 Penalty: 5922.961914
	Iteration 0F: 3 clusters Score -1.888799e+07 nChanged 73548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -18931282.000000 Penalty: 5922.961914
	Iteration 1F: 3 clusters Score -1.893128e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -18932544.000000 Penalty: 5922.961914
	Iteration 2Q: 3 clusters Score -1.893254e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -18934118.000000 Penalty: 5922.961914
	Iteration 3Q: 3 clusters Score -1.893412e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -18935876.000000 Penalty: 5922.961914
	Iteration 4Q: 3 clusters Score -1.893588e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -18937950.000000 Penalty: 5922.961914
	Iteration 5Q: 3 clusters Score -1.893795e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -18940892.000000 Penalty: 5922.961914
	Iteration 6Q: 3 clusters Score -1.894089e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -18945272.000000 Penalty: 5922.961914
	Iteration 7F: 3 clusters Score -1.894527e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -18952246.000000 Penalty: 5922.961914
	Iteration 8F: 3 clusters Score -1.895225e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -18961260.000000 Penalty: 5922.961914
	Iteration 9F: 3 clusters Score -1.896126e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -18968630.000000 Penalty: 5922.961914
	Iteration 10F: 3 clusters Score -1.896863e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -18972486.000000 Penalty: 5922.961914
	Iteration 11Q: 3 clusters Score -1.897249e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -18974212.000000 Penalty: 5922.961914
	Iteration 12Q: 3 clusters Score -1.897421e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -18975498.000000 Penalty: 5922.961914
	Iteration 13Q: 3 clusters Score -1.89755e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108428 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -18976664.000000 Penalty: 5922.961914
	Iteration 14Q: 3 clusters Score -1.897666e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110966 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -18977778.000000 Penalty: 5922.961914
	Iteration 15Q: 3 clusters Score -1.897778e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113455 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -18978912.000000 Penalty: 5922.961914
	Iteration 16Q: 3 clusters Score -1.897891e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -18979780.000000 Penalty: 5922.961914
	Iteration 17Q: 3 clusters Score -1.897978e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118172 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -18980536.000000 Penalty: 5922.961914
	Iteration 18Q: 3 clusters Score -1.898054e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120464 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -18981374.000000 Penalty: 5922.961914
	Iteration 19Q: 3 clusters Score -1.898137e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122684 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -18982094.000000 Penalty: 5922.961914
	Iteration 20F: 3 clusters Score -1.898209e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124793 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -18982728.000000 Penalty: 5922.961914
	Iteration 21Q: 3 clusters Score -1.898273e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126783 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -18983366.000000 Penalty: 5922.961914
	Iteration 22Q: 3 clusters Score -1.898337e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128681 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -18983844.000000 Penalty: 5922.961914
	Iteration 23Q: 3 clusters Score -1.898384e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -18984356.000000 Penalty: 5922.961914
	Iteration 24Q: 3 clusters Score -1.898436e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -18984874.000000 Penalty: 5922.961914
	Iteration 25Q: 3 clusters Score -1.898487e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -18985406.000000 Penalty: 5922.961914
	Iteration 26Q: 3 clusters Score -1.898541e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135318 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -18985826.000000 Penalty: 5922.961914
	Iteration 27Q: 3 clusters Score -1.898583e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136702 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -18986222.000000 Penalty: 5922.961914
	Iteration 28Q: 3 clusters Score -1.898622e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138047 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -18986618.000000 Penalty: 5922.961914
	Iteration 29Q: 3 clusters Score -1.898662e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -18986976.000000 Penalty: 5922.961914
	Iteration 30Q: 3 clusters Score -1.898698e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140406 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -18987412.000000 Penalty: 5922.961914
	Iteration 31Q: 3 clusters Score -1.898741e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -18987636.000000 Penalty: 5922.961914
	Iteration 32Q: 3 clusters Score -1.898764e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -18987864.000000 Penalty: 5922.961914
	Iteration 33Q: 3 clusters Score -1.898786e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -18988110.000000 Penalty: 5922.961914
	Iteration 34Q: 3 clusters Score -1.898811e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144067 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -18988290.000000 Penalty: 5922.961914
	Iteration 35Q: 3 clusters Score -1.898829e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144768 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -18988564.000000 Penalty: 5922.961914
	Iteration 36Q: 3 clusters Score -1.898856e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145377 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -18988638.000000 Penalty: 5922.961914
	Iteration 37Q: 3 clusters Score -1.898864e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145900 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -18988848.000000 Penalty: 5922.961914
	Iteration 38Q: 3 clusters Score -1.898885e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146366 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -18988988.000000 Penalty: 5922.961914
	Iteration 39Q: 3 clusters Score -1.898899e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146755 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -18989046.000000 Penalty: 5922.961914
	Iteration 40F: 3 clusters Score -1.898905e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -18989044.000000 Penalty: 5922.961914
	Iteration 41Q: 3 clusters Score -1.898904e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -18989116.000000 Penalty: 5922.961914
	Iteration 42Q: 3 clusters Score -1.898912e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -18989118.000000 Penalty: 5922.961914
	Iteration 43Q: 3 clusters Score -1.898912e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148019 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -18989098.000000 Penalty: 5922.961914
	Iteration 44Q: 3 clusters Score -1.89891e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -18989140.000000 Penalty: 5922.961914
	Iteration 45Q: 3 clusters Score -1.898914e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -18989208.000000 Penalty: 5922.961914
	Iteration 46Q: 3 clusters Score -1.898921e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -18989282.000000 Penalty: 5922.961914
	Iteration 47Q: 3 clusters Score -1.898928e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -18989320.000000 Penalty: 5922.961914
	Iteration 48Q: 3 clusters Score -1.898932e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148908 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -18989312.000000 Penalty: 5922.961914
	Iteration 49Q: 3 clusters Score -1.898931e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -18989358.000000 Penalty: 5922.961914
	Iteration 50Q: 3 clusters Score -1.898936e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -18989426.000000 Penalty: 5922.961914
	Iteration 51Q: 3 clusters Score -1.898943e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -18989400.000000 Penalty: 5922.961914
	Iteration 52Q: 3 clusters Score -1.89894e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -18989446.000000 Penalty: 5922.961914
	Iteration 53Q: 3 clusters Score -1.898945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -18989442.000000 Penalty: 5922.961914
	Iteration 54Q: 3 clusters Score -1.898944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -18989446.000000 Penalty: 5922.961914
	Iteration 55Q: 3 clusters Score -1.898945e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -18989450.000000 Penalty: 5922.961914
	Iteration 56Q: 3 clusters Score -1.898945e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -18989466.000000 Penalty: 5922.961914
	Iteration 57Q: 3 clusters Score -1.898947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149582 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -18989482.000000 Penalty: 5922.961914
	Iteration 58Q: 3 clusters Score -1.898948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149623 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -18989500.000000 Penalty: 5922.961914
	Iteration 59Q: 3 clusters Score -1.89895e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -18989490.000000 Penalty: 5922.961914
	Iteration 60F: 3 clusters Score -1.898949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -18989488.000000 Penalty: 5922.961914
	Iteration 61Q: 3 clusters Score -1.898949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18989498.000000 Penalty: 5922.961914
	Iteration 62Q: 3 clusters Score -1.89895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149745 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -18989480.000000 Penalty: 5922.961914
	Iteration 63Q: 3 clusters Score -1.898948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -18989486.000000 Penalty: 5922.961914
	Iteration 64Q: 3 clusters Score -1.898949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -18989484.000000 Penalty: 5922.961914
	Iteration 65Q: 3 clusters Score -1.898948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149790 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -18989480.000000 Penalty: 5922.961914
	Iteration 66Q: 3 clusters Score -1.898948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149799 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -18989498.000000 Penalty: 5922.961914
	Iteration 67Q: 3 clusters Score -1.89895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149808 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -18989504.000000 Penalty: 5922.961914
	Iteration 68Q: 3 clusters Score -1.89895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149815 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -18989506.000000 Penalty: 5922.961914
	Iteration 69Q: 3 clusters Score -1.898951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -18989508.000000 Penalty: 5922.961914
	Iteration 70Q: 3 clusters Score -1.898951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149827 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18989512.000000 Penalty: 5922.961914
	Iteration 71Q: 3 clusters Score -1.898951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -18989502.000000 Penalty: 5922.961914
	Iteration 72Q: 3 clusters Score -1.89895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -18989516.000000 Penalty: 5922.961914
	Iteration 73Q: 3 clusters Score -1.898952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149840 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -18989520.000000 Penalty: 5922.961914
	Iteration 74Q: 3 clusters Score -1.898952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149843 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -18989520.000000 Penalty: 5922.961914
	Iteration 75Q: 3 clusters Score -1.898952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -18989510.000000 Penalty: 5922.961914
	Iteration 76Q: 3 clusters Score -1.898951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -18989516.000000 Penalty: 5922.961914
	Iteration 77Q: 3 clusters Score -1.898952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -18989516.000000 Penalty: 5922.961914
	Iteration 78F: 3 clusters Score -1.898952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (189651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189651 members 
Entering Unmasked Estep 
Score: -23527952.000000 Penalty: 3013.929199
	Iteration 0F: 2 clusters Score -2.352795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -23410964.000000 Penalty: 6027.858398
	Iteration 0F: 3 clusters Score -2.341096e+07 nChanged 91192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94202 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -23464250.000000 Penalty: 6027.858398
	Iteration 1F: 3 clusters Score -2.346425e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -23465092.000000 Penalty: 6027.858398
	Iteration 2Q: 3 clusters Score -2.346509e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92830 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -23465768.000000 Penalty: 6027.858398
	Iteration 3Q: 3 clusters Score -2.346577e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 97945 members 
Entering Unmasked Estep 
Score: -23466614.000000 Penalty: 6027.858398
	Iteration 4Q: 3 clusters Score -2.346661e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90024 members 
Mstep: Class 2 contains 99627 members 
Entering Unmasked Estep 
Score: -23467434.000000 Penalty: 6027.858398
	Iteration 5Q: 3 clusters Score -2.346743e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 102105 members 
Entering Unmasked Estep 
Score: -23468744.000000 Penalty: 6027.858398
	Iteration 6Q: 3 clusters Score -2.346874e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 105722 members 
Entering Unmasked Estep 
Score: -23470518.000000 Penalty: 6027.858398
	Iteration 7Q: 3 clusters Score -2.347052e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -23473168.000000 Penalty: 6027.858398
	Iteration 8Q: 3 clusters Score -2.347317e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 118194 members 
Entering Unmasked Estep 
Score: -23477138.000000 Penalty: 6027.858398
	Iteration 9Q: 3 clusters Score -2.347714e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 127840 members 
Entering Unmasked Estep 
Score: -23483566.000000 Penalty: 6027.858398
	Iteration 10F: 3 clusters Score -2.348357e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 139834 members 
Entering Unmasked Estep 
Score: -23492656.000000 Penalty: 6027.858398
	Iteration 11F: 3 clusters Score -2.349266e+07 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -23503110.000000 Penalty: 6027.858398
	Iteration 12F: 3 clusters Score -2.350311e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -23512664.000000 Penalty: 6027.858398
	Iteration 13F: 3 clusters Score -2.351266e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 174516 members 
Entering Unmasked Estep 
Score: -23518870.000000 Penalty: 6027.858398
	Iteration 14F: 3 clusters Score -2.351887e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 181262 members 
Entering Unmasked Estep 
Score: -23522330.000000 Penalty: 6027.858398
	Iteration 15Q: 3 clusters Score -2.352233e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 185136 members 
Entering Unmasked Estep 
Score: -23523706.000000 Penalty: 6027.858398
	Iteration 16Q: 3 clusters Score -2.352371e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 187126 members 
Entering Unmasked Estep 
Score: -23524574.000000 Penalty: 6027.858398
	Iteration 17Q: 3 clusters Score -2.352457e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 188062 members 
Entering Unmasked Estep 
Score: -23524840.000000 Penalty: 6027.858398
	Iteration 18Q: 3 clusters Score -2.352484e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 188528 members 
Entering Unmasked Estep 
Score: -23525090.000000 Penalty: 6027.858398
	Iteration 19Q: 3 clusters Score -2.352509e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 188768 members 
Entering Unmasked Estep 
Score: -23525250.000000 Penalty: 6027.858398
	Iteration 20F: 3 clusters Score -2.352525e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 188880 members 
Entering Unmasked Estep 
Score: -23525284.000000 Penalty: 6027.858398
	Iteration 21Q: 3 clusters Score -2.352528e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 188939 members 
Entering Unmasked Estep 
Score: -23525312.000000 Penalty: 6027.858398
	Iteration 22Q: 3 clusters Score -2.352531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 188984 members 
Entering Unmasked Estep 
Score: -23525326.000000 Penalty: 6027.858398
	Iteration 23Q: 3 clusters Score -2.352533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 189017 members 
Entering Unmasked Estep 
Score: -23525386.000000 Penalty: 6027.858398
	Iteration 24Q: 3 clusters Score -2.352539e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 189034 members 
Entering Unmasked Estep 
Score: -23525390.000000 Penalty: 6027.858398
	Iteration 25Q: 3 clusters Score -2.352539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 189046 members 
Entering Unmasked Estep 
Score: -23525400.000000 Penalty: 6027.858398
	Iteration 26Q: 3 clusters Score -2.35254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 189061 members 
Entering Unmasked Estep 
Score: -23525404.000000 Penalty: 6027.858398
	Iteration 27Q: 3 clusters Score -2.35254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -23525402.000000 Penalty: 6027.858398
	Iteration 28Q: 3 clusters Score -2.35254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 189070 members 
Entering Unmasked Estep 
Score: -23525420.000000 Penalty: 6027.858398
	Iteration 29Q: 3 clusters Score -2.352542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 189074 members 
Entering Unmasked Estep 
Score: -23525414.000000 Penalty: 6027.858398
	Iteration 30Q: 3 clusters Score -2.352541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 189077 members 
Entering Unmasked Estep 
Score: -23525420.000000 Penalty: 6027.858398
	Iteration 31Q: 3 clusters Score -2.352542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 189078 members 
Entering Unmasked Estep 
Score: -23525408.000000 Penalty: 6027.858398
	Iteration 32Q: 3 clusters Score -2.352541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 189079 members 
Entering Unmasked Estep 
Score: -23525414.000000 Penalty: 6027.858398
	Iteration 33Q: 3 clusters Score -2.352541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 189078 members 
Entering Unmasked Estep 
Score: -23525420.000000 Penalty: 6027.858398
	Iteration 34Q: 3 clusters Score -2.352542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 189077 members 
Entering Unmasked Estep 
Score: -23525412.000000 Penalty: 6027.858398
	Iteration 35Q: 3 clusters Score -2.352541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 189077 members 
Entering Unmasked Estep 
Score: -23525416.000000 Penalty: 6027.858398
	Iteration 36Q: 3 clusters Score -2.352542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 189081 members 
Entering Unmasked Estep 
Score: -23525416.000000 Penalty: 6027.858398
	Iteration 37Q: 3 clusters Score -2.352542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 189087 members 
Entering Unmasked Estep 
Score: -23525414.000000 Penalty: 6027.858398
	Iteration 38Q: 3 clusters Score -2.352541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 189092 members 
Entering Unmasked Estep 
Score: -23525438.000000 Penalty: 6027.858398
	Iteration 39Q: 3 clusters Score -2.352544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 189096 members 
Entering Unmasked Estep 
Score: -23525428.000000 Penalty: 6027.858398
	Iteration 40F: 3 clusters Score -2.352543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 189100 members 
Entering Unmasked Estep 
Score: -23525428.000000 Penalty: 6027.858398
	Iteration 41Q: 3 clusters Score -2.352543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 189103 members 
Entering Unmasked Estep 
Score: -23525438.000000 Penalty: 6027.858398
	Iteration 42Q: 3 clusters Score -2.352544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 189105 members 
Entering Unmasked Estep 
Score: -23525452.000000 Penalty: 6027.858398
	Iteration 43Q: 3 clusters Score -2.352545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 189107 members 
Entering Unmasked Estep 
Score: -23525448.000000 Penalty: 6027.858398
	Iteration 44Q: 3 clusters Score -2.352545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 189109 members 
Entering Unmasked Estep 
Score: -23525448.000000 Penalty: 6027.858398
	Iteration 45Q: 3 clusters Score -2.352545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 189111 members 
Entering Unmasked Estep 
Score: -23525446.000000 Penalty: 6027.858398
	Iteration 46Q: 3 clusters Score -2.352545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 189115 members 
Entering Unmasked Estep 
Score: -23525444.000000 Penalty: 6027.858398
	Iteration 47Q: 3 clusters Score -2.352544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 189119 members 
Entering Unmasked Estep 
Score: -23525454.000000 Penalty: 6027.858398
	Iteration 48Q: 3 clusters Score -2.352545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 189117 members 
Entering Unmasked Estep 
Score: -23525452.000000 Penalty: 6027.858398
	Iteration 49Q: 3 clusters Score -2.352545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -23525456.000000 Penalty: 6027.858398
	Iteration 50Q: 3 clusters Score -2.352546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -23525472.000000 Penalty: 6027.858398
	Iteration 51Q: 3 clusters Score -2.352547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -23525462.000000 Penalty: 6027.858398
	Iteration 52Q: 3 clusters Score -2.352546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 189123 members 
Entering Unmasked Estep 
Score: -23525466.000000 Penalty: 6027.858398
	Iteration 53Q: 3 clusters Score -2.352547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 189125 members 
Entering Unmasked Estep 
Score: -23525462.000000 Penalty: 6027.858398
	Iteration 54Q: 3 clusters Score -2.352546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 189128 members 
Entering Unmasked Estep 
Score: -23525464.000000 Penalty: 6027.858398
	Iteration 55Q: 3 clusters Score -2.352546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 189129 members 
Entering Unmasked Estep 
Score: -23525468.000000 Penalty: 6027.858398
	Iteration 56Q: 3 clusters Score -2.352547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 189129 members 
Entering Unmasked Estep 
Score: -23525468.000000 Penalty: 6027.858398
	Iteration 57Q: 3 clusters Score -2.352547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 189129 members 
Entering Unmasked Estep 
Score: -23525468.000000 Penalty: 6027.858398
	Iteration 58F: 3 clusters Score -2.352547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -830217.187500 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -830217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -824409.625000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -824409.6 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -826175.750000 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -826175.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -826700.562500 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -826700.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -827130.187500 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -827130.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -827465.312500 Penalty: 4401.726074
	Iteration 4F: 3 clusters Score -827465.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -827777.125000 Penalty: 4401.726074
	Iteration 5F: 3 clusters Score -827777.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -828048.562500 Penalty: 4401.726074
	Iteration 6F: 3 clusters Score -828048.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -828273.375000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -828273.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -828410.125000 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -828410.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -828509.250000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -828509.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -828580.312500 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -828580.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -828634.312500 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -828634.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -828675.750000 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -828675.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -828701.875000 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -828701.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -828719.500000 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -828719.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -828731.812500 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -828731.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -828738.750000 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -828738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -828747.687500 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -828747.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -828752.500000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -828752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -828754.625000 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -828754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -828757.687500 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -828757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -828757.875000 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -828757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -828761.000000 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -828761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -828764.187500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -828764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -828768.687500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -828768.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -828772.875000 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -828772.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -828776.937500 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -828776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -828782.000000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -828782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -828781.625000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -828781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -828784.437500 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -828784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -828786.625000 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -828786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -828787.312500 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -828787.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -828787.937500 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -828787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -828790.625000 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -828790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -828791.437500 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -828791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -828792.375000 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -828792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -828792.937500 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -828792.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -828792.937500 Penalty: 4401.726074
	Iteration 37F: 3 clusters Score -828792.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Entering Unmasked Estep 
Score: -577418.687500 Penalty: 2100.637207
	Iteration 0F: 2 clusters Score -577418.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -573061.562500 Penalty: 4201.274414
	Iteration 0F: 3 clusters Score -573061.6 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -574013.062500 Penalty: 4201.274414
	Iteration 1F: 3 clusters Score -574013.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -574201.687500 Penalty: 4201.274414
	Iteration 2F: 3 clusters Score -574201.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -574336.000000 Penalty: 4201.274414
	Iteration 3Q: 3 clusters Score -574336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -574450.687500 Penalty: 4201.274414
	Iteration 4Q: 3 clusters Score -574450.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -574559.625000 Penalty: 4201.274414
	Iteration 5Q: 3 clusters Score -574559.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -574678.812500 Penalty: 4201.274414
	Iteration 6Q: 3 clusters Score -574678.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -574794.625000 Penalty: 4201.274414
	Iteration 7Q: 3 clusters Score -574794.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -574893.312500 Penalty: 4201.274414
	Iteration 8Q: 3 clusters Score -574893.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -574970.437500 Penalty: 4201.274414
	Iteration 9Q: 3 clusters Score -574970.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -575055.250000 Penalty: 4201.274414
	Iteration 10Q: 3 clusters Score -575055.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -575137.187500 Penalty: 4201.274414
	Iteration 11Q: 3 clusters Score -575137.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -575222.812500 Penalty: 4201.274414
	Iteration 12Q: 3 clusters Score -575222.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -575293.750000 Penalty: 4201.274414
	Iteration 13Q: 3 clusters Score -575293.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -575362.000000 Penalty: 4201.274414
	Iteration 14Q: 3 clusters Score -575362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -575435.062500 Penalty: 4201.274414
	Iteration 15Q: 3 clusters Score -575435.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -575498.187500 Penalty: 4201.274414
	Iteration 16Q: 3 clusters Score -575498.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -575538.875000 Penalty: 4201.274414
	Iteration 17Q: 3 clusters Score -575538.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -575565.062500 Penalty: 4201.274414
	Iteration 18Q: 3 clusters Score -575565.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -575590.250000 Penalty: 4201.274414
	Iteration 19Q: 3 clusters Score -575590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -575609.250000 Penalty: 4201.274414
	Iteration 20F: 3 clusters Score -575609.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -575621.812500 Penalty: 4201.274414
	Iteration 21Q: 3 clusters Score -575621.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -575638.250000 Penalty: 4201.274414
	Iteration 22Q: 3 clusters Score -575638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -575644.937500 Penalty: 4201.274414
	Iteration 23Q: 3 clusters Score -575644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -575653.125000 Penalty: 4201.274414
	Iteration 24Q: 3 clusters Score -575653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -575657.562500 Penalty: 4201.274414
	Iteration 25Q: 3 clusters Score -575657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -575661.687500 Penalty: 4201.274414
	Iteration 26Q: 3 clusters Score -575661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -575664.562500 Penalty: 4201.274414
	Iteration 27Q: 3 clusters Score -575664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -575666.250000 Penalty: 4201.274414
	Iteration 28Q: 3 clusters Score -575666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -575668.187500 Penalty: 4201.274414
	Iteration 29Q: 3 clusters Score -575668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -575668.875000 Penalty: 4201.274414
	Iteration 30Q: 3 clusters Score -575668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -575668.937500 Penalty: 4201.274414
	Iteration 31Q: 3 clusters Score -575668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -575669.875000 Penalty: 4201.274414
	Iteration 32Q: 3 clusters Score -575669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -575669.875000 Penalty: 4201.274414
	Iteration 33F: 3 clusters Score -575669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Entering Unmasked Estep 
Score: -9631938.000000 Penalty: 2802.502441
	Iteration 0F: 2 clusters Score -9631938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -9577771.000000 Penalty: 5605.004883
	Iteration 0F: 3 clusters Score -9577771 nChanged 38095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -9599495.000000 Penalty: 5605.004883
	Iteration 1F: 3 clusters Score -9599495 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -9600263.000000 Penalty: 5605.004883
	Iteration 2Q: 3 clusters Score -9600263 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -9601264.000000 Penalty: 5605.004883
	Iteration 3Q: 3 clusters Score -9601264 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -9602678.000000 Penalty: 5605.004883
	Iteration 4Q: 3 clusters Score -9602678 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -9605084.000000 Penalty: 5605.004883
	Iteration 5F: 3 clusters Score -9605084 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -9609016.000000 Penalty: 5605.004883
	Iteration 6F: 3 clusters Score -9609016 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -9614833.000000 Penalty: 5605.004883
	Iteration 7F: 3 clusters Score -9614833 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -9621085.000000 Penalty: 5605.004883
	Iteration 8F: 3 clusters Score -9621085 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -9625725.000000 Penalty: 5605.004883
	Iteration 9F: 3 clusters Score -9625725 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9628132.000000 Penalty: 5605.004883
	Iteration 10Q: 3 clusters Score -9628132 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9629031.000000 Penalty: 5605.004883
	Iteration 11Q: 3 clusters Score -9629031 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9629340.000000 Penalty: 5605.004883
	Iteration 12Q: 3 clusters Score -9629340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9629459.000000 Penalty: 5605.004883
	Iteration 13Q: 3 clusters Score -9629459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9629530.000000 Penalty: 5605.004883
	Iteration 14Q: 3 clusters Score -9629530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9629554.000000 Penalty: 5605.004883
	Iteration 15Q: 3 clusters Score -9629554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9629575.000000 Penalty: 5605.004883
	Iteration 16Q: 3 clusters Score -9629575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9629582.000000 Penalty: 5605.004883
	Iteration 17Q: 3 clusters Score -9629582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9629579.000000 Penalty: 5605.004883
	Iteration 18Q: 3 clusters Score -9629579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9629596.000000 Penalty: 5605.004883
	Iteration 19Q: 3 clusters Score -9629596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9629602.000000 Penalty: 5605.004883
	Iteration 20F: 3 clusters Score -9629602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9629598.000000 Penalty: 5605.004883
	Iteration 21Q: 3 clusters Score -9629598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9629599.000000 Penalty: 5605.004883
	Iteration 22Q: 3 clusters Score -9629599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9629601.000000 Penalty: 5605.004883
	Iteration 23Q: 3 clusters Score -9629601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9629605.000000 Penalty: 5605.004883
	Iteration 24Q: 3 clusters Score -9629605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9629605.000000 Penalty: 5605.004883
	Iteration 25F: 3 clusters Score -9629605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -764603.125000 Penalty: 2154.903809
	Iteration 0F: 2 clusters Score -764603.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -759443.000000 Penalty: 4309.807617
	Iteration 0F: 3 clusters Score -759443 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -760703.437500 Penalty: 4309.807617
	Iteration 1F: 3 clusters Score -760703.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -760915.750000 Penalty: 4309.807617
	Iteration 2F: 3 clusters Score -760915.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -761044.250000 Penalty: 4309.807617
	Iteration 3Q: 3 clusters Score -761044.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -761143.062500 Penalty: 4309.807617
	Iteration 4Q: 3 clusters Score -761143.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -761211.875000 Penalty: 4309.807617
	Iteration 5Q: 3 clusters Score -761211.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -761271.250000 Penalty: 4309.807617
	Iteration 6Q: 3 clusters Score -761271.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -761320.062500 Penalty: 4309.807617
	Iteration 7Q: 3 clusters Score -761320.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -761363.750000 Penalty: 4309.807617
	Iteration 8Q: 3 clusters Score -761363.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -761400.312500 Penalty: 4309.807617
	Iteration 9Q: 3 clusters Score -761400.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -761428.000000 Penalty: 4309.807617
	Iteration 10Q: 3 clusters Score -761428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -761456.375000 Penalty: 4309.807617
	Iteration 11Q: 3 clusters Score -761456.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -761482.937500 Penalty: 4309.807617
	Iteration 12Q: 3 clusters Score -761482.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -761511.500000 Penalty: 4309.807617
	Iteration 13Q: 3 clusters Score -761511.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -761546.000000 Penalty: 4309.807617
	Iteration 14Q: 3 clusters Score -761546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -761591.812500 Penalty: 4309.807617
	Iteration 15Q: 3 clusters Score -761591.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -761654.000000 Penalty: 4309.807617
	Iteration 16Q: 3 clusters Score -761654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -761725.812500 Penalty: 4309.807617
	Iteration 17Q: 3 clusters Score -761725.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -761807.000000 Penalty: 4309.807617
	Iteration 18Q: 3 clusters Score -761807 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -761888.375000 Penalty: 4309.807617
	Iteration 19Q: 3 clusters Score -761888.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -761959.750000 Penalty: 4309.807617
	Iteration 20F: 3 clusters Score -761959.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -762046.250000 Penalty: 4309.807617
	Iteration 21Q: 3 clusters Score -762046.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -762147.562500 Penalty: 4309.807617
	Iteration 22Q: 3 clusters Score -762147.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -762235.125000 Penalty: 4309.807617
	Iteration 23Q: 3 clusters Score -762235.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -762296.125000 Penalty: 4309.807617
	Iteration 24Q: 3 clusters Score -762296.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -762358.562500 Penalty: 4309.807617
	Iteration 25Q: 3 clusters Score -762358.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -762428.750000 Penalty: 4309.807617
	Iteration 26Q: 3 clusters Score -762428.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -762487.125000 Penalty: 4309.807617
	Iteration 27Q: 3 clusters Score -762487.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -762529.875000 Penalty: 4309.807617
	Iteration 28Q: 3 clusters Score -762529.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -762567.875000 Penalty: 4309.807617
	Iteration 29Q: 3 clusters Score -762567.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -762593.000000 Penalty: 4309.807617
	Iteration 30Q: 3 clusters Score -762593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -762610.687500 Penalty: 4309.807617
	Iteration 31Q: 3 clusters Score -762610.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -762627.875000 Penalty: 4309.807617
	Iteration 32Q: 3 clusters Score -762627.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -762638.875000 Penalty: 4309.807617
	Iteration 33Q: 3 clusters Score -762638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -762644.937500 Penalty: 4309.807617
	Iteration 34Q: 3 clusters Score -762644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -762653.875000 Penalty: 4309.807617
	Iteration 35Q: 3 clusters Score -762653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -762662.375000 Penalty: 4309.807617
	Iteration 36Q: 3 clusters Score -762662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -762665.875000 Penalty: 4309.807617
	Iteration 37Q: 3 clusters Score -762665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -762666.187500 Penalty: 4309.807617
	Iteration 38Q: 3 clusters Score -762666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -762667.625000 Penalty: 4309.807617
	Iteration 39Q: 3 clusters Score -762667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -762667.625000 Penalty: 4309.807617
	Iteration 40F: 3 clusters Score -762667.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -289629.968750 Penalty: 1964.720825
	Iteration 0F: 2 clusters Score -289630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -286631.187500 Penalty: 3929.441650
	Iteration 0F: 3 clusters Score -286631.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -288171.656250 Penalty: 3929.441650
	Iteration 1F: 3 clusters Score -288171.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290747.531250 Penalty: 3929.441650
	Iteration 2F: 3 clusters Score -290747.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -293671.125000 Penalty: 3929.441650
	Iteration 3F: 3 clusters Score -293671.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -294935.000000 Penalty: 3929.441650
	Iteration 4F: 3 clusters Score -294935 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -295673.343750 Penalty: 3929.441650
	Iteration 5Q: 3 clusters Score -295673.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -296293.625000 Penalty: 3929.441650
	Iteration 6Q: 3 clusters Score -296293.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -296419.156250 Penalty: 3929.441650
	Iteration 7Q: 3 clusters Score -296419.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -296537.875000 Penalty: 3929.441650
	Iteration 8Q: 3 clusters Score -296537.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -296699.500000 Penalty: 3929.441650
	Iteration 9Q: 3 clusters Score -296699.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -296828.062500 Penalty: 3929.441650
	Iteration 10Q: 3 clusters Score -296828.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -296860.687500 Penalty: 3929.441650
	Iteration 11Q: 3 clusters Score -296860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -296862.562500 Penalty: 3929.441650
	Iteration 12Q: 3 clusters Score -296862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296865.125000 Penalty: 3929.441650
	Iteration 13Q: 3 clusters Score -296865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -296865.125000 Penalty: 3929.441650
	Iteration 14F: 3 clusters Score -296865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 178972 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 153500 members 
Mstep: Class 6 contains 189651 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 80855 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 1336 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 177540 members 
Mstep: Class 17 contains 13144 members 
Mstep: Class 18 contains 261748 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 189654 members 
Mstep: Class 21 contains 49252 members 
Mstep: Class 22 contains 70996 members 
Entering Unmasked Estep 
Score: -194659984.000000 Penalty: 77982.101562
Splitting cluster 11 changes total score from -194654592.000000 to -194659984.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 12 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -758187.875000 Penalty: 2184.994141
	Iteration 0F: 2 clusters Score -758187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -752552.375000 Penalty: 4369.988281
	Iteration 0F: 3 clusters Score -752552.4 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -754247.812500 Penalty: 4369.988281
	Iteration 1F: 3 clusters Score -754247.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -754732.125000 Penalty: 4369.988281
	Iteration 2F: 3 clusters Score -754732.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -755228.375000 Penalty: 4369.988281
	Iteration 3F: 3 clusters Score -755228.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -755682.125000 Penalty: 4369.988281
	Iteration 4F: 3 clusters Score -755682.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -755974.187500 Penalty: 4369.988281
	Iteration 5F: 3 clusters Score -755974.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -756175.312500 Penalty: 4369.988281
	Iteration 6Q: 3 clusters Score -756175.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -756324.250000 Penalty: 4369.988281
	Iteration 7Q: 3 clusters Score -756324.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -756447.812500 Penalty: 4369.988281
	Iteration 8Q: 3 clusters Score -756447.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -756553.500000 Penalty: 4369.988281
	Iteration 9Q: 3 clusters Score -756553.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -756641.750000 Penalty: 4369.988281
	Iteration 10Q: 3 clusters Score -756641.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -756710.000000 Penalty: 4369.988281
	Iteration 11Q: 3 clusters Score -756710 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -756768.250000 Penalty: 4369.988281
	Iteration 12Q: 3 clusters Score -756768.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -756818.500000 Penalty: 4369.988281
	Iteration 13Q: 3 clusters Score -756818.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -756880.187500 Penalty: 4369.988281
	Iteration 14Q: 3 clusters Score -756880.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -756932.000000 Penalty: 4369.988281
	Iteration 15Q: 3 clusters Score -756932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -756986.750000 Penalty: 4369.988281
	Iteration 16Q: 3 clusters Score -756986.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -757050.562500 Penalty: 4369.988281
	Iteration 17Q: 3 clusters Score -757050.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -757108.562500 Penalty: 4369.988281
	Iteration 18Q: 3 clusters Score -757108.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -757166.375000 Penalty: 4369.988281
	Iteration 19Q: 3 clusters Score -757166.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -757216.750000 Penalty: 4369.988281
	Iteration 20F: 3 clusters Score -757216.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -757263.687500 Penalty: 4369.988281
	Iteration 21Q: 3 clusters Score -757263.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -757302.000000 Penalty: 4369.988281
	Iteration 22Q: 3 clusters Score -757302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -757343.437500 Penalty: 4369.988281
	Iteration 23Q: 3 clusters Score -757343.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -757381.875000 Penalty: 4369.988281
	Iteration 24Q: 3 clusters Score -757381.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -757408.062500 Penalty: 4369.988281
	Iteration 25Q: 3 clusters Score -757408.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -757424.687500 Penalty: 4369.988281
	Iteration 26Q: 3 clusters Score -757424.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -757438.375000 Penalty: 4369.988281
	Iteration 27Q: 3 clusters Score -757438.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -757448.937500 Penalty: 4369.988281
	Iteration 28Q: 3 clusters Score -757448.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -757465.500000 Penalty: 4369.988281
	Iteration 29Q: 3 clusters Score -757465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -757471.312500 Penalty: 4369.988281
	Iteration 30Q: 3 clusters Score -757471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -757472.562500 Penalty: 4369.988281
	Iteration 31Q: 3 clusters Score -757472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -757475.437500 Penalty: 4369.988281
	Iteration 32Q: 3 clusters Score -757475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -757475.750000 Penalty: 4369.988281
	Iteration 33Q: 3 clusters Score -757475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -757476.687500 Penalty: 4369.988281
	Iteration 34Q: 3 clusters Score -757476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -757477.000000 Penalty: 4369.988281
	Iteration 35Q: 3 clusters Score -757477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -757480.937500 Penalty: 4369.988281
	Iteration 36Q: 3 clusters Score -757480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -757485.687500 Penalty: 4369.988281
	Iteration 37Q: 3 clusters Score -757485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -757493.875000 Penalty: 4369.988281
	Iteration 38Q: 3 clusters Score -757493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -757507.312500 Penalty: 4369.988281
	Iteration 39Q: 3 clusters Score -757507.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -757515.562500 Penalty: 4369.988281
	Iteration 40F: 3 clusters Score -757515.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -757525.250000 Penalty: 4369.988281
	Iteration 41Q: 3 clusters Score -757525.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -757533.125000 Penalty: 4369.988281
	Iteration 42Q: 3 clusters Score -757533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -757543.375000 Penalty: 4369.988281
	Iteration 43Q: 3 clusters Score -757543.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -757547.875000 Penalty: 4369.988281
	Iteration 44Q: 3 clusters Score -757547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -757553.812500 Penalty: 4369.988281
	Iteration 45Q: 3 clusters Score -757553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -757555.500000 Penalty: 4369.988281
	Iteration 46Q: 3 clusters Score -757555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -757560.687500 Penalty: 4369.988281
	Iteration 47Q: 3 clusters Score -757560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -757563.750000 Penalty: 4369.988281
	Iteration 48Q: 3 clusters Score -757563.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -757566.687500 Penalty: 4369.988281
	Iteration 49Q: 3 clusters Score -757566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -757570.000000 Penalty: 4369.988281
	Iteration 50Q: 3 clusters Score -757570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -757577.500000 Penalty: 4369.988281
	Iteration 51Q: 3 clusters Score -757577.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -757584.125000 Penalty: 4369.988281
	Iteration 52Q: 3 clusters Score -757584.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -757586.375000 Penalty: 4369.988281
	Iteration 53Q: 3 clusters Score -757586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -757590.687500 Penalty: 4369.988281
	Iteration 54Q: 3 clusters Score -757590.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -757595.375000 Penalty: 4369.988281
	Iteration 55Q: 3 clusters Score -757595.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -757596.937500 Penalty: 4369.988281
	Iteration 56Q: 3 clusters Score -757596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -757599.562500 Penalty: 4369.988281
	Iteration 57Q: 3 clusters Score -757599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -757603.125000 Penalty: 4369.988281
	Iteration 58Q: 3 clusters Score -757603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -757604.312500 Penalty: 4369.988281
	Iteration 59Q: 3 clusters Score -757604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -757608.062500 Penalty: 4369.988281
	Iteration 60F: 3 clusters Score -757608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -757609.250000 Penalty: 4369.988281
	Iteration 61Q: 3 clusters Score -757609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -757612.250000 Penalty: 4369.988281
	Iteration 62Q: 3 clusters Score -757612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -757613.562500 Penalty: 4369.988281
	Iteration 63Q: 3 clusters Score -757613.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -757617.312500 Penalty: 4369.988281
	Iteration 64Q: 3 clusters Score -757617.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -757621.625000 Penalty: 4369.988281
	Iteration 65Q: 3 clusters Score -757621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -757623.375000 Penalty: 4369.988281
	Iteration 66Q: 3 clusters Score -757623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -757623.937500 Penalty: 4369.988281
	Iteration 67Q: 3 clusters Score -757623.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -757627.000000 Penalty: 4369.988281
	Iteration 68Q: 3 clusters Score -757627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -757627.437500 Penalty: 4369.988281
	Iteration 69Q: 3 clusters Score -757627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -757627.937500 Penalty: 4369.988281
	Iteration 70Q: 3 clusters Score -757627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -757628.125000 Penalty: 4369.988281
	Iteration 71Q: 3 clusters Score -757628.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -757628.125000 Penalty: 4369.988281
	Iteration 72F: 3 clusters Score -757628.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -669771.937500 Penalty: 2130.014648
	Iteration 0F: 2 clusters Score -669771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -665008.937500 Penalty: 4260.029297
	Iteration 0F: 3 clusters Score -665008.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -666192.562500 Penalty: 4260.029297
	Iteration 1F: 3 clusters Score -666192.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -666434.625000 Penalty: 4260.029297
	Iteration 2F: 3 clusters Score -666434.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -666580.375000 Penalty: 4260.029297
	Iteration 3F: 3 clusters Score -666580.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -666685.250000 Penalty: 4260.029297
	Iteration 4Q: 3 clusters Score -666685.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -666766.500000 Penalty: 4260.029297
	Iteration 5Q: 3 clusters Score -666766.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -666834.062500 Penalty: 4260.029297
	Iteration 6Q: 3 clusters Score -666834.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -666892.500000 Penalty: 4260.029297
	Iteration 7Q: 3 clusters Score -666892.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -666942.062500 Penalty: 4260.029297
	Iteration 8Q: 3 clusters Score -666942.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -666995.187500 Penalty: 4260.029297
	Iteration 9Q: 3 clusters Score -666995.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -667049.687500 Penalty: 4260.029297
	Iteration 10Q: 3 clusters Score -667049.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -667111.125000 Penalty: 4260.029297
	Iteration 11Q: 3 clusters Score -667111.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -667172.875000 Penalty: 4260.029297
	Iteration 12Q: 3 clusters Score -667172.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -667234.375000 Penalty: 4260.029297
	Iteration 13Q: 3 clusters Score -667234.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -667316.687500 Penalty: 4260.029297
	Iteration 14Q: 3 clusters Score -667316.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -667411.937500 Penalty: 4260.029297
	Iteration 15Q: 3 clusters Score -667411.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -667529.812500 Penalty: 4260.029297
	Iteration 16Q: 3 clusters Score -667529.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -667670.000000 Penalty: 4260.029297
	Iteration 17Q: 3 clusters Score -667670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -667800.000000 Penalty: 4260.029297
	Iteration 18Q: 3 clusters Score -667800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -667912.562500 Penalty: 4260.029297
	Iteration 19Q: 3 clusters Score -667912.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -667996.062500 Penalty: 4260.029297
	Iteration 20F: 3 clusters Score -667996.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -668063.625000 Penalty: 4260.029297
	Iteration 21Q: 3 clusters Score -668063.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -668117.437500 Penalty: 4260.029297
	Iteration 22Q: 3 clusters Score -668117.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -668155.812500 Penalty: 4260.029297
	Iteration 23Q: 3 clusters Score -668155.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -668184.937500 Penalty: 4260.029297
	Iteration 24Q: 3 clusters Score -668184.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -668211.000000 Penalty: 4260.029297
	Iteration 25Q: 3 clusters Score -668211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -668229.375000 Penalty: 4260.029297
	Iteration 26Q: 3 clusters Score -668229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -668241.187500 Penalty: 4260.029297
	Iteration 27Q: 3 clusters Score -668241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -668250.437500 Penalty: 4260.029297
	Iteration 28Q: 3 clusters Score -668250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -668262.562500 Penalty: 4260.029297
	Iteration 29Q: 3 clusters Score -668262.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -668270.000000 Penalty: 4260.029297
	Iteration 30Q: 3 clusters Score -668270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -668276.562500 Penalty: 4260.029297
	Iteration 31Q: 3 clusters Score -668276.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -668283.187500 Penalty: 4260.029297
	Iteration 32Q: 3 clusters Score -668283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -668287.562500 Penalty: 4260.029297
	Iteration 33Q: 3 clusters Score -668287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -668291.187500 Penalty: 4260.029297
	Iteration 34Q: 3 clusters Score -668291.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -668292.375000 Penalty: 4260.029297
	Iteration 35Q: 3 clusters Score -668292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -668295.187500 Penalty: 4260.029297
	Iteration 36Q: 3 clusters Score -668295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -668294.875000 Penalty: 4260.029297
	Iteration 37Q: 3 clusters Score -668294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -668294.875000 Penalty: 4260.029297
	Iteration 38F: 3 clusters Score -668294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -795024.500000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -795024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -789321.000000 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -789321 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -791103.250000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -791103.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -791722.562500 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -791722.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -792411.062500 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -792411.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -793206.187500 Penalty: 4379.876953
	Iteration 4F: 3 clusters Score -793206.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -793857.187500 Penalty: 4379.876953
	Iteration 5F: 3 clusters Score -793857.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -794260.937500 Penalty: 4379.876953
	Iteration 6F: 3 clusters Score -794260.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -794484.125000 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -794484.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -794578.062500 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -794578.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -794612.625000 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -794612.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -794637.250000 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -794637.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -794645.812500 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -794645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -794653.250000 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -794653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -794656.937500 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -794656.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -794659.250000 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -794659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -794662.187500 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -794662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -794662.062500 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -794662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -794662.375000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -794662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -794663.250000 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -794663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -794664.500000 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -794664.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -794663.125000 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -794663.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -794663.500000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -794663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -794665.125000 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -794665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -794665.125000 Penalty: 4379.876953
	Iteration 23F: 3 clusters Score -794665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Entering Unmasked Estep 
Score: -1285704.000000 Penalty: 2302.007568
	Iteration 0F: 2 clusters Score -1285704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1277504.125000 Penalty: 4604.015137
	Iteration 0F: 3 clusters Score -1277504 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1280256.250000 Penalty: 4604.015137
	Iteration 1F: 3 clusters Score -1280256 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1280764.500000 Penalty: 4604.015137
	Iteration 2F: 3 clusters Score -1280764 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1281131.750000 Penalty: 4604.015137
	Iteration 3F: 3 clusters Score -1281132 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1281420.000000 Penalty: 4604.015137
	Iteration 4F: 3 clusters Score -1281420 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1281704.500000 Penalty: 4604.015137
	Iteration 5Q: 3 clusters Score -1281704 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1281993.625000 Penalty: 4604.015137
	Iteration 6Q: 3 clusters Score -1281994 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1282327.625000 Penalty: 4604.015137
	Iteration 7Q: 3 clusters Score -1282328 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1282702.125000 Penalty: 4604.015137
	Iteration 8Q: 3 clusters Score -1282702 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1283105.000000 Penalty: 4604.015137
	Iteration 9Q: 3 clusters Score -1283105 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1283559.750000 Penalty: 4604.015137
	Iteration 10Q: 3 clusters Score -1283560 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1283978.125000 Penalty: 4604.015137
	Iteration 11Q: 3 clusters Score -1283978 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1284334.625000 Penalty: 4604.015137
	Iteration 12Q: 3 clusters Score -1284335 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1284618.625000 Penalty: 4604.015137
	Iteration 13Q: 3 clusters Score -1284619 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1284819.875000 Penalty: 4604.015137
	Iteration 14Q: 3 clusters Score -1284820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1284931.250000 Penalty: 4604.015137
	Iteration 15Q: 3 clusters Score -1284931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1285004.125000 Penalty: 4604.015137
	Iteration 16Q: 3 clusters Score -1285004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1285046.125000 Penalty: 4604.015137
	Iteration 17Q: 3 clusters Score -1285046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1285068.875000 Penalty: 4604.015137
	Iteration 18Q: 3 clusters Score -1285069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1285077.750000 Penalty: 4604.015137
	Iteration 19Q: 3 clusters Score -1285078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1285090.625000 Penalty: 4604.015137
	Iteration 20F: 3 clusters Score -1285091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1285107.875000 Penalty: 4604.015137
	Iteration 21Q: 3 clusters Score -1285108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1285123.500000 Penalty: 4604.015137
	Iteration 22Q: 3 clusters Score -1285124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1285127.875000 Penalty: 4604.015137
	Iteration 23Q: 3 clusters Score -1285128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1285128.875000 Penalty: 4604.015137
	Iteration 24Q: 3 clusters Score -1285129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1285128.875000 Penalty: 4604.015137
	Iteration 25F: 3 clusters Score -1285129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (177540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177540 members 
Entering Unmasked Estep 
Score: -21981680.000000 Penalty: 2997.563965
	Iteration 0F: 2 clusters Score -2.198168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 88833 members 
Entering Unmasked Estep 
Score: -21867402.000000 Penalty: 5995.127930
	Iteration 0F: 3 clusters Score -2.18674e+07 nChanged 85180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -21916700.000000 Penalty: 5995.127930
	Iteration 1F: 3 clusters Score -2.19167e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -21917746.000000 Penalty: 5995.127930
	Iteration 2Q: 3 clusters Score -2.191775e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -21919060.000000 Penalty: 5995.127930
	Iteration 3Q: 3 clusters Score -2.191906e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -21920920.000000 Penalty: 5995.127930
	Iteration 4Q: 3 clusters Score -2.192092e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -21923392.000000 Penalty: 5995.127930
	Iteration 5Q: 3 clusters Score -2.192339e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95367 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -21927144.000000 Penalty: 5995.127930
	Iteration 6Q: 3 clusters Score -2.192714e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -21932430.000000 Penalty: 5995.127930
	Iteration 7F: 3 clusters Score -2.193243e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -21940400.000000 Penalty: 5995.127930
	Iteration 8F: 3 clusters Score -2.19404e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -21949340.000000 Penalty: 5995.127930
	Iteration 9F: 3 clusters Score -2.194934e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -21956912.000000 Penalty: 5995.127930
	Iteration 10F: 3 clusters Score -2.195691e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117141 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -21960976.000000 Penalty: 5995.127930
	Iteration 11Q: 3 clusters Score -2.196098e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -21962962.000000 Penalty: 5995.127930
	Iteration 12Q: 3 clusters Score -2.196296e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -21964290.000000 Penalty: 5995.127930
	Iteration 13Q: 3 clusters Score -2.196429e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -21965366.000000 Penalty: 5995.127930
	Iteration 14Q: 3 clusters Score -2.196537e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -21966644.000000 Penalty: 5995.127930
	Iteration 15Q: 3 clusters Score -2.196664e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133284 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -21968080.000000 Penalty: 5995.127930
	Iteration 16Q: 3 clusters Score -2.196808e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -21969392.000000 Penalty: 5995.127930
	Iteration 17Q: 3 clusters Score -2.196939e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139809 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -21970718.000000 Penalty: 5995.127930
	Iteration 18Q: 3 clusters Score -2.197072e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142889 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -21971888.000000 Penalty: 5995.127930
	Iteration 19Q: 3 clusters Score -2.197189e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -21973118.000000 Penalty: 5995.127930
	Iteration 20F: 3 clusters Score -2.197312e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148845 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -21974348.000000 Penalty: 5995.127930
	Iteration 21Q: 3 clusters Score -2.197435e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -21975328.000000 Penalty: 5995.127930
	Iteration 22Q: 3 clusters Score -2.197533e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -21976406.000000 Penalty: 5995.127930
	Iteration 23Q: 3 clusters Score -2.197641e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -21977100.000000 Penalty: 5995.127930
	Iteration 24Q: 3 clusters Score -2.19771e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158503 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -21977858.000000 Penalty: 5995.127930
	Iteration 25Q: 3 clusters Score -2.197786e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -21978380.000000 Penalty: 5995.127930
	Iteration 26Q: 3 clusters Score -2.197838e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162022 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -21978868.000000 Penalty: 5995.127930
	Iteration 27Q: 3 clusters Score -2.197887e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163467 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -21979220.000000 Penalty: 5995.127930
	Iteration 28Q: 3 clusters Score -2.197922e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -21979514.000000 Penalty: 5995.127930
	Iteration 29Q: 3 clusters Score -2.197951e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166019 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -21979730.000000 Penalty: 5995.127930
	Iteration 30Q: 3 clusters Score -2.197973e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167059 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -21979896.000000 Penalty: 5995.127930
	Iteration 31Q: 3 clusters Score -2.19799e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -21980132.000000 Penalty: 5995.127930
	Iteration 32Q: 3 clusters Score -2.198013e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -21980282.000000 Penalty: 5995.127930
	Iteration 33Q: 3 clusters Score -2.198028e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -21980310.000000 Penalty: 5995.127930
	Iteration 34Q: 3 clusters Score -2.198031e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -21980388.000000 Penalty: 5995.127930
	Iteration 35Q: 3 clusters Score -2.198039e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170768 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -21980496.000000 Penalty: 5995.127930
	Iteration 36Q: 3 clusters Score -2.19805e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -21980568.000000 Penalty: 5995.127930
	Iteration 37Q: 3 clusters Score -2.198057e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -21980632.000000 Penalty: 5995.127930
	Iteration 38Q: 3 clusters Score -2.198063e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171965 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -21980744.000000 Penalty: 5995.127930
	Iteration 39Q: 3 clusters Score -2.198074e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -21980770.000000 Penalty: 5995.127930
	Iteration 40F: 3 clusters Score -2.198077e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -21980782.000000 Penalty: 5995.127930
	Iteration 41Q: 3 clusters Score -2.198078e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172776 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -21980818.000000 Penalty: 5995.127930
	Iteration 42Q: 3 clusters Score -2.198082e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -21980838.000000 Penalty: 5995.127930
	Iteration 43Q: 3 clusters Score -2.198084e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -21980892.000000 Penalty: 5995.127930
	Iteration 44Q: 3 clusters Score -2.198089e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173447 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -21980836.000000 Penalty: 5995.127930
	Iteration 45Q: 3 clusters Score -2.198084e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173623 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -21980840.000000 Penalty: 5995.127930
	Iteration 46Q: 3 clusters Score -2.198084e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -21980846.000000 Penalty: 5995.127930
	Iteration 47Q: 3 clusters Score -2.198085e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173914 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -21980868.000000 Penalty: 5995.127930
	Iteration 48Q: 3 clusters Score -2.198087e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21980856.000000 Penalty: 5995.127930
	Iteration 49Q: 3 clusters Score -2.198086e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174126 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21980826.000000 Penalty: 5995.127930
	Iteration 50Q: 3 clusters Score -2.198083e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174218 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -21980866.000000 Penalty: 5995.127930
	Iteration 51Q: 3 clusters Score -2.198087e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174307 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21980848.000000 Penalty: 5995.127930
	Iteration 52Q: 3 clusters Score -2.198085e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -21980854.000000 Penalty: 5995.127930
	Iteration 53Q: 3 clusters Score -2.198085e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174450 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21980900.000000 Penalty: 5995.127930
	Iteration 54Q: 3 clusters Score -2.19809e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174511 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -21980938.000000 Penalty: 5995.127930
	Iteration 55Q: 3 clusters Score -2.198094e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21980944.000000 Penalty: 5995.127930
	Iteration 56Q: 3 clusters Score -2.198094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174609 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21980950.000000 Penalty: 5995.127930
	Iteration 57Q: 3 clusters Score -2.198095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21980944.000000 Penalty: 5995.127930
	Iteration 58Q: 3 clusters Score -2.198094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174669 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21980928.000000 Penalty: 5995.127930
	Iteration 59Q: 3 clusters Score -2.198093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174696 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21980944.000000 Penalty: 5995.127930
	Iteration 60F: 3 clusters Score -2.198094e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174722 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21980950.000000 Penalty: 5995.127930
	Iteration 61Q: 3 clusters Score -2.198095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -21980956.000000 Penalty: 5995.127930
	Iteration 62Q: 3 clusters Score -2.198096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21980932.000000 Penalty: 5995.127930
	Iteration 63Q: 3 clusters Score -2.198093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174771 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -21980938.000000 Penalty: 5995.127930
	Iteration 64Q: 3 clusters Score -2.198094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -21980968.000000 Penalty: 5995.127930
	Iteration 65Q: 3 clusters Score -2.198097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -21980958.000000 Penalty: 5995.127930
	Iteration 66Q: 3 clusters Score -2.198096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -21980930.000000 Penalty: 5995.127930
	Iteration 67Q: 3 clusters Score -2.198093e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21980940.000000 Penalty: 5995.127930
	Iteration 68Q: 3 clusters Score -2.198094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174834 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21980932.000000 Penalty: 5995.127930
	Iteration 69Q: 3 clusters Score -2.198093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174845 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21980948.000000 Penalty: 5995.127930
	Iteration 70Q: 3 clusters Score -2.198095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21980938.000000 Penalty: 5995.127930
	Iteration 71Q: 3 clusters Score -2.198094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174866 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21980954.000000 Penalty: 5995.127930
	Iteration 72Q: 3 clusters Score -2.198095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174872 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21980944.000000 Penalty: 5995.127930
	Iteration 73Q: 3 clusters Score -2.198094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174878 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -21980950.000000 Penalty: 5995.127930
	Iteration 74Q: 3 clusters Score -2.198095e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174886 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -21980952.000000 Penalty: 5995.127930
	Iteration 75Q: 3 clusters Score -2.198095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174891 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21980958.000000 Penalty: 5995.127930
	Iteration 76Q: 3 clusters Score -2.198096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174898 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21980974.000000 Penalty: 5995.127930
	Iteration 77Q: 3 clusters Score -2.198097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174903 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21980966.000000 Penalty: 5995.127930
	Iteration 78Q: 3 clusters Score -2.198097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -21980960.000000 Penalty: 5995.127930
	Iteration 79Q: 3 clusters Score -2.198096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174909 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21980956.000000 Penalty: 5995.127930
	Iteration 80F: 3 clusters Score -2.198096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174914 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21980952.000000 Penalty: 5995.127930
	Iteration 81Q: 3 clusters Score -2.198095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174920 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21980958.000000 Penalty: 5995.127930
	Iteration 82Q: 3 clusters Score -2.198096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174924 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -21980944.000000 Penalty: 5995.127930
	Iteration 83Q: 3 clusters Score -2.198094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174928 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21980944.000000 Penalty: 5995.127930
	Iteration 84Q: 3 clusters Score -2.198094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174931 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21980952.000000 Penalty: 5995.127930
	Iteration 85Q: 3 clusters Score -2.198095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174932 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -21980952.000000 Penalty: 5995.127930
	Iteration 86Q: 3 clusters Score -2.198095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174934 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21980946.000000 Penalty: 5995.127930
	Iteration 87Q: 3 clusters Score -2.198095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174935 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21980948.000000 Penalty: 5995.127930
	Iteration 88Q: 3 clusters Score -2.198095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174935 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21980948.000000 Penalty: 5995.127930
	Iteration 89F: 3 clusters Score -2.198095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Entering Unmasked Estep 
Score: -1590335.625000 Penalty: 2351.962646
	Iteration 0F: 2 clusters Score -1590336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1580721.125000 Penalty: 4703.925293
	Iteration 0F: 3 clusters Score -1580721 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1583952.750000 Penalty: 4703.925293
	Iteration 1F: 3 clusters Score -1583953 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1584591.500000 Penalty: 4703.925293
	Iteration 2F: 3 clusters Score -1584592 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1585218.000000 Penalty: 4703.925293
	Iteration 3F: 3 clusters Score -1585218 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1585782.375000 Penalty: 4703.925293
	Iteration 4F: 3 clusters Score -1585782 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1586271.125000 Penalty: 4703.925293
	Iteration 5F: 3 clusters Score -1586271 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1586712.875000 Penalty: 4703.925293
	Iteration 6F: 3 clusters Score -1586713 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1587105.875000 Penalty: 4703.925293
	Iteration 7Q: 3 clusters Score -1587106 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1587472.875000 Penalty: 4703.925293
	Iteration 8Q: 3 clusters Score -1587473 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1587815.125000 Penalty: 4703.925293
	Iteration 9Q: 3 clusters Score -1587815 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1588100.000000 Penalty: 4703.925293
	Iteration 10Q: 3 clusters Score -1588100 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1588310.875000 Penalty: 4703.925293
	Iteration 11Q: 3 clusters Score -1588311 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1588486.000000 Penalty: 4703.925293
	Iteration 12Q: 3 clusters Score -1588486 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1588635.750000 Penalty: 4703.925293
	Iteration 13Q: 3 clusters Score -1588636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1588742.750000 Penalty: 4703.925293
	Iteration 14Q: 3 clusters Score -1588743 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1588810.250000 Penalty: 4703.925293
	Iteration 15Q: 3 clusters Score -1588810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1588867.375000 Penalty: 4703.925293
	Iteration 16Q: 3 clusters Score -1588867 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1588903.250000 Penalty: 4703.925293
	Iteration 17Q: 3 clusters Score -1588903 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1588934.000000 Penalty: 4703.925293
	Iteration 18Q: 3 clusters Score -1588934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1588954.000000 Penalty: 4703.925293
	Iteration 19Q: 3 clusters Score -1588954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1588974.375000 Penalty: 4703.925293
	Iteration 20F: 3 clusters Score -1588974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1589001.250000 Penalty: 4703.925293
	Iteration 21Q: 3 clusters Score -1589001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1589019.125000 Penalty: 4703.925293
	Iteration 22Q: 3 clusters Score -1589019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1589028.375000 Penalty: 4703.925293
	Iteration 23Q: 3 clusters Score -1589028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1589035.875000 Penalty: 4703.925293
	Iteration 24Q: 3 clusters Score -1589036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1589044.625000 Penalty: 4703.925293
	Iteration 25Q: 3 clusters Score -1589045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1589050.000000 Penalty: 4703.925293
	Iteration 26Q: 3 clusters Score -1589050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1589056.250000 Penalty: 4703.925293
	Iteration 27Q: 3 clusters Score -1589056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1589061.000000 Penalty: 4703.925293
	Iteration 28Q: 3 clusters Score -1589061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1589066.500000 Penalty: 4703.925293
	Iteration 29Q: 3 clusters Score -1589066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1589067.625000 Penalty: 4703.925293
	Iteration 30Q: 3 clusters Score -1589068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1589068.375000 Penalty: 4703.925293
	Iteration 31Q: 3 clusters Score -1589068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1589070.125000 Penalty: 4703.925293
	Iteration 32Q: 3 clusters Score -1589070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1589074.750000 Penalty: 4703.925293
	Iteration 33Q: 3 clusters Score -1589075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1589074.375000 Penalty: 4703.925293
	Iteration 34Q: 3 clusters Score -1589074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1589076.250000 Penalty: 4703.925293
	Iteration 35Q: 3 clusters Score -1589076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1589076.750000 Penalty: 4703.925293
	Iteration 36Q: 3 clusters Score -1589077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1589080.250000 Penalty: 4703.925293
	Iteration 37Q: 3 clusters Score -1589080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1589079.125000 Penalty: 4703.925293
	Iteration 38Q: 3 clusters Score -1589079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1589080.875000 Penalty: 4703.925293
	Iteration 39Q: 3 clusters Score -1589081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1589080.750000 Penalty: 4703.925293
	Iteration 40F: 3 clusters Score -1589081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1589082.000000 Penalty: 4703.925293
	Iteration 41Q: 3 clusters Score -1589082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1589079.250000 Penalty: 4703.925293
	Iteration 42Q: 3 clusters Score -1589079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1589080.375000 Penalty: 4703.925293
	Iteration 43Q: 3 clusters Score -1589080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1589083.125000 Penalty: 4703.925293
	Iteration 44Q: 3 clusters Score -1589083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1589083.000000 Penalty: 4703.925293
	Iteration 45Q: 3 clusters Score -1589083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1589083.250000 Penalty: 4703.925293
	Iteration 46Q: 3 clusters Score -1589083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1589083.250000 Penalty: 4703.925293
	Iteration 47F: 3 clusters Score -1589083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (261748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261748 members 
Entering Unmasked Estep 
Score: -32084872.000000 Penalty: 3093.834229
	Iteration 0F: 2 clusters Score -3.208487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130944 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -31919536.000000 Penalty: 6187.668457
	Iteration 0F: 3 clusters Score -3.191954e+07 nChanged 126547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131747 members 
Mstep: Class 2 contains 130001 members 
Entering Unmasked Estep 
Score: -31993694.000000 Penalty: 6187.668457
	Iteration 1F: 3 clusters Score -3.199369e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132217 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -31994654.000000 Penalty: 6187.668457
	Iteration 2Q: 3 clusters Score -3.199465e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132950 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -31995160.000000 Penalty: 6187.668457
	Iteration 3Q: 3 clusters Score -3.199516e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134070 members 
Mstep: Class 2 contains 127678 members 
Entering Unmasked Estep 
Score: -31995796.000000 Penalty: 6187.668457
	Iteration 4Q: 3 clusters Score -3.19958e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135939 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -31996684.000000 Penalty: 6187.668457
	Iteration 5Q: 3 clusters Score -3.199668e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138677 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
Score: -31997740.000000 Penalty: 6187.668457
	Iteration 6Q: 3 clusters Score -3.199774e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142845 members 
Mstep: Class 2 contains 118903 members 
Entering Unmasked Estep 
Score: -31999608.000000 Penalty: 6187.668457
	Iteration 7Q: 3 clusters Score -3.199961e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149050 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -32002552.000000 Penalty: 6187.668457
	Iteration 8Q: 3 clusters Score -3.200255e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -32007608.000000 Penalty: 6187.668457
	Iteration 9Q: 3 clusters Score -3.200761e+07 nChanged 14233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170790 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -32015876.000000 Penalty: 6187.668457
	Iteration 10F: 3 clusters Score -3.201588e+07 nChanged 17621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186943 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -32028800.000000 Penalty: 6187.668457
	Iteration 11F: 3 clusters Score -3.20288e+07 nChanged 18251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203398 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -32042962.000000 Penalty: 6187.668457
	Iteration 12F: 3 clusters Score -3.204296e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215967 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -32053752.000000 Penalty: 6187.668457
	Iteration 13F: 3 clusters Score -3.205375e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224037 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -32060212.000000 Penalty: 6187.668457
	Iteration 14Q: 3 clusters Score -3.206021e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229407 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -32063838.000000 Penalty: 6187.668457
	Iteration 15Q: 3 clusters Score -3.206384e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233699 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -32065990.000000 Penalty: 6187.668457
	Iteration 16Q: 3 clusters Score -3.206599e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237320 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -32067776.000000 Penalty: 6187.668457
	Iteration 17Q: 3 clusters Score -3.206778e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240521 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -32069280.000000 Penalty: 6187.668457
	Iteration 18Q: 3 clusters Score -3.206928e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243286 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -32070560.000000 Penalty: 6187.668457
	Iteration 19Q: 3 clusters Score -3.207056e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245659 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -32071754.000000 Penalty: 6187.668457
	Iteration 20F: 3 clusters Score -3.207175e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247700 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -32072828.000000 Penalty: 6187.668457
	Iteration 21Q: 3 clusters Score -3.207283e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249484 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -32073952.000000 Penalty: 6187.668457
	Iteration 22Q: 3 clusters Score -3.207395e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251039 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -32074862.000000 Penalty: 6187.668457
	Iteration 23Q: 3 clusters Score -3.207486e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252332 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -32075614.000000 Penalty: 6187.668457
	Iteration 24Q: 3 clusters Score -3.207561e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253409 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -32076368.000000 Penalty: 6187.668457
	Iteration 25Q: 3 clusters Score -3.207637e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254351 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -32076892.000000 Penalty: 6187.668457
	Iteration 26Q: 3 clusters Score -3.207689e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255101 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -32077450.000000 Penalty: 6187.668457
	Iteration 27Q: 3 clusters Score -3.207745e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255738 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -32077896.000000 Penalty: 6187.668457
	Iteration 28Q: 3 clusters Score -3.20779e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256321 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -32078358.000000 Penalty: 6187.668457
	Iteration 29Q: 3 clusters Score -3.207836e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256796 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -32078810.000000 Penalty: 6187.668457
	Iteration 30Q: 3 clusters Score -3.207881e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257218 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -32079132.000000 Penalty: 6187.668457
	Iteration 31Q: 3 clusters Score -3.207913e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257570 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -32079380.000000 Penalty: 6187.668457
	Iteration 32Q: 3 clusters Score -3.207938e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257867 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -32079574.000000 Penalty: 6187.668457
	Iteration 33Q: 3 clusters Score -3.207957e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258131 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -32079804.000000 Penalty: 6187.668457
	Iteration 34Q: 3 clusters Score -3.20798e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258379 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -32080018.000000 Penalty: 6187.668457
	Iteration 35Q: 3 clusters Score -3.208002e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258608 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -32080176.000000 Penalty: 6187.668457
	Iteration 36Q: 3 clusters Score -3.208018e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258810 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -32080418.000000 Penalty: 6187.668457
	Iteration 37Q: 3 clusters Score -3.208042e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258975 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -32080558.000000 Penalty: 6187.668457
	Iteration 38Q: 3 clusters Score -3.208056e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259129 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -32080646.000000 Penalty: 6187.668457
	Iteration 39Q: 3 clusters Score -3.208065e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259239 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -32080744.000000 Penalty: 6187.668457
	Iteration 40F: 3 clusters Score -3.208074e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259316 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -32080860.000000 Penalty: 6187.668457
	Iteration 41Q: 3 clusters Score -3.208086e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259384 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -32080964.000000 Penalty: 6187.668457
	Iteration 42Q: 3 clusters Score -3.208096e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259454 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -32081018.000000 Penalty: 6187.668457
	Iteration 43Q: 3 clusters Score -3.208102e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259512 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -32081084.000000 Penalty: 6187.668457
	Iteration 44Q: 3 clusters Score -3.208108e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259558 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -32081122.000000 Penalty: 6187.668457
	Iteration 45Q: 3 clusters Score -3.208112e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259611 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -32081178.000000 Penalty: 6187.668457
	Iteration 46Q: 3 clusters Score -3.208118e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259654 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -32081194.000000 Penalty: 6187.668457
	Iteration 47Q: 3 clusters Score -3.208119e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259686 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -32081208.000000 Penalty: 6187.668457
	Iteration 48Q: 3 clusters Score -3.208121e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259717 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -32081204.000000 Penalty: 6187.668457
	Iteration 49Q: 3 clusters Score -3.20812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259746 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -32081210.000000 Penalty: 6187.668457
	Iteration 50Q: 3 clusters Score -3.208121e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259778 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -32081244.000000 Penalty: 6187.668457
	Iteration 51Q: 3 clusters Score -3.208124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259801 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -32081278.000000 Penalty: 6187.668457
	Iteration 52Q: 3 clusters Score -3.208128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259820 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -32081292.000000 Penalty: 6187.668457
	Iteration 53Q: 3 clusters Score -3.208129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259842 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -32081314.000000 Penalty: 6187.668457
	Iteration 54Q: 3 clusters Score -3.208131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259869 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -32081330.000000 Penalty: 6187.668457
	Iteration 55Q: 3 clusters Score -3.208133e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259896 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -32081344.000000 Penalty: 6187.668457
	Iteration 56Q: 3 clusters Score -3.208134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259921 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -32081394.000000 Penalty: 6187.668457
	Iteration 57Q: 3 clusters Score -3.208139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259938 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -32081382.000000 Penalty: 6187.668457
	Iteration 58Q: 3 clusters Score -3.208138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259958 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -32081396.000000 Penalty: 6187.668457
	Iteration 59Q: 3 clusters Score -3.20814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259975 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -32081408.000000 Penalty: 6187.668457
	Iteration 60F: 3 clusters Score -3.208141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259988 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -32081428.000000 Penalty: 6187.668457
	Iteration 61Q: 3 clusters Score -3.208143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259990 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -32081430.000000 Penalty: 6187.668457
	Iteration 62Q: 3 clusters Score -3.208143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259994 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -32081434.000000 Penalty: 6187.668457
	Iteration 63Q: 3 clusters Score -3.208143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260002 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -32081438.000000 Penalty: 6187.668457
	Iteration 64Q: 3 clusters Score -3.208144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260006 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -32081436.000000 Penalty: 6187.668457
	Iteration 65Q: 3 clusters Score -3.208144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260007 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -32081442.000000 Penalty: 6187.668457
	Iteration 66Q: 3 clusters Score -3.208144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260013 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -32081448.000000 Penalty: 6187.668457
	Iteration 67Q: 3 clusters Score -3.208145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260016 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -32081456.000000 Penalty: 6187.668457
	Iteration 68Q: 3 clusters Score -3.208146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260021 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -32081462.000000 Penalty: 6187.668457
	Iteration 69Q: 3 clusters Score -3.208146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260026 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -32081474.000000 Penalty: 6187.668457
	Iteration 70Q: 3 clusters Score -3.208147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260032 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -32081494.000000 Penalty: 6187.668457
	Iteration 71Q: 3 clusters Score -3.208149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260036 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -32081454.000000 Penalty: 6187.668457
	Iteration 72Q: 3 clusters Score -3.208145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260037 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -32081456.000000 Penalty: 6187.668457
	Iteration 73Q: 3 clusters Score -3.208146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260042 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -32081446.000000 Penalty: 6187.668457
	Iteration 74Q: 3 clusters Score -3.208145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260045 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -32081466.000000 Penalty: 6187.668457
	Iteration 75Q: 3 clusters Score -3.208147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260046 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -32081472.000000 Penalty: 6187.668457
	Iteration 76Q: 3 clusters Score -3.208147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260049 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -32081480.000000 Penalty: 6187.668457
	Iteration 77Q: 3 clusters Score -3.208148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260054 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -32081480.000000 Penalty: 6187.668457
	Iteration 78Q: 3 clusters Score -3.208148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260057 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -32081488.000000 Penalty: 6187.668457
	Iteration 79Q: 3 clusters Score -3.208149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260061 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -32081478.000000 Penalty: 6187.668457
	Iteration 80F: 3 clusters Score -3.208148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260066 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -32081490.000000 Penalty: 6187.668457
	Iteration 81Q: 3 clusters Score -3.208149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260072 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -32081510.000000 Penalty: 6187.668457
	Iteration 82Q: 3 clusters Score -3.208151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260075 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -32081498.000000 Penalty: 6187.668457
	Iteration 83Q: 3 clusters Score -3.20815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260073 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -32081494.000000 Penalty: 6187.668457
	Iteration 84Q: 3 clusters Score -3.208149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260074 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -32081504.000000 Penalty: 6187.668457
	Iteration 85Q: 3 clusters Score -3.20815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260074 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -32081504.000000 Penalty: 6187.668457
	Iteration 86F: 3 clusters Score -3.20815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -118178.578125 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -118178.6 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 558 members 
Entering Unmasked Estep 
Score: -116163.406250 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -116163.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116524.875000 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -116524.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116636.664062 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -116636.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116688.273438 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -116688.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116728.007812 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -116728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116761.867188 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -116761.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116782.625000 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -116782.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116808.367188 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -116808.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116819.062500 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -116819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116828.632812 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -116828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116835.789062 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -116835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116848.195312 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -116848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116862.382812 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -116862.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -116877.703125 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -116877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116885.679688 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -116885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116894.664062 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -116894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116912.257812 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -116912.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116947.625000 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -116947.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116978.539062 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -116978.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -117002.125000 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -117002.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117046.179688 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -117046.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117138.125000 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -117138.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117267.406250 Penalty: 3485.107666
	Iteration 22Q: 3 clusters Score -117267.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117356.218750 Penalty: 3485.107666
	Iteration 23Q: 3 clusters Score -117356.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117443.343750 Penalty: 3485.107666
	Iteration 24Q: 3 clusters Score -117443.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117546.179688 Penalty: 3485.107666
	Iteration 25Q: 3 clusters Score -117546.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117590.882812 Penalty: 3485.107666
	Iteration 26Q: 3 clusters Score -117590.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117611.468750 Penalty: 3485.107666
	Iteration 27Q: 3 clusters Score -117611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117623.734375 Penalty: 3485.107666
	Iteration 28Q: 3 clusters Score -117623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -117638.593750 Penalty: 3485.107666
	Iteration 29Q: 3 clusters Score -117638.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -117648.804688 Penalty: 3485.107666
	Iteration 30Q: 3 clusters Score -117648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117652.101562 Penalty: 3485.107666
	Iteration 31Q: 3 clusters Score -117652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117653.117188 Penalty: 3485.107666
	Iteration 32Q: 3 clusters Score -117653.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117653.117188 Penalty: 3485.107666
	Iteration 33F: 3 clusters Score -117653.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (189654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189654 members 
Entering Unmasked Estep 
Score: -23134774.000000 Penalty: 3013.933350
	Iteration 0F: 2 clusters Score -2.313477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -23012078.000000 Penalty: 6027.866699
	Iteration 0F: 3 clusters Score -2.301208e+07 nChanged 91670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -23065724.000000 Penalty: 6027.866699
	Iteration 1F: 3 clusters Score -2.306572e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -23066752.000000 Penalty: 6027.866699
	Iteration 2Q: 3 clusters Score -2.306675e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -23068024.000000 Penalty: 6027.866699
	Iteration 3Q: 3 clusters Score -2.306802e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -23069788.000000 Penalty: 6027.866699
	Iteration 4Q: 3 clusters Score -2.306979e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -23072176.000000 Penalty: 6027.866699
	Iteration 5Q: 3 clusters Score -2.307218e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110529 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -23076096.000000 Penalty: 6027.866699
	Iteration 6Q: 3 clusters Score -2.30761e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117181 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -23082070.000000 Penalty: 6027.866699
	Iteration 7F: 3 clusters Score -2.308207e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125002 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -23090682.000000 Penalty: 6027.866699
	Iteration 8F: 3 clusters Score -2.309068e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -23100054.000000 Penalty: 6027.866699
	Iteration 9F: 3 clusters Score -2.310005e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138945 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -23108256.000000 Penalty: 6027.866699
	Iteration 10F: 3 clusters Score -2.310826e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -23113276.000000 Penalty: 6027.866699
	Iteration 11Q: 3 clusters Score -2.311328e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147357 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -23116374.000000 Penalty: 6027.866699
	Iteration 12Q: 3 clusters Score -2.311637e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150947 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -23118486.000000 Penalty: 6027.866699
	Iteration 13Q: 3 clusters Score -2.311849e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -23120570.000000 Penalty: 6027.866699
	Iteration 14Q: 3 clusters Score -2.312057e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -23122656.000000 Penalty: 6027.866699
	Iteration 15Q: 3 clusters Score -2.312266e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161331 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -23124870.000000 Penalty: 6027.866699
	Iteration 16Q: 3 clusters Score -2.312487e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -23126908.000000 Penalty: 6027.866699
	Iteration 17Q: 3 clusters Score -2.312691e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -23128790.000000 Penalty: 6027.866699
	Iteration 18Q: 3 clusters Score -2.312879e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169568 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -23130234.000000 Penalty: 6027.866699
	Iteration 19Q: 3 clusters Score -2.313023e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -23131396.000000 Penalty: 6027.866699
	Iteration 20F: 3 clusters Score -2.31314e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -23132384.000000 Penalty: 6027.866699
	Iteration 21Q: 3 clusters Score -2.313238e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -23132956.000000 Penalty: 6027.866699
	Iteration 22Q: 3 clusters Score -2.313296e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174801 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -23133474.000000 Penalty: 6027.866699
	Iteration 23Q: 3 clusters Score -2.313347e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -23133732.000000 Penalty: 6027.866699
	Iteration 24Q: 3 clusters Score -2.313373e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -23133852.000000 Penalty: 6027.866699
	Iteration 25Q: 3 clusters Score -2.313385e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176831 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -23133924.000000 Penalty: 6027.866699
	Iteration 26Q: 3 clusters Score -2.313392e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177392 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -23134076.000000 Penalty: 6027.866699
	Iteration 27Q: 3 clusters Score -2.313408e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177898 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -23134216.000000 Penalty: 6027.866699
	Iteration 28Q: 3 clusters Score -2.313422e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178338 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -23134212.000000 Penalty: 6027.866699
	Iteration 29Q: 3 clusters Score -2.313421e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178747 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -23134298.000000 Penalty: 6027.866699
	Iteration 30Q: 3 clusters Score -2.31343e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -23134238.000000 Penalty: 6027.866699
	Iteration 31Q: 3 clusters Score -2.313424e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -23134302.000000 Penalty: 6027.866699
	Iteration 32Q: 3 clusters Score -2.31343e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179796 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -23134338.000000 Penalty: 6027.866699
	Iteration 33Q: 3 clusters Score -2.313434e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180080 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -23134432.000000 Penalty: 6027.866699
	Iteration 34Q: 3 clusters Score -2.313443e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180318 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -23134384.000000 Penalty: 6027.866699
	Iteration 35Q: 3 clusters Score -2.313438e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180520 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -23134332.000000 Penalty: 6027.866699
	Iteration 36Q: 3 clusters Score -2.313433e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180701 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -23134296.000000 Penalty: 6027.866699
	Iteration 37Q: 3 clusters Score -2.31343e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180850 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -23134254.000000 Penalty: 6027.866699
	Iteration 38Q: 3 clusters Score -2.313425e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180987 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -23134254.000000 Penalty: 6027.866699
	Iteration 39Q: 3 clusters Score -2.313425e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181124 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -23134250.000000 Penalty: 6027.866699
	Iteration 40F: 3 clusters Score -2.313425e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181250 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -23134246.000000 Penalty: 6027.866699
	Iteration 41Q: 3 clusters Score -2.313425e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181342 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -23134248.000000 Penalty: 6027.866699
	Iteration 42Q: 3 clusters Score -2.313425e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181425 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -23134244.000000 Penalty: 6027.866699
	Iteration 43Q: 3 clusters Score -2.313424e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181506 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -23134216.000000 Penalty: 6027.866699
	Iteration 44Q: 3 clusters Score -2.313422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181598 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -23134228.000000 Penalty: 6027.866699
	Iteration 45Q: 3 clusters Score -2.313423e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181684 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -23134204.000000 Penalty: 6027.866699
	Iteration 46Q: 3 clusters Score -2.31342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181759 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -23134206.000000 Penalty: 6027.866699
	Iteration 47Q: 3 clusters Score -2.313421e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181815 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -23134216.000000 Penalty: 6027.866699
	Iteration 48Q: 3 clusters Score -2.313422e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181873 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -23134234.000000 Penalty: 6027.866699
	Iteration 49Q: 3 clusters Score -2.313423e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181929 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -23134224.000000 Penalty: 6027.866699
	Iteration 50Q: 3 clusters Score -2.313422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -23134232.000000 Penalty: 6027.866699
	Iteration 51Q: 3 clusters Score -2.313423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182019 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -23134228.000000 Penalty: 6027.866699
	Iteration 52Q: 3 clusters Score -2.313423e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182065 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -23134204.000000 Penalty: 6027.866699
	Iteration 53Q: 3 clusters Score -2.31342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182102 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -23134200.000000 Penalty: 6027.866699
	Iteration 54Q: 3 clusters Score -2.31342e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182138 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -23134216.000000 Penalty: 6027.866699
	Iteration 55Q: 3 clusters Score -2.313422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182173 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -23134208.000000 Penalty: 6027.866699
	Iteration 56Q: 3 clusters Score -2.313421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182206 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -23134194.000000 Penalty: 6027.866699
	Iteration 57Q: 3 clusters Score -2.313419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182234 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -23134208.000000 Penalty: 6027.866699
	Iteration 58Q: 3 clusters Score -2.313421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182262 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -23134202.000000 Penalty: 6027.866699
	Iteration 59Q: 3 clusters Score -2.31342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182285 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -23134196.000000 Penalty: 6027.866699
	Iteration 60F: 3 clusters Score -2.31342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -23134210.000000 Penalty: 6027.866699
	Iteration 61Q: 3 clusters Score -2.313421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182329 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -23134228.000000 Penalty: 6027.866699
	Iteration 62Q: 3 clusters Score -2.313423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182346 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -23134194.000000 Penalty: 6027.866699
	Iteration 63Q: 3 clusters Score -2.313419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182358 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -23134194.000000 Penalty: 6027.866699
	Iteration 64Q: 3 clusters Score -2.313419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182373 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -23134176.000000 Penalty: 6027.866699
	Iteration 65Q: 3 clusters Score -2.313418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -23134174.000000 Penalty: 6027.866699
	Iteration 66Q: 3 clusters Score -2.313417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182400 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -23134156.000000 Penalty: 6027.866699
	Iteration 67Q: 3 clusters Score -2.313416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182416 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -23134160.000000 Penalty: 6027.866699
	Iteration 68Q: 3 clusters Score -2.313416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182429 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -23134170.000000 Penalty: 6027.866699
	Iteration 69Q: 3 clusters Score -2.313417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182444 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -23134146.000000 Penalty: 6027.866699
	Iteration 70Q: 3 clusters Score -2.313415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182454 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -23134140.000000 Penalty: 6027.866699
	Iteration 71Q: 3 clusters Score -2.313414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182467 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -23134152.000000 Penalty: 6027.866699
	Iteration 72Q: 3 clusters Score -2.313415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182479 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -23134140.000000 Penalty: 6027.866699
	Iteration 73Q: 3 clusters Score -2.313414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182491 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -23134162.000000 Penalty: 6027.866699
	Iteration 74Q: 3 clusters Score -2.313416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182501 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -23134178.000000 Penalty: 6027.866699
	Iteration 75Q: 3 clusters Score -2.313418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182511 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -23134182.000000 Penalty: 6027.866699
	Iteration 76Q: 3 clusters Score -2.313418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182521 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -23134182.000000 Penalty: 6027.866699
	Iteration 77Q: 3 clusters Score -2.313418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182528 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -23134184.000000 Penalty: 6027.866699
	Iteration 78Q: 3 clusters Score -2.313418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182537 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -23134162.000000 Penalty: 6027.866699
	Iteration 79Q: 3 clusters Score -2.313416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182546 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -23134170.000000 Penalty: 6027.866699
	Iteration 80F: 3 clusters Score -2.313417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -23134158.000000 Penalty: 6027.866699
	Iteration 81Q: 3 clusters Score -2.313416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182566 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -23134162.000000 Penalty: 6027.866699
	Iteration 82Q: 3 clusters Score -2.313416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182575 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -23134166.000000 Penalty: 6027.866699
	Iteration 83Q: 3 clusters Score -2.313417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -23134156.000000 Penalty: 6027.866699
	Iteration 84Q: 3 clusters Score -2.313416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -23134172.000000 Penalty: 6027.866699
	Iteration 85Q: 3 clusters Score -2.313417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182592 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -23134158.000000 Penalty: 6027.866699
	Iteration 86Q: 3 clusters Score -2.313416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182597 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -23134166.000000 Penalty: 6027.866699
	Iteration 87Q: 3 clusters Score -2.313417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -23134138.000000 Penalty: 6027.866699
	Iteration 88Q: 3 clusters Score -2.313414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182606 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -23134144.000000 Penalty: 6027.866699
	Iteration 89Q: 3 clusters Score -2.313414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182610 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -23134152.000000 Penalty: 6027.866699
	Iteration 90Q: 3 clusters Score -2.313415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182612 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -23134144.000000 Penalty: 6027.866699
	Iteration 91Q: 3 clusters Score -2.313414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -23134140.000000 Penalty: 6027.866699
	Iteration 92Q: 3 clusters Score -2.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182615 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -23134136.000000 Penalty: 6027.866699
	Iteration 93Q: 3 clusters Score -2.313414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182619 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -23134144.000000 Penalty: 6027.866699
	Iteration 94Q: 3 clusters Score -2.313414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182621 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -23134138.000000 Penalty: 6027.866699
	Iteration 95Q: 3 clusters Score -2.313414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182622 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -23134130.000000 Penalty: 6027.866699
	Iteration 96Q: 3 clusters Score -2.313413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182623 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -23134126.000000 Penalty: 6027.866699
	Iteration 97Q: 3 clusters Score -2.313413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182626 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -23134132.000000 Penalty: 6027.866699
	Iteration 98Q: 3 clusters Score -2.313413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182629 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -23134146.000000 Penalty: 6027.866699
	Iteration 99Q: 3 clusters Score -2.313415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182631 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -23134144.000000 Penalty: 6027.866699
	Iteration 100F: 3 clusters Score -2.313414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Entering Unmasked Estep 
Score: -6093286.500000 Penalty: 2679.566895
	Iteration 0F: 2 clusters Score -6093286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6059985.500000 Penalty: 5359.133789
	Iteration 0F: 3 clusters Score -6059986 nChanged 22793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -6072636.500000 Penalty: 5359.133789
	Iteration 1F: 3 clusters Score -6072636 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -6073265.500000 Penalty: 5359.133789
	Iteration 2Q: 3 clusters Score -6073266 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -6074019.500000 Penalty: 5359.133789
	Iteration 3Q: 3 clusters Score -6074020 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6074796.500000 Penalty: 5359.133789
	Iteration 4Q: 3 clusters Score -6074796 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -6075870.000000 Penalty: 5359.133789
	Iteration 5Q: 3 clusters Score -6075870 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -6077161.500000 Penalty: 5359.133789
	Iteration 6Q: 3 clusters Score -6077162 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6078786.000000 Penalty: 5359.133789
	Iteration 7F: 3 clusters Score -6078786 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -6080663.000000 Penalty: 5359.133789
	Iteration 8F: 3 clusters Score -6080663 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -6082610.000000 Penalty: 5359.133789
	Iteration 9F: 3 clusters Score -6082610 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -6084139.000000 Penalty: 5359.133789
	Iteration 10F: 3 clusters Score -6084139 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6085026.000000 Penalty: 5359.133789
	Iteration 11Q: 3 clusters Score -6085026 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -6085476.500000 Penalty: 5359.133789
	Iteration 12Q: 3 clusters Score -6085476 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -6085778.000000 Penalty: 5359.133789
	Iteration 13Q: 3 clusters Score -6085778 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -6085946.500000 Penalty: 5359.133789
	Iteration 14Q: 3 clusters Score -6085946 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -6086092.000000 Penalty: 5359.133789
	Iteration 15Q: 3 clusters Score -6086092 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -6086168.500000 Penalty: 5359.133789
	Iteration 16Q: 3 clusters Score -6086168 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -6086255.500000 Penalty: 5359.133789
	Iteration 17Q: 3 clusters Score -6086256 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -6086343.500000 Penalty: 5359.133789
	Iteration 18Q: 3 clusters Score -6086344 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -6086466.000000 Penalty: 5359.133789
	Iteration 19Q: 3 clusters Score -6086466 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -6086566.500000 Penalty: 5359.133789
	Iteration 20F: 3 clusters Score -6086566 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -6086699.000000 Penalty: 5359.133789
	Iteration 21Q: 3 clusters Score -6086699 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -6086838.500000 Penalty: 5359.133789
	Iteration 22Q: 3 clusters Score -6086838 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -6086973.500000 Penalty: 5359.133789
	Iteration 23Q: 3 clusters Score -6086974 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -6087134.000000 Penalty: 5359.133789
	Iteration 24Q: 3 clusters Score -6087134 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6087290.500000 Penalty: 5359.133789
	Iteration 25Q: 3 clusters Score -6087290 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -6087490.500000 Penalty: 5359.133789
	Iteration 26Q: 3 clusters Score -6087490 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -6087675.000000 Penalty: 5359.133789
	Iteration 27Q: 3 clusters Score -6087675 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -6087916.000000 Penalty: 5359.133789
	Iteration 28Q: 3 clusters Score -6087916 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -6088144.500000 Penalty: 5359.133789
	Iteration 29Q: 3 clusters Score -6088144 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -6088418.000000 Penalty: 5359.133789
	Iteration 30Q: 3 clusters Score -6088418 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6088674.000000 Penalty: 5359.133789
	Iteration 31Q: 3 clusters Score -6088674 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -6088970.500000 Penalty: 5359.133789
	Iteration 32Q: 3 clusters Score -6088970 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -6089242.000000 Penalty: 5359.133789
	Iteration 33Q: 3 clusters Score -6089242 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6089555.000000 Penalty: 5359.133789
	Iteration 34Q: 3 clusters Score -6089555 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6089808.000000 Penalty: 5359.133789
	Iteration 35Q: 3 clusters Score -6089808 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6090014.000000 Penalty: 5359.133789
	Iteration 36Q: 3 clusters Score -6090014 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6090201.500000 Penalty: 5359.133789
	Iteration 37Q: 3 clusters Score -6090202 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6090351.000000 Penalty: 5359.133789
	Iteration 38Q: 3 clusters Score -6090351 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6090484.000000 Penalty: 5359.133789
	Iteration 39Q: 3 clusters Score -6090484 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -6090590.500000 Penalty: 5359.133789
	Iteration 40F: 3 clusters Score -6090590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6090665.500000 Penalty: 5359.133789
	Iteration 41Q: 3 clusters Score -6090666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6090734.000000 Penalty: 5359.133789
	Iteration 42Q: 3 clusters Score -6090734 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6090779.500000 Penalty: 5359.133789
	Iteration 43Q: 3 clusters Score -6090780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6090813.000000 Penalty: 5359.133789
	Iteration 44Q: 3 clusters Score -6090813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6090864.500000 Penalty: 5359.133789
	Iteration 45Q: 3 clusters Score -6090864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6090891.000000 Penalty: 5359.133789
	Iteration 46Q: 3 clusters Score -6090891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6090899.500000 Penalty: 5359.133789
	Iteration 47Q: 3 clusters Score -6090900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6090926.000000 Penalty: 5359.133789
	Iteration 48Q: 3 clusters Score -6090926 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6090943.000000 Penalty: 5359.133789
	Iteration 49Q: 3 clusters Score -6090943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6090962.000000 Penalty: 5359.133789
	Iteration 50Q: 3 clusters Score -6090962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6090971.500000 Penalty: 5359.133789
	Iteration 51Q: 3 clusters Score -6090972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6090990.500000 Penalty: 5359.133789
	Iteration 52Q: 3 clusters Score -6090990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6090994.500000 Penalty: 5359.133789
	Iteration 53Q: 3 clusters Score -6090994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6091002.500000 Penalty: 5359.133789
	Iteration 54Q: 3 clusters Score -6091002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6091005.500000 Penalty: 5359.133789
	Iteration 55Q: 3 clusters Score -6091006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6091012.000000 Penalty: 5359.133789
	Iteration 56Q: 3 clusters Score -6091012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6091021.500000 Penalty: 5359.133789
	Iteration 57Q: 3 clusters Score -6091022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6091027.000000 Penalty: 5359.133789
	Iteration 58Q: 3 clusters Score -6091027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6091032.500000 Penalty: 5359.133789
	Iteration 59Q: 3 clusters Score -6091032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6091033.000000 Penalty: 5359.133789
	Iteration 60F: 3 clusters Score -6091033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6091025.000000 Penalty: 5359.133789
	Iteration 61Q: 3 clusters Score -6091025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6091026.000000 Penalty: 5359.133789
	Iteration 62Q: 3 clusters Score -6091026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6091029.000000 Penalty: 5359.133789
	Iteration 63Q: 3 clusters Score -6091029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6091038.000000 Penalty: 5359.133789
	Iteration 64Q: 3 clusters Score -6091038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6091042.500000 Penalty: 5359.133789
	Iteration 65Q: 3 clusters Score -6091042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6091042.500000 Penalty: 5359.133789
	Iteration 66Q: 3 clusters Score -6091042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6091038.500000 Penalty: 5359.133789
	Iteration 67Q: 3 clusters Score -6091038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6091041.000000 Penalty: 5359.133789
	Iteration 68Q: 3 clusters Score -6091041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6091042.500000 Penalty: 5359.133789
	Iteration 69Q: 3 clusters Score -6091042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6091043.000000 Penalty: 5359.133789
	Iteration 70Q: 3 clusters Score -6091043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6091046.500000 Penalty: 5359.133789
	Iteration 71Q: 3 clusters Score -6091046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6091048.500000 Penalty: 5359.133789
	Iteration 72Q: 3 clusters Score -6091048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6091053.000000 Penalty: 5359.133789
	Iteration 73Q: 3 clusters Score -6091053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6091053.000000 Penalty: 5359.133789
	Iteration 74Q: 3 clusters Score -6091053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6091051.500000 Penalty: 5359.133789
	Iteration 75Q: 3 clusters Score -6091052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6091051.000000 Penalty: 5359.133789
	Iteration 76Q: 3 clusters Score -6091051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6091051.000000 Penalty: 5359.133789
	Iteration 77F: 3 clusters Score -6091051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (70996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Entering Unmasked Estep 
Score: -8776280.000000 Penalty: 2770.253906
	Iteration 0F: 2 clusters Score -8776280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -8728726.000000 Penalty: 5540.507812
	Iteration 0F: 3 clusters Score -8728726 nChanged 33324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8747480.000000 Penalty: 5540.507812
	Iteration 1F: 3 clusters Score -8747480 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -8748313.000000 Penalty: 5540.507812
	Iteration 2Q: 3 clusters Score -8748313 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -8749438.000000 Penalty: 5540.507812
	Iteration 3Q: 3 clusters Score -8749438 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -8751171.000000 Penalty: 5540.507812
	Iteration 4Q: 3 clusters Score -8751171 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -8753986.000000 Penalty: 5540.507812
	Iteration 5F: 3 clusters Score -8753986 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -8758022.000000 Penalty: 5540.507812
	Iteration 6F: 3 clusters Score -8758022 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -8762998.000000 Penalty: 5540.507812
	Iteration 7F: 3 clusters Score -8762998 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -8767370.000000 Penalty: 5540.507812
	Iteration 8F: 3 clusters Score -8767370 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -8769916.000000 Penalty: 5540.507812
	Iteration 9Q: 3 clusters Score -8769916 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -8770933.000000 Penalty: 5540.507812
	Iteration 10Q: 3 clusters Score -8770933 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -8771510.000000 Penalty: 5540.507812
	Iteration 11Q: 3 clusters Score -8771510 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -8771844.000000 Penalty: 5540.507812
	Iteration 12Q: 3 clusters Score -8771844 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -8772144.000000 Penalty: 5540.507812
	Iteration 13Q: 3 clusters Score -8772144 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -8772370.000000 Penalty: 5540.507812
	Iteration 14Q: 3 clusters Score -8772370 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8772591.000000 Penalty: 5540.507812
	Iteration 15Q: 3 clusters Score -8772591 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8772754.000000 Penalty: 5540.507812
	Iteration 16Q: 3 clusters Score -8772754 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -8772930.000000 Penalty: 5540.507812
	Iteration 17Q: 3 clusters Score -8772930 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8773058.000000 Penalty: 5540.507812
	Iteration 18Q: 3 clusters Score -8773058 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -8773249.000000 Penalty: 5540.507812
	Iteration 19Q: 3 clusters Score -8773249 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8773394.000000 Penalty: 5540.507812
	Iteration 20F: 3 clusters Score -8773394 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8773508.000000 Penalty: 5540.507812
	Iteration 21Q: 3 clusters Score -8773508 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -8773625.000000 Penalty: 5540.507812
	Iteration 22Q: 3 clusters Score -8773625 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8773691.000000 Penalty: 5540.507812
	Iteration 23Q: 3 clusters Score -8773691 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8773748.000000 Penalty: 5540.507812
	Iteration 24Q: 3 clusters Score -8773748 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8773823.000000 Penalty: 5540.507812
	Iteration 25Q: 3 clusters Score -8773823 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8773890.000000 Penalty: 5540.507812
	Iteration 26Q: 3 clusters Score -8773890 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8773952.000000 Penalty: 5540.507812
	Iteration 27Q: 3 clusters Score -8773952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8774058.000000 Penalty: 5540.507812
	Iteration 28Q: 3 clusters Score -8774058 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8774107.000000 Penalty: 5540.507812
	Iteration 29Q: 3 clusters Score -8774107 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8774167.000000 Penalty: 5540.507812
	Iteration 30Q: 3 clusters Score -8774167 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8774175.000000 Penalty: 5540.507812
	Iteration 31Q: 3 clusters Score -8774175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8774177.000000 Penalty: 5540.507812
	Iteration 32Q: 3 clusters Score -8774177 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8774208.000000 Penalty: 5540.507812
	Iteration 33Q: 3 clusters Score -8774208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -8774236.000000 Penalty: 5540.507812
	Iteration 34Q: 3 clusters Score -8774236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8774267.000000 Penalty: 5540.507812
	Iteration 35Q: 3 clusters Score -8774267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8774289.000000 Penalty: 5540.507812
	Iteration 36Q: 3 clusters Score -8774289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67457 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8774312.000000 Penalty: 5540.507812
	Iteration 37Q: 3 clusters Score -8774312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8774318.000000 Penalty: 5540.507812
	Iteration 38Q: 3 clusters Score -8774318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8774332.000000 Penalty: 5540.507812
	Iteration 39Q: 3 clusters Score -8774332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8774337.000000 Penalty: 5540.507812
	Iteration 40F: 3 clusters Score -8774337 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8774336.000000 Penalty: 5540.507812
	Iteration 41Q: 3 clusters Score -8774336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -8774359.000000 Penalty: 5540.507812
	Iteration 42Q: 3 clusters Score -8774359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67783 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8774369.000000 Penalty: 5540.507812
	Iteration 43Q: 3 clusters Score -8774369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8774384.000000 Penalty: 5540.507812
	Iteration 44Q: 3 clusters Score -8774384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8774381.000000 Penalty: 5540.507812
	Iteration 45Q: 3 clusters Score -8774381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8774385.000000 Penalty: 5540.507812
	Iteration 46Q: 3 clusters Score -8774385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8774395.000000 Penalty: 5540.507812
	Iteration 47Q: 3 clusters Score -8774395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8774388.000000 Penalty: 5540.507812
	Iteration 48Q: 3 clusters Score -8774388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8774399.000000 Penalty: 5540.507812
	Iteration 49Q: 3 clusters Score -8774399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8774396.000000 Penalty: 5540.507812
	Iteration 50Q: 3 clusters Score -8774396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8774411.000000 Penalty: 5540.507812
	Iteration 51Q: 3 clusters Score -8774411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8774431.000000 Penalty: 5540.507812
	Iteration 52Q: 3 clusters Score -8774431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8774437.000000 Penalty: 5540.507812
	Iteration 53Q: 3 clusters Score -8774437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8774446.000000 Penalty: 5540.507812
	Iteration 54Q: 3 clusters Score -8774446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8774459.000000 Penalty: 5540.507812
	Iteration 55Q: 3 clusters Score -8774459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8774443.000000 Penalty: 5540.507812
	Iteration 56Q: 3 clusters Score -8774443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8774437.000000 Penalty: 5540.507812
	Iteration 57Q: 3 clusters Score -8774437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -8774430.000000 Penalty: 5540.507812
	Iteration 58Q: 3 clusters Score -8774430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8774424.000000 Penalty: 5540.507812
	Iteration 59Q: 3 clusters Score -8774424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8774426.000000 Penalty: 5540.507812
	Iteration 60F: 3 clusters Score -8774426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8774440.000000 Penalty: 5540.507812
	Iteration 61Q: 3 clusters Score -8774440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8774449.000000 Penalty: 5540.507812
	Iteration 62Q: 3 clusters Score -8774449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8774438.000000 Penalty: 5540.507812
	Iteration 63Q: 3 clusters Score -8774438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8774446.000000 Penalty: 5540.507812
	Iteration 64Q: 3 clusters Score -8774446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8774435.000000 Penalty: 5540.507812
	Iteration 65Q: 3 clusters Score -8774435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8774438.000000 Penalty: 5540.507812
	Iteration 66Q: 3 clusters Score -8774438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8774452.000000 Penalty: 5540.507812
	Iteration 67Q: 3 clusters Score -8774452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8774457.000000 Penalty: 5540.507812
	Iteration 68Q: 3 clusters Score -8774457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68466 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8774458.000000 Penalty: 5540.507812
	Iteration 69Q: 3 clusters Score -8774458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8774467.000000 Penalty: 5540.507812
	Iteration 70Q: 3 clusters Score -8774467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8774471.000000 Penalty: 5540.507812
	Iteration 71Q: 3 clusters Score -8774471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8774466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8774462.000000 Penalty: 5540.507812
	Iteration 73Q: 3 clusters Score -8774462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8774457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8774459.000000 Penalty: 5540.507812
	Iteration 75Q: 3 clusters Score -8774459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8774461.000000 Penalty: 5540.507812
	Iteration 76Q: 3 clusters Score -8774461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8774461.000000 Penalty: 5540.507812
	Iteration 77F: 3 clusters Score -8774461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178522 members 
Mstep: Class 2 contains 178972 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 153500 members 
Mstep: Class 6 contains 189651 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 80855 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 1336 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 177540 members 
Mstep: Class 17 contains 13144 members 
Mstep: Class 18 contains 261748 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 189654 members 
Mstep: Class 21 contains 49252 members 
Mstep: Class 22 contains 70996 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 23 clusters Score -1.946602e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 178675 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 153589 members 
Mstep: Class 6 contains 190044 members 
Mstep: Class 7 contains 7161 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 80984 members 
Mstep: Class 10 contains 5946 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 177765 members 
Mstep: Class 17 contains 13144 members 
Mstep: Class 18 contains 260692 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 189464 members 
Mstep: Class 21 contains 49422 members 
Mstep: Class 22 contains 71404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 23 clusters Score -1.946605e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 178450 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 16797 members 
Mstep: Class 5 contains 153696 members 
Mstep: Class 6 contains 190353 members 
Mstep: Class 7 contains 7173 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 81098 members 
Mstep: Class 10 contains 5962 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 6827 members 
Mstep: Class 15 contains 10973 members 
Mstep: Class 16 contains 177948 members 
Mstep: Class 17 contains 13139 members 
Mstep: Class 18 contains 259519 members 
Mstep: Class 19 contains 1130 members 
Mstep: Class 20 contains 189420 members 
Mstep: Class 21 contains 49564 members 
Mstep: Class 22 contains 71783 members 
Entering Unmasked Estep 
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Iteration 81Q: 23 clusters Score -1.946603e+08 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 178236 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 16897 members 
Mstep: Class 5 contains 153786 members 
Mstep: Class 6 contains 190638 members 
Mstep: Class 7 contains 7185 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 81195 members 
Mstep: Class 10 contains 5983 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 11110 members 
Mstep: Class 16 contains 178078 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 258326 members 
Mstep: Class 19 contains 1131 members 
Mstep: Class 20 contains 189468 members 
Mstep: Class 21 contains 49685 members 
Mstep: Class 22 contains 72179 members 
Entering Unmasked Estep 
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Iteration 82Q: 23 clusters Score -1.946602e+08 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 178098 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 16983 members 
Mstep: Class 5 contains 153809 members 
Mstep: Class 6 contains 190930 members 
Mstep: Class 7 contains 7196 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81305 members 
Mstep: Class 10 contains 6008 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6755 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 11259 members 
Mstep: Class 16 contains 178166 members 
Mstep: Class 17 contains 13144 members 
Mstep: Class 18 contains 257198 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 189550 members 
Mstep: Class 21 contains 49778 members 
Mstep: Class 22 contains 72524 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -1.946601e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 177962 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 17037 members 
Mstep: Class 5 contains 153818 members 
Mstep: Class 6 contains 191186 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 81439 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 11419 members 
Mstep: Class 16 contains 178276 members 
Mstep: Class 17 contains 13145 members 
Mstep: Class 18 contains 255993 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 189751 members 
Mstep: Class 21 contains 49867 members 
Mstep: Class 22 contains 72872 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -1.946605e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179015 members 
Mstep: Class 2 contains 177797 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17100 members 
Mstep: Class 5 contains 153805 members 
Mstep: Class 6 contains 191484 members 
Mstep: Class 7 contains 7216 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 81571 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6783 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 14 contains 6809 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 178360 members 
Mstep: Class 17 contains 13149 members 
Mstep: Class 18 contains 254824 members 
Mstep: Class 19 contains 1137 members 
Mstep: Class 20 contains 190004 members 
Mstep: Class 21 contains 49948 members 
Mstep: Class 22 contains 73219 members 
Entering Unmasked Estep 
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Iteration 85Q: 23 clusters Score -1.946605e+08 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179010 members 
Mstep: Class 2 contains 177632 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17161 members 
Mstep: Class 5 contains 153769 members 
Mstep: Class 6 contains 191747 members 
Mstep: Class 7 contains 7223 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 81682 members 
Mstep: Class 10 contains 6135 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 4268 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 11778 members 
Mstep: Class 16 contains 178446 members 
Mstep: Class 17 contains 13149 members 
Mstep: Class 18 contains 253596 members 
Mstep: Class 19 contains 1138 members 
Mstep: Class 20 contains 190420 members 
Mstep: Class 21 contains 50019 members 
Mstep: Class 22 contains 73545 members 
Entering Unmasked Estep 
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Iteration 86Q: 23 clusters Score -1.946602e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179022 members 
Mstep: Class 2 contains 177500 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17199 members 
Mstep: Class 5 contains 153727 members 
Mstep: Class 6 contains 191958 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 81784 members 
Mstep: Class 10 contains 6184 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 11949 members 
Mstep: Class 16 contains 178541 members 
Mstep: Class 17 contains 13145 members 
Mstep: Class 18 contains 252334 members 
Mstep: Class 19 contains 1142 members 
Mstep: Class 20 contains 190909 members 
Mstep: Class 21 contains 50095 members 
Mstep: Class 22 contains 73853 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -1.946603e+08 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 177396 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17236 members 
Mstep: Class 5 contains 153640 members 
Mstep: Class 6 contains 192144 members 
Mstep: Class 7 contains 7247 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 81889 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6798 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 178674 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 251068 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 191376 members 
Mstep: Class 21 contains 50168 members 
Mstep: Class 22 contains 74146 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -1.946607e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179056 members 
Mstep: Class 2 contains 177250 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17267 members 
Mstep: Class 5 contains 153512 members 
Mstep: Class 6 contains 192327 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 82021 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 3926 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 12289 members 
Mstep: Class 16 contains 178813 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 249882 members 
Mstep: Class 19 contains 1169 members 
Mstep: Class 20 contains 191862 members 
Mstep: Class 21 contains 50244 members 
Mstep: Class 22 contains 74429 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -1.946614e+08 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179048 members 
Mstep: Class 2 contains 177132 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17298 members 
Mstep: Class 5 contains 153409 members 
Mstep: Class 6 contains 192513 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 82141 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6823 members 
Mstep: Class 13 contains 3814 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 12511 members 
Mstep: Class 16 contains 178925 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 248784 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 192219 members 
Mstep: Class 21 contains 50297 members 
Mstep: Class 22 contains 74697 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -1.94662e+08 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179084 members 
Mstep: Class 2 contains 177042 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17331 members 
Mstep: Class 5 contains 153287 members 
Mstep: Class 6 contains 192653 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82235 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6816 members 
Mstep: Class 13 contains 3732 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 179022 members 
Mstep: Class 17 contains 13187 members 
Mstep: Class 18 contains 247717 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 192533 members 
Mstep: Class 21 contains 50347 members 
Mstep: Class 22 contains 74961 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -1.946619e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 176968 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17358 members 
Mstep: Class 5 contains 153145 members 
Mstep: Class 6 contains 192826 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 82336 members 
Mstep: Class 10 contains 6356 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6819 members 
Mstep: Class 13 contains 3660 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 13047 members 
Mstep: Class 16 contains 179107 members 
Mstep: Class 17 contains 13186 members 
Mstep: Class 18 contains 246646 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 192857 members 
Mstep: Class 21 contains 50394 members 
Mstep: Class 22 contains 75201 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -1.946624e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179156 members 
Mstep: Class 2 contains 176897 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17377 members 
Mstep: Class 5 contains 153009 members 
Mstep: Class 6 contains 192989 members 
Mstep: Class 7 contains 7372 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 82427 members 
Mstep: Class 10 contains 6399 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6832 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 13296 members 
Mstep: Class 16 contains 179229 members 
Mstep: Class 17 contains 13192 members 
Mstep: Class 18 contains 245618 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 193121 members 
Mstep: Class 21 contains 50433 members 
Mstep: Class 22 contains 75403 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.946629e+08 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179237 members 
Mstep: Class 2 contains 176808 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17421 members 
Mstep: Class 5 contains 152886 members 
Mstep: Class 6 contains 193149 members 
Mstep: Class 7 contains 7413 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 82484 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 6775 members 
Mstep: Class 15 contains 13550 members 
Mstep: Class 16 contains 179389 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 244653 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 193300 members 
Mstep: Class 21 contains 50469 members 
Mstep: Class 22 contains 75599 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.946629e+08 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 176738 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17455 members 
Mstep: Class 5 contains 152743 members 
Mstep: Class 6 contains 193301 members 
Mstep: Class 7 contains 7450 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 82550 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6835 members 
Mstep: Class 13 contains 3516 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 13826 members 
Mstep: Class 16 contains 179547 members 
Mstep: Class 17 contains 13197 members 
Mstep: Class 18 contains 243642 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 193439 members 
Mstep: Class 21 contains 50519 members 
Mstep: Class 22 contains 75796 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.946627e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179381 members 
Mstep: Class 2 contains 176659 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17491 members 
Mstep: Class 5 contains 152577 members 
Mstep: Class 6 contains 193500 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 82651 members 
Mstep: Class 10 contains 6457 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6847 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 14149 members 
Mstep: Class 16 contains 179748 members 
Mstep: Class 17 contains 13197 members 
Mstep: Class 18 contains 242749 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 193451 members 
Mstep: Class 21 contains 50534 members 
Mstep: Class 22 contains 75976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662400.000000 Penalty: 77982.101562
Iteration 96Q: 23 clusters Score -1.946624e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179427 members 
Mstep: Class 2 contains 176620 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17523 members 
Mstep: Class 5 contains 152420 members 
Mstep: Class 6 contains 193646 members 
Mstep: Class 7 contains 7515 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 82765 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6846 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 14457 members 
Mstep: Class 16 contains 179913 members 
Mstep: Class 17 contains 13195 members 
Mstep: Class 18 contains 241950 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 193444 members 
Mstep: Class 21 contains 50548 members 
Mstep: Class 22 contains 76115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662480.000000 Penalty: 77982.101562
Iteration 97Q: 23 clusters Score -1.946625e+08 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179477 members 
Mstep: Class 2 contains 176602 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17558 members 
Mstep: Class 5 contains 152247 members 
Mstep: Class 6 contains 193822 members 
Mstep: Class 7 contains 7551 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 82847 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6838 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 14781 members 
Mstep: Class 16 contains 180094 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 241147 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 193448 members 
Mstep: Class 21 contains 50561 members 
Mstep: Class 22 contains 76225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662720.000000 Penalty: 77982.101562
Iteration 98Q: 23 clusters Score -1.946627e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 176526 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17578 members 
Mstep: Class 5 contains 152066 members 
Mstep: Class 6 contains 193983 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 82932 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6822 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 16 contains 180315 members 
Mstep: Class 17 contains 13187 members 
Mstep: Class 18 contains 240293 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 193513 members 
Mstep: Class 21 contains 50590 members 
Mstep: Class 22 contains 76350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662800.000000 Penalty: 77982.101562
Iteration 99Q: 23 clusters Score -1.946628e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 176436 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17586 members 
Mstep: Class 5 contains 151919 members 
Mstep: Class 6 contains 194132 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 82987 members 
Mstep: Class 10 contains 6535 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6801 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 180511 members 
Mstep: Class 17 contains 13187 members 
Mstep: Class 18 contains 239488 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 193574 members 
Mstep: Class 21 contains 50600 members 
Mstep: Class 22 contains 76482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663200.000000 Penalty: 77982.101562
Iteration 100F: 23 clusters Score -1.946632e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179580 members 
Mstep: Class 2 contains 176353 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17567 members 
Mstep: Class 5 contains 151732 members 
Mstep: Class 6 contains 194290 members 
Mstep: Class 7 contains 7684 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 83028 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6784 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 15800 members 
Mstep: Class 16 contains 180780 members 
Mstep: Class 17 contains 13200 members 
Mstep: Class 18 contains 238735 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 193615 members 
Mstep: Class 21 contains 50615 members 
Mstep: Class 22 contains 76616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663696.000000 Penalty: 77982.101562
Iteration 101Q: 23 clusters Score -1.946637e+08 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179586 members 
Mstep: Class 2 contains 176280 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17552 members 
Mstep: Class 5 contains 151498 members 
Mstep: Class 6 contains 194479 members 
Mstep: Class 7 contains 7728 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 83072 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6775 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 6802 members 
Mstep: Class 15 contains 16161 members 
Mstep: Class 16 contains 181020 members 
Mstep: Class 17 contains 13197 members 
Mstep: Class 18 contains 237944 members 
Mstep: Class 19 contains 1185 members 
Mstep: Class 20 contains 193720 members 
Mstep: Class 21 contains 50632 members 
Mstep: Class 22 contains 76724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663472.000000 Penalty: 77982.101562
Iteration 102Q: 23 clusters Score -1.946635e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 176242 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17517 members 
Mstep: Class 5 contains 151246 members 
Mstep: Class 6 contains 194630 members 
Mstep: Class 7 contains 7772 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 83065 members 
Mstep: Class 10 contains 6554 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6772 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 16474 members 
Mstep: Class 16 contains 181293 members 
Mstep: Class 17 contains 13191 members 
Mstep: Class 18 contains 237195 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 193920 members 
Mstep: Class 21 contains 50657 members 
Mstep: Class 22 contains 76789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663376.000000 Penalty: 77982.101562
Iteration 103Q: 23 clusters Score -1.946634e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 176145 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 17505 members 
Mstep: Class 5 contains 151009 members 
Mstep: Class 6 contains 194842 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 83117 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 16773 members 
Mstep: Class 16 contains 181572 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 236439 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 194063 members 
Mstep: Class 21 contains 50678 members 
Mstep: Class 22 contains 76867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663440.000000 Penalty: 77982.101562
Iteration 104Q: 23 clusters Score -1.946634e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 176029 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 17514 members 
Mstep: Class 5 contains 150765 members 
Mstep: Class 6 contains 195040 members 
Mstep: Class 7 contains 7837 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 83166 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 17064 members 
Mstep: Class 16 contains 181883 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 235720 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 194202 members 
Mstep: Class 21 contains 50690 members 
Mstep: Class 22 contains 76932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663504.000000 Penalty: 77982.101562
Iteration 105Q: 23 clusters Score -1.946635e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179560 members 
Mstep: Class 2 contains 175902 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 17542 members 
Mstep: Class 5 contains 150515 members 
Mstep: Class 6 contains 195254 members 
Mstep: Class 7 contains 7867 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 83238 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 17388 members 
Mstep: Class 16 contains 182145 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 234998 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 194301 members 
Mstep: Class 21 contains 50701 members 
Mstep: Class 22 contains 76983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663760.000000 Penalty: 77982.101562
Iteration 106Q: 23 clusters Score -1.946638e+08 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179584 members 
Mstep: Class 2 contains 175780 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 17568 members 
Mstep: Class 5 contains 150283 members 
Mstep: Class 6 contains 195448 members 
Mstep: Class 7 contains 7905 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 83317 members 
Mstep: Class 10 contains 6678 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6762 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 182367 members 
Mstep: Class 17 contains 13129 members 
Mstep: Class 18 contains 234213 members 
Mstep: Class 19 contains 1186 members 
Mstep: Class 20 contains 194459 members 
Mstep: Class 21 contains 50730 members 
Mstep: Class 22 contains 77020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663792.000000 Penalty: 77982.101562
Iteration 107Q: 23 clusters Score -1.946638e+08 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179610 members 
Mstep: Class 2 contains 175600 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 17554 members 
Mstep: Class 5 contains 150072 members 
Mstep: Class 6 contains 195572 members 
Mstep: Class 7 contains 7952 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 83385 members 
Mstep: Class 10 contains 6712 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 17984 members 
Mstep: Class 16 contains 182595 members 
Mstep: Class 17 contains 13110 members 
Mstep: Class 18 contains 233471 members 
Mstep: Class 19 contains 1185 members 
Mstep: Class 20 contains 194798 members 
Mstep: Class 21 contains 50735 members 
Mstep: Class 22 contains 77037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663680.000000 Penalty: 77982.101562
Iteration 108Q: 23 clusters Score -1.946637e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 175415 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 17523 members 
Mstep: Class 5 contains 149820 members 
Mstep: Class 6 contains 195685 members 
Mstep: Class 7 contains 7987 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 83459 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 3351 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 18265 members 
Mstep: Class 16 contains 182777 members 
Mstep: Class 17 contains 13097 members 
Mstep: Class 18 contains 232733 members 
Mstep: Class 19 contains 1185 members 
Mstep: Class 20 contains 195200 members 
Mstep: Class 21 contains 50770 members 
Mstep: Class 22 contains 77068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663760.000000 Penalty: 77982.101562
Iteration 109Q: 23 clusters Score -1.946638e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 175243 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 17509 members 
Mstep: Class 5 contains 149578 members 
Mstep: Class 6 contains 195814 members 
Mstep: Class 7 contains 8023 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 83557 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 18560 members 
Mstep: Class 16 contains 182916 members 
Mstep: Class 17 contains 13081 members 
Mstep: Class 18 contains 232021 members 
Mstep: Class 19 contains 1185 members 
Mstep: Class 20 contains 195590 members 
Mstep: Class 21 contains 50787 members 
Mstep: Class 22 contains 77077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663920.000000 Penalty: 77982.101562
Iteration 110Q: 23 clusters Score -1.946639e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179680 members 
Mstep: Class 2 contains 175087 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 17518 members 
Mstep: Class 5 contains 149353 members 
Mstep: Class 6 contains 195932 members 
Mstep: Class 7 contains 8066 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 83646 members 
Mstep: Class 10 contains 6810 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 3344 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 18875 members 
Mstep: Class 16 contains 183054 members 
Mstep: Class 17 contains 13063 members 
Mstep: Class 18 contains 231301 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 195898 members 
Mstep: Class 21 contains 50816 members 
Mstep: Class 22 contains 77102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663440.000000 Penalty: 77982.101562
Iteration 111Q: 23 clusters Score -1.946634e+08 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 174936 members 
Mstep: Class 3 contains 1458 members 
Mstep: Class 4 contains 17496 members 
Mstep: Class 5 contains 149124 members 
Mstep: Class 6 contains 195972 members 
Mstep: Class 7 contains 8097 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 83732 members 
Mstep: Class 10 contains 6841 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 19173 members 
Mstep: Class 16 contains 183213 members 
Mstep: Class 17 contains 13049 members 
Mstep: Class 18 contains 230645 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 196249 members 
Mstep: Class 21 contains 50833 members 
Mstep: Class 22 contains 77117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663280.000000 Penalty: 77982.101562
Iteration 112Q: 23 clusters Score -1.946633e+08 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179750 members 
Mstep: Class 2 contains 174771 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 17463 members 
Mstep: Class 5 contains 148881 members 
Mstep: Class 6 contains 195992 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 83816 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6701 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 19498 members 
Mstep: Class 16 contains 183371 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 18 contains 230043 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 196651 members 
Mstep: Class 21 contains 50848 members 
Mstep: Class 22 contains 77120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663392.000000 Penalty: 77982.101562
Iteration 113Q: 23 clusters Score -1.946634e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179754 members 
Mstep: Class 2 contains 174597 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 17423 members 
Mstep: Class 5 contains 148622 members 
Mstep: Class 6 contains 196111 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 83868 members 
Mstep: Class 10 contains 6846 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 183547 members 
Mstep: Class 17 contains 13032 members 
Mstep: Class 18 contains 229463 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 197033 members 
Mstep: Class 21 contains 50864 members 
Mstep: Class 22 contains 77107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664192.000000 Penalty: 77982.101562
Iteration 114Q: 23 clusters Score -1.946642e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179760 members 
Mstep: Class 2 contains 174402 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 17387 members 
Mstep: Class 5 contains 148381 members 
Mstep: Class 6 contains 196201 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 83929 members 
Mstep: Class 10 contains 6842 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6687 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 20080 members 
Mstep: Class 16 contains 183744 members 
Mstep: Class 17 contains 13015 members 
Mstep: Class 18 contains 229013 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 197322 members 
Mstep: Class 21 contains 50877 members 
Mstep: Class 22 contains 77084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664384.000000 Penalty: 77982.101562
Iteration 115Q: 23 clusters Score -1.946644e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179728 members 
Mstep: Class 2 contains 174226 members 
Mstep: Class 3 contains 1491 members 
Mstep: Class 4 contains 17362 members 
Mstep: Class 5 contains 148143 members 
Mstep: Class 6 contains 196368 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 83996 members 
Mstep: Class 10 contains 6856 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6672 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 20372 members 
Mstep: Class 16 contains 183868 members 
Mstep: Class 17 contains 13008 members 
Mstep: Class 18 contains 228524 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 197631 members 
Mstep: Class 21 contains 50880 members 
Mstep: Class 22 contains 77055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664688.000000 Penalty: 77982.101562
Iteration 116Q: 23 clusters Score -1.946647e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179723 members 
Mstep: Class 2 contains 174043 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 17360 members 
Mstep: Class 5 contains 147894 members 
Mstep: Class 6 contains 196533 members 
Mstep: Class 7 contains 8236 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 84030 members 
Mstep: Class 10 contains 6879 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6664 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 20628 members 
Mstep: Class 16 contains 183990 members 
Mstep: Class 17 contains 13003 members 
Mstep: Class 18 contains 228071 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 197915 members 
Mstep: Class 21 contains 50890 members 
Mstep: Class 22 contains 77036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664816.000000 Penalty: 77982.101562
Iteration 117Q: 23 clusters Score -1.946648e+08 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179721 members 
Mstep: Class 2 contains 173932 members 
Mstep: Class 3 contains 1500 members 
Mstep: Class 4 contains 17347 members 
Mstep: Class 5 contains 147643 members 
Mstep: Class 6 contains 196668 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 4793 members 
Mstep: Class 9 contains 84060 members 
Mstep: Class 10 contains 6901 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 20840 members 
Mstep: Class 16 contains 184070 members 
Mstep: Class 17 contains 13004 members 
Mstep: Class 18 contains 227615 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 198259 members 
Mstep: Class 21 contains 50881 members 
Mstep: Class 22 contains 77026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664704.000000 Penalty: 77982.101562
Iteration 118Q: 23 clusters Score -1.946647e+08 nChanged 4665
Entering ConstructFrom: 
Score: -194664704.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (179757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179757 members 
Entering Unmasked Estep 
Score: -22205954.000000 Penalty: 3000.641602
	Iteration 0F: 2 clusters Score -2.220595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -22091546.000000 Penalty: 6001.283203
	Iteration 0F: 3 clusters Score -2.209155e+07 nChanged 86505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -22142528.000000 Penalty: 6001.283203
	Iteration 1F: 3 clusters Score -2.214253e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -22143456.000000 Penalty: 6001.283203
	Iteration 2Q: 3 clusters Score -2.214346e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -22145012.000000 Penalty: 6001.283203
	Iteration 3Q: 3 clusters Score -2.214501e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -22146906.000000 Penalty: 6001.283203
	Iteration 4Q: 3 clusters Score -2.214691e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -22149600.000000 Penalty: 6001.283203
	Iteration 5Q: 3 clusters Score -2.21496e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -22153492.000000 Penalty: 6001.283203
	Iteration 6Q: 3 clusters Score -2.215349e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114989 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -22158318.000000 Penalty: 6001.283203
	Iteration 7F: 3 clusters Score -2.215832e+07 nChanged 10399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -22165066.000000 Penalty: 6001.283203
	Iteration 8F: 3 clusters Score -2.216507e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -22173030.000000 Penalty: 6001.283203
	Iteration 9F: 3 clusters Score -2.217303e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144159 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -22181722.000000 Penalty: 6001.283203
	Iteration 10F: 3 clusters Score -2.218172e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153501 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -22189652.000000 Penalty: 6001.283203
	Iteration 11F: 3 clusters Score -2.218965e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -22195166.000000 Penalty: 6001.283203
	Iteration 12Q: 3 clusters Score -2.219517e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -22198702.000000 Penalty: 6001.283203
	Iteration 13Q: 3 clusters Score -2.21987e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -22200916.000000 Penalty: 6001.283203
	Iteration 14Q: 3 clusters Score -2.220092e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175311 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -22202124.000000 Penalty: 6001.283203
	Iteration 15Q: 3 clusters Score -2.220212e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176962 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -22202692.000000 Penalty: 6001.283203
	Iteration 16Q: 3 clusters Score -2.220269e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177877 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -22203020.000000 Penalty: 6001.283203
	Iteration 17Q: 3 clusters Score -2.220302e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22203154.000000 Penalty: 6001.283203
	Iteration 18Q: 3 clusters Score -2.220315e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178678 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22203290.000000 Penalty: 6001.283203
	Iteration 19Q: 3 clusters Score -2.220329e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -22203368.000000 Penalty: 6001.283203
	Iteration 20F: 3 clusters Score -2.220337e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -22203422.000000 Penalty: 6001.283203
	Iteration 21Q: 3 clusters Score -2.220342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -22203466.000000 Penalty: 6001.283203
	Iteration 22Q: 3 clusters Score -2.220347e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179035 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -22203482.000000 Penalty: 6001.283203
	Iteration 23Q: 3 clusters Score -2.220348e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179064 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -22203516.000000 Penalty: 6001.283203
	Iteration 24Q: 3 clusters Score -2.220352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179081 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22203532.000000 Penalty: 6001.283203
	Iteration 25Q: 3 clusters Score -2.220353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179098 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -22203528.000000 Penalty: 6001.283203
	Iteration 26Q: 3 clusters Score -2.220353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179107 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22203536.000000 Penalty: 6001.283203
	Iteration 27Q: 3 clusters Score -2.220354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179111 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22203540.000000 Penalty: 6001.283203
	Iteration 28Q: 3 clusters Score -2.220354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179114 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22203532.000000 Penalty: 6001.283203
	Iteration 29Q: 3 clusters Score -2.220353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179118 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22203540.000000 Penalty: 6001.283203
	Iteration 30Q: 3 clusters Score -2.220354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179124 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -22203562.000000 Penalty: 6001.283203
	Iteration 31Q: 3 clusters Score -2.220356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179129 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22203550.000000 Penalty: 6001.283203
	Iteration 32Q: 3 clusters Score -2.220355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179130 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -22203546.000000 Penalty: 6001.283203
	Iteration 33Q: 3 clusters Score -2.220355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22203552.000000 Penalty: 6001.283203
	Iteration 34Q: 3 clusters Score -2.220355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22203552.000000 Penalty: 6001.283203
	Iteration 35F: 3 clusters Score -2.220355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Entering Unmasked Estep 
Score: -21567954.000000 Penalty: 2992.336426
	Iteration 0F: 2 clusters Score -2.156795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -21454010.000000 Penalty: 5984.672852
	Iteration 0F: 3 clusters Score -2.145401e+07 nChanged 83475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 84304 members 
Entering Unmasked Estep 
Score: -21503496.000000 Penalty: 5984.672852
	Iteration 1F: 3 clusters Score -2.15035e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -21505570.000000 Penalty: 5984.672852
	Iteration 2Q: 3 clusters Score -2.150557e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -21509036.000000 Penalty: 5984.672852
	Iteration 3Q: 3 clusters Score -2.150904e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98311 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -21515188.000000 Penalty: 5984.672852
	Iteration 4F: 3 clusters Score -2.151519e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -21524294.000000 Penalty: 5984.672852
	Iteration 5F: 3 clusters Score -2.152429e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -21536530.000000 Penalty: 5984.672852
	Iteration 6F: 3 clusters Score -2.153653e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117571 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -21547668.000000 Penalty: 5984.672852
	Iteration 7F: 3 clusters Score -2.154767e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121737 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -21553684.000000 Penalty: 5984.672852
	Iteration 8F: 3 clusters Score -2.155368e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124605 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -21556180.000000 Penalty: 5984.672852
	Iteration 9Q: 3 clusters Score -2.155618e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127082 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -21557302.000000 Penalty: 5984.672852
	Iteration 10Q: 3 clusters Score -2.15573e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129391 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -21558158.000000 Penalty: 5984.672852
	Iteration 11Q: 3 clusters Score -2.155816e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131754 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -21558960.000000 Penalty: 5984.672852
	Iteration 12Q: 3 clusters Score -2.155896e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134072 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -21559560.000000 Penalty: 5984.672852
	Iteration 13Q: 3 clusters Score -2.155956e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136374 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -21560074.000000 Penalty: 5984.672852
	Iteration 14Q: 3 clusters Score -2.156007e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138555 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -21560766.000000 Penalty: 5984.672852
	Iteration 15Q: 3 clusters Score -2.156077e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140675 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -21561300.000000 Penalty: 5984.672852
	Iteration 16Q: 3 clusters Score -2.15613e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -21562020.000000 Penalty: 5984.672852
	Iteration 17Q: 3 clusters Score -2.156202e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144903 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -21562586.000000 Penalty: 5984.672852
	Iteration 18Q: 3 clusters Score -2.156259e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146862 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -21563016.000000 Penalty: 5984.672852
	Iteration 19Q: 3 clusters Score -2.156302e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -21563466.000000 Penalty: 5984.672852
	Iteration 20F: 3 clusters Score -2.156347e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -21563934.000000 Penalty: 5984.672852
	Iteration 21Q: 3 clusters Score -2.156393e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -21564346.000000 Penalty: 5984.672852
	Iteration 22Q: 3 clusters Score -2.156435e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -21564674.000000 Penalty: 5984.672852
	Iteration 23Q: 3 clusters Score -2.156467e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -21564956.000000 Penalty: 5984.672852
	Iteration 24Q: 3 clusters Score -2.156496e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -21565202.000000 Penalty: 5984.672852
	Iteration 25Q: 3 clusters Score -2.15652e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -21565352.000000 Penalty: 5984.672852
	Iteration 26Q: 3 clusters Score -2.156535e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -21565572.000000 Penalty: 5984.672852
	Iteration 27Q: 3 clusters Score -2.156557e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -21565834.000000 Penalty: 5984.672852
	Iteration 28Q: 3 clusters Score -2.156583e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -21565932.000000 Penalty: 5984.672852
	Iteration 29Q: 3 clusters Score -2.156593e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161963 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -21566116.000000 Penalty: 5984.672852
	Iteration 30Q: 3 clusters Score -2.156612e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -21566244.000000 Penalty: 5984.672852
	Iteration 31Q: 3 clusters Score -2.156624e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -21566320.000000 Penalty: 5984.672852
	Iteration 32Q: 3 clusters Score -2.156632e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164095 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -21566432.000000 Penalty: 5984.672852
	Iteration 33Q: 3 clusters Score -2.156643e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164631 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -21566472.000000 Penalty: 5984.672852
	Iteration 34Q: 3 clusters Score -2.156647e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -21566534.000000 Penalty: 5984.672852
	Iteration 35Q: 3 clusters Score -2.156653e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -21566576.000000 Penalty: 5984.672852
	Iteration 36Q: 3 clusters Score -2.156658e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -21566590.000000 Penalty: 5984.672852
	Iteration 37Q: 3 clusters Score -2.156659e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166372 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -21566652.000000 Penalty: 5984.672852
	Iteration 38Q: 3 clusters Score -2.156665e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -21566694.000000 Penalty: 5984.672852
	Iteration 39Q: 3 clusters Score -2.156669e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166952 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -21566720.000000 Penalty: 5984.672852
	Iteration 40F: 3 clusters Score -2.156672e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167190 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -21566758.000000 Penalty: 5984.672852
	Iteration 41Q: 3 clusters Score -2.156676e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -21566768.000000 Penalty: 5984.672852
	Iteration 42Q: 3 clusters Score -2.156677e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167546 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -21566726.000000 Penalty: 5984.672852
	Iteration 43Q: 3 clusters Score -2.156673e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -21566760.000000 Penalty: 5984.672852
	Iteration 44Q: 3 clusters Score -2.156676e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -21566774.000000 Penalty: 5984.672852
	Iteration 45Q: 3 clusters Score -2.156677e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -21566800.000000 Penalty: 5984.672852
	Iteration 46Q: 3 clusters Score -2.15668e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168158 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -21566782.000000 Penalty: 5984.672852
	Iteration 47Q: 3 clusters Score -2.156678e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -21566756.000000 Penalty: 5984.672852
	Iteration 48Q: 3 clusters Score -2.156676e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168393 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -21566762.000000 Penalty: 5984.672852
	Iteration 49Q: 3 clusters Score -2.156676e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -21566758.000000 Penalty: 5984.672852
	Iteration 50Q: 3 clusters Score -2.156676e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -21566784.000000 Penalty: 5984.672852
	Iteration 51Q: 3 clusters Score -2.156678e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -21566808.000000 Penalty: 5984.672852
	Iteration 52Q: 3 clusters Score -2.156681e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168702 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -21566814.000000 Penalty: 5984.672852
	Iteration 53Q: 3 clusters Score -2.156681e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168744 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -21566786.000000 Penalty: 5984.672852
	Iteration 54Q: 3 clusters Score -2.156679e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168778 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -21566780.000000 Penalty: 5984.672852
	Iteration 55Q: 3 clusters Score -2.156678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -21566766.000000 Penalty: 5984.672852
	Iteration 56Q: 3 clusters Score -2.156677e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168827 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -21566764.000000 Penalty: 5984.672852
	Iteration 57Q: 3 clusters Score -2.156676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -21566740.000000 Penalty: 5984.672852
	Iteration 58Q: 3 clusters Score -2.156674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168870 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -21566740.000000 Penalty: 5984.672852
	Iteration 59Q: 3 clusters Score -2.156674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -21566732.000000 Penalty: 5984.672852
	Iteration 60F: 3 clusters Score -2.156673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -21566716.000000 Penalty: 5984.672852
	Iteration 61Q: 3 clusters Score -2.156672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168926 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -21566724.000000 Penalty: 5984.672852
	Iteration 62Q: 3 clusters Score -2.156672e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -21566730.000000 Penalty: 5984.672852
	Iteration 63Q: 3 clusters Score -2.156673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -21566728.000000 Penalty: 5984.672852
	Iteration 64Q: 3 clusters Score -2.156673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -21566732.000000 Penalty: 5984.672852
	Iteration 65Q: 3 clusters Score -2.156673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169009 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21566732.000000 Penalty: 5984.672852
	Iteration 66Q: 3 clusters Score -2.156673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169028 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -21566726.000000 Penalty: 5984.672852
	Iteration 67Q: 3 clusters Score -2.156673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -21566718.000000 Penalty: 5984.672852
	Iteration 68Q: 3 clusters Score -2.156672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -21566738.000000 Penalty: 5984.672852
	Iteration 69Q: 3 clusters Score -2.156674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -21566732.000000 Penalty: 5984.672852
	Iteration 70Q: 3 clusters Score -2.156673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -21566762.000000 Penalty: 5984.672852
	Iteration 71Q: 3 clusters Score -2.156676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21566768.000000 Penalty: 5984.672852
	Iteration 72Q: 3 clusters Score -2.156677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -21566782.000000 Penalty: 5984.672852
	Iteration 73Q: 3 clusters Score -2.156678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169122 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -21566786.000000 Penalty: 5984.672852
	Iteration 74Q: 3 clusters Score -2.156679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -21566786.000000 Penalty: 5984.672852
	Iteration 75Q: 3 clusters Score -2.156679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -21566774.000000 Penalty: 5984.672852
	Iteration 76Q: 3 clusters Score -2.156677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -21566774.000000 Penalty: 5984.672852
	Iteration 77Q: 3 clusters Score -2.156677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169132 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -21566780.000000 Penalty: 5984.672852
	Iteration 78Q: 3 clusters Score -2.156678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169133 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -21566780.000000 Penalty: 5984.672852
	Iteration 79Q: 3 clusters Score -2.156678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -21566778.000000 Penalty: 5984.672852
	Iteration 80F: 3 clusters Score -2.156678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -21566782.000000 Penalty: 5984.672852
	Iteration 81Q: 3 clusters Score -2.156678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169141 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -21566772.000000 Penalty: 5984.672852
	Iteration 82Q: 3 clusters Score -2.156677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -21566782.000000 Penalty: 5984.672852
	Iteration 83Q: 3 clusters Score -2.156678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -21566774.000000 Penalty: 5984.672852
	Iteration 84Q: 3 clusters Score -2.156677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169147 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21566772.000000 Penalty: 5984.672852
	Iteration 85Q: 3 clusters Score -2.156677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169147 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21566772.000000 Penalty: 5984.672852
	Iteration 86F: 3 clusters Score -2.156677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -160498.421875 Penalty: 1814.009033
	Iteration 0F: 2 clusters Score -160498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -158271.359375 Penalty: 3628.018066
	Iteration 0F: 3 clusters Score -158271.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -158886.234375 Penalty: 3628.018066
	Iteration 1F: 3 clusters Score -158886.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -159367.531250 Penalty: 3628.018066
	Iteration 2F: 3 clusters Score -159367.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -159945.390625 Penalty: 3628.018066
	Iteration 3F: 3 clusters Score -159945.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -160445.687500 Penalty: 3628.018066
	Iteration 4F: 3 clusters Score -160445.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -160760.093750 Penalty: 3628.018066
	Iteration 5F: 3 clusters Score -160760.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161078.734375 Penalty: 3628.018066
	Iteration 6Q: 3 clusters Score -161078.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161252.656250 Penalty: 3628.018066
	Iteration 7Q: 3 clusters Score -161252.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161430.203125 Penalty: 3628.018066
	Iteration 8Q: 3 clusters Score -161430.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161526.000000 Penalty: 3628.018066
	Iteration 9Q: 3 clusters Score -161526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -161559.421875 Penalty: 3628.018066
	Iteration 10Q: 3 clusters Score -161559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -161566.343750 Penalty: 3628.018066
	Iteration 11Q: 3 clusters Score -161566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161572.515625 Penalty: 3628.018066
	Iteration 12Q: 3 clusters Score -161572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161575.875000 Penalty: 3628.018066
	Iteration 13Q: 3 clusters Score -161575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161577.421875 Penalty: 3628.018066
	Iteration 14Q: 3 clusters Score -161577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161579.250000 Penalty: 3628.018066
	Iteration 15Q: 3 clusters Score -161579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161581.328125 Penalty: 3628.018066
	Iteration 16Q: 3 clusters Score -161581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161581.968750 Penalty: 3628.018066
	Iteration 17Q: 3 clusters Score -161582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161588.515625 Penalty: 3628.018066
	Iteration 18F: 3 clusters Score -161588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161625.390625 Penalty: 3628.018066
	Iteration 19Q: 3 clusters Score -161625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -161627.453125 Penalty: 3628.018066
	Iteration 20F: 3 clusters Score -161627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161631.875000 Penalty: 3628.018066
	Iteration 21Q: 3 clusters Score -161631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -161633.812500 Penalty: 3628.018066
	Iteration 22Q: 3 clusters Score -161633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161635.609375 Penalty: 3628.018066
	Iteration 23Q: 3 clusters Score -161635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -161635.609375 Penalty: 3628.018066
	Iteration 24F: 3 clusters Score -161635.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179757 members 
Mstep: Class 2 contains 173837 members 
Mstep: Class 3 contains 859 members 
Mstep: Class 4 contains 17336 members 
Mstep: Class 5 contains 147385 members 
Mstep: Class 6 contains 196784 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 84073 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 21030 members 
Mstep: Class 16 contains 184151 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 227231 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 198554 members 
Mstep: Class 21 contains 50875 members 
Mstep: Class 22 contains 77002 members 
Mstep: Class 23 contains 643 members 
Entering Unmasked Estep 
Score: -194663904.000000 Penalty: 81526.742188
Splitting cluster 3 changes total score from -194664704.000000 to -194663904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Entering Unmasked Estep 
Score: -2081511.125000 Penalty: 2420.614258
	Iteration 0F: 2 clusters Score -2081511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2069123.125000 Penalty: 4841.228516
	Iteration 0F: 3 clusters Score -2069123 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2073289.750000 Penalty: 4841.228516
	Iteration 1F: 3 clusters Score -2073290 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2073644.500000 Penalty: 4841.228516
	Iteration 2F: 3 clusters Score -2073644 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2073927.250000 Penalty: 4841.228516
	Iteration 3Q: 3 clusters Score -2073927 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2074182.250000 Penalty: 4841.228516
	Iteration 4Q: 3 clusters Score -2074182 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2074459.375000 Penalty: 4841.228516
	Iteration 5Q: 3 clusters Score -2074459 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2074777.750000 Penalty: 4841.228516
	Iteration 6Q: 3 clusters Score -2074778 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2075155.875000 Penalty: 4841.228516
	Iteration 7Q: 3 clusters Score -2075156 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2075688.125000 Penalty: 4841.228516
	Iteration 8Q: 3 clusters Score -2075688 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2076308.375000 Penalty: 4841.228516
	Iteration 9F: 3 clusters Score -2076308 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2077059.250000 Penalty: 4841.228516
	Iteration 10F: 3 clusters Score -2077059 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2077789.250000 Penalty: 4841.228516
	Iteration 11Q: 3 clusters Score -2077789 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2078441.250000 Penalty: 4841.228516
	Iteration 12Q: 3 clusters Score -2078441 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2078910.375000 Penalty: 4841.228516
	Iteration 13Q: 3 clusters Score -2078910 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2079210.000000 Penalty: 4841.228516
	Iteration 14Q: 3 clusters Score -2079210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2079375.875000 Penalty: 4841.228516
	Iteration 15Q: 3 clusters Score -2079376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2079466.250000 Penalty: 4841.228516
	Iteration 16Q: 3 clusters Score -2079466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2079517.625000 Penalty: 4841.228516
	Iteration 17Q: 3 clusters Score -2079518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2079553.750000 Penalty: 4841.228516
	Iteration 18Q: 3 clusters Score -2079554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2079595.000000 Penalty: 4841.228516
	Iteration 19Q: 3 clusters Score -2079595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2079609.625000 Penalty: 4841.228516
	Iteration 20F: 3 clusters Score -2079610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2079622.250000 Penalty: 4841.228516
	Iteration 21Q: 3 clusters Score -2079622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2079630.750000 Penalty: 4841.228516
	Iteration 22Q: 3 clusters Score -2079631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2079637.125000 Penalty: 4841.228516
	Iteration 23Q: 3 clusters Score -2079637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2079643.625000 Penalty: 4841.228516
	Iteration 24Q: 3 clusters Score -2079644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2079649.875000 Penalty: 4841.228516
	Iteration 25Q: 3 clusters Score -2079650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2079659.500000 Penalty: 4841.228516
	Iteration 26Q: 3 clusters Score -2079660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2079668.250000 Penalty: 4841.228516
	Iteration 27Q: 3 clusters Score -2079668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2079683.750000 Penalty: 4841.228516
	Iteration 28Q: 3 clusters Score -2079684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2079685.125000 Penalty: 4841.228516
	Iteration 29Q: 3 clusters Score -2079685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2079692.500000 Penalty: 4841.228516
	Iteration 30Q: 3 clusters Score -2079692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2079696.375000 Penalty: 4841.228516
	Iteration 31Q: 3 clusters Score -2079696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2079698.375000 Penalty: 4841.228516
	Iteration 32Q: 3 clusters Score -2079698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2079704.125000 Penalty: 4841.228516
	Iteration 33Q: 3 clusters Score -2079704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2079706.250000 Penalty: 4841.228516
	Iteration 34Q: 3 clusters Score -2079706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2079706.250000 Penalty: 4841.228516
	Iteration 35F: 3 clusters Score -2079706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (147385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Entering Unmasked Estep 
Score: -18247548.000000 Penalty: 2951.399170
	Iteration 0F: 2 clusters Score -1.824755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -18149790.000000 Penalty: 5902.798340
	Iteration 0F: 3 clusters Score -1.814979e+07 nChanged 70189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -18190344.000000 Penalty: 5902.798340
	Iteration 1F: 3 clusters Score -1.819034e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -18191444.000000 Penalty: 5902.798340
	Iteration 2Q: 3 clusters Score -1.819144e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -18193008.000000 Penalty: 5902.798340
	Iteration 3Q: 3 clusters Score -1.819301e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -18195386.000000 Penalty: 5902.798340
	Iteration 4Q: 3 clusters Score -1.819539e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -18199286.000000 Penalty: 5902.798340
	Iteration 5F: 3 clusters Score -1.819929e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -18205840.000000 Penalty: 5902.798340
	Iteration 6F: 3 clusters Score -1.820584e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -18215138.000000 Penalty: 5902.798340
	Iteration 7F: 3 clusters Score -1.821514e+07 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 113522 members 
Entering Unmasked Estep 
Score: -18225182.000000 Penalty: 5902.798340
	Iteration 8F: 3 clusters Score -1.822518e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 120537 members 
Entering Unmasked Estep 
Score: -18233196.000000 Penalty: 5902.798340
	Iteration 9F: 3 clusters Score -1.82332e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 124952 members 
Entering Unmasked Estep 
Score: -18237920.000000 Penalty: 5902.798340
	Iteration 10Q: 3 clusters Score -1.823792e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 127794 members 
Entering Unmasked Estep 
Score: -18240280.000000 Penalty: 5902.798340
	Iteration 11Q: 3 clusters Score -1.824028e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -18241664.000000 Penalty: 5902.798340
	Iteration 12Q: 3 clusters Score -1.824166e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 131795 members 
Entering Unmasked Estep 
Score: -18242580.000000 Penalty: 5902.798340
	Iteration 13Q: 3 clusters Score -1.824258e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 133264 members 
Entering Unmasked Estep 
Score: -18243170.000000 Penalty: 5902.798340
	Iteration 14Q: 3 clusters Score -1.824317e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 134539 members 
Entering Unmasked Estep 
Score: -18243770.000000 Penalty: 5902.798340
	Iteration 15Q: 3 clusters Score -1.824377e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -18244180.000000 Penalty: 5902.798340
	Iteration 16Q: 3 clusters Score -1.824418e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 136731 members 
Entering Unmasked Estep 
Score: -18244544.000000 Penalty: 5902.798340
	Iteration 17Q: 3 clusters Score -1.824454e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -18244778.000000 Penalty: 5902.798340
	Iteration 18Q: 3 clusters Score -1.824478e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -18245008.000000 Penalty: 5902.798340
	Iteration 19Q: 3 clusters Score -1.824501e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 138979 members 
Entering Unmasked Estep 
Score: -18245232.000000 Penalty: 5902.798340
	Iteration 20F: 3 clusters Score -1.824523e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 139568 members 
Entering Unmasked Estep 
Score: -18245332.000000 Penalty: 5902.798340
	Iteration 21Q: 3 clusters Score -1.824533e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
Score: -18245478.000000 Penalty: 5902.798340
	Iteration 22Q: 3 clusters Score -1.824548e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 140524 members 
Entering Unmasked Estep 
Score: -18245584.000000 Penalty: 5902.798340
	Iteration 23Q: 3 clusters Score -1.824558e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -18245686.000000 Penalty: 5902.798340
	Iteration 24Q: 3 clusters Score -1.824569e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 141267 members 
Entering Unmasked Estep 
Score: -18245824.000000 Penalty: 5902.798340
	Iteration 25Q: 3 clusters Score -1.824582e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 141605 members 
Entering Unmasked Estep 
Score: -18245922.000000 Penalty: 5902.798340
	Iteration 26Q: 3 clusters Score -1.824592e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
Score: -18246028.000000 Penalty: 5902.798340
	Iteration 27Q: 3 clusters Score -1.824603e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 142168 members 
Entering Unmasked Estep 
Score: -18246068.000000 Penalty: 5902.798340
	Iteration 28Q: 3 clusters Score -1.824607e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 142388 members 
Entering Unmasked Estep 
Score: -18246100.000000 Penalty: 5902.798340
	Iteration 29Q: 3 clusters Score -1.82461e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 142596 members 
Entering Unmasked Estep 
Score: -18246142.000000 Penalty: 5902.798340
	Iteration 30Q: 3 clusters Score -1.824614e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 142781 members 
Entering Unmasked Estep 
Score: -18246172.000000 Penalty: 5902.798340
	Iteration 31Q: 3 clusters Score -1.824617e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 142943 members 
Entering Unmasked Estep 
Score: -18246226.000000 Penalty: 5902.798340
	Iteration 32Q: 3 clusters Score -1.824623e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -18246256.000000 Penalty: 5902.798340
	Iteration 33Q: 3 clusters Score -1.824626e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -18246236.000000 Penalty: 5902.798340
	Iteration 34Q: 3 clusters Score -1.824624e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -18246306.000000 Penalty: 5902.798340
	Iteration 35Q: 3 clusters Score -1.824631e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -18246294.000000 Penalty: 5902.798340
	Iteration 36Q: 3 clusters Score -1.824629e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -18246280.000000 Penalty: 5902.798340
	Iteration 37Q: 3 clusters Score -1.824628e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 143608 members 
Entering Unmasked Estep 
Score: -18246296.000000 Penalty: 5902.798340
	Iteration 38Q: 3 clusters Score -1.82463e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 143676 members 
Entering Unmasked Estep 
Score: -18246288.000000 Penalty: 5902.798340
	Iteration 39Q: 3 clusters Score -1.824629e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -18246304.000000 Penalty: 5902.798340
	Iteration 40F: 3 clusters Score -1.82463e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 143804 members 
Entering Unmasked Estep 
Score: -18246302.000000 Penalty: 5902.798340
	Iteration 41Q: 3 clusters Score -1.82463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 143863 members 
Entering Unmasked Estep 
Score: -18246336.000000 Penalty: 5902.798340
	Iteration 42Q: 3 clusters Score -1.824634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -18246350.000000 Penalty: 5902.798340
	Iteration 43Q: 3 clusters Score -1.824635e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 143928 members 
Entering Unmasked Estep 
Score: -18246366.000000 Penalty: 5902.798340
	Iteration 44Q: 3 clusters Score -1.824637e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -18246386.000000 Penalty: 5902.798340
	Iteration 45Q: 3 clusters Score -1.824639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 143993 members 
Entering Unmasked Estep 
Score: -18246382.000000 Penalty: 5902.798340
	Iteration 46Q: 3 clusters Score -1.824638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -18246384.000000 Penalty: 5902.798340
	Iteration 47Q: 3 clusters Score -1.824638e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 144044 members 
Entering Unmasked Estep 
Score: -18246380.000000 Penalty: 5902.798340
	Iteration 48Q: 3 clusters Score -1.824638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -18246380.000000 Penalty: 5902.798340
	Iteration 49Q: 3 clusters Score -1.824638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 144074 members 
Entering Unmasked Estep 
Score: -18246390.000000 Penalty: 5902.798340
	Iteration 50Q: 3 clusters Score -1.824639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -18246404.000000 Penalty: 5902.798340
	Iteration 51Q: 3 clusters Score -1.82464e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 144113 members 
Entering Unmasked Estep 
Score: -18246414.000000 Penalty: 5902.798340
	Iteration 52Q: 3 clusters Score -1.824641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 144125 members 
Entering Unmasked Estep 
Score: -18246418.000000 Penalty: 5902.798340
	Iteration 53Q: 3 clusters Score -1.824642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 144146 members 
Entering Unmasked Estep 
Score: -18246396.000000 Penalty: 5902.798340
	Iteration 54Q: 3 clusters Score -1.82464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
Score: -18246412.000000 Penalty: 5902.798340
	Iteration 55Q: 3 clusters Score -1.824641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -18246408.000000 Penalty: 5902.798340
	Iteration 56Q: 3 clusters Score -1.824641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
Score: -18246404.000000 Penalty: 5902.798340
	Iteration 57Q: 3 clusters Score -1.82464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 144178 members 
Entering Unmasked Estep 
Score: -18246402.000000 Penalty: 5902.798340
	Iteration 58Q: 3 clusters Score -1.82464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 144188 members 
Entering Unmasked Estep 
Score: -18246412.000000 Penalty: 5902.798340
	Iteration 59Q: 3 clusters Score -1.824641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -18246428.000000 Penalty: 5902.798340
	Iteration 60F: 3 clusters Score -1.824643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 144214 members 
Entering Unmasked Estep 
Score: -18246438.000000 Penalty: 5902.798340
	Iteration 61Q: 3 clusters Score -1.824644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 144222 members 
Entering Unmasked Estep 
Score: -18246434.000000 Penalty: 5902.798340
	Iteration 62Q: 3 clusters Score -1.824643e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -18246430.000000 Penalty: 5902.798340
	Iteration 63Q: 3 clusters Score -1.824643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 144246 members 
Entering Unmasked Estep 
Score: -18246448.000000 Penalty: 5902.798340
	Iteration 64Q: 3 clusters Score -1.824645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 144255 members 
Entering Unmasked Estep 
Score: -18246434.000000 Penalty: 5902.798340
	Iteration 65Q: 3 clusters Score -1.824643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -18246442.000000 Penalty: 5902.798340
	Iteration 66Q: 3 clusters Score -1.824644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 144264 members 
Entering Unmasked Estep 
Score: -18246438.000000 Penalty: 5902.798340
	Iteration 67Q: 3 clusters Score -1.824644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 144270 members 
Entering Unmasked Estep 
Score: -18246450.000000 Penalty: 5902.798340
	Iteration 68Q: 3 clusters Score -1.824645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 144279 members 
Entering Unmasked Estep 
Score: -18246440.000000 Penalty: 5902.798340
	Iteration 69Q: 3 clusters Score -1.824644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 144283 members 
Entering Unmasked Estep 
Score: -18246442.000000 Penalty: 5902.798340
	Iteration 70Q: 3 clusters Score -1.824644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 144287 members 
Entering Unmasked Estep 
Score: -18246436.000000 Penalty: 5902.798340
	Iteration 71Q: 3 clusters Score -1.824644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -18246432.000000 Penalty: 5902.798340
	Iteration 72Q: 3 clusters Score -1.824643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -18246432.000000 Penalty: 5902.798340
	Iteration 73F: 3 clusters Score -1.824643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (196784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196784 members 
Entering Unmasked Estep 
Score: -24378822.000000 Penalty: 3023.085938
	Iteration 0F: 2 clusters Score -2.437882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -24261512.000000 Penalty: 6046.171875
	Iteration 0F: 3 clusters Score -2.426151e+07 nChanged 94557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104741 members 
Mstep: Class 2 contains 92043 members 
Entering Unmasked Estep 
Score: -24316992.000000 Penalty: 6046.171875
	Iteration 1F: 3 clusters Score -2.431699e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109005 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -24318768.000000 Penalty: 6046.171875
	Iteration 2Q: 3 clusters Score -2.431877e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -24321528.000000 Penalty: 6046.171875
	Iteration 3Q: 3 clusters Score -2.432153e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -24326432.000000 Penalty: 6046.171875
	Iteration 4F: 3 clusters Score -2.432643e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -24335160.000000 Penalty: 6046.171875
	Iteration 5F: 3 clusters Score -2.433516e+07 nChanged 16954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -24348460.000000 Penalty: 6046.171875
	Iteration 6F: 3 clusters Score -2.434846e+07 nChanged 17826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172942 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -24362294.000000 Penalty: 6046.171875
	Iteration 7F: 3 clusters Score -2.436229e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186770 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -24370872.000000 Penalty: 6046.171875
	Iteration 8F: 3 clusters Score -2.437087e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193448 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -24374226.000000 Penalty: 6046.171875
	Iteration 9Q: 3 clusters Score -2.437423e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195698 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -24375486.000000 Penalty: 6046.171875
	Iteration 10Q: 3 clusters Score -2.437549e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196292 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -24375848.000000 Penalty: 6046.171875
	Iteration 11Q: 3 clusters Score -2.437585e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196450 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24375998.000000 Penalty: 6046.171875
	Iteration 12Q: 3 clusters Score -2.4376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196496 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24376092.000000 Penalty: 6046.171875
	Iteration 13Q: 3 clusters Score -2.437609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196517 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24376134.000000 Penalty: 6046.171875
	Iteration 14Q: 3 clusters Score -2.437613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -24376160.000000 Penalty: 6046.171875
	Iteration 15Q: 3 clusters Score -2.437616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196537 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -24376172.000000 Penalty: 6046.171875
	Iteration 16Q: 3 clusters Score -2.437617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196543 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24376178.000000 Penalty: 6046.171875
	Iteration 17Q: 3 clusters Score -2.437618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196550 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24376194.000000 Penalty: 6046.171875
	Iteration 18Q: 3 clusters Score -2.437619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196554 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24376214.000000 Penalty: 6046.171875
	Iteration 19Q: 3 clusters Score -2.437621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196554 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24376222.000000 Penalty: 6046.171875
	Iteration 20F: 3 clusters Score -2.437622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196555 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24376220.000000 Penalty: 6046.171875
	Iteration 21Q: 3 clusters Score -2.437622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196557 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24376220.000000 Penalty: 6046.171875
	Iteration 22Q: 3 clusters Score -2.437622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196557 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -24376220.000000 Penalty: 6046.171875
	Iteration 23Q: 3 clusters Score -2.437622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196558 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24376218.000000 Penalty: 6046.171875
	Iteration 24Q: 3 clusters Score -2.437622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196561 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24376204.000000 Penalty: 6046.171875
	Iteration 25Q: 3 clusters Score -2.43762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196562 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24376208.000000 Penalty: 6046.171875
	Iteration 26Q: 3 clusters Score -2.437621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196562 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24376208.000000 Penalty: 6046.171875
	Iteration 27F: 3 clusters Score -2.437621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Entering Unmasked Estep 
Score: -964144.250000 Penalty: 2237.655762
	Iteration 0F: 2 clusters Score -964144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -957512.437500 Penalty: 4475.311523
	Iteration 0F: 3 clusters Score -957512.4 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -959349.500000 Penalty: 4475.311523
	Iteration 1F: 3 clusters Score -959349.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -959639.187500 Penalty: 4475.311523
	Iteration 2F: 3 clusters Score -959639.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -959848.500000 Penalty: 4475.311523
	Iteration 3Q: 3 clusters Score -959848.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -960068.250000 Penalty: 4475.311523
	Iteration 4Q: 3 clusters Score -960068.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -960283.562500 Penalty: 4475.311523
	Iteration 5Q: 3 clusters Score -960283.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -960527.000000 Penalty: 4475.311523
	Iteration 6Q: 3 clusters Score -960527 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -960812.062500 Penalty: 4475.311523
	Iteration 7Q: 3 clusters Score -960812.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -961023.062500 Penalty: 4475.311523
	Iteration 8Q: 3 clusters Score -961023.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -961204.562500 Penalty: 4475.311523
	Iteration 9Q: 3 clusters Score -961204.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -961350.062500 Penalty: 4475.311523
	Iteration 10Q: 3 clusters Score -961350.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -961464.875000 Penalty: 4475.311523
	Iteration 11Q: 3 clusters Score -961464.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -961555.062500 Penalty: 4475.311523
	Iteration 12Q: 3 clusters Score -961555.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -961625.500000 Penalty: 4475.311523
	Iteration 13Q: 3 clusters Score -961625.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -961678.812500 Penalty: 4475.311523
	Iteration 14Q: 3 clusters Score -961678.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -961709.812500 Penalty: 4475.311523
	Iteration 15Q: 3 clusters Score -961709.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -961731.562500 Penalty: 4475.311523
	Iteration 16Q: 3 clusters Score -961731.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -961757.000000 Penalty: 4475.311523
	Iteration 17Q: 3 clusters Score -961757 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -961782.375000 Penalty: 4475.311523
	Iteration 18Q: 3 clusters Score -961782.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -961800.437500 Penalty: 4475.311523
	Iteration 19Q: 3 clusters Score -961800.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -961822.062500 Penalty: 4475.311523
	Iteration 20F: 3 clusters Score -961822.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -961838.625000 Penalty: 4475.311523
	Iteration 21Q: 3 clusters Score -961838.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -961853.687500 Penalty: 4475.311523
	Iteration 22Q: 3 clusters Score -961853.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -961864.125000 Penalty: 4475.311523
	Iteration 23Q: 3 clusters Score -961864.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -961872.937500 Penalty: 4475.311523
	Iteration 24Q: 3 clusters Score -961872.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -961878.312500 Penalty: 4475.311523
	Iteration 25Q: 3 clusters Score -961878.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -961889.375000 Penalty: 4475.311523
	Iteration 26Q: 3 clusters Score -961889.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -961894.875000 Penalty: 4475.311523
	Iteration 27Q: 3 clusters Score -961894.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -961903.250000 Penalty: 4475.311523
	Iteration 28Q: 3 clusters Score -961903.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -961911.437500 Penalty: 4475.311523
	Iteration 29Q: 3 clusters Score -961911.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -961921.125000 Penalty: 4475.311523
	Iteration 30Q: 3 clusters Score -961921.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -961927.750000 Penalty: 4475.311523
	Iteration 31Q: 3 clusters Score -961927.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -961936.312500 Penalty: 4475.311523
	Iteration 32Q: 3 clusters Score -961936.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -961941.937500 Penalty: 4475.311523
	Iteration 33Q: 3 clusters Score -961941.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -961950.750000 Penalty: 4475.311523
	Iteration 34Q: 3 clusters Score -961950.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -961955.187500 Penalty: 4475.311523
	Iteration 35Q: 3 clusters Score -961955.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -961955.687500 Penalty: 4475.311523
	Iteration 36Q: 3 clusters Score -961955.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -961961.375000 Penalty: 4475.311523
	Iteration 37Q: 3 clusters Score -961961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -961964.687500 Penalty: 4475.311523
	Iteration 38Q: 3 clusters Score -961964.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -961970.250000 Penalty: 4475.311523
	Iteration 39Q: 3 clusters Score -961970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -961976.750000 Penalty: 4475.311523
	Iteration 40F: 3 clusters Score -961976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -961982.125000 Penalty: 4475.311523
	Iteration 41Q: 3 clusters Score -961982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -961987.875000 Penalty: 4475.311523
	Iteration 42Q: 3 clusters Score -961987.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -961993.937500 Penalty: 4475.311523
	Iteration 43Q: 3 clusters Score -961993.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -962002.125000 Penalty: 4475.311523
	Iteration 44Q: 3 clusters Score -962002.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -962007.687500 Penalty: 4475.311523
	Iteration 45Q: 3 clusters Score -962007.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -962012.062500 Penalty: 4475.311523
	Iteration 46Q: 3 clusters Score -962012.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -962017.750000 Penalty: 4475.311523
	Iteration 47Q: 3 clusters Score -962017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -962021.937500 Penalty: 4475.311523
	Iteration 48Q: 3 clusters Score -962021.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -962028.937500 Penalty: 4475.311523
	Iteration 49Q: 3 clusters Score -962028.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -962034.562500 Penalty: 4475.311523
	Iteration 50Q: 3 clusters Score -962034.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -962037.375000 Penalty: 4475.311523
	Iteration 51Q: 3 clusters Score -962037.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -962042.187500 Penalty: 4475.311523
	Iteration 52Q: 3 clusters Score -962042.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -962044.625000 Penalty: 4475.311523
	Iteration 53Q: 3 clusters Score -962044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -962044.687500 Penalty: 4475.311523
	Iteration 54Q: 3 clusters Score -962044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -962049.250000 Penalty: 4475.311523
	Iteration 55Q: 3 clusters Score -962049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -962050.937500 Penalty: 4475.311523
	Iteration 56Q: 3 clusters Score -962050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -962051.375000 Penalty: 4475.311523
	Iteration 57Q: 3 clusters Score -962051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -962051.375000 Penalty: 4475.311523
	Iteration 58Q: 3 clusters Score -962051.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -962054.625000 Penalty: 4475.311523
	Iteration 59Q: 3 clusters Score -962054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -962055.875000 Penalty: 4475.311523
	Iteration 60F: 3 clusters Score -962055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -962059.562500 Penalty: 4475.311523
	Iteration 61Q: 3 clusters Score -962059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -962062.625000 Penalty: 4475.311523
	Iteration 62Q: 3 clusters Score -962062.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -962062.937500 Penalty: 4475.311523
	Iteration 63Q: 3 clusters Score -962062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -962062.937500 Penalty: 4475.311523
	Iteration 64Q: 3 clusters Score -962062.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -962062.937500 Penalty: 4475.311523
	Iteration 65Q: 3 clusters Score -962062.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -962064.562500 Penalty: 4475.311523
	Iteration 66Q: 3 clusters Score -962064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -962064.812500 Penalty: 4475.311523
	Iteration 67Q: 3 clusters Score -962064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -962063.875000 Penalty: 4475.311523
	Iteration 68Q: 3 clusters Score -962063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -962064.437500 Penalty: 4475.311523
	Iteration 69Q: 3 clusters Score -962064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -962064.437500 Penalty: 4475.311523
	Iteration 70F: 3 clusters Score -962064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -580628.875000 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -580628.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -576180.812500 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -576180.8 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -577254.625000 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -577254.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -577441.187500 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -577441.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -577558.500000 Penalty: 4203.970215
	Iteration 3Q: 3 clusters Score -577558.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -577640.937500 Penalty: 4203.970215
	Iteration 4Q: 3 clusters Score -577640.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -577706.125000 Penalty: 4203.970215
	Iteration 5Q: 3 clusters Score -577706.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -577769.750000 Penalty: 4203.970215
	Iteration 6Q: 3 clusters Score -577769.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -577865.312500 Penalty: 4203.970215
	Iteration 7Q: 3 clusters Score -577865.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -577953.687500 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -577953.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -578044.375000 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -578044.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -578149.500000 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -578149.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -578249.375000 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -578249.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -578340.625000 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -578340.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -578460.562500 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -578460.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -578577.375000 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -578577.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -578731.687500 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -578731.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -578884.937500 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -578884.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -579068.312500 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -579068.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -579320.687500 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -579320.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -579507.562500 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -579507.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -579645.250000 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -579645.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -579758.312500 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -579758.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -579836.000000 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -579836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -579890.000000 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -579890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -579935.312500 Penalty: 4203.970215
	Iteration 24Q: 3 clusters Score -579935.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -579973.312500 Penalty: 4203.970215
	Iteration 25Q: 3 clusters Score -579973.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -579993.500000 Penalty: 4203.970215
	Iteration 26Q: 3 clusters Score -579993.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -580008.125000 Penalty: 4203.970215
	Iteration 27Q: 3 clusters Score -580008.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -580017.000000 Penalty: 4203.970215
	Iteration 28Q: 3 clusters Score -580017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -580025.625000 Penalty: 4203.970215
	Iteration 29Q: 3 clusters Score -580025.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -580033.437500 Penalty: 4203.970215
	Iteration 30Q: 3 clusters Score -580033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -580037.062500 Penalty: 4203.970215
	Iteration 31Q: 3 clusters Score -580037.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -580040.437500 Penalty: 4203.970215
	Iteration 32Q: 3 clusters Score -580040.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -580043.437500 Penalty: 4203.970215
	Iteration 33Q: 3 clusters Score -580043.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -580045.125000 Penalty: 4203.970215
	Iteration 34Q: 3 clusters Score -580045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -580046.750000 Penalty: 4203.970215
	Iteration 35Q: 3 clusters Score -580046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -580047.375000 Penalty: 4203.970215
	Iteration 36Q: 3 clusters Score -580047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -580047.375000 Penalty: 4203.970215
	Iteration 37F: 3 clusters Score -580047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Entering Unmasked Estep 
Score: -10028957.000000 Penalty: 2812.181152
	Iteration 0F: 2 clusters Score -1.002896e+07 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 42166 members 
Entering Unmasked Estep 
Score: -9972890.000000 Penalty: 5624.362305
	Iteration 0F: 3 clusters Score -9972890 nChanged 39549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -9995469.000000 Penalty: 5624.362305
	Iteration 1F: 3 clusters Score -9995469 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -9996396.000000 Penalty: 5624.362305
	Iteration 2Q: 3 clusters Score -9996396 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9997780.000000 Penalty: 5624.362305
	Iteration 3Q: 3 clusters Score -9997780 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -9999723.000000 Penalty: 5624.362305
	Iteration 4F: 3 clusters Score -9999723 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -10002731.000000 Penalty: 5624.362305
	Iteration 5F: 3 clusters Score -1.000273e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -10006891.000000 Penalty: 5624.362305
	Iteration 6F: 3 clusters Score -1.000689e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -10011705.000000 Penalty: 5624.362305
	Iteration 7F: 3 clusters Score -1.00117e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -10016442.000000 Penalty: 5624.362305
	Iteration 8F: 3 clusters Score -1.001644e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -10020985.000000 Penalty: 5624.362305
	Iteration 9F: 3 clusters Score -1.002098e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -10024274.000000 Penalty: 5624.362305
	Iteration 10Q: 3 clusters Score -1.002427e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 82722 members 
Entering Unmasked Estep 
Score: -10025822.000000 Penalty: 5624.362305
	Iteration 11Q: 3 clusters Score -1.002582e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -10026256.000000 Penalty: 5624.362305
	Iteration 12Q: 3 clusters Score -1.002626e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -10026465.000000 Penalty: 5624.362305
	Iteration 13Q: 3 clusters Score -1.002646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -10026548.000000 Penalty: 5624.362305
	Iteration 14Q: 3 clusters Score -1.002655e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 83635 members 
Entering Unmasked Estep 
Score: -10026547.000000 Penalty: 5624.362305
	Iteration 15Q: 3 clusters Score -1.002655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -10026572.000000 Penalty: 5624.362305
	Iteration 16Q: 3 clusters Score -1.002657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -10026595.000000 Penalty: 5624.362305
	Iteration 17Q: 3 clusters Score -1.00266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -10026603.000000 Penalty: 5624.362305
	Iteration 18Q: 3 clusters Score -1.00266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -10026608.000000 Penalty: 5624.362305
	Iteration 19Q: 3 clusters Score -1.002661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -10026608.000000 Penalty: 5624.362305
	Iteration 20F: 3 clusters Score -1.002661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -891997.312500 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -891997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -886257.375000 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -886257.4 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -887759.812500 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -887759.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -887995.062500 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -887995.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -888127.500000 Penalty: 4386.433105
	Iteration 3Q: 3 clusters Score -888127.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -888205.875000 Penalty: 4386.433105
	Iteration 4Q: 3 clusters Score -888205.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -888262.812500 Penalty: 4386.433105
	Iteration 5Q: 3 clusters Score -888262.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -888311.187500 Penalty: 4386.433105
	Iteration 6Q: 3 clusters Score -888311.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -888349.000000 Penalty: 4386.433105
	Iteration 7Q: 3 clusters Score -888349 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -888373.187500 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -888373.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -888394.875000 Penalty: 4386.433105
	Iteration 9Q: 3 clusters Score -888394.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -888408.750000 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -888408.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -888419.000000 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -888419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -888426.000000 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -888426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -888436.000000 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -888436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -888441.875000 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -888441.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -888450.375000 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -888450.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -888460.875000 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -888460.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -888467.250000 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -888467.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -888479.312500 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -888479.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -888490.000000 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -888490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -888500.062500 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -888500.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -888511.750000 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -888511.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -888524.750000 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -888524.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -888537.937500 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -888537.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -888554.875000 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -888554.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -888575.687500 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -888575.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -888598.250000 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -888598.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -888621.750000 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -888621.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -888644.687500 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -888644.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -888664.687500 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -888664.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -888688.875000 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -888688.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -888708.062500 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -888708.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -888724.062500 Penalty: 4386.433105
	Iteration 32Q: 3 clusters Score -888724.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -888749.750000 Penalty: 4386.433105
	Iteration 33Q: 3 clusters Score -888749.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -888779.625000 Penalty: 4386.433105
	Iteration 34Q: 3 clusters Score -888779.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -888813.687500 Penalty: 4386.433105
	Iteration 35Q: 3 clusters Score -888813.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -888859.000000 Penalty: 4386.433105
	Iteration 36Q: 3 clusters Score -888859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -888915.625000 Penalty: 4386.433105
	Iteration 37Q: 3 clusters Score -888915.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -888991.625000 Penalty: 4386.433105
	Iteration 38Q: 3 clusters Score -888991.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -889086.187500 Penalty: 4386.433105
	Iteration 39Q: 3 clusters Score -889086.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -889189.125000 Penalty: 4386.433105
	Iteration 40F: 3 clusters Score -889189.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -889317.500000 Penalty: 4386.433105
	Iteration 41Q: 3 clusters Score -889317.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -889428.812500 Penalty: 4386.433105
	Iteration 42Q: 3 clusters Score -889428.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -889536.000000 Penalty: 4386.433105
	Iteration 43Q: 3 clusters Score -889536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -889632.937500 Penalty: 4386.433105
	Iteration 44Q: 3 clusters Score -889632.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -889733.937500 Penalty: 4386.433105
	Iteration 45Q: 3 clusters Score -889733.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -889814.375000 Penalty: 4386.433105
	Iteration 46Q: 3 clusters Score -889814.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -889869.687500 Penalty: 4386.433105
	Iteration 47Q: 3 clusters Score -889869.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -889914.750000 Penalty: 4386.433105
	Iteration 48Q: 3 clusters Score -889914.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -889954.000000 Penalty: 4386.433105
	Iteration 49Q: 3 clusters Score -889954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -889987.562500 Penalty: 4386.433105
	Iteration 50Q: 3 clusters Score -889987.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -890023.500000 Penalty: 4386.433105
	Iteration 51Q: 3 clusters Score -890023.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -890046.250000 Penalty: 4386.433105
	Iteration 52Q: 3 clusters Score -890046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -890060.812500 Penalty: 4386.433105
	Iteration 53Q: 3 clusters Score -890060.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -890079.000000 Penalty: 4386.433105
	Iteration 54Q: 3 clusters Score -890079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -890088.312500 Penalty: 4386.433105
	Iteration 55Q: 3 clusters Score -890088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -890091.750000 Penalty: 4386.433105
	Iteration 56Q: 3 clusters Score -890091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -890096.312500 Penalty: 4386.433105
	Iteration 57Q: 3 clusters Score -890096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -890097.937500 Penalty: 4386.433105
	Iteration 58Q: 3 clusters Score -890097.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -890097.937500 Penalty: 4386.433105
	Iteration 59F: 3 clusters Score -890097.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -147266.203125 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -147266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -145110.625000 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -145110.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -145621.296875 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -145621.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -145967.796875 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -145967.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146304.093750 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -146304.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -146513.406250 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -146513.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -146663.296875 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -146663.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -146756.265625 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -146756.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -146794.250000 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -146794.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -146811.796875 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -146811.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -146824.828125 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -146824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -146848.609375 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -146848.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -146890.937500 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -146890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -146912.687500 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -146912.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146949.437500 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -146949.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -146999.187500 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -146999.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -147092.390625 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -147092.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -147282.000000 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -147282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147369.468750 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -147369.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147452.281250 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -147452.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -147536.515625 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -147536.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147637.546875 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -147637.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147891.531250 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -147891.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147973.828125 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -147973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -148010.343750 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -148010.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -148171.312500 Penalty: 3571.410645
	Iteration 24Q: 3 clusters Score -148171.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -148566.546875 Penalty: 3571.410645
	Iteration 25Q: 3 clusters Score -148566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -148576.609375 Penalty: 3571.410645
	Iteration 26Q: 3 clusters Score -148576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -148576.609375 Penalty: 3571.410645
	Iteration 27F: 3 clusters Score -148576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179757 members 
Mstep: Class 2 contains 173837 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 17336 members 
Mstep: Class 5 contains 147385 members 
Mstep: Class 6 contains 196784 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 84073 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 775 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 21030 members 
Mstep: Class 16 contains 184151 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 227231 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 198554 members 
Mstep: Class 21 contains 50875 members 
Mstep: Class 22 contains 77002 members 
Mstep: Class 23 contains 565 members 
Entering Unmasked Estep 
Score: -194664032.000000 Penalty: 81526.742188
Splitting cluster 11 changes total score from -194664704.000000 to -194664032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Entering Unmasked Estep 
Score: -751980.187500 Penalty: 2182.950928
	Iteration 0F: 2 clusters Score -751980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -746476.250000 Penalty: 4365.901855
	Iteration 0F: 3 clusters Score -746476.2 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -747889.937500 Penalty: 4365.901855
	Iteration 1F: 3 clusters Score -747889.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -748179.937500 Penalty: 4365.901855
	Iteration 2F: 3 clusters Score -748179.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -748458.625000 Penalty: 4365.901855
	Iteration 3F: 3 clusters Score -748458.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -748739.250000 Penalty: 4365.901855
	Iteration 4Q: 3 clusters Score -748739.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -749020.062500 Penalty: 4365.901855
	Iteration 5Q: 3 clusters Score -749020.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -749268.750000 Penalty: 4365.901855
	Iteration 6Q: 3 clusters Score -749268.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -749484.375000 Penalty: 4365.901855
	Iteration 7Q: 3 clusters Score -749484.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -749647.500000 Penalty: 4365.901855
	Iteration 8Q: 3 clusters Score -749647.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -749798.187500 Penalty: 4365.901855
	Iteration 9Q: 3 clusters Score -749798.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -749936.937500 Penalty: 4365.901855
	Iteration 10Q: 3 clusters Score -749936.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -750085.687500 Penalty: 4365.901855
	Iteration 11Q: 3 clusters Score -750085.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -750209.937500 Penalty: 4365.901855
	Iteration 12Q: 3 clusters Score -750209.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -750316.937500 Penalty: 4365.901855
	Iteration 13Q: 3 clusters Score -750316.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -750413.062500 Penalty: 4365.901855
	Iteration 14Q: 3 clusters Score -750413.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -750488.875000 Penalty: 4365.901855
	Iteration 15Q: 3 clusters Score -750488.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -750554.312500 Penalty: 4365.901855
	Iteration 16Q: 3 clusters Score -750554.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -750598.062500 Penalty: 4365.901855
	Iteration 17Q: 3 clusters Score -750598.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -750625.000000 Penalty: 4365.901855
	Iteration 18Q: 3 clusters Score -750625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -750642.750000 Penalty: 4365.901855
	Iteration 19Q: 3 clusters Score -750642.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -750662.562500 Penalty: 4365.901855
	Iteration 20F: 3 clusters Score -750662.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -750674.937500 Penalty: 4365.901855
	Iteration 21Q: 3 clusters Score -750674.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -750685.187500 Penalty: 4365.901855
	Iteration 22Q: 3 clusters Score -750685.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -750696.312500 Penalty: 4365.901855
	Iteration 23Q: 3 clusters Score -750696.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -750702.500000 Penalty: 4365.901855
	Iteration 24Q: 3 clusters Score -750702.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -750710.187500 Penalty: 4365.901855
	Iteration 25Q: 3 clusters Score -750710.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -750711.250000 Penalty: 4365.901855
	Iteration 26Q: 3 clusters Score -750711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -750713.125000 Penalty: 4365.901855
	Iteration 27Q: 3 clusters Score -750713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -750713.875000 Penalty: 4365.901855
	Iteration 28Q: 3 clusters Score -750713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -750715.437500 Penalty: 4365.901855
	Iteration 29Q: 3 clusters Score -750715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -750716.187500 Penalty: 4365.901855
	Iteration 30Q: 3 clusters Score -750716.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -750716.187500 Penalty: 4365.901855
	Iteration 31F: 3 clusters Score -750716.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Entering Unmasked Estep 
Score: -410797.093750 Penalty: 2010.863892
	Iteration 0F: 2 clusters Score -410797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -407333.281250 Penalty: 4021.727783
	Iteration 0F: 3 clusters Score -407333.3 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -408050.687500 Penalty: 4021.727783
	Iteration 1F: 3 clusters Score -408050.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -408208.437500 Penalty: 4021.727783
	Iteration 2F: 3 clusters Score -408208.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -408284.156250 Penalty: 4021.727783
	Iteration 3Q: 3 clusters Score -408284.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -408330.375000 Penalty: 4021.727783
	Iteration 4Q: 3 clusters Score -408330.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -408368.468750 Penalty: 4021.727783
	Iteration 5Q: 3 clusters Score -408368.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408396.125000 Penalty: 4021.727783
	Iteration 6Q: 3 clusters Score -408396.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -408412.031250 Penalty: 4021.727783
	Iteration 7Q: 3 clusters Score -408412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -408421.000000 Penalty: 4021.727783
	Iteration 8Q: 3 clusters Score -408421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -408432.437500 Penalty: 4021.727783
	Iteration 9Q: 3 clusters Score -408432.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -408447.718750 Penalty: 4021.727783
	Iteration 10Q: 3 clusters Score -408447.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408457.093750 Penalty: 4021.727783
	Iteration 11Q: 3 clusters Score -408457.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -408466.656250 Penalty: 4021.727783
	Iteration 12Q: 3 clusters Score -408466.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -408478.343750 Penalty: 4021.727783
	Iteration 13Q: 3 clusters Score -408478.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -408490.500000 Penalty: 4021.727783
	Iteration 14Q: 3 clusters Score -408490.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -408502.093750 Penalty: 4021.727783
	Iteration 15Q: 3 clusters Score -408502.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -408515.468750 Penalty: 4021.727783
	Iteration 16Q: 3 clusters Score -408515.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -408524.750000 Penalty: 4021.727783
	Iteration 17Q: 3 clusters Score -408524.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -408531.250000 Penalty: 4021.727783
	Iteration 18Q: 3 clusters Score -408531.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -408535.718750 Penalty: 4021.727783
	Iteration 19Q: 3 clusters Score -408535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -408537.625000 Penalty: 4021.727783
	Iteration 20F: 3 clusters Score -408537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -408540.968750 Penalty: 4021.727783
	Iteration 21Q: 3 clusters Score -408541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -408544.343750 Penalty: 4021.727783
	Iteration 22Q: 3 clusters Score -408544.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -408551.718750 Penalty: 4021.727783
	Iteration 23Q: 3 clusters Score -408551.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -408561.531250 Penalty: 4021.727783
	Iteration 24Q: 3 clusters Score -408561.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -408571.593750 Penalty: 4021.727783
	Iteration 25Q: 3 clusters Score -408571.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -408582.187500 Penalty: 4021.727783
	Iteration 26Q: 3 clusters Score -408582.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -408590.281250 Penalty: 4021.727783
	Iteration 27Q: 3 clusters Score -408590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -408595.656250 Penalty: 4021.727783
	Iteration 28Q: 3 clusters Score -408595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -408603.093750 Penalty: 4021.727783
	Iteration 29Q: 3 clusters Score -408603.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -408609.093750 Penalty: 4021.727783
	Iteration 30Q: 3 clusters Score -408609.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -408618.281250 Penalty: 4021.727783
	Iteration 31Q: 3 clusters Score -408618.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -408625.250000 Penalty: 4021.727783
	Iteration 32Q: 3 clusters Score -408625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -408631.750000 Penalty: 4021.727783
	Iteration 33Q: 3 clusters Score -408631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -408637.593750 Penalty: 4021.727783
	Iteration 34Q: 3 clusters Score -408637.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -408643.250000 Penalty: 4021.727783
	Iteration 35Q: 3 clusters Score -408643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -408647.343750 Penalty: 4021.727783
	Iteration 36Q: 3 clusters Score -408647.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -408651.843750 Penalty: 4021.727783
	Iteration 37Q: 3 clusters Score -408651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -408658.125000 Penalty: 4021.727783
	Iteration 38Q: 3 clusters Score -408658.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -408661.375000 Penalty: 4021.727783
	Iteration 39Q: 3 clusters Score -408661.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -408664.656250 Penalty: 4021.727783
	Iteration 40F: 3 clusters Score -408664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408666.687500 Penalty: 4021.727783
	Iteration 41Q: 3 clusters Score -408666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -408669.156250 Penalty: 4021.727783
	Iteration 42Q: 3 clusters Score -408669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408673.906250 Penalty: 4021.727783
	Iteration 43Q: 3 clusters Score -408673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -408680.500000 Penalty: 4021.727783
	Iteration 44Q: 3 clusters Score -408680.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -408688.375000 Penalty: 4021.727783
	Iteration 45Q: 3 clusters Score -408688.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -408693.593750 Penalty: 4021.727783
	Iteration 46Q: 3 clusters Score -408693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -408700.093750 Penalty: 4021.727783
	Iteration 47Q: 3 clusters Score -408700.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -408706.125000 Penalty: 4021.727783
	Iteration 48Q: 3 clusters Score -408706.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -408711.031250 Penalty: 4021.727783
	Iteration 49Q: 3 clusters Score -408711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -408716.968750 Penalty: 4021.727783
	Iteration 50Q: 3 clusters Score -408717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -408726.031250 Penalty: 4021.727783
	Iteration 51Q: 3 clusters Score -408726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -408734.406250 Penalty: 4021.727783
	Iteration 52Q: 3 clusters Score -408734.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -408739.031250 Penalty: 4021.727783
	Iteration 53Q: 3 clusters Score -408739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -408743.093750 Penalty: 4021.727783
	Iteration 54Q: 3 clusters Score -408743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408748.093750 Penalty: 4021.727783
	Iteration 55Q: 3 clusters Score -408748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -408752.812500 Penalty: 4021.727783
	Iteration 56Q: 3 clusters Score -408752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408757.312500 Penalty: 4021.727783
	Iteration 57Q: 3 clusters Score -408757.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -408764.593750 Penalty: 4021.727783
	Iteration 58Q: 3 clusters Score -408764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408771.062500 Penalty: 4021.727783
	Iteration 59Q: 3 clusters Score -408771.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -408773.281250 Penalty: 4021.727783
	Iteration 60F: 3 clusters Score -408773.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408774.656250 Penalty: 4021.727783
	Iteration 61Q: 3 clusters Score -408774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408775.593750 Penalty: 4021.727783
	Iteration 62Q: 3 clusters Score -408775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -408779.062500 Penalty: 4021.727783
	Iteration 63Q: 3 clusters Score -408779.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408786.375000 Penalty: 4021.727783
	Iteration 64Q: 3 clusters Score -408786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408786.937500 Penalty: 4021.727783
	Iteration 65Q: 3 clusters Score -408786.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408790.187500 Penalty: 4021.727783
	Iteration 66Q: 3 clusters Score -408790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -408793.062500 Penalty: 4021.727783
	Iteration 67Q: 3 clusters Score -408793.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -408795.875000 Penalty: 4021.727783
	Iteration 68Q: 3 clusters Score -408795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408797.968750 Penalty: 4021.727783
	Iteration 69Q: 3 clusters Score -408798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -408801.281250 Penalty: 4021.727783
	Iteration 70Q: 3 clusters Score -408801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408803.125000 Penalty: 4021.727783
	Iteration 71Q: 3 clusters Score -408803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -408804.656250 Penalty: 4021.727783
	Iteration 72Q: 3 clusters Score -408804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -408806.593750 Penalty: 4021.727783
	Iteration 73Q: 3 clusters Score -408806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408807.625000 Penalty: 4021.727783
	Iteration 74Q: 3 clusters Score -408807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408810.000000 Penalty: 4021.727783
	Iteration 75Q: 3 clusters Score -408810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408810.187500 Penalty: 4021.727783
	Iteration 76Q: 3 clusters Score -408810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -408810.656250 Penalty: 4021.727783
	Iteration 77Q: 3 clusters Score -408810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408812.812500 Penalty: 4021.727783
	Iteration 78Q: 3 clusters Score -408812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -408813.656250 Penalty: 4021.727783
	Iteration 79Q: 3 clusters Score -408813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -408814.156250 Penalty: 4021.727783
	Iteration 80F: 3 clusters Score -408814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -408815.125000 Penalty: 4021.727783
	Iteration 81Q: 3 clusters Score -408815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408816.593750 Penalty: 4021.727783
	Iteration 82Q: 3 clusters Score -408816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408817.812500 Penalty: 4021.727783
	Iteration 83Q: 3 clusters Score -408817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408821.406250 Penalty: 4021.727783
	Iteration 84Q: 3 clusters Score -408821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -408826.343750 Penalty: 4021.727783
	Iteration 85Q: 3 clusters Score -408826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -408832.031250 Penalty: 4021.727783
	Iteration 86Q: 3 clusters Score -408832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -408836.156250 Penalty: 4021.727783
	Iteration 87Q: 3 clusters Score -408836.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -408840.250000 Penalty: 4021.727783
	Iteration 88Q: 3 clusters Score -408840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408844.312500 Penalty: 4021.727783
	Iteration 89Q: 3 clusters Score -408844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -408847.593750 Penalty: 4021.727783
	Iteration 90Q: 3 clusters Score -408847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -408849.500000 Penalty: 4021.727783
	Iteration 91Q: 3 clusters Score -408849.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -408851.531250 Penalty: 4021.727783
	Iteration 92Q: 3 clusters Score -408851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408854.500000 Penalty: 4021.727783
	Iteration 93Q: 3 clusters Score -408854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -408856.156250 Penalty: 4021.727783
	Iteration 94Q: 3 clusters Score -408856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -408857.093750 Penalty: 4021.727783
	Iteration 95Q: 3 clusters Score -408857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -408858.468750 Penalty: 4021.727783
	Iteration 96Q: 3 clusters Score -408858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -408858.906250 Penalty: 4021.727783
	Iteration 97Q: 3 clusters Score -408858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -408858.937500 Penalty: 4021.727783
	Iteration 98Q: 3 clusters Score -408858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -408862.593750 Penalty: 4021.727783
	Iteration 99Q: 3 clusters Score -408862.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -408863.843750 Penalty: 4021.727783
	Iteration 100F: 3 clusters Score -408863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -408863.937500 Penalty: 4021.727783
	Iteration 101Q: 3 clusters Score -408863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408863.781250 Penalty: 4021.727783
	Iteration 102Q: 3 clusters Score -408863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -408864.531250 Penalty: 4021.727783
	Iteration 103Q: 3 clusters Score -408864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -408865.625000 Penalty: 4021.727783
	Iteration 104Q: 3 clusters Score -408865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408867.000000 Penalty: 4021.727783
	Iteration 105Q: 3 clusters Score -408867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408867.093750 Penalty: 4021.727783
	Iteration 106Q: 3 clusters Score -408867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -408867.093750 Penalty: 4021.727783
	Iteration 107F: 3 clusters Score -408867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -795697.125000 Penalty: 2189.175537
	Iteration 0F: 2 clusters Score -795697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -790080.750000 Penalty: 4378.351074
	Iteration 0F: 3 clusters Score -790080.8 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -791563.812500 Penalty: 4378.351074
	Iteration 1F: 3 clusters Score -791563.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -791864.812500 Penalty: 4378.351074
	Iteration 2F: 3 clusters Score -791864.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -792156.125000 Penalty: 4378.351074
	Iteration 3F: 3 clusters Score -792156.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -792513.812500 Penalty: 4378.351074
	Iteration 4F: 3 clusters Score -792513.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -792876.250000 Penalty: 4378.351074
	Iteration 5F: 3 clusters Score -792876.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -793142.812500 Penalty: 4378.351074
	Iteration 6Q: 3 clusters Score -793142.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -793372.562500 Penalty: 4378.351074
	Iteration 7Q: 3 clusters Score -793372.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -793612.187500 Penalty: 4378.351074
	Iteration 8Q: 3 clusters Score -793612.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -793797.187500 Penalty: 4378.351074
	Iteration 9Q: 3 clusters Score -793797.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -793934.000000 Penalty: 4378.351074
	Iteration 10Q: 3 clusters Score -793934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -794016.875000 Penalty: 4378.351074
	Iteration 11Q: 3 clusters Score -794016.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -794074.875000 Penalty: 4378.351074
	Iteration 12Q: 3 clusters Score -794074.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -794125.687500 Penalty: 4378.351074
	Iteration 13Q: 3 clusters Score -794125.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -794166.687500 Penalty: 4378.351074
	Iteration 14Q: 3 clusters Score -794166.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -794199.750000 Penalty: 4378.351074
	Iteration 15Q: 3 clusters Score -794199.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -794231.187500 Penalty: 4378.351074
	Iteration 16Q: 3 clusters Score -794231.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -794256.187500 Penalty: 4378.351074
	Iteration 17Q: 3 clusters Score -794256.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -794278.187500 Penalty: 4378.351074
	Iteration 18Q: 3 clusters Score -794278.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -794305.187500 Penalty: 4378.351074
	Iteration 19Q: 3 clusters Score -794305.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -794339.062500 Penalty: 4378.351074
	Iteration 20F: 3 clusters Score -794339.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -794371.625000 Penalty: 4378.351074
	Iteration 21Q: 3 clusters Score -794371.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -794401.437500 Penalty: 4378.351074
	Iteration 22Q: 3 clusters Score -794401.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -794431.562500 Penalty: 4378.351074
	Iteration 23Q: 3 clusters Score -794431.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -794467.062500 Penalty: 4378.351074
	Iteration 24Q: 3 clusters Score -794467.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -794498.250000 Penalty: 4378.351074
	Iteration 25Q: 3 clusters Score -794498.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -794524.187500 Penalty: 4378.351074
	Iteration 26Q: 3 clusters Score -794524.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -794548.250000 Penalty: 4378.351074
	Iteration 27Q: 3 clusters Score -794548.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -794580.875000 Penalty: 4378.351074
	Iteration 28Q: 3 clusters Score -794580.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -794608.062500 Penalty: 4378.351074
	Iteration 29Q: 3 clusters Score -794608.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -794624.500000 Penalty: 4378.351074
	Iteration 30Q: 3 clusters Score -794624.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -794637.437500 Penalty: 4378.351074
	Iteration 31Q: 3 clusters Score -794637.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -794650.250000 Penalty: 4378.351074
	Iteration 32Q: 3 clusters Score -794650.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -794659.750000 Penalty: 4378.351074
	Iteration 33Q: 3 clusters Score -794659.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -794667.062500 Penalty: 4378.351074
	Iteration 34Q: 3 clusters Score -794667.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -794676.250000 Penalty: 4378.351074
	Iteration 35Q: 3 clusters Score -794676.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -794685.250000 Penalty: 4378.351074
	Iteration 36Q: 3 clusters Score -794685.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -794692.500000 Penalty: 4378.351074
	Iteration 37Q: 3 clusters Score -794692.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -794704.625000 Penalty: 4378.351074
	Iteration 38Q: 3 clusters Score -794704.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -794713.750000 Penalty: 4378.351074
	Iteration 39Q: 3 clusters Score -794713.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -794725.312500 Penalty: 4378.351074
	Iteration 40F: 3 clusters Score -794725.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -794731.687500 Penalty: 4378.351074
	Iteration 41Q: 3 clusters Score -794731.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -794738.937500 Penalty: 4378.351074
	Iteration 42Q: 3 clusters Score -794738.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -794749.500000 Penalty: 4378.351074
	Iteration 43Q: 3 clusters Score -794749.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -794760.000000 Penalty: 4378.351074
	Iteration 44Q: 3 clusters Score -794760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -794767.375000 Penalty: 4378.351074
	Iteration 45Q: 3 clusters Score -794767.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -794781.187500 Penalty: 4378.351074
	Iteration 46Q: 3 clusters Score -794781.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -794788.812500 Penalty: 4378.351074
	Iteration 47Q: 3 clusters Score -794788.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -794798.875000 Penalty: 4378.351074
	Iteration 48Q: 3 clusters Score -794798.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -794806.250000 Penalty: 4378.351074
	Iteration 49Q: 3 clusters Score -794806.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -794811.125000 Penalty: 4378.351074
	Iteration 50Q: 3 clusters Score -794811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -794816.250000 Penalty: 4378.351074
	Iteration 51Q: 3 clusters Score -794816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -794816.750000 Penalty: 4378.351074
	Iteration 52Q: 3 clusters Score -794816.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -794820.187500 Penalty: 4378.351074
	Iteration 53Q: 3 clusters Score -794820.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -794822.250000 Penalty: 4378.351074
	Iteration 54Q: 3 clusters Score -794822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -794823.562500 Penalty: 4378.351074
	Iteration 55Q: 3 clusters Score -794823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -794822.000000 Penalty: 4378.351074
	Iteration 56Q: 3 clusters Score -794822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -794823.562500 Penalty: 4378.351074
	Iteration 57Q: 3 clusters Score -794823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -794824.125000 Penalty: 4378.351074
	Iteration 58Q: 3 clusters Score -794824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -794824.125000 Penalty: 4378.351074
	Iteration 59Q: 3 clusters Score -794824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -794825.500000 Penalty: 4378.351074
	Iteration 60F: 3 clusters Score -794825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -794828.250000 Penalty: 4378.351074
	Iteration 61Q: 3 clusters Score -794828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -794829.000000 Penalty: 4378.351074
	Iteration 62Q: 3 clusters Score -794829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -794831.437500 Penalty: 4378.351074
	Iteration 63Q: 3 clusters Score -794831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -794831.312500 Penalty: 4378.351074
	Iteration 64Q: 3 clusters Score -794831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -794831.312500 Penalty: 4378.351074
	Iteration 65Q: 3 clusters Score -794831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -794832.437500 Penalty: 4378.351074
	Iteration 66Q: 3 clusters Score -794832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -794833.312500 Penalty: 4378.351074
	Iteration 67Q: 3 clusters Score -794833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -794833.312500 Penalty: 4378.351074
	Iteration 68F: 3 clusters Score -794833.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Entering Unmasked Estep 
Score: -2529074.000000 Penalty: 2468.518799
	Iteration 0F: 2 clusters Score -2529074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2514383.000000 Penalty: 4937.037598
	Iteration 0F: 3 clusters Score -2514383 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2519460.750000 Penalty: 4937.037598
	Iteration 1F: 3 clusters Score -2519461 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2519852.000000 Penalty: 4937.037598
	Iteration 2F: 3 clusters Score -2519852 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2520121.250000 Penalty: 4937.037598
	Iteration 3Q: 3 clusters Score -2520121 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2520336.250000 Penalty: 4937.037598
	Iteration 4Q: 3 clusters Score -2520336 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2520528.750000 Penalty: 4937.037598
	Iteration 5Q: 3 clusters Score -2520529 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2520756.750000 Penalty: 4937.037598
	Iteration 6Q: 3 clusters Score -2520757 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2521006.250000 Penalty: 4937.037598
	Iteration 7Q: 3 clusters Score -2521006 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2521286.000000 Penalty: 4937.037598
	Iteration 8Q: 3 clusters Score -2521286 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2521640.000000 Penalty: 4937.037598
	Iteration 9Q: 3 clusters Score -2521640 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2522115.250000 Penalty: 4937.037598
	Iteration 10Q: 3 clusters Score -2522115 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2522707.750000 Penalty: 4937.037598
	Iteration 11Q: 3 clusters Score -2522708 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2523376.750000 Penalty: 4937.037598
	Iteration 12Q: 3 clusters Score -2523377 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2524081.500000 Penalty: 4937.037598
	Iteration 13Q: 3 clusters Score -2524082 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2524685.250000 Penalty: 4937.037598
	Iteration 14Q: 3 clusters Score -2524685 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2525155.250000 Penalty: 4937.037598
	Iteration 15Q: 3 clusters Score -2525155 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2525522.750000 Penalty: 4937.037598
	Iteration 16Q: 3 clusters Score -2525523 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2525813.500000 Penalty: 4937.037598
	Iteration 17Q: 3 clusters Score -2525814 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2526015.250000 Penalty: 4937.037598
	Iteration 18Q: 3 clusters Score -2526015 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2526173.500000 Penalty: 4937.037598
	Iteration 19Q: 3 clusters Score -2526174 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2526300.000000 Penalty: 4937.037598
	Iteration 20F: 3 clusters Score -2526300 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2526413.250000 Penalty: 4937.037598
	Iteration 21Q: 3 clusters Score -2526413 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2526536.750000 Penalty: 4937.037598
	Iteration 22Q: 3 clusters Score -2526537 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2526638.000000 Penalty: 4937.037598
	Iteration 23Q: 3 clusters Score -2526638 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2526716.750000 Penalty: 4937.037598
	Iteration 24Q: 3 clusters Score -2526717 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2526798.250000 Penalty: 4937.037598
	Iteration 25Q: 3 clusters Score -2526798 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2526865.250000 Penalty: 4937.037598
	Iteration 26Q: 3 clusters Score -2526865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2526911.250000 Penalty: 4937.037598
	Iteration 27Q: 3 clusters Score -2526911 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2526945.250000 Penalty: 4937.037598
	Iteration 28Q: 3 clusters Score -2526945 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2526975.500000 Penalty: 4937.037598
	Iteration 29Q: 3 clusters Score -2526976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2527002.250000 Penalty: 4937.037598
	Iteration 30Q: 3 clusters Score -2527002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2527029.500000 Penalty: 4937.037598
	Iteration 31Q: 3 clusters Score -2527030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2527052.000000 Penalty: 4937.037598
	Iteration 32Q: 3 clusters Score -2527052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2527063.000000 Penalty: 4937.037598
	Iteration 33Q: 3 clusters Score -2527063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2527066.500000 Penalty: 4937.037598
	Iteration 34Q: 3 clusters Score -2527066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2527081.000000 Penalty: 4937.037598
	Iteration 35Q: 3 clusters Score -2527081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2527093.250000 Penalty: 4937.037598
	Iteration 36Q: 3 clusters Score -2527093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2527090.250000 Penalty: 4937.037598
	Iteration 37Q: 3 clusters Score -2527090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2527099.750000 Penalty: 4937.037598
	Iteration 38Q: 3 clusters Score -2527100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2527114.250000 Penalty: 4937.037598
	Iteration 39Q: 3 clusters Score -2527114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2527111.500000 Penalty: 4937.037598
	Iteration 40F: 3 clusters Score -2527112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2527118.750000 Penalty: 4937.037598
	Iteration 41Q: 3 clusters Score -2527119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2527123.750000 Penalty: 4937.037598
	Iteration 42Q: 3 clusters Score -2527124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2527131.500000 Penalty: 4937.037598
	Iteration 43Q: 3 clusters Score -2527132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2527137.500000 Penalty: 4937.037598
	Iteration 44Q: 3 clusters Score -2527138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2527140.250000 Penalty: 4937.037598
	Iteration 45Q: 3 clusters Score -2527140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2527139.500000 Penalty: 4937.037598
	Iteration 46Q: 3 clusters Score -2527140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2527142.750000 Penalty: 4937.037598
	Iteration 47Q: 3 clusters Score -2527143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2527149.250000 Penalty: 4937.037598
	Iteration 48Q: 3 clusters Score -2527149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2527150.500000 Penalty: 4937.037598
	Iteration 49Q: 3 clusters Score -2527150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2527157.500000 Penalty: 4937.037598
	Iteration 50Q: 3 clusters Score -2527158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2527158.250000 Penalty: 4937.037598
	Iteration 51Q: 3 clusters Score -2527158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2527166.000000 Penalty: 4937.037598
	Iteration 52Q: 3 clusters Score -2527166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2527168.750000 Penalty: 4937.037598
	Iteration 53Q: 3 clusters Score -2527169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2527174.750000 Penalty: 4937.037598
	Iteration 54Q: 3 clusters Score -2527175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2527172.250000 Penalty: 4937.037598
	Iteration 55Q: 3 clusters Score -2527172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2527179.750000 Penalty: 4937.037598
	Iteration 56Q: 3 clusters Score -2527180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2527180.000000 Penalty: 4937.037598
	Iteration 57Q: 3 clusters Score -2527180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2527183.500000 Penalty: 4937.037598
	Iteration 58Q: 3 clusters Score -2527184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2527181.750000 Penalty: 4937.037598
	Iteration 59Q: 3 clusters Score -2527182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2527184.500000 Penalty: 4937.037598
	Iteration 60F: 3 clusters Score -2527184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2527183.750000 Penalty: 4937.037598
	Iteration 61Q: 3 clusters Score -2527184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2527184.000000 Penalty: 4937.037598
	Iteration 62Q: 3 clusters Score -2527184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2527186.750000 Penalty: 4937.037598
	Iteration 63Q: 3 clusters Score -2527187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2527182.750000 Penalty: 4937.037598
	Iteration 64Q: 3 clusters Score -2527183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2527185.250000 Penalty: 4937.037598
	Iteration 65Q: 3 clusters Score -2527185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2527184.000000 Penalty: 4937.037598
	Iteration 66Q: 3 clusters Score -2527184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2527187.750000 Penalty: 4937.037598
	Iteration 67Q: 3 clusters Score -2527188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2527187.000000 Penalty: 4937.037598
	Iteration 68Q: 3 clusters Score -2527187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2527187.000000 Penalty: 4937.037598
	Iteration 69F: 3 clusters Score -2527187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184151 members 
Entering Unmasked Estep 
Score: -22766722.000000 Penalty: 3006.630859
	Iteration 0F: 2 clusters Score -2.276672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -22649812.000000 Penalty: 6013.261719
	Iteration 0F: 3 clusters Score -2.264981e+07 nChanged 88074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -22700884.000000 Penalty: 6013.261719
	Iteration 1F: 3 clusters Score -2.270088e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -22701878.000000 Penalty: 6013.261719
	Iteration 2Q: 3 clusters Score -2.270188e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -22703132.000000 Penalty: 6013.261719
	Iteration 3Q: 3 clusters Score -2.270313e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -22704584.000000 Penalty: 6013.261719
	Iteration 4Q: 3 clusters Score -2.270458e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -22706302.000000 Penalty: 6013.261719
	Iteration 5Q: 3 clusters Score -2.27063e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -22708904.000000 Penalty: 6013.261719
	Iteration 6Q: 3 clusters Score -2.27089e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -22712830.000000 Penalty: 6013.261719
	Iteration 7Q: 3 clusters Score -2.271283e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108717 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -22718734.000000 Penalty: 6013.261719
	Iteration 8F: 3 clusters Score -2.271873e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -22726418.000000 Penalty: 6013.261719
	Iteration 9F: 3 clusters Score -2.272642e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -22733744.000000 Penalty: 6013.261719
	Iteration 10F: 3 clusters Score -2.273374e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -22738184.000000 Penalty: 6013.261719
	Iteration 11Q: 3 clusters Score -2.273818e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122360 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -22739914.000000 Penalty: 6013.261719
	Iteration 12Q: 3 clusters Score -2.273991e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124644 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -22740744.000000 Penalty: 6013.261719
	Iteration 13Q: 3 clusters Score -2.274074e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127060 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -22741454.000000 Penalty: 6013.261719
	Iteration 14Q: 3 clusters Score -2.274145e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -22742016.000000 Penalty: 6013.261719
	Iteration 15Q: 3 clusters Score -2.274202e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132304 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -22742764.000000 Penalty: 6013.261719
	Iteration 16Q: 3 clusters Score -2.274276e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135199 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -22743582.000000 Penalty: 6013.261719
	Iteration 17Q: 3 clusters Score -2.274358e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -22744608.000000 Penalty: 6013.261719
	Iteration 18Q: 3 clusters Score -2.274461e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -22745786.000000 Penalty: 6013.261719
	Iteration 19Q: 3 clusters Score -2.274579e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -22747078.000000 Penalty: 6013.261719
	Iteration 20F: 3 clusters Score -2.274708e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -22748386.000000 Penalty: 6013.261719
	Iteration 21Q: 3 clusters Score -2.274839e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -22749928.000000 Penalty: 6013.261719
	Iteration 22Q: 3 clusters Score -2.274993e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155919 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -22751750.000000 Penalty: 6013.261719
	Iteration 23Q: 3 clusters Score -2.275175e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160183 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -22753758.000000 Penalty: 6013.261719
	Iteration 24Q: 3 clusters Score -2.275376e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -22755712.000000 Penalty: 6013.261719
	Iteration 25Q: 3 clusters Score -2.275571e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168749 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -22757852.000000 Penalty: 6013.261719
	Iteration 26Q: 3 clusters Score -2.275785e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -22759716.000000 Penalty: 6013.261719
	Iteration 27Q: 3 clusters Score -2.275972e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175895 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -22761402.000000 Penalty: 6013.261719
	Iteration 28Q: 3 clusters Score -2.27614e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178593 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -22762724.000000 Penalty: 6013.261719
	Iteration 29Q: 3 clusters Score -2.276272e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180519 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -22763800.000000 Penalty: 6013.261719
	Iteration 30Q: 3 clusters Score -2.27638e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181771 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -22764580.000000 Penalty: 6013.261719
	Iteration 31Q: 3 clusters Score -2.276458e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182416 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -22764990.000000 Penalty: 6013.261719
	Iteration 32Q: 3 clusters Score -2.276499e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -22765242.000000 Penalty: 6013.261719
	Iteration 33Q: 3 clusters Score -2.276524e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22765334.000000 Penalty: 6013.261719
	Iteration 34Q: 3 clusters Score -2.276533e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182995 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22765432.000000 Penalty: 6013.261719
	Iteration 35Q: 3 clusters Score -2.276543e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183057 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22765448.000000 Penalty: 6013.261719
	Iteration 36Q: 3 clusters Score -2.276545e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22765470.000000 Penalty: 6013.261719
	Iteration 37Q: 3 clusters Score -2.276547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -22765528.000000 Penalty: 6013.261719
	Iteration 38Q: 3 clusters Score -2.276553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183165 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22765534.000000 Penalty: 6013.261719
	Iteration 39Q: 3 clusters Score -2.276553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22765830.000000 Penalty: 6013.261719
	Iteration 40F: 3 clusters Score -2.276583e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22766056.000000 Penalty: 6013.261719
	Iteration 41Q: 3 clusters Score -2.276606e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183066 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -22766138.000000 Penalty: 6013.261719
	Iteration 42Q: 3 clusters Score -2.276614e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -22766228.000000 Penalty: 6013.261719
	Iteration 43Q: 3 clusters Score -2.276623e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22766308.000000 Penalty: 6013.261719
	Iteration 44Q: 3 clusters Score -2.276631e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183022 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -22766334.000000 Penalty: 6013.261719
	Iteration 45Q: 3 clusters Score -2.276633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22766316.000000 Penalty: 6013.261719
	Iteration 46Q: 3 clusters Score -2.276632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183036 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22766330.000000 Penalty: 6013.261719
	Iteration 47Q: 3 clusters Score -2.276633e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -22766316.000000 Penalty: 6013.261719
	Iteration 48Q: 3 clusters Score -2.276632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22766342.000000 Penalty: 6013.261719
	Iteration 49Q: 3 clusters Score -2.276634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183064 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22766362.000000 Penalty: 6013.261719
	Iteration 50Q: 3 clusters Score -2.276636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -22766342.000000 Penalty: 6013.261719
	Iteration 51Q: 3 clusters Score -2.276634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183077 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22766362.000000 Penalty: 6013.261719
	Iteration 52Q: 3 clusters Score -2.276636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22766354.000000 Penalty: 6013.261719
	Iteration 53Q: 3 clusters Score -2.276635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -22766354.000000 Penalty: 6013.261719
	Iteration 54Q: 3 clusters Score -2.276635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22766362.000000 Penalty: 6013.261719
	Iteration 55Q: 3 clusters Score -2.276636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22766450.000000 Penalty: 6013.261719
	Iteration 56F: 3 clusters Score -2.276645e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -22766472.000000 Penalty: 6013.261719
	Iteration 57Q: 3 clusters Score -2.276647e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22766468.000000 Penalty: 6013.261719
	Iteration 58Q: 3 clusters Score -2.276647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183009 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22766470.000000 Penalty: 6013.261719
	Iteration 59Q: 3 clusters Score -2.276647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182994 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -22766476.000000 Penalty: 6013.261719
	Iteration 60F: 3 clusters Score -2.276648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -22766476.000000 Penalty: 6013.261719
	Iteration 61Q: 3 clusters Score -2.276648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182984 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -22766496.000000 Penalty: 6013.261719
	Iteration 62Q: 3 clusters Score -2.27665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182986 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22766498.000000 Penalty: 6013.261719
	Iteration 63Q: 3 clusters Score -2.27665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182986 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22766498.000000 Penalty: 6013.261719
	Iteration 64Q: 3 clusters Score -2.27665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182983 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22766504.000000 Penalty: 6013.261719
	Iteration 65Q: 3 clusters Score -2.27665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22766506.000000 Penalty: 6013.261719
	Iteration 66Q: 3 clusters Score -2.276651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182987 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -22766512.000000 Penalty: 6013.261719
	Iteration 67Q: 3 clusters Score -2.276651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182990 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22766514.000000 Penalty: 6013.261719
	Iteration 68Q: 3 clusters Score -2.276651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -22766504.000000 Penalty: 6013.261719
	Iteration 69Q: 3 clusters Score -2.27665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22766518.000000 Penalty: 6013.261719
	Iteration 70Q: 3 clusters Score -2.276652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182992 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22766528.000000 Penalty: 6013.261719
	Iteration 71Q: 3 clusters Score -2.276653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182995 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22766518.000000 Penalty: 6013.261719
	Iteration 72Q: 3 clusters Score -2.276652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182997 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -22766520.000000 Penalty: 6013.261719
	Iteration 73Q: 3 clusters Score -2.276652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22766524.000000 Penalty: 6013.261719
	Iteration 74Q: 3 clusters Score -2.276652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182999 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22766524.000000 Penalty: 6013.261719
	Iteration 75F: 3 clusters Score -2.276652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Entering Unmasked Estep 
Score: -1572663.000000 Penalty: 2349.230713
	Iteration 0F: 2 clusters Score -1572663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1563105.625000 Penalty: 4698.461426
	Iteration 0F: 3 clusters Score -1563106 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1566364.125000 Penalty: 4698.461426
	Iteration 1F: 3 clusters Score -1566364 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1567054.125000 Penalty: 4698.461426
	Iteration 2F: 3 clusters Score -1567054 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1567683.250000 Penalty: 4698.461426
	Iteration 3F: 3 clusters Score -1567683 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1568222.250000 Penalty: 4698.461426
	Iteration 4F: 3 clusters Score -1568222 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1568669.250000 Penalty: 4698.461426
	Iteration 5F: 3 clusters Score -1568669 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1569070.375000 Penalty: 4698.461426
	Iteration 6F: 3 clusters Score -1569070 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1569390.375000 Penalty: 4698.461426
	Iteration 7Q: 3 clusters Score -1569390 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1569680.875000 Penalty: 4698.461426
	Iteration 8Q: 3 clusters Score -1569681 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1569910.750000 Penalty: 4698.461426
	Iteration 9Q: 3 clusters Score -1569911 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1570109.500000 Penalty: 4698.461426
	Iteration 10Q: 3 clusters Score -1570110 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1570297.375000 Penalty: 4698.461426
	Iteration 11Q: 3 clusters Score -1570297 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1570446.250000 Penalty: 4698.461426
	Iteration 12Q: 3 clusters Score -1570446 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1570587.250000 Penalty: 4698.461426
	Iteration 13Q: 3 clusters Score -1570587 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1570694.750000 Penalty: 4698.461426
	Iteration 14Q: 3 clusters Score -1570695 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1570793.250000 Penalty: 4698.461426
	Iteration 15Q: 3 clusters Score -1570793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1570865.125000 Penalty: 4698.461426
	Iteration 16Q: 3 clusters Score -1570865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1570905.625000 Penalty: 4698.461426
	Iteration 17Q: 3 clusters Score -1570906 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1570944.250000 Penalty: 4698.461426
	Iteration 18Q: 3 clusters Score -1570944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1570988.000000 Penalty: 4698.461426
	Iteration 19Q: 3 clusters Score -1570988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1571022.125000 Penalty: 4698.461426
	Iteration 20F: 3 clusters Score -1571022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1571049.625000 Penalty: 4698.461426
	Iteration 21Q: 3 clusters Score -1571050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1571074.250000 Penalty: 4698.461426
	Iteration 22Q: 3 clusters Score -1571074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1571113.000000 Penalty: 4698.461426
	Iteration 23Q: 3 clusters Score -1571113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1571140.500000 Penalty: 4698.461426
	Iteration 24Q: 3 clusters Score -1571140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1571155.500000 Penalty: 4698.461426
	Iteration 25Q: 3 clusters Score -1571156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1571165.375000 Penalty: 4698.461426
	Iteration 26Q: 3 clusters Score -1571165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1571171.250000 Penalty: 4698.461426
	Iteration 27Q: 3 clusters Score -1571171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1571174.375000 Penalty: 4698.461426
	Iteration 28Q: 3 clusters Score -1571174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1571177.625000 Penalty: 4698.461426
	Iteration 29Q: 3 clusters Score -1571178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1571182.625000 Penalty: 4698.461426
	Iteration 30Q: 3 clusters Score -1571183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1571184.875000 Penalty: 4698.461426
	Iteration 31Q: 3 clusters Score -1571185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1571191.375000 Penalty: 4698.461426
	Iteration 32Q: 3 clusters Score -1571191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1571205.375000 Penalty: 4698.461426
	Iteration 33Q: 3 clusters Score -1571205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1571212.875000 Penalty: 4698.461426
	Iteration 34Q: 3 clusters Score -1571213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1571219.875000 Penalty: 4698.461426
	Iteration 35Q: 3 clusters Score -1571220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1571230.125000 Penalty: 4698.461426
	Iteration 36Q: 3 clusters Score -1571230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1571239.625000 Penalty: 4698.461426
	Iteration 37Q: 3 clusters Score -1571240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1571245.625000 Penalty: 4698.461426
	Iteration 38Q: 3 clusters Score -1571246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1571252.500000 Penalty: 4698.461426
	Iteration 39Q: 3 clusters Score -1571252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1571261.125000 Penalty: 4698.461426
	Iteration 40F: 3 clusters Score -1571261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1571266.625000 Penalty: 4698.461426
	Iteration 41Q: 3 clusters Score -1571267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1571268.875000 Penalty: 4698.461426
	Iteration 42Q: 3 clusters Score -1571269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1571273.875000 Penalty: 4698.461426
	Iteration 43Q: 3 clusters Score -1571274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1571282.875000 Penalty: 4698.461426
	Iteration 44Q: 3 clusters Score -1571283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1571291.375000 Penalty: 4698.461426
	Iteration 45Q: 3 clusters Score -1571291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1571301.500000 Penalty: 4698.461426
	Iteration 46Q: 3 clusters Score -1571302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1571303.250000 Penalty: 4698.461426
	Iteration 47Q: 3 clusters Score -1571303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1571312.625000 Penalty: 4698.461426
	Iteration 48Q: 3 clusters Score -1571313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1571317.750000 Penalty: 4698.461426
	Iteration 49Q: 3 clusters Score -1571318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1571325.000000 Penalty: 4698.461426
	Iteration 50Q: 3 clusters Score -1571325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1571330.750000 Penalty: 4698.461426
	Iteration 51Q: 3 clusters Score -1571331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1571333.375000 Penalty: 4698.461426
	Iteration 52Q: 3 clusters Score -1571333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1571339.250000 Penalty: 4698.461426
	Iteration 53Q: 3 clusters Score -1571339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1571347.750000 Penalty: 4698.461426
	Iteration 54Q: 3 clusters Score -1571348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1571353.500000 Penalty: 4698.461426
	Iteration 55Q: 3 clusters Score -1571354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1571361.000000 Penalty: 4698.461426
	Iteration 56Q: 3 clusters Score -1571361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1571368.625000 Penalty: 4698.461426
	Iteration 57Q: 3 clusters Score -1571369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1571376.125000 Penalty: 4698.461426
	Iteration 58Q: 3 clusters Score -1571376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1571386.750000 Penalty: 4698.461426
	Iteration 59Q: 3 clusters Score -1571387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1571390.375000 Penalty: 4698.461426
	Iteration 60F: 3 clusters Score -1571390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1571398.500000 Penalty: 4698.461426
	Iteration 61Q: 3 clusters Score -1571398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1571403.625000 Penalty: 4698.461426
	Iteration 62Q: 3 clusters Score -1571404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1571413.500000 Penalty: 4698.461426
	Iteration 63Q: 3 clusters Score -1571414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1571418.000000 Penalty: 4698.461426
	Iteration 64Q: 3 clusters Score -1571418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1571422.750000 Penalty: 4698.461426
	Iteration 65Q: 3 clusters Score -1571423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1571431.250000 Penalty: 4698.461426
	Iteration 66Q: 3 clusters Score -1571431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1571434.250000 Penalty: 4698.461426
	Iteration 67Q: 3 clusters Score -1571434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1571439.625000 Penalty: 4698.461426
	Iteration 68Q: 3 clusters Score -1571440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1571441.375000 Penalty: 4698.461426
	Iteration 69Q: 3 clusters Score -1571441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1571442.500000 Penalty: 4698.461426
	Iteration 70Q: 3 clusters Score -1571442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1571444.000000 Penalty: 4698.461426
	Iteration 71Q: 3 clusters Score -1571444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1571444.750000 Penalty: 4698.461426
	Iteration 72Q: 3 clusters Score -1571445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1571446.250000 Penalty: 4698.461426
	Iteration 73Q: 3 clusters Score -1571446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1571447.875000 Penalty: 4698.461426
	Iteration 74Q: 3 clusters Score -1571448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1571446.625000 Penalty: 4698.461426
	Iteration 75Q: 3 clusters Score -1571447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1571446.875000 Penalty: 4698.461426
	Iteration 76Q: 3 clusters Score -1571447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1571447.125000 Penalty: 4698.461426
	Iteration 77Q: 3 clusters Score -1571447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1571449.000000 Penalty: 4698.461426
	Iteration 78Q: 3 clusters Score -1571449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1571449.000000 Penalty: 4698.461426
	Iteration 79F: 3 clusters Score -1571449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (227231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227231 members 
Entering Unmasked Estep 
Score: -27877512.000000 Penalty: 3058.763184
	Iteration 0F: 2 clusters Score -2.787751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113535 members 
Mstep: Class 2 contains 113696 members 
Entering Unmasked Estep 
Score: -27730702.000000 Penalty: 6117.526367
	Iteration 0F: 3 clusters Score -2.77307e+07 nChanged 109545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -27794472.000000 Penalty: 6117.526367
	Iteration 1F: 3 clusters Score -2.779447e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 116196 members 
Entering Unmasked Estep 
Score: -27795304.000000 Penalty: 6117.526367
	Iteration 2Q: 3 clusters Score -2.77953e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -27796298.000000 Penalty: 6117.526367
	Iteration 3Q: 3 clusters Score -2.77963e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108204 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -27797322.000000 Penalty: 6117.526367
	Iteration 4Q: 3 clusters Score -2.779732e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -27798636.000000 Penalty: 6117.526367
	Iteration 5Q: 3 clusters Score -2.779864e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 125121 members 
Entering Unmasked Estep 
Score: -27800826.000000 Penalty: 6117.526367
	Iteration 6Q: 3 clusters Score -2.780083e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -27804314.000000 Penalty: 6117.526367
	Iteration 7Q: 3 clusters Score -2.780431e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 137146 members 
Entering Unmasked Estep 
Score: -27810148.000000 Penalty: 6117.526367
	Iteration 8Q: 3 clusters Score -2.781015e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -27818890.000000 Penalty: 6117.526367
	Iteration 9F: 3 clusters Score -2.781889e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -27829602.000000 Penalty: 6117.526367
	Iteration 10F: 3 clusters Score -2.78296e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -27840586.000000 Penalty: 6117.526367
	Iteration 11F: 3 clusters Score -2.784059e+07 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -27848398.000000 Penalty: 6117.526367
	Iteration 12F: 3 clusters Score -2.78484e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 175657 members 
Entering Unmasked Estep 
Score: -27853184.000000 Penalty: 6117.526367
	Iteration 13Q: 3 clusters Score -2.785318e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -27855402.000000 Penalty: 6117.526367
	Iteration 14Q: 3 clusters Score -2.78554e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 182647 members 
Entering Unmasked Estep 
Score: -27856930.000000 Penalty: 6117.526367
	Iteration 15Q: 3 clusters Score -2.785693e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 185773 members 
Entering Unmasked Estep 
Score: -27858194.000000 Penalty: 6117.526367
	Iteration 16Q: 3 clusters Score -2.785819e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 188797 members 
Entering Unmasked Estep 
Score: -27859016.000000 Penalty: 6117.526367
	Iteration 17Q: 3 clusters Score -2.785902e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 191636 members 
Entering Unmasked Estep 
Score: -27859802.000000 Penalty: 6117.526367
	Iteration 18Q: 3 clusters Score -2.78598e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 194346 members 
Entering Unmasked Estep 
Score: -27860532.000000 Penalty: 6117.526367
	Iteration 19Q: 3 clusters Score -2.786053e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 196998 members 
Entering Unmasked Estep 
Score: -27861574.000000 Penalty: 6117.526367
	Iteration 20F: 3 clusters Score -2.786157e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 199489 members 
Entering Unmasked Estep 
Score: -27862232.000000 Penalty: 6117.526367
	Iteration 21Q: 3 clusters Score -2.786223e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 201833 members 
Entering Unmasked Estep 
Score: -27863038.000000 Penalty: 6117.526367
	Iteration 22Q: 3 clusters Score -2.786304e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 204117 members 
Entering Unmasked Estep 
Score: -27863754.000000 Penalty: 6117.526367
	Iteration 23Q: 3 clusters Score -2.786375e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 206276 members 
Entering Unmasked Estep 
Score: -27864506.000000 Penalty: 6117.526367
	Iteration 24Q: 3 clusters Score -2.786451e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 208348 members 
Entering Unmasked Estep 
Score: -27865270.000000 Penalty: 6117.526367
	Iteration 25Q: 3 clusters Score -2.786527e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 210294 members 
Entering Unmasked Estep 
Score: -27866046.000000 Penalty: 6117.526367
	Iteration 26Q: 3 clusters Score -2.786605e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 212072 members 
Entering Unmasked Estep 
Score: -27866788.000000 Penalty: 6117.526367
	Iteration 27Q: 3 clusters Score -2.786679e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 213750 members 
Entering Unmasked Estep 
Score: -27867496.000000 Penalty: 6117.526367
	Iteration 28Q: 3 clusters Score -2.78675e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 215264 members 
Entering Unmasked Estep 
Score: -27868256.000000 Penalty: 6117.526367
	Iteration 29Q: 3 clusters Score -2.786826e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 216674 members 
Entering Unmasked Estep 
Score: -27868870.000000 Penalty: 6117.526367
	Iteration 30Q: 3 clusters Score -2.786887e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 217881 members 
Entering Unmasked Estep 
Score: -27869392.000000 Penalty: 6117.526367
	Iteration 31Q: 3 clusters Score -2.786939e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 218888 members 
Entering Unmasked Estep 
Score: -27870034.000000 Penalty: 6117.526367
	Iteration 32Q: 3 clusters Score -2.787003e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 219776 members 
Entering Unmasked Estep 
Score: -27870506.000000 Penalty: 6117.526367
	Iteration 33Q: 3 clusters Score -2.787051e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 220609 members 
Entering Unmasked Estep 
Score: -27870906.000000 Penalty: 6117.526367
	Iteration 34Q: 3 clusters Score -2.787091e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 221366 members 
Entering Unmasked Estep 
Score: -27871294.000000 Penalty: 6117.526367
	Iteration 35Q: 3 clusters Score -2.787129e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 222034 members 
Entering Unmasked Estep 
Score: -27871742.000000 Penalty: 6117.526367
	Iteration 36Q: 3 clusters Score -2.787174e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 222609 members 
Entering Unmasked Estep 
Score: -27872086.000000 Penalty: 6117.526367
	Iteration 37Q: 3 clusters Score -2.787209e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 223089 members 
Entering Unmasked Estep 
Score: -27872374.000000 Penalty: 6117.526367
	Iteration 38Q: 3 clusters Score -2.787237e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 223460 members 
Entering Unmasked Estep 
Score: -27872668.000000 Penalty: 6117.526367
	Iteration 39Q: 3 clusters Score -2.787267e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 223772 members 
Entering Unmasked Estep 
Score: -27872868.000000 Penalty: 6117.526367
	Iteration 40F: 3 clusters Score -2.787287e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 224017 members 
Entering Unmasked Estep 
Score: -27873078.000000 Penalty: 6117.526367
	Iteration 41Q: 3 clusters Score -2.787308e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 224249 members 
Entering Unmasked Estep 
Score: -27873222.000000 Penalty: 6117.526367
	Iteration 42Q: 3 clusters Score -2.787322e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 224440 members 
Entering Unmasked Estep 
Score: -27873402.000000 Penalty: 6117.526367
	Iteration 43Q: 3 clusters Score -2.78734e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 224592 members 
Entering Unmasked Estep 
Score: -27873496.000000 Penalty: 6117.526367
	Iteration 44Q: 3 clusters Score -2.78735e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 224733 members 
Entering Unmasked Estep 
Score: -27873590.000000 Penalty: 6117.526367
	Iteration 45Q: 3 clusters Score -2.787359e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 224868 members 
Entering Unmasked Estep 
Score: -27873690.000000 Penalty: 6117.526367
	Iteration 46Q: 3 clusters Score -2.787369e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 224980 members 
Entering Unmasked Estep 
Score: -27873794.000000 Penalty: 6117.526367
	Iteration 47Q: 3 clusters Score -2.787379e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 225083 members 
Entering Unmasked Estep 
Score: -27873846.000000 Penalty: 6117.526367
	Iteration 48Q: 3 clusters Score -2.787385e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 225163 members 
Entering Unmasked Estep 
Score: -27873876.000000 Penalty: 6117.526367
	Iteration 49Q: 3 clusters Score -2.787388e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 225230 members 
Entering Unmasked Estep 
Score: -27873892.000000 Penalty: 6117.526367
	Iteration 50Q: 3 clusters Score -2.787389e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 225287 members 
Entering Unmasked Estep 
Score: -27873942.000000 Penalty: 6117.526367
	Iteration 51Q: 3 clusters Score -2.787394e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 225328 members 
Entering Unmasked Estep 
Score: -27873960.000000 Penalty: 6117.526367
	Iteration 52Q: 3 clusters Score -2.787396e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 225369 members 
Entering Unmasked Estep 
Score: -27874052.000000 Penalty: 6117.526367
	Iteration 53Q: 3 clusters Score -2.787405e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 225402 members 
Entering Unmasked Estep 
Score: -27874092.000000 Penalty: 6117.526367
	Iteration 54Q: 3 clusters Score -2.787409e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 225435 members 
Entering Unmasked Estep 
Score: -27874092.000000 Penalty: 6117.526367
	Iteration 55Q: 3 clusters Score -2.787409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 225463 members 
Entering Unmasked Estep 
Score: -27874088.000000 Penalty: 6117.526367
	Iteration 56Q: 3 clusters Score -2.787409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 225489 members 
Entering Unmasked Estep 
Score: -27874106.000000 Penalty: 6117.526367
	Iteration 57Q: 3 clusters Score -2.787411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 225522 members 
Entering Unmasked Estep 
Score: -27874136.000000 Penalty: 6117.526367
	Iteration 58Q: 3 clusters Score -2.787414e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 225545 members 
Entering Unmasked Estep 
Score: -27874166.000000 Penalty: 6117.526367
	Iteration 59Q: 3 clusters Score -2.787417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 225568 members 
Entering Unmasked Estep 
Score: -27874166.000000 Penalty: 6117.526367
	Iteration 60F: 3 clusters Score -2.787417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 225597 members 
Entering Unmasked Estep 
Score: -27874202.000000 Penalty: 6117.526367
	Iteration 61Q: 3 clusters Score -2.78742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 225621 members 
Entering Unmasked Estep 
Score: -27874212.000000 Penalty: 6117.526367
	Iteration 62Q: 3 clusters Score -2.787421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -27874218.000000 Penalty: 6117.526367
	Iteration 63Q: 3 clusters Score -2.787422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 225650 members 
Entering Unmasked Estep 
Score: -27874230.000000 Penalty: 6117.526367
	Iteration 64Q: 3 clusters Score -2.787423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 225666 members 
Entering Unmasked Estep 
Score: -27874244.000000 Penalty: 6117.526367
	Iteration 65Q: 3 clusters Score -2.787424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 225682 members 
Entering Unmasked Estep 
Score: -27874254.000000 Penalty: 6117.526367
	Iteration 66Q: 3 clusters Score -2.787425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 225692 members 
Entering Unmasked Estep 
Score: -27874270.000000 Penalty: 6117.526367
	Iteration 67Q: 3 clusters Score -2.787427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 225701 members 
Entering Unmasked Estep 
Score: -27874270.000000 Penalty: 6117.526367
	Iteration 68Q: 3 clusters Score -2.787427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 225715 members 
Entering Unmasked Estep 
Score: -27874280.000000 Penalty: 6117.526367
	Iteration 69Q: 3 clusters Score -2.787428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 225724 members 
Entering Unmasked Estep 
Score: -27874282.000000 Penalty: 6117.526367
	Iteration 70Q: 3 clusters Score -2.787428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 225734 members 
Entering Unmasked Estep 
Score: -27874290.000000 Penalty: 6117.526367
	Iteration 71Q: 3 clusters Score -2.787429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 225740 members 
Entering Unmasked Estep 
Score: -27874282.000000 Penalty: 6117.526367
	Iteration 72Q: 3 clusters Score -2.787428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -27874296.000000 Penalty: 6117.526367
	Iteration 73Q: 3 clusters Score -2.78743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -27874310.000000 Penalty: 6117.526367
	Iteration 74Q: 3 clusters Score -2.787431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 225748 members 
Entering Unmasked Estep 
Score: -27874326.000000 Penalty: 6117.526367
	Iteration 75Q: 3 clusters Score -2.787433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 225758 members 
Entering Unmasked Estep 
Score: -27874302.000000 Penalty: 6117.526367
	Iteration 76Q: 3 clusters Score -2.78743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 225768 members 
Entering Unmasked Estep 
Score: -27874298.000000 Penalty: 6117.526367
	Iteration 77Q: 3 clusters Score -2.78743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 225771 members 
Entering Unmasked Estep 
Score: -27874322.000000 Penalty: 6117.526367
	Iteration 78Q: 3 clusters Score -2.787432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 225773 members 
Entering Unmasked Estep 
Score: -27874310.000000 Penalty: 6117.526367
	Iteration 79Q: 3 clusters Score -2.787431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -27874314.000000 Penalty: 6117.526367
	Iteration 80F: 3 clusters Score -2.787431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 225785 members 
Entering Unmasked Estep 
Score: -27874324.000000 Penalty: 6117.526367
	Iteration 81Q: 3 clusters Score -2.787432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 225790 members 
Entering Unmasked Estep 
Score: -27874328.000000 Penalty: 6117.526367
	Iteration 82Q: 3 clusters Score -2.787433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 225796 members 
Entering Unmasked Estep 
Score: -27874326.000000 Penalty: 6117.526367
	Iteration 83Q: 3 clusters Score -2.787433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 225803 members 
Entering Unmasked Estep 
Score: -27874316.000000 Penalty: 6117.526367
	Iteration 84Q: 3 clusters Score -2.787432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 225810 members 
Entering Unmasked Estep 
Score: -27874342.000000 Penalty: 6117.526367
	Iteration 85Q: 3 clusters Score -2.787434e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 225819 members 
Entering Unmasked Estep 
Score: -27874330.000000 Penalty: 6117.526367
	Iteration 86Q: 3 clusters Score -2.787433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 225826 members 
Entering Unmasked Estep 
Score: -27874340.000000 Penalty: 6117.526367
	Iteration 87Q: 3 clusters Score -2.787434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 225837 members 
Entering Unmasked Estep 
Score: -27874336.000000 Penalty: 6117.526367
	Iteration 88Q: 3 clusters Score -2.787434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 225849 members 
Entering Unmasked Estep 
Score: -27874362.000000 Penalty: 6117.526367
	Iteration 89Q: 3 clusters Score -2.787436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 225860 members 
Entering Unmasked Estep 
Score: -27874368.000000 Penalty: 6117.526367
	Iteration 90Q: 3 clusters Score -2.787437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -27874358.000000 Penalty: 6117.526367
	Iteration 91Q: 3 clusters Score -2.787436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 225875 members 
Entering Unmasked Estep 
Score: -27874346.000000 Penalty: 6117.526367
	Iteration 92Q: 3 clusters Score -2.787435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 225881 members 
Entering Unmasked Estep 
Score: -27874352.000000 Penalty: 6117.526367
	Iteration 93Q: 3 clusters Score -2.787435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 225888 members 
Entering Unmasked Estep 
Score: -27874372.000000 Penalty: 6117.526367
	Iteration 94Q: 3 clusters Score -2.787437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 225891 members 
Entering Unmasked Estep 
Score: -27874390.000000 Penalty: 6117.526367
	Iteration 95Q: 3 clusters Score -2.787439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 225892 members 
Entering Unmasked Estep 
Score: -27874386.000000 Penalty: 6117.526367
	Iteration 96Q: 3 clusters Score -2.787439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 225893 members 
Entering Unmasked Estep 
Score: -27874382.000000 Penalty: 6117.526367
	Iteration 97Q: 3 clusters Score -2.787438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 225894 members 
Entering Unmasked Estep 
Score: -27874416.000000 Penalty: 6117.526367
	Iteration 98Q: 3 clusters Score -2.787442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 225894 members 
Entering Unmasked Estep 
Score: -27874416.000000 Penalty: 6117.526367
	Iteration 99F: 3 clusters Score -2.787442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -123169.601562 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -123169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121214.585938 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -121214.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121666.351562 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -121666.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121840.117188 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -121840.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -121994.695312 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -121994.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122198.671875 Penalty: 3510.020264
	Iteration 4F: 3 clusters Score -122198.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122417.085938 Penalty: 3510.020264
	Iteration 5F: 3 clusters Score -122417.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122570.242188 Penalty: 3510.020264
	Iteration 6F: 3 clusters Score -122570.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -122693.476562 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -122693.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122824.843750 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -122824.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122910.406250 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -122910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -122971.195312 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -122971.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -123002.132812 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -123002.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123015.421875 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -123015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123019.312500 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -123019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123023.851562 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -123023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123030.757812 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -123030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123033.312500 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -123033.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123036.867188 Penalty: 3510.020264
	Iteration 17F: 3 clusters Score -123036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123043.585938 Penalty: 3510.020264
	Iteration 18Q: 3 clusters Score -123043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -123054.132812 Penalty: 3510.020264
	Iteration 19Q: 3 clusters Score -123054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123060.421875 Penalty: 3510.020264
	Iteration 20F: 3 clusters Score -123060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123064.812500 Penalty: 3510.020264
	Iteration 21Q: 3 clusters Score -123064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123065.335938 Penalty: 3510.020264
	Iteration 22Q: 3 clusters Score -123065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123065.335938 Penalty: 3510.020264
	Iteration 23F: 3 clusters Score -123065.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198554 members 
Entering Unmasked Estep 
Score: -24287920.000000 Penalty: 3025.306396
	Iteration 0F: 2 clusters Score -2.428792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -24160566.000000 Penalty: 6050.612793
	Iteration 0F: 3 clusters Score -2.416057e+07 nChanged 95280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -24216968.000000 Penalty: 6050.612793
	Iteration 1F: 3 clusters Score -2.421697e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -24218632.000000 Penalty: 6050.612793
	Iteration 2Q: 3 clusters Score -2.421863e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -24220614.000000 Penalty: 6050.612793
	Iteration 3Q: 3 clusters Score -2.422061e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -24223538.000000 Penalty: 6050.612793
	Iteration 4Q: 3 clusters Score -2.422354e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 109820 members 
Entering Unmasked Estep 
Score: -24227996.000000 Penalty: 6050.612793
	Iteration 5Q: 3 clusters Score -2.4228e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 113530 members 
Entering Unmasked Estep 
Score: -24234962.000000 Penalty: 6050.612793
	Iteration 6F: 3 clusters Score -2.423496e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 117311 members 
Entering Unmasked Estep 
Score: -24244452.000000 Penalty: 6050.612793
	Iteration 7F: 3 clusters Score -2.424445e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -24253938.000000 Penalty: 6050.612793
	Iteration 8F: 3 clusters Score -2.425394e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -24259898.000000 Penalty: 6050.612793
	Iteration 9F: 3 clusters Score -2.42599e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 123116 members 
Entering Unmasked Estep 
Score: -24262146.000000 Penalty: 6050.612793
	Iteration 10Q: 3 clusters Score -2.426215e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -24262768.000000 Penalty: 6050.612793
	Iteration 11Q: 3 clusters Score -2.426277e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -24263102.000000 Penalty: 6050.612793
	Iteration 12Q: 3 clusters Score -2.42631e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -24263456.000000 Penalty: 6050.612793
	Iteration 13Q: 3 clusters Score -2.426346e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 128876 members 
Entering Unmasked Estep 
Score: -24263660.000000 Penalty: 6050.612793
	Iteration 14Q: 3 clusters Score -2.426366e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -24263914.000000 Penalty: 6050.612793
	Iteration 15Q: 3 clusters Score -2.426391e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -24264184.000000 Penalty: 6050.612793
	Iteration 16Q: 3 clusters Score -2.426418e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 134030 members 
Entering Unmasked Estep 
Score: -24264476.000000 Penalty: 6050.612793
	Iteration 17Q: 3 clusters Score -2.426448e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -24264776.000000 Penalty: 6050.612793
	Iteration 18Q: 3 clusters Score -2.426478e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -24265172.000000 Penalty: 6050.612793
	Iteration 19Q: 3 clusters Score -2.426517e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 140083 members 
Entering Unmasked Estep 
Score: -24265656.000000 Penalty: 6050.612793
	Iteration 20F: 3 clusters Score -2.426566e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -24266176.000000 Penalty: 6050.612793
	Iteration 21Q: 3 clusters Score -2.426618e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -24266594.000000 Penalty: 6050.612793
	Iteration 22Q: 3 clusters Score -2.426659e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -24267146.000000 Penalty: 6050.612793
	Iteration 23Q: 3 clusters Score -2.426715e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -24267838.000000 Penalty: 6050.612793
	Iteration 24Q: 3 clusters Score -2.426784e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -24268770.000000 Penalty: 6050.612793
	Iteration 25Q: 3 clusters Score -2.426877e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -24269692.000000 Penalty: 6050.612793
	Iteration 26Q: 3 clusters Score -2.426969e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 160415 members 
Entering Unmasked Estep 
Score: -24270640.000000 Penalty: 6050.612793
	Iteration 27Q: 3 clusters Score -2.427064e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 163873 members 
Entering Unmasked Estep 
Score: -24271584.000000 Penalty: 6050.612793
	Iteration 28Q: 3 clusters Score -2.427158e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 167413 members 
Entering Unmasked Estep 
Score: -24272828.000000 Penalty: 6050.612793
	Iteration 29Q: 3 clusters Score -2.427283e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 170965 members 
Entering Unmasked Estep 
Score: -24273916.000000 Penalty: 6050.612793
	Iteration 30Q: 3 clusters Score -2.427392e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -24275128.000000 Penalty: 6050.612793
	Iteration 31Q: 3 clusters Score -2.427513e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 177868 members 
Entering Unmasked Estep 
Score: -24276170.000000 Penalty: 6050.612793
	Iteration 32Q: 3 clusters Score -2.427617e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 181179 members 
Entering Unmasked Estep 
Score: -24277448.000000 Penalty: 6050.612793
	Iteration 33Q: 3 clusters Score -2.427745e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 184294 members 
Entering Unmasked Estep 
Score: -24278586.000000 Penalty: 6050.612793
	Iteration 34Q: 3 clusters Score -2.427859e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 187196 members 
Entering Unmasked Estep 
Score: -24279726.000000 Penalty: 6050.612793
	Iteration 35Q: 3 clusters Score -2.427973e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 189719 members 
Entering Unmasked Estep 
Score: -24280702.000000 Penalty: 6050.612793
	Iteration 36Q: 3 clusters Score -2.42807e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 191896 members 
Entering Unmasked Estep 
Score: -24281924.000000 Penalty: 6050.612793
	Iteration 37Q: 3 clusters Score -2.428192e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -24282760.000000 Penalty: 6050.612793
	Iteration 38Q: 3 clusters Score -2.428276e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -24283368.000000 Penalty: 6050.612793
	Iteration 39Q: 3 clusters Score -2.428337e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 195759 members 
Entering Unmasked Estep 
Score: -24283910.000000 Penalty: 6050.612793
	Iteration 40F: 3 clusters Score -2.428391e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 196401 members 
Entering Unmasked Estep 
Score: -24284322.000000 Penalty: 6050.612793
	Iteration 41Q: 3 clusters Score -2.428432e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 196844 members 
Entering Unmasked Estep 
Score: -24284532.000000 Penalty: 6050.612793
	Iteration 42Q: 3 clusters Score -2.428453e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 197148 members 
Entering Unmasked Estep 
Score: -24284692.000000 Penalty: 6050.612793
	Iteration 43Q: 3 clusters Score -2.428469e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 197356 members 
Entering Unmasked Estep 
Score: -24284824.000000 Penalty: 6050.612793
	Iteration 44Q: 3 clusters Score -2.428482e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 197488 members 
Entering Unmasked Estep 
Score: -24284902.000000 Penalty: 6050.612793
	Iteration 45Q: 3 clusters Score -2.42849e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 197591 members 
Entering Unmasked Estep 
Score: -24285002.000000 Penalty: 6050.612793
	Iteration 46Q: 3 clusters Score -2.4285e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197678 members 
Entering Unmasked Estep 
Score: -24285052.000000 Penalty: 6050.612793
	Iteration 47Q: 3 clusters Score -2.428505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -24285128.000000 Penalty: 6050.612793
	Iteration 48Q: 3 clusters Score -2.428513e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 197783 members 
Entering Unmasked Estep 
Score: -24285174.000000 Penalty: 6050.612793
	Iteration 49Q: 3 clusters Score -2.428517e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 197821 members 
Entering Unmasked Estep 
Score: -24285212.000000 Penalty: 6050.612793
	Iteration 50Q: 3 clusters Score -2.428521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 197855 members 
Entering Unmasked Estep 
Score: -24285220.000000 Penalty: 6050.612793
	Iteration 51Q: 3 clusters Score -2.428522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 197874 members 
Entering Unmasked Estep 
Score: -24285246.000000 Penalty: 6050.612793
	Iteration 52Q: 3 clusters Score -2.428525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 197889 members 
Entering Unmasked Estep 
Score: -24285248.000000 Penalty: 6050.612793
	Iteration 53Q: 3 clusters Score -2.428525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 197904 members 
Entering Unmasked Estep 
Score: -24285240.000000 Penalty: 6050.612793
	Iteration 54Q: 3 clusters Score -2.428524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 197913 members 
Entering Unmasked Estep 
Score: -24285252.000000 Penalty: 6050.612793
	Iteration 55Q: 3 clusters Score -2.428525e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 197927 members 
Entering Unmasked Estep 
Score: -24285248.000000 Penalty: 6050.612793
	Iteration 56Q: 3 clusters Score -2.428525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 197936 members 
Entering Unmasked Estep 
Score: -24285252.000000 Penalty: 6050.612793
	Iteration 57Q: 3 clusters Score -2.428525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 197936 members 
Entering Unmasked Estep 
Score: -24285236.000000 Penalty: 6050.612793
	Iteration 58Q: 3 clusters Score -2.428524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 197940 members 
Entering Unmasked Estep 
Score: -24285254.000000 Penalty: 6050.612793
	Iteration 59Q: 3 clusters Score -2.428525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 197942 members 
Entering Unmasked Estep 
Score: -24285244.000000 Penalty: 6050.612793
	Iteration 60F: 3 clusters Score -2.428524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 197945 members 
Entering Unmasked Estep 
Score: -24285250.000000 Penalty: 6050.612793
	Iteration 61Q: 3 clusters Score -2.428525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 197947 members 
Entering Unmasked Estep 
Score: -24285274.000000 Penalty: 6050.612793
	Iteration 62Q: 3 clusters Score -2.428527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 197948 members 
Entering Unmasked Estep 
Score: -24285280.000000 Penalty: 6050.612793
	Iteration 63Q: 3 clusters Score -2.428528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -24285280.000000 Penalty: 6050.612793
	Iteration 64Q: 3 clusters Score -2.428528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -24285280.000000 Penalty: 6050.612793
	Iteration 65F: 3 clusters Score -2.428528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Entering Unmasked Estep 
Score: -6295502.500000 Penalty: 2687.607422
	Iteration 0F: 2 clusters Score -6295502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -6261344.500000 Penalty: 5375.214844
	Iteration 0F: 3 clusters Score -6261344 nChanged 23408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -6274669.000000 Penalty: 5375.214844
	Iteration 1F: 3 clusters Score -6274669 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -6275567.000000 Penalty: 5375.214844
	Iteration 2Q: 3 clusters Score -6275567 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -6276637.500000 Penalty: 5375.214844
	Iteration 3Q: 3 clusters Score -6276638 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6277687.000000 Penalty: 5375.214844
	Iteration 4Q: 3 clusters Score -6277687 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -6278837.000000 Penalty: 5375.214844
	Iteration 5Q: 3 clusters Score -6278837 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6280106.500000 Penalty: 5375.214844
	Iteration 6Q: 3 clusters Score -6280106 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -6281398.000000 Penalty: 5375.214844
	Iteration 7Q: 3 clusters Score -6281398 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -6282731.000000 Penalty: 5375.214844
	Iteration 8Q: 3 clusters Score -6282731 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6284110.500000 Penalty: 5375.214844
	Iteration 9Q: 3 clusters Score -6284110 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -6285340.500000 Penalty: 5375.214844
	Iteration 10Q: 3 clusters Score -6285340 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -6286394.000000 Penalty: 5375.214844
	Iteration 11Q: 3 clusters Score -6286394 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -6287093.000000 Penalty: 5375.214844
	Iteration 12Q: 3 clusters Score -6287093 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -6287571.000000 Penalty: 5375.214844
	Iteration 13Q: 3 clusters Score -6287571 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -6287772.500000 Penalty: 5375.214844
	Iteration 14Q: 3 clusters Score -6287772 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -6287851.500000 Penalty: 5375.214844
	Iteration 15Q: 3 clusters Score -6287852 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -6287947.500000 Penalty: 5375.214844
	Iteration 16Q: 3 clusters Score -6287948 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6288012.500000 Penalty: 5375.214844
	Iteration 17Q: 3 clusters Score -6288012 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6288049.000000 Penalty: 5375.214844
	Iteration 18Q: 3 clusters Score -6288049 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6288105.000000 Penalty: 5375.214844
	Iteration 19Q: 3 clusters Score -6288105 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6288123 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6288180 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6288210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6288245 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6288281 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -6288290.000000 Penalty: 5375.214844
	Iteration 25Q: 3 clusters Score -6288290 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6288330 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -6288341.000000 Penalty: 5375.214844
	Iteration 27Q: 3 clusters Score -6288341 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -6288371.000000 Penalty: 5375.214844
	Iteration 28Q: 3 clusters Score -6288371 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -6288388.500000 Penalty: 5375.214844
	Iteration 29Q: 3 clusters Score -6288388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -6288403.500000 Penalty: 5375.214844
	Iteration 30Q: 3 clusters Score -6288404 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -6288401.500000 Penalty: 5375.214844
	Iteration 31Q: 3 clusters Score -6288402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -6288408.500000 Penalty: 5375.214844
	Iteration 32Q: 3 clusters Score -6288408 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -6288433.500000 Penalty: 5375.214844
	Iteration 33Q: 3 clusters Score -6288434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6288415 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6288426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6288414.000000 Penalty: 5375.214844
	Iteration 36Q: 3 clusters Score -6288414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6288430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6288436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -6288445.500000 Penalty: 5375.214844
	Iteration 39Q: 3 clusters Score -6288446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6288449.500000 Penalty: 5375.214844
	Iteration 40F: 3 clusters Score -6288450 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6288481.000000 Penalty: 5375.214844
	Iteration 41Q: 3 clusters Score -6288481 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6288502.500000 Penalty: 5375.214844
	Iteration 42Q: 3 clusters Score -6288502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6288536 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6288565 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6288569 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6288611 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6288636 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6288667 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6288680 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6288736 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6288768 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6288784 nChanged 234
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Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6288810 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6288824 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6288852 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6288887 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6288923 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6288958 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6288985 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6289026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6289042 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6289082 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6289112 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6289146 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6289184 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6289229 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6289313 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6289378 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6289444 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6289530 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6289617 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6289716 nChanged 487
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6289810 nChanged 493
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Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6289886 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6289977 nChanged 470
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Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6290076 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6290180 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6290318 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6290419 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6290578 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6290699 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6290825 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6290978 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6291117 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6291252 nChanged 560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6291432 nChanged 570
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6291618 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6291802 nChanged 511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6291958 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6292120 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6292254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6292430 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6292586 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5266 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6292725 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6292840 nChanged 331
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Mstep: Class 1 contains 4568 members 
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	Iteration 96Q: 3 clusters Score -6292939 nChanged 275
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6293030 nChanged 260
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Mstep: Class 1 contains 4033 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6293093 nChanged 243
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Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6293218 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6293297 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6293359 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6293405 nChanged 138
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Mstep: Class 1 contains 2910 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6293434 nChanged 130
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Mstep: Class 1 contains 2780 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6293478 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2660 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6293506 nChanged 124
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Mstep: Class 1 contains 2538 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6293557 nChanged 128
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6293597 nChanged 89
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6293604 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6293637 nChanged 83
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Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6293641 nChanged 76
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Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6293671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -6293694.500000 Penalty: 5375.214844
	Iteration 113Q: 3 clusters Score -6293694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6293713.000000 Penalty: 5375.214844
	Iteration 114Q: 3 clusters Score -6293713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -6293727.500000 Penalty: 5375.214844
	Iteration 115Q: 3 clusters Score -6293728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -6293734.500000 Penalty: 5375.214844
	Iteration 116Q: 3 clusters Score -6293734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -6293744.500000 Penalty: 5375.214844
	Iteration 117Q: 3 clusters Score -6293744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6293762.000000 Penalty: 5375.214844
	Iteration 118Q: 3 clusters Score -6293762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -6293792.000000 Penalty: 5375.214844
	Iteration 119Q: 3 clusters Score -6293792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -6293801.000000 Penalty: 5375.214844
	Iteration 120F: 3 clusters Score -6293801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6293798.000000 Penalty: 5375.214844
	Iteration 121Q: 3 clusters Score -6293798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -6293809.000000 Penalty: 5375.214844
	Iteration 122Q: 3 clusters Score -6293809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -6293826.500000 Penalty: 5375.214844
	Iteration 123Q: 3 clusters Score -6293826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -6293835.500000 Penalty: 5375.214844
	Iteration 124Q: 3 clusters Score -6293836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6293839.500000 Penalty: 5375.214844
	Iteration 125Q: 3 clusters Score -6293840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -6293844.000000 Penalty: 5375.214844
	Iteration 126Q: 3 clusters Score -6293844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -6293846.500000 Penalty: 5375.214844
	Iteration 127Q: 3 clusters Score -6293846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -6293839.500000 Penalty: 5375.214844
	Iteration 128Q: 3 clusters Score -6293840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -6293845.500000 Penalty: 5375.214844
	Iteration 129Q: 3 clusters Score -6293846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -6293847.500000 Penalty: 5375.214844
	Iteration 130Q: 3 clusters Score -6293848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -6293840.000000 Penalty: 5375.214844
	Iteration 131Q: 3 clusters Score -6293840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -6293848.500000 Penalty: 5375.214844
	Iteration 132Q: 3 clusters Score -6293848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6293848.000000 Penalty: 5375.214844
	Iteration 133Q: 3 clusters Score -6293848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -6293847.000000 Penalty: 5375.214844
	Iteration 134Q: 3 clusters Score -6293847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -6293846.000000 Penalty: 5375.214844
	Iteration 135Q: 3 clusters Score -6293846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -6293848.500000 Penalty: 5375.214844
	Iteration 136Q: 3 clusters Score -6293848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -6293850.500000 Penalty: 5375.214844
	Iteration 137Q: 3 clusters Score -6293850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -6293843.500000 Penalty: 5375.214844
	Iteration 138Q: 3 clusters Score -6293844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -6293851.000000 Penalty: 5375.214844
	Iteration 139Q: 3 clusters Score -6293851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6293850.500000 Penalty: 5375.214844
	Iteration 140F: 3 clusters Score -6293850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -6293844.000000 Penalty: 5375.214844
	Iteration 141Q: 3 clusters Score -6293844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -6293845.500000 Penalty: 5375.214844
	Iteration 142Q: 3 clusters Score -6293846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6293852.500000 Penalty: 5375.214844
	Iteration 143Q: 3 clusters Score -6293852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -6293853.000000 Penalty: 5375.214844
	Iteration 144Q: 3 clusters Score -6293853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -6293853.000000 Penalty: 5375.214844
	Iteration 145Q: 3 clusters Score -6293853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -6293851.000000 Penalty: 5375.214844
	Iteration 146Q: 3 clusters Score -6293851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -6293851.000000 Penalty: 5375.214844
	Iteration 147F: 3 clusters Score -6293851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Entering Unmasked Estep 
Score: -9516767.000000 Penalty: 2790.393555
	Iteration 0F: 2 clusters Score -9516767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -9465213.000000 Penalty: 5580.787109
	Iteration 0F: 3 clusters Score -9465213 nChanged 35938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -9485712.000000 Penalty: 5580.787109
	Iteration 1F: 3 clusters Score -9485712 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9486655.000000 Penalty: 5580.787109
	Iteration 2Q: 3 clusters Score -9486655 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -9487937.000000 Penalty: 5580.787109
	Iteration 3Q: 3 clusters Score -9487937 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -9489948.000000 Penalty: 5580.787109
	Iteration 4F: 3 clusters Score -9489948 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -9493393.000000 Penalty: 5580.787109
	Iteration 5F: 3 clusters Score -9493393 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -9498520.000000 Penalty: 5580.787109
	Iteration 6F: 3 clusters Score -9498520 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -9504499.000000 Penalty: 5580.787109
	Iteration 7F: 3 clusters Score -9504499 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -9509263.000000 Penalty: 5580.787109
	Iteration 8F: 3 clusters Score -9509263 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70839 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -9511924.000000 Penalty: 5580.787109
	Iteration 9Q: 3 clusters Score -9511924 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -9513318.000000 Penalty: 5580.787109
	Iteration 10Q: 3 clusters Score -9513318 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9514025.000000 Penalty: 5580.787109
	Iteration 11Q: 3 clusters Score -9514025 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9514354.000000 Penalty: 5580.787109
	Iteration 12Q: 3 clusters Score -9514354 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9514485.000000 Penalty: 5580.787109
	Iteration 13Q: 3 clusters Score -9514485 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9514612.000000 Penalty: 5580.787109
	Iteration 14Q: 3 clusters Score -9514612 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9514665.000000 Penalty: 5580.787109
	Iteration 15Q: 3 clusters Score -9514665 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9514715.000000 Penalty: 5580.787109
	Iteration 16Q: 3 clusters Score -9514715 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -9514768.000000 Penalty: 5580.787109
	Iteration 17Q: 3 clusters Score -9514768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9514786.000000 Penalty: 5580.787109
	Iteration 18Q: 3 clusters Score -9514786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9514828.000000 Penalty: 5580.787109
	Iteration 19Q: 3 clusters Score -9514828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74382 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9514832.000000 Penalty: 5580.787109
	Iteration 20F: 3 clusters Score -9514832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9514836.000000 Penalty: 5580.787109
	Iteration 21Q: 3 clusters Score -9514836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9514855.000000 Penalty: 5580.787109
	Iteration 22Q: 3 clusters Score -9514855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -9514856.000000 Penalty: 5580.787109
	Iteration 23Q: 3 clusters Score -9514856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9514881.000000 Penalty: 5580.787109
	Iteration 24Q: 3 clusters Score -9514881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9514874.000000 Penalty: 5580.787109
	Iteration 25Q: 3 clusters Score -9514874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74548 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9514872.000000 Penalty: 5580.787109
	Iteration 26Q: 3 clusters Score -9514872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9514874.000000 Penalty: 5580.787109
	Iteration 27Q: 3 clusters Score -9514874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9514881.000000 Penalty: 5580.787109
	Iteration 28Q: 3 clusters Score -9514881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -9514888.000000 Penalty: 5580.787109
	Iteration 29Q: 3 clusters Score -9514888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9514893.000000 Penalty: 5580.787109
	Iteration 30Q: 3 clusters Score -9514893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9514900.000000 Penalty: 5580.787109
	Iteration 31Q: 3 clusters Score -9514900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9514894.000000 Penalty: 5580.787109
	Iteration 32Q: 3 clusters Score -9514894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9514889.000000 Penalty: 5580.787109
	Iteration 33Q: 3 clusters Score -9514889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9514902.000000 Penalty: 5580.787109
	Iteration 34Q: 3 clusters Score -9514902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9514895.000000 Penalty: 5580.787109
	Iteration 35Q: 3 clusters Score -9514895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9514896.000000 Penalty: 5580.787109
	Iteration 36Q: 3 clusters Score -9514896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9514903.000000 Penalty: 5580.787109
	Iteration 37Q: 3 clusters Score -9514903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -9514904.000000 Penalty: 5580.787109
	Iteration 38Q: 3 clusters Score -9514904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9514909.000000 Penalty: 5580.787109
	Iteration 39Q: 3 clusters Score -9514909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -9514907.000000 Penalty: 5580.787109
	Iteration 40F: 3 clusters Score -9514907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9514901.000000 Penalty: 5580.787109
	Iteration 41Q: 3 clusters Score -9514901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9514897.000000 Penalty: 5580.787109
	Iteration 42Q: 3 clusters Score -9514897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9514891.000000 Penalty: 5580.787109
	Iteration 43Q: 3 clusters Score -9514891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9514891.000000 Penalty: 5580.787109
	Iteration 44Q: 3 clusters Score -9514891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9514899.000000 Penalty: 5580.787109
	Iteration 45Q: 3 clusters Score -9514899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9514915.000000 Penalty: 5580.787109
	Iteration 46Q: 3 clusters Score -9514915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9514907.000000 Penalty: 5580.787109
	Iteration 47Q: 3 clusters Score -9514907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9514913.000000 Penalty: 5580.787109
	Iteration 48Q: 3 clusters Score -9514913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9514914.000000 Penalty: 5580.787109
	Iteration 49Q: 3 clusters Score -9514914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9514915.000000 Penalty: 5580.787109
	Iteration 50Q: 3 clusters Score -9514915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9514914.000000 Penalty: 5580.787109
	Iteration 51Q: 3 clusters Score -9514914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9514913.000000 Penalty: 5580.787109
	Iteration 52Q: 3 clusters Score -9514913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9514911.000000 Penalty: 5580.787109
	Iteration 53Q: 3 clusters Score -9514911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9514904.000000 Penalty: 5580.787109
	Iteration 54Q: 3 clusters Score -9514904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9514906.000000 Penalty: 5580.787109
	Iteration 55Q: 3 clusters Score -9514906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9514900.000000 Penalty: 5580.787109
	Iteration 56Q: 3 clusters Score -9514900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74802 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9514906.000000 Penalty: 5580.787109
	Iteration 57Q: 3 clusters Score -9514906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9514908.000000 Penalty: 5580.787109
	Iteration 58Q: 3 clusters Score -9514908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9514909.000000 Penalty: 5580.787109
	Iteration 59Q: 3 clusters Score -9514909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9514909.000000 Penalty: 5580.787109
	Iteration 60F: 3 clusters Score -9514909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -9514904.000000 Penalty: 5580.787109
	Iteration 61Q: 3 clusters Score -9514904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9514903.000000 Penalty: 5580.787109
	Iteration 62Q: 3 clusters Score -9514903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9514909.000000 Penalty: 5580.787109
	Iteration 63Q: 3 clusters Score -9514909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9514909.000000 Penalty: 5580.787109
	Iteration 64F: 3 clusters Score -9514909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179757 members 
Mstep: Class 2 contains 173837 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 17336 members 
Mstep: Class 5 contains 147385 members 
Mstep: Class 6 contains 196784 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 4797 members 
Mstep: Class 9 contains 84073 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 21030 members 
Mstep: Class 16 contains 184151 members 
Mstep: Class 17 contains 13000 members 
Mstep: Class 18 contains 227231 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 198554 members 
Mstep: Class 21 contains 50875 members 
Mstep: Class 22 contains 77002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664576.000000 Penalty: 77982.101562
Iteration 119Q: 23 clusters Score -1.946646e+08 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179762 members 
Mstep: Class 2 contains 173745 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 17313 members 
Mstep: Class 5 contains 147095 members 
Mstep: Class 6 contains 196924 members 
Mstep: Class 7 contains 8315 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 84084 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 21193 members 
Mstep: Class 16 contains 184186 members 
Mstep: Class 17 contains 12997 members 
Mstep: Class 18 contains 226968 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 198854 members 
Mstep: Class 21 contains 50866 members 
Mstep: Class 22 contains 76993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664368.000000 Penalty: 77982.101562
Iteration 120F: 23 clusters Score -1.946644e+08 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179789 members 
Mstep: Class 2 contains 173735 members 
Mstep: Class 3 contains 1506 members 
Mstep: Class 4 contains 17291 members 
Mstep: Class 5 contains 146797 members 
Mstep: Class 6 contains 196997 members 
Mstep: Class 7 contains 8340 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 84135 members 
Mstep: Class 10 contains 6959 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 3317 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 21345 members 
Mstep: Class 16 contains 184224 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 226729 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 199093 members 
Mstep: Class 21 contains 50843 members 
Mstep: Class 22 contains 76982 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 23 clusters Score -1.946642e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179809 members 
Mstep: Class 2 contains 173707 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 17265 members 
Mstep: Class 5 contains 146563 members 
Mstep: Class 6 contains 197071 members 
Mstep: Class 7 contains 8366 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84179 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 3314 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 21503 members 
Mstep: Class 16 contains 184294 members 
Mstep: Class 17 contains 12976 members 
Mstep: Class 18 contains 226466 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 199317 members 
Mstep: Class 21 contains 50831 members 
Mstep: Class 22 contains 76946 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 23 clusters Score -1.946641e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179831 members 
Mstep: Class 2 contains 173695 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 17251 members 
Mstep: Class 5 contains 146330 members 
Mstep: Class 6 contains 197124 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84217 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 21663 members 
Mstep: Class 16 contains 184325 members 
Mstep: Class 17 contains 12957 members 
Mstep: Class 18 contains 226250 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 199526 members 
Mstep: Class 21 contains 50807 members 
Mstep: Class 22 contains 76907 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.94664e+08 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179833 members 
Mstep: Class 2 contains 173646 members 
Mstep: Class 3 contains 1512 members 
Mstep: Class 4 contains 17253 members 
Mstep: Class 5 contains 146139 members 
Mstep: Class 6 contains 197195 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84239 members 
Mstep: Class 10 contains 7029 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6618 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 21805 members 
Mstep: Class 16 contains 184347 members 
Mstep: Class 17 contains 12941 members 
Mstep: Class 18 contains 226017 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 199806 members 
Mstep: Class 21 contains 50764 members 
Mstep: Class 22 contains 76857 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 23 clusters Score -1.946643e+08 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 173573 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 17256 members 
Mstep: Class 5 contains 145938 members 
Mstep: Class 6 contains 197259 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84270 members 
Mstep: Class 10 contains 7062 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6616 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 21917 members 
Mstep: Class 16 contains 184379 members 
Mstep: Class 17 contains 12916 members 
Mstep: Class 18 contains 225832 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 200009 members 
Mstep: Class 21 contains 50745 members 
Mstep: Class 22 contains 76807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663840.000000 Penalty: 77982.101562
Iteration 125Q: 23 clusters Score -1.946638e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179919 members 
Mstep: Class 2 contains 173529 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 17239 members 
Mstep: Class 5 contains 145742 members 
Mstep: Class 6 contains 197341 members 
Mstep: Class 7 contains 8471 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84280 members 
Mstep: Class 10 contains 7101 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6611 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 22036 members 
Mstep: Class 16 contains 184369 members 
Mstep: Class 17 contains 12899 members 
Mstep: Class 18 contains 225696 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 200214 members 
Mstep: Class 21 contains 50715 members 
Mstep: Class 22 contains 76752 members 
Entering Unmasked Estep 
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Score: -194663520.000000 Penalty: 77982.101562
Iteration 126Q: 23 clusters Score -1.946635e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179978 members 
Mstep: Class 2 contains 173497 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 17240 members 
Mstep: Class 5 contains 145569 members 
Mstep: Class 6 contains 197393 members 
Mstep: Class 7 contains 8498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 84263 members 
Mstep: Class 10 contains 7138 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 6809 members 
Mstep: Class 15 contains 22152 members 
Mstep: Class 16 contains 184386 members 
Mstep: Class 17 contains 12883 members 
Mstep: Class 18 contains 225541 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 200424 members 
Mstep: Class 21 contains 50663 members 
Mstep: Class 22 contains 76701 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.946636e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179986 members 
Mstep: Class 2 contains 173459 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 17234 members 
Mstep: Class 5 contains 145411 members 
Mstep: Class 6 contains 197436 members 
Mstep: Class 7 contains 8531 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84272 members 
Mstep: Class 10 contains 7187 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 16 contains 184417 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 225428 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 200571 members 
Mstep: Class 21 contains 50636 members 
Mstep: Class 22 contains 76651 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.946639e+08 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179988 members 
Mstep: Class 2 contains 173442 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 17222 members 
Mstep: Class 5 contains 145228 members 
Mstep: Class 6 contains 197476 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 84263 members 
Mstep: Class 10 contains 7206 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6561 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 22361 members 
Mstep: Class 16 contains 184427 members 
Mstep: Class 17 contains 12860 members 
Mstep: Class 18 contains 225465 members 
Mstep: Class 19 contains 1182 members 
Mstep: Class 20 contains 200644 members 
Mstep: Class 21 contains 50612 members 
Mstep: Class 22 contains 76615 members 
Entering Unmasked Estep 
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Score: -194663936.000000 Penalty: 77982.101562
Iteration 129Q: 23 clusters Score -1.946639e+08 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180034 members 
Mstep: Class 2 contains 173415 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 17201 members 
Mstep: Class 5 contains 145064 members 
Mstep: Class 6 contains 197511 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 84254 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 22418 members 
Mstep: Class 16 contains 184442 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 225466 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200744 members 
Mstep: Class 21 contains 50610 members 
Mstep: Class 22 contains 76557 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.946631e+08 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180092 members 
Mstep: Class 2 contains 173358 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 17190 members 
Mstep: Class 5 contains 144946 members 
Mstep: Class 6 contains 197564 members 
Mstep: Class 7 contains 8605 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 84233 members 
Mstep: Class 10 contains 7289 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 22454 members 
Mstep: Class 16 contains 184457 members 
Mstep: Class 17 contains 12848 members 
Mstep: Class 18 contains 225471 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 200817 members 
Mstep: Class 21 contains 50582 members 
Mstep: Class 22 contains 76508 members 
Entering Unmasked Estep 
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Score: -194662992.000000 Penalty: 77982.101562
Iteration 131Q: 23 clusters Score -1.94663e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180169 members 
Mstep: Class 2 contains 173282 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 17172 members 
Mstep: Class 5 contains 144817 members 
Mstep: Class 6 contains 197645 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 84225 members 
Mstep: Class 10 contains 7333 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 22487 members 
Mstep: Class 16 contains 184504 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 225442 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 200894 members 
Mstep: Class 21 contains 50555 members 
Mstep: Class 22 contains 76450 members 
Entering Unmasked Estep 
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Score: -194663216.000000 Penalty: 77982.101562
Iteration 132Q: 23 clusters Score -1.946632e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180219 members 
Mstep: Class 2 contains 173213 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 17147 members 
Mstep: Class 5 contains 144673 members 
Mstep: Class 6 contains 197728 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 7372 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 22543 members 
Mstep: Class 16 contains 184538 members 
Mstep: Class 17 contains 12845 members 
Mstep: Class 18 contains 225489 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 200929 members 
Mstep: Class 21 contains 50534 members 
Mstep: Class 22 contains 76374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663024.000000 Penalty: 77982.101562
Iteration 133Q: 23 clusters Score -1.94663e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180277 members 
Mstep: Class 2 contains 173118 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 17112 members 
Mstep: Class 5 contains 144526 members 
Mstep: Class 6 contains 197798 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 84228 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 22579 members 
Mstep: Class 16 contains 184640 members 
Mstep: Class 17 contains 12841 members 
Mstep: Class 18 contains 225528 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200958 members 
Mstep: Class 21 contains 50515 members 
Mstep: Class 22 contains 76314 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.946624e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180367 members 
Mstep: Class 2 contains 173035 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 17085 members 
Mstep: Class 5 contains 144395 members 
Mstep: Class 6 contains 197864 members 
Mstep: Class 7 contains 8653 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 84233 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6458 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 22629 members 
Mstep: Class 16 contains 184707 members 
Mstep: Class 17 contains 12833 members 
Mstep: Class 18 contains 225601 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200894 members 
Mstep: Class 21 contains 50504 members 
Mstep: Class 22 contains 76263 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.946627e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180472 members 
Mstep: Class 2 contains 172972 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 17033 members 
Mstep: Class 5 contains 144245 members 
Mstep: Class 6 contains 197919 members 
Mstep: Class 7 contains 8663 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 84232 members 
Mstep: Class 10 contains 7474 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 22669 members 
Mstep: Class 16 contains 184739 members 
Mstep: Class 17 contains 12823 members 
Mstep: Class 18 contains 225668 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200891 members 
Mstep: Class 21 contains 50476 members 
Mstep: Class 22 contains 76225 members 
Entering Unmasked Estep 
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Score: -194662832.000000 Penalty: 77982.101562
Iteration 136Q: 23 clusters Score -1.946628e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180550 members 
Mstep: Class 2 contains 172901 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 16968 members 
Mstep: Class 5 contains 144144 members 
Mstep: Class 6 contains 198007 members 
Mstep: Class 7 contains 8680 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 84211 members 
Mstep: Class 10 contains 7520 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6444 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 22693 members 
Mstep: Class 16 contains 184775 members 
Mstep: Class 17 contains 12801 members 
Mstep: Class 18 contains 225769 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200848 members 
Mstep: Class 21 contains 50446 members 
Mstep: Class 22 contains 76191 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.94663e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180670 members 
Mstep: Class 2 contains 172808 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 16913 members 
Mstep: Class 5 contains 144065 members 
Mstep: Class 6 contains 198121 members 
Mstep: Class 7 contains 8690 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 84195 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6442 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 22716 members 
Mstep: Class 16 contains 184831 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 225812 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200748 members 
Mstep: Class 21 contains 50418 members 
Mstep: Class 22 contains 76175 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.946632e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180786 members 
Mstep: Class 2 contains 172727 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 16874 members 
Mstep: Class 5 contains 143932 members 
Mstep: Class 6 contains 198218 members 
Mstep: Class 7 contains 8696 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 84184 members 
Mstep: Class 10 contains 7611 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 3272 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 22737 members 
Mstep: Class 16 contains 184930 members 
Mstep: Class 17 contains 12756 members 
Mstep: Class 18 contains 225875 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 200668 members 
Mstep: Class 21 contains 50381 members 
Mstep: Class 22 contains 76147 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.94663e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 172663 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 16838 members 
Mstep: Class 5 contains 143780 members 
Mstep: Class 6 contains 198328 members 
Mstep: Class 7 contains 8700 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 84180 members 
Mstep: Class 10 contains 7646 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 22750 members 
Mstep: Class 16 contains 184992 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 225898 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200658 members 
Mstep: Class 21 contains 50378 members 
Mstep: Class 22 contains 76117 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.946629e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 172660 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16818 members 
Mstep: Class 5 contains 143641 members 
Mstep: Class 6 contains 198385 members 
Mstep: Class 7 contains 8705 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 84186 members 
Mstep: Class 10 contains 7711 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 22758 members 
Mstep: Class 16 contains 185025 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 225960 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200608 members 
Mstep: Class 21 contains 50373 members 
Mstep: Class 22 contains 76070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663120.000000 Penalty: 77982.101562
Iteration 141Q: 23 clusters Score -1.946631e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180925 members 
Mstep: Class 2 contains 172665 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16777 members 
Mstep: Class 5 contains 143509 members 
Mstep: Class 6 contains 198413 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 84160 members 
Mstep: Class 10 contains 7757 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 22768 members 
Mstep: Class 16 contains 185081 members 
Mstep: Class 17 contains 12714 members 
Mstep: Class 18 contains 226090 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200583 members 
Mstep: Class 21 contains 50354 members 
Mstep: Class 22 contains 76020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662368.000000 Penalty: 77982.101562
Iteration 142Q: 23 clusters Score -1.946624e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180946 members 
Mstep: Class 2 contains 172700 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16732 members 
Mstep: Class 5 contains 143384 members 
Mstep: Class 6 contains 198394 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 84156 members 
Mstep: Class 10 contains 7832 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6396 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 22793 members 
Mstep: Class 16 contains 185102 members 
Mstep: Class 17 contains 12706 members 
Mstep: Class 18 contains 226210 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200565 members 
Mstep: Class 21 contains 50338 members 
Mstep: Class 22 contains 75973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662560.000000 Penalty: 77982.101562
Iteration 143Q: 23 clusters Score -1.946626e+08 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180970 members 
Mstep: Class 2 contains 172752 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16710 members 
Mstep: Class 5 contains 143274 members 
Mstep: Class 6 contains 198401 members 
Mstep: Class 7 contains 8717 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 84139 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6383 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22818 members 
Mstep: Class 16 contains 185121 members 
Mstep: Class 17 contains 12702 members 
Mstep: Class 18 contains 226323 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200503 members 
Mstep: Class 21 contains 50327 members 
Mstep: Class 22 contains 75930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662928.000000 Penalty: 77982.101562
Iteration 144Q: 23 clusters Score -1.946629e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 172832 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16688 members 
Mstep: Class 5 contains 143151 members 
Mstep: Class 6 contains 198410 members 
Mstep: Class 7 contains 8725 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 84148 members 
Mstep: Class 10 contains 7908 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6371 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22824 members 
Mstep: Class 16 contains 185140 members 
Mstep: Class 17 contains 12695 members 
Mstep: Class 18 contains 226396 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200438 members 
Mstep: Class 21 contains 50336 members 
Mstep: Class 22 contains 75909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663296.000000 Penalty: 77982.101562
Iteration 145Q: 23 clusters Score -1.946633e+08 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180968 members 
Mstep: Class 2 contains 172868 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16657 members 
Mstep: Class 5 contains 143027 members 
Mstep: Class 6 contains 198466 members 
Mstep: Class 7 contains 8731 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 84136 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 22842 members 
Mstep: Class 16 contains 185131 members 
Mstep: Class 17 contains 12691 members 
Mstep: Class 18 contains 226536 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200352 members 
Mstep: Class 21 contains 50343 members 
Mstep: Class 22 contains 75897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663472.000000 Penalty: 77982.101562
Iteration 146Q: 23 clusters Score -1.946635e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180943 members 
Mstep: Class 2 contains 172872 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 16653 members 
Mstep: Class 5 contains 142903 members 
Mstep: Class 6 contains 198469 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 84107 members 
Mstep: Class 10 contains 7990 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 22873 members 
Mstep: Class 16 contains 185116 members 
Mstep: Class 17 contains 12680 members 
Mstep: Class 18 contains 226614 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200416 members 
Mstep: Class 21 contains 50344 members 
Mstep: Class 22 contains 75892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663600.000000 Penalty: 77982.101562
Iteration 147Q: 23 clusters Score -1.946636e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180931 members 
Mstep: Class 2 contains 172898 members 
Mstep: Class 3 contains 1521 members 
Mstep: Class 4 contains 16643 members 
Mstep: Class 5 contains 142762 members 
Mstep: Class 6 contains 198459 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 84077 members 
Mstep: Class 10 contains 8017 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6325 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 22893 members 
Mstep: Class 16 contains 185149 members 
Mstep: Class 17 contains 12671 members 
Mstep: Class 18 contains 226660 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200515 members 
Mstep: Class 21 contains 50329 members 
Mstep: Class 22 contains 75876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663552.000000 Penalty: 77982.101562
Iteration 148Q: 23 clusters Score -1.946636e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180876 members 
Mstep: Class 2 contains 172934 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16628 members 
Mstep: Class 5 contains 142638 members 
Mstep: Class 6 contains 198450 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 84049 members 
Mstep: Class 10 contains 8052 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6313 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 22905 members 
Mstep: Class 16 contains 185186 members 
Mstep: Class 17 contains 12666 members 
Mstep: Class 18 contains 226703 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200619 members 
Mstep: Class 21 contains 50317 members 
Mstep: Class 22 contains 75870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663424.000000 Penalty: 77982.101562
Iteration 149Q: 23 clusters Score -1.946634e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180832 members 
Mstep: Class 2 contains 172945 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 142528 members 
Mstep: Class 6 contains 198439 members 
Mstep: Class 7 contains 8735 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 84037 members 
Mstep: Class 10 contains 8074 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6296 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 22915 members 
Mstep: Class 16 contains 185166 members 
Mstep: Class 17 contains 12662 members 
Mstep: Class 18 contains 226778 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200747 members 
Mstep: Class 21 contains 50321 members 
Mstep: Class 22 contains 75869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663520.000000 Penalty: 77982.101562
Iteration 150Q: 23 clusters Score -1.946635e+08 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180767 members 
Mstep: Class 2 contains 172922 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 16595 members 
Mstep: Class 5 contains 142441 members 
Mstep: Class 6 contains 198449 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 84014 members 
Mstep: Class 10 contains 8118 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6267 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 22933 members 
Mstep: Class 16 contains 185173 members 
Mstep: Class 17 contains 12658 members 
Mstep: Class 18 contains 226802 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 200873 members 
Mstep: Class 21 contains 50333 members 
Mstep: Class 22 contains 75870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663072.000000 Penalty: 77982.101562
Iteration 151Q: 23 clusters Score -1.946631e+08 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180741 members 
Mstep: Class 2 contains 172890 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 16585 members 
Mstep: Class 5 contains 142388 members 
Mstep: Class 6 contains 198416 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 83972 members 
Mstep: Class 10 contains 8148 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 22927 members 
Mstep: Class 16 contains 185140 members 
Mstep: Class 17 contains 12659 members 
Mstep: Class 18 contains 226870 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 201016 members 
Mstep: Class 21 contains 50338 members 
Mstep: Class 22 contains 75877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663200.000000 Penalty: 77982.101562
Iteration 152Q: 23 clusters Score -1.946632e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180675 members 
Mstep: Class 2 contains 172844 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16557 members 
Mstep: Class 5 contains 142366 members 
Mstep: Class 6 contains 198409 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 83934 members 
Mstep: Class 10 contains 8191 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 22910 members 
Mstep: Class 16 contains 185106 members 
Mstep: Class 17 contains 12665 members 
Mstep: Class 18 contains 226867 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 201225 members 
Mstep: Class 21 contains 50329 members 
Mstep: Class 22 contains 75902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663248.000000 Penalty: 77982.101562
Iteration 153Q: 23 clusters Score -1.946632e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180635 members 
Mstep: Class 2 contains 172760 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16543 members 
Mstep: Class 5 contains 142311 members 
Mstep: Class 6 contains 198430 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 83916 members 
Mstep: Class 10 contains 8215 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 22876 members 
Mstep: Class 16 contains 185075 members 
Mstep: Class 17 contains 12669 members 
Mstep: Class 18 contains 226856 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 201438 members 
Mstep: Class 21 contains 50318 members 
Mstep: Class 22 contains 75948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663392.000000 Penalty: 77982.101562
Iteration 154Q: 23 clusters Score -1.946634e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 172706 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16529 members 
Mstep: Class 5 contains 142236 members 
Mstep: Class 6 contains 198419 members 
Mstep: Class 7 contains 8732 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 83884 members 
Mstep: Class 10 contains 8231 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6219 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 22859 members 
Mstep: Class 16 contains 185046 members 
Mstep: Class 17 contains 12666 members 
Mstep: Class 18 contains 226884 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 201642 members 
Mstep: Class 21 contains 50314 members 
Mstep: Class 22 contains 75981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662912.000000 Penalty: 77982.101562
Iteration 155Q: 23 clusters Score -1.946629e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180567 members 
Mstep: Class 2 contains 172638 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 142147 members 
Mstep: Class 6 contains 198388 members 
Mstep: Class 7 contains 8731 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 83833 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22838 members 
Mstep: Class 16 contains 185019 members 
Mstep: Class 17 contains 12673 members 
Mstep: Class 18 contains 226914 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 201877 members 
Mstep: Class 21 contains 50315 members 
Mstep: Class 22 contains 76044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662720.000000 Penalty: 77982.101562
Iteration 156Q: 23 clusters Score -1.946627e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180546 members 
Mstep: Class 2 contains 172580 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16482 members 
Mstep: Class 5 contains 142039 members 
Mstep: Class 6 contains 198345 members 
Mstep: Class 7 contains 8729 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 83786 members 
Mstep: Class 10 contains 8246 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6219 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 22824 members 
Mstep: Class 16 contains 184971 members 
Mstep: Class 17 contains 12671 members 
Mstep: Class 18 contains 226974 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 202119 members 
Mstep: Class 21 contains 50306 members 
Mstep: Class 22 contains 76112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662960.000000 Penalty: 77982.101562
Iteration 157Q: 23 clusters Score -1.94663e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 172533 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16442 members 
Mstep: Class 5 contains 141952 members 
Mstep: Class 6 contains 198362 members 
Mstep: Class 7 contains 8725 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 83726 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 22828 members 
Mstep: Class 16 contains 184892 members 
Mstep: Class 17 contains 12663 members 
Mstep: Class 18 contains 227039 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 202328 members 
Mstep: Class 21 contains 50307 members 
Mstep: Class 22 contains 76147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662560.000000 Penalty: 77982.101562
Iteration 158Q: 23 clusters Score -1.946626e+08 nChanged 2916
Entering ConstructFrom: 
Score: -194662560.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (180478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Entering Unmasked Estep 
Score: -22296584.000000 Penalty: 3001.634277
	Iteration 0F: 2 clusters Score -2.229658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -22182510.000000 Penalty: 6003.268555
	Iteration 0F: 3 clusters Score -2.218251e+07 nChanged 86363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -22232734.000000 Penalty: 6003.268555
	Iteration 1F: 3 clusters Score -2.223273e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
Score: -22233998.000000 Penalty: 6003.268555
	Iteration 2Q: 3 clusters Score -2.2234e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87027 members 
Mstep: Class 2 contains 93451 members 
Entering Unmasked Estep 
Score: -22235284.000000 Penalty: 6003.268555
	Iteration 3Q: 3 clusters Score -2.223528e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85246 members 
Mstep: Class 2 contains 95232 members 
Entering Unmasked Estep 
Score: -22236902.000000 Penalty: 6003.268555
	Iteration 4Q: 3 clusters Score -2.22369e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -22238724.000000 Penalty: 6003.268555
	Iteration 5Q: 3 clusters Score -2.223872e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 101359 members 
Entering Unmasked Estep 
Score: -22241178.000000 Penalty: 6003.268555
	Iteration 6Q: 3 clusters Score -2.224118e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -22244148.000000 Penalty: 6003.268555
	Iteration 7Q: 3 clusters Score -2.224415e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 112808 members 
Entering Unmasked Estep 
Score: -22248212.000000 Penalty: 6003.268555
	Iteration 8Q: 3 clusters Score -2.224821e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
Score: -22253592.000000 Penalty: 6003.268555
	Iteration 9F: 3 clusters Score -2.225359e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 131319 members 
Entering Unmasked Estep 
Score: -22261078.000000 Penalty: 6003.268555
	Iteration 10F: 3 clusters Score -2.226108e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -22269824.000000 Penalty: 6003.268555
	Iteration 11F: 3 clusters Score -2.226982e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -22279226.000000 Penalty: 6003.268555
	Iteration 12F: 3 clusters Score -2.227923e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -22286420.000000 Penalty: 6003.268555
	Iteration 13F: 3 clusters Score -2.228642e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 170978 members 
Entering Unmasked Estep 
Score: -22290828.000000 Penalty: 6003.268555
	Iteration 14Q: 3 clusters Score -2.229083e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 175043 members 
Entering Unmasked Estep 
Score: -22292930.000000 Penalty: 6003.268555
	Iteration 15Q: 3 clusters Score -2.229293e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 176976 members 
Entering Unmasked Estep 
Score: -22293680.000000 Penalty: 6003.268555
	Iteration 16Q: 3 clusters Score -2.229368e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 177892 members 
Entering Unmasked Estep 
Score: -22294280.000000 Penalty: 6003.268555
	Iteration 17Q: 3 clusters Score -2.229428e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 178331 members 
Entering Unmasked Estep 
Score: -22294642.000000 Penalty: 6003.268555
	Iteration 18Q: 3 clusters Score -2.229464e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 178512 members 
Entering Unmasked Estep 
Score: -22294846.000000 Penalty: 6003.268555
	Iteration 19Q: 3 clusters Score -2.229485e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 178633 members 
Entering Unmasked Estep 
Score: -22294986.000000 Penalty: 6003.268555
	Iteration 20F: 3 clusters Score -2.229499e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 178681 members 
Entering Unmasked Estep 
Score: -22295052.000000 Penalty: 6003.268555
	Iteration 21Q: 3 clusters Score -2.229505e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 178718 members 
Entering Unmasked Estep 
Score: -22295064.000000 Penalty: 6003.268555
	Iteration 22Q: 3 clusters Score -2.229506e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 178755 members 
Entering Unmasked Estep 
Score: -22295098.000000 Penalty: 6003.268555
	Iteration 23Q: 3 clusters Score -2.22951e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 178771 members 
Entering Unmasked Estep 
Score: -22295138.000000 Penalty: 6003.268555
	Iteration 24Q: 3 clusters Score -2.229514e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -22295120.000000 Penalty: 6003.268555
	Iteration 25Q: 3 clusters Score -2.229512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 178773 members 
Entering Unmasked Estep 
Score: -22295210.000000 Penalty: 6003.268555
	Iteration 26Q: 3 clusters Score -2.229521e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 178770 members 
Entering Unmasked Estep 
Score: -22295240.000000 Penalty: 6003.268555
	Iteration 27Q: 3 clusters Score -2.229524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -22295238.000000 Penalty: 6003.268555
	Iteration 28Q: 3 clusters Score -2.229524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -22295248.000000 Penalty: 6003.268555
	Iteration 29Q: 3 clusters Score -2.229525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -22295250.000000 Penalty: 6003.268555
	Iteration 30Q: 3 clusters Score -2.229525e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -22295252.000000 Penalty: 6003.268555
	Iteration 31Q: 3 clusters Score -2.229525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 178792 members 
Entering Unmasked Estep 
Score: -22295286.000000 Penalty: 6003.268555
	Iteration 32Q: 3 clusters Score -2.229529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 178800 members 
Entering Unmasked Estep 
Score: -22295264.000000 Penalty: 6003.268555
	Iteration 33Q: 3 clusters Score -2.229526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 178807 members 
Entering Unmasked Estep 
Score: -22295268.000000 Penalty: 6003.268555
	Iteration 34Q: 3 clusters Score -2.229527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -22295282.000000 Penalty: 6003.268555
	Iteration 35Q: 3 clusters Score -2.229528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 178810 members 
Entering Unmasked Estep 
Score: -22295268.000000 Penalty: 6003.268555
	Iteration 36Q: 3 clusters Score -2.229527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -22295282.000000 Penalty: 6003.268555
	Iteration 37Q: 3 clusters Score -2.229528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 178817 members 
Entering Unmasked Estep 
Score: -22295290.000000 Penalty: 6003.268555
	Iteration 38Q: 3 clusters Score -2.229529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -22295280.000000 Penalty: 6003.268555
	Iteration 39Q: 3 clusters Score -2.229528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 178813 members 
Entering Unmasked Estep 
Score: -22295288.000000 Penalty: 6003.268555
	Iteration 40F: 3 clusters Score -2.229529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 178809 members 
Entering Unmasked Estep 
Score: -22295288.000000 Penalty: 6003.268555
	Iteration 41Q: 3 clusters Score -2.229529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 178807 members 
Entering Unmasked Estep 
Score: -22295288.000000 Penalty: 6003.268555
	Iteration 42Q: 3 clusters Score -2.229529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 178805 members 
Entering Unmasked Estep 
Score: -22295286.000000 Penalty: 6003.268555
	Iteration 43Q: 3 clusters Score -2.229529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 178798 members 
Entering Unmasked Estep 
Score: -22295276.000000 Penalty: 6003.268555
	Iteration 44Q: 3 clusters Score -2.229528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 178795 members 
Entering Unmasked Estep 
Score: -22295258.000000 Penalty: 6003.268555
	Iteration 45Q: 3 clusters Score -2.229526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -22295280.000000 Penalty: 6003.268555
	Iteration 46Q: 3 clusters Score -2.229528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 178788 members 
Entering Unmasked Estep 
Score: -22295274.000000 Penalty: 6003.268555
	Iteration 47Q: 3 clusters Score -2.229527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 178781 members 
Entering Unmasked Estep 
Score: -22295292.000000 Penalty: 6003.268555
	Iteration 48Q: 3 clusters Score -2.229529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -22295292.000000 Penalty: 6003.268555
	Iteration 49Q: 3 clusters Score -2.229529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 178772 members 
Entering Unmasked Estep 
Score: -22295302.000000 Penalty: 6003.268555
	Iteration 50Q: 3 clusters Score -2.22953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 178769 members 
Entering Unmasked Estep 
Score: -22295310.000000 Penalty: 6003.268555
	Iteration 51Q: 3 clusters Score -2.229531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 178767 members 
Entering Unmasked Estep 
Score: -22295326.000000 Penalty: 6003.268555
	Iteration 52Q: 3 clusters Score -2.229533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 178766 members 
Entering Unmasked Estep 
Score: -22295322.000000 Penalty: 6003.268555
	Iteration 53Q: 3 clusters Score -2.229532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -22295322.000000 Penalty: 6003.268555
	Iteration 54Q: 3 clusters Score -2.229532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 178766 members 
Entering Unmasked Estep 
Score: -22295326.000000 Penalty: 6003.268555
	Iteration 55Q: 3 clusters Score -2.229533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -22295318.000000 Penalty: 6003.268555
	Iteration 56Q: 3 clusters Score -2.229532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 178766 members 
Entering Unmasked Estep 
Score: -22295296.000000 Penalty: 6003.268555
	Iteration 57Q: 3 clusters Score -2.22953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -22295306.000000 Penalty: 6003.268555
	Iteration 58Q: 3 clusters Score -2.229531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -22295306.000000 Penalty: 6003.268555
	Iteration 59F: 3 clusters Score -2.229531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172502 members 
Entering Unmasked Estep 
Score: -21418842.000000 Penalty: 2990.424805
	Iteration 0F: 2 clusters Score -2.141884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -21306312.000000 Penalty: 5980.849609
	Iteration 0F: 3 clusters Score -2.130631e+07 nChanged 82953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76679 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -21355416.000000 Penalty: 5980.849609
	Iteration 1F: 3 clusters Score -2.135542e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70946 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -21358000.000000 Penalty: 5980.849609
	Iteration 2Q: 3 clusters Score -2.1358e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 110133 members 
Entering Unmasked Estep 
Score: -21362840.000000 Penalty: 5980.849609
	Iteration 3F: 3 clusters Score -2.136284e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -21372118.000000 Penalty: 5980.849609
	Iteration 4F: 3 clusters Score -2.137212e+07 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 137019 members 
Entering Unmasked Estep 
Score: -21385790.000000 Penalty: 5980.849609
	Iteration 5F: 3 clusters Score -2.138579e+07 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -21400578.000000 Penalty: 5980.849609
	Iteration 6F: 3 clusters Score -2.140058e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 162116 members 
Entering Unmasked Estep 
Score: -21410264.000000 Penalty: 5980.849609
	Iteration 7F: 3 clusters Score -2.141026e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 167236 members 
Entering Unmasked Estep 
Score: -21414576.000000 Penalty: 5980.849609
	Iteration 8Q: 3 clusters Score -2.141458e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -21416080.000000 Penalty: 5980.849609
	Iteration 9Q: 3 clusters Score -2.141608e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 169833 members 
Entering Unmasked Estep 
Score: -21416686.000000 Penalty: 5980.849609
	Iteration 10Q: 3 clusters Score -2.141669e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -21416984.000000 Penalty: 5980.849609
	Iteration 11Q: 3 clusters Score -2.141698e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -21417172.000000 Penalty: 5980.849609
	Iteration 12Q: 3 clusters Score -2.141717e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 170252 members 
Entering Unmasked Estep 
Score: -21417316.000000 Penalty: 5980.849609
	Iteration 13Q: 3 clusters Score -2.141732e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -21417350.000000 Penalty: 5980.849609
	Iteration 14Q: 3 clusters Score -2.141735e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 170250 members 
Entering Unmasked Estep 
Score: -21417398.000000 Penalty: 5980.849609
	Iteration 15Q: 3 clusters Score -2.14174e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -21417396.000000 Penalty: 5980.849609
	Iteration 16Q: 3 clusters Score -2.14174e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 170233 members 
Entering Unmasked Estep 
Score: -21417432.000000 Penalty: 5980.849609
	Iteration 17Q: 3 clusters Score -2.141743e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -21417508.000000 Penalty: 5980.849609
	Iteration 18Q: 3 clusters Score -2.141751e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -21417516.000000 Penalty: 5980.849609
	Iteration 19Q: 3 clusters Score -2.141752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 170200 members 
Entering Unmasked Estep 
Score: -21417506.000000 Penalty: 5980.849609
	Iteration 20F: 3 clusters Score -2.141751e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -21417488.000000 Penalty: 5980.849609
	Iteration 21Q: 3 clusters Score -2.141749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 170172 members 
Entering Unmasked Estep 
Score: -21417524.000000 Penalty: 5980.849609
	Iteration 22Q: 3 clusters Score -2.141752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -21417552.000000 Penalty: 5980.849609
	Iteration 23Q: 3 clusters Score -2.141755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -21417568.000000 Penalty: 5980.849609
	Iteration 24Q: 3 clusters Score -2.141757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 170145 members 
Entering Unmasked Estep 
Score: -21417550.000000 Penalty: 5980.849609
	Iteration 25Q: 3 clusters Score -2.141755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -21417556.000000 Penalty: 5980.849609
	Iteration 26Q: 3 clusters Score -2.141756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21417562.000000 Penalty: 5980.849609
	Iteration 27Q: 3 clusters Score -2.141756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 170136 members 
Entering Unmasked Estep 
Score: -21417568.000000 Penalty: 5980.849609
	Iteration 28Q: 3 clusters Score -2.141757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -21417570.000000 Penalty: 5980.849609
	Iteration 29Q: 3 clusters Score -2.141757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 170138 members 
Entering Unmasked Estep 
Score: -21417582.000000 Penalty: 5980.849609
	Iteration 30Q: 3 clusters Score -2.141758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -21417570.000000 Penalty: 5980.849609
	Iteration 31Q: 3 clusters Score -2.141757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 170134 members 
Entering Unmasked Estep 
Score: -21417572.000000 Penalty: 5980.849609
	Iteration 32Q: 3 clusters Score -2.141757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -21417586.000000 Penalty: 5980.849609
	Iteration 33Q: 3 clusters Score -2.141759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -21417574.000000 Penalty: 5980.849609
	Iteration 34Q: 3 clusters Score -2.141757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -21417574.000000 Penalty: 5980.849609
	Iteration 35Q: 3 clusters Score -2.141757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -21417580.000000 Penalty: 5980.849609
	Iteration 36Q: 3 clusters Score -2.141758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -21417584.000000 Penalty: 5980.849609
	Iteration 37Q: 3 clusters Score -2.141758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -21417580.000000 Penalty: 5980.849609
	Iteration 38Q: 3 clusters Score -2.141758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -21417574.000000 Penalty: 5980.849609
	Iteration 39Q: 3 clusters Score -2.141757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -21417576.000000 Penalty: 5980.849609
	Iteration 40F: 3 clusters Score -2.141758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -21417572.000000 Penalty: 5980.849609
	Iteration 41Q: 3 clusters Score -2.141757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 170123 members 
Entering Unmasked Estep 
Score: -21417578.000000 Penalty: 5980.849609
	Iteration 42Q: 3 clusters Score -2.141758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 170119 members 
Entering Unmasked Estep 
Score: -21417568.000000 Penalty: 5980.849609
	Iteration 43Q: 3 clusters Score -2.141757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21417564.000000 Penalty: 5980.849609
	Iteration 44Q: 3 clusters Score -2.141756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -21417580.000000 Penalty: 5980.849609
	Iteration 45Q: 3 clusters Score -2.141758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -21417596.000000 Penalty: 5980.849609
	Iteration 46Q: 3 clusters Score -2.14176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 170120 members 
Entering Unmasked Estep 
Score: -21417598.000000 Penalty: 5980.849609
	Iteration 47Q: 3 clusters Score -2.14176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21417602.000000 Penalty: 5980.849609
	Iteration 48Q: 3 clusters Score -2.14176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 170118 members 
Entering Unmasked Estep 
Score: -21417602.000000 Penalty: 5980.849609
	Iteration 49F: 3 clusters Score -2.14176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -162857.375000 Penalty: 1817.615234
	Iteration 0F: 2 clusters Score -162857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160618.390625 Penalty: 3635.230469
	Iteration 0F: 3 clusters Score -160618.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161240.406250 Penalty: 3635.230469
	Iteration 1F: 3 clusters Score -161240.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -161605.031250 Penalty: 3635.230469
	Iteration 2F: 3 clusters Score -161605 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -161907.500000 Penalty: 3635.230469
	Iteration 3F: 3 clusters Score -161907.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -162134.734375 Penalty: 3635.230469
	Iteration 4F: 3 clusters Score -162134.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -162347.046875 Penalty: 3635.230469
	Iteration 5F: 3 clusters Score -162347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -162472.843750 Penalty: 3635.230469
	Iteration 6Q: 3 clusters Score -162472.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -162554.718750 Penalty: 3635.230469
	Iteration 7Q: 3 clusters Score -162554.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -162653.093750 Penalty: 3635.230469
	Iteration 8Q: 3 clusters Score -162653.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -162766.500000 Penalty: 3635.230469
	Iteration 9Q: 3 clusters Score -162766.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -162826.312500 Penalty: 3635.230469
	Iteration 10Q: 3 clusters Score -162826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -162844.765625 Penalty: 3635.230469
	Iteration 11Q: 3 clusters Score -162844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -162851.875000 Penalty: 3635.230469
	Iteration 12Q: 3 clusters Score -162851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -162856.890625 Penalty: 3635.230469
	Iteration 13Q: 3 clusters Score -162856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -162859.250000 Penalty: 3635.230469
	Iteration 14Q: 3 clusters Score -162859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -162860.828125 Penalty: 3635.230469
	Iteration 15Q: 3 clusters Score -162860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -162861.921875 Penalty: 3635.230469
	Iteration 16Q: 3 clusters Score -162861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -162866.187500 Penalty: 3635.230469
	Iteration 17Q: 3 clusters Score -162866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -162866.187500 Penalty: 3635.230469
	Iteration 18F: 3 clusters Score -162866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 172502 members 
Mstep: Class 3 contains 319 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 141869 members 
Mstep: Class 6 contains 198359 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 83672 members 
Mstep: Class 10 contains 8310 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22820 members 
Mstep: Class 16 contains 184842 members 
Mstep: Class 17 contains 12668 members 
Mstep: Class 18 contains 227122 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 202468 members 
Mstep: Class 21 contains 50302 members 
Mstep: Class 22 contains 76184 members 
Mstep: Class 23 contains 1205 members 
Entering Unmasked Estep 
Score: -194660928.000000 Penalty: 81526.742188
Splitting cluster 3 changes total score from -194662560.000000 to -194660928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (16422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Entering Unmasked Estep 
Score: -1972968.875000 Penalty: 2407.181396
	Iteration 0F: 2 clusters Score -1972969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1961132.375000 Penalty: 4814.362793
	Iteration 0F: 3 clusters Score -1961132 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1965112.125000 Penalty: 4814.362793
	Iteration 1F: 3 clusters Score -1965112 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1965603.750000 Penalty: 4814.362793
	Iteration 2F: 3 clusters Score -1965604 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1966057.000000 Penalty: 4814.362793
	Iteration 3F: 3 clusters Score -1966057 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1966448.000000 Penalty: 4814.362793
	Iteration 4Q: 3 clusters Score -1966448 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1966868.625000 Penalty: 4814.362793
	Iteration 5Q: 3 clusters Score -1966869 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1967354.750000 Penalty: 4814.362793
	Iteration 6Q: 3 clusters Score -1967355 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1967842.500000 Penalty: 4814.362793
	Iteration 7Q: 3 clusters Score -1967842 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1968354.750000 Penalty: 4814.362793
	Iteration 8Q: 3 clusters Score -1968355 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1968881.500000 Penalty: 4814.362793
	Iteration 9Q: 3 clusters Score -1968882 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1969322.625000 Penalty: 4814.362793
	Iteration 10Q: 3 clusters Score -1969323 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1969671.000000 Penalty: 4814.362793
	Iteration 11Q: 3 clusters Score -1969671 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1969890.750000 Penalty: 4814.362793
	Iteration 12Q: 3 clusters Score -1969891 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1970028.750000 Penalty: 4814.362793
	Iteration 13Q: 3 clusters Score -1970029 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1970160.875000 Penalty: 4814.362793
	Iteration 14Q: 3 clusters Score -1970161 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1970250.000000 Penalty: 4814.362793
	Iteration 15Q: 3 clusters Score -1970250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1970312.000000 Penalty: 4814.362793
	Iteration 16Q: 3 clusters Score -1970312 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1970363.000000 Penalty: 4814.362793
	Iteration 17Q: 3 clusters Score -1970363 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1970400.375000 Penalty: 4814.362793
	Iteration 18Q: 3 clusters Score -1970400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1970437.250000 Penalty: 4814.362793
	Iteration 19Q: 3 clusters Score -1970437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1970464.500000 Penalty: 4814.362793
	Iteration 20F: 3 clusters Score -1970464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1970492.500000 Penalty: 4814.362793
	Iteration 21Q: 3 clusters Score -1970492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1970527.500000 Penalty: 4814.362793
	Iteration 22Q: 3 clusters Score -1970528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1970556.250000 Penalty: 4814.362793
	Iteration 23Q: 3 clusters Score -1970556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1970581.500000 Penalty: 4814.362793
	Iteration 24Q: 3 clusters Score -1970582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1970599.250000 Penalty: 4814.362793
	Iteration 25Q: 3 clusters Score -1970599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1970611.375000 Penalty: 4814.362793
	Iteration 26Q: 3 clusters Score -1970611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1970628.125000 Penalty: 4814.362793
	Iteration 27Q: 3 clusters Score -1970628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1970650.000000 Penalty: 4814.362793
	Iteration 28Q: 3 clusters Score -1970650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1970666.250000 Penalty: 4814.362793
	Iteration 29Q: 3 clusters Score -1970666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1970685.875000 Penalty: 4814.362793
	Iteration 30Q: 3 clusters Score -1970686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1970700.500000 Penalty: 4814.362793
	Iteration 31Q: 3 clusters Score -1970700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1970716.625000 Penalty: 4814.362793
	Iteration 32Q: 3 clusters Score -1970717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1970732.750000 Penalty: 4814.362793
	Iteration 33Q: 3 clusters Score -1970733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1970740.750000 Penalty: 4814.362793
	Iteration 34Q: 3 clusters Score -1970741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1970759.000000 Penalty: 4814.362793
	Iteration 35Q: 3 clusters Score -1970759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1970765.625000 Penalty: 4814.362793
	Iteration 36Q: 3 clusters Score -1970766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1970766.000000 Penalty: 4814.362793
	Iteration 37Q: 3 clusters Score -1970766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1970769.625000 Penalty: 4814.362793
	Iteration 38Q: 3 clusters Score -1970770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1970771.750000 Penalty: 4814.362793
	Iteration 39Q: 3 clusters Score -1970772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1970778.375000 Penalty: 4814.362793
	Iteration 40F: 3 clusters Score -1970778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1970778.500000 Penalty: 4814.362793
	Iteration 41Q: 3 clusters Score -1970778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1970779.625000 Penalty: 4814.362793
	Iteration 42Q: 3 clusters Score -1970780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1970780.875000 Penalty: 4814.362793
	Iteration 43Q: 3 clusters Score -1970781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1970782.750000 Penalty: 4814.362793
	Iteration 44Q: 3 clusters Score -1970783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -1970785.875000 Penalty: 4814.362793
	Iteration 45Q: 3 clusters Score -1970786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1970783.750000 Penalty: 4814.362793
	Iteration 46Q: 3 clusters Score -1970784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1970785.625000 Penalty: 4814.362793
	Iteration 47Q: 3 clusters Score -1970786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1970783.875000 Penalty: 4814.362793
	Iteration 48Q: 3 clusters Score -1970784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1970788.000000 Penalty: 4814.362793
	Iteration 49Q: 3 clusters Score -1970788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1970788.250000 Penalty: 4814.362793
	Iteration 50Q: 3 clusters Score -1970788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1970788.625000 Penalty: 4814.362793
	Iteration 51Q: 3 clusters Score -1970789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1970791.375000 Penalty: 4814.362793
	Iteration 52Q: 3 clusters Score -1970791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1970792.875000 Penalty: 4814.362793
	Iteration 53Q: 3 clusters Score -1970793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1970797.500000 Penalty: 4814.362793
	Iteration 54Q: 3 clusters Score -1970798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1970797.625000 Penalty: 4814.362793
	Iteration 55Q: 3 clusters Score -1970798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1970799.250000 Penalty: 4814.362793
	Iteration 56Q: 3 clusters Score -1970799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1970802.625000 Penalty: 4814.362793
	Iteration 57Q: 3 clusters Score -1970803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -1970801.625000 Penalty: 4814.362793
	Iteration 58Q: 3 clusters Score -1970802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1970805.000000 Penalty: 4814.362793
	Iteration 59Q: 3 clusters Score -1970805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1970804.750000 Penalty: 4814.362793
	Iteration 60F: 3 clusters Score -1970805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1970807.125000 Penalty: 4814.362793
	Iteration 61Q: 3 clusters Score -1970807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1970809.750000 Penalty: 4814.362793
	Iteration 62Q: 3 clusters Score -1970810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1970811.250000 Penalty: 4814.362793
	Iteration 63Q: 3 clusters Score -1970811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1970814.125000 Penalty: 4814.362793
	Iteration 64Q: 3 clusters Score -1970814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1970811.500000 Penalty: 4814.362793
	Iteration 65Q: 3 clusters Score -1970812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1970813.625000 Penalty: 4814.362793
	Iteration 66Q: 3 clusters Score -1970814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1970814.875000 Penalty: 4814.362793
	Iteration 67Q: 3 clusters Score -1970815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1970815.500000 Penalty: 4814.362793
	Iteration 68Q: 3 clusters Score -1970816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1970817.125000 Penalty: 4814.362793
	Iteration 69Q: 3 clusters Score -1970817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1970819.500000 Penalty: 4814.362793
	Iteration 70Q: 3 clusters Score -1970820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1970820.625000 Penalty: 4814.362793
	Iteration 71Q: 3 clusters Score -1970821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1970822.625000 Penalty: 4814.362793
	Iteration 72Q: 3 clusters Score -1970823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1970822.375000 Penalty: 4814.362793
	Iteration 73Q: 3 clusters Score -1970822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1970821.875000 Penalty: 4814.362793
	Iteration 74Q: 3 clusters Score -1970822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1970823.875000 Penalty: 4814.362793
	Iteration 75Q: 3 clusters Score -1970824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1970824.875000 Penalty: 4814.362793
	Iteration 76Q: 3 clusters Score -1970825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1970825.125000 Penalty: 4814.362793
	Iteration 77Q: 3 clusters Score -1970825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1970825.125000 Penalty: 4814.362793
	Iteration 78F: 3 clusters Score -1970825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141869 members 
Entering Unmasked Estep 
Score: -17573556.000000 Penalty: 2941.939453
	Iteration 0F: 2 clusters Score -1.757356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -17479186.000000 Penalty: 5883.878906
	Iteration 0F: 3 clusters Score -1.747919e+07 nChanged 67814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -17517848.000000 Penalty: 5883.878906
	Iteration 1F: 3 clusters Score -1.751785e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68808 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -17518780.000000 Penalty: 5883.878906
	Iteration 2Q: 3 clusters Score -1.751878e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -17519724.000000 Penalty: 5883.878906
	Iteration 3Q: 3 clusters Score -1.751972e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -17520914.000000 Penalty: 5883.878906
	Iteration 4Q: 3 clusters Score -1.752091e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -17522514.000000 Penalty: 5883.878906
	Iteration 5Q: 3 clusters Score -1.752251e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -17525012.000000 Penalty: 5883.878906
	Iteration 6Q: 3 clusters Score -1.752501e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -17529380.000000 Penalty: 5883.878906
	Iteration 7F: 3 clusters Score -1.752938e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -17536746.000000 Penalty: 5883.878906
	Iteration 8F: 3 clusters Score -1.753675e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -17546318.000000 Penalty: 5883.878906
	Iteration 9F: 3 clusters Score -1.754632e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -17555780.000000 Penalty: 5883.878906
	Iteration 10F: 3 clusters Score -1.755578e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -17562688.000000 Penalty: 5883.878906
	Iteration 11F: 3 clusters Score -1.756269e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -17566870.000000 Penalty: 5883.878906
	Iteration 12Q: 3 clusters Score -1.756687e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
Score: -17569020.000000 Penalty: 5883.878906
	Iteration 13Q: 3 clusters Score -1.756902e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 134173 members 
Entering Unmasked Estep 
Score: -17570020.000000 Penalty: 5883.878906
	Iteration 14Q: 3 clusters Score -1.757002e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -17570468.000000 Penalty: 5883.878906
	Iteration 15Q: 3 clusters Score -1.757047e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -17570876.000000 Penalty: 5883.878906
	Iteration 16Q: 3 clusters Score -1.757088e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 136165 members 
Entering Unmasked Estep 
Score: -17571128.000000 Penalty: 5883.878906
	Iteration 17Q: 3 clusters Score -1.757113e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 136634 members 
Entering Unmasked Estep 
Score: -17571336.000000 Penalty: 5883.878906
	Iteration 18Q: 3 clusters Score -1.757134e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 137019 members 
Entering Unmasked Estep 
Score: -17571502.000000 Penalty: 5883.878906
	Iteration 19Q: 3 clusters Score -1.75715e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 137330 members 
Entering Unmasked Estep 
Score: -17571692.000000 Penalty: 5883.878906
	Iteration 20F: 3 clusters Score -1.757169e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -17571790.000000 Penalty: 5883.878906
	Iteration 21Q: 3 clusters Score -1.757179e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -17571790.000000 Penalty: 5883.878906
	Iteration 22Q: 3 clusters Score -1.757179e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 137988 members 
Entering Unmasked Estep 
Score: -17571808.000000 Penalty: 5883.878906
	Iteration 23Q: 3 clusters Score -1.757181e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 138138 members 
Entering Unmasked Estep 
Score: -17571896.000000 Penalty: 5883.878906
	Iteration 24Q: 3 clusters Score -1.75719e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -17571962.000000 Penalty: 5883.878906
	Iteration 25Q: 3 clusters Score -1.757196e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 138371 members 
Entering Unmasked Estep 
Score: -17571966.000000 Penalty: 5883.878906
	Iteration 26Q: 3 clusters Score -1.757197e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -17572032.000000 Penalty: 5883.878906
	Iteration 27Q: 3 clusters Score -1.757203e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 138528 members 
Entering Unmasked Estep 
Score: -17572038.000000 Penalty: 5883.878906
	Iteration 28Q: 3 clusters Score -1.757204e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -17572066.000000 Penalty: 5883.878906
	Iteration 29Q: 3 clusters Score -1.757207e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 138643 members 
Entering Unmasked Estep 
Score: -17572080.000000 Penalty: 5883.878906
	Iteration 30Q: 3 clusters Score -1.757208e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 138686 members 
Entering Unmasked Estep 
Score: -17572072.000000 Penalty: 5883.878906
	Iteration 31Q: 3 clusters Score -1.757207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -17572090.000000 Penalty: 5883.878906
	Iteration 32Q: 3 clusters Score -1.757209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -17572090.000000 Penalty: 5883.878906
	Iteration 33Q: 3 clusters Score -1.757209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 138792 members 
Entering Unmasked Estep 
Score: -17572082.000000 Penalty: 5883.878906
	Iteration 34Q: 3 clusters Score -1.757208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -17572096.000000 Penalty: 5883.878906
	Iteration 35Q: 3 clusters Score -1.75721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 138866 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 5883.878906
	Iteration 36Q: 3 clusters Score -1.757209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 138887 members 
Entering Unmasked Estep 
Score: -17572094.000000 Penalty: 5883.878906
	Iteration 37Q: 3 clusters Score -1.757209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 138907 members 
Entering Unmasked Estep 
Score: -17572098.000000 Penalty: 5883.878906
	Iteration 38Q: 3 clusters Score -1.75721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 138922 members 
Entering Unmasked Estep 
Score: -17572088.000000 Penalty: 5883.878906
	Iteration 39Q: 3 clusters Score -1.757209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 138930 members 
Entering Unmasked Estep 
Score: -17572094.000000 Penalty: 5883.878906
	Iteration 40F: 3 clusters Score -1.757209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 138934 members 
Entering Unmasked Estep 
Score: -17572088.000000 Penalty: 5883.878906
	Iteration 41Q: 3 clusters Score -1.757209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 138941 members 
Entering Unmasked Estep 
Score: -17572076.000000 Penalty: 5883.878906
	Iteration 42Q: 3 clusters Score -1.757208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -17572076.000000 Penalty: 5883.878906
	Iteration 43Q: 3 clusters Score -1.757208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 138966 members 
Entering Unmasked Estep 
Score: -17572078.000000 Penalty: 5883.878906
	Iteration 44Q: 3 clusters Score -1.757208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 138979 members 
Entering Unmasked Estep 
Score: -17572076.000000 Penalty: 5883.878906
	Iteration 45Q: 3 clusters Score -1.757208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 138991 members 
Entering Unmasked Estep 
Score: -17572074.000000 Penalty: 5883.878906
	Iteration 46Q: 3 clusters Score -1.757207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 138999 members 
Entering Unmasked Estep 
Score: -17572090.000000 Penalty: 5883.878906
	Iteration 47Q: 3 clusters Score -1.757209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -17572102.000000 Penalty: 5883.878906
	Iteration 48Q: 3 clusters Score -1.75721e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 139015 members 
Entering Unmasked Estep 
Score: -17572104.000000 Penalty: 5883.878906
	Iteration 49Q: 3 clusters Score -1.75721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 139029 members 
Entering Unmasked Estep 
Score: -17572086.000000 Penalty: 5883.878906
	Iteration 50Q: 3 clusters Score -1.757209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -17572108.000000 Penalty: 5883.878906
	Iteration 51Q: 3 clusters Score -1.757211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 139055 members 
Entering Unmasked Estep 
Score: -17572116.000000 Penalty: 5883.878906
	Iteration 52Q: 3 clusters Score -1.757212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 139074 members 
Entering Unmasked Estep 
Score: -17572120.000000 Penalty: 5883.878906
	Iteration 53Q: 3 clusters Score -1.757212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -17572116.000000 Penalty: 5883.878906
	Iteration 54Q: 3 clusters Score -1.757212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 139104 members 
Entering Unmasked Estep 
Score: -17572120.000000 Penalty: 5883.878906
	Iteration 55Q: 3 clusters Score -1.757212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -17572136.000000 Penalty: 5883.878906
	Iteration 56Q: 3 clusters Score -1.757214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 139128 members 
Entering Unmasked Estep 
Score: -17572126.000000 Penalty: 5883.878906
	Iteration 57Q: 3 clusters Score -1.757213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 139140 members 
Entering Unmasked Estep 
Score: -17572138.000000 Penalty: 5883.878906
	Iteration 58Q: 3 clusters Score -1.757214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 139149 members 
Entering Unmasked Estep 
Score: -17572120.000000 Penalty: 5883.878906
	Iteration 59Q: 3 clusters Score -1.757212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -17572138.000000 Penalty: 5883.878906
	Iteration 60F: 3 clusters Score -1.757214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -17572140.000000 Penalty: 5883.878906
	Iteration 61Q: 3 clusters Score -1.757214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -17572138.000000 Penalty: 5883.878906
	Iteration 62Q: 3 clusters Score -1.757214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -17572128.000000 Penalty: 5883.878906
	Iteration 63Q: 3 clusters Score -1.757213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -17572140.000000 Penalty: 5883.878906
	Iteration 64Q: 3 clusters Score -1.757214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -17572148.000000 Penalty: 5883.878906
	Iteration 65Q: 3 clusters Score -1.757215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 139171 members 
Entering Unmasked Estep 
Score: -17572136.000000 Penalty: 5883.878906
	Iteration 66Q: 3 clusters Score -1.757214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 139174 members 
Entering Unmasked Estep 
Score: -17572128.000000 Penalty: 5883.878906
	Iteration 67Q: 3 clusters Score -1.757213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 139177 members 
Entering Unmasked Estep 
Score: -17572136.000000 Penalty: 5883.878906
	Iteration 68Q: 3 clusters Score -1.757214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 139181 members 
Entering Unmasked Estep 
Score: -17572136.000000 Penalty: 5883.878906
	Iteration 69Q: 3 clusters Score -1.757214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 139191 members 
Entering Unmasked Estep 
Score: -17572148.000000 Penalty: 5883.878906
	Iteration 70Q: 3 clusters Score -1.757215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 139198 members 
Entering Unmasked Estep 
Score: -17572144.000000 Penalty: 5883.878906
	Iteration 71Q: 3 clusters Score -1.757214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 139201 members 
Entering Unmasked Estep 
Score: -17572158.000000 Penalty: 5883.878906
	Iteration 72Q: 3 clusters Score -1.757216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 139202 members 
Entering Unmasked Estep 
Score: -17572156.000000 Penalty: 5883.878906
	Iteration 73Q: 3 clusters Score -1.757216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 139203 members 
Entering Unmasked Estep 
Score: -17572170.000000 Penalty: 5883.878906
	Iteration 74Q: 3 clusters Score -1.757217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 139204 members 
Entering Unmasked Estep 
Score: -17572160.000000 Penalty: 5883.878906
	Iteration 75Q: 3 clusters Score -1.757216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -17572162.000000 Penalty: 5883.878906
	Iteration 76Q: 3 clusters Score -1.757216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -17572164.000000 Penalty: 5883.878906
	Iteration 77Q: 3 clusters Score -1.757216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 139219 members 
Entering Unmasked Estep 
Score: -17572172.000000 Penalty: 5883.878906
	Iteration 78Q: 3 clusters Score -1.757217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 139227 members 
Entering Unmasked Estep 
Score: -17572190.000000 Penalty: 5883.878906
	Iteration 79Q: 3 clusters Score -1.757219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -17572180.000000 Penalty: 5883.878906
	Iteration 80F: 3 clusters Score -1.757218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 139234 members 
Entering Unmasked Estep 
Score: -17572180.000000 Penalty: 5883.878906
	Iteration 81Q: 3 clusters Score -1.757218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 139234 members 
Entering Unmasked Estep 
Score: -17572182.000000 Penalty: 5883.878906
	Iteration 82Q: 3 clusters Score -1.757218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 139236 members 
Entering Unmasked Estep 
Score: -17572176.000000 Penalty: 5883.878906
	Iteration 83Q: 3 clusters Score -1.757218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -17572182.000000 Penalty: 5883.878906
	Iteration 84Q: 3 clusters Score -1.757218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 139238 members 
Entering Unmasked Estep 
Score: -17572174.000000 Penalty: 5883.878906
	Iteration 85Q: 3 clusters Score -1.757217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 139237 members 
Entering Unmasked Estep 
Score: -17572178.000000 Penalty: 5883.878906
	Iteration 86Q: 3 clusters Score -1.757218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 139241 members 
Entering Unmasked Estep 
Score: -17572202.000000 Penalty: 5883.878906
	Iteration 87Q: 3 clusters Score -1.75722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -17572192.000000 Penalty: 5883.878906
	Iteration 88Q: 3 clusters Score -1.757219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
Score: -17572194.000000 Penalty: 5883.878906
	Iteration 89Q: 3 clusters Score -1.757219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
Score: -17572194.000000 Penalty: 5883.878906
	Iteration 90F: 3 clusters Score -1.757219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (198359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198359 members 
Entering Unmasked Estep 
Score: -24560838.000000 Penalty: 3025.062744
	Iteration 0F: 2 clusters Score -2.456084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -24443278.000000 Penalty: 6050.125488
	Iteration 0F: 3 clusters Score -2.444328e+07 nChanged 95324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 111147 members 
Entering Unmasked Estep 
Score: -24500880.000000 Penalty: 6050.125488
	Iteration 1F: 3 clusters Score -2.450088e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -24504408.000000 Penalty: 6050.125488
	Iteration 2Q: 3 clusters Score -2.450441e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -24510680.000000 Penalty: 6050.125488
	Iteration 3F: 3 clusters Score -2.451068e+07 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 141918 members 
Entering Unmasked Estep 
Score: -24520852.000000 Penalty: 6050.125488
	Iteration 4F: 3 clusters Score -2.452085e+07 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -24534660.000000 Penalty: 6050.125488
	Iteration 5F: 3 clusters Score -2.453466e+07 nChanged 16605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -24547778.000000 Penalty: 6050.125488
	Iteration 6F: 3 clusters Score -2.454778e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 187109 members 
Entering Unmasked Estep 
Score: -24555436.000000 Penalty: 6050.125488
	Iteration 7F: 3 clusters Score -2.455544e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 193840 members 
Entering Unmasked Estep 
Score: -24557706.000000 Penalty: 6050.125488
	Iteration 8Q: 3 clusters Score -2.455771e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 196430 members 
Entering Unmasked Estep 
Score: -24558152.000000 Penalty: 6050.125488
	Iteration 9Q: 3 clusters Score -2.455815e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -24558384.000000 Penalty: 6050.125488
	Iteration 10Q: 3 clusters Score -2.455838e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 197614 members 
Entering Unmasked Estep 
Score: -24558414.000000 Penalty: 6050.125488
	Iteration 11Q: 3 clusters Score -2.455841e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 197713 members 
Entering Unmasked Estep 
Score: -24558470.000000 Penalty: 6050.125488
	Iteration 12Q: 3 clusters Score -2.455847e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -24558506.000000 Penalty: 6050.125488
	Iteration 13Q: 3 clusters Score -2.455851e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 197770 members 
Entering Unmasked Estep 
Score: -24558560.000000 Penalty: 6050.125488
	Iteration 14Q: 3 clusters Score -2.455856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 197777 members 
Entering Unmasked Estep 
Score: -24558602.000000 Penalty: 6050.125488
	Iteration 15Q: 3 clusters Score -2.45586e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 197775 members 
Entering Unmasked Estep 
Score: -24558636.000000 Penalty: 6050.125488
	Iteration 16Q: 3 clusters Score -2.455864e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 197779 members 
Entering Unmasked Estep 
Score: -24558638.000000 Penalty: 6050.125488
	Iteration 17Q: 3 clusters Score -2.455864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 197775 members 
Entering Unmasked Estep 
Score: -24558650.000000 Penalty: 6050.125488
	Iteration 18Q: 3 clusters Score -2.455865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 197767 members 
Entering Unmasked Estep 
Score: -24558662.000000 Penalty: 6050.125488
	Iteration 19Q: 3 clusters Score -2.455866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 197761 members 
Entering Unmasked Estep 
Score: -24558710.000000 Penalty: 6050.125488
	Iteration 20F: 3 clusters Score -2.455871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 197754 members 
Entering Unmasked Estep 
Score: -24558706.000000 Penalty: 6050.125488
	Iteration 21Q: 3 clusters Score -2.455871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 197749 members 
Entering Unmasked Estep 
Score: -24558730.000000 Penalty: 6050.125488
	Iteration 22Q: 3 clusters Score -2.455873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 197747 members 
Entering Unmasked Estep 
Score: -24558730.000000 Penalty: 6050.125488
	Iteration 23Q: 3 clusters Score -2.455873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 197751 members 
Entering Unmasked Estep 
Score: -24558744.000000 Penalty: 6050.125488
	Iteration 24Q: 3 clusters Score -2.455874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 197752 members 
Entering Unmasked Estep 
Score: -24558732.000000 Penalty: 6050.125488
	Iteration 25Q: 3 clusters Score -2.455873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 197751 members 
Entering Unmasked Estep 
Score: -24558762.000000 Penalty: 6050.125488
	Iteration 26Q: 3 clusters Score -2.455876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 197747 members 
Entering Unmasked Estep 
Score: -24558774.000000 Penalty: 6050.125488
	Iteration 27Q: 3 clusters Score -2.455877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 197741 members 
Entering Unmasked Estep 
Score: -24558780.000000 Penalty: 6050.125488
	Iteration 28Q: 3 clusters Score -2.455878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -24558788.000000 Penalty: 6050.125488
	Iteration 29Q: 3 clusters Score -2.455879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 197746 members 
Entering Unmasked Estep 
Score: -24558780.000000 Penalty: 6050.125488
	Iteration 30Q: 3 clusters Score -2.455878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 197748 members 
Entering Unmasked Estep 
Score: -24558760.000000 Penalty: 6050.125488
	Iteration 31Q: 3 clusters Score -2.455876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 197743 members 
Entering Unmasked Estep 
Score: -24558766.000000 Penalty: 6050.125488
	Iteration 32Q: 3 clusters Score -2.455877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 197742 members 
Entering Unmasked Estep 
Score: -24558790.000000 Penalty: 6050.125488
	Iteration 33Q: 3 clusters Score -2.455879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 197740 members 
Entering Unmasked Estep 
Score: -24558790.000000 Penalty: 6050.125488
	Iteration 34Q: 3 clusters Score -2.455879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 197739 members 
Entering Unmasked Estep 
Score: -24558802.000000 Penalty: 6050.125488
	Iteration 35Q: 3 clusters Score -2.45588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 197741 members 
Entering Unmasked Estep 
Score: -24558816.000000 Penalty: 6050.125488
	Iteration 36Q: 3 clusters Score -2.455882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 197737 members 
Entering Unmasked Estep 
Score: -24558804.000000 Penalty: 6050.125488
	Iteration 37Q: 3 clusters Score -2.45588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 197733 members 
Entering Unmasked Estep 
Score: -24558820.000000 Penalty: 6050.125488
	Iteration 38Q: 3 clusters Score -2.455882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 197730 members 
Entering Unmasked Estep 
Score: -24558830.000000 Penalty: 6050.125488
	Iteration 39Q: 3 clusters Score -2.455883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -24558812.000000 Penalty: 6050.125488
	Iteration 40F: 3 clusters Score -2.455881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 197728 members 
Entering Unmasked Estep 
Score: -24558852.000000 Penalty: 6050.125488
	Iteration 41Q: 3 clusters Score -2.455885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -24558842.000000 Penalty: 6050.125488
	Iteration 42Q: 3 clusters Score -2.455884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 197728 members 
Entering Unmasked Estep 
Score: -24558840.000000 Penalty: 6050.125488
	Iteration 43Q: 3 clusters Score -2.455884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 197728 members 
Entering Unmasked Estep 
Score: -24558840.000000 Penalty: 6050.125488
	Iteration 44F: 3 clusters Score -2.455884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Entering Unmasked Estep 
Score: -1015000.000000 Penalty: 2250.281982
	Iteration 0F: 2 clusters Score -1015000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1008113.125000 Penalty: 4500.563965
	Iteration 0F: 3 clusters Score -1008113 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1010165.312500 Penalty: 4500.563965
	Iteration 1F: 3 clusters Score -1010165 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1010579.937500 Penalty: 4500.563965
	Iteration 2F: 3 clusters Score -1010580 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1010956.062500 Penalty: 4500.563965
	Iteration 3F: 3 clusters Score -1010956 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1011324.250000 Penalty: 4500.563965
	Iteration 4F: 3 clusters Score -1011324 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1011704.625000 Penalty: 4500.563965
	Iteration 5F: 3 clusters Score -1011705 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1012090.937500 Penalty: 4500.563965
	Iteration 6F: 3 clusters Score -1012091 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1012477.750000 Penalty: 4500.563965
	Iteration 7F: 3 clusters Score -1012478 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1012806.250000 Penalty: 4500.563965
	Iteration 8F: 3 clusters Score -1012806 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1013047.000000 Penalty: 4500.563965
	Iteration 9Q: 3 clusters Score -1013047 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1013231.812500 Penalty: 4500.563965
	Iteration 10Q: 3 clusters Score -1013232 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1013371.625000 Penalty: 4500.563965
	Iteration 11Q: 3 clusters Score -1013372 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1013468.437500 Penalty: 4500.563965
	Iteration 12Q: 3 clusters Score -1013468 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1013525.250000 Penalty: 4500.563965
	Iteration 13Q: 3 clusters Score -1013525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1013561.312500 Penalty: 4500.563965
	Iteration 14Q: 3 clusters Score -1013561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1013581.125000 Penalty: 4500.563965
	Iteration 15Q: 3 clusters Score -1013581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1013598.187500 Penalty: 4500.563965
	Iteration 16Q: 3 clusters Score -1013598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1013604.687500 Penalty: 4500.563965
	Iteration 17Q: 3 clusters Score -1013605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1013608.750000 Penalty: 4500.563965
	Iteration 18Q: 3 clusters Score -1013609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1013615.687500 Penalty: 4500.563965
	Iteration 19Q: 3 clusters Score -1013616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1013618.437500 Penalty: 4500.563965
	Iteration 20F: 3 clusters Score -1013618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1013621.562500 Penalty: 4500.563965
	Iteration 21Q: 3 clusters Score -1013622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1013627.625000 Penalty: 4500.563965
	Iteration 22Q: 3 clusters Score -1013628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1013629.875000 Penalty: 4500.563965
	Iteration 23Q: 3 clusters Score -1013630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1013630.625000 Penalty: 4500.563965
	Iteration 24Q: 3 clusters Score -1013631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1013631.937500 Penalty: 4500.563965
	Iteration 25Q: 3 clusters Score -1013632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1013635.125000 Penalty: 4500.563965
	Iteration 26Q: 3 clusters Score -1013635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1013636.312500 Penalty: 4500.563965
	Iteration 27Q: 3 clusters Score -1013636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1013638.625000 Penalty: 4500.563965
	Iteration 28Q: 3 clusters Score -1013639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1013638.750000 Penalty: 4500.563965
	Iteration 29Q: 3 clusters Score -1013639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1013640.375000 Penalty: 4500.563965
	Iteration 30Q: 3 clusters Score -1013640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1013639.687500 Penalty: 4500.563965
	Iteration 31Q: 3 clusters Score -1013640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1013643.062500 Penalty: 4500.563965
	Iteration 32Q: 3 clusters Score -1013643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1013643.312500 Penalty: 4500.563965
	Iteration 33Q: 3 clusters Score -1013643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1013648.125000 Penalty: 4500.563965
	Iteration 34Q: 3 clusters Score -1013648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1013648.000000 Penalty: 4500.563965
	Iteration 35Q: 3 clusters Score -1013648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1013650.125000 Penalty: 4500.563965
	Iteration 36Q: 3 clusters Score -1013650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1013647.937500 Penalty: 4500.563965
	Iteration 37Q: 3 clusters Score -1013648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1013650.062500 Penalty: 4500.563965
	Iteration 38Q: 3 clusters Score -1013650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1013652.625000 Penalty: 4500.563965
	Iteration 39Q: 3 clusters Score -1013653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1013651.875000 Penalty: 4500.563965
	Iteration 40F: 3 clusters Score -1013652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1013653.812500 Penalty: 4500.563965
	Iteration 41Q: 3 clusters Score -1013654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1013653.812500 Penalty: 4500.563965
	Iteration 42F: 3 clusters Score -1013654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -577865.375000 Penalty: 2100.689209
	Iteration 0F: 2 clusters Score -577865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -573559.062500 Penalty: 4201.378418
	Iteration 0F: 3 clusters Score -573559.1 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -574521.562500 Penalty: 4201.378418
	Iteration 1F: 3 clusters Score -574521.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -574759.750000 Penalty: 4201.378418
	Iteration 2F: 3 clusters Score -574759.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -574973.750000 Penalty: 4201.378418
	Iteration 3F: 3 clusters Score -574973.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -575155.875000 Penalty: 4201.378418
	Iteration 4Q: 3 clusters Score -575155.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -575279.812500 Penalty: 4201.378418
	Iteration 5Q: 3 clusters Score -575279.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -575359.937500 Penalty: 4201.378418
	Iteration 6Q: 3 clusters Score -575359.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -575437.375000 Penalty: 4201.378418
	Iteration 7Q: 3 clusters Score -575437.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -575496.437500 Penalty: 4201.378418
	Iteration 8Q: 3 clusters Score -575496.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -575561.062500 Penalty: 4201.378418
	Iteration 9Q: 3 clusters Score -575561.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -575626.812500 Penalty: 4201.378418
	Iteration 10Q: 3 clusters Score -575626.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -575690.125000 Penalty: 4201.378418
	Iteration 11Q: 3 clusters Score -575690.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -575752.500000 Penalty: 4201.378418
	Iteration 12Q: 3 clusters Score -575752.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -575822.937500 Penalty: 4201.378418
	Iteration 13Q: 3 clusters Score -575822.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -575926.625000 Penalty: 4201.378418
	Iteration 14Q: 3 clusters Score -575926.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -576018.437500 Penalty: 4201.378418
	Iteration 15Q: 3 clusters Score -576018.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -576101.187500 Penalty: 4201.378418
	Iteration 16Q: 3 clusters Score -576101.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -576182.625000 Penalty: 4201.378418
	Iteration 17Q: 3 clusters Score -576182.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -576259.812500 Penalty: 4201.378418
	Iteration 18Q: 3 clusters Score -576259.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -576313.250000 Penalty: 4201.378418
	Iteration 19Q: 3 clusters Score -576313.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -576355.437500 Penalty: 4201.378418
	Iteration 20F: 3 clusters Score -576355.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -576396.937500 Penalty: 4201.378418
	Iteration 21Q: 3 clusters Score -576396.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -576432.500000 Penalty: 4201.378418
	Iteration 22Q: 3 clusters Score -576432.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -576475.500000 Penalty: 4201.378418
	Iteration 23Q: 3 clusters Score -576475.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -576518.750000 Penalty: 4201.378418
	Iteration 24Q: 3 clusters Score -576518.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -576566.750000 Penalty: 4201.378418
	Iteration 25Q: 3 clusters Score -576566.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -576617.500000 Penalty: 4201.378418
	Iteration 26Q: 3 clusters Score -576617.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -576662.250000 Penalty: 4201.378418
	Iteration 27Q: 3 clusters Score -576662.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -576695.312500 Penalty: 4201.378418
	Iteration 28Q: 3 clusters Score -576695.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -576726.500000 Penalty: 4201.378418
	Iteration 29Q: 3 clusters Score -576726.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -576755.812500 Penalty: 4201.378418
	Iteration 30Q: 3 clusters Score -576755.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -576771.562500 Penalty: 4201.378418
	Iteration 31Q: 3 clusters Score -576771.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -576788.437500 Penalty: 4201.378418
	Iteration 32Q: 3 clusters Score -576788.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -576802.000000 Penalty: 4201.378418
	Iteration 33Q: 3 clusters Score -576802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -576818.875000 Penalty: 4201.378418
	Iteration 34Q: 3 clusters Score -576818.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -576833.625000 Penalty: 4201.378418
	Iteration 35Q: 3 clusters Score -576833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -576852.812500 Penalty: 4201.378418
	Iteration 36Q: 3 clusters Score -576852.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -576879.375000 Penalty: 4201.378418
	Iteration 37Q: 3 clusters Score -576879.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -576910.000000 Penalty: 4201.378418
	Iteration 38Q: 3 clusters Score -576910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -576941.312500 Penalty: 4201.378418
	Iteration 39Q: 3 clusters Score -576941.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -576978.500000 Penalty: 4201.378418
	Iteration 40F: 3 clusters Score -576978.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -577013.250000 Penalty: 4201.378418
	Iteration 41Q: 3 clusters Score -577013.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -577039.312500 Penalty: 4201.378418
	Iteration 42Q: 3 clusters Score -577039.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -577083.125000 Penalty: 4201.378418
	Iteration 43Q: 3 clusters Score -577083.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -577133.187500 Penalty: 4201.378418
	Iteration 44Q: 3 clusters Score -577133.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -577174.250000 Penalty: 4201.378418
	Iteration 45Q: 3 clusters Score -577174.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -577198.125000 Penalty: 4201.378418
	Iteration 46Q: 3 clusters Score -577198.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -577217.250000 Penalty: 4201.378418
	Iteration 47Q: 3 clusters Score -577217.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -577239.687500 Penalty: 4201.378418
	Iteration 48Q: 3 clusters Score -577239.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -577253.000000 Penalty: 4201.378418
	Iteration 49Q: 3 clusters Score -577253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -577260.625000 Penalty: 4201.378418
	Iteration 50Q: 3 clusters Score -577260.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -577263.875000 Penalty: 4201.378418
	Iteration 51Q: 3 clusters Score -577263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -577267.250000 Penalty: 4201.378418
	Iteration 52Q: 3 clusters Score -577267.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -577269.687500 Penalty: 4201.378418
	Iteration 53Q: 3 clusters Score -577269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -577273.187500 Penalty: 4201.378418
	Iteration 54Q: 3 clusters Score -577273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -577273.875000 Penalty: 4201.378418
	Iteration 55Q: 3 clusters Score -577273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -577273.875000 Penalty: 4201.378418
	Iteration 56Q: 3 clusters Score -577273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -577275.437500 Penalty: 4201.378418
	Iteration 57Q: 3 clusters Score -577275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -577276.000000 Penalty: 4201.378418
	Iteration 58Q: 3 clusters Score -577276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -577275.687500 Penalty: 4201.378418
	Iteration 59Q: 3 clusters Score -577275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -577276.625000 Penalty: 4201.378418
	Iteration 60F: 3 clusters Score -577276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Entering Unmasked Estep 
Score: -9985090.000000 Penalty: 2810.995605
	Iteration 0F: 2 clusters Score -9985090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -9929073.000000 Penalty: 5621.991211
	Iteration 0F: 3 clusters Score -9929073 nChanged 39504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -9951995.000000 Penalty: 5621.991211
	Iteration 1F: 3 clusters Score -9951995 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -9953335.000000 Penalty: 5621.991211
	Iteration 2Q: 3 clusters Score -9953335 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -9955560.000000 Penalty: 5621.991211
	Iteration 3F: 3 clusters Score -9955560 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -9959235.000000 Penalty: 5621.991211
	Iteration 4F: 3 clusters Score -9959235 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -9964374.000000 Penalty: 5621.991211
	Iteration 5F: 3 clusters Score -9964374 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -9970314.000000 Penalty: 5621.991211
	Iteration 6F: 3 clusters Score -9970314 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9975493.000000 Penalty: 5621.991211
	Iteration 7F: 3 clusters Score -9975493 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9979253.000000 Penalty: 5621.991211
	Iteration 8Q: 3 clusters Score -9979253 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9981337.000000 Penalty: 5621.991211
	Iteration 9Q: 3 clusters Score -9981337 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9982131.000000 Penalty: 5621.991211
	Iteration 10Q: 3 clusters Score -9982131 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9982405.000000 Penalty: 5621.991211
	Iteration 11Q: 3 clusters Score -9982405 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9982540.000000 Penalty: 5621.991211
	Iteration 12Q: 3 clusters Score -9982540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9982603.000000 Penalty: 5621.991211
	Iteration 13Q: 3 clusters Score -9982603 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9982627.000000 Penalty: 5621.991211
	Iteration 14Q: 3 clusters Score -9982627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9982666.000000 Penalty: 5621.991211
	Iteration 15Q: 3 clusters Score -9982666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9982707.000000 Penalty: 5621.991211
	Iteration 16Q: 3 clusters Score -9982707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9982719.000000 Penalty: 5621.991211
	Iteration 17Q: 3 clusters Score -9982719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9982729.000000 Penalty: 5621.991211
	Iteration 18Q: 3 clusters Score -9982729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9982753.000000 Penalty: 5621.991211
	Iteration 19Q: 3 clusters Score -9982753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9982754.000000 Penalty: 5621.991211
	Iteration 20F: 3 clusters Score -9982754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9982759.000000 Penalty: 5621.991211
	Iteration 21Q: 3 clusters Score -9982759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9982754.000000 Penalty: 5621.991211
	Iteration 22Q: 3 clusters Score -9982754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9982753.000000 Penalty: 5621.991211
	Iteration 23Q: 3 clusters Score -9982753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9982761.000000 Penalty: 5621.991211
	Iteration 24Q: 3 clusters Score -9982761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9982761.000000 Penalty: 5621.991211
	Iteration 25F: 3 clusters Score -9982761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1068542.000000 Penalty: 2238.253418
	Iteration 0F: 2 clusters Score -1068542 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 4260 members 
Entering Unmasked Estep 
Score: -1061870.875000 Penalty: 4476.506836
	Iteration 0F: 3 clusters Score -1061871 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1063662.000000 Penalty: 4476.506836
	Iteration 1F: 3 clusters Score -1063662 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1063939.500000 Penalty: 4476.506836
	Iteration 2F: 3 clusters Score -1063940 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1064146.375000 Penalty: 4476.506836
	Iteration 3Q: 3 clusters Score -1064146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1064356.000000 Penalty: 4476.506836
	Iteration 4Q: 3 clusters Score -1064356 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1064552.500000 Penalty: 4476.506836
	Iteration 5Q: 3 clusters Score -1064552 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1064754.875000 Penalty: 4476.506836
	Iteration 6Q: 3 clusters Score -1064755 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1064984.250000 Penalty: 4476.506836
	Iteration 7Q: 3 clusters Score -1064984 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1065231.375000 Penalty: 4476.506836
	Iteration 8Q: 3 clusters Score -1065231 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1065476.000000 Penalty: 4476.506836
	Iteration 9Q: 3 clusters Score -1065476 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1065726.875000 Penalty: 4476.506836
	Iteration 10Q: 3 clusters Score -1065727 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1065964.750000 Penalty: 4476.506836
	Iteration 11Q: 3 clusters Score -1065965 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1066144.000000 Penalty: 4476.506836
	Iteration 12Q: 3 clusters Score -1066144 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1066273.625000 Penalty: 4476.506836
	Iteration 13Q: 3 clusters Score -1066274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1066353.500000 Penalty: 4476.506836
	Iteration 14Q: 3 clusters Score -1066354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1066399.000000 Penalty: 4476.506836
	Iteration 15Q: 3 clusters Score -1066399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1066424.875000 Penalty: 4476.506836
	Iteration 16Q: 3 clusters Score -1066425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1066446.500000 Penalty: 4476.506836
	Iteration 17Q: 3 clusters Score -1066446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1066468.750000 Penalty: 4476.506836
	Iteration 18Q: 3 clusters Score -1066469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1066487.875000 Penalty: 4476.506836
	Iteration 19Q: 3 clusters Score -1066488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1066497.125000 Penalty: 4476.506836
	Iteration 20F: 3 clusters Score -1066497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1066509.750000 Penalty: 4476.506836
	Iteration 21Q: 3 clusters Score -1066510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1066522.125000 Penalty: 4476.506836
	Iteration 22Q: 3 clusters Score -1066522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1066531.000000 Penalty: 4476.506836
	Iteration 23Q: 3 clusters Score -1066531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1066538.750000 Penalty: 4476.506836
	Iteration 24Q: 3 clusters Score -1066539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1066548.000000 Penalty: 4476.506836
	Iteration 25Q: 3 clusters Score -1066548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1066554.000000 Penalty: 4476.506836
	Iteration 26Q: 3 clusters Score -1066554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1066566.625000 Penalty: 4476.506836
	Iteration 27Q: 3 clusters Score -1066567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1066577.000000 Penalty: 4476.506836
	Iteration 28Q: 3 clusters Score -1066577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1066582.625000 Penalty: 4476.506836
	Iteration 29Q: 3 clusters Score -1066583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1066584.750000 Penalty: 4476.506836
	Iteration 30Q: 3 clusters Score -1066585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1066584.750000 Penalty: 4476.506836
	Iteration 31F: 3 clusters Score -1066585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -147160.218750 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -147160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145018.171875 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -145018.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -145570.093750 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -145570.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -146009.796875 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -146009.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -146355.437500 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -146355.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146646.984375 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -146647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146870.796875 Penalty: 3571.040527
	Iteration 5F: 3 clusters Score -146870.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147038.546875 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -147038.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147229.000000 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -147229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -147379.953125 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -147380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -147602.265625 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -147602.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -147736.875000 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -147736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -147743.343750 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -147743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -147746.703125 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -147746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147749.265625 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -147749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -147749.265625 Penalty: 3571.040527
	Iteration 14F: 3 clusters Score -147749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 172502 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 141869 members 
Mstep: Class 6 contains 198359 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 83672 members 
Mstep: Class 10 contains 8310 members 
Mstep: Class 11 contains 526 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22820 members 
Mstep: Class 16 contains 184842 members 
Mstep: Class 17 contains 12668 members 
Mstep: Class 18 contains 227122 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 202468 members 
Mstep: Class 21 contains 50302 members 
Mstep: Class 22 contains 76184 members 
Mstep: Class 23 contains 813 members 
Entering Unmasked Estep 
Score: -194661536.000000 Penalty: 81526.742188
Splitting cluster 11 changes total score from -194662560.000000 to -194661536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -701341.500000 Penalty: 2166.051270
	Iteration 0F: 2 clusters Score -701341.5 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 3172 members 
Entering Unmasked Estep 
Score: -696142.125000 Penalty: 4332.102539
	Iteration 0F: 3 clusters Score -696142.1 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -697752.125000 Penalty: 4332.102539
	Iteration 1F: 3 clusters Score -697752.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -698225.625000 Penalty: 4332.102539
	Iteration 2F: 3 clusters Score -698225.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -698591.000000 Penalty: 4332.102539
	Iteration 3F: 3 clusters Score -698591 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -698902.562500 Penalty: 4332.102539
	Iteration 4F: 3 clusters Score -698902.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -699112.875000 Penalty: 4332.102539
	Iteration 5Q: 3 clusters Score -699112.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -699267.312500 Penalty: 4332.102539
	Iteration 6Q: 3 clusters Score -699267.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -699371.750000 Penalty: 4332.102539
	Iteration 7Q: 3 clusters Score -699371.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -699449.000000 Penalty: 4332.102539
	Iteration 8Q: 3 clusters Score -699449 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -699510.750000 Penalty: 4332.102539
	Iteration 9Q: 3 clusters Score -699510.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -699568.562500 Penalty: 4332.102539
	Iteration 10Q: 3 clusters Score -699568.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -699647.437500 Penalty: 4332.102539
	Iteration 11Q: 3 clusters Score -699647.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -699736.062500 Penalty: 4332.102539
	Iteration 12Q: 3 clusters Score -699736.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -699841.062500 Penalty: 4332.102539
	Iteration 13Q: 3 clusters Score -699841.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -699934.875000 Penalty: 4332.102539
	Iteration 14Q: 3 clusters Score -699934.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -700030.687500 Penalty: 4332.102539
	Iteration 15Q: 3 clusters Score -700030.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -700115.812500 Penalty: 4332.102539
	Iteration 16Q: 3 clusters Score -700115.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -700204.375000 Penalty: 4332.102539
	Iteration 17Q: 3 clusters Score -700204.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -700302.625000 Penalty: 4332.102539
	Iteration 18Q: 3 clusters Score -700302.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -700385.812500 Penalty: 4332.102539
	Iteration 19Q: 3 clusters Score -700385.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -700464.937500 Penalty: 4332.102539
	Iteration 20F: 3 clusters Score -700464.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -700545.937500 Penalty: 4332.102539
	Iteration 21Q: 3 clusters Score -700545.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -700615.812500 Penalty: 4332.102539
	Iteration 22Q: 3 clusters Score -700615.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -700681.000000 Penalty: 4332.102539
	Iteration 23Q: 3 clusters Score -700681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -700726.437500 Penalty: 4332.102539
	Iteration 24Q: 3 clusters Score -700726.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -700758.812500 Penalty: 4332.102539
	Iteration 25Q: 3 clusters Score -700758.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -700790.687500 Penalty: 4332.102539
	Iteration 26Q: 3 clusters Score -700790.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -700818.125000 Penalty: 4332.102539
	Iteration 27Q: 3 clusters Score -700818.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -700839.187500 Penalty: 4332.102539
	Iteration 28Q: 3 clusters Score -700839.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -700858.625000 Penalty: 4332.102539
	Iteration 29Q: 3 clusters Score -700858.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -700867.125000 Penalty: 4332.102539
	Iteration 30Q: 3 clusters Score -700867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -700873.375000 Penalty: 4332.102539
	Iteration 31Q: 3 clusters Score -700873.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -700877.000000 Penalty: 4332.102539
	Iteration 32Q: 3 clusters Score -700877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -700879.312500 Penalty: 4332.102539
	Iteration 33Q: 3 clusters Score -700879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -700880.562500 Penalty: 4332.102539
	Iteration 34Q: 3 clusters Score -700880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -700881.812500 Penalty: 4332.102539
	Iteration 35Q: 3 clusters Score -700881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -700885.375000 Penalty: 4332.102539
	Iteration 36Q: 3 clusters Score -700885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -700887.062500 Penalty: 4332.102539
	Iteration 37Q: 3 clusters Score -700887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -700887.062500 Penalty: 4332.102539
	Iteration 38F: 3 clusters Score -700887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Entering Unmasked Estep 
Score: -405339.718750 Penalty: 2007.405884
	Iteration 0F: 2 clusters Score -405339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -401869.093750 Penalty: 4014.811768
	Iteration 0F: 3 clusters Score -401869.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -402554.406250 Penalty: 4014.811768
	Iteration 1F: 3 clusters Score -402554.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -402725.781250 Penalty: 4014.811768
	Iteration 2F: 3 clusters Score -402725.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -402824.875000 Penalty: 4014.811768
	Iteration 3F: 3 clusters Score -402824.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -402869.812500 Penalty: 4014.811768
	Iteration 4Q: 3 clusters Score -402869.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -402903.593750 Penalty: 4014.811768
	Iteration 5Q: 3 clusters Score -402903.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -402941.250000 Penalty: 4014.811768
	Iteration 6Q: 3 clusters Score -402941.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -402969.375000 Penalty: 4014.811768
	Iteration 7Q: 3 clusters Score -402969.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -402993.875000 Penalty: 4014.811768
	Iteration 8Q: 3 clusters Score -402993.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -403024.062500 Penalty: 4014.811768
	Iteration 9Q: 3 clusters Score -403024.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -403049.906250 Penalty: 4014.811768
	Iteration 10Q: 3 clusters Score -403049.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -403073.031250 Penalty: 4014.811768
	Iteration 11Q: 3 clusters Score -403073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -403085.500000 Penalty: 4014.811768
	Iteration 12Q: 3 clusters Score -403085.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -403102.656250 Penalty: 4014.811768
	Iteration 13Q: 3 clusters Score -403102.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -403120.500000 Penalty: 4014.811768
	Iteration 14Q: 3 clusters Score -403120.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -403139.250000 Penalty: 4014.811768
	Iteration 15Q: 3 clusters Score -403139.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -403159.968750 Penalty: 4014.811768
	Iteration 16Q: 3 clusters Score -403160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -403177.718750 Penalty: 4014.811768
	Iteration 17Q: 3 clusters Score -403177.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -403197.593750 Penalty: 4014.811768
	Iteration 18Q: 3 clusters Score -403197.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -403223.562500 Penalty: 4014.811768
	Iteration 19Q: 3 clusters Score -403223.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -403249.218750 Penalty: 4014.811768
	Iteration 20F: 3 clusters Score -403249.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -403272.718750 Penalty: 4014.811768
	Iteration 21Q: 3 clusters Score -403272.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -403296.468750 Penalty: 4014.811768
	Iteration 22Q: 3 clusters Score -403296.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -403315.093750 Penalty: 4014.811768
	Iteration 23Q: 3 clusters Score -403315.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -403330.781250 Penalty: 4014.811768
	Iteration 24Q: 3 clusters Score -403330.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -403344.375000 Penalty: 4014.811768
	Iteration 25Q: 3 clusters Score -403344.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -403359.562500 Penalty: 4014.811768
	Iteration 26Q: 3 clusters Score -403359.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -403370.437500 Penalty: 4014.811768
	Iteration 27Q: 3 clusters Score -403370.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -403376.187500 Penalty: 4014.811768
	Iteration 28Q: 3 clusters Score -403376.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -403384.562500 Penalty: 4014.811768
	Iteration 29Q: 3 clusters Score -403384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -403391.937500 Penalty: 4014.811768
	Iteration 30Q: 3 clusters Score -403391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -403398.906250 Penalty: 4014.811768
	Iteration 31Q: 3 clusters Score -403398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -403403.218750 Penalty: 4014.811768
	Iteration 32Q: 3 clusters Score -403403.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -403408.187500 Penalty: 4014.811768
	Iteration 33Q: 3 clusters Score -403408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -403410.812500 Penalty: 4014.811768
	Iteration 34Q: 3 clusters Score -403410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -403413.781250 Penalty: 4014.811768
	Iteration 35Q: 3 clusters Score -403413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -403418.625000 Penalty: 4014.811768
	Iteration 36Q: 3 clusters Score -403418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -403424.031250 Penalty: 4014.811768
	Iteration 37Q: 3 clusters Score -403424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -403431.843750 Penalty: 4014.811768
	Iteration 38Q: 3 clusters Score -403431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -403437.312500 Penalty: 4014.811768
	Iteration 39Q: 3 clusters Score -403437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -403448.937500 Penalty: 4014.811768
	Iteration 40F: 3 clusters Score -403448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -403459.781250 Penalty: 4014.811768
	Iteration 41Q: 3 clusters Score -403459.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -403471.250000 Penalty: 4014.811768
	Iteration 42Q: 3 clusters Score -403471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -403484.875000 Penalty: 4014.811768
	Iteration 43Q: 3 clusters Score -403484.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -403497.843750 Penalty: 4014.811768
	Iteration 44Q: 3 clusters Score -403497.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -403516.531250 Penalty: 4014.811768
	Iteration 45Q: 3 clusters Score -403516.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -403530.312500 Penalty: 4014.811768
	Iteration 46Q: 3 clusters Score -403530.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -403537.375000 Penalty: 4014.811768
	Iteration 47Q: 3 clusters Score -403537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -403545.781250 Penalty: 4014.811768
	Iteration 48Q: 3 clusters Score -403545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -403557.625000 Penalty: 4014.811768
	Iteration 49Q: 3 clusters Score -403557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -403563.625000 Penalty: 4014.811768
	Iteration 50Q: 3 clusters Score -403563.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -403569.250000 Penalty: 4014.811768
	Iteration 51Q: 3 clusters Score -403569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -403578.656250 Penalty: 4014.811768
	Iteration 52Q: 3 clusters Score -403578.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -403587.343750 Penalty: 4014.811768
	Iteration 53Q: 3 clusters Score -403587.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -403596.718750 Penalty: 4014.811768
	Iteration 54Q: 3 clusters Score -403596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -403604.000000 Penalty: 4014.811768
	Iteration 55Q: 3 clusters Score -403604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -403614.406250 Penalty: 4014.811768
	Iteration 56Q: 3 clusters Score -403614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -403622.437500 Penalty: 4014.811768
	Iteration 57Q: 3 clusters Score -403622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -403628.656250 Penalty: 4014.811768
	Iteration 58Q: 3 clusters Score -403628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -403637.718750 Penalty: 4014.811768
	Iteration 59Q: 3 clusters Score -403637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -403641.781250 Penalty: 4014.811768
	Iteration 60F: 3 clusters Score -403641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -403645.875000 Penalty: 4014.811768
	Iteration 61Q: 3 clusters Score -403645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -403647.343750 Penalty: 4014.811768
	Iteration 62Q: 3 clusters Score -403647.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -403651.656250 Penalty: 4014.811768
	Iteration 63Q: 3 clusters Score -403651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -403654.062500 Penalty: 4014.811768
	Iteration 64Q: 3 clusters Score -403654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -403655.437500 Penalty: 4014.811768
	Iteration 65Q: 3 clusters Score -403655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -403658.531250 Penalty: 4014.811768
	Iteration 66Q: 3 clusters Score -403658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -403661.687500 Penalty: 4014.811768
	Iteration 67Q: 3 clusters Score -403661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -403663.718750 Penalty: 4014.811768
	Iteration 68Q: 3 clusters Score -403663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -403665.687500 Penalty: 4014.811768
	Iteration 69Q: 3 clusters Score -403665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -403665.687500 Penalty: 4014.811768
	Iteration 70F: 3 clusters Score -403665.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Entering Unmasked Estep 
Score: -794189.875000 Penalty: 2188.738770
	Iteration 0F: 2 clusters Score -794189.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -788607.937500 Penalty: 4377.477539
	Iteration 0F: 3 clusters Score -788607.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -790215.562500 Penalty: 4377.477539
	Iteration 1F: 3 clusters Score -790215.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -790644.000000 Penalty: 4377.477539
	Iteration 2F: 3 clusters Score -790644 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -791082.250000 Penalty: 4377.477539
	Iteration 3F: 3 clusters Score -791082.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -791573.812500 Penalty: 4377.477539
	Iteration 4F: 3 clusters Score -791573.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -792026.312500 Penalty: 4377.477539
	Iteration 5F: 3 clusters Score -792026.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -792388.500000 Penalty: 4377.477539
	Iteration 6F: 3 clusters Score -792388.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -792649.500000 Penalty: 4377.477539
	Iteration 7Q: 3 clusters Score -792649.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -792856.875000 Penalty: 4377.477539
	Iteration 8Q: 3 clusters Score -792856.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -793002.812500 Penalty: 4377.477539
	Iteration 9Q: 3 clusters Score -793002.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -793079.125000 Penalty: 4377.477539
	Iteration 10Q: 3 clusters Score -793079.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -793126.312500 Penalty: 4377.477539
	Iteration 11Q: 3 clusters Score -793126.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -793158.187500 Penalty: 4377.477539
	Iteration 12Q: 3 clusters Score -793158.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -793185.937500 Penalty: 4377.477539
	Iteration 13Q: 3 clusters Score -793185.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -793207.750000 Penalty: 4377.477539
	Iteration 14Q: 3 clusters Score -793207.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -793228.750000 Penalty: 4377.477539
	Iteration 15Q: 3 clusters Score -793228.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -793239.687500 Penalty: 4377.477539
	Iteration 16Q: 3 clusters Score -793239.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -793251.687500 Penalty: 4377.477539
	Iteration 17Q: 3 clusters Score -793251.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -793261.625000 Penalty: 4377.477539
	Iteration 18Q: 3 clusters Score -793261.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -793268.687500 Penalty: 4377.477539
	Iteration 19Q: 3 clusters Score -793268.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -793276.562500 Penalty: 4377.477539
	Iteration 20F: 3 clusters Score -793276.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -793286.000000 Penalty: 4377.477539
	Iteration 21Q: 3 clusters Score -793286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -793294.125000 Penalty: 4377.477539
	Iteration 22Q: 3 clusters Score -793294.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -793301.062500 Penalty: 4377.477539
	Iteration 23Q: 3 clusters Score -793301.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -793307.875000 Penalty: 4377.477539
	Iteration 24Q: 3 clusters Score -793307.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -793311.625000 Penalty: 4377.477539
	Iteration 25Q: 3 clusters Score -793311.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -793317.375000 Penalty: 4377.477539
	Iteration 26Q: 3 clusters Score -793317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -793320.500000 Penalty: 4377.477539
	Iteration 27Q: 3 clusters Score -793320.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -793323.687500 Penalty: 4377.477539
	Iteration 28Q: 3 clusters Score -793323.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -793326.562500 Penalty: 4377.477539
	Iteration 29Q: 3 clusters Score -793326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -793333.437500 Penalty: 4377.477539
	Iteration 30Q: 3 clusters Score -793333.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -793333.000000 Penalty: 4377.477539
	Iteration 31Q: 3 clusters Score -793333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -793337.375000 Penalty: 4377.477539
	Iteration 32Q: 3 clusters Score -793337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -793339.250000 Penalty: 4377.477539
	Iteration 33Q: 3 clusters Score -793339.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -793341.250000 Penalty: 4377.477539
	Iteration 34Q: 3 clusters Score -793341.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -793341.187500 Penalty: 4377.477539
	Iteration 35Q: 3 clusters Score -793341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -793343.562500 Penalty: 4377.477539
	Iteration 36Q: 3 clusters Score -793343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -793347.562500 Penalty: 4377.477539
	Iteration 37Q: 3 clusters Score -793347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -793349.687500 Penalty: 4377.477539
	Iteration 38Q: 3 clusters Score -793349.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -793352.250000 Penalty: 4377.477539
	Iteration 39Q: 3 clusters Score -793352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -793356.125000 Penalty: 4377.477539
	Iteration 40F: 3 clusters Score -793356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -793356.125000 Penalty: 4377.477539
	Iteration 41Q: 3 clusters Score -793356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -793356.000000 Penalty: 4377.477539
	Iteration 42Q: 3 clusters Score -793356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -793357.250000 Penalty: 4377.477539
	Iteration 43Q: 3 clusters Score -793357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -793357.187500 Penalty: 4377.477539
	Iteration 44Q: 3 clusters Score -793357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -793357.562500 Penalty: 4377.477539
	Iteration 45Q: 3 clusters Score -793357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -793359.125000 Penalty: 4377.477539
	Iteration 46Q: 3 clusters Score -793359.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -793358.687500 Penalty: 4377.477539
	Iteration 47Q: 3 clusters Score -793358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -793360.125000 Penalty: 4377.477539
	Iteration 48Q: 3 clusters Score -793360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -793361.812500 Penalty: 4377.477539
	Iteration 49Q: 3 clusters Score -793361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -793360.750000 Penalty: 4377.477539
	Iteration 50Q: 3 clusters Score -793360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -793361.187500 Penalty: 4377.477539
	Iteration 51Q: 3 clusters Score -793361.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -793361.187500 Penalty: 4377.477539
	Iteration 52F: 3 clusters Score -793361.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Entering Unmasked Estep 
Score: -2739767.750000 Penalty: 2488.777344
	Iteration 0F: 2 clusters Score -2739768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2723788.250000 Penalty: 4977.554688
	Iteration 0F: 3 clusters Score -2723788 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2729199.750000 Penalty: 4977.554688
	Iteration 1F: 3 clusters Score -2729200 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2729629.500000 Penalty: 4977.554688
	Iteration 2F: 3 clusters Score -2729630 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2729962.250000 Penalty: 4977.554688
	Iteration 3Q: 3 clusters Score -2729962 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2730239.750000 Penalty: 4977.554688
	Iteration 4Q: 3 clusters Score -2730240 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2730509.750000 Penalty: 4977.554688
	Iteration 5Q: 3 clusters Score -2730510 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2730821.000000 Penalty: 4977.554688
	Iteration 6Q: 3 clusters Score -2730821 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2731171.250000 Penalty: 4977.554688
	Iteration 7Q: 3 clusters Score -2731171 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2731632.000000 Penalty: 4977.554688
	Iteration 8Q: 3 clusters Score -2731632 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2732219.250000 Penalty: 4977.554688
	Iteration 9Q: 3 clusters Score -2732219 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2733079.750000 Penalty: 4977.554688
	Iteration 10F: 3 clusters Score -2733080 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2734184.250000 Penalty: 4977.554688
	Iteration 11F: 3 clusters Score -2734184 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2735372.750000 Penalty: 4977.554688
	Iteration 12F: 3 clusters Score -2735373 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2736288.250000 Penalty: 4977.554688
	Iteration 13Q: 3 clusters Score -2736288 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2736872.750000 Penalty: 4977.554688
	Iteration 14Q: 3 clusters Score -2736873 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2737197.500000 Penalty: 4977.554688
	Iteration 15Q: 3 clusters Score -2737198 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2737350.750000 Penalty: 4977.554688
	Iteration 16Q: 3 clusters Score -2737351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2737428.750000 Penalty: 4977.554688
	Iteration 17Q: 3 clusters Score -2737429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2737487.250000 Penalty: 4977.554688
	Iteration 18Q: 3 clusters Score -2737487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2737522.500000 Penalty: 4977.554688
	Iteration 19Q: 3 clusters Score -2737522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2737549.000000 Penalty: 4977.554688
	Iteration 20F: 3 clusters Score -2737549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2737565.000000 Penalty: 4977.554688
	Iteration 21Q: 3 clusters Score -2737565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2737578.250000 Penalty: 4977.554688
	Iteration 22Q: 3 clusters Score -2737578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2737578.000000 Penalty: 4977.554688
	Iteration 23Q: 3 clusters Score -2737578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2737585.500000 Penalty: 4977.554688
	Iteration 24Q: 3 clusters Score -2737586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2737585.500000 Penalty: 4977.554688
	Iteration 25F: 3 clusters Score -2737586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184842 members 
Entering Unmasked Estep 
Score: -22843568.000000 Penalty: 3007.559570
	Iteration 0F: 2 clusters Score -2.284357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -22726488.000000 Penalty: 6015.119141
	Iteration 0F: 3 clusters Score -2.272649e+07 nChanged 88642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 94852 members 
Entering Unmasked Estep 
Score: -22778712.000000 Penalty: 6015.119141
	Iteration 1F: 3 clusters Score -2.277871e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 96452 members 
Entering Unmasked Estep 
Score: -22779928.000000 Penalty: 6015.119141
	Iteration 2Q: 3 clusters Score -2.277993e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -22781280.000000 Penalty: 6015.119141
	Iteration 3Q: 3 clusters Score -2.278128e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 102524 members 
Entering Unmasked Estep 
Score: -22783680.000000 Penalty: 6015.119141
	Iteration 4Q: 3 clusters Score -2.278368e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -22787528.000000 Penalty: 6015.119141
	Iteration 5Q: 3 clusters Score -2.278753e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -22793764.000000 Penalty: 6015.119141
	Iteration 6F: 3 clusters Score -2.279376e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -22802520.000000 Penalty: 6015.119141
	Iteration 7F: 3 clusters Score -2.280252e+07 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 137791 members 
Entering Unmasked Estep 
Score: -22813280.000000 Penalty: 6015.119141
	Iteration 8F: 3 clusters Score -2.281328e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 148602 members 
Entering Unmasked Estep 
Score: -22823488.000000 Penalty: 6015.119141
	Iteration 9F: 3 clusters Score -2.282349e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 157215 members 
Entering Unmasked Estep 
Score: -22830996.000000 Penalty: 6015.119141
	Iteration 10F: 3 clusters Score -2.2831e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 163623 members 
Entering Unmasked Estep 
Score: -22835756.000000 Penalty: 6015.119141
	Iteration 11Q: 3 clusters Score -2.283576e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -22838748.000000 Penalty: 6015.119141
	Iteration 12Q: 3 clusters Score -2.283875e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -22840548.000000 Penalty: 6015.119141
	Iteration 13Q: 3 clusters Score -2.284055e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 173856 members 
Entering Unmasked Estep 
Score: -22841758.000000 Penalty: 6015.119141
	Iteration 14Q: 3 clusters Score -2.284176e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 175557 members 
Entering Unmasked Estep 
Score: -22842426.000000 Penalty: 6015.119141
	Iteration 15Q: 3 clusters Score -2.284243e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 176873 members 
Entering Unmasked Estep 
Score: -22842754.000000 Penalty: 6015.119141
	Iteration 16Q: 3 clusters Score -2.284275e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 177875 members 
Entering Unmasked Estep 
Score: -22842952.000000 Penalty: 6015.119141
	Iteration 17Q: 3 clusters Score -2.284295e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 178663 members 
Entering Unmasked Estep 
Score: -22843252.000000 Penalty: 6015.119141
	Iteration 18Q: 3 clusters Score -2.284325e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -22843284.000000 Penalty: 6015.119141
	Iteration 19Q: 3 clusters Score -2.284328e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 179732 members 
Entering Unmasked Estep 
Score: -22843362.000000 Penalty: 6015.119141
	Iteration 20F: 3 clusters Score -2.284336e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 180127 members 
Entering Unmasked Estep 
Score: -22843410.000000 Penalty: 6015.119141
	Iteration 21Q: 3 clusters Score -2.284341e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 180447 members 
Entering Unmasked Estep 
Score: -22843416.000000 Penalty: 6015.119141
	Iteration 22Q: 3 clusters Score -2.284342e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -22843402.000000 Penalty: 6015.119141
	Iteration 23Q: 3 clusters Score -2.28434e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -22843360.000000 Penalty: 6015.119141
	Iteration 24Q: 3 clusters Score -2.284336e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 181192 members 
Entering Unmasked Estep 
Score: -22843300.000000 Penalty: 6015.119141
	Iteration 25Q: 3 clusters Score -2.28433e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 181370 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 6015.119141
	Iteration 26Q: 3 clusters Score -2.28433e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 181505 members 
Entering Unmasked Estep 
Score: -22843216.000000 Penalty: 6015.119141
	Iteration 27Q: 3 clusters Score -2.284322e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 181621 members 
Entering Unmasked Estep 
Score: -22843258.000000 Penalty: 6015.119141
	Iteration 28Q: 3 clusters Score -2.284326e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 181729 members 
Entering Unmasked Estep 
Score: -22843234.000000 Penalty: 6015.119141
	Iteration 29Q: 3 clusters Score -2.284323e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 181816 members 
Entering Unmasked Estep 
Score: -22843246.000000 Penalty: 6015.119141
	Iteration 30Q: 3 clusters Score -2.284325e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 181883 members 
Entering Unmasked Estep 
Score: -22843256.000000 Penalty: 6015.119141
	Iteration 31Q: 3 clusters Score -2.284326e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 181948 members 
Entering Unmasked Estep 
Score: -22843282.000000 Penalty: 6015.119141
	Iteration 32Q: 3 clusters Score -2.284328e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 182010 members 
Entering Unmasked Estep 
Score: -22843270.000000 Penalty: 6015.119141
	Iteration 33Q: 3 clusters Score -2.284327e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 182062 members 
Entering Unmasked Estep 
Score: -22843254.000000 Penalty: 6015.119141
	Iteration 34Q: 3 clusters Score -2.284325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 182100 members 
Entering Unmasked Estep 
Score: -22843248.000000 Penalty: 6015.119141
	Iteration 35Q: 3 clusters Score -2.284325e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 182140 members 
Entering Unmasked Estep 
Score: -22843262.000000 Penalty: 6015.119141
	Iteration 36Q: 3 clusters Score -2.284326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 182170 members 
Entering Unmasked Estep 
Score: -22843276.000000 Penalty: 6015.119141
	Iteration 37Q: 3 clusters Score -2.284328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -22843288.000000 Penalty: 6015.119141
	Iteration 38Q: 3 clusters Score -2.284329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 182242 members 
Entering Unmasked Estep 
Score: -22843272.000000 Penalty: 6015.119141
	Iteration 39Q: 3 clusters Score -2.284327e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 182269 members 
Entering Unmasked Estep 
Score: -22843252.000000 Penalty: 6015.119141
	Iteration 40F: 3 clusters Score -2.284325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 182299 members 
Entering Unmasked Estep 
Score: -22843248.000000 Penalty: 6015.119141
	Iteration 41Q: 3 clusters Score -2.284325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 182315 members 
Entering Unmasked Estep 
Score: -22843282.000000 Penalty: 6015.119141
	Iteration 42Q: 3 clusters Score -2.284328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 182340 members 
Entering Unmasked Estep 
Score: -22843274.000000 Penalty: 6015.119141
	Iteration 43Q: 3 clusters Score -2.284327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 182367 members 
Entering Unmasked Estep 
Score: -22843290.000000 Penalty: 6015.119141
	Iteration 44Q: 3 clusters Score -2.284329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 182392 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 6015.119141
	Iteration 45Q: 3 clusters Score -2.284329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 182407 members 
Entering Unmasked Estep 
Score: -22843284.000000 Penalty: 6015.119141
	Iteration 46Q: 3 clusters Score -2.284328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 182425 members 
Entering Unmasked Estep 
Score: -22843266.000000 Penalty: 6015.119141
	Iteration 47Q: 3 clusters Score -2.284327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 182446 members 
Entering Unmasked Estep 
Score: -22843240.000000 Penalty: 6015.119141
	Iteration 48Q: 3 clusters Score -2.284324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -22843254.000000 Penalty: 6015.119141
	Iteration 49Q: 3 clusters Score -2.284325e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 182487 members 
Entering Unmasked Estep 
Score: -22843262.000000 Penalty: 6015.119141
	Iteration 50Q: 3 clusters Score -2.284326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 182509 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 6015.119141
	Iteration 51Q: 3 clusters Score -2.284329e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 182534 members 
Entering Unmasked Estep 
Score: -22843268.000000 Penalty: 6015.119141
	Iteration 52Q: 3 clusters Score -2.284327e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 182566 members 
Entering Unmasked Estep 
Score: -22843292.000000 Penalty: 6015.119141
	Iteration 53Q: 3 clusters Score -2.284329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 182607 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 6015.119141
	Iteration 54Q: 3 clusters Score -2.284329e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -22843302.000000 Penalty: 6015.119141
	Iteration 55Q: 3 clusters Score -2.28433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 182683 members 
Entering Unmasked Estep 
Score: -22843274.000000 Penalty: 6015.119141
	Iteration 56Q: 3 clusters Score -2.284327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 182713 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 6015.119141
	Iteration 57Q: 3 clusters Score -2.284329e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 182743 members 
Entering Unmasked Estep 
Score: -22843286.000000 Penalty: 6015.119141
	Iteration 58Q: 3 clusters Score -2.284329e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 182770 members 
Entering Unmasked Estep 
Score: -22843270.000000 Penalty: 6015.119141
	Iteration 59Q: 3 clusters Score -2.284327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 182792 members 
Entering Unmasked Estep 
Score: -22843284.000000 Penalty: 6015.119141
	Iteration 60F: 3 clusters Score -2.284328e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -22843300.000000 Penalty: 6015.119141
	Iteration 61Q: 3 clusters Score -2.28433e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 182831 members 
Entering Unmasked Estep 
Score: -22843270.000000 Penalty: 6015.119141
	Iteration 62Q: 3 clusters Score -2.284327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 182841 members 
Entering Unmasked Estep 
Score: -22843300.000000 Penalty: 6015.119141
	Iteration 63Q: 3 clusters Score -2.28433e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 182866 members 
Entering Unmasked Estep 
Score: -22843320.000000 Penalty: 6015.119141
	Iteration 64Q: 3 clusters Score -2.284332e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -22843338.000000 Penalty: 6015.119141
	Iteration 65Q: 3 clusters Score -2.284334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 182905 members 
Entering Unmasked Estep 
Score: -22843322.000000 Penalty: 6015.119141
	Iteration 66Q: 3 clusters Score -2.284332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 182927 members 
Entering Unmasked Estep 
Score: -22843332.000000 Penalty: 6015.119141
	Iteration 67Q: 3 clusters Score -2.284333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 182944 members 
Entering Unmasked Estep 
Score: -22843320.000000 Penalty: 6015.119141
	Iteration 68Q: 3 clusters Score -2.284332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -22843324.000000 Penalty: 6015.119141
	Iteration 69Q: 3 clusters Score -2.284332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 182984 members 
Entering Unmasked Estep 
Score: -22843336.000000 Penalty: 6015.119141
	Iteration 70Q: 3 clusters Score -2.284334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 182999 members 
Entering Unmasked Estep 
Score: -22843364.000000 Penalty: 6015.119141
	Iteration 71Q: 3 clusters Score -2.284336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -22843336.000000 Penalty: 6015.119141
	Iteration 72Q: 3 clusters Score -2.284334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 183027 members 
Entering Unmasked Estep 
Score: -22843346.000000 Penalty: 6015.119141
	Iteration 73Q: 3 clusters Score -2.284335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -22843326.000000 Penalty: 6015.119141
	Iteration 74Q: 3 clusters Score -2.284333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 183041 members 
Entering Unmasked Estep 
Score: -22843360.000000 Penalty: 6015.119141
	Iteration 75Q: 3 clusters Score -2.284336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 183044 members 
Entering Unmasked Estep 
Score: -22843364.000000 Penalty: 6015.119141
	Iteration 76Q: 3 clusters Score -2.284336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 183060 members 
Entering Unmasked Estep 
Score: -22843368.000000 Penalty: 6015.119141
	Iteration 77Q: 3 clusters Score -2.284337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 183074 members 
Entering Unmasked Estep 
Score: -22843362.000000 Penalty: 6015.119141
	Iteration 78Q: 3 clusters Score -2.284336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 183086 members 
Entering Unmasked Estep 
Score: -22843340.000000 Penalty: 6015.119141
	Iteration 79Q: 3 clusters Score -2.284334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 183093 members 
Entering Unmasked Estep 
Score: -22843342.000000 Penalty: 6015.119141
	Iteration 80F: 3 clusters Score -2.284334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 183101 members 
Entering Unmasked Estep 
Score: -22843350.000000 Penalty: 6015.119141
	Iteration 81Q: 3 clusters Score -2.284335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 183111 members 
Entering Unmasked Estep 
Score: -22843358.000000 Penalty: 6015.119141
	Iteration 82Q: 3 clusters Score -2.284336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 183119 members 
Entering Unmasked Estep 
Score: -22843380.000000 Penalty: 6015.119141
	Iteration 83Q: 3 clusters Score -2.284338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 183130 members 
Entering Unmasked Estep 
Score: -22843396.000000 Penalty: 6015.119141
	Iteration 84Q: 3 clusters Score -2.28434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 183150 members 
Entering Unmasked Estep 
Score: -22843354.000000 Penalty: 6015.119141
	Iteration 85Q: 3 clusters Score -2.284335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 183166 members 
Entering Unmasked Estep 
Score: -22843336.000000 Penalty: 6015.119141
	Iteration 86Q: 3 clusters Score -2.284334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 183189 members 
Entering Unmasked Estep 
Score: -22843386.000000 Penalty: 6015.119141
	Iteration 87Q: 3 clusters Score -2.284339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 183213 members 
Entering Unmasked Estep 
Score: -22843368.000000 Penalty: 6015.119141
	Iteration 88Q: 3 clusters Score -2.284337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 183231 members 
Entering Unmasked Estep 
Score: -22843374.000000 Penalty: 6015.119141
	Iteration 89Q: 3 clusters Score -2.284337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -22843380.000000 Penalty: 6015.119141
	Iteration 90Q: 3 clusters Score -2.284338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 183273 members 
Entering Unmasked Estep 
Score: -22843372.000000 Penalty: 6015.119141
	Iteration 91Q: 3 clusters Score -2.284337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 183289 members 
Entering Unmasked Estep 
Score: -22843362.000000 Penalty: 6015.119141
	Iteration 92Q: 3 clusters Score -2.284336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 183302 members 
Entering Unmasked Estep 
Score: -22843332.000000 Penalty: 6015.119141
	Iteration 93Q: 3 clusters Score -2.284333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 183312 members 
Entering Unmasked Estep 
Score: -22843342.000000 Penalty: 6015.119141
	Iteration 94Q: 3 clusters Score -2.284334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 183317 members 
Entering Unmasked Estep 
Score: -22843348.000000 Penalty: 6015.119141
	Iteration 95Q: 3 clusters Score -2.284335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 183321 members 
Entering Unmasked Estep 
Score: -22843362.000000 Penalty: 6015.119141
	Iteration 96Q: 3 clusters Score -2.284336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 183322 members 
Entering Unmasked Estep 
Score: -22843358.000000 Penalty: 6015.119141
	Iteration 97Q: 3 clusters Score -2.284336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 183324 members 
Entering Unmasked Estep 
Score: -22843372.000000 Penalty: 6015.119141
	Iteration 98Q: 3 clusters Score -2.284337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -22843378.000000 Penalty: 6015.119141
	Iteration 99Q: 3 clusters Score -2.284338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 183329 members 
Entering Unmasked Estep 
Score: -22843368.000000 Penalty: 6015.119141
	Iteration 100F: 3 clusters Score -2.284337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 183331 members 
Entering Unmasked Estep 
Score: -22843378.000000 Penalty: 6015.119141
	Iteration 101Q: 3 clusters Score -2.284338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 183335 members 
Entering Unmasked Estep 
Score: -22843378.000000 Penalty: 6015.119141
	Iteration 102Q: 3 clusters Score -2.284338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 183334 members 
Entering Unmasked Estep 
Score: -22843372.000000 Penalty: 6015.119141
	Iteration 103Q: 3 clusters Score -2.284337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 183335 members 
Entering Unmasked Estep 
Score: -22843374.000000 Penalty: 6015.119141
	Iteration 104Q: 3 clusters Score -2.284337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 183336 members 
Entering Unmasked Estep 
Score: -22843368.000000 Penalty: 6015.119141
	Iteration 105Q: 3 clusters Score -2.284337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 183337 members 
Entering Unmasked Estep 
Score: -22843362.000000 Penalty: 6015.119141
	Iteration 106Q: 3 clusters Score -2.284336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 183337 members 
Entering Unmasked Estep 
Score: -22843362.000000 Penalty: 6015.119141
	Iteration 107F: 3 clusters Score -2.284336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -1532914.250000 Penalty: 2342.814941
	Iteration 0F: 2 clusters Score -1532914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1523518.125000 Penalty: 4685.629883
	Iteration 0F: 3 clusters Score -1523518 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1526525.875000 Penalty: 4685.629883
	Iteration 1F: 3 clusters Score -1526526 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1526977.500000 Penalty: 4685.629883
	Iteration 2F: 3 clusters Score -1526978 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1527335.625000 Penalty: 4685.629883
	Iteration 3F: 3 clusters Score -1527336 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1527631.875000 Penalty: 4685.629883
	Iteration 4Q: 3 clusters Score -1527632 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1527892.875000 Penalty: 4685.629883
	Iteration 5Q: 3 clusters Score -1527893 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1528130.875000 Penalty: 4685.629883
	Iteration 6Q: 3 clusters Score -1528131 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1528349.375000 Penalty: 4685.629883
	Iteration 7Q: 3 clusters Score -1528349 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1528536.125000 Penalty: 4685.629883
	Iteration 8Q: 3 clusters Score -1528536 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1528687.875000 Penalty: 4685.629883
	Iteration 9Q: 3 clusters Score -1528688 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1528812.375000 Penalty: 4685.629883
	Iteration 10Q: 3 clusters Score -1528812 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1528963.625000 Penalty: 4685.629883
	Iteration 11Q: 3 clusters Score -1528964 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1529130.875000 Penalty: 4685.629883
	Iteration 12Q: 3 clusters Score -1529131 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1529309.625000 Penalty: 4685.629883
	Iteration 13Q: 3 clusters Score -1529310 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1529480.500000 Penalty: 4685.629883
	Iteration 14Q: 3 clusters Score -1529480 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1529645.000000 Penalty: 4685.629883
	Iteration 15Q: 3 clusters Score -1529645 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1529845.625000 Penalty: 4685.629883
	Iteration 16Q: 3 clusters Score -1529846 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1530045.125000 Penalty: 4685.629883
	Iteration 17Q: 3 clusters Score -1530045 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1530223.375000 Penalty: 4685.629883
	Iteration 18Q: 3 clusters Score -1530223 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1530387.875000 Penalty: 4685.629883
	Iteration 19Q: 3 clusters Score -1530388 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1530542.125000 Penalty: 4685.629883
	Iteration 20F: 3 clusters Score -1530542 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1530678.750000 Penalty: 4685.629883
	Iteration 21Q: 3 clusters Score -1530679 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1530799.500000 Penalty: 4685.629883
	Iteration 22Q: 3 clusters Score -1530800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1530909.375000 Penalty: 4685.629883
	Iteration 23Q: 3 clusters Score -1530909 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1531016.125000 Penalty: 4685.629883
	Iteration 24Q: 3 clusters Score -1531016 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1531111.500000 Penalty: 4685.629883
	Iteration 25Q: 3 clusters Score -1531112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1531196.875000 Penalty: 4685.629883
	Iteration 26Q: 3 clusters Score -1531197 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1531274.500000 Penalty: 4685.629883
	Iteration 27Q: 3 clusters Score -1531274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1531339.750000 Penalty: 4685.629883
	Iteration 28Q: 3 clusters Score -1531340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1531387.000000 Penalty: 4685.629883
	Iteration 29Q: 3 clusters Score -1531387 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1531411.875000 Penalty: 4685.629883
	Iteration 30Q: 3 clusters Score -1531412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1531437.625000 Penalty: 4685.629883
	Iteration 31Q: 3 clusters Score -1531438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1531454.625000 Penalty: 4685.629883
	Iteration 32Q: 3 clusters Score -1531455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1531472.375000 Penalty: 4685.629883
	Iteration 33Q: 3 clusters Score -1531472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1531489.250000 Penalty: 4685.629883
	Iteration 34Q: 3 clusters Score -1531489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1531507.375000 Penalty: 4685.629883
	Iteration 35Q: 3 clusters Score -1531507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1531527.375000 Penalty: 4685.629883
	Iteration 36Q: 3 clusters Score -1531527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1531529.750000 Penalty: 4685.629883
	Iteration 37Q: 3 clusters Score -1531530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1531541.000000 Penalty: 4685.629883
	Iteration 38Q: 3 clusters Score -1531541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1531551.625000 Penalty: 4685.629883
	Iteration 39Q: 3 clusters Score -1531552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1531573.250000 Penalty: 4685.629883
	Iteration 40F: 3 clusters Score -1531573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1531593.000000 Penalty: 4685.629883
	Iteration 41Q: 3 clusters Score -1531593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1531602.125000 Penalty: 4685.629883
	Iteration 42Q: 3 clusters Score -1531602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1531610.375000 Penalty: 4685.629883
	Iteration 43Q: 3 clusters Score -1531610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1531622.375000 Penalty: 4685.629883
	Iteration 44Q: 3 clusters Score -1531622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1531629.875000 Penalty: 4685.629883
	Iteration 45Q: 3 clusters Score -1531630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1531634.500000 Penalty: 4685.629883
	Iteration 46Q: 3 clusters Score -1531634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1531637.125000 Penalty: 4685.629883
	Iteration 47Q: 3 clusters Score -1531637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1531639.625000 Penalty: 4685.629883
	Iteration 48Q: 3 clusters Score -1531640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1531643.375000 Penalty: 4685.629883
	Iteration 49Q: 3 clusters Score -1531643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1531645.125000 Penalty: 4685.629883
	Iteration 50Q: 3 clusters Score -1531645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1531646.000000 Penalty: 4685.629883
	Iteration 51Q: 3 clusters Score -1531646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1531644.625000 Penalty: 4685.629883
	Iteration 52Q: 3 clusters Score -1531645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1531647.125000 Penalty: 4685.629883
	Iteration 53Q: 3 clusters Score -1531647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1531646.625000 Penalty: 4685.629883
	Iteration 54Q: 3 clusters Score -1531647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1531647.125000 Penalty: 4685.629883
	Iteration 55F: 3 clusters Score -1531647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1531648.250000 Penalty: 4685.629883
	Iteration 56Q: 3 clusters Score -1531648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1531648.625000 Penalty: 4685.629883
	Iteration 57Q: 3 clusters Score -1531649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1531648.375000 Penalty: 4685.629883
	Iteration 58Q: 3 clusters Score -1531648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1531648.375000 Penalty: 4685.629883
	Iteration 59F: 3 clusters Score -1531648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (227122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227122 members 
Entering Unmasked Estep 
Score: -27844928.000000 Penalty: 3058.644043
	Iteration 0F: 2 clusters Score -2.784493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -27697106.000000 Penalty: 6117.288086
	Iteration 0F: 3 clusters Score -2.769711e+07 nChanged 109480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -27761644.000000 Penalty: 6117.288086
	Iteration 1F: 3 clusters Score -2.776164e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Mstep: Class 2 contains 119973 members 
Entering Unmasked Estep 
Score: -27762718.000000 Penalty: 6117.288086
	Iteration 2Q: 3 clusters Score -2.776272e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103151 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -27764482.000000 Penalty: 6117.288086
	Iteration 3Q: 3 clusters Score -2.776448e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -27767126.000000 Penalty: 6117.288086
	Iteration 4Q: 3 clusters Score -2.776713e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -27771554.000000 Penalty: 6117.288086
	Iteration 5Q: 3 clusters Score -2.777155e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 152637 members 
Entering Unmasked Estep 
Score: -27779562.000000 Penalty: 6117.288086
	Iteration 6F: 3 clusters Score -2.777956e+07 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 170279 members 
Entering Unmasked Estep 
Score: -27793022.000000 Penalty: 6117.288086
	Iteration 7F: 3 clusters Score -2.779302e+07 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 190096 members 
Entering Unmasked Estep 
Score: -27809432.000000 Penalty: 6117.288086
	Iteration 8F: 3 clusters Score -2.780943e+07 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 207038 members 
Entering Unmasked Estep 
Score: -27824778.000000 Penalty: 6117.288086
	Iteration 9F: 3 clusters Score -2.782478e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 217380 members 
Entering Unmasked Estep 
Score: -27833744.000000 Penalty: 6117.288086
	Iteration 10Q: 3 clusters Score -2.783374e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 222253 members 
Entering Unmasked Estep 
Score: -27837898.000000 Penalty: 6117.288086
	Iteration 11Q: 3 clusters Score -2.78379e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 224384 members 
Entering Unmasked Estep 
Score: -27840070.000000 Penalty: 6117.288086
	Iteration 12Q: 3 clusters Score -2.784007e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 225317 members 
Entering Unmasked Estep 
Score: -27841032.000000 Penalty: 6117.288086
	Iteration 13Q: 3 clusters Score -2.784103e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 225745 members 
Entering Unmasked Estep 
Score: -27841468.000000 Penalty: 6117.288086
	Iteration 14Q: 3 clusters Score -2.784147e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 225963 members 
Entering Unmasked Estep 
Score: -27841678.000000 Penalty: 6117.288086
	Iteration 15Q: 3 clusters Score -2.784168e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 226086 members 
Entering Unmasked Estep 
Score: -27841888.000000 Penalty: 6117.288086
	Iteration 16Q: 3 clusters Score -2.784189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 226161 members 
Entering Unmasked Estep 
Score: -27842004.000000 Penalty: 6117.288086
	Iteration 17Q: 3 clusters Score -2.7842e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 226205 members 
Entering Unmasked Estep 
Score: -27842008.000000 Penalty: 6117.288086
	Iteration 18Q: 3 clusters Score -2.784201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 226230 members 
Entering Unmasked Estep 
Score: -27842024.000000 Penalty: 6117.288086
	Iteration 19Q: 3 clusters Score -2.784202e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 226257 members 
Entering Unmasked Estep 
Score: -27842074.000000 Penalty: 6117.288086
	Iteration 20F: 3 clusters Score -2.784207e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 226282 members 
Entering Unmasked Estep 
Score: -27842108.000000 Penalty: 6117.288086
	Iteration 21Q: 3 clusters Score -2.784211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 226300 members 
Entering Unmasked Estep 
Score: -27842122.000000 Penalty: 6117.288086
	Iteration 22Q: 3 clusters Score -2.784212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 226309 members 
Entering Unmasked Estep 
Score: -27842120.000000 Penalty: 6117.288086
	Iteration 23Q: 3 clusters Score -2.784212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 226322 members 
Entering Unmasked Estep 
Score: -27842130.000000 Penalty: 6117.288086
	Iteration 24Q: 3 clusters Score -2.784213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 226336 members 
Entering Unmasked Estep 
Score: -27842154.000000 Penalty: 6117.288086
	Iteration 25Q: 3 clusters Score -2.784215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 226346 members 
Entering Unmasked Estep 
Score: -27842150.000000 Penalty: 6117.288086
	Iteration 26Q: 3 clusters Score -2.784215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 226358 members 
Entering Unmasked Estep 
Score: -27842158.000000 Penalty: 6117.288086
	Iteration 27Q: 3 clusters Score -2.784216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 226370 members 
Entering Unmasked Estep 
Score: -27842184.000000 Penalty: 6117.288086
	Iteration 28Q: 3 clusters Score -2.784218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 226371 members 
Entering Unmasked Estep 
Score: -27842184.000000 Penalty: 6117.288086
	Iteration 29Q: 3 clusters Score -2.784218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 226372 members 
Entering Unmasked Estep 
Score: -27842192.000000 Penalty: 6117.288086
	Iteration 30Q: 3 clusters Score -2.784219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 226375 members 
Entering Unmasked Estep 
Score: -27842180.000000 Penalty: 6117.288086
	Iteration 31Q: 3 clusters Score -2.784218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 226376 members 
Entering Unmasked Estep 
Score: -27842184.000000 Penalty: 6117.288086
	Iteration 32Q: 3 clusters Score -2.784218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 226380 members 
Entering Unmasked Estep 
Score: -27842188.000000 Penalty: 6117.288086
	Iteration 33Q: 3 clusters Score -2.784219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 226384 members 
Entering Unmasked Estep 
Score: -27842186.000000 Penalty: 6117.288086
	Iteration 34Q: 3 clusters Score -2.784219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 226386 members 
Entering Unmasked Estep 
Score: -27842200.000000 Penalty: 6117.288086
	Iteration 35Q: 3 clusters Score -2.78422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 226387 members 
Entering Unmasked Estep 
Score: -27842196.000000 Penalty: 6117.288086
	Iteration 36Q: 3 clusters Score -2.78422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 226388 members 
Entering Unmasked Estep 
Score: -27842194.000000 Penalty: 6117.288086
	Iteration 37Q: 3 clusters Score -2.784219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 226389 members 
Entering Unmasked Estep 
Score: -27842198.000000 Penalty: 6117.288086
	Iteration 38Q: 3 clusters Score -2.78422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 226390 members 
Entering Unmasked Estep 
Score: -27842208.000000 Penalty: 6117.288086
	Iteration 39Q: 3 clusters Score -2.784221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 226392 members 
Entering Unmasked Estep 
Score: -27842206.000000 Penalty: 6117.288086
	Iteration 40F: 3 clusters Score -2.784221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 226393 members 
Entering Unmasked Estep 
Score: -27842198.000000 Penalty: 6117.288086
	Iteration 41Q: 3 clusters Score -2.78422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 226395 members 
Entering Unmasked Estep 
Score: -27842208.000000 Penalty: 6117.288086
	Iteration 42Q: 3 clusters Score -2.784221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 226396 members 
Entering Unmasked Estep 
Score: -27842216.000000 Penalty: 6117.288086
	Iteration 43Q: 3 clusters Score -2.784222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 226397 members 
Entering Unmasked Estep 
Score: -27842216.000000 Penalty: 6117.288086
	Iteration 44Q: 3 clusters Score -2.784222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 226398 members 
Entering Unmasked Estep 
Score: -27842226.000000 Penalty: 6117.288086
	Iteration 45Q: 3 clusters Score -2.784223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 226400 members 
Entering Unmasked Estep 
Score: -27842236.000000 Penalty: 6117.288086
	Iteration 46Q: 3 clusters Score -2.784224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 226401 members 
Entering Unmasked Estep 
Score: -27842222.000000 Penalty: 6117.288086
	Iteration 47Q: 3 clusters Score -2.784222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 226403 members 
Entering Unmasked Estep 
Score: -27842214.000000 Penalty: 6117.288086
	Iteration 48Q: 3 clusters Score -2.784221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 226403 members 
Entering Unmasked Estep 
Score: -27842214.000000 Penalty: 6117.288086
	Iteration 49F: 3 clusters Score -2.784221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -122515.585938 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -122515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -120550.578125 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -120550.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121005.570312 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -121005.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121276.328125 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -121276.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121481.539062 Penalty: 3507.500244
	Iteration 3F: 3 clusters Score -121481.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121632.023438 Penalty: 3507.500244
	Iteration 4F: 3 clusters Score -121632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -121768.468750 Penalty: 3507.500244
	Iteration 5F: 3 clusters Score -121768.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121844.320312 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -121844.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -121904.320312 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -121904.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -121940.664062 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -121940.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -121992.210938 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -121992.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -122037.945312 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -122037.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -122084.343750 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -122084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -122120.781250 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -122120.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -122151.843750 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -122151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -122172.617188 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -122172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -122197.140625 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -122197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -122199.554688 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -122199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -122199.554688 Penalty: 3507.500244
	Iteration 17F: 3 clusters Score -122199.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (202468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202468 members 
Entering Unmasked Estep 
Score: -24774914.000000 Penalty: 3030.147705
	Iteration 0F: 2 clusters Score -2.477491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
Score: -24645326.000000 Penalty: 6060.295410
	Iteration 0F: 3 clusters Score -2.464533e+07 nChanged 97083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -24702120.000000 Penalty: 6060.295410
	Iteration 1F: 3 clusters Score -2.470212e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 108898 members 
Entering Unmasked Estep 
Score: -24703436.000000 Penalty: 6060.295410
	Iteration 2Q: 3 clusters Score -2.470344e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -24705574.000000 Penalty: 6060.295410
	Iteration 3Q: 3 clusters Score -2.470557e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 120851 members 
Entering Unmasked Estep 
Score: -24709468.000000 Penalty: 6060.295410
	Iteration 4Q: 3 clusters Score -2.470947e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 131656 members 
Entering Unmasked Estep 
Score: -24716738.000000 Penalty: 6060.295410
	Iteration 5F: 3 clusters Score -2.471674e+07 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 145936 members 
Entering Unmasked Estep 
Score: -24728884.000000 Penalty: 6060.295410
	Iteration 6F: 3 clusters Score -2.472888e+07 nChanged 17096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 161502 members 
Entering Unmasked Estep 
Score: -24744024.000000 Penalty: 6060.295410
	Iteration 7F: 3 clusters Score -2.474402e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -24756612.000000 Penalty: 6060.295410
	Iteration 8F: 3 clusters Score -2.475661e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 182442 members 
Entering Unmasked Estep 
Score: -24765244.000000 Penalty: 6060.295410
	Iteration 9Q: 3 clusters Score -2.476524e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 185965 members 
Entering Unmasked Estep 
Score: -24770154.000000 Penalty: 6060.295410
	Iteration 10Q: 3 clusters Score -2.477015e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -24772148.000000 Penalty: 6060.295410
	Iteration 11Q: 3 clusters Score -2.477215e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 188413 members 
Entering Unmasked Estep 
Score: -24772880.000000 Penalty: 6060.295410
	Iteration 12Q: 3 clusters Score -2.477288e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 189184 members 
Entering Unmasked Estep 
Score: -24773262.000000 Penalty: 6060.295410
	Iteration 13Q: 3 clusters Score -2.477326e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 189803 members 
Entering Unmasked Estep 
Score: -24773442.000000 Penalty: 6060.295410
	Iteration 14Q: 3 clusters Score -2.477344e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 190356 members 
Entering Unmasked Estep 
Score: -24773652.000000 Penalty: 6060.295410
	Iteration 15Q: 3 clusters Score -2.477365e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 190848 members 
Entering Unmasked Estep 
Score: -24773856.000000 Penalty: 6060.295410
	Iteration 16Q: 3 clusters Score -2.477386e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 191287 members 
Entering Unmasked Estep 
Score: -24773988.000000 Penalty: 6060.295410
	Iteration 17Q: 3 clusters Score -2.477399e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 191687 members 
Entering Unmasked Estep 
Score: -24774018.000000 Penalty: 6060.295410
	Iteration 18Q: 3 clusters Score -2.477402e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 192025 members 
Entering Unmasked Estep 
Score: -24774050.000000 Penalty: 6060.295410
	Iteration 19Q: 3 clusters Score -2.477405e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 192330 members 
Entering Unmasked Estep 
Score: -24774088.000000 Penalty: 6060.295410
	Iteration 20F: 3 clusters Score -2.477409e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 192605 members 
Entering Unmasked Estep 
Score: -24774104.000000 Penalty: 6060.295410
	Iteration 21Q: 3 clusters Score -2.47741e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 192852 members 
Entering Unmasked Estep 
Score: -24774194.000000 Penalty: 6060.295410
	Iteration 22Q: 3 clusters Score -2.477419e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 193068 members 
Entering Unmasked Estep 
Score: -24774182.000000 Penalty: 6060.295410
	Iteration 23Q: 3 clusters Score -2.477418e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 193264 members 
Entering Unmasked Estep 
Score: -24774212.000000 Penalty: 6060.295410
	Iteration 24Q: 3 clusters Score -2.477421e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 193428 members 
Entering Unmasked Estep 
Score: -24774210.000000 Penalty: 6060.295410
	Iteration 25Q: 3 clusters Score -2.477421e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 193555 members 
Entering Unmasked Estep 
Score: -24774184.000000 Penalty: 6060.295410
	Iteration 26Q: 3 clusters Score -2.477418e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 193697 members 
Entering Unmasked Estep 
Score: -24774164.000000 Penalty: 6060.295410
	Iteration 27Q: 3 clusters Score -2.477416e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -24774186.000000 Penalty: 6060.295410
	Iteration 28Q: 3 clusters Score -2.477419e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 193924 members 
Entering Unmasked Estep 
Score: -24774188.000000 Penalty: 6060.295410
	Iteration 29Q: 3 clusters Score -2.477419e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 194062 members 
Entering Unmasked Estep 
Score: -24774208.000000 Penalty: 6060.295410
	Iteration 30Q: 3 clusters Score -2.477421e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 194192 members 
Entering Unmasked Estep 
Score: -24774244.000000 Penalty: 6060.295410
	Iteration 31Q: 3 clusters Score -2.477424e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 194307 members 
Entering Unmasked Estep 
Score: -24774284.000000 Penalty: 6060.295410
	Iteration 32Q: 3 clusters Score -2.477428e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 194419 members 
Entering Unmasked Estep 
Score: -24774300.000000 Penalty: 6060.295410
	Iteration 33Q: 3 clusters Score -2.47743e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -24774282.000000 Penalty: 6060.295410
	Iteration 34Q: 3 clusters Score -2.477428e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 194630 members 
Entering Unmasked Estep 
Score: -24774300.000000 Penalty: 6060.295410
	Iteration 35Q: 3 clusters Score -2.47743e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 194710 members 
Entering Unmasked Estep 
Score: -24774306.000000 Penalty: 6060.295410
	Iteration 36Q: 3 clusters Score -2.477431e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 194788 members 
Entering Unmasked Estep 
Score: -24774318.000000 Penalty: 6060.295410
	Iteration 37Q: 3 clusters Score -2.477432e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -24774308.000000 Penalty: 6060.295410
	Iteration 38Q: 3 clusters Score -2.477431e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 194924 members 
Entering Unmasked Estep 
Score: -24774318.000000 Penalty: 6060.295410
	Iteration 39Q: 3 clusters Score -2.477432e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 194991 members 
Entering Unmasked Estep 
Score: -24774306.000000 Penalty: 6060.295410
	Iteration 40F: 3 clusters Score -2.477431e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 195049 members 
Entering Unmasked Estep 
Score: -24774326.000000 Penalty: 6060.295410
	Iteration 41Q: 3 clusters Score -2.477433e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 195105 members 
Entering Unmasked Estep 
Score: -24774326.000000 Penalty: 6060.295410
	Iteration 42Q: 3 clusters Score -2.477433e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 195164 members 
Entering Unmasked Estep 
Score: -24774278.000000 Penalty: 6060.295410
	Iteration 43Q: 3 clusters Score -2.477428e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -24774286.000000 Penalty: 6060.295410
	Iteration 44Q: 3 clusters Score -2.477429e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 195261 members 
Entering Unmasked Estep 
Score: -24774274.000000 Penalty: 6060.295410
	Iteration 45Q: 3 clusters Score -2.477427e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 195303 members 
Entering Unmasked Estep 
Score: -24774276.000000 Penalty: 6060.295410
	Iteration 46Q: 3 clusters Score -2.477428e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 195346 members 
Entering Unmasked Estep 
Score: -24774296.000000 Penalty: 6060.295410
	Iteration 47Q: 3 clusters Score -2.47743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 195383 members 
Entering Unmasked Estep 
Score: -24774280.000000 Penalty: 6060.295410
	Iteration 48Q: 3 clusters Score -2.477428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 195413 members 
Entering Unmasked Estep 
Score: -24774290.000000 Penalty: 6060.295410
	Iteration 49Q: 3 clusters Score -2.477429e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 195440 members 
Entering Unmasked Estep 
Score: -24774282.000000 Penalty: 6060.295410
	Iteration 50Q: 3 clusters Score -2.477428e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 195468 members 
Entering Unmasked Estep 
Score: -24774304.000000 Penalty: 6060.295410
	Iteration 51Q: 3 clusters Score -2.47743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 195485 members 
Entering Unmasked Estep 
Score: -24774296.000000 Penalty: 6060.295410
	Iteration 52Q: 3 clusters Score -2.47743e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 195509 members 
Entering Unmasked Estep 
Score: -24774276.000000 Penalty: 6060.295410
	Iteration 53Q: 3 clusters Score -2.477428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 195526 members 
Entering Unmasked Estep 
Score: -24774290.000000 Penalty: 6060.295410
	Iteration 54Q: 3 clusters Score -2.477429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 195549 members 
Entering Unmasked Estep 
Score: -24774282.000000 Penalty: 6060.295410
	Iteration 55Q: 3 clusters Score -2.477428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 195572 members 
Entering Unmasked Estep 
Score: -24774264.000000 Penalty: 6060.295410
	Iteration 56Q: 3 clusters Score -2.477426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 195608 members 
Entering Unmasked Estep 
Score: -24774236.000000 Penalty: 6060.295410
	Iteration 57Q: 3 clusters Score -2.477424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 195635 members 
Entering Unmasked Estep 
Score: -24774218.000000 Penalty: 6060.295410
	Iteration 58Q: 3 clusters Score -2.477422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 195649 members 
Entering Unmasked Estep 
Score: -24774236.000000 Penalty: 6060.295410
	Iteration 59Q: 3 clusters Score -2.477424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 195662 members 
Entering Unmasked Estep 
Score: -24774234.000000 Penalty: 6060.295410
	Iteration 60F: 3 clusters Score -2.477423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 195679 members 
Entering Unmasked Estep 
Score: -24774246.000000 Penalty: 6060.295410
	Iteration 61Q: 3 clusters Score -2.477425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 195689 members 
Entering Unmasked Estep 
Score: -24774250.000000 Penalty: 6060.295410
	Iteration 62Q: 3 clusters Score -2.477425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 195699 members 
Entering Unmasked Estep 
Score: -24774232.000000 Penalty: 6060.295410
	Iteration 63Q: 3 clusters Score -2.477423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 195708 members 
Entering Unmasked Estep 
Score: -24774220.000000 Penalty: 6060.295410
	Iteration 64Q: 3 clusters Score -2.477422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 195713 members 
Entering Unmasked Estep 
Score: -24774228.000000 Penalty: 6060.295410
	Iteration 65Q: 3 clusters Score -2.477423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 195717 members 
Entering Unmasked Estep 
Score: -24774238.000000 Penalty: 6060.295410
	Iteration 66Q: 3 clusters Score -2.477424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 195718 members 
Entering Unmasked Estep 
Score: -24774226.000000 Penalty: 6060.295410
	Iteration 67Q: 3 clusters Score -2.477423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 195723 members 
Entering Unmasked Estep 
Score: -24774210.000000 Penalty: 6060.295410
	Iteration 68Q: 3 clusters Score -2.477421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 195729 members 
Entering Unmasked Estep 
Score: -24774228.000000 Penalty: 6060.295410
	Iteration 69Q: 3 clusters Score -2.477423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 195736 members 
Entering Unmasked Estep 
Score: -24774220.000000 Penalty: 6060.295410
	Iteration 70Q: 3 clusters Score -2.477422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 195744 members 
Entering Unmasked Estep 
Score: -24774218.000000 Penalty: 6060.295410
	Iteration 71Q: 3 clusters Score -2.477422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 195754 members 
Entering Unmasked Estep 
Score: -24774222.000000 Penalty: 6060.295410
	Iteration 72Q: 3 clusters Score -2.477422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -24774206.000000 Penalty: 6060.295410
	Iteration 73Q: 3 clusters Score -2.477421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 195764 members 
Entering Unmasked Estep 
Score: -24774204.000000 Penalty: 6060.295410
	Iteration 74Q: 3 clusters Score -2.47742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -24774228.000000 Penalty: 6060.295410
	Iteration 75Q: 3 clusters Score -2.477423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 195776 members 
Entering Unmasked Estep 
Score: -24774216.000000 Penalty: 6060.295410
	Iteration 76Q: 3 clusters Score -2.477422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 195781 members 
Entering Unmasked Estep 
Score: -24774220.000000 Penalty: 6060.295410
	Iteration 77Q: 3 clusters Score -2.477422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 195785 members 
Entering Unmasked Estep 
Score: -24774210.000000 Penalty: 6060.295410
	Iteration 78Q: 3 clusters Score -2.477421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -24774210.000000 Penalty: 6060.295410
	Iteration 79Q: 3 clusters Score -2.477421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 195795 members 
Entering Unmasked Estep 
Score: -24774196.000000 Penalty: 6060.295410
	Iteration 80F: 3 clusters Score -2.47742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 195803 members 
Entering Unmasked Estep 
Score: -24774172.000000 Penalty: 6060.295410
	Iteration 81Q: 3 clusters Score -2.477417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -24774194.000000 Penalty: 6060.295410
	Iteration 82Q: 3 clusters Score -2.477419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 195822 members 
Entering Unmasked Estep 
Score: -24774180.000000 Penalty: 6060.295410
	Iteration 83Q: 3 clusters Score -2.477418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 195832 members 
Entering Unmasked Estep 
Score: -24774190.000000 Penalty: 6060.295410
	Iteration 84Q: 3 clusters Score -2.477419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 195839 members 
Entering Unmasked Estep 
Score: -24774186.000000 Penalty: 6060.295410
	Iteration 85Q: 3 clusters Score -2.477419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 195848 members 
Entering Unmasked Estep 
Score: -24774188.000000 Penalty: 6060.295410
	Iteration 86Q: 3 clusters Score -2.477419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 195854 members 
Entering Unmasked Estep 
Score: -24774176.000000 Penalty: 6060.295410
	Iteration 87Q: 3 clusters Score -2.477418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 195864 members 
Entering Unmasked Estep 
Score: -24774186.000000 Penalty: 6060.295410
	Iteration 88Q: 3 clusters Score -2.477419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 195872 members 
Entering Unmasked Estep 
Score: -24774180.000000 Penalty: 6060.295410
	Iteration 89Q: 3 clusters Score -2.477418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -24774194.000000 Penalty: 6060.295410
	Iteration 90Q: 3 clusters Score -2.477419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -24774178.000000 Penalty: 6060.295410
	Iteration 91Q: 3 clusters Score -2.477418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 195890 members 
Entering Unmasked Estep 
Score: -24774178.000000 Penalty: 6060.295410
	Iteration 92Q: 3 clusters Score -2.477418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -24774170.000000 Penalty: 6060.295410
	Iteration 93Q: 3 clusters Score -2.477417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -24774186.000000 Penalty: 6060.295410
	Iteration 94Q: 3 clusters Score -2.477419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 195909 members 
Entering Unmasked Estep 
Score: -24774188.000000 Penalty: 6060.295410
	Iteration 95Q: 3 clusters Score -2.477419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 195915 members 
Entering Unmasked Estep 
Score: -24774170.000000 Penalty: 6060.295410
	Iteration 96Q: 3 clusters Score -2.477417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 195918 members 
Entering Unmasked Estep 
Score: -24774170.000000 Penalty: 6060.295410
	Iteration 97Q: 3 clusters Score -2.477417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 195920 members 
Entering Unmasked Estep 
Score: -24774168.000000 Penalty: 6060.295410
	Iteration 98Q: 3 clusters Score -2.477417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 195920 members 
Entering Unmasked Estep 
Score: -24774162.000000 Penalty: 6060.295410
	Iteration 99Q: 3 clusters Score -2.477416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 195924 members 
Entering Unmasked Estep 
Score: -24774172.000000 Penalty: 6060.295410
	Iteration 100F: 3 clusters Score -2.477417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 195930 members 
Entering Unmasked Estep 
Score: -24774140.000000 Penalty: 6060.295410
	Iteration 101Q: 3 clusters Score -2.477414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 195936 members 
Entering Unmasked Estep 
Score: -24774164.000000 Penalty: 6060.295410
	Iteration 102Q: 3 clusters Score -2.477416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 195940 members 
Entering Unmasked Estep 
Score: -24774160.000000 Penalty: 6060.295410
	Iteration 103Q: 3 clusters Score -2.477416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 195945 members 
Entering Unmasked Estep 
Score: -24774174.000000 Penalty: 6060.295410
	Iteration 104Q: 3 clusters Score -2.477417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 195949 members 
Entering Unmasked Estep 
Score: -24774162.000000 Penalty: 6060.295410
	Iteration 105Q: 3 clusters Score -2.477416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 195956 members 
Entering Unmasked Estep 
Score: -24774152.000000 Penalty: 6060.295410
	Iteration 106Q: 3 clusters Score -2.477415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 195962 members 
Entering Unmasked Estep 
Score: -24774150.000000 Penalty: 6060.295410
	Iteration 107Q: 3 clusters Score -2.477415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 195970 members 
Entering Unmasked Estep 
Score: -24774138.000000 Penalty: 6060.295410
	Iteration 108Q: 3 clusters Score -2.477414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 195976 members 
Entering Unmasked Estep 
Score: -24774158.000000 Penalty: 6060.295410
	Iteration 109Q: 3 clusters Score -2.477416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 195983 members 
Entering Unmasked Estep 
Score: -24774164.000000 Penalty: 6060.295410
	Iteration 110Q: 3 clusters Score -2.477416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -24774176.000000 Penalty: 6060.295410
	Iteration 111Q: 3 clusters Score -2.477418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 195994 members 
Entering Unmasked Estep 
Score: -24774184.000000 Penalty: 6060.295410
	Iteration 112Q: 3 clusters Score -2.477418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 195996 members 
Entering Unmasked Estep 
Score: -24774176.000000 Penalty: 6060.295410
	Iteration 113Q: 3 clusters Score -2.477418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 196000 members 
Entering Unmasked Estep 
Score: -24774192.000000 Penalty: 6060.295410
	Iteration 114Q: 3 clusters Score -2.477419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 196004 members 
Entering Unmasked Estep 
Score: -24774168.000000 Penalty: 6060.295410
	Iteration 115Q: 3 clusters Score -2.477417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 196008 members 
Entering Unmasked Estep 
Score: -24774184.000000 Penalty: 6060.295410
	Iteration 116Q: 3 clusters Score -2.477418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 196013 members 
Entering Unmasked Estep 
Score: -24774184.000000 Penalty: 6060.295410
	Iteration 117Q: 3 clusters Score -2.477418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -24774192.000000 Penalty: 6060.295410
	Iteration 118Q: 3 clusters Score -2.477419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -24774192.000000 Penalty: 6060.295410
	Iteration 119F: 3 clusters Score -2.477419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Entering Unmasked Estep 
Score: -6227536.000000 Penalty: 2684.798340
	Iteration 0F: 2 clusters Score -6227536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -6193612.500000 Penalty: 5369.596680
	Iteration 0F: 3 clusters Score -6193612 nChanged 23295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6206454.500000 Penalty: 5369.596680
	Iteration 1F: 3 clusters Score -6206454 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6207329.000000 Penalty: 5369.596680
	Iteration 2Q: 3 clusters Score -6207329 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -6208562.000000 Penalty: 5369.596680
	Iteration 3F: 3 clusters Score -6208562 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -6210313.000000 Penalty: 5369.596680
	Iteration 4F: 3 clusters Score -6210313 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -6212638.000000 Penalty: 5369.596680
	Iteration 5F: 3 clusters Score -6212638 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -6215638.500000 Penalty: 5369.596680
	Iteration 6F: 3 clusters Score -6215638 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -6218819.500000 Penalty: 5369.596680
	Iteration 7F: 3 clusters Score -6218820 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -6221341.000000 Penalty: 5369.596680
	Iteration 8F: 3 clusters Score -6221341 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -6222796.000000 Penalty: 5369.596680
	Iteration 9Q: 3 clusters Score -6222796 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -6223544.500000 Penalty: 5369.596680
	Iteration 10Q: 3 clusters Score -6223544 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6223946.500000 Penalty: 5369.596680
	Iteration 11Q: 3 clusters Score -6223946 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -6224285.500000 Penalty: 5369.596680
	Iteration 12Q: 3 clusters Score -6224286 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6224559.500000 Penalty: 5369.596680
	Iteration 13Q: 3 clusters Score -6224560 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -6224750.000000 Penalty: 5369.596680
	Iteration 14Q: 3 clusters Score -6224750 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6224932.500000 Penalty: 5369.596680
	Iteration 15Q: 3 clusters Score -6224932 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -6225041.000000 Penalty: 5369.596680
	Iteration 16Q: 3 clusters Score -6225041 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6225128.000000 Penalty: 5369.596680
	Iteration 17Q: 3 clusters Score -6225128 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -6225222.500000 Penalty: 5369.596680
	Iteration 18Q: 3 clusters Score -6225222 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6225263.500000 Penalty: 5369.596680
	Iteration 19Q: 3 clusters Score -6225264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -6225341.000000 Penalty: 5369.596680
	Iteration 20F: 3 clusters Score -6225341 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6225371.500000 Penalty: 5369.596680
	Iteration 21Q: 3 clusters Score -6225372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -6225417.000000 Penalty: 5369.596680
	Iteration 22Q: 3 clusters Score -6225417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -6225473.500000 Penalty: 5369.596680
	Iteration 23Q: 3 clusters Score -6225474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -6225481.500000 Penalty: 5369.596680
	Iteration 24Q: 3 clusters Score -6225482 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6225528.500000 Penalty: 5369.596680
	Iteration 25Q: 3 clusters Score -6225528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -6225555.500000 Penalty: 5369.596680
	Iteration 26Q: 3 clusters Score -6225556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6225587.500000 Penalty: 5369.596680
	Iteration 27Q: 3 clusters Score -6225588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -6225601.500000 Penalty: 5369.596680
	Iteration 28Q: 3 clusters Score -6225602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -6225614.000000 Penalty: 5369.596680
	Iteration 29Q: 3 clusters Score -6225614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6225630.000000 Penalty: 5369.596680
	Iteration 30Q: 3 clusters Score -6225630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6225651.000000 Penalty: 5369.596680
	Iteration 31Q: 3 clusters Score -6225651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -6225677.500000 Penalty: 5369.596680
	Iteration 32Q: 3 clusters Score -6225678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6225676.500000 Penalty: 5369.596680
	Iteration 33Q: 3 clusters Score -6225676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6225693.500000 Penalty: 5369.596680
	Iteration 34Q: 3 clusters Score -6225694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -6225718.000000 Penalty: 5369.596680
	Iteration 35Q: 3 clusters Score -6225718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -6225718.000000 Penalty: 5369.596680
	Iteration 36Q: 3 clusters Score -6225718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6225712.000000 Penalty: 5369.596680
	Iteration 37Q: 3 clusters Score -6225712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -6225727.500000 Penalty: 5369.596680
	Iteration 38Q: 3 clusters Score -6225728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6225743.000000 Penalty: 5369.596680
	Iteration 39Q: 3 clusters Score -6225743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -6225742.000000 Penalty: 5369.596680
	Iteration 40F: 3 clusters Score -6225742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6225739.000000 Penalty: 5369.596680
	Iteration 41Q: 3 clusters Score -6225739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -6225749.000000 Penalty: 5369.596680
	Iteration 42Q: 3 clusters Score -6225749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -6225757.500000 Penalty: 5369.596680
	Iteration 43Q: 3 clusters Score -6225758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6225760.500000 Penalty: 5369.596680
	Iteration 44Q: 3 clusters Score -6225760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -6225782.500000 Penalty: 5369.596680
	Iteration 45Q: 3 clusters Score -6225782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -6225790.000000 Penalty: 5369.596680
	Iteration 46Q: 3 clusters Score -6225790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -6225786.500000 Penalty: 5369.596680
	Iteration 47Q: 3 clusters Score -6225786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -6225794.500000 Penalty: 5369.596680
	Iteration 48Q: 3 clusters Score -6225794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -6225796.000000 Penalty: 5369.596680
	Iteration 49Q: 3 clusters Score -6225796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -6225790.500000 Penalty: 5369.596680
	Iteration 50Q: 3 clusters Score -6225790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -6225785.000000 Penalty: 5369.596680
	Iteration 51Q: 3 clusters Score -6225785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -6225797.500000 Penalty: 5369.596680
	Iteration 52Q: 3 clusters Score -6225798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -6225794.000000 Penalty: 5369.596680
	Iteration 53Q: 3 clusters Score -6225794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -6225805.000000 Penalty: 5369.596680
	Iteration 54Q: 3 clusters Score -6225805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6225795.000000 Penalty: 5369.596680
	Iteration 55Q: 3 clusters Score -6225795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -6225807.000000 Penalty: 5369.596680
	Iteration 56Q: 3 clusters Score -6225807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6225810.500000 Penalty: 5369.596680
	Iteration 57Q: 3 clusters Score -6225810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -6225811.000000 Penalty: 5369.596680
	Iteration 58Q: 3 clusters Score -6225811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -6225818.500000 Penalty: 5369.596680
	Iteration 59Q: 3 clusters Score -6225818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -6225818.500000 Penalty: 5369.596680
	Iteration 60F: 3 clusters Score -6225818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -6225827.000000 Penalty: 5369.596680
	Iteration 61Q: 3 clusters Score -6225827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6225826.000000 Penalty: 5369.596680
	Iteration 62Q: 3 clusters Score -6225826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -6225826.000000 Penalty: 5369.596680
	Iteration 63F: 3 clusters Score -6225826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Entering Unmasked Estep 
Score: -9418585.000000 Penalty: 2787.744873
	Iteration 0F: 2 clusters Score -9418585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -9367526.000000 Penalty: 5575.489746
	Iteration 0F: 3 clusters Score -9367526 nChanged 35601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -9387625.000000 Penalty: 5575.489746
	Iteration 1F: 3 clusters Score -9387625 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -9388578.000000 Penalty: 5575.489746
	Iteration 2Q: 3 clusters Score -9388578 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -9389648.000000 Penalty: 5575.489746
	Iteration 3Q: 3 clusters Score -9389648 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -9391151.000000 Penalty: 5575.489746
	Iteration 4Q: 3 clusters Score -9391151 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -9393483.000000 Penalty: 5575.489746
	Iteration 5F: 3 clusters Score -9393483 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -9396795.000000 Penalty: 5575.489746
	Iteration 6F: 3 clusters Score -9396795 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -9401429.000000 Penalty: 5575.489746
	Iteration 7F: 3 clusters Score -9401429 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -9406636.000000 Penalty: 5575.489746
	Iteration 8F: 3 clusters Score -9406636 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -9411020.000000 Penalty: 5575.489746
	Iteration 9F: 3 clusters Score -9411020 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -9413783.000000 Penalty: 5575.489746
	Iteration 10Q: 3 clusters Score -9413783 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9415104.000000 Penalty: 5575.489746
	Iteration 11Q: 3 clusters Score -9415104 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9415634.000000 Penalty: 5575.489746
	Iteration 12Q: 3 clusters Score -9415634 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9415875.000000 Penalty: 5575.489746
	Iteration 13Q: 3 clusters Score -9415875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9416023.000000 Penalty: 5575.489746
	Iteration 14Q: 3 clusters Score -9416023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9416099.000000 Penalty: 5575.489746
	Iteration 15Q: 3 clusters Score -9416099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9416150.000000 Penalty: 5575.489746
	Iteration 16Q: 3 clusters Score -9416150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9416180.000000 Penalty: 5575.489746
	Iteration 17Q: 3 clusters Score -9416180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9416214.000000 Penalty: 5575.489746
	Iteration 18Q: 3 clusters Score -9416214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9416230.000000 Penalty: 5575.489746
	Iteration 19Q: 3 clusters Score -9416230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9416240.000000 Penalty: 5575.489746
	Iteration 20F: 3 clusters Score -9416240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9416242.000000 Penalty: 5575.489746
	Iteration 21Q: 3 clusters Score -9416242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75702 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9416238.000000 Penalty: 5575.489746
	Iteration 22Q: 3 clusters Score -9416238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9416246.000000 Penalty: 5575.489746
	Iteration 23Q: 3 clusters Score -9416246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9416249.000000 Penalty: 5575.489746
	Iteration 24Q: 3 clusters Score -9416249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9416255.000000 Penalty: 5575.489746
	Iteration 25Q: 3 clusters Score -9416255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9416267.000000 Penalty: 5575.489746
	Iteration 26Q: 3 clusters Score -9416267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9416274.000000 Penalty: 5575.489746
	Iteration 27Q: 3 clusters Score -9416274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75715 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9416274.000000 Penalty: 5575.489746
	Iteration 28Q: 3 clusters Score -9416274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9416270.000000 Penalty: 5575.489746
	Iteration 29Q: 3 clusters Score -9416270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9416271.000000 Penalty: 5575.489746
	Iteration 30Q: 3 clusters Score -9416271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9416273.000000 Penalty: 5575.489746
	Iteration 31Q: 3 clusters Score -9416273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9416278.000000 Penalty: 5575.489746
	Iteration 32Q: 3 clusters Score -9416278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9416279.000000 Penalty: 5575.489746
	Iteration 33Q: 3 clusters Score -9416279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9416280.000000 Penalty: 5575.489746
	Iteration 34Q: 3 clusters Score -9416280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75720 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9416280.000000 Penalty: 5575.489746
	Iteration 35F: 3 clusters Score -9416280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 172502 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 141869 members 
Mstep: Class 6 contains 198359 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 83672 members 
Mstep: Class 10 contains 8310 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22820 members 
Mstep: Class 16 contains 184842 members 
Mstep: Class 17 contains 12668 members 
Mstep: Class 18 contains 227122 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 202468 members 
Mstep: Class 21 contains 50302 members 
Mstep: Class 22 contains 76184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662864.000000 Penalty: 77982.101562
Iteration 159Q: 23 clusters Score -1.946629e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180417 members 
Mstep: Class 2 contains 172476 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16403 members 
Mstep: Class 5 contains 141788 members 
Mstep: Class 6 contains 198343 members 
Mstep: Class 7 contains 8720 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 83598 members 
Mstep: Class 10 contains 8339 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22797 members 
Mstep: Class 16 contains 184829 members 
Mstep: Class 17 contains 12692 members 
Mstep: Class 18 contains 227170 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 202639 members 
Mstep: Class 21 contains 50294 members 
Mstep: Class 22 contains 76232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 23 clusters Score -1.946622e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 172423 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16383 members 
Mstep: Class 5 contains 141687 members 
Mstep: Class 6 contains 198331 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 83526 members 
Mstep: Class 10 contains 8355 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 22774 members 
Mstep: Class 16 contains 184781 members 
Mstep: Class 17 contains 12702 members 
Mstep: Class 18 contains 227293 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 202803 members 
Mstep: Class 21 contains 50281 members 
Mstep: Class 22 contains 76272 members 
Entering Unmasked Estep 
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Iteration 161Q: 23 clusters Score -1.946628e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180433 members 
Mstep: Class 2 contains 172382 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16371 members 
Mstep: Class 5 contains 141630 members 
Mstep: Class 6 contains 198311 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 83412 members 
Mstep: Class 10 contains 8375 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22755 members 
Mstep: Class 16 contains 184739 members 
Mstep: Class 17 contains 12713 members 
Mstep: Class 18 contains 227405 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 202936 members 
Mstep: Class 21 contains 50283 members 
Mstep: Class 22 contains 76284 members 
Entering Unmasked Estep 
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Iteration 162Q: 23 clusters Score -1.946626e+08 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 172365 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16326 members 
Mstep: Class 5 contains 141554 members 
Mstep: Class 6 contains 198284 members 
Mstep: Class 7 contains 8717 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 83317 members 
Mstep: Class 10 contains 8411 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 3276 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 22724 members 
Mstep: Class 16 contains 184698 members 
Mstep: Class 17 contains 12727 members 
Mstep: Class 18 contains 227539 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203049 members 
Mstep: Class 21 contains 50301 members 
Mstep: Class 22 contains 76293 members 
Entering Unmasked Estep 
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Iteration 163Q: 23 clusters Score -1.946623e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180428 members 
Mstep: Class 2 contains 172321 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16284 members 
Mstep: Class 5 contains 141461 members 
Mstep: Class 6 contains 198283 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 83238 members 
Mstep: Class 10 contains 8481 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 22704 members 
Mstep: Class 16 contains 184642 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 227697 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203127 members 
Mstep: Class 21 contains 50323 members 
Mstep: Class 22 contains 76298 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -1.94662e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180389 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16239 members 
Mstep: Class 5 contains 141385 members 
Mstep: Class 6 contains 198295 members 
Mstep: Class 7 contains 8714 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 83152 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 22690 members 
Mstep: Class 16 contains 184614 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 227862 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203189 members 
Mstep: Class 21 contains 50333 members 
Mstep: Class 22 contains 76306 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -1.946622e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180343 members 
Mstep: Class 2 contains 172315 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16218 members 
Mstep: Class 5 contains 141302 members 
Mstep: Class 6 contains 198313 members 
Mstep: Class 7 contains 8711 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 83061 members 
Mstep: Class 10 contains 8570 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 22682 members 
Mstep: Class 16 contains 184609 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 227967 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203222 members 
Mstep: Class 21 contains 50356 members 
Mstep: Class 22 contains 76327 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -1.946621e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180307 members 
Mstep: Class 2 contains 172319 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16184 members 
Mstep: Class 5 contains 141231 members 
Mstep: Class 6 contains 198337 members 
Mstep: Class 7 contains 8708 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 82990 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 22666 members 
Mstep: Class 16 contains 184605 members 
Mstep: Class 17 contains 12751 members 
Mstep: Class 18 contains 228019 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203282 members 
Mstep: Class 21 contains 50362 members 
Mstep: Class 22 contains 76345 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -1.946619e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180285 members 
Mstep: Class 2 contains 172312 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16155 members 
Mstep: Class 5 contains 141187 members 
Mstep: Class 6 contains 198344 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 82937 members 
Mstep: Class 10 contains 8662 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 22637 members 
Mstep: Class 16 contains 184599 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 228022 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203366 members 
Mstep: Class 21 contains 50367 members 
Mstep: Class 22 contains 76373 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -1.946618e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180241 members 
Mstep: Class 2 contains 172286 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16121 members 
Mstep: Class 5 contains 141166 members 
Mstep: Class 6 contains 198359 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 82889 members 
Mstep: Class 10 contains 8709 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6215 members 
Mstep: Class 13 contains 3286 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 22593 members 
Mstep: Class 16 contains 184595 members 
Mstep: Class 17 contains 12774 members 
Mstep: Class 18 contains 228047 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203467 members 
Mstep: Class 21 contains 50365 members 
Mstep: Class 22 contains 76403 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -1.946617e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180199 members 
Mstep: Class 2 contains 172265 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16091 members 
Mstep: Class 5 contains 141145 members 
Mstep: Class 6 contains 198327 members 
Mstep: Class 7 contains 8695 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 82842 members 
Mstep: Class 10 contains 8770 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6215 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 22555 members 
Mstep: Class 16 contains 184633 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 228008 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203595 members 
Mstep: Class 21 contains 50374 members 
Mstep: Class 22 contains 76433 members 
Entering Unmasked Estep 
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Score: -194662112.000000 Penalty: 77982.101562
Iteration 170Q: 23 clusters Score -1.946621e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180151 members 
Mstep: Class 2 contains 172244 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16069 members 
Mstep: Class 5 contains 141140 members 
Mstep: Class 6 contains 198310 members 
Mstep: Class 7 contains 8691 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 82790 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6204 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 22513 members 
Mstep: Class 16 contains 184662 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 228001 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203686 members 
Mstep: Class 21 contains 50379 members 
Mstep: Class 22 contains 76471 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -1.946623e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180090 members 
Mstep: Class 2 contains 172213 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 16035 members 
Mstep: Class 5 contains 141147 members 
Mstep: Class 6 contains 198299 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 82733 members 
Mstep: Class 10 contains 8893 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 22476 members 
Mstep: Class 16 contains 184636 members 
Mstep: Class 17 contains 12797 members 
Mstep: Class 18 contains 228072 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203765 members 
Mstep: Class 21 contains 50390 members 
Mstep: Class 22 contains 76482 members 
Entering Unmasked Estep 
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Score: -194662336.000000 Penalty: 77982.101562
Iteration 172Q: 23 clusters Score -1.946623e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 172215 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15993 members 
Mstep: Class 5 contains 141117 members 
Mstep: Class 6 contains 198266 members 
Mstep: Class 7 contains 8678 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 82682 members 
Mstep: Class 10 contains 8959 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 22446 members 
Mstep: Class 16 contains 184592 members 
Mstep: Class 17 contains 12806 members 
Mstep: Class 18 contains 228167 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203860 members 
Mstep: Class 21 contains 50401 members 
Mstep: Class 22 contains 76499 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -1.946626e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179981 members 
Mstep: Class 2 contains 172230 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15947 members 
Mstep: Class 5 contains 141081 members 
Mstep: Class 6 contains 198231 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82627 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6210 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 22431 members 
Mstep: Class 16 contains 184560 members 
Mstep: Class 17 contains 12806 members 
Mstep: Class 18 contains 228273 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203911 members 
Mstep: Class 21 contains 50418 members 
Mstep: Class 22 contains 76517 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -1.946627e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 172238 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15899 members 
Mstep: Class 5 contains 141034 members 
Mstep: Class 6 contains 198183 members 
Mstep: Class 7 contains 8670 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82568 members 
Mstep: Class 10 contains 9079 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 22420 members 
Mstep: Class 16 contains 184513 members 
Mstep: Class 17 contains 12808 members 
Mstep: Class 18 contains 228414 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203983 members 
Mstep: Class 21 contains 50428 members 
Mstep: Class 22 contains 76530 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -1.946629e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179874 members 
Mstep: Class 2 contains 172247 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15843 members 
Mstep: Class 5 contains 140993 members 
Mstep: Class 6 contains 198107 members 
Mstep: Class 7 contains 8666 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82524 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 22403 members 
Mstep: Class 16 contains 184504 members 
Mstep: Class 17 contains 12812 members 
Mstep: Class 18 contains 228535 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 204053 members 
Mstep: Class 21 contains 50446 members 
Mstep: Class 22 contains 76530 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -1.946631e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179810 members 
Mstep: Class 2 contains 172233 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15788 members 
Mstep: Class 5 contains 140951 members 
Mstep: Class 6 contains 198067 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82464 members 
Mstep: Class 10 contains 9228 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 22373 members 
Mstep: Class 16 contains 184493 members 
Mstep: Class 17 contains 12818 members 
Mstep: Class 18 contains 228680 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 204101 members 
Mstep: Class 21 contains 50456 members 
Mstep: Class 22 contains 76564 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -1.946631e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179754 members 
Mstep: Class 2 contains 172238 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15739 members 
Mstep: Class 5 contains 140905 members 
Mstep: Class 6 contains 198018 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82390 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 22338 members 
Mstep: Class 16 contains 184450 members 
Mstep: Class 17 contains 12831 members 
Mstep: Class 18 contains 228818 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 204218 members 
Mstep: Class 21 contains 50467 members 
Mstep: Class 22 contains 76563 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -1.946632e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179685 members 
Mstep: Class 2 contains 172242 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15711 members 
Mstep: Class 5 contains 140876 members 
Mstep: Class 6 contains 197985 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 82312 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 22296 members 
Mstep: Class 16 contains 184427 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 228949 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 204284 members 
Mstep: Class 21 contains 50458 members 
Mstep: Class 22 contains 76562 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -1.946633e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179638 members 
Mstep: Class 2 contains 172246 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15693 members 
Mstep: Class 5 contains 140849 members 
Mstep: Class 6 contains 197970 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 82248 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 22234 members 
Mstep: Class 16 contains 184398 members 
Mstep: Class 17 contains 12859 members 
Mstep: Class 18 contains 229055 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 204299 members 
Mstep: Class 21 contains 50446 members 
Mstep: Class 22 contains 76586 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -1.946633e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179591 members 
Mstep: Class 2 contains 172230 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 140819 members 
Mstep: Class 6 contains 197969 members 
Mstep: Class 7 contains 8642 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 82197 members 
Mstep: Class 10 contains 9640 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 22185 members 
Mstep: Class 16 contains 184389 members 
Mstep: Class 17 contains 12880 members 
Mstep: Class 18 contains 229142 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204291 members 
Mstep: Class 21 contains 50449 members 
Mstep: Class 22 contains 76600 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -1.946632e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 172227 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15664 members 
Mstep: Class 5 contains 140770 members 
Mstep: Class 6 contains 197910 members 
Mstep: Class 7 contains 8638 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 82150 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6215 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 22137 members 
Mstep: Class 16 contains 184359 members 
Mstep: Class 17 contains 12893 members 
Mstep: Class 18 contains 229301 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204294 members 
Mstep: Class 21 contains 50445 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -1.946635e+08 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179482 members 
Mstep: Class 2 contains 172238 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15656 members 
Mstep: Class 5 contains 140735 members 
Mstep: Class 6 contains 197808 members 
Mstep: Class 7 contains 8634 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 82086 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6215 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 22097 members 
Mstep: Class 16 contains 184306 members 
Mstep: Class 17 contains 12913 members 
Mstep: Class 18 contains 229484 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204319 members 
Mstep: Class 21 contains 50454 members 
Mstep: Class 22 contains 76631 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -1.946636e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179421 members 
Mstep: Class 2 contains 172244 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15666 members 
Mstep: Class 5 contains 140729 members 
Mstep: Class 6 contains 197714 members 
Mstep: Class 7 contains 8630 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 82031 members 
Mstep: Class 10 contains 9953 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 22052 members 
Mstep: Class 16 contains 184211 members 
Mstep: Class 17 contains 12928 members 
Mstep: Class 18 contains 229703 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204312 members 
Mstep: Class 21 contains 50448 members 
Mstep: Class 22 contains 76644 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -1.946635e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179349 members 
Mstep: Class 2 contains 172242 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15669 members 
Mstep: Class 5 contains 140724 members 
Mstep: Class 6 contains 197654 members 
Mstep: Class 7 contains 8624 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 81980 members 
Mstep: Class 10 contains 10047 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6221 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 22007 members 
Mstep: Class 16 contains 184103 members 
Mstep: Class 17 contains 12951 members 
Mstep: Class 18 contains 229899 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204330 members 
Mstep: Class 21 contains 50457 members 
Mstep: Class 22 contains 76653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663552.000000 Penalty: 77982.101562
Iteration 185Q: 23 clusters Score -1.946636e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179275 members 
Mstep: Class 2 contains 172252 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15687 members 
Mstep: Class 5 contains 140699 members 
Mstep: Class 6 contains 197577 members 
Mstep: Class 7 contains 8621 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 81936 members 
Mstep: Class 10 contains 10141 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6221 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 21990 members 
Mstep: Class 16 contains 184011 members 
Mstep: Class 17 contains 12960 members 
Mstep: Class 18 contains 230093 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204329 members 
Mstep: Class 21 contains 50453 members 
Mstep: Class 22 contains 76662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663712.000000 Penalty: 77982.101562
Iteration 186Q: 23 clusters Score -1.946637e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179196 members 
Mstep: Class 2 contains 172277 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15691 members 
Mstep: Class 5 contains 140683 members 
Mstep: Class 6 contains 197521 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81898 members 
Mstep: Class 10 contains 10247 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 21975 members 
Mstep: Class 16 contains 183917 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 18 contains 230281 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204286 members 
Mstep: Class 21 contains 50446 members 
Mstep: Class 22 contains 76666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663536.000000 Penalty: 77982.101562
Iteration 187Q: 23 clusters Score -1.946635e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179126 members 
Mstep: Class 2 contains 172323 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15678 members 
Mstep: Class 5 contains 140678 members 
Mstep: Class 6 contains 197449 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 81851 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 21960 members 
Mstep: Class 16 contains 183827 members 
Mstep: Class 17 contains 12983 members 
Mstep: Class 18 contains 230442 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204269 members 
Mstep: Class 21 contains 50451 members 
Mstep: Class 22 contains 76677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663888.000000 Penalty: 77982.101562
Iteration 188Q: 23 clusters Score -1.946639e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 172334 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15665 members 
Mstep: Class 5 contains 140684 members 
Mstep: Class 6 contains 197419 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 4769 members 
Mstep: Class 9 contains 81812 members 
Mstep: Class 10 contains 10445 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 21942 members 
Mstep: Class 16 contains 183742 members 
Mstep: Class 17 contains 12993 members 
Mstep: Class 18 contains 230544 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204278 members 
Mstep: Class 21 contains 50448 members 
Mstep: Class 22 contains 76687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663984.000000 Penalty: 77982.101562
Iteration 189Q: 23 clusters Score -1.94664e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 172338 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15650 members 
Mstep: Class 5 contains 140680 members 
Mstep: Class 6 contains 197370 members 
Mstep: Class 7 contains 8603 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 81770 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 21925 members 
Mstep: Class 16 contains 183658 members 
Mstep: Class 17 contains 13011 members 
Mstep: Class 18 contains 230674 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204286 members 
Mstep: Class 21 contains 50447 members 
Mstep: Class 22 contains 76701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664496.000000 Penalty: 77982.101562
Iteration 190Q: 23 clusters Score -1.946645e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178964 members 
Mstep: Class 2 contains 172363 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15628 members 
Mstep: Class 5 contains 140695 members 
Mstep: Class 6 contains 197322 members 
Mstep: Class 7 contains 8600 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81724 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 21908 members 
Mstep: Class 16 contains 183570 members 
Mstep: Class 17 contains 13033 members 
Mstep: Class 18 contains 230820 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204276 members 
Mstep: Class 21 contains 50447 members 
Mstep: Class 22 contains 76735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664128.000000 Penalty: 77982.101562
Iteration 191Q: 23 clusters Score -1.946641e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178923 members 
Mstep: Class 2 contains 172367 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15599 members 
Mstep: Class 5 contains 140715 members 
Mstep: Class 6 contains 197287 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 81678 members 
Mstep: Class 10 contains 10691 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 21877 members 
Mstep: Class 16 contains 183472 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 18 contains 230984 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204250 members 
Mstep: Class 21 contains 50445 members 
Mstep: Class 22 contains 76747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663872.000000 Penalty: 77982.101562
Iteration 192Q: 23 clusters Score -1.946639e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178874 members 
Mstep: Class 2 contains 172385 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 140736 members 
Mstep: Class 6 contains 197240 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 81636 members 
Mstep: Class 10 contains 10775 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 21838 members 
Mstep: Class 16 contains 183390 members 
Mstep: Class 17 contains 13070 members 
Mstep: Class 18 contains 231172 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204200 members 
Mstep: Class 21 contains 50448 members 
Mstep: Class 22 contains 76751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664144.000000 Penalty: 77982.101562
Iteration 193Q: 23 clusters Score -1.946641e+08 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178811 members 
Mstep: Class 2 contains 172421 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15570 members 
Mstep: Class 5 contains 140766 members 
Mstep: Class 6 contains 197209 members 
Mstep: Class 7 contains 8587 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 81596 members 
Mstep: Class 10 contains 10881 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 21801 members 
Mstep: Class 16 contains 183323 members 
Mstep: Class 17 contains 13087 members 
Mstep: Class 18 contains 231296 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204153 members 
Mstep: Class 21 contains 50437 members 
Mstep: Class 22 contains 76757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664512.000000 Penalty: 77982.101562
Iteration 194Q: 23 clusters Score -1.946645e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 172457 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 140802 members 
Mstep: Class 6 contains 197149 members 
Mstep: Class 7 contains 8582 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81554 members 
Mstep: Class 10 contains 10974 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 21774 members 
Mstep: Class 16 contains 183236 members 
Mstep: Class 17 contains 13118 members 
Mstep: Class 18 contains 231385 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204110 members 
Mstep: Class 21 contains 50429 members 
Mstep: Class 22 contains 76772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665024.000000 Penalty: 77982.101562
Iteration 195Q: 23 clusters Score -1.94665e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178796 members 
Mstep: Class 2 contains 172487 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15522 members 
Mstep: Class 5 contains 140836 members 
Mstep: Class 6 contains 197126 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81496 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 21755 members 
Mstep: Class 16 contains 183159 members 
Mstep: Class 17 contains 13141 members 
Mstep: Class 18 contains 231417 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204072 members 
Mstep: Class 21 contains 50418 members 
Mstep: Class 22 contains 76785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664896.000000 Penalty: 77982.101562
Iteration 196Q: 23 clusters Score -1.946649e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 172533 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 140842 members 
Mstep: Class 6 contains 197105 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 81457 members 
Mstep: Class 10 contains 11250 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 21724 members 
Mstep: Class 16 contains 183092 members 
Mstep: Class 17 contains 13158 members 
Mstep: Class 18 contains 231427 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204045 members 
Mstep: Class 21 contains 50419 members 
Mstep: Class 22 contains 76800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664336.000000 Penalty: 77982.101562
Iteration 197Q: 23 clusters Score -1.946643e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 172540 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 140852 members 
Mstep: Class 6 contains 197068 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81412 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 21687 members 
Mstep: Class 16 contains 183010 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 231518 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 204008 members 
Mstep: Class 21 contains 50412 members 
Mstep: Class 22 contains 76791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664752.000000 Penalty: 77982.101562
Iteration 198Q: 23 clusters Score -1.946648e+08 nChanged 1784
Entering ConstructFrom: 
Score: -194664752.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (178724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Entering Unmasked Estep 
Score: -22082894.000000 Penalty: 2999.212402
	Iteration 0F: 2 clusters Score -2.208289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -21969664.000000 Penalty: 5998.424805
	Iteration 0F: 3 clusters Score -2.196966e+07 nChanged 85609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -22020000.000000 Penalty: 5998.424805
	Iteration 1F: 3 clusters Score -2.202e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -22021526.000000 Penalty: 5998.424805
	Iteration 2Q: 3 clusters Score -2.202153e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -22023804.000000 Penalty: 5998.424805
	Iteration 3Q: 3 clusters Score -2.20238e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107075 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -22027966.000000 Penalty: 5998.424805
	Iteration 4Q: 3 clusters Score -2.202797e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115893 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -22034868.000000 Penalty: 5998.424805
	Iteration 5F: 3 clusters Score -2.203487e+07 nChanged 13521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127054 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -22044970.000000 Penalty: 5998.424805
	Iteration 6F: 3 clusters Score -2.204497e+07 nChanged 14236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139444 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -22057862.000000 Penalty: 5998.424805
	Iteration 7F: 3 clusters Score -2.205786e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -22069290.000000 Penalty: 5998.424805
	Iteration 8F: 3 clusters Score -2.206929e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -22076236.000000 Penalty: 5998.424805
	Iteration 9Q: 3 clusters Score -2.207624e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160863 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -22079634.000000 Penalty: 5998.424805
	Iteration 10Q: 3 clusters Score -2.207963e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -22081028.000000 Penalty: 5998.424805
	Iteration 11Q: 3 clusters Score -2.208103e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -22081540.000000 Penalty: 5998.424805
	Iteration 12Q: 3 clusters Score -2.208154e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167292 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -22081776.000000 Penalty: 5998.424805
	Iteration 13Q: 3 clusters Score -2.208178e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -22081964.000000 Penalty: 5998.424805
	Iteration 14Q: 3 clusters Score -2.208196e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169779 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -22082078.000000 Penalty: 5998.424805
	Iteration 15Q: 3 clusters Score -2.208208e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170773 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -22082032.000000 Penalty: 5998.424805
	Iteration 16Q: 3 clusters Score -2.208203e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171596 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -22082004.000000 Penalty: 5998.424805
	Iteration 17Q: 3 clusters Score -2.2082e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172296 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -22082010.000000 Penalty: 5998.424805
	Iteration 18Q: 3 clusters Score -2.208201e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172892 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -22082036.000000 Penalty: 5998.424805
	Iteration 19Q: 3 clusters Score -2.208204e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -22082006.000000 Penalty: 5998.424805
	Iteration 20F: 3 clusters Score -2.208201e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -22082010.000000 Penalty: 5998.424805
	Iteration 21Q: 3 clusters Score -2.208201e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174145 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -22081982.000000 Penalty: 5998.424805
	Iteration 22Q: 3 clusters Score -2.208198e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174439 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -22081996.000000 Penalty: 5998.424805
	Iteration 23Q: 3 clusters Score -2.2082e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -22081980.000000 Penalty: 5998.424805
	Iteration 24Q: 3 clusters Score -2.208198e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174866 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -22081978.000000 Penalty: 5998.424805
	Iteration 25Q: 3 clusters Score -2.208198e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -22081948.000000 Penalty: 5998.424805
	Iteration 26Q: 3 clusters Score -2.208195e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175172 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -22081920.000000 Penalty: 5998.424805
	Iteration 27Q: 3 clusters Score -2.208192e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175303 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -22081980.000000 Penalty: 5998.424805
	Iteration 28Q: 3 clusters Score -2.208198e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175399 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -22081916.000000 Penalty: 5998.424805
	Iteration 29Q: 3 clusters Score -2.208192e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175503 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -22081932.000000 Penalty: 5998.424805
	Iteration 30Q: 3 clusters Score -2.208193e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -22081982.000000 Penalty: 5998.424805
	Iteration 31Q: 3 clusters Score -2.208198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -22081944.000000 Penalty: 5998.424805
	Iteration 32Q: 3 clusters Score -2.208194e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175742 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -22081922.000000 Penalty: 5998.424805
	Iteration 33Q: 3 clusters Score -2.208192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22081936.000000 Penalty: 5998.424805
	Iteration 34Q: 3 clusters Score -2.208194e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22081938.000000 Penalty: 5998.424805
	Iteration 35Q: 3 clusters Score -2.208194e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22081922.000000 Penalty: 5998.424805
	Iteration 36Q: 3 clusters Score -2.208192e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22081924.000000 Penalty: 5998.424805
	Iteration 37Q: 3 clusters Score -2.208192e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176006 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22081914.000000 Penalty: 5998.424805
	Iteration 38Q: 3 clusters Score -2.208191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176035 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22081896.000000 Penalty: 5998.424805
	Iteration 39Q: 3 clusters Score -2.20819e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176076 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -22081894.000000 Penalty: 5998.424805
	Iteration 40F: 3 clusters Score -2.208189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176117 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -22081902.000000 Penalty: 5998.424805
	Iteration 41Q: 3 clusters Score -2.20819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176143 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -22081902.000000 Penalty: 5998.424805
	Iteration 42Q: 3 clusters Score -2.20819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -22081904.000000 Penalty: 5998.424805
	Iteration 43Q: 3 clusters Score -2.20819e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176191 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -22081886.000000 Penalty: 5998.424805
	Iteration 44Q: 3 clusters Score -2.208189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176206 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22081892.000000 Penalty: 5998.424805
	Iteration 45Q: 3 clusters Score -2.208189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -22081890.000000 Penalty: 5998.424805
	Iteration 46Q: 3 clusters Score -2.208189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176248 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22081912.000000 Penalty: 5998.424805
	Iteration 47Q: 3 clusters Score -2.208191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176256 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -22081930.000000 Penalty: 5998.424805
	Iteration 48Q: 3 clusters Score -2.208193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -22081914.000000 Penalty: 5998.424805
	Iteration 49Q: 3 clusters Score -2.208191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22081922.000000 Penalty: 5998.424805
	Iteration 50Q: 3 clusters Score -2.208192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -22081942.000000 Penalty: 5998.424805
	Iteration 51Q: 3 clusters Score -2.208194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176314 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -22081956.000000 Penalty: 5998.424805
	Iteration 52Q: 3 clusters Score -2.208196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22081938.000000 Penalty: 5998.424805
	Iteration 53Q: 3 clusters Score -2.208194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176322 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22081950.000000 Penalty: 5998.424805
	Iteration 54Q: 3 clusters Score -2.208195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176318 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -22081942.000000 Penalty: 5998.424805
	Iteration 55Q: 3 clusters Score -2.208194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -22081946.000000 Penalty: 5998.424805
	Iteration 56Q: 3 clusters Score -2.208195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -22081944.000000 Penalty: 5998.424805
	Iteration 57Q: 3 clusters Score -2.208194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22081952.000000 Penalty: 5998.424805
	Iteration 58Q: 3 clusters Score -2.208195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176332 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -22081946.000000 Penalty: 5998.424805
	Iteration 59Q: 3 clusters Score -2.208195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22081948.000000 Penalty: 5998.424805
	Iteration 60F: 3 clusters Score -2.208195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22081956.000000 Penalty: 5998.424805
	Iteration 61Q: 3 clusters Score -2.208196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22081960.000000 Penalty: 5998.424805
	Iteration 62Q: 3 clusters Score -2.208196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22081950.000000 Penalty: 5998.424805
	Iteration 63Q: 3 clusters Score -2.208195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22081956.000000 Penalty: 5998.424805
	Iteration 64Q: 3 clusters Score -2.208196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176335 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -22081968.000000 Penalty: 5998.424805
	Iteration 65Q: 3 clusters Score -2.208197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22081962.000000 Penalty: 5998.424805
	Iteration 66Q: 3 clusters Score -2.208196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176336 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22081962.000000 Penalty: 5998.424805
	Iteration 67F: 3 clusters Score -2.208196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172556 members 
Entering Unmasked Estep 
Score: -21429066.000000 Penalty: 2990.502441
	Iteration 0F: 2 clusters Score -2.142907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 86389 members 
Entering Unmasked Estep 
Score: -21316216.000000 Penalty: 5981.004883
	Iteration 0F: 3 clusters Score -2.131622e+07 nChanged 82961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -21365504.000000 Penalty: 5981.004883
	Iteration 1F: 3 clusters Score -2.13655e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -21367546.000000 Penalty: 5981.004883
	Iteration 2Q: 3 clusters Score -2.136755e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -21370974.000000 Penalty: 5981.004883
	Iteration 3Q: 3 clusters Score -2.137097e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 101802 members 
Entering Unmasked Estep 
Score: -21377234.000000 Penalty: 5981.004883
	Iteration 4F: 3 clusters Score -2.137723e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 109664 members 
Entering Unmasked Estep 
Score: -21386694.000000 Penalty: 5981.004883
	Iteration 5F: 3 clusters Score -2.138669e+07 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 118739 members 
Entering Unmasked Estep 
Score: -21398728.000000 Penalty: 5981.004883
	Iteration 6F: 3 clusters Score -2.139873e+07 nChanged 12734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 126731 members 
Entering Unmasked Estep 
Score: -21410400.000000 Penalty: 5981.004883
	Iteration 7F: 3 clusters Score -2.14104e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 132048 members 
Entering Unmasked Estep 
Score: -21417374.000000 Penalty: 5981.004883
	Iteration 8F: 3 clusters Score -2.141737e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -21420322.000000 Penalty: 5981.004883
	Iteration 9Q: 3 clusters Score -2.142032e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 138225 members 
Entering Unmasked Estep 
Score: -21421738.000000 Penalty: 5981.004883
	Iteration 10Q: 3 clusters Score -2.142174e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 140766 members 
Entering Unmasked Estep 
Score: -21422814.000000 Penalty: 5981.004883
	Iteration 11Q: 3 clusters Score -2.142281e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -21423608.000000 Penalty: 5981.004883
	Iteration 12Q: 3 clusters Score -2.142361e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 145256 members 
Entering Unmasked Estep 
Score: -21424232.000000 Penalty: 5981.004883
	Iteration 13Q: 3 clusters Score -2.142423e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -21424900.000000 Penalty: 5981.004883
	Iteration 14Q: 3 clusters Score -2.14249e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -21425306.000000 Penalty: 5981.004883
	Iteration 15Q: 3 clusters Score -2.142531e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 150988 members 
Entering Unmasked Estep 
Score: -21425630.000000 Penalty: 5981.004883
	Iteration 16Q: 3 clusters Score -2.142563e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -21426044.000000 Penalty: 5981.004883
	Iteration 17Q: 3 clusters Score -2.142604e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -21426196.000000 Penalty: 5981.004883
	Iteration 18Q: 3 clusters Score -2.14262e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 155473 members 
Entering Unmasked Estep 
Score: -21426376.000000 Penalty: 5981.004883
	Iteration 19Q: 3 clusters Score -2.142638e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
Score: -21426584.000000 Penalty: 5981.004883
	Iteration 20F: 3 clusters Score -2.142658e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -21426754.000000 Penalty: 5981.004883
	Iteration 21Q: 3 clusters Score -2.142675e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 158754 members 
Entering Unmasked Estep 
Score: -21426854.000000 Penalty: 5981.004883
	Iteration 22Q: 3 clusters Score -2.142685e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -21426992.000000 Penalty: 5981.004883
	Iteration 23Q: 3 clusters Score -2.142699e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 160540 members 
Entering Unmasked Estep 
Score: -21427190.000000 Penalty: 5981.004883
	Iteration 24Q: 3 clusters Score -2.142719e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -21427274.000000 Penalty: 5981.004883
	Iteration 25Q: 3 clusters Score -2.142727e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -21427338.000000 Penalty: 5981.004883
	Iteration 26Q: 3 clusters Score -2.142734e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 162646 members 
Entering Unmasked Estep 
Score: -21427432.000000 Penalty: 5981.004883
	Iteration 27Q: 3 clusters Score -2.142743e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -21427498.000000 Penalty: 5981.004883
	Iteration 28Q: 3 clusters Score -2.14275e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -21427526.000000 Penalty: 5981.004883
	Iteration 29Q: 3 clusters Score -2.142753e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -21427554.000000 Penalty: 5981.004883
	Iteration 30Q: 3 clusters Score -2.142755e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 164583 members 
Entering Unmasked Estep 
Score: -21427598.000000 Penalty: 5981.004883
	Iteration 31Q: 3 clusters Score -2.14276e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 164971 members 
Entering Unmasked Estep 
Score: -21427618.000000 Penalty: 5981.004883
	Iteration 32Q: 3 clusters Score -2.142762e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 165331 members 
Entering Unmasked Estep 
Score: -21427574.000000 Penalty: 5981.004883
	Iteration 33Q: 3 clusters Score -2.142757e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -21427550.000000 Penalty: 5981.004883
	Iteration 34Q: 3 clusters Score -2.142755e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -21427512.000000 Penalty: 5981.004883
	Iteration 35Q: 3 clusters Score -2.142751e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 166209 members 
Entering Unmasked Estep 
Score: -21427518.000000 Penalty: 5981.004883
	Iteration 36Q: 3 clusters Score -2.142752e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 166440 members 
Entering Unmasked Estep 
Score: -21427562.000000 Penalty: 5981.004883
	Iteration 37Q: 3 clusters Score -2.142756e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -21427616.000000 Penalty: 5981.004883
	Iteration 38Q: 3 clusters Score -2.142762e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 166791 members 
Entering Unmasked Estep 
Score: -21427590.000000 Penalty: 5981.004883
	Iteration 39Q: 3 clusters Score -2.142759e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -21427552.000000 Penalty: 5981.004883
	Iteration 40F: 3 clusters Score -2.142755e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -21427546.000000 Penalty: 5981.004883
	Iteration 41Q: 3 clusters Score -2.142755e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -21427588.000000 Penalty: 5981.004883
	Iteration 42Q: 3 clusters Score -2.142759e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -21427618.000000 Penalty: 5981.004883
	Iteration 43Q: 3 clusters Score -2.142762e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 167399 members 
Entering Unmasked Estep 
Score: -21427644.000000 Penalty: 5981.004883
	Iteration 44Q: 3 clusters Score -2.142764e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 167491 members 
Entering Unmasked Estep 
Score: -21427636.000000 Penalty: 5981.004883
	Iteration 45Q: 3 clusters Score -2.142764e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 167569 members 
Entering Unmasked Estep 
Score: -21427620.000000 Penalty: 5981.004883
	Iteration 46Q: 3 clusters Score -2.142762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -21427602.000000 Penalty: 5981.004883
	Iteration 47Q: 3 clusters Score -2.14276e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -21427596.000000 Penalty: 5981.004883
	Iteration 48Q: 3 clusters Score -2.14276e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -21427566.000000 Penalty: 5981.004883
	Iteration 49Q: 3 clusters Score -2.142757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 167808 members 
Entering Unmasked Estep 
Score: -21427574.000000 Penalty: 5981.004883
	Iteration 50Q: 3 clusters Score -2.142757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -21427546.000000 Penalty: 5981.004883
	Iteration 51Q: 3 clusters Score -2.142755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -21427572.000000 Penalty: 5981.004883
	Iteration 52Q: 3 clusters Score -2.142757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -21427574.000000 Penalty: 5981.004883
	Iteration 53Q: 3 clusters Score -2.142757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 167901 members 
Entering Unmasked Estep 
Score: -21427568.000000 Penalty: 5981.004883
	Iteration 54Q: 3 clusters Score -2.142757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
Score: -21427568.000000 Penalty: 5981.004883
	Iteration 55Q: 3 clusters Score -2.142757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 167926 members 
Entering Unmasked Estep 
Score: -21427556.000000 Penalty: 5981.004883
	Iteration 56Q: 3 clusters Score -2.142756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 167944 members 
Entering Unmasked Estep 
Score: -21427546.000000 Penalty: 5981.004883
	Iteration 57Q: 3 clusters Score -2.142755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -21427558.000000 Penalty: 5981.004883
	Iteration 58Q: 3 clusters Score -2.142756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -21427572.000000 Penalty: 5981.004883
	Iteration 59Q: 3 clusters Score -2.142757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -21427580.000000 Penalty: 5981.004883
	Iteration 60F: 3 clusters Score -2.142758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -21427570.000000 Penalty: 5981.004883
	Iteration 61Q: 3 clusters Score -2.142757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -21427570.000000 Penalty: 5981.004883
	Iteration 62Q: 3 clusters Score -2.142757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 168029 members 
Entering Unmasked Estep 
Score: -21427580.000000 Penalty: 5981.004883
	Iteration 63Q: 3 clusters Score -2.142758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 168042 members 
Entering Unmasked Estep 
Score: -21427588.000000 Penalty: 5981.004883
	Iteration 64Q: 3 clusters Score -2.142759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 168058 members 
Entering Unmasked Estep 
Score: -21427606.000000 Penalty: 5981.004883
	Iteration 65Q: 3 clusters Score -2.142761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -21427594.000000 Penalty: 5981.004883
	Iteration 66Q: 3 clusters Score -2.142759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 168084 members 
Entering Unmasked Estep 
Score: -21427614.000000 Penalty: 5981.004883
	Iteration 67Q: 3 clusters Score -2.142761e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 168103 members 
Entering Unmasked Estep 
Score: -21427626.000000 Penalty: 5981.004883
	Iteration 68Q: 3 clusters Score -2.142763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -21427608.000000 Penalty: 5981.004883
	Iteration 69Q: 3 clusters Score -2.142761e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -21427634.000000 Penalty: 5981.004883
	Iteration 70Q: 3 clusters Score -2.142763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 168166 members 
Entering Unmasked Estep 
Score: -21427660.000000 Penalty: 5981.004883
	Iteration 71Q: 3 clusters Score -2.142766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5981.004883
	Iteration 72Q: 3 clusters Score -2.142766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -21427652.000000 Penalty: 5981.004883
	Iteration 73Q: 3 clusters Score -2.142765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 168206 members 
Entering Unmasked Estep 
Score: -21427660.000000 Penalty: 5981.004883
	Iteration 74Q: 3 clusters Score -2.142766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 168216 members 
Entering Unmasked Estep 
Score: -21427660.000000 Penalty: 5981.004883
	Iteration 75Q: 3 clusters Score -2.142766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 168229 members 
Entering Unmasked Estep 
Score: -21427660.000000 Penalty: 5981.004883
	Iteration 76Q: 3 clusters Score -2.142766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -21427660.000000 Penalty: 5981.004883
	Iteration 77Q: 3 clusters Score -2.142766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 168269 members 
Entering Unmasked Estep 
Score: -21427654.000000 Penalty: 5981.004883
	Iteration 78Q: 3 clusters Score -2.142765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5981.004883
	Iteration 79Q: 3 clusters Score -2.142766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5981.004883
	Iteration 80F: 3 clusters Score -2.142766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -21427652.000000 Penalty: 5981.004883
	Iteration 81Q: 3 clusters Score -2.142765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 168324 members 
Entering Unmasked Estep 
Score: -21427654.000000 Penalty: 5981.004883
	Iteration 82Q: 3 clusters Score -2.142765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -21427626.000000 Penalty: 5981.004883
	Iteration 83Q: 3 clusters Score -2.142763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 168335 members 
Entering Unmasked Estep 
Score: -21427642.000000 Penalty: 5981.004883
	Iteration 84Q: 3 clusters Score -2.142764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -21427632.000000 Penalty: 5981.004883
	Iteration 85Q: 3 clusters Score -2.142763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -21427654.000000 Penalty: 5981.004883
	Iteration 86Q: 3 clusters Score -2.142765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 168352 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5981.004883
	Iteration 87Q: 3 clusters Score -2.142766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -21427638.000000 Penalty: 5981.004883
	Iteration 88Q: 3 clusters Score -2.142764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -21427650.000000 Penalty: 5981.004883
	Iteration 89Q: 3 clusters Score -2.142765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -21427642.000000 Penalty: 5981.004883
	Iteration 90Q: 3 clusters Score -2.142764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -21427648.000000 Penalty: 5981.004883
	Iteration 91Q: 3 clusters Score -2.142765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5981.004883
	Iteration 92Q: 3 clusters Score -2.142766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 168408 members 
Entering Unmasked Estep 
Score: -21427664.000000 Penalty: 5981.004883
	Iteration 93Q: 3 clusters Score -2.142766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -21427656.000000 Penalty: 5981.004883
	Iteration 94Q: 3 clusters Score -2.142766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -21427672.000000 Penalty: 5981.004883
	Iteration 95Q: 3 clusters Score -2.142767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -21427658.000000 Penalty: 5981.004883
	Iteration 96Q: 3 clusters Score -2.142766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -21427650.000000 Penalty: 5981.004883
	Iteration 97Q: 3 clusters Score -2.142765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -21427656.000000 Penalty: 5981.004883
	Iteration 98Q: 3 clusters Score -2.142766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 168431 members 
Entering Unmasked Estep 
Score: -21427656.000000 Penalty: 5981.004883
	Iteration 99F: 3 clusters Score -2.142766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -163067.546875 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -163067.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -160849.687500 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -160849.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161535.781250 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -161535.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -161830.171875 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -161830.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162055.546875 Penalty: 3635.881104
	Iteration 3F: 3 clusters Score -162055.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -162306.890625 Penalty: 3635.881104
	Iteration 4F: 3 clusters Score -162306.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -162634.187500 Penalty: 3635.881104
	Iteration 5F: 3 clusters Score -162634.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -163076.546875 Penalty: 3635.881104
	Iteration 6F: 3 clusters Score -163076.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163632.843750 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -163632.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163861.828125 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -163861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -163915.031250 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -163915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -163917.921875 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -163917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -163922.046875 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -163922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -163923.656250 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -163923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -163926.171875 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -163926.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -163927.296875 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -163927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163929.859375 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -163929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -163932.203125 Penalty: 3635.881104
	Iteration 16Q: 3 clusters Score -163932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -163935.000000 Penalty: 3635.881104
	Iteration 17Q: 3 clusters Score -163935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -163938.062500 Penalty: 3635.881104
	Iteration 18Q: 3 clusters Score -163938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163944.546875 Penalty: 3635.881104
	Iteration 19Q: 3 clusters Score -163944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -163953.421875 Penalty: 3635.881104
	Iteration 20F: 3 clusters Score -163953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -163958.109375 Penalty: 3635.881104
	Iteration 21Q: 3 clusters Score -163958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -163961.796875 Penalty: 3635.881104
	Iteration 22Q: 3 clusters Score -163961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163963.578125 Penalty: 3635.881104
	Iteration 23Q: 3 clusters Score -163963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163964.750000 Penalty: 3635.881104
	Iteration 24Q: 3 clusters Score -163964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163964.750000 Penalty: 3635.881104
	Iteration 25F: 3 clusters Score -163964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 172556 members 
Mstep: Class 3 contains 656 members 
Mstep: Class 4 contains 15481 members 
Mstep: Class 5 contains 140870 members 
Mstep: Class 6 contains 197020 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81363 members 
Mstep: Class 10 contains 11582 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6235 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 21675 members 
Mstep: Class 16 contains 182907 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 231604 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203960 members 
Mstep: Class 21 contains 50420 members 
Mstep: Class 22 contains 76785 members 
Mstep: Class 23 contains 870 members 
Entering Unmasked Estep 
Score: -194663760.000000 Penalty: 81526.742188
Splitting cluster 3 changes total score from -194664752.000000 to -194663760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (15481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Entering Unmasked Estep 
Score: -1860999.000000 Penalty: 2392.547363
	Iteration 0F: 2 clusters Score -1860999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1849767.375000 Penalty: 4785.094727
	Iteration 0F: 3 clusters Score -1849767 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1853376.000000 Penalty: 4785.094727
	Iteration 1F: 3 clusters Score -1853376 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1853741.000000 Penalty: 4785.094727
	Iteration 2F: 3 clusters Score -1853741 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1854071.875000 Penalty: 4785.094727
	Iteration 3Q: 3 clusters Score -1854072 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1854366.125000 Penalty: 4785.094727
	Iteration 4Q: 3 clusters Score -1854366 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1854617.250000 Penalty: 4785.094727
	Iteration 5Q: 3 clusters Score -1854617 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1854847.875000 Penalty: 4785.094727
	Iteration 6Q: 3 clusters Score -1854848 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1855105.750000 Penalty: 4785.094727
	Iteration 7Q: 3 clusters Score -1855106 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1855370.625000 Penalty: 4785.094727
	Iteration 8Q: 3 clusters Score -1855371 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1855672.625000 Penalty: 4785.094727
	Iteration 9Q: 3 clusters Score -1855673 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1856027.000000 Penalty: 4785.094727
	Iteration 10Q: 3 clusters Score -1856027 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1856401.125000 Penalty: 4785.094727
	Iteration 11Q: 3 clusters Score -1856401 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1856769.375000 Penalty: 4785.094727
	Iteration 12Q: 3 clusters Score -1856769 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1857093.750000 Penalty: 4785.094727
	Iteration 13Q: 3 clusters Score -1857094 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1857377.500000 Penalty: 4785.094727
	Iteration 14Q: 3 clusters Score -1857378 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1857624.375000 Penalty: 4785.094727
	Iteration 15Q: 3 clusters Score -1857624 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1857851.125000 Penalty: 4785.094727
	Iteration 16Q: 3 clusters Score -1857851 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1858059.625000 Penalty: 4785.094727
	Iteration 17Q: 3 clusters Score -1858060 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1858253.625000 Penalty: 4785.094727
	Iteration 18Q: 3 clusters Score -1858254 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1858426.125000 Penalty: 4785.094727
	Iteration 19Q: 3 clusters Score -1858426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1858583.250000 Penalty: 4785.094727
	Iteration 20F: 3 clusters Score -1858583 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1858722.500000 Penalty: 4785.094727
	Iteration 21Q: 3 clusters Score -1858722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1858842.750000 Penalty: 4785.094727
	Iteration 22Q: 3 clusters Score -1858843 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1858943.750000 Penalty: 4785.094727
	Iteration 23Q: 3 clusters Score -1858944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1859020.125000 Penalty: 4785.094727
	Iteration 24Q: 3 clusters Score -1859020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1859077.750000 Penalty: 4785.094727
	Iteration 25Q: 3 clusters Score -1859078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1859135.875000 Penalty: 4785.094727
	Iteration 26Q: 3 clusters Score -1859136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1859196.250000 Penalty: 4785.094727
	Iteration 27Q: 3 clusters Score -1859196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1859232.875000 Penalty: 4785.094727
	Iteration 28Q: 3 clusters Score -1859233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1859255.375000 Penalty: 4785.094727
	Iteration 29Q: 3 clusters Score -1859255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1859285.750000 Penalty: 4785.094727
	Iteration 30Q: 3 clusters Score -1859286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1859312.125000 Penalty: 4785.094727
	Iteration 31Q: 3 clusters Score -1859312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1859331.500000 Penalty: 4785.094727
	Iteration 32Q: 3 clusters Score -1859332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1859354.375000 Penalty: 4785.094727
	Iteration 33Q: 3 clusters Score -1859354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1859372.625000 Penalty: 4785.094727
	Iteration 34Q: 3 clusters Score -1859373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1859387.625000 Penalty: 4785.094727
	Iteration 35Q: 3 clusters Score -1859388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1859398.750000 Penalty: 4785.094727
	Iteration 36Q: 3 clusters Score -1859399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1859417.625000 Penalty: 4785.094727
	Iteration 37Q: 3 clusters Score -1859418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1859423.750000 Penalty: 4785.094727
	Iteration 38Q: 3 clusters Score -1859424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1859429.500000 Penalty: 4785.094727
	Iteration 39Q: 3 clusters Score -1859430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1859433.500000 Penalty: 4785.094727
	Iteration 40F: 3 clusters Score -1859434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1859441.750000 Penalty: 4785.094727
	Iteration 41Q: 3 clusters Score -1859442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1859443.250000 Penalty: 4785.094727
	Iteration 42Q: 3 clusters Score -1859443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1859448.125000 Penalty: 4785.094727
	Iteration 43Q: 3 clusters Score -1859448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1859450.000000 Penalty: 4785.094727
	Iteration 44Q: 3 clusters Score -1859450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1859448.000000 Penalty: 4785.094727
	Iteration 45Q: 3 clusters Score -1859448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1859448.000000 Penalty: 4785.094727
	Iteration 46F: 3 clusters Score -1859448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (140870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140870 members 
Entering Unmasked Estep 
Score: -17452436.000000 Penalty: 2940.187012
	Iteration 0F: 2 clusters Score -1.745244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 70330 members 
Entering Unmasked Estep 
Score: -17358454.000000 Penalty: 5880.374023
	Iteration 0F: 3 clusters Score -1.735845e+07 nChanged 67323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -17397384.000000 Penalty: 5880.374023
	Iteration 1F: 3 clusters Score -1.739738e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -17398442.000000 Penalty: 5880.374023
	Iteration 2Q: 3 clusters Score -1.739844e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -17399848.000000 Penalty: 5880.374023
	Iteration 3Q: 3 clusters Score -1.739985e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -17401878.000000 Penalty: 5880.374023
	Iteration 4Q: 3 clusters Score -1.740188e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -17405138.000000 Penalty: 5880.374023
	Iteration 5Q: 3 clusters Score -1.740514e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -17409848.000000 Penalty: 5880.374023
	Iteration 6F: 3 clusters Score -1.740985e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -17416876.000000 Penalty: 5880.374023
	Iteration 7F: 3 clusters Score -1.741688e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -17425638.000000 Penalty: 5880.374023
	Iteration 8F: 3 clusters Score -1.742564e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -17434156.000000 Penalty: 5880.374023
	Iteration 9F: 3 clusters Score -1.743416e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116723 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -17440640.000000 Penalty: 5880.374023
	Iteration 10F: 3 clusters Score -1.744064e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120293 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -17444304.000000 Penalty: 5880.374023
	Iteration 11Q: 3 clusters Score -1.74443e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122686 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -17446210.000000 Penalty: 5880.374023
	Iteration 12Q: 3 clusters Score -1.744621e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124551 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -17447232.000000 Penalty: 5880.374023
	Iteration 13Q: 3 clusters Score -1.744723e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126044 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -17447994.000000 Penalty: 5880.374023
	Iteration 14Q: 3 clusters Score -1.744799e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -17448448.000000 Penalty: 5880.374023
	Iteration 15Q: 3 clusters Score -1.744845e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128451 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -17448822.000000 Penalty: 5880.374023
	Iteration 16Q: 3 clusters Score -1.744882e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129432 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -17449162.000000 Penalty: 5880.374023
	Iteration 17Q: 3 clusters Score -1.744916e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130314 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -17449398.000000 Penalty: 5880.374023
	Iteration 18Q: 3 clusters Score -1.74494e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -17449552.000000 Penalty: 5880.374023
	Iteration 19Q: 3 clusters Score -1.744955e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131699 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -17449778.000000 Penalty: 5880.374023
	Iteration 20F: 3 clusters Score -1.744978e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -17449952.000000 Penalty: 5880.374023
	Iteration 21Q: 3 clusters Score -1.744995e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132846 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -17450094.000000 Penalty: 5880.374023
	Iteration 22Q: 3 clusters Score -1.745009e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133350 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -17450240.000000 Penalty: 5880.374023
	Iteration 23Q: 3 clusters Score -1.745024e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -17450324.000000 Penalty: 5880.374023
	Iteration 24Q: 3 clusters Score -1.745032e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -17450420.000000 Penalty: 5880.374023
	Iteration 25Q: 3 clusters Score -1.745042e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -17450514.000000 Penalty: 5880.374023
	Iteration 26Q: 3 clusters Score -1.745051e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134930 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -17450642.000000 Penalty: 5880.374023
	Iteration 27Q: 3 clusters Score -1.745064e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -17450710.000000 Penalty: 5880.374023
	Iteration 28Q: 3 clusters Score -1.745071e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135476 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -17450806.000000 Penalty: 5880.374023
	Iteration 29Q: 3 clusters Score -1.745081e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135721 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -17450808.000000 Penalty: 5880.374023
	Iteration 30Q: 3 clusters Score -1.745081e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -17450828.000000 Penalty: 5880.374023
	Iteration 31Q: 3 clusters Score -1.745083e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -17450846.000000 Penalty: 5880.374023
	Iteration 32Q: 3 clusters Score -1.745085e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136295 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -17450868.000000 Penalty: 5880.374023
	Iteration 33Q: 3 clusters Score -1.745087e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136443 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -17450882.000000 Penalty: 5880.374023
	Iteration 34Q: 3 clusters Score -1.745088e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -17450920.000000 Penalty: 5880.374023
	Iteration 35Q: 3 clusters Score -1.745092e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136700 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -17450928.000000 Penalty: 5880.374023
	Iteration 36Q: 3 clusters Score -1.745093e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -17450934.000000 Penalty: 5880.374023
	Iteration 37Q: 3 clusters Score -1.745093e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136898 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -17450918.000000 Penalty: 5880.374023
	Iteration 38Q: 3 clusters Score -1.745092e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136995 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -17450964.000000 Penalty: 5880.374023
	Iteration 39Q: 3 clusters Score -1.745096e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -17450970.000000 Penalty: 5880.374023
	Iteration 40F: 3 clusters Score -1.745097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137151 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -17450980.000000 Penalty: 5880.374023
	Iteration 41Q: 3 clusters Score -1.745098e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -17450958.000000 Penalty: 5880.374023
	Iteration 42Q: 3 clusters Score -1.745096e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137281 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17450944.000000 Penalty: 5880.374023
	Iteration 43Q: 3 clusters Score -1.745094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137325 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -17450942.000000 Penalty: 5880.374023
	Iteration 44Q: 3 clusters Score -1.745094e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137377 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -17450966.000000 Penalty: 5880.374023
	Iteration 45Q: 3 clusters Score -1.745097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137432 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -17450958.000000 Penalty: 5880.374023
	Iteration 46Q: 3 clusters Score -1.745096e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137479 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -17450972.000000 Penalty: 5880.374023
	Iteration 47Q: 3 clusters Score -1.745097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137511 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -17450992.000000 Penalty: 5880.374023
	Iteration 48Q: 3 clusters Score -1.745099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137543 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -17450982.000000 Penalty: 5880.374023
	Iteration 49Q: 3 clusters Score -1.745098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -17450974.000000 Penalty: 5880.374023
	Iteration 50Q: 3 clusters Score -1.745097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -17451004.000000 Penalty: 5880.374023
	Iteration 51Q: 3 clusters Score -1.7451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137643 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -17451030.000000 Penalty: 5880.374023
	Iteration 52Q: 3 clusters Score -1.745103e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137686 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -17451014.000000 Penalty: 5880.374023
	Iteration 53Q: 3 clusters Score -1.745101e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137713 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -17451042.000000 Penalty: 5880.374023
	Iteration 54Q: 3 clusters Score -1.745104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137737 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -17451050.000000 Penalty: 5880.374023
	Iteration 55Q: 3 clusters Score -1.745105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137757 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -17451042.000000 Penalty: 5880.374023
	Iteration 56Q: 3 clusters Score -1.745104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137781 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -17451028.000000 Penalty: 5880.374023
	Iteration 57Q: 3 clusters Score -1.745103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -17451030.000000 Penalty: 5880.374023
	Iteration 58Q: 3 clusters Score -1.745103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -17451048.000000 Penalty: 5880.374023
	Iteration 59Q: 3 clusters Score -1.745105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137812 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -17451046.000000 Penalty: 5880.374023
	Iteration 60F: 3 clusters Score -1.745105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17451048.000000 Penalty: 5880.374023
	Iteration 61Q: 3 clusters Score -1.745105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137814 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -17451042.000000 Penalty: 5880.374023
	Iteration 62Q: 3 clusters Score -1.745104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137817 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17451048.000000 Penalty: 5880.374023
	Iteration 63Q: 3 clusters Score -1.745105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17451040.000000 Penalty: 5880.374023
	Iteration 64Q: 3 clusters Score -1.745104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137824 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -17451044.000000 Penalty: 5880.374023
	Iteration 65Q: 3 clusters Score -1.745104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137834 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -17451036.000000 Penalty: 5880.374023
	Iteration 66Q: 3 clusters Score -1.745104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -17451060.000000 Penalty: 5880.374023
	Iteration 67Q: 3 clusters Score -1.745106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137846 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -17451076.000000 Penalty: 5880.374023
	Iteration 68Q: 3 clusters Score -1.745108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137848 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -17451066.000000 Penalty: 5880.374023
	Iteration 69Q: 3 clusters Score -1.745107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137849 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -17451082.000000 Penalty: 5880.374023
	Iteration 70Q: 3 clusters Score -1.745108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137852 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17451080.000000 Penalty: 5880.374023
	Iteration 71Q: 3 clusters Score -1.745108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137853 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17451080.000000 Penalty: 5880.374023
	Iteration 72Q: 3 clusters Score -1.745108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137853 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -17451080.000000 Penalty: 5880.374023
	Iteration 73F: 3 clusters Score -1.745108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197020 members 
Entering Unmasked Estep 
Score: -24390564.000000 Penalty: 3023.382812
	Iteration 0F: 2 clusters Score -2.439056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -24273204.000000 Penalty: 6046.765625
	Iteration 0F: 3 clusters Score -2.42732e+07 nChanged 94317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -24328246.000000 Penalty: 6046.765625
	Iteration 1F: 3 clusters Score -2.432825e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -24329776.000000 Penalty: 6046.765625
	Iteration 2Q: 3 clusters Score -2.432978e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -24331884.000000 Penalty: 6046.765625
	Iteration 3Q: 3 clusters Score -2.433188e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 113924 members 
Entering Unmasked Estep 
Score: -24335640.000000 Penalty: 6046.765625
	Iteration 4Q: 3 clusters Score -2.433564e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 122616 members 
Entering Unmasked Estep 
Score: -24342242.000000 Penalty: 6046.765625
	Iteration 5F: 3 clusters Score -2.434224e+07 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 134474 members 
Entering Unmasked Estep 
Score: -24353098.000000 Penalty: 6046.765625
	Iteration 6F: 3 clusters Score -2.43531e+07 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -24367360.000000 Penalty: 6046.765625
	Iteration 7F: 3 clusters Score -2.436736e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 159768 members 
Entering Unmasked Estep 
Score: -24380290.000000 Penalty: 6046.765625
	Iteration 8F: 3 clusters Score -2.438029e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -24387664.000000 Penalty: 6046.765625
	Iteration 9F: 3 clusters Score -2.438766e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 173172 members 
Entering Unmasked Estep 
Score: -24390664.000000 Penalty: 6046.765625
	Iteration 10Q: 3 clusters Score -2.439066e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 176714 members 
Entering Unmasked Estep 
Score: -24391602.000000 Penalty: 6046.765625
	Iteration 11Q: 3 clusters Score -2.43916e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 179530 members 
Entering Unmasked Estep 
Score: -24391868.000000 Penalty: 6046.765625
	Iteration 12Q: 3 clusters Score -2.439187e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 181913 members 
Entering Unmasked Estep 
Score: -24392004.000000 Penalty: 6046.765625
	Iteration 13Q: 3 clusters Score -2.4392e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 183949 members 
Entering Unmasked Estep 
Score: -24392058.000000 Penalty: 6046.765625
	Iteration 14Q: 3 clusters Score -2.439206e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -24391740.000000 Penalty: 6046.765625
	Iteration 15Q: 3 clusters Score -2.439174e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 187088 members 
Entering Unmasked Estep 
Score: -24391498.000000 Penalty: 6046.765625
	Iteration 16Q: 3 clusters Score -2.43915e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 188321 members 
Entering Unmasked Estep 
Score: -24391410.000000 Penalty: 6046.765625
	Iteration 17Q: 3 clusters Score -2.439141e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 189325 members 
Entering Unmasked Estep 
Score: -24391264.000000 Penalty: 6046.765625
	Iteration 18Q: 3 clusters Score -2.439126e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 190149 members 
Entering Unmasked Estep 
Score: -24391290.000000 Penalty: 6046.765625
	Iteration 19Q: 3 clusters Score -2.439129e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 190803 members 
Entering Unmasked Estep 
Score: -24391170.000000 Penalty: 6046.765625
	Iteration 20F: 3 clusters Score -2.439117e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 191365 members 
Entering Unmasked Estep 
Score: -24391066.000000 Penalty: 6046.765625
	Iteration 21Q: 3 clusters Score -2.439107e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 191863 members 
Entering Unmasked Estep 
Score: -24391018.000000 Penalty: 6046.765625
	Iteration 22Q: 3 clusters Score -2.439102e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 192254 members 
Entering Unmasked Estep 
Score: -24390974.000000 Penalty: 6046.765625
	Iteration 23Q: 3 clusters Score -2.439097e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 192594 members 
Entering Unmasked Estep 
Score: -24390974.000000 Penalty: 6046.765625
	Iteration 24Q: 3 clusters Score -2.439097e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 192852 members 
Entering Unmasked Estep 
Score: -24390986.000000 Penalty: 6046.765625
	Iteration 25Q: 3 clusters Score -2.439099e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 193065 members 
Entering Unmasked Estep 
Score: -24390896.000000 Penalty: 6046.765625
	Iteration 26Q: 3 clusters Score -2.43909e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 193212 members 
Entering Unmasked Estep 
Score: -24390888.000000 Penalty: 6046.765625
	Iteration 27Q: 3 clusters Score -2.439089e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -24390886.000000 Penalty: 6046.765625
	Iteration 28Q: 3 clusters Score -2.439089e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 193412 members 
Entering Unmasked Estep 
Score: -24390868.000000 Penalty: 6046.765625
	Iteration 29Q: 3 clusters Score -2.439087e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 193493 members 
Entering Unmasked Estep 
Score: -24390850.000000 Penalty: 6046.765625
	Iteration 30Q: 3 clusters Score -2.439085e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 193570 members 
Entering Unmasked Estep 
Score: -24390790.000000 Penalty: 6046.765625
	Iteration 31Q: 3 clusters Score -2.439079e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -24390788.000000 Penalty: 6046.765625
	Iteration 32Q: 3 clusters Score -2.439079e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 193703 members 
Entering Unmasked Estep 
Score: -24390736.000000 Penalty: 6046.765625
	Iteration 33Q: 3 clusters Score -2.439074e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 193745 members 
Entering Unmasked Estep 
Score: -24390698.000000 Penalty: 6046.765625
	Iteration 34Q: 3 clusters Score -2.43907e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 193784 members 
Entering Unmasked Estep 
Score: -24390650.000000 Penalty: 6046.765625
	Iteration 35Q: 3 clusters Score -2.439065e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 193822 members 
Entering Unmasked Estep 
Score: -24390674.000000 Penalty: 6046.765625
	Iteration 36Q: 3 clusters Score -2.439067e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 193850 members 
Entering Unmasked Estep 
Score: -24390648.000000 Penalty: 6046.765625
	Iteration 37Q: 3 clusters Score -2.439065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 193884 members 
Entering Unmasked Estep 
Score: -24390600.000000 Penalty: 6046.765625
	Iteration 38Q: 3 clusters Score -2.43906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 193905 members 
Entering Unmasked Estep 
Score: -24390592.000000 Penalty: 6046.765625
	Iteration 39Q: 3 clusters Score -2.439059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -24390574.000000 Penalty: 6046.765625
	Iteration 40F: 3 clusters Score -2.439057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 193928 members 
Entering Unmasked Estep 
Score: -24390586.000000 Penalty: 6046.765625
	Iteration 41Q: 3 clusters Score -2.439059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 193939 members 
Entering Unmasked Estep 
Score: -24390566.000000 Penalty: 6046.765625
	Iteration 42Q: 3 clusters Score -2.439057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 193953 members 
Entering Unmasked Estep 
Score: -24390560.000000 Penalty: 6046.765625
	Iteration 43Q: 3 clusters Score -2.439056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 193968 members 
Entering Unmasked Estep 
Score: -24390528.000000 Penalty: 6046.765625
	Iteration 44Q: 3 clusters Score -2.439053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 193986 members 
Entering Unmasked Estep 
Score: -24390492.000000 Penalty: 6046.765625
	Iteration 45Q: 3 clusters Score -2.439049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 193998 members 
Entering Unmasked Estep 
Score: -24390496.000000 Penalty: 6046.765625
	Iteration 46Q: 3 clusters Score -2.43905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 194011 members 
Entering Unmasked Estep 
Score: -24390456.000000 Penalty: 6046.765625
	Iteration 47Q: 3 clusters Score -2.439046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 194019 members 
Entering Unmasked Estep 
Score: -24390442.000000 Penalty: 6046.765625
	Iteration 48Q: 3 clusters Score -2.439044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 194029 members 
Entering Unmasked Estep 
Score: -24390426.000000 Penalty: 6046.765625
	Iteration 49Q: 3 clusters Score -2.439043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 194038 members 
Entering Unmasked Estep 
Score: -24390428.000000 Penalty: 6046.765625
	Iteration 50Q: 3 clusters Score -2.439043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 194047 members 
Entering Unmasked Estep 
Score: -24390414.000000 Penalty: 6046.765625
	Iteration 51Q: 3 clusters Score -2.439041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 194052 members 
Entering Unmasked Estep 
Score: -24390430.000000 Penalty: 6046.765625
	Iteration 52Q: 3 clusters Score -2.439043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 194051 members 
Entering Unmasked Estep 
Score: -24390426.000000 Penalty: 6046.765625
	Iteration 53Q: 3 clusters Score -2.439043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 194055 members 
Entering Unmasked Estep 
Score: -24390430.000000 Penalty: 6046.765625
	Iteration 54Q: 3 clusters Score -2.439043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 194056 members 
Entering Unmasked Estep 
Score: -24390418.000000 Penalty: 6046.765625
	Iteration 55Q: 3 clusters Score -2.439042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 194062 members 
Entering Unmasked Estep 
Score: -24390404.000000 Penalty: 6046.765625
	Iteration 56Q: 3 clusters Score -2.43904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 194069 members 
Entering Unmasked Estep 
Score: -24390412.000000 Penalty: 6046.765625
	Iteration 57Q: 3 clusters Score -2.439041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 194076 members 
Entering Unmasked Estep 
Score: -24390422.000000 Penalty: 6046.765625
	Iteration 58Q: 3 clusters Score -2.439042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 194079 members 
Entering Unmasked Estep 
Score: -24390410.000000 Penalty: 6046.765625
	Iteration 59Q: 3 clusters Score -2.439041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 194081 members 
Entering Unmasked Estep 
Score: -24390394.000000 Penalty: 6046.765625
	Iteration 60F: 3 clusters Score -2.439039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 194082 members 
Entering Unmasked Estep 
Score: -24390394.000000 Penalty: 6046.765625
	Iteration 61Q: 3 clusters Score -2.439039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 194083 members 
Entering Unmasked Estep 
Score: -24390398.000000 Penalty: 6046.765625
	Iteration 62Q: 3 clusters Score -2.43904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 194086 members 
Entering Unmasked Estep 
Score: -24390406.000000 Penalty: 6046.765625
	Iteration 63Q: 3 clusters Score -2.439041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 194087 members 
Entering Unmasked Estep 
Score: -24390414.000000 Penalty: 6046.765625
	Iteration 64Q: 3 clusters Score -2.439041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 194088 members 
Entering Unmasked Estep 
Score: -24390404.000000 Penalty: 6046.765625
	Iteration 65Q: 3 clusters Score -2.43904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 194089 members 
Entering Unmasked Estep 
Score: -24390402.000000 Penalty: 6046.765625
	Iteration 66Q: 3 clusters Score -2.43904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 194092 members 
Entering Unmasked Estep 
Score: -24390400.000000 Penalty: 6046.765625
	Iteration 67Q: 3 clusters Score -2.43904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 194094 members 
Entering Unmasked Estep 
Score: -24390402.000000 Penalty: 6046.765625
	Iteration 68Q: 3 clusters Score -2.43904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 194095 members 
Entering Unmasked Estep 
Score: -24390392.000000 Penalty: 6046.765625
	Iteration 69Q: 3 clusters Score -2.439039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 194096 members 
Entering Unmasked Estep 
Score: -24390392.000000 Penalty: 6046.765625
	Iteration 70Q: 3 clusters Score -2.439039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 194096 members 
Entering Unmasked Estep 
Score: -24390392.000000 Penalty: 6046.765625
	Iteration 71F: 3 clusters Score -2.439039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -995790.375000 Penalty: 2245.633301
	Iteration 0F: 2 clusters Score -995790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -989066.750000 Penalty: 4491.266602
	Iteration 0F: 3 clusters Score -989066.8 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -991105.187500 Penalty: 4491.266602
	Iteration 1F: 3 clusters Score -991105.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -991719.312500 Penalty: 4491.266602
	Iteration 2F: 3 clusters Score -991719.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -992249.437500 Penalty: 4491.266602
	Iteration 3F: 3 clusters Score -992249.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -992764.875000 Penalty: 4491.266602
	Iteration 4F: 3 clusters Score -992764.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -993209.562500 Penalty: 4491.266602
	Iteration 5F: 3 clusters Score -993209.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -993609.250000 Penalty: 4491.266602
	Iteration 6F: 3 clusters Score -993609.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -993904.062500 Penalty: 4491.266602
	Iteration 7Q: 3 clusters Score -993904.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -994080.000000 Penalty: 4491.266602
	Iteration 8Q: 3 clusters Score -994080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -994192.875000 Penalty: 4491.266602
	Iteration 9Q: 3 clusters Score -994192.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -994275.375000 Penalty: 4491.266602
	Iteration 10Q: 3 clusters Score -994275.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -994330.250000 Penalty: 4491.266602
	Iteration 11Q: 3 clusters Score -994330.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -994354.187500 Penalty: 4491.266602
	Iteration 12Q: 3 clusters Score -994354.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -994373.750000 Penalty: 4491.266602
	Iteration 13Q: 3 clusters Score -994373.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -994388.062500 Penalty: 4491.266602
	Iteration 14Q: 3 clusters Score -994388.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -994396.250000 Penalty: 4491.266602
	Iteration 15Q: 3 clusters Score -994396.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -994407.312500 Penalty: 4491.266602
	Iteration 16Q: 3 clusters Score -994407.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -994412.812500 Penalty: 4491.266602
	Iteration 17Q: 3 clusters Score -994412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -994417.687500 Penalty: 4491.266602
	Iteration 18Q: 3 clusters Score -994417.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -994418.312500 Penalty: 4491.266602
	Iteration 19Q: 3 clusters Score -994418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -994420.812500 Penalty: 4491.266602
	Iteration 20F: 3 clusters Score -994420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -994422.812500 Penalty: 4491.266602
	Iteration 21Q: 3 clusters Score -994422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -994428.187500 Penalty: 4491.266602
	Iteration 22Q: 3 clusters Score -994428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -994428.937500 Penalty: 4491.266602
	Iteration 23Q: 3 clusters Score -994428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -994427.062500 Penalty: 4491.266602
	Iteration 24Q: 3 clusters Score -994427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -994427.687500 Penalty: 4491.266602
	Iteration 25Q: 3 clusters Score -994427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -994428.312500 Penalty: 4491.266602
	Iteration 26Q: 3 clusters Score -994428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -994427.062500 Penalty: 4491.266602
	Iteration 27Q: 3 clusters Score -994427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -994428.375000 Penalty: 4491.266602
	Iteration 28Q: 3 clusters Score -994428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -994428.000000 Penalty: 4491.266602
	Iteration 29Q: 3 clusters Score -994428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -994428.625000 Penalty: 4491.266602
	Iteration 30Q: 3 clusters Score -994428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -994429.625000 Penalty: 4491.266602
	Iteration 31Q: 3 clusters Score -994429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -994429.625000 Penalty: 4491.266602
	Iteration 32F: 3 clusters Score -994429.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -577720.812500 Penalty: 2100.585205
	Iteration 0F: 2 clusters Score -577720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -573315.000000 Penalty: 4201.170410
	Iteration 0F: 3 clusters Score -573315 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -574374.312500 Penalty: 4201.170410
	Iteration 1F: 3 clusters Score -574374.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -574593.250000 Penalty: 4201.170410
	Iteration 2F: 3 clusters Score -574593.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -574726.687500 Penalty: 4201.170410
	Iteration 3Q: 3 clusters Score -574726.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -574863.875000 Penalty: 4201.170410
	Iteration 4Q: 3 clusters Score -574863.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -575009.625000 Penalty: 4201.170410
	Iteration 5Q: 3 clusters Score -575009.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -575142.625000 Penalty: 4201.170410
	Iteration 6Q: 3 clusters Score -575142.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -575247.000000 Penalty: 4201.170410
	Iteration 7Q: 3 clusters Score -575247 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -575338.375000 Penalty: 4201.170410
	Iteration 8Q: 3 clusters Score -575338.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -575443.875000 Penalty: 4201.170410
	Iteration 9Q: 3 clusters Score -575443.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -575538.250000 Penalty: 4201.170410
	Iteration 10Q: 3 clusters Score -575538.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -575608.375000 Penalty: 4201.170410
	Iteration 11Q: 3 clusters Score -575608.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -575665.937500 Penalty: 4201.170410
	Iteration 12Q: 3 clusters Score -575665.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -575714.375000 Penalty: 4201.170410
	Iteration 13Q: 3 clusters Score -575714.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -575776.500000 Penalty: 4201.170410
	Iteration 14Q: 3 clusters Score -575776.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -575834.187500 Penalty: 4201.170410
	Iteration 15Q: 3 clusters Score -575834.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -575881.562500 Penalty: 4201.170410
	Iteration 16Q: 3 clusters Score -575881.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -575917.812500 Penalty: 4201.170410
	Iteration 17Q: 3 clusters Score -575917.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -575957.125000 Penalty: 4201.170410
	Iteration 18Q: 3 clusters Score -575957.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -575993.375000 Penalty: 4201.170410
	Iteration 19Q: 3 clusters Score -575993.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -576029.625000 Penalty: 4201.170410
	Iteration 20F: 3 clusters Score -576029.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -576066.625000 Penalty: 4201.170410
	Iteration 21Q: 3 clusters Score -576066.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -576097.312500 Penalty: 4201.170410
	Iteration 22Q: 3 clusters Score -576097.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -576127.750000 Penalty: 4201.170410
	Iteration 23Q: 3 clusters Score -576127.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -576144.250000 Penalty: 4201.170410
	Iteration 24Q: 3 clusters Score -576144.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -576165.625000 Penalty: 4201.170410
	Iteration 25Q: 3 clusters Score -576165.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -576192.500000 Penalty: 4201.170410
	Iteration 26Q: 3 clusters Score -576192.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -576225.437500 Penalty: 4201.170410
	Iteration 27Q: 3 clusters Score -576225.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -576264.812500 Penalty: 4201.170410
	Iteration 28Q: 3 clusters Score -576264.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -576324.687500 Penalty: 4201.170410
	Iteration 29Q: 3 clusters Score -576324.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -576391.187500 Penalty: 4201.170410
	Iteration 30Q: 3 clusters Score -576391.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -576470.187500 Penalty: 4201.170410
	Iteration 31Q: 3 clusters Score -576470.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -576560.250000 Penalty: 4201.170410
	Iteration 32Q: 3 clusters Score -576560.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -576659.250000 Penalty: 4201.170410
	Iteration 33Q: 3 clusters Score -576659.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -576767.562500 Penalty: 4201.170410
	Iteration 34Q: 3 clusters Score -576767.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -576860.937500 Penalty: 4201.170410
	Iteration 35Q: 3 clusters Score -576860.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -576919.500000 Penalty: 4201.170410
	Iteration 36Q: 3 clusters Score -576919.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -576955.812500 Penalty: 4201.170410
	Iteration 37Q: 3 clusters Score -576955.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -576981.500000 Penalty: 4201.170410
	Iteration 38Q: 3 clusters Score -576981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -576993.625000 Penalty: 4201.170410
	Iteration 39Q: 3 clusters Score -576993.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -577013.250000 Penalty: 4201.170410
	Iteration 40F: 3 clusters Score -577013.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -577029.500000 Penalty: 4201.170410
	Iteration 41Q: 3 clusters Score -577029.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -577044.000000 Penalty: 4201.170410
	Iteration 42Q: 3 clusters Score -577044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -577051.375000 Penalty: 4201.170410
	Iteration 43Q: 3 clusters Score -577051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -577058.875000 Penalty: 4201.170410
	Iteration 44Q: 3 clusters Score -577058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -577069.437500 Penalty: 4201.170410
	Iteration 45Q: 3 clusters Score -577069.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -577082.000000 Penalty: 4201.170410
	Iteration 46Q: 3 clusters Score -577082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -577093.062500 Penalty: 4201.170410
	Iteration 47Q: 3 clusters Score -577093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -577100.875000 Penalty: 4201.170410
	Iteration 48Q: 3 clusters Score -577100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -577106.187500 Penalty: 4201.170410
	Iteration 49Q: 3 clusters Score -577106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -577111.812500 Penalty: 4201.170410
	Iteration 50Q: 3 clusters Score -577111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -577112.937500 Penalty: 4201.170410
	Iteration 51Q: 3 clusters Score -577112.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -577119.062500 Penalty: 4201.170410
	Iteration 52Q: 3 clusters Score -577119.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -577122.812500 Penalty: 4201.170410
	Iteration 53Q: 3 clusters Score -577122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -577127.437500 Penalty: 4201.170410
	Iteration 54Q: 3 clusters Score -577127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -577129.250000 Penalty: 4201.170410
	Iteration 55Q: 3 clusters Score -577129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -577132.375000 Penalty: 4201.170410
	Iteration 56Q: 3 clusters Score -577132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -577135.187500 Penalty: 4201.170410
	Iteration 57Q: 3 clusters Score -577135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -577139.812500 Penalty: 4201.170410
	Iteration 58Q: 3 clusters Score -577139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -577142.812500 Penalty: 4201.170410
	Iteration 59Q: 3 clusters Score -577142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -577144.312500 Penalty: 4201.170410
	Iteration 60F: 3 clusters Score -577144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -577146.687500 Penalty: 4201.170410
	Iteration 61Q: 3 clusters Score -577146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -577146.625000 Penalty: 4201.170410
	Iteration 62Q: 3 clusters Score -577146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -577146.625000 Penalty: 4201.170410
	Iteration 63Q: 3 clusters Score -577146.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -577146.625000 Penalty: 4201.170410
	Iteration 64F: 3 clusters Score -577146.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Entering Unmasked Estep 
Score: -9707777.000000 Penalty: 2804.055664
	Iteration 0F: 2 clusters Score -9707777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -9653345.000000 Penalty: 5608.111328
	Iteration 0F: 3 clusters Score -9653345 nChanged 38259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -9674657.000000 Penalty: 5608.111328
	Iteration 1F: 3 clusters Score -9674657 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9675262.000000 Penalty: 5608.111328
	Iteration 2Q: 3 clusters Score -9675262 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -9675923.000000 Penalty: 5608.111328
	Iteration 3Q: 3 clusters Score -9675923 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -9676683.000000 Penalty: 5608.111328
	Iteration 4Q: 3 clusters Score -9676683 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9677603.000000 Penalty: 5608.111328
	Iteration 5Q: 3 clusters Score -9677603 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -9678990.000000 Penalty: 5608.111328
	Iteration 6Q: 3 clusters Score -9678990 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -9680696.000000 Penalty: 5608.111328
	Iteration 7Q: 3 clusters Score -9680696 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -9682981.000000 Penalty: 5608.111328
	Iteration 8F: 3 clusters Score -9682981 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -9685546.000000 Penalty: 5608.111328
	Iteration 9F: 3 clusters Score -9685546 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -9688513.000000 Penalty: 5608.111328
	Iteration 10F: 3 clusters Score -9688513 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -9692352.000000 Penalty: 5608.111328
	Iteration 11F: 3 clusters Score -9692352 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -9696915.000000 Penalty: 5608.111328
	Iteration 12F: 3 clusters Score -9696915 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -9700186.000000 Penalty: 5608.111328
	Iteration 13Q: 3 clusters Score -9700186 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70550 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -9702071.000000 Penalty: 5608.111328
	Iteration 14Q: 3 clusters Score -9702071 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -9703107.000000 Penalty: 5608.111328
	Iteration 15Q: 3 clusters Score -9703107 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -9703815.000000 Penalty: 5608.111328
	Iteration 16Q: 3 clusters Score -9703815 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -9704238.000000 Penalty: 5608.111328
	Iteration 17Q: 3 clusters Score -9704238 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -9704564.000000 Penalty: 5608.111328
	Iteration 18Q: 3 clusters Score -9704564 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -9704866.000000 Penalty: 5608.111328
	Iteration 19Q: 3 clusters Score -9704866 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -9705087.000000 Penalty: 5608.111328
	Iteration 20F: 3 clusters Score -9705087 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -9705267.000000 Penalty: 5608.111328
	Iteration 21Q: 3 clusters Score -9705267 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -9705411.000000 Penalty: 5608.111328
	Iteration 22Q: 3 clusters Score -9705411 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -9705504.000000 Penalty: 5608.111328
	Iteration 23Q: 3 clusters Score -9705504 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -9705595.000000 Penalty: 5608.111328
	Iteration 24Q: 3 clusters Score -9705595 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76907 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -9705667.000000 Penalty: 5608.111328
	Iteration 25Q: 3 clusters Score -9705667 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9705692.000000 Penalty: 5608.111328
	Iteration 26Q: 3 clusters Score -9705692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9705740.000000 Penalty: 5608.111328
	Iteration 27Q: 3 clusters Score -9705740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9705749.000000 Penalty: 5608.111328
	Iteration 28Q: 3 clusters Score -9705749 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77430 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -9705768.000000 Penalty: 5608.111328
	Iteration 29Q: 3 clusters Score -9705768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9705814.000000 Penalty: 5608.111328
	Iteration 30Q: 3 clusters Score -9705814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9705811.000000 Penalty: 5608.111328
	Iteration 31Q: 3 clusters Score -9705811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -9705834.000000 Penalty: 5608.111328
	Iteration 32Q: 3 clusters Score -9705834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9705835.000000 Penalty: 5608.111328
	Iteration 33Q: 3 clusters Score -9705835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9705852.000000 Penalty: 5608.111328
	Iteration 34Q: 3 clusters Score -9705852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -9705866.000000 Penalty: 5608.111328
	Iteration 35Q: 3 clusters Score -9705866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9705871.000000 Penalty: 5608.111328
	Iteration 36Q: 3 clusters Score -9705871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9705891.000000 Penalty: 5608.111328
	Iteration 37Q: 3 clusters Score -9705891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9705881.000000 Penalty: 5608.111328
	Iteration 38Q: 3 clusters Score -9705881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9705890.000000 Penalty: 5608.111328
	Iteration 39Q: 3 clusters Score -9705890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9705882.000000 Penalty: 5608.111328
	Iteration 40F: 3 clusters Score -9705882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -9705881.000000 Penalty: 5608.111328
	Iteration 41Q: 3 clusters Score -9705881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9705878.000000 Penalty: 5608.111328
	Iteration 42Q: 3 clusters Score -9705878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9705901.000000 Penalty: 5608.111328
	Iteration 43Q: 3 clusters Score -9705901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9705881.000000 Penalty: 5608.111328
	Iteration 44Q: 3 clusters Score -9705881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9705882.000000 Penalty: 5608.111328
	Iteration 45Q: 3 clusters Score -9705882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9705894.000000 Penalty: 5608.111328
	Iteration 46Q: 3 clusters Score -9705894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9705898.000000 Penalty: 5608.111328
	Iteration 47Q: 3 clusters Score -9705898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9705898.000000 Penalty: 5608.111328
	Iteration 48Q: 3 clusters Score -9705898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78076 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -9705896.000000 Penalty: 5608.111328
	Iteration 49Q: 3 clusters Score -9705896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9705898.000000 Penalty: 5608.111328
	Iteration 50Q: 3 clusters Score -9705898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -9705915.000000 Penalty: 5608.111328
	Iteration 51Q: 3 clusters Score -9705915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9705912.000000 Penalty: 5608.111328
	Iteration 52Q: 3 clusters Score -9705912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78126 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -9705933.000000 Penalty: 5608.111328
	Iteration 53Q: 3 clusters Score -9705933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9705921.000000 Penalty: 5608.111328
	Iteration 54Q: 3 clusters Score -9705921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9705922.000000 Penalty: 5608.111328
	Iteration 55Q: 3 clusters Score -9705922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78145 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9705918.000000 Penalty: 5608.111328
	Iteration 56Q: 3 clusters Score -9705918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9705927.000000 Penalty: 5608.111328
	Iteration 57Q: 3 clusters Score -9705927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -9705943.000000 Penalty: 5608.111328
	Iteration 58Q: 3 clusters Score -9705943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -9705951.000000 Penalty: 5608.111328
	Iteration 59Q: 3 clusters Score -9705951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9705956.000000 Penalty: 5608.111328
	Iteration 60F: 3 clusters Score -9705956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9705956.000000 Penalty: 5608.111328
	Iteration 61Q: 3 clusters Score -9705956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -9705961.000000 Penalty: 5608.111328
	Iteration 62Q: 3 clusters Score -9705961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9705971.000000 Penalty: 5608.111328
	Iteration 63Q: 3 clusters Score -9705971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9705970.000000 Penalty: 5608.111328
	Iteration 64Q: 3 clusters Score -9705970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9705974.000000 Penalty: 5608.111328
	Iteration 65Q: 3 clusters Score -9705974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9705969.000000 Penalty: 5608.111328
	Iteration 66Q: 3 clusters Score -9705969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -9705960.000000 Penalty: 5608.111328
	Iteration 67Q: 3 clusters Score -9705960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -9705965.000000 Penalty: 5608.111328
	Iteration 68Q: 3 clusters Score -9705965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9705968.000000 Penalty: 5608.111328
	Iteration 69Q: 3 clusters Score -9705968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9705967.000000 Penalty: 5608.111328
	Iteration 70Q: 3 clusters Score -9705967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9705967.000000 Penalty: 5608.111328
	Iteration 71Q: 3 clusters Score -9705967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9705967.000000 Penalty: 5608.111328
	Iteration 72F: 3 clusters Score -9705967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -1486381.625000 Penalty: 2320.587402
	Iteration 0F: 2 clusters Score -1486382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1477712.750000 Penalty: 4641.174805
	Iteration 0F: 3 clusters Score -1477713 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1480274.000000 Penalty: 4641.174805
	Iteration 1F: 3 clusters Score -1480274 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1480556.000000 Penalty: 4641.174805
	Iteration 2F: 3 clusters Score -1480556 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1480761.250000 Penalty: 4641.174805
	Iteration 3Q: 3 clusters Score -1480761 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1480895.250000 Penalty: 4641.174805
	Iteration 4Q: 3 clusters Score -1480895 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1480979.125000 Penalty: 4641.174805
	Iteration 5Q: 3 clusters Score -1480979 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1481041.625000 Penalty: 4641.174805
	Iteration 6Q: 3 clusters Score -1481042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1481101.500000 Penalty: 4641.174805
	Iteration 7Q: 3 clusters Score -1481102 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1481152.625000 Penalty: 4641.174805
	Iteration 8Q: 3 clusters Score -1481153 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1481203.250000 Penalty: 4641.174805
	Iteration 9Q: 3 clusters Score -1481203 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1481255.000000 Penalty: 4641.174805
	Iteration 10Q: 3 clusters Score -1481255 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1481294.625000 Penalty: 4641.174805
	Iteration 11Q: 3 clusters Score -1481295 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1481327.750000 Penalty: 4641.174805
	Iteration 12Q: 3 clusters Score -1481328 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1481356.875000 Penalty: 4641.174805
	Iteration 13Q: 3 clusters Score -1481357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1481382.750000 Penalty: 4641.174805
	Iteration 14Q: 3 clusters Score -1481383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1481405.125000 Penalty: 4641.174805
	Iteration 15Q: 3 clusters Score -1481405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1481415.875000 Penalty: 4641.174805
	Iteration 16Q: 3 clusters Score -1481416 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1481436.000000 Penalty: 4641.174805
	Iteration 17Q: 3 clusters Score -1481436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1481454.375000 Penalty: 4641.174805
	Iteration 18Q: 3 clusters Score -1481454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1481467.375000 Penalty: 4641.174805
	Iteration 19Q: 3 clusters Score -1481467 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1481486.250000 Penalty: 4641.174805
	Iteration 20F: 3 clusters Score -1481486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1481495.000000 Penalty: 4641.174805
	Iteration 21Q: 3 clusters Score -1481495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1481506.500000 Penalty: 4641.174805
	Iteration 22Q: 3 clusters Score -1481506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1481516.875000 Penalty: 4641.174805
	Iteration 23Q: 3 clusters Score -1481517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1481526.000000 Penalty: 4641.174805
	Iteration 24Q: 3 clusters Score -1481526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1481532.375000 Penalty: 4641.174805
	Iteration 25Q: 3 clusters Score -1481532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1481541.250000 Penalty: 4641.174805
	Iteration 26Q: 3 clusters Score -1481541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1481548.750000 Penalty: 4641.174805
	Iteration 27Q: 3 clusters Score -1481549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1481554.250000 Penalty: 4641.174805
	Iteration 28Q: 3 clusters Score -1481554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1481561.125000 Penalty: 4641.174805
	Iteration 29Q: 3 clusters Score -1481561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1481564.875000 Penalty: 4641.174805
	Iteration 30Q: 3 clusters Score -1481565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1481576.625000 Penalty: 4641.174805
	Iteration 31Q: 3 clusters Score -1481577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1481574.500000 Penalty: 4641.174805
	Iteration 32Q: 3 clusters Score -1481574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1481581.750000 Penalty: 4641.174805
	Iteration 33Q: 3 clusters Score -1481582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1481583.875000 Penalty: 4641.174805
	Iteration 34Q: 3 clusters Score -1481584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1481586.625000 Penalty: 4641.174805
	Iteration 35Q: 3 clusters Score -1481587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1481587.750000 Penalty: 4641.174805
	Iteration 36Q: 3 clusters Score -1481588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1481592.000000 Penalty: 4641.174805
	Iteration 37Q: 3 clusters Score -1481592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1481597.625000 Penalty: 4641.174805
	Iteration 38Q: 3 clusters Score -1481598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1481603.125000 Penalty: 4641.174805
	Iteration 39Q: 3 clusters Score -1481603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1481607.375000 Penalty: 4641.174805
	Iteration 40F: 3 clusters Score -1481607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1481614.375000 Penalty: 4641.174805
	Iteration 41Q: 3 clusters Score -1481614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1481611.625000 Penalty: 4641.174805
	Iteration 42Q: 3 clusters Score -1481612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1481619.750000 Penalty: 4641.174805
	Iteration 43Q: 3 clusters Score -1481620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1481622.125000 Penalty: 4641.174805
	Iteration 44Q: 3 clusters Score -1481622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1481627.000000 Penalty: 4641.174805
	Iteration 45Q: 3 clusters Score -1481627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1481631.500000 Penalty: 4641.174805
	Iteration 46Q: 3 clusters Score -1481632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1481638.375000 Penalty: 4641.174805
	Iteration 47Q: 3 clusters Score -1481638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1481643.625000 Penalty: 4641.174805
	Iteration 48Q: 3 clusters Score -1481644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1481646.625000 Penalty: 4641.174805
	Iteration 49Q: 3 clusters Score -1481647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1481650.125000 Penalty: 4641.174805
	Iteration 50Q: 3 clusters Score -1481650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1481657.500000 Penalty: 4641.174805
	Iteration 51Q: 3 clusters Score -1481658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1481665.375000 Penalty: 4641.174805
	Iteration 52Q: 3 clusters Score -1481665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1481671.000000 Penalty: 4641.174805
	Iteration 53Q: 3 clusters Score -1481671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1481676.750000 Penalty: 4641.174805
	Iteration 54Q: 3 clusters Score -1481677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1481692.000000 Penalty: 4641.174805
	Iteration 55Q: 3 clusters Score -1481692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1481708.000000 Penalty: 4641.174805
	Iteration 56Q: 3 clusters Score -1481708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1481717.125000 Penalty: 4641.174805
	Iteration 57Q: 3 clusters Score -1481717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1481737.875000 Penalty: 4641.174805
	Iteration 58Q: 3 clusters Score -1481738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1481761.375000 Penalty: 4641.174805
	Iteration 59Q: 3 clusters Score -1481761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1481805.125000 Penalty: 4641.174805
	Iteration 60F: 3 clusters Score -1481805 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1481848.250000 Penalty: 4641.174805
	Iteration 61Q: 3 clusters Score -1481848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1481905.250000 Penalty: 4641.174805
	Iteration 62Q: 3 clusters Score -1481905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1481972.000000 Penalty: 4641.174805
	Iteration 63Q: 3 clusters Score -1481972 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1482058.750000 Penalty: 4641.174805
	Iteration 64Q: 3 clusters Score -1482059 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1482167.625000 Penalty: 4641.174805
	Iteration 65Q: 3 clusters Score -1482168 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1482308.125000 Penalty: 4641.174805
	Iteration 66Q: 3 clusters Score -1482308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1482456.625000 Penalty: 4641.174805
	Iteration 67Q: 3 clusters Score -1482457 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1482593.500000 Penalty: 4641.174805
	Iteration 68Q: 3 clusters Score -1482594 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1482703.375000 Penalty: 4641.174805
	Iteration 69Q: 3 clusters Score -1482703 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1482797.875000 Penalty: 4641.174805
	Iteration 70Q: 3 clusters Score -1482798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1482855.375000 Penalty: 4641.174805
	Iteration 71Q: 3 clusters Score -1482855 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1482905.875000 Penalty: 4641.174805
	Iteration 72Q: 3 clusters Score -1482906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1482942.750000 Penalty: 4641.174805
	Iteration 73Q: 3 clusters Score -1482943 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1482966.000000 Penalty: 4641.174805
	Iteration 74Q: 3 clusters Score -1482966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1482983.375000 Penalty: 4641.174805
	Iteration 75Q: 3 clusters Score -1482983 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1483005.375000 Penalty: 4641.174805
	Iteration 76Q: 3 clusters Score -1483005 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1483031.625000 Penalty: 4641.174805
	Iteration 77Q: 3 clusters Score -1483032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1483048.375000 Penalty: 4641.174805
	Iteration 78Q: 3 clusters Score -1483048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1483077.125000 Penalty: 4641.174805
	Iteration 79Q: 3 clusters Score -1483077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1483102.125000 Penalty: 4641.174805
	Iteration 80F: 3 clusters Score -1483102 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1483122.875000 Penalty: 4641.174805
	Iteration 81Q: 3 clusters Score -1483123 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1483149.250000 Penalty: 4641.174805
	Iteration 82Q: 3 clusters Score -1483149 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1483175.000000 Penalty: 4641.174805
	Iteration 83Q: 3 clusters Score -1483175 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1483205.625000 Penalty: 4641.174805
	Iteration 84Q: 3 clusters Score -1483206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1483226.250000 Penalty: 4641.174805
	Iteration 85Q: 3 clusters Score -1483226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1483247.500000 Penalty: 4641.174805
	Iteration 86Q: 3 clusters Score -1483248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1483275.625000 Penalty: 4641.174805
	Iteration 87Q: 3 clusters Score -1483276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1483311.625000 Penalty: 4641.174805
	Iteration 88Q: 3 clusters Score -1483312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1483344.500000 Penalty: 4641.174805
	Iteration 89Q: 3 clusters Score -1483344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1483389.000000 Penalty: 4641.174805
	Iteration 90Q: 3 clusters Score -1483389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1483428.000000 Penalty: 4641.174805
	Iteration 91Q: 3 clusters Score -1483428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1483458.750000 Penalty: 4641.174805
	Iteration 92Q: 3 clusters Score -1483459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1483494.500000 Penalty: 4641.174805
	Iteration 93Q: 3 clusters Score -1483494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1483524.375000 Penalty: 4641.174805
	Iteration 94Q: 3 clusters Score -1483524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1483551.375000 Penalty: 4641.174805
	Iteration 95Q: 3 clusters Score -1483551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1483573.750000 Penalty: 4641.174805
	Iteration 96Q: 3 clusters Score -1483574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1483596.125000 Penalty: 4641.174805
	Iteration 97Q: 3 clusters Score -1483596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1483625.125000 Penalty: 4641.174805
	Iteration 98Q: 3 clusters Score -1483625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1483658.375000 Penalty: 4641.174805
	Iteration 99Q: 3 clusters Score -1483658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1483697.250000 Penalty: 4641.174805
	Iteration 100F: 3 clusters Score -1483697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1483733.000000 Penalty: 4641.174805
	Iteration 101Q: 3 clusters Score -1483733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1483769.375000 Penalty: 4641.174805
	Iteration 102Q: 3 clusters Score -1483769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1483794.875000 Penalty: 4641.174805
	Iteration 103Q: 3 clusters Score -1483795 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1483829.500000 Penalty: 4641.174805
	Iteration 104Q: 3 clusters Score -1483830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1483854.500000 Penalty: 4641.174805
	Iteration 105Q: 3 clusters Score -1483854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1483887.375000 Penalty: 4641.174805
	Iteration 106Q: 3 clusters Score -1483887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1483917.500000 Penalty: 4641.174805
	Iteration 107Q: 3 clusters Score -1483918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1483940.125000 Penalty: 4641.174805
	Iteration 108Q: 3 clusters Score -1483940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1483967.625000 Penalty: 4641.174805
	Iteration 109Q: 3 clusters Score -1483968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1483995.000000 Penalty: 4641.174805
	Iteration 110Q: 3 clusters Score -1483995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1484008.375000 Penalty: 4641.174805
	Iteration 111Q: 3 clusters Score -1484008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1484028.000000 Penalty: 4641.174805
	Iteration 112Q: 3 clusters Score -1484028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1484049.875000 Penalty: 4641.174805
	Iteration 113Q: 3 clusters Score -1484050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1484064.625000 Penalty: 4641.174805
	Iteration 114Q: 3 clusters Score -1484065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1484085.000000 Penalty: 4641.174805
	Iteration 115Q: 3 clusters Score -1484085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1484114.375000 Penalty: 4641.174805
	Iteration 116Q: 3 clusters Score -1484114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1484136.750000 Penalty: 4641.174805
	Iteration 117Q: 3 clusters Score -1484137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1484152.375000 Penalty: 4641.174805
	Iteration 118Q: 3 clusters Score -1484152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1484164.125000 Penalty: 4641.174805
	Iteration 119Q: 3 clusters Score -1484164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1484175.500000 Penalty: 4641.174805
	Iteration 120F: 3 clusters Score -1484176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1484184.000000 Penalty: 4641.174805
	Iteration 121Q: 3 clusters Score -1484184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1484189.000000 Penalty: 4641.174805
	Iteration 122Q: 3 clusters Score -1484189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1484196.750000 Penalty: 4641.174805
	Iteration 123Q: 3 clusters Score -1484197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1484209.125000 Penalty: 4641.174805
	Iteration 124Q: 3 clusters Score -1484209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1484222.750000 Penalty: 4641.174805
	Iteration 125Q: 3 clusters Score -1484223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1484235.500000 Penalty: 4641.174805
	Iteration 126Q: 3 clusters Score -1484236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1484241.375000 Penalty: 4641.174805
	Iteration 127Q: 3 clusters Score -1484241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1484251.250000 Penalty: 4641.174805
	Iteration 128Q: 3 clusters Score -1484251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1484264.125000 Penalty: 4641.174805
	Iteration 129Q: 3 clusters Score -1484264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1484270.875000 Penalty: 4641.174805
	Iteration 130Q: 3 clusters Score -1484271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1484277.125000 Penalty: 4641.174805
	Iteration 131Q: 3 clusters Score -1484277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1484284.000000 Penalty: 4641.174805
	Iteration 132Q: 3 clusters Score -1484284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1484285.625000 Penalty: 4641.174805
	Iteration 133Q: 3 clusters Score -1484286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1484286.750000 Penalty: 4641.174805
	Iteration 134Q: 3 clusters Score -1484287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1484287.500000 Penalty: 4641.174805
	Iteration 135Q: 3 clusters Score -1484288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1484287.375000 Penalty: 4641.174805
	Iteration 136Q: 3 clusters Score -1484287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1484287.375000 Penalty: 4641.174805
	Iteration 137F: 3 clusters Score -1484287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -147160.218750 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -147160.2 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 684 members 
Entering Unmasked Estep 
Score: -144957.140625 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -144957.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145468.921875 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -145468.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -145822.437500 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -145822.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146175.718750 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -146175.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146573.359375 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -146573.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -146857.593750 Penalty: 3571.040527
	Iteration 5F: 3 clusters Score -146857.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147138.750000 Penalty: 3571.040527
	Iteration 6F: 3 clusters Score -147138.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -147540.156250 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -147540.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147929.156250 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -147929.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -147986.875000 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -147986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -148045.031250 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -148045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148129.171875 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -148129.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148175.000000 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -148175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -148183.093750 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -148183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -148192.687500 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -148192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -148194.984375 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -148195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -148194.984375 Penalty: 3571.040527
	Iteration 16F: 3 clusters Score -148195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 172556 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 15481 members 
Mstep: Class 5 contains 140870 members 
Mstep: Class 6 contains 197020 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81363 members 
Mstep: Class 10 contains 11582 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 6235 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 21675 members 
Mstep: Class 16 contains 182907 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 231604 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203960 members 
Mstep: Class 21 contains 50420 members 
Mstep: Class 22 contains 76785 members 
Mstep: Class 23 contains 623 members 
Entering Unmasked Estep 
Score: -194663840.000000 Penalty: 81526.742188
Splitting cluster 11 changes total score from -194664752.000000 to -194663840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (6235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Entering Unmasked Estep 
Score: -704124.250000 Penalty: 2167.007568
	Iteration 0F: 2 clusters Score -704124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -698758.625000 Penalty: 4334.015137
	Iteration 0F: 3 clusters Score -698758.6 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -700198.562500 Penalty: 4334.015137
	Iteration 1F: 3 clusters Score -700198.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -700572.750000 Penalty: 4334.015137
	Iteration 2F: 3 clusters Score -700572.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -700948.750000 Penalty: 4334.015137
	Iteration 3F: 3 clusters Score -700948.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -701295.187500 Penalty: 4334.015137
	Iteration 4F: 3 clusters Score -701295.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -701591.500000 Penalty: 4334.015137
	Iteration 5F: 3 clusters Score -701591.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -701808.125000 Penalty: 4334.015137
	Iteration 6Q: 3 clusters Score -701808.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -702011.375000 Penalty: 4334.015137
	Iteration 7Q: 3 clusters Score -702011.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -702199.562500 Penalty: 4334.015137
	Iteration 8Q: 3 clusters Score -702199.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -702388.437500 Penalty: 4334.015137
	Iteration 9Q: 3 clusters Score -702388.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -702573.625000 Penalty: 4334.015137
	Iteration 10Q: 3 clusters Score -702573.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -702773.437500 Penalty: 4334.015137
	Iteration 11Q: 3 clusters Score -702773.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -703020.562500 Penalty: 4334.015137
	Iteration 12Q: 3 clusters Score -703020.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -703261.562500 Penalty: 4334.015137
	Iteration 13Q: 3 clusters Score -703261.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -703412.687500 Penalty: 4334.015137
	Iteration 14Q: 3 clusters Score -703412.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -703510.562500 Penalty: 4334.015137
	Iteration 15Q: 3 clusters Score -703510.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -703565.812500 Penalty: 4334.015137
	Iteration 16Q: 3 clusters Score -703565.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -703594.062500 Penalty: 4334.015137
	Iteration 17Q: 3 clusters Score -703594.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -703614.687500 Penalty: 4334.015137
	Iteration 18Q: 3 clusters Score -703614.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -703629.000000 Penalty: 4334.015137
	Iteration 19Q: 3 clusters Score -703629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -703635.000000 Penalty: 4334.015137
	Iteration 20F: 3 clusters Score -703635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -703639.562500 Penalty: 4334.015137
	Iteration 21Q: 3 clusters Score -703639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -703646.937500 Penalty: 4334.015137
	Iteration 22Q: 3 clusters Score -703646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -703651.187500 Penalty: 4334.015137
	Iteration 23Q: 3 clusters Score -703651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -703651.625000 Penalty: 4334.015137
	Iteration 24Q: 3 clusters Score -703651.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -703652.687500 Penalty: 4334.015137
	Iteration 25Q: 3 clusters Score -703652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -703652.000000 Penalty: 4334.015137
	Iteration 26Q: 3 clusters Score -703652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -703653.312500 Penalty: 4334.015137
	Iteration 27Q: 3 clusters Score -703653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -703652.687500 Penalty: 4334.015137
	Iteration 28Q: 3 clusters Score -703652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -703654.375000 Penalty: 4334.015137
	Iteration 29Q: 3 clusters Score -703654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -703653.375000 Penalty: 4334.015137
	Iteration 30Q: 3 clusters Score -703653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -703653.375000 Penalty: 4334.015137
	Iteration 31F: 3 clusters Score -703653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -408177.593750 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -408177.6 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 1669 members 
Entering Unmasked Estep 
Score: -404758.906250 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -404758.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -405448.343750 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -405448.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -405640.562500 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -405640.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405757.250000 Penalty: 4018.281738
	Iteration 3F: 3 clusters Score -405757.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -405832.125000 Penalty: 4018.281738
	Iteration 4Q: 3 clusters Score -405832.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -405877.562500 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -405877.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -405908.125000 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -405908.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -405924.718750 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -405924.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -405936.187500 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -405936.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -405949.406250 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -405949.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -405962.000000 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -405962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -405968.500000 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -405968.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -405974.406250 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -405974.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -405977.875000 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -405977.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -405979.687500 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -405979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -405980.906250 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -405980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -405986.156250 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -405986.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -405986.718750 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -405986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -405989.812500 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -405989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -405991.593750 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -405991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -405993.375000 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -405993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -405995.812500 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -405995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -405996.343750 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -405996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -405996.718750 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -405996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -405996.718750 Penalty: 4018.281738
	Iteration 24F: 3 clusters Score -405996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -794430.875000 Penalty: 2188.811523
	Iteration 0F: 2 clusters Score -794430.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -788804.000000 Penalty: 4377.623047
	Iteration 0F: 3 clusters Score -788804 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -790265.750000 Penalty: 4377.623047
	Iteration 1F: 3 clusters Score -790265.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -790550.562500 Penalty: 4377.623047
	Iteration 2F: 3 clusters Score -790550.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -790806.250000 Penalty: 4377.623047
	Iteration 3F: 3 clusters Score -790806.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -791106.500000 Penalty: 4377.623047
	Iteration 4F: 3 clusters Score -791106.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -791510.312500 Penalty: 4377.623047
	Iteration 5F: 3 clusters Score -791510.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -792041.375000 Penalty: 4377.623047
	Iteration 6F: 3 clusters Score -792041.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -792560.500000 Penalty: 4377.623047
	Iteration 7F: 3 clusters Score -792560.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -792940.375000 Penalty: 4377.623047
	Iteration 8F: 3 clusters Score -792940.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -793175.312500 Penalty: 4377.623047
	Iteration 9Q: 3 clusters Score -793175.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -793327.625000 Penalty: 4377.623047
	Iteration 10Q: 3 clusters Score -793327.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -793414.875000 Penalty: 4377.623047
	Iteration 11Q: 3 clusters Score -793414.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -793464.687500 Penalty: 4377.623047
	Iteration 12Q: 3 clusters Score -793464.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -793498.062500 Penalty: 4377.623047
	Iteration 13Q: 3 clusters Score -793498.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -793515.625000 Penalty: 4377.623047
	Iteration 14Q: 3 clusters Score -793515.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -793526.500000 Penalty: 4377.623047
	Iteration 15Q: 3 clusters Score -793526.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -793534.750000 Penalty: 4377.623047
	Iteration 16Q: 3 clusters Score -793534.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -793541.625000 Penalty: 4377.623047
	Iteration 17Q: 3 clusters Score -793541.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -793546.250000 Penalty: 4377.623047
	Iteration 18Q: 3 clusters Score -793546.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -793553.062500 Penalty: 4377.623047
	Iteration 19Q: 3 clusters Score -793553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -793556.062500 Penalty: 4377.623047
	Iteration 20F: 3 clusters Score -793556.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -793558.312500 Penalty: 4377.623047
	Iteration 21Q: 3 clusters Score -793558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -793559.750000 Penalty: 4377.623047
	Iteration 22Q: 3 clusters Score -793559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -793560.062500 Penalty: 4377.623047
	Iteration 23Q: 3 clusters Score -793560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -793561.312500 Penalty: 4377.623047
	Iteration 24Q: 3 clusters Score -793561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -793560.812500 Penalty: 4377.623047
	Iteration 25Q: 3 clusters Score -793560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -793562.062500 Penalty: 4377.623047
	Iteration 26Q: 3 clusters Score -793562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -793562.062500 Penalty: 4377.623047
	Iteration 27F: 3 clusters Score -793562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Entering Unmasked Estep 
Score: -2604142.750000 Penalty: 2476.010742
	Iteration 0F: 2 clusters Score -2604143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2588963.250000 Penalty: 4952.021484
	Iteration 0F: 3 clusters Score -2588963 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2594224.000000 Penalty: 4952.021484
	Iteration 1F: 3 clusters Score -2594224 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2594646.250000 Penalty: 4952.021484
	Iteration 2F: 3 clusters Score -2594646 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2595008.750000 Penalty: 4952.021484
	Iteration 3Q: 3 clusters Score -2595009 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2595329.250000 Penalty: 4952.021484
	Iteration 4Q: 3 clusters Score -2595329 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2595625.000000 Penalty: 4952.021484
	Iteration 5Q: 3 clusters Score -2595625 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2595915.000000 Penalty: 4952.021484
	Iteration 6Q: 3 clusters Score -2595915 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2596233.000000 Penalty: 4952.021484
	Iteration 7Q: 3 clusters Score -2596233 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2596555.500000 Penalty: 4952.021484
	Iteration 8Q: 3 clusters Score -2596556 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2596928.250000 Penalty: 4952.021484
	Iteration 9Q: 3 clusters Score -2596928 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2597378.000000 Penalty: 4952.021484
	Iteration 10Q: 3 clusters Score -2597378 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2597855.750000 Penalty: 4952.021484
	Iteration 11Q: 3 clusters Score -2597856 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2598346.500000 Penalty: 4952.021484
	Iteration 12Q: 3 clusters Score -2598346 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2598823.500000 Penalty: 4952.021484
	Iteration 13Q: 3 clusters Score -2598824 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2599255.750000 Penalty: 4952.021484
	Iteration 14Q: 3 clusters Score -2599256 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2599610.000000 Penalty: 4952.021484
	Iteration 15Q: 3 clusters Score -2599610 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2599888.250000 Penalty: 4952.021484
	Iteration 16Q: 3 clusters Score -2599888 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2600108.500000 Penalty: 4952.021484
	Iteration 17Q: 3 clusters Score -2600108 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2600282.000000 Penalty: 4952.021484
	Iteration 18Q: 3 clusters Score -2600282 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2600422.250000 Penalty: 4952.021484
	Iteration 19Q: 3 clusters Score -2600422 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2600563.000000 Penalty: 4952.021484
	Iteration 20F: 3 clusters Score -2600563 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2600678.250000 Penalty: 4952.021484
	Iteration 21Q: 3 clusters Score -2600678 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2600788.750000 Penalty: 4952.021484
	Iteration 22Q: 3 clusters Score -2600789 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2600882.750000 Penalty: 4952.021484
	Iteration 23Q: 3 clusters Score -2600883 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2600973.500000 Penalty: 4952.021484
	Iteration 24Q: 3 clusters Score -2600974 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2601049.250000 Penalty: 4952.021484
	Iteration 25Q: 3 clusters Score -2601049 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2601128.250000 Penalty: 4952.021484
	Iteration 26Q: 3 clusters Score -2601128 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2601200.750000 Penalty: 4952.021484
	Iteration 27Q: 3 clusters Score -2601201 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2601258.000000 Penalty: 4952.021484
	Iteration 28Q: 3 clusters Score -2601258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2601327.500000 Penalty: 4952.021484
	Iteration 29Q: 3 clusters Score -2601328 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -2601393.250000 Penalty: 4952.021484
	Iteration 30Q: 3 clusters Score -2601393 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2601461.500000 Penalty: 4952.021484
	Iteration 31Q: 3 clusters Score -2601462 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2601504.500000 Penalty: 4952.021484
	Iteration 32Q: 3 clusters Score -2601504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2601544.000000 Penalty: 4952.021484
	Iteration 33Q: 3 clusters Score -2601544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2601579.250000 Penalty: 4952.021484
	Iteration 34Q: 3 clusters Score -2601579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2601613.000000 Penalty: 4952.021484
	Iteration 35Q: 3 clusters Score -2601613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2601647.000000 Penalty: 4952.021484
	Iteration 36Q: 3 clusters Score -2601647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2601662.250000 Penalty: 4952.021484
	Iteration 37Q: 3 clusters Score -2601662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2601675.250000 Penalty: 4952.021484
	Iteration 38Q: 3 clusters Score -2601675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2601704.750000 Penalty: 4952.021484
	Iteration 39Q: 3 clusters Score -2601705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2601721.000000 Penalty: 4952.021484
	Iteration 40F: 3 clusters Score -2601721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2601741.000000 Penalty: 4952.021484
	Iteration 41Q: 3 clusters Score -2601741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2601761.750000 Penalty: 4952.021484
	Iteration 42Q: 3 clusters Score -2601762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2601773.250000 Penalty: 4952.021484
	Iteration 43Q: 3 clusters Score -2601773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2601790.250000 Penalty: 4952.021484
	Iteration 44Q: 3 clusters Score -2601790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2601803.250000 Penalty: 4952.021484
	Iteration 45Q: 3 clusters Score -2601803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2601830.000000 Penalty: 4952.021484
	Iteration 46Q: 3 clusters Score -2601830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2601848.500000 Penalty: 4952.021484
	Iteration 47Q: 3 clusters Score -2601848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2601860.000000 Penalty: 4952.021484
	Iteration 48Q: 3 clusters Score -2601860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2601872.250000 Penalty: 4952.021484
	Iteration 49Q: 3 clusters Score -2601872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2601882.000000 Penalty: 4952.021484
	Iteration 50Q: 3 clusters Score -2601882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2601887.500000 Penalty: 4952.021484
	Iteration 51Q: 3 clusters Score -2601888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2601895.250000 Penalty: 4952.021484
	Iteration 52Q: 3 clusters Score -2601895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2601904.250000 Penalty: 4952.021484
	Iteration 53Q: 3 clusters Score -2601904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2601913.250000 Penalty: 4952.021484
	Iteration 54Q: 3 clusters Score -2601913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2601921.750000 Penalty: 4952.021484
	Iteration 55Q: 3 clusters Score -2601922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2601926.750000 Penalty: 4952.021484
	Iteration 56Q: 3 clusters Score -2601927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2601927.500000 Penalty: 4952.021484
	Iteration 57Q: 3 clusters Score -2601928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2601938.750000 Penalty: 4952.021484
	Iteration 58Q: 3 clusters Score -2601939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2601939.250000 Penalty: 4952.021484
	Iteration 59Q: 3 clusters Score -2601939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2601943.250000 Penalty: 4952.021484
	Iteration 60F: 3 clusters Score -2601943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2601952.750000 Penalty: 4952.021484
	Iteration 61Q: 3 clusters Score -2601953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2601958.750000 Penalty: 4952.021484
	Iteration 62Q: 3 clusters Score -2601959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2601962.500000 Penalty: 4952.021484
	Iteration 63Q: 3 clusters Score -2601962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2601967.000000 Penalty: 4952.021484
	Iteration 64Q: 3 clusters Score -2601967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2601968.500000 Penalty: 4952.021484
	Iteration 65Q: 3 clusters Score -2601968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2601967.500000 Penalty: 4952.021484
	Iteration 66Q: 3 clusters Score -2601968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2601978.250000 Penalty: 4952.021484
	Iteration 67Q: 3 clusters Score -2601978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2601981.500000 Penalty: 4952.021484
	Iteration 68Q: 3 clusters Score -2601982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2601985.000000 Penalty: 4952.021484
	Iteration 69Q: 3 clusters Score -2601985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2601985.000000 Penalty: 4952.021484
	Iteration 70F: 3 clusters Score -2601985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182907 members 
Entering Unmasked Estep 
Score: -22603754.000000 Penalty: 3004.949951
	Iteration 0F: 2 clusters Score -2.260375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91298 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -22487508.000000 Penalty: 6009.899902
	Iteration 0F: 3 clusters Score -2.248751e+07 nChanged 87745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -22538542.000000 Penalty: 6009.899902
	Iteration 1F: 3 clusters Score -2.253854e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -22539896.000000 Penalty: 6009.899902
	Iteration 2Q: 3 clusters Score -2.25399e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -22541860.000000 Penalty: 6009.899902
	Iteration 3Q: 3 clusters Score -2.254186e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -22545172.000000 Penalty: 6009.899902
	Iteration 4Q: 3 clusters Score -2.254517e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -22550726.000000 Penalty: 6009.899902
	Iteration 5F: 3 clusters Score -2.255073e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
Score: -22560258.000000 Penalty: 6009.899902
	Iteration 6F: 3 clusters Score -2.256026e+07 nChanged 14954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 135049 members 
Entering Unmasked Estep 
Score: -22572870.000000 Penalty: 6009.899902
	Iteration 7F: 3 clusters Score -2.257287e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 147114 members 
Entering Unmasked Estep 
Score: -22586066.000000 Penalty: 6009.899902
	Iteration 8F: 3 clusters Score -2.258607e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 155463 members 
Entering Unmasked Estep 
Score: -22595802.000000 Penalty: 6009.899902
	Iteration 9F: 3 clusters Score -2.25958e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -22600098.000000 Penalty: 6009.899902
	Iteration 10Q: 3 clusters Score -2.26001e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -22601656.000000 Penalty: 6009.899902
	Iteration 11Q: 3 clusters Score -2.260166e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -22602272.000000 Penalty: 6009.899902
	Iteration 12Q: 3 clusters Score -2.260227e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 167586 members 
Entering Unmasked Estep 
Score: -22602612.000000 Penalty: 6009.899902
	Iteration 13Q: 3 clusters Score -2.260261e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 169281 members 
Entering Unmasked Estep 
Score: -22602942.000000 Penalty: 6009.899902
	Iteration 14Q: 3 clusters Score -2.260294e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 170739 members 
Entering Unmasked Estep 
Score: -22603060.000000 Penalty: 6009.899902
	Iteration 15Q: 3 clusters Score -2.260306e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 172020 members 
Entering Unmasked Estep 
Score: -22603258.000000 Penalty: 6009.899902
	Iteration 16Q: 3 clusters Score -2.260326e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 173179 members 
Entering Unmasked Estep 
Score: -22603382.000000 Penalty: 6009.899902
	Iteration 17Q: 3 clusters Score -2.260338e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -22603398.000000 Penalty: 6009.899902
	Iteration 18Q: 3 clusters Score -2.26034e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 175015 members 
Entering Unmasked Estep 
Score: -22603572.000000 Penalty: 6009.899902
	Iteration 19Q: 3 clusters Score -2.260357e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 175729 members 
Entering Unmasked Estep 
Score: -22603610.000000 Penalty: 6009.899902
	Iteration 20F: 3 clusters Score -2.260361e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 176345 members 
Entering Unmasked Estep 
Score: -22603636.000000 Penalty: 6009.899902
	Iteration 21Q: 3 clusters Score -2.260364e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 176867 members 
Entering Unmasked Estep 
Score: -22603636.000000 Penalty: 6009.899902
	Iteration 22Q: 3 clusters Score -2.260364e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -22603624.000000 Penalty: 6009.899902
	Iteration 23Q: 3 clusters Score -2.260362e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -22603664.000000 Penalty: 6009.899902
	Iteration 24Q: 3 clusters Score -2.260366e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 178108 members 
Entering Unmasked Estep 
Score: -22603690.000000 Penalty: 6009.899902
	Iteration 25Q: 3 clusters Score -2.260369e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 178450 members 
Entering Unmasked Estep 
Score: -22603686.000000 Penalty: 6009.899902
	Iteration 26Q: 3 clusters Score -2.260369e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -22603666.000000 Penalty: 6009.899902
	Iteration 27Q: 3 clusters Score -2.260367e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 178995 members 
Entering Unmasked Estep 
Score: -22603660.000000 Penalty: 6009.899902
	Iteration 28Q: 3 clusters Score -2.260366e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 179205 members 
Entering Unmasked Estep 
Score: -22603700.000000 Penalty: 6009.899902
	Iteration 29Q: 3 clusters Score -2.26037e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 179374 members 
Entering Unmasked Estep 
Score: -22603696.000000 Penalty: 6009.899902
	Iteration 30Q: 3 clusters Score -2.26037e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -22603702.000000 Penalty: 6009.899902
	Iteration 31Q: 3 clusters Score -2.26037e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 179660 members 
Entering Unmasked Estep 
Score: -22603658.000000 Penalty: 6009.899902
	Iteration 32Q: 3 clusters Score -2.260366e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 179751 members 
Entering Unmasked Estep 
Score: -22603678.000000 Penalty: 6009.899902
	Iteration 33Q: 3 clusters Score -2.260368e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 179825 members 
Entering Unmasked Estep 
Score: -22603670.000000 Penalty: 6009.899902
	Iteration 34Q: 3 clusters Score -2.260367e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 179914 members 
Entering Unmasked Estep 
Score: -22603656.000000 Penalty: 6009.899902
	Iteration 35Q: 3 clusters Score -2.260366e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 179979 members 
Entering Unmasked Estep 
Score: -22603630.000000 Penalty: 6009.899902
	Iteration 36Q: 3 clusters Score -2.260363e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -22603626.000000 Penalty: 6009.899902
	Iteration 37Q: 3 clusters Score -2.260363e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 180080 members 
Entering Unmasked Estep 
Score: -22603658.000000 Penalty: 6009.899902
	Iteration 38Q: 3 clusters Score -2.260366e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -22603674.000000 Penalty: 6009.899902
	Iteration 39Q: 3 clusters Score -2.260367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 180175 members 
Entering Unmasked Estep 
Score: -22603696.000000 Penalty: 6009.899902
	Iteration 40F: 3 clusters Score -2.26037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -22603684.000000 Penalty: 6009.899902
	Iteration 41Q: 3 clusters Score -2.260368e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 180241 members 
Entering Unmasked Estep 
Score: -22603682.000000 Penalty: 6009.899902
	Iteration 42Q: 3 clusters Score -2.260368e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 180274 members 
Entering Unmasked Estep 
Score: -22603662.000000 Penalty: 6009.899902
	Iteration 43Q: 3 clusters Score -2.260366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 180307 members 
Entering Unmasked Estep 
Score: -22603676.000000 Penalty: 6009.899902
	Iteration 44Q: 3 clusters Score -2.260368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 180338 members 
Entering Unmasked Estep 
Score: -22603644.000000 Penalty: 6009.899902
	Iteration 45Q: 3 clusters Score -2.260364e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 180374 members 
Entering Unmasked Estep 
Score: -22603626.000000 Penalty: 6009.899902
	Iteration 46Q: 3 clusters Score -2.260363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 180407 members 
Entering Unmasked Estep 
Score: -22603610.000000 Penalty: 6009.899902
	Iteration 47Q: 3 clusters Score -2.260361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 180444 members 
Entering Unmasked Estep 
Score: -22603582.000000 Penalty: 6009.899902
	Iteration 48Q: 3 clusters Score -2.260358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 180474 members 
Entering Unmasked Estep 
Score: -22603574.000000 Penalty: 6009.899902
	Iteration 49Q: 3 clusters Score -2.260357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 180508 members 
Entering Unmasked Estep 
Score: -22603574.000000 Penalty: 6009.899902
	Iteration 50Q: 3 clusters Score -2.260357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 180534 members 
Entering Unmasked Estep 
Score: -22603574.000000 Penalty: 6009.899902
	Iteration 51Q: 3 clusters Score -2.260357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 180556 members 
Entering Unmasked Estep 
Score: -22603584.000000 Penalty: 6009.899902
	Iteration 52Q: 3 clusters Score -2.260358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 180577 members 
Entering Unmasked Estep 
Score: -22603618.000000 Penalty: 6009.899902
	Iteration 53Q: 3 clusters Score -2.260362e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 180604 members 
Entering Unmasked Estep 
Score: -22603590.000000 Penalty: 6009.899902
	Iteration 54Q: 3 clusters Score -2.260359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 180637 members 
Entering Unmasked Estep 
Score: -22603564.000000 Penalty: 6009.899902
	Iteration 55Q: 3 clusters Score -2.260356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 180667 members 
Entering Unmasked Estep 
Score: -22603572.000000 Penalty: 6009.899902
	Iteration 56Q: 3 clusters Score -2.260357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 180680 members 
Entering Unmasked Estep 
Score: -22603578.000000 Penalty: 6009.899902
	Iteration 57Q: 3 clusters Score -2.260358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -22603592.000000 Penalty: 6009.899902
	Iteration 58Q: 3 clusters Score -2.260359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 180735 members 
Entering Unmasked Estep 
Score: -22603608.000000 Penalty: 6009.899902
	Iteration 59Q: 3 clusters Score -2.260361e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 180772 members 
Entering Unmasked Estep 
Score: -22603604.000000 Penalty: 6009.899902
	Iteration 60F: 3 clusters Score -2.26036e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 180808 members 
Entering Unmasked Estep 
Score: -22603624.000000 Penalty: 6009.899902
	Iteration 61Q: 3 clusters Score -2.260362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 180840 members 
Entering Unmasked Estep 
Score: -22603602.000000 Penalty: 6009.899902
	Iteration 62Q: 3 clusters Score -2.26036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 180887 members 
Entering Unmasked Estep 
Score: -22603590.000000 Penalty: 6009.899902
	Iteration 63Q: 3 clusters Score -2.260359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 180929 members 
Entering Unmasked Estep 
Score: -22603616.000000 Penalty: 6009.899902
	Iteration 64Q: 3 clusters Score -2.260362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -22603616.000000 Penalty: 6009.899902
	Iteration 65Q: 3 clusters Score -2.260362e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -22603612.000000 Penalty: 6009.899902
	Iteration 66Q: 3 clusters Score -2.260361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 181024 members 
Entering Unmasked Estep 
Score: -22603584.000000 Penalty: 6009.899902
	Iteration 67Q: 3 clusters Score -2.260358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -22603586.000000 Penalty: 6009.899902
	Iteration 68Q: 3 clusters Score -2.260359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -22603566.000000 Penalty: 6009.899902
	Iteration 69Q: 3 clusters Score -2.260357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 181078 members 
Entering Unmasked Estep 
Score: -22603564.000000 Penalty: 6009.899902
	Iteration 70Q: 3 clusters Score -2.260356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 181104 members 
Entering Unmasked Estep 
Score: -22603566.000000 Penalty: 6009.899902
	Iteration 71Q: 3 clusters Score -2.260357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 181125 members 
Entering Unmasked Estep 
Score: -22603578.000000 Penalty: 6009.899902
	Iteration 72Q: 3 clusters Score -2.260358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -22603564.000000 Penalty: 6009.899902
	Iteration 73Q: 3 clusters Score -2.260356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 181161 members 
Entering Unmasked Estep 
Score: -22603594.000000 Penalty: 6009.899902
	Iteration 74Q: 3 clusters Score -2.260359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 181184 members 
Entering Unmasked Estep 
Score: -22603582.000000 Penalty: 6009.899902
	Iteration 75Q: 3 clusters Score -2.260358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -22603592.000000 Penalty: 6009.899902
	Iteration 76Q: 3 clusters Score -2.260359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 181214 members 
Entering Unmasked Estep 
Score: -22603590.000000 Penalty: 6009.899902
	Iteration 77Q: 3 clusters Score -2.260359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 181231 members 
Entering Unmasked Estep 
Score: -22603580.000000 Penalty: 6009.899902
	Iteration 78Q: 3 clusters Score -2.260358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -22603566.000000 Penalty: 6009.899902
	Iteration 79Q: 3 clusters Score -2.260357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 181252 members 
Entering Unmasked Estep 
Score: -22603606.000000 Penalty: 6009.899902
	Iteration 80F: 3 clusters Score -2.260361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 181257 members 
Entering Unmasked Estep 
Score: -22603586.000000 Penalty: 6009.899902
	Iteration 81Q: 3 clusters Score -2.260359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 181262 members 
Entering Unmasked Estep 
Score: -22603584.000000 Penalty: 6009.899902
	Iteration 82Q: 3 clusters Score -2.260358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 181265 members 
Entering Unmasked Estep 
Score: -22603576.000000 Penalty: 6009.899902
	Iteration 83Q: 3 clusters Score -2.260358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 181266 members 
Entering Unmasked Estep 
Score: -22603584.000000 Penalty: 6009.899902
	Iteration 84Q: 3 clusters Score -2.260358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 181268 members 
Entering Unmasked Estep 
Score: -22603588.000000 Penalty: 6009.899902
	Iteration 85Q: 3 clusters Score -2.260359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 181268 members 
Entering Unmasked Estep 
Score: -22603588.000000 Penalty: 6009.899902
	Iteration 86F: 3 clusters Score -2.260359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Entering Unmasked Estep 
Score: -1596675.750000 Penalty: 2352.659668
	Iteration 0F: 2 clusters Score -1596676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1587002.250000 Penalty: 4705.319336
	Iteration 0F: 3 clusters Score -1587002 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1590209.250000 Penalty: 4705.319336
	Iteration 1F: 3 clusters Score -1590209 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1590902.625000 Penalty: 4705.319336
	Iteration 2F: 3 clusters Score -1590903 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1591731.750000 Penalty: 4705.319336
	Iteration 3F: 3 clusters Score -1591732 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1592632.250000 Penalty: 4705.319336
	Iteration 4F: 3 clusters Score -1592632 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1593433.625000 Penalty: 4705.319336
	Iteration 5F: 3 clusters Score -1593434 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1593987.125000 Penalty: 4705.319336
	Iteration 6F: 3 clusters Score -1593987 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1594389.875000 Penalty: 4705.319336
	Iteration 7F: 3 clusters Score -1594390 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1594630.125000 Penalty: 4705.319336
	Iteration 8Q: 3 clusters Score -1594630 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1594782.250000 Penalty: 4705.319336
	Iteration 9Q: 3 clusters Score -1594782 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1594895.375000 Penalty: 4705.319336
	Iteration 10Q: 3 clusters Score -1594895 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1594980.125000 Penalty: 4705.319336
	Iteration 11Q: 3 clusters Score -1594980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1595041.000000 Penalty: 4705.319336
	Iteration 12Q: 3 clusters Score -1595041 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1595095.625000 Penalty: 4705.319336
	Iteration 13Q: 3 clusters Score -1595096 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1595147.625000 Penalty: 4705.319336
	Iteration 14Q: 3 clusters Score -1595148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1595188.250000 Penalty: 4705.319336
	Iteration 15Q: 3 clusters Score -1595188 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1595223.625000 Penalty: 4705.319336
	Iteration 16Q: 3 clusters Score -1595224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1595250.500000 Penalty: 4705.319336
	Iteration 17Q: 3 clusters Score -1595250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1595279.125000 Penalty: 4705.319336
	Iteration 18Q: 3 clusters Score -1595279 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1595309.375000 Penalty: 4705.319336
	Iteration 19Q: 3 clusters Score -1595309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1595324.000000 Penalty: 4705.319336
	Iteration 20F: 3 clusters Score -1595324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1595343.125000 Penalty: 4705.319336
	Iteration 21Q: 3 clusters Score -1595343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1595361.750000 Penalty: 4705.319336
	Iteration 22Q: 3 clusters Score -1595362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1595370.875000 Penalty: 4705.319336
	Iteration 23Q: 3 clusters Score -1595371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1595386.375000 Penalty: 4705.319336
	Iteration 24Q: 3 clusters Score -1595386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1595393.000000 Penalty: 4705.319336
	Iteration 25Q: 3 clusters Score -1595393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1595403.500000 Penalty: 4705.319336
	Iteration 26Q: 3 clusters Score -1595404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1595411.125000 Penalty: 4705.319336
	Iteration 27Q: 3 clusters Score -1595411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1595416.125000 Penalty: 4705.319336
	Iteration 28Q: 3 clusters Score -1595416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1595418.250000 Penalty: 4705.319336
	Iteration 29Q: 3 clusters Score -1595418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1595424.125000 Penalty: 4705.319336
	Iteration 30Q: 3 clusters Score -1595424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1595429.000000 Penalty: 4705.319336
	Iteration 31Q: 3 clusters Score -1595429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1595436.250000 Penalty: 4705.319336
	Iteration 32Q: 3 clusters Score -1595436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1595441.875000 Penalty: 4705.319336
	Iteration 33Q: 3 clusters Score -1595442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1595455.750000 Penalty: 4705.319336
	Iteration 34Q: 3 clusters Score -1595456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1595467.875000 Penalty: 4705.319336
	Iteration 35Q: 3 clusters Score -1595468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1595476.375000 Penalty: 4705.319336
	Iteration 36Q: 3 clusters Score -1595476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1595484.000000 Penalty: 4705.319336
	Iteration 37Q: 3 clusters Score -1595484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1595489.625000 Penalty: 4705.319336
	Iteration 38Q: 3 clusters Score -1595490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1595503.250000 Penalty: 4705.319336
	Iteration 39Q: 3 clusters Score -1595503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1595519.500000 Penalty: 4705.319336
	Iteration 40F: 3 clusters Score -1595520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1595524.250000 Penalty: 4705.319336
	Iteration 41Q: 3 clusters Score -1595524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1595524.625000 Penalty: 4705.319336
	Iteration 42Q: 3 clusters Score -1595525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1595530.125000 Penalty: 4705.319336
	Iteration 43Q: 3 clusters Score -1595530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1595531.875000 Penalty: 4705.319336
	Iteration 44Q: 3 clusters Score -1595532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1595538.625000 Penalty: 4705.319336
	Iteration 45Q: 3 clusters Score -1595539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1595548.125000 Penalty: 4705.319336
	Iteration 46Q: 3 clusters Score -1595548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1595557.750000 Penalty: 4705.319336
	Iteration 47Q: 3 clusters Score -1595558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1595562.500000 Penalty: 4705.319336
	Iteration 48Q: 3 clusters Score -1595562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1595559.500000 Penalty: 4705.319336
	Iteration 49Q: 3 clusters Score -1595560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1595560.500000 Penalty: 4705.319336
	Iteration 50Q: 3 clusters Score -1595560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1595561.000000 Penalty: 4705.319336
	Iteration 51Q: 3 clusters Score -1595561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1595563.125000 Penalty: 4705.319336
	Iteration 52Q: 3 clusters Score -1595563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1595560.500000 Penalty: 4705.319336
	Iteration 53Q: 3 clusters Score -1595560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1595560.000000 Penalty: 4705.319336
	Iteration 54Q: 3 clusters Score -1595560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1595559.750000 Penalty: 4705.319336
	Iteration 55Q: 3 clusters Score -1595560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1595561.250000 Penalty: 4705.319336
	Iteration 56Q: 3 clusters Score -1595561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1595563.625000 Penalty: 4705.319336
	Iteration 57Q: 3 clusters Score -1595564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1595565.875000 Penalty: 4705.319336
	Iteration 58Q: 3 clusters Score -1595566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1595566.250000 Penalty: 4705.319336
	Iteration 59Q: 3 clusters Score -1595566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1595564.625000 Penalty: 4705.319336
	Iteration 60F: 3 clusters Score -1595565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1595564.625000 Penalty: 4705.319336
	Iteration 61Q: 3 clusters Score -1595565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1595566.000000 Penalty: 4705.319336
	Iteration 62Q: 3 clusters Score -1595566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1595565.375000 Penalty: 4705.319336
	Iteration 63Q: 3 clusters Score -1595565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1595564.500000 Penalty: 4705.319336
	Iteration 64Q: 3 clusters Score -1595564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1595567.000000 Penalty: 4705.319336
	Iteration 65Q: 3 clusters Score -1595567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1595567.875000 Penalty: 4705.319336
	Iteration 66Q: 3 clusters Score -1595568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1595566.875000 Penalty: 4705.319336
	Iteration 67Q: 3 clusters Score -1595567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1595566.875000 Penalty: 4705.319336
	Iteration 68F: 3 clusters Score -1595567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (231604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231604 members 
Entering Unmasked Estep 
Score: -28379876.000000 Penalty: 3063.490479
	Iteration 0F: 2 clusters Score -2.837988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115920 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -28230220.000000 Penalty: 6126.980957
	Iteration 0F: 3 clusters Score -2.823022e+07 nChanged 111489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117131 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -28295760.000000 Penalty: 6126.980957
	Iteration 1F: 3 clusters Score -2.829576e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -28296944.000000 Penalty: 6126.980957
	Iteration 2Q: 3 clusters Score -2.829694e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -28298076.000000 Penalty: 6126.980957
	Iteration 3Q: 3 clusters Score -2.829808e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -28299692.000000 Penalty: 6126.980957
	Iteration 4Q: 3 clusters Score -2.829969e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123827 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -28302292.000000 Penalty: 6126.980957
	Iteration 5Q: 3 clusters Score -2.830229e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 104310 members 
Entering Unmasked Estep 
Score: -28306784.000000 Penalty: 6126.980957
	Iteration 6Q: 3 clusters Score -2.830678e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131374 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -28313218.000000 Penalty: 6126.980957
	Iteration 7Q: 3 clusters Score -2.831322e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 95981 members 
Entering Unmasked Estep 
Score: -28321942.000000 Penalty: 6126.980957
	Iteration 8F: 3 clusters Score -2.832194e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -28332534.000000 Penalty: 6126.980957
	Iteration 9F: 3 clusters Score -2.833253e+07 nChanged 14699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -28342428.000000 Penalty: 6126.980957
	Iteration 10F: 3 clusters Score -2.834243e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143375 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -28348184.000000 Penalty: 6126.980957
	Iteration 11F: 3 clusters Score -2.834818e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144581 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -28350350.000000 Penalty: 6126.980957
	Iteration 12Q: 3 clusters Score -2.835035e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145728 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -28351052.000000 Penalty: 6126.980957
	Iteration 13Q: 3 clusters Score -2.835105e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146953 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -28351310.000000 Penalty: 6126.980957
	Iteration 14Q: 3 clusters Score -2.835131e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148335 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -28351780.000000 Penalty: 6126.980957
	Iteration 15Q: 3 clusters Score -2.835178e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149826 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -28352040.000000 Penalty: 6126.980957
	Iteration 16Q: 3 clusters Score -2.835204e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151472 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -28352338.000000 Penalty: 6126.980957
	Iteration 17Q: 3 clusters Score -2.835234e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -28352558.000000 Penalty: 6126.980957
	Iteration 18Q: 3 clusters Score -2.835256e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154780 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -28352978.000000 Penalty: 6126.980957
	Iteration 19Q: 3 clusters Score -2.835298e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156501 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -28353194.000000 Penalty: 6126.980957
	Iteration 20F: 3 clusters Score -2.835319e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158274 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -28353420.000000 Penalty: 6126.980957
	Iteration 21Q: 3 clusters Score -2.835342e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -28353742.000000 Penalty: 6126.980957
	Iteration 22Q: 3 clusters Score -2.835374e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -28353994.000000 Penalty: 6126.980957
	Iteration 23Q: 3 clusters Score -2.835399e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163761 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -28354106.000000 Penalty: 6126.980957
	Iteration 24Q: 3 clusters Score -2.835411e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165728 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -28354504.000000 Penalty: 6126.980957
	Iteration 25Q: 3 clusters Score -2.83545e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167649 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -28354930.000000 Penalty: 6126.980957
	Iteration 26Q: 3 clusters Score -2.835493e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169603 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -28355220.000000 Penalty: 6126.980957
	Iteration 27Q: 3 clusters Score -2.835522e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -28355648.000000 Penalty: 6126.980957
	Iteration 28Q: 3 clusters Score -2.835565e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173742 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -28356170.000000 Penalty: 6126.980957
	Iteration 29Q: 3 clusters Score -2.835617e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175980 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -28356794.000000 Penalty: 6126.980957
	Iteration 30Q: 3 clusters Score -2.835679e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178251 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -28357224.000000 Penalty: 6126.980957
	Iteration 31Q: 3 clusters Score -2.835722e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180506 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -28357780.000000 Penalty: 6126.980957
	Iteration 32Q: 3 clusters Score -2.835778e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182792 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -28358226.000000 Penalty: 6126.980957
	Iteration 33Q: 3 clusters Score -2.835823e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185152 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -28358922.000000 Penalty: 6126.980957
	Iteration 34Q: 3 clusters Score -2.835892e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187548 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -28359562.000000 Penalty: 6126.980957
	Iteration 35Q: 3 clusters Score -2.835956e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189952 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -28360144.000000 Penalty: 6126.980957
	Iteration 36Q: 3 clusters Score -2.836014e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192313 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -28360808.000000 Penalty: 6126.980957
	Iteration 37Q: 3 clusters Score -2.836081e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194670 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -28361588.000000 Penalty: 6126.980957
	Iteration 38Q: 3 clusters Score -2.836159e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197034 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -28362238.000000 Penalty: 6126.980957
	Iteration 39Q: 3 clusters Score -2.836224e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199470 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -28363014.000000 Penalty: 6126.980957
	Iteration 40F: 3 clusters Score -2.836301e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201812 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -28363980.000000 Penalty: 6126.980957
	Iteration 41Q: 3 clusters Score -2.836398e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204093 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -28364922.000000 Penalty: 6126.980957
	Iteration 42Q: 3 clusters Score -2.836492e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206267 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -28365822.000000 Penalty: 6126.980957
	Iteration 43Q: 3 clusters Score -2.836582e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208371 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -28366778.000000 Penalty: 6126.980957
	Iteration 44Q: 3 clusters Score -2.836678e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210451 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -28367678.000000 Penalty: 6126.980957
	Iteration 45Q: 3 clusters Score -2.836768e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212460 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -28368630.000000 Penalty: 6126.980957
	Iteration 46Q: 3 clusters Score -2.836863e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214348 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -28369426.000000 Penalty: 6126.980957
	Iteration 47Q: 3 clusters Score -2.836943e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216188 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -28370270.000000 Penalty: 6126.980957
	Iteration 48Q: 3 clusters Score -2.837027e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217869 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -28371104.000000 Penalty: 6126.980957
	Iteration 49Q: 3 clusters Score -2.83711e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -28371724.000000 Penalty: 6126.980957
	Iteration 50Q: 3 clusters Score -2.837172e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220757 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -28372456.000000 Penalty: 6126.980957
	Iteration 51Q: 3 clusters Score -2.837246e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221991 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -28372934.000000 Penalty: 6126.980957
	Iteration 52Q: 3 clusters Score -2.837293e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223092 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -28373442.000000 Penalty: 6126.980957
	Iteration 53Q: 3 clusters Score -2.837344e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224069 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -28374050.000000 Penalty: 6126.980957
	Iteration 54Q: 3 clusters Score -2.837405e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224906 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -28374430.000000 Penalty: 6126.980957
	Iteration 55Q: 3 clusters Score -2.837443e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225641 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -28374908.000000 Penalty: 6126.980957
	Iteration 56Q: 3 clusters Score -2.837491e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226289 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -28375272.000000 Penalty: 6126.980957
	Iteration 57Q: 3 clusters Score -2.837527e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226864 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -28375596.000000 Penalty: 6126.980957
	Iteration 58Q: 3 clusters Score -2.83756e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227317 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -28375922.000000 Penalty: 6126.980957
	Iteration 59Q: 3 clusters Score -2.837592e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227705 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -28376118.000000 Penalty: 6126.980957
	Iteration 60F: 3 clusters Score -2.837612e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228019 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -28376198.000000 Penalty: 6126.980957
	Iteration 61Q: 3 clusters Score -2.83762e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228257 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -28376308.000000 Penalty: 6126.980957
	Iteration 62Q: 3 clusters Score -2.837631e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228450 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -28376376.000000 Penalty: 6126.980957
	Iteration 63Q: 3 clusters Score -2.837638e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228628 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -28376482.000000 Penalty: 6126.980957
	Iteration 64Q: 3 clusters Score -2.837648e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228773 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -28376552.000000 Penalty: 6126.980957
	Iteration 65Q: 3 clusters Score -2.837655e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228902 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -28376590.000000 Penalty: 6126.980957
	Iteration 66Q: 3 clusters Score -2.837659e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229013 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -28376606.000000 Penalty: 6126.980957
	Iteration 67Q: 3 clusters Score -2.837661e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229123 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -28376670.000000 Penalty: 6126.980957
	Iteration 68Q: 3 clusters Score -2.837667e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229223 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28376700.000000 Penalty: 6126.980957
	Iteration 69Q: 3 clusters Score -2.83767e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229324 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -28376748.000000 Penalty: 6126.980957
	Iteration 70Q: 3 clusters Score -2.837675e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229425 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -28376790.000000 Penalty: 6126.980957
	Iteration 71Q: 3 clusters Score -2.837679e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229501 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -28376856.000000 Penalty: 6126.980957
	Iteration 72Q: 3 clusters Score -2.837686e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229577 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -28376850.000000 Penalty: 6126.980957
	Iteration 73Q: 3 clusters Score -2.837685e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229646 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -28376878.000000 Penalty: 6126.980957
	Iteration 74Q: 3 clusters Score -2.837688e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229692 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -28376928.000000 Penalty: 6126.980957
	Iteration 75Q: 3 clusters Score -2.837693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229742 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -28376950.000000 Penalty: 6126.980957
	Iteration 76Q: 3 clusters Score -2.837695e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229786 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -28376984.000000 Penalty: 6126.980957
	Iteration 77Q: 3 clusters Score -2.837698e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229813 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -28376978.000000 Penalty: 6126.980957
	Iteration 78Q: 3 clusters Score -2.837698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229835 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -28377000.000000 Penalty: 6126.980957
	Iteration 79Q: 3 clusters Score -2.8377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229858 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -28377016.000000 Penalty: 6126.980957
	Iteration 80F: 3 clusters Score -2.837702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229888 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -28377054.000000 Penalty: 6126.980957
	Iteration 81Q: 3 clusters Score -2.837705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229917 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -28377064.000000 Penalty: 6126.980957
	Iteration 82Q: 3 clusters Score -2.837706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229939 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -28377084.000000 Penalty: 6126.980957
	Iteration 83Q: 3 clusters Score -2.837708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229955 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -28377050.000000 Penalty: 6126.980957
	Iteration 84Q: 3 clusters Score -2.837705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229962 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -28377070.000000 Penalty: 6126.980957
	Iteration 85Q: 3 clusters Score -2.837707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229973 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -28377080.000000 Penalty: 6126.980957
	Iteration 86Q: 3 clusters Score -2.837708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229985 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -28377090.000000 Penalty: 6126.980957
	Iteration 87Q: 3 clusters Score -2.837709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229997 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -28377080.000000 Penalty: 6126.980957
	Iteration 88Q: 3 clusters Score -2.837708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230005 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -28377086.000000 Penalty: 6126.980957
	Iteration 89Q: 3 clusters Score -2.837709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230014 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -28377086.000000 Penalty: 6126.980957
	Iteration 90Q: 3 clusters Score -2.837709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230025 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -28377102.000000 Penalty: 6126.980957
	Iteration 91Q: 3 clusters Score -2.83771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230032 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -28377106.000000 Penalty: 6126.980957
	Iteration 92Q: 3 clusters Score -2.837711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230041 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -28377090.000000 Penalty: 6126.980957
	Iteration 93Q: 3 clusters Score -2.837709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230050 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -28377102.000000 Penalty: 6126.980957
	Iteration 94Q: 3 clusters Score -2.83771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230058 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -28377098.000000 Penalty: 6126.980957
	Iteration 95Q: 3 clusters Score -2.83771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230062 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -28377110.000000 Penalty: 6126.980957
	Iteration 96Q: 3 clusters Score -2.837711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -28377104.000000 Penalty: 6126.980957
	Iteration 97Q: 3 clusters Score -2.83771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230070 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -28377114.000000 Penalty: 6126.980957
	Iteration 98Q: 3 clusters Score -2.837711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230073 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -28377118.000000 Penalty: 6126.980957
	Iteration 99Q: 3 clusters Score -2.837712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230075 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -28377108.000000 Penalty: 6126.980957
	Iteration 100F: 3 clusters Score -2.837711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230079 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -28377100.000000 Penalty: 6126.980957
	Iteration 101Q: 3 clusters Score -2.83771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230089 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -28377110.000000 Penalty: 6126.980957
	Iteration 102Q: 3 clusters Score -2.837711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230101 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -28377122.000000 Penalty: 6126.980957
	Iteration 103Q: 3 clusters Score -2.837712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230107 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -28377124.000000 Penalty: 6126.980957
	Iteration 104Q: 3 clusters Score -2.837712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230115 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -28377134.000000 Penalty: 6126.980957
	Iteration 105Q: 3 clusters Score -2.837713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230123 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -28377144.000000 Penalty: 6126.980957
	Iteration 106Q: 3 clusters Score -2.837714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230134 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -28377156.000000 Penalty: 6126.980957
	Iteration 107Q: 3 clusters Score -2.837716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230144 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -28377168.000000 Penalty: 6126.980957
	Iteration 108Q: 3 clusters Score -2.837717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230151 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -28377164.000000 Penalty: 6126.980957
	Iteration 109Q: 3 clusters Score -2.837716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230156 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -28377154.000000 Penalty: 6126.980957
	Iteration 110Q: 3 clusters Score -2.837715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230163 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -28377164.000000 Penalty: 6126.980957
	Iteration 111Q: 3 clusters Score -2.837716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230165 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -28377174.000000 Penalty: 6126.980957
	Iteration 112Q: 3 clusters Score -2.837717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230168 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -28377182.000000 Penalty: 6126.980957
	Iteration 113Q: 3 clusters Score -2.837718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230171 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -28377170.000000 Penalty: 6126.980957
	Iteration 114Q: 3 clusters Score -2.837717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230173 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -28377162.000000 Penalty: 6126.980957
	Iteration 115Q: 3 clusters Score -2.837716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230172 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -28377156.000000 Penalty: 6126.980957
	Iteration 116Q: 3 clusters Score -2.837716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230174 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -28377156.000000 Penalty: 6126.980957
	Iteration 117Q: 3 clusters Score -2.837716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230176 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -28377160.000000 Penalty: 6126.980957
	Iteration 118Q: 3 clusters Score -2.837716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230176 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -28377160.000000 Penalty: 6126.980957
	Iteration 119F: 3 clusters Score -2.837716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -122836.070312 Penalty: 1754.380981
	Iteration 0F: 2 clusters Score -122836.1 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 576 members 
Entering Unmasked Estep 
Score: -120884.015625 Penalty: 3508.761963
	Iteration 0F: 3 clusters Score -120884 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121355.843750 Penalty: 3508.761963
	Iteration 1F: 3 clusters Score -121355.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121593.210938 Penalty: 3508.761963
	Iteration 2F: 3 clusters Score -121593.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121853.085938 Penalty: 3508.761963
	Iteration 3F: 3 clusters Score -121853.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122145.281250 Penalty: 3508.761963
	Iteration 4F: 3 clusters Score -122145.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122378.398438 Penalty: 3508.761963
	Iteration 5F: 3 clusters Score -122378.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122574.289062 Penalty: 3508.761963
	Iteration 6Q: 3 clusters Score -122574.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122669.101562 Penalty: 3508.761963
	Iteration 7Q: 3 clusters Score -122669.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122730.843750 Penalty: 3508.761963
	Iteration 8Q: 3 clusters Score -122730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122796.734375 Penalty: 3508.761963
	Iteration 9Q: 3 clusters Score -122796.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122815.773438 Penalty: 3508.761963
	Iteration 10Q: 3 clusters Score -122815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122821.703125 Penalty: 3508.761963
	Iteration 11Q: 3 clusters Score -122821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122825.281250 Penalty: 3508.761963
	Iteration 12Q: 3 clusters Score -122825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122831.015625 Penalty: 3508.761963
	Iteration 13Q: 3 clusters Score -122831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122834.625000 Penalty: 3508.761963
	Iteration 14Q: 3 clusters Score -122834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122834.625000 Penalty: 3508.761963
	Iteration 15F: 3 clusters Score -122834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203960 members 
Entering Unmasked Estep 
Score: -24945644.000000 Penalty: 3031.968506
	Iteration 0F: 2 clusters Score -2.494564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102176 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -24814730.000000 Penalty: 6063.937012
	Iteration 0F: 3 clusters Score -2.481473e+07 nChanged 97859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -24872954.000000 Penalty: 6063.937012
	Iteration 1F: 3 clusters Score -2.487295e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -24875368.000000 Penalty: 6063.937012
	Iteration 2Q: 3 clusters Score -2.487537e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -24879070.000000 Penalty: 6063.937012
	Iteration 3Q: 3 clusters Score -2.487907e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106904 members 
Mstep: Class 2 contains 97056 members 
Entering Unmasked Estep 
Score: -24885266.000000 Penalty: 6063.937012
	Iteration 4Q: 3 clusters Score -2.488527e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -24894186.000000 Penalty: 6063.937012
	Iteration 5F: 3 clusters Score -2.489419e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106234 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -24906168.000000 Penalty: 6063.937012
	Iteration 6F: 3 clusters Score -2.490617e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -24918354.000000 Penalty: 6063.937012
	Iteration 7F: 3 clusters Score -2.491835e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 102559 members 
Entering Unmasked Estep 
Score: -24925748.000000 Penalty: 6063.937012
	Iteration 8F: 3 clusters Score -2.492575e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99091 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -24928846.000000 Penalty: 6063.937012
	Iteration 9Q: 3 clusters Score -2.492885e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -24929990.000000 Penalty: 6063.937012
	Iteration 10Q: 3 clusters Score -2.492999e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 109221 members 
Entering Unmasked Estep 
Score: -24930874.000000 Penalty: 6063.937012
	Iteration 11Q: 3 clusters Score -2.493087e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 111365 members 
Entering Unmasked Estep 
Score: -24931802.000000 Penalty: 6063.937012
	Iteration 12Q: 3 clusters Score -2.49318e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -24932558.000000 Penalty: 6063.937012
	Iteration 13Q: 3 clusters Score -2.493256e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 115579 members 
Entering Unmasked Estep 
Score: -24933334.000000 Penalty: 6063.937012
	Iteration 14Q: 3 clusters Score -2.493333e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -24934062.000000 Penalty: 6063.937012
	Iteration 15Q: 3 clusters Score -2.493406e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -24934492.000000 Penalty: 6063.937012
	Iteration 16Q: 3 clusters Score -2.493449e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 121691 members 
Entering Unmasked Estep 
Score: -24934986.000000 Penalty: 6063.937012
	Iteration 17Q: 3 clusters Score -2.493499e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 123611 members 
Entering Unmasked Estep 
Score: -24935554.000000 Penalty: 6063.937012
	Iteration 18Q: 3 clusters Score -2.493555e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -24935928.000000 Penalty: 6063.937012
	Iteration 19Q: 3 clusters Score -2.493593e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -24936328.000000 Penalty: 6063.937012
	Iteration 20F: 3 clusters Score -2.493633e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 129299 members 
Entering Unmasked Estep 
Score: -24936706.000000 Penalty: 6063.937012
	Iteration 21Q: 3 clusters Score -2.493671e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -24937062.000000 Penalty: 6063.937012
	Iteration 22Q: 3 clusters Score -2.493706e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 133250 members 
Entering Unmasked Estep 
Score: -24937414.000000 Penalty: 6063.937012
	Iteration 23Q: 3 clusters Score -2.493741e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 135219 members 
Entering Unmasked Estep 
Score: -24937788.000000 Penalty: 6063.937012
	Iteration 24Q: 3 clusters Score -2.493779e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 137298 members 
Entering Unmasked Estep 
Score: -24938212.000000 Penalty: 6063.937012
	Iteration 25Q: 3 clusters Score -2.493821e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 139389 members 
Entering Unmasked Estep 
Score: -24938544.000000 Penalty: 6063.937012
	Iteration 26Q: 3 clusters Score -2.493854e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 141450 members 
Entering Unmasked Estep 
Score: -24938926.000000 Penalty: 6063.937012
	Iteration 27Q: 3 clusters Score -2.493893e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 143500 members 
Entering Unmasked Estep 
Score: -24939380.000000 Penalty: 6063.937012
	Iteration 28Q: 3 clusters Score -2.493938e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 145596 members 
Entering Unmasked Estep 
Score: -24939946.000000 Penalty: 6063.937012
	Iteration 29Q: 3 clusters Score -2.493995e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 147664 members 
Entering Unmasked Estep 
Score: -24940354.000000 Penalty: 6063.937012
	Iteration 30Q: 3 clusters Score -2.494035e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 149801 members 
Entering Unmasked Estep 
Score: -24940724.000000 Penalty: 6063.937012
	Iteration 31Q: 3 clusters Score -2.494072e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -24941184.000000 Penalty: 6063.937012
	Iteration 32Q: 3 clusters Score -2.494118e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -24941560.000000 Penalty: 6063.937012
	Iteration 33Q: 3 clusters Score -2.494156e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -24942082.000000 Penalty: 6063.937012
	Iteration 34Q: 3 clusters Score -2.494208e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 158995 members 
Entering Unmasked Estep 
Score: -24942718.000000 Penalty: 6063.937012
	Iteration 35Q: 3 clusters Score -2.494272e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -24943060.000000 Penalty: 6063.937012
	Iteration 36Q: 3 clusters Score -2.494306e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 163304 members 
Entering Unmasked Estep 
Score: -24943482.000000 Penalty: 6063.937012
	Iteration 37Q: 3 clusters Score -2.494348e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 165383 members 
Entering Unmasked Estep 
Score: -24943978.000000 Penalty: 6063.937012
	Iteration 38Q: 3 clusters Score -2.494398e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -24944360.000000 Penalty: 6063.937012
	Iteration 39Q: 3 clusters Score -2.494436e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 169265 members 
Entering Unmasked Estep 
Score: -24944606.000000 Penalty: 6063.937012
	Iteration 40F: 3 clusters Score -2.494461e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 171011 members 
Entering Unmasked Estep 
Score: -24944936.000000 Penalty: 6063.937012
	Iteration 41Q: 3 clusters Score -2.494494e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 172586 members 
Entering Unmasked Estep 
Score: -24945198.000000 Penalty: 6063.937012
	Iteration 42Q: 3 clusters Score -2.49452e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -24945280.000000 Penalty: 6063.937012
	Iteration 43Q: 3 clusters Score -2.494528e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 175551 members 
Entering Unmasked Estep 
Score: -24945432.000000 Penalty: 6063.937012
	Iteration 44Q: 3 clusters Score -2.494543e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 176926 members 
Entering Unmasked Estep 
Score: -24945570.000000 Penalty: 6063.937012
	Iteration 45Q: 3 clusters Score -2.494557e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 178206 members 
Entering Unmasked Estep 
Score: -24945752.000000 Penalty: 6063.937012
	Iteration 46Q: 3 clusters Score -2.494575e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -24945862.000000 Penalty: 6063.937012
	Iteration 47Q: 3 clusters Score -2.494586e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 180478 members 
Entering Unmasked Estep 
Score: -24945832.000000 Penalty: 6063.937012
	Iteration 48Q: 3 clusters Score -2.494583e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 181503 members 
Entering Unmasked Estep 
Score: -24945970.000000 Penalty: 6063.937012
	Iteration 49Q: 3 clusters Score -2.494597e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -24945956.000000 Penalty: 6063.937012
	Iteration 50Q: 3 clusters Score -2.494596e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 183352 members 
Entering Unmasked Estep 
Score: -24945982.000000 Penalty: 6063.937012
	Iteration 51Q: 3 clusters Score -2.494598e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 184202 members 
Entering Unmasked Estep 
Score: -24945940.000000 Penalty: 6063.937012
	Iteration 52Q: 3 clusters Score -2.494594e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 184984 members 
Entering Unmasked Estep 
Score: -24945886.000000 Penalty: 6063.937012
	Iteration 53Q: 3 clusters Score -2.494589e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 185751 members 
Entering Unmasked Estep 
Score: -24945930.000000 Penalty: 6063.937012
	Iteration 54Q: 3 clusters Score -2.494593e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 186459 members 
Entering Unmasked Estep 
Score: -24945926.000000 Penalty: 6063.937012
	Iteration 55Q: 3 clusters Score -2.494593e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 187108 members 
Entering Unmasked Estep 
Score: -24945924.000000 Penalty: 6063.937012
	Iteration 56Q: 3 clusters Score -2.494592e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 187691 members 
Entering Unmasked Estep 
Score: -24945972.000000 Penalty: 6063.937012
	Iteration 57Q: 3 clusters Score -2.494597e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -24945968.000000 Penalty: 6063.937012
	Iteration 58Q: 3 clusters Score -2.494597e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 188732 members 
Entering Unmasked Estep 
Score: -24945902.000000 Penalty: 6063.937012
	Iteration 59Q: 3 clusters Score -2.49459e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 189197 members 
Entering Unmasked Estep 
Score: -24945924.000000 Penalty: 6063.937012
	Iteration 60F: 3 clusters Score -2.494592e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 189602 members 
Entering Unmasked Estep 
Score: -24945978.000000 Penalty: 6063.937012
	Iteration 61Q: 3 clusters Score -2.494598e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -24945890.000000 Penalty: 6063.937012
	Iteration 62Q: 3 clusters Score -2.494589e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 190341 members 
Entering Unmasked Estep 
Score: -24945922.000000 Penalty: 6063.937012
	Iteration 63Q: 3 clusters Score -2.494592e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 190663 members 
Entering Unmasked Estep 
Score: -24945932.000000 Penalty: 6063.937012
	Iteration 64Q: 3 clusters Score -2.494593e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 190943 members 
Entering Unmasked Estep 
Score: -24946010.000000 Penalty: 6063.937012
	Iteration 65Q: 3 clusters Score -2.494601e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 191236 members 
Entering Unmasked Estep 
Score: -24945940.000000 Penalty: 6063.937012
	Iteration 66Q: 3 clusters Score -2.494594e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 191485 members 
Entering Unmasked Estep 
Score: -24945894.000000 Penalty: 6063.937012
	Iteration 67Q: 3 clusters Score -2.494589e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 191746 members 
Entering Unmasked Estep 
Score: -24945898.000000 Penalty: 6063.937012
	Iteration 68Q: 3 clusters Score -2.49459e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 192014 members 
Entering Unmasked Estep 
Score: -24945890.000000 Penalty: 6063.937012
	Iteration 69Q: 3 clusters Score -2.494589e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 192270 members 
Entering Unmasked Estep 
Score: -24945830.000000 Penalty: 6063.937012
	Iteration 70Q: 3 clusters Score -2.494583e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 192496 members 
Entering Unmasked Estep 
Score: -24945830.000000 Penalty: 6063.937012
	Iteration 71Q: 3 clusters Score -2.494583e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 192694 members 
Entering Unmasked Estep 
Score: -24945794.000000 Penalty: 6063.937012
	Iteration 72Q: 3 clusters Score -2.494579e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 192886 members 
Entering Unmasked Estep 
Score: -24945782.000000 Penalty: 6063.937012
	Iteration 73Q: 3 clusters Score -2.494578e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 193097 members 
Entering Unmasked Estep 
Score: -24945756.000000 Penalty: 6063.937012
	Iteration 74Q: 3 clusters Score -2.494576e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 193309 members 
Entering Unmasked Estep 
Score: -24945704.000000 Penalty: 6063.937012
	Iteration 75Q: 3 clusters Score -2.49457e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 193501 members 
Entering Unmasked Estep 
Score: -24945684.000000 Penalty: 6063.937012
	Iteration 76Q: 3 clusters Score -2.494568e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 193698 members 
Entering Unmasked Estep 
Score: -24945606.000000 Penalty: 6063.937012
	Iteration 77Q: 3 clusters Score -2.494561e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 193873 members 
Entering Unmasked Estep 
Score: -24945608.000000 Penalty: 6063.937012
	Iteration 78Q: 3 clusters Score -2.494561e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 194036 members 
Entering Unmasked Estep 
Score: -24945634.000000 Penalty: 6063.937012
	Iteration 79Q: 3 clusters Score -2.494563e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 194198 members 
Entering Unmasked Estep 
Score: -24945626.000000 Penalty: 6063.937012
	Iteration 80F: 3 clusters Score -2.494563e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 194341 members 
Entering Unmasked Estep 
Score: -24945608.000000 Penalty: 6063.937012
	Iteration 81Q: 3 clusters Score -2.494561e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 194462 members 
Entering Unmasked Estep 
Score: -24945598.000000 Penalty: 6063.937012
	Iteration 82Q: 3 clusters Score -2.49456e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 194581 members 
Entering Unmasked Estep 
Score: -24945576.000000 Penalty: 6063.937012
	Iteration 83Q: 3 clusters Score -2.494558e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 194691 members 
Entering Unmasked Estep 
Score: -24945580.000000 Penalty: 6063.937012
	Iteration 84Q: 3 clusters Score -2.494558e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 194800 members 
Entering Unmasked Estep 
Score: -24945602.000000 Penalty: 6063.937012
	Iteration 85Q: 3 clusters Score -2.49456e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 194891 members 
Entering Unmasked Estep 
Score: -24945576.000000 Penalty: 6063.937012
	Iteration 86Q: 3 clusters Score -2.494558e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 194996 members 
Entering Unmasked Estep 
Score: -24945570.000000 Penalty: 6063.937012
	Iteration 87Q: 3 clusters Score -2.494557e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 195110 members 
Entering Unmasked Estep 
Score: -24945562.000000 Penalty: 6063.937012
	Iteration 88Q: 3 clusters Score -2.494556e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -24945542.000000 Penalty: 6063.937012
	Iteration 89Q: 3 clusters Score -2.494554e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 195300 members 
Entering Unmasked Estep 
Score: -24945540.000000 Penalty: 6063.937012
	Iteration 90Q: 3 clusters Score -2.494554e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -24945538.000000 Penalty: 6063.937012
	Iteration 91Q: 3 clusters Score -2.494554e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 195483 members 
Entering Unmasked Estep 
Score: -24945480.000000 Penalty: 6063.937012
	Iteration 92Q: 3 clusters Score -2.494548e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -24945468.000000 Penalty: 6063.937012
	Iteration 93Q: 3 clusters Score -2.494547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 195644 members 
Entering Unmasked Estep 
Score: -24945406.000000 Penalty: 6063.937012
	Iteration 94Q: 3 clusters Score -2.494541e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 195714 members 
Entering Unmasked Estep 
Score: -24945450.000000 Penalty: 6063.937012
	Iteration 95Q: 3 clusters Score -2.494545e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 195792 members 
Entering Unmasked Estep 
Score: -24945444.000000 Penalty: 6063.937012
	Iteration 96Q: 3 clusters Score -2.494544e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 195848 members 
Entering Unmasked Estep 
Score: -24945434.000000 Penalty: 6063.937012
	Iteration 97Q: 3 clusters Score -2.494543e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 195904 members 
Entering Unmasked Estep 
Score: -24945440.000000 Penalty: 6063.937012
	Iteration 98Q: 3 clusters Score -2.494544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 195964 members 
Entering Unmasked Estep 
Score: -24945444.000000 Penalty: 6063.937012
	Iteration 99Q: 3 clusters Score -2.494544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 196038 members 
Entering Unmasked Estep 
Score: -24945402.000000 Penalty: 6063.937012
	Iteration 100F: 3 clusters Score -2.49454e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 196115 members 
Entering Unmasked Estep 
Score: -24945418.000000 Penalty: 6063.937012
	Iteration 101Q: 3 clusters Score -2.494542e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 196195 members 
Entering Unmasked Estep 
Score: -24945340.000000 Penalty: 6063.937012
	Iteration 102Q: 3 clusters Score -2.494534e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 196264 members 
Entering Unmasked Estep 
Score: -24945326.000000 Penalty: 6063.937012
	Iteration 103Q: 3 clusters Score -2.494533e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 196320 members 
Entering Unmasked Estep 
Score: -24945326.000000 Penalty: 6063.937012
	Iteration 104Q: 3 clusters Score -2.494533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 196355 members 
Entering Unmasked Estep 
Score: -24945304.000000 Penalty: 6063.937012
	Iteration 105Q: 3 clusters Score -2.49453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 196383 members 
Entering Unmasked Estep 
Score: -24945290.000000 Penalty: 6063.937012
	Iteration 106Q: 3 clusters Score -2.494529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 196412 members 
Entering Unmasked Estep 
Score: -24945296.000000 Penalty: 6063.937012
	Iteration 107Q: 3 clusters Score -2.49453e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 196447 members 
Entering Unmasked Estep 
Score: -24945284.000000 Penalty: 6063.937012
	Iteration 108Q: 3 clusters Score -2.494528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 196473 members 
Entering Unmasked Estep 
Score: -24945302.000000 Penalty: 6063.937012
	Iteration 109Q: 3 clusters Score -2.49453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 196499 members 
Entering Unmasked Estep 
Score: -24945298.000000 Penalty: 6063.937012
	Iteration 110Q: 3 clusters Score -2.49453e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 196524 members 
Entering Unmasked Estep 
Score: -24945252.000000 Penalty: 6063.937012
	Iteration 111Q: 3 clusters Score -2.494525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 196545 members 
Entering Unmasked Estep 
Score: -24945268.000000 Penalty: 6063.937012
	Iteration 112Q: 3 clusters Score -2.494527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 196556 members 
Entering Unmasked Estep 
Score: -24945274.000000 Penalty: 6063.937012
	Iteration 113Q: 3 clusters Score -2.494527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 196569 members 
Entering Unmasked Estep 
Score: -24945260.000000 Penalty: 6063.937012
	Iteration 114Q: 3 clusters Score -2.494526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -24945272.000000 Penalty: 6063.937012
	Iteration 115Q: 3 clusters Score -2.494527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 196595 members 
Entering Unmasked Estep 
Score: -24945262.000000 Penalty: 6063.937012
	Iteration 116Q: 3 clusters Score -2.494526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 196603 members 
Entering Unmasked Estep 
Score: -24945262.000000 Penalty: 6063.937012
	Iteration 117Q: 3 clusters Score -2.494526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 196616 members 
Entering Unmasked Estep 
Score: -24945266.000000 Penalty: 6063.937012
	Iteration 118Q: 3 clusters Score -2.494527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 196629 members 
Entering Unmasked Estep 
Score: -24945232.000000 Penalty: 6063.937012
	Iteration 119Q: 3 clusters Score -2.494523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -24945222.000000 Penalty: 6063.937012
	Iteration 120F: 3 clusters Score -2.494522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 196662 members 
Entering Unmasked Estep 
Score: -24945248.000000 Penalty: 6063.937012
	Iteration 121Q: 3 clusters Score -2.494525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 196686 members 
Entering Unmasked Estep 
Score: -24945206.000000 Penalty: 6063.937012
	Iteration 122Q: 3 clusters Score -2.494521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 196709 members 
Entering Unmasked Estep 
Score: -24945240.000000 Penalty: 6063.937012
	Iteration 123Q: 3 clusters Score -2.494524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 196723 members 
Entering Unmasked Estep 
Score: -24945222.000000 Penalty: 6063.937012
	Iteration 124Q: 3 clusters Score -2.494522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 196735 members 
Entering Unmasked Estep 
Score: -24945218.000000 Penalty: 6063.937012
	Iteration 125Q: 3 clusters Score -2.494522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 196742 members 
Entering Unmasked Estep 
Score: -24945202.000000 Penalty: 6063.937012
	Iteration 126Q: 3 clusters Score -2.49452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 196749 members 
Entering Unmasked Estep 
Score: -24945214.000000 Penalty: 6063.937012
	Iteration 127Q: 3 clusters Score -2.494521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 196754 members 
Entering Unmasked Estep 
Score: -24945204.000000 Penalty: 6063.937012
	Iteration 128Q: 3 clusters Score -2.49452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 196760 members 
Entering Unmasked Estep 
Score: -24945204.000000 Penalty: 6063.937012
	Iteration 129Q: 3 clusters Score -2.49452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 196765 members 
Entering Unmasked Estep 
Score: -24945210.000000 Penalty: 6063.937012
	Iteration 130Q: 3 clusters Score -2.494521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 196775 members 
Entering Unmasked Estep 
Score: -24945226.000000 Penalty: 6063.937012
	Iteration 131Q: 3 clusters Score -2.494523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 196786 members 
Entering Unmasked Estep 
Score: -24945234.000000 Penalty: 6063.937012
	Iteration 132Q: 3 clusters Score -2.494523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 196797 members 
Entering Unmasked Estep 
Score: -24945230.000000 Penalty: 6063.937012
	Iteration 133Q: 3 clusters Score -2.494523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 196812 members 
Entering Unmasked Estep 
Score: -24945204.000000 Penalty: 6063.937012
	Iteration 134Q: 3 clusters Score -2.49452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 196826 members 
Entering Unmasked Estep 
Score: -24945184.000000 Penalty: 6063.937012
	Iteration 135Q: 3 clusters Score -2.494518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 196837 members 
Entering Unmasked Estep 
Score: -24945170.000000 Penalty: 6063.937012
	Iteration 136Q: 3 clusters Score -2.494517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 196848 members 
Entering Unmasked Estep 
Score: -24945198.000000 Penalty: 6063.937012
	Iteration 137Q: 3 clusters Score -2.49452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 196853 members 
Entering Unmasked Estep 
Score: -24945180.000000 Penalty: 6063.937012
	Iteration 138Q: 3 clusters Score -2.494518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 196859 members 
Entering Unmasked Estep 
Score: -24945178.000000 Penalty: 6063.937012
	Iteration 139Q: 3 clusters Score -2.494518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 196861 members 
Entering Unmasked Estep 
Score: -24945178.000000 Penalty: 6063.937012
	Iteration 140F: 3 clusters Score -2.494518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -24945166.000000 Penalty: 6063.937012
	Iteration 141Q: 3 clusters Score -2.494517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 196865 members 
Entering Unmasked Estep 
Score: -24945166.000000 Penalty: 6063.937012
	Iteration 142Q: 3 clusters Score -2.494517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -24945168.000000 Penalty: 6063.937012
	Iteration 143Q: 3 clusters Score -2.494517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 196886 members 
Entering Unmasked Estep 
Score: -24945132.000000 Penalty: 6063.937012
	Iteration 144Q: 3 clusters Score -2.494513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 196900 members 
Entering Unmasked Estep 
Score: -24945156.000000 Penalty: 6063.937012
	Iteration 145Q: 3 clusters Score -2.494516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 196915 members 
Entering Unmasked Estep 
Score: -24945154.000000 Penalty: 6063.937012
	Iteration 146Q: 3 clusters Score -2.494515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 196926 members 
Entering Unmasked Estep 
Score: -24945148.000000 Penalty: 6063.937012
	Iteration 147Q: 3 clusters Score -2.494515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -24945142.000000 Penalty: 6063.937012
	Iteration 148Q: 3 clusters Score -2.494514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 196955 members 
Entering Unmasked Estep 
Score: -24945138.000000 Penalty: 6063.937012
	Iteration 149Q: 3 clusters Score -2.494514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 196963 members 
Entering Unmasked Estep 
Score: -24945140.000000 Penalty: 6063.937012
	Iteration 150Q: 3 clusters Score -2.494514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 196969 members 
Entering Unmasked Estep 
Score: -24945140.000000 Penalty: 6063.937012
	Iteration 151Q: 3 clusters Score -2.494514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 196975 members 
Entering Unmasked Estep 
Score: -24945150.000000 Penalty: 6063.937012
	Iteration 152Q: 3 clusters Score -2.494515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 196980 members 
Entering Unmasked Estep 
Score: -24945158.000000 Penalty: 6063.937012
	Iteration 153Q: 3 clusters Score -2.494516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 196984 members 
Entering Unmasked Estep 
Score: -24945142.000000 Penalty: 6063.937012
	Iteration 154Q: 3 clusters Score -2.494514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 196987 members 
Entering Unmasked Estep 
Score: -24945156.000000 Penalty: 6063.937012
	Iteration 155Q: 3 clusters Score -2.494516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 196989 members 
Entering Unmasked Estep 
Score: -24945152.000000 Penalty: 6063.937012
	Iteration 156Q: 3 clusters Score -2.494515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 196990 members 
Entering Unmasked Estep 
Score: -24945154.000000 Penalty: 6063.937012
	Iteration 157Q: 3 clusters Score -2.494515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 196990 members 
Entering Unmasked Estep 
Score: -24945154.000000 Penalty: 6063.937012
	Iteration 158F: 3 clusters Score -2.494515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Entering Unmasked Estep 
Score: -6241999.500000 Penalty: 2685.379395
	Iteration 0F: 2 clusters Score -6242000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -6208131.500000 Penalty: 5370.758789
	Iteration 0F: 3 clusters Score -6208132 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -6221079.000000 Penalty: 5370.758789
	Iteration 1F: 3 clusters Score -6221079 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6221662.000000 Penalty: 5370.758789
	Iteration 2Q: 3 clusters Score -6221662 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6222184.000000 Penalty: 5370.758789
	Iteration 3Q: 3 clusters Score -6222184 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -6222721.500000 Penalty: 5370.758789
	Iteration 4Q: 3 clusters Score -6222722 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6223293.500000 Penalty: 5370.758789
	Iteration 5Q: 3 clusters Score -6223294 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -6223987.500000 Penalty: 5370.758789
	Iteration 6Q: 3 clusters Score -6223988 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -6224790.500000 Penalty: 5370.758789
	Iteration 7Q: 3 clusters Score -6224790 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6225883.000000 Penalty: 5370.758789
	Iteration 8Q: 3 clusters Score -6225883 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -6227220.000000 Penalty: 5370.758789
	Iteration 9Q: 3 clusters Score -6227220 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6228836.500000 Penalty: 5370.758789
	Iteration 10F: 3 clusters Score -6228836 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -6230511.000000 Penalty: 5370.758789
	Iteration 11F: 3 clusters Score -6230511 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -6231924.000000 Penalty: 5370.758789
	Iteration 12Q: 3 clusters Score -6231924 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -6232983.000000 Penalty: 5370.758789
	Iteration 13Q: 3 clusters Score -6232983 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -6233650.500000 Penalty: 5370.758789
	Iteration 14Q: 3 clusters Score -6233650 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -6234007.500000 Penalty: 5370.758789
	Iteration 15Q: 3 clusters Score -6234008 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -6234317.500000 Penalty: 5370.758789
	Iteration 16Q: 3 clusters Score -6234318 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -6234571.000000 Penalty: 5370.758789
	Iteration 17Q: 3 clusters Score -6234571 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -6234803.000000 Penalty: 5370.758789
	Iteration 18Q: 3 clusters Score -6234803 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -6235019.000000 Penalty: 5370.758789
	Iteration 19Q: 3 clusters Score -6235019 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -6235279.500000 Penalty: 5370.758789
	Iteration 20F: 3 clusters Score -6235280 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -6235542.500000 Penalty: 5370.758789
	Iteration 21Q: 3 clusters Score -6235542 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -6235812.500000 Penalty: 5370.758789
	Iteration 22Q: 3 clusters Score -6235812 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -6236121.000000 Penalty: 5370.758789
	Iteration 23Q: 3 clusters Score -6236121 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -6236451.500000 Penalty: 5370.758789
	Iteration 24Q: 3 clusters Score -6236452 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6236790.000000 Penalty: 5370.758789
	Iteration 25Q: 3 clusters Score -6236790 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6237125.000000 Penalty: 5370.758789
	Iteration 26Q: 3 clusters Score -6237125 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6237468.500000 Penalty: 5370.758789
	Iteration 27Q: 3 clusters Score -6237468 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6237797.000000 Penalty: 5370.758789
	Iteration 28Q: 3 clusters Score -6237797 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6238060.000000 Penalty: 5370.758789
	Iteration 29Q: 3 clusters Score -6238060 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6238346.500000 Penalty: 5370.758789
	Iteration 30Q: 3 clusters Score -6238346 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6238570.000000 Penalty: 5370.758789
	Iteration 31Q: 3 clusters Score -6238570 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6238742.000000 Penalty: 5370.758789
	Iteration 32Q: 3 clusters Score -6238742 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6238907.000000 Penalty: 5370.758789
	Iteration 33Q: 3 clusters Score -6238907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6239082.000000 Penalty: 5370.758789
	Iteration 34Q: 3 clusters Score -6239082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6239193.000000 Penalty: 5370.758789
	Iteration 35Q: 3 clusters Score -6239193 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6239317.500000 Penalty: 5370.758789
	Iteration 36Q: 3 clusters Score -6239318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6239386.000000 Penalty: 5370.758789
	Iteration 37Q: 3 clusters Score -6239386 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6239442.500000 Penalty: 5370.758789
	Iteration 38Q: 3 clusters Score -6239442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6239480.000000 Penalty: 5370.758789
	Iteration 39Q: 3 clusters Score -6239480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6239527.000000 Penalty: 5370.758789
	Iteration 40F: 3 clusters Score -6239527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6239557.000000 Penalty: 5370.758789
	Iteration 41Q: 3 clusters Score -6239557 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6239581.000000 Penalty: 5370.758789
	Iteration 42Q: 3 clusters Score -6239581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6239594.000000 Penalty: 5370.758789
	Iteration 43Q: 3 clusters Score -6239594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6239612.000000 Penalty: 5370.758789
	Iteration 44Q: 3 clusters Score -6239612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6239629.000000 Penalty: 5370.758789
	Iteration 45Q: 3 clusters Score -6239629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6239645.500000 Penalty: 5370.758789
	Iteration 46Q: 3 clusters Score -6239646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6239655.000000 Penalty: 5370.758789
	Iteration 47Q: 3 clusters Score -6239655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6239674.000000 Penalty: 5370.758789
	Iteration 48Q: 3 clusters Score -6239674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6239679.500000 Penalty: 5370.758789
	Iteration 49Q: 3 clusters Score -6239680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6239695.000000 Penalty: 5370.758789
	Iteration 50Q: 3 clusters Score -6239695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6239694.000000 Penalty: 5370.758789
	Iteration 51Q: 3 clusters Score -6239694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6239699.000000 Penalty: 5370.758789
	Iteration 52Q: 3 clusters Score -6239699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6239702.500000 Penalty: 5370.758789
	Iteration 53Q: 3 clusters Score -6239702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6239713.500000 Penalty: 5370.758789
	Iteration 54Q: 3 clusters Score -6239714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6239713.500000 Penalty: 5370.758789
	Iteration 55Q: 3 clusters Score -6239714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6239734.500000 Penalty: 5370.758789
	Iteration 56Q: 3 clusters Score -6239734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6239743.000000 Penalty: 5370.758789
	Iteration 57Q: 3 clusters Score -6239743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6239748.500000 Penalty: 5370.758789
	Iteration 58Q: 3 clusters Score -6239748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6239749.000000 Penalty: 5370.758789
	Iteration 59Q: 3 clusters Score -6239749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6239752.500000 Penalty: 5370.758789
	Iteration 60F: 3 clusters Score -6239752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6239757.500000 Penalty: 5370.758789
	Iteration 61Q: 3 clusters Score -6239758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6239760.500000 Penalty: 5370.758789
	Iteration 62Q: 3 clusters Score -6239760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6239760.000000 Penalty: 5370.758789
	Iteration 63Q: 3 clusters Score -6239760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6239760.500000 Penalty: 5370.758789
	Iteration 64Q: 3 clusters Score -6239760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6239763.500000 Penalty: 5370.758789
	Iteration 65Q: 3 clusters Score -6239764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6239761.500000 Penalty: 5370.758789
	Iteration 66Q: 3 clusters Score -6239762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6239765.000000 Penalty: 5370.758789
	Iteration 67Q: 3 clusters Score -6239765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6239765.000000 Penalty: 5370.758789
	Iteration 68F: 3 clusters Score -6239765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Entering Unmasked Estep 
Score: -9493237.000000 Penalty: 2789.693604
	Iteration 0F: 2 clusters Score -9493237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -9441903.000000 Penalty: 5579.387207
	Iteration 0F: 3 clusters Score -9441903 nChanged 35906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -9462018.000000 Penalty: 5579.387207
	Iteration 1F: 3 clusters Score -9462018 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -9462681.000000 Penalty: 5579.387207
	Iteration 2Q: 3 clusters Score -9462681 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -9463366.000000 Penalty: 5579.387207
	Iteration 3Q: 3 clusters Score -9463366 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -9464246.000000 Penalty: 5579.387207
	Iteration 4Q: 3 clusters Score -9464246 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -9465486.000000 Penalty: 5579.387207
	Iteration 5Q: 3 clusters Score -9465486 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -9467255.000000 Penalty: 5579.387207
	Iteration 6Q: 3 clusters Score -9467255 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -9469865.000000 Penalty: 5579.387207
	Iteration 7F: 3 clusters Score -9469865 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -9473502.000000 Penalty: 5579.387207
	Iteration 8F: 3 clusters Score -9473502 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -9477907.000000 Penalty: 5579.387207
	Iteration 9F: 3 clusters Score -9477907 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -9482153.000000 Penalty: 5579.387207
	Iteration 10F: 3 clusters Score -9482153 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -9484768.000000 Penalty: 5579.387207
	Iteration 11Q: 3 clusters Score -9484768 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -9486019.000000 Penalty: 5579.387207
	Iteration 12Q: 3 clusters Score -9486019 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -9486604.000000 Penalty: 5579.387207
	Iteration 13Q: 3 clusters Score -9486604 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -9487092.000000 Penalty: 5579.387207
	Iteration 14Q: 3 clusters Score -9487092 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -9487492.000000 Penalty: 5579.387207
	Iteration 15Q: 3 clusters Score -9487492 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -9487823.000000 Penalty: 5579.387207
	Iteration 16Q: 3 clusters Score -9487823 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -9488112.000000 Penalty: 5579.387207
	Iteration 17Q: 3 clusters Score -9488112 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -9488386.000000 Penalty: 5579.387207
	Iteration 18Q: 3 clusters Score -9488386 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -9488605.000000 Penalty: 5579.387207
	Iteration 19Q: 3 clusters Score -9488605 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -9488784.000000 Penalty: 5579.387207
	Iteration 20F: 3 clusters Score -9488784 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -9488970.000000 Penalty: 5579.387207
	Iteration 21Q: 3 clusters Score -9488970 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -9489144.000000 Penalty: 5579.387207
	Iteration 22Q: 3 clusters Score -9489144 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 66262 members 
Entering Unmasked Estep 
Score: -9489324.000000 Penalty: 5579.387207
	Iteration 23Q: 3 clusters Score -9489324 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -9489515.000000 Penalty: 5579.387207
	Iteration 24Q: 3 clusters Score -9489515 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -9489685.000000 Penalty: 5579.387207
	Iteration 25Q: 3 clusters Score -9489685 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -9489862.000000 Penalty: 5579.387207
	Iteration 26Q: 3 clusters Score -9489862 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -9490026.000000 Penalty: 5579.387207
	Iteration 27Q: 3 clusters Score -9490026 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -9490141.000000 Penalty: 5579.387207
	Iteration 28Q: 3 clusters Score -9490141 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9490242.000000 Penalty: 5579.387207
	Iteration 29Q: 3 clusters Score -9490242 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -9490339.000000 Penalty: 5579.387207
	Iteration 30Q: 3 clusters Score -9490339 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9490417.000000 Penalty: 5579.387207
	Iteration 31Q: 3 clusters Score -9490417 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -9490539.000000 Penalty: 5579.387207
	Iteration 32Q: 3 clusters Score -9490539 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -9490628.000000 Penalty: 5579.387207
	Iteration 33Q: 3 clusters Score -9490628 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -9490728.000000 Penalty: 5579.387207
	Iteration 34Q: 3 clusters Score -9490728 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -9490796.000000 Penalty: 5579.387207
	Iteration 35Q: 3 clusters Score -9490796 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -9490866.000000 Penalty: 5579.387207
	Iteration 36Q: 3 clusters Score -9490866 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -9490941.000000 Penalty: 5579.387207
	Iteration 37Q: 3 clusters Score -9490941 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -9490951.000000 Penalty: 5579.387207
	Iteration 38Q: 3 clusters Score -9490951 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -9491011.000000 Penalty: 5579.387207
	Iteration 39Q: 3 clusters Score -9491011 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -9491052.000000 Penalty: 5579.387207
	Iteration 40F: 3 clusters Score -9491052 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -9491096.000000 Penalty: 5579.387207
	Iteration 41Q: 3 clusters Score -9491096 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -9491117.000000 Penalty: 5579.387207
	Iteration 42Q: 3 clusters Score -9491117 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -9491139.000000 Penalty: 5579.387207
	Iteration 43Q: 3 clusters Score -9491139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -9491171.000000 Penalty: 5579.387207
	Iteration 44Q: 3 clusters Score -9491171 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9491213.000000 Penalty: 5579.387207
	Iteration 45Q: 3 clusters Score -9491213 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -9491230.000000 Penalty: 5579.387207
	Iteration 46Q: 3 clusters Score -9491230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -9491251.000000 Penalty: 5579.387207
	Iteration 47Q: 3 clusters Score -9491251 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -9491248.000000 Penalty: 5579.387207
	Iteration 48Q: 3 clusters Score -9491248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -9491241.000000 Penalty: 5579.387207
	Iteration 49Q: 3 clusters Score -9491241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -9491258.000000 Penalty: 5579.387207
	Iteration 50Q: 3 clusters Score -9491258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -9491284.000000 Penalty: 5579.387207
	Iteration 51Q: 3 clusters Score -9491284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -9491307.000000 Penalty: 5579.387207
	Iteration 52Q: 3 clusters Score -9491307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -9491310.000000 Penalty: 5579.387207
	Iteration 53Q: 3 clusters Score -9491310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -9491318.000000 Penalty: 5579.387207
	Iteration 54Q: 3 clusters Score -9491318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -9491322.000000 Penalty: 5579.387207
	Iteration 55Q: 3 clusters Score -9491322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -9491322.000000 Penalty: 5579.387207
	Iteration 56Q: 3 clusters Score -9491322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -9491342.000000 Penalty: 5579.387207
	Iteration 57Q: 3 clusters Score -9491342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9491370.000000 Penalty: 5579.387207
	Iteration 58Q: 3 clusters Score -9491370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -9491369.000000 Penalty: 5579.387207
	Iteration 59Q: 3 clusters Score -9491369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -9491369.000000 Penalty: 5579.387207
	Iteration 60F: 3 clusters Score -9491369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -9491370.000000 Penalty: 5579.387207
	Iteration 61Q: 3 clusters Score -9491370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 74003 members 
Entering Unmasked Estep 
Score: -9491375.000000 Penalty: 5579.387207
	Iteration 62Q: 3 clusters Score -9491375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -9491370.000000 Penalty: 5579.387207
	Iteration 63Q: 3 clusters Score -9491370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -9491372.000000 Penalty: 5579.387207
	Iteration 64Q: 3 clusters Score -9491372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -9491364.000000 Penalty: 5579.387207
	Iteration 65Q: 3 clusters Score -9491364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -9491361.000000 Penalty: 5579.387207
	Iteration 66Q: 3 clusters Score -9491361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -9491368.000000 Penalty: 5579.387207
	Iteration 67Q: 3 clusters Score -9491368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -9491374.000000 Penalty: 5579.387207
	Iteration 68Q: 3 clusters Score -9491374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -9491370.000000 Penalty: 5579.387207
	Iteration 69Q: 3 clusters Score -9491370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -9491371.000000 Penalty: 5579.387207
	Iteration 70Q: 3 clusters Score -9491371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -9491373.000000 Penalty: 5579.387207
	Iteration 71Q: 3 clusters Score -9491373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -9491383.000000 Penalty: 5579.387207
	Iteration 72Q: 3 clusters Score -9491383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -9491379.000000 Penalty: 5579.387207
	Iteration 73Q: 3 clusters Score -9491379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9491378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -9491384.000000 Penalty: 5579.387207
	Iteration 75Q: 3 clusters Score -9491384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -9491390.000000 Penalty: 5579.387207
	Iteration 76Q: 3 clusters Score -9491390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -9491393.000000 Penalty: 5579.387207
	Iteration 77Q: 3 clusters Score -9491393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9491393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9491390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9491393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -9491394.000000 Penalty: 5579.387207
	Iteration 81Q: 3 clusters Score -9491394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -9491388.000000 Penalty: 5579.387207
	Iteration 82Q: 3 clusters Score -9491388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -9491391.000000 Penalty: 5579.387207
	Iteration 83Q: 3 clusters Score -9491391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9491382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9491384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9491397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9491392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9491391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9491394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9491393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
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	Iteration 91F: 3 clusters Score -9491393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 172556 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 15481 members 
Mstep: Class 5 contains 140870 members 
Mstep: Class 6 contains 197020 members 
Mstep: Class 7 contains 8561 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81363 members 
Mstep: Class 10 contains 11582 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6235 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 21675 members 
Mstep: Class 16 contains 182907 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 231604 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203960 members 
Mstep: Class 21 contains 50420 members 
Mstep: Class 22 contains 76785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 23 clusters Score -1.946646e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178687 members 
Mstep: Class 2 contains 172571 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 15468 members 
Mstep: Class 5 contains 140867 members 
Mstep: Class 6 contains 196991 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 81301 members 
Mstep: Class 10 contains 11801 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 21651 members 
Mstep: Class 16 contains 182812 members 
Mstep: Class 17 contains 13207 members 
Mstep: Class 18 contains 231645 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203918 members 
Mstep: Class 21 contains 50440 members 
Mstep: Class 22 contains 76770 members 
Entering Unmasked Estep 
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Iteration 200F: 23 clusters Score -1.946644e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 172576 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 15454 members 
Mstep: Class 5 contains 140885 members 
Mstep: Class 6 contains 196957 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 81257 members 
Mstep: Class 10 contains 11993 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 21635 members 
Mstep: Class 16 contains 182730 members 
Mstep: Class 17 contains 13218 members 
Mstep: Class 18 contains 231706 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203863 members 
Mstep: Class 21 contains 50457 members 
Mstep: Class 22 contains 76762 members 
Entering Unmasked Estep 
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Iteration 201Q: 23 clusters Score -1.946644e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 172579 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 140933 members 
Mstep: Class 6 contains 196899 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 4768 members 
Mstep: Class 9 contains 81220 members 
Mstep: Class 10 contains 12190 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 21609 members 
Mstep: Class 16 contains 182636 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 231781 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203799 members 
Mstep: Class 21 contains 50475 members 
Mstep: Class 22 contains 76744 members 
Entering Unmasked Estep 
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Iteration 202Q: 23 clusters Score -1.946643e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178598 members 
Mstep: Class 2 contains 172584 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 140957 members 
Mstep: Class 6 contains 196812 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 81168 members 
Mstep: Class 10 contains 12396 members 
Mstep: Class 11 contains 1339 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 21598 members 
Mstep: Class 16 contains 182542 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 231872 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203751 members 
Mstep: Class 21 contains 50487 members 
Mstep: Class 22 contains 76721 members 
Entering Unmasked Estep 
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Iteration 203Q: 23 clusters Score -1.946646e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178603 members 
Mstep: Class 2 contains 172564 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15400 members 
Mstep: Class 5 contains 140995 members 
Mstep: Class 6 contains 196736 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 81151 members 
Mstep: Class 10 contains 12602 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 21573 members 
Mstep: Class 16 contains 182442 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 231923 members 
Mstep: Class 19 contains 1181 members 
Mstep: Class 20 contains 203712 members 
Mstep: Class 21 contains 50495 members 
Mstep: Class 22 contains 76707 members 
Entering Unmasked Estep 
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Iteration 204Q: 23 clusters Score -1.946644e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 172557 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15382 members 
Mstep: Class 5 contains 141025 members 
Mstep: Class 6 contains 196663 members 
Mstep: Class 7 contains 8525 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 81128 members 
Mstep: Class 10 contains 12811 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6802 members 
Mstep: Class 15 contains 21535 members 
Mstep: Class 16 contains 182324 members 
Mstep: Class 17 contains 13265 members 
Mstep: Class 18 contains 231991 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 203666 members 
Mstep: Class 21 contains 50502 members 
Mstep: Class 22 contains 76692 members 
Entering Unmasked Estep 
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Iteration 205Q: 23 clusters Score -1.946646e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178619 members 
Mstep: Class 2 contains 172558 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15378 members 
Mstep: Class 5 contains 141035 members 
Mstep: Class 6 contains 196581 members 
Mstep: Class 7 contains 8513 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 81094 members 
Mstep: Class 10 contains 13009 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 21506 members 
Mstep: Class 16 contains 182209 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 232027 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 203670 members 
Mstep: Class 21 contains 50521 members 
Mstep: Class 22 contains 76690 members 
Entering Unmasked Estep 
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Iteration 206Q: 23 clusters Score -1.94665e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178631 members 
Mstep: Class 2 contains 172597 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15393 members 
Mstep: Class 5 contains 141051 members 
Mstep: Class 6 contains 196456 members 
Mstep: Class 7 contains 8506 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 81051 members 
Mstep: Class 10 contains 13230 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 21470 members 
Mstep: Class 16 contains 182087 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 231990 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 203718 members 
Mstep: Class 21 contains 50520 members 
Mstep: Class 22 contains 76702 members 
Entering Unmasked Estep 
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Iteration 207Q: 23 clusters Score -1.946648e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178635 members 
Mstep: Class 2 contains 172629 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 141077 members 
Mstep: Class 6 contains 196326 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 4765 members 
Mstep: Class 9 contains 81024 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 21428 members 
Mstep: Class 16 contains 181984 members 
Mstep: Class 17 contains 13309 members 
Mstep: Class 18 contains 231971 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203722 members 
Mstep: Class 21 contains 50521 members 
Mstep: Class 22 contains 76705 members 
Entering Unmasked Estep 
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Iteration 208Q: 23 clusters Score -1.946645e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178637 members 
Mstep: Class 2 contains 172648 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15424 members 
Mstep: Class 5 contains 141084 members 
Mstep: Class 6 contains 196212 members 
Mstep: Class 7 contains 8491 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 81009 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 21377 members 
Mstep: Class 16 contains 181886 members 
Mstep: Class 17 contains 13329 members 
Mstep: Class 18 contains 231924 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203731 members 
Mstep: Class 21 contains 50537 members 
Mstep: Class 22 contains 76725 members 
Entering Unmasked Estep 
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Iteration 209Q: 23 clusters Score -1.946643e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178641 members 
Mstep: Class 2 contains 172651 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15449 members 
Mstep: Class 5 contains 141081 members 
Mstep: Class 6 contains 196096 members 
Mstep: Class 7 contains 8486 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 80988 members 
Mstep: Class 10 contains 13982 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 21328 members 
Mstep: Class 16 contains 181787 members 
Mstep: Class 17 contains 13346 members 
Mstep: Class 18 contains 231871 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 203735 members 
Mstep: Class 21 contains 50546 members 
Mstep: Class 22 contains 76726 members 
Entering Unmasked Estep 
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Iteration 210Q: 23 clusters Score -1.946644e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178663 members 
Mstep: Class 2 contains 172632 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15498 members 
Mstep: Class 5 contains 141064 members 
Mstep: Class 6 contains 195949 members 
Mstep: Class 7 contains 8480 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 80956 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 21262 members 
Mstep: Class 16 contains 181707 members 
Mstep: Class 17 contains 13363 members 
Mstep: Class 18 contains 231879 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 203708 members 
Mstep: Class 21 contains 50548 members 
Mstep: Class 22 contains 76712 members 
Entering Unmasked Estep 
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Iteration 211Q: 23 clusters Score -1.946644e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178672 members 
Mstep: Class 2 contains 172644 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 141040 members 
Mstep: Class 6 contains 195769 members 
Mstep: Class 7 contains 8475 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 80944 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 11 contains 1340 members 
Mstep: Class 12 contains 6224 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 21187 members 
Mstep: Class 16 contains 181615 members 
Mstep: Class 17 contains 13389 members 
Mstep: Class 18 contains 231857 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 203673 members 
Mstep: Class 21 contains 50548 members 
Mstep: Class 22 contains 76704 members 
Entering Unmasked Estep 
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Iteration 212Q: 23 clusters Score -1.946647e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 172632 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15625 members 
Mstep: Class 5 contains 141041 members 
Mstep: Class 6 contains 195566 members 
Mstep: Class 7 contains 8467 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 80930 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6223 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 21106 members 
Mstep: Class 16 contains 181515 members 
Mstep: Class 17 contains 13408 members 
Mstep: Class 18 contains 231839 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203645 members 
Mstep: Class 21 contains 50545 members 
Mstep: Class 22 contains 76701 members 
Entering Unmasked Estep 
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Iteration 213Q: 23 clusters Score -1.946646e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 172608 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15664 members 
Mstep: Class 5 contains 141050 members 
Mstep: Class 6 contains 195386 members 
Mstep: Class 7 contains 8464 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 80904 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 21024 members 
Mstep: Class 16 contains 181400 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 231832 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203584 members 
Mstep: Class 21 contains 50557 members 
Mstep: Class 22 contains 76674 members 
Entering Unmasked Estep 
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Iteration 214Q: 23 clusters Score -1.946647e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178680 members 
Mstep: Class 2 contains 172595 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15696 members 
Mstep: Class 5 contains 141047 members 
Mstep: Class 6 contains 195197 members 
Mstep: Class 7 contains 8459 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 80878 members 
Mstep: Class 10 contains 15900 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6238 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 20915 members 
Mstep: Class 16 contains 181282 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 231859 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203535 members 
Mstep: Class 21 contains 50568 members 
Mstep: Class 22 contains 76662 members 
Entering Unmasked Estep 
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Iteration 215Q: 23 clusters Score -1.946652e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178655 members 
Mstep: Class 2 contains 172542 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15726 members 
Mstep: Class 5 contains 141040 members 
Mstep: Class 6 contains 195029 members 
Mstep: Class 7 contains 8458 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 80842 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 20797 members 
Mstep: Class 16 contains 181185 members 
Mstep: Class 17 contains 13450 members 
Mstep: Class 18 contains 231878 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203478 members 
Mstep: Class 21 contains 50578 members 
Mstep: Class 22 contains 76675 members 
Entering Unmasked Estep 
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Iteration 216Q: 23 clusters Score -1.946661e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178655 members 
Mstep: Class 2 contains 172472 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15772 members 
Mstep: Class 5 contains 141018 members 
Mstep: Class 6 contains 194812 members 
Mstep: Class 7 contains 8457 members 
Mstep: Class 8 contains 4759 members 
Mstep: Class 9 contains 80798 members 
Mstep: Class 10 contains 16887 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 20707 members 
Mstep: Class 16 contains 181085 members 
Mstep: Class 17 contains 13460 members 
Mstep: Class 18 contains 231896 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203454 members 
Mstep: Class 21 contains 50579 members 
Mstep: Class 22 contains 76669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666192.000000 Penalty: 77982.101562
Iteration 217Q: 23 clusters Score -1.946662e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178613 members 
Mstep: Class 2 contains 172418 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15827 members 
Mstep: Class 5 contains 140969 members 
Mstep: Class 6 contains 194654 members 
Mstep: Class 7 contains 8457 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 80771 members 
Mstep: Class 10 contains 17399 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 20598 members 
Mstep: Class 16 contains 180924 members 
Mstep: Class 17 contains 13473 members 
Mstep: Class 18 contains 231933 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203419 members 
Mstep: Class 21 contains 50602 members 
Mstep: Class 22 contains 76663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666480.000000 Penalty: 77982.101562
Iteration 218Q: 23 clusters Score -1.946665e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178547 members 
Mstep: Class 2 contains 172370 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 15919 members 
Mstep: Class 5 contains 140919 members 
Mstep: Class 6 contains 194507 members 
Mstep: Class 7 contains 8456 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 80754 members 
Mstep: Class 10 contains 17887 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 20499 members 
Mstep: Class 16 contains 180757 members 
Mstep: Class 17 contains 13493 members 
Mstep: Class 18 contains 231925 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203396 members 
Mstep: Class 21 contains 50617 members 
Mstep: Class 22 contains 76661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667088.000000 Penalty: 77982.101562
Iteration 219Q: 23 clusters Score -1.946671e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178488 members 
Mstep: Class 2 contains 172329 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 16012 members 
Mstep: Class 5 contains 140873 members 
Mstep: Class 6 contains 194376 members 
Mstep: Class 7 contains 8454 members 
Mstep: Class 8 contains 4761 members 
Mstep: Class 9 contains 80730 members 
Mstep: Class 10 contains 18413 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6802 members 
Mstep: Class 15 contains 20393 members 
Mstep: Class 16 contains 180618 members 
Mstep: Class 17 contains 13505 members 
Mstep: Class 18 contains 231880 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203353 members 
Mstep: Class 21 contains 50629 members 
Mstep: Class 22 contains 76647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668000.000000 Penalty: 77982.101562
Iteration 220F: 23 clusters Score -1.94668e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 172254 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 16106 members 
Mstep: Class 5 contains 140821 members 
Mstep: Class 6 contains 194233 members 
Mstep: Class 7 contains 8449 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 80713 members 
Mstep: Class 10 contains 19007 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6239 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 20266 members 
Mstep: Class 16 contains 180491 members 
Mstep: Class 17 contains 13513 members 
Mstep: Class 18 contains 231842 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 203326 members 
Mstep: Class 21 contains 50627 members 
Mstep: Class 22 contains 76620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668432.000000 Penalty: 77982.101562
Iteration 221Q: 23 clusters Score -1.946684e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178344 members 
Mstep: Class 2 contains 172155 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 16237 members 
Mstep: Class 5 contains 140744 members 
Mstep: Class 6 contains 194066 members 
Mstep: Class 7 contains 8441 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 80696 members 
Mstep: Class 10 contains 19633 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6807 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 180351 members 
Mstep: Class 17 contains 13520 members 
Mstep: Class 18 contains 231824 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203294 members 
Mstep: Class 21 contains 50632 members 
Mstep: Class 22 contains 76624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669152.000000 Penalty: 77982.101562
Iteration 222Q: 23 clusters Score -1.946692e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178300 members 
Mstep: Class 2 contains 172026 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 16355 members 
Mstep: Class 5 contains 140687 members 
Mstep: Class 6 contains 193908 members 
Mstep: Class 7 contains 8436 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 80679 members 
Mstep: Class 10 contains 20263 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 6809 members 
Mstep: Class 15 contains 19999 members 
Mstep: Class 16 contains 180204 members 
Mstep: Class 17 contains 13531 members 
Mstep: Class 18 contains 231787 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203253 members 
Mstep: Class 21 contains 50632 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669584.000000 Penalty: 77982.101562
Iteration 223Q: 23 clusters Score -1.946696e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178255 members 
Mstep: Class 2 contains 171886 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 16487 members 
Mstep: Class 5 contains 140634 members 
Mstep: Class 6 contains 193739 members 
Mstep: Class 7 contains 8426 members 
Mstep: Class 8 contains 4749 members 
Mstep: Class 9 contains 80666 members 
Mstep: Class 10 contains 20948 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 180057 members 
Mstep: Class 17 contains 13545 members 
Mstep: Class 18 contains 231712 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 203205 members 
Mstep: Class 21 contains 50640 members 
Mstep: Class 22 contains 76627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669888.000000 Penalty: 77982.101562
Iteration 224Q: 23 clusters Score -1.946699e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 171691 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 16623 members 
Mstep: Class 5 contains 140558 members 
Mstep: Class 6 contains 193630 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 80631 members 
Mstep: Class 10 contains 21589 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 179901 members 
Mstep: Class 17 contains 13552 members 
Mstep: Class 18 contains 231672 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 203190 members 
Mstep: Class 21 contains 50638 members 
Mstep: Class 22 contains 76625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669760.000000 Penalty: 77982.101562
Iteration 225Q: 23 clusters Score -1.946698e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178183 members 
Mstep: Class 2 contains 171482 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 16722 members 
Mstep: Class 5 contains 140456 members 
Mstep: Class 6 contains 193543 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 80605 members 
Mstep: Class 10 contains 22264 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 179769 members 
Mstep: Class 17 contains 13562 members 
Mstep: Class 18 contains 231606 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203201 members 
Mstep: Class 21 contains 50641 members 
Mstep: Class 22 contains 76626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670096.000000 Penalty: 77982.101562
Iteration 226Q: 23 clusters Score -1.946701e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 171249 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 16825 members 
Mstep: Class 5 contains 140383 members 
Mstep: Class 6 contains 193440 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 80609 members 
Mstep: Class 10 contains 22991 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 179627 members 
Mstep: Class 17 contains 13581 members 
Mstep: Class 18 contains 231520 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203186 members 
Mstep: Class 21 contains 50646 members 
Mstep: Class 22 contains 76614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670448.000000 Penalty: 77982.101562
Iteration 227Q: 23 clusters Score -1.946704e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178122 members 
Mstep: Class 2 contains 171011 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 16921 members 
Mstep: Class 5 contains 140303 members 
Mstep: Class 6 contains 193282 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 80614 members 
Mstep: Class 10 contains 23788 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6266 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 19304 members 
Mstep: Class 16 contains 179547 members 
Mstep: Class 17 contains 13594 members 
Mstep: Class 18 contains 231375 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203169 members 
Mstep: Class 21 contains 50647 members 
Mstep: Class 22 contains 76598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670384.000000 Penalty: 77982.101562
Iteration 228Q: 23 clusters Score -1.946704e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178103 members 
Mstep: Class 2 contains 170762 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17003 members 
Mstep: Class 5 contains 140211 members 
Mstep: Class 6 contains 193085 members 
Mstep: Class 7 contains 8386 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 80605 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 19193 members 
Mstep: Class 16 contains 179497 members 
Mstep: Class 17 contains 13606 members 
Mstep: Class 18 contains 231191 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203160 members 
Mstep: Class 21 contains 50651 members 
Mstep: Class 22 contains 76589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670816.000000 Penalty: 77982.101562
Iteration 229Q: 23 clusters Score -1.946708e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178095 members 
Mstep: Class 2 contains 170489 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17107 members 
Mstep: Class 5 contains 140112 members 
Mstep: Class 6 contains 192907 members 
Mstep: Class 7 contains 8379 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 80598 members 
Mstep: Class 10 contains 25407 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6253 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 179469 members 
Mstep: Class 17 contains 13612 members 
Mstep: Class 18 contains 231020 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203197 members 
Mstep: Class 21 contains 50639 members 
Mstep: Class 22 contains 76568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670896.000000 Penalty: 77982.101562
Iteration 230Q: 23 clusters Score -1.946709e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178061 members 
Mstep: Class 2 contains 170215 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17198 members 
Mstep: Class 5 contains 140001 members 
Mstep: Class 6 contains 192763 members 
Mstep: Class 7 contains 8375 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 80583 members 
Mstep: Class 10 contains 26219 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3297 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 16 contains 179421 members 
Mstep: Class 17 contains 13618 members 
Mstep: Class 18 contains 230894 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203191 members 
Mstep: Class 21 contains 50647 members 
Mstep: Class 22 contains 76542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671136.000000 Penalty: 77982.101562
Iteration 231Q: 23 clusters Score -1.946711e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178039 members 
Mstep: Class 2 contains 169938 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17310 members 
Mstep: Class 5 contains 139893 members 
Mstep: Class 6 contains 192559 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 80569 members 
Mstep: Class 10 contains 27037 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6240 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 18844 members 
Mstep: Class 16 contains 179412 members 
Mstep: Class 17 contains 13617 members 
Mstep: Class 18 contains 230783 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 203177 members 
Mstep: Class 21 contains 50632 members 
Mstep: Class 22 contains 76518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671376.000000 Penalty: 77982.101562
Iteration 232Q: 23 clusters Score -1.946714e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177984 members 
Mstep: Class 2 contains 169656 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17419 members 
Mstep: Class 5 contains 139764 members 
Mstep: Class 6 contains 192298 members 
Mstep: Class 7 contains 8359 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 80564 members 
Mstep: Class 10 contains 27915 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6827 members 
Mstep: Class 15 contains 18754 members 
Mstep: Class 16 contains 179385 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 230687 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203171 members 
Mstep: Class 21 contains 50620 members 
Mstep: Class 22 contains 76502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671728.000000 Penalty: 77982.101562
Iteration 233Q: 23 clusters Score -1.946717e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177939 members 
Mstep: Class 2 contains 169406 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 139611 members 
Mstep: Class 6 contains 192014 members 
Mstep: Class 7 contains 8353 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 80558 members 
Mstep: Class 10 contains 28838 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 18663 members 
Mstep: Class 16 contains 179331 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 230602 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203118 members 
Mstep: Class 21 contains 50608 members 
Mstep: Class 22 contains 76471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672144.000000 Penalty: 77982.101562
Iteration 234Q: 23 clusters Score -1.946721e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177886 members 
Mstep: Class 2 contains 169137 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17746 members 
Mstep: Class 5 contains 139471 members 
Mstep: Class 6 contains 191750 members 
Mstep: Class 7 contains 8346 members 
Mstep: Class 8 contains 4739 members 
Mstep: Class 9 contains 80548 members 
Mstep: Class 10 contains 29764 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 18574 members 
Mstep: Class 16 contains 179235 members 
Mstep: Class 17 contains 13616 members 
Mstep: Class 18 contains 230532 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203066 members 
Mstep: Class 21 contains 50601 members 
Mstep: Class 22 contains 76450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672240.000000 Penalty: 77982.101562
Iteration 235Q: 23 clusters Score -1.946722e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177840 members 
Mstep: Class 2 contains 168845 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 17898 members 
Mstep: Class 5 contains 139326 members 
Mstep: Class 6 contains 191478 members 
Mstep: Class 7 contains 8335 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 80528 members 
Mstep: Class 10 contains 30700 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6214 members 
Mstep: Class 13 contains 3303 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 18462 members 
Mstep: Class 16 contains 179147 members 
Mstep: Class 17 contains 13613 members 
Mstep: Class 18 contains 230480 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203018 members 
Mstep: Class 21 contains 50601 members 
Mstep: Class 22 contains 76444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672672.000000 Penalty: 77982.101562
Iteration 236Q: 23 clusters Score -1.946727e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177738 members 
Mstep: Class 2 contains 168607 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 18050 members 
Mstep: Class 5 contains 139131 members 
Mstep: Class 6 contains 191221 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 4736 members 
Mstep: Class 9 contains 80507 members 
Mstep: Class 10 contains 31714 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6207 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 6830 members 
Mstep: Class 15 contains 18353 members 
Mstep: Class 16 contains 179069 members 
Mstep: Class 17 contains 13614 members 
Mstep: Class 18 contains 230363 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203012 members 
Mstep: Class 21 contains 50597 members 
Mstep: Class 22 contains 76420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672704.000000 Penalty: 77982.101562
Iteration 237Q: 23 clusters Score -1.946727e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 168359 members 
Mstep: Class 3 contains 1532 members 
Mstep: Class 4 contains 18207 members 
Mstep: Class 5 contains 138941 members 
Mstep: Class 6 contains 190883 members 
Mstep: Class 7 contains 8322 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 80485 members 
Mstep: Class 10 contains 32787 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6201 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 6830 members 
Mstep: Class 15 contains 18217 members 
Mstep: Class 16 contains 178990 members 
Mstep: Class 17 contains 13616 members 
Mstep: Class 18 contains 230261 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203000 members 
Mstep: Class 21 contains 50566 members 
Mstep: Class 22 contains 76409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673040.000000 Penalty: 77982.101562
Iteration 238Q: 23 clusters Score -1.94673e+08 nChanged 3050
Entering ConstructFrom: 
Score: -194673040.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (177623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177623 members 
Entering Unmasked Estep 
Score: -21946068.000000 Penalty: 2997.679688
	Iteration 0F: 2 clusters Score -2.194607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -21833154.000000 Penalty: 5995.359375
	Iteration 0F: 3 clusters Score -2.183315e+07 nChanged 85226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -21883216.000000 Penalty: 5995.359375
	Iteration 1F: 3 clusters Score -2.188322e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -21884590.000000 Penalty: 5995.359375
	Iteration 2Q: 3 clusters Score -2.188459e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -21886924.000000 Penalty: 5995.359375
	Iteration 3Q: 3 clusters Score -2.188692e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106331 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -21890466.000000 Penalty: 5995.359375
	Iteration 4Q: 3 clusters Score -2.189047e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -21896196.000000 Penalty: 5995.359375
	Iteration 5F: 3 clusters Score -2.18962e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127469 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -21905468.000000 Penalty: 5995.359375
	Iteration 6F: 3 clusters Score -2.190547e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -21917902.000000 Penalty: 5995.359375
	Iteration 7F: 3 clusters Score -2.19179e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -21929806.000000 Penalty: 5995.359375
	Iteration 8F: 3 clusters Score -2.192981e+07 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164207 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -21937504.000000 Penalty: 5995.359375
	Iteration 9F: 3 clusters Score -2.19375e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -21941044.000000 Penalty: 5995.359375
	Iteration 10Q: 3 clusters Score -2.194104e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -21942764.000000 Penalty: 5995.359375
	Iteration 11Q: 3 clusters Score -2.194276e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21943596.000000 Penalty: 5995.359375
	Iteration 12Q: 3 clusters Score -2.19436e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175312 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -21943842.000000 Penalty: 5995.359375
	Iteration 13Q: 3 clusters Score -2.194384e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -21944052.000000 Penalty: 5995.359375
	Iteration 14Q: 3 clusters Score -2.194405e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -21944138.000000 Penalty: 5995.359375
	Iteration 15Q: 3 clusters Score -2.194414e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -21944248.000000 Penalty: 5995.359375
	Iteration 16Q: 3 clusters Score -2.194425e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21944282.000000 Penalty: 5995.359375
	Iteration 17Q: 3 clusters Score -2.194428e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21944376.000000 Penalty: 5995.359375
	Iteration 18Q: 3 clusters Score -2.194438e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175995 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21944428.000000 Penalty: 5995.359375
	Iteration 19Q: 3 clusters Score -2.194443e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21944412.000000 Penalty: 5995.359375
	Iteration 20F: 3 clusters Score -2.194441e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176015 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21944434.000000 Penalty: 5995.359375
	Iteration 21Q: 3 clusters Score -2.194443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176033 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21944468.000000 Penalty: 5995.359375
	Iteration 22Q: 3 clusters Score -2.194447e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176045 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21944458.000000 Penalty: 5995.359375
	Iteration 23Q: 3 clusters Score -2.194446e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -21944496.000000 Penalty: 5995.359375
	Iteration 24Q: 3 clusters Score -2.19445e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -21944526.000000 Penalty: 5995.359375
	Iteration 25Q: 3 clusters Score -2.194453e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176004 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21944530.000000 Penalty: 5995.359375
	Iteration 26Q: 3 clusters Score -2.194453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176003 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21944548.000000 Penalty: 5995.359375
	Iteration 27Q: 3 clusters Score -2.194455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175995 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21944562.000000 Penalty: 5995.359375
	Iteration 28Q: 3 clusters Score -2.194456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175990 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -21944576.000000 Penalty: 5995.359375
	Iteration 29Q: 3 clusters Score -2.194458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175982 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21944590.000000 Penalty: 5995.359375
	Iteration 30Q: 3 clusters Score -2.194459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175972 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21944564.000000 Penalty: 5995.359375
	Iteration 31Q: 3 clusters Score -2.194456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21944574.000000 Penalty: 5995.359375
	Iteration 32Q: 3 clusters Score -2.194457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -21944576.000000 Penalty: 5995.359375
	Iteration 33Q: 3 clusters Score -2.194458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21944614.000000 Penalty: 5995.359375
	Iteration 34Q: 3 clusters Score -2.194461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21944602.000000 Penalty: 5995.359375
	Iteration 35Q: 3 clusters Score -2.19446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175947 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -21944626.000000 Penalty: 5995.359375
	Iteration 36Q: 3 clusters Score -2.194463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -21944650.000000 Penalty: 5995.359375
	Iteration 37Q: 3 clusters Score -2.194465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175949 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21944644.000000 Penalty: 5995.359375
	Iteration 38Q: 3 clusters Score -2.194464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175952 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -21944658.000000 Penalty: 5995.359375
	Iteration 39Q: 3 clusters Score -2.194466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -21944652.000000 Penalty: 5995.359375
	Iteration 40F: 3 clusters Score -2.194465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175951 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21944666.000000 Penalty: 5995.359375
	Iteration 41Q: 3 clusters Score -2.194467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175953 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -21944684.000000 Penalty: 5995.359375
	Iteration 42Q: 3 clusters Score -2.194468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21944678.000000 Penalty: 5995.359375
	Iteration 43Q: 3 clusters Score -2.194468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -21944690.000000 Penalty: 5995.359375
	Iteration 44Q: 3 clusters Score -2.194469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175967 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -21944692.000000 Penalty: 5995.359375
	Iteration 45Q: 3 clusters Score -2.194469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175971 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -21944690.000000 Penalty: 5995.359375
	Iteration 46Q: 3 clusters Score -2.194469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21944674.000000 Penalty: 5995.359375
	Iteration 47Q: 3 clusters Score -2.194467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -21944700.000000 Penalty: 5995.359375
	Iteration 48Q: 3 clusters Score -2.19447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175963 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -21944700.000000 Penalty: 5995.359375
	Iteration 49Q: 3 clusters Score -2.19447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175966 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -21944714.000000 Penalty: 5995.359375
	Iteration 50Q: 3 clusters Score -2.194471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21944706.000000 Penalty: 5995.359375
	Iteration 51Q: 3 clusters Score -2.194471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21944696.000000 Penalty: 5995.359375
	Iteration 52Q: 3 clusters Score -2.19447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175964 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -21944716.000000 Penalty: 5995.359375
	Iteration 53Q: 3 clusters Score -2.194472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175962 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -21944710.000000 Penalty: 5995.359375
	Iteration 54Q: 3 clusters Score -2.194471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -21944702.000000 Penalty: 5995.359375
	Iteration 55Q: 3 clusters Score -2.19447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175959 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21944726.000000 Penalty: 5995.359375
	Iteration 56Q: 3 clusters Score -2.194473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175957 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21944724.000000 Penalty: 5995.359375
	Iteration 57Q: 3 clusters Score -2.194472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175955 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21944732.000000 Penalty: 5995.359375
	Iteration 58Q: 3 clusters Score -2.194473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175956 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21944722.000000 Penalty: 5995.359375
	Iteration 59Q: 3 clusters Score -2.194472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175956 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21944722.000000 Penalty: 5995.359375
	Iteration 60F: 3 clusters Score -2.194472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (168115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Entering Unmasked Estep 
Score: -20877714.000000 Penalty: 2984.036133
	Iteration 0F: 2 clusters Score -2.087771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -20766792.000000 Penalty: 5968.072266
	Iteration 0F: 3 clusters Score -2.076679e+07 nChanged 80974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -20814078.000000 Penalty: 5968.072266
	Iteration 1F: 3 clusters Score -2.081408e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -20814936.000000 Penalty: 5968.072266
	Iteration 2Q: 3 clusters Score -2.081494e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -20815928.000000 Penalty: 5968.072266
	Iteration 3Q: 3 clusters Score -2.081593e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -20817524.000000 Penalty: 5968.072266
	Iteration 4Q: 3 clusters Score -2.081752e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -20820210.000000 Penalty: 5968.072266
	Iteration 5Q: 3 clusters Score -2.082021e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -20824816.000000 Penalty: 5968.072266
	Iteration 6Q: 3 clusters Score -2.082482e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -20832502.000000 Penalty: 5968.072266
	Iteration 7F: 3 clusters Score -2.08325e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130910 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -20843894.000000 Penalty: 5968.072266
	Iteration 8F: 3 clusters Score -2.084389e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -20855782.000000 Penalty: 5968.072266
	Iteration 9F: 3 clusters Score -2.085578e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -20864772.000000 Penalty: 5968.072266
	Iteration 10F: 3 clusters Score -2.086477e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160366 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -20870242.000000 Penalty: 5968.072266
	Iteration 11Q: 3 clusters Score -2.087024e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -20872940.000000 Penalty: 5968.072266
	Iteration 12Q: 3 clusters Score -2.087294e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20874056.000000 Penalty: 5968.072266
	Iteration 13Q: 3 clusters Score -2.087406e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20874656.000000 Penalty: 5968.072266
	Iteration 14Q: 3 clusters Score -2.087466e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20874862.000000 Penalty: 5968.072266
	Iteration 15Q: 3 clusters Score -2.087486e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20874988.000000 Penalty: 5968.072266
	Iteration 16Q: 3 clusters Score -2.087499e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167403 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20875072.000000 Penalty: 5968.072266
	Iteration 17Q: 3 clusters Score -2.087507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -20875130.000000 Penalty: 5968.072266
	Iteration 18Q: 3 clusters Score -2.087513e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20875146.000000 Penalty: 5968.072266
	Iteration 19Q: 3 clusters Score -2.087515e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20875198.000000 Penalty: 5968.072266
	Iteration 20F: 3 clusters Score -2.08752e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167540 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20875216.000000 Penalty: 5968.072266
	Iteration 21Q: 3 clusters Score -2.087522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20875228.000000 Penalty: 5968.072266
	Iteration 22Q: 3 clusters Score -2.087523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167573 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20875260.000000 Penalty: 5968.072266
	Iteration 23Q: 3 clusters Score -2.087526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167577 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20875300.000000 Penalty: 5968.072266
	Iteration 24Q: 3 clusters Score -2.08753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167578 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20875316.000000 Penalty: 5968.072266
	Iteration 25Q: 3 clusters Score -2.087532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20875312.000000 Penalty: 5968.072266
	Iteration 26Q: 3 clusters Score -2.087531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167586 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20875330.000000 Penalty: 5968.072266
	Iteration 27Q: 3 clusters Score -2.087533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20875324.000000 Penalty: 5968.072266
	Iteration 28Q: 3 clusters Score -2.087532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20875338.000000 Penalty: 5968.072266
	Iteration 29Q: 3 clusters Score -2.087534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20875336.000000 Penalty: 5968.072266
	Iteration 30Q: 3 clusters Score -2.087534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20875336.000000 Penalty: 5968.072266
	Iteration 31Q: 3 clusters Score -2.087534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20875330.000000 Penalty: 5968.072266
	Iteration 32Q: 3 clusters Score -2.087533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20875342.000000 Penalty: 5968.072266
	Iteration 33Q: 3 clusters Score -2.087534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20875338.000000 Penalty: 5968.072266
	Iteration 34Q: 3 clusters Score -2.087534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20875340.000000 Penalty: 5968.072266
	Iteration 35Q: 3 clusters Score -2.087534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20875344.000000 Penalty: 5968.072266
	Iteration 36Q: 3 clusters Score -2.087534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20875344.000000 Penalty: 5968.072266
	Iteration 37F: 3 clusters Score -2.087534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -163820.843750 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -163820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -161575.171875 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -161575.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -162364.593750 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -162364.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162916.109375 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -162916.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -163283.062500 Penalty: 3638.151123
	Iteration 3F: 3 clusters Score -163283.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163450.828125 Penalty: 3638.151123
	Iteration 4F: 3 clusters Score -163450.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -163518.734375 Penalty: 3638.151123
	Iteration 5Q: 3 clusters Score -163518.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -163546.156250 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -163546.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -163565.546875 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -163565.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -163580.781250 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -163580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -163590.000000 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -163590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -163598.296875 Penalty: 3638.151123
	Iteration 10Q: 3 clusters Score -163598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -163603.250000 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -163603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -163611.828125 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -163611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -163618.500000 Penalty: 3638.151123
	Iteration 13Q: 3 clusters Score -163618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -163624.953125 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -163625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -163638.437500 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -163638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -163650.843750 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -163650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163654.968750 Penalty: 3638.151123
	Iteration 17Q: 3 clusters Score -163655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -163658.500000 Penalty: 3638.151123
	Iteration 18Q: 3 clusters Score -163658.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -163659.312500 Penalty: 3638.151123
	Iteration 19Q: 3 clusters Score -163659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -163659.640625 Penalty: 3638.151123
	Iteration 20F: 3 clusters Score -163659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Entering Unmasked Estep 
Score: -2209688.250000 Penalty: 2434.522217
	Iteration 0F: 2 clusters Score -2209688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2196676.250000 Penalty: 4869.044434
	Iteration 0F: 3 clusters Score -2196676 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2200931.500000 Penalty: 4869.044434
	Iteration 1F: 3 clusters Score -2200932 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2201251.750000 Penalty: 4869.044434
	Iteration 2Q: 3 clusters Score -2201252 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2201521.000000 Penalty: 4869.044434
	Iteration 3Q: 3 clusters Score -2201521 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2201760.000000 Penalty: 4869.044434
	Iteration 4Q: 3 clusters Score -2201760 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2201989.000000 Penalty: 4869.044434
	Iteration 5Q: 3 clusters Score -2201989 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2202270.000000 Penalty: 4869.044434
	Iteration 6Q: 3 clusters Score -2202270 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2202548.250000 Penalty: 4869.044434
	Iteration 7Q: 3 clusters Score -2202548 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2202843.000000 Penalty: 4869.044434
	Iteration 8Q: 3 clusters Score -2202843 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2203172.250000 Penalty: 4869.044434
	Iteration 9Q: 3 clusters Score -2203172 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2203529.750000 Penalty: 4869.044434
	Iteration 10Q: 3 clusters Score -2203530 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2203979.500000 Penalty: 4869.044434
	Iteration 11Q: 3 clusters Score -2203980 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2204529.250000 Penalty: 4869.044434
	Iteration 12Q: 3 clusters Score -2204529 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2205126.500000 Penalty: 4869.044434
	Iteration 13Q: 3 clusters Score -2205126 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2205721.500000 Penalty: 4869.044434
	Iteration 14Q: 3 clusters Score -2205722 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2206255.750000 Penalty: 4869.044434
	Iteration 15Q: 3 clusters Score -2206256 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2206648.750000 Penalty: 4869.044434
	Iteration 16Q: 3 clusters Score -2206649 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2206933.750000 Penalty: 4869.044434
	Iteration 17Q: 3 clusters Score -2206934 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2207114.750000 Penalty: 4869.044434
	Iteration 18Q: 3 clusters Score -2207115 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2207250.000000 Penalty: 4869.044434
	Iteration 19Q: 3 clusters Score -2207250 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2207379.250000 Penalty: 4869.044434
	Iteration 20F: 3 clusters Score -2207379 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2207464.500000 Penalty: 4869.044434
	Iteration 21Q: 3 clusters Score -2207464 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2207546.000000 Penalty: 4869.044434
	Iteration 22Q: 3 clusters Score -2207546 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2207641.250000 Penalty: 4869.044434
	Iteration 23Q: 3 clusters Score -2207641 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2207730.250000 Penalty: 4869.044434
	Iteration 24Q: 3 clusters Score -2207730 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2207796.500000 Penalty: 4869.044434
	Iteration 25Q: 3 clusters Score -2207796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2207836.250000 Penalty: 4869.044434
	Iteration 26Q: 3 clusters Score -2207836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2207873.500000 Penalty: 4869.044434
	Iteration 27Q: 3 clusters Score -2207874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2207903.250000 Penalty: 4869.044434
	Iteration 28Q: 3 clusters Score -2207903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2207936.750000 Penalty: 4869.044434
	Iteration 29Q: 3 clusters Score -2207937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2207960.750000 Penalty: 4869.044434
	Iteration 30Q: 3 clusters Score -2207961 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2207985.750000 Penalty: 4869.044434
	Iteration 31Q: 3 clusters Score -2207986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2207997.750000 Penalty: 4869.044434
	Iteration 32Q: 3 clusters Score -2207998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2208005.000000 Penalty: 4869.044434
	Iteration 33Q: 3 clusters Score -2208005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2208011.250000 Penalty: 4869.044434
	Iteration 34Q: 3 clusters Score -2208011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2208020.250000 Penalty: 4869.044434
	Iteration 35Q: 3 clusters Score -2208020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2208023.000000 Penalty: 4869.044434
	Iteration 36Q: 3 clusters Score -2208023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2208025.500000 Penalty: 4869.044434
	Iteration 37Q: 3 clusters Score -2208026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2208039.500000 Penalty: 4869.044434
	Iteration 38Q: 3 clusters Score -2208040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2208043.000000 Penalty: 4869.044434
	Iteration 39Q: 3 clusters Score -2208043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2208052.000000 Penalty: 4869.044434
	Iteration 40F: 3 clusters Score -2208052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2208053.250000 Penalty: 4869.044434
	Iteration 41Q: 3 clusters Score -2208053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2208057.250000 Penalty: 4869.044434
	Iteration 42Q: 3 clusters Score -2208057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2208061.000000 Penalty: 4869.044434
	Iteration 43Q: 3 clusters Score -2208061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2208061.000000 Penalty: 4869.044434
	Iteration 44Q: 3 clusters Score -2208061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2208064.000000 Penalty: 4869.044434
	Iteration 45Q: 3 clusters Score -2208064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2208070.000000 Penalty: 4869.044434
	Iteration 46Q: 3 clusters Score -2208070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2208071.250000 Penalty: 4869.044434
	Iteration 47Q: 3 clusters Score -2208071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2208071.750000 Penalty: 4869.044434
	Iteration 48Q: 3 clusters Score -2208072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2208070.000000 Penalty: 4869.044434
	Iteration 49Q: 3 clusters Score -2208070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2208071.250000 Penalty: 4869.044434
	Iteration 50Q: 3 clusters Score -2208071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2208073.250000 Penalty: 4869.044434
	Iteration 51Q: 3 clusters Score -2208073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2208072.250000 Penalty: 4869.044434
	Iteration 52Q: 3 clusters Score -2208072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2208072.250000 Penalty: 4869.044434
	Iteration 53F: 3 clusters Score -2208072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (138748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Entering Unmasked Estep 
Score: -17188046.000000 Penalty: 2936.422852
	Iteration 0F: 2 clusters Score -1.718805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -17095384.000000 Penalty: 5872.845703
	Iteration 0F: 3 clusters Score -1.709538e+07 nChanged 66276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -17134000.000000 Penalty: 5872.845703
	Iteration 1F: 3 clusters Score -1.7134e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -17135566.000000 Penalty: 5872.845703
	Iteration 2Q: 3 clusters Score -1.713557e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -17138060.000000 Penalty: 5872.845703
	Iteration 3Q: 3 clusters Score -1.713806e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -17142518.000000 Penalty: 5872.845703
	Iteration 4F: 3 clusters Score -1.714252e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94909 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -17149706.000000 Penalty: 5872.845703
	Iteration 5F: 3 clusters Score -1.714971e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -17159914.000000 Penalty: 5872.845703
	Iteration 6F: 3 clusters Score -1.715991e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114278 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -17170196.000000 Penalty: 5872.845703
	Iteration 7F: 3 clusters Score -1.71702e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -17177878.000000 Penalty: 5872.845703
	Iteration 8F: 3 clusters Score -1.717788e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123969 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -17181942.000000 Penalty: 5872.845703
	Iteration 9Q: 3 clusters Score -1.718194e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125754 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -17183646.000000 Penalty: 5872.845703
	Iteration 10Q: 3 clusters Score -1.718365e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -17184574.000000 Penalty: 5872.845703
	Iteration 11Q: 3 clusters Score -1.718457e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -17185016.000000 Penalty: 5872.845703
	Iteration 12Q: 3 clusters Score -1.718502e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -17185356.000000 Penalty: 5872.845703
	Iteration 13Q: 3 clusters Score -1.718536e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129593 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -17185552.000000 Penalty: 5872.845703
	Iteration 14Q: 3 clusters Score -1.718555e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130196 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -17185768.000000 Penalty: 5872.845703
	Iteration 15Q: 3 clusters Score -1.718577e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130783 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -17185918.000000 Penalty: 5872.845703
	Iteration 16Q: 3 clusters Score -1.718592e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131282 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -17186022.000000 Penalty: 5872.845703
	Iteration 17Q: 3 clusters Score -1.718602e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131732 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -17186124.000000 Penalty: 5872.845703
	Iteration 18Q: 3 clusters Score -1.718612e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -17186168.000000 Penalty: 5872.845703
	Iteration 19Q: 3 clusters Score -1.718617e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132435 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -17186230.000000 Penalty: 5872.845703
	Iteration 20F: 3 clusters Score -1.718623e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -17186270.000000 Penalty: 5872.845703
	Iteration 21Q: 3 clusters Score -1.718627e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133041 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -17186358.000000 Penalty: 5872.845703
	Iteration 22Q: 3 clusters Score -1.718636e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133304 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -17186402.000000 Penalty: 5872.845703
	Iteration 23Q: 3 clusters Score -1.71864e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133542 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -17186440.000000 Penalty: 5872.845703
	Iteration 24Q: 3 clusters Score -1.718644e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -17186456.000000 Penalty: 5872.845703
	Iteration 25Q: 3 clusters Score -1.718646e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -17186480.000000 Penalty: 5872.845703
	Iteration 26Q: 3 clusters Score -1.718648e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134041 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -17186492.000000 Penalty: 5872.845703
	Iteration 27Q: 3 clusters Score -1.718649e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134172 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -17186498.000000 Penalty: 5872.845703
	Iteration 28Q: 3 clusters Score -1.71865e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -17186514.000000 Penalty: 5872.845703
	Iteration 29Q: 3 clusters Score -1.718651e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134424 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -17186536.000000 Penalty: 5872.845703
	Iteration 30Q: 3 clusters Score -1.718654e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134547 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -17186582.000000 Penalty: 5872.845703
	Iteration 31Q: 3 clusters Score -1.718658e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134655 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -17186574.000000 Penalty: 5872.845703
	Iteration 32Q: 3 clusters Score -1.718657e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134746 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -17186578.000000 Penalty: 5872.845703
	Iteration 33Q: 3 clusters Score -1.718658e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -17186572.000000 Penalty: 5872.845703
	Iteration 34Q: 3 clusters Score -1.718657e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134894 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -17186584.000000 Penalty: 5872.845703
	Iteration 35Q: 3 clusters Score -1.718658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134978 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17186590.000000 Penalty: 5872.845703
	Iteration 36Q: 3 clusters Score -1.718659e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135045 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -17186608.000000 Penalty: 5872.845703
	Iteration 37Q: 3 clusters Score -1.718661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -17186650.000000 Penalty: 5872.845703
	Iteration 38Q: 3 clusters Score -1.718665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135153 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -17186662.000000 Penalty: 5872.845703
	Iteration 39Q: 3 clusters Score -1.718666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135198 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -17186642.000000 Penalty: 5872.845703
	Iteration 40F: 3 clusters Score -1.718664e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135238 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -17186634.000000 Penalty: 5872.845703
	Iteration 41Q: 3 clusters Score -1.718663e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135278 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -17186644.000000 Penalty: 5872.845703
	Iteration 42Q: 3 clusters Score -1.718664e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135316 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -17186668.000000 Penalty: 5872.845703
	Iteration 43Q: 3 clusters Score -1.718667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135348 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -17186680.000000 Penalty: 5872.845703
	Iteration 44Q: 3 clusters Score -1.718668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -17186686.000000 Penalty: 5872.845703
	Iteration 45Q: 3 clusters Score -1.718669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -17186678.000000 Penalty: 5872.845703
	Iteration 46Q: 3 clusters Score -1.718668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135418 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -17186684.000000 Penalty: 5872.845703
	Iteration 47Q: 3 clusters Score -1.718668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135437 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -17186692.000000 Penalty: 5872.845703
	Iteration 48Q: 3 clusters Score -1.718669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135463 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -17186710.000000 Penalty: 5872.845703
	Iteration 49Q: 3 clusters Score -1.718671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135485 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17186692.000000 Penalty: 5872.845703
	Iteration 50Q: 3 clusters Score -1.718669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -17186690.000000 Penalty: 5872.845703
	Iteration 51Q: 3 clusters Score -1.718669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135525 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -17186698.000000 Penalty: 5872.845703
	Iteration 52Q: 3 clusters Score -1.71867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -17186696.000000 Penalty: 5872.845703
	Iteration 53Q: 3 clusters Score -1.71867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135549 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -17186692.000000 Penalty: 5872.845703
	Iteration 54Q: 3 clusters Score -1.718669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135568 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -17186664.000000 Penalty: 5872.845703
	Iteration 55Q: 3 clusters Score -1.718666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135585 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -17186676.000000 Penalty: 5872.845703
	Iteration 56Q: 3 clusters Score -1.718668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135601 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -17186690.000000 Penalty: 5872.845703
	Iteration 57Q: 3 clusters Score -1.718669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135621 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -17186688.000000 Penalty: 5872.845703
	Iteration 58Q: 3 clusters Score -1.718669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135643 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -17186714.000000 Penalty: 5872.845703
	Iteration 59Q: 3 clusters Score -1.718671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135662 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -17186708.000000 Penalty: 5872.845703
	Iteration 60F: 3 clusters Score -1.718671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135678 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -17186708.000000 Penalty: 5872.845703
	Iteration 61Q: 3 clusters Score -1.718671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135691 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -17186712.000000 Penalty: 5872.845703
	Iteration 62Q: 3 clusters Score -1.718671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135703 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -17186704.000000 Penalty: 5872.845703
	Iteration 63Q: 3 clusters Score -1.71867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -17186710.000000 Penalty: 5872.845703
	Iteration 64Q: 3 clusters Score -1.718671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135713 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -17186712.000000 Penalty: 5872.845703
	Iteration 65Q: 3 clusters Score -1.718671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135719 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -17186716.000000 Penalty: 5872.845703
	Iteration 66Q: 3 clusters Score -1.718672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -17186730.000000 Penalty: 5872.845703
	Iteration 67Q: 3 clusters Score -1.718673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17186736.000000 Penalty: 5872.845703
	Iteration 68Q: 3 clusters Score -1.718674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135740 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -17186740.000000 Penalty: 5872.845703
	Iteration 69Q: 3 clusters Score -1.718674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135757 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -17186724.000000 Penalty: 5872.845703
	Iteration 70Q: 3 clusters Score -1.718672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135768 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -17186720.000000 Penalty: 5872.845703
	Iteration 71Q: 3 clusters Score -1.718672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -17186718.000000 Penalty: 5872.845703
	Iteration 72Q: 3 clusters Score -1.718672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135785 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -17186716.000000 Penalty: 5872.845703
	Iteration 73Q: 3 clusters Score -1.718672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135790 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -17186736.000000 Penalty: 5872.845703
	Iteration 74Q: 3 clusters Score -1.718674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135794 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -17186740.000000 Penalty: 5872.845703
	Iteration 75Q: 3 clusters Score -1.718674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -17186746.000000 Penalty: 5872.845703
	Iteration 76Q: 3 clusters Score -1.718675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135799 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -17186740.000000 Penalty: 5872.845703
	Iteration 77Q: 3 clusters Score -1.718674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135803 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -17186744.000000 Penalty: 5872.845703
	Iteration 78Q: 3 clusters Score -1.718674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135807 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -17186730.000000 Penalty: 5872.845703
	Iteration 79Q: 3 clusters Score -1.718673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -17186742.000000 Penalty: 5872.845703
	Iteration 80F: 3 clusters Score -1.718674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -17186748.000000 Penalty: 5872.845703
	Iteration 81Q: 3 clusters Score -1.718675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -17186742.000000 Penalty: 5872.845703
	Iteration 82Q: 3 clusters Score -1.718674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -17186746.000000 Penalty: 5872.845703
	Iteration 83Q: 3 clusters Score -1.718675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -17186748.000000 Penalty: 5872.845703
	Iteration 84Q: 3 clusters Score -1.718675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -17186744.000000 Penalty: 5872.845703
	Iteration 85Q: 3 clusters Score -1.718674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135834 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -17186738.000000 Penalty: 5872.845703
	Iteration 86Q: 3 clusters Score -1.718674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135837 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -17186728.000000 Penalty: 5872.845703
	Iteration 87Q: 3 clusters Score -1.718673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -17186732.000000 Penalty: 5872.845703
	Iteration 88Q: 3 clusters Score -1.718673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17186736.000000 Penalty: 5872.845703
	Iteration 89Q: 3 clusters Score -1.718674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17186742.000000 Penalty: 5872.845703
	Iteration 90Q: 3 clusters Score -1.718674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135844 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17186744.000000 Penalty: 5872.845703
	Iteration 91Q: 3 clusters Score -1.718674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17186736.000000 Penalty: 5872.845703
	Iteration 92Q: 3 clusters Score -1.718674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17186736.000000 Penalty: 5872.845703
	Iteration 93F: 3 clusters Score -1.718674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (190580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Entering Unmasked Estep 
Score: -23576138.000000 Penalty: 3015.141113
	Iteration 0F: 2 clusters Score -2.357614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -23459648.000000 Penalty: 6030.282227
	Iteration 0F: 3 clusters Score -2.345965e+07 nChanged 91670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -23513420.000000 Penalty: 6030.282227
	Iteration 1F: 3 clusters Score -2.351342e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -23514946.000000 Penalty: 6030.282227
	Iteration 2Q: 3 clusters Score -2.351495e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 92645 members 
Entering Unmasked Estep 
Score: -23516986.000000 Penalty: 6030.282227
	Iteration 3Q: 3 clusters Score -2.351699e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -23519654.000000 Penalty: 6030.282227
	Iteration 4Q: 3 clusters Score -2.351965e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -23523582.000000 Penalty: 6030.282227
	Iteration 5Q: 3 clusters Score -2.352358e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104789 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -23529478.000000 Penalty: 6030.282227
	Iteration 6F: 3 clusters Score -2.352948e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -23538144.000000 Penalty: 6030.282227
	Iteration 7F: 3 clusters Score -2.353814e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -23548446.000000 Penalty: 6030.282227
	Iteration 8F: 3 clusters Score -2.354845e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -23556738.000000 Penalty: 6030.282227
	Iteration 9F: 3 clusters Score -2.355674e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -23561222.000000 Penalty: 6030.282227
	Iteration 10Q: 3 clusters Score -2.356122e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 70410 members 
Entering Unmasked Estep 
Score: -23563942.000000 Penalty: 6030.282227
	Iteration 11Q: 3 clusters Score -2.356394e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -23565938.000000 Penalty: 6030.282227
	Iteration 12Q: 3 clusters Score -2.356594e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123524 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -23567688.000000 Penalty: 6030.282227
	Iteration 13Q: 3 clusters Score -2.356769e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124754 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -23569112.000000 Penalty: 6030.282227
	Iteration 14Q: 3 clusters Score -2.356911e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 64936 members 
Entering Unmasked Estep 
Score: -23570030.000000 Penalty: 6030.282227
	Iteration 15Q: 3 clusters Score -2.357003e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126245 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -23570526.000000 Penalty: 6030.282227
	Iteration 16Q: 3 clusters Score -2.357053e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126734 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -23570958.000000 Penalty: 6030.282227
	Iteration 17Q: 3 clusters Score -2.357096e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -23571432.000000 Penalty: 6030.282227
	Iteration 18Q: 3 clusters Score -2.357143e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -23571642.000000 Penalty: 6030.282227
	Iteration 19Q: 3 clusters Score -2.357164e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -23571834.000000 Penalty: 6030.282227
	Iteration 20F: 3 clusters Score -2.357183e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127814 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -23572040.000000 Penalty: 6030.282227
	Iteration 21Q: 3 clusters Score -2.357204e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -23572104.000000 Penalty: 6030.282227
	Iteration 22Q: 3 clusters Score -2.35721e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -23572272.000000 Penalty: 6030.282227
	Iteration 23Q: 3 clusters Score -2.357227e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -23572316.000000 Penalty: 6030.282227
	Iteration 24Q: 3 clusters Score -2.357232e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127975 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -23572372.000000 Penalty: 6030.282227
	Iteration 25Q: 3 clusters Score -2.357237e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127956 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -23572390.000000 Penalty: 6030.282227
	Iteration 26Q: 3 clusters Score -2.357239e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -23572440.000000 Penalty: 6030.282227
	Iteration 27Q: 3 clusters Score -2.357244e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -23572424.000000 Penalty: 6030.282227
	Iteration 28Q: 3 clusters Score -2.357242e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127891 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -23572498.000000 Penalty: 6030.282227
	Iteration 29Q: 3 clusters Score -2.35725e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127825 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -23572588.000000 Penalty: 6030.282227
	Iteration 30Q: 3 clusters Score -2.357259e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -23572552.000000 Penalty: 6030.282227
	Iteration 31Q: 3 clusters Score -2.357255e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -23572632.000000 Penalty: 6030.282227
	Iteration 32Q: 3 clusters Score -2.357263e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127684 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -23572650.000000 Penalty: 6030.282227
	Iteration 33Q: 3 clusters Score -2.357265e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -23572656.000000 Penalty: 6030.282227
	Iteration 34Q: 3 clusters Score -2.357266e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -23572662.000000 Penalty: 6030.282227
	Iteration 35Q: 3 clusters Score -2.357266e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -23572644.000000 Penalty: 6030.282227
	Iteration 36Q: 3 clusters Score -2.357264e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -23572626.000000 Penalty: 6030.282227
	Iteration 37Q: 3 clusters Score -2.357263e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127283 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -23572592.000000 Penalty: 6030.282227
	Iteration 38Q: 3 clusters Score -2.357259e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127178 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -23572588.000000 Penalty: 6030.282227
	Iteration 39Q: 3 clusters Score -2.357259e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -23572584.000000 Penalty: 6030.282227
	Iteration 40F: 3 clusters Score -2.357258e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126955 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -23572650.000000 Penalty: 6030.282227
	Iteration 41Q: 3 clusters Score -2.357265e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -23572622.000000 Penalty: 6030.282227
	Iteration 42Q: 3 clusters Score -2.357262e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -23572640.000000 Penalty: 6030.282227
	Iteration 43Q: 3 clusters Score -2.357264e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -23572628.000000 Penalty: 6030.282227
	Iteration 44Q: 3 clusters Score -2.357263e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -23572614.000000 Penalty: 6030.282227
	Iteration 45Q: 3 clusters Score -2.357261e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -23572610.000000 Penalty: 6030.282227
	Iteration 46Q: 3 clusters Score -2.357261e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126023 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -23572590.000000 Penalty: 6030.282227
	Iteration 47Q: 3 clusters Score -2.357259e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -23572618.000000 Penalty: 6030.282227
	Iteration 48Q: 3 clusters Score -2.357262e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -23572614.000000 Penalty: 6030.282227
	Iteration 49Q: 3 clusters Score -2.357261e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125242 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -23572684.000000 Penalty: 6030.282227
	Iteration 50Q: 3 clusters Score -2.357268e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124919 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -23572718.000000 Penalty: 6030.282227
	Iteration 51Q: 3 clusters Score -2.357272e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124552 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -23572726.000000 Penalty: 6030.282227
	Iteration 52Q: 3 clusters Score -2.357273e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -23572714.000000 Penalty: 6030.282227
	Iteration 53Q: 3 clusters Score -2.357271e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -23572820.000000 Penalty: 6030.282227
	Iteration 54Q: 3 clusters Score -2.357282e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -23572806.000000 Penalty: 6030.282227
	Iteration 55Q: 3 clusters Score -2.357281e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122373 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -23572970.000000 Penalty: 6030.282227
	Iteration 56Q: 3 clusters Score -2.357297e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -23573004.000000 Penalty: 6030.282227
	Iteration 57Q: 3 clusters Score -2.3573e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120944 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -23573128.000000 Penalty: 6030.282227
	Iteration 58Q: 3 clusters Score -2.357313e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120109 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -23573358.000000 Penalty: 6030.282227
	Iteration 59Q: 3 clusters Score -2.357336e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119219 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -23573522.000000 Penalty: 6030.282227
	Iteration 60F: 3 clusters Score -2.357352e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118219 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -23573856.000000 Penalty: 6030.282227
	Iteration 61Q: 3 clusters Score -2.357386e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -23574054.000000 Penalty: 6030.282227
	Iteration 62Q: 3 clusters Score -2.357405e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -23574368.000000 Penalty: 6030.282227
	Iteration 63Q: 3 clusters Score -2.357437e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114319 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -23574760.000000 Penalty: 6030.282227
	Iteration 64Q: 3 clusters Score -2.357476e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -23575278.000000 Penalty: 6030.282227
	Iteration 65Q: 3 clusters Score -2.357528e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111122 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -23575756.000000 Penalty: 6030.282227
	Iteration 66Q: 3 clusters Score -2.357576e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109446 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -23576218.000000 Penalty: 6030.282227
	Iteration 67Q: 3 clusters Score -2.357622e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -23576666.000000 Penalty: 6030.282227
	Iteration 68Q: 3 clusters Score -2.357667e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -23577140.000000 Penalty: 6030.282227
	Iteration 69Q: 3 clusters Score -2.357714e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -23577566.000000 Penalty: 6030.282227
	Iteration 70Q: 3 clusters Score -2.357757e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -23577850.000000 Penalty: 6030.282227
	Iteration 71Q: 3 clusters Score -2.357785e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -23578106.000000 Penalty: 6030.282227
	Iteration 72Q: 3 clusters Score -2.357811e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 90159 members 
Entering Unmasked Estep 
Score: -23578354.000000 Penalty: 6030.282227
	Iteration 73Q: 3 clusters Score -2.357835e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
Score: -23578508.000000 Penalty: 6030.282227
	Iteration 74Q: 3 clusters Score -2.357851e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98118 members 
Mstep: Class 2 contains 92462 members 
Entering Unmasked Estep 
Score: -23578604.000000 Penalty: 6030.282227
	Iteration 75Q: 3 clusters Score -2.35786e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -23578588.000000 Penalty: 6030.282227
	Iteration 76Q: 3 clusters Score -2.357859e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -23578580.000000 Penalty: 6030.282227
	Iteration 77Q: 3 clusters Score -2.357858e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -23578668.000000 Penalty: 6030.282227
	Iteration 78Q: 3 clusters Score -2.357867e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -23578760.000000 Penalty: 6030.282227
	Iteration 79Q: 3 clusters Score -2.357876e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -23578742.000000 Penalty: 6030.282227
	Iteration 80F: 3 clusters Score -2.357874e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -23578744.000000 Penalty: 6030.282227
	Iteration 81Q: 3 clusters Score -2.357874e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -23578710.000000 Penalty: 6030.282227
	Iteration 82Q: 3 clusters Score -2.357871e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -23578782.000000 Penalty: 6030.282227
	Iteration 83Q: 3 clusters Score -2.357878e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91987 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -23578782.000000 Penalty: 6030.282227
	Iteration 84Q: 3 clusters Score -2.357878e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -23578818.000000 Penalty: 6030.282227
	Iteration 85Q: 3 clusters Score -2.357882e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -23578792.000000 Penalty: 6030.282227
	Iteration 86Q: 3 clusters Score -2.357879e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90844 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -23578762.000000 Penalty: 6030.282227
	Iteration 87Q: 3 clusters Score -2.357876e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 100087 members 
Entering Unmasked Estep 
Score: -23578734.000000 Penalty: 6030.282227
	Iteration 88Q: 3 clusters Score -2.357873e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -23578728.000000 Penalty: 6030.282227
	Iteration 89Q: 3 clusters Score -2.357873e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -23578738.000000 Penalty: 6030.282227
	Iteration 90Q: 3 clusters Score -2.357874e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -23578774.000000 Penalty: 6030.282227
	Iteration 91Q: 3 clusters Score -2.357877e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -23578780.000000 Penalty: 6030.282227
	Iteration 92Q: 3 clusters Score -2.357878e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -23578770.000000 Penalty: 6030.282227
	Iteration 93Q: 3 clusters Score -2.357877e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -23578768.000000 Penalty: 6030.282227
	Iteration 94Q: 3 clusters Score -2.357877e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -23578754.000000 Penalty: 6030.282227
	Iteration 95Q: 3 clusters Score -2.357875e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -23578794.000000 Penalty: 6030.282227
	Iteration 96Q: 3 clusters Score -2.357879e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 102260 members 
Entering Unmasked Estep 
Score: -23578742.000000 Penalty: 6030.282227
	Iteration 97Q: 3 clusters Score -2.357874e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88177 members 
Mstep: Class 2 contains 102403 members 
Entering Unmasked Estep 
Score: -23578756.000000 Penalty: 6030.282227
	Iteration 98Q: 3 clusters Score -2.357876e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 102535 members 
Entering Unmasked Estep 
Score: -23578778.000000 Penalty: 6030.282227
	Iteration 99Q: 3 clusters Score -2.357878e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87903 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -23578762.000000 Penalty: 6030.282227
	Iteration 100F: 3 clusters Score -2.357876e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -23578774.000000 Penalty: 6030.282227
	Iteration 101Q: 3 clusters Score -2.357877e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 102894 members 
Entering Unmasked Estep 
Score: -23578796.000000 Penalty: 6030.282227
	Iteration 102Q: 3 clusters Score -2.35788e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -23578792.000000 Penalty: 6030.282227
	Iteration 103Q: 3 clusters Score -2.357879e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -23578824.000000 Penalty: 6030.282227
	Iteration 104Q: 3 clusters Score -2.357882e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 103115 members 
Entering Unmasked Estep 
Score: -23578810.000000 Penalty: 6030.282227
	Iteration 105Q: 3 clusters Score -2.357881e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 103168 members 
Entering Unmasked Estep 
Score: -23578770.000000 Penalty: 6030.282227
	Iteration 106Q: 3 clusters Score -2.357877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 103225 members 
Entering Unmasked Estep 
Score: -23578752.000000 Penalty: 6030.282227
	Iteration 107Q: 3 clusters Score -2.357875e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -23578758.000000 Penalty: 6030.282227
	Iteration 108Q: 3 clusters Score -2.357876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -23578778.000000 Penalty: 6030.282227
	Iteration 109Q: 3 clusters Score -2.357878e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -23578770.000000 Penalty: 6030.282227
	Iteration 110Q: 3 clusters Score -2.357877e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -23578760.000000 Penalty: 6030.282227
	Iteration 111Q: 3 clusters Score -2.357876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 103450 members 
Entering Unmasked Estep 
Score: -23578770.000000 Penalty: 6030.282227
	Iteration 112Q: 3 clusters Score -2.357877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 103492 members 
Entering Unmasked Estep 
Score: -23578778.000000 Penalty: 6030.282227
	Iteration 113Q: 3 clusters Score -2.357878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -23578792.000000 Penalty: 6030.282227
	Iteration 114Q: 3 clusters Score -2.357879e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -23578814.000000 Penalty: 6030.282227
	Iteration 115Q: 3 clusters Score -2.357881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 103572 members 
Entering Unmasked Estep 
Score: -23578832.000000 Penalty: 6030.282227
	Iteration 116Q: 3 clusters Score -2.357883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 103590 members 
Entering Unmasked Estep 
Score: -23578824.000000 Penalty: 6030.282227
	Iteration 117Q: 3 clusters Score -2.357882e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -23578830.000000 Penalty: 6030.282227
	Iteration 118Q: 3 clusters Score -2.357883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -23578830.000000 Penalty: 6030.282227
	Iteration 119Q: 3 clusters Score -2.357883e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 103671 members 
Entering Unmasked Estep 
Score: -23578844.000000 Penalty: 6030.282227
	Iteration 120F: 3 clusters Score -2.357884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 103693 members 
Entering Unmasked Estep 
Score: -23578864.000000 Penalty: 6030.282227
	Iteration 121Q: 3 clusters Score -2.357886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -23578862.000000 Penalty: 6030.282227
	Iteration 122Q: 3 clusters Score -2.357886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -23578854.000000 Penalty: 6030.282227
	Iteration 123Q: 3 clusters Score -2.357885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -23578872.000000 Penalty: 6030.282227
	Iteration 124Q: 3 clusters Score -2.357887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86807 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -23578862.000000 Penalty: 6030.282227
	Iteration 125Q: 3 clusters Score -2.357886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -23578842.000000 Penalty: 6030.282227
	Iteration 126Q: 3 clusters Score -2.357884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 103798 members 
Entering Unmasked Estep 
Score: -23578852.000000 Penalty: 6030.282227
	Iteration 127Q: 3 clusters Score -2.357885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 103808 members 
Entering Unmasked Estep 
Score: -23578846.000000 Penalty: 6030.282227
	Iteration 128Q: 3 clusters Score -2.357885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 103821 members 
Entering Unmasked Estep 
Score: -23578854.000000 Penalty: 6030.282227
	Iteration 129Q: 3 clusters Score -2.357885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -23578860.000000 Penalty: 6030.282227
	Iteration 130Q: 3 clusters Score -2.357886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 103852 members 
Entering Unmasked Estep 
Score: -23578852.000000 Penalty: 6030.282227
	Iteration 131Q: 3 clusters Score -2.357885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -23578856.000000 Penalty: 6030.282227
	Iteration 132Q: 3 clusters Score -2.357886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 103886 members 
Entering Unmasked Estep 
Score: -23578876.000000 Penalty: 6030.282227
	Iteration 133Q: 3 clusters Score -2.357888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 103907 members 
Entering Unmasked Estep 
Score: -23578870.000000 Penalty: 6030.282227
	Iteration 134Q: 3 clusters Score -2.357887e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -23578866.000000 Penalty: 6030.282227
	Iteration 135Q: 3 clusters Score -2.357887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -23578858.000000 Penalty: 6030.282227
	Iteration 136Q: 3 clusters Score -2.357886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86615 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -23578858.000000 Penalty: 6030.282227
	Iteration 137Q: 3 clusters Score -2.357886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -23578846.000000 Penalty: 6030.282227
	Iteration 138Q: 3 clusters Score -2.357885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -23578874.000000 Penalty: 6030.282227
	Iteration 139Q: 3 clusters Score -2.357887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -23578896.000000 Penalty: 6030.282227
	Iteration 140F: 3 clusters Score -2.35789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -23578870.000000 Penalty: 6030.282227
	Iteration 141Q: 3 clusters Score -2.357887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -23578874.000000 Penalty: 6030.282227
	Iteration 142Q: 3 clusters Score -2.357887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -23578902.000000 Penalty: 6030.282227
	Iteration 143Q: 3 clusters Score -2.35789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 104082 members 
Entering Unmasked Estep 
Score: -23578878.000000 Penalty: 6030.282227
	Iteration 144Q: 3 clusters Score -2.357888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86485 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -23578872.000000 Penalty: 6030.282227
	Iteration 145Q: 3 clusters Score -2.357887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -23578902.000000 Penalty: 6030.282227
	Iteration 146Q: 3 clusters Score -2.35789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 104116 members 
Entering Unmasked Estep 
Score: -23578892.000000 Penalty: 6030.282227
	Iteration 147Q: 3 clusters Score -2.357889e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 104134 members 
Entering Unmasked Estep 
Score: -23578906.000000 Penalty: 6030.282227
	Iteration 148Q: 3 clusters Score -2.357891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86435 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -23578904.000000 Penalty: 6030.282227
	Iteration 149Q: 3 clusters Score -2.35789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 104157 members 
Entering Unmasked Estep 
Score: -23578908.000000 Penalty: 6030.282227
	Iteration 150Q: 3 clusters Score -2.357891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -23578894.000000 Penalty: 6030.282227
	Iteration 151Q: 3 clusters Score -2.357889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -23578900.000000 Penalty: 6030.282227
	Iteration 152Q: 3 clusters Score -2.35789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 104175 members 
Entering Unmasked Estep 
Score: -23578880.000000 Penalty: 6030.282227
	Iteration 153Q: 3 clusters Score -2.357888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 104183 members 
Entering Unmasked Estep 
Score: -23578898.000000 Penalty: 6030.282227
	Iteration 154Q: 3 clusters Score -2.35789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 104191 members 
Entering Unmasked Estep 
Score: -23578898.000000 Penalty: 6030.282227
	Iteration 155Q: 3 clusters Score -2.35789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -23578892.000000 Penalty: 6030.282227
	Iteration 156Q: 3 clusters Score -2.357889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 104207 members 
Entering Unmasked Estep 
Score: -23578886.000000 Penalty: 6030.282227
	Iteration 157Q: 3 clusters Score -2.357889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -23578908.000000 Penalty: 6030.282227
	Iteration 158Q: 3 clusters Score -2.357891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -23578894.000000 Penalty: 6030.282227
	Iteration 159Q: 3 clusters Score -2.357889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -23578902.000000 Penalty: 6030.282227
	Iteration 160F: 3 clusters Score -2.35789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 104224 members 
Entering Unmasked Estep 
Score: -23578902.000000 Penalty: 6030.282227
	Iteration 161Q: 3 clusters Score -2.35789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86350 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -23578896.000000 Penalty: 6030.282227
	Iteration 162Q: 3 clusters Score -2.35789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -23578908.000000 Penalty: 6030.282227
	Iteration 163Q: 3 clusters Score -2.357891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -23578910.000000 Penalty: 6030.282227
	Iteration 164Q: 3 clusters Score -2.357891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 104246 members 
Entering Unmasked Estep 
Score: -23578892.000000 Penalty: 6030.282227
	Iteration 165Q: 3 clusters Score -2.357889e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -23578880.000000 Penalty: 6030.282227
	Iteration 166Q: 3 clusters Score -2.357888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -23578890.000000 Penalty: 6030.282227
	Iteration 167Q: 3 clusters Score -2.357889e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -23578896.000000 Penalty: 6030.282227
	Iteration 168Q: 3 clusters Score -2.35789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -23578886.000000 Penalty: 6030.282227
	Iteration 169Q: 3 clusters Score -2.357889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -23578886.000000 Penalty: 6030.282227
	Iteration 170F: 3 clusters Score -2.357889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 168115 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 138748 members 
Mstep: Class 6 contains 86315 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 80455 members 
Mstep: Class 10 contains 33879 members 
Mstep: Class 11 contains 1341 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 178894 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 230118 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203016 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 76389 members 
Mstep: Class 23 contains 104265 members 
Entering Unmasked Estep 
Score: -194675888.000000 Penalty: 81526.742188
Splitting cluster 6 changes total score from -194673040.000000 to -194675888.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (8317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Entering Unmasked Estep 
Score: -966951.062500 Penalty: 2238.462158
	Iteration 0F: 2 clusters Score -966951.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -960342.250000 Penalty: 4476.924316
	Iteration 0F: 3 clusters Score -960342.2 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -962249.375000 Penalty: 4476.924316
	Iteration 1F: 3 clusters Score -962249.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -962762.625000 Penalty: 4476.924316
	Iteration 2F: 3 clusters Score -962762.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -963226.375000 Penalty: 4476.924316
	Iteration 3F: 3 clusters Score -963226.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -963627.187500 Penalty: 4476.924316
	Iteration 4F: 3 clusters Score -963627.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -964059.500000 Penalty: 4476.924316
	Iteration 5F: 3 clusters Score -964059.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -964451.687500 Penalty: 4476.924316
	Iteration 6F: 3 clusters Score -964451.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -964752.500000 Penalty: 4476.924316
	Iteration 7F: 3 clusters Score -964752.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -964998.312500 Penalty: 4476.924316
	Iteration 8Q: 3 clusters Score -964998.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -965172.000000 Penalty: 4476.924316
	Iteration 9Q: 3 clusters Score -965172 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -965270.687500 Penalty: 4476.924316
	Iteration 10Q: 3 clusters Score -965270.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -965345.750000 Penalty: 4476.924316
	Iteration 11Q: 3 clusters Score -965345.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -965399.250000 Penalty: 4476.924316
	Iteration 12Q: 3 clusters Score -965399.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -965433.875000 Penalty: 4476.924316
	Iteration 13Q: 3 clusters Score -965433.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -965459.187500 Penalty: 4476.924316
	Iteration 14Q: 3 clusters Score -965459.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -965488.625000 Penalty: 4476.924316
	Iteration 15Q: 3 clusters Score -965488.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -965501.750000 Penalty: 4476.924316
	Iteration 16Q: 3 clusters Score -965501.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -965510.312500 Penalty: 4476.924316
	Iteration 17Q: 3 clusters Score -965510.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -965515.500000 Penalty: 4476.924316
	Iteration 18Q: 3 clusters Score -965515.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -965520.187500 Penalty: 4476.924316
	Iteration 19Q: 3 clusters Score -965520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -965523.750000 Penalty: 4476.924316
	Iteration 20F: 3 clusters Score -965523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -965527.562500 Penalty: 4476.924316
	Iteration 21Q: 3 clusters Score -965527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -965529.937500 Penalty: 4476.924316
	Iteration 22Q: 3 clusters Score -965529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -965531.562500 Penalty: 4476.924316
	Iteration 23Q: 3 clusters Score -965531.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -965534.125000 Penalty: 4476.924316
	Iteration 24Q: 3 clusters Score -965534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -965535.062500 Penalty: 4476.924316
	Iteration 25Q: 3 clusters Score -965535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -965535.062500 Penalty: 4476.924316
	Iteration 26F: 3 clusters Score -965535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -573797.000000 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -573797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -569418.625000 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -569418.6 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -570475.125000 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -570475.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -570676.437500 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -570676.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -570806.375000 Penalty: 4197.831543
	Iteration 3Q: 3 clusters Score -570806.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -570894.750000 Penalty: 4197.831543
	Iteration 4Q: 3 clusters Score -570894.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -570969.562500 Penalty: 4197.831543
	Iteration 5Q: 3 clusters Score -570969.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -571044.437500 Penalty: 4197.831543
	Iteration 6Q: 3 clusters Score -571044.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -571131.375000 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -571131.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -571211.250000 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -571211.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -571286.312500 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -571286.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -571336.500000 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -571336.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -571381.875000 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -571381.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -571432.625000 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -571432.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -571486.437500 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -571486.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -571533.562500 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -571533.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -571584.875000 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -571584.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -571642.625000 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -571642.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -571711.875000 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -571711.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -571783.937500 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -571783.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -571867.750000 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -571867.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -571966.187500 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -571966.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -572083.937500 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -572083.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -572266.750000 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -572266.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -572493.687500 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -572493.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -572716.500000 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -572716.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -572887.687500 Penalty: 4197.831543
	Iteration 25Q: 3 clusters Score -572887.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -572969.125000 Penalty: 4197.831543
	Iteration 26Q: 3 clusters Score -572969.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -573033.437500 Penalty: 4197.831543
	Iteration 27Q: 3 clusters Score -573033.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -573064.312500 Penalty: 4197.831543
	Iteration 28Q: 3 clusters Score -573064.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -573080.187500 Penalty: 4197.831543
	Iteration 29Q: 3 clusters Score -573080.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -573086.625000 Penalty: 4197.831543
	Iteration 30Q: 3 clusters Score -573086.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -573094.437500 Penalty: 4197.831543
	Iteration 31Q: 3 clusters Score -573094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -573095.625000 Penalty: 4197.831543
	Iteration 32Q: 3 clusters Score -573095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -573098.437500 Penalty: 4197.831543
	Iteration 33Q: 3 clusters Score -573098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -573098.687500 Penalty: 4197.831543
	Iteration 34Q: 3 clusters Score -573098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -573100.250000 Penalty: 4197.831543
	Iteration 35Q: 3 clusters Score -573100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -573099.812500 Penalty: 4197.831543
	Iteration 36Q: 3 clusters Score -573099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -573100.375000 Penalty: 4197.831543
	Iteration 37Q: 3 clusters Score -573100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -573102.250000 Penalty: 4197.831543
	Iteration 38F: 3 clusters Score -573102.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -573102.812500 Penalty: 4197.831543
	Iteration 39Q: 3 clusters Score -573102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -573102.812500 Penalty: 4197.831543
	Iteration 40F: 3 clusters Score -573102.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Entering Unmasked Estep 
Score: -9596955.000000 Penalty: 2801.272461
	Iteration 0F: 2 clusters Score -9596955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -9543072.000000 Penalty: 5602.544922
	Iteration 0F: 3 clusters Score -9543072 nChanged 37759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -9564588.000000 Penalty: 5602.544922
	Iteration 1F: 3 clusters Score -9564588 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -9565178.000000 Penalty: 5602.544922
	Iteration 2Q: 3 clusters Score -9565178 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -9565811.000000 Penalty: 5602.544922
	Iteration 3Q: 3 clusters Score -9565811 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -9566578.000000 Penalty: 5602.544922
	Iteration 4Q: 3 clusters Score -9566578 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9567478.000000 Penalty: 5602.544922
	Iteration 5Q: 3 clusters Score -9567478 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -9568532.000000 Penalty: 5602.544922
	Iteration 6Q: 3 clusters Score -9568532 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -9570027.000000 Penalty: 5602.544922
	Iteration 7Q: 3 clusters Score -9570027 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -9572071.000000 Penalty: 5602.544922
	Iteration 8Q: 3 clusters Score -9572071 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9574639.000000 Penalty: 5602.544922
	Iteration 9F: 3 clusters Score -9574639 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -9578083.000000 Penalty: 5602.544922
	Iteration 10F: 3 clusters Score -9578083 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -9582037.000000 Penalty: 5602.544922
	Iteration 11F: 3 clusters Score -9582037 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -9585914.000000 Penalty: 5602.544922
	Iteration 12F: 3 clusters Score -9585914 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -9589142.000000 Penalty: 5602.544922
	Iteration 13Q: 3 clusters Score -9589142 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9591410.000000 Penalty: 5602.544922
	Iteration 14Q: 3 clusters Score -9591410 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -9592865.000000 Penalty: 5602.544922
	Iteration 15Q: 3 clusters Score -9592865 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -9593808.000000 Penalty: 5602.544922
	Iteration 16Q: 3 clusters Score -9593808 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74630 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -9594416.000000 Penalty: 5602.544922
	Iteration 17Q: 3 clusters Score -9594416 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -9594923.000000 Penalty: 5602.544922
	Iteration 18Q: 3 clusters Score -9594923 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -9595187.000000 Penalty: 5602.544922
	Iteration 19Q: 3 clusters Score -9595187 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9595422.000000 Penalty: 5602.544922
	Iteration 20F: 3 clusters Score -9595422 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -9595510.000000 Penalty: 5602.544922
	Iteration 21Q: 3 clusters Score -9595510 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -9595614.000000 Penalty: 5602.544922
	Iteration 22Q: 3 clusters Score -9595614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -9595682.000000 Penalty: 5602.544922
	Iteration 23Q: 3 clusters Score -9595682 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9595725.000000 Penalty: 5602.544922
	Iteration 24Q: 3 clusters Score -9595725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -9595761.000000 Penalty: 5602.544922
	Iteration 25Q: 3 clusters Score -9595761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9595782.000000 Penalty: 5602.544922
	Iteration 26Q: 3 clusters Score -9595782 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -9595778.000000 Penalty: 5602.544922
	Iteration 27Q: 3 clusters Score -9595778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9595790.000000 Penalty: 5602.544922
	Iteration 28Q: 3 clusters Score -9595790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -9595793.000000 Penalty: 5602.544922
	Iteration 29Q: 3 clusters Score -9595793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -9595806.000000 Penalty: 5602.544922
	Iteration 30Q: 3 clusters Score -9595806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -9595820.000000 Penalty: 5602.544922
	Iteration 31Q: 3 clusters Score -9595820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -9595821.000000 Penalty: 5602.544922
	Iteration 32Q: 3 clusters Score -9595821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -9595842.000000 Penalty: 5602.544922
	Iteration 33Q: 3 clusters Score -9595842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -9595843.000000 Penalty: 5602.544922
	Iteration 34Q: 3 clusters Score -9595843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -9595842.000000 Penalty: 5602.544922
	Iteration 35Q: 3 clusters Score -9595842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9595842.000000 Penalty: 5602.544922
	Iteration 36Q: 3 clusters Score -9595842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -9595858.000000 Penalty: 5602.544922
	Iteration 37Q: 3 clusters Score -9595858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9595860.000000 Penalty: 5602.544922
	Iteration 38Q: 3 clusters Score -9595860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -9595861.000000 Penalty: 5602.544922
	Iteration 39Q: 3 clusters Score -9595861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -9595856.000000 Penalty: 5602.544922
	Iteration 40F: 3 clusters Score -9595856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9595848.000000 Penalty: 5602.544922
	Iteration 41Q: 3 clusters Score -9595848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -9595842.000000 Penalty: 5602.544922
	Iteration 42Q: 3 clusters Score -9595842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -9595826.000000 Penalty: 5602.544922
	Iteration 43Q: 3 clusters Score -9595826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -9595838.000000 Penalty: 5602.544922
	Iteration 44Q: 3 clusters Score -9595838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -9595832.000000 Penalty: 5602.544922
	Iteration 45Q: 3 clusters Score -9595832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -9595832.000000 Penalty: 5602.544922
	Iteration 46Q: 3 clusters Score -9595832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -9595830.000000 Penalty: 5602.544922
	Iteration 47Q: 3 clusters Score -9595830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -9595847.000000 Penalty: 5602.544922
	Iteration 48Q: 3 clusters Score -9595847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -9595843.000000 Penalty: 5602.544922
	Iteration 49Q: 3 clusters Score -9595843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -9595831.000000 Penalty: 5602.544922
	Iteration 50Q: 3 clusters Score -9595831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -9595846.000000 Penalty: 5602.544922
	Iteration 51Q: 3 clusters Score -9595846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -9595856.000000 Penalty: 5602.544922
	Iteration 52Q: 3 clusters Score -9595856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -9595856.000000 Penalty: 5602.544922
	Iteration 53Q: 3 clusters Score -9595856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -9595859.000000 Penalty: 5602.544922
	Iteration 54Q: 3 clusters Score -9595859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -9595857.000000 Penalty: 5602.544922
	Iteration 55Q: 3 clusters Score -9595857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -9595857.000000 Penalty: 5602.544922
	Iteration 56F: 3 clusters Score -9595857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Entering Unmasked Estep 
Score: -4312274.000000 Penalty: 2586.776611
	Iteration 0F: 2 clusters Score -4312274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4289092.500000 Penalty: 5173.553223
	Iteration 0F: 3 clusters Score -4289092 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4297452.000000 Penalty: 5173.553223
	Iteration 1F: 3 clusters Score -4297452 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4297881.500000 Penalty: 5173.553223
	Iteration 2Q: 3 clusters Score -4297882 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4298262.500000 Penalty: 5173.553223
	Iteration 3Q: 3 clusters Score -4298262 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4298572.500000 Penalty: 5173.553223
	Iteration 4Q: 3 clusters Score -4298572 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -4298825.500000 Penalty: 5173.553223
	Iteration 5Q: 3 clusters Score -4298826 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4299152.500000 Penalty: 5173.553223
	Iteration 6Q: 3 clusters Score -4299152 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4299573.500000 Penalty: 5173.553223
	Iteration 7Q: 3 clusters Score -4299574 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4300166.500000 Penalty: 5173.553223
	Iteration 8Q: 3 clusters Score -4300166 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4301081.500000 Penalty: 5173.553223
	Iteration 9Q: 3 clusters Score -4301082 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4302361.000000 Penalty: 5173.553223
	Iteration 10F: 3 clusters Score -4302361 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4304023.000000 Penalty: 5173.553223
	Iteration 11F: 3 clusters Score -4304023 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4305911.000000 Penalty: 5173.553223
	Iteration 12F: 3 clusters Score -4305911 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4307658.500000 Penalty: 5173.553223
	Iteration 13F: 3 clusters Score -4307658 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4308838.000000 Penalty: 5173.553223
	Iteration 14Q: 3 clusters Score -4308838 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4309487.000000 Penalty: 5173.553223
	Iteration 15Q: 3 clusters Score -4309487 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4309752.500000 Penalty: 5173.553223
	Iteration 16Q: 3 clusters Score -4309752 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4309864.000000 Penalty: 5173.553223
	Iteration 17Q: 3 clusters Score -4309864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4309920.000000 Penalty: 5173.553223
	Iteration 18Q: 3 clusters Score -4309920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4309979.500000 Penalty: 5173.553223
	Iteration 19Q: 3 clusters Score -4309980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4310001.000000 Penalty: 5173.553223
	Iteration 20F: 3 clusters Score -4310001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4310027.000000 Penalty: 5173.553223
	Iteration 21Q: 3 clusters Score -4310027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4310038.000000 Penalty: 5173.553223
	Iteration 22Q: 3 clusters Score -4310038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4310041.000000 Penalty: 5173.553223
	Iteration 23Q: 3 clusters Score -4310041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4310041.500000 Penalty: 5173.553223
	Iteration 24Q: 3 clusters Score -4310042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4310050.500000 Penalty: 5173.553223
	Iteration 25Q: 3 clusters Score -4310050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4310058.500000 Penalty: 5173.553223
	Iteration 26Q: 3 clusters Score -4310058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4310062.000000 Penalty: 5173.553223
	Iteration 27Q: 3 clusters Score -4310062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4310065.500000 Penalty: 5173.553223
	Iteration 28Q: 3 clusters Score -4310066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4310070.000000 Penalty: 5173.553223
	Iteration 29Q: 3 clusters Score -4310070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4310073.500000 Penalty: 5173.553223
	Iteration 30Q: 3 clusters Score -4310074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4310081.000000 Penalty: 5173.553223
	Iteration 31Q: 3 clusters Score -4310081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4310086.000000 Penalty: 5173.553223
	Iteration 32Q: 3 clusters Score -4310086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4310092.500000 Penalty: 5173.553223
	Iteration 33Q: 3 clusters Score -4310092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4310092.000000 Penalty: 5173.553223
	Iteration 34Q: 3 clusters Score -4310092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4310095.000000 Penalty: 5173.553223
	Iteration 35Q: 3 clusters Score -4310095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4310098.500000 Penalty: 5173.553223
	Iteration 36Q: 3 clusters Score -4310098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4310101.000000 Penalty: 5173.553223
	Iteration 37Q: 3 clusters Score -4310101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4310101.000000 Penalty: 5173.553223
	Iteration 38F: 3 clusters Score -4310101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -147378.843750 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -147378.8 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 680 members 
Entering Unmasked Estep 
Score: -145233.062500 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -145233.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145696.890625 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -145696.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -145933.484375 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -145933.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -146153.218750 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -146153.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -146503.750000 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -146503.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147046.000000 Penalty: 3571.780762
	Iteration 5F: 3 clusters Score -147046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147756.281250 Penalty: 3571.780762
	Iteration 6F: 3 clusters Score -147756.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -148113.906250 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -148113.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -148219.437500 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -148219.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -148249.703125 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -148249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148255.812500 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -148255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148256.375000 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -148256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -148256.375000 Penalty: 3571.780762
	Iteration 12F: 3 clusters Score -148256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 168115 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 138748 members 
Mstep: Class 6 contains 86315 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 80455 members 
Mstep: Class 10 contains 33879 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 178894 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 230118 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203016 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 76389 members 
Mstep: Class 23 contains 104265 members 
Mstep: Class 24 contains 718 members 
Entering Unmasked Estep 
Score: -194675040.000000 Penalty: 85071.390625
Splitting cluster 11 changes total score from -194673040.000000 to -194675040.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (6199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Entering Unmasked Estep 
Score: -699657.812500 Penalty: 2165.571533
	Iteration 0F: 2 clusters Score -699657.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -694338.875000 Penalty: 4331.143066
	Iteration 0F: 3 clusters Score -694338.9 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -695831.000000 Penalty: 4331.143066
	Iteration 1F: 3 clusters Score -695831 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -696273.875000 Penalty: 4331.143066
	Iteration 2F: 3 clusters Score -696273.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -696567.750000 Penalty: 4331.143066
	Iteration 3F: 3 clusters Score -696567.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -696808.125000 Penalty: 4331.143066
	Iteration 4F: 3 clusters Score -696808.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -697065.937500 Penalty: 4331.143066
	Iteration 5F: 3 clusters Score -697065.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -697355.562500 Penalty: 4331.143066
	Iteration 6F: 3 clusters Score -697355.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -697608.437500 Penalty: 4331.143066
	Iteration 7Q: 3 clusters Score -697608.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -697798.187500 Penalty: 4331.143066
	Iteration 8Q: 3 clusters Score -697798.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -697923.125000 Penalty: 4331.143066
	Iteration 9Q: 3 clusters Score -697923.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -698021.000000 Penalty: 4331.143066
	Iteration 10Q: 3 clusters Score -698021 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -698097.500000 Penalty: 4331.143066
	Iteration 11Q: 3 clusters Score -698097.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -698170.437500 Penalty: 4331.143066
	Iteration 12Q: 3 clusters Score -698170.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -698252.375000 Penalty: 4331.143066
	Iteration 13Q: 3 clusters Score -698252.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -698319.312500 Penalty: 4331.143066
	Iteration 14Q: 3 clusters Score -698319.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -698366.687500 Penalty: 4331.143066
	Iteration 15Q: 3 clusters Score -698366.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -698403.250000 Penalty: 4331.143066
	Iteration 16Q: 3 clusters Score -698403.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -698434.937500 Penalty: 4331.143066
	Iteration 17Q: 3 clusters Score -698434.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -698454.125000 Penalty: 4331.143066
	Iteration 18Q: 3 clusters Score -698454.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -698470.437500 Penalty: 4331.143066
	Iteration 19Q: 3 clusters Score -698470.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -698480.187500 Penalty: 4331.143066
	Iteration 20F: 3 clusters Score -698480.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -698488.812500 Penalty: 4331.143066
	Iteration 21Q: 3 clusters Score -698488.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -698499.875000 Penalty: 4331.143066
	Iteration 22Q: 3 clusters Score -698499.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -698507.125000 Penalty: 4331.143066
	Iteration 23Q: 3 clusters Score -698507.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -698514.937500 Penalty: 4331.143066
	Iteration 24Q: 3 clusters Score -698514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -698519.250000 Penalty: 4331.143066
	Iteration 25Q: 3 clusters Score -698519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -698521.125000 Penalty: 4331.143066
	Iteration 26Q: 3 clusters Score -698521.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -698524.437500 Penalty: 4331.143066
	Iteration 27Q: 3 clusters Score -698524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -698525.625000 Penalty: 4331.143066
	Iteration 28Q: 3 clusters Score -698525.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -698531.687500 Penalty: 4331.143066
	Iteration 29Q: 3 clusters Score -698531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -698534.562500 Penalty: 4331.143066
	Iteration 30Q: 3 clusters Score -698534.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -698539.000000 Penalty: 4331.143066
	Iteration 31Q: 3 clusters Score -698539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -698539.500000 Penalty: 4331.143066
	Iteration 32Q: 3 clusters Score -698539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -698539.437500 Penalty: 4331.143066
	Iteration 33Q: 3 clusters Score -698539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -698539.062500 Penalty: 4331.143066
	Iteration 34Q: 3 clusters Score -698539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -698542.375000 Penalty: 4331.143066
	Iteration 35Q: 3 clusters Score -698542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -698542.312500 Penalty: 4331.143066
	Iteration 36Q: 3 clusters Score -698542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -698543.937500 Penalty: 4331.143066
	Iteration 37Q: 3 clusters Score -698543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -698546.062500 Penalty: 4331.143066
	Iteration 38Q: 3 clusters Score -698546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -698548.312500 Penalty: 4331.143066
	Iteration 39Q: 3 clusters Score -698548.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -698549.625000 Penalty: 4331.143066
	Iteration 40F: 3 clusters Score -698549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -698551.562500 Penalty: 4331.143066
	Iteration 41Q: 3 clusters Score -698551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -698552.500000 Penalty: 4331.143066
	Iteration 42Q: 3 clusters Score -698552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -698555.437500 Penalty: 4331.143066
	Iteration 43Q: 3 clusters Score -698555.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -698561.312500 Penalty: 4331.143066
	Iteration 44Q: 3 clusters Score -698561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -698564.437500 Penalty: 4331.143066
	Iteration 45Q: 3 clusters Score -698564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -698567.875000 Penalty: 4331.143066
	Iteration 46Q: 3 clusters Score -698567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -698571.812500 Penalty: 4331.143066
	Iteration 47Q: 3 clusters Score -698571.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -698577.000000 Penalty: 4331.143066
	Iteration 48Q: 3 clusters Score -698577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -698581.562500 Penalty: 4331.143066
	Iteration 49Q: 3 clusters Score -698581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -698581.562500 Penalty: 4331.143066
	Iteration 50Q: 3 clusters Score -698581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -698586.875000 Penalty: 4331.143066
	Iteration 51Q: 3 clusters Score -698586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -698589.625000 Penalty: 4331.143066
	Iteration 52Q: 3 clusters Score -698589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -698591.437500 Penalty: 4331.143066
	Iteration 53Q: 3 clusters Score -698591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -698594.437500 Penalty: 4331.143066
	Iteration 54Q: 3 clusters Score -698594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -698594.750000 Penalty: 4331.143066
	Iteration 55Q: 3 clusters Score -698594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -698597.000000 Penalty: 4331.143066
	Iteration 56Q: 3 clusters Score -698597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -698600.000000 Penalty: 4331.143066
	Iteration 57Q: 3 clusters Score -698600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -698602.437500 Penalty: 4331.143066
	Iteration 58Q: 3 clusters Score -698602.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -698605.937500 Penalty: 4331.143066
	Iteration 59Q: 3 clusters Score -698605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -698606.687500 Penalty: 4331.143066
	Iteration 60F: 3 clusters Score -698606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -698606.812500 Penalty: 4331.143066
	Iteration 61Q: 3 clusters Score -698606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -698606.812500 Penalty: 4331.143066
	Iteration 62F: 3 clusters Score -698606.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -408179.093750 Penalty: 2009.140869
	Iteration 0F: 2 clusters Score -408179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -404706.812500 Penalty: 4018.281738
	Iteration 0F: 3 clusters Score -404706.8 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -405405.093750 Penalty: 4018.281738
	Iteration 1F: 3 clusters Score -405405.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -405567.781250 Penalty: 4018.281738
	Iteration 2F: 3 clusters Score -405567.8 nChanged 150
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: -405655.812500 Penalty: 4018.281738
	Iteration 3Q: 3 clusters Score -405655.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -405717.406250 Penalty: 4018.281738
	Iteration 4Q: 3 clusters Score -405717.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -405768.875000 Penalty: 4018.281738
	Iteration 5Q: 3 clusters Score -405768.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -405809.562500 Penalty: 4018.281738
	Iteration 6Q: 3 clusters Score -405809.6 nChanged 61
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: -405849.000000 Penalty: 4018.281738
	Iteration 7Q: 3 clusters Score -405849 nChanged 61
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: -405885.843750 Penalty: 4018.281738
	Iteration 8Q: 3 clusters Score -405885.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -405923.843750 Penalty: 4018.281738
	Iteration 9Q: 3 clusters Score -405923.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -405962.656250 Penalty: 4018.281738
	Iteration 10Q: 3 clusters Score -405962.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -406001.031250 Penalty: 4018.281738
	Iteration 11Q: 3 clusters Score -406001 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -406045.093750 Penalty: 4018.281738
	Iteration 12Q: 3 clusters Score -406045.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -406083.250000 Penalty: 4018.281738
	Iteration 13Q: 3 clusters Score -406083.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -406122.875000 Penalty: 4018.281738
	Iteration 14Q: 3 clusters Score -406122.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -406156.968750 Penalty: 4018.281738
	Iteration 15Q: 3 clusters Score -406157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -406191.093750 Penalty: 4018.281738
	Iteration 16Q: 3 clusters Score -406191.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -406229.812500 Penalty: 4018.281738
	Iteration 17Q: 3 clusters Score -406229.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -406257.250000 Penalty: 4018.281738
	Iteration 18Q: 3 clusters Score -406257.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -406277.781250 Penalty: 4018.281738
	Iteration 19Q: 3 clusters Score -406277.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -406298.656250 Penalty: 4018.281738
	Iteration 20F: 3 clusters Score -406298.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -406314.375000 Penalty: 4018.281738
	Iteration 21Q: 3 clusters Score -406314.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -406330.437500 Penalty: 4018.281738
	Iteration 22Q: 3 clusters Score -406330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -406341.062500 Penalty: 4018.281738
	Iteration 23Q: 3 clusters Score -406341.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -406350.375000 Penalty: 4018.281738
	Iteration 24Q: 3 clusters Score -406350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -406357.218750 Penalty: 4018.281738
	Iteration 25Q: 3 clusters Score -406357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -406361.531250 Penalty: 4018.281738
	Iteration 26Q: 3 clusters Score -406361.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -406368.500000 Penalty: 4018.281738
	Iteration 27Q: 3 clusters Score -406368.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -406376.906250 Penalty: 4018.281738
	Iteration 28Q: 3 clusters Score -406376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -406385.968750 Penalty: 4018.281738
	Iteration 29Q: 3 clusters Score -406386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -406394.781250 Penalty: 4018.281738
	Iteration 30Q: 3 clusters Score -406394.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -406404.500000 Penalty: 4018.281738
	Iteration 31Q: 3 clusters Score -406404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -406411.781250 Penalty: 4018.281738
	Iteration 32Q: 3 clusters Score -406411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -406417.250000 Penalty: 4018.281738
	Iteration 33Q: 3 clusters Score -406417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -406421.406250 Penalty: 4018.281738
	Iteration 34Q: 3 clusters Score -406421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -406429.531250 Penalty: 4018.281738
	Iteration 35Q: 3 clusters Score -406429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -406437.343750 Penalty: 4018.281738
	Iteration 36Q: 3 clusters Score -406437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -406442.625000 Penalty: 4018.281738
	Iteration 37Q: 3 clusters Score -406442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -406446.687500 Penalty: 4018.281738
	Iteration 38Q: 3 clusters Score -406446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -406450.468750 Penalty: 4018.281738
	Iteration 39Q: 3 clusters Score -406450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -406452.593750 Penalty: 4018.281738
	Iteration 40F: 3 clusters Score -406452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -406455.437500 Penalty: 4018.281738
	Iteration 41Q: 3 clusters Score -406455.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -406457.875000 Penalty: 4018.281738
	Iteration 42Q: 3 clusters Score -406457.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -406461.281250 Penalty: 4018.281738
	Iteration 43Q: 3 clusters Score -406461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -406462.468750 Penalty: 4018.281738
	Iteration 44Q: 3 clusters Score -406462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -406464.687500 Penalty: 4018.281738
	Iteration 45Q: 3 clusters Score -406464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -406467.843750 Penalty: 4018.281738
	Iteration 46Q: 3 clusters Score -406467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -406471.687500 Penalty: 4018.281738
	Iteration 47Q: 3 clusters Score -406471.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -406476.218750 Penalty: 4018.281738
	Iteration 48Q: 3 clusters Score -406476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -406480.218750 Penalty: 4018.281738
	Iteration 49Q: 3 clusters Score -406480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -406483.812500 Penalty: 4018.281738
	Iteration 50Q: 3 clusters Score -406483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -406485.281250 Penalty: 4018.281738
	Iteration 51Q: 3 clusters Score -406485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -406487.125000 Penalty: 4018.281738
	Iteration 52Q: 3 clusters Score -406487.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -406490.531250 Penalty: 4018.281738
	Iteration 53Q: 3 clusters Score -406490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -406495.093750 Penalty: 4018.281738
	Iteration 54Q: 3 clusters Score -406495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -406497.093750 Penalty: 4018.281738
	Iteration 55Q: 3 clusters Score -406497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -406498.156250 Penalty: 4018.281738
	Iteration 56Q: 3 clusters Score -406498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -406499.593750 Penalty: 4018.281738
	Iteration 57Q: 3 clusters Score -406499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -406499.593750 Penalty: 4018.281738
	Iteration 58F: 3 clusters Score -406499.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Entering Unmasked Estep 
Score: -797141.750000 Penalty: 2189.684326
	Iteration 0F: 2 clusters Score -797141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -791472.250000 Penalty: 4379.368652
	Iteration 0F: 3 clusters Score -791472.2 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -792928.875000 Penalty: 4379.368652
	Iteration 1F: 3 clusters Score -792928.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -793293.937500 Penalty: 4379.368652
	Iteration 2F: 3 clusters Score -793293.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -793636.750000 Penalty: 4379.368652
	Iteration 3F: 3 clusters Score -793636.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -794090.937500 Penalty: 4379.368652
	Iteration 4F: 3 clusters Score -794090.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -794642.312500 Penalty: 4379.368652
	Iteration 5F: 3 clusters Score -794642.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -795154.500000 Penalty: 4379.368652
	Iteration 6F: 3 clusters Score -795154.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -795546.125000 Penalty: 4379.368652
	Iteration 7F: 3 clusters Score -795546.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -795800.000000 Penalty: 4379.368652
	Iteration 8F: 3 clusters Score -795800 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -795981.375000 Penalty: 4379.368652
	Iteration 9Q: 3 clusters Score -795981.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -796080.187500 Penalty: 4379.368652
	Iteration 10Q: 3 clusters Score -796080.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -796138.062500 Penalty: 4379.368652
	Iteration 11Q: 3 clusters Score -796138.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -796175.312500 Penalty: 4379.368652
	Iteration 12Q: 3 clusters Score -796175.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -796203.562500 Penalty: 4379.368652
	Iteration 13Q: 3 clusters Score -796203.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -796224.000000 Penalty: 4379.368652
	Iteration 14Q: 3 clusters Score -796224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -796236.437500 Penalty: 4379.368652
	Iteration 15Q: 3 clusters Score -796236.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -796249.062500 Penalty: 4379.368652
	Iteration 16Q: 3 clusters Score -796249.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -796260.062500 Penalty: 4379.368652
	Iteration 17Q: 3 clusters Score -796260.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -796269.562500 Penalty: 4379.368652
	Iteration 18Q: 3 clusters Score -796269.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -796274.562500 Penalty: 4379.368652
	Iteration 19Q: 3 clusters Score -796274.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -796283.875000 Penalty: 4379.368652
	Iteration 20F: 3 clusters Score -796283.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -796293.500000 Penalty: 4379.368652
	Iteration 21Q: 3 clusters Score -796293.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -796298.875000 Penalty: 4379.368652
	Iteration 22Q: 3 clusters Score -796298.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -796303.125000 Penalty: 4379.368652
	Iteration 23Q: 3 clusters Score -796303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -796307.937500 Penalty: 4379.368652
	Iteration 24Q: 3 clusters Score -796307.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -796310.437500 Penalty: 4379.368652
	Iteration 25Q: 3 clusters Score -796310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -796311.062500 Penalty: 4379.368652
	Iteration 26Q: 3 clusters Score -796311.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -796313.375000 Penalty: 4379.368652
	Iteration 27Q: 3 clusters Score -796313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -796313.875000 Penalty: 4379.368652
	Iteration 28Q: 3 clusters Score -796313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -796315.375000 Penalty: 4379.368652
	Iteration 29Q: 3 clusters Score -796315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -796314.812500 Penalty: 4379.368652
	Iteration 30Q: 3 clusters Score -796314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -796315.937500 Penalty: 4379.368652
	Iteration 31Q: 3 clusters Score -796315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -796316.187500 Penalty: 4379.368652
	Iteration 32Q: 3 clusters Score -796316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -796316.187500 Penalty: 4379.368652
	Iteration 33F: 3 clusters Score -796316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Entering Unmasked Estep 
Score: -2176961.500000 Penalty: 2431.555908
	Iteration 0F: 2 clusters Score -2176962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2163999.500000 Penalty: 4863.111816
	Iteration 0F: 3 clusters Score -2164000 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2168265.750000 Penalty: 4863.111816
	Iteration 1F: 3 clusters Score -2168266 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2168720.750000 Penalty: 4863.111816
	Iteration 2F: 3 clusters Score -2168721 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2169125.500000 Penalty: 4863.111816
	Iteration 3Q: 3 clusters Score -2169126 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2169525.250000 Penalty: 4863.111816
	Iteration 4Q: 3 clusters Score -2169525 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2169988.500000 Penalty: 4863.111816
	Iteration 5Q: 3 clusters Score -2169988 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2170547.500000 Penalty: 4863.111816
	Iteration 6F: 3 clusters Score -2170548 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2171249.500000 Penalty: 4863.111816
	Iteration 7F: 3 clusters Score -2171250 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2172091.000000 Penalty: 4863.111816
	Iteration 8F: 3 clusters Score -2172091 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2172971.000000 Penalty: 4863.111816
	Iteration 9F: 3 clusters Score -2172971 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2173601.750000 Penalty: 4863.111816
	Iteration 10Q: 3 clusters Score -2173602 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2174034.000000 Penalty: 4863.111816
	Iteration 11Q: 3 clusters Score -2174034 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2174393.750000 Penalty: 4863.111816
	Iteration 12Q: 3 clusters Score -2174394 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2174627.000000 Penalty: 4863.111816
	Iteration 13Q: 3 clusters Score -2174627 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2174767.750000 Penalty: 4863.111816
	Iteration 14Q: 3 clusters Score -2174768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2174849.500000 Penalty: 4863.111816
	Iteration 15Q: 3 clusters Score -2174850 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2174912.000000 Penalty: 4863.111816
	Iteration 16Q: 3 clusters Score -2174912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2174961.250000 Penalty: 4863.111816
	Iteration 17Q: 3 clusters Score -2174961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2174990.500000 Penalty: 4863.111816
	Iteration 18Q: 3 clusters Score -2174990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2175019.250000 Penalty: 4863.111816
	Iteration 19Q: 3 clusters Score -2175019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2175042.750000 Penalty: 4863.111816
	Iteration 20F: 3 clusters Score -2175043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2175066.000000 Penalty: 4863.111816
	Iteration 21Q: 3 clusters Score -2175066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2175081.000000 Penalty: 4863.111816
	Iteration 22Q: 3 clusters Score -2175081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2175099.750000 Penalty: 4863.111816
	Iteration 23Q: 3 clusters Score -2175100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2175107.250000 Penalty: 4863.111816
	Iteration 24Q: 3 clusters Score -2175107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2175114.000000 Penalty: 4863.111816
	Iteration 25Q: 3 clusters Score -2175114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2175122.500000 Penalty: 4863.111816
	Iteration 26Q: 3 clusters Score -2175122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2175131.250000 Penalty: 4863.111816
	Iteration 27Q: 3 clusters Score -2175131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2175136.750000 Penalty: 4863.111816
	Iteration 28Q: 3 clusters Score -2175137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2175137.750000 Penalty: 4863.111816
	Iteration 29Q: 3 clusters Score -2175138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2175149.000000 Penalty: 4863.111816
	Iteration 30Q: 3 clusters Score -2175149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2175157.250000 Penalty: 4863.111816
	Iteration 31Q: 3 clusters Score -2175157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2175160.500000 Penalty: 4863.111816
	Iteration 32Q: 3 clusters Score -2175160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2175169.000000 Penalty: 4863.111816
	Iteration 33Q: 3 clusters Score -2175169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2175172.500000 Penalty: 4863.111816
	Iteration 34Q: 3 clusters Score -2175172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2175178.000000 Penalty: 4863.111816
	Iteration 35Q: 3 clusters Score -2175178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2175176.250000 Penalty: 4863.111816
	Iteration 36Q: 3 clusters Score -2175176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2175179.500000 Penalty: 4863.111816
	Iteration 37Q: 3 clusters Score -2175180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2175178.500000 Penalty: 4863.111816
	Iteration 38Q: 3 clusters Score -2175178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2175178.250000 Penalty: 4863.111816
	Iteration 39Q: 3 clusters Score -2175178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2175178.250000 Penalty: 4863.111816
	Iteration 40F: 3 clusters Score -2175178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (178894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Entering Unmasked Estep 
Score: -22111354.000000 Penalty: 2999.448242
	Iteration 0F: 2 clusters Score -2.211135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -21997188.000000 Penalty: 5998.896484
	Iteration 0F: 3 clusters Score -2.199719e+07 nChanged 85648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -22046848.000000 Penalty: 5998.896484
	Iteration 1F: 3 clusters Score -2.204685e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -22047982.000000 Penalty: 5998.896484
	Iteration 2Q: 3 clusters Score -2.204798e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 79962 members 
Entering Unmasked Estep 
Score: -22049652.000000 Penalty: 5998.896484
	Iteration 3Q: 3 clusters Score -2.204965e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -22052442.000000 Penalty: 5998.896484
	Iteration 4Q: 3 clusters Score -2.205244e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113025 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -22057566.000000 Penalty: 5998.896484
	Iteration 5F: 3 clusters Score -2.205757e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -22066694.000000 Penalty: 5998.896484
	Iteration 6F: 3 clusters Score -2.206669e+07 nChanged 15453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -22080416.000000 Penalty: 5998.896484
	Iteration 7F: 3 clusters Score -2.208042e+07 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153496 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -22094252.000000 Penalty: 5998.896484
	Iteration 8F: 3 clusters Score -2.209425e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -22103778.000000 Penalty: 5998.896484
	Iteration 9F: 3 clusters Score -2.210378e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -22108246.000000 Penalty: 5998.896484
	Iteration 10Q: 3 clusters Score -2.210825e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172396 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -22110058.000000 Penalty: 5998.896484
	Iteration 11Q: 3 clusters Score -2.211006e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -22110940.000000 Penalty: 5998.896484
	Iteration 12Q: 3 clusters Score -2.211094e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174486 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -22111152.000000 Penalty: 5998.896484
	Iteration 13Q: 3 clusters Score -2.211115e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174962 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -22111252.000000 Penalty: 5998.896484
	Iteration 14Q: 3 clusters Score -2.211125e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175319 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -22111306.000000 Penalty: 5998.896484
	Iteration 15Q: 3 clusters Score -2.211131e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -22111294.000000 Penalty: 5998.896484
	Iteration 16Q: 3 clusters Score -2.211129e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22111296.000000 Penalty: 5998.896484
	Iteration 17Q: 3 clusters Score -2.21113e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175976 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -22111332.000000 Penalty: 5998.896484
	Iteration 18Q: 3 clusters Score -2.211133e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176129 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -22111370.000000 Penalty: 5998.896484
	Iteration 19Q: 3 clusters Score -2.211137e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -22111362.000000 Penalty: 5998.896484
	Iteration 20F: 3 clusters Score -2.211136e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176332 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -22111420.000000 Penalty: 5998.896484
	Iteration 21Q: 3 clusters Score -2.211142e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176400 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -22111406.000000 Penalty: 5998.896484
	Iteration 22Q: 3 clusters Score -2.211141e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -22111402.000000 Penalty: 5998.896484
	Iteration 23Q: 3 clusters Score -2.21114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176536 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -22111402.000000 Penalty: 5998.896484
	Iteration 24Q: 3 clusters Score -2.21114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22111438.000000 Penalty: 5998.896484
	Iteration 25Q: 3 clusters Score -2.211144e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22111458.000000 Penalty: 5998.896484
	Iteration 26Q: 3 clusters Score -2.211146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22111454.000000 Penalty: 5998.896484
	Iteration 27Q: 3 clusters Score -2.211145e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176744 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -22111434.000000 Penalty: 5998.896484
	Iteration 28Q: 3 clusters Score -2.211143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176790 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22111454.000000 Penalty: 5998.896484
	Iteration 29Q: 3 clusters Score -2.211145e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22111440.000000 Penalty: 5998.896484
	Iteration 30Q: 3 clusters Score -2.211144e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176862 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22111440.000000 Penalty: 5998.896484
	Iteration 31Q: 3 clusters Score -2.211144e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176895 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -22111408.000000 Penalty: 5998.896484
	Iteration 32Q: 3 clusters Score -2.211141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176926 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -22111396.000000 Penalty: 5998.896484
	Iteration 33Q: 3 clusters Score -2.21114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176946 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22111378.000000 Penalty: 5998.896484
	Iteration 34Q: 3 clusters Score -2.211138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176962 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22111388.000000 Penalty: 5998.896484
	Iteration 35Q: 3 clusters Score -2.211139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -22111376.000000 Penalty: 5998.896484
	Iteration 36Q: 3 clusters Score -2.211138e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176989 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -22111356.000000 Penalty: 5998.896484
	Iteration 37Q: 3 clusters Score -2.211136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177010 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -22111346.000000 Penalty: 5998.896484
	Iteration 38Q: 3 clusters Score -2.211135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177024 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22111348.000000 Penalty: 5998.896484
	Iteration 39Q: 3 clusters Score -2.211135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177031 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22111344.000000 Penalty: 5998.896484
	Iteration 40F: 3 clusters Score -2.211134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -22111334.000000 Penalty: 5998.896484
	Iteration 41Q: 3 clusters Score -2.211133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22111342.000000 Penalty: 5998.896484
	Iteration 42Q: 3 clusters Score -2.211134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177045 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22111334.000000 Penalty: 5998.896484
	Iteration 43Q: 3 clusters Score -2.211133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177046 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22111342.000000 Penalty: 5998.896484
	Iteration 44Q: 3 clusters Score -2.211134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177050 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -22111342.000000 Penalty: 5998.896484
	Iteration 45Q: 3 clusters Score -2.211134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177053 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22111354.000000 Penalty: 5998.896484
	Iteration 46Q: 3 clusters Score -2.211135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -22111366.000000 Penalty: 5998.896484
	Iteration 47Q: 3 clusters Score -2.211137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22111374.000000 Penalty: 5998.896484
	Iteration 48Q: 3 clusters Score -2.211137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -22111384.000000 Penalty: 5998.896484
	Iteration 49Q: 3 clusters Score -2.211138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177074 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -22111364.000000 Penalty: 5998.896484
	Iteration 50Q: 3 clusters Score -2.211136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177079 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -22111368.000000 Penalty: 5998.896484
	Iteration 51Q: 3 clusters Score -2.211137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22111376.000000 Penalty: 5998.896484
	Iteration 52Q: 3 clusters Score -2.211138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -22111370.000000 Penalty: 5998.896484
	Iteration 53Q: 3 clusters Score -2.211137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177084 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22111374.000000 Penalty: 5998.896484
	Iteration 54Q: 3 clusters Score -2.211137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177086 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -22111370.000000 Penalty: 5998.896484
	Iteration 55Q: 3 clusters Score -2.211137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22111374.000000 Penalty: 5998.896484
	Iteration 56Q: 3 clusters Score -2.211137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22111378.000000 Penalty: 5998.896484
	Iteration 57Q: 3 clusters Score -2.211138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22111378.000000 Penalty: 5998.896484
	Iteration 58F: 3 clusters Score -2.211138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 168115 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 138748 members 
Mstep: Class 6 contains 86315 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 80455 members 
Mstep: Class 10 contains 33879 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 177093 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 230118 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203016 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 76389 members 
Mstep: Class 23 contains 104265 members 
Mstep: Class 24 contains 718 members 
Mstep: Class 25 contains 1801 members 
Entering Unmasked Estep 
Score: -194673952.000000 Penalty: 88616.031250
Splitting cluster 16 changes total score from -194673040.000000 to -194673952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (13615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Entering Unmasked Estep 
Score: -1649970.875000 Penalty: 2360.694092
	Iteration 0F: 2 clusters Score -1649971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1639985.125000 Penalty: 4721.388184
	Iteration 0F: 3 clusters Score -1639985 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1643158.875000 Penalty: 4721.388184
	Iteration 1F: 3 clusters Score -1643159 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1643592.125000 Penalty: 4721.388184
	Iteration 2F: 3 clusters Score -1643592 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1644025.625000 Penalty: 4721.388184
	Iteration 3F: 3 clusters Score -1644026 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1644502.000000 Penalty: 4721.388184
	Iteration 4F: 3 clusters Score -1644502 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1645004.125000 Penalty: 4721.388184
	Iteration 5Q: 3 clusters Score -1645004 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1645532.000000 Penalty: 4721.388184
	Iteration 6F: 3 clusters Score -1645532 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1646011.750000 Penalty: 4721.388184
	Iteration 7Q: 3 clusters Score -1646012 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1646410.500000 Penalty: 4721.388184
	Iteration 8Q: 3 clusters Score -1646410 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1646708.625000 Penalty: 4721.388184
	Iteration 9Q: 3 clusters Score -1646709 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1646961.250000 Penalty: 4721.388184
	Iteration 10Q: 3 clusters Score -1646961 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1647158.375000 Penalty: 4721.388184
	Iteration 11Q: 3 clusters Score -1647158 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1647308.500000 Penalty: 4721.388184
	Iteration 12Q: 3 clusters Score -1647308 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1647421.125000 Penalty: 4721.388184
	Iteration 13Q: 3 clusters Score -1647421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1647510.125000 Penalty: 4721.388184
	Iteration 14Q: 3 clusters Score -1647510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1647578.750000 Penalty: 4721.388184
	Iteration 15Q: 3 clusters Score -1647579 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1647632.750000 Penalty: 4721.388184
	Iteration 16Q: 3 clusters Score -1647633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1647680.250000 Penalty: 4721.388184
	Iteration 17Q: 3 clusters Score -1647680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1647719.375000 Penalty: 4721.388184
	Iteration 18Q: 3 clusters Score -1647719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1647754.875000 Penalty: 4721.388184
	Iteration 19Q: 3 clusters Score -1647755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1647784.000000 Penalty: 4721.388184
	Iteration 20F: 3 clusters Score -1647784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1647808.250000 Penalty: 4721.388184
	Iteration 21Q: 3 clusters Score -1647808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1647829.625000 Penalty: 4721.388184
	Iteration 22Q: 3 clusters Score -1647830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1647850.875000 Penalty: 4721.388184
	Iteration 23Q: 3 clusters Score -1647851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1647874.875000 Penalty: 4721.388184
	Iteration 24Q: 3 clusters Score -1647875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1647888.875000 Penalty: 4721.388184
	Iteration 25Q: 3 clusters Score -1647889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1647899.500000 Penalty: 4721.388184
	Iteration 26Q: 3 clusters Score -1647900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1647906.375000 Penalty: 4721.388184
	Iteration 27Q: 3 clusters Score -1647906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1647908.500000 Penalty: 4721.388184
	Iteration 28Q: 3 clusters Score -1647908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1647921.750000 Penalty: 4721.388184
	Iteration 29Q: 3 clusters Score -1647922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1647929.250000 Penalty: 4721.388184
	Iteration 30Q: 3 clusters Score -1647929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1647939.000000 Penalty: 4721.388184
	Iteration 31Q: 3 clusters Score -1647939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1647950.000000 Penalty: 4721.388184
	Iteration 32Q: 3 clusters Score -1647950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1647961.250000 Penalty: 4721.388184
	Iteration 33Q: 3 clusters Score -1647961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1647968.750000 Penalty: 4721.388184
	Iteration 34Q: 3 clusters Score -1647969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1647972.375000 Penalty: 4721.388184
	Iteration 35Q: 3 clusters Score -1647972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1647979.750000 Penalty: 4721.388184
	Iteration 36Q: 3 clusters Score -1647980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1647980.625000 Penalty: 4721.388184
	Iteration 37Q: 3 clusters Score -1647981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1647982.500000 Penalty: 4721.388184
	Iteration 38Q: 3 clusters Score -1647982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1647987.875000 Penalty: 4721.388184
	Iteration 39Q: 3 clusters Score -1647988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1647993.000000 Penalty: 4721.388184
	Iteration 40F: 3 clusters Score -1647993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1647994.250000 Penalty: 4721.388184
	Iteration 41Q: 3 clusters Score -1647994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1647998.125000 Penalty: 4721.388184
	Iteration 42Q: 3 clusters Score -1647998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1648001.375000 Penalty: 4721.388184
	Iteration 43Q: 3 clusters Score -1648001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1648007.250000 Penalty: 4721.388184
	Iteration 44Q: 3 clusters Score -1648007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1648016.875000 Penalty: 4721.388184
	Iteration 45Q: 3 clusters Score -1648017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1648021.250000 Penalty: 4721.388184
	Iteration 46Q: 3 clusters Score -1648021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1648026.750000 Penalty: 4721.388184
	Iteration 47Q: 3 clusters Score -1648027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1648030.250000 Penalty: 4721.388184
	Iteration 48Q: 3 clusters Score -1648030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1648037.375000 Penalty: 4721.388184
	Iteration 49Q: 3 clusters Score -1648037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1648041.625000 Penalty: 4721.388184
	Iteration 50Q: 3 clusters Score -1648042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1648047.875000 Penalty: 4721.388184
	Iteration 51Q: 3 clusters Score -1648048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1648056.500000 Penalty: 4721.388184
	Iteration 52Q: 3 clusters Score -1648056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1648058.000000 Penalty: 4721.388184
	Iteration 53Q: 3 clusters Score -1648058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1648059.000000 Penalty: 4721.388184
	Iteration 54Q: 3 clusters Score -1648059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1648059.250000 Penalty: 4721.388184
	Iteration 55Q: 3 clusters Score -1648059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1648063.125000 Penalty: 4721.388184
	Iteration 56Q: 3 clusters Score -1648063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1648061.875000 Penalty: 4721.388184
	Iteration 57Q: 3 clusters Score -1648062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1648061.250000 Penalty: 4721.388184
	Iteration 58Q: 3 clusters Score -1648061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1648062.500000 Penalty: 4721.388184
	Iteration 59Q: 3 clusters Score -1648062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1648062.250000 Penalty: 4721.388184
	Iteration 60F: 3 clusters Score -1648062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230118 members 
Entering Unmasked Estep 
Score: -28188008.000000 Penalty: 3061.894287
	Iteration 0F: 2 clusters Score -2.818801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115594 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -28039050.000000 Penalty: 6123.788574
	Iteration 0F: 3 clusters Score -2.803905e+07 nChanged 111043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 103675 members 
Entering Unmasked Estep 
Score: -28105450.000000 Penalty: 6123.788574
	Iteration 1F: 3 clusters Score -2.810545e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133063 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -28108072.000000 Penalty: 6123.788574
	Iteration 2Q: 3 clusters Score -2.810807e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142925 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -28112930.000000 Penalty: 6123.788574
	Iteration 3Q: 3 clusters Score -2.811293e+07 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -28122278.000000 Penalty: 6123.788574
	Iteration 4F: 3 clusters Score -2.812228e+07 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -28137316.000000 Penalty: 6123.788574
	Iteration 5F: 3 clusters Score -2.813732e+07 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197306 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -28155602.000000 Penalty: 6123.788574
	Iteration 6F: 3 clusters Score -2.81556e+07 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213749 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -28170252.000000 Penalty: 6123.788574
	Iteration 7F: 3 clusters Score -2.817025e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223194 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -28178700.000000 Penalty: 6123.788574
	Iteration 8Q: 3 clusters Score -2.81787e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227397 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -28182706.000000 Penalty: 6123.788574
	Iteration 9Q: 3 clusters Score -2.818271e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228963 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -28184182.000000 Penalty: 6123.788574
	Iteration 10Q: 3 clusters Score -2.818418e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229452 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -28184692.000000 Penalty: 6123.788574
	Iteration 11Q: 3 clusters Score -2.818469e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229608 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28184912.000000 Penalty: 6123.788574
	Iteration 12Q: 3 clusters Score -2.818491e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229685 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -28185008.000000 Penalty: 6123.788574
	Iteration 13Q: 3 clusters Score -2.818501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229716 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -28185092.000000 Penalty: 6123.788574
	Iteration 14Q: 3 clusters Score -2.818509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229730 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -28185122.000000 Penalty: 6123.788574
	Iteration 15Q: 3 clusters Score -2.818512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229742 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -28185132.000000 Penalty: 6123.788574
	Iteration 16Q: 3 clusters Score -2.818513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229751 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28185150.000000 Penalty: 6123.788574
	Iteration 17Q: 3 clusters Score -2.818515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229755 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28185168.000000 Penalty: 6123.788574
	Iteration 18Q: 3 clusters Score -2.818517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229759 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28185168.000000 Penalty: 6123.788574
	Iteration 19Q: 3 clusters Score -2.818517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229766 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28185198.000000 Penalty: 6123.788574
	Iteration 20F: 3 clusters Score -2.81852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229773 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28185194.000000 Penalty: 6123.788574
	Iteration 21Q: 3 clusters Score -2.818519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28185214.000000 Penalty: 6123.788574
	Iteration 22Q: 3 clusters Score -2.818521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229780 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -28185234.000000 Penalty: 6123.788574
	Iteration 23Q: 3 clusters Score -2.818523e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229785 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28185250.000000 Penalty: 6123.788574
	Iteration 24Q: 3 clusters Score -2.818525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229790 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28185264.000000 Penalty: 6123.788574
	Iteration 25Q: 3 clusters Score -2.818526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229790 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -28185262.000000 Penalty: 6123.788574
	Iteration 26Q: 3 clusters Score -2.818526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229792 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -28185278.000000 Penalty: 6123.788574
	Iteration 27Q: 3 clusters Score -2.818528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229795 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -28185278.000000 Penalty: 6123.788574
	Iteration 28Q: 3 clusters Score -2.818528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229797 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -28185282.000000 Penalty: 6123.788574
	Iteration 29Q: 3 clusters Score -2.818528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229796 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28185282.000000 Penalty: 6123.788574
	Iteration 30Q: 3 clusters Score -2.818528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229796 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28185282.000000 Penalty: 6123.788574
	Iteration 31F: 3 clusters Score -2.818528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -122394.023438 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -122394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120465.484375 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -120465.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120901.078125 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -120901.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121011.257812 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -121011.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -121082.296875 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -121082.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121128.375000 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -121128.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121177.054688 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -121177.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121216.015625 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -121216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121281.085938 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -121281.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121372.492188 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -121372.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121461.406250 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -121461.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121549.445312 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -121549.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -121698.625000 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -121698.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121866.445312 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -121866.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121943.367188 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -121943.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121992.585938 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -121992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122040.820312 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -122040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122070.351562 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -122070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122090.148438 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -122090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122113.273438 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -122113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -122124.648438 Penalty: 3507.079102
	Iteration 19Q: 3 clusters Score -122124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122138.000000 Penalty: 3507.079102
	Iteration 20F: 3 clusters Score -122138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122150.851562 Penalty: 3507.079102
	Iteration 21Q: 3 clusters Score -122150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -122158.000000 Penalty: 3507.079102
	Iteration 22Q: 3 clusters Score -122158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122168.796875 Penalty: 3507.079102
	Iteration 23Q: 3 clusters Score -122168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122169.984375 Penalty: 3507.079102
	Iteration 24Q: 3 clusters Score -122170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122169.984375 Penalty: 3507.079102
	Iteration 25F: 3 clusters Score -122170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (203016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203016 members 
Entering Unmasked Estep 
Score: -24829030.000000 Penalty: 3030.817871
	Iteration 0F: 2 clusters Score -2.482903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -24698016.000000 Penalty: 6061.635742
	Iteration 0F: 3 clusters Score -2.469802e+07 nChanged 97569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108668 members 
Mstep: Class 2 contains 94348 members 
Entering Unmasked Estep 
Score: -24756356.000000 Penalty: 6061.635742
	Iteration 1F: 3 clusters Score -2.475636e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -24757954.000000 Penalty: 6061.635742
	Iteration 2Q: 3 clusters Score -2.475795e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -24760846.000000 Penalty: 6061.635742
	Iteration 3Q: 3 clusters Score -2.476085e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -24765638.000000 Penalty: 6061.635742
	Iteration 4F: 3 clusters Score -2.476564e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -24775026.000000 Penalty: 6061.635742
	Iteration 5F: 3 clusters Score -2.477503e+07 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -24790216.000000 Penalty: 6061.635742
	Iteration 6F: 3 clusters Score -2.479022e+07 nChanged 18343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179369 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -24806570.000000 Penalty: 6061.635742
	Iteration 7F: 3 clusters Score -2.480657e+07 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192735 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -24818032.000000 Penalty: 6061.635742
	Iteration 8F: 3 clusters Score -2.481803e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -24823416.000000 Penalty: 6061.635742
	Iteration 9Q: 3 clusters Score -2.482342e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201565 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -24825398.000000 Penalty: 6061.635742
	Iteration 10Q: 3 clusters Score -2.48254e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202346 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -24825960.000000 Penalty: 6061.635742
	Iteration 11Q: 3 clusters Score -2.482596e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202574 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -24826164.000000 Penalty: 6061.635742
	Iteration 12Q: 3 clusters Score -2.482616e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202647 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24826260.000000 Penalty: 6061.635742
	Iteration 13Q: 3 clusters Score -2.482626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202679 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24826324.000000 Penalty: 6061.635742
	Iteration 14Q: 3 clusters Score -2.482632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202698 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24826360.000000 Penalty: 6061.635742
	Iteration 15Q: 3 clusters Score -2.482636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202711 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24826392.000000 Penalty: 6061.635742
	Iteration 16Q: 3 clusters Score -2.482639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202721 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24826404.000000 Penalty: 6061.635742
	Iteration 17Q: 3 clusters Score -2.48264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202725 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24826426.000000 Penalty: 6061.635742
	Iteration 18Q: 3 clusters Score -2.482643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202729 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24826420.000000 Penalty: 6061.635742
	Iteration 19Q: 3 clusters Score -2.482642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202730 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24826432.000000 Penalty: 6061.635742
	Iteration 20F: 3 clusters Score -2.482643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202733 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24826444.000000 Penalty: 6061.635742
	Iteration 21Q: 3 clusters Score -2.482644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202740 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24826446.000000 Penalty: 6061.635742
	Iteration 22Q: 3 clusters Score -2.482645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202743 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24826444.000000 Penalty: 6061.635742
	Iteration 23Q: 3 clusters Score -2.482644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202744 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24826452.000000 Penalty: 6061.635742
	Iteration 24Q: 3 clusters Score -2.482645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202747 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24826458.000000 Penalty: 6061.635742
	Iteration 25Q: 3 clusters Score -2.482646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202748 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -24826476.000000 Penalty: 6061.635742
	Iteration 26Q: 3 clusters Score -2.482648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202747 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24826472.000000 Penalty: 6061.635742
	Iteration 27Q: 3 clusters Score -2.482647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202747 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24826472.000000 Penalty: 6061.635742
	Iteration 28F: 3 clusters Score -2.482647e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Entering Unmasked Estep 
Score: -6253602.000000 Penalty: 2685.895264
	Iteration 0F: 2 clusters Score -6253602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -6219676.500000 Penalty: 5371.790527
	Iteration 0F: 3 clusters Score -6219676 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6232642.500000 Penalty: 5371.790527
	Iteration 1F: 3 clusters Score -6232642 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6233501.500000 Penalty: 5371.790527
	Iteration 2Q: 3 clusters Score -6233502 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -6234639.500000 Penalty: 5371.790527
	Iteration 3Q: 3 clusters Score -6234640 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -6235969.000000 Penalty: 5371.790527
	Iteration 4F: 3 clusters Score -6235969 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -6237683.500000 Penalty: 5371.790527
	Iteration 5F: 3 clusters Score -6237684 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -6239922.000000 Penalty: 5371.790527
	Iteration 6F: 3 clusters Score -6239922 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -6242602.500000 Penalty: 5371.790527
	Iteration 7F: 3 clusters Score -6242602 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6245011.500000 Penalty: 5371.790527
	Iteration 8F: 3 clusters Score -6245012 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -6246626.000000 Penalty: 5371.790527
	Iteration 9Q: 3 clusters Score -6246626 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -6247446.500000 Penalty: 5371.790527
	Iteration 10Q: 3 clusters Score -6247446 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -6247912.000000 Penalty: 5371.790527
	Iteration 11Q: 3 clusters Score -6247912 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -6248240.500000 Penalty: 5371.790527
	Iteration 12Q: 3 clusters Score -6248240 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -6248496.500000 Penalty: 5371.790527
	Iteration 13Q: 3 clusters Score -6248496 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -6248791.000000 Penalty: 5371.790527
	Iteration 14Q: 3 clusters Score -6248791 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -6249055.500000 Penalty: 5371.790527
	Iteration 15Q: 3 clusters Score -6249056 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6249294.000000 Penalty: 5371.790527
	Iteration 16Q: 3 clusters Score -6249294 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -6249497.000000 Penalty: 5371.790527
	Iteration 17Q: 3 clusters Score -6249497 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -6249672.000000 Penalty: 5371.790527
	Iteration 18Q: 3 clusters Score -6249672 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -6249886.000000 Penalty: 5371.790527
	Iteration 19Q: 3 clusters Score -6249886 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -6250084.500000 Penalty: 5371.790527
	Iteration 20F: 3 clusters Score -6250084 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -6250256.000000 Penalty: 5371.790527
	Iteration 21Q: 3 clusters Score -6250256 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6250462.000000 Penalty: 5371.790527
	Iteration 22Q: 3 clusters Score -6250462 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -6250570.500000 Penalty: 5371.790527
	Iteration 23Q: 3 clusters Score -6250570 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -6250703.000000 Penalty: 5371.790527
	Iteration 24Q: 3 clusters Score -6250703 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -6250864.000000 Penalty: 5371.790527
	Iteration 25Q: 3 clusters Score -6250864 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6250944.000000 Penalty: 5371.790527
	Iteration 26Q: 3 clusters Score -6250944 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -6251027.000000 Penalty: 5371.790527
	Iteration 27Q: 3 clusters Score -6251027 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -6251105.000000 Penalty: 5371.790527
	Iteration 28Q: 3 clusters Score -6251105 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -6251174.500000 Penalty: 5371.790527
	Iteration 29Q: 3 clusters Score -6251174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6251257.500000 Penalty: 5371.790527
	Iteration 30Q: 3 clusters Score -6251258 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6251309.500000 Penalty: 5371.790527
	Iteration 31Q: 3 clusters Score -6251310 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6251383.000000 Penalty: 5371.790527
	Iteration 32Q: 3 clusters Score -6251383 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6251436.500000 Penalty: 5371.790527
	Iteration 33Q: 3 clusters Score -6251436 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6251474.000000 Penalty: 5371.790527
	Iteration 34Q: 3 clusters Score -6251474 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6251503.500000 Penalty: 5371.790527
	Iteration 35Q: 3 clusters Score -6251504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6251537.000000 Penalty: 5371.790527
	Iteration 36Q: 3 clusters Score -6251537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -6251556.000000 Penalty: 5371.790527
	Iteration 37Q: 3 clusters Score -6251556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6251567.500000 Penalty: 5371.790527
	Iteration 38Q: 3 clusters Score -6251568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6251587.500000 Penalty: 5371.790527
	Iteration 39Q: 3 clusters Score -6251588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6251599.000000 Penalty: 5371.790527
	Iteration 40F: 3 clusters Score -6251599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6251605.500000 Penalty: 5371.790527
	Iteration 41Q: 3 clusters Score -6251606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6251620.000000 Penalty: 5371.790527
	Iteration 42Q: 3 clusters Score -6251620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6251647.000000 Penalty: 5371.790527
	Iteration 43Q: 3 clusters Score -6251647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6251661.500000 Penalty: 5371.790527
	Iteration 44Q: 3 clusters Score -6251662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6251681.500000 Penalty: 5371.790527
	Iteration 45Q: 3 clusters Score -6251682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6251698.000000 Penalty: 5371.790527
	Iteration 46Q: 3 clusters Score -6251698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6251707.500000 Penalty: 5371.790527
	Iteration 47Q: 3 clusters Score -6251708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6251721.000000 Penalty: 5371.790527
	Iteration 48Q: 3 clusters Score -6251721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -6251726.000000 Penalty: 5371.790527
	Iteration 49Q: 3 clusters Score -6251726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6251733.000000 Penalty: 5371.790527
	Iteration 50Q: 3 clusters Score -6251733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6251738.500000 Penalty: 5371.790527
	Iteration 51Q: 3 clusters Score -6251738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6251758.000000 Penalty: 5371.790527
	Iteration 52Q: 3 clusters Score -6251758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6251768.000000 Penalty: 5371.790527
	Iteration 53Q: 3 clusters Score -6251768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6251777.500000 Penalty: 5371.790527
	Iteration 54Q: 3 clusters Score -6251778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6251794.000000 Penalty: 5371.790527
	Iteration 55Q: 3 clusters Score -6251794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6251816.500000 Penalty: 5371.790527
	Iteration 56Q: 3 clusters Score -6251816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6251838.500000 Penalty: 5371.790527
	Iteration 57Q: 3 clusters Score -6251838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6251838.000000 Penalty: 5371.790527
	Iteration 58Q: 3 clusters Score -6251838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6251835.000000 Penalty: 5371.790527
	Iteration 59Q: 3 clusters Score -6251835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6251841.000000 Penalty: 5371.790527
	Iteration 60F: 3 clusters Score -6251841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6251834.000000 Penalty: 5371.790527
	Iteration 61Q: 3 clusters Score -6251834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6251833.000000 Penalty: 5371.790527
	Iteration 62Q: 3 clusters Score -6251833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6251832.000000 Penalty: 5371.790527
	Iteration 63Q: 3 clusters Score -6251832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6251833.500000 Penalty: 5371.790527
	Iteration 64Q: 3 clusters Score -6251834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6251841.500000 Penalty: 5371.790527
	Iteration 65Q: 3 clusters Score -6251842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6251836.000000 Penalty: 5371.790527
	Iteration 66Q: 3 clusters Score -6251836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6251830.000000 Penalty: 5371.790527
	Iteration 67Q: 3 clusters Score -6251830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6251843.000000 Penalty: 5371.790527
	Iteration 68Q: 3 clusters Score -6251843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6251837.500000 Penalty: 5371.790527
	Iteration 69Q: 3 clusters Score -6251838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6251843.000000 Penalty: 5371.790527
	Iteration 70Q: 3 clusters Score -6251843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6251846.000000 Penalty: 5371.790527
	Iteration 71Q: 3 clusters Score -6251846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6251849.500000 Penalty: 5371.790527
	Iteration 72Q: 3 clusters Score -6251850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6251850.000000 Penalty: 5371.790527
	Iteration 73Q: 3 clusters Score -6251850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6251850.000000 Penalty: 5371.790527
	Iteration 74Q: 3 clusters Score -6251850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6251846.500000 Penalty: 5371.790527
	Iteration 75Q: 3 clusters Score -6251846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6251842.500000 Penalty: 5371.790527
	Iteration 76Q: 3 clusters Score -6251842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6251853.500000 Penalty: 5371.790527
	Iteration 77Q: 3 clusters Score -6251854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6251851.000000 Penalty: 5371.790527
	Iteration 78Q: 3 clusters Score -6251851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6251854.500000 Penalty: 5371.790527
	Iteration 79Q: 3 clusters Score -6251854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6251855.500000 Penalty: 5371.790527
	Iteration 80F: 3 clusters Score -6251856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6251855.500000 Penalty: 5371.790527
	Iteration 81Q: 3 clusters Score -6251856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6251857.500000 Penalty: 5371.790527
	Iteration 82Q: 3 clusters Score -6251858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6251854.000000 Penalty: 5371.790527
	Iteration 83Q: 3 clusters Score -6251854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6251853.500000 Penalty: 5371.790527
	Iteration 84Q: 3 clusters Score -6251854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6251849.500000 Penalty: 5371.790527
	Iteration 85Q: 3 clusters Score -6251850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6251852.000000 Penalty: 5371.790527
	Iteration 86Q: 3 clusters Score -6251852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6251853.000000 Penalty: 5371.790527
	Iteration 87Q: 3 clusters Score -6251853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6251853.000000 Penalty: 5371.790527
	Iteration 88F: 3 clusters Score -6251853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Entering Unmasked Estep 
Score: -9444617.000000 Penalty: 2788.411377
	Iteration 0F: 2 clusters Score -9444617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -9393332.000000 Penalty: 5576.822754
	Iteration 0F: 3 clusters Score -9393332 nChanged 35954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -9413631.000000 Penalty: 5576.822754
	Iteration 1F: 3 clusters Score -9413631 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -9414490.000000 Penalty: 5576.822754
	Iteration 2Q: 3 clusters Score -9414490 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -9415710.000000 Penalty: 5576.822754
	Iteration 3Q: 3 clusters Score -9415710 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -9417285.000000 Penalty: 5576.822754
	Iteration 4Q: 3 clusters Score -9417285 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -9418966.000000 Penalty: 5576.822754
	Iteration 5Q: 3 clusters Score -9418966 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -9420783.000000 Penalty: 5576.822754
	Iteration 6Q: 3 clusters Score -9420783 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -9422931.000000 Penalty: 5576.822754
	Iteration 7F: 3 clusters Score -9422931 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -9425255.000000 Penalty: 5576.822754
	Iteration 8F: 3 clusters Score -9425255 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -9427784.000000 Penalty: 5576.822754
	Iteration 9F: 3 clusters Score -9427784 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -9430068.000000 Penalty: 5576.822754
	Iteration 10F: 3 clusters Score -9430068 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -9431626.000000 Penalty: 5576.822754
	Iteration 11Q: 3 clusters Score -9431626 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -9432512.000000 Penalty: 5576.822754
	Iteration 12Q: 3 clusters Score -9432512 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -9432963.000000 Penalty: 5576.822754
	Iteration 13Q: 3 clusters Score -9432963 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -9433179.000000 Penalty: 5576.822754
	Iteration 14Q: 3 clusters Score -9433179 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -9433335.000000 Penalty: 5576.822754
	Iteration 15Q: 3 clusters Score -9433335 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -9433469.000000 Penalty: 5576.822754
	Iteration 16Q: 3 clusters Score -9433469 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -9433641.000000 Penalty: 5576.822754
	Iteration 17Q: 3 clusters Score -9433641 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -9433724.000000 Penalty: 5576.822754
	Iteration 18Q: 3 clusters Score -9433724 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -9433818.000000 Penalty: 5576.822754
	Iteration 19Q: 3 clusters Score -9433818 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -9433935.000000 Penalty: 5576.822754
	Iteration 20F: 3 clusters Score -9433935 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -9434027.000000 Penalty: 5576.822754
	Iteration 21Q: 3 clusters Score -9434027 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -9434153.000000 Penalty: 5576.822754
	Iteration 22Q: 3 clusters Score -9434153 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -9434226.000000 Penalty: 5576.822754
	Iteration 23Q: 3 clusters Score -9434226 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -9434347.000000 Penalty: 5576.822754
	Iteration 24Q: 3 clusters Score -9434347 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -9434444.000000 Penalty: 5576.822754
	Iteration 25Q: 3 clusters Score -9434444 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -9434569.000000 Penalty: 5576.822754
	Iteration 26Q: 3 clusters Score -9434569 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -9434696.000000 Penalty: 5576.822754
	Iteration 27Q: 3 clusters Score -9434696 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -9434796.000000 Penalty: 5576.822754
	Iteration 28Q: 3 clusters Score -9434796 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -9434868.000000 Penalty: 5576.822754
	Iteration 29Q: 3 clusters Score -9434868 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -9435013.000000 Penalty: 5576.822754
	Iteration 30Q: 3 clusters Score -9435013 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -9435136.000000 Penalty: 5576.822754
	Iteration 31Q: 3 clusters Score -9435136 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -9435237.000000 Penalty: 5576.822754
	Iteration 32Q: 3 clusters Score -9435237 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -9435342.000000 Penalty: 5576.822754
	Iteration 33Q: 3 clusters Score -9435342 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -9435446.000000 Penalty: 5576.822754
	Iteration 34Q: 3 clusters Score -9435446 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -9435567.000000 Penalty: 5576.822754
	Iteration 35Q: 3 clusters Score -9435567 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -9435693.000000 Penalty: 5576.822754
	Iteration 36Q: 3 clusters Score -9435693 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -9435781.000000 Penalty: 5576.822754
	Iteration 37Q: 3 clusters Score -9435781 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9435949 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 60012 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9436178 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -9436379.000000 Penalty: 5576.822754
	Iteration 40F: 3 clusters Score -9436379 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9436652 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9436977 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9437283 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9437612 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9437983 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9438334 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9438695 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9439120 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -9439531.000000 Penalty: 5576.822754
	Iteration 49Q: 3 clusters Score -9439531 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 70699 members 
Entering Unmasked Estep 
Score: -9439905.000000 Penalty: 5576.822754
	Iteration 50Q: 3 clusters Score -9439905 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -9440313.000000 Penalty: 5576.822754
	Iteration 51Q: 3 clusters Score -9440313 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9440665 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9440989 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9441292 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9441515 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -9441670.000000 Penalty: 5576.822754
	Iteration 56Q: 3 clusters Score -9441670 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -9441841.000000 Penalty: 5576.822754
	Iteration 57Q: 3 clusters Score -9441841 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -9441913.000000 Penalty: 5576.822754
	Iteration 58Q: 3 clusters Score -9441913 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -9442007.000000 Penalty: 5576.822754
	Iteration 59Q: 3 clusters Score -9442007 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -9442077.000000 Penalty: 5576.822754
	Iteration 60F: 3 clusters Score -9442077 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -9442121.000000 Penalty: 5576.822754
	Iteration 61Q: 3 clusters Score -9442121 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -9442143.000000 Penalty: 5576.822754
	Iteration 62Q: 3 clusters Score -9442143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -9442175.000000 Penalty: 5576.822754
	Iteration 63Q: 3 clusters Score -9442175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -9442201.000000 Penalty: 5576.822754
	Iteration 64Q: 3 clusters Score -9442201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -9442214.000000 Penalty: 5576.822754
	Iteration 65Q: 3 clusters Score -9442214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -9442241.000000 Penalty: 5576.822754
	Iteration 66Q: 3 clusters Score -9442241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -9442252.000000 Penalty: 5576.822754
	Iteration 67Q: 3 clusters Score -9442252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -9442242.000000 Penalty: 5576.822754
	Iteration 68Q: 3 clusters Score -9442242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -9442251.000000 Penalty: 5576.822754
	Iteration 69Q: 3 clusters Score -9442251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -9442259.000000 Penalty: 5576.822754
	Iteration 70Q: 3 clusters Score -9442259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -9442277.000000 Penalty: 5576.822754
	Iteration 71Q: 3 clusters Score -9442277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -9442288.000000 Penalty: 5576.822754
	Iteration 72Q: 3 clusters Score -9442288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -9442301.000000 Penalty: 5576.822754
	Iteration 73Q: 3 clusters Score -9442301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -9442312.000000 Penalty: 5576.822754
	Iteration 74Q: 3 clusters Score -9442312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -9442323.000000 Penalty: 5576.822754
	Iteration 75Q: 3 clusters Score -9442323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -9442325.000000 Penalty: 5576.822754
	Iteration 76Q: 3 clusters Score -9442325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -9442334.000000 Penalty: 5576.822754
	Iteration 77Q: 3 clusters Score -9442334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -9442338.000000 Penalty: 5576.822754
	Iteration 78Q: 3 clusters Score -9442338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -9442349.000000 Penalty: 5576.822754
	Iteration 79Q: 3 clusters Score -9442349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -9442338.000000 Penalty: 5576.822754
	Iteration 80F: 3 clusters Score -9442338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -9442360.000000 Penalty: 5576.822754
	Iteration 81Q: 3 clusters Score -9442360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -9442362.000000 Penalty: 5576.822754
	Iteration 82Q: 3 clusters Score -9442362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9442356.000000 Penalty: 5576.822754
	Iteration 83Q: 3 clusters Score -9442356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -9442360.000000 Penalty: 5576.822754
	Iteration 84Q: 3 clusters Score -9442360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -9442354.000000 Penalty: 5576.822754
	Iteration 85Q: 3 clusters Score -9442354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -9442362.000000 Penalty: 5576.822754
	Iteration 86Q: 3 clusters Score -9442362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -9442372.000000 Penalty: 5576.822754
	Iteration 87Q: 3 clusters Score -9442372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 75527 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9442372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -9442375.000000 Penalty: 5576.822754
	Iteration 89Q: 3 clusters Score -9442375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -9442367.000000 Penalty: 5576.822754
	Iteration 90Q: 3 clusters Score -9442367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 75540 members 
Entering Unmasked Estep 
Score: -9442369.000000 Penalty: 5576.822754
	Iteration 91Q: 3 clusters Score -9442369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -9442371.000000 Penalty: 5576.822754
	Iteration 92Q: 3 clusters Score -9442371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9442382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9442382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -9442379.000000 Penalty: 5576.822754
	Iteration 95Q: 3 clusters Score -9442379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9442372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -9442388.000000 Penalty: 5576.822754
	Iteration 97Q: 3 clusters Score -9442388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -9442391.000000 Penalty: 5576.822754
	Iteration 98Q: 3 clusters Score -9442391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75567 members 
Entering Unmasked Estep 
Score: -9442392.000000 Penalty: 5576.822754
	Iteration 99Q: 3 clusters Score -9442392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -9442389.000000 Penalty: 5576.822754
	Iteration 100F: 3 clusters Score -9442389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -9442388.000000 Penalty: 5576.822754
	Iteration 101Q: 3 clusters Score -9442388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -9442395.000000 Penalty: 5576.822754
	Iteration 102Q: 3 clusters Score -9442395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -9442391.000000 Penalty: 5576.822754
	Iteration 103Q: 3 clusters Score -9442391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9442391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 75575 members 
Entering Unmasked Estep 
Score: -9442391.000000 Penalty: 5576.822754
	Iteration 105F: 3 clusters Score -9442391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177623 members 
Mstep: Class 2 contains 168115 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 18336 members 
Mstep: Class 5 contains 138748 members 
Mstep: Class 6 contains 86315 members 
Mstep: Class 7 contains 8317 members 
Mstep: Class 8 contains 4738 members 
Mstep: Class 9 contains 80455 members 
Mstep: Class 10 contains 33879 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 177093 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 230118 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203016 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 76389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685552.000000 Penalty: 88616.031250
Iteration 239Q: 26 clusters Score -1.946856e+08 nChanged 25121
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 169303 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 18627 members 
Mstep: Class 5 contains 138792 members 
Mstep: Class 6 contains 86851 members 
Mstep: Class 7 contains 8310 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 80447 members 
Mstep: Class 10 contains 34093 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 18151 members 
Mstep: Class 16 contains 178822 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 230775 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203979 members 
Mstep: Class 21 contains 50648 members 
Mstep: Class 22 contains 76587 members 
Mstep: Class 23 contains 97091 members 
Mstep: Class 24 contains 714 members 
Mstep: Class 25 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693104.000000 Penalty: 88616.031250
Iteration 240F: 26 clusters Score -1.946931e+08 nChanged 22192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 179063 members 
Mstep: Class 2 contains 168980 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 138296 members 
Mstep: Class 6 contains 87778 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 80352 members 
Mstep: Class 10 contains 33311 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 18027 members 
Mstep: Class 16 contains 178267 members 
Mstep: Class 17 contains 13682 members 
Mstep: Class 18 contains 229743 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203831 members 
Mstep: Class 21 contains 50669 members 
Mstep: Class 22 contains 76544 members 
Mstep: Class 23 contains 100088 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 26 clusters Score -1.946968e+08 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178908 members 
Mstep: Class 2 contains 168819 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 18284 members 
Mstep: Class 5 contains 137912 members 
Mstep: Class 6 contains 89003 members 
Mstep: Class 7 contains 8293 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 80180 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6117 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 17959 members 
Mstep: Class 16 contains 177774 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 228839 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 203588 members 
Mstep: Class 21 contains 50704 members 
Mstep: Class 22 contains 76504 members 
Mstep: Class 23 contains 102908 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699008.000000 Penalty: 88616.031250
Iteration 242Q: 26 clusters Score -1.94699e+08 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178624 members 
Mstep: Class 2 contains 168586 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 18133 members 
Mstep: Class 5 contains 137623 members 
Mstep: Class 6 contains 90309 members 
Mstep: Class 7 contains 8278 members 
Mstep: Class 8 contains 4753 members 
Mstep: Class 9 contains 79963 members 
Mstep: Class 10 contains 31059 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6069 members 
Mstep: Class 13 contains 2672 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 17892 members 
Mstep: Class 16 contains 177096 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 18 contains 227902 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203353 members 
Mstep: Class 21 contains 50727 members 
Mstep: Class 22 contains 76514 members 
Mstep: Class 23 contains 106041 members 
Mstep: Class 24 contains 722 members 
Mstep: Class 25 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701792.000000 Penalty: 88616.031250
Iteration 243Q: 26 clusters Score -1.947018e+08 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 168381 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 18042 members 
Mstep: Class 5 contains 137378 members 
Mstep: Class 6 contains 91631 members 
Mstep: Class 7 contains 8260 members 
Mstep: Class 8 contains 4757 members 
Mstep: Class 9 contains 79761 members 
Mstep: Class 10 contains 29824 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 6040 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 17819 members 
Mstep: Class 16 contains 176261 members 
Mstep: Class 17 contains 13685 members 
Mstep: Class 18 contains 226904 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 203154 members 
Mstep: Class 21 contains 50752 members 
Mstep: Class 22 contains 76531 members 
Mstep: Class 23 contains 109147 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703808.000000 Penalty: 88616.031250
Iteration 244Q: 26 clusters Score -1.947038e+08 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 178160 members 
Mstep: Class 2 contains 168134 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17953 members 
Mstep: Class 5 contains 137138 members 
Mstep: Class 6 contains 92972 members 
Mstep: Class 7 contains 8239 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 79565 members 
Mstep: Class 10 contains 28564 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 17774 members 
Mstep: Class 16 contains 175408 members 
Mstep: Class 17 contains 13684 members 
Mstep: Class 18 contains 225872 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 202970 members 
Mstep: Class 21 contains 50750 members 
Mstep: Class 22 contains 76544 members 
Mstep: Class 23 contains 112318 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706544.000000 Penalty: 88616.031250
Iteration 245Q: 26 clusters Score -1.947065e+08 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 167874 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 5 contains 136915 members 
Mstep: Class 6 contains 94241 members 
Mstep: Class 7 contains 8219 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 79370 members 
Mstep: Class 10 contains 27360 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5962 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 17724 members 
Mstep: Class 16 contains 174581 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 224972 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 202803 members 
Mstep: Class 21 contains 50734 members 
Mstep: Class 22 contains 76520 members 
Mstep: Class 23 contains 115352 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708384.000000 Penalty: 88616.031250
Iteration 246Q: 26 clusters Score -1.947084e+08 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177726 members 
Mstep: Class 2 contains 167575 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17827 members 
Mstep: Class 5 contains 136704 members 
Mstep: Class 6 contains 95520 members 
Mstep: Class 7 contains 8202 members 
Mstep: Class 8 contains 4760 members 
Mstep: Class 9 contains 79183 members 
Mstep: Class 10 contains 26241 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5917 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 173727 members 
Mstep: Class 17 contains 13671 members 
Mstep: Class 18 contains 223991 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 202658 members 
Mstep: Class 21 contains 50710 members 
Mstep: Class 22 contains 76465 members 
Mstep: Class 23 contains 118377 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709424.000000 Penalty: 88616.031250
Iteration 247Q: 26 clusters Score -1.947094e+08 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177585 members 
Mstep: Class 2 contains 167232 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17779 members 
Mstep: Class 5 contains 136569 members 
Mstep: Class 6 contains 96731 members 
Mstep: Class 7 contains 8181 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 79017 members 
Mstep: Class 10 contains 25254 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5875 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 172861 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 222990 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 202439 members 
Mstep: Class 21 contains 50705 members 
Mstep: Class 22 contains 76384 members 
Mstep: Class 23 contains 121303 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710592.000000 Penalty: 88616.031250
Iteration 248Q: 26 clusters Score -1.947106e+08 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177450 members 
Mstep: Class 2 contains 166878 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17721 members 
Mstep: Class 5 contains 136390 members 
Mstep: Class 6 contains 97820 members 
Mstep: Class 7 contains 8159 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 78839 members 
Mstep: Class 10 contains 24417 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 17577 members 
Mstep: Class 16 contains 171969 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 222060 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 202266 members 
Mstep: Class 21 contains 50677 members 
Mstep: Class 22 contains 76325 members 
Mstep: Class 23 contains 124158 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712032.000000 Penalty: 88616.031250
Iteration 249Q: 26 clusters Score -1.94712e+08 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177321 members 
Mstep: Class 2 contains 166496 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17645 members 
Mstep: Class 5 contains 136174 members 
Mstep: Class 6 contains 98897 members 
Mstep: Class 7 contains 8133 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 78659 members 
Mstep: Class 10 contains 23705 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 17525 members 
Mstep: Class 16 contains 171065 members 
Mstep: Class 17 contains 13641 members 
Mstep: Class 18 contains 221253 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 202098 members 
Mstep: Class 21 contains 50612 members 
Mstep: Class 22 contains 76281 members 
Mstep: Class 23 contains 126884 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713024.000000 Penalty: 88616.031250
Iteration 250Q: 26 clusters Score -1.94713e+08 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177168 members 
Mstep: Class 2 contains 166150 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17611 members 
Mstep: Class 5 contains 135954 members 
Mstep: Class 6 contains 99816 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 78488 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5780 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 17462 members 
Mstep: Class 16 contains 170213 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 220428 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 201941 members 
Mstep: Class 21 contains 50566 members 
Mstep: Class 22 contains 76221 members 
Mstep: Class 23 contains 129503 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714880.000000 Penalty: 88616.031250
Iteration 251Q: 26 clusters Score -1.947149e+08 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 177039 members 
Mstep: Class 2 contains 165724 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17571 members 
Mstep: Class 5 contains 135726 members 
Mstep: Class 6 contains 100673 members 
Mstep: Class 7 contains 8069 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 78332 members 
Mstep: Class 10 contains 22675 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5765 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 169386 members 
Mstep: Class 17 contains 13623 members 
Mstep: Class 18 contains 219665 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 201825 members 
Mstep: Class 21 contains 50542 members 
Mstep: Class 22 contains 76170 members 
Mstep: Class 23 contains 132039 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715584.000000 Penalty: 88616.031250
Iteration 252Q: 26 clusters Score -1.947156e+08 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176822 members 
Mstep: Class 2 contains 165287 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17556 members 
Mstep: Class 5 contains 135440 members 
Mstep: Class 6 contains 101524 members 
Mstep: Class 7 contains 8028 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 78201 members 
Mstep: Class 10 contains 22297 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5739 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 17301 members 
Mstep: Class 16 contains 168634 members 
Mstep: Class 17 contains 13622 members 
Mstep: Class 18 contains 218852 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 201707 members 
Mstep: Class 21 contains 50537 members 
Mstep: Class 22 contains 76113 members 
Mstep: Class 23 contains 134547 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716288.000000 Penalty: 88616.031250
Iteration 253Q: 26 clusters Score -1.947163e+08 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176642 members 
Mstep: Class 2 contains 164903 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17524 members 
Mstep: Class 5 contains 135173 members 
Mstep: Class 6 contains 102268 members 
Mstep: Class 7 contains 7990 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 78082 members 
Mstep: Class 10 contains 21924 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5721 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 17233 members 
Mstep: Class 16 contains 167848 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 218056 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 201627 members 
Mstep: Class 21 contains 50529 members 
Mstep: Class 22 contains 76058 members 
Mstep: Class 23 contains 137016 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717168.000000 Penalty: 88616.031250
Iteration 254Q: 26 clusters Score -1.947172e+08 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 164516 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17509 members 
Mstep: Class 5 contains 134892 members 
Mstep: Class 6 contains 102955 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 77987 members 
Mstep: Class 10 contains 21613 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 17129 members 
Mstep: Class 16 contains 167217 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 217299 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 201480 members 
Mstep: Class 21 contains 50516 members 
Mstep: Class 22 contains 76009 members 
Mstep: Class 23 contains 139378 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718704.000000 Penalty: 88616.031250
Iteration 255Q: 26 clusters Score -1.947187e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176345 members 
Mstep: Class 2 contains 164132 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17507 members 
Mstep: Class 5 contains 134571 members 
Mstep: Class 6 contains 103574 members 
Mstep: Class 7 contains 7907 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 77889 members 
Mstep: Class 10 contains 21339 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5687 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 17041 members 
Mstep: Class 16 contains 166657 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 216572 members 
Mstep: Class 19 contains 1176 members 
Mstep: Class 20 contains 201323 members 
Mstep: Class 21 contains 50499 members 
Mstep: Class 22 contains 75959 members 
Mstep: Class 23 contains 141618 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719456.000000 Penalty: 88616.031250
Iteration 256Q: 26 clusters Score -1.947195e+08 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176304 members 
Mstep: Class 2 contains 163771 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17495 members 
Mstep: Class 5 contains 134209 members 
Mstep: Class 6 contains 104134 members 
Mstep: Class 7 contains 7878 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 77787 members 
Mstep: Class 10 contains 21090 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5668 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 166103 members 
Mstep: Class 17 contains 13623 members 
Mstep: Class 18 contains 215969 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 201116 members 
Mstep: Class 21 contains 50474 members 
Mstep: Class 22 contains 75927 members 
Mstep: Class 23 contains 143741 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720080.000000 Penalty: 88616.031250
Iteration 257Q: 26 clusters Score -1.947201e+08 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176255 members 
Mstep: Class 2 contains 163358 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17468 members 
Mstep: Class 5 contains 133821 members 
Mstep: Class 6 contains 104659 members 
Mstep: Class 7 contains 7856 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 77661 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5648 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 16897 members 
Mstep: Class 16 contains 165641 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 215414 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 200961 members 
Mstep: Class 21 contains 50450 members 
Mstep: Class 22 contains 75924 members 
Mstep: Class 23 contains 145769 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720976.000000 Penalty: 88616.031250
Iteration 258Q: 26 clusters Score -1.94721e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 162949 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 133452 members 
Mstep: Class 6 contains 105143 members 
Mstep: Class 7 contains 7832 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 77549 members 
Mstep: Class 10 contains 20644 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5635 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 16816 members 
Mstep: Class 16 contains 165140 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 214895 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 200765 members 
Mstep: Class 21 contains 50440 members 
Mstep: Class 22 contains 75917 members 
Mstep: Class 23 contains 147835 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721680.000000 Penalty: 88616.031250
Iteration 259Q: 26 clusters Score -1.947217e+08 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 176062 members 
Mstep: Class 2 contains 162507 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 17404 members 
Mstep: Class 5 contains 133081 members 
Mstep: Class 6 contains 105584 members 
Mstep: Class 7 contains 7811 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 77433 members 
Mstep: Class 10 contains 20451 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 164653 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 214505 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 200580 members 
Mstep: Class 21 contains 50428 members 
Mstep: Class 22 contains 75913 members 
Mstep: Class 23 contains 149821 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721504.000000 Penalty: 88616.031250
Iteration 260F: 26 clusters Score -1.947215e+08 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175936 members 
Mstep: Class 2 contains 162084 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17357 members 
Mstep: Class 5 contains 132698 members 
Mstep: Class 6 contains 105948 members 
Mstep: Class 7 contains 7787 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 77331 members 
Mstep: Class 10 contains 20389 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 16710 members 
Mstep: Class 16 contains 164212 members 
Mstep: Class 17 contains 13641 members 
Mstep: Class 18 contains 214149 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 200395 members 
Mstep: Class 21 contains 50418 members 
Mstep: Class 22 contains 75898 members 
Mstep: Class 23 contains 151677 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721744.000000 Penalty: 88616.031250
Iteration 261Q: 26 clusters Score -1.947217e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175827 members 
Mstep: Class 2 contains 161713 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17346 members 
Mstep: Class 5 contains 132338 members 
Mstep: Class 6 contains 106325 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 77228 members 
Mstep: Class 10 contains 20284 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 163826 members 
Mstep: Class 17 contains 13643 members 
Mstep: Class 18 contains 213824 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 200185 members 
Mstep: Class 21 contains 50414 members 
Mstep: Class 22 contains 75878 members 
Mstep: Class 23 contains 153383 members 
Mstep: Class 24 contains 724 members 
Mstep: Class 25 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721520.000000 Penalty: 88616.031250
Iteration 262Q: 26 clusters Score -1.947215e+08 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175707 members 
Mstep: Class 2 contains 161360 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17325 members 
Mstep: Class 5 contains 131959 members 
Mstep: Class 6 contains 106655 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 77145 members 
Mstep: Class 10 contains 20153 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 16602 members 
Mstep: Class 16 contains 163466 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 213549 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 200006 members 
Mstep: Class 21 contains 50398 members 
Mstep: Class 22 contains 75873 members 
Mstep: Class 23 contains 155047 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721952.000000 Penalty: 88616.031250
Iteration 263Q: 26 clusters Score -1.94722e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 161089 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17298 members 
Mstep: Class 5 contains 131576 members 
Mstep: Class 6 contains 106963 members 
Mstep: Class 7 contains 7727 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 77077 members 
Mstep: Class 10 contains 20025 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 16563 members 
Mstep: Class 16 contains 163101 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 213247 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 199819 members 
Mstep: Class 21 contains 50384 members 
Mstep: Class 22 contains 75868 members 
Mstep: Class 23 contains 156704 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723488.000000 Penalty: 88616.031250
Iteration 264Q: 26 clusters Score -1.947235e+08 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175401 members 
Mstep: Class 2 contains 160861 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17279 members 
Mstep: Class 5 contains 131173 members 
Mstep: Class 6 contains 107219 members 
Mstep: Class 7 contains 7704 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 77000 members 
Mstep: Class 10 contains 19932 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 16510 members 
Mstep: Class 16 contains 162733 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 213026 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 199603 members 
Mstep: Class 21 contains 50381 members 
Mstep: Class 22 contains 75897 members 
Mstep: Class 23 contains 158280 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724176.000000 Penalty: 88616.031250
Iteration 265Q: 26 clusters Score -1.947242e+08 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175270 members 
Mstep: Class 2 contains 160707 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17274 members 
Mstep: Class 5 contains 130731 members 
Mstep: Class 6 contains 107454 members 
Mstep: Class 7 contains 7692 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 76918 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5558 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 16454 members 
Mstep: Class 16 contains 162474 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 212832 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 199413 members 
Mstep: Class 21 contains 50378 members 
Mstep: Class 22 contains 75938 members 
Mstep: Class 23 contains 159673 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724624.000000 Penalty: 88616.031250
Iteration 266Q: 26 clusters Score -1.947246e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175147 members 
Mstep: Class 2 contains 160617 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17269 members 
Mstep: Class 5 contains 130317 members 
Mstep: Class 6 contains 107681 members 
Mstep: Class 7 contains 7676 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 76855 members 
Mstep: Class 10 contains 19661 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5555 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 16411 members 
Mstep: Class 16 contains 162230 members 
Mstep: Class 17 contains 13661 members 
Mstep: Class 18 contains 212699 members 
Mstep: Class 19 contains 1177 members 
Mstep: Class 20 contains 199236 members 
Mstep: Class 21 contains 50373 members 
Mstep: Class 22 contains 75966 members 
Mstep: Class 23 contains 160876 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725552.000000 Penalty: 88616.031250
Iteration 267Q: 26 clusters Score -1.947256e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 160545 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17247 members 
Mstep: Class 5 contains 129918 members 
Mstep: Class 6 contains 107855 members 
Mstep: Class 7 contains 7662 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 76782 members 
Mstep: Class 10 contains 19562 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5541 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 16393 members 
Mstep: Class 16 contains 162028 members 
Mstep: Class 17 contains 13655 members 
Mstep: Class 18 contains 212668 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 199061 members 
Mstep: Class 21 contains 50369 members 
Mstep: Class 22 contains 76011 members 
Mstep: Class 23 contains 161889 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726112.000000 Penalty: 88616.031250
Iteration 268Q: 26 clusters Score -1.947261e+08 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174982 members 
Mstep: Class 2 contains 160486 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17223 members 
Mstep: Class 5 contains 129490 members 
Mstep: Class 6 contains 108033 members 
Mstep: Class 7 contains 7638 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 76719 members 
Mstep: Class 10 contains 19463 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5531 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 16357 members 
Mstep: Class 16 contains 161912 members 
Mstep: Class 17 contains 13654 members 
Mstep: Class 18 contains 212623 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198897 members 
Mstep: Class 21 contains 50377 members 
Mstep: Class 22 contains 76037 members 
Mstep: Class 23 contains 162808 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726176.000000 Penalty: 88616.031250
Iteration 269Q: 26 clusters Score -1.947262e+08 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 160508 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17208 members 
Mstep: Class 5 contains 129085 members 
Mstep: Class 6 contains 108191 members 
Mstep: Class 7 contains 7623 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 76638 members 
Mstep: Class 10 contains 19373 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5516 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 16333 members 
Mstep: Class 16 contains 161847 members 
Mstep: Class 17 contains 13654 members 
Mstep: Class 18 contains 212579 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198783 members 
Mstep: Class 21 contains 50371 members 
Mstep: Class 22 contains 76083 members 
Mstep: Class 23 contains 163531 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726944.000000 Penalty: 88616.031250
Iteration 270Q: 26 clusters Score -1.947269e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174865 members 
Mstep: Class 2 contains 160581 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17201 members 
Mstep: Class 5 contains 128688 members 
Mstep: Class 6 contains 108358 members 
Mstep: Class 7 contains 7609 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 76593 members 
Mstep: Class 10 contains 19243 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5504 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 16310 members 
Mstep: Class 16 contains 161794 members 
Mstep: Class 17 contains 13654 members 
Mstep: Class 18 contains 212552 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198662 members 
Mstep: Class 21 contains 50382 members 
Mstep: Class 22 contains 76112 members 
Mstep: Class 23 contains 164127 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726832.000000 Penalty: 88616.031250
Iteration 271Q: 26 clusters Score -1.947268e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 160634 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17205 members 
Mstep: Class 5 contains 128298 members 
Mstep: Class 6 contains 108505 members 
Mstep: Class 7 contains 7595 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 76550 members 
Mstep: Class 10 contains 19159 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5492 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 16284 members 
Mstep: Class 16 contains 161782 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 212553 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198579 members 
Mstep: Class 21 contains 50391 members 
Mstep: Class 22 contains 76152 members 
Mstep: Class 23 contains 164568 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727008.000000 Penalty: 88616.031250
Iteration 272Q: 26 clusters Score -1.94727e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 160697 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17203 members 
Mstep: Class 5 contains 127918 members 
Mstep: Class 6 contains 108653 members 
Mstep: Class 7 contains 7584 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 76506 members 
Mstep: Class 10 contains 19082 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 16266 members 
Mstep: Class 16 contains 161792 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 212593 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198537 members 
Mstep: Class 21 contains 50398 members 
Mstep: Class 22 contains 76179 members 
Mstep: Class 23 contains 164849 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727312.000000 Penalty: 88616.031250
Iteration 273Q: 26 clusters Score -1.947273e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174806 members 
Mstep: Class 2 contains 160763 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17204 members 
Mstep: Class 5 contains 127536 members 
Mstep: Class 6 contains 108815 members 
Mstep: Class 7 contains 7572 members 
Mstep: Class 8 contains 4773 members 
Mstep: Class 9 contains 76457 members 
Mstep: Class 10 contains 18999 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 16245 members 
Mstep: Class 16 contains 161860 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 212646 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198536 members 
Mstep: Class 21 contains 50395 members 
Mstep: Class 22 contains 76211 members 
Mstep: Class 23 contains 165040 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727408.000000 Penalty: 88616.031250
Iteration 274Q: 26 clusters Score -1.947274e+08 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174785 members 
Mstep: Class 2 contains 160836 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17213 members 
Mstep: Class 5 contains 127152 members 
Mstep: Class 6 contains 108999 members 
Mstep: Class 7 contains 7556 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 76418 members 
Mstep: Class 10 contains 18911 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 16225 members 
Mstep: Class 16 contains 161908 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 212735 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198496 members 
Mstep: Class 21 contains 50388 members 
Mstep: Class 22 contains 76249 members 
Mstep: Class 23 contains 165211 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727216.000000 Penalty: 88616.031250
Iteration 275Q: 26 clusters Score -1.947272e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174763 members 
Mstep: Class 2 contains 160910 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17224 members 
Mstep: Class 5 contains 126779 members 
Mstep: Class 6 contains 109182 members 
Mstep: Class 7 contains 7545 members 
Mstep: Class 8 contains 4775 members 
Mstep: Class 9 contains 76401 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 16209 members 
Mstep: Class 16 contains 161969 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 212863 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198434 members 
Mstep: Class 21 contains 50386 members 
Mstep: Class 22 contains 76280 members 
Mstep: Class 23 contains 165286 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727408.000000 Penalty: 88616.031250
Iteration 276Q: 26 clusters Score -1.947274e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 160999 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17247 members 
Mstep: Class 5 contains 126452 members 
Mstep: Class 6 contains 109341 members 
Mstep: Class 7 contains 7534 members 
Mstep: Class 8 contains 4774 members 
Mstep: Class 9 contains 76379 members 
Mstep: Class 10 contains 18798 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5472 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 16187 members 
Mstep: Class 16 contains 162043 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 213015 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198381 members 
Mstep: Class 21 contains 50385 members 
Mstep: Class 22 contains 76281 members 
Mstep: Class 23 contains 165322 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727216.000000 Penalty: 88616.031250
Iteration 277Q: 26 clusters Score -1.947272e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174713 members 
Mstep: Class 2 contains 161109 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 126086 members 
Mstep: Class 6 contains 109495 members 
Mstep: Class 7 contains 7525 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 76361 members 
Mstep: Class 10 contains 18766 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 162111 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 213182 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198347 members 
Mstep: Class 21 contains 50384 members 
Mstep: Class 22 contains 76299 members 
Mstep: Class 23 contains 165304 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727424.000000 Penalty: 88616.031250
Iteration 278Q: 26 clusters Score -1.947274e+08 nChanged 1572
Entering ConstructFrom: 
Score: -194727424.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (174690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174690 members 
Entering Unmasked Estep 
Score: -21587022.000000 Penalty: 2993.550537
	Iteration 0F: 2 clusters Score -2.158702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -21474824.000000 Penalty: 5987.101074
	Iteration 0F: 3 clusters Score -2.147482e+07 nChanged 83987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -21524276.000000 Penalty: 5987.101074
	Iteration 1F: 3 clusters Score -2.152428e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87006 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -21525588.000000 Penalty: 5987.101074
	Iteration 2Q: 3 clusters Score -2.152559e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -21526954.000000 Penalty: 5987.101074
	Iteration 3Q: 3 clusters Score -2.152695e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -21528608.000000 Penalty: 5987.101074
	Iteration 4Q: 3 clusters Score -2.152861e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -21530940.000000 Penalty: 5987.101074
	Iteration 5Q: 3 clusters Score -2.153094e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -21534104.000000 Penalty: 5987.101074
	Iteration 6Q: 3 clusters Score -2.15341e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -21538702.000000 Penalty: 5987.101074
	Iteration 7F: 3 clusters Score -2.15387e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -21545298.000000 Penalty: 5987.101074
	Iteration 8F: 3 clusters Score -2.15453e+07 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -21553436.000000 Penalty: 5987.101074
	Iteration 9F: 3 clusters Score -2.155344e+07 nChanged 11237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -21562070.000000 Penalty: 5987.101074
	Iteration 10F: 3 clusters Score -2.156207e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111607 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -21567902.000000 Penalty: 5987.101074
	Iteration 11F: 3 clusters Score -2.15679e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114548 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -21570422.000000 Penalty: 5987.101074
	Iteration 12Q: 3 clusters Score -2.157042e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117105 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -21571850.000000 Penalty: 5987.101074
	Iteration 13Q: 3 clusters Score -2.157185e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119594 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -21572784.000000 Penalty: 5987.101074
	Iteration 14Q: 3 clusters Score -2.157278e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122016 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -21573706.000000 Penalty: 5987.101074
	Iteration 15Q: 3 clusters Score -2.157371e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124464 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -21574696.000000 Penalty: 5987.101074
	Iteration 16Q: 3 clusters Score -2.15747e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -21575466.000000 Penalty: 5987.101074
	Iteration 17Q: 3 clusters Score -2.157547e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -21576248.000000 Penalty: 5987.101074
	Iteration 18Q: 3 clusters Score -2.157625e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -21577014.000000 Penalty: 5987.101074
	Iteration 19Q: 3 clusters Score -2.157701e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134147 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -21577864.000000 Penalty: 5987.101074
	Iteration 20F: 3 clusters Score -2.157786e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -21578700.000000 Penalty: 5987.101074
	Iteration 21Q: 3 clusters Score -2.15787e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138820 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -21579398.000000 Penalty: 5987.101074
	Iteration 22Q: 3 clusters Score -2.15794e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141078 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -21580030.000000 Penalty: 5987.101074
	Iteration 23Q: 3 clusters Score -2.158003e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143244 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -21580746.000000 Penalty: 5987.101074
	Iteration 24Q: 3 clusters Score -2.158075e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145421 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -21581478.000000 Penalty: 5987.101074
	Iteration 25Q: 3 clusters Score -2.158148e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -21582176.000000 Penalty: 5987.101074
	Iteration 26Q: 3 clusters Score -2.158218e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149751 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -21582844.000000 Penalty: 5987.101074
	Iteration 27Q: 3 clusters Score -2.158284e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151852 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -21583504.000000 Penalty: 5987.101074
	Iteration 28Q: 3 clusters Score -2.15835e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -21583996.000000 Penalty: 5987.101074
	Iteration 29Q: 3 clusters Score -2.1584e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -21584426.000000 Penalty: 5987.101074
	Iteration 30Q: 3 clusters Score -2.158443e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -21584874.000000 Penalty: 5987.101074
	Iteration 31Q: 3 clusters Score -2.158487e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -21585238.000000 Penalty: 5987.101074
	Iteration 32Q: 3 clusters Score -2.158524e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -21585358.000000 Penalty: 5987.101074
	Iteration 33Q: 3 clusters Score -2.158536e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -21585554.000000 Penalty: 5987.101074
	Iteration 34Q: 3 clusters Score -2.158555e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -21585682.000000 Penalty: 5987.101074
	Iteration 35Q: 3 clusters Score -2.158568e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165504 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -21585766.000000 Penalty: 5987.101074
	Iteration 36Q: 3 clusters Score -2.158577e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166531 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -21585800.000000 Penalty: 5987.101074
	Iteration 37Q: 3 clusters Score -2.15858e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -21585888.000000 Penalty: 5987.101074
	Iteration 38Q: 3 clusters Score -2.158589e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -21585950.000000 Penalty: 5987.101074
	Iteration 39Q: 3 clusters Score -2.158595e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -21586016.000000 Penalty: 5987.101074
	Iteration 40F: 3 clusters Score -2.158602e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21586070.000000 Penalty: 5987.101074
	Iteration 41Q: 3 clusters Score -2.158607e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -21585948.000000 Penalty: 5987.101074
	Iteration 42Q: 3 clusters Score -2.158595e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170202 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -21586040.000000 Penalty: 5987.101074
	Iteration 43Q: 3 clusters Score -2.158604e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -21586016.000000 Penalty: 5987.101074
	Iteration 44Q: 3 clusters Score -2.158602e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -21585988.000000 Penalty: 5987.101074
	Iteration 45Q: 3 clusters Score -2.158599e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171101 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -21585996.000000 Penalty: 5987.101074
	Iteration 46Q: 3 clusters Score -2.1586e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171304 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -21585964.000000 Penalty: 5987.101074
	Iteration 47Q: 3 clusters Score -2.158596e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171464 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -21585992.000000 Penalty: 5987.101074
	Iteration 48Q: 3 clusters Score -2.158599e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171593 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -21585992.000000 Penalty: 5987.101074
	Iteration 49Q: 3 clusters Score -2.158599e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171709 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -21586008.000000 Penalty: 5987.101074
	Iteration 50Q: 3 clusters Score -2.158601e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171812 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -21586016.000000 Penalty: 5987.101074
	Iteration 51Q: 3 clusters Score -2.158602e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171907 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21586012.000000 Penalty: 5987.101074
	Iteration 52Q: 3 clusters Score -2.158601e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171988 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21586034.000000 Penalty: 5987.101074
	Iteration 53Q: 3 clusters Score -2.158603e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -21585994.000000 Penalty: 5987.101074
	Iteration 54Q: 3 clusters Score -2.158599e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172138 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21585974.000000 Penalty: 5987.101074
	Iteration 55Q: 3 clusters Score -2.158597e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172199 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21585996.000000 Penalty: 5987.101074
	Iteration 56Q: 3 clusters Score -2.1586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -21586010.000000 Penalty: 5987.101074
	Iteration 57Q: 3 clusters Score -2.158601e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21586008.000000 Penalty: 5987.101074
	Iteration 58Q: 3 clusters Score -2.158601e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172322 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21585978.000000 Penalty: 5987.101074
	Iteration 59Q: 3 clusters Score -2.158598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21585982.000000 Penalty: 5987.101074
	Iteration 60F: 3 clusters Score -2.158598e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172378 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -21585986.000000 Penalty: 5987.101074
	Iteration 61Q: 3 clusters Score -2.158599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -21586020.000000 Penalty: 5987.101074
	Iteration 62Q: 3 clusters Score -2.158602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172407 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21586000.000000 Penalty: 5987.101074
	Iteration 63Q: 3 clusters Score -2.1586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172426 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21586004.000000 Penalty: 5987.101074
	Iteration 64Q: 3 clusters Score -2.1586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21585976.000000 Penalty: 5987.101074
	Iteration 65Q: 3 clusters Score -2.158598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172456 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21585994.000000 Penalty: 5987.101074
	Iteration 66Q: 3 clusters Score -2.158599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172477 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21585984.000000 Penalty: 5987.101074
	Iteration 67Q: 3 clusters Score -2.158598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172501 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21585974.000000 Penalty: 5987.101074
	Iteration 68Q: 3 clusters Score -2.158597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172527 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -21585986.000000 Penalty: 5987.101074
	Iteration 69Q: 3 clusters Score -2.158599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172540 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -21586000.000000 Penalty: 5987.101074
	Iteration 70Q: 3 clusters Score -2.1586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172550 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21586004.000000 Penalty: 5987.101074
	Iteration 71Q: 3 clusters Score -2.1586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -21585994.000000 Penalty: 5987.101074
	Iteration 72Q: 3 clusters Score -2.158599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172568 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21585998.000000 Penalty: 5987.101074
	Iteration 73Q: 3 clusters Score -2.1586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -21585988.000000 Penalty: 5987.101074
	Iteration 74Q: 3 clusters Score -2.158599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172581 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -21585982.000000 Penalty: 5987.101074
	Iteration 75Q: 3 clusters Score -2.158598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172588 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -21585970.000000 Penalty: 5987.101074
	Iteration 76Q: 3 clusters Score -2.158597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21585952.000000 Penalty: 5987.101074
	Iteration 77Q: 3 clusters Score -2.158595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21585964.000000 Penalty: 5987.101074
	Iteration 78Q: 3 clusters Score -2.158596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -21585952.000000 Penalty: 5987.101074
	Iteration 79Q: 3 clusters Score -2.158595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172615 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -21585944.000000 Penalty: 5987.101074
	Iteration 80F: 3 clusters Score -2.158594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172616 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21585972.000000 Penalty: 5987.101074
	Iteration 81Q: 3 clusters Score -2.158597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -21585974.000000 Penalty: 5987.101074
	Iteration 82Q: 3 clusters Score -2.158597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21585980.000000 Penalty: 5987.101074
	Iteration 83Q: 3 clusters Score -2.158598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21585986.000000 Penalty: 5987.101074
	Iteration 84Q: 3 clusters Score -2.158599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172631 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21585946.000000 Penalty: 5987.101074
	Iteration 85Q: 3 clusters Score -2.158595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -21585960.000000 Penalty: 5987.101074
	Iteration 86Q: 3 clusters Score -2.158596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172639 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21585972.000000 Penalty: 5987.101074
	Iteration 87Q: 3 clusters Score -2.158597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172641 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21585962.000000 Penalty: 5987.101074
	Iteration 88Q: 3 clusters Score -2.158596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172642 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -21585972.000000 Penalty: 5987.101074
	Iteration 89Q: 3 clusters Score -2.158597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172644 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -21585980.000000 Penalty: 5987.101074
	Iteration 90Q: 3 clusters Score -2.158598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172650 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21585970.000000 Penalty: 5987.101074
	Iteration 91Q: 3 clusters Score -2.158597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172654 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21585964.000000 Penalty: 5987.101074
	Iteration 92Q: 3 clusters Score -2.158596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -21585950.000000 Penalty: 5987.101074
	Iteration 93Q: 3 clusters Score -2.158595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21585938.000000 Penalty: 5987.101074
	Iteration 94Q: 3 clusters Score -2.158594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172667 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21585950.000000 Penalty: 5987.101074
	Iteration 95Q: 3 clusters Score -2.158595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172676 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21585944.000000 Penalty: 5987.101074
	Iteration 96Q: 3 clusters Score -2.158594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172683 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -21585938.000000 Penalty: 5987.101074
	Iteration 97Q: 3 clusters Score -2.158594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21585946.000000 Penalty: 5987.101074
	Iteration 98Q: 3 clusters Score -2.158595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172691 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -21585958.000000 Penalty: 5987.101074
	Iteration 99Q: 3 clusters Score -2.158596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172699 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -21585960.000000 Penalty: 5987.101074
	Iteration 100F: 3 clusters Score -2.158596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21585970.000000 Penalty: 5987.101074
	Iteration 101Q: 3 clusters Score -2.158597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172698 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21585954.000000 Penalty: 5987.101074
	Iteration 102Q: 3 clusters Score -2.158595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172701 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -21585956.000000 Penalty: 5987.101074
	Iteration 103Q: 3 clusters Score -2.158596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21585952.000000 Penalty: 5987.101074
	Iteration 104Q: 3 clusters Score -2.158595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172707 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21585940.000000 Penalty: 5987.101074
	Iteration 105Q: 3 clusters Score -2.158594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172708 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21585938.000000 Penalty: 5987.101074
	Iteration 106Q: 3 clusters Score -2.158594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172708 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21585938.000000 Penalty: 5987.101074
	Iteration 107F: 3 clusters Score -2.158594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (161220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Entering Unmasked Estep 
Score: -20043872.000000 Penalty: 2973.650146
	Iteration 0F: 2 clusters Score -2.004387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -19936786.000000 Penalty: 5947.300293
	Iteration 0F: 3 clusters Score -1.993679e+07 nChanged 77383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -19981630.000000 Penalty: 5947.300293
	Iteration 1F: 3 clusters Score -1.998163e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -19982624.000000 Penalty: 5947.300293
	Iteration 2Q: 3 clusters Score -1.998262e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -19983910.000000 Penalty: 5947.300293
	Iteration 3Q: 3 clusters Score -1.998391e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85772 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -19985484.000000 Penalty: 5947.300293
	Iteration 4Q: 3 clusters Score -1.998548e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -19987658.000000 Penalty: 5947.300293
	Iteration 5Q: 3 clusters Score -1.998766e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -19990908.000000 Penalty: 5947.300293
	Iteration 6Q: 3 clusters Score -1.999091e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -19995466.000000 Penalty: 5947.300293
	Iteration 7Q: 3 clusters Score -1.999547e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -20001440.000000 Penalty: 5947.300293
	Iteration 8F: 3 clusters Score -2.000144e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -20008798.000000 Penalty: 5947.300293
	Iteration 9F: 3 clusters Score -2.00088e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -20016074.000000 Penalty: 5947.300293
	Iteration 10F: 3 clusters Score -2.001607e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107526 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -20020892.000000 Penalty: 5947.300293
	Iteration 11F: 3 clusters Score -2.002089e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -20023262.000000 Penalty: 5947.300293
	Iteration 12Q: 3 clusters Score -2.002326e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -20024258.000000 Penalty: 5947.300293
	Iteration 13Q: 3 clusters Score -2.002426e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -20024756.000000 Penalty: 5947.300293
	Iteration 14Q: 3 clusters Score -2.002476e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112462 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -20025462.000000 Penalty: 5947.300293
	Iteration 15Q: 3 clusters Score -2.002546e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -20025962.000000 Penalty: 5947.300293
	Iteration 16Q: 3 clusters Score -2.002596e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -20026478.000000 Penalty: 5947.300293
	Iteration 17Q: 3 clusters Score -2.002648e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -20027018.000000 Penalty: 5947.300293
	Iteration 18Q: 3 clusters Score -2.002702e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -20027368.000000 Penalty: 5947.300293
	Iteration 19Q: 3 clusters Score -2.002737e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -20027962.000000 Penalty: 5947.300293
	Iteration 20F: 3 clusters Score -2.002796e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -20028474.000000 Penalty: 5947.300293
	Iteration 21Q: 3 clusters Score -2.002847e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -20028924.000000 Penalty: 5947.300293
	Iteration 22Q: 3 clusters Score -2.002892e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -20029486.000000 Penalty: 5947.300293
	Iteration 23Q: 3 clusters Score -2.002949e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126498 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -20030166.000000 Penalty: 5947.300293
	Iteration 24Q: 3 clusters Score -2.003017e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128323 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -20030628.000000 Penalty: 5947.300293
	Iteration 25Q: 3 clusters Score -2.003063e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130144 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -20031128.000000 Penalty: 5947.300293
	Iteration 26Q: 3 clusters Score -2.003113e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131992 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -20031748.000000 Penalty: 5947.300293
	Iteration 27Q: 3 clusters Score -2.003175e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133854 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -20032386.000000 Penalty: 5947.300293
	Iteration 28Q: 3 clusters Score -2.003239e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -20032952.000000 Penalty: 5947.300293
	Iteration 29Q: 3 clusters Score -2.003295e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137685 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -20033552.000000 Penalty: 5947.300293
	Iteration 30Q: 3 clusters Score -2.003355e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139661 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -20034242.000000 Penalty: 5947.300293
	Iteration 31Q: 3 clusters Score -2.003424e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141588 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -20034830.000000 Penalty: 5947.300293
	Iteration 32Q: 3 clusters Score -2.003483e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143490 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -20035504.000000 Penalty: 5947.300293
	Iteration 33Q: 3 clusters Score -2.00355e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145407 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -20036196.000000 Penalty: 5947.300293
	Iteration 34Q: 3 clusters Score -2.00362e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -20036990.000000 Penalty: 5947.300293
	Iteration 35Q: 3 clusters Score -2.003699e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -20037590.000000 Penalty: 5947.300293
	Iteration 36Q: 3 clusters Score -2.003759e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -20038156.000000 Penalty: 5947.300293
	Iteration 37Q: 3 clusters Score -2.003816e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152117 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -20038704.000000 Penalty: 5947.300293
	Iteration 38Q: 3 clusters Score -2.00387e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -20039256.000000 Penalty: 5947.300293
	Iteration 39Q: 3 clusters Score -2.003926e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -20039590.000000 Penalty: 5947.300293
	Iteration 40F: 3 clusters Score -2.003959e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -20039872.000000 Penalty: 5947.300293
	Iteration 41Q: 3 clusters Score -2.003987e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -20040238.000000 Penalty: 5947.300293
	Iteration 42Q: 3 clusters Score -2.004024e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -20040466.000000 Penalty: 5947.300293
	Iteration 43Q: 3 clusters Score -2.004047e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157775 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -20040694.000000 Penalty: 5947.300293
	Iteration 44Q: 3 clusters Score -2.004069e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158201 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -20040812.000000 Penalty: 5947.300293
	Iteration 45Q: 3 clusters Score -2.004081e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158550 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -20040986.000000 Penalty: 5947.300293
	Iteration 46Q: 3 clusters Score -2.004099e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158807 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -20041072.000000 Penalty: 5947.300293
	Iteration 47Q: 3 clusters Score -2.004107e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -20041108.000000 Penalty: 5947.300293
	Iteration 48Q: 3 clusters Score -2.004111e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -20041154.000000 Penalty: 5947.300293
	Iteration 49Q: 3 clusters Score -2.004115e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -20041210.000000 Penalty: 5947.300293
	Iteration 50Q: 3 clusters Score -2.004121e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20041280.000000 Penalty: 5947.300293
	Iteration 51Q: 3 clusters Score -2.004128e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20041308.000000 Penalty: 5947.300293
	Iteration 52Q: 3 clusters Score -2.004131e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -20041358.000000 Penalty: 5947.300293
	Iteration 53Q: 3 clusters Score -2.004136e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20041386.000000 Penalty: 5947.300293
	Iteration 54Q: 3 clusters Score -2.004139e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -20041416.000000 Penalty: 5947.300293
	Iteration 55Q: 3 clusters Score -2.004142e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20041406.000000 Penalty: 5947.300293
	Iteration 56Q: 3 clusters Score -2.004141e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20041420.000000 Penalty: 5947.300293
	Iteration 57Q: 3 clusters Score -2.004142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20041424.000000 Penalty: 5947.300293
	Iteration 58Q: 3 clusters Score -2.004142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159852 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20041446.000000 Penalty: 5947.300293
	Iteration 59Q: 3 clusters Score -2.004145e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159882 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20041446.000000 Penalty: 5947.300293
	Iteration 60F: 3 clusters Score -2.004145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20041452.000000 Penalty: 5947.300293
	Iteration 61Q: 3 clusters Score -2.004145e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20041446.000000 Penalty: 5947.300293
	Iteration 62Q: 3 clusters Score -2.004145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159939 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20041454.000000 Penalty: 5947.300293
	Iteration 63Q: 3 clusters Score -2.004145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159957 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20041458.000000 Penalty: 5947.300293
	Iteration 64Q: 3 clusters Score -2.004146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -20041456.000000 Penalty: 5947.300293
	Iteration 65Q: 3 clusters Score -2.004146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20041468.000000 Penalty: 5947.300293
	Iteration 66Q: 3 clusters Score -2.004147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -20041456.000000 Penalty: 5947.300293
	Iteration 67Q: 3 clusters Score -2.004146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20041462.000000 Penalty: 5947.300293
	Iteration 68Q: 3 clusters Score -2.004146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -20041460.000000 Penalty: 5947.300293
	Iteration 69Q: 3 clusters Score -2.004146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160030 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20041484.000000 Penalty: 5947.300293
	Iteration 70Q: 3 clusters Score -2.004148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20041490.000000 Penalty: 5947.300293
	Iteration 71Q: 3 clusters Score -2.004149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20041490.000000 Penalty: 5947.300293
	Iteration 72Q: 3 clusters Score -2.004149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160053 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20041498.000000 Penalty: 5947.300293
	Iteration 73Q: 3 clusters Score -2.00415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20041504.000000 Penalty: 5947.300293
	Iteration 74Q: 3 clusters Score -2.00415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160067 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20041510.000000 Penalty: 5947.300293
	Iteration 75Q: 3 clusters Score -2.004151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20041500.000000 Penalty: 5947.300293
	Iteration 76Q: 3 clusters Score -2.00415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20041504.000000 Penalty: 5947.300293
	Iteration 77Q: 3 clusters Score -2.00415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -20041518.000000 Penalty: 5947.300293
	Iteration 78Q: 3 clusters Score -2.004152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160088 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -20041510.000000 Penalty: 5947.300293
	Iteration 79Q: 3 clusters Score -2.004151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -20041516.000000 Penalty: 5947.300293
	Iteration 80F: 3 clusters Score -2.004152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20041508.000000 Penalty: 5947.300293
	Iteration 81Q: 3 clusters Score -2.004151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20041510.000000 Penalty: 5947.300293
	Iteration 82Q: 3 clusters Score -2.004151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -20041510.000000 Penalty: 5947.300293
	Iteration 83F: 3 clusters Score -2.004151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -152577.125000 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -152577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150423.734375 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -150423.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -150872.546875 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -150872.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -151055.093750 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -151055.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -151218.984375 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -151219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151396.062500 Penalty: 3601.567627
	Iteration 4Q: 3 clusters Score -151396.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151526.328125 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -151526.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -151644.484375 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -151644.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -151747.453125 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -151747.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -151895.093750 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -151895.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -152027.546875 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -152027.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152141.468750 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -152141.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -152246.125000 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -152246.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -152337.000000 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -152337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -152421.328125 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -152421.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152513.171875 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -152513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152572.750000 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -152572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -152631.359375 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -152631.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152638.921875 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -152638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152644.750000 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -152644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -152647.078125 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -152647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -152653.937500 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -152653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -152674.187500 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -152674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -152807.281250 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -152807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -153033.421875 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -153033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -153086.140625 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -153086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -153088.281250 Penalty: 3601.567627
	Iteration 25Q: 3 clusters Score -153088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -153089.359375 Penalty: 3601.567627
	Iteration 26Q: 3 clusters Score -153089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -153091.421875 Penalty: 3601.567627
	Iteration 27Q: 3 clusters Score -153091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153091.734375 Penalty: 3601.567627
	Iteration 28Q: 3 clusters Score -153091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153091.734375 Penalty: 3601.567627
	Iteration 29F: 3 clusters Score -153091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174690 members 
Mstep: Class 2 contains 161220 members 
Mstep: Class 3 contains 397 members 
Mstep: Class 4 contains 17285 members 
Mstep: Class 5 contains 125744 members 
Mstep: Class 6 contains 109639 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76345 members 
Mstep: Class 10 contains 18733 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 16152 members 
Mstep: Class 16 contains 162188 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 213338 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198339 members 
Mstep: Class 21 contains 50380 members 
Mstep: Class 22 contains 76305 members 
Mstep: Class 23 contains 165237 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1027 members 
Entering Unmasked Estep 
Score: -194726320.000000 Penalty: 92160.671875
Splitting cluster 3 changes total score from -194727424.000000 to -194726320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Entering Unmasked Estep 
Score: -2078230.625000 Penalty: 2419.883301
	Iteration 0F: 2 clusters Score -2078231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2065912.625000 Penalty: 4839.766602
	Iteration 0F: 3 clusters Score -2065913 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2069810.875000 Penalty: 4839.766602
	Iteration 1F: 3 clusters Score -2069811 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2070204.750000 Penalty: 4839.766602
	Iteration 2F: 3 clusters Score -2070205 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2070531.000000 Penalty: 4839.766602
	Iteration 3Q: 3 clusters Score -2070531 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2070839.375000 Penalty: 4839.766602
	Iteration 4Q: 3 clusters Score -2070839 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2071119.625000 Penalty: 4839.766602
	Iteration 5Q: 3 clusters Score -2071120 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2071356.250000 Penalty: 4839.766602
	Iteration 6Q: 3 clusters Score -2071356 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2071610.625000 Penalty: 4839.766602
	Iteration 7Q: 3 clusters Score -2071611 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2071892.500000 Penalty: 4839.766602
	Iteration 8Q: 3 clusters Score -2071892 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2072208.500000 Penalty: 4839.766602
	Iteration 9Q: 3 clusters Score -2072208 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2072587.250000 Penalty: 4839.766602
	Iteration 10Q: 3 clusters Score -2072587 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2073075.875000 Penalty: 4839.766602
	Iteration 11Q: 3 clusters Score -2073076 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2073653.875000 Penalty: 4839.766602
	Iteration 12Q: 3 clusters Score -2073654 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2074219.375000 Penalty: 4839.766602
	Iteration 13Q: 3 clusters Score -2074219 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2074723.375000 Penalty: 4839.766602
	Iteration 14Q: 3 clusters Score -2074723 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2075144.625000 Penalty: 4839.766602
	Iteration 15Q: 3 clusters Score -2075145 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2075463.750000 Penalty: 4839.766602
	Iteration 16Q: 3 clusters Score -2075464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2075667.375000 Penalty: 4839.766602
	Iteration 17Q: 3 clusters Score -2075667 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2075826.000000 Penalty: 4839.766602
	Iteration 18Q: 3 clusters Score -2075826 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2075940.125000 Penalty: 4839.766602
	Iteration 19Q: 3 clusters Score -2075940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2076045.875000 Penalty: 4839.766602
	Iteration 20F: 3 clusters Score -2076046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2076135.250000 Penalty: 4839.766602
	Iteration 21Q: 3 clusters Score -2076135 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2076207.500000 Penalty: 4839.766602
	Iteration 22Q: 3 clusters Score -2076208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2076255.625000 Penalty: 4839.766602
	Iteration 23Q: 3 clusters Score -2076256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2076294.625000 Penalty: 4839.766602
	Iteration 24Q: 3 clusters Score -2076295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2076322.000000 Penalty: 4839.766602
	Iteration 25Q: 3 clusters Score -2076322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2076344.750000 Penalty: 4839.766602
	Iteration 26Q: 3 clusters Score -2076345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2076364.375000 Penalty: 4839.766602
	Iteration 27Q: 3 clusters Score -2076364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2076381.625000 Penalty: 4839.766602
	Iteration 28Q: 3 clusters Score -2076382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2076393.625000 Penalty: 4839.766602
	Iteration 29Q: 3 clusters Score -2076394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2076405.875000 Penalty: 4839.766602
	Iteration 30Q: 3 clusters Score -2076406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2076410.375000 Penalty: 4839.766602
	Iteration 31Q: 3 clusters Score -2076410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2076417.875000 Penalty: 4839.766602
	Iteration 32Q: 3 clusters Score -2076418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2076420.750000 Penalty: 4839.766602
	Iteration 33Q: 3 clusters Score -2076421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2076422.125000 Penalty: 4839.766602
	Iteration 34Q: 3 clusters Score -2076422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2076427.875000 Penalty: 4839.766602
	Iteration 35Q: 3 clusters Score -2076428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2076431.875000 Penalty: 4839.766602
	Iteration 36Q: 3 clusters Score -2076432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2076433.750000 Penalty: 4839.766602
	Iteration 37Q: 3 clusters Score -2076434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2076445.125000 Penalty: 4839.766602
	Iteration 38Q: 3 clusters Score -2076445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2076447.250000 Penalty: 4839.766602
	Iteration 39Q: 3 clusters Score -2076447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2076451.750000 Penalty: 4839.766602
	Iteration 40F: 3 clusters Score -2076452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2076450.875000 Penalty: 4839.766602
	Iteration 41Q: 3 clusters Score -2076451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2076449.500000 Penalty: 4839.766602
	Iteration 42Q: 3 clusters Score -2076450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2076459.625000 Penalty: 4839.766602
	Iteration 43Q: 3 clusters Score -2076460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2076461.250000 Penalty: 4839.766602
	Iteration 44Q: 3 clusters Score -2076461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2076460.000000 Penalty: 4839.766602
	Iteration 45Q: 3 clusters Score -2076460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2076459.125000 Penalty: 4839.766602
	Iteration 46Q: 3 clusters Score -2076459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2076459.875000 Penalty: 4839.766602
	Iteration 47Q: 3 clusters Score -2076460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2076461.375000 Penalty: 4839.766602
	Iteration 48Q: 3 clusters Score -2076461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2076462.000000 Penalty: 4839.766602
	Iteration 49Q: 3 clusters Score -2076462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2076459.375000 Penalty: 4839.766602
	Iteration 50Q: 3 clusters Score -2076459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2076459.500000 Penalty: 4839.766602
	Iteration 51Q: 3 clusters Score -2076460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2076458.875000 Penalty: 4839.766602
	Iteration 52Q: 3 clusters Score -2076459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2076461.500000 Penalty: 4839.766602
	Iteration 53Q: 3 clusters Score -2076462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2076460.625000 Penalty: 4839.766602
	Iteration 54Q: 3 clusters Score -2076461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2076463.875000 Penalty: 4839.766602
	Iteration 55Q: 3 clusters Score -2076464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2076465.000000 Penalty: 4839.766602
	Iteration 56Q: 3 clusters Score -2076465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2076467.375000 Penalty: 4839.766602
	Iteration 57Q: 3 clusters Score -2076467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2076469.625000 Penalty: 4839.766602
	Iteration 58Q: 3 clusters Score -2076470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2076470.500000 Penalty: 4839.766602
	Iteration 59Q: 3 clusters Score -2076470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2076470.500000 Penalty: 4839.766602
	Iteration 60F: 3 clusters Score -2076470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Entering Unmasked Estep 
Score: -15593678.000000 Penalty: 2912.016846
	Iteration 0F: 2 clusters Score -1.559368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -15509746.000000 Penalty: 5824.033691
	Iteration 0F: 3 clusters Score -1.550975e+07 nChanged 60039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -15544539.000000 Penalty: 5824.033691
	Iteration 1F: 3 clusters Score -1.554454e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -15545501.000000 Penalty: 5824.033691
	Iteration 2Q: 3 clusters Score -1.55455e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -15546962.000000 Penalty: 5824.033691
	Iteration 3Q: 3 clusters Score -1.554696e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -15548772.000000 Penalty: 5824.033691
	Iteration 4Q: 3 clusters Score -1.554877e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -15551353.000000 Penalty: 5824.033691
	Iteration 5Q: 3 clusters Score -1.555135e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -15554847.000000 Penalty: 5824.033691
	Iteration 6F: 3 clusters Score -1.555485e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -15560083.000000 Penalty: 5824.033691
	Iteration 7F: 3 clusters Score -1.556008e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -15566954.000000 Penalty: 5824.033691
	Iteration 8F: 3 clusters Score -1.556695e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -15574611.000000 Penalty: 5824.033691
	Iteration 9F: 3 clusters Score -1.557461e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -15579445.000000 Penalty: 5824.033691
	Iteration 10F: 3 clusters Score -1.557944e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -15581638.000000 Penalty: 5824.033691
	Iteration 11Q: 3 clusters Score -1.558164e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -15582633.000000 Penalty: 5824.033691
	Iteration 12Q: 3 clusters Score -1.558263e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -15583398.000000 Penalty: 5824.033691
	Iteration 13Q: 3 clusters Score -1.55834e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -15583974.000000 Penalty: 5824.033691
	Iteration 14Q: 3 clusters Score -1.558397e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -15584560.000000 Penalty: 5824.033691
	Iteration 15Q: 3 clusters Score -1.558456e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95905 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -15584908.000000 Penalty: 5824.033691
	Iteration 16Q: 3 clusters Score -1.558491e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -15585404.000000 Penalty: 5824.033691
	Iteration 17Q: 3 clusters Score -1.55854e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -15585859.000000 Penalty: 5824.033691
	Iteration 18Q: 3 clusters Score -1.558586e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100538 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -15586311.000000 Penalty: 5824.033691
	Iteration 19Q: 3 clusters Score -1.558631e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -15586680.000000 Penalty: 5824.033691
	Iteration 20F: 3 clusters Score -1.558668e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -15587078.000000 Penalty: 5824.033691
	Iteration 21Q: 3 clusters Score -1.558708e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -15587551.000000 Penalty: 5824.033691
	Iteration 22Q: 3 clusters Score -1.558755e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106207 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -15587895.000000 Penalty: 5824.033691
	Iteration 23Q: 3 clusters Score -1.55879e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -15588260.000000 Penalty: 5824.033691
	Iteration 24Q: 3 clusters Score -1.558826e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -15588670.000000 Penalty: 5824.033691
	Iteration 25Q: 3 clusters Score -1.558867e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -15588987.000000 Penalty: 5824.033691
	Iteration 26Q: 3 clusters Score -1.558899e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111085 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -15589197.000000 Penalty: 5824.033691
	Iteration 27Q: 3 clusters Score -1.55892e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -15589506.000000 Penalty: 5824.033691
	Iteration 28Q: 3 clusters Score -1.558951e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -15589853.000000 Penalty: 5824.033691
	Iteration 29Q: 3 clusters Score -1.558985e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -15590154.000000 Penalty: 5824.033691
	Iteration 30Q: 3 clusters Score -1.559015e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -15590407.000000 Penalty: 5824.033691
	Iteration 31Q: 3 clusters Score -1.559041e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115719 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -15590637.000000 Penalty: 5824.033691
	Iteration 32Q: 3 clusters Score -1.559064e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -15590857.000000 Penalty: 5824.033691
	Iteration 33Q: 3 clusters Score -1.559086e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -15590988.000000 Penalty: 5824.033691
	Iteration 34Q: 3 clusters Score -1.559099e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -15591102.000000 Penalty: 5824.033691
	Iteration 35Q: 3 clusters Score -1.55911e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118248 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -15591215.000000 Penalty: 5824.033691
	Iteration 36Q: 3 clusters Score -1.559122e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118746 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -15591369.000000 Penalty: 5824.033691
	Iteration 37Q: 3 clusters Score -1.559137e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -15591444.000000 Penalty: 5824.033691
	Iteration 38Q: 3 clusters Score -1.559144e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -15591489.000000 Penalty: 5824.033691
	Iteration 39Q: 3 clusters Score -1.559149e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119944 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -15591597.000000 Penalty: 5824.033691
	Iteration 40F: 3 clusters Score -1.55916e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -15591690.000000 Penalty: 5824.033691
	Iteration 41Q: 3 clusters Score -1.559169e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -15591725.000000 Penalty: 5824.033691
	Iteration 42Q: 3 clusters Score -1.559172e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -15591749.000000 Penalty: 5824.033691
	Iteration 43Q: 3 clusters Score -1.559175e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120892 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -15591789.000000 Penalty: 5824.033691
	Iteration 44Q: 3 clusters Score -1.559179e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121059 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -15591840.000000 Penalty: 5824.033691
	Iteration 45Q: 3 clusters Score -1.559184e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121235 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -15591867.000000 Penalty: 5824.033691
	Iteration 46Q: 3 clusters Score -1.559187e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121400 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -15591887.000000 Penalty: 5824.033691
	Iteration 47Q: 3 clusters Score -1.559189e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121552 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -15591930.000000 Penalty: 5824.033691
	Iteration 48Q: 3 clusters Score -1.559193e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -15591961.000000 Penalty: 5824.033691
	Iteration 49Q: 3 clusters Score -1.559196e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -15591956.000000 Penalty: 5824.033691
	Iteration 50Q: 3 clusters Score -1.559196e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121917 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -15591999.000000 Penalty: 5824.033691
	Iteration 51Q: 3 clusters Score -1.5592e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -15592024.000000 Penalty: 5824.033691
	Iteration 52Q: 3 clusters Score -1.559202e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122111 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -15592042.000000 Penalty: 5824.033691
	Iteration 53Q: 3 clusters Score -1.559204e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -15592046.000000 Penalty: 5824.033691
	Iteration 54Q: 3 clusters Score -1.559205e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122266 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -15592054.000000 Penalty: 5824.033691
	Iteration 55Q: 3 clusters Score -1.559205e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122339 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -15592006.000000 Penalty: 5824.033691
	Iteration 56Q: 3 clusters Score -1.559201e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122397 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -15592056.000000 Penalty: 5824.033691
	Iteration 57Q: 3 clusters Score -1.559206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -15592095.000000 Penalty: 5824.033691
	Iteration 58Q: 3 clusters Score -1.55921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -15592096.000000 Penalty: 5824.033691
	Iteration 59Q: 3 clusters Score -1.55921e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122573 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -15592102.000000 Penalty: 5824.033691
	Iteration 60F: 3 clusters Score -1.55921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122619 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -15592102.000000 Penalty: 5824.033691
	Iteration 61Q: 3 clusters Score -1.55921e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122659 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -15592101.000000 Penalty: 5824.033691
	Iteration 62Q: 3 clusters Score -1.55921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122693 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -15592139.000000 Penalty: 5824.033691
	Iteration 63Q: 3 clusters Score -1.559214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122724 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -15592134.000000 Penalty: 5824.033691
	Iteration 64Q: 3 clusters Score -1.559213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -15592143.000000 Penalty: 5824.033691
	Iteration 65Q: 3 clusters Score -1.559214e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122781 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -15592128.000000 Penalty: 5824.033691
	Iteration 66Q: 3 clusters Score -1.559213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -15592133.000000 Penalty: 5824.033691
	Iteration 67Q: 3 clusters Score -1.559213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122827 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15592136.000000 Penalty: 5824.033691
	Iteration 68Q: 3 clusters Score -1.559214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122844 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -15592128.000000 Penalty: 5824.033691
	Iteration 69Q: 3 clusters Score -1.559213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122856 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -15592126.000000 Penalty: 5824.033691
	Iteration 70Q: 3 clusters Score -1.559213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15592120.000000 Penalty: 5824.033691
	Iteration 71Q: 3 clusters Score -1.559212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122876 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -15592129.000000 Penalty: 5824.033691
	Iteration 72Q: 3 clusters Score -1.559213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -15592140.000000 Penalty: 5824.033691
	Iteration 73Q: 3 clusters Score -1.559214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122882 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15592144.000000 Penalty: 5824.033691
	Iteration 74Q: 3 clusters Score -1.559214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -15592146.000000 Penalty: 5824.033691
	Iteration 75Q: 3 clusters Score -1.559215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -15592146.000000 Penalty: 5824.033691
	Iteration 76F: 3 clusters Score -1.559215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (109639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109639 members 
Entering Unmasked Estep 
Score: -13636921.000000 Penalty: 2878.027100
	Iteration 0F: 2 clusters Score -1.363692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -13563746.000000 Penalty: 5756.054199
	Iteration 0F: 3 clusters Score -1.356375e+07 nChanged 52002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -13593258.000000 Penalty: 5756.054199
	Iteration 1F: 3 clusters Score -1.359326e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -13594099.000000 Penalty: 5756.054199
	Iteration 2Q: 3 clusters Score -1.35941e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -13595322.000000 Penalty: 5756.054199
	Iteration 3Q: 3 clusters Score -1.359532e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -13597437.000000 Penalty: 5756.054199
	Iteration 4Q: 3 clusters Score -1.359744e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -13600993.000000 Penalty: 5756.054199
	Iteration 5F: 3 clusters Score -1.360099e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 77833 members 
Entering Unmasked Estep 
Score: -13606951.000000 Penalty: 5756.054199
	Iteration 6F: 3 clusters Score -1.360695e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 86801 members 
Entering Unmasked Estep 
Score: -13615456.000000 Penalty: 5756.054199
	Iteration 7F: 3 clusters Score -1.361546e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -13624122.000000 Penalty: 5756.054199
	Iteration 8F: 3 clusters Score -1.362412e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -13629628.000000 Penalty: 5756.054199
	Iteration 9Q: 3 clusters Score -1.362963e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -13632243.000000 Penalty: 5756.054199
	Iteration 10Q: 3 clusters Score -1.363224e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -13633312.000000 Penalty: 5756.054199
	Iteration 11Q: 3 clusters Score -1.363331e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -13633660.000000 Penalty: 5756.054199
	Iteration 12Q: 3 clusters Score -1.363366e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 104542 members 
Entering Unmasked Estep 
Score: -13633880.000000 Penalty: 5756.054199
	Iteration 13Q: 3 clusters Score -1.363388e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -13634018.000000 Penalty: 5756.054199
	Iteration 14Q: 3 clusters Score -1.363402e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -13634121.000000 Penalty: 5756.054199
	Iteration 15Q: 3 clusters Score -1.363412e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 105568 members 
Entering Unmasked Estep 
Score: -13634167.000000 Penalty: 5756.054199
	Iteration 16Q: 3 clusters Score -1.363417e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -13634190.000000 Penalty: 5756.054199
	Iteration 17Q: 3 clusters Score -1.363419e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -13634273.000000 Penalty: 5756.054199
	Iteration 18Q: 3 clusters Score -1.363427e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -13634356.000000 Penalty: 5756.054199
	Iteration 19Q: 3 clusters Score -1.363436e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -13634392.000000 Penalty: 5756.054199
	Iteration 20F: 3 clusters Score -1.363439e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -13634402.000000 Penalty: 5756.054199
	Iteration 21Q: 3 clusters Score -1.36344e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 106577 members 
Entering Unmasked Estep 
Score: -13634461.000000 Penalty: 5756.054199
	Iteration 22Q: 3 clusters Score -1.363446e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 106684 members 
Entering Unmasked Estep 
Score: -13634501.000000 Penalty: 5756.054199
	Iteration 23Q: 3 clusters Score -1.36345e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -13634521.000000 Penalty: 5756.054199
	Iteration 24Q: 3 clusters Score -1.363452e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -13634506.000000 Penalty: 5756.054199
	Iteration 25Q: 3 clusters Score -1.363451e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -13634514.000000 Penalty: 5756.054199
	Iteration 26Q: 3 clusters Score -1.363451e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -13634541.000000 Penalty: 5756.054199
	Iteration 27Q: 3 clusters Score -1.363454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -13634557.000000 Penalty: 5756.054199
	Iteration 28Q: 3 clusters Score -1.363456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 107144 members 
Entering Unmasked Estep 
Score: -13634570.000000 Penalty: 5756.054199
	Iteration 29Q: 3 clusters Score -1.363457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
Score: -13634589.000000 Penalty: 5756.054199
	Iteration 30Q: 3 clusters Score -1.363459e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -13634586.000000 Penalty: 5756.054199
	Iteration 31Q: 3 clusters Score -1.363459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -13634588.000000 Penalty: 5756.054199
	Iteration 32Q: 3 clusters Score -1.363459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 107321 members 
Entering Unmasked Estep 
Score: -13634606.000000 Penalty: 5756.054199
	Iteration 33Q: 3 clusters Score -1.363461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 107355 members 
Entering Unmasked Estep 
Score: -13634633.000000 Penalty: 5756.054199
	Iteration 34Q: 3 clusters Score -1.363463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -13634627.000000 Penalty: 5756.054199
	Iteration 35Q: 3 clusters Score -1.363463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 107396 members 
Entering Unmasked Estep 
Score: -13634636.000000 Penalty: 5756.054199
	Iteration 36Q: 3 clusters Score -1.363464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -13634646.000000 Penalty: 5756.054199
	Iteration 37Q: 3 clusters Score -1.363465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -13634665.000000 Penalty: 5756.054199
	Iteration 38Q: 3 clusters Score -1.363466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -13634668.000000 Penalty: 5756.054199
	Iteration 39Q: 3 clusters Score -1.363467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -13634675.000000 Penalty: 5756.054199
	Iteration 40F: 3 clusters Score -1.363468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -13634683.000000 Penalty: 5756.054199
	Iteration 41Q: 3 clusters Score -1.363468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -13634667.000000 Penalty: 5756.054199
	Iteration 42Q: 3 clusters Score -1.363467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -13634652.000000 Penalty: 5756.054199
	Iteration 43Q: 3 clusters Score -1.363465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 107539 members 
Entering Unmasked Estep 
Score: -13634651.000000 Penalty: 5756.054199
	Iteration 44Q: 3 clusters Score -1.363465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -13634652.000000 Penalty: 5756.054199
	Iteration 45Q: 3 clusters Score -1.363465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -13634656.000000 Penalty: 5756.054199
	Iteration 46Q: 3 clusters Score -1.363466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -13634651.000000 Penalty: 5756.054199
	Iteration 47Q: 3 clusters Score -1.363465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -13634663.000000 Penalty: 5756.054199
	Iteration 48Q: 3 clusters Score -1.363466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -13634664.000000 Penalty: 5756.054199
	Iteration 49Q: 3 clusters Score -1.363466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -13634687.000000 Penalty: 5756.054199
	Iteration 50Q: 3 clusters Score -1.363469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -13634667.000000 Penalty: 5756.054199
	Iteration 51Q: 3 clusters Score -1.363467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -13634680.000000 Penalty: 5756.054199
	Iteration 52Q: 3 clusters Score -1.363468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -13634671.000000 Penalty: 5756.054199
	Iteration 53Q: 3 clusters Score -1.363467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -13634704.000000 Penalty: 5756.054199
	Iteration 54Q: 3 clusters Score -1.36347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -13634697.000000 Penalty: 5756.054199
	Iteration 55Q: 3 clusters Score -1.36347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -13634686.000000 Penalty: 5756.054199
	Iteration 56Q: 3 clusters Score -1.363469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -13634692.000000 Penalty: 5756.054199
	Iteration 57Q: 3 clusters Score -1.363469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -13634696.000000 Penalty: 5756.054199
	Iteration 58Q: 3 clusters Score -1.36347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -13634686.000000 Penalty: 5756.054199
	Iteration 59Q: 3 clusters Score -1.363469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -13634694.000000 Penalty: 5756.054199
	Iteration 60F: 3 clusters Score -1.363469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -13634683.000000 Penalty: 5756.054199
	Iteration 61Q: 3 clusters Score -1.363468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -13634682.000000 Penalty: 5756.054199
	Iteration 62Q: 3 clusters Score -1.363468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -13634685.000000 Penalty: 5756.054199
	Iteration 63Q: 3 clusters Score -1.363468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 107696 members 
Entering Unmasked Estep 
Score: -13634694.000000 Penalty: 5756.054199
	Iteration 64Q: 3 clusters Score -1.363469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -13634710.000000 Penalty: 5756.054199
	Iteration 65Q: 3 clusters Score -1.363471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -13634713.000000 Penalty: 5756.054199
	Iteration 66Q: 3 clusters Score -1.363471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -13634718.000000 Penalty: 5756.054199
	Iteration 67Q: 3 clusters Score -1.363472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -13634715.000000 Penalty: 5756.054199
	Iteration 68Q: 3 clusters Score -1.363472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -13634722.000000 Penalty: 5756.054199
	Iteration 69Q: 3 clusters Score -1.363472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -13634719.000000 Penalty: 5756.054199
	Iteration 70Q: 3 clusters Score -1.363472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -13634735.000000 Penalty: 5756.054199
	Iteration 71Q: 3 clusters Score -1.363474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -13634701.000000 Penalty: 5756.054199
	Iteration 72Q: 3 clusters Score -1.36347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -13634694.000000 Penalty: 5756.054199
	Iteration 73Q: 3 clusters Score -1.363469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -13634694.000000 Penalty: 5756.054199
	Iteration 74F: 3 clusters Score -1.363469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Entering Unmasked Estep 
Score: -873799.937500 Penalty: 2213.479736
	Iteration 0F: 2 clusters Score -873799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -867832.437500 Penalty: 4426.959473
	Iteration 0F: 3 clusters Score -867832.4 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -869553.812500 Penalty: 4426.959473
	Iteration 1F: 3 clusters Score -869553.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -870059.625000 Penalty: 4426.959473
	Iteration 2F: 3 clusters Score -870059.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -870525.000000 Penalty: 4426.959473
	Iteration 3F: 3 clusters Score -870525 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -870933.875000 Penalty: 4426.959473
	Iteration 4F: 3 clusters Score -870933.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -871277.812500 Penalty: 4426.959473
	Iteration 5F: 3 clusters Score -871277.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -871545.937500 Penalty: 4426.959473
	Iteration 6F: 3 clusters Score -871545.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -871721.187500 Penalty: 4426.959473
	Iteration 7Q: 3 clusters Score -871721.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -871846.250000 Penalty: 4426.959473
	Iteration 8Q: 3 clusters Score -871846.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -871967.500000 Penalty: 4426.959473
	Iteration 9Q: 3 clusters Score -871967.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -872064.000000 Penalty: 4426.959473
	Iteration 10Q: 3 clusters Score -872064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -872131.625000 Penalty: 4426.959473
	Iteration 11Q: 3 clusters Score -872131.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -872185.062500 Penalty: 4426.959473
	Iteration 12Q: 3 clusters Score -872185.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -872219.875000 Penalty: 4426.959473
	Iteration 13Q: 3 clusters Score -872219.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -872241.812500 Penalty: 4426.959473
	Iteration 14Q: 3 clusters Score -872241.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -872255.625000 Penalty: 4426.959473
	Iteration 15Q: 3 clusters Score -872255.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -872264.750000 Penalty: 4426.959473
	Iteration 16Q: 3 clusters Score -872264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -872275.562500 Penalty: 4426.959473
	Iteration 17Q: 3 clusters Score -872275.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -872281.812500 Penalty: 4426.959473
	Iteration 18Q: 3 clusters Score -872281.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -872287.000000 Penalty: 4426.959473
	Iteration 19Q: 3 clusters Score -872287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -872290.500000 Penalty: 4426.959473
	Iteration 20F: 3 clusters Score -872290.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -872297.000000 Penalty: 4426.959473
	Iteration 21Q: 3 clusters Score -872297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -872300.562500 Penalty: 4426.959473
	Iteration 22Q: 3 clusters Score -872300.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -872303.875000 Penalty: 4426.959473
	Iteration 23Q: 3 clusters Score -872303.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -872309.125000 Penalty: 4426.959473
	Iteration 24Q: 3 clusters Score -872309.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -872310.500000 Penalty: 4426.959473
	Iteration 25Q: 3 clusters Score -872310.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -872315.375000 Penalty: 4426.959473
	Iteration 26Q: 3 clusters Score -872315.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -872323.687500 Penalty: 4426.959473
	Iteration 27Q: 3 clusters Score -872323.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -872327.625000 Penalty: 4426.959473
	Iteration 28Q: 3 clusters Score -872327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -872331.812500 Penalty: 4426.959473
	Iteration 29Q: 3 clusters Score -872331.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -872336.375000 Penalty: 4426.959473
	Iteration 30Q: 3 clusters Score -872336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -872339.000000 Penalty: 4426.959473
	Iteration 31Q: 3 clusters Score -872339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -872341.812500 Penalty: 4426.959473
	Iteration 32Q: 3 clusters Score -872341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -872342.000000 Penalty: 4426.959473
	Iteration 33Q: 3 clusters Score -872342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -872345.562500 Penalty: 4426.959473
	Iteration 34Q: 3 clusters Score -872345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -872344.812500 Penalty: 4426.959473
	Iteration 35Q: 3 clusters Score -872344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -872347.125000 Penalty: 4426.959473
	Iteration 36Q: 3 clusters Score -872347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -872348.750000 Penalty: 4426.959473
	Iteration 37Q: 3 clusters Score -872348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -872351.687500 Penalty: 4426.959473
	Iteration 38Q: 3 clusters Score -872351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -872352.812500 Penalty: 4426.959473
	Iteration 39Q: 3 clusters Score -872352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -872353.000000 Penalty: 4426.959473
	Iteration 40F: 3 clusters Score -872353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -872352.375000 Penalty: 4426.959473
	Iteration 41Q: 3 clusters Score -872352.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -872351.562500 Penalty: 4426.959473
	Iteration 42Q: 3 clusters Score -872351.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -872356.125000 Penalty: 4426.959473
	Iteration 43Q: 3 clusters Score -872356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -872358.500000 Penalty: 4426.959473
	Iteration 44Q: 3 clusters Score -872358.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -872359.062500 Penalty: 4426.959473
	Iteration 45Q: 3 clusters Score -872359.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -872360.562500 Penalty: 4426.959473
	Iteration 46Q: 3 clusters Score -872360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -872363.125000 Penalty: 4426.959473
	Iteration 47Q: 3 clusters Score -872363.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -872361.937500 Penalty: 4426.959473
	Iteration 48Q: 3 clusters Score -872361.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -872365.812500 Penalty: 4426.959473
	Iteration 49Q: 3 clusters Score -872365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -872363.437500 Penalty: 4426.959473
	Iteration 50Q: 3 clusters Score -872363.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -872364.250000 Penalty: 4426.959473
	Iteration 51Q: 3 clusters Score -872364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -872364.750000 Penalty: 4426.959473
	Iteration 52Q: 3 clusters Score -872364.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -872364.750000 Penalty: 4426.959473
	Iteration 53F: 3 clusters Score -872364.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -578646.750000 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -578646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -574323.625000 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -574323.6 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -575370.750000 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -575370.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -575625.500000 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -575625.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -575792.687500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -575792.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -575906.500000 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -575906.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -575977.437500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -575977.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -576046.687500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -576046.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -576109.562500 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -576109.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -576174.375000 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -576174.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -576243.875000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -576243.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -576301.062500 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -576301.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -576340.375000 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -576340.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -576378.125000 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -576378.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -576411.625000 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -576411.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -576456.187500 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -576456.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -576501.750000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -576501.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -576540.250000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -576540.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -576570.500000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -576570.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -576604.687500 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -576604.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -576644.500000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -576644.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -576681.562500 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -576681.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -576719.625000 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -576719.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -576759.750000 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -576759.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -576807.937500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -576807.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -576861.875000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -576861.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -576925.437500 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -576925.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -576997.625000 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -576997.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -577081.937500 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -577081.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -577159.062500 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -577159.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -577217.812500 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -577217.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -577268.812500 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -577268.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -577314.062500 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -577314.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -577354.875000 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -577354.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -577401.375000 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -577401.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -577453.062500 Penalty: 4201.897949
	Iteration 34Q: 3 clusters Score -577453.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -577504.000000 Penalty: 4201.897949
	Iteration 35Q: 3 clusters Score -577504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -577544.750000 Penalty: 4201.897949
	Iteration 36Q: 3 clusters Score -577544.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -577578.500000 Penalty: 4201.897949
	Iteration 37Q: 3 clusters Score -577578.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -577610.625000 Penalty: 4201.897949
	Iteration 38Q: 3 clusters Score -577610.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -577633.812500 Penalty: 4201.897949
	Iteration 39Q: 3 clusters Score -577633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -577651.312500 Penalty: 4201.897949
	Iteration 40F: 3 clusters Score -577651.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -577664.437500 Penalty: 4201.897949
	Iteration 41Q: 3 clusters Score -577664.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -577670.625000 Penalty: 4201.897949
	Iteration 42Q: 3 clusters Score -577670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -577677.562500 Penalty: 4201.897949
	Iteration 43Q: 3 clusters Score -577677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -577679.562500 Penalty: 4201.897949
	Iteration 44Q: 3 clusters Score -577679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -577680.687500 Penalty: 4201.897949
	Iteration 45Q: 3 clusters Score -577680.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -577682.312500 Penalty: 4201.897949
	Iteration 46Q: 3 clusters Score -577682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -577683.000000 Penalty: 4201.897949
	Iteration 47Q: 3 clusters Score -577683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -577682.500000 Penalty: 4201.897949
	Iteration 48Q: 3 clusters Score -577682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -577683.812500 Penalty: 4201.897949
	Iteration 49Q: 3 clusters Score -577683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -577684.125000 Penalty: 4201.897949
	Iteration 50Q: 3 clusters Score -577684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -577684.000000 Penalty: 4201.897949
	Iteration 51Q: 3 clusters Score -577684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -577684.375000 Penalty: 4201.897949
	Iteration 52Q: 3 clusters Score -577684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -577685.000000 Penalty: 4201.897949
	Iteration 53Q: 3 clusters Score -577685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -577685.000000 Penalty: 4201.897949
	Iteration 54F: 3 clusters Score -577685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Entering Unmasked Estep 
Score: -9098674.000000 Penalty: 2788.268555
	Iteration 0F: 2 clusters Score -9098674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -9047650.000000 Penalty: 5576.537109
	Iteration 0F: 3 clusters Score -9047650 nChanged 35844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -9068013.000000 Penalty: 5576.537109
	Iteration 1F: 3 clusters Score -9068013 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -9068529.000000 Penalty: 5576.537109
	Iteration 2Q: 3 clusters Score -9068529 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -9069066.000000 Penalty: 5576.537109
	Iteration 3Q: 3 clusters Score -9069066 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -9069536.000000 Penalty: 5576.537109
	Iteration 4Q: 3 clusters Score -9069536 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -9070076.000000 Penalty: 5576.537109
	Iteration 5Q: 3 clusters Score -9070076 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -9070706.000000 Penalty: 5576.537109
	Iteration 6Q: 3 clusters Score -9070706 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -9071622.000000 Penalty: 5576.537109
	Iteration 7Q: 3 clusters Score -9071622 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -9073063.000000 Penalty: 5576.537109
	Iteration 8Q: 3 clusters Score -9073063 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -9075205.000000 Penalty: 5576.537109
	Iteration 9Q: 3 clusters Score -9075205 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -9078278.000000 Penalty: 5576.537109
	Iteration 10F: 3 clusters Score -9078278 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -9081804.000000 Penalty: 5576.537109
	Iteration 11F: 3 clusters Score -9081804 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -9085066.000000 Penalty: 5576.537109
	Iteration 12F: 3 clusters Score -9085066 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -9087438.000000 Penalty: 5576.537109
	Iteration 13Q: 3 clusters Score -9087438 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -9089056.000000 Penalty: 5576.537109
	Iteration 14Q: 3 clusters Score -9089056 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -9090223.000000 Penalty: 5576.537109
	Iteration 15Q: 3 clusters Score -9090223 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -9091342.000000 Penalty: 5576.537109
	Iteration 16Q: 3 clusters Score -9091342 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -9092239.000000 Penalty: 5576.537109
	Iteration 17Q: 3 clusters Score -9092239 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -9093126.000000 Penalty: 5576.537109
	Iteration 18Q: 3 clusters Score -9093126 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -9093877.000000 Penalty: 5576.537109
	Iteration 19Q: 3 clusters Score -9093877 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -9094509.000000 Penalty: 5576.537109
	Iteration 20F: 3 clusters Score -9094509 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -9095028.000000 Penalty: 5576.537109
	Iteration 21Q: 3 clusters Score -9095028 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -9095459.000000 Penalty: 5576.537109
	Iteration 22Q: 3 clusters Score -9095459 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -9095753.000000 Penalty: 5576.537109
	Iteration 23Q: 3 clusters Score -9095753 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -9095951.000000 Penalty: 5576.537109
	Iteration 24Q: 3 clusters Score -9095951 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -9096073.000000 Penalty: 5576.537109
	Iteration 25Q: 3 clusters Score -9096073 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -9096192.000000 Penalty: 5576.537109
	Iteration 26Q: 3 clusters Score -9096192 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -9096315.000000 Penalty: 5576.537109
	Iteration 27Q: 3 clusters Score -9096315 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -9096386.000000 Penalty: 5576.537109
	Iteration 28Q: 3 clusters Score -9096386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -9096475.000000 Penalty: 5576.537109
	Iteration 29Q: 3 clusters Score -9096475 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -9096516.000000 Penalty: 5576.537109
	Iteration 30Q: 3 clusters Score -9096516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9096557.000000 Penalty: 5576.537109
	Iteration 31Q: 3 clusters Score -9096557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -9096594.000000 Penalty: 5576.537109
	Iteration 32Q: 3 clusters Score -9096594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -9096642.000000 Penalty: 5576.537109
	Iteration 33Q: 3 clusters Score -9096642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -9096676.000000 Penalty: 5576.537109
	Iteration 34Q: 3 clusters Score -9096676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -9096702.000000 Penalty: 5576.537109
	Iteration 35Q: 3 clusters Score -9096702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -9096713.000000 Penalty: 5576.537109
	Iteration 36Q: 3 clusters Score -9096713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -9096711.000000 Penalty: 5576.537109
	Iteration 37Q: 3 clusters Score -9096711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -9096731.000000 Penalty: 5576.537109
	Iteration 38Q: 3 clusters Score -9096731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -9096738.000000 Penalty: 5576.537109
	Iteration 39Q: 3 clusters Score -9096738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -9096753.000000 Penalty: 5576.537109
	Iteration 40F: 3 clusters Score -9096753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
Score: -9096751.000000 Penalty: 5576.537109
	Iteration 41Q: 3 clusters Score -9096751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -9096757.000000 Penalty: 5576.537109
	Iteration 42Q: 3 clusters Score -9096757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -9096776.000000 Penalty: 5576.537109
	Iteration 43Q: 3 clusters Score -9096776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -9096783.000000 Penalty: 5576.537109
	Iteration 44Q: 3 clusters Score -9096783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -9096799.000000 Penalty: 5576.537109
	Iteration 45Q: 3 clusters Score -9096799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -9096785.000000 Penalty: 5576.537109
	Iteration 46Q: 3 clusters Score -9096785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -9096795.000000 Penalty: 5576.537109
	Iteration 47Q: 3 clusters Score -9096795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -9096795.000000 Penalty: 5576.537109
	Iteration 48Q: 3 clusters Score -9096795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -9096800.000000 Penalty: 5576.537109
	Iteration 49Q: 3 clusters Score -9096800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -9096801.000000 Penalty: 5576.537109
	Iteration 50Q: 3 clusters Score -9096801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -9096806.000000 Penalty: 5576.537109
	Iteration 51Q: 3 clusters Score -9096806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -9096805.000000 Penalty: 5576.537109
	Iteration 52Q: 3 clusters Score -9096805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -9096805.000000 Penalty: 5576.537109
	Iteration 53F: 3 clusters Score -9096805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Entering Unmasked Estep 
Score: -2394313.750000 Penalty: 2439.834473
	Iteration 0F: 2 clusters Score -2394314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2380991.750000 Penalty: 4879.668945
	Iteration 0F: 3 clusters Score -2380992 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2385285.000000 Penalty: 4879.668945
	Iteration 1F: 3 clusters Score -2385285 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2385587.250000 Penalty: 4879.668945
	Iteration 2F: 3 clusters Score -2385587 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2385848.000000 Penalty: 4879.668945
	Iteration 3Q: 3 clusters Score -2385848 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2386050.500000 Penalty: 4879.668945
	Iteration 4Q: 3 clusters Score -2386050 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2386212.500000 Penalty: 4879.668945
	Iteration 5Q: 3 clusters Score -2386212 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2386336.250000 Penalty: 4879.668945
	Iteration 6Q: 3 clusters Score -2386336 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2386443.500000 Penalty: 4879.668945
	Iteration 7Q: 3 clusters Score -2386444 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2386531.500000 Penalty: 4879.668945
	Iteration 8Q: 3 clusters Score -2386532 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2386625.000000 Penalty: 4879.668945
	Iteration 9Q: 3 clusters Score -2386625 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2386713.750000 Penalty: 4879.668945
	Iteration 10Q: 3 clusters Score -2386714 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2386805.250000 Penalty: 4879.668945
	Iteration 11Q: 3 clusters Score -2386805 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2386897.250000 Penalty: 4879.668945
	Iteration 12Q: 3 clusters Score -2386897 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2386986.750000 Penalty: 4879.668945
	Iteration 13Q: 3 clusters Score -2386987 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2387061.750000 Penalty: 4879.668945
	Iteration 14Q: 3 clusters Score -2387062 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2387165.000000 Penalty: 4879.668945
	Iteration 15Q: 3 clusters Score -2387165 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2387299.750000 Penalty: 4879.668945
	Iteration 16Q: 3 clusters Score -2387300 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2387451.000000 Penalty: 4879.668945
	Iteration 17Q: 3 clusters Score -2387451 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2387639.750000 Penalty: 4879.668945
	Iteration 18Q: 3 clusters Score -2387640 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2387886.750000 Penalty: 4879.668945
	Iteration 19Q: 3 clusters Score -2387887 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2388160.250000 Penalty: 4879.668945
	Iteration 20F: 3 clusters Score -2388160 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2388452.250000 Penalty: 4879.668945
	Iteration 21Q: 3 clusters Score -2388452 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2388705.500000 Penalty: 4879.668945
	Iteration 22Q: 3 clusters Score -2388706 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2388883.500000 Penalty: 4879.668945
	Iteration 23Q: 3 clusters Score -2388884 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2388984.000000 Penalty: 4879.668945
	Iteration 24Q: 3 clusters Score -2388984 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2389031.000000 Penalty: 4879.668945
	Iteration 25Q: 3 clusters Score -2389031 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2389066.000000 Penalty: 4879.668945
	Iteration 26Q: 3 clusters Score -2389066 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2389103.750000 Penalty: 4879.668945
	Iteration 27Q: 3 clusters Score -2389104 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2389131.250000 Penalty: 4879.668945
	Iteration 28Q: 3 clusters Score -2389131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2389151.250000 Penalty: 4879.668945
	Iteration 29Q: 3 clusters Score -2389151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2389175.000000 Penalty: 4879.668945
	Iteration 30Q: 3 clusters Score -2389175 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2389182.000000 Penalty: 4879.668945
	Iteration 31Q: 3 clusters Score -2389182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2389205.500000 Penalty: 4879.668945
	Iteration 32Q: 3 clusters Score -2389206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2389215.250000 Penalty: 4879.668945
	Iteration 33Q: 3 clusters Score -2389215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2389220.750000 Penalty: 4879.668945
	Iteration 34Q: 3 clusters Score -2389221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2389227.750000 Penalty: 4879.668945
	Iteration 35Q: 3 clusters Score -2389228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2389236.250000 Penalty: 4879.668945
	Iteration 36Q: 3 clusters Score -2389236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2389253.000000 Penalty: 4879.668945
	Iteration 37Q: 3 clusters Score -2389253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2389261.250000 Penalty: 4879.668945
	Iteration 38Q: 3 clusters Score -2389261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2389265.000000 Penalty: 4879.668945
	Iteration 39Q: 3 clusters Score -2389265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2389281.750000 Penalty: 4879.668945
	Iteration 40F: 3 clusters Score -2389282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2389293.500000 Penalty: 4879.668945
	Iteration 41Q: 3 clusters Score -2389294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2389312.500000 Penalty: 4879.668945
	Iteration 42Q: 3 clusters Score -2389312 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2389321.000000 Penalty: 4879.668945
	Iteration 43Q: 3 clusters Score -2389321 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2389343.250000 Penalty: 4879.668945
	Iteration 44Q: 3 clusters Score -2389343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2389354.750000 Penalty: 4879.668945
	Iteration 45Q: 3 clusters Score -2389355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2389368.250000 Penalty: 4879.668945
	Iteration 46Q: 3 clusters Score -2389368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2389377.250000 Penalty: 4879.668945
	Iteration 47Q: 3 clusters Score -2389377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2389389.250000 Penalty: 4879.668945
	Iteration 48Q: 3 clusters Score -2389389 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2389396.250000 Penalty: 4879.668945
	Iteration 49Q: 3 clusters Score -2389396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2389416.000000 Penalty: 4879.668945
	Iteration 50Q: 3 clusters Score -2389416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2389430.750000 Penalty: 4879.668945
	Iteration 51Q: 3 clusters Score -2389431 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2389437.750000 Penalty: 4879.668945
	Iteration 52Q: 3 clusters Score -2389438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2389473.000000 Penalty: 4879.668945
	Iteration 53Q: 3 clusters Score -2389473 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2389495.250000 Penalty: 4879.668945
	Iteration 54Q: 3 clusters Score -2389495 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2389524.750000 Penalty: 4879.668945
	Iteration 55Q: 3 clusters Score -2389525 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2389553.500000 Penalty: 4879.668945
	Iteration 56Q: 3 clusters Score -2389554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2389585.000000 Penalty: 4879.668945
	Iteration 57Q: 3 clusters Score -2389585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2389603.250000 Penalty: 4879.668945
	Iteration 58Q: 3 clusters Score -2389603 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2389629.750000 Penalty: 4879.668945
	Iteration 59Q: 3 clusters Score -2389630 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2389654.250000 Penalty: 4879.668945
	Iteration 60F: 3 clusters Score -2389654 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2389684.250000 Penalty: 4879.668945
	Iteration 61Q: 3 clusters Score -2389684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2389712.500000 Penalty: 4879.668945
	Iteration 62Q: 3 clusters Score -2389712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2389739.250000 Penalty: 4879.668945
	Iteration 63Q: 3 clusters Score -2389739 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2389768.000000 Penalty: 4879.668945
	Iteration 64Q: 3 clusters Score -2389768 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2389815.750000 Penalty: 4879.668945
	Iteration 65Q: 3 clusters Score -2389816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2389862.750000 Penalty: 4879.668945
	Iteration 66Q: 3 clusters Score -2389863 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2389910.750000 Penalty: 4879.668945
	Iteration 67Q: 3 clusters Score -2389911 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2389965.500000 Penalty: 4879.668945
	Iteration 68Q: 3 clusters Score -2389966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2390011.250000 Penalty: 4879.668945
	Iteration 69Q: 3 clusters Score -2390011 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2390052.000000 Penalty: 4879.668945
	Iteration 70Q: 3 clusters Score -2390052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2390100.750000 Penalty: 4879.668945
	Iteration 71Q: 3 clusters Score -2390101 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2390165.000000 Penalty: 4879.668945
	Iteration 72Q: 3 clusters Score -2390165 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2390246.000000 Penalty: 4879.668945
	Iteration 73Q: 3 clusters Score -2390246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2390326.500000 Penalty: 4879.668945
	Iteration 74Q: 3 clusters Score -2390326 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2390426.000000 Penalty: 4879.668945
	Iteration 75Q: 3 clusters Score -2390426 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2390547.000000 Penalty: 4879.668945
	Iteration 76Q: 3 clusters Score -2390547 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2390669.500000 Penalty: 4879.668945
	Iteration 77Q: 3 clusters Score -2390670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2390793.500000 Penalty: 4879.668945
	Iteration 78Q: 3 clusters Score -2390794 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2390932.500000 Penalty: 4879.668945
	Iteration 79Q: 3 clusters Score -2390932 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2391013.750000 Penalty: 4879.668945
	Iteration 80F: 3 clusters Score -2391014 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2391098.750000 Penalty: 4879.668945
	Iteration 81Q: 3 clusters Score -2391099 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2391201.000000 Penalty: 4879.668945
	Iteration 82Q: 3 clusters Score -2391201 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2391301.750000 Penalty: 4879.668945
	Iteration 83Q: 3 clusters Score -2391302 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2391399.000000 Penalty: 4879.668945
	Iteration 84Q: 3 clusters Score -2391399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2391505.500000 Penalty: 4879.668945
	Iteration 85Q: 3 clusters Score -2391506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2391622.250000 Penalty: 4879.668945
	Iteration 86Q: 3 clusters Score -2391622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2391717.750000 Penalty: 4879.668945
	Iteration 87Q: 3 clusters Score -2391718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2391801.750000 Penalty: 4879.668945
	Iteration 88Q: 3 clusters Score -2391802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2391865.750000 Penalty: 4879.668945
	Iteration 89Q: 3 clusters Score -2391866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2391918.000000 Penalty: 4879.668945
	Iteration 90Q: 3 clusters Score -2391918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2391968.250000 Penalty: 4879.668945
	Iteration 91Q: 3 clusters Score -2391968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2392007.500000 Penalty: 4879.668945
	Iteration 92Q: 3 clusters Score -2392008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2392036.250000 Penalty: 4879.668945
	Iteration 93Q: 3 clusters Score -2392036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2392058.000000 Penalty: 4879.668945
	Iteration 94Q: 3 clusters Score -2392058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2392090.500000 Penalty: 4879.668945
	Iteration 95Q: 3 clusters Score -2392090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2392118.750000 Penalty: 4879.668945
	Iteration 96Q: 3 clusters Score -2392119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2392139.250000 Penalty: 4879.668945
	Iteration 97Q: 3 clusters Score -2392139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2392158.000000 Penalty: 4879.668945
	Iteration 98Q: 3 clusters Score -2392158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2392168.000000 Penalty: 4879.668945
	Iteration 99Q: 3 clusters Score -2392168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2392173.250000 Penalty: 4879.668945
	Iteration 100F: 3 clusters Score -2392173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2392187.250000 Penalty: 4879.668945
	Iteration 101Q: 3 clusters Score -2392187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2392196.000000 Penalty: 4879.668945
	Iteration 102Q: 3 clusters Score -2392196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2392198.500000 Penalty: 4879.668945
	Iteration 103Q: 3 clusters Score -2392198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2392211.250000 Penalty: 4879.668945
	Iteration 104Q: 3 clusters Score -2392211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2392212.250000 Penalty: 4879.668945
	Iteration 105Q: 3 clusters Score -2392212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2392219.000000 Penalty: 4879.668945
	Iteration 106Q: 3 clusters Score -2392219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -2392220.250000 Penalty: 4879.668945
	Iteration 107Q: 3 clusters Score -2392220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2392228.250000 Penalty: 4879.668945
	Iteration 108Q: 3 clusters Score -2392228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2392228.500000 Penalty: 4879.668945
	Iteration 109Q: 3 clusters Score -2392228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2392228.250000 Penalty: 4879.668945
	Iteration 110Q: 3 clusters Score -2392228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2392228.250000 Penalty: 4879.668945
	Iteration 111F: 3 clusters Score -2392228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69250.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69250.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67623.187500 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67623.19 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67852.359375 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67852.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67908.328125 Penalty: 3191.535156
	Iteration 2Q: 3 clusters Score -67908.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67933.132812 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67933.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67959.742188 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67959.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67992.195312 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68009.484375 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68009.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68029.398438 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -68029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68041.382812 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68041.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68048.953125 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68048.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68055.929688 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68055.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68060.226562 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68060.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68066.742188 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -68066.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68075.296875 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -68075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68075.296875 Penalty: 3191.535156
	Iteration 14F: 3 clusters Score -68075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -616205.250000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -616205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -611329.500000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -611329.5 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -612551.437500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -612551.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -612970.312500 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -612970.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -613355.812500 Penalty: 4269.088867
	Iteration 3F: 3 clusters Score -613355.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -613732.687500 Penalty: 4269.088867
	Iteration 4F: 3 clusters Score -613732.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -614109.187500 Penalty: 4269.088867
	Iteration 5F: 3 clusters Score -614109.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -614385.687500 Penalty: 4269.088867
	Iteration 6F: 3 clusters Score -614385.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -614595.625000 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -614595.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -614759.937500 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -614759.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -614914.312500 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -614914.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -614998.750000 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -614998.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -615056.312500 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -615056.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -615092.687500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -615092.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -615113.312500 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -615113.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -615132.812500 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -615132.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -615147.375000 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -615147.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -615156.875000 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -615156.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -615167.812500 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -615167.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -615173.687500 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -615173.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -615183.187500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -615183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -615189.375000 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -615189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -615194.625000 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -615194.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -615203.187500 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -615203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -615206.875000 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -615206.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -615212.375000 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -615212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -615216.250000 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -615216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -615219.937500 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -615219.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -615224.937500 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -615224.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -615227.750000 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -615227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -615230.875000 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -615230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -615233.812500 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -615233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -615238.562500 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -615238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -615241.750000 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -615241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -615245.125000 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -615245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -615246.500000 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -615246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -615247.187500 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -615247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -615247.562500 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -615247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -615249.500000 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -615249.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -615250.562500 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -615250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -615250.125000 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -615250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -615252.750000 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -615252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -615252.625000 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -615252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -615252.875000 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -615252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -615252.875000 Penalty: 4269.088867
	Iteration 43F: 3 clusters Score -615252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -333435.125000 Penalty: 1960.091919
	Iteration 0F: 2 clusters Score -333435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330379.031250 Penalty: 3920.183838
	Iteration 0F: 3 clusters Score -330379 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330963.750000 Penalty: 3920.183838
	Iteration 1F: 3 clusters Score -330963.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -331101.218750 Penalty: 3920.183838
	Iteration 2F: 3 clusters Score -331101.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -331181.281250 Penalty: 3920.183838
	Iteration 3Q: 3 clusters Score -331181.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -331229.125000 Penalty: 3920.183838
	Iteration 4Q: 3 clusters Score -331229.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -331260.031250 Penalty: 3920.183838
	Iteration 5Q: 3 clusters Score -331260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -331278.875000 Penalty: 3920.183838
	Iteration 6Q: 3 clusters Score -331278.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -331298.562500 Penalty: 3920.183838
	Iteration 7Q: 3 clusters Score -331298.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -331310.968750 Penalty: 3920.183838
	Iteration 8Q: 3 clusters Score -331311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -331317.500000 Penalty: 3920.183838
	Iteration 9Q: 3 clusters Score -331317.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -331324.718750 Penalty: 3920.183838
	Iteration 10Q: 3 clusters Score -331324.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -331331.250000 Penalty: 3920.183838
	Iteration 11Q: 3 clusters Score -331331.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -331334.562500 Penalty: 3920.183838
	Iteration 12Q: 3 clusters Score -331334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -331336.562500 Penalty: 3920.183838
	Iteration 13Q: 3 clusters Score -331336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -331336.531250 Penalty: 3920.183838
	Iteration 14Q: 3 clusters Score -331336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -331336.531250 Penalty: 3920.183838
	Iteration 15Q: 3 clusters Score -331336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -331336.531250 Penalty: 3920.183838
	Iteration 16F: 3 clusters Score -331336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -791241.875000 Penalty: 2187.826416
	Iteration 0F: 2 clusters Score -791241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -785544.937500 Penalty: 4375.652832
	Iteration 0F: 3 clusters Score -785544.9 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -786969.812500 Penalty: 4375.652832
	Iteration 1F: 3 clusters Score -786969.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -787245.250000 Penalty: 4375.652832
	Iteration 2F: 3 clusters Score -787245.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -787422.625000 Penalty: 4375.652832
	Iteration 3F: 3 clusters Score -787422.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -787551.500000 Penalty: 4375.652832
	Iteration 4Q: 3 clusters Score -787551.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -787655.000000 Penalty: 4375.652832
	Iteration 5Q: 3 clusters Score -787655 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -787744.437500 Penalty: 4375.652832
	Iteration 6Q: 3 clusters Score -787744.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -787840.000000 Penalty: 4375.652832
	Iteration 7Q: 3 clusters Score -787840 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -787943.500000 Penalty: 4375.652832
	Iteration 8Q: 3 clusters Score -787943.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -788070.000000 Penalty: 4375.652832
	Iteration 9Q: 3 clusters Score -788070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -788213.625000 Penalty: 4375.652832
	Iteration 10Q: 3 clusters Score -788213.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -788365.437500 Penalty: 4375.652832
	Iteration 11Q: 3 clusters Score -788365.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -788504.312500 Penalty: 4375.652832
	Iteration 12Q: 3 clusters Score -788504.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -788627.125000 Penalty: 4375.652832
	Iteration 13Q: 3 clusters Score -788627.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -788719.312500 Penalty: 4375.652832
	Iteration 14Q: 3 clusters Score -788719.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -788807.875000 Penalty: 4375.652832
	Iteration 15Q: 3 clusters Score -788807.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -788880.500000 Penalty: 4375.652832
	Iteration 16Q: 3 clusters Score -788880.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -788947.562500 Penalty: 4375.652832
	Iteration 17Q: 3 clusters Score -788947.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -789003.125000 Penalty: 4375.652832
	Iteration 18Q: 3 clusters Score -789003.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -789062.625000 Penalty: 4375.652832
	Iteration 19Q: 3 clusters Score -789062.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -789148.437500 Penalty: 4375.652832
	Iteration 20F: 3 clusters Score -789148.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -789250.187500 Penalty: 4375.652832
	Iteration 21Q: 3 clusters Score -789250.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -789347.687500 Penalty: 4375.652832
	Iteration 22Q: 3 clusters Score -789347.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -789406.687500 Penalty: 4375.652832
	Iteration 23Q: 3 clusters Score -789406.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -789446.437500 Penalty: 4375.652832
	Iteration 24Q: 3 clusters Score -789446.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -789472.250000 Penalty: 4375.652832
	Iteration 25Q: 3 clusters Score -789472.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -789494.625000 Penalty: 4375.652832
	Iteration 26Q: 3 clusters Score -789494.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -789507.375000 Penalty: 4375.652832
	Iteration 27Q: 3 clusters Score -789507.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -789520.312500 Penalty: 4375.652832
	Iteration 28Q: 3 clusters Score -789520.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -789531.125000 Penalty: 4375.652832
	Iteration 29Q: 3 clusters Score -789531.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -789539.687500 Penalty: 4375.652832
	Iteration 30Q: 3 clusters Score -789539.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -789545.125000 Penalty: 4375.652832
	Iteration 31Q: 3 clusters Score -789545.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -789549.000000 Penalty: 4375.652832
	Iteration 32Q: 3 clusters Score -789549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -789553.812500 Penalty: 4375.652832
	Iteration 33Q: 3 clusters Score -789553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -789557.437500 Penalty: 4375.652832
	Iteration 34Q: 3 clusters Score -789557.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -789562.125000 Penalty: 4375.652832
	Iteration 35Q: 3 clusters Score -789562.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -789562.625000 Penalty: 4375.652832
	Iteration 36Q: 3 clusters Score -789562.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -789564.500000 Penalty: 4375.652832
	Iteration 37Q: 3 clusters Score -789564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -789565.375000 Penalty: 4375.652832
	Iteration 38Q: 3 clusters Score -789565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -789568.125000 Penalty: 4375.652832
	Iteration 39Q: 3 clusters Score -789568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -789566.437500 Penalty: 4375.652832
	Iteration 40F: 3 clusters Score -789566.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -789567.687500 Penalty: 4375.652832
	Iteration 41Q: 3 clusters Score -789567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -789567.687500 Penalty: 4375.652832
	Iteration 42F: 3 clusters Score -789567.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Entering Unmasked Estep 
Score: -1936276.750000 Penalty: 2403.070312
	Iteration 0F: 2 clusters Score -1936277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1924699.000000 Penalty: 4806.140625
	Iteration 0F: 3 clusters Score -1924699 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1928352.750000 Penalty: 4806.140625
	Iteration 1F: 3 clusters Score -1928353 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1928743.875000 Penalty: 4806.140625
	Iteration 2F: 3 clusters Score -1928744 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1929038.375000 Penalty: 4806.140625
	Iteration 3Q: 3 clusters Score -1929038 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1929310.500000 Penalty: 4806.140625
	Iteration 4Q: 3 clusters Score -1929310 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1929547.250000 Penalty: 4806.140625
	Iteration 5Q: 3 clusters Score -1929547 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1929768.750000 Penalty: 4806.140625
	Iteration 6Q: 3 clusters Score -1929769 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1930021.000000 Penalty: 4806.140625
	Iteration 7Q: 3 clusters Score -1930021 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1930340.375000 Penalty: 4806.140625
	Iteration 8Q: 3 clusters Score -1930340 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1930738.250000 Penalty: 4806.140625
	Iteration 9Q: 3 clusters Score -1930738 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1931197.125000 Penalty: 4806.140625
	Iteration 10Q: 3 clusters Score -1931197 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1931710.625000 Penalty: 4806.140625
	Iteration 11Q: 3 clusters Score -1931711 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1932242.625000 Penalty: 4806.140625
	Iteration 12Q: 3 clusters Score -1932243 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1932743.500000 Penalty: 4806.140625
	Iteration 13Q: 3 clusters Score -1932744 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1933195.500000 Penalty: 4806.140625
	Iteration 14Q: 3 clusters Score -1933196 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1933541.875000 Penalty: 4806.140625
	Iteration 15Q: 3 clusters Score -1933542 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1933767.250000 Penalty: 4806.140625
	Iteration 16Q: 3 clusters Score -1933767 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1933911.875000 Penalty: 4806.140625
	Iteration 17Q: 3 clusters Score -1933912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1933982.375000 Penalty: 4806.140625
	Iteration 18Q: 3 clusters Score -1933982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1934032.875000 Penalty: 4806.140625
	Iteration 19Q: 3 clusters Score -1934033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -1934060.125000 Penalty: 4806.140625
	Iteration 20F: 3 clusters Score -1934060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1934078.500000 Penalty: 4806.140625
	Iteration 21Q: 3 clusters Score -1934078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1934095.125000 Penalty: 4806.140625
	Iteration 22Q: 3 clusters Score -1934095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1934103.375000 Penalty: 4806.140625
	Iteration 23Q: 3 clusters Score -1934103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1934110.375000 Penalty: 4806.140625
	Iteration 24Q: 3 clusters Score -1934110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -1934114.250000 Penalty: 4806.140625
	Iteration 25Q: 3 clusters Score -1934114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1934118.750000 Penalty: 4806.140625
	Iteration 26Q: 3 clusters Score -1934119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1934126.000000 Penalty: 4806.140625
	Iteration 27Q: 3 clusters Score -1934126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1934135.125000 Penalty: 4806.140625
	Iteration 28Q: 3 clusters Score -1934135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1934138.750000 Penalty: 4806.140625
	Iteration 29Q: 3 clusters Score -1934139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1934142.500000 Penalty: 4806.140625
	Iteration 30Q: 3 clusters Score -1934142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1934140.875000 Penalty: 4806.140625
	Iteration 31Q: 3 clusters Score -1934141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1934140.875000 Penalty: 4806.140625
	Iteration 32F: 3 clusters Score -1934141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (162188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Entering Unmasked Estep 
Score: -20093240.000000 Penalty: 2975.134766
	Iteration 0F: 2 clusters Score -2.009324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -19985856.000000 Penalty: 5950.269531
	Iteration 0F: 3 clusters Score -1.998586e+07 nChanged 77507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -20030828.000000 Penalty: 5950.269531
	Iteration 1F: 3 clusters Score -2.003083e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -20032050.000000 Penalty: 5950.269531
	Iteration 2Q: 3 clusters Score -2.003205e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -20033718.000000 Penalty: 5950.269531
	Iteration 3Q: 3 clusters Score -2.003372e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Mstep: Class 2 contains 77202 members 
Entering Unmasked Estep 
Score: -20035874.000000 Penalty: 5950.269531
	Iteration 4Q: 3 clusters Score -2.003587e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -20039058.000000 Penalty: 5950.269531
	Iteration 5Q: 3 clusters Score -2.003906e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -20044004.000000 Penalty: 5950.269531
	Iteration 6F: 3 clusters Score -2.0044e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -20051594.000000 Penalty: 5950.269531
	Iteration 7F: 3 clusters Score -2.005159e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106184 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -20062184.000000 Penalty: 5950.269531
	Iteration 8F: 3 clusters Score -2.006218e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -20072018.000000 Penalty: 5950.269531
	Iteration 9F: 3 clusters Score -2.007202e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117534 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -20077464.000000 Penalty: 5950.269531
	Iteration 10F: 3 clusters Score -2.007746e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -20079738.000000 Penalty: 5950.269531
	Iteration 11Q: 3 clusters Score -2.007974e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -20081134.000000 Penalty: 5950.269531
	Iteration 12Q: 3 clusters Score -2.008113e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125428 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -20081998.000000 Penalty: 5950.269531
	Iteration 13Q: 3 clusters Score -2.0082e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -20082824.000000 Penalty: 5950.269531
	Iteration 14Q: 3 clusters Score -2.008282e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129628 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -20083562.000000 Penalty: 5950.269531
	Iteration 15Q: 3 clusters Score -2.008356e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -20084182.000000 Penalty: 5950.269531
	Iteration 16Q: 3 clusters Score -2.008418e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -20084756.000000 Penalty: 5950.269531
	Iteration 17Q: 3 clusters Score -2.008476e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135222 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -20085324.000000 Penalty: 5950.269531
	Iteration 18Q: 3 clusters Score -2.008532e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136967 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -20085752.000000 Penalty: 5950.269531
	Iteration 19Q: 3 clusters Score -2.008575e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138621 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -20086234.000000 Penalty: 5950.269531
	Iteration 20F: 3 clusters Score -2.008623e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -20086778.000000 Penalty: 5950.269531
	Iteration 21Q: 3 clusters Score -2.008678e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141836 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -20087252.000000 Penalty: 5950.269531
	Iteration 22Q: 3 clusters Score -2.008725e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -20087788.000000 Penalty: 5950.269531
	Iteration 23Q: 3 clusters Score -2.008779e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144781 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -20088248.000000 Penalty: 5950.269531
	Iteration 24Q: 3 clusters Score -2.008825e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -20088636.000000 Penalty: 5950.269531
	Iteration 25Q: 3 clusters Score -2.008864e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147326 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -20088946.000000 Penalty: 5950.269531
	Iteration 26Q: 3 clusters Score -2.008895e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148468 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -20089234.000000 Penalty: 5950.269531
	Iteration 27Q: 3 clusters Score -2.008923e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149525 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -20089518.000000 Penalty: 5950.269531
	Iteration 28Q: 3 clusters Score -2.008952e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -20089792.000000 Penalty: 5950.269531
	Iteration 29Q: 3 clusters Score -2.008979e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -20090082.000000 Penalty: 5950.269531
	Iteration 30Q: 3 clusters Score -2.009008e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -20090218.000000 Penalty: 5950.269531
	Iteration 31Q: 3 clusters Score -2.009022e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -20090430.000000 Penalty: 5950.269531
	Iteration 32Q: 3 clusters Score -2.009043e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153728 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -20090622.000000 Penalty: 5950.269531
	Iteration 33Q: 3 clusters Score -2.009062e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -20090746.000000 Penalty: 5950.269531
	Iteration 34Q: 3 clusters Score -2.009075e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154880 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -20090866.000000 Penalty: 5950.269531
	Iteration 35Q: 3 clusters Score -2.009087e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -20090994.000000 Penalty: 5950.269531
	Iteration 36Q: 3 clusters Score -2.009099e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -20091124.000000 Penalty: 5950.269531
	Iteration 37Q: 3 clusters Score -2.009112e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -20091120.000000 Penalty: 5950.269531
	Iteration 38Q: 3 clusters Score -2.009112e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -20091126.000000 Penalty: 5950.269531
	Iteration 39Q: 3 clusters Score -2.009113e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -20091156.000000 Penalty: 5950.269531
	Iteration 40F: 3 clusters Score -2.009116e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -20091190.000000 Penalty: 5950.269531
	Iteration 41Q: 3 clusters Score -2.009119e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -20091192.000000 Penalty: 5950.269531
	Iteration 42Q: 3 clusters Score -2.009119e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157520 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -20091174.000000 Penalty: 5950.269531
	Iteration 43Q: 3 clusters Score -2.009117e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -20091194.000000 Penalty: 5950.269531
	Iteration 44Q: 3 clusters Score -2.009119e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157854 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -20091222.000000 Penalty: 5950.269531
	Iteration 45Q: 3 clusters Score -2.009122e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -20091220.000000 Penalty: 5950.269531
	Iteration 46Q: 3 clusters Score -2.009122e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158134 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -20091244.000000 Penalty: 5950.269531
	Iteration 47Q: 3 clusters Score -2.009124e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -20091280.000000 Penalty: 5950.269531
	Iteration 48Q: 3 clusters Score -2.009128e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20091316.000000 Penalty: 5950.269531
	Iteration 49Q: 3 clusters Score -2.009132e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20091364.000000 Penalty: 5950.269531
	Iteration 50Q: 3 clusters Score -2.009136e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -20091408.000000 Penalty: 5950.269531
	Iteration 51Q: 3 clusters Score -2.009141e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158711 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -20091394.000000 Penalty: 5950.269531
	Iteration 52Q: 3 clusters Score -2.009139e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -20091412.000000 Penalty: 5950.269531
	Iteration 53Q: 3 clusters Score -2.009141e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158913 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -20091414.000000 Penalty: 5950.269531
	Iteration 54Q: 3 clusters Score -2.009141e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -20091424.000000 Penalty: 5950.269531
	Iteration 55Q: 3 clusters Score -2.009142e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159102 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20091460.000000 Penalty: 5950.269531
	Iteration 56Q: 3 clusters Score -2.009146e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -20091498.000000 Penalty: 5950.269531
	Iteration 57Q: 3 clusters Score -2.00915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159222 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -20091504.000000 Penalty: 5950.269531
	Iteration 58Q: 3 clusters Score -2.00915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159281 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -20091506.000000 Penalty: 5950.269531
	Iteration 59Q: 3 clusters Score -2.009151e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159343 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -20091482.000000 Penalty: 5950.269531
	Iteration 60F: 3 clusters Score -2.009148e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -20091476.000000 Penalty: 5950.269531
	Iteration 61Q: 3 clusters Score -2.009148e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159438 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20091486.000000 Penalty: 5950.269531
	Iteration 62Q: 3 clusters Score -2.009149e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -20091500.000000 Penalty: 5950.269531
	Iteration 63Q: 3 clusters Score -2.00915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -20091524.000000 Penalty: 5950.269531
	Iteration 64Q: 3 clusters Score -2.009152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20091526.000000 Penalty: 5950.269531
	Iteration 65Q: 3 clusters Score -2.009153e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159562 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20091530.000000 Penalty: 5950.269531
	Iteration 66Q: 3 clusters Score -2.009153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -20091510.000000 Penalty: 5950.269531
	Iteration 67Q: 3 clusters Score -2.009151e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159598 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -20091514.000000 Penalty: 5950.269531
	Iteration 68Q: 3 clusters Score -2.009151e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159622 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -20091538.000000 Penalty: 5950.269531
	Iteration 69Q: 3 clusters Score -2.009154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20091540.000000 Penalty: 5950.269531
	Iteration 70Q: 3 clusters Score -2.009154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20091530.000000 Penalty: 5950.269531
	Iteration 71Q: 3 clusters Score -2.009153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20091534.000000 Penalty: 5950.269531
	Iteration 72Q: 3 clusters Score -2.009153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -20091534.000000 Penalty: 5950.269531
	Iteration 73Q: 3 clusters Score -2.009153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -20091530.000000 Penalty: 5950.269531
	Iteration 74Q: 3 clusters Score -2.009153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20091548.000000 Penalty: 5950.269531
	Iteration 75Q: 3 clusters Score -2.009155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20091542.000000 Penalty: 5950.269531
	Iteration 76Q: 3 clusters Score -2.009154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20091548.000000 Penalty: 5950.269531
	Iteration 77Q: 3 clusters Score -2.009155e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20091530.000000 Penalty: 5950.269531
	Iteration 78Q: 3 clusters Score -2.009153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -20091552.000000 Penalty: 5950.269531
	Iteration 79Q: 3 clusters Score -2.009155e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20091546.000000 Penalty: 5950.269531
	Iteration 80F: 3 clusters Score -2.009155e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -20091550.000000 Penalty: 5950.269531
	Iteration 81Q: 3 clusters Score -2.009155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20091544.000000 Penalty: 5950.269531
	Iteration 82Q: 3 clusters Score -2.009154e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159855 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -20091588.000000 Penalty: 5950.269531
	Iteration 83Q: 3 clusters Score -2.009159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20091616.000000 Penalty: 5950.269531
	Iteration 84Q: 3 clusters Score -2.009162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -20091626.000000 Penalty: 5950.269531
	Iteration 85Q: 3 clusters Score -2.009163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -20091598.000000 Penalty: 5950.269531
	Iteration 86Q: 3 clusters Score -2.00916e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20091614.000000 Penalty: 5950.269531
	Iteration 87Q: 3 clusters Score -2.009161e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -20091618.000000 Penalty: 5950.269531
	Iteration 88Q: 3 clusters Score -2.009162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -20091600.000000 Penalty: 5950.269531
	Iteration 89Q: 3 clusters Score -2.00916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -20091596.000000 Penalty: 5950.269531
	Iteration 90Q: 3 clusters Score -2.00916e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160017 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20091596.000000 Penalty: 5950.269531
	Iteration 91Q: 3 clusters Score -2.00916e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20091590.000000 Penalty: 5950.269531
	Iteration 92Q: 3 clusters Score -2.009159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20091588.000000 Penalty: 5950.269531
	Iteration 93Q: 3 clusters Score -2.009159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20091606.000000 Penalty: 5950.269531
	Iteration 94Q: 3 clusters Score -2.009161e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -20091580.000000 Penalty: 5950.269531
	Iteration 95Q: 3 clusters Score -2.009158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -20091586.000000 Penalty: 5950.269531
	Iteration 96Q: 3 clusters Score -2.009159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20091594.000000 Penalty: 5950.269531
	Iteration 97Q: 3 clusters Score -2.009159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20091580.000000 Penalty: 5950.269531
	Iteration 98Q: 3 clusters Score -2.009158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -20091588.000000 Penalty: 5950.269531
	Iteration 99Q: 3 clusters Score -2.009159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -20091578.000000 Penalty: 5950.269531
	Iteration 100F: 3 clusters Score -2.009158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -20091592.000000 Penalty: 5950.269531
	Iteration 101Q: 3 clusters Score -2.009159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160118 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -20091594.000000 Penalty: 5950.269531
	Iteration 102Q: 3 clusters Score -2.009159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20091594.000000 Penalty: 5950.269531
	Iteration 103Q: 3 clusters Score -2.009159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20091590.000000 Penalty: 5950.269531
	Iteration 104Q: 3 clusters Score -2.009159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -20091596.000000 Penalty: 5950.269531
	Iteration 105Q: 3 clusters Score -2.00916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -20091596.000000 Penalty: 5950.269531
	Iteration 106Q: 3 clusters Score -2.00916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160124 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20091588.000000 Penalty: 5950.269531
	Iteration 107Q: 3 clusters Score -2.009159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -20091608.000000 Penalty: 5950.269531
	Iteration 108Q: 3 clusters Score -2.009161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160131 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -20091598.000000 Penalty: 5950.269531
	Iteration 109Q: 3 clusters Score -2.00916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20091596.000000 Penalty: 5950.269531
	Iteration 110Q: 3 clusters Score -2.00916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -20091608.000000 Penalty: 5950.269531
	Iteration 111Q: 3 clusters Score -2.009161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -20091616.000000 Penalty: 5950.269531
	Iteration 112Q: 3 clusters Score -2.009162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -20091612.000000 Penalty: 5950.269531
	Iteration 113Q: 3 clusters Score -2.009161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -20091616.000000 Penalty: 5950.269531
	Iteration 114Q: 3 clusters Score -2.009162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -20091614.000000 Penalty: 5950.269531
	Iteration 115Q: 3 clusters Score -2.009161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160151 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -20091624.000000 Penalty: 5950.269531
	Iteration 116Q: 3 clusters Score -2.009162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160154 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20091618.000000 Penalty: 5950.269531
	Iteration 117Q: 3 clusters Score -2.009162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160156 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -20091610.000000 Penalty: 5950.269531
	Iteration 118Q: 3 clusters Score -2.009161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -20091614.000000 Penalty: 5950.269531
	Iteration 119Q: 3 clusters Score -2.009161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -20091614.000000 Penalty: 5950.269531
	Iteration 120F: 3 clusters Score -2.009161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Entering Unmasked Estep 
Score: -1656118.000000 Penalty: 2361.548584
	Iteration 0F: 2 clusters Score -1656118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1646113.500000 Penalty: 4723.097168
	Iteration 0F: 3 clusters Score -1646114 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1649354.375000 Penalty: 4723.097168
	Iteration 1F: 3 clusters Score -1649354 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1649834.125000 Penalty: 4723.097168
	Iteration 2F: 3 clusters Score -1649834 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1650216.125000 Penalty: 4723.097168
	Iteration 3F: 3 clusters Score -1650216 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1650525.375000 Penalty: 4723.097168
	Iteration 4Q: 3 clusters Score -1650525 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1650776.875000 Penalty: 4723.097168
	Iteration 5Q: 3 clusters Score -1650777 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1651009.250000 Penalty: 4723.097168
	Iteration 6Q: 3 clusters Score -1651009 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1651243.125000 Penalty: 4723.097168
	Iteration 7Q: 3 clusters Score -1651243 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1651494.125000 Penalty: 4723.097168
	Iteration 8Q: 3 clusters Score -1651494 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1651808.375000 Penalty: 4723.097168
	Iteration 9Q: 3 clusters Score -1651808 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1652148.625000 Penalty: 4723.097168
	Iteration 10Q: 3 clusters Score -1652149 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1652521.375000 Penalty: 4723.097168
	Iteration 11Q: 3 clusters Score -1652521 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1652876.625000 Penalty: 4723.097168
	Iteration 12Q: 3 clusters Score -1652877 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1653209.625000 Penalty: 4723.097168
	Iteration 13Q: 3 clusters Score -1653210 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1653519.000000 Penalty: 4723.097168
	Iteration 14Q: 3 clusters Score -1653519 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1653798.875000 Penalty: 4723.097168
	Iteration 15Q: 3 clusters Score -1653799 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1654060.625000 Penalty: 4723.097168
	Iteration 16Q: 3 clusters Score -1654061 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1654262.625000 Penalty: 4723.097168
	Iteration 17Q: 3 clusters Score -1654263 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1654414.375000 Penalty: 4723.097168
	Iteration 18Q: 3 clusters Score -1654414 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1654530.750000 Penalty: 4723.097168
	Iteration 19Q: 3 clusters Score -1654531 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1654605.250000 Penalty: 4723.097168
	Iteration 20F: 3 clusters Score -1654605 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1654663.625000 Penalty: 4723.097168
	Iteration 21Q: 3 clusters Score -1654664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1654707.500000 Penalty: 4723.097168
	Iteration 22Q: 3 clusters Score -1654708 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1654736.875000 Penalty: 4723.097168
	Iteration 23Q: 3 clusters Score -1654737 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1654762.375000 Penalty: 4723.097168
	Iteration 24Q: 3 clusters Score -1654762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1654794.750000 Penalty: 4723.097168
	Iteration 25Q: 3 clusters Score -1654795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1654819.250000 Penalty: 4723.097168
	Iteration 26Q: 3 clusters Score -1654819 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1654840.125000 Penalty: 4723.097168
	Iteration 27Q: 3 clusters Score -1654840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1654858.875000 Penalty: 4723.097168
	Iteration 28Q: 3 clusters Score -1654859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1654870.750000 Penalty: 4723.097168
	Iteration 29Q: 3 clusters Score -1654871 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1654884.000000 Penalty: 4723.097168
	Iteration 30Q: 3 clusters Score -1654884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1654887.625000 Penalty: 4723.097168
	Iteration 31Q: 3 clusters Score -1654888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1654896.625000 Penalty: 4723.097168
	Iteration 32Q: 3 clusters Score -1654897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1654896.875000 Penalty: 4723.097168
	Iteration 33Q: 3 clusters Score -1654897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1654901.875000 Penalty: 4723.097168
	Iteration 34Q: 3 clusters Score -1654902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1654908.750000 Penalty: 4723.097168
	Iteration 35Q: 3 clusters Score -1654909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1654912.250000 Penalty: 4723.097168
	Iteration 36Q: 3 clusters Score -1654912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1654914.500000 Penalty: 4723.097168
	Iteration 37Q: 3 clusters Score -1654914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1654912.500000 Penalty: 4723.097168
	Iteration 38Q: 3 clusters Score -1654912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1654912.125000 Penalty: 4723.097168
	Iteration 39Q: 3 clusters Score -1654912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1654913.500000 Penalty: 4723.097168
	Iteration 40F: 3 clusters Score -1654914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1654913.625000 Penalty: 4723.097168
	Iteration 41Q: 3 clusters Score -1654914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1654918.875000 Penalty: 4723.097168
	Iteration 42Q: 3 clusters Score -1654919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1654916.875000 Penalty: 4723.097168
	Iteration 43Q: 3 clusters Score -1654917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1654917.250000 Penalty: 4723.097168
	Iteration 44Q: 3 clusters Score -1654917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1654917.250000 Penalty: 4723.097168
	Iteration 45F: 3 clusters Score -1654917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (213338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213338 members 
Entering Unmasked Estep 
Score: -26132792.000000 Penalty: 3043.116943
	Iteration 0F: 2 clusters Score -2.613279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106637 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -25992570.000000 Penalty: 6086.233887
	Iteration 0F: 3 clusters Score -2.599257e+07 nChanged 102695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -26053168.000000 Penalty: 6086.233887
	Iteration 1F: 3 clusters Score -2.605317e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103901 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -26054854.000000 Penalty: 6086.233887
	Iteration 2Q: 3 clusters Score -2.605485e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101932 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -26057910.000000 Penalty: 6086.233887
	Iteration 3Q: 3 clusters Score -2.605791e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -26062946.000000 Penalty: 6086.233887
	Iteration 4Q: 3 clusters Score -2.606295e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -26070918.000000 Penalty: 6086.233887
	Iteration 5F: 3 clusters Score -2.607092e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 126448 members 
Entering Unmasked Estep 
Score: -26082924.000000 Penalty: 6086.233887
	Iteration 6F: 3 clusters Score -2.608292e+07 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 134242 members 
Entering Unmasked Estep 
Score: -26096870.000000 Penalty: 6086.233887
	Iteration 7F: 3 clusters Score -2.609687e+07 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 140545 members 
Entering Unmasked Estep 
Score: -26108304.000000 Penalty: 6086.233887
	Iteration 8F: 3 clusters Score -2.61083e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 145121 members 
Entering Unmasked Estep 
Score: -26113538.000000 Penalty: 6086.233887
	Iteration 9Q: 3 clusters Score -2.611354e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -26116314.000000 Penalty: 6086.233887
	Iteration 10Q: 3 clusters Score -2.611631e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 152327 members 
Entering Unmasked Estep 
Score: -26118084.000000 Penalty: 6086.233887
	Iteration 11Q: 3 clusters Score -2.611808e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -26119468.000000 Penalty: 6086.233887
	Iteration 12Q: 3 clusters Score -2.611947e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -26120708.000000 Penalty: 6086.233887
	Iteration 13Q: 3 clusters Score -2.612071e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 161865 members 
Entering Unmasked Estep 
Score: -26121882.000000 Penalty: 6086.233887
	Iteration 14Q: 3 clusters Score -2.612188e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -26122792.000000 Penalty: 6086.233887
	Iteration 15Q: 3 clusters Score -2.612279e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 168021 members 
Entering Unmasked Estep 
Score: -26123836.000000 Penalty: 6086.233887
	Iteration 16Q: 3 clusters Score -2.612384e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -26124608.000000 Penalty: 6086.233887
	Iteration 17Q: 3 clusters Score -2.612461e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 173824 members 
Entering Unmasked Estep 
Score: -26125620.000000 Penalty: 6086.233887
	Iteration 18Q: 3 clusters Score -2.612562e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -26126242.000000 Penalty: 6086.233887
	Iteration 19Q: 3 clusters Score -2.612624e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 179041 members 
Entering Unmasked Estep 
Score: -26126874.000000 Penalty: 6086.233887
	Iteration 20F: 3 clusters Score -2.612687e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 181427 members 
Entering Unmasked Estep 
Score: -26127528.000000 Penalty: 6086.233887
	Iteration 21Q: 3 clusters Score -2.612753e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 183657 members 
Entering Unmasked Estep 
Score: -26128022.000000 Penalty: 6086.233887
	Iteration 22Q: 3 clusters Score -2.612802e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 185775 members 
Entering Unmasked Estep 
Score: -26128492.000000 Penalty: 6086.233887
	Iteration 23Q: 3 clusters Score -2.612849e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 187749 members 
Entering Unmasked Estep 
Score: -26128976.000000 Penalty: 6086.233887
	Iteration 24Q: 3 clusters Score -2.612898e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 189601 members 
Entering Unmasked Estep 
Score: -26129274.000000 Penalty: 6086.233887
	Iteration 25Q: 3 clusters Score -2.612927e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 191309 members 
Entering Unmasked Estep 
Score: -26129592.000000 Penalty: 6086.233887
	Iteration 26Q: 3 clusters Score -2.612959e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 192862 members 
Entering Unmasked Estep 
Score: -26129986.000000 Penalty: 6086.233887
	Iteration 27Q: 3 clusters Score -2.612999e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 194370 members 
Entering Unmasked Estep 
Score: -26130326.000000 Penalty: 6086.233887
	Iteration 28Q: 3 clusters Score -2.613033e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 195693 members 
Entering Unmasked Estep 
Score: -26130606.000000 Penalty: 6086.233887
	Iteration 29Q: 3 clusters Score -2.613061e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 196908 members 
Entering Unmasked Estep 
Score: -26130702.000000 Penalty: 6086.233887
	Iteration 30Q: 3 clusters Score -2.61307e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 198000 members 
Entering Unmasked Estep 
Score: -26130892.000000 Penalty: 6086.233887
	Iteration 31Q: 3 clusters Score -2.613089e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 198995 members 
Entering Unmasked Estep 
Score: -26130948.000000 Penalty: 6086.233887
	Iteration 32Q: 3 clusters Score -2.613095e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 199872 members 
Entering Unmasked Estep 
Score: -26131112.000000 Penalty: 6086.233887
	Iteration 33Q: 3 clusters Score -2.613111e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 200725 members 
Entering Unmasked Estep 
Score: -26131238.000000 Penalty: 6086.233887
	Iteration 34Q: 3 clusters Score -2.613124e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 201491 members 
Entering Unmasked Estep 
Score: -26131344.000000 Penalty: 6086.233887
	Iteration 35Q: 3 clusters Score -2.613134e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 202156 members 
Entering Unmasked Estep 
Score: -26131372.000000 Penalty: 6086.233887
	Iteration 36Q: 3 clusters Score -2.613137e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 202745 members 
Entering Unmasked Estep 
Score: -26131428.000000 Penalty: 6086.233887
	Iteration 37Q: 3 clusters Score -2.613143e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 203297 members 
Entering Unmasked Estep 
Score: -26131492.000000 Penalty: 6086.233887
	Iteration 38Q: 3 clusters Score -2.613149e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 203772 members 
Entering Unmasked Estep 
Score: -26131628.000000 Penalty: 6086.233887
	Iteration 39Q: 3 clusters Score -2.613163e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -26131642.000000 Penalty: 6086.233887
	Iteration 40F: 3 clusters Score -2.613164e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 204562 members 
Entering Unmasked Estep 
Score: -26131704.000000 Penalty: 6086.233887
	Iteration 41Q: 3 clusters Score -2.61317e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 204909 members 
Entering Unmasked Estep 
Score: -26131752.000000 Penalty: 6086.233887
	Iteration 42Q: 3 clusters Score -2.613175e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 205223 members 
Entering Unmasked Estep 
Score: -26131764.000000 Penalty: 6086.233887
	Iteration 43Q: 3 clusters Score -2.613176e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 205535 members 
Entering Unmasked Estep 
Score: -26131802.000000 Penalty: 6086.233887
	Iteration 44Q: 3 clusters Score -2.61318e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 205798 members 
Entering Unmasked Estep 
Score: -26131814.000000 Penalty: 6086.233887
	Iteration 45Q: 3 clusters Score -2.613181e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 206016 members 
Entering Unmasked Estep 
Score: -26131832.000000 Penalty: 6086.233887
	Iteration 46Q: 3 clusters Score -2.613183e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 206189 members 
Entering Unmasked Estep 
Score: -26131826.000000 Penalty: 6086.233887
	Iteration 47Q: 3 clusters Score -2.613183e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 206347 members 
Entering Unmasked Estep 
Score: -26131814.000000 Penalty: 6086.233887
	Iteration 48Q: 3 clusters Score -2.613181e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 206491 members 
Entering Unmasked Estep 
Score: -26131796.000000 Penalty: 6086.233887
	Iteration 49Q: 3 clusters Score -2.61318e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 206636 members 
Entering Unmasked Estep 
Score: -26131790.000000 Penalty: 6086.233887
	Iteration 50Q: 3 clusters Score -2.613179e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 206767 members 
Entering Unmasked Estep 
Score: -26131804.000000 Penalty: 6086.233887
	Iteration 51Q: 3 clusters Score -2.61318e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 206881 members 
Entering Unmasked Estep 
Score: -26131796.000000 Penalty: 6086.233887
	Iteration 52Q: 3 clusters Score -2.61318e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 206977 members 
Entering Unmasked Estep 
Score: -26131802.000000 Penalty: 6086.233887
	Iteration 53Q: 3 clusters Score -2.61318e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -26131832.000000 Penalty: 6086.233887
	Iteration 54Q: 3 clusters Score -2.613183e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 207117 members 
Entering Unmasked Estep 
Score: -26131818.000000 Penalty: 6086.233887
	Iteration 55Q: 3 clusters Score -2.613182e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 207178 members 
Entering Unmasked Estep 
Score: -26131790.000000 Penalty: 6086.233887
	Iteration 56Q: 3 clusters Score -2.613179e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 207231 members 
Entering Unmasked Estep 
Score: -26131788.000000 Penalty: 6086.233887
	Iteration 57Q: 3 clusters Score -2.613179e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 207288 members 
Entering Unmasked Estep 
Score: -26131798.000000 Penalty: 6086.233887
	Iteration 58Q: 3 clusters Score -2.61318e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 207338 members 
Entering Unmasked Estep 
Score: -26131786.000000 Penalty: 6086.233887
	Iteration 59Q: 3 clusters Score -2.613179e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 207394 members 
Entering Unmasked Estep 
Score: -26131744.000000 Penalty: 6086.233887
	Iteration 60F: 3 clusters Score -2.613174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 207445 members 
Entering Unmasked Estep 
Score: -26131754.000000 Penalty: 6086.233887
	Iteration 61Q: 3 clusters Score -2.613175e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 207499 members 
Entering Unmasked Estep 
Score: -26131782.000000 Penalty: 6086.233887
	Iteration 62Q: 3 clusters Score -2.613178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 207541 members 
Entering Unmasked Estep 
Score: -26131766.000000 Penalty: 6086.233887
	Iteration 63Q: 3 clusters Score -2.613177e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 207583 members 
Entering Unmasked Estep 
Score: -26131760.000000 Penalty: 6086.233887
	Iteration 64Q: 3 clusters Score -2.613176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 207617 members 
Entering Unmasked Estep 
Score: -26131760.000000 Penalty: 6086.233887
	Iteration 65Q: 3 clusters Score -2.613176e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 207653 members 
Entering Unmasked Estep 
Score: -26131764.000000 Penalty: 6086.233887
	Iteration 66Q: 3 clusters Score -2.613176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 207688 members 
Entering Unmasked Estep 
Score: -26131766.000000 Penalty: 6086.233887
	Iteration 67Q: 3 clusters Score -2.613177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 207718 members 
Entering Unmasked Estep 
Score: -26131750.000000 Penalty: 6086.233887
	Iteration 68Q: 3 clusters Score -2.613175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 207759 members 
Entering Unmasked Estep 
Score: -26131774.000000 Penalty: 6086.233887
	Iteration 69Q: 3 clusters Score -2.613177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -26131764.000000 Penalty: 6086.233887
	Iteration 70Q: 3 clusters Score -2.613176e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 207832 members 
Entering Unmasked Estep 
Score: -26131748.000000 Penalty: 6086.233887
	Iteration 71Q: 3 clusters Score -2.613175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 207868 members 
Entering Unmasked Estep 
Score: -26131728.000000 Penalty: 6086.233887
	Iteration 72Q: 3 clusters Score -2.613173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 207900 members 
Entering Unmasked Estep 
Score: -26131726.000000 Penalty: 6086.233887
	Iteration 73Q: 3 clusters Score -2.613173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 207928 members 
Entering Unmasked Estep 
Score: -26131748.000000 Penalty: 6086.233887
	Iteration 74Q: 3 clusters Score -2.613175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 207954 members 
Entering Unmasked Estep 
Score: -26131766.000000 Penalty: 6086.233887
	Iteration 75Q: 3 clusters Score -2.613177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 207976 members 
Entering Unmasked Estep 
Score: -26131754.000000 Penalty: 6086.233887
	Iteration 76Q: 3 clusters Score -2.613175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 208005 members 
Entering Unmasked Estep 
Score: -26131742.000000 Penalty: 6086.233887
	Iteration 77Q: 3 clusters Score -2.613174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 208034 members 
Entering Unmasked Estep 
Score: -26131726.000000 Penalty: 6086.233887
	Iteration 78Q: 3 clusters Score -2.613173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 208055 members 
Entering Unmasked Estep 
Score: -26131710.000000 Penalty: 6086.233887
	Iteration 79Q: 3 clusters Score -2.613171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 208072 members 
Entering Unmasked Estep 
Score: -26131716.000000 Penalty: 6086.233887
	Iteration 80F: 3 clusters Score -2.613172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 208085 members 
Entering Unmasked Estep 
Score: -26131740.000000 Penalty: 6086.233887
	Iteration 81Q: 3 clusters Score -2.613174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 208100 members 
Entering Unmasked Estep 
Score: -26131718.000000 Penalty: 6086.233887
	Iteration 82Q: 3 clusters Score -2.613172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 208106 members 
Entering Unmasked Estep 
Score: -26131700.000000 Penalty: 6086.233887
	Iteration 83Q: 3 clusters Score -2.61317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 208114 members 
Entering Unmasked Estep 
Score: -26131696.000000 Penalty: 6086.233887
	Iteration 84Q: 3 clusters Score -2.61317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 208124 members 
Entering Unmasked Estep 
Score: -26131716.000000 Penalty: 6086.233887
	Iteration 85Q: 3 clusters Score -2.613172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 208133 members 
Entering Unmasked Estep 
Score: -26131750.000000 Penalty: 6086.233887
	Iteration 86Q: 3 clusters Score -2.613175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 208136 members 
Entering Unmasked Estep 
Score: -26131742.000000 Penalty: 6086.233887
	Iteration 87Q: 3 clusters Score -2.613174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 208139 members 
Entering Unmasked Estep 
Score: -26131742.000000 Penalty: 6086.233887
	Iteration 88Q: 3 clusters Score -2.613174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 208141 members 
Entering Unmasked Estep 
Score: -26131746.000000 Penalty: 6086.233887
	Iteration 89Q: 3 clusters Score -2.613175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 208142 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 90Q: 3 clusters Score -2.613174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 208143 members 
Entering Unmasked Estep 
Score: -26131738.000000 Penalty: 6086.233887
	Iteration 91Q: 3 clusters Score -2.613174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 208146 members 
Entering Unmasked Estep 
Score: -26131728.000000 Penalty: 6086.233887
	Iteration 92Q: 3 clusters Score -2.613173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 208148 members 
Entering Unmasked Estep 
Score: -26131734.000000 Penalty: 6086.233887
	Iteration 93Q: 3 clusters Score -2.613173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 208151 members 
Entering Unmasked Estep 
Score: -26131750.000000 Penalty: 6086.233887
	Iteration 94Q: 3 clusters Score -2.613175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 208153 members 
Entering Unmasked Estep 
Score: -26131754.000000 Penalty: 6086.233887
	Iteration 95Q: 3 clusters Score -2.613175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 208154 members 
Entering Unmasked Estep 
Score: -26131746.000000 Penalty: 6086.233887
	Iteration 96Q: 3 clusters Score -2.613175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 208157 members 
Entering Unmasked Estep 
Score: -26131748.000000 Penalty: 6086.233887
	Iteration 97Q: 3 clusters Score -2.613175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 208160 members 
Entering Unmasked Estep 
Score: -26131758.000000 Penalty: 6086.233887
	Iteration 98Q: 3 clusters Score -2.613176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 208163 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 99Q: 3 clusters Score -2.613174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 208167 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 100F: 3 clusters Score -2.613174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 208169 members 
Entering Unmasked Estep 
Score: -26131750.000000 Penalty: 6086.233887
	Iteration 101Q: 3 clusters Score -2.613175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 208171 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 102Q: 3 clusters Score -2.613174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 208173 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 103Q: 3 clusters Score -2.613174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 208177 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 104Q: 3 clusters Score -2.613174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 208181 members 
Entering Unmasked Estep 
Score: -26131736.000000 Penalty: 6086.233887
	Iteration 105Q: 3 clusters Score -2.613174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 208184 members 
Entering Unmasked Estep 
Score: -26131730.000000 Penalty: 6086.233887
	Iteration 106Q: 3 clusters Score -2.613173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 208191 members 
Entering Unmasked Estep 
Score: -26131724.000000 Penalty: 6086.233887
	Iteration 107Q: 3 clusters Score -2.613172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 208196 members 
Entering Unmasked Estep 
Score: -26131738.000000 Penalty: 6086.233887
	Iteration 108Q: 3 clusters Score -2.613174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 208199 members 
Entering Unmasked Estep 
Score: -26131734.000000 Penalty: 6086.233887
	Iteration 109Q: 3 clusters Score -2.613173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 208200 members 
Entering Unmasked Estep 
Score: -26131740.000000 Penalty: 6086.233887
	Iteration 110Q: 3 clusters Score -2.613174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 208200 members 
Entering Unmasked Estep 
Score: -26131740.000000 Penalty: 6086.233887
	Iteration 111F: 3 clusters Score -2.613174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -122501.164062 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -122501.2 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 580 members 
Entering Unmasked Estep 
Score: -120506.281250 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -120506.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120969.398438 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -120969.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121321.507812 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -121321.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121652.578125 Penalty: 3507.500244
	Iteration 3F: 3 clusters Score -121652.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121963.484375 Penalty: 3507.500244
	Iteration 4F: 3 clusters Score -121963.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122149.679688 Penalty: 3507.500244
	Iteration 5F: 3 clusters Score -122149.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -122245.851562 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -122245.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -122306.890625 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -122306.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122369.000000 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -122369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -122416.421875 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -122416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122450.632812 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -122450.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -122465.046875 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -122465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122468.664062 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -122468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122472.812500 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -122472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -122476.070312 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -122476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122477.062500 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -122477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122477.062500 Penalty: 3507.500244
	Iteration 16F: 3 clusters Score -122477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198339 members 
Entering Unmasked Estep 
Score: -24254340.000000 Penalty: 3025.037842
	Iteration 0F: 2 clusters Score -2.425434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -24125988.000000 Penalty: 6050.075684
	Iteration 0F: 3 clusters Score -2.412599e+07 nChanged 95342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108292 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -24181904.000000 Penalty: 6050.075684
	Iteration 1F: 3 clusters Score -2.41819e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -24184244.000000 Penalty: 6050.075684
	Iteration 2Q: 3 clusters Score -2.418424e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122151 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -24188750.000000 Penalty: 6050.075684
	Iteration 3Q: 3 clusters Score -2.418875e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134731 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -24197608.000000 Penalty: 6050.075684
	Iteration 4F: 3 clusters Score -2.419761e+07 nChanged 17715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -24212334.000000 Penalty: 6050.075684
	Iteration 5F: 3 clusters Score -2.421233e+07 nChanged 18420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169490 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -24229810.000000 Penalty: 6050.075684
	Iteration 6F: 3 clusters Score -2.422981e+07 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -24242696.000000 Penalty: 6050.075684
	Iteration 7F: 3 clusters Score -2.42427e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -24249708.000000 Penalty: 6050.075684
	Iteration 8Q: 3 clusters Score -2.424971e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190214 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -24252586.000000 Penalty: 6050.075684
	Iteration 9Q: 3 clusters Score -2.425259e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190438 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -24253846.000000 Penalty: 6050.075684
	Iteration 10Q: 3 clusters Score -2.425385e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190508 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -24254118.000000 Penalty: 6050.075684
	Iteration 11Q: 3 clusters Score -2.425412e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -24254238.000000 Penalty: 6050.075684
	Iteration 12Q: 3 clusters Score -2.425424e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190765 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -24254242.000000 Penalty: 6050.075684
	Iteration 13Q: 3 clusters Score -2.425424e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190904 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -24254252.000000 Penalty: 6050.075684
	Iteration 14Q: 3 clusters Score -2.425425e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191011 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -24254200.000000 Penalty: 6050.075684
	Iteration 15Q: 3 clusters Score -2.42542e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191113 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -24254146.000000 Penalty: 6050.075684
	Iteration 16Q: 3 clusters Score -2.425415e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191199 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -24254178.000000 Penalty: 6050.075684
	Iteration 17Q: 3 clusters Score -2.425418e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191288 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -24254150.000000 Penalty: 6050.075684
	Iteration 18Q: 3 clusters Score -2.425415e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191357 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -24254186.000000 Penalty: 6050.075684
	Iteration 19Q: 3 clusters Score -2.425419e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -24254204.000000 Penalty: 6050.075684
	Iteration 20F: 3 clusters Score -2.42542e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191476 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -24254140.000000 Penalty: 6050.075684
	Iteration 21Q: 3 clusters Score -2.425414e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191527 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -24254116.000000 Penalty: 6050.075684
	Iteration 22Q: 3 clusters Score -2.425412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -24254120.000000 Penalty: 6050.075684
	Iteration 23Q: 3 clusters Score -2.425412e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191622 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -24254096.000000 Penalty: 6050.075684
	Iteration 24Q: 3 clusters Score -2.42541e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191662 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -24254092.000000 Penalty: 6050.075684
	Iteration 25Q: 3 clusters Score -2.425409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191704 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -24254062.000000 Penalty: 6050.075684
	Iteration 26Q: 3 clusters Score -2.425406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191747 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -24254064.000000 Penalty: 6050.075684
	Iteration 27Q: 3 clusters Score -2.425406e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -24254082.000000 Penalty: 6050.075684
	Iteration 28Q: 3 clusters Score -2.425408e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191817 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -24254042.000000 Penalty: 6050.075684
	Iteration 29Q: 3 clusters Score -2.425404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191842 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -24254074.000000 Penalty: 6050.075684
	Iteration 30Q: 3 clusters Score -2.425407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191872 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -24254036.000000 Penalty: 6050.075684
	Iteration 31Q: 3 clusters Score -2.425404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191894 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -24254062.000000 Penalty: 6050.075684
	Iteration 32Q: 3 clusters Score -2.425406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191914 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -24254056.000000 Penalty: 6050.075684
	Iteration 33Q: 3 clusters Score -2.425406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191935 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -24254030.000000 Penalty: 6050.075684
	Iteration 34Q: 3 clusters Score -2.425403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191952 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -24254018.000000 Penalty: 6050.075684
	Iteration 35Q: 3 clusters Score -2.425402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191968 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -24254038.000000 Penalty: 6050.075684
	Iteration 36Q: 3 clusters Score -2.425404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191985 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -24254036.000000 Penalty: 6050.075684
	Iteration 37Q: 3 clusters Score -2.425404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191996 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -24254010.000000 Penalty: 6050.075684
	Iteration 38Q: 3 clusters Score -2.425401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192003 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -24254022.000000 Penalty: 6050.075684
	Iteration 39Q: 3 clusters Score -2.425402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192009 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -24254008.000000 Penalty: 6050.075684
	Iteration 40F: 3 clusters Score -2.425401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192018 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -24254006.000000 Penalty: 6050.075684
	Iteration 41Q: 3 clusters Score -2.425401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192023 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -24254012.000000 Penalty: 6050.075684
	Iteration 42Q: 3 clusters Score -2.425401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192025 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -24254000.000000 Penalty: 6050.075684
	Iteration 43Q: 3 clusters Score -2.4254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192028 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -24254002.000000 Penalty: 6050.075684
	Iteration 44Q: 3 clusters Score -2.4254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192035 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -24254006.000000 Penalty: 6050.075684
	Iteration 45Q: 3 clusters Score -2.425401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192042 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -24254024.000000 Penalty: 6050.075684
	Iteration 46Q: 3 clusters Score -2.425402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192048 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -24254002.000000 Penalty: 6050.075684
	Iteration 47Q: 3 clusters Score -2.4254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192053 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -24254012.000000 Penalty: 6050.075684
	Iteration 48Q: 3 clusters Score -2.425401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192056 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -24254012.000000 Penalty: 6050.075684
	Iteration 49Q: 3 clusters Score -2.425401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192057 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -24253994.000000 Penalty: 6050.075684
	Iteration 50Q: 3 clusters Score -2.425399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192057 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -24253994.000000 Penalty: 6050.075684
	Iteration 51F: 3 clusters Score -2.425399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Entering Unmasked Estep 
Score: -6236973.000000 Penalty: 2685.182617
	Iteration 0F: 2 clusters Score -6236973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6203096.500000 Penalty: 5370.365234
	Iteration 0F: 3 clusters Score -6203096 nChanged 23104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -6216102.000000 Penalty: 5370.365234
	Iteration 1F: 3 clusters Score -6216102 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -6216921.000000 Penalty: 5370.365234
	Iteration 2Q: 3 clusters Score -6216921 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -6218068.000000 Penalty: 5370.365234
	Iteration 3Q: 3 clusters Score -6218068 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -6219643.500000 Penalty: 5370.365234
	Iteration 4F: 3 clusters Score -6219644 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -6221739.000000 Penalty: 5370.365234
	Iteration 5F: 3 clusters Score -6221739 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -6224578.500000 Penalty: 5370.365234
	Iteration 6F: 3 clusters Score -6224578 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -6227933.000000 Penalty: 5370.365234
	Iteration 7F: 3 clusters Score -6227933 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -6230817.000000 Penalty: 5370.365234
	Iteration 8F: 3 clusters Score -6230817 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6232807.000000 Penalty: 5370.365234
	Iteration 9Q: 3 clusters Score -6232807 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6233800.000000 Penalty: 5370.365234
	Iteration 10Q: 3 clusters Score -6233800 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6234241.500000 Penalty: 5370.365234
	Iteration 11Q: 3 clusters Score -6234242 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6234419.500000 Penalty: 5370.365234
	Iteration 12Q: 3 clusters Score -6234420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6234529.000000 Penalty: 5370.365234
	Iteration 13Q: 3 clusters Score -6234529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6234594.500000 Penalty: 5370.365234
	Iteration 14Q: 3 clusters Score -6234594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6234642.000000 Penalty: 5370.365234
	Iteration 15Q: 3 clusters Score -6234642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6234657.000000 Penalty: 5370.365234
	Iteration 16Q: 3 clusters Score -6234657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6234686.000000 Penalty: 5370.365234
	Iteration 17Q: 3 clusters Score -6234686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6234696.000000 Penalty: 5370.365234
	Iteration 18Q: 3 clusters Score -6234696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6234698.000000 Penalty: 5370.365234
	Iteration 19Q: 3 clusters Score -6234698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6234707.500000 Penalty: 5370.365234
	Iteration 20F: 3 clusters Score -6234708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6234715.000000 Penalty: 5370.365234
	Iteration 21Q: 3 clusters Score -6234715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6234713.500000 Penalty: 5370.365234
	Iteration 22Q: 3 clusters Score -6234714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6234714.000000 Penalty: 5370.365234
	Iteration 23Q: 3 clusters Score -6234714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6234729.000000 Penalty: 5370.365234
	Iteration 24Q: 3 clusters Score -6234729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6234732.000000 Penalty: 5370.365234
	Iteration 25Q: 3 clusters Score -6234732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6234732.000000 Penalty: 5370.365234
	Iteration 26F: 3 clusters Score -6234732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76305 members 
Entering Unmasked Estep 
Score: -9435468.000000 Penalty: 2788.138428
	Iteration 0F: 2 clusters Score -9435468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -9384313.000000 Penalty: 5576.276855
	Iteration 0F: 3 clusters Score -9384313 nChanged 35779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -9404704.000000 Penalty: 5576.276855
	Iteration 1F: 3 clusters Score -9404704 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -9405439.000000 Penalty: 5576.276855
	Iteration 2Q: 3 clusters Score -9405439 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -9406230.000000 Penalty: 5576.276855
	Iteration 3Q: 3 clusters Score -9406230 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -9407094.000000 Penalty: 5576.276855
	Iteration 4Q: 3 clusters Score -9407094 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -9408220.000000 Penalty: 5576.276855
	Iteration 5Q: 3 clusters Score -9408220 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -9409756.000000 Penalty: 5576.276855
	Iteration 6Q: 3 clusters Score -9409756 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -9411705.000000 Penalty: 5576.276855
	Iteration 7Q: 3 clusters Score -9411705 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -9414195.000000 Penalty: 5576.276855
	Iteration 8F: 3 clusters Score -9414195 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -9417089.000000 Penalty: 5576.276855
	Iteration 9F: 3 clusters Score -9417089 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -9419902.000000 Penalty: 5576.276855
	Iteration 10F: 3 clusters Score -9419902 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -9422120.000000 Penalty: 5576.276855
	Iteration 11F: 3 clusters Score -9422120 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -9423454.000000 Penalty: 5576.276855
	Iteration 12Q: 3 clusters Score -9423454 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -9424221.000000 Penalty: 5576.276855
	Iteration 13Q: 3 clusters Score -9424221 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9424661.000000 Penalty: 5576.276855
	Iteration 14Q: 3 clusters Score -9424661 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -9424930.000000 Penalty: 5576.276855
	Iteration 15Q: 3 clusters Score -9424930 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -9425102.000000 Penalty: 5576.276855
	Iteration 16Q: 3 clusters Score -9425102 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -9425256.000000 Penalty: 5576.276855
	Iteration 17Q: 3 clusters Score -9425256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -9425406.000000 Penalty: 5576.276855
	Iteration 18Q: 3 clusters Score -9425406 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -9425536.000000 Penalty: 5576.276855
	Iteration 19Q: 3 clusters Score -9425536 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -9425699.000000 Penalty: 5576.276855
	Iteration 20F: 3 clusters Score -9425699 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -9425875.000000 Penalty: 5576.276855
	Iteration 21Q: 3 clusters Score -9425875 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -9426117.000000 Penalty: 5576.276855
	Iteration 22Q: 3 clusters Score -9426117 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -9426291.000000 Penalty: 5576.276855
	Iteration 23Q: 3 clusters Score -9426291 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -9426576.000000 Penalty: 5576.276855
	Iteration 24Q: 3 clusters Score -9426576 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -9426860.000000 Penalty: 5576.276855
	Iteration 25Q: 3 clusters Score -9426860 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -9427200.000000 Penalty: 5576.276855
	Iteration 26Q: 3 clusters Score -9427200 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -9427632.000000 Penalty: 5576.276855
	Iteration 27Q: 3 clusters Score -9427632 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -9428107.000000 Penalty: 5576.276855
	Iteration 28Q: 3 clusters Score -9428107 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -9428586.000000 Penalty: 5576.276855
	Iteration 29Q: 3 clusters Score -9428586 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -9429107.000000 Penalty: 5576.276855
	Iteration 30Q: 3 clusters Score -9429107 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -9429498.000000 Penalty: 5576.276855
	Iteration 31Q: 3 clusters Score -9429498 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -9429958.000000 Penalty: 5576.276855
	Iteration 32Q: 3 clusters Score -9429958 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -9430487.000000 Penalty: 5576.276855
	Iteration 33Q: 3 clusters Score -9430487 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -9430947.000000 Penalty: 5576.276855
	Iteration 34Q: 3 clusters Score -9430947 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -9431346.000000 Penalty: 5576.276855
	Iteration 35Q: 3 clusters Score -9431346 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9431714.000000 Penalty: 5576.276855
	Iteration 36Q: 3 clusters Score -9431714 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9432026.000000 Penalty: 5576.276855
	Iteration 37Q: 3 clusters Score -9432026 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9432278.000000 Penalty: 5576.276855
	Iteration 38Q: 3 clusters Score -9432278 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74519 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9432459.000000 Penalty: 5576.276855
	Iteration 39Q: 3 clusters Score -9432459 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9432588.000000 Penalty: 5576.276855
	Iteration 40F: 3 clusters Score -9432588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9432685.000000 Penalty: 5576.276855
	Iteration 41Q: 3 clusters Score -9432685 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9432762.000000 Penalty: 5576.276855
	Iteration 42Q: 3 clusters Score -9432762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9432821.000000 Penalty: 5576.276855
	Iteration 43Q: 3 clusters Score -9432821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9432865.000000 Penalty: 5576.276855
	Iteration 44Q: 3 clusters Score -9432865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9432908.000000 Penalty: 5576.276855
	Iteration 45Q: 3 clusters Score -9432908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9432920.000000 Penalty: 5576.276855
	Iteration 46Q: 3 clusters Score -9432920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9432954.000000 Penalty: 5576.276855
	Iteration 47Q: 3 clusters Score -9432954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9432953.000000 Penalty: 5576.276855
	Iteration 48Q: 3 clusters Score -9432953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9432951.000000 Penalty: 5576.276855
	Iteration 49Q: 3 clusters Score -9432951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75477 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9432976.000000 Penalty: 5576.276855
	Iteration 50Q: 3 clusters Score -9432976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9432989.000000 Penalty: 5576.276855
	Iteration 51Q: 3 clusters Score -9432989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9433005.000000 Penalty: 5576.276855
	Iteration 52Q: 3 clusters Score -9433005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9433018.000000 Penalty: 5576.276855
	Iteration 53Q: 3 clusters Score -9433018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9433026.000000 Penalty: 5576.276855
	Iteration 54Q: 3 clusters Score -9433026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9433039.000000 Penalty: 5576.276855
	Iteration 55Q: 3 clusters Score -9433039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9433052.000000 Penalty: 5576.276855
	Iteration 56Q: 3 clusters Score -9433052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9433049.000000 Penalty: 5576.276855
	Iteration 57Q: 3 clusters Score -9433049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9433057.000000 Penalty: 5576.276855
	Iteration 58Q: 3 clusters Score -9433057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9433049.000000 Penalty: 5576.276855
	Iteration 59Q: 3 clusters Score -9433049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9433054.000000 Penalty: 5576.276855
	Iteration 60F: 3 clusters Score -9433054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9433059.000000 Penalty: 5576.276855
	Iteration 61Q: 3 clusters Score -9433059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9433058.000000 Penalty: 5576.276855
	Iteration 62Q: 3 clusters Score -9433058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9433064.000000 Penalty: 5576.276855
	Iteration 63Q: 3 clusters Score -9433064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9433067.000000 Penalty: 5576.276855
	Iteration 64Q: 3 clusters Score -9433067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9433068.000000 Penalty: 5576.276855
	Iteration 65Q: 3 clusters Score -9433068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9433068.000000 Penalty: 5576.276855
	Iteration 66F: 3 clusters Score -9433068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (165237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Entering Unmasked Estep 
Score: -20452450.000000 Penalty: 2979.753662
	Iteration 0F: 2 clusters Score -2.045245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -20343748.000000 Penalty: 5959.507324
	Iteration 0F: 3 clusters Score -2.034375e+07 nChanged 79283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -20390686.000000 Penalty: 5959.507324
	Iteration 1F: 3 clusters Score -2.039069e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -20392884.000000 Penalty: 5959.507324
	Iteration 2Q: 3 clusters Score -2.039288e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -20396130.000000 Penalty: 5959.507324
	Iteration 3Q: 3 clusters Score -2.039613e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -20401426.000000 Penalty: 5959.507324
	Iteration 4F: 3 clusters Score -2.040143e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -20409798.000000 Penalty: 5959.507324
	Iteration 5F: 3 clusters Score -2.04098e+07 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 116979 members 
Entering Unmasked Estep 
Score: -20420604.000000 Penalty: 5959.507324
	Iteration 6F: 3 clusters Score -2.04206e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 125126 members 
Entering Unmasked Estep 
Score: -20431342.000000 Penalty: 5959.507324
	Iteration 7F: 3 clusters Score -2.043134e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 130520 members 
Entering Unmasked Estep 
Score: -20438372.000000 Penalty: 5959.507324
	Iteration 8F: 3 clusters Score -2.043837e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 133727 members 
Entering Unmasked Estep 
Score: -20441614.000000 Penalty: 5959.507324
	Iteration 9Q: 3 clusters Score -2.044161e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 136218 members 
Entering Unmasked Estep 
Score: -20443158.000000 Penalty: 5959.507324
	Iteration 10Q: 3 clusters Score -2.044316e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 138377 members 
Entering Unmasked Estep 
Score: -20444222.000000 Penalty: 5959.507324
	Iteration 11Q: 3 clusters Score -2.044422e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 140372 members 
Entering Unmasked Estep 
Score: -20445140.000000 Penalty: 5959.507324
	Iteration 12Q: 3 clusters Score -2.044514e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 142199 members 
Entering Unmasked Estep 
Score: -20445784.000000 Penalty: 5959.507324
	Iteration 13Q: 3 clusters Score -2.044578e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -20446406.000000 Penalty: 5959.507324
	Iteration 14Q: 3 clusters Score -2.044641e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -20446902.000000 Penalty: 5959.507324
	Iteration 15Q: 3 clusters Score -2.04469e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 146947 members 
Entering Unmasked Estep 
Score: -20447300.000000 Penalty: 5959.507324
	Iteration 16Q: 3 clusters Score -2.04473e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -20447810.000000 Penalty: 5959.507324
	Iteration 17Q: 3 clusters Score -2.044781e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -20448140.000000 Penalty: 5959.507324
	Iteration 18Q: 3 clusters Score -2.044814e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -20448488.000000 Penalty: 5959.507324
	Iteration 19Q: 3 clusters Score -2.044849e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 152270 members 
Entering Unmasked Estep 
Score: -20448852.000000 Penalty: 5959.507324
	Iteration 20F: 3 clusters Score -2.044885e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 153436 members 
Entering Unmasked Estep 
Score: -20449202.000000 Penalty: 5959.507324
	Iteration 21Q: 3 clusters Score -2.04492e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 154502 members 
Entering Unmasked Estep 
Score: -20449390.000000 Penalty: 5959.507324
	Iteration 22Q: 3 clusters Score -2.044939e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -20449654.000000 Penalty: 5959.507324
	Iteration 23Q: 3 clusters Score -2.044965e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 156363 members 
Entering Unmasked Estep 
Score: -20449828.000000 Penalty: 5959.507324
	Iteration 24Q: 3 clusters Score -2.044983e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -20449966.000000 Penalty: 5959.507324
	Iteration 25Q: 3 clusters Score -2.044997e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -20450052.000000 Penalty: 5959.507324
	Iteration 26Q: 3 clusters Score -2.045005e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -20450146.000000 Penalty: 5959.507324
	Iteration 27Q: 3 clusters Score -2.045015e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -20450242.000000 Penalty: 5959.507324
	Iteration 28Q: 3 clusters Score -2.045024e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 159406 members 
Entering Unmasked Estep 
Score: -20450358.000000 Penalty: 5959.507324
	Iteration 29Q: 3 clusters Score -2.045036e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -20450370.000000 Penalty: 5959.507324
	Iteration 30Q: 3 clusters Score -2.045037e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -20450428.000000 Penalty: 5959.507324
	Iteration 31Q: 3 clusters Score -2.045043e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 160560 members 
Entering Unmasked Estep 
Score: -20450484.000000 Penalty: 5959.507324
	Iteration 32Q: 3 clusters Score -2.045048e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -20450514.000000 Penalty: 5959.507324
	Iteration 33Q: 3 clusters Score -2.045051e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -20450566.000000 Penalty: 5959.507324
	Iteration 34Q: 3 clusters Score -2.045057e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -20450566.000000 Penalty: 5959.507324
	Iteration 35Q: 3 clusters Score -2.045057e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -20450558.000000 Penalty: 5959.507324
	Iteration 36Q: 3 clusters Score -2.045056e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -20450608.000000 Penalty: 5959.507324
	Iteration 37Q: 3 clusters Score -2.045061e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 161974 members 
Entering Unmasked Estep 
Score: -20450656.000000 Penalty: 5959.507324
	Iteration 38Q: 3 clusters Score -2.045066e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -20450652.000000 Penalty: 5959.507324
	Iteration 39Q: 3 clusters Score -2.045065e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 162240 members 
Entering Unmasked Estep 
Score: -20450664.000000 Penalty: 5959.507324
	Iteration 40F: 3 clusters Score -2.045066e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 162350 members 
Entering Unmasked Estep 
Score: -20450670.000000 Penalty: 5959.507324
	Iteration 41Q: 3 clusters Score -2.045067e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -20450662.000000 Penalty: 5959.507324
	Iteration 42Q: 3 clusters Score -2.045066e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -20450668.000000 Penalty: 5959.507324
	Iteration 43Q: 3 clusters Score -2.045067e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 162631 members 
Entering Unmasked Estep 
Score: -20450654.000000 Penalty: 5959.507324
	Iteration 44Q: 3 clusters Score -2.045065e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 162720 members 
Entering Unmasked Estep 
Score: -20450704.000000 Penalty: 5959.507324
	Iteration 45Q: 3 clusters Score -2.04507e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -20450728.000000 Penalty: 5959.507324
	Iteration 46Q: 3 clusters Score -2.045073e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 162857 members 
Entering Unmasked Estep 
Score: -20450692.000000 Penalty: 5959.507324
	Iteration 47Q: 3 clusters Score -2.045069e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -20450730.000000 Penalty: 5959.507324
	Iteration 48Q: 3 clusters Score -2.045073e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -20450722.000000 Penalty: 5959.507324
	Iteration 49Q: 3 clusters Score -2.045072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 162986 members 
Entering Unmasked Estep 
Score: -20450704.000000 Penalty: 5959.507324
	Iteration 50Q: 3 clusters Score -2.04507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 163023 members 
Entering Unmasked Estep 
Score: -20450698.000000 Penalty: 5959.507324
	Iteration 51Q: 3 clusters Score -2.04507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -20450678.000000 Penalty: 5959.507324
	Iteration 52Q: 3 clusters Score -2.045068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -20450668.000000 Penalty: 5959.507324
	Iteration 53Q: 3 clusters Score -2.045067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -20450670.000000 Penalty: 5959.507324
	Iteration 54Q: 3 clusters Score -2.045067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -20450662.000000 Penalty: 5959.507324
	Iteration 55Q: 3 clusters Score -2.045066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -20450640.000000 Penalty: 5959.507324
	Iteration 56Q: 3 clusters Score -2.045064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -20450628.000000 Penalty: 5959.507324
	Iteration 57Q: 3 clusters Score -2.045063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -20450638.000000 Penalty: 5959.507324
	Iteration 58Q: 3 clusters Score -2.045064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -20450654.000000 Penalty: 5959.507324
	Iteration 59Q: 3 clusters Score -2.045065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -20450652.000000 Penalty: 5959.507324
	Iteration 60F: 3 clusters Score -2.045065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 163214 members 
Entering Unmasked Estep 
Score: -20450664.000000 Penalty: 5959.507324
	Iteration 61Q: 3 clusters Score -2.045066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -20450648.000000 Penalty: 5959.507324
	Iteration 62Q: 3 clusters Score -2.045065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 163240 members 
Entering Unmasked Estep 
Score: -20450660.000000 Penalty: 5959.507324
	Iteration 63Q: 3 clusters Score -2.045066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -20450644.000000 Penalty: 5959.507324
	Iteration 64Q: 3 clusters Score -2.045064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -20450654.000000 Penalty: 5959.507324
	Iteration 65Q: 3 clusters Score -2.045065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -20450662.000000 Penalty: 5959.507324
	Iteration 66Q: 3 clusters Score -2.045066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 163257 members 
Entering Unmasked Estep 
Score: -20450650.000000 Penalty: 5959.507324
	Iteration 67Q: 3 clusters Score -2.045065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -20450656.000000 Penalty: 5959.507324
	Iteration 68Q: 3 clusters Score -2.045066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -20450656.000000 Penalty: 5959.507324
	Iteration 69F: 3 clusters Score -2.045066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -80891.015625 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -80891.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79205.203125 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -79205.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79428.015625 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -79428.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79493.203125 Penalty: 3265.371094
	Iteration 2Q: 3 clusters Score -79493.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79531.375000 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -79531.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79558.601562 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -79558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79598.101562 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -79598.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79648.148438 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -79648.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79678.812500 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -79678.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79733.609375 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -79733.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79837.273438 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -79837.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79909.000000 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -79909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79973.812500 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -79973.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80027.773438 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -80027.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80051.195312 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -80051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80064.101562 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -80064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80071.921875 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -80071.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80077.460938 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -80077.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80087.390625 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -80087.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80095.429688 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -80095.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80099.078125 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -80099.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80099.953125 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -80099.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80101.304688 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -80101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80103.953125 Penalty: 3265.371094
	Iteration 22Q: 3 clusters Score -80103.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80103.953125 Penalty: 3265.371094
	Iteration 23F: 3 clusters Score -80103.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -166520.796875 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -166520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -164317.375000 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -164317.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164632.828125 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -164632.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -164735.171875 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -164735.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164786.609375 Penalty: 3588.509766
	Iteration 3Q: 3 clusters Score -164786.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164817.109375 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -164817.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164834.328125 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -164834.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164845.875000 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -164845.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164860.656250 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -164860.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -164867.140625 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -164867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -164876.718750 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -164876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164882.796875 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -164882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -164887.718750 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -164887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -164891.484375 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -164891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164893.890625 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -164893.9 nChanged 3
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: -164895.625000 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -164895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164899.156250 Penalty: 3588.509766
	Iteration 15Q: 3 clusters Score -164899.2 nChanged 1
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: -164899.890625 Penalty: 3588.509766
	Iteration 16Q: 3 clusters Score -164899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -164900.140625 Penalty: 3588.509766
	Iteration 17Q: 3 clusters Score -164900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -164900.140625 Penalty: 3588.509766
	Iteration 18F: 3 clusters Score -164900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174690 members 
Mstep: Class 2 contains 161220 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17285 members 
Mstep: Class 5 contains 125744 members 
Mstep: Class 6 contains 109639 members 
Mstep: Class 7 contains 7520 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76345 members 
Mstep: Class 10 contains 18733 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 16152 members 
Mstep: Class 16 contains 162188 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 213338 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198339 members 
Mstep: Class 21 contains 50380 members 
Mstep: Class 22 contains 76305 members 
Mstep: Class 23 contains 165237 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727360.000000 Penalty: 88616.031250
Iteration 279Q: 26 clusters Score -1.947274e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174674 members 
Mstep: Class 2 contains 161375 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17305 members 
Mstep: Class 5 contains 125413 members 
Mstep: Class 6 contains 109793 members 
Mstep: Class 7 contains 7514 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76319 members 
Mstep: Class 10 contains 18686 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 16 contains 162251 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 213470 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198327 members 
Mstep: Class 21 contains 50382 members 
Mstep: Class 22 contains 76296 members 
Mstep: Class 23 contains 165176 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727104.000000 Penalty: 88616.031250
Iteration 280F: 26 clusters Score -1.947271e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174648 members 
Mstep: Class 2 contains 161516 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17318 members 
Mstep: Class 5 contains 125097 members 
Mstep: Class 6 contains 109929 members 
Mstep: Class 7 contains 7511 members 
Mstep: Class 8 contains 4777 members 
Mstep: Class 9 contains 76306 members 
Mstep: Class 10 contains 18623 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 16111 members 
Mstep: Class 16 contains 162329 members 
Mstep: Class 17 contains 13659 members 
Mstep: Class 18 contains 213592 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198306 members 
Mstep: Class 21 contains 50385 members 
Mstep: Class 22 contains 76297 members 
Mstep: Class 23 contains 165154 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727200.000000 Penalty: 88616.031250
Iteration 281Q: 26 clusters Score -1.947272e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174635 members 
Mstep: Class 2 contains 161644 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17324 members 
Mstep: Class 5 contains 124796 members 
Mstep: Class 6 contains 110043 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 4778 members 
Mstep: Class 9 contains 76289 members 
Mstep: Class 10 contains 18587 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 16087 members 
Mstep: Class 16 contains 162394 members 
Mstep: Class 17 contains 13662 members 
Mstep: Class 18 contains 213698 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198270 members 
Mstep: Class 21 contains 50383 members 
Mstep: Class 22 contains 76296 members 
Mstep: Class 23 contains 165164 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727568.000000 Penalty: 88616.031250
Iteration 282Q: 26 clusters Score -1.947276e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 161718 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17326 members 
Mstep: Class 5 contains 124506 members 
Mstep: Class 6 contains 110162 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 76272 members 
Mstep: Class 10 contains 18568 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 16063 members 
Mstep: Class 16 contains 162470 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 213798 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198278 members 
Mstep: Class 21 contains 50385 members 
Mstep: Class 22 contains 76288 members 
Mstep: Class 23 contains 165152 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727920.000000 Penalty: 88616.031250
Iteration 283Q: 26 clusters Score -1.947279e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174623 members 
Mstep: Class 2 contains 161807 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17343 members 
Mstep: Class 5 contains 124225 members 
Mstep: Class 6 contains 110285 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 76261 members 
Mstep: Class 10 contains 18529 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 16044 members 
Mstep: Class 16 contains 162547 members 
Mstep: Class 17 contains 13658 members 
Mstep: Class 18 contains 213903 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198267 members 
Mstep: Class 21 contains 50382 members 
Mstep: Class 22 contains 76276 members 
Mstep: Class 23 contains 165119 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 88616.031250
Iteration 284Q: 26 clusters Score -1.947281e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174607 members 
Mstep: Class 2 contains 161894 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17360 members 
Mstep: Class 5 contains 123961 members 
Mstep: Class 6 contains 110400 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 76254 members 
Mstep: Class 10 contains 18504 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 2709 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 16035 members 
Mstep: Class 16 contains 162617 members 
Mstep: Class 17 contains 13660 members 
Mstep: Class 18 contains 213994 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198266 members 
Mstep: Class 21 contains 50384 members 
Mstep: Class 22 contains 76264 members 
Mstep: Class 23 contains 165072 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728272.000000 Penalty: 88616.031250
Iteration 285Q: 26 clusters Score -1.947283e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174577 members 
Mstep: Class 2 contains 161977 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17382 members 
Mstep: Class 5 contains 123714 members 
Mstep: Class 6 contains 110497 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76248 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 16019 members 
Mstep: Class 16 contains 162685 members 
Mstep: Class 17 contains 13659 members 
Mstep: Class 18 contains 214109 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198261 members 
Mstep: Class 21 contains 50384 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 165024 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728320.000000 Penalty: 88616.031250
Iteration 286Q: 26 clusters Score -1.947283e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174559 members 
Mstep: Class 2 contains 162063 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17395 members 
Mstep: Class 5 contains 123451 members 
Mstep: Class 6 contains 110599 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76242 members 
Mstep: Class 10 contains 18473 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 16002 members 
Mstep: Class 16 contains 162743 members 
Mstep: Class 17 contains 13661 members 
Mstep: Class 18 contains 214207 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198240 members 
Mstep: Class 21 contains 50388 members 
Mstep: Class 22 contains 76266 members 
Mstep: Class 23 contains 164985 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728288.000000 Penalty: 88616.031250
Iteration 287Q: 26 clusters Score -1.947283e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174542 members 
Mstep: Class 2 contains 162134 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17402 members 
Mstep: Class 5 contains 123214 members 
Mstep: Class 6 contains 110686 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76244 members 
Mstep: Class 10 contains 18459 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15980 members 
Mstep: Class 16 contains 162809 members 
Mstep: Class 17 contains 13661 members 
Mstep: Class 18 contains 214315 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198218 members 
Mstep: Class 21 contains 50394 members 
Mstep: Class 22 contains 76267 members 
Mstep: Class 23 contains 164948 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728576.000000 Penalty: 88616.031250
Iteration 288Q: 26 clusters Score -1.947286e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174501 members 
Mstep: Class 2 contains 162173 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17422 members 
Mstep: Class 5 contains 123004 members 
Mstep: Class 6 contains 110775 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76248 members 
Mstep: Class 10 contains 18485 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15965 members 
Mstep: Class 16 contains 162855 members 
Mstep: Class 17 contains 13661 members 
Mstep: Class 18 contains 214425 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198195 members 
Mstep: Class 21 contains 50396 members 
Mstep: Class 22 contains 76242 members 
Mstep: Class 23 contains 164926 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728592.000000 Penalty: 88616.031250
Iteration 289Q: 26 clusters Score -1.947286e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 162188 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17440 members 
Mstep: Class 5 contains 122791 members 
Mstep: Class 6 contains 110873 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 76249 members 
Mstep: Class 10 contains 18502 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 162898 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 214523 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198193 members 
Mstep: Class 21 contains 50398 members 
Mstep: Class 22 contains 76228 members 
Mstep: Class 23 contains 164909 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728736.000000 Penalty: 88616.031250
Iteration 290Q: 26 clusters Score -1.947287e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174453 members 
Mstep: Class 2 contains 162218 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17448 members 
Mstep: Class 5 contains 122580 members 
Mstep: Class 6 contains 110949 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 76247 members 
Mstep: Class 10 contains 18507 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 162948 members 
Mstep: Class 17 contains 13659 members 
Mstep: Class 18 contains 214634 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198185 members 
Mstep: Class 21 contains 50391 members 
Mstep: Class 22 contains 76231 members 
Mstep: Class 23 contains 164886 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728592.000000 Penalty: 88616.031250
Iteration 291Q: 26 clusters Score -1.947286e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174438 members 
Mstep: Class 2 contains 162248 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17458 members 
Mstep: Class 5 contains 122360 members 
Mstep: Class 6 contains 111039 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 76248 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5451 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15921 members 
Mstep: Class 16 contains 162995 members 
Mstep: Class 17 contains 13658 members 
Mstep: Class 18 contains 214738 members 
Mstep: Class 19 contains 1178 members 
Mstep: Class 20 contains 198150 members 
Mstep: Class 21 contains 50392 members 
Mstep: Class 22 contains 76231 members 
Mstep: Class 23 contains 164867 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728576.000000 Penalty: 88616.031250
Iteration 292Q: 26 clusters Score -1.947286e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174431 members 
Mstep: Class 2 contains 162299 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17466 members 
Mstep: Class 5 contains 122116 members 
Mstep: Class 6 contains 111123 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 76245 members 
Mstep: Class 10 contains 18519 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15906 members 
Mstep: Class 16 contains 163052 members 
Mstep: Class 17 contains 13656 members 
Mstep: Class 18 contains 214829 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198141 members 
Mstep: Class 21 contains 50391 members 
Mstep: Class 22 contains 76238 members 
Mstep: Class 23 contains 164857 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728640.000000 Penalty: 88616.031250
Iteration 293Q: 26 clusters Score -1.947286e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174432 members 
Mstep: Class 2 contains 162350 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17483 members 
Mstep: Class 5 contains 121883 members 
Mstep: Class 6 contains 111185 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 76239 members 
Mstep: Class 10 contains 18521 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 163089 members 
Mstep: Class 17 contains 13663 members 
Mstep: Class 18 contains 214900 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198131 members 
Mstep: Class 21 contains 50386 members 
Mstep: Class 22 contains 76246 members 
Mstep: Class 23 contains 164862 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728320.000000 Penalty: 88616.031250
Iteration 294Q: 26 clusters Score -1.947283e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174405 members 
Mstep: Class 2 contains 162408 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17502 members 
Mstep: Class 5 contains 121670 members 
Mstep: Class 6 contains 111244 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4789 members 
Mstep: Class 9 contains 76235 members 
Mstep: Class 10 contains 18523 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 163129 members 
Mstep: Class 17 contains 13664 members 
Mstep: Class 18 contains 215005 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198112 members 
Mstep: Class 21 contains 50388 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164842 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728576.000000 Penalty: 88616.031250
Iteration 295Q: 26 clusters Score -1.947286e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 162456 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17509 members 
Mstep: Class 5 contains 121470 members 
Mstep: Class 6 contains 111298 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 76233 members 
Mstep: Class 10 contains 18513 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 163159 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 215102 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198102 members 
Mstep: Class 21 contains 50395 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164831 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728768.000000 Penalty: 88616.031250
Iteration 296Q: 26 clusters Score -1.947288e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174376 members 
Mstep: Class 2 contains 162498 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17514 members 
Mstep: Class 5 contains 121298 members 
Mstep: Class 6 contains 111368 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 76234 members 
Mstep: Class 10 contains 18499 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 16 contains 163169 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 215200 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198111 members 
Mstep: Class 21 contains 50387 members 
Mstep: Class 22 contains 76265 members 
Mstep: Class 23 contains 164817 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728768.000000 Penalty: 88616.031250
Iteration 297Q: 26 clusters Score -1.947288e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174379 members 
Mstep: Class 2 contains 162527 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17520 members 
Mstep: Class 5 contains 121134 members 
Mstep: Class 6 contains 111415 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 18490 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15848 members 
Mstep: Class 16 contains 163186 members 
Mstep: Class 17 contains 13675 members 
Mstep: Class 18 contains 215289 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198126 members 
Mstep: Class 21 contains 50387 members 
Mstep: Class 22 contains 76267 members 
Mstep: Class 23 contains 164804 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729008.000000 Penalty: 88616.031250
Iteration 298Q: 26 clusters Score -1.94729e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174374 members 
Mstep: Class 2 contains 162556 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17530 members 
Mstep: Class 5 contains 120993 members 
Mstep: Class 6 contains 111449 members 
Mstep: Class 7 contains 7508 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76223 members 
Mstep: Class 10 contains 18495 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15832 members 
Mstep: Class 16 contains 163206 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 215373 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198120 members 
Mstep: Class 21 contains 50387 members 
Mstep: Class 22 contains 76264 members 
Mstep: Class 23 contains 164797 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728800.000000 Penalty: 88616.031250
Iteration 299Q: 26 clusters Score -1.947288e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174379 members 
Mstep: Class 2 contains 162558 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17533 members 
Mstep: Class 5 contains 120885 members 
Mstep: Class 6 contains 111491 members 
Mstep: Class 7 contains 7507 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76223 members 
Mstep: Class 10 contains 18482 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15822 members 
Mstep: Class 16 contains 163240 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 18 contains 215457 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198117 members 
Mstep: Class 21 contains 50382 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164773 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728896.000000 Penalty: 88616.031250
Iteration 300F: 26 clusters Score -1.947289e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174376 members 
Mstep: Class 2 contains 162562 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17535 members 
Mstep: Class 5 contains 120772 members 
Mstep: Class 6 contains 111552 members 
Mstep: Class 7 contains 7506 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76221 members 
Mstep: Class 10 contains 18480 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15804 members 
Mstep: Class 16 contains 163259 members 
Mstep: Class 17 contains 13684 members 
Mstep: Class 18 contains 215543 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198115 members 
Mstep: Class 21 contains 50375 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164746 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729088.000000 Penalty: 88616.031250
Iteration 301Q: 26 clusters Score -1.947291e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174362 members 
Mstep: Class 2 contains 162585 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17533 members 
Mstep: Class 5 contains 120658 members 
Mstep: Class 6 contains 111596 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76221 members 
Mstep: Class 10 contains 18473 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15796 members 
Mstep: Class 16 contains 163293 members 
Mstep: Class 17 contains 13686 members 
Mstep: Class 18 contains 215613 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198105 members 
Mstep: Class 21 contains 50383 members 
Mstep: Class 22 contains 76265 members 
Mstep: Class 23 contains 164722 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728816.000000 Penalty: 88616.031250
Iteration 302Q: 26 clusters Score -1.947288e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174345 members 
Mstep: Class 2 contains 162619 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17542 members 
Mstep: Class 5 contains 120546 members 
Mstep: Class 6 contains 111634 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18477 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15785 members 
Mstep: Class 16 contains 163316 members 
Mstep: Class 17 contains 13685 members 
Mstep: Class 18 contains 215675 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198087 members 
Mstep: Class 21 contains 50383 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164719 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728624.000000 Penalty: 88616.031250
Iteration 303Q: 26 clusters Score -1.947286e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174331 members 
Mstep: Class 2 contains 162633 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17554 members 
Mstep: Class 5 contains 120445 members 
Mstep: Class 6 contains 111667 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18516 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15773 members 
Mstep: Class 16 contains 163333 members 
Mstep: Class 17 contains 13681 members 
Mstep: Class 18 contains 215728 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198062 members 
Mstep: Class 21 contains 50379 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164717 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728432.000000 Penalty: 88616.031250
Iteration 304Q: 26 clusters Score -1.947284e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 162654 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17568 members 
Mstep: Class 5 contains 120333 members 
Mstep: Class 6 contains 111703 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18547 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15761 members 
Mstep: Class 16 contains 163359 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 215791 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198026 members 
Mstep: Class 21 contains 50374 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164700 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 88616.031250
Iteration 305Q: 26 clusters Score -1.947282e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174308 members 
Mstep: Class 2 contains 162677 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17574 members 
Mstep: Class 5 contains 120204 members 
Mstep: Class 6 contains 111738 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18584 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15747 members 
Mstep: Class 16 contains 163376 members 
Mstep: Class 17 contains 13678 members 
Mstep: Class 18 contains 215867 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198007 members 
Mstep: Class 21 contains 50370 members 
Mstep: Class 22 contains 76267 members 
Mstep: Class 23 contains 164682 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728096.000000 Penalty: 88616.031250
Iteration 306Q: 26 clusters Score -1.947281e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174301 members 
Mstep: Class 2 contains 162712 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17583 members 
Mstep: Class 5 contains 120068 members 
Mstep: Class 6 contains 111766 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76216 members 
Mstep: Class 10 contains 18598 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 15740 members 
Mstep: Class 16 contains 163398 members 
Mstep: Class 17 contains 13675 members 
Mstep: Class 18 contains 215926 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197992 members 
Mstep: Class 21 contains 50368 members 
Mstep: Class 22 contains 76278 members 
Mstep: Class 23 contains 164678 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 307Q: 26 clusters Score -1.947282e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 162737 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17595 members 
Mstep: Class 5 contains 119934 members 
Mstep: Class 6 contains 111790 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76214 members 
Mstep: Class 10 contains 18605 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15727 members 
Mstep: Class 16 contains 163432 members 
Mstep: Class 17 contains 13675 members 
Mstep: Class 18 contains 215997 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197987 members 
Mstep: Class 21 contains 50368 members 
Mstep: Class 22 contains 76288 members 
Mstep: Class 23 contains 164672 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 88616.031250
Iteration 308Q: 26 clusters Score -1.947284e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174296 members 
Mstep: Class 2 contains 162754 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17607 members 
Mstep: Class 5 contains 119800 members 
Mstep: Class 6 contains 111813 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76213 members 
Mstep: Class 10 contains 18623 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 16 contains 163452 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 216059 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197982 members 
Mstep: Class 21 contains 50366 members 
Mstep: Class 22 contains 76293 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 309Q: 26 clusters Score -1.947285e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 162771 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17610 members 
Mstep: Class 5 contains 119649 members 
Mstep: Class 6 contains 111834 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18638 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15711 members 
Mstep: Class 16 contains 163469 members 
Mstep: Class 17 contains 13674 members 
Mstep: Class 18 contains 216130 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197992 members 
Mstep: Class 21 contains 50358 members 
Mstep: Class 22 contains 76298 members 
Mstep: Class 23 contains 164659 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728608.000000 Penalty: 88616.031250
Iteration 310Q: 26 clusters Score -1.947286e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174306 members 
Mstep: Class 2 contains 162783 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 119550 members 
Mstep: Class 6 contains 111857 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18643 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 15707 members 
Mstep: Class 16 contains 163483 members 
Mstep: Class 17 contains 13674 members 
Mstep: Class 18 contains 216189 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197979 members 
Mstep: Class 21 contains 50349 members 
Mstep: Class 22 contains 76307 members 
Mstep: Class 23 contains 164659 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728640.000000 Penalty: 88616.031250
Iteration 311Q: 26 clusters Score -1.947286e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174305 members 
Mstep: Class 2 contains 162824 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 119445 members 
Mstep: Class 6 contains 111873 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4782 members 
Mstep: Class 9 contains 76205 members 
Mstep: Class 10 contains 18652 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15706 members 
Mstep: Class 16 contains 163490 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 216237 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197975 members 
Mstep: Class 21 contains 50335 members 
Mstep: Class 22 contains 76310 members 
Mstep: Class 23 contains 164662 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728624.000000 Penalty: 88616.031250
Iteration 312Q: 26 clusters Score -1.947286e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174311 members 
Mstep: Class 2 contains 162842 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 119342 members 
Mstep: Class 6 contains 111896 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76199 members 
Mstep: Class 10 contains 18653 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 15698 members 
Mstep: Class 16 contains 163501 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 216279 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197983 members 
Mstep: Class 21 contains 50332 members 
Mstep: Class 22 contains 76317 members 
Mstep: Class 23 contains 164662 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728448.000000 Penalty: 88616.031250
Iteration 313Q: 26 clusters Score -1.947284e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174297 members 
Mstep: Class 2 contains 162848 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 119258 members 
Mstep: Class 6 contains 111917 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 18661 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5401 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15686 members 
Mstep: Class 16 contains 163520 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 216319 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197984 members 
Mstep: Class 21 contains 50330 members 
Mstep: Class 22 contains 76321 members 
Mstep: Class 23 contains 164665 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728496.000000 Penalty: 88616.031250
Iteration 314Q: 26 clusters Score -1.947285e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174292 members 
Mstep: Class 2 contains 162844 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17661 members 
Mstep: Class 5 contains 119169 members 
Mstep: Class 6 contains 111934 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76196 members 
Mstep: Class 10 contains 18675 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5399 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15673 members 
Mstep: Class 16 contains 163536 members 
Mstep: Class 17 contains 13674 members 
Mstep: Class 18 contains 216368 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197990 members 
Mstep: Class 21 contains 50327 members 
Mstep: Class 22 contains 76317 members 
Mstep: Class 23 contains 164671 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728704.000000 Penalty: 88616.031250
Iteration 315Q: 26 clusters Score -1.947287e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174298 members 
Mstep: Class 2 contains 162836 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 119070 members 
Mstep: Class 6 contains 111956 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 18674 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5393 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 163542 members 
Mstep: Class 17 contains 13673 members 
Mstep: Class 18 contains 216426 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198014 members 
Mstep: Class 21 contains 50319 members 
Mstep: Class 22 contains 76309 members 
Mstep: Class 23 contains 164687 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728704.000000 Penalty: 88616.031250
Iteration 316Q: 26 clusters Score -1.947287e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174308 members 
Mstep: Class 2 contains 162836 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 118959 members 
Mstep: Class 6 contains 111969 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76199 members 
Mstep: Class 10 contains 18691 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5389 members 
Mstep: Class 13 contains 2721 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 163539 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 216476 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198032 members 
Mstep: Class 21 contains 50311 members 
Mstep: Class 22 contains 76315 members 
Mstep: Class 23 contains 164700 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728656.000000 Penalty: 88616.031250
Iteration 317Q: 26 clusters Score -1.947287e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174310 members 
Mstep: Class 2 contains 162851 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 118842 members 
Mstep: Class 6 contains 111986 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4783 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 15640 members 
Mstep: Class 16 contains 163534 members 
Mstep: Class 17 contains 13670 members 
Mstep: Class 18 contains 216532 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198042 members 
Mstep: Class 21 contains 50306 members 
Mstep: Class 22 contains 76312 members 
Mstep: Class 23 contains 164717 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728624.000000 Penalty: 88616.031250
Iteration 318Q: 26 clusters Score -1.947286e+08 nChanged 352
Entering ConstructFrom: 
Score: -194728624.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (174311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174311 members 
Entering Unmasked Estep 
Score: -21539874.000000 Penalty: 2993.011719
	Iteration 0F: 2 clusters Score -2.153987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -21428062.000000 Penalty: 5986.023438
	Iteration 0F: 3 clusters Score -2.142806e+07 nChanged 83318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -21477920.000000 Penalty: 5986.023438
	Iteration 1F: 3 clusters Score -2.147792e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -21479746.000000 Penalty: 5986.023438
	Iteration 2Q: 3 clusters Score -2.147975e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -21481890.000000 Penalty: 5986.023438
	Iteration 3Q: 3 clusters Score -2.148189e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -21484924.000000 Penalty: 5986.023438
	Iteration 4Q: 3 clusters Score -2.148492e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -21488640.000000 Penalty: 5986.023438
	Iteration 5Q: 3 clusters Score -2.148864e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -21493188.000000 Penalty: 5986.023438
	Iteration 6F: 3 clusters Score -2.149319e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 103129 members 
Entering Unmasked Estep 
Score: -21499518.000000 Penalty: 5986.023438
	Iteration 7F: 3 clusters Score -2.149952e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 110592 members 
Entering Unmasked Estep 
Score: -21506974.000000 Penalty: 5986.023438
	Iteration 8F: 3 clusters Score -2.150697e+07 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 117931 members 
Entering Unmasked Estep 
Score: -21514364.000000 Penalty: 5986.023438
	Iteration 9F: 3 clusters Score -2.151436e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -21520568.000000 Penalty: 5986.023438
	Iteration 10F: 3 clusters Score -2.152057e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 129300 members 
Entering Unmasked Estep 
Score: -21524670.000000 Penalty: 5986.023438
	Iteration 11Q: 3 clusters Score -2.152467e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -21527158.000000 Penalty: 5986.023438
	Iteration 12Q: 3 clusters Score -2.152716e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 137227 members 
Entering Unmasked Estep 
Score: -21529092.000000 Penalty: 5986.023438
	Iteration 13Q: 3 clusters Score -2.152909e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 140751 members 
Entering Unmasked Estep 
Score: -21530812.000000 Penalty: 5986.023438
	Iteration 14Q: 3 clusters Score -2.153081e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 143985 members 
Entering Unmasked Estep 
Score: -21532274.000000 Penalty: 5986.023438
	Iteration 15Q: 3 clusters Score -2.153227e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 146998 members 
Entering Unmasked Estep 
Score: -21533474.000000 Penalty: 5986.023438
	Iteration 16Q: 3 clusters Score -2.153347e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -21534506.000000 Penalty: 5986.023438
	Iteration 17Q: 3 clusters Score -2.153451e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 152252 members 
Entering Unmasked Estep 
Score: -21535356.000000 Penalty: 5986.023438
	Iteration 18Q: 3 clusters Score -2.153536e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 154539 members 
Entering Unmasked Estep 
Score: -21536104.000000 Penalty: 5986.023438
	Iteration 19Q: 3 clusters Score -2.15361e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 156690 members 
Entering Unmasked Estep 
Score: -21536754.000000 Penalty: 5986.023438
	Iteration 20F: 3 clusters Score -2.153675e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -21537264.000000 Penalty: 5986.023438
	Iteration 21Q: 3 clusters Score -2.153726e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -21537732.000000 Penalty: 5986.023438
	Iteration 22Q: 3 clusters Score -2.153773e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -21537998.000000 Penalty: 5986.023438
	Iteration 23Q: 3 clusters Score -2.1538e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 163471 members 
Entering Unmasked Estep 
Score: -21538100.000000 Penalty: 5986.023438
	Iteration 24Q: 3 clusters Score -2.15381e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -21538274.000000 Penalty: 5986.023438
	Iteration 25Q: 3 clusters Score -2.153827e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 165778 members 
Entering Unmasked Estep 
Score: -21538414.000000 Penalty: 5986.023438
	Iteration 26Q: 3 clusters Score -2.153841e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 166698 members 
Entering Unmasked Estep 
Score: -21538480.000000 Penalty: 5986.023438
	Iteration 27Q: 3 clusters Score -2.153848e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -21538534.000000 Penalty: 5986.023438
	Iteration 28Q: 3 clusters Score -2.153853e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 168098 members 
Entering Unmasked Estep 
Score: -21538648.000000 Penalty: 5986.023438
	Iteration 29Q: 3 clusters Score -2.153865e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -21538632.000000 Penalty: 5986.023438
	Iteration 30Q: 3 clusters Score -2.153863e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -21538562.000000 Penalty: 5986.023438
	Iteration 31Q: 3 clusters Score -2.153856e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 169530 members 
Entering Unmasked Estep 
Score: -21538592.000000 Penalty: 5986.023438
	Iteration 32Q: 3 clusters Score -2.153859e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 169872 members 
Entering Unmasked Estep 
Score: -21538570.000000 Penalty: 5986.023438
	Iteration 33Q: 3 clusters Score -2.153857e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 170173 members 
Entering Unmasked Estep 
Score: -21538622.000000 Penalty: 5986.023438
	Iteration 34Q: 3 clusters Score -2.153862e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -21538700.000000 Penalty: 5986.023438
	Iteration 35Q: 3 clusters Score -2.15387e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 170662 members 
Entering Unmasked Estep 
Score: -21538746.000000 Penalty: 5986.023438
	Iteration 36Q: 3 clusters Score -2.153875e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -21538740.000000 Penalty: 5986.023438
	Iteration 37Q: 3 clusters Score -2.153874e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 171009 members 
Entering Unmasked Estep 
Score: -21538682.000000 Penalty: 5986.023438
	Iteration 38Q: 3 clusters Score -2.153868e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -21538614.000000 Penalty: 5986.023438
	Iteration 39Q: 3 clusters Score -2.153861e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 171248 members 
Entering Unmasked Estep 
Score: -21538620.000000 Penalty: 5986.023438
	Iteration 40F: 3 clusters Score -2.153862e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 171334 members 
Entering Unmasked Estep 
Score: -21538590.000000 Penalty: 5986.023438
	Iteration 41Q: 3 clusters Score -2.153859e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -21538626.000000 Penalty: 5986.023438
	Iteration 42Q: 3 clusters Score -2.153863e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 171488 members 
Entering Unmasked Estep 
Score: -21538630.000000 Penalty: 5986.023438
	Iteration 43Q: 3 clusters Score -2.153863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -21538624.000000 Penalty: 5986.023438
	Iteration 44Q: 3 clusters Score -2.153862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -21538614.000000 Penalty: 5986.023438
	Iteration 45Q: 3 clusters Score -2.153861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -21538618.000000 Penalty: 5986.023438
	Iteration 46Q: 3 clusters Score -2.153862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -21538622.000000 Penalty: 5986.023438
	Iteration 47Q: 3 clusters Score -2.153862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 171674 members 
Entering Unmasked Estep 
Score: -21538620.000000 Penalty: 5986.023438
	Iteration 48Q: 3 clusters Score -2.153862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 171696 members 
Entering Unmasked Estep 
Score: -21538608.000000 Penalty: 5986.023438
	Iteration 49Q: 3 clusters Score -2.153861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -21538614.000000 Penalty: 5986.023438
	Iteration 50Q: 3 clusters Score -2.153861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 171745 members 
Entering Unmasked Estep 
Score: -21538626.000000 Penalty: 5986.023438
	Iteration 51Q: 3 clusters Score -2.153863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -21538630.000000 Penalty: 5986.023438
	Iteration 52Q: 3 clusters Score -2.153863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -21538626.000000 Penalty: 5986.023438
	Iteration 53Q: 3 clusters Score -2.153863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 171813 members 
Entering Unmasked Estep 
Score: -21538602.000000 Penalty: 5986.023438
	Iteration 54Q: 3 clusters Score -2.15386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -21538602.000000 Penalty: 5986.023438
	Iteration 55Q: 3 clusters Score -2.15386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -21538610.000000 Penalty: 5986.023438
	Iteration 56Q: 3 clusters Score -2.153861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
Score: -21538598.000000 Penalty: 5986.023438
	Iteration 57Q: 3 clusters Score -2.15386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -21538594.000000 Penalty: 5986.023438
	Iteration 58Q: 3 clusters Score -2.153859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 171893 members 
Entering Unmasked Estep 
Score: -21538568.000000 Penalty: 5986.023438
	Iteration 59Q: 3 clusters Score -2.153857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21538560.000000 Penalty: 5986.023438
	Iteration 60F: 3 clusters Score -2.153856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 171913 members 
Entering Unmasked Estep 
Score: -21538566.000000 Penalty: 5986.023438
	Iteration 61Q: 3 clusters Score -2.153857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 171921 members 
Entering Unmasked Estep 
Score: -21538580.000000 Penalty: 5986.023438
	Iteration 62Q: 3 clusters Score -2.153858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 171929 members 
Entering Unmasked Estep 
Score: -21538572.000000 Penalty: 5986.023438
	Iteration 63Q: 3 clusters Score -2.153857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 171937 members 
Entering Unmasked Estep 
Score: -21538586.000000 Penalty: 5986.023438
	Iteration 64Q: 3 clusters Score -2.153859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -21538596.000000 Penalty: 5986.023438
	Iteration 65Q: 3 clusters Score -2.15386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 171955 members 
Entering Unmasked Estep 
Score: -21538600.000000 Penalty: 5986.023438
	Iteration 66Q: 3 clusters Score -2.15386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 171961 members 
Entering Unmasked Estep 
Score: -21538602.000000 Penalty: 5986.023438
	Iteration 67Q: 3 clusters Score -2.15386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 171970 members 
Entering Unmasked Estep 
Score: -21538608.000000 Penalty: 5986.023438
	Iteration 68Q: 3 clusters Score -2.153861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 171976 members 
Entering Unmasked Estep 
Score: -21538594.000000 Penalty: 5986.023438
	Iteration 69Q: 3 clusters Score -2.153859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -21538600.000000 Penalty: 5986.023438
	Iteration 70Q: 3 clusters Score -2.15386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -21538600.000000 Penalty: 5986.023438
	Iteration 71Q: 3 clusters Score -2.15386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 171987 members 
Entering Unmasked Estep 
Score: -21538616.000000 Penalty: 5986.023438
	Iteration 72Q: 3 clusters Score -2.153862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 171991 members 
Entering Unmasked Estep 
Score: -21538612.000000 Penalty: 5986.023438
	Iteration 73Q: 3 clusters Score -2.153861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -21538590.000000 Penalty: 5986.023438
	Iteration 74Q: 3 clusters Score -2.153859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 172010 members 
Entering Unmasked Estep 
Score: -21538616.000000 Penalty: 5986.023438
	Iteration 75Q: 3 clusters Score -2.153862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -21538604.000000 Penalty: 5986.023438
	Iteration 76Q: 3 clusters Score -2.15386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 172013 members 
Entering Unmasked Estep 
Score: -21538614.000000 Penalty: 5986.023438
	Iteration 77Q: 3 clusters Score -2.153861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 172015 members 
Entering Unmasked Estep 
Score: -21538610.000000 Penalty: 5986.023438
	Iteration 78Q: 3 clusters Score -2.153861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -21538588.000000 Penalty: 5986.023438
	Iteration 79Q: 3 clusters Score -2.153859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 172022 members 
Entering Unmasked Estep 
Score: -21538594.000000 Penalty: 5986.023438
	Iteration 80F: 3 clusters Score -2.153859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 172025 members 
Entering Unmasked Estep 
Score: -21538604.000000 Penalty: 5986.023438
	Iteration 81Q: 3 clusters Score -2.15386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -21538598.000000 Penalty: 5986.023438
	Iteration 82Q: 3 clusters Score -2.15386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 172037 members 
Entering Unmasked Estep 
Score: -21538606.000000 Penalty: 5986.023438
	Iteration 83Q: 3 clusters Score -2.153861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 172042 members 
Entering Unmasked Estep 
Score: -21538616.000000 Penalty: 5986.023438
	Iteration 84Q: 3 clusters Score -2.153862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -21538606.000000 Penalty: 5986.023438
	Iteration 85Q: 3 clusters Score -2.153861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -21538598.000000 Penalty: 5986.023438
	Iteration 86Q: 3 clusters Score -2.15386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -21538606.000000 Penalty: 5986.023438
	Iteration 87Q: 3 clusters Score -2.153861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -21538594.000000 Penalty: 5986.023438
	Iteration 88Q: 3 clusters Score -2.153859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -21538612.000000 Penalty: 5986.023438
	Iteration 89Q: 3 clusters Score -2.153861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -21538610.000000 Penalty: 5986.023438
	Iteration 90Q: 3 clusters Score -2.153861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -21538604.000000 Penalty: 5986.023438
	Iteration 91Q: 3 clusters Score -2.15386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -21538604.000000 Penalty: 5986.023438
	Iteration 92F: 3 clusters Score -2.15386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (162861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Entering Unmasked Estep 
Score: -20247220.000000 Penalty: 2976.161865
	Iteration 0F: 2 clusters Score -2.024722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -20139876.000000 Penalty: 5952.323730
	Iteration 0F: 3 clusters Score -2.013988e+07 nChanged 77810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -20184822.000000 Penalty: 5952.323730
	Iteration 1F: 3 clusters Score -2.018482e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -20186340.000000 Penalty: 5952.323730
	Iteration 2Q: 3 clusters Score -2.018634e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -20188654.000000 Penalty: 5952.323730
	Iteration 3Q: 3 clusters Score -2.018865e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -20192928.000000 Penalty: 5952.323730
	Iteration 4F: 3 clusters Score -2.019293e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 104466 members 
Entering Unmasked Estep 
Score: -20200370.000000 Penalty: 5952.323730
	Iteration 5F: 3 clusters Score -2.020037e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -20211808.000000 Penalty: 5952.323730
	Iteration 6F: 3 clusters Score -2.021181e+07 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -20224964.000000 Penalty: 5952.323730
	Iteration 7F: 3 clusters Score -2.022496e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -20234940.000000 Penalty: 5952.323730
	Iteration 8F: 3 clusters Score -2.023494e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 138146 members 
Entering Unmasked Estep 
Score: -20239914.000000 Penalty: 5952.323730
	Iteration 9Q: 3 clusters Score -2.023991e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 140512 members 
Entering Unmasked Estep 
Score: -20241712.000000 Penalty: 5952.323730
	Iteration 10Q: 3 clusters Score -2.024171e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -20242588.000000 Penalty: 5952.323730
	Iteration 11Q: 3 clusters Score -2.024259e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -20243094.000000 Penalty: 5952.323730
	Iteration 12Q: 3 clusters Score -2.024309e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 145328 members 
Entering Unmasked Estep 
Score: -20243548.000000 Penalty: 5952.323730
	Iteration 13Q: 3 clusters Score -2.024355e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 146585 members 
Entering Unmasked Estep 
Score: -20243880.000000 Penalty: 5952.323730
	Iteration 14Q: 3 clusters Score -2.024388e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -20244250.000000 Penalty: 5952.323730
	Iteration 15Q: 3 clusters Score -2.024425e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 148840 members 
Entering Unmasked Estep 
Score: -20244486.000000 Penalty: 5952.323730
	Iteration 16Q: 3 clusters Score -2.024449e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -20244722.000000 Penalty: 5952.323730
	Iteration 17Q: 3 clusters Score -2.024472e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -20244874.000000 Penalty: 5952.323730
	Iteration 18Q: 3 clusters Score -2.024487e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 151768 members 
Entering Unmasked Estep 
Score: -20245054.000000 Penalty: 5952.323730
	Iteration 19Q: 3 clusters Score -2.024505e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 152647 members 
Entering Unmasked Estep 
Score: -20245108.000000 Penalty: 5952.323730
	Iteration 20F: 3 clusters Score -2.024511e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -20245202.000000 Penalty: 5952.323730
	Iteration 21Q: 3 clusters Score -2.02452e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 154103 members 
Entering Unmasked Estep 
Score: -20245304.000000 Penalty: 5952.323730
	Iteration 22Q: 3 clusters Score -2.02453e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -20245314.000000 Penalty: 5952.323730
	Iteration 23Q: 3 clusters Score -2.024531e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -20245384.000000 Penalty: 5952.323730
	Iteration 24Q: 3 clusters Score -2.024538e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 155747 members 
Entering Unmasked Estep 
Score: -20245446.000000 Penalty: 5952.323730
	Iteration 25Q: 3 clusters Score -2.024545e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -20245560.000000 Penalty: 5952.323730
	Iteration 26Q: 3 clusters Score -2.024556e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 156591 members 
Entering Unmasked Estep 
Score: -20245632.000000 Penalty: 5952.323730
	Iteration 27Q: 3 clusters Score -2.024563e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 156939 members 
Entering Unmasked Estep 
Score: -20245644.000000 Penalty: 5952.323730
	Iteration 28Q: 3 clusters Score -2.024564e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -20245712.000000 Penalty: 5952.323730
	Iteration 29Q: 3 clusters Score -2.024571e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 157467 members 
Entering Unmasked Estep 
Score: -20245704.000000 Penalty: 5952.323730
	Iteration 30Q: 3 clusters Score -2.02457e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -20245702.000000 Penalty: 5952.323730
	Iteration 31Q: 3 clusters Score -2.02457e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -20245688.000000 Penalty: 5952.323730
	Iteration 32Q: 3 clusters Score -2.024569e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -20245712.000000 Penalty: 5952.323730
	Iteration 33Q: 3 clusters Score -2.024571e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 158237 members 
Entering Unmasked Estep 
Score: -20245722.000000 Penalty: 5952.323730
	Iteration 34Q: 3 clusters Score -2.024572e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -20245780.000000 Penalty: 5952.323730
	Iteration 35Q: 3 clusters Score -2.024578e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -20245784.000000 Penalty: 5952.323730
	Iteration 36Q: 3 clusters Score -2.024578e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -20245790.000000 Penalty: 5952.323730
	Iteration 37Q: 3 clusters Score -2.024579e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 158696 members 
Entering Unmasked Estep 
Score: -20245758.000000 Penalty: 5952.323730
	Iteration 38Q: 3 clusters Score -2.024576e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -20245798.000000 Penalty: 5952.323730
	Iteration 39Q: 3 clusters Score -2.02458e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -20245790.000000 Penalty: 5952.323730
	Iteration 40F: 3 clusters Score -2.024579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 158944 members 
Entering Unmasked Estep 
Score: -20245806.000000 Penalty: 5952.323730
	Iteration 41Q: 3 clusters Score -2.024581e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 159004 members 
Entering Unmasked Estep 
Score: -20245814.000000 Penalty: 5952.323730
	Iteration 42Q: 3 clusters Score -2.024581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 159042 members 
Entering Unmasked Estep 
Score: -20245822.000000 Penalty: 5952.323730
	Iteration 43Q: 3 clusters Score -2.024582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -20245814.000000 Penalty: 5952.323730
	Iteration 44Q: 3 clusters Score -2.024581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -20245830.000000 Penalty: 5952.323730
	Iteration 45Q: 3 clusters Score -2.024583e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -20245834.000000 Penalty: 5952.323730
	Iteration 46Q: 3 clusters Score -2.024583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -20245846.000000 Penalty: 5952.323730
	Iteration 47Q: 3 clusters Score -2.024585e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 159221 members 
Entering Unmasked Estep 
Score: -20245836.000000 Penalty: 5952.323730
	Iteration 48Q: 3 clusters Score -2.024584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 159245 members 
Entering Unmasked Estep 
Score: -20245856.000000 Penalty: 5952.323730
	Iteration 49Q: 3 clusters Score -2.024586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -20245820.000000 Penalty: 5952.323730
	Iteration 50Q: 3 clusters Score -2.024582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -20245802.000000 Penalty: 5952.323730
	Iteration 51Q: 3 clusters Score -2.02458e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -20245822.000000 Penalty: 5952.323730
	Iteration 52Q: 3 clusters Score -2.024582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 159335 members 
Entering Unmasked Estep 
Score: -20245828.000000 Penalty: 5952.323730
	Iteration 53Q: 3 clusters Score -2.024583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -20245828.000000 Penalty: 5952.323730
	Iteration 54Q: 3 clusters Score -2.024583e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -20245792.000000 Penalty: 5952.323730
	Iteration 55Q: 3 clusters Score -2.024579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -20245800.000000 Penalty: 5952.323730
	Iteration 56Q: 3 clusters Score -2.02458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -20245792.000000 Penalty: 5952.323730
	Iteration 57Q: 3 clusters Score -2.024579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -20245810.000000 Penalty: 5952.323730
	Iteration 58Q: 3 clusters Score -2.024581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 159426 members 
Entering Unmasked Estep 
Score: -20245834.000000 Penalty: 5952.323730
	Iteration 59Q: 3 clusters Score -2.024583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -20245842.000000 Penalty: 5952.323730
	Iteration 60F: 3 clusters Score -2.024584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 159454 members 
Entering Unmasked Estep 
Score: -20245836.000000 Penalty: 5952.323730
	Iteration 61Q: 3 clusters Score -2.024584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -20245832.000000 Penalty: 5952.323730
	Iteration 62Q: 3 clusters Score -2.024583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -20245854.000000 Penalty: 5952.323730
	Iteration 63Q: 3 clusters Score -2.024585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 159496 members 
Entering Unmasked Estep 
Score: -20245846.000000 Penalty: 5952.323730
	Iteration 64Q: 3 clusters Score -2.024585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -20245844.000000 Penalty: 5952.323730
	Iteration 65Q: 3 clusters Score -2.024584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -20245852.000000 Penalty: 5952.323730
	Iteration 66Q: 3 clusters Score -2.024585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -20245868.000000 Penalty: 5952.323730
	Iteration 67Q: 3 clusters Score -2.024587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -20245864.000000 Penalty: 5952.323730
	Iteration 68Q: 3 clusters Score -2.024586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -20245858.000000 Penalty: 5952.323730
	Iteration 69Q: 3 clusters Score -2.024586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 159538 members 
Entering Unmasked Estep 
Score: -20245852.000000 Penalty: 5952.323730
	Iteration 70Q: 3 clusters Score -2.024585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 159544 members 
Entering Unmasked Estep 
Score: -20245866.000000 Penalty: 5952.323730
	Iteration 71Q: 3 clusters Score -2.024587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 159546 members 
Entering Unmasked Estep 
Score: -20245860.000000 Penalty: 5952.323730
	Iteration 72Q: 3 clusters Score -2.024586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 159553 members 
Entering Unmasked Estep 
Score: -20245856.000000 Penalty: 5952.323730
	Iteration 73Q: 3 clusters Score -2.024586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 159556 members 
Entering Unmasked Estep 
Score: -20245852.000000 Penalty: 5952.323730
	Iteration 74Q: 3 clusters Score -2.024585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -20245858.000000 Penalty: 5952.323730
	Iteration 75Q: 3 clusters Score -2.024586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -20245860.000000 Penalty: 5952.323730
	Iteration 76Q: 3 clusters Score -2.024586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -20245870.000000 Penalty: 5952.323730
	Iteration 77Q: 3 clusters Score -2.024587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -20245864.000000 Penalty: 5952.323730
	Iteration 78Q: 3 clusters Score -2.024586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -20245860.000000 Penalty: 5952.323730
	Iteration 79Q: 3 clusters Score -2.024586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -20245860.000000 Penalty: 5952.323730
	Iteration 80F: 3 clusters Score -2.024586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 159580 members 
Entering Unmasked Estep 
Score: -20245868.000000 Penalty: 5952.323730
	Iteration 81Q: 3 clusters Score -2.024587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -20245864.000000 Penalty: 5952.323730
	Iteration 82Q: 3 clusters Score -2.024586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 159581 members 
Entering Unmasked Estep 
Score: -20245864.000000 Penalty: 5952.323730
	Iteration 83F: 3 clusters Score -2.024586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -152577.125000 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -152577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150403.046875 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -150403 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -151047.140625 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -151047.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -151707.328125 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -151707.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -152079.296875 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -152079.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152279.171875 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -152279.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -152373.875000 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -152373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -152439.765625 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -152439.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -152516.015625 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -152516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -152601.234375 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -152601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -152715.187500 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -152715.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -152850.593750 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -152850.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -152971.734375 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -152971.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -153056.156250 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -153056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -153110.015625 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -153110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -153146.578125 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -153146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -153208.250000 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -153208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -153224.046875 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -153224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153239.546875 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -153239.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -153249.750000 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -153249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153259.812500 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -153259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -153264.421875 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -153264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -153269.421875 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -153269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -153272.125000 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -153272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153278.031250 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -153278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -153291.062500 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -153291.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -153315.453125 Penalty: 3601.567627
	Iteration 25Q: 3 clusters Score -153315.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -153334.546875 Penalty: 3601.567627
	Iteration 26Q: 3 clusters Score -153334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153342.968750 Penalty: 3601.567627
	Iteration 27Q: 3 clusters Score -153343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -153346.875000 Penalty: 3601.567627
	Iteration 28Q: 3 clusters Score -153346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -153350.390625 Penalty: 3601.567627
	Iteration 29Q: 3 clusters Score -153350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -153350.390625 Penalty: 3601.567627
	Iteration 30F: 3 clusters Score -153350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174311 members 
Mstep: Class 2 contains 162861 members 
Mstep: Class 3 contains 421 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 118737 members 
Mstep: Class 6 contains 111996 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76198 members 
Mstep: Class 10 contains 18721 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15632 members 
Mstep: Class 16 contains 163532 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 216584 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198049 members 
Mstep: Class 21 contains 50303 members 
Mstep: Class 22 contains 76314 members 
Mstep: Class 23 contains 164727 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1003 members 
Entering Unmasked Estep 
Score: -194727504.000000 Penalty: 92160.671875
Splitting cluster 3 changes total score from -194728624.000000 to -194727504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Entering Unmasked Estep 
Score: -2127931.750000 Penalty: 2425.781494
	Iteration 0F: 2 clusters Score -2127932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2115354.750000 Penalty: 4851.562988
	Iteration 0F: 3 clusters Score -2115355 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2119422.000000 Penalty: 4851.562988
	Iteration 1F: 3 clusters Score -2119422 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2119765.500000 Penalty: 4851.562988
	Iteration 2F: 3 clusters Score -2119766 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2119988.000000 Penalty: 4851.562988
	Iteration 3Q: 3 clusters Score -2119988 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2120148.250000 Penalty: 4851.562988
	Iteration 4Q: 3 clusters Score -2120148 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2120259.500000 Penalty: 4851.562988
	Iteration 5Q: 3 clusters Score -2120260 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2120355.500000 Penalty: 4851.562988
	Iteration 6Q: 3 clusters Score -2120356 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2120449.500000 Penalty: 4851.562988
	Iteration 7Q: 3 clusters Score -2120450 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2120533.000000 Penalty: 4851.562988
	Iteration 8Q: 3 clusters Score -2120533 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2120636.500000 Penalty: 4851.562988
	Iteration 9Q: 3 clusters Score -2120636 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2120744.250000 Penalty: 4851.562988
	Iteration 10Q: 3 clusters Score -2120744 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2120864.750000 Penalty: 4851.562988
	Iteration 11Q: 3 clusters Score -2120865 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2121008.250000 Penalty: 4851.562988
	Iteration 12Q: 3 clusters Score -2121008 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2121175.500000 Penalty: 4851.562988
	Iteration 13Q: 3 clusters Score -2121176 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2121377.500000 Penalty: 4851.562988
	Iteration 14Q: 3 clusters Score -2121378 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2121658.250000 Penalty: 4851.562988
	Iteration 15Q: 3 clusters Score -2121658 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2122005.750000 Penalty: 4851.562988
	Iteration 16Q: 3 clusters Score -2122006 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2122386.000000 Penalty: 4851.562988
	Iteration 17Q: 3 clusters Score -2122386 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2122725.750000 Penalty: 4851.562988
	Iteration 18Q: 3 clusters Score -2122726 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2123062.250000 Penalty: 4851.562988
	Iteration 19Q: 3 clusters Score -2123062 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2123308.750000 Penalty: 4851.562988
	Iteration 20F: 3 clusters Score -2123309 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2123469.750000 Penalty: 4851.562988
	Iteration 21Q: 3 clusters Score -2123470 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2123599.250000 Penalty: 4851.562988
	Iteration 22Q: 3 clusters Score -2123599 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2123704.750000 Penalty: 4851.562988
	Iteration 23Q: 3 clusters Score -2123705 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2123826.250000 Penalty: 4851.562988
	Iteration 24Q: 3 clusters Score -2123826 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2123933.500000 Penalty: 4851.562988
	Iteration 25Q: 3 clusters Score -2123934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2124027.500000 Penalty: 4851.562988
	Iteration 26Q: 3 clusters Score -2124028 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2124138.000000 Penalty: 4851.562988
	Iteration 27Q: 3 clusters Score -2124138 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2124241.750000 Penalty: 4851.562988
	Iteration 28Q: 3 clusters Score -2124242 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2124360.750000 Penalty: 4851.562988
	Iteration 29Q: 3 clusters Score -2124361 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2124492.500000 Penalty: 4851.562988
	Iteration 30Q: 3 clusters Score -2124492 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2124629.250000 Penalty: 4851.562988
	Iteration 31Q: 3 clusters Score -2124629 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2124743.250000 Penalty: 4851.562988
	Iteration 32Q: 3 clusters Score -2124743 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2124856.000000 Penalty: 4851.562988
	Iteration 33Q: 3 clusters Score -2124856 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2124970.500000 Penalty: 4851.562988
	Iteration 34Q: 3 clusters Score -2124970 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2125088.250000 Penalty: 4851.562988
	Iteration 35Q: 3 clusters Score -2125088 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2125195.750000 Penalty: 4851.562988
	Iteration 36Q: 3 clusters Score -2125196 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2125288.500000 Penalty: 4851.562988
	Iteration 37Q: 3 clusters Score -2125288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2125361.500000 Penalty: 4851.562988
	Iteration 38Q: 3 clusters Score -2125362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2125429.250000 Penalty: 4851.562988
	Iteration 39Q: 3 clusters Score -2125429 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2125509.250000 Penalty: 4851.562988
	Iteration 40F: 3 clusters Score -2125509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2125581.250000 Penalty: 4851.562988
	Iteration 41Q: 3 clusters Score -2125581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2125628.250000 Penalty: 4851.562988
	Iteration 42Q: 3 clusters Score -2125628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2125656.750000 Penalty: 4851.562988
	Iteration 43Q: 3 clusters Score -2125657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2125686.000000 Penalty: 4851.562988
	Iteration 44Q: 3 clusters Score -2125686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2125716.500000 Penalty: 4851.562988
	Iteration 45Q: 3 clusters Score -2125716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2125737.250000 Penalty: 4851.562988
	Iteration 46Q: 3 clusters Score -2125737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2125757.500000 Penalty: 4851.562988
	Iteration 47Q: 3 clusters Score -2125758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2125775.000000 Penalty: 4851.562988
	Iteration 48Q: 3 clusters Score -2125775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2125783.000000 Penalty: 4851.562988
	Iteration 49Q: 3 clusters Score -2125783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2125794.000000 Penalty: 4851.562988
	Iteration 50Q: 3 clusters Score -2125794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2125807.500000 Penalty: 4851.562988
	Iteration 51Q: 3 clusters Score -2125808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2125817.750000 Penalty: 4851.562988
	Iteration 52Q: 3 clusters Score -2125818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2125824.500000 Penalty: 4851.562988
	Iteration 53Q: 3 clusters Score -2125824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2125827.000000 Penalty: 4851.562988
	Iteration 54Q: 3 clusters Score -2125827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2125828.500000 Penalty: 4851.562988
	Iteration 55Q: 3 clusters Score -2125828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2125828.500000 Penalty: 4851.562988
	Iteration 56F: 3 clusters Score -2125828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (118737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118737 members 
Entering Unmasked Estep 
Score: -14731745.000000 Penalty: 2897.797363
	Iteration 0F: 2 clusters Score -1.473174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -14652696.000000 Penalty: 5795.594727
	Iteration 0F: 3 clusters Score -1.46527e+07 nChanged 56204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -14684485.000000 Penalty: 5795.594727
	Iteration 1F: 3 clusters Score -1.468448e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -14685462.000000 Penalty: 5795.594727
	Iteration 2Q: 3 clusters Score -1.468546e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -14687001.000000 Penalty: 5795.594727
	Iteration 3Q: 3 clusters Score -1.4687e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -14689800.000000 Penalty: 5795.594727
	Iteration 4Q: 3 clusters Score -1.46898e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -14694827.000000 Penalty: 5795.594727
	Iteration 5F: 3 clusters Score -1.469483e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -14702729.000000 Penalty: 5795.594727
	Iteration 6F: 3 clusters Score -1.470273e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -14712375.000000 Penalty: 5795.594727
	Iteration 7F: 3 clusters Score -1.471238e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -14720605.000000 Penalty: 5795.594727
	Iteration 8F: 3 clusters Score -1.47206e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -14725526.000000 Penalty: 5795.594727
	Iteration 9Q: 3 clusters Score -1.472553e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14727864.000000 Penalty: 5795.594727
	Iteration 10Q: 3 clusters Score -1.472786e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -14728672.000000 Penalty: 5795.594727
	Iteration 11Q: 3 clusters Score -1.472867e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14728923.000000 Penalty: 5795.594727
	Iteration 12Q: 3 clusters Score -1.472892e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118437 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14729053.000000 Penalty: 5795.594727
	Iteration 13Q: 3 clusters Score -1.472905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118456 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14729122.000000 Penalty: 5795.594727
	Iteration 14Q: 3 clusters Score -1.472912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118473 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14729154.000000 Penalty: 5795.594727
	Iteration 15Q: 3 clusters Score -1.472915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14729170.000000 Penalty: 5795.594727
	Iteration 16Q: 3 clusters Score -1.472917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118485 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14729198.000000 Penalty: 5795.594727
	Iteration 17Q: 3 clusters Score -1.47292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118485 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14729204.000000 Penalty: 5795.594727
	Iteration 18Q: 3 clusters Score -1.47292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14729195.000000 Penalty: 5795.594727
	Iteration 19Q: 3 clusters Score -1.47292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118489 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14729194.000000 Penalty: 5795.594727
	Iteration 20F: 3 clusters Score -1.472919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (111996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Entering Unmasked Estep 
Score: -13926811.000000 Penalty: 2883.302246
	Iteration 0F: 2 clusters Score -1.392681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -13851949.000000 Penalty: 5766.604492
	Iteration 0F: 3 clusters Score -1.385195e+07 nChanged 53154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -13882715.000000 Penalty: 5766.604492
	Iteration 1F: 3 clusters Score -1.388272e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -13884826.000000 Penalty: 5766.604492
	Iteration 2Q: 3 clusters Score -1.388483e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -13888733.000000 Penalty: 5766.604492
	Iteration 3F: 3 clusters Score -1.388873e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -13895616.000000 Penalty: 5766.604492
	Iteration 4F: 3 clusters Score -1.389562e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -13905471.000000 Penalty: 5766.604492
	Iteration 5F: 3 clusters Score -1.390547e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -13915012.000000 Penalty: 5766.604492
	Iteration 6F: 3 clusters Score -1.391501e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -13920724.000000 Penalty: 5766.604492
	Iteration 7F: 3 clusters Score -1.392072e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -13922944.000000 Penalty: 5766.604492
	Iteration 8Q: 3 clusters Score -1.392294e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -13923645.000000 Penalty: 5766.604492
	Iteration 9Q: 3 clusters Score -1.392364e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 110971 members 
Entering Unmasked Estep 
Score: -13923983.000000 Penalty: 5766.604492
	Iteration 10Q: 3 clusters Score -1.392398e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 111083 members 
Entering Unmasked Estep 
Score: -13924177.000000 Penalty: 5766.604492
	Iteration 11Q: 3 clusters Score -1.392418e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -13924235.000000 Penalty: 5766.604492
	Iteration 12Q: 3 clusters Score -1.392424e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -13924335.000000 Penalty: 5766.604492
	Iteration 13Q: 3 clusters Score -1.392434e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 111175 members 
Entering Unmasked Estep 
Score: -13924398.000000 Penalty: 5766.604492
	Iteration 14Q: 3 clusters Score -1.39244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -13924458.000000 Penalty: 5766.604492
	Iteration 15Q: 3 clusters Score -1.392446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 111186 members 
Entering Unmasked Estep 
Score: -13924460.000000 Penalty: 5766.604492
	Iteration 16Q: 3 clusters Score -1.392446e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -13924454.000000 Penalty: 5766.604492
	Iteration 17Q: 3 clusters Score -1.392445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -13924464.000000 Penalty: 5766.604492
	Iteration 18Q: 3 clusters Score -1.392446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -13924479.000000 Penalty: 5766.604492
	Iteration 19Q: 3 clusters Score -1.392448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -13924498.000000 Penalty: 5766.604492
	Iteration 20F: 3 clusters Score -1.39245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -13924510.000000 Penalty: 5766.604492
	Iteration 21Q: 3 clusters Score -1.392451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -13924518.000000 Penalty: 5766.604492
	Iteration 22Q: 3 clusters Score -1.392452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -13924508.000000 Penalty: 5766.604492
	Iteration 23Q: 3 clusters Score -1.392451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -13924511.000000 Penalty: 5766.604492
	Iteration 24Q: 3 clusters Score -1.392451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 111200 members 
Entering Unmasked Estep 
Score: -13924521.000000 Penalty: 5766.604492
	Iteration 25Q: 3 clusters Score -1.392452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -13924537.000000 Penalty: 5766.604492
	Iteration 26Q: 3 clusters Score -1.392454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -13924536.000000 Penalty: 5766.604492
	Iteration 27Q: 3 clusters Score -1.392454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -13924543.000000 Penalty: 5766.604492
	Iteration 28Q: 3 clusters Score -1.392454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -13924533.000000 Penalty: 5766.604492
	Iteration 29Q: 3 clusters Score -1.392453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 111196 members 
Entering Unmasked Estep 
Score: -13924533.000000 Penalty: 5766.604492
	Iteration 30Q: 3 clusters Score -1.392453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 111194 members 
Entering Unmasked Estep 
Score: -13924529.000000 Penalty: 5766.604492
	Iteration 31Q: 3 clusters Score -1.392453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 111195 members 
Entering Unmasked Estep 
Score: -13924521.000000 Penalty: 5766.604492
	Iteration 32Q: 3 clusters Score -1.392452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -13924516.000000 Penalty: 5766.604492
	Iteration 33Q: 3 clusters Score -1.392452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -13924516.000000 Penalty: 5766.604492
	Iteration 34F: 3 clusters Score -1.392452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Entering Unmasked Estep 
Score: -871914.062500 Penalty: 2212.951416
	Iteration 0F: 2 clusters Score -871914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -865864.125000 Penalty: 4425.902832
	Iteration 0F: 3 clusters Score -865864.1 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -867451.125000 Penalty: 4425.902832
	Iteration 1F: 3 clusters Score -867451.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -867681.562500 Penalty: 4425.902832
	Iteration 2F: 3 clusters Score -867681.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -867829.750000 Penalty: 4425.902832
	Iteration 3Q: 3 clusters Score -867829.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -867994.375000 Penalty: 4425.902832
	Iteration 4Q: 3 clusters Score -867994.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -868177.437500 Penalty: 4425.902832
	Iteration 5Q: 3 clusters Score -868177.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -868402.312500 Penalty: 4425.902832
	Iteration 6Q: 3 clusters Score -868402.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -868657.687500 Penalty: 4425.902832
	Iteration 7Q: 3 clusters Score -868657.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -868934.625000 Penalty: 4425.902832
	Iteration 8F: 3 clusters Score -868934.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -869199.812500 Penalty: 4425.902832
	Iteration 9F: 3 clusters Score -869199.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -869478.187500 Penalty: 4425.902832
	Iteration 10F: 3 clusters Score -869478.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -869721.062500 Penalty: 4425.902832
	Iteration 11Q: 3 clusters Score -869721.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -869917.187500 Penalty: 4425.902832
	Iteration 12Q: 3 clusters Score -869917.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -870080.625000 Penalty: 4425.902832
	Iteration 13Q: 3 clusters Score -870080.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -870201.125000 Penalty: 4425.902832
	Iteration 14Q: 3 clusters Score -870201.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -870291.625000 Penalty: 4425.902832
	Iteration 15Q: 3 clusters Score -870291.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -870342.812500 Penalty: 4425.902832
	Iteration 16Q: 3 clusters Score -870342.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -870378.125000 Penalty: 4425.902832
	Iteration 17Q: 3 clusters Score -870378.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -870406.312500 Penalty: 4425.902832
	Iteration 18Q: 3 clusters Score -870406.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -870434.062500 Penalty: 4425.902832
	Iteration 19Q: 3 clusters Score -870434.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -870452.437500 Penalty: 4425.902832
	Iteration 20F: 3 clusters Score -870452.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -870466.500000 Penalty: 4425.902832
	Iteration 21Q: 3 clusters Score -870466.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -870483.312500 Penalty: 4425.902832
	Iteration 22Q: 3 clusters Score -870483.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -870493.437500 Penalty: 4425.902832
	Iteration 23Q: 3 clusters Score -870493.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -870501.687500 Penalty: 4425.902832
	Iteration 24Q: 3 clusters Score -870501.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -870508.625000 Penalty: 4425.902832
	Iteration 25Q: 3 clusters Score -870508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -870515.625000 Penalty: 4425.902832
	Iteration 26Q: 3 clusters Score -870515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -870519.625000 Penalty: 4425.902832
	Iteration 27Q: 3 clusters Score -870519.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -870522.500000 Penalty: 4425.902832
	Iteration 28Q: 3 clusters Score -870522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -870527.562500 Penalty: 4425.902832
	Iteration 29Q: 3 clusters Score -870527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -870530.437500 Penalty: 4425.902832
	Iteration 30Q: 3 clusters Score -870530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -870534.625000 Penalty: 4425.902832
	Iteration 31Q: 3 clusters Score -870534.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -870536.375000 Penalty: 4425.902832
	Iteration 32Q: 3 clusters Score -870536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -870542.250000 Penalty: 4425.902832
	Iteration 33Q: 3 clusters Score -870542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -870546.125000 Penalty: 4425.902832
	Iteration 34Q: 3 clusters Score -870546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -870549.437500 Penalty: 4425.902832
	Iteration 35Q: 3 clusters Score -870549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -870555.125000 Penalty: 4425.902832
	Iteration 36Q: 3 clusters Score -870555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -870558.625000 Penalty: 4425.902832
	Iteration 37Q: 3 clusters Score -870558.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -870562.125000 Penalty: 4425.902832
	Iteration 38Q: 3 clusters Score -870562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -870565.812500 Penalty: 4425.902832
	Iteration 39Q: 3 clusters Score -870565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -870569.187500 Penalty: 4425.902832
	Iteration 40F: 3 clusters Score -870569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -870571.375000 Penalty: 4425.902832
	Iteration 41Q: 3 clusters Score -870571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -870573.062500 Penalty: 4425.902832
	Iteration 42Q: 3 clusters Score -870573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -870572.625000 Penalty: 4425.902832
	Iteration 43Q: 3 clusters Score -870572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -870572.687500 Penalty: 4425.902832
	Iteration 44Q: 3 clusters Score -870572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -870572.250000 Penalty: 4425.902832
	Iteration 45Q: 3 clusters Score -870572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -870573.875000 Penalty: 4425.902832
	Iteration 46Q: 3 clusters Score -870573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -870575.625000 Penalty: 4425.902832
	Iteration 47Q: 3 clusters Score -870575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -870575.125000 Penalty: 4425.902832
	Iteration 48Q: 3 clusters Score -870575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -870576.750000 Penalty: 4425.902832
	Iteration 49Q: 3 clusters Score -870576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -870580.437500 Penalty: 4425.902832
	Iteration 50Q: 3 clusters Score -870580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -870581.437500 Penalty: 4425.902832
	Iteration 51Q: 3 clusters Score -870581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -870587.437500 Penalty: 4425.902832
	Iteration 52Q: 3 clusters Score -870587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -870590.125000 Penalty: 4425.902832
	Iteration 53Q: 3 clusters Score -870590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -870591.750000 Penalty: 4425.902832
	Iteration 54Q: 3 clusters Score -870591.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -870593.187500 Penalty: 4425.902832
	Iteration 55Q: 3 clusters Score -870593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -870593.187500 Penalty: 4425.902832
	Iteration 56F: 3 clusters Score -870593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -579522.937500 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -579522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -575149.750000 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -575149.8 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -576208.250000 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -576208.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -576452.187500 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -576452.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -576614.375000 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -576614.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -576736.437500 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -576736.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -576848.500000 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -576848.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -576959.437500 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -576959.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -577070.937500 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -577070.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -577175.125000 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -577175.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -577273.312500 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -577273.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -577361.000000 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -577361 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -577450.625000 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -577450.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -577524.187500 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -577524.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -577569.187500 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -577569.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -577611.125000 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -577611.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -577648.250000 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -577648.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -577677.750000 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -577677.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -577706.375000 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -577706.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -577732.250000 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -577732.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -577766.187500 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -577766.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -577779.937500 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -577779.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -577792.000000 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -577792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -577796.937500 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -577796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -577800.437500 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -577800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -577802.875000 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -577802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -577812.062500 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -577812.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -577820.875000 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -577820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -577827.000000 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -577827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -577833.000000 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -577833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -577837.312500 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -577837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -577840.000000 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -577840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -577841.562500 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -577841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -577844.125000 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -577844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -577846.187500 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -577846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -577848.625000 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -577848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -577848.125000 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -577848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -577848.125000 Penalty: 4202.624023
	Iteration 36F: 3 clusters Score -577848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Entering Unmasked Estep 
Score: -9081018.000000 Penalty: 2787.790527
	Iteration 0F: 2 clusters Score -9081018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -9029753.000000 Penalty: 5575.581055
	Iteration 0F: 3 clusters Score -9029753 nChanged 35958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -9049807.000000 Penalty: 5575.581055
	Iteration 1F: 3 clusters Score -9049807 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -9050403.000000 Penalty: 5575.581055
	Iteration 2Q: 3 clusters Score -9050403 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -9050934.000000 Penalty: 5575.581055
	Iteration 3Q: 3 clusters Score -9050934 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -9051541.000000 Penalty: 5575.581055
	Iteration 4Q: 3 clusters Score -9051541 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -9052227.000000 Penalty: 5575.581055
	Iteration 5Q: 3 clusters Score -9052227 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -9053241.000000 Penalty: 5575.581055
	Iteration 6Q: 3 clusters Score -9053241 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9055097.000000 Penalty: 5575.581055
	Iteration 7Q: 3 clusters Score -9055097 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -9058041.000000 Penalty: 5575.581055
	Iteration 8F: 3 clusters Score -9058041 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -9062770.000000 Penalty: 5575.581055
	Iteration 9F: 3 clusters Score -9062770 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -9068498.000000 Penalty: 5575.581055
	Iteration 10F: 3 clusters Score -9068498 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -9073570.000000 Penalty: 5575.581055
	Iteration 11F: 3 clusters Score -9073570 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -9076598.000000 Penalty: 5575.581055
	Iteration 12Q: 3 clusters Score -9076598 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -9077844.000000 Penalty: 5575.581055
	Iteration 13Q: 3 clusters Score -9077844 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -9078297.000000 Penalty: 5575.581055
	Iteration 14Q: 3 clusters Score -9078297 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -9078490.000000 Penalty: 5575.581055
	Iteration 15Q: 3 clusters Score -9078490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -9078570.000000 Penalty: 5575.581055
	Iteration 16Q: 3 clusters Score -9078570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -9078614.000000 Penalty: 5575.581055
	Iteration 17Q: 3 clusters Score -9078614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -9078637.000000 Penalty: 5575.581055
	Iteration 18Q: 3 clusters Score -9078637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -9078658.000000 Penalty: 5575.581055
	Iteration 19Q: 3 clusters Score -9078658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -9078700.000000 Penalty: 5575.581055
	Iteration 20F: 3 clusters Score -9078700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 75810 members 
Entering Unmasked Estep 
Score: -9078713.000000 Penalty: 5575.581055
	Iteration 21Q: 3 clusters Score -9078713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -9078718.000000 Penalty: 5575.581055
	Iteration 22Q: 3 clusters Score -9078718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -9078715.000000 Penalty: 5575.581055
	Iteration 23Q: 3 clusters Score -9078715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -9078728.000000 Penalty: 5575.581055
	Iteration 24Q: 3 clusters Score -9078728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -9078724.000000 Penalty: 5575.581055
	Iteration 25Q: 3 clusters Score -9078724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -9078729.000000 Penalty: 5575.581055
	Iteration 26Q: 3 clusters Score -9078729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -9078731.000000 Penalty: 5575.581055
	Iteration 27Q: 3 clusters Score -9078731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -9078729.000000 Penalty: 5575.581055
	Iteration 28Q: 3 clusters Score -9078729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -9078737.000000 Penalty: 5575.581055
	Iteration 29Q: 3 clusters Score -9078737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -9078738.000000 Penalty: 5575.581055
	Iteration 30Q: 3 clusters Score -9078738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -9078747.000000 Penalty: 5575.581055
	Iteration 31Q: 3 clusters Score -9078747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -9078741.000000 Penalty: 5575.581055
	Iteration 32Q: 3 clusters Score -9078741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -9078749.000000 Penalty: 5575.581055
	Iteration 33Q: 3 clusters Score -9078749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -9078742.000000 Penalty: 5575.581055
	Iteration 34Q: 3 clusters Score -9078742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -9078741.000000 Penalty: 5575.581055
	Iteration 35Q: 3 clusters Score -9078741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -9078741.000000 Penalty: 5575.581055
	Iteration 36F: 3 clusters Score -9078741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Entering Unmasked Estep 
Score: -2393965.000000 Penalty: 2439.675537
	Iteration 0F: 2 clusters Score -2393965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2380713.250000 Penalty: 4879.351074
	Iteration 0F: 3 clusters Score -2380713 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2385008.500000 Penalty: 4879.351074
	Iteration 1F: 3 clusters Score -2385008 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2385325.250000 Penalty: 4879.351074
	Iteration 2Q: 3 clusters Score -2385325 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2385563.250000 Penalty: 4879.351074
	Iteration 3Q: 3 clusters Score -2385563 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2385749.750000 Penalty: 4879.351074
	Iteration 4Q: 3 clusters Score -2385750 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2385948.500000 Penalty: 4879.351074
	Iteration 5Q: 3 clusters Score -2385948 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2386137.750000 Penalty: 4879.351074
	Iteration 6Q: 3 clusters Score -2386138 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2386338.750000 Penalty: 4879.351074
	Iteration 7Q: 3 clusters Score -2386339 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2386573.250000 Penalty: 4879.351074
	Iteration 8Q: 3 clusters Score -2386573 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2386881.750000 Penalty: 4879.351074
	Iteration 9Q: 3 clusters Score -2386882 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2387282.500000 Penalty: 4879.351074
	Iteration 10Q: 3 clusters Score -2387282 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2387824.000000 Penalty: 4879.351074
	Iteration 11Q: 3 clusters Score -2387824 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2388548.000000 Penalty: 4879.351074
	Iteration 12F: 3 clusters Score -2388548 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2389344.250000 Penalty: 4879.351074
	Iteration 13F: 3 clusters Score -2389344 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2390136.250000 Penalty: 4879.351074
	Iteration 14Q: 3 clusters Score -2390136 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2390733.000000 Penalty: 4879.351074
	Iteration 15Q: 3 clusters Score -2390733 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2391150.250000 Penalty: 4879.351074
	Iteration 16Q: 3 clusters Score -2391150 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2391383.750000 Penalty: 4879.351074
	Iteration 17Q: 3 clusters Score -2391384 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2391505.250000 Penalty: 4879.351074
	Iteration 18Q: 3 clusters Score -2391505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2391603.250000 Penalty: 4879.351074
	Iteration 19Q: 3 clusters Score -2391603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2391667.500000 Penalty: 4879.351074
	Iteration 20F: 3 clusters Score -2391668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2391702.250000 Penalty: 4879.351074
	Iteration 21Q: 3 clusters Score -2391702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2391739.750000 Penalty: 4879.351074
	Iteration 22Q: 3 clusters Score -2391740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2391761.750000 Penalty: 4879.351074
	Iteration 23Q: 3 clusters Score -2391762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2391786.000000 Penalty: 4879.351074
	Iteration 24Q: 3 clusters Score -2391786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2391814.500000 Penalty: 4879.351074
	Iteration 25Q: 3 clusters Score -2391814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2391837.250000 Penalty: 4879.351074
	Iteration 26Q: 3 clusters Score -2391837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2391855.000000 Penalty: 4879.351074
	Iteration 27Q: 3 clusters Score -2391855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2391869.250000 Penalty: 4879.351074
	Iteration 28Q: 3 clusters Score -2391869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2391870.000000 Penalty: 4879.351074
	Iteration 29Q: 3 clusters Score -2391870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2391875.750000 Penalty: 4879.351074
	Iteration 30Q: 3 clusters Score -2391876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2391880.250000 Penalty: 4879.351074
	Iteration 31Q: 3 clusters Score -2391880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2391886.750000 Penalty: 4879.351074
	Iteration 32Q: 3 clusters Score -2391887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2391886.250000 Penalty: 4879.351074
	Iteration 33Q: 3 clusters Score -2391886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2391888.500000 Penalty: 4879.351074
	Iteration 34Q: 3 clusters Score -2391888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2391888.500000 Penalty: 4879.351074
	Iteration 35F: 3 clusters Score -2391888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69250.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69250.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67594.296875 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67594.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67811.976562 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67811.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67881.562500 Penalty: 3191.535156
	Iteration 2Q: 3 clusters Score -67881.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67914.500000 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67937.554688 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67937.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67951.960938 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -67951.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67969.164062 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -67969.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67979.570312 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -67979.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68003.007812 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68003.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68036.968750 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68036.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68047.859375 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68047.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68055.640625 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68055.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68059.960938 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -68059.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68072.531250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -68072.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68078.562500 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -68078.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68082.554688 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -68082.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68088.414062 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -68088.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68090.328125 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -68090.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68096.093750 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -68096.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68099.453125 Penalty: 3191.535156
	Iteration 19Q: 3 clusters Score -68099.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68101.148438 Penalty: 3191.535156
	Iteration 20F: 3 clusters Score -68101.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68102.546875 Penalty: 3191.535156
	Iteration 21Q: 3 clusters Score -68102.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68102.546875 Penalty: 3191.535156
	Iteration 22F: 3 clusters Score -68102.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Entering Unmasked Estep 
Score: -606551.000000 Penalty: 2130.660400
	Iteration 0F: 2 clusters Score -606551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -601803.062500 Penalty: 4261.320801
	Iteration 0F: 3 clusters Score -601803.1 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -603070.125000 Penalty: 4261.320801
	Iteration 1F: 3 clusters Score -603070.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -603454.312500 Penalty: 4261.320801
	Iteration 2F: 3 clusters Score -603454.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -603709.750000 Penalty: 4261.320801
	Iteration 3F: 3 clusters Score -603709.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -603883.937500 Penalty: 4261.320801
	Iteration 4F: 3 clusters Score -603883.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -604006.812500 Penalty: 4261.320801
	Iteration 5Q: 3 clusters Score -604006.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -604102.500000 Penalty: 4261.320801
	Iteration 6Q: 3 clusters Score -604102.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -604170.750000 Penalty: 4261.320801
	Iteration 7Q: 3 clusters Score -604170.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -604214.812500 Penalty: 4261.320801
	Iteration 8Q: 3 clusters Score -604214.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -604254.187500 Penalty: 4261.320801
	Iteration 9Q: 3 clusters Score -604254.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -604292.375000 Penalty: 4261.320801
	Iteration 10Q: 3 clusters Score -604292.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -604345.062500 Penalty: 4261.320801
	Iteration 11Q: 3 clusters Score -604345.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -604415.375000 Penalty: 4261.320801
	Iteration 12Q: 3 clusters Score -604415.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -604509.062500 Penalty: 4261.320801
	Iteration 13Q: 3 clusters Score -604509.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -604630.687500 Penalty: 4261.320801
	Iteration 14Q: 3 clusters Score -604630.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -604774.000000 Penalty: 4261.320801
	Iteration 15Q: 3 clusters Score -604774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -604964.437500 Penalty: 4261.320801
	Iteration 16Q: 3 clusters Score -604964.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -605209.000000 Penalty: 4261.320801
	Iteration 17Q: 3 clusters Score -605209 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -605391.250000 Penalty: 4261.320801
	Iteration 18Q: 3 clusters Score -605391.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -605518.125000 Penalty: 4261.320801
	Iteration 19Q: 3 clusters Score -605518.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -605618.875000 Penalty: 4261.320801
	Iteration 20F: 3 clusters Score -605618.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -605698.875000 Penalty: 4261.320801
	Iteration 21Q: 3 clusters Score -605698.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -605751.187500 Penalty: 4261.320801
	Iteration 22Q: 3 clusters Score -605751.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -605794.250000 Penalty: 4261.320801
	Iteration 23Q: 3 clusters Score -605794.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -605818.687500 Penalty: 4261.320801
	Iteration 24Q: 3 clusters Score -605818.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -605834.937500 Penalty: 4261.320801
	Iteration 25Q: 3 clusters Score -605834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -605845.625000 Penalty: 4261.320801
	Iteration 26Q: 3 clusters Score -605845.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -605853.500000 Penalty: 4261.320801
	Iteration 27Q: 3 clusters Score -605853.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -605858.812500 Penalty: 4261.320801
	Iteration 28Q: 3 clusters Score -605858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -605863.125000 Penalty: 4261.320801
	Iteration 29Q: 3 clusters Score -605863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -605865.062500 Penalty: 4261.320801
	Iteration 30Q: 3 clusters Score -605865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -605867.250000 Penalty: 4261.320801
	Iteration 31Q: 3 clusters Score -605867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -605871.312500 Penalty: 4261.320801
	Iteration 32Q: 3 clusters Score -605871.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -605873.375000 Penalty: 4261.320801
	Iteration 33Q: 3 clusters Score -605873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -605874.875000 Penalty: 4261.320801
	Iteration 34Q: 3 clusters Score -605874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -605875.875000 Penalty: 4261.320801
	Iteration 35Q: 3 clusters Score -605875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -605877.312500 Penalty: 4261.320801
	Iteration 36Q: 3 clusters Score -605877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -605877.312500 Penalty: 4261.320801
	Iteration 37F: 3 clusters Score -605877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -335219.062500 Penalty: 1961.462280
	Iteration 0F: 2 clusters Score -335219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -332124.125000 Penalty: 3922.924561
	Iteration 0F: 3 clusters Score -332124.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -332700.625000 Penalty: 3922.924561
	Iteration 1F: 3 clusters Score -332700.6 nChanged 190
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: -332831.406250 Penalty: 3922.924561
	Iteration 2F: 3 clusters Score -332831.4 nChanged 110
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: -332904.406250 Penalty: 3922.924561
	Iteration 3Q: 3 clusters Score -332904.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -332970.156250 Penalty: 3922.924561
	Iteration 4Q: 3 clusters Score -332970.2 nChanged 77
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: -333027.312500 Penalty: 3922.924561
	Iteration 5Q: 3 clusters Score -333027.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -333079.000000 Penalty: 3922.924561
	Iteration 6Q: 3 clusters Score -333079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -333108.875000 Penalty: 3922.924561
	Iteration 7Q: 3 clusters Score -333108.9 nChanged 47
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: -333148.156250 Penalty: 3922.924561
	Iteration 8Q: 3 clusters Score -333148.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333186.218750 Penalty: 3922.924561
	Iteration 9Q: 3 clusters Score -333186.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -333223.625000 Penalty: 3922.924561
	Iteration 10Q: 3 clusters Score -333223.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -333255.468750 Penalty: 3922.924561
	Iteration 11Q: 3 clusters Score -333255.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333287.906250 Penalty: 3922.924561
	Iteration 12Q: 3 clusters Score -333287.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333311.125000 Penalty: 3922.924561
	Iteration 13Q: 3 clusters Score -333311.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -333332.625000 Penalty: 3922.924561
	Iteration 14Q: 3 clusters Score -333332.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -333352.562500 Penalty: 3922.924561
	Iteration 15Q: 3 clusters Score -333352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -333378.656250 Penalty: 3922.924561
	Iteration 16Q: 3 clusters Score -333378.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -333403.468750 Penalty: 3922.924561
	Iteration 17Q: 3 clusters Score -333403.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -333426.906250 Penalty: 3922.924561
	Iteration 18Q: 3 clusters Score -333426.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -333443.593750 Penalty: 3922.924561
	Iteration 19Q: 3 clusters Score -333443.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -333459.968750 Penalty: 3922.924561
	Iteration 20F: 3 clusters Score -333460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -333474.406250 Penalty: 3922.924561
	Iteration 21Q: 3 clusters Score -333474.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -333489.281250 Penalty: 3922.924561
	Iteration 22Q: 3 clusters Score -333489.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -333501.750000 Penalty: 3922.924561
	Iteration 23Q: 3 clusters Score -333501.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -333510.687500 Penalty: 3922.924561
	Iteration 24Q: 3 clusters Score -333510.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -333521.843750 Penalty: 3922.924561
	Iteration 25Q: 3 clusters Score -333521.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -333527.781250 Penalty: 3922.924561
	Iteration 26Q: 3 clusters Score -333527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -333533.812500 Penalty: 3922.924561
	Iteration 27Q: 3 clusters Score -333533.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333543.343750 Penalty: 3922.924561
	Iteration 28Q: 3 clusters Score -333543.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -333556.031250 Penalty: 3922.924561
	Iteration 29Q: 3 clusters Score -333556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -333566.906250 Penalty: 3922.924561
	Iteration 30Q: 3 clusters Score -333566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -333573.218750 Penalty: 3922.924561
	Iteration 31Q: 3 clusters Score -333573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333578.593750 Penalty: 3922.924561
	Iteration 32Q: 3 clusters Score -333578.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333587.968750 Penalty: 3922.924561
	Iteration 33Q: 3 clusters Score -333588 nChanged 14
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: -333594.156250 Penalty: 3922.924561
	Iteration 34Q: 3 clusters Score -333594.2 nChanged 6
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: -333597.312500 Penalty: 3922.924561
	Iteration 35Q: 3 clusters Score -333597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333598.968750 Penalty: 3922.924561
	Iteration 36Q: 3 clusters Score -333599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333599.468750 Penalty: 3922.924561
	Iteration 37Q: 3 clusters Score -333599.5 nChanged 1
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: -333599.968750 Penalty: 3922.924561
	Iteration 38Q: 3 clusters Score -333600 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: -333599.968750 Penalty: 3922.924561
	Iteration 39F: 3 clusters Score -333600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -792064.250000 Penalty: 2188.082031
	Iteration 0F: 2 clusters Score -792064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -786422.375000 Penalty: 4376.164062
	Iteration 0F: 3 clusters Score -786422.4 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -787928.562500 Penalty: 4376.164062
	Iteration 1F: 3 clusters Score -787928.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -788236.125000 Penalty: 4376.164062
	Iteration 2F: 3 clusters Score -788236.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -788482.625000 Penalty: 4376.164062
	Iteration 3F: 3 clusters Score -788482.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -788688.375000 Penalty: 4376.164062
	Iteration 4Q: 3 clusters Score -788688.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -788898.000000 Penalty: 4376.164062
	Iteration 5Q: 3 clusters Score -788898 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -789108.375000 Penalty: 4376.164062
	Iteration 6Q: 3 clusters Score -789108.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -789303.562500 Penalty: 4376.164062
	Iteration 7Q: 3 clusters Score -789303.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -789461.500000 Penalty: 4376.164062
	Iteration 8Q: 3 clusters Score -789461.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -789641.937500 Penalty: 4376.164062
	Iteration 9Q: 3 clusters Score -789641.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -789821.562500 Penalty: 4376.164062
	Iteration 10Q: 3 clusters Score -789821.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -790014.437500 Penalty: 4376.164062
	Iteration 11Q: 3 clusters Score -790014.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -790163.500000 Penalty: 4376.164062
	Iteration 12Q: 3 clusters Score -790163.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -790251.750000 Penalty: 4376.164062
	Iteration 13Q: 3 clusters Score -790251.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -790313.125000 Penalty: 4376.164062
	Iteration 14Q: 3 clusters Score -790313.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -790356.687500 Penalty: 4376.164062
	Iteration 15Q: 3 clusters Score -790356.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -790392.250000 Penalty: 4376.164062
	Iteration 16Q: 3 clusters Score -790392.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -790421.875000 Penalty: 4376.164062
	Iteration 17Q: 3 clusters Score -790421.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -790445.062500 Penalty: 4376.164062
	Iteration 18Q: 3 clusters Score -790445.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -790461.062500 Penalty: 4376.164062
	Iteration 19Q: 3 clusters Score -790461.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -790477.437500 Penalty: 4376.164062
	Iteration 20F: 3 clusters Score -790477.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -790492.000000 Penalty: 4376.164062
	Iteration 21Q: 3 clusters Score -790492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -790502.937500 Penalty: 4376.164062
	Iteration 22Q: 3 clusters Score -790502.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -790513.500000 Penalty: 4376.164062
	Iteration 23Q: 3 clusters Score -790513.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -790523.125000 Penalty: 4376.164062
	Iteration 24Q: 3 clusters Score -790523.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -790540.062500 Penalty: 4376.164062
	Iteration 25Q: 3 clusters Score -790540.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -790557.437500 Penalty: 4376.164062
	Iteration 26Q: 3 clusters Score -790557.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -790578.562500 Penalty: 4376.164062
	Iteration 27Q: 3 clusters Score -790578.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -790595.562500 Penalty: 4376.164062
	Iteration 28Q: 3 clusters Score -790595.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -790611.375000 Penalty: 4376.164062
	Iteration 29Q: 3 clusters Score -790611.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -790630.875000 Penalty: 4376.164062
	Iteration 30Q: 3 clusters Score -790630.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -790647.937500 Penalty: 4376.164062
	Iteration 31Q: 3 clusters Score -790647.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -790669.062500 Penalty: 4376.164062
	Iteration 32Q: 3 clusters Score -790669.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -790689.625000 Penalty: 4376.164062
	Iteration 33Q: 3 clusters Score -790689.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -790720.562500 Penalty: 4376.164062
	Iteration 34Q: 3 clusters Score -790720.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -790744.875000 Penalty: 4376.164062
	Iteration 35Q: 3 clusters Score -790744.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -790765.250000 Penalty: 4376.164062
	Iteration 36Q: 3 clusters Score -790765.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -790787.187500 Penalty: 4376.164062
	Iteration 37Q: 3 clusters Score -790787.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -790816.500000 Penalty: 4376.164062
	Iteration 38Q: 3 clusters Score -790816.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -790849.625000 Penalty: 4376.164062
	Iteration 39Q: 3 clusters Score -790849.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -790875.250000 Penalty: 4376.164062
	Iteration 40F: 3 clusters Score -790875.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -790892.000000 Penalty: 4376.164062
	Iteration 41Q: 3 clusters Score -790892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -790911.750000 Penalty: 4376.164062
	Iteration 42Q: 3 clusters Score -790911.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -790932.625000 Penalty: 4376.164062
	Iteration 43Q: 3 clusters Score -790932.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -790949.500000 Penalty: 4376.164062
	Iteration 44Q: 3 clusters Score -790949.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -790964.625000 Penalty: 4376.164062
	Iteration 45Q: 3 clusters Score -790964.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -790984.000000 Penalty: 4376.164062
	Iteration 46Q: 3 clusters Score -790984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -791008.000000 Penalty: 4376.164062
	Iteration 47Q: 3 clusters Score -791008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -791019.000000 Penalty: 4376.164062
	Iteration 48Q: 3 clusters Score -791019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -791030.500000 Penalty: 4376.164062
	Iteration 49Q: 3 clusters Score -791030.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -791038.687500 Penalty: 4376.164062
	Iteration 50Q: 3 clusters Score -791038.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -791054.625000 Penalty: 4376.164062
	Iteration 51Q: 3 clusters Score -791054.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -791060.625000 Penalty: 4376.164062
	Iteration 52Q: 3 clusters Score -791060.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -791075.812500 Penalty: 4376.164062
	Iteration 53Q: 3 clusters Score -791075.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -791086.750000 Penalty: 4376.164062
	Iteration 54Q: 3 clusters Score -791086.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -791092.812500 Penalty: 4376.164062
	Iteration 55Q: 3 clusters Score -791092.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -791101.250000 Penalty: 4376.164062
	Iteration 56Q: 3 clusters Score -791101.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -791105.312500 Penalty: 4376.164062
	Iteration 57Q: 3 clusters Score -791105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -791111.250000 Penalty: 4376.164062
	Iteration 58Q: 3 clusters Score -791111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -791113.687500 Penalty: 4376.164062
	Iteration 59Q: 3 clusters Score -791113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -791120.375000 Penalty: 4376.164062
	Iteration 60F: 3 clusters Score -791120.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -791121.500000 Penalty: 4376.164062
	Iteration 61Q: 3 clusters Score -791121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -791125.000000 Penalty: 4376.164062
	Iteration 62Q: 3 clusters Score -791125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -791127.375000 Penalty: 4376.164062
	Iteration 63Q: 3 clusters Score -791127.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -791129.437500 Penalty: 4376.164062
	Iteration 64Q: 3 clusters Score -791129.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -791137.187500 Penalty: 4376.164062
	Iteration 65Q: 3 clusters Score -791137.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -791140.875000 Penalty: 4376.164062
	Iteration 66Q: 3 clusters Score -791140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -791144.250000 Penalty: 4376.164062
	Iteration 67Q: 3 clusters Score -791144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -791145.437500 Penalty: 4376.164062
	Iteration 68Q: 3 clusters Score -791145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -791153.375000 Penalty: 4376.164062
	Iteration 69Q: 3 clusters Score -791153.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -791155.062500 Penalty: 4376.164062
	Iteration 70Q: 3 clusters Score -791155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -791156.312500 Penalty: 4376.164062
	Iteration 71Q: 3 clusters Score -791156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -791159.750000 Penalty: 4376.164062
	Iteration 72Q: 3 clusters Score -791159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -791160.750000 Penalty: 4376.164062
	Iteration 73Q: 3 clusters Score -791160.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -791163.875000 Penalty: 4376.164062
	Iteration 74Q: 3 clusters Score -791163.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -791168.375000 Penalty: 4376.164062
	Iteration 75Q: 3 clusters Score -791168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -791171.562500 Penalty: 4376.164062
	Iteration 76Q: 3 clusters Score -791171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -791172.937500 Penalty: 4376.164062
	Iteration 77Q: 3 clusters Score -791172.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -791171.687500 Penalty: 4376.164062
	Iteration 78Q: 3 clusters Score -791171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -791176.562500 Penalty: 4376.164062
	Iteration 79Q: 3 clusters Score -791176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -791177.812500 Penalty: 4376.164062
	Iteration 80F: 3 clusters Score -791177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -791179.000000 Penalty: 4376.164062
	Iteration 81Q: 3 clusters Score -791179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -791182.062500 Penalty: 4376.164062
	Iteration 82Q: 3 clusters Score -791182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -791181.000000 Penalty: 4376.164062
	Iteration 83Q: 3 clusters Score -791181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -791181.375000 Penalty: 4376.164062
	Iteration 84Q: 3 clusters Score -791181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -791181.562500 Penalty: 4376.164062
	Iteration 85Q: 3 clusters Score -791181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -791183.000000 Penalty: 4376.164062
	Iteration 86Q: 3 clusters Score -791183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -791184.312500 Penalty: 4376.164062
	Iteration 87Q: 3 clusters Score -791184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -791187.375000 Penalty: 4376.164062
	Iteration 88Q: 3 clusters Score -791187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -791187.500000 Penalty: 4376.164062
	Iteration 89Q: 3 clusters Score -791187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -791190.000000 Penalty: 4376.164062
	Iteration 90Q: 3 clusters Score -791190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -791191.125000 Penalty: 4376.164062
	Iteration 91Q: 3 clusters Score -791191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -791192.312500 Penalty: 4376.164062
	Iteration 92Q: 3 clusters Score -791192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -791192.000000 Penalty: 4376.164062
	Iteration 93Q: 3 clusters Score -791192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -791192.312500 Penalty: 4376.164062
	Iteration 94Q: 3 clusters Score -791192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -791193.125000 Penalty: 4376.164062
	Iteration 95Q: 3 clusters Score -791193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -791194.750000 Penalty: 4376.164062
	Iteration 96Q: 3 clusters Score -791194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -791196.312500 Penalty: 4376.164062
	Iteration 97Q: 3 clusters Score -791196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -791199.937500 Penalty: 4376.164062
	Iteration 98Q: 3 clusters Score -791199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -791200.687500 Penalty: 4376.164062
	Iteration 99Q: 3 clusters Score -791200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -791202.625000 Penalty: 4376.164062
	Iteration 100F: 3 clusters Score -791202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -791201.562500 Penalty: 4376.164062
	Iteration 101Q: 3 clusters Score -791201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -791202.250000 Penalty: 4376.164062
	Iteration 102Q: 3 clusters Score -791202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -791202.000000 Penalty: 4376.164062
	Iteration 103Q: 3 clusters Score -791202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -791202.062500 Penalty: 4376.164062
	Iteration 104Q: 3 clusters Score -791202.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -791202.062500 Penalty: 4376.164062
	Iteration 105F: 3 clusters Score -791202.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Entering Unmasked Estep 
Score: -1873192.000000 Penalty: 2394.954590
	Iteration 0F: 2 clusters Score -1873192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1861922.250000 Penalty: 4789.909180
	Iteration 0F: 3 clusters Score -1861922 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1865479.125000 Penalty: 4789.909180
	Iteration 1F: 3 clusters Score -1865479 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1865835.375000 Penalty: 4789.909180
	Iteration 2F: 3 clusters Score -1865835 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1866083.250000 Penalty: 4789.909180
	Iteration 3Q: 3 clusters Score -1866083 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1866280.750000 Penalty: 4789.909180
	Iteration 4Q: 3 clusters Score -1866281 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1866478.000000 Penalty: 4789.909180
	Iteration 5Q: 3 clusters Score -1866478 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1866732.250000 Penalty: 4789.909180
	Iteration 6Q: 3 clusters Score -1866732 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1867023.625000 Penalty: 4789.909180
	Iteration 7Q: 3 clusters Score -1867024 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1867293.000000 Penalty: 4789.909180
	Iteration 8Q: 3 clusters Score -1867293 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1867570.375000 Penalty: 4789.909180
	Iteration 9Q: 3 clusters Score -1867570 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1867845.500000 Penalty: 4789.909180
	Iteration 10Q: 3 clusters Score -1867846 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1868125.500000 Penalty: 4789.909180
	Iteration 11Q: 3 clusters Score -1868126 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1868402.625000 Penalty: 4789.909180
	Iteration 12Q: 3 clusters Score -1868403 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1868679.875000 Penalty: 4789.909180
	Iteration 13Q: 3 clusters Score -1868680 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1868944.375000 Penalty: 4789.909180
	Iteration 14Q: 3 clusters Score -1868944 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1869150.000000 Penalty: 4789.909180
	Iteration 15Q: 3 clusters Score -1869150 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1869274.625000 Penalty: 4789.909180
	Iteration 16Q: 3 clusters Score -1869275 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1869389.000000 Penalty: 4789.909180
	Iteration 17Q: 3 clusters Score -1869389 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1869471.875000 Penalty: 4789.909180
	Iteration 18Q: 3 clusters Score -1869472 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1869523.375000 Penalty: 4789.909180
	Iteration 19Q: 3 clusters Score -1869523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1869555.125000 Penalty: 4789.909180
	Iteration 20F: 3 clusters Score -1869555 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1869593.875000 Penalty: 4789.909180
	Iteration 21Q: 3 clusters Score -1869594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1869609.625000 Penalty: 4789.909180
	Iteration 22Q: 3 clusters Score -1869610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1869631.750000 Penalty: 4789.909180
	Iteration 23Q: 3 clusters Score -1869632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1869653.375000 Penalty: 4789.909180
	Iteration 24Q: 3 clusters Score -1869653 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1869661.625000 Penalty: 4789.909180
	Iteration 25Q: 3 clusters Score -1869662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1869676.000000 Penalty: 4789.909180
	Iteration 26Q: 3 clusters Score -1869676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1869697.125000 Penalty: 4789.909180
	Iteration 27Q: 3 clusters Score -1869697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1869707.625000 Penalty: 4789.909180
	Iteration 28Q: 3 clusters Score -1869708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1869723.375000 Penalty: 4789.909180
	Iteration 29Q: 3 clusters Score -1869723 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1869730.375000 Penalty: 4789.909180
	Iteration 30Q: 3 clusters Score -1869730 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1869752.750000 Penalty: 4789.909180
	Iteration 31Q: 3 clusters Score -1869753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1869762.500000 Penalty: 4789.909180
	Iteration 32Q: 3 clusters Score -1869762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1869775.125000 Penalty: 4789.909180
	Iteration 33Q: 3 clusters Score -1869775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1869799.250000 Penalty: 4789.909180
	Iteration 34Q: 3 clusters Score -1869799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1869817.500000 Penalty: 4789.909180
	Iteration 35Q: 3 clusters Score -1869818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1869826.500000 Penalty: 4789.909180
	Iteration 36Q: 3 clusters Score -1869826 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1869829.375000 Penalty: 4789.909180
	Iteration 37Q: 3 clusters Score -1869829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1869837.500000 Penalty: 4789.909180
	Iteration 38Q: 3 clusters Score -1869838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1869842.750000 Penalty: 4789.909180
	Iteration 39Q: 3 clusters Score -1869843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1869852.250000 Penalty: 4789.909180
	Iteration 40F: 3 clusters Score -1869852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1869868.125000 Penalty: 4789.909180
	Iteration 41Q: 3 clusters Score -1869868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1869876.875000 Penalty: 4789.909180
	Iteration 42Q: 3 clusters Score -1869877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1869890.750000 Penalty: 4789.909180
	Iteration 43Q: 3 clusters Score -1869891 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1869902.000000 Penalty: 4789.909180
	Iteration 44Q: 3 clusters Score -1869902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1869910.750000 Penalty: 4789.909180
	Iteration 45Q: 3 clusters Score -1869911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1869919.375000 Penalty: 4789.909180
	Iteration 46Q: 3 clusters Score -1869919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1869936.375000 Penalty: 4789.909180
	Iteration 47Q: 3 clusters Score -1869936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1869942.625000 Penalty: 4789.909180
	Iteration 48Q: 3 clusters Score -1869943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1869951.250000 Penalty: 4789.909180
	Iteration 49Q: 3 clusters Score -1869951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1869964.875000 Penalty: 4789.909180
	Iteration 50Q: 3 clusters Score -1869965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1869971.375000 Penalty: 4789.909180
	Iteration 51Q: 3 clusters Score -1869971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1869985.125000 Penalty: 4789.909180
	Iteration 52Q: 3 clusters Score -1869985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1869997.250000 Penalty: 4789.909180
	Iteration 53Q: 3 clusters Score -1869997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1870005.750000 Penalty: 4789.909180
	Iteration 54Q: 3 clusters Score -1870006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1870017.375000 Penalty: 4789.909180
	Iteration 55Q: 3 clusters Score -1870017 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1870025.000000 Penalty: 4789.909180
	Iteration 56Q: 3 clusters Score -1870025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1870033.125000 Penalty: 4789.909180
	Iteration 57Q: 3 clusters Score -1870033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1870049.125000 Penalty: 4789.909180
	Iteration 58Q: 3 clusters Score -1870049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1870058.750000 Penalty: 4789.909180
	Iteration 59Q: 3 clusters Score -1870059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1870063.500000 Penalty: 4789.909180
	Iteration 60F: 3 clusters Score -1870064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1870075.250000 Penalty: 4789.909180
	Iteration 61Q: 3 clusters Score -1870075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1870087.000000 Penalty: 4789.909180
	Iteration 62Q: 3 clusters Score -1870087 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1870096.125000 Penalty: 4789.909180
	Iteration 63Q: 3 clusters Score -1870096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1870108.875000 Penalty: 4789.909180
	Iteration 64Q: 3 clusters Score -1870109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1870126.000000 Penalty: 4789.909180
	Iteration 65Q: 3 clusters Score -1870126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1870140.000000 Penalty: 4789.909180
	Iteration 66Q: 3 clusters Score -1870140 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1870168.625000 Penalty: 4789.909180
	Iteration 67Q: 3 clusters Score -1870169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1870193.625000 Penalty: 4789.909180
	Iteration 68Q: 3 clusters Score -1870194 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1870230.750000 Penalty: 4789.909180
	Iteration 69Q: 3 clusters Score -1870231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1870260.875000 Penalty: 4789.909180
	Iteration 70Q: 3 clusters Score -1870261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1870291.125000 Penalty: 4789.909180
	Iteration 71Q: 3 clusters Score -1870291 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1870311.750000 Penalty: 4789.909180
	Iteration 72Q: 3 clusters Score -1870312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1870347.375000 Penalty: 4789.909180
	Iteration 73Q: 3 clusters Score -1870347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1870380.375000 Penalty: 4789.909180
	Iteration 74Q: 3 clusters Score -1870380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1870423.750000 Penalty: 4789.909180
	Iteration 75Q: 3 clusters Score -1870424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1870440.875000 Penalty: 4789.909180
	Iteration 76Q: 3 clusters Score -1870441 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1870457.500000 Penalty: 4789.909180
	Iteration 77Q: 3 clusters Score -1870458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1870477.000000 Penalty: 4789.909180
	Iteration 78Q: 3 clusters Score -1870477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1870498.625000 Penalty: 4789.909180
	Iteration 79Q: 3 clusters Score -1870499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1870524.875000 Penalty: 4789.909180
	Iteration 80F: 3 clusters Score -1870525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1870537.625000 Penalty: 4789.909180
	Iteration 81Q: 3 clusters Score -1870538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1870552.500000 Penalty: 4789.909180
	Iteration 82Q: 3 clusters Score -1870552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1870579.500000 Penalty: 4789.909180
	Iteration 83Q: 3 clusters Score -1870580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1870603.250000 Penalty: 4789.909180
	Iteration 84Q: 3 clusters Score -1870603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1870636.375000 Penalty: 4789.909180
	Iteration 85Q: 3 clusters Score -1870636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1870661.125000 Penalty: 4789.909180
	Iteration 86Q: 3 clusters Score -1870661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1870686.875000 Penalty: 4789.909180
	Iteration 87Q: 3 clusters Score -1870687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1870700.750000 Penalty: 4789.909180
	Iteration 88Q: 3 clusters Score -1870701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1870726.000000 Penalty: 4789.909180
	Iteration 89Q: 3 clusters Score -1870726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1870745.375000 Penalty: 4789.909180
	Iteration 90Q: 3 clusters Score -1870745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1870761.250000 Penalty: 4789.909180
	Iteration 91Q: 3 clusters Score -1870761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1870782.375000 Penalty: 4789.909180
	Iteration 92Q: 3 clusters Score -1870782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1870808.000000 Penalty: 4789.909180
	Iteration 93Q: 3 clusters Score -1870808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1870836.250000 Penalty: 4789.909180
	Iteration 94Q: 3 clusters Score -1870836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1870860.625000 Penalty: 4789.909180
	Iteration 95Q: 3 clusters Score -1870861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1870886.250000 Penalty: 4789.909180
	Iteration 96Q: 3 clusters Score -1870886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1870905.250000 Penalty: 4789.909180
	Iteration 97Q: 3 clusters Score -1870905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1870927.000000 Penalty: 4789.909180
	Iteration 98Q: 3 clusters Score -1870927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1870945.250000 Penalty: 4789.909180
	Iteration 99Q: 3 clusters Score -1870945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1870962.500000 Penalty: 4789.909180
	Iteration 100F: 3 clusters Score -1870962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1870982.000000 Penalty: 4789.909180
	Iteration 101Q: 3 clusters Score -1870982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1871001.500000 Penalty: 4789.909180
	Iteration 102Q: 3 clusters Score -1871002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1871017.000000 Penalty: 4789.909180
	Iteration 103Q: 3 clusters Score -1871017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1871034.125000 Penalty: 4789.909180
	Iteration 104Q: 3 clusters Score -1871034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1871043.500000 Penalty: 4789.909180
	Iteration 105Q: 3 clusters Score -1871044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1871054.375000 Penalty: 4789.909180
	Iteration 106Q: 3 clusters Score -1871054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1871063.125000 Penalty: 4789.909180
	Iteration 107Q: 3 clusters Score -1871063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1871065.125000 Penalty: 4789.909180
	Iteration 108Q: 3 clusters Score -1871065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1871069.875000 Penalty: 4789.909180
	Iteration 109Q: 3 clusters Score -1871070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1871075.250000 Penalty: 4789.909180
	Iteration 110Q: 3 clusters Score -1871075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1871079.000000 Penalty: 4789.909180
	Iteration 111Q: 3 clusters Score -1871079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1871083.750000 Penalty: 4789.909180
	Iteration 112Q: 3 clusters Score -1871084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1871085.125000 Penalty: 4789.909180
	Iteration 113Q: 3 clusters Score -1871085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1871084.375000 Penalty: 4789.909180
	Iteration 114Q: 3 clusters Score -1871084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1871085.500000 Penalty: 4789.909180
	Iteration 115Q: 3 clusters Score -1871086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1871086.125000 Penalty: 4789.909180
	Iteration 116Q: 3 clusters Score -1871086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1871087.500000 Penalty: 4789.909180
	Iteration 117Q: 3 clusters Score -1871088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1871088.250000 Penalty: 4789.909180
	Iteration 118Q: 3 clusters Score -1871088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1871088.250000 Penalty: 4789.909180
	Iteration 119F: 3 clusters Score -1871088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Entering Unmasked Estep 
Score: -20259410.000000 Penalty: 2977.181396
	Iteration 0F: 2 clusters Score -2.025941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -20151136.000000 Penalty: 5954.362793
	Iteration 0F: 3 clusters Score -2.015114e+07 nChanged 78271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -20197540.000000 Penalty: 5954.362793
	Iteration 1F: 3 clusters Score -2.019754e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -20199284.000000 Penalty: 5954.362793
	Iteration 2Q: 3 clusters Score -2.019928e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -20201970.000000 Penalty: 5954.362793
	Iteration 3Q: 3 clusters Score -2.020197e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -20206012.000000 Penalty: 5954.362793
	Iteration 4Q: 3 clusters Score -2.020601e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -20211716.000000 Penalty: 5954.362793
	Iteration 5F: 3 clusters Score -2.021172e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -20219442.000000 Penalty: 5954.362793
	Iteration 6F: 3 clusters Score -2.021944e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -20228664.000000 Penalty: 5954.362793
	Iteration 7F: 3 clusters Score -2.022866e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -20235876.000000 Penalty: 5954.362793
	Iteration 8F: 3 clusters Score -2.023588e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -20239748.000000 Penalty: 5954.362793
	Iteration 9Q: 3 clusters Score -2.023975e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -20241584.000000 Penalty: 5954.362793
	Iteration 10Q: 3 clusters Score -2.024158e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -20242666.000000 Penalty: 5954.362793
	Iteration 11Q: 3 clusters Score -2.024267e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -20243806.000000 Penalty: 5954.362793
	Iteration 12Q: 3 clusters Score -2.024381e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116801 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -20244670.000000 Penalty: 5954.362793
	Iteration 13Q: 3 clusters Score -2.024467e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119078 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -20245654.000000 Penalty: 5954.362793
	Iteration 14Q: 3 clusters Score -2.024565e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121311 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -20246494.000000 Penalty: 5954.362793
	Iteration 15Q: 3 clusters Score -2.024649e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -20247392.000000 Penalty: 5954.362793
	Iteration 16Q: 3 clusters Score -2.024739e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125566 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -20248062.000000 Penalty: 5954.362793
	Iteration 17Q: 3 clusters Score -2.024806e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -20248680.000000 Penalty: 5954.362793
	Iteration 18Q: 3 clusters Score -2.024868e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -20249294.000000 Penalty: 5954.362793
	Iteration 19Q: 3 clusters Score -2.024929e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -20250016.000000 Penalty: 5954.362793
	Iteration 20F: 3 clusters Score -2.025002e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133303 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -20250508.000000 Penalty: 5954.362793
	Iteration 21Q: 3 clusters Score -2.025051e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135157 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -20250978.000000 Penalty: 5954.362793
	Iteration 22Q: 3 clusters Score -2.025098e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136971 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -20251498.000000 Penalty: 5954.362793
	Iteration 23Q: 3 clusters Score -2.02515e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138723 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -20252098.000000 Penalty: 5954.362793
	Iteration 24Q: 3 clusters Score -2.02521e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140463 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -20252554.000000 Penalty: 5954.362793
	Iteration 25Q: 3 clusters Score -2.025255e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -20253148.000000 Penalty: 5954.362793
	Iteration 26Q: 3 clusters Score -2.025315e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -20253654.000000 Penalty: 5954.362793
	Iteration 27Q: 3 clusters Score -2.025365e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -20254156.000000 Penalty: 5954.362793
	Iteration 28Q: 3 clusters Score -2.025416e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146646 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -20254598.000000 Penalty: 5954.362793
	Iteration 29Q: 3 clusters Score -2.02546e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -20255000.000000 Penalty: 5954.362793
	Iteration 30Q: 3 clusters Score -2.0255e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -20255318.000000 Penalty: 5954.362793
	Iteration 31Q: 3 clusters Score -2.025532e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -20255662.000000 Penalty: 5954.362793
	Iteration 32Q: 3 clusters Score -2.025566e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -20255868.000000 Penalty: 5954.362793
	Iteration 33Q: 3 clusters Score -2.025587e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152209 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -20256170.000000 Penalty: 5954.362793
	Iteration 34Q: 3 clusters Score -2.025617e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -20256336.000000 Penalty: 5954.362793
	Iteration 35Q: 3 clusters Score -2.025634e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153965 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -20256462.000000 Penalty: 5954.362793
	Iteration 36Q: 3 clusters Score -2.025646e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -20256652.000000 Penalty: 5954.362793
	Iteration 37Q: 3 clusters Score -2.025665e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -20256918.000000 Penalty: 5954.362793
	Iteration 38Q: 3 clusters Score -2.025692e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -20257042.000000 Penalty: 5954.362793
	Iteration 39Q: 3 clusters Score -2.025704e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156485 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -20257144.000000 Penalty: 5954.362793
	Iteration 40F: 3 clusters Score -2.025714e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -20257212.000000 Penalty: 5954.362793
	Iteration 41Q: 3 clusters Score -2.025721e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -20257332.000000 Penalty: 5954.362793
	Iteration 42Q: 3 clusters Score -2.025733e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -20257376.000000 Penalty: 5954.362793
	Iteration 43Q: 3 clusters Score -2.025738e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -20257414.000000 Penalty: 5954.362793
	Iteration 44Q: 3 clusters Score -2.025741e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -20257434.000000 Penalty: 5954.362793
	Iteration 45Q: 3 clusters Score -2.025743e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158586 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20257454.000000 Penalty: 5954.362793
	Iteration 46Q: 3 clusters Score -2.025745e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -20257484.000000 Penalty: 5954.362793
	Iteration 47Q: 3 clusters Score -2.025748e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -20257480.000000 Penalty: 5954.362793
	Iteration 48Q: 3 clusters Score -2.025748e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -20257516.000000 Penalty: 5954.362793
	Iteration 49Q: 3 clusters Score -2.025752e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159297 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -20257554.000000 Penalty: 5954.362793
	Iteration 50Q: 3 clusters Score -2.025755e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -20257532.000000 Penalty: 5954.362793
	Iteration 51Q: 3 clusters Score -2.025753e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20257540.000000 Penalty: 5954.362793
	Iteration 52Q: 3 clusters Score -2.025754e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -20257524.000000 Penalty: 5954.362793
	Iteration 53Q: 3 clusters Score -2.025752e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159832 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -20257558.000000 Penalty: 5954.362793
	Iteration 54Q: 3 clusters Score -2.025756e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -20257588.000000 Penalty: 5954.362793
	Iteration 55Q: 3 clusters Score -2.025759e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160050 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -20257626.000000 Penalty: 5954.362793
	Iteration 56Q: 3 clusters Score -2.025763e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20257662.000000 Penalty: 5954.362793
	Iteration 57Q: 3 clusters Score -2.025766e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160236 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20257710.000000 Penalty: 5954.362793
	Iteration 58Q: 3 clusters Score -2.025771e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20257762.000000 Penalty: 5954.362793
	Iteration 59Q: 3 clusters Score -2.025776e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20257742.000000 Penalty: 5954.362793
	Iteration 60F: 3 clusters Score -2.025774e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160465 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -20257726.000000 Penalty: 5954.362793
	Iteration 61Q: 3 clusters Score -2.025773e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160536 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -20257730.000000 Penalty: 5954.362793
	Iteration 62Q: 3 clusters Score -2.025773e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -20257762.000000 Penalty: 5954.362793
	Iteration 63Q: 3 clusters Score -2.025776e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160649 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -20257768.000000 Penalty: 5954.362793
	Iteration 64Q: 3 clusters Score -2.025777e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20257804.000000 Penalty: 5954.362793
	Iteration 65Q: 3 clusters Score -2.02578e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20257812.000000 Penalty: 5954.362793
	Iteration 66Q: 3 clusters Score -2.025781e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160797 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -20257818.000000 Penalty: 5954.362793
	Iteration 67Q: 3 clusters Score -2.025782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160838 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -20257820.000000 Penalty: 5954.362793
	Iteration 68Q: 3 clusters Score -2.025782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -20257852.000000 Penalty: 5954.362793
	Iteration 69Q: 3 clusters Score -2.025785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -20257860.000000 Penalty: 5954.362793
	Iteration 70Q: 3 clusters Score -2.025786e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -20257864.000000 Penalty: 5954.362793
	Iteration 71Q: 3 clusters Score -2.025786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -20257874.000000 Penalty: 5954.362793
	Iteration 72Q: 3 clusters Score -2.025787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -20257828.000000 Penalty: 5954.362793
	Iteration 73Q: 3 clusters Score -2.025783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161012 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -20257840.000000 Penalty: 5954.362793
	Iteration 74Q: 3 clusters Score -2.025784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -20257828.000000 Penalty: 5954.362793
	Iteration 75Q: 3 clusters Score -2.025783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20257836.000000 Penalty: 5954.362793
	Iteration 76Q: 3 clusters Score -2.025784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -20257838.000000 Penalty: 5954.362793
	Iteration 77Q: 3 clusters Score -2.025784e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161136 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -20257852.000000 Penalty: 5954.362793
	Iteration 78Q: 3 clusters Score -2.025785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -20257882.000000 Penalty: 5954.362793
	Iteration 79Q: 3 clusters Score -2.025788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161185 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20257896.000000 Penalty: 5954.362793
	Iteration 80F: 3 clusters Score -2.02579e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161204 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -20257878.000000 Penalty: 5954.362793
	Iteration 81Q: 3 clusters Score -2.025788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20257862.000000 Penalty: 5954.362793
	Iteration 82Q: 3 clusters Score -2.025786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161241 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -20257858.000000 Penalty: 5954.362793
	Iteration 83Q: 3 clusters Score -2.025786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161256 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -20257850.000000 Penalty: 5954.362793
	Iteration 84Q: 3 clusters Score -2.025785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161269 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -20257874.000000 Penalty: 5954.362793
	Iteration 85Q: 3 clusters Score -2.025787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -20257852.000000 Penalty: 5954.362793
	Iteration 86Q: 3 clusters Score -2.025785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -20257880.000000 Penalty: 5954.362793
	Iteration 87Q: 3 clusters Score -2.025788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161292 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -20257878.000000 Penalty: 5954.362793
	Iteration 88Q: 3 clusters Score -2.025788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161305 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20257894.000000 Penalty: 5954.362793
	Iteration 89Q: 3 clusters Score -2.025789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161320 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -20257920.000000 Penalty: 5954.362793
	Iteration 90Q: 3 clusters Score -2.025792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161325 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20257926.000000 Penalty: 5954.362793
	Iteration 91Q: 3 clusters Score -2.025793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -20257918.000000 Penalty: 5954.362793
	Iteration 92Q: 3 clusters Score -2.025792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -20257920.000000 Penalty: 5954.362793
	Iteration 93Q: 3 clusters Score -2.025792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161340 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -20257948.000000 Penalty: 5954.362793
	Iteration 94Q: 3 clusters Score -2.025795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161344 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20257948.000000 Penalty: 5954.362793
	Iteration 95Q: 3 clusters Score -2.025795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161347 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20257942.000000 Penalty: 5954.362793
	Iteration 96Q: 3 clusters Score -2.025794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20257948.000000 Penalty: 5954.362793
	Iteration 97Q: 3 clusters Score -2.025795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20257946.000000 Penalty: 5954.362793
	Iteration 98Q: 3 clusters Score -2.025795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -20257942.000000 Penalty: 5954.362793
	Iteration 99Q: 3 clusters Score -2.025794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161357 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -20257950.000000 Penalty: 5954.362793
	Iteration 100F: 3 clusters Score -2.025795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161361 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20257936.000000 Penalty: 5954.362793
	Iteration 101Q: 3 clusters Score -2.025794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161364 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -20257944.000000 Penalty: 5954.362793
	Iteration 102Q: 3 clusters Score -2.025794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161366 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20257952.000000 Penalty: 5954.362793
	Iteration 103Q: 3 clusters Score -2.025795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20257936.000000 Penalty: 5954.362793
	Iteration 104Q: 3 clusters Score -2.025794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161369 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20257944.000000 Penalty: 5954.362793
	Iteration 105Q: 3 clusters Score -2.025794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161371 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20257938.000000 Penalty: 5954.362793
	Iteration 106Q: 3 clusters Score -2.025794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20257938.000000 Penalty: 5954.362793
	Iteration 107Q: 3 clusters Score -2.025794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161374 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20257946.000000 Penalty: 5954.362793
	Iteration 108Q: 3 clusters Score -2.025795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20257954.000000 Penalty: 5954.362793
	Iteration 109Q: 3 clusters Score -2.025795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20257954.000000 Penalty: 5954.362793
	Iteration 110Q: 3 clusters Score -2.025795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161376 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20257954.000000 Penalty: 5954.362793
	Iteration 111F: 3 clusters Score -2.025795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1657032.000000 Penalty: 2361.675537
	Iteration 0F: 2 clusters Score -1657032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1647105.125000 Penalty: 4723.351074
	Iteration 0F: 3 clusters Score -1647105 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1650408.500000 Penalty: 4723.351074
	Iteration 1F: 3 clusters Score -1650408 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1651063.625000 Penalty: 4723.351074
	Iteration 2F: 3 clusters Score -1651064 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1651753.125000 Penalty: 4723.351074
	Iteration 3F: 3 clusters Score -1651753 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1652406.875000 Penalty: 4723.351074
	Iteration 4F: 3 clusters Score -1652407 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1653000.875000 Penalty: 4723.351074
	Iteration 5F: 3 clusters Score -1653001 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1653533.875000 Penalty: 4723.351074
	Iteration 6F: 3 clusters Score -1653534 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1653955.250000 Penalty: 4723.351074
	Iteration 7Q: 3 clusters Score -1653955 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1654290.625000 Penalty: 4723.351074
	Iteration 8Q: 3 clusters Score -1654291 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1654586.375000 Penalty: 4723.351074
	Iteration 9Q: 3 clusters Score -1654586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1654848.125000 Penalty: 4723.351074
	Iteration 10Q: 3 clusters Score -1654848 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1655047.375000 Penalty: 4723.351074
	Iteration 11Q: 3 clusters Score -1655047 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1655206.125000 Penalty: 4723.351074
	Iteration 12Q: 3 clusters Score -1655206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1655333.250000 Penalty: 4723.351074
	Iteration 13Q: 3 clusters Score -1655333 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1655422.750000 Penalty: 4723.351074
	Iteration 14Q: 3 clusters Score -1655423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1655499.375000 Penalty: 4723.351074
	Iteration 15Q: 3 clusters Score -1655499 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1655568.750000 Penalty: 4723.351074
	Iteration 16Q: 3 clusters Score -1655569 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1655639.125000 Penalty: 4723.351074
	Iteration 17Q: 3 clusters Score -1655639 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1655694.375000 Penalty: 4723.351074
	Iteration 18Q: 3 clusters Score -1655694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1655743.750000 Penalty: 4723.351074
	Iteration 19Q: 3 clusters Score -1655744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1655783.500000 Penalty: 4723.351074
	Iteration 20F: 3 clusters Score -1655784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1655813.875000 Penalty: 4723.351074
	Iteration 21Q: 3 clusters Score -1655814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1655830.250000 Penalty: 4723.351074
	Iteration 22Q: 3 clusters Score -1655830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1655839.750000 Penalty: 4723.351074
	Iteration 23Q: 3 clusters Score -1655840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1655848.375000 Penalty: 4723.351074
	Iteration 24Q: 3 clusters Score -1655848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1655851.500000 Penalty: 4723.351074
	Iteration 25Q: 3 clusters Score -1655852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1655859.750000 Penalty: 4723.351074
	Iteration 26Q: 3 clusters Score -1655860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1655863.250000 Penalty: 4723.351074
	Iteration 27Q: 3 clusters Score -1655863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1655865.250000 Penalty: 4723.351074
	Iteration 28Q: 3 clusters Score -1655865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1655864.500000 Penalty: 4723.351074
	Iteration 29Q: 3 clusters Score -1655864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1655866.500000 Penalty: 4723.351074
	Iteration 30Q: 3 clusters Score -1655866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1655867.500000 Penalty: 4723.351074
	Iteration 31Q: 3 clusters Score -1655868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1655867.625000 Penalty: 4723.351074
	Iteration 32Q: 3 clusters Score -1655868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1655870.500000 Penalty: 4723.351074
	Iteration 33Q: 3 clusters Score -1655870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1655872.000000 Penalty: 4723.351074
	Iteration 34Q: 3 clusters Score -1655872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1655872.000000 Penalty: 4723.351074
	Iteration 35F: 3 clusters Score -1655872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (216584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216584 members 
Entering Unmasked Estep 
Score: -26528328.000000 Penalty: 3046.862061
	Iteration 0F: 2 clusters Score -2.652833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -26385870.000000 Penalty: 6093.724121
	Iteration 0F: 3 clusters Score -2.638587e+07 nChanged 104058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103055 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -26447380.000000 Penalty: 6093.724121
	Iteration 1F: 3 clusters Score -2.644738e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 117227 members 
Entering Unmasked Estep 
Score: -26449140.000000 Penalty: 6093.724121
	Iteration 2Q: 3 clusters Score -2.644914e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 122998 members 
Entering Unmasked Estep 
Score: -26452498.000000 Penalty: 6093.724121
	Iteration 3Q: 3 clusters Score -2.64525e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 131725 members 
Entering Unmasked Estep 
Score: -26458340.000000 Penalty: 6093.724121
	Iteration 4F: 3 clusters Score -2.645834e+07 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -26468272.000000 Penalty: 6093.724121
	Iteration 5F: 3 clusters Score -2.646827e+07 nChanged 18286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 159705 members 
Entering Unmasked Estep 
Score: -26483124.000000 Penalty: 6093.724121
	Iteration 6F: 3 clusters Score -2.648312e+07 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 175599 members 
Entering Unmasked Estep 
Score: -26499484.000000 Penalty: 6093.724121
	Iteration 7F: 3 clusters Score -2.649948e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 187119 members 
Entering Unmasked Estep 
Score: -26512688.000000 Penalty: 6093.724121
	Iteration 8F: 3 clusters Score -2.651269e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 192876 members 
Entering Unmasked Estep 
Score: -26520434.000000 Penalty: 6093.724121
	Iteration 9Q: 3 clusters Score -2.652043e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 195536 members 
Entering Unmasked Estep 
Score: -26523440.000000 Penalty: 6093.724121
	Iteration 10Q: 3 clusters Score -2.652344e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 197453 members 
Entering Unmasked Estep 
Score: -26524592.000000 Penalty: 6093.724121
	Iteration 11Q: 3 clusters Score -2.652459e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 199121 members 
Entering Unmasked Estep 
Score: -26525208.000000 Penalty: 6093.724121
	Iteration 12Q: 3 clusters Score -2.652521e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 200519 members 
Entering Unmasked Estep 
Score: -26525768.000000 Penalty: 6093.724121
	Iteration 13Q: 3 clusters Score -2.652577e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 201722 members 
Entering Unmasked Estep 
Score: -26526086.000000 Penalty: 6093.724121
	Iteration 14Q: 3 clusters Score -2.652609e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 202793 members 
Entering Unmasked Estep 
Score: -26526482.000000 Penalty: 6093.724121
	Iteration 15Q: 3 clusters Score -2.652648e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 203755 members 
Entering Unmasked Estep 
Score: -26526704.000000 Penalty: 6093.724121
	Iteration 16Q: 3 clusters Score -2.65267e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 204591 members 
Entering Unmasked Estep 
Score: -26526870.000000 Penalty: 6093.724121
	Iteration 17Q: 3 clusters Score -2.652687e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 205349 members 
Entering Unmasked Estep 
Score: -26526962.000000 Penalty: 6093.724121
	Iteration 18Q: 3 clusters Score -2.652696e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 206001 members 
Entering Unmasked Estep 
Score: -26527066.000000 Penalty: 6093.724121
	Iteration 19Q: 3 clusters Score -2.652707e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 206562 members 
Entering Unmasked Estep 
Score: -26527134.000000 Penalty: 6093.724121
	Iteration 20F: 3 clusters Score -2.652713e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 207031 members 
Entering Unmasked Estep 
Score: -26527192.000000 Penalty: 6093.724121
	Iteration 21Q: 3 clusters Score -2.652719e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 207454 members 
Entering Unmasked Estep 
Score: -26527172.000000 Penalty: 6093.724121
	Iteration 22Q: 3 clusters Score -2.652717e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 207824 members 
Entering Unmasked Estep 
Score: -26527182.000000 Penalty: 6093.724121
	Iteration 23Q: 3 clusters Score -2.652718e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 208180 members 
Entering Unmasked Estep 
Score: -26527220.000000 Penalty: 6093.724121
	Iteration 24Q: 3 clusters Score -2.652722e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 208522 members 
Entering Unmasked Estep 
Score: -26527320.000000 Penalty: 6093.724121
	Iteration 25Q: 3 clusters Score -2.652732e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 208824 members 
Entering Unmasked Estep 
Score: -26527336.000000 Penalty: 6093.724121
	Iteration 26Q: 3 clusters Score -2.652734e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 209084 members 
Entering Unmasked Estep 
Score: -26527358.000000 Penalty: 6093.724121
	Iteration 27Q: 3 clusters Score -2.652736e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 209297 members 
Entering Unmasked Estep 
Score: -26527406.000000 Penalty: 6093.724121
	Iteration 28Q: 3 clusters Score -2.652741e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 209475 members 
Entering Unmasked Estep 
Score: -26527436.000000 Penalty: 6093.724121
	Iteration 29Q: 3 clusters Score -2.652744e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 209639 members 
Entering Unmasked Estep 
Score: -26527414.000000 Penalty: 6093.724121
	Iteration 30Q: 3 clusters Score -2.652741e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 209774 members 
Entering Unmasked Estep 
Score: -26527430.000000 Penalty: 6093.724121
	Iteration 31Q: 3 clusters Score -2.652743e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 209897 members 
Entering Unmasked Estep 
Score: -26527462.000000 Penalty: 6093.724121
	Iteration 32Q: 3 clusters Score -2.652746e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 210018 members 
Entering Unmasked Estep 
Score: -26527480.000000 Penalty: 6093.724121
	Iteration 33Q: 3 clusters Score -2.652748e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 210127 members 
Entering Unmasked Estep 
Score: -26527482.000000 Penalty: 6093.724121
	Iteration 34Q: 3 clusters Score -2.652748e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 210236 members 
Entering Unmasked Estep 
Score: -26527480.000000 Penalty: 6093.724121
	Iteration 35Q: 3 clusters Score -2.652748e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 210328 members 
Entering Unmasked Estep 
Score: -26527480.000000 Penalty: 6093.724121
	Iteration 36Q: 3 clusters Score -2.652748e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 210410 members 
Entering Unmasked Estep 
Score: -26527486.000000 Penalty: 6093.724121
	Iteration 37Q: 3 clusters Score -2.652749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 210486 members 
Entering Unmasked Estep 
Score: -26527474.000000 Penalty: 6093.724121
	Iteration 38Q: 3 clusters Score -2.652747e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 210550 members 
Entering Unmasked Estep 
Score: -26527476.000000 Penalty: 6093.724121
	Iteration 39Q: 3 clusters Score -2.652748e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 210620 members 
Entering Unmasked Estep 
Score: -26527452.000000 Penalty: 6093.724121
	Iteration 40F: 3 clusters Score -2.652745e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 210675 members 
Entering Unmasked Estep 
Score: -26527424.000000 Penalty: 6093.724121
	Iteration 41Q: 3 clusters Score -2.652742e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 210728 members 
Entering Unmasked Estep 
Score: -26527432.000000 Penalty: 6093.724121
	Iteration 42Q: 3 clusters Score -2.652743e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 210771 members 
Entering Unmasked Estep 
Score: -26527404.000000 Penalty: 6093.724121
	Iteration 43Q: 3 clusters Score -2.65274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 210815 members 
Entering Unmasked Estep 
Score: -26527390.000000 Penalty: 6093.724121
	Iteration 44Q: 3 clusters Score -2.652739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 210852 members 
Entering Unmasked Estep 
Score: -26527412.000000 Penalty: 6093.724121
	Iteration 45Q: 3 clusters Score -2.652741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 210877 members 
Entering Unmasked Estep 
Score: -26527426.000000 Penalty: 6093.724121
	Iteration 46Q: 3 clusters Score -2.652743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 210904 members 
Entering Unmasked Estep 
Score: -26527442.000000 Penalty: 6093.724121
	Iteration 47Q: 3 clusters Score -2.652744e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 210933 members 
Entering Unmasked Estep 
Score: -26527428.000000 Penalty: 6093.724121
	Iteration 48Q: 3 clusters Score -2.652743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 210962 members 
Entering Unmasked Estep 
Score: -26527418.000000 Penalty: 6093.724121
	Iteration 49Q: 3 clusters Score -2.652742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 210988 members 
Entering Unmasked Estep 
Score: -26527416.000000 Penalty: 6093.724121
	Iteration 50Q: 3 clusters Score -2.652742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 211010 members 
Entering Unmasked Estep 
Score: -26527410.000000 Penalty: 6093.724121
	Iteration 51Q: 3 clusters Score -2.652741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 211028 members 
Entering Unmasked Estep 
Score: -26527420.000000 Penalty: 6093.724121
	Iteration 52Q: 3 clusters Score -2.652742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 211051 members 
Entering Unmasked Estep 
Score: -26527404.000000 Penalty: 6093.724121
	Iteration 53Q: 3 clusters Score -2.65274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 211070 members 
Entering Unmasked Estep 
Score: -26527414.000000 Penalty: 6093.724121
	Iteration 54Q: 3 clusters Score -2.652741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 211083 members 
Entering Unmasked Estep 
Score: -26527418.000000 Penalty: 6093.724121
	Iteration 55Q: 3 clusters Score -2.652742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 211089 members 
Entering Unmasked Estep 
Score: -26527418.000000 Penalty: 6093.724121
	Iteration 56Q: 3 clusters Score -2.652742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 211094 members 
Entering Unmasked Estep 
Score: -26527434.000000 Penalty: 6093.724121
	Iteration 57Q: 3 clusters Score -2.652743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 211099 members 
Entering Unmasked Estep 
Score: -26527418.000000 Penalty: 6093.724121
	Iteration 58Q: 3 clusters Score -2.652742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 211103 members 
Entering Unmasked Estep 
Score: -26527422.000000 Penalty: 6093.724121
	Iteration 59Q: 3 clusters Score -2.652742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -26527416.000000 Penalty: 6093.724121
	Iteration 60F: 3 clusters Score -2.652742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 211108 members 
Entering Unmasked Estep 
Score: -26527426.000000 Penalty: 6093.724121
	Iteration 61Q: 3 clusters Score -2.652743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 211112 members 
Entering Unmasked Estep 
Score: -26527436.000000 Penalty: 6093.724121
	Iteration 62Q: 3 clusters Score -2.652744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 211117 members 
Entering Unmasked Estep 
Score: -26527416.000000 Penalty: 6093.724121
	Iteration 63Q: 3 clusters Score -2.652742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 211126 members 
Entering Unmasked Estep 
Score: -26527398.000000 Penalty: 6093.724121
	Iteration 64Q: 3 clusters Score -2.65274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 211137 members 
Entering Unmasked Estep 
Score: -26527400.000000 Penalty: 6093.724121
	Iteration 65Q: 3 clusters Score -2.65274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 211149 members 
Entering Unmasked Estep 
Score: -26527398.000000 Penalty: 6093.724121
	Iteration 66Q: 3 clusters Score -2.65274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 211162 members 
Entering Unmasked Estep 
Score: -26527398.000000 Penalty: 6093.724121
	Iteration 67Q: 3 clusters Score -2.65274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 211177 members 
Entering Unmasked Estep 
Score: -26527418.000000 Penalty: 6093.724121
	Iteration 68Q: 3 clusters Score -2.652742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 211192 members 
Entering Unmasked Estep 
Score: -26527412.000000 Penalty: 6093.724121
	Iteration 69Q: 3 clusters Score -2.652741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 211205 members 
Entering Unmasked Estep 
Score: -26527382.000000 Penalty: 6093.724121
	Iteration 70Q: 3 clusters Score -2.652738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 211214 members 
Entering Unmasked Estep 
Score: -26527382.000000 Penalty: 6093.724121
	Iteration 71Q: 3 clusters Score -2.652738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 211223 members 
Entering Unmasked Estep 
Score: -26527394.000000 Penalty: 6093.724121
	Iteration 72Q: 3 clusters Score -2.652739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 211230 members 
Entering Unmasked Estep 
Score: -26527378.000000 Penalty: 6093.724121
	Iteration 73Q: 3 clusters Score -2.652738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 211238 members 
Entering Unmasked Estep 
Score: -26527376.000000 Penalty: 6093.724121
	Iteration 74Q: 3 clusters Score -2.652738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 211242 members 
Entering Unmasked Estep 
Score: -26527354.000000 Penalty: 6093.724121
	Iteration 75Q: 3 clusters Score -2.652735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 211246 members 
Entering Unmasked Estep 
Score: -26527384.000000 Penalty: 6093.724121
	Iteration 76Q: 3 clusters Score -2.652738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 211248 members 
Entering Unmasked Estep 
Score: -26527376.000000 Penalty: 6093.724121
	Iteration 77Q: 3 clusters Score -2.652738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 211252 members 
Entering Unmasked Estep 
Score: -26527380.000000 Penalty: 6093.724121
	Iteration 78Q: 3 clusters Score -2.652738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 211255 members 
Entering Unmasked Estep 
Score: -26527376.000000 Penalty: 6093.724121
	Iteration 79Q: 3 clusters Score -2.652738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 211257 members 
Entering Unmasked Estep 
Score: -26527384.000000 Penalty: 6093.724121
	Iteration 80F: 3 clusters Score -2.652738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 211258 members 
Entering Unmasked Estep 
Score: -26527372.000000 Penalty: 6093.724121
	Iteration 81Q: 3 clusters Score -2.652737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 211259 members 
Entering Unmasked Estep 
Score: -26527368.000000 Penalty: 6093.724121
	Iteration 82Q: 3 clusters Score -2.652737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 211262 members 
Entering Unmasked Estep 
Score: -26527354.000000 Penalty: 6093.724121
	Iteration 83Q: 3 clusters Score -2.652735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 211265 members 
Entering Unmasked Estep 
Score: -26527362.000000 Penalty: 6093.724121
	Iteration 84Q: 3 clusters Score -2.652736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 211266 members 
Entering Unmasked Estep 
Score: -26527358.000000 Penalty: 6093.724121
	Iteration 85Q: 3 clusters Score -2.652736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 211268 members 
Entering Unmasked Estep 
Score: -26527360.000000 Penalty: 6093.724121
	Iteration 86Q: 3 clusters Score -2.652736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 211268 members 
Entering Unmasked Estep 
Score: -26527360.000000 Penalty: 6093.724121
	Iteration 87F: 3 clusters Score -2.652736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122605.023438 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120604.539062 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120604.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121092.859375 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -121092.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121336.062500 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121336.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121599.507812 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -121599.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -121841.148438 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -121841.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -122054.953125 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -122055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -122166.226562 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -122166.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -122271.539062 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -122271.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -122309.195312 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -122309.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -122330.000000 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -122330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -122349.015625 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -122349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -122364.695312 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -122364.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -122390.671875 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -122390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122419.890625 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -122419.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122441.023438 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -122441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -122452.085938 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -122452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -122453.953125 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -122454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -122457.093750 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -122457.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122457.406250 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -122457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122458.007812 Penalty: 3507.921387
	Iteration 19F: 3 clusters Score -122458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -122459.546875 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -122459.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (198049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198049 members 
Entering Unmasked Estep 
Score: -24219108.000000 Penalty: 3024.675049
	Iteration 0F: 2 clusters Score -2.421911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -24090178.000000 Penalty: 6049.350098
	Iteration 0F: 3 clusters Score -2.409018e+07 nChanged 95485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -24145904.000000 Penalty: 6049.350098
	Iteration 1F: 3 clusters Score -2.41459e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -24146654.000000 Penalty: 6049.350098
	Iteration 2Q: 3 clusters Score -2.414665e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104869 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -24147660.000000 Penalty: 6049.350098
	Iteration 3Q: 3 clusters Score -2.414766e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -24149160.000000 Penalty: 6049.350098
	Iteration 4Q: 3 clusters Score -2.414916e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -24151204.000000 Penalty: 6049.350098
	Iteration 5Q: 3 clusters Score -2.41512e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -24154596.000000 Penalty: 6049.350098
	Iteration 6Q: 3 clusters Score -2.41546e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -24161054.000000 Penalty: 6049.350098
	Iteration 7F: 3 clusters Score -2.416105e+07 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145832 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -24171940.000000 Penalty: 6049.350098
	Iteration 8F: 3 clusters Score -2.417194e+07 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -24187044.000000 Penalty: 6049.350098
	Iteration 9F: 3 clusters Score -2.418704e+07 nChanged 16022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178417 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -24201836.000000 Penalty: 6049.350098
	Iteration 10F: 3 clusters Score -2.420184e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189418 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -24210902.000000 Penalty: 6049.350098
	Iteration 11F: 3 clusters Score -2.42109e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194693 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -24214586.000000 Penalty: 6049.350098
	Iteration 12Q: 3 clusters Score -2.421459e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -24215864.000000 Penalty: 6049.350098
	Iteration 13Q: 3 clusters Score -2.421586e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197274 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -24216302.000000 Penalty: 6049.350098
	Iteration 14Q: 3 clusters Score -2.42163e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197457 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -24216414.000000 Penalty: 6049.350098
	Iteration 15Q: 3 clusters Score -2.421641e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197545 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -24216462.000000 Penalty: 6049.350098
	Iteration 16Q: 3 clusters Score -2.421646e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197595 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -24216536.000000 Penalty: 6049.350098
	Iteration 17Q: 3 clusters Score -2.421654e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197617 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24216578.000000 Penalty: 6049.350098
	Iteration 18Q: 3 clusters Score -2.421658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197639 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -24216592.000000 Penalty: 6049.350098
	Iteration 19Q: 3 clusters Score -2.421659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197650 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -24216614.000000 Penalty: 6049.350098
	Iteration 20F: 3 clusters Score -2.421661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197658 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24216624.000000 Penalty: 6049.350098
	Iteration 21Q: 3 clusters Score -2.421662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24216630.000000 Penalty: 6049.350098
	Iteration 22Q: 3 clusters Score -2.421663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -24216628.000000 Penalty: 6049.350098
	Iteration 23Q: 3 clusters Score -2.421663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197660 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -24216628.000000 Penalty: 6049.350098
	Iteration 24Q: 3 clusters Score -2.421663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197662 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24216642.000000 Penalty: 6049.350098
	Iteration 25Q: 3 clusters Score -2.421664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197662 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24216642.000000 Penalty: 6049.350098
	Iteration 26F: 3 clusters Score -2.421664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Entering Unmasked Estep 
Score: -6227578.000000 Penalty: 2684.803467
	Iteration 0F: 2 clusters Score -6227578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -6193799.500000 Penalty: 5369.606934
	Iteration 0F: 3 clusters Score -6193800 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -6206679.500000 Penalty: 5369.606934
	Iteration 1F: 3 clusters Score -6206680 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -6207182.500000 Penalty: 5369.606934
	Iteration 2Q: 3 clusters Score -6207182 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -6207607.000000 Penalty: 5369.606934
	Iteration 3Q: 3 clusters Score -6207607 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -6208026.500000 Penalty: 5369.606934
	Iteration 4Q: 3 clusters Score -6208026 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -6208402.000000 Penalty: 5369.606934
	Iteration 5Q: 3 clusters Score -6208402 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6208830.000000 Penalty: 5369.606934
	Iteration 6Q: 3 clusters Score -6208830 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6209413.000000 Penalty: 5369.606934
	Iteration 7Q: 3 clusters Score -6209413 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6210191.000000 Penalty: 5369.606934
	Iteration 8Q: 3 clusters Score -6210191 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -6211449.500000 Penalty: 5369.606934
	Iteration 9Q: 3 clusters Score -6211450 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -6213577.000000 Penalty: 5369.606934
	Iteration 10F: 3 clusters Score -6213577 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -6216486.000000 Penalty: 5369.606934
	Iteration 11F: 3 clusters Score -6216486 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -6219824.500000 Penalty: 5369.606934
	Iteration 12F: 3 clusters Score -6219824 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6222633.500000 Penalty: 5369.606934
	Iteration 13F: 3 clusters Score -6222634 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -6224352.000000 Penalty: 5369.606934
	Iteration 14Q: 3 clusters Score -6224352 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -6225203.500000 Penalty: 5369.606934
	Iteration 15Q: 3 clusters Score -6225204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6225585.500000 Penalty: 5369.606934
	Iteration 16Q: 3 clusters Score -6225586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -6225764.500000 Penalty: 5369.606934
	Iteration 17Q: 3 clusters Score -6225764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6225850.500000 Penalty: 5369.606934
	Iteration 18Q: 3 clusters Score -6225850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -6225894.000000 Penalty: 5369.606934
	Iteration 19Q: 3 clusters Score -6225894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -6225909.500000 Penalty: 5369.606934
	Iteration 20F: 3 clusters Score -6225910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -6225923.000000 Penalty: 5369.606934
	Iteration 21Q: 3 clusters Score -6225923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -6225934.500000 Penalty: 5369.606934
	Iteration 22Q: 3 clusters Score -6225934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -6225950.500000 Penalty: 5369.606934
	Iteration 23Q: 3 clusters Score -6225950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -6225964.000000 Penalty: 5369.606934
	Iteration 24Q: 3 clusters Score -6225964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6225972.500000 Penalty: 5369.606934
	Iteration 25Q: 3 clusters Score -6225972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -6225980.500000 Penalty: 5369.606934
	Iteration 26Q: 3 clusters Score -6225980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -6225979.000000 Penalty: 5369.606934
	Iteration 27Q: 3 clusters Score -6225979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -6225979.500000 Penalty: 5369.606934
	Iteration 28Q: 3 clusters Score -6225980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -6225982.000000 Penalty: 5369.606934
	Iteration 29Q: 3 clusters Score -6225982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -6225979.500000 Penalty: 5369.606934
	Iteration 30Q: 3 clusters Score -6225980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -6225979.500000 Penalty: 5369.606934
	Iteration 31F: 3 clusters Score -6225980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76314 members 
Entering Unmasked Estep 
Score: -9436474.000000 Penalty: 2788.167725
	Iteration 0F: 2 clusters Score -9436474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -9385281.000000 Penalty: 5576.335449
	Iteration 0F: 3 clusters Score -9385281 nChanged 35808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -9406613.000000 Penalty: 5576.335449
	Iteration 1F: 3 clusters Score -9406613 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -9408692.000000 Penalty: 5576.335449
	Iteration 2F: 3 clusters Score -9408692 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -9412088.000000 Penalty: 5576.335449
	Iteration 3F: 3 clusters Score -9412088 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -9417020.000000 Penalty: 5576.335449
	Iteration 4F: 3 clusters Score -9417020 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -9422589.000000 Penalty: 5576.335449
	Iteration 5F: 3 clusters Score -9422589 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -9427518.000000 Penalty: 5576.335449
	Iteration 6F: 3 clusters Score -9427518 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -9430849.000000 Penalty: 5576.335449
	Iteration 7Q: 3 clusters Score -9430849 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9432446.000000 Penalty: 5576.335449
	Iteration 8Q: 3 clusters Score -9432446 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -9433191.000000 Penalty: 5576.335449
	Iteration 9Q: 3 clusters Score -9433191 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -9433553.000000 Penalty: 5576.335449
	Iteration 10Q: 3 clusters Score -9433553 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9433835.000000 Penalty: 5576.335449
	Iteration 11Q: 3 clusters Score -9433835 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -9433998.000000 Penalty: 5576.335449
	Iteration 12Q: 3 clusters Score -9433998 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -9434113.000000 Penalty: 5576.335449
	Iteration 13Q: 3 clusters Score -9434113 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -9434211.000000 Penalty: 5576.335449
	Iteration 14Q: 3 clusters Score -9434211 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 72432 members 
Entering Unmasked Estep 
Score: -9434274.000000 Penalty: 5576.335449
	Iteration 15Q: 3 clusters Score -9434274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -9434332.000000 Penalty: 5576.335449
	Iteration 16Q: 3 clusters Score -9434332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -9434362.000000 Penalty: 5576.335449
	Iteration 17Q: 3 clusters Score -9434362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -9434413.000000 Penalty: 5576.335449
	Iteration 18Q: 3 clusters Score -9434413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -9434461.000000 Penalty: 5576.335449
	Iteration 19Q: 3 clusters Score -9434461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -9434486.000000 Penalty: 5576.335449
	Iteration 20F: 3 clusters Score -9434486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -9434481.000000 Penalty: 5576.335449
	Iteration 21Q: 3 clusters Score -9434481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 73263 members 
Entering Unmasked Estep 
Score: -9434511.000000 Penalty: 5576.335449
	Iteration 22Q: 3 clusters Score -9434511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -9434509.000000 Penalty: 5576.335449
	Iteration 23Q: 3 clusters Score -9434509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -9434533.000000 Penalty: 5576.335449
	Iteration 24Q: 3 clusters Score -9434533 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -9434543.000000 Penalty: 5576.335449
	Iteration 25Q: 3 clusters Score -9434543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -9434544.000000 Penalty: 5576.335449
	Iteration 26Q: 3 clusters Score -9434544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -9434541.000000 Penalty: 5576.335449
	Iteration 27Q: 3 clusters Score -9434541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -9434548.000000 Penalty: 5576.335449
	Iteration 28Q: 3 clusters Score -9434548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -9434539.000000 Penalty: 5576.335449
	Iteration 29Q: 3 clusters Score -9434539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -9434557.000000 Penalty: 5576.335449
	Iteration 30Q: 3 clusters Score -9434557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -9434562.000000 Penalty: 5576.335449
	Iteration 31Q: 3 clusters Score -9434562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -9434561.000000 Penalty: 5576.335449
	Iteration 32Q: 3 clusters Score -9434561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -9434555.000000 Penalty: 5576.335449
	Iteration 33Q: 3 clusters Score -9434555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -9434565.000000 Penalty: 5576.335449
	Iteration 34Q: 3 clusters Score -9434565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -9434577.000000 Penalty: 5576.335449
	Iteration 35Q: 3 clusters Score -9434577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -9434584.000000 Penalty: 5576.335449
	Iteration 36Q: 3 clusters Score -9434584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 73747 members 
Entering Unmasked Estep 
Score: -9434589.000000 Penalty: 5576.335449
	Iteration 37Q: 3 clusters Score -9434589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -9434605.000000 Penalty: 5576.335449
	Iteration 38Q: 3 clusters Score -9434605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -9434601.000000 Penalty: 5576.335449
	Iteration 39Q: 3 clusters Score -9434601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -9434608.000000 Penalty: 5576.335449
	Iteration 40F: 3 clusters Score -9434608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -9434619.000000 Penalty: 5576.335449
	Iteration 41Q: 3 clusters Score -9434619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9434611.000000 Penalty: 5576.335449
	Iteration 42Q: 3 clusters Score -9434611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -9434607.000000 Penalty: 5576.335449
	Iteration 43Q: 3 clusters Score -9434607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -9434617.000000 Penalty: 5576.335449
	Iteration 44Q: 3 clusters Score -9434617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
Score: -9434613.000000 Penalty: 5576.335449
	Iteration 45Q: 3 clusters Score -9434613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -9434609.000000 Penalty: 5576.335449
	Iteration 46Q: 3 clusters Score -9434609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -9434616.000000 Penalty: 5576.335449
	Iteration 47Q: 3 clusters Score -9434616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -9434618.000000 Penalty: 5576.335449
	Iteration 48Q: 3 clusters Score -9434618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -9434625.000000 Penalty: 5576.335449
	Iteration 49Q: 3 clusters Score -9434625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -9434628.000000 Penalty: 5576.335449
	Iteration 50Q: 3 clusters Score -9434628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -9434625.000000 Penalty: 5576.335449
	Iteration 51Q: 3 clusters Score -9434625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -9434630.000000 Penalty: 5576.335449
	Iteration 52Q: 3 clusters Score -9434630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -9434619.000000 Penalty: 5576.335449
	Iteration 53Q: 3 clusters Score -9434619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -9434623.000000 Penalty: 5576.335449
	Iteration 54Q: 3 clusters Score -9434623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -9434628.000000 Penalty: 5576.335449
	Iteration 55Q: 3 clusters Score -9434628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -9434639.000000 Penalty: 5576.335449
	Iteration 56Q: 3 clusters Score -9434639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -9434644.000000 Penalty: 5576.335449
	Iteration 57Q: 3 clusters Score -9434644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -9434661.000000 Penalty: 5576.335449
	Iteration 58Q: 3 clusters Score -9434661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -9434650.000000 Penalty: 5576.335449
	Iteration 59Q: 3 clusters Score -9434650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -9434650.000000 Penalty: 5576.335449
	Iteration 60F: 3 clusters Score -9434650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -9434652.000000 Penalty: 5576.335449
	Iteration 61Q: 3 clusters Score -9434652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -9434657.000000 Penalty: 5576.335449
	Iteration 62Q: 3 clusters Score -9434657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -9434656.000000 Penalty: 5576.335449
	Iteration 63Q: 3 clusters Score -9434656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -9434662.000000 Penalty: 5576.335449
	Iteration 64Q: 3 clusters Score -9434662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -9434656.000000 Penalty: 5576.335449
	Iteration 65Q: 3 clusters Score -9434656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 74028 members 
Entering Unmasked Estep 
Score: -9434665.000000 Penalty: 5576.335449
	Iteration 66Q: 3 clusters Score -9434665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -9434675.000000 Penalty: 5576.335449
	Iteration 67Q: 3 clusters Score -9434675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9434674.000000 Penalty: 5576.335449
	Iteration 68Q: 3 clusters Score -9434674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -9434672.000000 Penalty: 5576.335449
	Iteration 69Q: 3 clusters Score -9434672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -9434675.000000 Penalty: 5576.335449
	Iteration 70Q: 3 clusters Score -9434675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -9434671.000000 Penalty: 5576.335449
	Iteration 71Q: 3 clusters Score -9434671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -9434673.000000 Penalty: 5576.335449
	Iteration 72Q: 3 clusters Score -9434673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -9434666.000000 Penalty: 5576.335449
	Iteration 73Q: 3 clusters Score -9434666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -9434677.000000 Penalty: 5576.335449
	Iteration 74Q: 3 clusters Score -9434677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -9434667.000000 Penalty: 5576.335449
	Iteration 75Q: 3 clusters Score -9434667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -9434667.000000 Penalty: 5576.335449
	Iteration 76Q: 3 clusters Score -9434667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -9434671.000000 Penalty: 5576.335449
	Iteration 77Q: 3 clusters Score -9434671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -9434667.000000 Penalty: 5576.335449
	Iteration 78Q: 3 clusters Score -9434667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -9434667.000000 Penalty: 5576.335449
	Iteration 79F: 3 clusters Score -9434667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (164727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Entering Unmasked Estep 
Score: -20388002.000000 Penalty: 2978.987061
	Iteration 0F: 2 clusters Score -2.0388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -20279098.000000 Penalty: 5957.974121
	Iteration 0F: 3 clusters Score -2.02791e+07 nChanged 79012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -20324850.000000 Penalty: 5957.974121
	Iteration 1F: 3 clusters Score -2.032485e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -20325444.000000 Penalty: 5957.974121
	Iteration 2Q: 3 clusters Score -2.032544e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -20326440.000000 Penalty: 5957.974121
	Iteration 3Q: 3 clusters Score -2.032644e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72474 members 
Mstep: Class 2 contains 92253 members 
Entering Unmasked Estep 
Score: -20327912.000000 Penalty: 5957.974121
	Iteration 4Q: 3 clusters Score -2.032791e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 97639 members 
Entering Unmasked Estep 
Score: -20330412.000000 Penalty: 5957.974121
	Iteration 5Q: 3 clusters Score -2.033041e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -20334978.000000 Penalty: 5957.974121
	Iteration 6F: 3 clusters Score -2.033498e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -20343456.000000 Penalty: 5957.974121
	Iteration 7F: 3 clusters Score -2.034346e+07 nChanged 14387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 131170 members 
Entering Unmasked Estep 
Score: -20355874.000000 Penalty: 5957.974121
	Iteration 8F: 3 clusters Score -2.035587e+07 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 145093 members 
Entering Unmasked Estep 
Score: -20369958.000000 Penalty: 5957.974121
	Iteration 9F: 3 clusters Score -2.036996e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -20379478.000000 Penalty: 5957.974121
	Iteration 10F: 3 clusters Score -2.037948e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 159544 members 
Entering Unmasked Estep 
Score: -20383734.000000 Penalty: 5957.974121
	Iteration 11Q: 3 clusters Score -2.038373e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 161391 members 
Entering Unmasked Estep 
Score: -20385236.000000 Penalty: 5957.974121
	Iteration 12Q: 3 clusters Score -2.038524e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -20385802.000000 Penalty: 5957.974121
	Iteration 13Q: 3 clusters Score -2.03858e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -20386094.000000 Penalty: 5957.974121
	Iteration 14Q: 3 clusters Score -2.038609e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -20386196.000000 Penalty: 5957.974121
	Iteration 15Q: 3 clusters Score -2.03862e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 162819 members 
Entering Unmasked Estep 
Score: -20386252.000000 Penalty: 5957.974121
	Iteration 16Q: 3 clusters Score -2.038625e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 162904 members 
Entering Unmasked Estep 
Score: -20386270.000000 Penalty: 5957.974121
	Iteration 17Q: 3 clusters Score -2.038627e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 162951 members 
Entering Unmasked Estep 
Score: -20386260.000000 Penalty: 5957.974121
	Iteration 18Q: 3 clusters Score -2.038626e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 162986 members 
Entering Unmasked Estep 
Score: -20386280.000000 Penalty: 5957.974121
	Iteration 19Q: 3 clusters Score -2.038628e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -20386284.000000 Penalty: 5957.974121
	Iteration 20F: 3 clusters Score -2.038628e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 163053 members 
Entering Unmasked Estep 
Score: -20386286.000000 Penalty: 5957.974121
	Iteration 21Q: 3 clusters Score -2.038629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 163074 members 
Entering Unmasked Estep 
Score: -20386322.000000 Penalty: 5957.974121
	Iteration 22Q: 3 clusters Score -2.038632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 163093 members 
Entering Unmasked Estep 
Score: -20386284.000000 Penalty: 5957.974121
	Iteration 23Q: 3 clusters Score -2.038628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -20386294.000000 Penalty: 5957.974121
	Iteration 24Q: 3 clusters Score -2.038629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -20386292.000000 Penalty: 5957.974121
	Iteration 25Q: 3 clusters Score -2.038629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -20386308.000000 Penalty: 5957.974121
	Iteration 26Q: 3 clusters Score -2.038631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -20386322.000000 Penalty: 5957.974121
	Iteration 27Q: 3 clusters Score -2.038632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -20386322.000000 Penalty: 5957.974121
	Iteration 28Q: 3 clusters Score -2.038632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -20386316.000000 Penalty: 5957.974121
	Iteration 29Q: 3 clusters Score -2.038632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 163127 members 
Entering Unmasked Estep 
Score: -20386330.000000 Penalty: 5957.974121
	Iteration 30Q: 3 clusters Score -2.038633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 163134 members 
Entering Unmasked Estep 
Score: -20386340.000000 Penalty: 5957.974121
	Iteration 31Q: 3 clusters Score -2.038634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -20386332.000000 Penalty: 5957.974121
	Iteration 32Q: 3 clusters Score -2.038633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -20386318.000000 Penalty: 5957.974121
	Iteration 33Q: 3 clusters Score -2.038632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -20386302.000000 Penalty: 5957.974121
	Iteration 34Q: 3 clusters Score -2.03863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -20386302.000000 Penalty: 5957.974121
	Iteration 35Q: 3 clusters Score -2.03863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -20386296.000000 Penalty: 5957.974121
	Iteration 36Q: 3 clusters Score -2.03863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -20386300.000000 Penalty: 5957.974121
	Iteration 37Q: 3 clusters Score -2.03863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -20386318.000000 Penalty: 5957.974121
	Iteration 38Q: 3 clusters Score -2.038632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 163162 members 
Entering Unmasked Estep 
Score: -20386306.000000 Penalty: 5957.974121
	Iteration 39Q: 3 clusters Score -2.038631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -20386314.000000 Penalty: 5957.974121
	Iteration 40F: 3 clusters Score -2.038631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -20386310.000000 Penalty: 5957.974121
	Iteration 41Q: 3 clusters Score -2.038631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 163184 members 
Entering Unmasked Estep 
Score: -20386300.000000 Penalty: 5957.974121
	Iteration 42Q: 3 clusters Score -2.03863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -20386298.000000 Penalty: 5957.974121
	Iteration 43Q: 3 clusters Score -2.03863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -20386306.000000 Penalty: 5957.974121
	Iteration 44Q: 3 clusters Score -2.038631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -20386312.000000 Penalty: 5957.974121
	Iteration 45Q: 3 clusters Score -2.038631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -20386310.000000 Penalty: 5957.974121
	Iteration 46Q: 3 clusters Score -2.038631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -20386328.000000 Penalty: 5957.974121
	Iteration 47Q: 3 clusters Score -2.038633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -20386320.000000 Penalty: 5957.974121
	Iteration 48Q: 3 clusters Score -2.038632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -20386312.000000 Penalty: 5957.974121
	Iteration 49Q: 3 clusters Score -2.038631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -20386322.000000 Penalty: 5957.974121
	Iteration 50Q: 3 clusters Score -2.038632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -20386322.000000 Penalty: 5957.974121
	Iteration 51Q: 3 clusters Score -2.038632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 163203 members 
Entering Unmasked Estep 
Score: -20386312.000000 Penalty: 5957.974121
	Iteration 52Q: 3 clusters Score -2.038631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -20386320.000000 Penalty: 5957.974121
	Iteration 53Q: 3 clusters Score -2.038632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -20386304.000000 Penalty: 5957.974121
	Iteration 54Q: 3 clusters Score -2.03863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 163211 members 
Entering Unmasked Estep 
Score: -20386308.000000 Penalty: 5957.974121
	Iteration 55Q: 3 clusters Score -2.038631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -20386322.000000 Penalty: 5957.974121
	Iteration 56Q: 3 clusters Score -2.038632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20386310.000000 Penalty: 5957.974121
	Iteration 57Q: 3 clusters Score -2.038631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -20386312.000000 Penalty: 5957.974121
	Iteration 58Q: 3 clusters Score -2.038631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20386314.000000 Penalty: 5957.974121
	Iteration 59Q: 3 clusters Score -2.038631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -20386314.000000 Penalty: 5957.974121
	Iteration 60F: 3 clusters Score -2.038631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -20386310.000000 Penalty: 5957.974121
	Iteration 61Q: 3 clusters Score -2.038631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -20386312.000000 Penalty: 5957.974121
	Iteration 62Q: 3 clusters Score -2.038631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -20386320.000000 Penalty: 5957.974121
	Iteration 63Q: 3 clusters Score -2.038632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -20386312.000000 Penalty: 5957.974121
	Iteration 64Q: 3 clusters Score -2.038631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -20386320.000000 Penalty: 5957.974121
	Iteration 65Q: 3 clusters Score -2.038632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -20386320.000000 Penalty: 5957.974121
	Iteration 66F: 3 clusters Score -2.038632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -80891.015625 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -80891.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79179.179688 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -79179.18 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79426.367188 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -79426.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79501.781250 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -79501.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79551.898438 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -79551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79633.460938 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -79633.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79801.382812 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -79801.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80080.882812 Penalty: 3265.371094
	Iteration 6F: 3 clusters Score -80080.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80223.250000 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -80223.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80294.570312 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -80294.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80313.851562 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -80313.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80320.703125 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -80320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80330.648438 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -80330.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80334.742188 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -80334.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80339.476562 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -80339.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80340.375000 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -80340.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80340.375000 Penalty: 3265.371094
	Iteration 15F: 3 clusters Score -80340.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -165638.953125 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -165639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -163412.062500 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -163412.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163762.281250 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -163762.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -163851.906250 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -163851.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -163894.656250 Penalty: 3586.000000
	Iteration 3Q: 3 clusters Score -163894.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -163932.343750 Penalty: 3586.000000
	Iteration 4Q: 3 clusters Score -163932.3 nChanged 24
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: -163955.281250 Penalty: 3586.000000
	Iteration 5Q: 3 clusters Score -163955.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163977.109375 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -163977.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -163990.484375 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -163990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -163999.406250 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -163999.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164012.828125 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -164012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -164021.750000 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -164021.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164025.796875 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -164025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164028.234375 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -164028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164029.437500 Penalty: 3586.000000
	Iteration 13Q: 3 clusters Score -164029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164030.687500 Penalty: 3586.000000
	Iteration 14Q: 3 clusters Score -164030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164031.593750 Penalty: 3586.000000
	Iteration 15Q: 3 clusters Score -164031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164031.593750 Penalty: 3586.000000
	Iteration 16F: 3 clusters Score -164031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174311 members 
Mstep: Class 2 contains 162861 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17701 members 
Mstep: Class 5 contains 118737 members 
Mstep: Class 6 contains 111996 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4784 members 
Mstep: Class 9 contains 76198 members 
Mstep: Class 10 contains 18721 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15632 members 
Mstep: Class 16 contains 163532 members 
Mstep: Class 17 contains 13669 members 
Mstep: Class 18 contains 216584 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198049 members 
Mstep: Class 21 contains 50303 members 
Mstep: Class 22 contains 76314 members 
Mstep: Class 23 contains 164727 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 319Q: 26 clusters Score -1.947285e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174310 members 
Mstep: Class 2 contains 162862 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17711 members 
Mstep: Class 5 contains 118648 members 
Mstep: Class 6 contains 112015 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4785 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 18711 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15618 members 
Mstep: Class 16 contains 163535 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 216648 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198051 members 
Mstep: Class 21 contains 50306 members 
Mstep: Class 22 contains 76315 members 
Mstep: Class 23 contains 164737 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728624.000000 Penalty: 88616.031250
Iteration 320F: 26 clusters Score -1.947286e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174308 members 
Mstep: Class 2 contains 162867 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17718 members 
Mstep: Class 5 contains 118543 members 
Mstep: Class 6 contains 112038 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 76200 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15606 members 
Mstep: Class 16 contains 163544 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 216704 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198057 members 
Mstep: Class 21 contains 50307 members 
Mstep: Class 22 contains 76316 members 
Mstep: Class 23 contains 164743 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728384.000000 Penalty: 88616.031250
Iteration 321Q: 26 clusters Score -1.947284e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174301 members 
Mstep: Class 2 contains 162872 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17731 members 
Mstep: Class 5 contains 118448 members 
Mstep: Class 6 contains 112063 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 76202 members 
Mstep: Class 10 contains 18720 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15594 members 
Mstep: Class 16 contains 163554 members 
Mstep: Class 17 contains 13665 members 
Mstep: Class 18 contains 216752 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198062 members 
Mstep: Class 21 contains 50307 members 
Mstep: Class 22 contains 76321 members 
Mstep: Class 23 contains 164741 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728416.000000 Penalty: 88616.031250
Iteration 322Q: 26 clusters Score -1.947284e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174295 members 
Mstep: Class 2 contains 162870 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17747 members 
Mstep: Class 5 contains 118382 members 
Mstep: Class 6 contains 112091 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 76199 members 
Mstep: Class 10 contains 18730 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15580 members 
Mstep: Class 16 contains 163557 members 
Mstep: Class 17 contains 13661 members 
Mstep: Class 18 contains 216798 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198062 members 
Mstep: Class 21 contains 50307 members 
Mstep: Class 22 contains 76317 members 
Mstep: Class 23 contains 164738 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728368.000000 Penalty: 88616.031250
Iteration 323Q: 26 clusters Score -1.947284e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174293 members 
Mstep: Class 2 contains 162859 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17758 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 112121 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4786 members 
Mstep: Class 9 contains 76202 members 
Mstep: Class 10 contains 18737 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15568 members 
Mstep: Class 16 contains 163565 members 
Mstep: Class 17 contains 13659 members 
Mstep: Class 18 contains 216844 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198056 members 
Mstep: Class 21 contains 50312 members 
Mstep: Class 22 contains 76313 members 
Mstep: Class 23 contains 164734 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728352.000000 Penalty: 88616.031250
Iteration 324Q: 26 clusters Score -1.947284e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 162857 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 118248 members 
Mstep: Class 6 contains 112151 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 76198 members 
Mstep: Class 10 contains 18730 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15552 members 
Mstep: Class 16 contains 163575 members 
Mstep: Class 17 contains 13657 members 
Mstep: Class 18 contains 216902 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198053 members 
Mstep: Class 21 contains 50315 members 
Mstep: Class 22 contains 76317 members 
Mstep: Class 23 contains 164727 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728304.000000 Penalty: 88616.031250
Iteration 325Q: 26 clusters Score -1.947283e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174294 members 
Mstep: Class 2 contains 162860 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17778 members 
Mstep: Class 5 contains 118197 members 
Mstep: Class 6 contains 112169 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 76198 members 
Mstep: Class 10 contains 18727 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 163580 members 
Mstep: Class 17 contains 13653 members 
Mstep: Class 18 contains 216944 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198038 members 
Mstep: Class 21 contains 50320 members 
Mstep: Class 22 contains 76314 members 
Mstep: Class 23 contains 164720 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 326Q: 26 clusters Score -1.947285e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 162867 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17785 members 
Mstep: Class 5 contains 118152 members 
Mstep: Class 6 contains 112194 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 76198 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15533 members 
Mstep: Class 16 contains 163585 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 216983 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198034 members 
Mstep: Class 21 contains 50320 members 
Mstep: Class 22 contains 76304 members 
Mstep: Class 23 contains 164709 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 327Q: 26 clusters Score -1.947285e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174278 members 
Mstep: Class 2 contains 162865 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17803 members 
Mstep: Class 5 contains 118103 members 
Mstep: Class 6 contains 112218 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 76198 members 
Mstep: Class 10 contains 18731 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15521 members 
Mstep: Class 16 contains 163585 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 217030 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198030 members 
Mstep: Class 21 contains 50316 members 
Mstep: Class 22 contains 76302 members 
Mstep: Class 23 contains 164701 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728752.000000 Penalty: 88616.031250
Iteration 328Q: 26 clusters Score -1.947288e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174270 members 
Mstep: Class 2 contains 162873 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17817 members 
Mstep: Class 5 contains 118048 members 
Mstep: Class 6 contains 112236 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 18739 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5381 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 163586 members 
Mstep: Class 17 contains 13652 members 
Mstep: Class 18 contains 217069 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198018 members 
Mstep: Class 21 contains 50313 members 
Mstep: Class 22 contains 76298 members 
Mstep: Class 23 contains 164696 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728752.000000 Penalty: 88616.031250
Iteration 329Q: 26 clusters Score -1.947288e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174269 members 
Mstep: Class 2 contains 162891 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17825 members 
Mstep: Class 5 contains 117993 members 
Mstep: Class 6 contains 112252 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 76197 members 
Mstep: Class 10 contains 18729 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15524 members 
Mstep: Class 16 contains 163586 members 
Mstep: Class 17 contains 13649 members 
Mstep: Class 18 contains 217112 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 198004 members 
Mstep: Class 21 contains 50315 members 
Mstep: Class 22 contains 76294 members 
Mstep: Class 23 contains 164697 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728976.000000 Penalty: 88616.031250
Iteration 330Q: 26 clusters Score -1.94729e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174262 members 
Mstep: Class 2 contains 162898 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17832 members 
Mstep: Class 5 contains 117941 members 
Mstep: Class 6 contains 112260 members 
Mstep: Class 7 contains 7504 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 76203 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15537 members 
Mstep: Class 16 contains 163592 members 
Mstep: Class 17 contains 13650 members 
Mstep: Class 18 contains 217151 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197982 members 
Mstep: Class 21 contains 50318 members 
Mstep: Class 22 contains 76294 members 
Mstep: Class 23 contains 164702 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728784.000000 Penalty: 88616.031250
Iteration 331Q: 26 clusters Score -1.947288e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174251 members 
Mstep: Class 2 contains 162898 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17842 members 
Mstep: Class 5 contains 117896 members 
Mstep: Class 6 contains 112273 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76206 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15539 members 
Mstep: Class 16 contains 163593 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 217184 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197975 members 
Mstep: Class 21 contains 50314 members 
Mstep: Class 22 contains 76284 members 
Mstep: Class 23 contains 164719 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728880.000000 Penalty: 88616.031250
Iteration 332Q: 26 clusters Score -1.947289e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174250 members 
Mstep: Class 2 contains 162898 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17845 members 
Mstep: Class 5 contains 117859 members 
Mstep: Class 6 contains 112285 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76208 members 
Mstep: Class 10 contains 18706 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15542 members 
Mstep: Class 16 contains 163606 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 217212 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197972 members 
Mstep: Class 21 contains 50312 members 
Mstep: Class 22 contains 76276 members 
Mstep: Class 23 contains 164718 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728592.000000 Penalty: 88616.031250
Iteration 333Q: 26 clusters Score -1.947286e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 162899 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17854 members 
Mstep: Class 5 contains 117813 members 
Mstep: Class 6 contains 112298 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18682 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15536 members 
Mstep: Class 16 contains 163623 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 217259 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197969 members 
Mstep: Class 21 contains 50312 members 
Mstep: Class 22 contains 76270 members 
Mstep: Class 23 contains 164729 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728896.000000 Penalty: 88616.031250
Iteration 334Q: 26 clusters Score -1.947289e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 162910 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17864 members 
Mstep: Class 5 contains 117749 members 
Mstep: Class 6 contains 112305 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76207 members 
Mstep: Class 10 contains 18693 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15535 members 
Mstep: Class 16 contains 163632 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 217299 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197961 members 
Mstep: Class 21 contains 50311 members 
Mstep: Class 22 contains 76267 members 
Mstep: Class 23 contains 164726 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728816.000000 Penalty: 88616.031250
Iteration 335Q: 26 clusters Score -1.947288e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174217 members 
Mstep: Class 2 contains 162910 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17878 members 
Mstep: Class 5 contains 117682 members 
Mstep: Class 6 contains 112312 members 
Mstep: Class 7 contains 7502 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76208 members 
Mstep: Class 10 contains 18701 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15531 members 
Mstep: Class 16 contains 163639 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 217341 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197962 members 
Mstep: Class 21 contains 50313 members 
Mstep: Class 22 contains 76263 members 
Mstep: Class 23 contains 164732 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728768.000000 Penalty: 88616.031250
Iteration 336Q: 26 clusters Score -1.947288e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174206 members 
Mstep: Class 2 contains 162915 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17882 members 
Mstep: Class 5 contains 117639 members 
Mstep: Class 6 contains 112321 members 
Mstep: Class 7 contains 7501 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18707 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 15528 members 
Mstep: Class 16 contains 163646 members 
Mstep: Class 17 contains 13650 members 
Mstep: Class 18 contains 217372 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197953 members 
Mstep: Class 21 contains 50311 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164742 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728576.000000 Penalty: 88616.031250
Iteration 337Q: 26 clusters Score -1.947286e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174191 members 
Mstep: Class 2 contains 162921 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 117595 members 
Mstep: Class 6 contains 112329 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76214 members 
Mstep: Class 10 contains 18702 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 15527 members 
Mstep: Class 16 contains 163653 members 
Mstep: Class 17 contains 13649 members 
Mstep: Class 18 contains 217418 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197949 members 
Mstep: Class 21 contains 50314 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164743 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728544.000000 Penalty: 88616.031250
Iteration 338Q: 26 clusters Score -1.947285e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174180 members 
Mstep: Class 2 contains 162932 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 5 contains 117548 members 
Mstep: Class 6 contains 112331 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18708 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 15525 members 
Mstep: Class 16 contains 163656 members 
Mstep: Class 17 contains 13648 members 
Mstep: Class 18 contains 217460 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197941 members 
Mstep: Class 21 contains 50319 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164746 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728592.000000 Penalty: 88616.031250
Iteration 339Q: 26 clusters Score -1.947286e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174164 members 
Mstep: Class 2 contains 162939 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 117506 members 
Mstep: Class 6 contains 112334 members 
Mstep: Class 7 contains 7499 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18722 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6781 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 163657 members 
Mstep: Class 17 contains 13646 members 
Mstep: Class 18 contains 217496 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197925 members 
Mstep: Class 21 contains 50323 members 
Mstep: Class 22 contains 76264 members 
Mstep: Class 23 contains 164754 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728544.000000 Penalty: 88616.031250
Iteration 340F: 26 clusters Score -1.947285e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174149 members 
Mstep: Class 2 contains 162949 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 117473 members 
Mstep: Class 6 contains 112334 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18733 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 15521 members 
Mstep: Class 16 contains 163648 members 
Mstep: Class 17 contains 13645 members 
Mstep: Class 18 contains 217546 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197908 members 
Mstep: Class 21 contains 50323 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164761 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728512.000000 Penalty: 88616.031250
Iteration 341Q: 26 clusters Score -1.947285e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174150 members 
Mstep: Class 2 contains 162948 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 117416 members 
Mstep: Class 6 contains 112338 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76221 members 
Mstep: Class 10 contains 18738 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5375 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15519 members 
Mstep: Class 16 contains 163651 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 217611 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197889 members 
Mstep: Class 21 contains 50324 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164764 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 88616.031250
Iteration 342Q: 26 clusters Score -1.947284e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174147 members 
Mstep: Class 2 contains 162956 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17877 members 
Mstep: Class 5 contains 117371 members 
Mstep: Class 6 contains 112343 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76223 members 
Mstep: Class 10 contains 18731 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15514 members 
Mstep: Class 16 contains 163647 members 
Mstep: Class 17 contains 13645 members 
Mstep: Class 18 contains 217655 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197882 members 
Mstep: Class 21 contains 50326 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164774 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728448.000000 Penalty: 88616.031250
Iteration 343Q: 26 clusters Score -1.947284e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174143 members 
Mstep: Class 2 contains 162962 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17879 members 
Mstep: Class 5 contains 117332 members 
Mstep: Class 6 contains 112348 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76224 members 
Mstep: Class 10 contains 18734 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15515 members 
Mstep: Class 16 contains 163639 members 
Mstep: Class 17 contains 13645 members 
Mstep: Class 18 contains 217689 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197885 members 
Mstep: Class 21 contains 50324 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164777 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728368.000000 Penalty: 88616.031250
Iteration 344Q: 26 clusters Score -1.947284e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174129 members 
Mstep: Class 2 contains 162966 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17879 members 
Mstep: Class 5 contains 117298 members 
Mstep: Class 6 contains 112353 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76223 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163639 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 217720 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197888 members 
Mstep: Class 21 contains 50322 members 
Mstep: Class 22 contains 76254 members 
Mstep: Class 23 contains 164790 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 345Q: 26 clusters Score -1.947282e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174121 members 
Mstep: Class 2 contains 162971 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17879 members 
Mstep: Class 5 contains 117262 members 
Mstep: Class 6 contains 112359 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76225 members 
Mstep: Class 10 contains 18723 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163636 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 217751 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197895 members 
Mstep: Class 21 contains 50319 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164800 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728272.000000 Penalty: 88616.031250
Iteration 346Q: 26 clusters Score -1.947283e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 162975 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 117228 members 
Mstep: Class 6 contains 112359 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76224 members 
Mstep: Class 10 contains 18714 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163634 members 
Mstep: Class 17 contains 13644 members 
Mstep: Class 18 contains 217791 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197897 members 
Mstep: Class 21 contains 50324 members 
Mstep: Class 22 contains 76254 members 
Mstep: Class 23 contains 164803 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728288.000000 Penalty: 88616.031250
Iteration 347Q: 26 clusters Score -1.947283e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174098 members 
Mstep: Class 2 contains 162982 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17881 members 
Mstep: Class 5 contains 117193 members 
Mstep: Class 6 contains 112366 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 18712 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163638 members 
Mstep: Class 17 contains 13643 members 
Mstep: Class 18 contains 217822 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197901 members 
Mstep: Class 21 contains 50322 members 
Mstep: Class 22 contains 76256 members 
Mstep: Class 23 contains 164800 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728496.000000 Penalty: 88616.031250
Iteration 348Q: 26 clusters Score -1.947285e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174099 members 
Mstep: Class 2 contains 162994 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 117153 members 
Mstep: Class 6 contains 112367 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76231 members 
Mstep: Class 10 contains 18710 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5374 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 6783 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163636 members 
Mstep: Class 17 contains 13643 members 
Mstep: Class 18 contains 217858 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197899 members 
Mstep: Class 21 contains 50320 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164793 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728528.000000 Penalty: 88616.031250
Iteration 349Q: 26 clusters Score -1.947285e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174091 members 
Mstep: Class 2 contains 163005 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17875 members 
Mstep: Class 5 contains 117117 members 
Mstep: Class 6 contains 112369 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76232 members 
Mstep: Class 10 contains 18713 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163630 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 217885 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197903 members 
Mstep: Class 21 contains 50319 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164799 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728304.000000 Penalty: 88616.031250
Iteration 350Q: 26 clusters Score -1.947283e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174098 members 
Mstep: Class 2 contains 163010 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 117071 members 
Mstep: Class 6 contains 112376 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76233 members 
Mstep: Class 10 contains 18712 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 2726 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163629 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 217907 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197914 members 
Mstep: Class 21 contains 50316 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164797 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 88616.031250
Iteration 351Q: 26 clusters Score -1.947284e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174099 members 
Mstep: Class 2 contains 163012 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17879 members 
Mstep: Class 5 contains 117020 members 
Mstep: Class 6 contains 112386 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76232 members 
Mstep: Class 10 contains 18715 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163621 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 217933 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197922 members 
Mstep: Class 21 contains 50314 members 
Mstep: Class 22 contains 76262 members 
Mstep: Class 23 contains 164798 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728448.000000 Penalty: 88616.031250
Iteration 352Q: 26 clusters Score -1.947284e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174095 members 
Mstep: Class 2 contains 163019 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17885 members 
Mstep: Class 5 contains 116976 members 
Mstep: Class 6 contains 112387 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76230 members 
Mstep: Class 10 contains 18714 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163620 members 
Mstep: Class 17 contains 13641 members 
Mstep: Class 18 contains 217967 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197938 members 
Mstep: Class 21 contains 50311 members 
Mstep: Class 22 contains 76261 members 
Mstep: Class 23 contains 164793 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728336.000000 Penalty: 88616.031250
Iteration 353Q: 26 clusters Score -1.947283e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 163025 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17886 members 
Mstep: Class 5 contains 116937 members 
Mstep: Class 6 contains 112387 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76229 members 
Mstep: Class 10 contains 18732 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163616 members 
Mstep: Class 17 contains 13640 members 
Mstep: Class 18 contains 217997 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197952 members 
Mstep: Class 21 contains 50303 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164788 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728352.000000 Penalty: 88616.031250
Iteration 354Q: 26 clusters Score -1.947284e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174079 members 
Mstep: Class 2 contains 163041 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17890 members 
Mstep: Class 5 contains 116904 members 
Mstep: Class 6 contains 112388 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 18726 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163624 members 
Mstep: Class 17 contains 13638 members 
Mstep: Class 18 contains 218022 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197954 members 
Mstep: Class 21 contains 50296 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164787 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728320.000000 Penalty: 88616.031250
Iteration 355Q: 26 clusters Score -1.947283e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174080 members 
Mstep: Class 2 contains 163059 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17891 members 
Mstep: Class 5 contains 116871 members 
Mstep: Class 6 contains 112388 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 18730 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163622 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 218036 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197965 members 
Mstep: Class 21 contains 50286 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164786 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 88616.031250
Iteration 356Q: 26 clusters Score -1.947281e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174076 members 
Mstep: Class 2 contains 163082 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17893 members 
Mstep: Class 5 contains 116841 members 
Mstep: Class 6 contains 112395 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 18737 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163615 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218060 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197958 members 
Mstep: Class 21 contains 50281 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164781 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728096.000000 Penalty: 88616.031250
Iteration 357Q: 26 clusters Score -1.947281e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174061 members 
Mstep: Class 2 contains 163112 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17898 members 
Mstep: Class 5 contains 116814 members 
Mstep: Class 6 contains 112397 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76228 members 
Mstep: Class 10 contains 18738 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163614 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 218077 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197952 members 
Mstep: Class 21 contains 50279 members 
Mstep: Class 22 contains 76256 members 
Mstep: Class 23 contains 164777 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727888.000000 Penalty: 88616.031250
Iteration 358Q: 26 clusters Score -1.947279e+08 nChanged 151
Entering ConstructFrom: 
Score: -194727888.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (174052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Entering Unmasked Estep 
Score: -21507600.000000 Penalty: 2992.643066
	Iteration 0F: 2 clusters Score -2.15076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -21395816.000000 Penalty: 5985.286133
	Iteration 0F: 3 clusters Score -2.139582e+07 nChanged 83260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -21444388.000000 Penalty: 5985.286133
	Iteration 1F: 3 clusters Score -2.144439e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85443 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -21445104.000000 Penalty: 5985.286133
	Iteration 2Q: 3 clusters Score -2.14451e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -21446020.000000 Penalty: 5985.286133
	Iteration 3Q: 3 clusters Score -2.144602e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 91202 members 
Entering Unmasked Estep 
Score: -21447244.000000 Penalty: 5985.286133
	Iteration 4Q: 3 clusters Score -2.144724e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -21448410.000000 Penalty: 5985.286133
	Iteration 5Q: 3 clusters Score -2.144841e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -21450296.000000 Penalty: 5985.286133
	Iteration 6Q: 3 clusters Score -2.14503e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -21453316.000000 Penalty: 5985.286133
	Iteration 7Q: 3 clusters Score -2.145332e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -21457878.000000 Penalty: 5985.286133
	Iteration 8Q: 3 clusters Score -2.145788e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -21464340.000000 Penalty: 5985.286133
	Iteration 9F: 3 clusters Score -2.146434e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -21472686.000000 Penalty: 5985.286133
	Iteration 10F: 3 clusters Score -2.147269e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -21482052.000000 Penalty: 5985.286133
	Iteration 11F: 3 clusters Score -2.148205e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -21490648.000000 Penalty: 5985.286133
	Iteration 12F: 3 clusters Score -2.149065e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 158106 members 
Entering Unmasked Estep 
Score: -21496468.000000 Penalty: 5985.286133
	Iteration 13Q: 3 clusters Score -2.149647e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 163818 members 
Entering Unmasked Estep 
Score: -21499946.000000 Penalty: 5985.286133
	Iteration 14Q: 3 clusters Score -2.149995e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 167412 members 
Entering Unmasked Estep 
Score: -21502056.000000 Penalty: 5985.286133
	Iteration 15Q: 3 clusters Score -2.150206e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 169680 members 
Entering Unmasked Estep 
Score: -21503390.000000 Penalty: 5985.286133
	Iteration 16Q: 3 clusters Score -2.150339e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 170985 members 
Entering Unmasked Estep 
Score: -21504178.000000 Penalty: 5985.286133
	Iteration 17Q: 3 clusters Score -2.150418e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -21504644.000000 Penalty: 5985.286133
	Iteration 18Q: 3 clusters Score -2.150464e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -21504892.000000 Penalty: 5985.286133
	Iteration 19Q: 3 clusters Score -2.150489e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 172354 members 
Entering Unmasked Estep 
Score: -21505042.000000 Penalty: 5985.286133
	Iteration 20F: 3 clusters Score -2.150504e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -21505090.000000 Penalty: 5985.286133
	Iteration 21Q: 3 clusters Score -2.150509e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 172598 members 
Entering Unmasked Estep 
Score: -21505180.000000 Penalty: 5985.286133
	Iteration 22Q: 3 clusters Score -2.150518e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 172686 members 
Entering Unmasked Estep 
Score: -21505238.000000 Penalty: 5985.286133
	Iteration 23Q: 3 clusters Score -2.150524e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -21505254.000000 Penalty: 5985.286133
	Iteration 24Q: 3 clusters Score -2.150525e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 172788 members 
Entering Unmasked Estep 
Score: -21505282.000000 Penalty: 5985.286133
	Iteration 25Q: 3 clusters Score -2.150528e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -21505288.000000 Penalty: 5985.286133
	Iteration 26Q: 3 clusters Score -2.150529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 172831 members 
Entering Unmasked Estep 
Score: -21505304.000000 Penalty: 5985.286133
	Iteration 27Q: 3 clusters Score -2.15053e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 172839 members 
Entering Unmasked Estep 
Score: -21505320.000000 Penalty: 5985.286133
	Iteration 28Q: 3 clusters Score -2.150532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -21505326.000000 Penalty: 5985.286133
	Iteration 29Q: 3 clusters Score -2.150533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 172864 members 
Entering Unmasked Estep 
Score: -21505324.000000 Penalty: 5985.286133
	Iteration 30Q: 3 clusters Score -2.150532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 172877 members 
Entering Unmasked Estep 
Score: -21505316.000000 Penalty: 5985.286133
	Iteration 31Q: 3 clusters Score -2.150532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -21505350.000000 Penalty: 5985.286133
	Iteration 32Q: 3 clusters Score -2.150535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 172888 members 
Entering Unmasked Estep 
Score: -21505346.000000 Penalty: 5985.286133
	Iteration 33Q: 3 clusters Score -2.150535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 172893 members 
Entering Unmasked Estep 
Score: -21505336.000000 Penalty: 5985.286133
	Iteration 34Q: 3 clusters Score -2.150534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -21505336.000000 Penalty: 5985.286133
	Iteration 35Q: 3 clusters Score -2.150534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -21505344.000000 Penalty: 5985.286133
	Iteration 36Q: 3 clusters Score -2.150534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -21505358.000000 Penalty: 5985.286133
	Iteration 37Q: 3 clusters Score -2.150536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 172903 members 
Entering Unmasked Estep 
Score: -21505348.000000 Penalty: 5985.286133
	Iteration 38Q: 3 clusters Score -2.150535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -21505350.000000 Penalty: 5985.286133
	Iteration 39Q: 3 clusters Score -2.150535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -21505334.000000 Penalty: 5985.286133
	Iteration 40F: 3 clusters Score -2.150533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -21505350.000000 Penalty: 5985.286133
	Iteration 41Q: 3 clusters Score -2.150535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 172904 members 
Entering Unmasked Estep 
Score: -21505344.000000 Penalty: 5985.286133
	Iteration 42Q: 3 clusters Score -2.150534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -21505346.000000 Penalty: 5985.286133
	Iteration 43Q: 3 clusters Score -2.150535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -21505350.000000 Penalty: 5985.286133
	Iteration 44Q: 3 clusters Score -2.150535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 172905 members 
Entering Unmasked Estep 
Score: -21505342.000000 Penalty: 5985.286133
	Iteration 45Q: 3 clusters Score -2.150534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 172907 members 
Entering Unmasked Estep 
Score: -21505350.000000 Penalty: 5985.286133
	Iteration 46Q: 3 clusters Score -2.150535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 172908 members 
Entering Unmasked Estep 
Score: -21505354.000000 Penalty: 5985.286133
	Iteration 47Q: 3 clusters Score -2.150535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 172912 members 
Entering Unmasked Estep 
Score: -21505354.000000 Penalty: 5985.286133
	Iteration 48Q: 3 clusters Score -2.150535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 172914 members 
Entering Unmasked Estep 
Score: -21505344.000000 Penalty: 5985.286133
	Iteration 49Q: 3 clusters Score -2.150534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 172913 members 
Entering Unmasked Estep 
Score: -21505348.000000 Penalty: 5985.286133
	Iteration 50Q: 3 clusters Score -2.150535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 172915 members 
Entering Unmasked Estep 
Score: -21505350.000000 Penalty: 5985.286133
	Iteration 51Q: 3 clusters Score -2.150535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 172917 members 
Entering Unmasked Estep 
Score: -21505342.000000 Penalty: 5985.286133
	Iteration 52Q: 3 clusters Score -2.150534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -21505342.000000 Penalty: 5985.286133
	Iteration 53Q: 3 clusters Score -2.150534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -21505342.000000 Penalty: 5985.286133
	Iteration 54F: 3 clusters Score -2.150534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (163143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163143 members 
Entering Unmasked Estep 
Score: -20282304.000000 Penalty: 2976.590820
	Iteration 0F: 2 clusters Score -2.02823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -20174574.000000 Penalty: 5953.181641
	Iteration 0F: 3 clusters Score -2.017457e+07 nChanged 77936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -20219780.000000 Penalty: 5953.181641
	Iteration 1F: 3 clusters Score -2.021978e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 86699 members 
Entering Unmasked Estep 
Score: -20220670.000000 Penalty: 5953.181641
	Iteration 2Q: 3 clusters Score -2.022067e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -20221906.000000 Penalty: 5953.181641
	Iteration 3Q: 3 clusters Score -2.022191e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -20223976.000000 Penalty: 5953.181641
	Iteration 4Q: 3 clusters Score -2.022398e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63328 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -20227068.000000 Penalty: 5953.181641
	Iteration 5Q: 3 clusters Score -2.022707e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -20232502.000000 Penalty: 5953.181641
	Iteration 6F: 3 clusters Score -2.02325e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -20242054.000000 Penalty: 5953.181641
	Iteration 7F: 3 clusters Score -2.024205e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -20255190.000000 Penalty: 5953.181641
	Iteration 8F: 3 clusters Score -2.025519e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 145354 members 
Entering Unmasked Estep 
Score: -20267370.000000 Penalty: 5953.181641
	Iteration 9F: 3 clusters Score -2.026737e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -20275140.000000 Penalty: 5953.181641
	Iteration 10Q: 3 clusters Score -2.027514e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -20278502.000000 Penalty: 5953.181641
	Iteration 11Q: 3 clusters Score -2.02785e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -20279818.000000 Penalty: 5953.181641
	Iteration 12Q: 3 clusters Score -2.027982e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -20280478.000000 Penalty: 5953.181641
	Iteration 13Q: 3 clusters Score -2.028048e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -20280682.000000 Penalty: 5953.181641
	Iteration 14Q: 3 clusters Score -2.028068e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -20280786.000000 Penalty: 5953.181641
	Iteration 15Q: 3 clusters Score -2.028079e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -20280822.000000 Penalty: 5953.181641
	Iteration 16Q: 3 clusters Score -2.028082e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -20280884.000000 Penalty: 5953.181641
	Iteration 17Q: 3 clusters Score -2.028088e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -20280896.000000 Penalty: 5953.181641
	Iteration 18Q: 3 clusters Score -2.02809e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -20280930.000000 Penalty: 5953.181641
	Iteration 19Q: 3 clusters Score -2.028093e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 159863 members 
Entering Unmasked Estep 
Score: -20280972.000000 Penalty: 5953.181641
	Iteration 20F: 3 clusters Score -2.028097e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -20280982.000000 Penalty: 5953.181641
	Iteration 21Q: 3 clusters Score -2.028098e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -20280994.000000 Penalty: 5953.181641
	Iteration 22Q: 3 clusters Score -2.028099e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 160069 members 
Entering Unmasked Estep 
Score: -20281020.000000 Penalty: 5953.181641
	Iteration 23Q: 3 clusters Score -2.028102e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -20281020.000000 Penalty: 5953.181641
	Iteration 24Q: 3 clusters Score -2.028102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 160192 members 
Entering Unmasked Estep 
Score: -20281008.000000 Penalty: 5953.181641
	Iteration 25Q: 3 clusters Score -2.028101e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -20281060.000000 Penalty: 5953.181641
	Iteration 26Q: 3 clusters Score -2.028106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 160274 members 
Entering Unmasked Estep 
Score: -20281048.000000 Penalty: 5953.181641
	Iteration 27Q: 3 clusters Score -2.028105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -20281036.000000 Penalty: 5953.181641
	Iteration 28Q: 3 clusters Score -2.028104e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -20281054.000000 Penalty: 5953.181641
	Iteration 29Q: 3 clusters Score -2.028105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 160339 members 
Entering Unmasked Estep 
Score: -20281044.000000 Penalty: 5953.181641
	Iteration 30Q: 3 clusters Score -2.028104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -20281058.000000 Penalty: 5953.181641
	Iteration 31Q: 3 clusters Score -2.028106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 160380 members 
Entering Unmasked Estep 
Score: -20281048.000000 Penalty: 5953.181641
	Iteration 32Q: 3 clusters Score -2.028105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -20281070.000000 Penalty: 5953.181641
	Iteration 33Q: 3 clusters Score -2.028107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 160413 members 
Entering Unmasked Estep 
Score: -20281086.000000 Penalty: 5953.181641
	Iteration 34Q: 3 clusters Score -2.028109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -20281084.000000 Penalty: 5953.181641
	Iteration 35Q: 3 clusters Score -2.028108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -20281078.000000 Penalty: 5953.181641
	Iteration 36Q: 3 clusters Score -2.028108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -20281072.000000 Penalty: 5953.181641
	Iteration 37Q: 3 clusters Score -2.028107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 160443 members 
Entering Unmasked Estep 
Score: -20281070.000000 Penalty: 5953.181641
	Iteration 38Q: 3 clusters Score -2.028107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -20281088.000000 Penalty: 5953.181641
	Iteration 39Q: 3 clusters Score -2.028109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -20281094.000000 Penalty: 5953.181641
	Iteration 40F: 3 clusters Score -2.028109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -20281080.000000 Penalty: 5953.181641
	Iteration 41Q: 3 clusters Score -2.028108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 160457 members 
Entering Unmasked Estep 
Score: -20281088.000000 Penalty: 5953.181641
	Iteration 42Q: 3 clusters Score -2.028109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 160461 members 
Entering Unmasked Estep 
Score: -20281084.000000 Penalty: 5953.181641
	Iteration 43Q: 3 clusters Score -2.028108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 160473 members 
Entering Unmasked Estep 
Score: -20281068.000000 Penalty: 5953.181641
	Iteration 44Q: 3 clusters Score -2.028107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -20281072.000000 Penalty: 5953.181641
	Iteration 45Q: 3 clusters Score -2.028107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 160483 members 
Entering Unmasked Estep 
Score: -20281064.000000 Penalty: 5953.181641
	Iteration 46Q: 3 clusters Score -2.028106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -20281056.000000 Penalty: 5953.181641
	Iteration 47Q: 3 clusters Score -2.028106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -20281042.000000 Penalty: 5953.181641
	Iteration 48Q: 3 clusters Score -2.028104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -20281058.000000 Penalty: 5953.181641
	Iteration 49Q: 3 clusters Score -2.028106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 160489 members 
Entering Unmasked Estep 
Score: -20281060.000000 Penalty: 5953.181641
	Iteration 50Q: 3 clusters Score -2.028106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 160489 members 
Entering Unmasked Estep 
Score: -20281054.000000 Penalty: 5953.181641
	Iteration 51Q: 3 clusters Score -2.028105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -20281048.000000 Penalty: 5953.181641
	Iteration 52Q: 3 clusters Score -2.028105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 160499 members 
Entering Unmasked Estep 
Score: -20281036.000000 Penalty: 5953.181641
	Iteration 53Q: 3 clusters Score -2.028104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 160504 members 
Entering Unmasked Estep 
Score: -20281034.000000 Penalty: 5953.181641
	Iteration 54Q: 3 clusters Score -2.028103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -20281046.000000 Penalty: 5953.181641
	Iteration 55Q: 3 clusters Score -2.028105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 160516 members 
Entering Unmasked Estep 
Score: -20281048.000000 Penalty: 5953.181641
	Iteration 56Q: 3 clusters Score -2.028105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 160523 members 
Entering Unmasked Estep 
Score: -20281058.000000 Penalty: 5953.181641
	Iteration 57Q: 3 clusters Score -2.028106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -20281050.000000 Penalty: 5953.181641
	Iteration 58Q: 3 clusters Score -2.028105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 160535 members 
Entering Unmasked Estep 
Score: -20281058.000000 Penalty: 5953.181641
	Iteration 59Q: 3 clusters Score -2.028106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 160537 members 
Entering Unmasked Estep 
Score: -20281056.000000 Penalty: 5953.181641
	Iteration 60F: 3 clusters Score -2.028106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -20281062.000000 Penalty: 5953.181641
	Iteration 61Q: 3 clusters Score -2.028106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -20281062.000000 Penalty: 5953.181641
	Iteration 62F: 3 clusters Score -2.028106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -152577.125000 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -152577.1 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 722 members 
Entering Unmasked Estep 
Score: -150348.265625 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -150348.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -150845.093750 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -150845.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -151046.656250 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -151046.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -151280.000000 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -151280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -151630.906250 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -151630.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -151945.921875 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -151945.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -152142.906250 Penalty: 3601.567627
	Iteration 6F: 3 clusters Score -152142.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -152314.156250 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -152314.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -152465.968750 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -152466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -152506.437500 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -152506.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152612.515625 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -152612.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -152771.718750 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -152771.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -152944.093750 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -152944.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -152998.984375 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -152999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -153009.890625 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -153009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -153013.218750 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -153013.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -153015.187500 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -153015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -153015.187500 Penalty: 3601.567627
	Iteration 17F: 3 clusters Score -153015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 163143 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 17903 members 
Mstep: Class 5 contains 116787 members 
Mstep: Class 6 contains 112394 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76229 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163608 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 218093 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197948 members 
Mstep: Class 21 contains 50276 members 
Mstep: Class 22 contains 76256 members 
Mstep: Class 23 contains 164774 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 950 members 
Entering Unmasked Estep 
Score: -194726656.000000 Penalty: 92160.671875
Splitting cluster 3 changes total score from -194727888.000000 to -194726656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Entering Unmasked Estep 
Score: -2152235.750000 Penalty: 2428.595459
	Iteration 0F: 2 clusters Score -2152236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2139497.250000 Penalty: 4857.190918
	Iteration 0F: 3 clusters Score -2139497 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2143740.000000 Penalty: 4857.190918
	Iteration 1F: 3 clusters Score -2143740 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2144200.000000 Penalty: 4857.190918
	Iteration 2F: 3 clusters Score -2144200 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2144610.500000 Penalty: 4857.190918
	Iteration 3F: 3 clusters Score -2144610 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2145054.750000 Penalty: 4857.190918
	Iteration 4Q: 3 clusters Score -2145055 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2145622.000000 Penalty: 4857.190918
	Iteration 5F: 3 clusters Score -2145622 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2146314.500000 Penalty: 4857.190918
	Iteration 6F: 3 clusters Score -2146314 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2147130.500000 Penalty: 4857.190918
	Iteration 7F: 3 clusters Score -2147130 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2147982.250000 Penalty: 4857.190918
	Iteration 8F: 3 clusters Score -2147982 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2148738.500000 Penalty: 4857.190918
	Iteration 9Q: 3 clusters Score -2148738 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2149320.750000 Penalty: 4857.190918
	Iteration 10Q: 3 clusters Score -2149321 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2149668.250000 Penalty: 4857.190918
	Iteration 11Q: 3 clusters Score -2149668 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2149848.250000 Penalty: 4857.190918
	Iteration 12Q: 3 clusters Score -2149848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2149951.000000 Penalty: 4857.190918
	Iteration 13Q: 3 clusters Score -2149951 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2150003.250000 Penalty: 4857.190918
	Iteration 14Q: 3 clusters Score -2150003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2150050.750000 Penalty: 4857.190918
	Iteration 15Q: 3 clusters Score -2150051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2150078.750000 Penalty: 4857.190918
	Iteration 16Q: 3 clusters Score -2150079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2150096.500000 Penalty: 4857.190918
	Iteration 17Q: 3 clusters Score -2150096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2150105.250000 Penalty: 4857.190918
	Iteration 18Q: 3 clusters Score -2150105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2150116.000000 Penalty: 4857.190918
	Iteration 19Q: 3 clusters Score -2150116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2150123.250000 Penalty: 4857.190918
	Iteration 20F: 3 clusters Score -2150123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2150131.250000 Penalty: 4857.190918
	Iteration 21Q: 3 clusters Score -2150131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2150141.500000 Penalty: 4857.190918
	Iteration 22Q: 3 clusters Score -2150142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2150141.250000 Penalty: 4857.190918
	Iteration 23Q: 3 clusters Score -2150141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2150145.250000 Penalty: 4857.190918
	Iteration 24Q: 3 clusters Score -2150145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2150146.500000 Penalty: 4857.190918
	Iteration 25Q: 3 clusters Score -2150146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2150146.250000 Penalty: 4857.190918
	Iteration 26Q: 3 clusters Score -2150146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2150146.250000 Penalty: 4857.190918
	Iteration 27F: 3 clusters Score -2150146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (116787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116787 members 
Entering Unmasked Estep 
Score: -14491489.000000 Penalty: 2893.690430
	Iteration 0F: 2 clusters Score -1.449149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -14413124.000000 Penalty: 5787.380859
	Iteration 0F: 3 clusters Score -1.441312e+07 nChanged 55487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -14445475.000000 Penalty: 5787.380859
	Iteration 1F: 3 clusters Score -1.444548e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -14446624.000000 Penalty: 5787.380859
	Iteration 2Q: 3 clusters Score -1.444662e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -14448002.000000 Penalty: 5787.380859
	Iteration 3Q: 3 clusters Score -1.4448e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -14449957.000000 Penalty: 5787.380859
	Iteration 4Q: 3 clusters Score -1.444996e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -14452939.000000 Penalty: 5787.380859
	Iteration 5F: 3 clusters Score -1.445294e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -14457602.000000 Penalty: 5787.380859
	Iteration 6F: 3 clusters Score -1.44576e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -14464933.000000 Penalty: 5787.380859
	Iteration 7F: 3 clusters Score -1.446493e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -14473807.000000 Penalty: 5787.380859
	Iteration 8F: 3 clusters Score -1.447381e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -14479991.000000 Penalty: 5787.380859
	Iteration 9F: 3 clusters Score -1.447999e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -14482343.000000 Penalty: 5787.380859
	Iteration 10Q: 3 clusters Score -1.448234e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -14483254.000000 Penalty: 5787.380859
	Iteration 11Q: 3 clusters Score -1.448325e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -14483993.000000 Penalty: 5787.380859
	Iteration 12Q: 3 clusters Score -1.448399e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -14484639.000000 Penalty: 5787.380859
	Iteration 13Q: 3 clusters Score -1.448464e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -14485095.000000 Penalty: 5787.380859
	Iteration 14Q: 3 clusters Score -1.44851e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -14485645.000000 Penalty: 5787.380859
	Iteration 15Q: 3 clusters Score -1.448564e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -14486036.000000 Penalty: 5787.380859
	Iteration 16Q: 3 clusters Score -1.448604e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101521 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -14486288.000000 Penalty: 5787.380859
	Iteration 17Q: 3 clusters Score -1.448629e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -14486676.000000 Penalty: 5787.380859
	Iteration 18Q: 3 clusters Score -1.448668e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -14486979.000000 Penalty: 5787.380859
	Iteration 19Q: 3 clusters Score -1.448698e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104443 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -14487325.000000 Penalty: 5787.380859
	Iteration 20F: 3 clusters Score -1.448732e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -14487612.000000 Penalty: 5787.380859
	Iteration 21Q: 3 clusters Score -1.448761e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -14487813.000000 Penalty: 5787.380859
	Iteration 22Q: 3 clusters Score -1.448781e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -14488041.000000 Penalty: 5787.380859
	Iteration 23Q: 3 clusters Score -1.448804e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -14488289.000000 Penalty: 5787.380859
	Iteration 24Q: 3 clusters Score -1.448829e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -14488441.000000 Penalty: 5787.380859
	Iteration 25Q: 3 clusters Score -1.448844e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -14488661.000000 Penalty: 5787.380859
	Iteration 26Q: 3 clusters Score -1.448866e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -14488766.000000 Penalty: 5787.380859
	Iteration 27Q: 3 clusters Score -1.448877e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109842 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -14488869.000000 Penalty: 5787.380859
	Iteration 28Q: 3 clusters Score -1.448887e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -14488970.000000 Penalty: 5787.380859
	Iteration 29Q: 3 clusters Score -1.448897e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -14489051.000000 Penalty: 5787.380859
	Iteration 30Q: 3 clusters Score -1.448905e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14489164.000000 Penalty: 5787.380859
	Iteration 31Q: 3 clusters Score -1.448916e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -14489248.000000 Penalty: 5787.380859
	Iteration 32Q: 3 clusters Score -1.448925e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -14489297.000000 Penalty: 5787.380859
	Iteration 33Q: 3 clusters Score -1.44893e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111865 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -14489370.000000 Penalty: 5787.380859
	Iteration 34Q: 3 clusters Score -1.448937e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -14489419.000000 Penalty: 5787.380859
	Iteration 35Q: 3 clusters Score -1.448942e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -14489401.000000 Penalty: 5787.380859
	Iteration 36Q: 3 clusters Score -1.44894e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -14489446.000000 Penalty: 5787.380859
	Iteration 37Q: 3 clusters Score -1.448945e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -14489463.000000 Penalty: 5787.380859
	Iteration 38Q: 3 clusters Score -1.448946e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112704 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -14489476.000000 Penalty: 5787.380859
	Iteration 39Q: 3 clusters Score -1.448948e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -14489517.000000 Penalty: 5787.380859
	Iteration 40F: 3 clusters Score -1.448952e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112951 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -14489502.000000 Penalty: 5787.380859
	Iteration 41Q: 3 clusters Score -1.44895e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -14489537.000000 Penalty: 5787.380859
	Iteration 42Q: 3 clusters Score -1.448954e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -14489545.000000 Penalty: 5787.380859
	Iteration 43Q: 3 clusters Score -1.448954e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113274 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -14489584.000000 Penalty: 5787.380859
	Iteration 44Q: 3 clusters Score -1.448958e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -14489626.000000 Penalty: 5787.380859
	Iteration 45Q: 3 clusters Score -1.448963e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -14489642.000000 Penalty: 5787.380859
	Iteration 46Q: 3 clusters Score -1.448964e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -14489655.000000 Penalty: 5787.380859
	Iteration 47Q: 3 clusters Score -1.448966e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -14489679.000000 Penalty: 5787.380859
	Iteration 48Q: 3 clusters Score -1.448968e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14489698.000000 Penalty: 5787.380859
	Iteration 49Q: 3 clusters Score -1.44897e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14489715.000000 Penalty: 5787.380859
	Iteration 50Q: 3 clusters Score -1.448972e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113721 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -14489710.000000 Penalty: 5787.380859
	Iteration 51Q: 3 clusters Score -1.448971e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -14489722.000000 Penalty: 5787.380859
	Iteration 52Q: 3 clusters Score -1.448972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -14489734.000000 Penalty: 5787.380859
	Iteration 53Q: 3 clusters Score -1.448973e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -14489748.000000 Penalty: 5787.380859
	Iteration 54Q: 3 clusters Score -1.448975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113878 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -14489771.000000 Penalty: 5787.380859
	Iteration 55Q: 3 clusters Score -1.448977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -14489768.000000 Penalty: 5787.380859
	Iteration 56Q: 3 clusters Score -1.448977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -14489774.000000 Penalty: 5787.380859
	Iteration 57Q: 3 clusters Score -1.448977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -14489778.000000 Penalty: 5787.380859
	Iteration 58Q: 3 clusters Score -1.448978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -14489784.000000 Penalty: 5787.380859
	Iteration 59Q: 3 clusters Score -1.448978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -14489795.000000 Penalty: 5787.380859
	Iteration 60F: 3 clusters Score -1.44898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -14489798.000000 Penalty: 5787.380859
	Iteration 61Q: 3 clusters Score -1.44898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -14489806.000000 Penalty: 5787.380859
	Iteration 62Q: 3 clusters Score -1.448981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -14489820.000000 Penalty: 5787.380859
	Iteration 63Q: 3 clusters Score -1.448982e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14489803.000000 Penalty: 5787.380859
	Iteration 64Q: 3 clusters Score -1.44898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14489796.000000 Penalty: 5787.380859
	Iteration 65Q: 3 clusters Score -1.44898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -14489820.000000 Penalty: 5787.380859
	Iteration 66Q: 3 clusters Score -1.448982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -14489813.000000 Penalty: 5787.380859
	Iteration 67Q: 3 clusters Score -1.448981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -14489802.000000 Penalty: 5787.380859
	Iteration 68Q: 3 clusters Score -1.44898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114142 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -14489813.000000 Penalty: 5787.380859
	Iteration 69Q: 3 clusters Score -1.448981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -14489806.000000 Penalty: 5787.380859
	Iteration 70Q: 3 clusters Score -1.448981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -14489802.000000 Penalty: 5787.380859
	Iteration 71Q: 3 clusters Score -1.44898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114151 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -14489792.000000 Penalty: 5787.380859
	Iteration 72Q: 3 clusters Score -1.448979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -14489799.000000 Penalty: 5787.380859
	Iteration 73Q: 3 clusters Score -1.44898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -14489799.000000 Penalty: 5787.380859
	Iteration 74F: 3 clusters Score -1.44898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112394 members 
Entering Unmasked Estep 
Score: -13974907.000000 Penalty: 2884.181885
	Iteration 0F: 2 clusters Score -1.397491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -13900089.000000 Penalty: 5768.363770
	Iteration 0F: 3 clusters Score -1.390009e+07 nChanged 52952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -13930757.000000 Penalty: 5768.363770
	Iteration 1F: 3 clusters Score -1.393076e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -13932035.000000 Penalty: 5768.363770
	Iteration 2Q: 3 clusters Score -1.393204e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -13934042.000000 Penalty: 5768.363770
	Iteration 3Q: 3 clusters Score -1.393404e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -13937395.000000 Penalty: 5768.363770
	Iteration 4F: 3 clusters Score -1.39374e+07 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -13942952.000000 Penalty: 5768.363770
	Iteration 5F: 3 clusters Score -1.394295e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -13950872.000000 Penalty: 5768.363770
	Iteration 6F: 3 clusters Score -1.395087e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99495 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -13959755.000000 Penalty: 5768.363770
	Iteration 7F: 3 clusters Score -1.395976e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -13966767.000000 Penalty: 5768.363770
	Iteration 8F: 3 clusters Score -1.396677e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13970305.000000 Penalty: 5768.363770
	Iteration 9Q: 3 clusters Score -1.39703e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -13971659.000000 Penalty: 5768.363770
	Iteration 10Q: 3 clusters Score -1.397166e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -13972051.000000 Penalty: 5768.363770
	Iteration 11Q: 3 clusters Score -1.397205e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112108 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13972198.000000 Penalty: 5768.363770
	Iteration 12Q: 3 clusters Score -1.39722e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -13972256.000000 Penalty: 5768.363770
	Iteration 13Q: 3 clusters Score -1.397226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -13972297.000000 Penalty: 5768.363770
	Iteration 14Q: 3 clusters Score -1.39723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112157 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13972302.000000 Penalty: 5768.363770
	Iteration 15Q: 3 clusters Score -1.39723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112158 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13972320.000000 Penalty: 5768.363770
	Iteration 16Q: 3 clusters Score -1.397232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13972327.000000 Penalty: 5768.363770
	Iteration 17Q: 3 clusters Score -1.397233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112161 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13972329.000000 Penalty: 5768.363770
	Iteration 18Q: 3 clusters Score -1.397233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13972328.000000 Penalty: 5768.363770
	Iteration 19Q: 3 clusters Score -1.397233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13972314.000000 Penalty: 5768.363770
	Iteration 20F: 3 clusters Score -1.397231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13972326.000000 Penalty: 5768.363770
	Iteration 21Q: 3 clusters Score -1.397233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13972326.000000 Penalty: 5768.363770
	Iteration 22F: 3 clusters Score -1.397233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Entering Unmasked Estep 
Score: -871219.500000 Penalty: 2212.753174
	Iteration 0F: 2 clusters Score -871219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -865194.937500 Penalty: 4425.506348
	Iteration 0F: 3 clusters Score -865194.9 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -866865.625000 Penalty: 4425.506348
	Iteration 1F: 3 clusters Score -866865.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -867240.750000 Penalty: 4425.506348
	Iteration 2F: 3 clusters Score -867240.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -867605.312500 Penalty: 4425.506348
	Iteration 3F: 3 clusters Score -867605.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -868029.250000 Penalty: 4425.506348
	Iteration 4F: 3 clusters Score -868029.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -868516.000000 Penalty: 4425.506348
	Iteration 5F: 3 clusters Score -868516 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -868919.562500 Penalty: 4425.506348
	Iteration 6F: 3 clusters Score -868919.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -869228.062500 Penalty: 4425.506348
	Iteration 7F: 3 clusters Score -869228.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -869445.125000 Penalty: 4425.506348
	Iteration 8Q: 3 clusters Score -869445.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -869559.250000 Penalty: 4425.506348
	Iteration 9Q: 3 clusters Score -869559.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -869620.250000 Penalty: 4425.506348
	Iteration 10Q: 3 clusters Score -869620.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -869652.062500 Penalty: 4425.506348
	Iteration 11Q: 3 clusters Score -869652.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -869676.937500 Penalty: 4425.506348
	Iteration 12Q: 3 clusters Score -869676.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -869694.750000 Penalty: 4425.506348
	Iteration 13Q: 3 clusters Score -869694.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -869710.375000 Penalty: 4425.506348
	Iteration 14Q: 3 clusters Score -869710.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -869730.687500 Penalty: 4425.506348
	Iteration 15Q: 3 clusters Score -869730.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -869745.687500 Penalty: 4425.506348
	Iteration 16Q: 3 clusters Score -869745.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -869759.812500 Penalty: 4425.506348
	Iteration 17Q: 3 clusters Score -869759.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -869765.750000 Penalty: 4425.506348
	Iteration 18Q: 3 clusters Score -869765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -869779.687500 Penalty: 4425.506348
	Iteration 19Q: 3 clusters Score -869779.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -869787.375000 Penalty: 4425.506348
	Iteration 20F: 3 clusters Score -869787.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -869795.875000 Penalty: 4425.506348
	Iteration 21Q: 3 clusters Score -869795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -869802.437500 Penalty: 4425.506348
	Iteration 22Q: 3 clusters Score -869802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -869805.625000 Penalty: 4425.506348
	Iteration 23Q: 3 clusters Score -869805.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -869811.625000 Penalty: 4425.506348
	Iteration 24Q: 3 clusters Score -869811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -869815.812500 Penalty: 4425.506348
	Iteration 25Q: 3 clusters Score -869815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -869821.000000 Penalty: 4425.506348
	Iteration 26Q: 3 clusters Score -869821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -869821.062500 Penalty: 4425.506348
	Iteration 27Q: 3 clusters Score -869821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -869823.750000 Penalty: 4425.506348
	Iteration 28Q: 3 clusters Score -869823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -869825.625000 Penalty: 4425.506348
	Iteration 29Q: 3 clusters Score -869825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -869823.937500 Penalty: 4425.506348
	Iteration 30Q: 3 clusters Score -869823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -869826.875000 Penalty: 4425.506348
	Iteration 31Q: 3 clusters Score -869826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -869827.625000 Penalty: 4425.506348
	Iteration 32Q: 3 clusters Score -869827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -869826.250000 Penalty: 4425.506348
	Iteration 33Q: 3 clusters Score -869826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -869826.250000 Penalty: 4425.506348
	Iteration 34F: 3 clusters Score -869826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -580352.625000 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -580352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -575943.312500 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -575943.3 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -577054.312500 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -577054.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -577404.875000 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -577404.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -577691.312500 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -577691.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -577979.812500 Penalty: 4203.349121
	Iteration 4F: 3 clusters Score -577979.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -578278.875000 Penalty: 4203.349121
	Iteration 5F: 3 clusters Score -578278.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -578583.812500 Penalty: 4203.349121
	Iteration 6F: 3 clusters Score -578583.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -578895.812500 Penalty: 4203.349121
	Iteration 7F: 3 clusters Score -578895.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -579122.562500 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -579122.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -579280.812500 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -579280.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -579389.312500 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -579389.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -579461.625000 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -579461.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -579522.062500 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -579522.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -579577.875000 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -579577.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -579625.250000 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -579625.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -579656.812500 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -579656.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -579689.375000 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -579689.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -579712.625000 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -579712.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -579729.687500 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -579729.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -579736.687500 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -579736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -579737.625000 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -579737.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -579741.125000 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -579741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -579743.687500 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -579743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -579747.625000 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -579747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -579747.937500 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -579747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -579747.937500 Penalty: 4203.349121
	Iteration 25F: 3 clusters Score -579747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Entering Unmasked Estep 
Score: -9084612.000000 Penalty: 2787.891357
	Iteration 0F: 2 clusters Score -9084612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -9033560.000000 Penalty: 5575.782715
	Iteration 0F: 3 clusters Score -9033560 nChanged 35790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -9053769.000000 Penalty: 5575.782715
	Iteration 1F: 3 clusters Score -9053769 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -9054362.000000 Penalty: 5575.782715
	Iteration 2Q: 3 clusters Score -9054362 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9054859.000000 Penalty: 5575.782715
	Iteration 3Q: 3 clusters Score -9054859 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -9055261.000000 Penalty: 5575.782715
	Iteration 4Q: 3 clusters Score -9055261 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -9055587.000000 Penalty: 5575.782715
	Iteration 5Q: 3 clusters Score -9055587 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -9055884.000000 Penalty: 5575.782715
	Iteration 6Q: 3 clusters Score -9055884 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -9056211.000000 Penalty: 5575.782715
	Iteration 7Q: 3 clusters Score -9056211 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9056446.000000 Penalty: 5575.782715
	Iteration 8Q: 3 clusters Score -9056446 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -9056640.000000 Penalty: 5575.782715
	Iteration 9Q: 3 clusters Score -9056640 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -9056806.000000 Penalty: 5575.782715
	Iteration 10Q: 3 clusters Score -9056806 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -9057050.000000 Penalty: 5575.782715
	Iteration 11Q: 3 clusters Score -9057050 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -9057385.000000 Penalty: 5575.782715
	Iteration 12Q: 3 clusters Score -9057385 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -9057792.000000 Penalty: 5575.782715
	Iteration 13Q: 3 clusters Score -9057792 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -9058359.000000 Penalty: 5575.782715
	Iteration 14Q: 3 clusters Score -9058359 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -9059325.000000 Penalty: 5575.782715
	Iteration 15Q: 3 clusters Score -9059325 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -9060662.000000 Penalty: 5575.782715
	Iteration 16Q: 3 clusters Score -9060662 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -9063062.000000 Penalty: 5575.782715
	Iteration 17F: 3 clusters Score -9063062 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -9066757.000000 Penalty: 5575.782715
	Iteration 18F: 3 clusters Score -9066757 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -9071388.000000 Penalty: 5575.782715
	Iteration 19F: 3 clusters Score -9071388 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -9075736.000000 Penalty: 5575.782715
	Iteration 20F: 3 clusters Score -9075736 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -9078879.000000 Penalty: 5575.782715
	Iteration 21Q: 3 clusters Score -9078879 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9080663.000000 Penalty: 5575.782715
	Iteration 22Q: 3 clusters Score -9080663 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75300 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9081485.000000 Penalty: 5575.782715
	Iteration 23Q: 3 clusters Score -9081485 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9081757.000000 Penalty: 5575.782715
	Iteration 24Q: 3 clusters Score -9081757 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9081901.000000 Penalty: 5575.782715
	Iteration 25Q: 3 clusters Score -9081901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9081989.000000 Penalty: 5575.782715
	Iteration 26Q: 3 clusters Score -9081989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9082040.000000 Penalty: 5575.782715
	Iteration 27Q: 3 clusters Score -9082040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9082054.000000 Penalty: 5575.782715
	Iteration 28Q: 3 clusters Score -9082054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9082080.000000 Penalty: 5575.782715
	Iteration 29Q: 3 clusters Score -9082080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9082076.000000 Penalty: 5575.782715
	Iteration 30Q: 3 clusters Score -9082076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9082101.000000 Penalty: 5575.782715
	Iteration 31Q: 3 clusters Score -9082101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9082117.000000 Penalty: 5575.782715
	Iteration 32Q: 3 clusters Score -9082117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9082134.000000 Penalty: 5575.782715
	Iteration 33Q: 3 clusters Score -9082134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9082143.000000 Penalty: 5575.782715
	Iteration 34Q: 3 clusters Score -9082143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9082157.000000 Penalty: 5575.782715
	Iteration 35Q: 3 clusters Score -9082157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9082163.000000 Penalty: 5575.782715
	Iteration 36Q: 3 clusters Score -9082163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9082165.000000 Penalty: 5575.782715
	Iteration 37Q: 3 clusters Score -9082165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9082176.000000 Penalty: 5575.782715
	Iteration 38Q: 3 clusters Score -9082176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9082172.000000 Penalty: 5575.782715
	Iteration 39Q: 3 clusters Score -9082172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9082169.000000 Penalty: 5575.782715
	Iteration 40F: 3 clusters Score -9082169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9082184.000000 Penalty: 5575.782715
	Iteration 41Q: 3 clusters Score -9082184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9082184.000000 Penalty: 5575.782715
	Iteration 42F: 3 clusters Score -9082184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Entering Unmasked Estep 
Score: -2396897.750000 Penalty: 2439.979980
	Iteration 0F: 2 clusters Score -2396898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2383584.750000 Penalty: 4879.959961
	Iteration 0F: 3 clusters Score -2383585 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2387961.500000 Penalty: 4879.959961
	Iteration 1F: 3 clusters Score -2387962 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2388309.750000 Penalty: 4879.959961
	Iteration 2F: 3 clusters Score -2388310 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2388558.750000 Penalty: 4879.959961
	Iteration 3Q: 3 clusters Score -2388559 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2388712.500000 Penalty: 4879.959961
	Iteration 4Q: 3 clusters Score -2388712 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2388822.250000 Penalty: 4879.959961
	Iteration 5Q: 3 clusters Score -2388822 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2388908.000000 Penalty: 4879.959961
	Iteration 6Q: 3 clusters Score -2388908 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2388984.750000 Penalty: 4879.959961
	Iteration 7Q: 3 clusters Score -2388985 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2389060.750000 Penalty: 4879.959961
	Iteration 8Q: 3 clusters Score -2389061 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2389126.750000 Penalty: 4879.959961
	Iteration 9Q: 3 clusters Score -2389127 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2389193.500000 Penalty: 4879.959961
	Iteration 10Q: 3 clusters Score -2389194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2389270.000000 Penalty: 4879.959961
	Iteration 11Q: 3 clusters Score -2389270 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2389359.000000 Penalty: 4879.959961
	Iteration 12Q: 3 clusters Score -2389359 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2389447.500000 Penalty: 4879.959961
	Iteration 13Q: 3 clusters Score -2389448 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2389593.750000 Penalty: 4879.959961
	Iteration 14Q: 3 clusters Score -2389594 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2389784.750000 Penalty: 4879.959961
	Iteration 15Q: 3 clusters Score -2389785 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2390062.000000 Penalty: 4879.959961
	Iteration 16Q: 3 clusters Score -2390062 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2390460.500000 Penalty: 4879.959961
	Iteration 17Q: 3 clusters Score -2390460 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2391026.750000 Penalty: 4879.959961
	Iteration 18Q: 3 clusters Score -2391027 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2391724.250000 Penalty: 4879.959961
	Iteration 19F: 3 clusters Score -2391724 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2392527.250000 Penalty: 4879.959961
	Iteration 20F: 3 clusters Score -2392527 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2393285.250000 Penalty: 4879.959961
	Iteration 21Q: 3 clusters Score -2393285 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2393877.750000 Penalty: 4879.959961
	Iteration 22Q: 3 clusters Score -2393878 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2394219.250000 Penalty: 4879.959961
	Iteration 23Q: 3 clusters Score -2394219 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2394405.500000 Penalty: 4879.959961
	Iteration 24Q: 3 clusters Score -2394406 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2394503.000000 Penalty: 4879.959961
	Iteration 25Q: 3 clusters Score -2394503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2394579.250000 Penalty: 4879.959961
	Iteration 26Q: 3 clusters Score -2394579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2394635.000000 Penalty: 4879.959961
	Iteration 27Q: 3 clusters Score -2394635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2394684.000000 Penalty: 4879.959961
	Iteration 28Q: 3 clusters Score -2394684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2394714.500000 Penalty: 4879.959961
	Iteration 29Q: 3 clusters Score -2394714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2394736.250000 Penalty: 4879.959961
	Iteration 30Q: 3 clusters Score -2394736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2394744.500000 Penalty: 4879.959961
	Iteration 31Q: 3 clusters Score -2394744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2394759.500000 Penalty: 4879.959961
	Iteration 32Q: 3 clusters Score -2394760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2394764.750000 Penalty: 4879.959961
	Iteration 33Q: 3 clusters Score -2394765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2394767.000000 Penalty: 4879.959961
	Iteration 34Q: 3 clusters Score -2394767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2394769.750000 Penalty: 4879.959961
	Iteration 35Q: 3 clusters Score -2394770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2394771.000000 Penalty: 4879.959961
	Iteration 36Q: 3 clusters Score -2394771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2394771.000000 Penalty: 4879.959961
	Iteration 37Q: 3 clusters Score -2394771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2394773.750000 Penalty: 4879.959961
	Iteration 38Q: 3 clusters Score -2394774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2394774.250000 Penalty: 4879.959961
	Iteration 39Q: 3 clusters Score -2394774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2394775.750000 Penalty: 4879.959961
	Iteration 40F: 3 clusters Score -2394776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2394778.250000 Penalty: 4879.959961
	Iteration 41Q: 3 clusters Score -2394778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2394779.500000 Penalty: 4879.959961
	Iteration 42Q: 3 clusters Score -2394780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2394779.500000 Penalty: 4879.959961
	Iteration 43F: 3 clusters Score -2394780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69250.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69250.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67649.000000 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67865.898438 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67865.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67947.304688 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67947.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -67999.171875 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67999.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68040.664062 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -68040.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68053.195312 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -68053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68063.882812 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68063.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68080.820312 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -68080.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68095.953125 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68095.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68103.937500 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68103.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68109.812500 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68109.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68115.328125 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68115.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68116.789062 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -68116.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68118.726562 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -68118.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68123.554688 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -68123.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68128.148438 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -68128.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68128.148438 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -68128.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -604820.687500 Penalty: 2129.922363
	Iteration 0F: 2 clusters Score -604820.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -600077.125000 Penalty: 4259.844727
	Iteration 0F: 3 clusters Score -600077.1 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -601309.375000 Penalty: 4259.844727
	Iteration 1F: 3 clusters Score -601309.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -601675.437500 Penalty: 4259.844727
	Iteration 2F: 3 clusters Score -601675.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -601922.750000 Penalty: 4259.844727
	Iteration 3F: 3 clusters Score -601922.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -602073.625000 Penalty: 4259.844727
	Iteration 4Q: 3 clusters Score -602073.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -602190.937500 Penalty: 4259.844727
	Iteration 5Q: 3 clusters Score -602190.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -602289.125000 Penalty: 4259.844727
	Iteration 6Q: 3 clusters Score -602289.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -602422.125000 Penalty: 4259.844727
	Iteration 7Q: 3 clusters Score -602422.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -602543.312500 Penalty: 4259.844727
	Iteration 8Q: 3 clusters Score -602543.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -602687.125000 Penalty: 4259.844727
	Iteration 9Q: 3 clusters Score -602687.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -602862.500000 Penalty: 4259.844727
	Iteration 10Q: 3 clusters Score -602862.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -603034.062500 Penalty: 4259.844727
	Iteration 11Q: 3 clusters Score -603034.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -603186.875000 Penalty: 4259.844727
	Iteration 12Q: 3 clusters Score -603186.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -603292.062500 Penalty: 4259.844727
	Iteration 13Q: 3 clusters Score -603292.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -603383.312500 Penalty: 4259.844727
	Iteration 14Q: 3 clusters Score -603383.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -603456.500000 Penalty: 4259.844727
	Iteration 15Q: 3 clusters Score -603456.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -603501.875000 Penalty: 4259.844727
	Iteration 16Q: 3 clusters Score -603501.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -603539.125000 Penalty: 4259.844727
	Iteration 17Q: 3 clusters Score -603539.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -603569.125000 Penalty: 4259.844727
	Iteration 18Q: 3 clusters Score -603569.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -603590.875000 Penalty: 4259.844727
	Iteration 19Q: 3 clusters Score -603590.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -603619.812500 Penalty: 4259.844727
	Iteration 20F: 3 clusters Score -603619.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -603643.062500 Penalty: 4259.844727
	Iteration 21Q: 3 clusters Score -603643.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -603662.312500 Penalty: 4259.844727
	Iteration 22Q: 3 clusters Score -603662.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -603677.312500 Penalty: 4259.844727
	Iteration 23Q: 3 clusters Score -603677.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -603695.437500 Penalty: 4259.844727
	Iteration 24Q: 3 clusters Score -603695.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -603706.375000 Penalty: 4259.844727
	Iteration 25Q: 3 clusters Score -603706.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -603721.312500 Penalty: 4259.844727
	Iteration 26Q: 3 clusters Score -603721.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -603731.312500 Penalty: 4259.844727
	Iteration 27Q: 3 clusters Score -603731.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -603740.875000 Penalty: 4259.844727
	Iteration 28Q: 3 clusters Score -603740.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -603747.937500 Penalty: 4259.844727
	Iteration 29Q: 3 clusters Score -603747.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -603755.875000 Penalty: 4259.844727
	Iteration 30Q: 3 clusters Score -603755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -603760.000000 Penalty: 4259.844727
	Iteration 31Q: 3 clusters Score -603760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -603764.312500 Penalty: 4259.844727
	Iteration 32Q: 3 clusters Score -603764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -603764.125000 Penalty: 4259.844727
	Iteration 33Q: 3 clusters Score -603764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -603765.187500 Penalty: 4259.844727
	Iteration 34Q: 3 clusters Score -603765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -603768.562500 Penalty: 4259.844727
	Iteration 35Q: 3 clusters Score -603768.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -603771.937500 Penalty: 4259.844727
	Iteration 36Q: 3 clusters Score -603771.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -603775.187500 Penalty: 4259.844727
	Iteration 37Q: 3 clusters Score -603775.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -603779.625000 Penalty: 4259.844727
	Iteration 38Q: 3 clusters Score -603779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -603782.250000 Penalty: 4259.844727
	Iteration 39Q: 3 clusters Score -603782.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -603783.687500 Penalty: 4259.844727
	Iteration 40F: 3 clusters Score -603783.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -603785.750000 Penalty: 4259.844727
	Iteration 41Q: 3 clusters Score -603785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -603785.812500 Penalty: 4259.844727
	Iteration 42Q: 3 clusters Score -603785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -603785.437500 Penalty: 4259.844727
	Iteration 43Q: 3 clusters Score -603785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -603786.687500 Penalty: 4259.844727
	Iteration 44Q: 3 clusters Score -603786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -603788.375000 Penalty: 4259.844727
	Iteration 45Q: 3 clusters Score -603788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -603788.375000 Penalty: 4259.844727
	Iteration 46F: 3 clusters Score -603788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -335860.031250 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -335860 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 1387 members 
Entering Unmasked Estep 
Score: -332767.406250 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -332767.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -333335.468750 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -333335.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -333472.718750 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -333472.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -333557.187500 Penalty: 3923.834961
	Iteration 3Q: 3 clusters Score -333557.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -333610.781250 Penalty: 3923.834961
	Iteration 4Q: 3 clusters Score -333610.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -333641.281250 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -333641.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -333673.437500 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -333673.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -333700.312500 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -333700.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -333727.500000 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -333727.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -333743.968750 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -333744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -333760.125000 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -333760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -333774.125000 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -333774.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -333784.500000 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -333784.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333792.562500 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -333792.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333798.343750 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -333798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -333802.781250 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -333802.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -333807.375000 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -333807.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -333811.875000 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -333811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -333812.687500 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -333812.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -333815.125000 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -333815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -333817.125000 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -333817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -333817.500000 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -333817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -333819.687500 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -333819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -333819.687500 Penalty: 3923.834961
	Iteration 23F: 3 clusters Score -333819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -791570.562500 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -791570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -785901.187500 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -785901.2 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -787462.562500 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -787462.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -787969.625000 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -787969.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -788501.750000 Penalty: 4375.871582
	Iteration 3F: 3 clusters Score -788501.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -789074.000000 Penalty: 4375.871582
	Iteration 4F: 3 clusters Score -789074 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -789599.375000 Penalty: 4375.871582
	Iteration 5F: 3 clusters Score -789599.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -789957.562500 Penalty: 4375.871582
	Iteration 6F: 3 clusters Score -789957.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -790198.812500 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -790198.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -790374.000000 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -790374 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -790469.062500 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -790469.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -790528.062500 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -790528.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -790570.375000 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -790570.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -790597.875000 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -790597.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -790619.437500 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -790619.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -790636.125000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -790636.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -790648.125000 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -790648.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -790658.500000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -790658.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -790662.437500 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -790662.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -790669.250000 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -790669.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -790672.875000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -790672.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -790676.500000 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -790676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -790681.687500 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -790681.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -790688.312500 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -790688.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -790692.250000 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -790692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -790697.375000 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -790697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -790700.062500 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -790700.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -790704.062500 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -790704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -790704.187500 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -790704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -790706.125000 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -790706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -790706.250000 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -790706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -790708.625000 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -790708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -790711.500000 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -790711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -790713.875000 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -790713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -790714.437500 Penalty: 4375.871582
	Iteration 33Q: 3 clusters Score -790714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -790716.562500 Penalty: 4375.871582
	Iteration 34Q: 3 clusters Score -790716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -790717.625000 Penalty: 4375.871582
	Iteration 35Q: 3 clusters Score -790717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -790720.250000 Penalty: 4375.871582
	Iteration 36Q: 3 clusters Score -790720.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -790720.375000 Penalty: 4375.871582
	Iteration 37Q: 3 clusters Score -790720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -790720.375000 Penalty: 4375.871582
	Iteration 38F: 3 clusters Score -790720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Entering Unmasked Estep 
Score: -1858267.875000 Penalty: 2392.979736
	Iteration 0F: 2 clusters Score -1858268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1847062.375000 Penalty: 4785.959473
	Iteration 0F: 3 clusters Score -1847062 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1850672.000000 Penalty: 4785.959473
	Iteration 1F: 3 clusters Score -1850672 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1851019.000000 Penalty: 4785.959473
	Iteration 2F: 3 clusters Score -1851019 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1851250.375000 Penalty: 4785.959473
	Iteration 3Q: 3 clusters Score -1851250 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1851428.875000 Penalty: 4785.959473
	Iteration 4Q: 3 clusters Score -1851429 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1851580.375000 Penalty: 4785.959473
	Iteration 5Q: 3 clusters Score -1851580 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1851704.250000 Penalty: 4785.959473
	Iteration 6Q: 3 clusters Score -1851704 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1851812.125000 Penalty: 4785.959473
	Iteration 7Q: 3 clusters Score -1851812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1851936.000000 Penalty: 4785.959473
	Iteration 8Q: 3 clusters Score -1851936 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1852093.875000 Penalty: 4785.959473
	Iteration 9Q: 3 clusters Score -1852094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1852261.375000 Penalty: 4785.959473
	Iteration 10Q: 3 clusters Score -1852261 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1852485.500000 Penalty: 4785.959473
	Iteration 11Q: 3 clusters Score -1852486 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1852754.375000 Penalty: 4785.959473
	Iteration 12Q: 3 clusters Score -1852754 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1853034.750000 Penalty: 4785.959473
	Iteration 13Q: 3 clusters Score -1853035 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1853368.125000 Penalty: 4785.959473
	Iteration 14Q: 3 clusters Score -1853368 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1853746.500000 Penalty: 4785.959473
	Iteration 15Q: 3 clusters Score -1853746 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1854088.375000 Penalty: 4785.959473
	Iteration 16Q: 3 clusters Score -1854088 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1854400.500000 Penalty: 4785.959473
	Iteration 17Q: 3 clusters Score -1854400 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1854634.125000 Penalty: 4785.959473
	Iteration 18Q: 3 clusters Score -1854634 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1854826.750000 Penalty: 4785.959473
	Iteration 19Q: 3 clusters Score -1854827 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1854937.000000 Penalty: 4785.959473
	Iteration 20F: 3 clusters Score -1854937 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1855034.750000 Penalty: 4785.959473
	Iteration 21Q: 3 clusters Score -1855035 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1855139.000000 Penalty: 4785.959473
	Iteration 22Q: 3 clusters Score -1855139 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1855245.125000 Penalty: 4785.959473
	Iteration 23Q: 3 clusters Score -1855245 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1855336.625000 Penalty: 4785.959473
	Iteration 24Q: 3 clusters Score -1855337 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1855415.625000 Penalty: 4785.959473
	Iteration 25Q: 3 clusters Score -1855416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1855478.500000 Penalty: 4785.959473
	Iteration 26Q: 3 clusters Score -1855478 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1855537.750000 Penalty: 4785.959473
	Iteration 27Q: 3 clusters Score -1855538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1855580.875000 Penalty: 4785.959473
	Iteration 28Q: 3 clusters Score -1855581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1855615.250000 Penalty: 4785.959473
	Iteration 29Q: 3 clusters Score -1855615 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1855658.625000 Penalty: 4785.959473
	Iteration 30Q: 3 clusters Score -1855659 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1855695.125000 Penalty: 4785.959473
	Iteration 31Q: 3 clusters Score -1855695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1855721.750000 Penalty: 4785.959473
	Iteration 32Q: 3 clusters Score -1855722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1855761.125000 Penalty: 4785.959473
	Iteration 33Q: 3 clusters Score -1855761 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1855793.625000 Penalty: 4785.959473
	Iteration 34Q: 3 clusters Score -1855794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1855826.000000 Penalty: 4785.959473
	Iteration 35Q: 3 clusters Score -1855826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1855865.750000 Penalty: 4785.959473
	Iteration 36Q: 3 clusters Score -1855866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1855904.875000 Penalty: 4785.959473
	Iteration 37Q: 3 clusters Score -1855905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1855937.625000 Penalty: 4785.959473
	Iteration 38Q: 3 clusters Score -1855938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1855967.750000 Penalty: 4785.959473
	Iteration 39Q: 3 clusters Score -1855968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1855983.500000 Penalty: 4785.959473
	Iteration 40F: 3 clusters Score -1855984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1855997.875000 Penalty: 4785.959473
	Iteration 41Q: 3 clusters Score -1855998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1856012.250000 Penalty: 4785.959473
	Iteration 42Q: 3 clusters Score -1856012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1856026.000000 Penalty: 4785.959473
	Iteration 43Q: 3 clusters Score -1856026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1856041.125000 Penalty: 4785.959473
	Iteration 44Q: 3 clusters Score -1856041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1856057.500000 Penalty: 4785.959473
	Iteration 45Q: 3 clusters Score -1856058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1856068.750000 Penalty: 4785.959473
	Iteration 46Q: 3 clusters Score -1856069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1856083.375000 Penalty: 4785.959473
	Iteration 47Q: 3 clusters Score -1856083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1856093.125000 Penalty: 4785.959473
	Iteration 48Q: 3 clusters Score -1856093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1856100.625000 Penalty: 4785.959473
	Iteration 49Q: 3 clusters Score -1856101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1856103.500000 Penalty: 4785.959473
	Iteration 50Q: 3 clusters Score -1856104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1856110.750000 Penalty: 4785.959473
	Iteration 51Q: 3 clusters Score -1856111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1856116.625000 Penalty: 4785.959473
	Iteration 52Q: 3 clusters Score -1856117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1856119.250000 Penalty: 4785.959473
	Iteration 53Q: 3 clusters Score -1856119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1856120.750000 Penalty: 4785.959473
	Iteration 54Q: 3 clusters Score -1856121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1856125.125000 Penalty: 4785.959473
	Iteration 55Q: 3 clusters Score -1856125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1856125.500000 Penalty: 4785.959473
	Iteration 56Q: 3 clusters Score -1856126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1856130.250000 Penalty: 4785.959473
	Iteration 57Q: 3 clusters Score -1856130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1856132.250000 Penalty: 4785.959473
	Iteration 58Q: 3 clusters Score -1856132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1856134.500000 Penalty: 4785.959473
	Iteration 59Q: 3 clusters Score -1856134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1856136.250000 Penalty: 4785.959473
	Iteration 60F: 3 clusters Score -1856136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1856141.375000 Penalty: 4785.959473
	Iteration 61Q: 3 clusters Score -1856141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1856146.125000 Penalty: 4785.959473
	Iteration 62Q: 3 clusters Score -1856146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1856150.875000 Penalty: 4785.959473
	Iteration 63Q: 3 clusters Score -1856151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1856153.000000 Penalty: 4785.959473
	Iteration 64Q: 3 clusters Score -1856153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1856156.750000 Penalty: 4785.959473
	Iteration 65Q: 3 clusters Score -1856157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1856159.000000 Penalty: 4785.959473
	Iteration 66Q: 3 clusters Score -1856159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1856160.750000 Penalty: 4785.959473
	Iteration 67Q: 3 clusters Score -1856161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1856162.625000 Penalty: 4785.959473
	Iteration 68Q: 3 clusters Score -1856163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1856162.500000 Penalty: 4785.959473
	Iteration 69Q: 3 clusters Score -1856162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1856162.500000 Penalty: 4785.959473
	Iteration 70F: 3 clusters Score -1856162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Entering Unmasked Estep 
Score: -20269332.000000 Penalty: 2977.296875
	Iteration 0F: 2 clusters Score -2.026933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -20160774.000000 Penalty: 5954.593750
	Iteration 0F: 3 clusters Score -2.016077e+07 nChanged 78720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -20206198.000000 Penalty: 5954.593750
	Iteration 1F: 3 clusters Score -2.02062e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 80693 members 
Entering Unmasked Estep 
Score: -20207090.000000 Penalty: 5954.593750
	Iteration 2Q: 3 clusters Score -2.020709e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -20207940.000000 Penalty: 5954.593750
	Iteration 3Q: 3 clusters Score -2.020794e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -20208934.000000 Penalty: 5954.593750
	Iteration 4Q: 3 clusters Score -2.020893e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -20210276.000000 Penalty: 5954.593750
	Iteration 5Q: 3 clusters Score -2.021028e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
Score: -20212000.000000 Penalty: 5954.593750
	Iteration 6Q: 3 clusters Score -2.0212e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -20214508.000000 Penalty: 5954.593750
	Iteration 7Q: 3 clusters Score -2.021451e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -20218220.000000 Penalty: 5954.593750
	Iteration 8Q: 3 clusters Score -2.021822e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -20223764.000000 Penalty: 5954.593750
	Iteration 9F: 3 clusters Score -2.022376e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100906 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -20231204.000000 Penalty: 5954.593750
	Iteration 10F: 3 clusters Score -2.02312e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104840 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -20238432.000000 Penalty: 5954.593750
	Iteration 11F: 3 clusters Score -2.023843e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -20243546.000000 Penalty: 5954.593750
	Iteration 12F: 3 clusters Score -2.024355e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109947 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -20246014.000000 Penalty: 5954.593750
	Iteration 13Q: 3 clusters Score -2.024601e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112044 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -20247276.000000 Penalty: 5954.593750
	Iteration 14Q: 3 clusters Score -2.024728e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -20248118.000000 Penalty: 5954.593750
	Iteration 15Q: 3 clusters Score -2.024812e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116170 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -20248962.000000 Penalty: 5954.593750
	Iteration 16Q: 3 clusters Score -2.024896e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -20249636.000000 Penalty: 5954.593750
	Iteration 17Q: 3 clusters Score -2.024964e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120565 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -20250448.000000 Penalty: 5954.593750
	Iteration 18Q: 3 clusters Score -2.025045e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122799 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -20251208.000000 Penalty: 5954.593750
	Iteration 19Q: 3 clusters Score -2.025121e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -20252084.000000 Penalty: 5954.593750
	Iteration 20F: 3 clusters Score -2.025208e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127294 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -20252882.000000 Penalty: 5954.593750
	Iteration 21Q: 3 clusters Score -2.025288e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -20253628.000000 Penalty: 5954.593750
	Iteration 22Q: 3 clusters Score -2.025363e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -20254344.000000 Penalty: 5954.593750
	Iteration 23Q: 3 clusters Score -2.025434e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -20255150.000000 Penalty: 5954.593750
	Iteration 24Q: 3 clusters Score -2.025515e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -20256184.000000 Penalty: 5954.593750
	Iteration 25Q: 3 clusters Score -2.025618e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139233 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -20257234.000000 Penalty: 5954.593750
	Iteration 26Q: 3 clusters Score -2.025723e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141770 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -20258224.000000 Penalty: 5954.593750
	Iteration 27Q: 3 clusters Score -2.025822e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144333 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -20259476.000000 Penalty: 5954.593750
	Iteration 28Q: 3 clusters Score -2.025948e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146836 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -20260510.000000 Penalty: 5954.593750
	Iteration 29Q: 3 clusters Score -2.026051e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149208 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -20261604.000000 Penalty: 5954.593750
	Iteration 30Q: 3 clusters Score -2.02616e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -20262466.000000 Penalty: 5954.593750
	Iteration 31Q: 3 clusters Score -2.026247e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153247 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -20263112.000000 Penalty: 5954.593750
	Iteration 32Q: 3 clusters Score -2.026311e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -20263758.000000 Penalty: 5954.593750
	Iteration 33Q: 3 clusters Score -2.026376e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -20264378.000000 Penalty: 5954.593750
	Iteration 34Q: 3 clusters Score -2.026438e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -20264844.000000 Penalty: 5954.593750
	Iteration 35Q: 3 clusters Score -2.026484e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158781 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -20265194.000000 Penalty: 5954.593750
	Iteration 36Q: 3 clusters Score -2.026519e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -20265618.000000 Penalty: 5954.593750
	Iteration 37Q: 3 clusters Score -2.026562e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160287 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -20265888.000000 Penalty: 5954.593750
	Iteration 38Q: 3 clusters Score -2.026589e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160773 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20266090.000000 Penalty: 5954.593750
	Iteration 39Q: 3 clusters Score -2.026609e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -20266266.000000 Penalty: 5954.593750
	Iteration 40F: 3 clusters Score -2.026627e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -20266406.000000 Penalty: 5954.593750
	Iteration 41Q: 3 clusters Score -2.026641e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20266456.000000 Penalty: 5954.593750
	Iteration 42Q: 3 clusters Score -2.026646e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -20266544.000000 Penalty: 5954.593750
	Iteration 43Q: 3 clusters Score -2.026654e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161928 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20266620.000000 Penalty: 5954.593750
	Iteration 44Q: 3 clusters Score -2.026662e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20266620.000000 Penalty: 5954.593750
	Iteration 45Q: 3 clusters Score -2.026662e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162169 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20266672.000000 Penalty: 5954.593750
	Iteration 46Q: 3 clusters Score -2.026667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162262 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20266750.000000 Penalty: 5954.593750
	Iteration 47Q: 3 clusters Score -2.026675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162318 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20266764.000000 Penalty: 5954.593750
	Iteration 48Q: 3 clusters Score -2.026676e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -20266784.000000 Penalty: 5954.593750
	Iteration 49Q: 3 clusters Score -2.026678e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20266794.000000 Penalty: 5954.593750
	Iteration 50Q: 3 clusters Score -2.026679e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162454 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20266840.000000 Penalty: 5954.593750
	Iteration 51Q: 3 clusters Score -2.026684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -20266840.000000 Penalty: 5954.593750
	Iteration 52Q: 3 clusters Score -2.026684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20266886.000000 Penalty: 5954.593750
	Iteration 53Q: 3 clusters Score -2.026689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162536 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20266886.000000 Penalty: 5954.593750
	Iteration 54Q: 3 clusters Score -2.026689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162560 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20266888.000000 Penalty: 5954.593750
	Iteration 55Q: 3 clusters Score -2.026689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162582 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20266894.000000 Penalty: 5954.593750
	Iteration 56Q: 3 clusters Score -2.026689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20266904.000000 Penalty: 5954.593750
	Iteration 57Q: 3 clusters Score -2.02669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162610 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20266898.000000 Penalty: 5954.593750
	Iteration 58Q: 3 clusters Score -2.02669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162621 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20266912.000000 Penalty: 5954.593750
	Iteration 59Q: 3 clusters Score -2.026691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162630 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20266914.000000 Penalty: 5954.593750
	Iteration 60F: 3 clusters Score -2.026691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162635 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20266904.000000 Penalty: 5954.593750
	Iteration 61Q: 3 clusters Score -2.02669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162637 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20266910.000000 Penalty: 5954.593750
	Iteration 62Q: 3 clusters Score -2.026691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20266932.000000 Penalty: 5954.593750
	Iteration 63Q: 3 clusters Score -2.026693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162646 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20266918.000000 Penalty: 5954.593750
	Iteration 64Q: 3 clusters Score -2.026692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20266920.000000 Penalty: 5954.593750
	Iteration 65Q: 3 clusters Score -2.026692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162657 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20266926.000000 Penalty: 5954.593750
	Iteration 66Q: 3 clusters Score -2.026693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20266926.000000 Penalty: 5954.593750
	Iteration 67Q: 3 clusters Score -2.026693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162674 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20266936.000000 Penalty: 5954.593750
	Iteration 68Q: 3 clusters Score -2.026694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162679 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20266928.000000 Penalty: 5954.593750
	Iteration 69Q: 3 clusters Score -2.026693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20266950.000000 Penalty: 5954.593750
	Iteration 70Q: 3 clusters Score -2.026695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162682 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20266940.000000 Penalty: 5954.593750
	Iteration 71Q: 3 clusters Score -2.026694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -20266938.000000 Penalty: 5954.593750
	Iteration 72Q: 3 clusters Score -2.026694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20266938.000000 Penalty: 5954.593750
	Iteration 73Q: 3 clusters Score -2.026694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20266940.000000 Penalty: 5954.593750
	Iteration 74Q: 3 clusters Score -2.026694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20266940.000000 Penalty: 5954.593750
	Iteration 75F: 3 clusters Score -2.026694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Entering Unmasked Estep 
Score: -1652338.875000 Penalty: 2360.967041
	Iteration 0F: 2 clusters Score -1652339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1642398.750000 Penalty: 4721.934082
	Iteration 0F: 3 clusters Score -1642399 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1645641.750000 Penalty: 4721.934082
	Iteration 1F: 3 clusters Score -1645642 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1646312.000000 Penalty: 4721.934082
	Iteration 2F: 3 clusters Score -1646312 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1647056.625000 Penalty: 4721.934082
	Iteration 3F: 3 clusters Score -1647057 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1647915.625000 Penalty: 4721.934082
	Iteration 4F: 3 clusters Score -1647916 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1648706.500000 Penalty: 4721.934082
	Iteration 5F: 3 clusters Score -1648706 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1649411.000000 Penalty: 4721.934082
	Iteration 6F: 3 clusters Score -1649411 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1649988.375000 Penalty: 4721.934082
	Iteration 7F: 3 clusters Score -1649988 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1650381.750000 Penalty: 4721.934082
	Iteration 8Q: 3 clusters Score -1650382 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1650605.500000 Penalty: 4721.934082
	Iteration 9Q: 3 clusters Score -1650606 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1650739.625000 Penalty: 4721.934082
	Iteration 10Q: 3 clusters Score -1650740 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1650828.375000 Penalty: 4721.934082
	Iteration 11Q: 3 clusters Score -1650828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1650892.250000 Penalty: 4721.934082
	Iteration 12Q: 3 clusters Score -1650892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1650931.500000 Penalty: 4721.934082
	Iteration 13Q: 3 clusters Score -1650932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1650967.500000 Penalty: 4721.934082
	Iteration 14Q: 3 clusters Score -1650968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1650992.125000 Penalty: 4721.934082
	Iteration 15Q: 3 clusters Score -1650992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1651018.125000 Penalty: 4721.934082
	Iteration 16Q: 3 clusters Score -1651018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1651038.500000 Penalty: 4721.934082
	Iteration 17Q: 3 clusters Score -1651038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1651044.000000 Penalty: 4721.934082
	Iteration 18Q: 3 clusters Score -1651044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1651055.250000 Penalty: 4721.934082
	Iteration 19Q: 3 clusters Score -1651055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1651068.625000 Penalty: 4721.934082
	Iteration 20F: 3 clusters Score -1651069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1651076.750000 Penalty: 4721.934082
	Iteration 21Q: 3 clusters Score -1651077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1651080.250000 Penalty: 4721.934082
	Iteration 22Q: 3 clusters Score -1651080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1651088.500000 Penalty: 4721.934082
	Iteration 23Q: 3 clusters Score -1651088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1651096.375000 Penalty: 4721.934082
	Iteration 24Q: 3 clusters Score -1651096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1651102.250000 Penalty: 4721.934082
	Iteration 25Q: 3 clusters Score -1651102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1651099.625000 Penalty: 4721.934082
	Iteration 26Q: 3 clusters Score -1651100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1651108.875000 Penalty: 4721.934082
	Iteration 27Q: 3 clusters Score -1651109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1651114.125000 Penalty: 4721.934082
	Iteration 28Q: 3 clusters Score -1651114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1651124.500000 Penalty: 4721.934082
	Iteration 29Q: 3 clusters Score -1651124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1651131.500000 Penalty: 4721.934082
	Iteration 30Q: 3 clusters Score -1651132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1651137.125000 Penalty: 4721.934082
	Iteration 31Q: 3 clusters Score -1651137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1651148.000000 Penalty: 4721.934082
	Iteration 32Q: 3 clusters Score -1651148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1651150.625000 Penalty: 4721.934082
	Iteration 33Q: 3 clusters Score -1651151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1651154.500000 Penalty: 4721.934082
	Iteration 34Q: 3 clusters Score -1651154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1651152.250000 Penalty: 4721.934082
	Iteration 35Q: 3 clusters Score -1651152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1651156.750000 Penalty: 4721.934082
	Iteration 36Q: 3 clusters Score -1651157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1651155.500000 Penalty: 4721.934082
	Iteration 37Q: 3 clusters Score -1651156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1651158.375000 Penalty: 4721.934082
	Iteration 38Q: 3 clusters Score -1651158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1651160.250000 Penalty: 4721.934082
	Iteration 39Q: 3 clusters Score -1651160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1651158.500000 Penalty: 4721.934082
	Iteration 40F: 3 clusters Score -1651158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1651160.500000 Penalty: 4721.934082
	Iteration 41Q: 3 clusters Score -1651160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1651159.125000 Penalty: 4721.934082
	Iteration 42Q: 3 clusters Score -1651159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1651159.500000 Penalty: 4721.934082
	Iteration 43Q: 3 clusters Score -1651160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1651161.000000 Penalty: 4721.934082
	Iteration 44Q: 3 clusters Score -1651161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1651160.625000 Penalty: 4721.934082
	Iteration 45Q: 3 clusters Score -1651161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1651160.625000 Penalty: 4721.934082
	Iteration 46F: 3 clusters Score -1651161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (218093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218093 members 
Entering Unmasked Estep 
Score: -26712906.000000 Penalty: 3048.583984
	Iteration 0F: 2 clusters Score -2.671291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -26570148.000000 Penalty: 6097.167969
	Iteration 0F: 3 clusters Score -2.657015e+07 nChanged 104900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 108980 members 
Entering Unmasked Estep 
Score: -26631236.000000 Penalty: 6097.167969
	Iteration 1F: 3 clusters Score -2.663124e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108813 members 
Mstep: Class 2 contains 109280 members 
Entering Unmasked Estep 
Score: -26632514.000000 Penalty: 6097.167969
	Iteration 2Q: 3 clusters Score -2.663251e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -26634480.000000 Penalty: 6097.167969
	Iteration 3Q: 3 clusters Score -2.663448e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -26637944.000000 Penalty: 6097.167969
	Iteration 4Q: 3 clusters Score -2.663794e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 112173 members 
Entering Unmasked Estep 
Score: -26643036.000000 Penalty: 6097.167969
	Iteration 5Q: 3 clusters Score -2.664304e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102939 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -26651098.000000 Penalty: 6097.167969
	Iteration 6F: 3 clusters Score -2.66511e+07 nChanged 15297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98360 members 
Mstep: Class 2 contains 119733 members 
Entering Unmasked Estep 
Score: -26662960.000000 Penalty: 6097.167969
	Iteration 7F: 3 clusters Score -2.666296e+07 nChanged 16084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 125109 members 
Entering Unmasked Estep 
Score: -26675990.000000 Penalty: 6097.167969
	Iteration 8F: 3 clusters Score -2.667599e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 129868 members 
Entering Unmasked Estep 
Score: -26685286.000000 Penalty: 6097.167969
	Iteration 9F: 3 clusters Score -2.668529e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 133721 members 
Entering Unmasked Estep 
Score: -26689042.000000 Penalty: 6097.167969
	Iteration 10Q: 3 clusters Score -2.668904e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 137221 members 
Entering Unmasked Estep 
Score: -26690948.000000 Penalty: 6097.167969
	Iteration 11Q: 3 clusters Score -2.669095e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -26692538.000000 Penalty: 6097.167969
	Iteration 12Q: 3 clusters Score -2.669254e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 144291 members 
Entering Unmasked Estep 
Score: -26693872.000000 Penalty: 6097.167969
	Iteration 13Q: 3 clusters Score -2.669387e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -26695198.000000 Penalty: 6097.167969
	Iteration 14Q: 3 clusters Score -2.66952e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -26696462.000000 Penalty: 6097.167969
	Iteration 15Q: 3 clusters Score -2.669646e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 154357 members 
Entering Unmasked Estep 
Score: -26697580.000000 Penalty: 6097.167969
	Iteration 16Q: 3 clusters Score -2.669758e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 157750 members 
Entering Unmasked Estep 
Score: -26699008.000000 Penalty: 6097.167969
	Iteration 17Q: 3 clusters Score -2.669901e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 161045 members 
Entering Unmasked Estep 
Score: -26700252.000000 Penalty: 6097.167969
	Iteration 18Q: 3 clusters Score -2.670025e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -26701530.000000 Penalty: 6097.167969
	Iteration 19Q: 3 clusters Score -2.670153e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -26702702.000000 Penalty: 6097.167969
	Iteration 20F: 3 clusters Score -2.67027e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 171158 members 
Entering Unmasked Estep 
Score: -26703826.000000 Penalty: 6097.167969
	Iteration 21Q: 3 clusters Score -2.670383e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 174419 members 
Entering Unmasked Estep 
Score: -26704826.000000 Penalty: 6097.167969
	Iteration 22Q: 3 clusters Score -2.670483e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 177509 members 
Entering Unmasked Estep 
Score: -26705592.000000 Penalty: 6097.167969
	Iteration 23Q: 3 clusters Score -2.670559e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -26706214.000000 Penalty: 6097.167969
	Iteration 24Q: 3 clusters Score -2.670621e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 182984 members 
Entering Unmasked Estep 
Score: -26706952.000000 Penalty: 6097.167969
	Iteration 25Q: 3 clusters Score -2.670695e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 185473 members 
Entering Unmasked Estep 
Score: -26707468.000000 Penalty: 6097.167969
	Iteration 26Q: 3 clusters Score -2.670747e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 187823 members 
Entering Unmasked Estep 
Score: -26708084.000000 Penalty: 6097.167969
	Iteration 27Q: 3 clusters Score -2.670808e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 190089 members 
Entering Unmasked Estep 
Score: -26708568.000000 Penalty: 6097.167969
	Iteration 28Q: 3 clusters Score -2.670857e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 192174 members 
Entering Unmasked Estep 
Score: -26709024.000000 Penalty: 6097.167969
	Iteration 29Q: 3 clusters Score -2.670902e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 194128 members 
Entering Unmasked Estep 
Score: -26709324.000000 Penalty: 6097.167969
	Iteration 30Q: 3 clusters Score -2.670932e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -26709748.000000 Penalty: 6097.167969
	Iteration 31Q: 3 clusters Score -2.670975e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 197482 members 
Entering Unmasked Estep 
Score: -26710046.000000 Penalty: 6097.167969
	Iteration 32Q: 3 clusters Score -2.671005e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 198978 members 
Entering Unmasked Estep 
Score: -26710342.000000 Penalty: 6097.167969
	Iteration 33Q: 3 clusters Score -2.671034e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 200375 members 
Entering Unmasked Estep 
Score: -26710606.000000 Penalty: 6097.167969
	Iteration 34Q: 3 clusters Score -2.671061e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 201645 members 
Entering Unmasked Estep 
Score: -26710966.000000 Penalty: 6097.167969
	Iteration 35Q: 3 clusters Score -2.671097e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 202770 members 
Entering Unmasked Estep 
Score: -26711212.000000 Penalty: 6097.167969
	Iteration 36Q: 3 clusters Score -2.671121e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 203768 members 
Entering Unmasked Estep 
Score: -26711348.000000 Penalty: 6097.167969
	Iteration 37Q: 3 clusters Score -2.671135e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 204642 members 
Entering Unmasked Estep 
Score: -26711448.000000 Penalty: 6097.167969
	Iteration 38Q: 3 clusters Score -2.671145e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 205457 members 
Entering Unmasked Estep 
Score: -26711588.000000 Penalty: 6097.167969
	Iteration 39Q: 3 clusters Score -2.671159e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 206201 members 
Entering Unmasked Estep 
Score: -26711642.000000 Penalty: 6097.167969
	Iteration 40F: 3 clusters Score -2.671164e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 206890 members 
Entering Unmasked Estep 
Score: -26711636.000000 Penalty: 6097.167969
	Iteration 41Q: 3 clusters Score -2.671164e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 207515 members 
Entering Unmasked Estep 
Score: -26711798.000000 Penalty: 6097.167969
	Iteration 42Q: 3 clusters Score -2.67118e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 208042 members 
Entering Unmasked Estep 
Score: -26711756.000000 Penalty: 6097.167969
	Iteration 43Q: 3 clusters Score -2.671176e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 208530 members 
Entering Unmasked Estep 
Score: -26711878.000000 Penalty: 6097.167969
	Iteration 44Q: 3 clusters Score -2.671188e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 208981 members 
Entering Unmasked Estep 
Score: -26711946.000000 Penalty: 6097.167969
	Iteration 45Q: 3 clusters Score -2.671195e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 209359 members 
Entering Unmasked Estep 
Score: -26711962.000000 Penalty: 6097.167969
	Iteration 46Q: 3 clusters Score -2.671196e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 209692 members 
Entering Unmasked Estep 
Score: -26711956.000000 Penalty: 6097.167969
	Iteration 47Q: 3 clusters Score -2.671196e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 210008 members 
Entering Unmasked Estep 
Score: -26711982.000000 Penalty: 6097.167969
	Iteration 48Q: 3 clusters Score -2.671198e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 210288 members 
Entering Unmasked Estep 
Score: -26711952.000000 Penalty: 6097.167969
	Iteration 49Q: 3 clusters Score -2.671195e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 210534 members 
Entering Unmasked Estep 
Score: -26712056.000000 Penalty: 6097.167969
	Iteration 50Q: 3 clusters Score -2.671206e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 210745 members 
Entering Unmasked Estep 
Score: -26712044.000000 Penalty: 6097.167969
	Iteration 51Q: 3 clusters Score -2.671204e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 210942 members 
Entering Unmasked Estep 
Score: -26712098.000000 Penalty: 6097.167969
	Iteration 52Q: 3 clusters Score -2.67121e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -26712078.000000 Penalty: 6097.167969
	Iteration 53Q: 3 clusters Score -2.671208e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 211276 members 
Entering Unmasked Estep 
Score: -26712096.000000 Penalty: 6097.167969
	Iteration 54Q: 3 clusters Score -2.67121e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 211417 members 
Entering Unmasked Estep 
Score: -26712090.000000 Penalty: 6097.167969
	Iteration 55Q: 3 clusters Score -2.671209e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 211542 members 
Entering Unmasked Estep 
Score: -26712094.000000 Penalty: 6097.167969
	Iteration 56Q: 3 clusters Score -2.671209e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 211654 members 
Entering Unmasked Estep 
Score: -26712104.000000 Penalty: 6097.167969
	Iteration 57Q: 3 clusters Score -2.67121e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 211759 members 
Entering Unmasked Estep 
Score: -26712124.000000 Penalty: 6097.167969
	Iteration 58Q: 3 clusters Score -2.671212e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 211851 members 
Entering Unmasked Estep 
Score: -26712040.000000 Penalty: 6097.167969
	Iteration 59Q: 3 clusters Score -2.671204e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 211949 members 
Entering Unmasked Estep 
Score: -26712036.000000 Penalty: 6097.167969
	Iteration 60F: 3 clusters Score -2.671204e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 212035 members 
Entering Unmasked Estep 
Score: -26712018.000000 Penalty: 6097.167969
	Iteration 61Q: 3 clusters Score -2.671202e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 212111 members 
Entering Unmasked Estep 
Score: -26711994.000000 Penalty: 6097.167969
	Iteration 62Q: 3 clusters Score -2.671199e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 212172 members 
Entering Unmasked Estep 
Score: -26711986.000000 Penalty: 6097.167969
	Iteration 63Q: 3 clusters Score -2.671199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 212226 members 
Entering Unmasked Estep 
Score: -26712008.000000 Penalty: 6097.167969
	Iteration 64Q: 3 clusters Score -2.671201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 212272 members 
Entering Unmasked Estep 
Score: -26712010.000000 Penalty: 6097.167969
	Iteration 65Q: 3 clusters Score -2.671201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 212302 members 
Entering Unmasked Estep 
Score: -26712028.000000 Penalty: 6097.167969
	Iteration 66Q: 3 clusters Score -2.671203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 212333 members 
Entering Unmasked Estep 
Score: -26712016.000000 Penalty: 6097.167969
	Iteration 67Q: 3 clusters Score -2.671202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 212366 members 
Entering Unmasked Estep 
Score: -26711992.000000 Penalty: 6097.167969
	Iteration 68Q: 3 clusters Score -2.671199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 212386 members 
Entering Unmasked Estep 
Score: -26711990.000000 Penalty: 6097.167969
	Iteration 69Q: 3 clusters Score -2.671199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 212401 members 
Entering Unmasked Estep 
Score: -26711982.000000 Penalty: 6097.167969
	Iteration 70Q: 3 clusters Score -2.671198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 212420 members 
Entering Unmasked Estep 
Score: -26712000.000000 Penalty: 6097.167969
	Iteration 71Q: 3 clusters Score -2.6712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 212441 members 
Entering Unmasked Estep 
Score: -26711994.000000 Penalty: 6097.167969
	Iteration 72Q: 3 clusters Score -2.671199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 212461 members 
Entering Unmasked Estep 
Score: -26711974.000000 Penalty: 6097.167969
	Iteration 73Q: 3 clusters Score -2.671197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 212476 members 
Entering Unmasked Estep 
Score: -26712020.000000 Penalty: 6097.167969
	Iteration 74Q: 3 clusters Score -2.671202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 212488 members 
Entering Unmasked Estep 
Score: -26711984.000000 Penalty: 6097.167969
	Iteration 75Q: 3 clusters Score -2.671198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 212497 members 
Entering Unmasked Estep 
Score: -26711982.000000 Penalty: 6097.167969
	Iteration 76Q: 3 clusters Score -2.671198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 212515 members 
Entering Unmasked Estep 
Score: -26711982.000000 Penalty: 6097.167969
	Iteration 77Q: 3 clusters Score -2.671198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 212539 members 
Entering Unmasked Estep 
Score: -26711984.000000 Penalty: 6097.167969
	Iteration 78Q: 3 clusters Score -2.671198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 212561 members 
Entering Unmasked Estep 
Score: -26711956.000000 Penalty: 6097.167969
	Iteration 79Q: 3 clusters Score -2.671196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 212578 members 
Entering Unmasked Estep 
Score: -26711966.000000 Penalty: 6097.167969
	Iteration 80F: 3 clusters Score -2.671197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 212599 members 
Entering Unmasked Estep 
Score: -26711952.000000 Penalty: 6097.167969
	Iteration 81Q: 3 clusters Score -2.671195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 212615 members 
Entering Unmasked Estep 
Score: -26711942.000000 Penalty: 6097.167969
	Iteration 82Q: 3 clusters Score -2.671194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 212629 members 
Entering Unmasked Estep 
Score: -26711936.000000 Penalty: 6097.167969
	Iteration 83Q: 3 clusters Score -2.671194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 212639 members 
Entering Unmasked Estep 
Score: -26711930.000000 Penalty: 6097.167969
	Iteration 84Q: 3 clusters Score -2.671193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 212651 members 
Entering Unmasked Estep 
Score: -26711950.000000 Penalty: 6097.167969
	Iteration 85Q: 3 clusters Score -2.671195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 212665 members 
Entering Unmasked Estep 
Score: -26711950.000000 Penalty: 6097.167969
	Iteration 86Q: 3 clusters Score -2.671195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 212677 members 
Entering Unmasked Estep 
Score: -26711932.000000 Penalty: 6097.167969
	Iteration 87Q: 3 clusters Score -2.671193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 212690 members 
Entering Unmasked Estep 
Score: -26711934.000000 Penalty: 6097.167969
	Iteration 88Q: 3 clusters Score -2.671193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 212703 members 
Entering Unmasked Estep 
Score: -26711938.000000 Penalty: 6097.167969
	Iteration 89Q: 3 clusters Score -2.671194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 212713 members 
Entering Unmasked Estep 
Score: -26711930.000000 Penalty: 6097.167969
	Iteration 90Q: 3 clusters Score -2.671193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 212722 members 
Entering Unmasked Estep 
Score: -26711930.000000 Penalty: 6097.167969
	Iteration 91Q: 3 clusters Score -2.671193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 212727 members 
Entering Unmasked Estep 
Score: -26711926.000000 Penalty: 6097.167969
	Iteration 92Q: 3 clusters Score -2.671193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 212729 members 
Entering Unmasked Estep 
Score: -26711938.000000 Penalty: 6097.167969
	Iteration 93Q: 3 clusters Score -2.671194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 212731 members 
Entering Unmasked Estep 
Score: -26711944.000000 Penalty: 6097.167969
	Iteration 94Q: 3 clusters Score -2.671194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 212734 members 
Entering Unmasked Estep 
Score: -26711942.000000 Penalty: 6097.167969
	Iteration 95Q: 3 clusters Score -2.671194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 212737 members 
Entering Unmasked Estep 
Score: -26711946.000000 Penalty: 6097.167969
	Iteration 96Q: 3 clusters Score -2.671195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 212741 members 
Entering Unmasked Estep 
Score: -26711954.000000 Penalty: 6097.167969
	Iteration 97Q: 3 clusters Score -2.671195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 212745 members 
Entering Unmasked Estep 
Score: -26711946.000000 Penalty: 6097.167969
	Iteration 98Q: 3 clusters Score -2.671195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 212750 members 
Entering Unmasked Estep 
Score: -26711942.000000 Penalty: 6097.167969
	Iteration 99Q: 3 clusters Score -2.671194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 212759 members 
Entering Unmasked Estep 
Score: -26711940.000000 Penalty: 6097.167969
	Iteration 100F: 3 clusters Score -2.671194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 212767 members 
Entering Unmasked Estep 
Score: -26711942.000000 Penalty: 6097.167969
	Iteration 101Q: 3 clusters Score -2.671194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 212775 members 
Entering Unmasked Estep 
Score: -26711956.000000 Penalty: 6097.167969
	Iteration 102Q: 3 clusters Score -2.671196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 212779 members 
Entering Unmasked Estep 
Score: -26711950.000000 Penalty: 6097.167969
	Iteration 103Q: 3 clusters Score -2.671195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 212785 members 
Entering Unmasked Estep 
Score: -26711950.000000 Penalty: 6097.167969
	Iteration 104Q: 3 clusters Score -2.671195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 212794 members 
Entering Unmasked Estep 
Score: -26711930.000000 Penalty: 6097.167969
	Iteration 105Q: 3 clusters Score -2.671193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 212800 members 
Entering Unmasked Estep 
Score: -26711918.000000 Penalty: 6097.167969
	Iteration 106Q: 3 clusters Score -2.671192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 212806 members 
Entering Unmasked Estep 
Score: -26711934.000000 Penalty: 6097.167969
	Iteration 107Q: 3 clusters Score -2.671193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 212812 members 
Entering Unmasked Estep 
Score: -26711928.000000 Penalty: 6097.167969
	Iteration 108Q: 3 clusters Score -2.671193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -26711926.000000 Penalty: 6097.167969
	Iteration 109Q: 3 clusters Score -2.671193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 212817 members 
Entering Unmasked Estep 
Score: -26711930.000000 Penalty: 6097.167969
	Iteration 110Q: 3 clusters Score -2.671193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -26711926.000000 Penalty: 6097.167969
	Iteration 111Q: 3 clusters Score -2.671193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 212820 members 
Entering Unmasked Estep 
Score: -26711930.000000 Penalty: 6097.167969
	Iteration 112Q: 3 clusters Score -2.671193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -26711928.000000 Penalty: 6097.167969
	Iteration 113Q: 3 clusters Score -2.671193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 212819 members 
Entering Unmasked Estep 
Score: -26711928.000000 Penalty: 6097.167969
	Iteration 114F: 3 clusters Score -2.671193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122605.023438 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122605 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 597 members 
Entering Unmasked Estep 
Score: -120654.476562 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120654.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121062.085938 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -121062.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121380.445312 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121380.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121578.460938 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -121578.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121710.445312 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -121710.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121807.390625 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -121807.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121876.000000 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -121876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -121967.218750 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -121967.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -122089.492188 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -122089.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -122156.781250 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -122156.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -122232.929688 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -122232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -122297.250000 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -122297.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -122324.703125 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -122324.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -122341.835938 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -122341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -122363.664062 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -122363.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -122381.640625 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -122381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122392.421875 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -122392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122397.890625 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -122397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -122404.703125 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -122404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -122407.023438 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -122407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -122407.898438 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -122407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -122412.062500 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -122412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -122412.507812 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -122412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -122413.835938 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -122413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -122417.359375 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -122417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -122420.804688 Penalty: 3507.921387
	Iteration 25Q: 3 clusters Score -122420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -122423.867188 Penalty: 3507.921387
	Iteration 26Q: 3 clusters Score -122423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -122433.335938 Penalty: 3507.921387
	Iteration 27Q: 3 clusters Score -122433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -122441.406250 Penalty: 3507.921387
	Iteration 28Q: 3 clusters Score -122441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -122454.289062 Penalty: 3507.921387
	Iteration 29Q: 3 clusters Score -122454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -122462.726562 Penalty: 3507.921387
	Iteration 30Q: 3 clusters Score -122462.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -122471.820312 Penalty: 3507.921387
	Iteration 31Q: 3 clusters Score -122471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122477.398438 Penalty: 3507.921387
	Iteration 32Q: 3 clusters Score -122477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -122483.273438 Penalty: 3507.921387
	Iteration 33Q: 3 clusters Score -122483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -122488.804688 Penalty: 3507.921387
	Iteration 34Q: 3 clusters Score -122488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -122494.984375 Penalty: 3507.921387
	Iteration 35Q: 3 clusters Score -122495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -122497.804688 Penalty: 3507.921387
	Iteration 36Q: 3 clusters Score -122497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -122501.031250 Penalty: 3507.921387
	Iteration 37Q: 3 clusters Score -122501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -122501.664062 Penalty: 3507.921387
	Iteration 38Q: 3 clusters Score -122501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -122502.468750 Penalty: 3507.921387
	Iteration 39Q: 3 clusters Score -122502.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122503.906250 Penalty: 3507.921387
	Iteration 40F: 3 clusters Score -122503.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (197948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197948 members 
Entering Unmasked Estep 
Score: -24207562.000000 Penalty: 3024.548340
	Iteration 0F: 2 clusters Score -2.420756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -24079956.000000 Penalty: 6049.096680
	Iteration 0F: 3 clusters Score -2.407996e+07 nChanged 94938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108103 members 
Mstep: Class 2 contains 89845 members 
Entering Unmasked Estep 
Score: -24135926.000000 Penalty: 6049.096680
	Iteration 1F: 3 clusters Score -2.413593e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -24138298.000000 Penalty: 6049.096680
	Iteration 2Q: 3 clusters Score -2.41383e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121167 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -24142346.000000 Penalty: 6049.096680
	Iteration 3Q: 3 clusters Score -2.414235e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -24149154.000000 Penalty: 6049.096680
	Iteration 4F: 3 clusters Score -2.414915e+07 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -24160316.000000 Penalty: 6049.096680
	Iteration 5F: 3 clusters Score -2.416032e+07 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163200 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -24174964.000000 Penalty: 6049.096680
	Iteration 6F: 3 clusters Score -2.417496e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -24188922.000000 Penalty: 6049.096680
	Iteration 7F: 3 clusters Score -2.418892e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189562 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -24197968.000000 Penalty: 6049.096680
	Iteration 8F: 3 clusters Score -2.419797e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194779 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -24202412.000000 Penalty: 6049.096680
	Iteration 9Q: 3 clusters Score -2.420241e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196691 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24203842.000000 Penalty: 6049.096680
	Iteration 10Q: 3 clusters Score -2.420384e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197271 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24204356.000000 Penalty: 6049.096680
	Iteration 11Q: 3 clusters Score -2.420436e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197442 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -24204522.000000 Penalty: 6049.096680
	Iteration 12Q: 3 clusters Score -2.420452e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -24204658.000000 Penalty: 6049.096680
	Iteration 13Q: 3 clusters Score -2.420466e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197552 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -24204720.000000 Penalty: 6049.096680
	Iteration 14Q: 3 clusters Score -2.420472e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197573 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24204758.000000 Penalty: 6049.096680
	Iteration 15Q: 3 clusters Score -2.420476e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197578 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -24204788.000000 Penalty: 6049.096680
	Iteration 16Q: 3 clusters Score -2.420479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197586 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -24204812.000000 Penalty: 6049.096680
	Iteration 17Q: 3 clusters Score -2.420481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197589 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24204816.000000 Penalty: 6049.096680
	Iteration 18Q: 3 clusters Score -2.420482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197595 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24204822.000000 Penalty: 6049.096680
	Iteration 19Q: 3 clusters Score -2.420482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197593 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -24204824.000000 Penalty: 6049.096680
	Iteration 20F: 3 clusters Score -2.420482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197595 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24204824.000000 Penalty: 6049.096680
	Iteration 21Q: 3 clusters Score -2.420482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197598 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -24204838.000000 Penalty: 6049.096680
	Iteration 22Q: 3 clusters Score -2.420484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197601 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24204838.000000 Penalty: 6049.096680
	Iteration 23Q: 3 clusters Score -2.420484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197604 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24204836.000000 Penalty: 6049.096680
	Iteration 24Q: 3 clusters Score -2.420484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197606 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -24204836.000000 Penalty: 6049.096680
	Iteration 25Q: 3 clusters Score -2.420484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197607 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24204844.000000 Penalty: 6049.096680
	Iteration 26Q: 3 clusters Score -2.420484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197607 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24204844.000000 Penalty: 6049.096680
	Iteration 27F: 3 clusters Score -2.420484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Entering Unmasked Estep 
Score: -6224245.000000 Penalty: 2684.670166
	Iteration 0F: 2 clusters Score -6224245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6190357.000000 Penalty: 5369.340332
	Iteration 0F: 3 clusters Score -6190357 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -6203460.500000 Penalty: 5369.340332
	Iteration 1F: 3 clusters Score -6203460 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -6204265.500000 Penalty: 5369.340332
	Iteration 2Q: 3 clusters Score -6204266 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -6205176.500000 Penalty: 5369.340332
	Iteration 3Q: 3 clusters Score -6205176 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6206505.500000 Penalty: 5369.340332
	Iteration 4F: 3 clusters Score -6206506 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -6208526.500000 Penalty: 5369.340332
	Iteration 5F: 3 clusters Score -6208526 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -6211488.000000 Penalty: 5369.340332
	Iteration 6F: 3 clusters Score -6211488 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -6215090.000000 Penalty: 5369.340332
	Iteration 7F: 3 clusters Score -6215090 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6218359.000000 Penalty: 5369.340332
	Iteration 8F: 3 clusters Score -6218359 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6220494.500000 Penalty: 5369.340332
	Iteration 9Q: 3 clusters Score -6220494 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6221550.000000 Penalty: 5369.340332
	Iteration 10Q: 3 clusters Score -6221550 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6222030.500000 Penalty: 5369.340332
	Iteration 11Q: 3 clusters Score -6222030 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6222268.500000 Penalty: 5369.340332
	Iteration 12Q: 3 clusters Score -6222268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6222367.500000 Penalty: 5369.340332
	Iteration 13Q: 3 clusters Score -6222368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6222426.500000 Penalty: 5369.340332
	Iteration 14Q: 3 clusters Score -6222426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6222479.000000 Penalty: 5369.340332
	Iteration 15Q: 3 clusters Score -6222479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6222515.000000 Penalty: 5369.340332
	Iteration 16Q: 3 clusters Score -6222515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6222535.500000 Penalty: 5369.340332
	Iteration 17Q: 3 clusters Score -6222536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6222561.500000 Penalty: 5369.340332
	Iteration 18Q: 3 clusters Score -6222562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6222576.500000 Penalty: 5369.340332
	Iteration 19Q: 3 clusters Score -6222576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6222583.500000 Penalty: 5369.340332
	Iteration 20F: 3 clusters Score -6222584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6222595.500000 Penalty: 5369.340332
	Iteration 21Q: 3 clusters Score -6222596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6222613.000000 Penalty: 5369.340332
	Iteration 22Q: 3 clusters Score -6222613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6222618.000000 Penalty: 5369.340332
	Iteration 23Q: 3 clusters Score -6222618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6222612.500000 Penalty: 5369.340332
	Iteration 24Q: 3 clusters Score -6222612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6222617.000000 Penalty: 5369.340332
	Iteration 25Q: 3 clusters Score -6222617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6222618.000000 Penalty: 5369.340332
	Iteration 26Q: 3 clusters Score -6222618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6222619.000000 Penalty: 5369.340332
	Iteration 27Q: 3 clusters Score -6222619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6222617.000000 Penalty: 5369.340332
	Iteration 28Q: 3 clusters Score -6222617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6222613.500000 Penalty: 5369.340332
	Iteration 29Q: 3 clusters Score -6222614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6222613.500000 Penalty: 5369.340332
	Iteration 30F: 3 clusters Score -6222614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Entering Unmasked Estep 
Score: -9429731.000000 Penalty: 2787.979248
	Iteration 0F: 2 clusters Score -9429731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -9378481.000000 Penalty: 5575.958496
	Iteration 0F: 3 clusters Score -9378481 nChanged 35965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -9398551.000000 Penalty: 5575.958496
	Iteration 1F: 3 clusters Score -9398551 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -9399171.000000 Penalty: 5575.958496
	Iteration 2Q: 3 clusters Score -9399171 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -9400127.000000 Penalty: 5575.958496
	Iteration 3Q: 3 clusters Score -9400127 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -9401360.000000 Penalty: 5575.958496
	Iteration 4Q: 3 clusters Score -9401360 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -9403360.000000 Penalty: 5575.958496
	Iteration 5F: 3 clusters Score -9403360 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -9407047.000000 Penalty: 5575.958496
	Iteration 6F: 3 clusters Score -9407047 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -9412306.000000 Penalty: 5575.958496
	Iteration 7F: 3 clusters Score -9412306 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -9418159.000000 Penalty: 5575.958496
	Iteration 8F: 3 clusters Score -9418159 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -9422718.000000 Penalty: 5575.958496
	Iteration 9F: 3 clusters Score -9422718 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -9425194.000000 Penalty: 5575.958496
	Iteration 10Q: 3 clusters Score -9425194 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -9426220.000000 Penalty: 5575.958496
	Iteration 11Q: 3 clusters Score -9426220 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -9426664.000000 Penalty: 5575.958496
	Iteration 12Q: 3 clusters Score -9426664 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -9426903.000000 Penalty: 5575.958496
	Iteration 13Q: 3 clusters Score -9426903 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -9427075.000000 Penalty: 5575.958496
	Iteration 14Q: 3 clusters Score -9427075 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -9427200.000000 Penalty: 5575.958496
	Iteration 15Q: 3 clusters Score -9427200 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -9427292.000000 Penalty: 5575.958496
	Iteration 16Q: 3 clusters Score -9427292 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -9427313.000000 Penalty: 5575.958496
	Iteration 17Q: 3 clusters Score -9427313 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -9427390.000000 Penalty: 5575.958496
	Iteration 18Q: 3 clusters Score -9427390 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -9427483.000000 Penalty: 5575.958496
	Iteration 19Q: 3 clusters Score -9427483 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9427524.000000 Penalty: 5575.958496
	Iteration 20F: 3 clusters Score -9427524 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -9427524.000000 Penalty: 5575.958496
	Iteration 21Q: 3 clusters Score -9427524 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -9427562.000000 Penalty: 5575.958496
	Iteration 22Q: 3 clusters Score -9427562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72407 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -9427567.000000 Penalty: 5575.958496
	Iteration 23Q: 3 clusters Score -9427567 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -9427602.000000 Penalty: 5575.958496
	Iteration 24Q: 3 clusters Score -9427602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -9427630.000000 Penalty: 5575.958496
	Iteration 25Q: 3 clusters Score -9427630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9427661.000000 Penalty: 5575.958496
	Iteration 26Q: 3 clusters Score -9427661 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9427674.000000 Penalty: 5575.958496
	Iteration 27Q: 3 clusters Score -9427674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -9427719.000000 Penalty: 5575.958496
	Iteration 28Q: 3 clusters Score -9427719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -9427761.000000 Penalty: 5575.958496
	Iteration 29Q: 3 clusters Score -9427761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9427766.000000 Penalty: 5575.958496
	Iteration 30Q: 3 clusters Score -9427766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9427789.000000 Penalty: 5575.958496
	Iteration 31Q: 3 clusters Score -9427789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9427795.000000 Penalty: 5575.958496
	Iteration 32Q: 3 clusters Score -9427795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9427819.000000 Penalty: 5575.958496
	Iteration 33Q: 3 clusters Score -9427819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9427849.000000 Penalty: 5575.958496
	Iteration 34Q: 3 clusters Score -9427849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9427830.000000 Penalty: 5575.958496
	Iteration 35Q: 3 clusters Score -9427830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9427830.000000 Penalty: 5575.958496
	Iteration 36Q: 3 clusters Score -9427830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9427840.000000 Penalty: 5575.958496
	Iteration 37Q: 3 clusters Score -9427840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9427843.000000 Penalty: 5575.958496
	Iteration 38Q: 3 clusters Score -9427843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -9427836.000000 Penalty: 5575.958496
	Iteration 39Q: 3 clusters Score -9427836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9427858.000000 Penalty: 5575.958496
	Iteration 40F: 3 clusters Score -9427858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9427859.000000 Penalty: 5575.958496
	Iteration 41Q: 3 clusters Score -9427859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9427852.000000 Penalty: 5575.958496
	Iteration 42Q: 3 clusters Score -9427852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9427856.000000 Penalty: 5575.958496
	Iteration 43Q: 3 clusters Score -9427856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9427855.000000 Penalty: 5575.958496
	Iteration 44Q: 3 clusters Score -9427855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9427869.000000 Penalty: 5575.958496
	Iteration 45Q: 3 clusters Score -9427869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73608 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9427871.000000 Penalty: 5575.958496
	Iteration 46Q: 3 clusters Score -9427871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9427876.000000 Penalty: 5575.958496
	Iteration 47Q: 3 clusters Score -9427876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9427869.000000 Penalty: 5575.958496
	Iteration 48Q: 3 clusters Score -9427869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9427876.000000 Penalty: 5575.958496
	Iteration 49Q: 3 clusters Score -9427876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9427863.000000 Penalty: 5575.958496
	Iteration 50Q: 3 clusters Score -9427863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9427869.000000 Penalty: 5575.958496
	Iteration 51Q: 3 clusters Score -9427869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9427864.000000 Penalty: 5575.958496
	Iteration 52Q: 3 clusters Score -9427864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9427869.000000 Penalty: 5575.958496
	Iteration 53Q: 3 clusters Score -9427869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9427869.000000 Penalty: 5575.958496
	Iteration 54F: 3 clusters Score -9427869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (164774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164774 members 
Entering Unmasked Estep 
Score: -20393418.000000 Penalty: 2979.057861
	Iteration 0F: 2 clusters Score -2.039342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -20284846.000000 Penalty: 5958.115723
	Iteration 0F: 3 clusters Score -2.028485e+07 nChanged 78865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -20330668.000000 Penalty: 5958.115723
	Iteration 1F: 3 clusters Score -2.033067e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -20331406.000000 Penalty: 5958.115723
	Iteration 2Q: 3 clusters Score -2.033141e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -20332066.000000 Penalty: 5958.115723
	Iteration 3Q: 3 clusters Score -2.033207e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -20332932.000000 Penalty: 5958.115723
	Iteration 4Q: 3 clusters Score -2.033293e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -20334556.000000 Penalty: 5958.115723
	Iteration 5Q: 3 clusters Score -2.033456e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -20337322.000000 Penalty: 5958.115723
	Iteration 6Q: 3 clusters Score -2.033732e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -20342590.000000 Penalty: 5958.115723
	Iteration 7F: 3 clusters Score -2.034259e+07 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -20351530.000000 Penalty: 5958.115723
	Iteration 8F: 3 clusters Score -2.035153e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 136803 members 
Entering Unmasked Estep 
Score: -20364636.000000 Penalty: 5958.115723
	Iteration 9F: 3 clusters Score -2.036464e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -20378046.000000 Penalty: 5958.115723
	Iteration 10F: 3 clusters Score -2.037805e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 158998 members 
Entering Unmasked Estep 
Score: -20386208.000000 Penalty: 5958.115723
	Iteration 11F: 3 clusters Score -2.038621e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -20389468.000000 Penalty: 5958.115723
	Iteration 12Q: 3 clusters Score -2.038947e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 164013 members 
Entering Unmasked Estep 
Score: -20390350.000000 Penalty: 5958.115723
	Iteration 13Q: 3 clusters Score -2.039035e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 164331 members 
Entering Unmasked Estep 
Score: -20390568.000000 Penalty: 5958.115723
	Iteration 14Q: 3 clusters Score -2.039057e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -20390648.000000 Penalty: 5958.115723
	Iteration 15Q: 3 clusters Score -2.039065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -20390682.000000 Penalty: 5958.115723
	Iteration 16Q: 3 clusters Score -2.039068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -20390718.000000 Penalty: 5958.115723
	Iteration 17Q: 3 clusters Score -2.039072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 164494 members 
Entering Unmasked Estep 
Score: -20390742.000000 Penalty: 5958.115723
	Iteration 18Q: 3 clusters Score -2.039074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -20390744.000000 Penalty: 5958.115723
	Iteration 19Q: 3 clusters Score -2.039074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -20390752.000000 Penalty: 5958.115723
	Iteration 20F: 3 clusters Score -2.039075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -20390754.000000 Penalty: 5958.115723
	Iteration 21Q: 3 clusters Score -2.039075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 164516 members 
Entering Unmasked Estep 
Score: -20390760.000000 Penalty: 5958.115723
	Iteration 22Q: 3 clusters Score -2.039076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -20390784.000000 Penalty: 5958.115723
	Iteration 23Q: 3 clusters Score -2.039078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -20390792.000000 Penalty: 5958.115723
	Iteration 24Q: 3 clusters Score -2.039079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -20390788.000000 Penalty: 5958.115723
	Iteration 25Q: 3 clusters Score -2.039079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -20390788.000000 Penalty: 5958.115723
	Iteration 26Q: 3 clusters Score -2.039079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -20390788.000000 Penalty: 5958.115723
	Iteration 27Q: 3 clusters Score -2.039079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -20390796.000000 Penalty: 5958.115723
	Iteration 28Q: 3 clusters Score -2.03908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -20390798.000000 Penalty: 5958.115723
	Iteration 29Q: 3 clusters Score -2.03908e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -20390798.000000 Penalty: 5958.115723
	Iteration 30F: 3 clusters Score -2.03908e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -80891.015625 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -80891.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79201.226562 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -79201.23 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79418.695312 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -79418.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79507.476562 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -79507.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79596.531250 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -79596.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79745.750000 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -79745.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -79881.476562 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -79881.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79972.414062 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -79972.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79994.914062 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -79994.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80024.125000 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -80024.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80041.882812 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -80041.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80064.226562 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -80064.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80076.617188 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -80076.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80089.960938 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -80089.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80096.664062 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -80096.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80104.960938 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -80104.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80119.265625 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -80119.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80129.242188 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -80129.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80142.101562 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -80142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80160.031250 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -80160.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80175.500000 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -80175.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80184.250000 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -80184.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80192.187500 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -80192.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80195.046875 Penalty: 3265.371094
	Iteration 22Q: 3 clusters Score -80195.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80196.468750 Penalty: 3265.371094
	Iteration 23Q: 3 clusters Score -80196.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80197.070312 Penalty: 3265.371094
	Iteration 24Q: 3 clusters Score -80197.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80198.726562 Penalty: 3265.371094
	Iteration 25Q: 3 clusters Score -80198.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80200.562500 Penalty: 3265.371094
	Iteration 26Q: 3 clusters Score -80200.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80203.812500 Penalty: 3265.371094
	Iteration 27Q: 3 clusters Score -80203.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80203.812500 Penalty: 3265.371094
	Iteration 28F: 3 clusters Score -80203.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -166102.734375 Penalty: 1793.717896
	Iteration 0F: 2 clusters Score -166102.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163868.843750 Penalty: 3587.435791
	Iteration 0F: 3 clusters Score -163868.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164204.468750 Penalty: 3587.435791
	Iteration 1F: 3 clusters Score -164204.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164294.218750 Penalty: 3587.435791
	Iteration 2F: 3 clusters Score -164294.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164344.328125 Penalty: 3587.435791
	Iteration 3Q: 3 clusters Score -164344.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164371.453125 Penalty: 3587.435791
	Iteration 4Q: 3 clusters Score -164371.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164385.406250 Penalty: 3587.435791
	Iteration 5Q: 3 clusters Score -164385.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -164399.640625 Penalty: 3587.435791
	Iteration 6Q: 3 clusters Score -164399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164410.343750 Penalty: 3587.435791
	Iteration 7Q: 3 clusters Score -164410.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -164419.031250 Penalty: 3587.435791
	Iteration 8Q: 3 clusters Score -164419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -164430.859375 Penalty: 3587.435791
	Iteration 9Q: 3 clusters Score -164430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164439.968750 Penalty: 3587.435791
	Iteration 10Q: 3 clusters Score -164440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164445.546875 Penalty: 3587.435791
	Iteration 11Q: 3 clusters Score -164445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164453.578125 Penalty: 3587.435791
	Iteration 12Q: 3 clusters Score -164453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -164460.140625 Penalty: 3587.435791
	Iteration 13Q: 3 clusters Score -164460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -164466.765625 Penalty: 3587.435791
	Iteration 14Q: 3 clusters Score -164466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164470.484375 Penalty: 3587.435791
	Iteration 15Q: 3 clusters Score -164470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164473.406250 Penalty: 3587.435791
	Iteration 16Q: 3 clusters Score -164473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -164477.343750 Penalty: 3587.435791
	Iteration 17Q: 3 clusters Score -164477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -164479.093750 Penalty: 3587.435791
	Iteration 18Q: 3 clusters Score -164479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164480.093750 Penalty: 3587.435791
	Iteration 19Q: 3 clusters Score -164480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -164480.093750 Penalty: 3587.435791
	Iteration 20F: 3 clusters Score -164480.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 163143 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17903 members 
Mstep: Class 5 contains 116787 members 
Mstep: Class 6 contains 112394 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76229 members 
Mstep: Class 10 contains 18744 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163608 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 218093 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197948 members 
Mstep: Class 21 contains 50276 members 
Mstep: Class 22 contains 76256 members 
Mstep: Class 23 contains 164774 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727904.000000 Penalty: 88616.031250
Iteration 359Q: 26 clusters Score -1.947279e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174043 members 
Mstep: Class 2 contains 163170 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17903 members 
Mstep: Class 5 contains 116760 members 
Mstep: Class 6 contains 112398 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76230 members 
Mstep: Class 10 contains 18743 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163607 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 218115 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197938 members 
Mstep: Class 21 contains 50274 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164772 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727840.000000 Penalty: 88616.031250
Iteration 360F: 26 clusters Score -1.947278e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 163193 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 116739 members 
Mstep: Class 6 contains 112402 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76232 members 
Mstep: Class 10 contains 18747 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6784 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163604 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 218133 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197935 members 
Mstep: Class 21 contains 50269 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164769 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727872.000000 Penalty: 88616.031250
Iteration 361Q: 26 clusters Score -1.947279e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174016 members 
Mstep: Class 2 contains 163209 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17902 members 
Mstep: Class 5 contains 116717 members 
Mstep: Class 6 contains 112407 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76233 members 
Mstep: Class 10 contains 18748 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6786 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163602 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218149 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197935 members 
Mstep: Class 21 contains 50271 members 
Mstep: Class 22 contains 76251 members 
Mstep: Class 23 contains 164764 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727920.000000 Penalty: 88616.031250
Iteration 362Q: 26 clusters Score -1.947279e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174008 members 
Mstep: Class 2 contains 163227 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17903 members 
Mstep: Class 5 contains 116701 members 
Mstep: Class 6 contains 112410 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76233 members 
Mstep: Class 10 contains 18753 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163594 members 
Mstep: Class 17 contains 13635 members 
Mstep: Class 18 contains 218175 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197934 members 
Mstep: Class 21 contains 50267 members 
Mstep: Class 22 contains 76251 members 
Mstep: Class 23 contains 164744 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727952.000000 Penalty: 88616.031250
Iteration 363Q: 26 clusters Score -1.94728e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 163236 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116673 members 
Mstep: Class 6 contains 112415 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76234 members 
Mstep: Class 10 contains 18753 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15504 members 
Mstep: Class 16 contains 163585 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218203 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197932 members 
Mstep: Class 21 contains 50262 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164733 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 364Q: 26 clusters Score -1.94728e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 163244 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116652 members 
Mstep: Class 6 contains 112418 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76237 members 
Mstep: Class 10 contains 18755 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15503 members 
Mstep: Class 16 contains 163578 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218219 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197921 members 
Mstep: Class 21 contains 50261 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164730 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 365Q: 26 clusters Score -1.94728e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 163253 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116621 members 
Mstep: Class 6 contains 112422 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76239 members 
Mstep: Class 10 contains 18762 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15504 members 
Mstep: Class 16 contains 163582 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218237 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197915 members 
Mstep: Class 21 contains 50260 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164721 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728336.000000 Penalty: 88616.031250
Iteration 366Q: 26 clusters Score -1.947283e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 163252 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116590 members 
Mstep: Class 6 contains 112425 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76236 members 
Mstep: Class 10 contains 18770 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163583 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 218260 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197918 members 
Mstep: Class 21 contains 50258 members 
Mstep: Class 22 contains 76254 members 
Mstep: Class 23 contains 164713 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728032.000000 Penalty: 88616.031250
Iteration 367Q: 26 clusters Score -1.94728e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 163261 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116566 members 
Mstep: Class 6 contains 112426 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76234 members 
Mstep: Class 10 contains 18782 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5370 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163585 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 218274 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197919 members 
Mstep: Class 21 contains 50258 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164701 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728240.000000 Penalty: 88616.031250
Iteration 368Q: 26 clusters Score -1.947282e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 163272 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116540 members 
Mstep: Class 6 contains 112429 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76230 members 
Mstep: Class 10 contains 18791 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15505 members 
Mstep: Class 16 contains 163581 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 218288 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197922 members 
Mstep: Class 21 contains 50257 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164693 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728336.000000 Penalty: 88616.031250
Iteration 369Q: 26 clusters Score -1.947283e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 163271 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116518 members 
Mstep: Class 6 contains 112435 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76227 members 
Mstep: Class 10 contains 18804 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163573 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 218302 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197915 members 
Mstep: Class 21 contains 50256 members 
Mstep: Class 22 contains 76261 members 
Mstep: Class 23 contains 164692 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728224.000000 Penalty: 88616.031250
Iteration 370Q: 26 clusters Score -1.947282e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 163275 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116505 members 
Mstep: Class 6 contains 112437 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76225 members 
Mstep: Class 10 contains 18809 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163575 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 218310 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197913 members 
Mstep: Class 21 contains 50256 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164690 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 88616.031250
Iteration 371Q: 26 clusters Score -1.947282e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 163278 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116492 members 
Mstep: Class 6 contains 112438 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76222 members 
Mstep: Class 10 contains 18812 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163576 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 218324 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197910 members 
Mstep: Class 21 contains 50255 members 
Mstep: Class 22 contains 76262 members 
Mstep: Class 23 contains 164694 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 372Q: 26 clusters Score -1.947282e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 163280 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116484 members 
Mstep: Class 6 contains 112441 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76221 members 
Mstep: Class 10 contains 18815 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163574 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218341 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197909 members 
Mstep: Class 21 contains 50253 members 
Mstep: Class 22 contains 76263 members 
Mstep: Class 23 contains 164690 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727952.000000 Penalty: 88616.031250
Iteration 373Q: 26 clusters Score -1.94728e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 163278 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116474 members 
Mstep: Class 6 contains 112443 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76221 members 
Mstep: Class 10 contains 18818 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163576 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218353 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197903 members 
Mstep: Class 21 contains 50252 members 
Mstep: Class 22 contains 76262 members 
Mstep: Class 23 contains 164689 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727872.000000 Penalty: 88616.031250
Iteration 374Q: 26 clusters Score -1.947279e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174031 members 
Mstep: Class 2 contains 163280 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116461 members 
Mstep: Class 6 contains 112450 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76221 members 
Mstep: Class 10 contains 18818 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5366 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163571 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218363 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197900 members 
Mstep: Class 21 contains 50249 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164694 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727888.000000 Penalty: 88616.031250
Iteration 375Q: 26 clusters Score -1.947279e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 163279 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116455 members 
Mstep: Class 6 contains 112451 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163570 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218375 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197892 members 
Mstep: Class 21 contains 50248 members 
Mstep: Class 22 contains 76263 members 
Mstep: Class 23 contains 164693 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727904.000000 Penalty: 88616.031250
Iteration 376Q: 26 clusters Score -1.947279e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 163278 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116451 members 
Mstep: Class 6 contains 112454 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18810 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163570 members 
Mstep: Class 17 contains 13633 members 
Mstep: Class 18 contains 218385 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197890 members 
Mstep: Class 21 contains 50248 members 
Mstep: Class 22 contains 76264 members 
Mstep: Class 23 contains 164695 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727968.000000 Penalty: 88616.031250
Iteration 377Q: 26 clusters Score -1.94728e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 163274 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17906 members 
Mstep: Class 5 contains 116443 members 
Mstep: Class 6 contains 112460 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15513 members 
Mstep: Class 16 contains 163567 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218391 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197885 members 
Mstep: Class 21 contains 50249 members 
Mstep: Class 22 contains 76263 members 
Mstep: Class 23 contains 164697 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 88616.031250
Iteration 378Q: 26 clusters Score -1.947281e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 163268 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116437 members 
Mstep: Class 6 contains 112458 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15516 members 
Mstep: Class 16 contains 163566 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218410 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197885 members 
Mstep: Class 21 contains 50248 members 
Mstep: Class 22 contains 76262 members 
Mstep: Class 23 contains 164696 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728016.000000 Penalty: 88616.031250
Iteration 379Q: 26 clusters Score -1.94728e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174033 members 
Mstep: Class 2 contains 163273 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116425 members 
Mstep: Class 6 contains 112459 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18810 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6787 members 
Mstep: Class 15 contains 15517 members 
Mstep: Class 16 contains 163563 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218420 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197888 members 
Mstep: Class 21 contains 50247 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164695 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 88616.031250
Iteration 380F: 26 clusters Score -1.947281e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 163272 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116419 members 
Mstep: Class 6 contains 112462 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 18807 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6788 members 
Mstep: Class 15 contains 15517 members 
Mstep: Class 16 contains 163563 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218421 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197891 members 
Mstep: Class 21 contains 50246 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164694 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 381Q: 26 clusters Score -1.947281e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 163275 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116412 members 
Mstep: Class 6 contains 112465 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18808 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15514 members 
Mstep: Class 16 contains 163564 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218420 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197891 members 
Mstep: Class 21 contains 50246 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164695 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728016.000000 Penalty: 88616.031250
Iteration 382Q: 26 clusters Score -1.94728e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174039 members 
Mstep: Class 2 contains 163272 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116412 members 
Mstep: Class 6 contains 112467 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76216 members 
Mstep: Class 10 contains 18811 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15513 members 
Mstep: Class 16 contains 163565 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218423 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197891 members 
Mstep: Class 21 contains 50244 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164692 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728000.000000 Penalty: 88616.031250
Iteration 383Q: 26 clusters Score -1.94728e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 163269 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116414 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76216 members 
Mstep: Class 10 contains 18805 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 163567 members 
Mstep: Class 17 contains 13632 members 
Mstep: Class 18 contains 218427 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197892 members 
Mstep: Class 21 contains 50244 members 
Mstep: Class 22 contains 76262 members 
Mstep: Class 23 contains 164690 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727920.000000 Penalty: 88616.031250
Iteration 384Q: 26 clusters Score -1.947279e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 163270 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116413 members 
Mstep: Class 6 contains 112469 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 18809 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163566 members 
Mstep: Class 17 contains 13631 members 
Mstep: Class 18 contains 218429 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197891 members 
Mstep: Class 21 contains 50243 members 
Mstep: Class 22 contains 76262 members 
Mstep: Class 23 contains 164690 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727920.000000 Penalty: 88616.031250
Iteration 385Q: 26 clusters Score -1.947279e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 163271 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116412 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 18812 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163563 members 
Mstep: Class 17 contains 13630 members 
Mstep: Class 18 contains 218432 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197894 members 
Mstep: Class 21 contains 50242 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164690 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727952.000000 Penalty: 88616.031250
Iteration 386Q: 26 clusters Score -1.94728e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 163275 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116409 members 
Mstep: Class 6 contains 112469 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 18813 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163562 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 218433 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197895 members 
Mstep: Class 21 contains 50243 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164687 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727968.000000 Penalty: 88616.031250
Iteration 387Q: 26 clusters Score -1.94728e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 163273 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116404 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 18821 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163563 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 218430 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197893 members 
Mstep: Class 21 contains 50244 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164690 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728000.000000 Penalty: 88616.031250
Iteration 388Q: 26 clusters Score -1.94728e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 163273 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116398 members 
Mstep: Class 6 contains 112467 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 18828 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163561 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 218433 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197894 members 
Mstep: Class 21 contains 50244 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164689 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728032.000000 Penalty: 88616.031250
Iteration 389Q: 26 clusters Score -1.94728e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174033 members 
Mstep: Class 2 contains 163274 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116392 members 
Mstep: Class 6 contains 112468 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76214 members 
Mstep: Class 10 contains 18836 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163558 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218440 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197889 members 
Mstep: Class 21 contains 50243 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164691 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 390Q: 26 clusters Score -1.94728e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 163274 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116391 members 
Mstep: Class 6 contains 112469 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76213 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163551 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218446 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197887 members 
Mstep: Class 21 contains 50242 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164692 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 391Q: 26 clusters Score -1.94728e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 163279 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116389 members 
Mstep: Class 6 contains 112470 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76212 members 
Mstep: Class 10 contains 18840 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163552 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218450 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197884 members 
Mstep: Class 21 contains 50242 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164687 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 392Q: 26 clusters Score -1.947281e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174035 members 
Mstep: Class 2 contains 163281 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116386 members 
Mstep: Class 6 contains 112469 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76212 members 
Mstep: Class 10 contains 18837 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 218454 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197886 members 
Mstep: Class 21 contains 50240 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164687 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728160.000000 Penalty: 88616.031250
Iteration 393Q: 26 clusters Score -1.947282e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 163285 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116379 members 
Mstep: Class 6 contains 112471 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76212 members 
Mstep: Class 10 contains 18836 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13628 members 
Mstep: Class 18 contains 218457 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197885 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164685 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728160.000000 Penalty: 88616.031250
Iteration 394Q: 26 clusters Score -1.947282e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 163289 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116376 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76212 members 
Mstep: Class 10 contains 18835 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163551 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218460 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197885 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164682 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 88616.031250
Iteration 395Q: 26 clusters Score -1.947281e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174035 members 
Mstep: Class 2 contains 163291 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116374 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18838 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218464 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197884 members 
Mstep: Class 21 contains 50240 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164677 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728032.000000 Penalty: 88616.031250
Iteration 396Q: 26 clusters Score -1.94728e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 163292 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116372 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18848 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163545 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218466 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197882 members 
Mstep: Class 21 contains 50238 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164675 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727968.000000 Penalty: 88616.031250
Iteration 397Q: 26 clusters Score -1.94728e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 163290 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116371 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163546 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218470 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197876 members 
Mstep: Class 21 contains 50238 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164673 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 88616.031250
Iteration 398Q: 26 clusters Score -1.947281e+08 nChanged 26
Entering ConstructFrom: 
Score: -194728064.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (174038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174038 members 
Entering Unmasked Estep 
Score: -21505600.000000 Penalty: 2992.623291
	Iteration 0F: 2 clusters Score -2.15056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -21393628.000000 Penalty: 5985.246582
	Iteration 0F: 3 clusters Score -2.139363e+07 nChanged 83394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83819 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -21442684.000000 Penalty: 5985.246582
	Iteration 1F: 3 clusters Score -2.144268e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -21444404.000000 Penalty: 5985.246582
	Iteration 2Q: 3 clusters Score -2.14444e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -21446508.000000 Penalty: 5985.246582
	Iteration 3Q: 3 clusters Score -2.144651e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -21449518.000000 Penalty: 5985.246582
	Iteration 4Q: 3 clusters Score -2.144952e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -21453960.000000 Penalty: 5985.246582
	Iteration 5Q: 3 clusters Score -2.145396e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 109595 members 
Entering Unmasked Estep 
Score: -21459056.000000 Penalty: 5985.246582
	Iteration 6F: 3 clusters Score -2.145906e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 117217 members 
Entering Unmasked Estep 
Score: -21465098.000000 Penalty: 5985.246582
	Iteration 7F: 3 clusters Score -2.14651e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -21472348.000000 Penalty: 5985.246582
	Iteration 8F: 3 clusters Score -2.147235e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 134995 members 
Entering Unmasked Estep 
Score: -21479518.000000 Penalty: 5985.246582
	Iteration 9F: 3 clusters Score -2.147952e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 143529 members 
Entering Unmasked Estep 
Score: -21486418.000000 Penalty: 5985.246582
	Iteration 10F: 3 clusters Score -2.148642e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -21492164.000000 Penalty: 5985.246582
	Iteration 11Q: 3 clusters Score -2.149216e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 157357 members 
Entering Unmasked Estep 
Score: -21496082.000000 Penalty: 5985.246582
	Iteration 12Q: 3 clusters Score -2.149608e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -21498528.000000 Penalty: 5985.246582
	Iteration 13Q: 3 clusters Score -2.149853e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 165764 members 
Entering Unmasked Estep 
Score: -21499984.000000 Penalty: 5985.246582
	Iteration 14Q: 3 clusters Score -2.149998e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 168260 members 
Entering Unmasked Estep 
Score: -21501016.000000 Penalty: 5985.246582
	Iteration 15Q: 3 clusters Score -2.150102e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -21501718.000000 Penalty: 5985.246582
	Iteration 16Q: 3 clusters Score -2.150172e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 170932 members 
Entering Unmasked Estep 
Score: -21502102.000000 Penalty: 5985.246582
	Iteration 17Q: 3 clusters Score -2.15021e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 171642 members 
Entering Unmasked Estep 
Score: -21502438.000000 Penalty: 5985.246582
	Iteration 18Q: 3 clusters Score -2.150244e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 172087 members 
Entering Unmasked Estep 
Score: -21502648.000000 Penalty: 5985.246582
	Iteration 19Q: 3 clusters Score -2.150265e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 172394 members 
Entering Unmasked Estep 
Score: -21502802.000000 Penalty: 5985.246582
	Iteration 20F: 3 clusters Score -2.15028e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 172585 members 
Entering Unmasked Estep 
Score: -21502906.000000 Penalty: 5985.246582
	Iteration 21Q: 3 clusters Score -2.150291e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -21502976.000000 Penalty: 5985.246582
	Iteration 22Q: 3 clusters Score -2.150298e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -21503006.000000 Penalty: 5985.246582
	Iteration 23Q: 3 clusters Score -2.150301e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -21503062.000000 Penalty: 5985.246582
	Iteration 24Q: 3 clusters Score -2.150306e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 172958 members 
Entering Unmasked Estep 
Score: -21503050.000000 Penalty: 5985.246582
	Iteration 25Q: 3 clusters Score -2.150305e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 173006 members 
Entering Unmasked Estep 
Score: -21503100.000000 Penalty: 5985.246582
	Iteration 26Q: 3 clusters Score -2.15031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -21503110.000000 Penalty: 5985.246582
	Iteration 27Q: 3 clusters Score -2.150311e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 173070 members 
Entering Unmasked Estep 
Score: -21503130.000000 Penalty: 5985.246582
	Iteration 28Q: 3 clusters Score -2.150313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 173088 members 
Entering Unmasked Estep 
Score: -21503162.000000 Penalty: 5985.246582
	Iteration 29Q: 3 clusters Score -2.150316e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 173107 members 
Entering Unmasked Estep 
Score: -21503170.000000 Penalty: 5985.246582
	Iteration 30Q: 3 clusters Score -2.150317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -21503166.000000 Penalty: 5985.246582
	Iteration 31Q: 3 clusters Score -2.150317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -21503182.000000 Penalty: 5985.246582
	Iteration 32Q: 3 clusters Score -2.150318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 173141 members 
Entering Unmasked Estep 
Score: -21503188.000000 Penalty: 5985.246582
	Iteration 33Q: 3 clusters Score -2.150319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -21503190.000000 Penalty: 5985.246582
	Iteration 34Q: 3 clusters Score -2.150319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 173163 members 
Entering Unmasked Estep 
Score: -21503182.000000 Penalty: 5985.246582
	Iteration 35Q: 3 clusters Score -2.150318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 173168 members 
Entering Unmasked Estep 
Score: -21503200.000000 Penalty: 5985.246582
	Iteration 36Q: 3 clusters Score -2.15032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 173169 members 
Entering Unmasked Estep 
Score: -21503188.000000 Penalty: 5985.246582
	Iteration 37Q: 3 clusters Score -2.150319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 173177 members 
Entering Unmasked Estep 
Score: -21503200.000000 Penalty: 5985.246582
	Iteration 38Q: 3 clusters Score -2.15032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 173179 members 
Entering Unmasked Estep 
Score: -21503196.000000 Penalty: 5985.246582
	Iteration 39Q: 3 clusters Score -2.15032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 173180 members 
Entering Unmasked Estep 
Score: -21503184.000000 Penalty: 5985.246582
	Iteration 40F: 3 clusters Score -2.150318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -21503174.000000 Penalty: 5985.246582
	Iteration 41Q: 3 clusters Score -2.150317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 173187 members 
Entering Unmasked Estep 
Score: -21503196.000000 Penalty: 5985.246582
	Iteration 42Q: 3 clusters Score -2.15032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 173191 members 
Entering Unmasked Estep 
Score: -21503168.000000 Penalty: 5985.246582
	Iteration 43Q: 3 clusters Score -2.150317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -21503178.000000 Penalty: 5985.246582
	Iteration 44Q: 3 clusters Score -2.150318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 173199 members 
Entering Unmasked Estep 
Score: -21503172.000000 Penalty: 5985.246582
	Iteration 45Q: 3 clusters Score -2.150317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 173200 members 
Entering Unmasked Estep 
Score: -21503184.000000 Penalty: 5985.246582
	Iteration 46Q: 3 clusters Score -2.150318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -21503188.000000 Penalty: 5985.246582
	Iteration 47Q: 3 clusters Score -2.150319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 173205 members 
Entering Unmasked Estep 
Score: -21503176.000000 Penalty: 5985.246582
	Iteration 48Q: 3 clusters Score -2.150318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 173206 members 
Entering Unmasked Estep 
Score: -21503188.000000 Penalty: 5985.246582
	Iteration 49Q: 3 clusters Score -2.150319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -21503170.000000 Penalty: 5985.246582
	Iteration 50Q: 3 clusters Score -2.150317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -21503168.000000 Penalty: 5985.246582
	Iteration 51Q: 3 clusters Score -2.150317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 173206 members 
Entering Unmasked Estep 
Score: -21503174.000000 Penalty: 5985.246582
	Iteration 52Q: 3 clusters Score -2.150317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -21503198.000000 Penalty: 5985.246582
	Iteration 53Q: 3 clusters Score -2.15032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -21503186.000000 Penalty: 5985.246582
	Iteration 54Q: 3 clusters Score -2.150319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -21503186.000000 Penalty: 5985.246582
	Iteration 55F: 3 clusters Score -2.150319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (163293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Entering Unmasked Estep 
Score: -20300884.000000 Penalty: 2976.818848
	Iteration 0F: 2 clusters Score -2.030088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 81548 members 
Entering Unmasked Estep 
Score: -20193308.000000 Penalty: 5953.637695
	Iteration 0F: 3 clusters Score -2.019331e+07 nChanged 78271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -20239112.000000 Penalty: 5953.637695
	Iteration 1F: 3 clusters Score -2.023911e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -20240398.000000 Penalty: 5953.637695
	Iteration 2Q: 3 clusters Score -2.02404e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -20242230.000000 Penalty: 5953.637695
	Iteration 3Q: 3 clusters Score -2.024223e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 81064 members 
Entering Unmasked Estep 
Score: -20244514.000000 Penalty: 5953.637695
	Iteration 4Q: 3 clusters Score -2.024451e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -20247766.000000 Penalty: 5953.637695
	Iteration 5Q: 3 clusters Score -2.024777e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -20252748.000000 Penalty: 5953.637695
	Iteration 6F: 3 clusters Score -2.025275e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77129 members 
Mstep: Class 2 contains 86164 members 
Entering Unmasked Estep 
Score: -20259556.000000 Penalty: 5953.637695
	Iteration 7F: 3 clusters Score -2.025956e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -20268980.000000 Penalty: 5953.637695
	Iteration 8F: 3 clusters Score -2.026898e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69033 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -20278522.000000 Penalty: 5953.637695
	Iteration 9F: 3 clusters Score -2.027852e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -20283582.000000 Penalty: 5953.637695
	Iteration 10F: 3 clusters Score -2.028358e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -20285790.000000 Penalty: 5953.637695
	Iteration 11Q: 3 clusters Score -2.028579e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -20286694.000000 Penalty: 5953.637695
	Iteration 12Q: 3 clusters Score -2.028669e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 103592 members 
Entering Unmasked Estep 
Score: -20287116.000000 Penalty: 5953.637695
	Iteration 13Q: 3 clusters Score -2.028712e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -20287688.000000 Penalty: 5953.637695
	Iteration 14Q: 3 clusters Score -2.028769e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -20288138.000000 Penalty: 5953.637695
	Iteration 15Q: 3 clusters Score -2.028814e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -20288648.000000 Penalty: 5953.637695
	Iteration 16Q: 3 clusters Score -2.028865e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -20289100.000000 Penalty: 5953.637695
	Iteration 17Q: 3 clusters Score -2.02891e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -20289546.000000 Penalty: 5953.637695
	Iteration 18Q: 3 clusters Score -2.028955e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -20289898.000000 Penalty: 5953.637695
	Iteration 19Q: 3 clusters Score -2.02899e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 116725 members 
Entering Unmasked Estep 
Score: -20290382.000000 Penalty: 5953.637695
	Iteration 20F: 3 clusters Score -2.029038e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -20290766.000000 Penalty: 5953.637695
	Iteration 21Q: 3 clusters Score -2.029077e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -20291282.000000 Penalty: 5953.637695
	Iteration 22Q: 3 clusters Score -2.029128e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 122624 members 
Entering Unmasked Estep 
Score: -20291720.000000 Penalty: 5953.637695
	Iteration 23Q: 3 clusters Score -2.029172e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 124714 members 
Entering Unmasked Estep 
Score: -20292316.000000 Penalty: 5953.637695
	Iteration 24Q: 3 clusters Score -2.029232e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 126799 members 
Entering Unmasked Estep 
Score: -20292748.000000 Penalty: 5953.637695
	Iteration 25Q: 3 clusters Score -2.029275e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -20293164.000000 Penalty: 5953.637695
	Iteration 26Q: 3 clusters Score -2.029316e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -20293678.000000 Penalty: 5953.637695
	Iteration 27Q: 3 clusters Score -2.029368e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 132529 members 
Entering Unmasked Estep 
Score: -20294066.000000 Penalty: 5953.637695
	Iteration 28Q: 3 clusters Score -2.029407e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -20294548.000000 Penalty: 5953.637695
	Iteration 29Q: 3 clusters Score -2.029455e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 136166 members 
Entering Unmasked Estep 
Score: -20295172.000000 Penalty: 5953.637695
	Iteration 30Q: 3 clusters Score -2.029517e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 137923 members 
Entering Unmasked Estep 
Score: -20295544.000000 Penalty: 5953.637695
	Iteration 31Q: 3 clusters Score -2.029554e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 139656 members 
Entering Unmasked Estep 
Score: -20295994.000000 Penalty: 5953.637695
	Iteration 32Q: 3 clusters Score -2.029599e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 141227 members 
Entering Unmasked Estep 
Score: -20296468.000000 Penalty: 5953.637695
	Iteration 33Q: 3 clusters Score -2.029647e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 142683 members 
Entering Unmasked Estep 
Score: -20296806.000000 Penalty: 5953.637695
	Iteration 34Q: 3 clusters Score -2.029681e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 144111 members 
Entering Unmasked Estep 
Score: -20297204.000000 Penalty: 5953.637695
	Iteration 35Q: 3 clusters Score -2.02972e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -20297474.000000 Penalty: 5953.637695
	Iteration 36Q: 3 clusters Score -2.029747e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 146769 members 
Entering Unmasked Estep 
Score: -20297744.000000 Penalty: 5953.637695
	Iteration 37Q: 3 clusters Score -2.029774e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -20298008.000000 Penalty: 5953.637695
	Iteration 38Q: 3 clusters Score -2.029801e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 149108 members 
Entering Unmasked Estep 
Score: -20298264.000000 Penalty: 5953.637695
	Iteration 39Q: 3 clusters Score -2.029826e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 150125 members 
Entering Unmasked Estep 
Score: -20298522.000000 Penalty: 5953.637695
	Iteration 40F: 3 clusters Score -2.029852e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 151080 members 
Entering Unmasked Estep 
Score: -20298576.000000 Penalty: 5953.637695
	Iteration 41Q: 3 clusters Score -2.029858e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -20298742.000000 Penalty: 5953.637695
	Iteration 42Q: 3 clusters Score -2.029874e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -20298912.000000 Penalty: 5953.637695
	Iteration 43Q: 3 clusters Score -2.029891e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -20299054.000000 Penalty: 5953.637695
	Iteration 44Q: 3 clusters Score -2.029905e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 154380 members 
Entering Unmasked Estep 
Score: -20299088.000000 Penalty: 5953.637695
	Iteration 45Q: 3 clusters Score -2.029909e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 155006 members 
Entering Unmasked Estep 
Score: -20299110.000000 Penalty: 5953.637695
	Iteration 46Q: 3 clusters Score -2.029911e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 155538 members 
Entering Unmasked Estep 
Score: -20299148.000000 Penalty: 5953.637695
	Iteration 47Q: 3 clusters Score -2.029915e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 156051 members 
Entering Unmasked Estep 
Score: -20299228.000000 Penalty: 5953.637695
	Iteration 48Q: 3 clusters Score -2.029923e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 156492 members 
Entering Unmasked Estep 
Score: -20299328.000000 Penalty: 5953.637695
	Iteration 49Q: 3 clusters Score -2.029933e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 156890 members 
Entering Unmasked Estep 
Score: -20299416.000000 Penalty: 5953.637695
	Iteration 50Q: 3 clusters Score -2.029942e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -20299410.000000 Penalty: 5953.637695
	Iteration 51Q: 3 clusters Score -2.029941e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -20299418.000000 Penalty: 5953.637695
	Iteration 52Q: 3 clusters Score -2.029942e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 157835 members 
Entering Unmasked Estep 
Score: -20299438.000000 Penalty: 5953.637695
	Iteration 53Q: 3 clusters Score -2.029944e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -20299452.000000 Penalty: 5953.637695
	Iteration 54Q: 3 clusters Score -2.029945e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 158288 members 
Entering Unmasked Estep 
Score: -20299466.000000 Penalty: 5953.637695
	Iteration 55Q: 3 clusters Score -2.029947e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 158483 members 
Entering Unmasked Estep 
Score: -20299490.000000 Penalty: 5953.637695
	Iteration 56Q: 3 clusters Score -2.029949e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -20299552.000000 Penalty: 5953.637695
	Iteration 57Q: 3 clusters Score -2.029955e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -20299586.000000 Penalty: 5953.637695
	Iteration 58Q: 3 clusters Score -2.029959e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -20299626.000000 Penalty: 5953.637695
	Iteration 59Q: 3 clusters Score -2.029963e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -20299634.000000 Penalty: 5953.637695
	Iteration 60F: 3 clusters Score -2.029963e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 159132 members 
Entering Unmasked Estep 
Score: -20299636.000000 Penalty: 5953.637695
	Iteration 61Q: 3 clusters Score -2.029964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -20299648.000000 Penalty: 5953.637695
	Iteration 62Q: 3 clusters Score -2.029965e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -20299628.000000 Penalty: 5953.637695
	Iteration 63Q: 3 clusters Score -2.029963e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 159356 members 
Entering Unmasked Estep 
Score: -20299604.000000 Penalty: 5953.637695
	Iteration 64Q: 3 clusters Score -2.02996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 159424 members 
Entering Unmasked Estep 
Score: -20299586.000000 Penalty: 5953.637695
	Iteration 65Q: 3 clusters Score -2.029959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -20299574.000000 Penalty: 5953.637695
	Iteration 66Q: 3 clusters Score -2.029957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 159524 members 
Entering Unmasked Estep 
Score: -20299626.000000 Penalty: 5953.637695
	Iteration 67Q: 3 clusters Score -2.029963e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 159572 members 
Entering Unmasked Estep 
Score: -20299616.000000 Penalty: 5953.637695
	Iteration 68Q: 3 clusters Score -2.029962e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 159609 members 
Entering Unmasked Estep 
Score: -20299590.000000 Penalty: 5953.637695
	Iteration 69Q: 3 clusters Score -2.029959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 159647 members 
Entering Unmasked Estep 
Score: -20299582.000000 Penalty: 5953.637695
	Iteration 70Q: 3 clusters Score -2.029958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 159676 members 
Entering Unmasked Estep 
Score: -20299590.000000 Penalty: 5953.637695
	Iteration 71Q: 3 clusters Score -2.029959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -20299598.000000 Penalty: 5953.637695
	Iteration 72Q: 3 clusters Score -2.02996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 159746 members 
Entering Unmasked Estep 
Score: -20299600.000000 Penalty: 5953.637695
	Iteration 73Q: 3 clusters Score -2.02996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 159780 members 
Entering Unmasked Estep 
Score: -20299616.000000 Penalty: 5953.637695
	Iteration 74Q: 3 clusters Score -2.029962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -20299626.000000 Penalty: 5953.637695
	Iteration 75Q: 3 clusters Score -2.029963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 159823 members 
Entering Unmasked Estep 
Score: -20299618.000000 Penalty: 5953.637695
	Iteration 76Q: 3 clusters Score -2.029962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -20299624.000000 Penalty: 5953.637695
	Iteration 77Q: 3 clusters Score -2.029962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 159852 members 
Entering Unmasked Estep 
Score: -20299648.000000 Penalty: 5953.637695
	Iteration 78Q: 3 clusters Score -2.029965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 159864 members 
Entering Unmasked Estep 
Score: -20299630.000000 Penalty: 5953.637695
	Iteration 79Q: 3 clusters Score -2.029963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -20299632.000000 Penalty: 5953.637695
	Iteration 80F: 3 clusters Score -2.029963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 159894 members 
Entering Unmasked Estep 
Score: -20299636.000000 Penalty: 5953.637695
	Iteration 81Q: 3 clusters Score -2.029964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 159915 members 
Entering Unmasked Estep 
Score: -20299626.000000 Penalty: 5953.637695
	Iteration 82Q: 3 clusters Score -2.029963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 159925 members 
Entering Unmasked Estep 
Score: -20299628.000000 Penalty: 5953.637695
	Iteration 83Q: 3 clusters Score -2.029963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 159934 members 
Entering Unmasked Estep 
Score: -20299632.000000 Penalty: 5953.637695
	Iteration 84Q: 3 clusters Score -2.029963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 159946 members 
Entering Unmasked Estep 
Score: -20299630.000000 Penalty: 5953.637695
	Iteration 85Q: 3 clusters Score -2.029963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -20299620.000000 Penalty: 5953.637695
	Iteration 86Q: 3 clusters Score -2.029962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 159968 members 
Entering Unmasked Estep 
Score: -20299628.000000 Penalty: 5953.637695
	Iteration 87Q: 3 clusters Score -2.029963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -20299624.000000 Penalty: 5953.637695
	Iteration 88Q: 3 clusters Score -2.029962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 159984 members 
Entering Unmasked Estep 
Score: -20299636.000000 Penalty: 5953.637695
	Iteration 89Q: 3 clusters Score -2.029964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -20299644.000000 Penalty: 5953.637695
	Iteration 90Q: 3 clusters Score -2.029964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 159997 members 
Entering Unmasked Estep 
Score: -20299640.000000 Penalty: 5953.637695
	Iteration 91Q: 3 clusters Score -2.029964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -20299644.000000 Penalty: 5953.637695
	Iteration 92Q: 3 clusters Score -2.029964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -20299654.000000 Penalty: 5953.637695
	Iteration 93Q: 3 clusters Score -2.029965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 160027 members 
Entering Unmasked Estep 
Score: -20299642.000000 Penalty: 5953.637695
	Iteration 94Q: 3 clusters Score -2.029964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 160034 members 
Entering Unmasked Estep 
Score: -20299630.000000 Penalty: 5953.637695
	Iteration 95Q: 3 clusters Score -2.029963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 160041 members 
Entering Unmasked Estep 
Score: -20299646.000000 Penalty: 5953.637695
	Iteration 96Q: 3 clusters Score -2.029965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 160050 members 
Entering Unmasked Estep 
Score: -20299632.000000 Penalty: 5953.637695
	Iteration 97Q: 3 clusters Score -2.029963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 160058 members 
Entering Unmasked Estep 
Score: -20299652.000000 Penalty: 5953.637695
	Iteration 98Q: 3 clusters Score -2.029965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 160068 members 
Entering Unmasked Estep 
Score: -20299646.000000 Penalty: 5953.637695
	Iteration 99Q: 3 clusters Score -2.029965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -20299646.000000 Penalty: 5953.637695
	Iteration 100F: 3 clusters Score -2.029965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 160082 members 
Entering Unmasked Estep 
Score: -20299616.000000 Penalty: 5953.637695
	Iteration 101Q: 3 clusters Score -2.029962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -20299622.000000 Penalty: 5953.637695
	Iteration 102Q: 3 clusters Score -2.029962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 160089 members 
Entering Unmasked Estep 
Score: -20299632.000000 Penalty: 5953.637695
	Iteration 103Q: 3 clusters Score -2.029963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -20299628.000000 Penalty: 5953.637695
	Iteration 104Q: 3 clusters Score -2.029963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 160090 members 
Entering Unmasked Estep 
Score: -20299628.000000 Penalty: 5953.637695
	Iteration 105F: 3 clusters Score -2.029963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -152577.125000 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -152577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150379.546875 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -150379.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -150853.656250 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -150853.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151073.500000 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -151073.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -151201.734375 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -151201.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -151298.125000 Penalty: 3601.567627
	Iteration 4Q: 3 clusters Score -151298.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151467.484375 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -151467.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151815.531250 Penalty: 3601.567627
	Iteration 6F: 3 clusters Score -151815.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152624.046875 Penalty: 3601.567627
	Iteration 7F: 3 clusters Score -152624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153526.828125 Penalty: 3601.567627
	Iteration 8F: 3 clusters Score -153526.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153778.125000 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -153778.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153785.500000 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -153785.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153791.859375 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -153791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153791.859375 Penalty: 3601.567627
	Iteration 12F: 3 clusters Score -153791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 862 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116370 members 
Mstep: Class 6 contains 112473 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218469 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197869 members 
Mstep: Class 21 contains 50238 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164672 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 562 members 
Entering Unmasked Estep 
Score: -194727840.000000 Penalty: 92160.671875
Splitting cluster 3 changes total score from -194728064.000000 to -194727840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Entering Unmasked Estep 
Score: -2152857.000000 Penalty: 2428.664795
	Iteration 0F: 2 clusters Score -2152857 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 8897 members 
Entering Unmasked Estep 
Score: -2140314.250000 Penalty: 4857.329590
	Iteration 0F: 3 clusters Score -2140314 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2144332.000000 Penalty: 4857.329590
	Iteration 1F: 3 clusters Score -2144332 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2144663.250000 Penalty: 4857.329590
	Iteration 2F: 3 clusters Score -2144663 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2144923.000000 Penalty: 4857.329590
	Iteration 3Q: 3 clusters Score -2144923 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2145145.250000 Penalty: 4857.329590
	Iteration 4Q: 3 clusters Score -2145145 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2145366.250000 Penalty: 4857.329590
	Iteration 5Q: 3 clusters Score -2145366 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2145584.750000 Penalty: 4857.329590
	Iteration 6Q: 3 clusters Score -2145585 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2145851.000000 Penalty: 4857.329590
	Iteration 7Q: 3 clusters Score -2145851 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2146193.750000 Penalty: 4857.329590
	Iteration 8Q: 3 clusters Score -2146194 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2146634.250000 Penalty: 4857.329590
	Iteration 9Q: 3 clusters Score -2146634 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2147239.250000 Penalty: 4857.329590
	Iteration 10F: 3 clusters Score -2147239 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2147995.250000 Penalty: 4857.329590
	Iteration 11F: 3 clusters Score -2147995 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2148802.000000 Penalty: 4857.329590
	Iteration 12F: 3 clusters Score -2148802 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2149593.750000 Penalty: 4857.329590
	Iteration 13Q: 3 clusters Score -2149594 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2150084.500000 Penalty: 4857.329590
	Iteration 14Q: 3 clusters Score -2150084 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2150365.500000 Penalty: 4857.329590
	Iteration 15Q: 3 clusters Score -2150366 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2150518.750000 Penalty: 4857.329590
	Iteration 16Q: 3 clusters Score -2150519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2150599.250000 Penalty: 4857.329590
	Iteration 17Q: 3 clusters Score -2150599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2150631.500000 Penalty: 4857.329590
	Iteration 18Q: 3 clusters Score -2150632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2150646.500000 Penalty: 4857.329590
	Iteration 19Q: 3 clusters Score -2150646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2150660.000000 Penalty: 4857.329590
	Iteration 20F: 3 clusters Score -2150660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2150676.750000 Penalty: 4857.329590
	Iteration 21Q: 3 clusters Score -2150677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2150681.500000 Penalty: 4857.329590
	Iteration 22Q: 3 clusters Score -2150682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2150691.250000 Penalty: 4857.329590
	Iteration 23Q: 3 clusters Score -2150691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2150704.500000 Penalty: 4857.329590
	Iteration 24Q: 3 clusters Score -2150704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2150716.250000 Penalty: 4857.329590
	Iteration 25Q: 3 clusters Score -2150716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2150720.500000 Penalty: 4857.329590
	Iteration 26Q: 3 clusters Score -2150720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2150728.250000 Penalty: 4857.329590
	Iteration 27Q: 3 clusters Score -2150728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2150736.500000 Penalty: 4857.329590
	Iteration 28Q: 3 clusters Score -2150736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2150747.250000 Penalty: 4857.329590
	Iteration 29Q: 3 clusters Score -2150747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2150748.250000 Penalty: 4857.329590
	Iteration 30Q: 3 clusters Score -2150748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2150752.750000 Penalty: 4857.329590
	Iteration 31Q: 3 clusters Score -2150753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2150761.250000 Penalty: 4857.329590
	Iteration 32Q: 3 clusters Score -2150761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2150769.250000 Penalty: 4857.329590
	Iteration 33Q: 3 clusters Score -2150769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2150769.000000 Penalty: 4857.329590
	Iteration 34Q: 3 clusters Score -2150769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2150769.250000 Penalty: 4857.329590
	Iteration 35Q: 3 clusters Score -2150769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2150769.500000 Penalty: 4857.329590
	Iteration 36Q: 3 clusters Score -2150770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2150769.500000 Penalty: 4857.329590
	Iteration 37F: 3 clusters Score -2150770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (116370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116370 members 
Entering Unmasked Estep 
Score: -14440414.000000 Penalty: 2892.803467
	Iteration 0F: 2 clusters Score -1.444041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -14362362.000000 Penalty: 5785.606934
	Iteration 0F: 3 clusters Score -1.436236e+07 nChanged 55231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -14394786.000000 Penalty: 5785.606934
	Iteration 1F: 3 clusters Score -1.439479e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -14396511.000000 Penalty: 5785.606934
	Iteration 2Q: 3 clusters Score -1.439651e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -14399396.000000 Penalty: 5785.606934
	Iteration 3F: 3 clusters Score -1.43994e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 81189 members 
Entering Unmasked Estep 
Score: -14404818.000000 Penalty: 5785.606934
	Iteration 4F: 3 clusters Score -1.440482e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
Score: -14413508.000000 Penalty: 5785.606934
	Iteration 5F: 3 clusters Score -1.441351e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 101881 members 
Entering Unmasked Estep 
Score: -14424075.000000 Penalty: 5785.606934
	Iteration 6F: 3 clusters Score -1.442408e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -14432076.000000 Penalty: 5785.606934
	Iteration 7F: 3 clusters Score -1.443208e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 113408 members 
Entering Unmasked Estep 
Score: -14435832.000000 Penalty: 5785.606934
	Iteration 8Q: 3 clusters Score -1.443583e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 114808 members 
Entering Unmasked Estep 
Score: -14437194.000000 Penalty: 5785.606934
	Iteration 9Q: 3 clusters Score -1.443719e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 115274 members 
Entering Unmasked Estep 
Score: -14437684.000000 Penalty: 5785.606934
	Iteration 10Q: 3 clusters Score -1.443768e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -14437877.000000 Penalty: 5785.606934
	Iteration 11Q: 3 clusters Score -1.443788e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 115480 members 
Entering Unmasked Estep 
Score: -14437989.000000 Penalty: 5785.606934
	Iteration 12Q: 3 clusters Score -1.443799e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 115496 members 
Entering Unmasked Estep 
Score: -14438090.000000 Penalty: 5785.606934
	Iteration 13Q: 3 clusters Score -1.443809e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -14438164.000000 Penalty: 5785.606934
	Iteration 14Q: 3 clusters Score -1.443816e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 115509 members 
Entering Unmasked Estep 
Score: -14438181.000000 Penalty: 5785.606934
	Iteration 15Q: 3 clusters Score -1.443818e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -14438234.000000 Penalty: 5785.606934
	Iteration 16Q: 3 clusters Score -1.443823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -14438242.000000 Penalty: 5785.606934
	Iteration 17Q: 3 clusters Score -1.443824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 115489 members 
Entering Unmasked Estep 
Score: -14438268.000000 Penalty: 5785.606934
	Iteration 18Q: 3 clusters Score -1.443827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 115487 members 
Entering Unmasked Estep 
Score: -14438291.000000 Penalty: 5785.606934
	Iteration 19Q: 3 clusters Score -1.443829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -14438331.000000 Penalty: 5785.606934
	Iteration 20F: 3 clusters Score -1.443833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -14438336.000000 Penalty: 5785.606934
	Iteration 21Q: 3 clusters Score -1.443834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -14438326.000000 Penalty: 5785.606934
	Iteration 22Q: 3 clusters Score -1.443833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 115474 members 
Entering Unmasked Estep 
Score: -14438316.000000 Penalty: 5785.606934
	Iteration 23Q: 3 clusters Score -1.443832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 115469 members 
Entering Unmasked Estep 
Score: -14438329.000000 Penalty: 5785.606934
	Iteration 24Q: 3 clusters Score -1.443833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14438330.000000 Penalty: 5785.606934
	Iteration 25Q: 3 clusters Score -1.443833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14438343.000000 Penalty: 5785.606934
	Iteration 26Q: 3 clusters Score -1.443834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -14438360.000000 Penalty: 5785.606934
	Iteration 27Q: 3 clusters Score -1.443836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 115473 members 
Entering Unmasked Estep 
Score: -14438359.000000 Penalty: 5785.606934
	Iteration 28Q: 3 clusters Score -1.443836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 115471 members 
Entering Unmasked Estep 
Score: -14438360.000000 Penalty: 5785.606934
	Iteration 29Q: 3 clusters Score -1.443836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -14438368.000000 Penalty: 5785.606934
	Iteration 30Q: 3 clusters Score -1.443837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 115459 members 
Entering Unmasked Estep 
Score: -14438372.000000 Penalty: 5785.606934
	Iteration 31Q: 3 clusters Score -1.443837e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -14438394.000000 Penalty: 5785.606934
	Iteration 32Q: 3 clusters Score -1.443839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 115422 members 
Entering Unmasked Estep 
Score: -14438415.000000 Penalty: 5785.606934
	Iteration 33Q: 3 clusters Score -1.443842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -14438442.000000 Penalty: 5785.606934
	Iteration 34Q: 3 clusters Score -1.443844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -14438461.000000 Penalty: 5785.606934
	Iteration 35Q: 3 clusters Score -1.443846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 115363 members 
Entering Unmasked Estep 
Score: -14438481.000000 Penalty: 5785.606934
	Iteration 36Q: 3 clusters Score -1.443848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 115344 members 
Entering Unmasked Estep 
Score: -14438499.000000 Penalty: 5785.606934
	Iteration 37Q: 3 clusters Score -1.44385e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 115315 members 
Entering Unmasked Estep 
Score: -14438535.000000 Penalty: 5785.606934
	Iteration 38Q: 3 clusters Score -1.443854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -14438542.000000 Penalty: 5785.606934
	Iteration 39Q: 3 clusters Score -1.443854e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 115257 members 
Entering Unmasked Estep 
Score: -14438587.000000 Penalty: 5785.606934
	Iteration 40F: 3 clusters Score -1.443859e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -14438593.000000 Penalty: 5785.606934
	Iteration 41Q: 3 clusters Score -1.443859e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -14438613.000000 Penalty: 5785.606934
	Iteration 42Q: 3 clusters Score -1.443861e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 115213 members 
Entering Unmasked Estep 
Score: -14438642.000000 Penalty: 5785.606934
	Iteration 43Q: 3 clusters Score -1.443864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -14438629.000000 Penalty: 5785.606934
	Iteration 44Q: 3 clusters Score -1.443863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -14438640.000000 Penalty: 5785.606934
	Iteration 45Q: 3 clusters Score -1.443864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -14438646.000000 Penalty: 5785.606934
	Iteration 46Q: 3 clusters Score -1.443865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -14438661.000000 Penalty: 5785.606934
	Iteration 47Q: 3 clusters Score -1.443866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -14438653.000000 Penalty: 5785.606934
	Iteration 48Q: 3 clusters Score -1.443865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -14438657.000000 Penalty: 5785.606934
	Iteration 49Q: 3 clusters Score -1.443866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -14438667.000000 Penalty: 5785.606934
	Iteration 50Q: 3 clusters Score -1.443867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -14438665.000000 Penalty: 5785.606934
	Iteration 51Q: 3 clusters Score -1.443866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -14438658.000000 Penalty: 5785.606934
	Iteration 52Q: 3 clusters Score -1.443866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -14438659.000000 Penalty: 5785.606934
	Iteration 53Q: 3 clusters Score -1.443866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -14438659.000000 Penalty: 5785.606934
	Iteration 54F: 3 clusters Score -1.443866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112473 members 
Entering Unmasked Estep 
Score: -13984580.000000 Penalty: 2884.356201
	Iteration 0F: 2 clusters Score -1.398458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -13909497.000000 Penalty: 5768.712402
	Iteration 0F: 3 clusters Score -1.39095e+07 nChanged 53329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -13939764.000000 Penalty: 5768.712402
	Iteration 1F: 3 clusters Score -1.393976e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -13941008.000000 Penalty: 5768.712402
	Iteration 2Q: 3 clusters Score -1.394101e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -13942879.000000 Penalty: 5768.712402
	Iteration 3Q: 3 clusters Score -1.394288e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -13945875.000000 Penalty: 5768.712402
	Iteration 4F: 3 clusters Score -1.394588e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -13951183.000000 Penalty: 5768.712402
	Iteration 5F: 3 clusters Score -1.395118e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -13958695.000000 Penalty: 5768.712402
	Iteration 6F: 3 clusters Score -1.39587e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -13967063.000000 Penalty: 5768.712402
	Iteration 7F: 3 clusters Score -1.396706e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96843 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -13973832.000000 Penalty: 5768.712402
	Iteration 8F: 3 clusters Score -1.397383e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -13977580.000000 Penalty: 5768.712402
	Iteration 9Q: 3 clusters Score -1.397758e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101241 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -13979166.000000 Penalty: 5768.712402
	Iteration 10Q: 3 clusters Score -1.397917e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102245 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -13979788.000000 Penalty: 5768.712402
	Iteration 11Q: 3 clusters Score -1.397979e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -13980186.000000 Penalty: 5768.712402
	Iteration 12Q: 3 clusters Score -1.398019e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103796 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -13980386.000000 Penalty: 5768.712402
	Iteration 13Q: 3 clusters Score -1.398039e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -13980661.000000 Penalty: 5768.712402
	Iteration 14Q: 3 clusters Score -1.398066e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105072 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -13980858.000000 Penalty: 5768.712402
	Iteration 15Q: 3 clusters Score -1.398086e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105618 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -13981038.000000 Penalty: 5768.712402
	Iteration 16Q: 3 clusters Score -1.398104e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -13981203.000000 Penalty: 5768.712402
	Iteration 17Q: 3 clusters Score -1.39812e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -13981328.000000 Penalty: 5768.712402
	Iteration 18Q: 3 clusters Score -1.398133e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -13981432.000000 Penalty: 5768.712402
	Iteration 19Q: 3 clusters Score -1.398143e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -13981525.000000 Penalty: 5768.712402
	Iteration 20F: 3 clusters Score -1.398152e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -13981612.000000 Penalty: 5768.712402
	Iteration 21Q: 3 clusters Score -1.398161e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107910 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -13981687.000000 Penalty: 5768.712402
	Iteration 22Q: 3 clusters Score -1.398169e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -13981747.000000 Penalty: 5768.712402
	Iteration 23Q: 3 clusters Score -1.398175e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -13981793.000000 Penalty: 5768.712402
	Iteration 24Q: 3 clusters Score -1.398179e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108615 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -13981845.000000 Penalty: 5768.712402
	Iteration 25Q: 3 clusters Score -1.398184e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -13981901.000000 Penalty: 5768.712402
	Iteration 26Q: 3 clusters Score -1.39819e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -13981959.000000 Penalty: 5768.712402
	Iteration 27Q: 3 clusters Score -1.398196e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109093 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -13981974.000000 Penalty: 5768.712402
	Iteration 28Q: 3 clusters Score -1.398197e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -13981958.000000 Penalty: 5768.712402
	Iteration 29Q: 3 clusters Score -1.398196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -13981983.000000 Penalty: 5768.712402
	Iteration 30Q: 3 clusters Score -1.398198e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -13982003.000000 Penalty: 5768.712402
	Iteration 31Q: 3 clusters Score -1.3982e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13982021.000000 Penalty: 5768.712402
	Iteration 32Q: 3 clusters Score -1.398202e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13982039.000000 Penalty: 5768.712402
	Iteration 33Q: 3 clusters Score -1.398204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -13982045.000000 Penalty: 5768.712402
	Iteration 34Q: 3 clusters Score -1.398204e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13982040.000000 Penalty: 5768.712402
	Iteration 35Q: 3 clusters Score -1.398204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -13982057.000000 Penalty: 5768.712402
	Iteration 36Q: 3 clusters Score -1.398206e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109749 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -13982059.000000 Penalty: 5768.712402
	Iteration 37Q: 3 clusters Score -1.398206e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -13982092.000000 Penalty: 5768.712402
	Iteration 38Q: 3 clusters Score -1.398209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -13982109.000000 Penalty: 5768.712402
	Iteration 39Q: 3 clusters Score -1.398211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109894 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13982113.000000 Penalty: 5768.712402
	Iteration 40F: 3 clusters Score -1.398211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -13982142.000000 Penalty: 5768.712402
	Iteration 41Q: 3 clusters Score -1.398214e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -13982162.000000 Penalty: 5768.712402
	Iteration 42Q: 3 clusters Score -1.398216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110038 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -13982204.000000 Penalty: 5768.712402
	Iteration 43Q: 3 clusters Score -1.39822e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13982190.000000 Penalty: 5768.712402
	Iteration 44Q: 3 clusters Score -1.398219e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -13982206.000000 Penalty: 5768.712402
	Iteration 45Q: 3 clusters Score -1.398221e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -13982245.000000 Penalty: 5768.712402
	Iteration 46Q: 3 clusters Score -1.398224e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -13982271.000000 Penalty: 5768.712402
	Iteration 47Q: 3 clusters Score -1.398227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -13982282.000000 Penalty: 5768.712402
	Iteration 48Q: 3 clusters Score -1.398228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13982286.000000 Penalty: 5768.712402
	Iteration 49Q: 3 clusters Score -1.398229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13982275.000000 Penalty: 5768.712402
	Iteration 50Q: 3 clusters Score -1.398228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110337 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -13982302.000000 Penalty: 5768.712402
	Iteration 51Q: 3 clusters Score -1.39823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -13982297.000000 Penalty: 5768.712402
	Iteration 52Q: 3 clusters Score -1.39823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13982298.000000 Penalty: 5768.712402
	Iteration 53Q: 3 clusters Score -1.39823e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -13982296.000000 Penalty: 5768.712402
	Iteration 54Q: 3 clusters Score -1.39823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13982300.000000 Penalty: 5768.712402
	Iteration 55Q: 3 clusters Score -1.39823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -13982302.000000 Penalty: 5768.712402
	Iteration 56Q: 3 clusters Score -1.39823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13982303.000000 Penalty: 5768.712402
	Iteration 57Q: 3 clusters Score -1.39823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13982307.000000 Penalty: 5768.712402
	Iteration 58Q: 3 clusters Score -1.398231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110515 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13982321.000000 Penalty: 5768.712402
	Iteration 59Q: 3 clusters Score -1.398232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110530 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13982314.000000 Penalty: 5768.712402
	Iteration 60F: 3 clusters Score -1.398231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110545 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -13982345.000000 Penalty: 5768.712402
	Iteration 61Q: 3 clusters Score -1.398234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -13982336.000000 Penalty: 5768.712402
	Iteration 62Q: 3 clusters Score -1.398234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110569 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -13982348.000000 Penalty: 5768.712402
	Iteration 63Q: 3 clusters Score -1.398235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -13982341.000000 Penalty: 5768.712402
	Iteration 64Q: 3 clusters Score -1.398234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13982351.000000 Penalty: 5768.712402
	Iteration 65Q: 3 clusters Score -1.398235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -13982353.000000 Penalty: 5768.712402
	Iteration 66Q: 3 clusters Score -1.398235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -13982364.000000 Penalty: 5768.712402
	Iteration 67Q: 3 clusters Score -1.398236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13982363.000000 Penalty: 5768.712402
	Iteration 68Q: 3 clusters Score -1.398236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13982352.000000 Penalty: 5768.712402
	Iteration 69Q: 3 clusters Score -1.398235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13982353.000000 Penalty: 5768.712402
	Iteration 70Q: 3 clusters Score -1.398235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110628 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -13982353.000000 Penalty: 5768.712402
	Iteration 71Q: 3 clusters Score -1.398235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -13982358.000000 Penalty: 5768.712402
	Iteration 72Q: 3 clusters Score -1.398236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -13982357.000000 Penalty: 5768.712402
	Iteration 73Q: 3 clusters Score -1.398236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13982350.000000 Penalty: 5768.712402
	Iteration 74Q: 3 clusters Score -1.398235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110653 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -13982345.000000 Penalty: 5768.712402
	Iteration 75Q: 3 clusters Score -1.398234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -13982356.000000 Penalty: 5768.712402
	Iteration 76Q: 3 clusters Score -1.398236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -13982361.000000 Penalty: 5768.712402
	Iteration 77Q: 3 clusters Score -1.398236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13982355.000000 Penalty: 5768.712402
	Iteration 78Q: 3 clusters Score -1.398236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -13982363.000000 Penalty: 5768.712402
	Iteration 79Q: 3 clusters Score -1.398236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -13982366.000000 Penalty: 5768.712402
	Iteration 80F: 3 clusters Score -1.398237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -13982369.000000 Penalty: 5768.712402
	Iteration 81Q: 3 clusters Score -1.398237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -13982381.000000 Penalty: 5768.712402
	Iteration 82Q: 3 clusters Score -1.398238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13982380.000000 Penalty: 5768.712402
	Iteration 83Q: 3 clusters Score -1.398238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -13982380.000000 Penalty: 5768.712402
	Iteration 84F: 3 clusters Score -1.398238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Entering Unmasked Estep 
Score: -871219.500000 Penalty: 2212.753174
	Iteration 0F: 2 clusters Score -871219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -865121.250000 Penalty: 4425.506348
	Iteration 0F: 3 clusters Score -865121.2 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -866771.687500 Penalty: 4425.506348
	Iteration 1F: 3 clusters Score -866771.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -867054.062500 Penalty: 4425.506348
	Iteration 2F: 3 clusters Score -867054.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -867253.437500 Penalty: 4425.506348
	Iteration 3Q: 3 clusters Score -867253.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -867487.062500 Penalty: 4425.506348
	Iteration 4Q: 3 clusters Score -867487.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -867821.500000 Penalty: 4425.506348
	Iteration 5Q: 3 clusters Score -867821.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -868194.562500 Penalty: 4425.506348
	Iteration 6F: 3 clusters Score -868194.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -868548.437500 Penalty: 4425.506348
	Iteration 7F: 3 clusters Score -868548.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -868862.437500 Penalty: 4425.506348
	Iteration 8F: 3 clusters Score -868862.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -869134.687500 Penalty: 4425.506348
	Iteration 9F: 3 clusters Score -869134.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -869337.562500 Penalty: 4425.506348
	Iteration 10Q: 3 clusters Score -869337.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -869492.437500 Penalty: 4425.506348
	Iteration 11Q: 3 clusters Score -869492.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -869589.437500 Penalty: 4425.506348
	Iteration 12Q: 3 clusters Score -869589.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -869654.437500 Penalty: 4425.506348
	Iteration 13Q: 3 clusters Score -869654.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -869702.125000 Penalty: 4425.506348
	Iteration 14Q: 3 clusters Score -869702.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -869735.250000 Penalty: 4425.506348
	Iteration 15Q: 3 clusters Score -869735.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -869760.562500 Penalty: 4425.506348
	Iteration 16Q: 3 clusters Score -869760.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -869782.437500 Penalty: 4425.506348
	Iteration 17Q: 3 clusters Score -869782.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -869793.187500 Penalty: 4425.506348
	Iteration 18Q: 3 clusters Score -869793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -869804.375000 Penalty: 4425.506348
	Iteration 19Q: 3 clusters Score -869804.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -869813.062500 Penalty: 4425.506348
	Iteration 20F: 3 clusters Score -869813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -869819.437500 Penalty: 4425.506348
	Iteration 21Q: 3 clusters Score -869819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -869825.625000 Penalty: 4425.506348
	Iteration 22Q: 3 clusters Score -869825.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -869832.812500 Penalty: 4425.506348
	Iteration 23Q: 3 clusters Score -869832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -869838.875000 Penalty: 4425.506348
	Iteration 24Q: 3 clusters Score -869838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -869842.812500 Penalty: 4425.506348
	Iteration 25Q: 3 clusters Score -869842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -869847.250000 Penalty: 4425.506348
	Iteration 26Q: 3 clusters Score -869847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -869848.000000 Penalty: 4425.506348
	Iteration 27Q: 3 clusters Score -869848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -869850.437500 Penalty: 4425.506348
	Iteration 28Q: 3 clusters Score -869850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -869850.437500 Penalty: 4425.506348
	Iteration 29F: 3 clusters Score -869850.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -580352.625000 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -580352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -575960.250000 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -575960.2 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -577038.187500 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -577038.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -577302.312500 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -577302.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -577532.125000 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -577532.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -577756.250000 Penalty: 4203.349121
	Iteration 4F: 3 clusters Score -577756.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -577983.312500 Penalty: 4203.349121
	Iteration 5F: 3 clusters Score -577983.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -578203.312500 Penalty: 4203.349121
	Iteration 6F: 3 clusters Score -578203.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -578388.000000 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -578388 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -578565.937500 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -578565.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -578740.437500 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -578740.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -578895.312500 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -578895.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -579042.937500 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -579042.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -579137.750000 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -579137.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -579216.875000 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -579216.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -579286.437500 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -579286.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -579347.000000 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -579347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -579419.500000 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -579419.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -579492.062500 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -579492.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -579549.375000 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -579549.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -579577.687500 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -579577.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -579590.687500 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -579590.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -579598.937500 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -579598.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -579606.812500 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -579606.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -579615.625000 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -579615.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -579623.000000 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -579623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -579628.375000 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -579628.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -579637.687500 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -579637.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -579649.750000 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -579649.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -579656.375000 Penalty: 4203.349121
	Iteration 28Q: 3 clusters Score -579656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -579660.875000 Penalty: 4203.349121
	Iteration 29Q: 3 clusters Score -579660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -579664.375000 Penalty: 4203.349121
	Iteration 30Q: 3 clusters Score -579664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -579668.062500 Penalty: 4203.349121
	Iteration 31Q: 3 clusters Score -579668.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -579670.937500 Penalty: 4203.349121
	Iteration 32Q: 3 clusters Score -579670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -579675.562500 Penalty: 4203.349121
	Iteration 33Q: 3 clusters Score -579675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -579675.937500 Penalty: 4203.349121
	Iteration 34Q: 3 clusters Score -579675.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -579676.312500 Penalty: 4203.349121
	Iteration 35Q: 3 clusters Score -579676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -579676.875000 Penalty: 4203.349121
	Iteration 36Q: 3 clusters Score -579676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -579677.750000 Penalty: 4203.349121
	Iteration 37Q: 3 clusters Score -579677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -579677.750000 Penalty: 4203.349121
	Iteration 38F: 3 clusters Score -579677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Entering Unmasked Estep 
Score: -9082556.000000 Penalty: 2787.832764
	Iteration 0F: 2 clusters Score -9082556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -9031427.000000 Penalty: 5575.665527
	Iteration 0F: 3 clusters Score -9031427 nChanged 35828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9051320.000000 Penalty: 5575.665527
	Iteration 1F: 3 clusters Score -9051320 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -9051831.000000 Penalty: 5575.665527
	Iteration 2Q: 3 clusters Score -9051831 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -9052280.000000 Penalty: 5575.665527
	Iteration 3Q: 3 clusters Score -9052280 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -9052794.000000 Penalty: 5575.665527
	Iteration 4Q: 3 clusters Score -9052794 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -9053385.000000 Penalty: 5575.665527
	Iteration 5Q: 3 clusters Score -9053385 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -9054242.000000 Penalty: 5575.665527
	Iteration 6Q: 3 clusters Score -9054242 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -9055885.000000 Penalty: 5575.665527
	Iteration 7Q: 3 clusters Score -9055885 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -9058637.000000 Penalty: 5575.665527
	Iteration 8F: 3 clusters Score -9058637 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -9063314.000000 Penalty: 5575.665527
	Iteration 9F: 3 clusters Score -9063314 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -9069320.000000 Penalty: 5575.665527
	Iteration 10F: 3 clusters Score -9069320 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -9074965.000000 Penalty: 5575.665527
	Iteration 11F: 3 clusters Score -9074965 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9078200.000000 Penalty: 5575.665527
	Iteration 12Q: 3 clusters Score -9078200 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9079421.000000 Penalty: 5575.665527
	Iteration 13Q: 3 clusters Score -9079421 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9079897.000000 Penalty: 5575.665527
	Iteration 14Q: 3 clusters Score -9079897 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9080046.000000 Penalty: 5575.665527
	Iteration 15Q: 3 clusters Score -9080046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9080106.000000 Penalty: 5575.665527
	Iteration 16Q: 3 clusters Score -9080106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9080141.000000 Penalty: 5575.665527
	Iteration 17Q: 3 clusters Score -9080141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9080158.000000 Penalty: 5575.665527
	Iteration 18Q: 3 clusters Score -9080158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9080181.000000 Penalty: 5575.665527
	Iteration 19Q: 3 clusters Score -9080181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9080196.000000 Penalty: 5575.665527
	Iteration 20F: 3 clusters Score -9080196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9080199.000000 Penalty: 5575.665527
	Iteration 21Q: 3 clusters Score -9080199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9080205.000000 Penalty: 5575.665527
	Iteration 22Q: 3 clusters Score -9080205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9080212.000000 Penalty: 5575.665527
	Iteration 23Q: 3 clusters Score -9080212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9080214.000000 Penalty: 5575.665527
	Iteration 24Q: 3 clusters Score -9080214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9080215.000000 Penalty: 5575.665527
	Iteration 25Q: 3 clusters Score -9080215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9080216.000000 Penalty: 5575.665527
	Iteration 26Q: 3 clusters Score -9080216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9080216.000000 Penalty: 5575.665527
	Iteration 27F: 3 clusters Score -9080216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Entering Unmasked Estep 
Score: -2410886.750000 Penalty: 2441.431152
	Iteration 0F: 2 clusters Score -2410887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2397362.000000 Penalty: 4882.862305
	Iteration 0F: 3 clusters Score -2397362 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2401832.500000 Penalty: 4882.862305
	Iteration 1F: 3 clusters Score -2401832 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2402254.750000 Penalty: 4882.862305
	Iteration 2F: 3 clusters Score -2402255 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2402576.500000 Penalty: 4882.862305
	Iteration 3Q: 3 clusters Score -2402576 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2402818.750000 Penalty: 4882.862305
	Iteration 4Q: 3 clusters Score -2402819 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2403015.750000 Penalty: 4882.862305
	Iteration 5Q: 3 clusters Score -2403016 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2403173.250000 Penalty: 4882.862305
	Iteration 6Q: 3 clusters Score -2403173 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2403318.000000 Penalty: 4882.862305
	Iteration 7Q: 3 clusters Score -2403318 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2403456.000000 Penalty: 4882.862305
	Iteration 8Q: 3 clusters Score -2403456 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2403597.750000 Penalty: 4882.862305
	Iteration 9Q: 3 clusters Score -2403598 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2403784.000000 Penalty: 4882.862305
	Iteration 10Q: 3 clusters Score -2403784 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2404042.000000 Penalty: 4882.862305
	Iteration 11Q: 3 clusters Score -2404042 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2404388.750000 Penalty: 4882.862305
	Iteration 12Q: 3 clusters Score -2404389 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2404887.500000 Penalty: 4882.862305
	Iteration 13Q: 3 clusters Score -2404888 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2405530.000000 Penalty: 4882.862305
	Iteration 14Q: 3 clusters Score -2405530 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2406322.250000 Penalty: 4882.862305
	Iteration 15F: 3 clusters Score -2406322 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2407093.750000 Penalty: 4882.862305
	Iteration 16Q: 3 clusters Score -2407094 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2407680.750000 Penalty: 4882.862305
	Iteration 17Q: 3 clusters Score -2407681 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2408085.750000 Penalty: 4882.862305
	Iteration 18Q: 3 clusters Score -2408086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2408347.500000 Penalty: 4882.862305
	Iteration 19Q: 3 clusters Score -2408348 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2408506.750000 Penalty: 4882.862305
	Iteration 20F: 3 clusters Score -2408507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2408583.250000 Penalty: 4882.862305
	Iteration 21Q: 3 clusters Score -2408583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2408632.250000 Penalty: 4882.862305
	Iteration 22Q: 3 clusters Score -2408632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2408670.750000 Penalty: 4882.862305
	Iteration 23Q: 3 clusters Score -2408671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2408691.250000 Penalty: 4882.862305
	Iteration 24Q: 3 clusters Score -2408691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2408704.250000 Penalty: 4882.862305
	Iteration 25Q: 3 clusters Score -2408704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2408715.500000 Penalty: 4882.862305
	Iteration 26Q: 3 clusters Score -2408716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2408713.750000 Penalty: 4882.862305
	Iteration 27Q: 3 clusters Score -2408714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2408719.500000 Penalty: 4882.862305
	Iteration 28Q: 3 clusters Score -2408720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2408720.500000 Penalty: 4882.862305
	Iteration 29Q: 3 clusters Score -2408720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2408722.250000 Penalty: 4882.862305
	Iteration 30Q: 3 clusters Score -2408722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2408724.500000 Penalty: 4882.862305
	Iteration 31Q: 3 clusters Score -2408724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2408726.750000 Penalty: 4882.862305
	Iteration 32Q: 3 clusters Score -2408727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2408733.000000 Penalty: 4882.862305
	Iteration 33Q: 3 clusters Score -2408733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2408737.250000 Penalty: 4882.862305
	Iteration 34Q: 3 clusters Score -2408737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2408742.750000 Penalty: 4882.862305
	Iteration 35Q: 3 clusters Score -2408743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2408746.250000 Penalty: 4882.862305
	Iteration 36Q: 3 clusters Score -2408746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2408750.750000 Penalty: 4882.862305
	Iteration 37Q: 3 clusters Score -2408751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2408754.750000 Penalty: 4882.862305
	Iteration 38Q: 3 clusters Score -2408755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2408762.000000 Penalty: 4882.862305
	Iteration 39Q: 3 clusters Score -2408762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2408762.000000 Penalty: 4882.862305
	Iteration 40F: 3 clusters Score -2408762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69250.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69250.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67606.320312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67606.32 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67828.367188 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67828.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67906.890625 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67906.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67920.656250 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -67920.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67923.023438 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -67923.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67923.023438 Penalty: 3191.535156
	Iteration 5F: 3 clusters Score -67923.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -604270.875000 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -604270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -599485.437500 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -599485.4 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -600922.562500 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -600922.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -601473.625000 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -601473.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -602085.562500 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -602085.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -602585.812500 Penalty: 4259.382812
	Iteration 4F: 3 clusters Score -602585.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -602839.687500 Penalty: 4259.382812
	Iteration 5F: 3 clusters Score -602839.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -602976.812500 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -602976.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -603074.062500 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -603074.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -603147.000000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -603147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -603194.687500 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -603194.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -603224.500000 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -603224.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -603246.687500 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -603246.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -603263.250000 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -603263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -603273.312500 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -603273.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -603280.437500 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -603280.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -603288.937500 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -603288.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -603292.500000 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -603292.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -603293.937500 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -603293.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -603299.062500 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -603299.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -603301.812500 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -603301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -603304.187500 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -603304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -603306.625000 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -603306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -603307.875000 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -603307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -603310.937500 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -603310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -603314.000000 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -603314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -603316.375000 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -603316.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -603318.500000 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -603318.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -603320.312500 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -603320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -603320.062500 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -603320.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -603324.062500 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -603324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -603329.062500 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -603329.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -603329.500000 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -603329.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -603332.187500 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -603332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -603333.937500 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -603333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -603334.187500 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -603334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -603336.812500 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -603336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -603338.062500 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -603338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -603337.562500 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -603337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -603339.250000 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -603339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -603340.937500 Penalty: 4259.382812
	Iteration 39Q: 3 clusters Score -603340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -603341.187500 Penalty: 4259.382812
	Iteration 40F: 3 clusters Score -603341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -336117.250000 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -336117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -332996.656250 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -332996.7 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -333601.562500 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -333601.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -333750.031250 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -333750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -333822.843750 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -333822.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -333880.250000 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -333880.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -333927.250000 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -333927.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -333953.375000 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -333953.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -333975.781250 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -333975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -333992.031250 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -333992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -334009.125000 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -334009.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -334020.093750 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -334020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -334029.937500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -334029.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -334041.031250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -334041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -334048.031250 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -334048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -334054.812500 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -334054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -334059.468750 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -334059.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -334068.187500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -334068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -334070.718750 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -334070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -334073.218750 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -334073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -334077.000000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -334077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -334079.218750 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -334079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -334081.531250 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -334081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -334082.093750 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -334082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -334084.375000 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -334084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334084.625000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -334084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334084.625000 Penalty: 3924.198486
	Iteration 25F: 3 clusters Score -334084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -792261.187500 Penalty: 2188.155029
	Iteration 0F: 2 clusters Score -792261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -786607.875000 Penalty: 4376.310059
	Iteration 0F: 3 clusters Score -786607.9 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -788084.375000 Penalty: 4376.310059
	Iteration 1F: 3 clusters Score -788084.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -788351.062500 Penalty: 4376.310059
	Iteration 2F: 3 clusters Score -788351.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -788511.312500 Penalty: 4376.310059
	Iteration 3Q: 3 clusters Score -788511.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -788614.062500 Penalty: 4376.310059
	Iteration 4Q: 3 clusters Score -788614.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -788706.437500 Penalty: 4376.310059
	Iteration 5Q: 3 clusters Score -788706.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -788772.187500 Penalty: 4376.310059
	Iteration 6Q: 3 clusters Score -788772.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -788818.875000 Penalty: 4376.310059
	Iteration 7Q: 3 clusters Score -788818.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -788858.500000 Penalty: 4376.310059
	Iteration 8Q: 3 clusters Score -788858.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -788899.250000 Penalty: 4376.310059
	Iteration 9Q: 3 clusters Score -788899.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -788930.187500 Penalty: 4376.310059
	Iteration 10Q: 3 clusters Score -788930.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -788960.312500 Penalty: 4376.310059
	Iteration 11Q: 3 clusters Score -788960.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -788989.000000 Penalty: 4376.310059
	Iteration 12Q: 3 clusters Score -788989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -789020.187500 Penalty: 4376.310059
	Iteration 13Q: 3 clusters Score -789020.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -789052.125000 Penalty: 4376.310059
	Iteration 14Q: 3 clusters Score -789052.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -789079.000000 Penalty: 4376.310059
	Iteration 15Q: 3 clusters Score -789079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -789106.500000 Penalty: 4376.310059
	Iteration 16Q: 3 clusters Score -789106.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -789132.625000 Penalty: 4376.310059
	Iteration 17Q: 3 clusters Score -789132.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -789166.750000 Penalty: 4376.310059
	Iteration 18Q: 3 clusters Score -789166.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -789207.062500 Penalty: 4376.310059
	Iteration 19Q: 3 clusters Score -789207.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -789259.000000 Penalty: 4376.310059
	Iteration 20F: 3 clusters Score -789259 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -789317.875000 Penalty: 4376.310059
	Iteration 21Q: 3 clusters Score -789317.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -789378.812500 Penalty: 4376.310059
	Iteration 22Q: 3 clusters Score -789378.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -789455.937500 Penalty: 4376.310059
	Iteration 23Q: 3 clusters Score -789455.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -789537.812500 Penalty: 4376.310059
	Iteration 24Q: 3 clusters Score -789537.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -789676.312500 Penalty: 4376.310059
	Iteration 25Q: 3 clusters Score -789676.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -789857.062500 Penalty: 4376.310059
	Iteration 26Q: 3 clusters Score -789857.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -790052.062500 Penalty: 4376.310059
	Iteration 27Q: 3 clusters Score -790052.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -790293.500000 Penalty: 4376.310059
	Iteration 28Q: 3 clusters Score -790293.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -790588.250000 Penalty: 4376.310059
	Iteration 29Q: 3 clusters Score -790588.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -790930.812500 Penalty: 4376.310059
	Iteration 30Q: 3 clusters Score -790930.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -791276.562500 Penalty: 4376.310059
	Iteration 31Q: 3 clusters Score -791276.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -791506.375000 Penalty: 4376.310059
	Iteration 32Q: 3 clusters Score -791506.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -791659.125000 Penalty: 4376.310059
	Iteration 33Q: 3 clusters Score -791659.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -791715.687500 Penalty: 4376.310059
	Iteration 34Q: 3 clusters Score -791715.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -791738.437500 Penalty: 4376.310059
	Iteration 35Q: 3 clusters Score -791738.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -791759.625000 Penalty: 4376.310059
	Iteration 36Q: 3 clusters Score -791759.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -791770.812500 Penalty: 4376.310059
	Iteration 37Q: 3 clusters Score -791770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -791774.250000 Penalty: 4376.310059
	Iteration 38Q: 3 clusters Score -791774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -791776.250000 Penalty: 4376.310059
	Iteration 39Q: 3 clusters Score -791776.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -791784.250000 Penalty: 4376.310059
	Iteration 40F: 3 clusters Score -791784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -791789.875000 Penalty: 4376.310059
	Iteration 41Q: 3 clusters Score -791789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -791792.125000 Penalty: 4376.310059
	Iteration 42Q: 3 clusters Score -791792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -791795.125000 Penalty: 4376.310059
	Iteration 43Q: 3 clusters Score -791795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -791799.687500 Penalty: 4376.310059
	Iteration 44Q: 3 clusters Score -791799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -791800.437500 Penalty: 4376.310059
	Iteration 45Q: 3 clusters Score -791800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -791800.437500 Penalty: 4376.310059
	Iteration 46F: 3 clusters Score -791800.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Entering Unmasked Estep 
Score: -1858741.750000 Penalty: 2393.043457
	Iteration 0F: 2 clusters Score -1858742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1847582.500000 Penalty: 4786.086914
	Iteration 0F: 3 clusters Score -1847582 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1851164.000000 Penalty: 4786.086914
	Iteration 1F: 3 clusters Score -1851164 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1851619.500000 Penalty: 4786.086914
	Iteration 2F: 3 clusters Score -1851620 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1852029.500000 Penalty: 4786.086914
	Iteration 3F: 3 clusters Score -1852030 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1852445.500000 Penalty: 4786.086914
	Iteration 4Q: 3 clusters Score -1852446 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1852854.875000 Penalty: 4786.086914
	Iteration 5Q: 3 clusters Score -1852855 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1853317.875000 Penalty: 4786.086914
	Iteration 6Q: 3 clusters Score -1853318 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1853802.250000 Penalty: 4786.086914
	Iteration 7Q: 3 clusters Score -1853802 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1854322.000000 Penalty: 4786.086914
	Iteration 8Q: 3 clusters Score -1854322 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1854832.875000 Penalty: 4786.086914
	Iteration 9Q: 3 clusters Score -1854833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1855277.875000 Penalty: 4786.086914
	Iteration 10Q: 3 clusters Score -1855278 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1855605.375000 Penalty: 4786.086914
	Iteration 11Q: 3 clusters Score -1855605 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1855840.000000 Penalty: 4786.086914
	Iteration 12Q: 3 clusters Score -1855840 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1856014.750000 Penalty: 4786.086914
	Iteration 13Q: 3 clusters Score -1856015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1856159.750000 Penalty: 4786.086914
	Iteration 14Q: 3 clusters Score -1856160 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1856285.875000 Penalty: 4786.086914
	Iteration 15Q: 3 clusters Score -1856286 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1856402.250000 Penalty: 4786.086914
	Iteration 16Q: 3 clusters Score -1856402 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1856503.875000 Penalty: 4786.086914
	Iteration 17Q: 3 clusters Score -1856504 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1856603.500000 Penalty: 4786.086914
	Iteration 18Q: 3 clusters Score -1856604 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1856680.875000 Penalty: 4786.086914
	Iteration 19Q: 3 clusters Score -1856681 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1856743.500000 Penalty: 4786.086914
	Iteration 20F: 3 clusters Score -1856744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1856788.375000 Penalty: 4786.086914
	Iteration 21Q: 3 clusters Score -1856788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1856820.250000 Penalty: 4786.086914
	Iteration 22Q: 3 clusters Score -1856820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1856844.000000 Penalty: 4786.086914
	Iteration 23Q: 3 clusters Score -1856844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1856863.375000 Penalty: 4786.086914
	Iteration 24Q: 3 clusters Score -1856863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1856878.625000 Penalty: 4786.086914
	Iteration 25Q: 3 clusters Score -1856879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1856894.875000 Penalty: 4786.086914
	Iteration 26Q: 3 clusters Score -1856895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1856906.375000 Penalty: 4786.086914
	Iteration 27Q: 3 clusters Score -1856906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1856913.375000 Penalty: 4786.086914
	Iteration 28Q: 3 clusters Score -1856913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1856916.875000 Penalty: 4786.086914
	Iteration 29Q: 3 clusters Score -1856917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1856924.000000 Penalty: 4786.086914
	Iteration 30Q: 3 clusters Score -1856924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1856925.250000 Penalty: 4786.086914
	Iteration 31Q: 3 clusters Score -1856925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1856932.750000 Penalty: 4786.086914
	Iteration 32Q: 3 clusters Score -1856933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1856932.875000 Penalty: 4786.086914
	Iteration 33Q: 3 clusters Score -1856933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1856935.750000 Penalty: 4786.086914
	Iteration 34Q: 3 clusters Score -1856936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1856935.250000 Penalty: 4786.086914
	Iteration 35Q: 3 clusters Score -1856935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1856935.250000 Penalty: 4786.086914
	Iteration 36F: 3 clusters Score -1856935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Entering Unmasked Estep 
Score: -20262184.000000 Penalty: 2977.207031
	Iteration 0F: 2 clusters Score -2.026218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -20154516.000000 Penalty: 5954.414062
	Iteration 0F: 3 clusters Score -2.015452e+07 nChanged 77896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -20200090.000000 Penalty: 5954.414062
	Iteration 1F: 3 clusters Score -2.020009e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 85602 members 
Entering Unmasked Estep 
Score: -20201416.000000 Penalty: 5954.414062
	Iteration 2Q: 3 clusters Score -2.020142e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
Score: -20203456.000000 Penalty: 5954.414062
	Iteration 3Q: 3 clusters Score -2.020346e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -20206310.000000 Penalty: 5954.414062
	Iteration 4Q: 3 clusters Score -2.020631e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 97189 members 
Entering Unmasked Estep 
Score: -20211242.000000 Penalty: 5954.414062
	Iteration 5F: 3 clusters Score -2.021124e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -20219156.000000 Penalty: 5954.414062
	Iteration 6F: 3 clusters Score -2.021916e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 113919 members 
Entering Unmasked Estep 
Score: -20230040.000000 Penalty: 5954.414062
	Iteration 7F: 3 clusters Score -2.023004e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 121699 members 
Entering Unmasked Estep 
Score: -20241358.000000 Penalty: 5954.414062
	Iteration 8F: 3 clusters Score -2.024136e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 126528 members 
Entering Unmasked Estep 
Score: -20248190.000000 Penalty: 5954.414062
	Iteration 9F: 3 clusters Score -2.024819e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 129489 members 
Entering Unmasked Estep 
Score: -20250700.000000 Penalty: 5954.414062
	Iteration 10Q: 3 clusters Score -2.02507e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 131987 members 
Entering Unmasked Estep 
Score: -20251894.000000 Penalty: 5954.414062
	Iteration 11Q: 3 clusters Score -2.025189e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 134313 members 
Entering Unmasked Estep 
Score: -20252826.000000 Penalty: 5954.414062
	Iteration 12Q: 3 clusters Score -2.025283e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 136500 members 
Entering Unmasked Estep 
Score: -20253612.000000 Penalty: 5954.414062
	Iteration 13Q: 3 clusters Score -2.025361e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -20254390.000000 Penalty: 5954.414062
	Iteration 14Q: 3 clusters Score -2.025439e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 140511 members 
Entering Unmasked Estep 
Score: -20255022.000000 Penalty: 5954.414062
	Iteration 15Q: 3 clusters Score -2.025502e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 142210 members 
Entering Unmasked Estep 
Score: -20255652.000000 Penalty: 5954.414062
	Iteration 16Q: 3 clusters Score -2.025565e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 143815 members 
Entering Unmasked Estep 
Score: -20256260.000000 Penalty: 5954.414062
	Iteration 17Q: 3 clusters Score -2.025626e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 145334 members 
Entering Unmasked Estep 
Score: -20256830.000000 Penalty: 5954.414062
	Iteration 18Q: 3 clusters Score -2.025683e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 146776 members 
Entering Unmasked Estep 
Score: -20257342.000000 Penalty: 5954.414062
	Iteration 19Q: 3 clusters Score -2.025734e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 148106 members 
Entering Unmasked Estep 
Score: -20257724.000000 Penalty: 5954.414062
	Iteration 20F: 3 clusters Score -2.025772e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 149316 members 
Entering Unmasked Estep 
Score: -20258116.000000 Penalty: 5954.414062
	Iteration 21Q: 3 clusters Score -2.025812e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -20258438.000000 Penalty: 5954.414062
	Iteration 22Q: 3 clusters Score -2.025844e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -20258796.000000 Penalty: 5954.414062
	Iteration 23Q: 3 clusters Score -2.02588e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -20259050.000000 Penalty: 5954.414062
	Iteration 24Q: 3 clusters Score -2.025905e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -20259226.000000 Penalty: 5954.414062
	Iteration 25Q: 3 clusters Score -2.025923e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -20259380.000000 Penalty: 5954.414062
	Iteration 26Q: 3 clusters Score -2.025938e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -20259668.000000 Penalty: 5954.414062
	Iteration 27Q: 3 clusters Score -2.025967e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -20259852.000000 Penalty: 5954.414062
	Iteration 28Q: 3 clusters Score -2.025985e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 156228 members 
Entering Unmasked Estep 
Score: -20259968.000000 Penalty: 5954.414062
	Iteration 29Q: 3 clusters Score -2.025997e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -20260054.000000 Penalty: 5954.414062
	Iteration 30Q: 3 clusters Score -2.026005e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 157184 members 
Entering Unmasked Estep 
Score: -20260146.000000 Penalty: 5954.414062
	Iteration 31Q: 3 clusters Score -2.026015e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 157566 members 
Entering Unmasked Estep 
Score: -20260186.000000 Penalty: 5954.414062
	Iteration 32Q: 3 clusters Score -2.026019e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -20260240.000000 Penalty: 5954.414062
	Iteration 33Q: 3 clusters Score -2.026024e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -20260266.000000 Penalty: 5954.414062
	Iteration 34Q: 3 clusters Score -2.026027e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 158489 members 
Entering Unmasked Estep 
Score: -20260290.000000 Penalty: 5954.414062
	Iteration 35Q: 3 clusters Score -2.026029e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -20260290.000000 Penalty: 5954.414062
	Iteration 36Q: 3 clusters Score -2.026029e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 158919 members 
Entering Unmasked Estep 
Score: -20260328.000000 Penalty: 5954.414062
	Iteration 37Q: 3 clusters Score -2.026033e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 159086 members 
Entering Unmasked Estep 
Score: -20260294.000000 Penalty: 5954.414062
	Iteration 38Q: 3 clusters Score -2.026029e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -20260344.000000 Penalty: 5954.414062
	Iteration 39Q: 3 clusters Score -2.026034e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 159388 members 
Entering Unmasked Estep 
Score: -20260354.000000 Penalty: 5954.414062
	Iteration 40F: 3 clusters Score -2.026035e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -20260402.000000 Penalty: 5954.414062
	Iteration 41Q: 3 clusters Score -2.02604e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -20260440.000000 Penalty: 5954.414062
	Iteration 42Q: 3 clusters Score -2.026044e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 159774 members 
Entering Unmasked Estep 
Score: -20260446.000000 Penalty: 5954.414062
	Iteration 43Q: 3 clusters Score -2.026045e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 159896 members 
Entering Unmasked Estep 
Score: -20260468.000000 Penalty: 5954.414062
	Iteration 44Q: 3 clusters Score -2.026047e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 160000 members 
Entering Unmasked Estep 
Score: -20260492.000000 Penalty: 5954.414062
	Iteration 45Q: 3 clusters Score -2.026049e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 160094 members 
Entering Unmasked Estep 
Score: -20260558.000000 Penalty: 5954.414062
	Iteration 46Q: 3 clusters Score -2.026056e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -20260600.000000 Penalty: 5954.414062
	Iteration 47Q: 3 clusters Score -2.02606e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -20260602.000000 Penalty: 5954.414062
	Iteration 48Q: 3 clusters Score -2.02606e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 160378 members 
Entering Unmasked Estep 
Score: -20260602.000000 Penalty: 5954.414062
	Iteration 49Q: 3 clusters Score -2.02606e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 160442 members 
Entering Unmasked Estep 
Score: -20260632.000000 Penalty: 5954.414062
	Iteration 50Q: 3 clusters Score -2.026063e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 160498 members 
Entering Unmasked Estep 
Score: -20260592.000000 Penalty: 5954.414062
	Iteration 51Q: 3 clusters Score -2.026059e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 160570 members 
Entering Unmasked Estep 
Score: -20260600.000000 Penalty: 5954.414062
	Iteration 52Q: 3 clusters Score -2.02606e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -20260638.000000 Penalty: 5954.414062
	Iteration 53Q: 3 clusters Score -2.026064e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -20260676.000000 Penalty: 5954.414062
	Iteration 54Q: 3 clusters Score -2.026068e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 160724 members 
Entering Unmasked Estep 
Score: -20260682.000000 Penalty: 5954.414062
	Iteration 55Q: 3 clusters Score -2.026068e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 160776 members 
Entering Unmasked Estep 
Score: -20260700.000000 Penalty: 5954.414062
	Iteration 56Q: 3 clusters Score -2.02607e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -20260714.000000 Penalty: 5954.414062
	Iteration 57Q: 3 clusters Score -2.026071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -20260726.000000 Penalty: 5954.414062
	Iteration 58Q: 3 clusters Score -2.026073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 160888 members 
Entering Unmasked Estep 
Score: -20260718.000000 Penalty: 5954.414062
	Iteration 59Q: 3 clusters Score -2.026072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 160933 members 
Entering Unmasked Estep 
Score: -20260722.000000 Penalty: 5954.414062
	Iteration 60F: 3 clusters Score -2.026072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -20260714.000000 Penalty: 5954.414062
	Iteration 61Q: 3 clusters Score -2.026071e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 161034 members 
Entering Unmasked Estep 
Score: -20260732.000000 Penalty: 5954.414062
	Iteration 62Q: 3 clusters Score -2.026073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -20260772.000000 Penalty: 5954.414062
	Iteration 63Q: 3 clusters Score -2.026077e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -20260762.000000 Penalty: 5954.414062
	Iteration 64Q: 3 clusters Score -2.026076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 161155 members 
Entering Unmasked Estep 
Score: -20260784.000000 Penalty: 5954.414062
	Iteration 65Q: 3 clusters Score -2.026078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -20260826.000000 Penalty: 5954.414062
	Iteration 66Q: 3 clusters Score -2.026083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 161208 members 
Entering Unmasked Estep 
Score: -20260816.000000 Penalty: 5954.414062
	Iteration 67Q: 3 clusters Score -2.026082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 161219 members 
Entering Unmasked Estep 
Score: -20260798.000000 Penalty: 5954.414062
	Iteration 68Q: 3 clusters Score -2.02608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -20260782.000000 Penalty: 5954.414062
	Iteration 69Q: 3 clusters Score -2.026078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -20260802.000000 Penalty: 5954.414062
	Iteration 70Q: 3 clusters Score -2.02608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 161241 members 
Entering Unmasked Estep 
Score: -20260816.000000 Penalty: 5954.414062
	Iteration 71Q: 3 clusters Score -2.026082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 161249 members 
Entering Unmasked Estep 
Score: -20260810.000000 Penalty: 5954.414062
	Iteration 72Q: 3 clusters Score -2.026081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -20260814.000000 Penalty: 5954.414062
	Iteration 73Q: 3 clusters Score -2.026081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -20260810.000000 Penalty: 5954.414062
	Iteration 74Q: 3 clusters Score -2.026081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 161264 members 
Entering Unmasked Estep 
Score: -20260840.000000 Penalty: 5954.414062
	Iteration 75Q: 3 clusters Score -2.026084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 161273 members 
Entering Unmasked Estep 
Score: -20260830.000000 Penalty: 5954.414062
	Iteration 76Q: 3 clusters Score -2.026083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 161285 members 
Entering Unmasked Estep 
Score: -20260816.000000 Penalty: 5954.414062
	Iteration 77Q: 3 clusters Score -2.026082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 161293 members 
Entering Unmasked Estep 
Score: -20260824.000000 Penalty: 5954.414062
	Iteration 78Q: 3 clusters Score -2.026082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 161299 members 
Entering Unmasked Estep 
Score: -20260822.000000 Penalty: 5954.414062
	Iteration 79Q: 3 clusters Score -2.026082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -20260828.000000 Penalty: 5954.414062
	Iteration 80F: 3 clusters Score -2.026083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -20260826.000000 Penalty: 5954.414062
	Iteration 81Q: 3 clusters Score -2.026083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 161313 members 
Entering Unmasked Estep 
Score: -20260822.000000 Penalty: 5954.414062
	Iteration 82Q: 3 clusters Score -2.026082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 161318 members 
Entering Unmasked Estep 
Score: -20260822.000000 Penalty: 5954.414062
	Iteration 83Q: 3 clusters Score -2.026082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 161321 members 
Entering Unmasked Estep 
Score: -20260826.000000 Penalty: 5954.414062
	Iteration 84Q: 3 clusters Score -2.026083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -20260822.000000 Penalty: 5954.414062
	Iteration 85Q: 3 clusters Score -2.026082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -20260832.000000 Penalty: 5954.414062
	Iteration 86Q: 3 clusters Score -2.026083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 161323 members 
Entering Unmasked Estep 
Score: -20260828.000000 Penalty: 5954.414062
	Iteration 87Q: 3 clusters Score -2.026083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 161323 members 
Entering Unmasked Estep 
Score: -20260828.000000 Penalty: 5954.414062
	Iteration 88F: 3 clusters Score -2.026083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Entering Unmasked Estep 
Score: -1651927.375000 Penalty: 2360.912598
	Iteration 0F: 2 clusters Score -1651927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1642017.000000 Penalty: 4721.825195
	Iteration 0F: 3 clusters Score -1642017 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1645175.500000 Penalty: 4721.825195
	Iteration 1F: 3 clusters Score -1645176 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1645807.875000 Penalty: 4721.825195
	Iteration 2F: 3 clusters Score -1645808 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1646647.375000 Penalty: 4721.825195
	Iteration 3F: 3 clusters Score -1646647 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1647522.125000 Penalty: 4721.825195
	Iteration 4F: 3 clusters Score -1647522 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1648411.875000 Penalty: 4721.825195
	Iteration 5F: 3 clusters Score -1648412 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1649088.875000 Penalty: 4721.825195
	Iteration 6F: 3 clusters Score -1649089 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1649527.625000 Penalty: 4721.825195
	Iteration 7F: 3 clusters Score -1649528 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1649852.250000 Penalty: 4721.825195
	Iteration 8Q: 3 clusters Score -1649852 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1650044.500000 Penalty: 4721.825195
	Iteration 9Q: 3 clusters Score -1650044 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1650176.125000 Penalty: 4721.825195
	Iteration 10Q: 3 clusters Score -1650176 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1650280.500000 Penalty: 4721.825195
	Iteration 11Q: 3 clusters Score -1650280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1650353.750000 Penalty: 4721.825195
	Iteration 12Q: 3 clusters Score -1650354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1650417.625000 Penalty: 4721.825195
	Iteration 13Q: 3 clusters Score -1650418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1650468.875000 Penalty: 4721.825195
	Iteration 14Q: 3 clusters Score -1650469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1650511.750000 Penalty: 4721.825195
	Iteration 15Q: 3 clusters Score -1650512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1650540.125000 Penalty: 4721.825195
	Iteration 16Q: 3 clusters Score -1650540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1650553.750000 Penalty: 4721.825195
	Iteration 17Q: 3 clusters Score -1650554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1650573.500000 Penalty: 4721.825195
	Iteration 18Q: 3 clusters Score -1650574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1650587.375000 Penalty: 4721.825195
	Iteration 19Q: 3 clusters Score -1650587 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1650603.375000 Penalty: 4721.825195
	Iteration 20F: 3 clusters Score -1650603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1650612.875000 Penalty: 4721.825195
	Iteration 21Q: 3 clusters Score -1650613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1650624.375000 Penalty: 4721.825195
	Iteration 22Q: 3 clusters Score -1650624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1650635.500000 Penalty: 4721.825195
	Iteration 23Q: 3 clusters Score -1650636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1650642.000000 Penalty: 4721.825195
	Iteration 24Q: 3 clusters Score -1650642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1650643.500000 Penalty: 4721.825195
	Iteration 25Q: 3 clusters Score -1650644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1650647.750000 Penalty: 4721.825195
	Iteration 26Q: 3 clusters Score -1650648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1650654.375000 Penalty: 4721.825195
	Iteration 27Q: 3 clusters Score -1650654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1650654.875000 Penalty: 4721.825195
	Iteration 28Q: 3 clusters Score -1650655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1650657.000000 Penalty: 4721.825195
	Iteration 29Q: 3 clusters Score -1650657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1650662.000000 Penalty: 4721.825195
	Iteration 30Q: 3 clusters Score -1650662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1650665.000000 Penalty: 4721.825195
	Iteration 31Q: 3 clusters Score -1650665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1650669.250000 Penalty: 4721.825195
	Iteration 32Q: 3 clusters Score -1650669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1650669.500000 Penalty: 4721.825195
	Iteration 33Q: 3 clusters Score -1650670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1650672.250000 Penalty: 4721.825195
	Iteration 34Q: 3 clusters Score -1650672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1650682.250000 Penalty: 4721.825195
	Iteration 35Q: 3 clusters Score -1650682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1650678.750000 Penalty: 4721.825195
	Iteration 36Q: 3 clusters Score -1650679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1650680.250000 Penalty: 4721.825195
	Iteration 37Q: 3 clusters Score -1650680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1650683.875000 Penalty: 4721.825195
	Iteration 38Q: 3 clusters Score -1650684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1650687.375000 Penalty: 4721.825195
	Iteration 39Q: 3 clusters Score -1650687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1650689.125000 Penalty: 4721.825195
	Iteration 40F: 3 clusters Score -1650689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1650686.625000 Penalty: 4721.825195
	Iteration 41Q: 3 clusters Score -1650687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1650694.875000 Penalty: 4721.825195
	Iteration 42Q: 3 clusters Score -1650695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1650694.750000 Penalty: 4721.825195
	Iteration 43Q: 3 clusters Score -1650695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1650693.875000 Penalty: 4721.825195
	Iteration 44Q: 3 clusters Score -1650694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1650692.000000 Penalty: 4721.825195
	Iteration 45Q: 3 clusters Score -1650692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1650693.750000 Penalty: 4721.825195
	Iteration 46Q: 3 clusters Score -1650694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1650696.875000 Penalty: 4721.825195
	Iteration 47Q: 3 clusters Score -1650697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1650697.875000 Penalty: 4721.825195
	Iteration 48Q: 3 clusters Score -1650698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1650696.625000 Penalty: 4721.825195
	Iteration 49Q: 3 clusters Score -1650697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1650700.750000 Penalty: 4721.825195
	Iteration 50Q: 3 clusters Score -1650701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1650703.625000 Penalty: 4721.825195
	Iteration 51Q: 3 clusters Score -1650704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1650706.250000 Penalty: 4721.825195
	Iteration 52Q: 3 clusters Score -1650706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1650703.000000 Penalty: 4721.825195
	Iteration 53Q: 3 clusters Score -1650703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1650706.500000 Penalty: 4721.825195
	Iteration 54Q: 3 clusters Score -1650706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1650707.875000 Penalty: 4721.825195
	Iteration 55Q: 3 clusters Score -1650708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1650707.500000 Penalty: 4721.825195
	Iteration 56Q: 3 clusters Score -1650708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1650710.750000 Penalty: 4721.825195
	Iteration 57Q: 3 clusters Score -1650711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1650712.625000 Penalty: 4721.825195
	Iteration 58Q: 3 clusters Score -1650713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1650712.875000 Penalty: 4721.825195
	Iteration 59Q: 3 clusters Score -1650713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1650713.750000 Penalty: 4721.825195
	Iteration 60F: 3 clusters Score -1650714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1650717.750000 Penalty: 4721.825195
	Iteration 61Q: 3 clusters Score -1650718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1650719.500000 Penalty: 4721.825195
	Iteration 62Q: 3 clusters Score -1650720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1650718.000000 Penalty: 4721.825195
	Iteration 63Q: 3 clusters Score -1650718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1650718.000000 Penalty: 4721.825195
	Iteration 64F: 3 clusters Score -1650718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (218469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218469 members 
Entering Unmasked Estep 
Score: -26758510.000000 Penalty: 3049.010986
	Iteration 0F: 2 clusters Score -2.675851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 109258 members 
Entering Unmasked Estep 
Score: -26615098.000000 Penalty: 6098.021973
	Iteration 0F: 3 clusters Score -2.66151e+07 nChanged 105261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 105941 members 
Entering Unmasked Estep 
Score: -26677466.000000 Penalty: 6098.021973
	Iteration 1F: 3 clusters Score -2.667747e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -26679850.000000 Penalty: 6098.021973
	Iteration 2Q: 3 clusters Score -2.667985e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117798 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -26683390.000000 Penalty: 6098.021973
	Iteration 3Q: 3 clusters Score -2.668339e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -26689770.000000 Penalty: 6098.021973
	Iteration 4F: 3 clusters Score -2.668977e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129407 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -26698960.000000 Penalty: 6098.021973
	Iteration 5F: 3 clusters Score -2.669896e+07 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -26711202.000000 Penalty: 6098.021973
	Iteration 6F: 3 clusters Score -2.67112e+07 nChanged 16475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147791 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -26725812.000000 Penalty: 6098.021973
	Iteration 7F: 3 clusters Score -2.672581e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -26738242.000000 Penalty: 6098.021973
	Iteration 8F: 3 clusters Score -2.673824e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160089 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -26743822.000000 Penalty: 6098.021973
	Iteration 9Q: 3 clusters Score -2.674382e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -26745930.000000 Penalty: 6098.021973
	Iteration 10Q: 3 clusters Score -2.674593e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167396 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -26747468.000000 Penalty: 6098.021973
	Iteration 11Q: 3 clusters Score -2.674747e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170896 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -26748794.000000 Penalty: 6098.021973
	Iteration 12Q: 3 clusters Score -2.674879e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174231 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -26749930.000000 Penalty: 6098.021973
	Iteration 13Q: 3 clusters Score -2.674993e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177430 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -26750768.000000 Penalty: 6098.021973
	Iteration 14Q: 3 clusters Score -2.675077e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180348 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -26751550.000000 Penalty: 6098.021973
	Iteration 15Q: 3 clusters Score -2.675155e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183016 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -26752190.000000 Penalty: 6098.021973
	Iteration 16Q: 3 clusters Score -2.675219e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185464 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -26752858.000000 Penalty: 6098.021973
	Iteration 17Q: 3 clusters Score -2.675286e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187849 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -26753430.000000 Penalty: 6098.021973
	Iteration 18Q: 3 clusters Score -2.675343e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190079 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -26753982.000000 Penalty: 6098.021973
	Iteration 19Q: 3 clusters Score -2.675398e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192178 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -26754480.000000 Penalty: 6098.021973
	Iteration 20F: 3 clusters Score -2.675448e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194131 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -26754944.000000 Penalty: 6098.021973
	Iteration 21Q: 3 clusters Score -2.675494e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -26755370.000000 Penalty: 6098.021973
	Iteration 22Q: 3 clusters Score -2.675537e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197623 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -26755608.000000 Penalty: 6098.021973
	Iteration 23Q: 3 clusters Score -2.675561e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199147 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -26755848.000000 Penalty: 6098.021973
	Iteration 24Q: 3 clusters Score -2.675585e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200549 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -26756110.000000 Penalty: 6098.021973
	Iteration 25Q: 3 clusters Score -2.675611e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201822 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -26756484.000000 Penalty: 6098.021973
	Iteration 26Q: 3 clusters Score -2.675648e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202975 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -26756778.000000 Penalty: 6098.021973
	Iteration 27Q: 3 clusters Score -2.675678e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204003 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -26756928.000000 Penalty: 6098.021973
	Iteration 28Q: 3 clusters Score -2.675693e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204898 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -26757124.000000 Penalty: 6098.021973
	Iteration 29Q: 3 clusters Score -2.675712e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205742 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -26757278.000000 Penalty: 6098.021973
	Iteration 30Q: 3 clusters Score -2.675728e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206502 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -26757338.000000 Penalty: 6098.021973
	Iteration 31Q: 3 clusters Score -2.675734e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207194 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -26757324.000000 Penalty: 6098.021973
	Iteration 32Q: 3 clusters Score -2.675732e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207828 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -26757460.000000 Penalty: 6098.021973
	Iteration 33Q: 3 clusters Score -2.675746e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208358 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -26757524.000000 Penalty: 6098.021973
	Iteration 34Q: 3 clusters Score -2.675752e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208840 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -26757450.000000 Penalty: 6098.021973
	Iteration 35Q: 3 clusters Score -2.675745e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209294 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -26757520.000000 Penalty: 6098.021973
	Iteration 36Q: 3 clusters Score -2.675752e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209670 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -26757624.000000 Penalty: 6098.021973
	Iteration 37Q: 3 clusters Score -2.675762e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210009 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -26757704.000000 Penalty: 6098.021973
	Iteration 38Q: 3 clusters Score -2.67577e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210336 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -26757698.000000 Penalty: 6098.021973
	Iteration 39Q: 3 clusters Score -2.67577e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210630 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -26757692.000000 Penalty: 6098.021973
	Iteration 40F: 3 clusters Score -2.675769e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210869 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -26757692.000000 Penalty: 6098.021973
	Iteration 41Q: 3 clusters Score -2.675769e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -26757702.000000 Penalty: 6098.021973
	Iteration 42Q: 3 clusters Score -2.67577e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211284 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -26757690.000000 Penalty: 6098.021973
	Iteration 43Q: 3 clusters Score -2.675769e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211476 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -26757710.000000 Penalty: 6098.021973
	Iteration 44Q: 3 clusters Score -2.675771e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211631 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -26757728.000000 Penalty: 6098.021973
	Iteration 45Q: 3 clusters Score -2.675773e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211778 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -26757742.000000 Penalty: 6098.021973
	Iteration 46Q: 3 clusters Score -2.675774e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211912 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -26757696.000000 Penalty: 6098.021973
	Iteration 47Q: 3 clusters Score -2.67577e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212015 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -26757744.000000 Penalty: 6098.021973
	Iteration 48Q: 3 clusters Score -2.675774e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212120 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -26757730.000000 Penalty: 6098.021973
	Iteration 49Q: 3 clusters Score -2.675773e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212205 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -26757726.000000 Penalty: 6098.021973
	Iteration 50Q: 3 clusters Score -2.675773e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212285 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -26757720.000000 Penalty: 6098.021973
	Iteration 51Q: 3 clusters Score -2.675772e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212356 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -26757670.000000 Penalty: 6098.021973
	Iteration 52Q: 3 clusters Score -2.675767e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212425 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -26757632.000000 Penalty: 6098.021973
	Iteration 53Q: 3 clusters Score -2.675763e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212482 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -26757624.000000 Penalty: 6098.021973
	Iteration 54Q: 3 clusters Score -2.675762e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212548 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -26757604.000000 Penalty: 6098.021973
	Iteration 55Q: 3 clusters Score -2.67576e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212601 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -26757600.000000 Penalty: 6098.021973
	Iteration 56Q: 3 clusters Score -2.67576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212641 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -26757618.000000 Penalty: 6098.021973
	Iteration 57Q: 3 clusters Score -2.675762e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212677 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -26757616.000000 Penalty: 6098.021973
	Iteration 58Q: 3 clusters Score -2.675762e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212719 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -26757588.000000 Penalty: 6098.021973
	Iteration 59Q: 3 clusters Score -2.675759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212748 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -26757582.000000 Penalty: 6098.021973
	Iteration 60F: 3 clusters Score -2.675758e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212774 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -26757602.000000 Penalty: 6098.021973
	Iteration 61Q: 3 clusters Score -2.67576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212793 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -26757616.000000 Penalty: 6098.021973
	Iteration 62Q: 3 clusters Score -2.675762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212812 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -26757576.000000 Penalty: 6098.021973
	Iteration 63Q: 3 clusters Score -2.675758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -26757562.000000 Penalty: 6098.021973
	Iteration 64Q: 3 clusters Score -2.675756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212845 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -26757552.000000 Penalty: 6098.021973
	Iteration 65Q: 3 clusters Score -2.675755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212864 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -26757572.000000 Penalty: 6098.021973
	Iteration 66Q: 3 clusters Score -2.675757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212877 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -26757578.000000 Penalty: 6098.021973
	Iteration 67Q: 3 clusters Score -2.675758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212891 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -26757572.000000 Penalty: 6098.021973
	Iteration 68Q: 3 clusters Score -2.675757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212903 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -26757564.000000 Penalty: 6098.021973
	Iteration 69Q: 3 clusters Score -2.675756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212912 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -26757556.000000 Penalty: 6098.021973
	Iteration 70Q: 3 clusters Score -2.675756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212922 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -26757558.000000 Penalty: 6098.021973
	Iteration 71Q: 3 clusters Score -2.675756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212932 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -26757542.000000 Penalty: 6098.021973
	Iteration 72Q: 3 clusters Score -2.675754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -26757532.000000 Penalty: 6098.021973
	Iteration 73Q: 3 clusters Score -2.675753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212956 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -26757538.000000 Penalty: 6098.021973
	Iteration 74Q: 3 clusters Score -2.675754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212970 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -26757540.000000 Penalty: 6098.021973
	Iteration 75Q: 3 clusters Score -2.675754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212983 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -26757544.000000 Penalty: 6098.021973
	Iteration 76Q: 3 clusters Score -2.675754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212997 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -26757540.000000 Penalty: 6098.021973
	Iteration 77Q: 3 clusters Score -2.675754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213014 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -26757542.000000 Penalty: 6098.021973
	Iteration 78Q: 3 clusters Score -2.675754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213030 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -26757536.000000 Penalty: 6098.021973
	Iteration 79Q: 3 clusters Score -2.675754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213040 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -26757540.000000 Penalty: 6098.021973
	Iteration 80F: 3 clusters Score -2.675754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213047 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -26757532.000000 Penalty: 6098.021973
	Iteration 81Q: 3 clusters Score -2.675753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213060 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -26757526.000000 Penalty: 6098.021973
	Iteration 82Q: 3 clusters Score -2.675753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213073 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -26757538.000000 Penalty: 6098.021973
	Iteration 83Q: 3 clusters Score -2.675754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213086 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -26757562.000000 Penalty: 6098.021973
	Iteration 84Q: 3 clusters Score -2.675756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213095 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -26757576.000000 Penalty: 6098.021973
	Iteration 85Q: 3 clusters Score -2.675758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213101 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -26757588.000000 Penalty: 6098.021973
	Iteration 86Q: 3 clusters Score -2.675759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213103 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -26757590.000000 Penalty: 6098.021973
	Iteration 87Q: 3 clusters Score -2.675759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213105 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -26757580.000000 Penalty: 6098.021973
	Iteration 88Q: 3 clusters Score -2.675758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213108 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -26757598.000000 Penalty: 6098.021973
	Iteration 89Q: 3 clusters Score -2.67576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213113 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -26757614.000000 Penalty: 6098.021973
	Iteration 90Q: 3 clusters Score -2.675761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213115 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -26757600.000000 Penalty: 6098.021973
	Iteration 91Q: 3 clusters Score -2.67576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213116 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -26757594.000000 Penalty: 6098.021973
	Iteration 92Q: 3 clusters Score -2.675759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213116 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -26757594.000000 Penalty: 6098.021973
	Iteration 93F: 3 clusters Score -2.675759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122605.023438 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122605 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 571 members 
Entering Unmasked Estep 
Score: -120638.101562 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120638.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121068.437500 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -121068.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -121197.921875 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121197.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -121277.585938 Penalty: 3507.921387
	Iteration 3Q: 3 clusters Score -121277.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -121345.148438 Penalty: 3507.921387
	Iteration 4Q: 3 clusters Score -121345.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121389.562500 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -121389.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121450.257812 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -121450.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121506.039062 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -121506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -121543.859375 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -121543.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121622.312500 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -121622.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -121705.289062 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -121705.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -121789.093750 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -121789.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121854.851562 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -121854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121895.578125 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -121895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -121980.640625 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -121980.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122061.898438 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -122061.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122125.250000 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -122125.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122173.367188 Penalty: 3507.921387
	Iteration 17Q: 3 clusters Score -122173.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122223.093750 Penalty: 3507.921387
	Iteration 18Q: 3 clusters Score -122223.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122277.031250 Penalty: 3507.921387
	Iteration 19Q: 3 clusters Score -122277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122349.843750 Penalty: 3507.921387
	Iteration 20F: 3 clusters Score -122349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122488.593750 Penalty: 3507.921387
	Iteration 21Q: 3 clusters Score -122488.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122535.398438 Penalty: 3507.921387
	Iteration 22Q: 3 clusters Score -122535.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122561.132812 Penalty: 3507.921387
	Iteration 23Q: 3 clusters Score -122561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122571.843750 Penalty: 3507.921387
	Iteration 24Q: 3 clusters Score -122571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122571.843750 Penalty: 3507.921387
	Iteration 25F: 3 clusters Score -122571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (197869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197869 members 
Entering Unmasked Estep 
Score: -24197698.000000 Penalty: 3024.449219
	Iteration 0F: 2 clusters Score -2.41977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 99201 members 
Entering Unmasked Estep 
Score: -24069470.000000 Penalty: 6048.898438
	Iteration 0F: 3 clusters Score -2.406947e+07 nChanged 94825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -24124724.000000 Penalty: 6048.898438
	Iteration 1F: 3 clusters Score -2.412472e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 107282 members 
Entering Unmasked Estep 
Score: -24126100.000000 Penalty: 6048.898438
	Iteration 2Q: 3 clusters Score -2.41261e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -24128366.000000 Penalty: 6048.898438
	Iteration 3Q: 3 clusters Score -2.412837e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 119711 members 
Entering Unmasked Estep 
Score: -24132826.000000 Penalty: 6048.898438
	Iteration 4Q: 3 clusters Score -2.413283e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -24140290.000000 Penalty: 6048.898438
	Iteration 5F: 3 clusters Score -2.414029e+07 nChanged 15997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 145011 members 
Entering Unmasked Estep 
Score: -24152720.000000 Penalty: 6048.898438
	Iteration 6F: 3 clusters Score -2.415272e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 160764 members 
Entering Unmasked Estep 
Score: -24167742.000000 Penalty: 6048.898438
	Iteration 7F: 3 clusters Score -2.416774e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -24180352.000000 Penalty: 6048.898438
	Iteration 8F: 3 clusters Score -2.418035e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 182549 members 
Entering Unmasked Estep 
Score: -24188996.000000 Penalty: 6048.898438
	Iteration 9Q: 3 clusters Score -2.4189e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 186033 members 
Entering Unmasked Estep 
Score: -24193812.000000 Penalty: 6048.898438
	Iteration 10Q: 3 clusters Score -2.419381e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 187146 members 
Entering Unmasked Estep 
Score: -24195948.000000 Penalty: 6048.898438
	Iteration 11Q: 3 clusters Score -2.419595e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -24196660.000000 Penalty: 6048.898438
	Iteration 12Q: 3 clusters Score -2.419666e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 188171 members 
Entering Unmasked Estep 
Score: -24196930.000000 Penalty: 6048.898438
	Iteration 13Q: 3 clusters Score -2.419693e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 188579 members 
Entering Unmasked Estep 
Score: -24197158.000000 Penalty: 6048.898438
	Iteration 14Q: 3 clusters Score -2.419716e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 188923 members 
Entering Unmasked Estep 
Score: -24197276.000000 Penalty: 6048.898438
	Iteration 15Q: 3 clusters Score -2.419728e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 189181 members 
Entering Unmasked Estep 
Score: -24197372.000000 Penalty: 6048.898438
	Iteration 16Q: 3 clusters Score -2.419737e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -24197482.000000 Penalty: 6048.898438
	Iteration 17Q: 3 clusters Score -2.419748e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 189629 members 
Entering Unmasked Estep 
Score: -24197432.000000 Penalty: 6048.898438
	Iteration 18Q: 3 clusters Score -2.419743e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 189800 members 
Entering Unmasked Estep 
Score: -24197480.000000 Penalty: 6048.898438
	Iteration 19Q: 3 clusters Score -2.419748e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 189953 members 
Entering Unmasked Estep 
Score: -24197452.000000 Penalty: 6048.898438
	Iteration 20F: 3 clusters Score -2.419745e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 190094 members 
Entering Unmasked Estep 
Score: -24197476.000000 Penalty: 6048.898438
	Iteration 21Q: 3 clusters Score -2.419748e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 190212 members 
Entering Unmasked Estep 
Score: -24197500.000000 Penalty: 6048.898438
	Iteration 22Q: 3 clusters Score -2.41975e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 190333 members 
Entering Unmasked Estep 
Score: -24197444.000000 Penalty: 6048.898438
	Iteration 23Q: 3 clusters Score -2.419744e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 190430 members 
Entering Unmasked Estep 
Score: -24197412.000000 Penalty: 6048.898438
	Iteration 24Q: 3 clusters Score -2.419741e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 190525 members 
Entering Unmasked Estep 
Score: -24197362.000000 Penalty: 6048.898438
	Iteration 25Q: 3 clusters Score -2.419736e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -24197388.000000 Penalty: 6048.898438
	Iteration 26Q: 3 clusters Score -2.419739e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 190695 members 
Entering Unmasked Estep 
Score: -24197364.000000 Penalty: 6048.898438
	Iteration 27Q: 3 clusters Score -2.419736e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 190760 members 
Entering Unmasked Estep 
Score: -24197386.000000 Penalty: 6048.898438
	Iteration 28Q: 3 clusters Score -2.419739e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 190820 members 
Entering Unmasked Estep 
Score: -24197354.000000 Penalty: 6048.898438
	Iteration 29Q: 3 clusters Score -2.419735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 190875 members 
Entering Unmasked Estep 
Score: -24197380.000000 Penalty: 6048.898438
	Iteration 30Q: 3 clusters Score -2.419738e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 190925 members 
Entering Unmasked Estep 
Score: -24197384.000000 Penalty: 6048.898438
	Iteration 31Q: 3 clusters Score -2.419738e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 190975 members 
Entering Unmasked Estep 
Score: -24197370.000000 Penalty: 6048.898438
	Iteration 32Q: 3 clusters Score -2.419737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 191017 members 
Entering Unmasked Estep 
Score: -24197328.000000 Penalty: 6048.898438
	Iteration 33Q: 3 clusters Score -2.419733e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 191054 members 
Entering Unmasked Estep 
Score: -24197324.000000 Penalty: 6048.898438
	Iteration 34Q: 3 clusters Score -2.419732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 191090 members 
Entering Unmasked Estep 
Score: -24197302.000000 Penalty: 6048.898438
	Iteration 35Q: 3 clusters Score -2.41973e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 191120 members 
Entering Unmasked Estep 
Score: -24197296.000000 Penalty: 6048.898438
	Iteration 36Q: 3 clusters Score -2.41973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 191142 members 
Entering Unmasked Estep 
Score: -24197292.000000 Penalty: 6048.898438
	Iteration 37Q: 3 clusters Score -2.419729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -24197304.000000 Penalty: 6048.898438
	Iteration 38Q: 3 clusters Score -2.41973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 191187 members 
Entering Unmasked Estep 
Score: -24197316.000000 Penalty: 6048.898438
	Iteration 39Q: 3 clusters Score -2.419732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 191203 members 
Entering Unmasked Estep 
Score: -24197324.000000 Penalty: 6048.898438
	Iteration 40F: 3 clusters Score -2.419732e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 191222 members 
Entering Unmasked Estep 
Score: -24197316.000000 Penalty: 6048.898438
	Iteration 41Q: 3 clusters Score -2.419732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 191235 members 
Entering Unmasked Estep 
Score: -24197306.000000 Penalty: 6048.898438
	Iteration 42Q: 3 clusters Score -2.419731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 191245 members 
Entering Unmasked Estep 
Score: -24197304.000000 Penalty: 6048.898438
	Iteration 43Q: 3 clusters Score -2.41973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 191255 members 
Entering Unmasked Estep 
Score: -24197270.000000 Penalty: 6048.898438
	Iteration 44Q: 3 clusters Score -2.419727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -24197268.000000 Penalty: 6048.898438
	Iteration 45Q: 3 clusters Score -2.419727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 191281 members 
Entering Unmasked Estep 
Score: -24197256.000000 Penalty: 6048.898438
	Iteration 46Q: 3 clusters Score -2.419726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 191294 members 
Entering Unmasked Estep 
Score: -24197246.000000 Penalty: 6048.898438
	Iteration 47Q: 3 clusters Score -2.419725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 191304 members 
Entering Unmasked Estep 
Score: -24197244.000000 Penalty: 6048.898438
	Iteration 48Q: 3 clusters Score -2.419724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 191318 members 
Entering Unmasked Estep 
Score: -24197288.000000 Penalty: 6048.898438
	Iteration 49Q: 3 clusters Score -2.419729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 191337 members 
Entering Unmasked Estep 
Score: -24197262.000000 Penalty: 6048.898438
	Iteration 50Q: 3 clusters Score -2.419726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 191359 members 
Entering Unmasked Estep 
Score: -24197264.000000 Penalty: 6048.898438
	Iteration 51Q: 3 clusters Score -2.419726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 191370 members 
Entering Unmasked Estep 
Score: -24197294.000000 Penalty: 6048.898438
	Iteration 52Q: 3 clusters Score -2.419729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 191386 members 
Entering Unmasked Estep 
Score: -24197282.000000 Penalty: 6048.898438
	Iteration 53Q: 3 clusters Score -2.419728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 191397 members 
Entering Unmasked Estep 
Score: -24197278.000000 Penalty: 6048.898438
	Iteration 54Q: 3 clusters Score -2.419728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 191409 members 
Entering Unmasked Estep 
Score: -24197288.000000 Penalty: 6048.898438
	Iteration 55Q: 3 clusters Score -2.419729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 191416 members 
Entering Unmasked Estep 
Score: -24197286.000000 Penalty: 6048.898438
	Iteration 56Q: 3 clusters Score -2.419729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 191420 members 
Entering Unmasked Estep 
Score: -24197268.000000 Penalty: 6048.898438
	Iteration 57Q: 3 clusters Score -2.419727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 191425 members 
Entering Unmasked Estep 
Score: -24197270.000000 Penalty: 6048.898438
	Iteration 58Q: 3 clusters Score -2.419727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 191430 members 
Entering Unmasked Estep 
Score: -24197276.000000 Penalty: 6048.898438
	Iteration 59Q: 3 clusters Score -2.419728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 191436 members 
Entering Unmasked Estep 
Score: -24197270.000000 Penalty: 6048.898438
	Iteration 60F: 3 clusters Score -2.419727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 191441 members 
Entering Unmasked Estep 
Score: -24197274.000000 Penalty: 6048.898438
	Iteration 61Q: 3 clusters Score -2.419727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 191446 members 
Entering Unmasked Estep 
Score: -24197292.000000 Penalty: 6048.898438
	Iteration 62Q: 3 clusters Score -2.419729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 191451 members 
Entering Unmasked Estep 
Score: -24197290.000000 Penalty: 6048.898438
	Iteration 63Q: 3 clusters Score -2.419729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 191452 members 
Entering Unmasked Estep 
Score: -24197294.000000 Penalty: 6048.898438
	Iteration 64Q: 3 clusters Score -2.419729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 191454 members 
Entering Unmasked Estep 
Score: -24197288.000000 Penalty: 6048.898438
	Iteration 65Q: 3 clusters Score -2.419729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 191459 members 
Entering Unmasked Estep 
Score: -24197308.000000 Penalty: 6048.898438
	Iteration 66Q: 3 clusters Score -2.419731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 191466 members 
Entering Unmasked Estep 
Score: -24197290.000000 Penalty: 6048.898438
	Iteration 67Q: 3 clusters Score -2.419729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 191473 members 
Entering Unmasked Estep 
Score: -24197298.000000 Penalty: 6048.898438
	Iteration 68Q: 3 clusters Score -2.41973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 191485 members 
Entering Unmasked Estep 
Score: -24197292.000000 Penalty: 6048.898438
	Iteration 69Q: 3 clusters Score -2.419729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 191498 members 
Entering Unmasked Estep 
Score: -24197302.000000 Penalty: 6048.898438
	Iteration 70Q: 3 clusters Score -2.41973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 191508 members 
Entering Unmasked Estep 
Score: -24197304.000000 Penalty: 6048.898438
	Iteration 71Q: 3 clusters Score -2.41973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 191514 members 
Entering Unmasked Estep 
Score: -24197304.000000 Penalty: 6048.898438
	Iteration 72Q: 3 clusters Score -2.41973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 191522 members 
Entering Unmasked Estep 
Score: -24197290.000000 Penalty: 6048.898438
	Iteration 73Q: 3 clusters Score -2.419729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 191529 members 
Entering Unmasked Estep 
Score: -24197298.000000 Penalty: 6048.898438
	Iteration 74Q: 3 clusters Score -2.41973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 191531 members 
Entering Unmasked Estep 
Score: -24197284.000000 Penalty: 6048.898438
	Iteration 75Q: 3 clusters Score -2.419728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 191533 members 
Entering Unmasked Estep 
Score: -24197278.000000 Penalty: 6048.898438
	Iteration 76Q: 3 clusters Score -2.419728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 191537 members 
Entering Unmasked Estep 
Score: -24197278.000000 Penalty: 6048.898438
	Iteration 77Q: 3 clusters Score -2.419728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 191541 members 
Entering Unmasked Estep 
Score: -24197272.000000 Penalty: 6048.898438
	Iteration 78Q: 3 clusters Score -2.419727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 191545 members 
Entering Unmasked Estep 
Score: -24197272.000000 Penalty: 6048.898438
	Iteration 79Q: 3 clusters Score -2.419727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 191546 members 
Entering Unmasked Estep 
Score: -24197264.000000 Penalty: 6048.898438
	Iteration 80F: 3 clusters Score -2.419726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 191548 members 
Entering Unmasked Estep 
Score: -24197266.000000 Penalty: 6048.898438
	Iteration 81Q: 3 clusters Score -2.419727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 191550 members 
Entering Unmasked Estep 
Score: -24197262.000000 Penalty: 6048.898438
	Iteration 82Q: 3 clusters Score -2.419726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 191553 members 
Entering Unmasked Estep 
Score: -24197250.000000 Penalty: 6048.898438
	Iteration 83Q: 3 clusters Score -2.419725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 191556 members 
Entering Unmasked Estep 
Score: -24197268.000000 Penalty: 6048.898438
	Iteration 84Q: 3 clusters Score -2.419727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 191557 members 
Entering Unmasked Estep 
Score: -24197260.000000 Penalty: 6048.898438
	Iteration 85Q: 3 clusters Score -2.419726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 191559 members 
Entering Unmasked Estep 
Score: -24197254.000000 Penalty: 6048.898438
	Iteration 86Q: 3 clusters Score -2.419725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 191561 members 
Entering Unmasked Estep 
Score: -24197270.000000 Penalty: 6048.898438
	Iteration 87Q: 3 clusters Score -2.419727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 191563 members 
Entering Unmasked Estep 
Score: -24197268.000000 Penalty: 6048.898438
	Iteration 88Q: 3 clusters Score -2.419727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 191567 members 
Entering Unmasked Estep 
Score: -24197274.000000 Penalty: 6048.898438
	Iteration 89Q: 3 clusters Score -2.419727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 191571 members 
Entering Unmasked Estep 
Score: -24197264.000000 Penalty: 6048.898438
	Iteration 90Q: 3 clusters Score -2.419726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 191575 members 
Entering Unmasked Estep 
Score: -24197266.000000 Penalty: 6048.898438
	Iteration 91Q: 3 clusters Score -2.419727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 191579 members 
Entering Unmasked Estep 
Score: -24197272.000000 Penalty: 6048.898438
	Iteration 92Q: 3 clusters Score -2.419727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -24197276.000000 Penalty: 6048.898438
	Iteration 93Q: 3 clusters Score -2.419728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 191588 members 
Entering Unmasked Estep 
Score: -24197264.000000 Penalty: 6048.898438
	Iteration 94Q: 3 clusters Score -2.419726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -24197292.000000 Penalty: 6048.898438
	Iteration 95Q: 3 clusters Score -2.419729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 191591 members 
Entering Unmasked Estep 
Score: -24197276.000000 Penalty: 6048.898438
	Iteration 96Q: 3 clusters Score -2.419728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 191590 members 
Entering Unmasked Estep 
Score: -24197272.000000 Penalty: 6048.898438
	Iteration 97Q: 3 clusters Score -2.419727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 191589 members 
Entering Unmasked Estep 
Score: -24197284.000000 Penalty: 6048.898438
	Iteration 98Q: 3 clusters Score -2.419728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 191588 members 
Entering Unmasked Estep 
Score: -24197282.000000 Penalty: 6048.898438
	Iteration 99Q: 3 clusters Score -2.419728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 191588 members 
Entering Unmasked Estep 
Score: -24197282.000000 Penalty: 6048.898438
	Iteration 100F: 3 clusters Score -2.419728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Entering Unmasked Estep 
Score: -6219551.000000 Penalty: 2684.482666
	Iteration 0F: 2 clusters Score -6219551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -6185840.000000 Penalty: 5368.965332
	Iteration 0F: 3 clusters Score -6185840 nChanged 23126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -6198878.500000 Penalty: 5368.965332
	Iteration 1F: 3 clusters Score -6198878 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6199640.000000 Penalty: 5368.965332
	Iteration 2Q: 3 clusters Score -6199640 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -6200518.500000 Penalty: 5368.965332
	Iteration 3Q: 3 clusters Score -6200518 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -6201593.500000 Penalty: 5368.965332
	Iteration 4Q: 3 clusters Score -6201594 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6202915.000000 Penalty: 5368.965332
	Iteration 5Q: 3 clusters Score -6202915 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6204507.500000 Penalty: 5368.965332
	Iteration 6F: 3 clusters Score -6204508 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -6206295.500000 Penalty: 5368.965332
	Iteration 7F: 3 clusters Score -6206296 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -6208096.000000 Penalty: 5368.965332
	Iteration 8F: 3 clusters Score -6208096 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -6209710.500000 Penalty: 5368.965332
	Iteration 9F: 3 clusters Score -6209710 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -6210958.000000 Penalty: 5368.965332
	Iteration 10Q: 3 clusters Score -6210958 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -6211670.500000 Penalty: 5368.965332
	Iteration 11Q: 3 clusters Score -6211670 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6212158.500000 Penalty: 5368.965332
	Iteration 12Q: 3 clusters Score -6212158 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -6212427.000000 Penalty: 5368.965332
	Iteration 13Q: 3 clusters Score -6212427 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -6212656.000000 Penalty: 5368.965332
	Iteration 14Q: 3 clusters Score -6212656 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -6212859.500000 Penalty: 5368.965332
	Iteration 15Q: 3 clusters Score -6212860 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -6213069.500000 Penalty: 5368.965332
	Iteration 16Q: 3 clusters Score -6213070 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -6213247.500000 Penalty: 5368.965332
	Iteration 17Q: 3 clusters Score -6213248 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -6213400.000000 Penalty: 5368.965332
	Iteration 18Q: 3 clusters Score -6213400 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -6213577.000000 Penalty: 5368.965332
	Iteration 19Q: 3 clusters Score -6213577 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -6213760.500000 Penalty: 5368.965332
	Iteration 20F: 3 clusters Score -6213760 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6213922.000000 Penalty: 5368.965332
	Iteration 21Q: 3 clusters Score -6213922 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -6214128.000000 Penalty: 5368.965332
	Iteration 22Q: 3 clusters Score -6214128 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -6214338.500000 Penalty: 5368.965332
	Iteration 23Q: 3 clusters Score -6214338 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -6214574.000000 Penalty: 5368.965332
	Iteration 24Q: 3 clusters Score -6214574 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -6214809.500000 Penalty: 5368.965332
	Iteration 25Q: 3 clusters Score -6214810 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -6215078.000000 Penalty: 5368.965332
	Iteration 26Q: 3 clusters Score -6215078 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -6215338.500000 Penalty: 5368.965332
	Iteration 27Q: 3 clusters Score -6215338 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -6215588.000000 Penalty: 5368.965332
	Iteration 28Q: 3 clusters Score -6215588 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -6215861.000000 Penalty: 5368.965332
	Iteration 29Q: 3 clusters Score -6215861 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -6216083.000000 Penalty: 5368.965332
	Iteration 30Q: 3 clusters Score -6216083 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6216266.500000 Penalty: 5368.965332
	Iteration 31Q: 3 clusters Score -6216266 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -6216413.000000 Penalty: 5368.965332
	Iteration 32Q: 3 clusters Score -6216413 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6216552.500000 Penalty: 5368.965332
	Iteration 33Q: 3 clusters Score -6216552 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6216690.500000 Penalty: 5368.965332
	Iteration 34Q: 3 clusters Score -6216690 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -6216778.500000 Penalty: 5368.965332
	Iteration 35Q: 3 clusters Score -6216778 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -6216861.000000 Penalty: 5368.965332
	Iteration 36Q: 3 clusters Score -6216861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -6216923.000000 Penalty: 5368.965332
	Iteration 37Q: 3 clusters Score -6216923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -6216973.000000 Penalty: 5368.965332
	Iteration 38Q: 3 clusters Score -6216973 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -6217038.000000 Penalty: 5368.965332
	Iteration 39Q: 3 clusters Score -6217038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -6217077.000000 Penalty: 5368.965332
	Iteration 40F: 3 clusters Score -6217077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6217113.000000 Penalty: 5368.965332
	Iteration 41Q: 3 clusters Score -6217113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6217136.500000 Penalty: 5368.965332
	Iteration 42Q: 3 clusters Score -6217136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -6217166.000000 Penalty: 5368.965332
	Iteration 43Q: 3 clusters Score -6217166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -6217192.000000 Penalty: 5368.965332
	Iteration 44Q: 3 clusters Score -6217192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -6217203.500000 Penalty: 5368.965332
	Iteration 45Q: 3 clusters Score -6217204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -6217214.500000 Penalty: 5368.965332
	Iteration 46Q: 3 clusters Score -6217214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -6217222.000000 Penalty: 5368.965332
	Iteration 47Q: 3 clusters Score -6217222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -6217239.000000 Penalty: 5368.965332
	Iteration 48Q: 3 clusters Score -6217239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -6217238.000000 Penalty: 5368.965332
	Iteration 49Q: 3 clusters Score -6217238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -6217242.500000 Penalty: 5368.965332
	Iteration 50Q: 3 clusters Score -6217242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -6217248.000000 Penalty: 5368.965332
	Iteration 51Q: 3 clusters Score -6217248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6217255.000000 Penalty: 5368.965332
	Iteration 52Q: 3 clusters Score -6217255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6217259.500000 Penalty: 5368.965332
	Iteration 53Q: 3 clusters Score -6217260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -6217263.000000 Penalty: 5368.965332
	Iteration 54Q: 3 clusters Score -6217263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -6217263.500000 Penalty: 5368.965332
	Iteration 55Q: 3 clusters Score -6217264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -6217273.500000 Penalty: 5368.965332
	Iteration 56Q: 3 clusters Score -6217274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6217284.500000 Penalty: 5368.965332
	Iteration 57Q: 3 clusters Score -6217284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6217289.000000 Penalty: 5368.965332
	Iteration 58Q: 3 clusters Score -6217289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -6217303.500000 Penalty: 5368.965332
	Iteration 59Q: 3 clusters Score -6217304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -6217307.000000 Penalty: 5368.965332
	Iteration 60F: 3 clusters Score -6217307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -6217310.500000 Penalty: 5368.965332
	Iteration 61Q: 3 clusters Score -6217310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -6217316.000000 Penalty: 5368.965332
	Iteration 62Q: 3 clusters Score -6217316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -6217317.500000 Penalty: 5368.965332
	Iteration 63Q: 3 clusters Score -6217318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -6217318.500000 Penalty: 5368.965332
	Iteration 64Q: 3 clusters Score -6217318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6217320.500000 Penalty: 5368.965332
	Iteration 65Q: 3 clusters Score -6217320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -6217320.500000 Penalty: 5368.965332
	Iteration 66F: 3 clusters Score -6217320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Entering Unmasked Estep 
Score: -9430113.000000 Penalty: 2787.985596
	Iteration 0F: 2 clusters Score -9430113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -9379063.000000 Penalty: 5575.971191
	Iteration 0F: 3 clusters Score -9379063 nChanged 35818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9399089.000000 Penalty: 5575.971191
	Iteration 1F: 3 clusters Score -9399089 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -9399753.000000 Penalty: 5575.971191
	Iteration 2Q: 3 clusters Score -9399753 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -9400636.000000 Penalty: 5575.971191
	Iteration 3Q: 3 clusters Score -9400636 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -9401711.000000 Penalty: 5575.971191
	Iteration 4Q: 3 clusters Score -9401711 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -9403507.000000 Penalty: 5575.971191
	Iteration 5Q: 3 clusters Score -9403507 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -9406403.000000 Penalty: 5575.971191
	Iteration 6F: 3 clusters Score -9406403 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -9410608.000000 Penalty: 5575.971191
	Iteration 7F: 3 clusters Score -9410608 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -9415610.000000 Penalty: 5575.971191
	Iteration 8F: 3 clusters Score -9415610 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -9420359.000000 Penalty: 5575.971191
	Iteration 9F: 3 clusters Score -9420359 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -9423702.000000 Penalty: 5575.971191
	Iteration 10Q: 3 clusters Score -9423702 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -9425655.000000 Penalty: 5575.971191
	Iteration 11Q: 3 clusters Score -9425655 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -9426647.000000 Penalty: 5575.971191
	Iteration 12Q: 3 clusters Score -9426647 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -9427223.000000 Penalty: 5575.971191
	Iteration 13Q: 3 clusters Score -9427223 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9427549.000000 Penalty: 5575.971191
	Iteration 14Q: 3 clusters Score -9427549 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9427733.000000 Penalty: 5575.971191
	Iteration 15Q: 3 clusters Score -9427733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9427883.000000 Penalty: 5575.971191
	Iteration 16Q: 3 clusters Score -9427883 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9427978.000000 Penalty: 5575.971191
	Iteration 17Q: 3 clusters Score -9427978 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73726 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9428045.000000 Penalty: 5575.971191
	Iteration 18Q: 3 clusters Score -9428045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9428088.000000 Penalty: 5575.971191
	Iteration 19Q: 3 clusters Score -9428088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9428121.000000 Penalty: 5575.971191
	Iteration 20F: 3 clusters Score -9428121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9428150.000000 Penalty: 5575.971191
	Iteration 21Q: 3 clusters Score -9428150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9428173.000000 Penalty: 5575.971191
	Iteration 22Q: 3 clusters Score -9428173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74090 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9428214.000000 Penalty: 5575.971191
	Iteration 23Q: 3 clusters Score -9428214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9428214.000000 Penalty: 5575.971191
	Iteration 24Q: 3 clusters Score -9428214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9428225.000000 Penalty: 5575.971191
	Iteration 25Q: 3 clusters Score -9428225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9428246.000000 Penalty: 5575.971191
	Iteration 26Q: 3 clusters Score -9428246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9428261.000000 Penalty: 5575.971191
	Iteration 27Q: 3 clusters Score -9428261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9428266.000000 Penalty: 5575.971191
	Iteration 28Q: 3 clusters Score -9428266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9428267.000000 Penalty: 5575.971191
	Iteration 29Q: 3 clusters Score -9428267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9428264.000000 Penalty: 5575.971191
	Iteration 30Q: 3 clusters Score -9428264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9428277.000000 Penalty: 5575.971191
	Iteration 31Q: 3 clusters Score -9428277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9428290.000000 Penalty: 5575.971191
	Iteration 32Q: 3 clusters Score -9428290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9428298.000000 Penalty: 5575.971191
	Iteration 33Q: 3 clusters Score -9428298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9428290.000000 Penalty: 5575.971191
	Iteration 34Q: 3 clusters Score -9428290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9428291.000000 Penalty: 5575.971191
	Iteration 35Q: 3 clusters Score -9428291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9428290.000000 Penalty: 5575.971191
	Iteration 36Q: 3 clusters Score -9428290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9428292.000000 Penalty: 5575.971191
	Iteration 37Q: 3 clusters Score -9428292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74280 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9428285.000000 Penalty: 5575.971191
	Iteration 38Q: 3 clusters Score -9428285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9428296.000000 Penalty: 5575.971191
	Iteration 39Q: 3 clusters Score -9428296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74288 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9428300.000000 Penalty: 5575.971191
	Iteration 40F: 3 clusters Score -9428300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9428304.000000 Penalty: 5575.971191
	Iteration 41Q: 3 clusters Score -9428304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9428302.000000 Penalty: 5575.971191
	Iteration 42Q: 3 clusters Score -9428302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9428303.000000 Penalty: 5575.971191
	Iteration 43Q: 3 clusters Score -9428303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9428306.000000 Penalty: 5575.971191
	Iteration 44Q: 3 clusters Score -9428306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9428314.000000 Penalty: 5575.971191
	Iteration 45Q: 3 clusters Score -9428314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9428308.000000 Penalty: 5575.971191
	Iteration 46Q: 3 clusters Score -9428308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9428308.000000 Penalty: 5575.971191
	Iteration 47Q: 3 clusters Score -9428308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9428308.000000 Penalty: 5575.971191
	Iteration 48F: 3 clusters Score -9428308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (164672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Entering Unmasked Estep 
Score: -20380882.000000 Penalty: 2978.904297
	Iteration 0F: 2 clusters Score -2.038088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -20272404.000000 Penalty: 5957.808594
	Iteration 0F: 3 clusters Score -2.02724e+07 nChanged 78803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -20317958.000000 Penalty: 5957.808594
	Iteration 1F: 3 clusters Score -2.031796e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -20318712.000000 Penalty: 5957.808594
	Iteration 2Q: 3 clusters Score -2.031871e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -20319552.000000 Penalty: 5957.808594
	Iteration 3Q: 3 clusters Score -2.031955e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -20320598.000000 Penalty: 5957.808594
	Iteration 4Q: 3 clusters Score -2.03206e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -20322350.000000 Penalty: 5957.808594
	Iteration 5Q: 3 clusters Score -2.032235e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -20325092.000000 Penalty: 5957.808594
	Iteration 6Q: 3 clusters Score -2.032509e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108375 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -20329978.000000 Penalty: 5957.808594
	Iteration 7F: 3 clusters Score -2.032998e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -20338830.000000 Penalty: 5957.808594
	Iteration 8F: 3 clusters Score -2.033883e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134074 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -20351254.000000 Penalty: 5957.808594
	Iteration 9F: 3 clusters Score -2.035125e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -20364014.000000 Penalty: 5957.808594
	Iteration 10F: 3 clusters Score -2.036401e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156107 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -20372340.000000 Penalty: 5957.808594
	Iteration 11F: 3 clusters Score -2.037234e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20376036.000000 Penalty: 5957.808594
	Iteration 12Q: 3 clusters Score -2.037604e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20377472.000000 Penalty: 5957.808594
	Iteration 13Q: 3 clusters Score -2.037747e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20377952.000000 Penalty: 5957.808594
	Iteration 14Q: 3 clusters Score -2.037795e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -20378166.000000 Penalty: 5957.808594
	Iteration 15Q: 3 clusters Score -2.037817e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163824 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20378286.000000 Penalty: 5957.808594
	Iteration 16Q: 3 clusters Score -2.037829e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20378388.000000 Penalty: 5957.808594
	Iteration 17Q: 3 clusters Score -2.037839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20378438.000000 Penalty: 5957.808594
	Iteration 18Q: 3 clusters Score -2.037844e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20378464.000000 Penalty: 5957.808594
	Iteration 19Q: 3 clusters Score -2.037846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20378482.000000 Penalty: 5957.808594
	Iteration 20F: 3 clusters Score -2.037848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -20378462.000000 Penalty: 5957.808594
	Iteration 21Q: 3 clusters Score -2.037846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163994 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20378480.000000 Penalty: 5957.808594
	Iteration 22Q: 3 clusters Score -2.037848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20378482.000000 Penalty: 5957.808594
	Iteration 23Q: 3 clusters Score -2.037848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20378478.000000 Penalty: 5957.808594
	Iteration 24Q: 3 clusters Score -2.037848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164010 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -20378472.000000 Penalty: 5957.808594
	Iteration 25Q: 3 clusters Score -2.037847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20378476.000000 Penalty: 5957.808594
	Iteration 26Q: 3 clusters Score -2.037848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -20378488.000000 Penalty: 5957.808594
	Iteration 27Q: 3 clusters Score -2.037849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20378488.000000 Penalty: 5957.808594
	Iteration 28Q: 3 clusters Score -2.037849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164035 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20378492.000000 Penalty: 5957.808594
	Iteration 29Q: 3 clusters Score -2.037849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20378488.000000 Penalty: 5957.808594
	Iteration 30Q: 3 clusters Score -2.037849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -20378480.000000 Penalty: 5957.808594
	Iteration 31Q: 3 clusters Score -2.037848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20378480.000000 Penalty: 5957.808594
	Iteration 32Q: 3 clusters Score -2.037848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20378480.000000 Penalty: 5957.808594
	Iteration 33F: 3 clusters Score -2.037848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -80891.015625 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -80891.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79184.007812 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -79184.01 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79414.210938 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -79414.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79510.148438 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -79510.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79623.968750 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -79623.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79765.703125 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -79765.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79828.382812 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -79828.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79862.304688 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -79862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79892.703125 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -79892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79930.882812 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -79930.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79974.679688 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -79974.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79991.210938 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -79991.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80010.117188 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -80010.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80018.710938 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -80018.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80026.632812 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -80026.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80035.617188 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -80035.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80039.796875 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -80039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80041.554688 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -80041.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80043.031250 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -80043.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80045.843750 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -80045.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80047.367188 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -80047.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80047.367188 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -80047.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -166207.062500 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -166207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -163970.765625 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -163970.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164304.562500 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -164304.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -164389.718750 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -164389.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -164435.609375 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -164435.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -164477.453125 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -164477.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164517.750000 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -164517.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -164538.921875 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -164538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164545.421875 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -164545.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -164550.781250 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -164550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -164559.625000 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -164559.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -164563.421875 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -164563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164563.828125 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -164563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164563.828125 Penalty: 3587.793945
	Iteration 12F: 3 clusters Score -164563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174038 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116370 members 
Mstep: Class 6 contains 112473 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218469 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197869 members 
Mstep: Class 21 contains 50238 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164672 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 399Q: 26 clusters Score -1.947281e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174043 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116368 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18858 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15511 members 
Mstep: Class 16 contains 163552 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218469 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197863 members 
Mstep: Class 21 contains 50239 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164669 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728032.000000 Penalty: 88616.031250
Iteration 400F: 26 clusters Score -1.94728e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174044 members 
Mstep: Class 2 contains 163292 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116367 members 
Mstep: Class 6 contains 112473 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18858 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163553 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218470 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197863 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164666 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 401Q: 26 clusters Score -1.947282e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174050 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116366 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18859 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163554 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218471 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197862 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164663 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 88616.031250
Iteration 402Q: 26 clusters Score -1.947281e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174050 members 
Mstep: Class 2 contains 163296 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116362 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163553 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218475 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197857 members 
Mstep: Class 21 contains 50240 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164665 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728128.000000 Penalty: 88616.031250
Iteration 403Q: 26 clusters Score -1.947281e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174050 members 
Mstep: Class 2 contains 163296 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116358 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163551 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218481 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197853 members 
Mstep: Class 21 contains 50240 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164669 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728160.000000 Penalty: 88616.031250
Iteration 404Q: 26 clusters Score -1.947282e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 163296 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116356 members 
Mstep: Class 6 contains 112471 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218481 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197853 members 
Mstep: Class 21 contains 50240 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164669 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 405Q: 26 clusters Score -1.947281e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 163297 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116354 members 
Mstep: Class 6 contains 112471 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18862 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218481 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197855 members 
Mstep: Class 21 contains 50239 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164666 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728096.000000 Penalty: 88616.031250
Iteration 406Q: 26 clusters Score -1.947281e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 163300 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116350 members 
Mstep: Class 6 contains 112470 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18862 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218481 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197857 members 
Mstep: Class 21 contains 50237 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164666 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 407Q: 26 clusters Score -1.94728e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174061 members 
Mstep: Class 2 contains 163302 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116345 members 
Mstep: Class 6 contains 112470 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18864 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163550 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218483 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197858 members 
Mstep: Class 21 contains 50233 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164664 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 408Q: 26 clusters Score -1.947282e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 163305 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116340 members 
Mstep: Class 6 contains 112470 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163549 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218485 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197858 members 
Mstep: Class 21 contains 50231 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164667 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728144.000000 Penalty: 88616.031250
Iteration 409Q: 26 clusters Score -1.947281e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174062 members 
Mstep: Class 2 contains 163306 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17907 members 
Mstep: Class 5 contains 116337 members 
Mstep: Class 6 contains 112470 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163547 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218488 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197858 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164668 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 88616.031250
Iteration 410Q: 26 clusters Score -1.947281e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 163304 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116335 members 
Mstep: Class 6 contains 112472 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163548 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218494 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197857 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164668 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 411Q: 26 clusters Score -1.947281e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 163304 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116332 members 
Mstep: Class 6 contains 112475 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76208 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163550 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218495 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197859 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164667 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 412Q: 26 clusters Score -1.947281e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 163302 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116330 members 
Mstep: Class 6 contains 112476 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76208 members 
Mstep: Class 10 contains 18869 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163552 members 
Mstep: Class 17 contains 13627 members 
Mstep: Class 18 contains 218495 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197857 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164668 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 413Q: 26 clusters Score -1.94728e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163301 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116328 members 
Mstep: Class 6 contains 112476 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18868 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163552 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218497 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197855 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164669 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728016.000000 Penalty: 88616.031250
Iteration 414Q: 26 clusters Score -1.94728e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 163301 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116328 members 
Mstep: Class 6 contains 112476 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163554 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218498 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197852 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164671 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 88616.031250
Iteration 415Q: 26 clusters Score -1.947281e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 163301 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17908 members 
Mstep: Class 5 contains 116323 members 
Mstep: Class 6 contains 112479 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163557 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218504 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197849 members 
Mstep: Class 21 contains 50226 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164670 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 88616.031250
Iteration 416Q: 26 clusters Score -1.94728e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 163301 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116319 members 
Mstep: Class 6 contains 112481 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218506 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197851 members 
Mstep: Class 21 contains 50226 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164669 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728224.000000 Penalty: 88616.031250
Iteration 417Q: 26 clusters Score -1.947282e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174047 members 
Mstep: Class 2 contains 163303 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 116319 members 
Mstep: Class 6 contains 112482 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163561 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218513 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197848 members 
Mstep: Class 21 contains 50226 members 
Mstep: Class 22 contains 76256 members 
Mstep: Class 23 contains 164672 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 418Q: 26 clusters Score -1.947282e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 163301 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116319 members 
Mstep: Class 6 contains 112481 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18858 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 163562 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218517 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197851 members 
Mstep: Class 21 contains 50226 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164675 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 419Q: 26 clusters Score -1.947282e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 163297 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116318 members 
Mstep: Class 6 contains 112482 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76209 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163560 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218524 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197851 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164675 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 88616.031250
Iteration 420F: 26 clusters Score -1.947281e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 163299 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116316 members 
Mstep: Class 6 contains 112483 members 
Mstep: Class 7 contains 7498 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 18854 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163557 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 218527 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197849 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164675 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 421Q: 26 clusters Score -1.947281e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 163295 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116313 members 
Mstep: Class 6 contains 112484 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 18851 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163557 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218534 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197849 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164674 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 88616.031250
Iteration 422Q: 26 clusters Score -1.947282e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116306 members 
Mstep: Class 6 contains 112484 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76211 members 
Mstep: Class 10 contains 18856 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163561 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218543 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197843 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164672 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728192.000000 Penalty: 88616.031250
Iteration 423Q: 26 clusters Score -1.947282e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174039 members 
Mstep: Class 2 contains 163290 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116300 members 
Mstep: Class 6 contains 112483 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76212 members 
Mstep: Class 10 contains 18859 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163562 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218550 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197843 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164673 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 424Q: 26 clusters Score -1.947282e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 163292 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116294 members 
Mstep: Class 6 contains 112483 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 18858 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15510 members 
Mstep: Class 16 contains 163560 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218555 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197843 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164674 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 88616.031250
Iteration 425Q: 26 clusters Score -1.947281e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 163290 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116288 members 
Mstep: Class 6 contains 112486 members 
Mstep: Class 7 contains 7496 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76216 members 
Mstep: Class 10 contains 18859 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15509 members 
Mstep: Class 16 contains 163560 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218557 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197845 members 
Mstep: Class 21 contains 50226 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164675 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 88616.031250
Iteration 426Q: 26 clusters Score -1.947282e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 163288 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116280 members 
Mstep: Class 6 contains 112488 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18861 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218559 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197845 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164679 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728144.000000 Penalty: 88616.031250
Iteration 427Q: 26 clusters Score -1.947281e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 163289 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116273 members 
Mstep: Class 6 contains 112488 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18864 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163560 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218564 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197843 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164679 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728160.000000 Penalty: 88616.031250
Iteration 428Q: 26 clusters Score -1.947282e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 163289 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116265 members 
Mstep: Class 6 contains 112487 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163557 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218573 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197842 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164679 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728160.000000 Penalty: 88616.031250
Iteration 429Q: 26 clusters Score -1.947282e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174045 members 
Mstep: Class 2 contains 163290 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116263 members 
Mstep: Class 6 contains 112488 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18868 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 218573 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197842 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76252 members 
Mstep: Class 23 contains 164676 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728240.000000 Penalty: 88616.031250
Iteration 430Q: 26 clusters Score -1.947282e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174045 members 
Mstep: Class 2 contains 163288 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116255 members 
Mstep: Class 6 contains 112493 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76216 members 
Mstep: Class 10 contains 18871 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163558 members 
Mstep: Class 17 contains 13623 members 
Mstep: Class 18 contains 218577 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197843 members 
Mstep: Class 21 contains 50225 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164677 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728128.000000 Penalty: 88616.031250
Iteration 431Q: 26 clusters Score -1.947281e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116243 members 
Mstep: Class 6 contains 112495 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18876 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163564 members 
Mstep: Class 17 contains 13624 members 
Mstep: Class 18 contains 218574 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197840 members 
Mstep: Class 21 contains 50224 members 
Mstep: Class 22 contains 76253 members 
Mstep: Class 23 contains 164672 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728144.000000 Penalty: 88616.031250
Iteration 432Q: 26 clusters Score -1.947281e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174051 members 
Mstep: Class 2 contains 163295 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116235 members 
Mstep: Class 6 contains 112497 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18880 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163571 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218573 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197833 members 
Mstep: Class 21 contains 50226 members 
Mstep: Class 22 contains 76255 members 
Mstep: Class 23 contains 164665 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728240.000000 Penalty: 88616.031250
Iteration 433Q: 26 clusters Score -1.947282e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116227 members 
Mstep: Class 6 contains 112496 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76217 members 
Mstep: Class 10 contains 18886 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163569 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218574 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197834 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164666 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728192.000000 Penalty: 88616.031250
Iteration 434Q: 26 clusters Score -1.947282e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 163290 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17911 members 
Mstep: Class 5 contains 116222 members 
Mstep: Class 6 contains 112496 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18891 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163569 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218581 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197830 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164664 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 88616.031250
Iteration 435Q: 26 clusters Score -1.947281e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 163287 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116216 members 
Mstep: Class 6 contains 112498 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18894 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163568 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218586 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197828 members 
Mstep: Class 21 contains 50227 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164663 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 88616.031250
Iteration 436Q: 26 clusters Score -1.947282e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163291 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116213 members 
Mstep: Class 6 contains 112499 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18899 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163564 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218585 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197824 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164663 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728272.000000 Penalty: 88616.031250
Iteration 437Q: 26 clusters Score -1.947283e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 163291 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116207 members 
Mstep: Class 6 contains 112504 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163563 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218579 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197822 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164667 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728384.000000 Penalty: 88616.031250
Iteration 438Q: 26 clusters Score -1.947284e+08 nChanged 22
Entering ConstructFrom: 
Score: -194728384.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (174058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174058 members 
Entering Unmasked Estep 
Score: -21507972.000000 Penalty: 2992.651611
	Iteration 0F: 2 clusters Score -2.150797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -21396256.000000 Penalty: 5985.303223
	Iteration 0F: 3 clusters Score -2.139626e+07 nChanged 83207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -21445190.000000 Penalty: 5985.303223
	Iteration 1F: 3 clusters Score -2.144519e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -21446984.000000 Penalty: 5985.303223
	Iteration 2Q: 3 clusters Score -2.144698e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -21449936.000000 Penalty: 5985.303223
	Iteration 3Q: 3 clusters Score -2.144994e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -21454602.000000 Penalty: 5985.303223
	Iteration 4F: 3 clusters Score -2.14546e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -21461484.000000 Penalty: 5985.303223
	Iteration 5F: 3 clusters Score -2.146148e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -21469750.000000 Penalty: 5985.303223
	Iteration 6F: 3 clusters Score -2.146975e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 112183 members 
Entering Unmasked Estep 
Score: -21479032.000000 Penalty: 5985.303223
	Iteration 7F: 3 clusters Score -2.147903e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 118174 members 
Entering Unmasked Estep 
Score: -21486978.000000 Penalty: 5985.303223
	Iteration 8F: 3 clusters Score -2.148698e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 122917 members 
Entering Unmasked Estep 
Score: -21492156.000000 Penalty: 5985.303223
	Iteration 9Q: 3 clusters Score -2.149216e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -21494890.000000 Penalty: 5985.303223
	Iteration 10Q: 3 clusters Score -2.149489e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -21496450.000000 Penalty: 5985.303223
	Iteration 11Q: 3 clusters Score -2.149645e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 133035 members 
Entering Unmasked Estep 
Score: -21497732.000000 Penalty: 5985.303223
	Iteration 12Q: 3 clusters Score -2.149773e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 135790 members 
Entering Unmasked Estep 
Score: -21498784.000000 Penalty: 5985.303223
	Iteration 13Q: 3 clusters Score -2.149878e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 138520 members 
Entering Unmasked Estep 
Score: -21499776.000000 Penalty: 5985.303223
	Iteration 14Q: 3 clusters Score -2.149978e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 141169 members 
Entering Unmasked Estep 
Score: -21500894.000000 Penalty: 5985.303223
	Iteration 15Q: 3 clusters Score -2.150089e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 143735 members 
Entering Unmasked Estep 
Score: -21501890.000000 Penalty: 5985.303223
	Iteration 16Q: 3 clusters Score -2.150189e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 146114 members 
Entering Unmasked Estep 
Score: -21502686.000000 Penalty: 5985.303223
	Iteration 17Q: 3 clusters Score -2.150269e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 148386 members 
Entering Unmasked Estep 
Score: -21503304.000000 Penalty: 5985.303223
	Iteration 18Q: 3 clusters Score -2.15033e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 150602 members 
Entering Unmasked Estep 
Score: -21504114.000000 Penalty: 5985.303223
	Iteration 19Q: 3 clusters Score -2.150411e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -21504710.000000 Penalty: 5985.303223
	Iteration 20F: 3 clusters Score -2.150471e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -21505246.000000 Penalty: 5985.303223
	Iteration 21Q: 3 clusters Score -2.150525e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 156804 members 
Entering Unmasked Estep 
Score: -21505708.000000 Penalty: 5985.303223
	Iteration 22Q: 3 clusters Score -2.150571e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -21506048.000000 Penalty: 5985.303223
	Iteration 23Q: 3 clusters Score -2.150605e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 160367 members 
Entering Unmasked Estep 
Score: -21506306.000000 Penalty: 5985.303223
	Iteration 24Q: 3 clusters Score -2.150631e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -21506534.000000 Penalty: 5985.303223
	Iteration 25Q: 3 clusters Score -2.150653e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -21506636.000000 Penalty: 5985.303223
	Iteration 26Q: 3 clusters Score -2.150664e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 164464 members 
Entering Unmasked Estep 
Score: -21506786.000000 Penalty: 5985.303223
	Iteration 27Q: 3 clusters Score -2.150679e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -21506828.000000 Penalty: 5985.303223
	Iteration 28Q: 3 clusters Score -2.150683e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -21506822.000000 Penalty: 5985.303223
	Iteration 29Q: 3 clusters Score -2.150682e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -21506874.000000 Penalty: 5985.303223
	Iteration 30Q: 3 clusters Score -2.150687e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 167969 members 
Entering Unmasked Estep 
Score: -21507048.000000 Penalty: 5985.303223
	Iteration 31Q: 3 clusters Score -2.150705e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -21507022.000000 Penalty: 5985.303223
	Iteration 32Q: 3 clusters Score -2.150702e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 168976 members 
Entering Unmasked Estep 
Score: -21506916.000000 Penalty: 5985.303223
	Iteration 33Q: 3 clusters Score -2.150692e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 169384 members 
Entering Unmasked Estep 
Score: -21506960.000000 Penalty: 5985.303223
	Iteration 34Q: 3 clusters Score -2.150696e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 169737 members 
Entering Unmasked Estep 
Score: -21506952.000000 Penalty: 5985.303223
	Iteration 35Q: 3 clusters Score -2.150695e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 170045 members 
Entering Unmasked Estep 
Score: -21506946.000000 Penalty: 5985.303223
	Iteration 36Q: 3 clusters Score -2.150695e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 170325 members 
Entering Unmasked Estep 
Score: -21506966.000000 Penalty: 5985.303223
	Iteration 37Q: 3 clusters Score -2.150697e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -21506972.000000 Penalty: 5985.303223
	Iteration 38Q: 3 clusters Score -2.150697e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 170694 members 
Entering Unmasked Estep 
Score: -21506966.000000 Penalty: 5985.303223
	Iteration 39Q: 3 clusters Score -2.150697e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 170831 members 
Entering Unmasked Estep 
Score: -21506940.000000 Penalty: 5985.303223
	Iteration 40F: 3 clusters Score -2.150694e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 170963 members 
Entering Unmasked Estep 
Score: -21506918.000000 Penalty: 5985.303223
	Iteration 41Q: 3 clusters Score -2.150692e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -21506912.000000 Penalty: 5985.303223
	Iteration 42Q: 3 clusters Score -2.150691e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 171181 members 
Entering Unmasked Estep 
Score: -21506876.000000 Penalty: 5985.303223
	Iteration 43Q: 3 clusters Score -2.150688e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -21506860.000000 Penalty: 5985.303223
	Iteration 44Q: 3 clusters Score -2.150686e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -21506890.000000 Penalty: 5985.303223
	Iteration 45Q: 3 clusters Score -2.150689e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -21506922.000000 Penalty: 5985.303223
	Iteration 46Q: 3 clusters Score -2.150692e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 171461 members 
Entering Unmasked Estep 
Score: -21506898.000000 Penalty: 5985.303223
	Iteration 47Q: 3 clusters Score -2.15069e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 171511 members 
Entering Unmasked Estep 
Score: -21506898.000000 Penalty: 5985.303223
	Iteration 48Q: 3 clusters Score -2.15069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 171548 members 
Entering Unmasked Estep 
Score: -21506896.000000 Penalty: 5985.303223
	Iteration 49Q: 3 clusters Score -2.15069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -21506894.000000 Penalty: 5985.303223
	Iteration 50Q: 3 clusters Score -2.150689e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 171618 members 
Entering Unmasked Estep 
Score: -21506902.000000 Penalty: 5985.303223
	Iteration 51Q: 3 clusters Score -2.15069e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 171650 members 
Entering Unmasked Estep 
Score: -21506928.000000 Penalty: 5985.303223
	Iteration 52Q: 3 clusters Score -2.150693e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -21506910.000000 Penalty: 5985.303223
	Iteration 53Q: 3 clusters Score -2.150691e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 171712 members 
Entering Unmasked Estep 
Score: -21506950.000000 Penalty: 5985.303223
	Iteration 54Q: 3 clusters Score -2.150695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 171734 members 
Entering Unmasked Estep 
Score: -21506968.000000 Penalty: 5985.303223
	Iteration 55Q: 3 clusters Score -2.150697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -21506968.000000 Penalty: 5985.303223
	Iteration 56Q: 3 clusters Score -2.150697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -21506962.000000 Penalty: 5985.303223
	Iteration 57Q: 3 clusters Score -2.150696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 171781 members 
Entering Unmasked Estep 
Score: -21506984.000000 Penalty: 5985.303223
	Iteration 58Q: 3 clusters Score -2.150698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -21506996.000000 Penalty: 5985.303223
	Iteration 59Q: 3 clusters Score -2.1507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -21506984.000000 Penalty: 5985.303223
	Iteration 60F: 3 clusters Score -2.150698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -21506940.000000 Penalty: 5985.303223
	Iteration 61Q: 3 clusters Score -2.150694e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -21506948.000000 Penalty: 5985.303223
	Iteration 62Q: 3 clusters Score -2.150695e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -21506944.000000 Penalty: 5985.303223
	Iteration 63Q: 3 clusters Score -2.150694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -21506950.000000 Penalty: 5985.303223
	Iteration 64Q: 3 clusters Score -2.150695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -21506962.000000 Penalty: 5985.303223
	Iteration 65Q: 3 clusters Score -2.150696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -21506956.000000 Penalty: 5985.303223
	Iteration 66Q: 3 clusters Score -2.150696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -21506944.000000 Penalty: 5985.303223
	Iteration 67Q: 3 clusters Score -2.150694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 171882 members 
Entering Unmasked Estep 
Score: -21506938.000000 Penalty: 5985.303223
	Iteration 68Q: 3 clusters Score -2.150694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -21506948.000000 Penalty: 5985.303223
	Iteration 69Q: 3 clusters Score -2.150695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -21506964.000000 Penalty: 5985.303223
	Iteration 70Q: 3 clusters Score -2.150696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 171893 members 
Entering Unmasked Estep 
Score: -21506944.000000 Penalty: 5985.303223
	Iteration 71Q: 3 clusters Score -2.150694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -21506920.000000 Penalty: 5985.303223
	Iteration 72Q: 3 clusters Score -2.150692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 171896 members 
Entering Unmasked Estep 
Score: -21506930.000000 Penalty: 5985.303223
	Iteration 73Q: 3 clusters Score -2.150693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -21506936.000000 Penalty: 5985.303223
	Iteration 74Q: 3 clusters Score -2.150694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21506938.000000 Penalty: 5985.303223
	Iteration 75Q: 3 clusters Score -2.150694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 171905 members 
Entering Unmasked Estep 
Score: -21506936.000000 Penalty: 5985.303223
	Iteration 76Q: 3 clusters Score -2.150694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 171905 members 
Entering Unmasked Estep 
Score: -21506946.000000 Penalty: 5985.303223
	Iteration 77Q: 3 clusters Score -2.150695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -21506940.000000 Penalty: 5985.303223
	Iteration 78Q: 3 clusters Score -2.150694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21506942.000000 Penalty: 5985.303223
	Iteration 79Q: 3 clusters Score -2.150694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -21506952.000000 Penalty: 5985.303223
	Iteration 80F: 3 clusters Score -2.150695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 171900 members 
Entering Unmasked Estep 
Score: -21506944.000000 Penalty: 5985.303223
	Iteration 81Q: 3 clusters Score -2.150694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -21506936.000000 Penalty: 5985.303223
	Iteration 82Q: 3 clusters Score -2.150694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -21506940.000000 Penalty: 5985.303223
	Iteration 83Q: 3 clusters Score -2.150694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21506940.000000 Penalty: 5985.303223
	Iteration 84Q: 3 clusters Score -2.150694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -21506944.000000 Penalty: 5985.303223
	Iteration 85Q: 3 clusters Score -2.150694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -21506946.000000 Penalty: 5985.303223
	Iteration 86Q: 3 clusters Score -2.150695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -21506946.000000 Penalty: 5985.303223
	Iteration 87F: 3 clusters Score -2.150695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (163292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Entering Unmasked Estep 
Score: -20300644.000000 Penalty: 2976.817139
	Iteration 0F: 2 clusters Score -2.030064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -20192800.000000 Penalty: 5953.634277
	Iteration 0F: 3 clusters Score -2.01928e+07 nChanged 78193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -20238418.000000 Penalty: 5953.634277
	Iteration 1F: 3 clusters Score -2.023842e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -20239234.000000 Penalty: 5953.634277
	Iteration 2Q: 3 clusters Score -2.023923e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -20240432.000000 Penalty: 5953.634277
	Iteration 3Q: 3 clusters Score -2.024043e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 70044 members 
Entering Unmasked Estep 
Score: -20242536.000000 Penalty: 5953.634277
	Iteration 4Q: 3 clusters Score -2.024254e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 63658 members 
Entering Unmasked Estep 
Score: -20246686.000000 Penalty: 5953.634277
	Iteration 5Q: 3 clusters Score -2.024669e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -20253780.000000 Penalty: 5953.634277
	Iteration 6F: 3 clusters Score -2.025378e+07 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -20264916.000000 Penalty: 5953.634277
	Iteration 7F: 3 clusters Score -2.026492e+07 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131284 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -20277666.000000 Penalty: 5953.634277
	Iteration 8F: 3 clusters Score -2.027767e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -20287816.000000 Penalty: 5953.634277
	Iteration 9F: 3 clusters Score -2.028782e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144778 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -20293758.000000 Penalty: 5953.634277
	Iteration 10Q: 3 clusters Score -2.029376e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147189 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -20296270.000000 Penalty: 5953.634277
	Iteration 11Q: 3 clusters Score -2.029627e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -20297306.000000 Penalty: 5953.634277
	Iteration 12Q: 3 clusters Score -2.029731e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150186 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -20297872.000000 Penalty: 5953.634277
	Iteration 13Q: 3 clusters Score -2.029787e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -20298224.000000 Penalty: 5953.634277
	Iteration 14Q: 3 clusters Score -2.029822e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -20298480.000000 Penalty: 5953.634277
	Iteration 15Q: 3 clusters Score -2.029848e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -20298708.000000 Penalty: 5953.634277
	Iteration 16Q: 3 clusters Score -2.029871e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -20298832.000000 Penalty: 5953.634277
	Iteration 17Q: 3 clusters Score -2.029883e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154850 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -20298872.000000 Penalty: 5953.634277
	Iteration 18Q: 3 clusters Score -2.029887e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155413 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -20298944.000000 Penalty: 5953.634277
	Iteration 19Q: 3 clusters Score -2.029894e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155936 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -20299010.000000 Penalty: 5953.634277
	Iteration 20F: 3 clusters Score -2.029901e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -20299096.000000 Penalty: 5953.634277
	Iteration 21Q: 3 clusters Score -2.02991e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156790 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -20299128.000000 Penalty: 5953.634277
	Iteration 22Q: 3 clusters Score -2.029913e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -20299124.000000 Penalty: 5953.634277
	Iteration 23Q: 3 clusters Score -2.029912e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157449 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -20299184.000000 Penalty: 5953.634277
	Iteration 24Q: 3 clusters Score -2.029918e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157721 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -20299186.000000 Penalty: 5953.634277
	Iteration 25Q: 3 clusters Score -2.029919e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157968 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -20299234.000000 Penalty: 5953.634277
	Iteration 26Q: 3 clusters Score -2.029923e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -20299248.000000 Penalty: 5953.634277
	Iteration 27Q: 3 clusters Score -2.029925e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -20299248.000000 Penalty: 5953.634277
	Iteration 28Q: 3 clusters Score -2.029925e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158549 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -20299342.000000 Penalty: 5953.634277
	Iteration 29Q: 3 clusters Score -2.029934e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158708 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -20299338.000000 Penalty: 5953.634277
	Iteration 30Q: 3 clusters Score -2.029934e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158853 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -20299382.000000 Penalty: 5953.634277
	Iteration 31Q: 3 clusters Score -2.029938e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158978 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -20299416.000000 Penalty: 5953.634277
	Iteration 32Q: 3 clusters Score -2.029942e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -20299412.000000 Penalty: 5953.634277
	Iteration 33Q: 3 clusters Score -2.029941e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159181 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -20299392.000000 Penalty: 5953.634277
	Iteration 34Q: 3 clusters Score -2.029939e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159266 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -20299396.000000 Penalty: 5953.634277
	Iteration 35Q: 3 clusters Score -2.02994e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -20299354.000000 Penalty: 5953.634277
	Iteration 36Q: 3 clusters Score -2.029935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159388 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -20299366.000000 Penalty: 5953.634277
	Iteration 37Q: 3 clusters Score -2.029937e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159440 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -20299380.000000 Penalty: 5953.634277
	Iteration 38Q: 3 clusters Score -2.029938e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -20299372.000000 Penalty: 5953.634277
	Iteration 39Q: 3 clusters Score -2.029937e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -20299366.000000 Penalty: 5953.634277
	Iteration 40F: 3 clusters Score -2.029937e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159578 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -20299364.000000 Penalty: 5953.634277
	Iteration 41Q: 3 clusters Score -2.029936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159621 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -20299374.000000 Penalty: 5953.634277
	Iteration 42Q: 3 clusters Score -2.029937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -20299368.000000 Penalty: 5953.634277
	Iteration 43Q: 3 clusters Score -2.029937e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -20299384.000000 Penalty: 5953.634277
	Iteration 44Q: 3 clusters Score -2.029938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -20299396.000000 Penalty: 5953.634277
	Iteration 45Q: 3 clusters Score -2.02994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159756 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -20299412.000000 Penalty: 5953.634277
	Iteration 46Q: 3 clusters Score -2.029941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -20299400.000000 Penalty: 5953.634277
	Iteration 47Q: 3 clusters Score -2.02994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -20299410.000000 Penalty: 5953.634277
	Iteration 48Q: 3 clusters Score -2.029941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20299434.000000 Penalty: 5953.634277
	Iteration 49Q: 3 clusters Score -2.029943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -20299418.000000 Penalty: 5953.634277
	Iteration 50Q: 3 clusters Score -2.029942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159860 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -20299426.000000 Penalty: 5953.634277
	Iteration 51Q: 3 clusters Score -2.029943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -20299420.000000 Penalty: 5953.634277
	Iteration 52Q: 3 clusters Score -2.029942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -20299424.000000 Penalty: 5953.634277
	Iteration 53Q: 3 clusters Score -2.029942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -20299426.000000 Penalty: 5953.634277
	Iteration 54Q: 3 clusters Score -2.029943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -20299438.000000 Penalty: 5953.634277
	Iteration 55Q: 3 clusters Score -2.029944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20299432.000000 Penalty: 5953.634277
	Iteration 56Q: 3 clusters Score -2.029943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -20299426.000000 Penalty: 5953.634277
	Iteration 57Q: 3 clusters Score -2.029943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159913 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -20299410.000000 Penalty: 5953.634277
	Iteration 58Q: 3 clusters Score -2.029941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -20299398.000000 Penalty: 5953.634277
	Iteration 59Q: 3 clusters Score -2.02994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -20299398.000000 Penalty: 5953.634277
	Iteration 60F: 3 clusters Score -2.02994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -20299390.000000 Penalty: 5953.634277
	Iteration 61Q: 3 clusters Score -2.029939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20299394.000000 Penalty: 5953.634277
	Iteration 62Q: 3 clusters Score -2.029939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -20299400.000000 Penalty: 5953.634277
	Iteration 63Q: 3 clusters Score -2.02994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159927 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -20299390.000000 Penalty: 5953.634277
	Iteration 64Q: 3 clusters Score -2.029939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159932 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20299400.000000 Penalty: 5953.634277
	Iteration 65Q: 3 clusters Score -2.02994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20299384.000000 Penalty: 5953.634277
	Iteration 66Q: 3 clusters Score -2.029938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159941 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20299398.000000 Penalty: 5953.634277
	Iteration 67Q: 3 clusters Score -2.02994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159944 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20299410.000000 Penalty: 5953.634277
	Iteration 68Q: 3 clusters Score -2.029941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -20299396.000000 Penalty: 5953.634277
	Iteration 69Q: 3 clusters Score -2.02994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -20299412.000000 Penalty: 5953.634277
	Iteration 70Q: 3 clusters Score -2.029941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20299402.000000 Penalty: 5953.634277
	Iteration 71Q: 3 clusters Score -2.02994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20299418.000000 Penalty: 5953.634277
	Iteration 72Q: 3 clusters Score -2.029942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -20299400.000000 Penalty: 5953.634277
	Iteration 73Q: 3 clusters Score -2.02994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20299396.000000 Penalty: 5953.634277
	Iteration 74Q: 3 clusters Score -2.02994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -20299380.000000 Penalty: 5953.634277
	Iteration 75Q: 3 clusters Score -2.029938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20299384.000000 Penalty: 5953.634277
	Iteration 76Q: 3 clusters Score -2.029938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20299378.000000 Penalty: 5953.634277
	Iteration 77Q: 3 clusters Score -2.029938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -20299368.000000 Penalty: 5953.634277
	Iteration 78Q: 3 clusters Score -2.029937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -20299364.000000 Penalty: 5953.634277
	Iteration 79Q: 3 clusters Score -2.029936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -20299364.000000 Penalty: 5953.634277
	Iteration 80F: 3 clusters Score -2.029936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -152577.125000 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -152577.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -150430.812500 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -150430.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -150990.046875 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -150990 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151529.656250 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -151529.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152356.140625 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -152356.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153117.453125 Penalty: 3601.567627
	Iteration 4F: 3 clusters Score -153117.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153635.046875 Penalty: 3601.567627
	Iteration 5F: 3 clusters Score -153635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -153779.156250 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -153779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -153791.812500 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -153791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -153796.093750 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -153796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -153799.093750 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -153799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -153802.234375 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -153802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -153805.609375 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -153805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -153813.984375 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -153814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153816.531250 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -153816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153818.031250 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -153818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153819.015625 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -153819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -153820.171875 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -153820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -153820.171875 Penalty: 3601.567627
	Iteration 17F: 3 clusters Score -153820.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 163292 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116203 members 
Mstep: Class 6 contains 112504 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218578 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197822 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164668 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 700 members 
Entering Unmasked Estep 
Score: -194728016.000000 Penalty: 92160.671875
Splitting cluster 3 changes total score from -194728384.000000 to -194728016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Entering Unmasked Estep 
Score: -2153345.500000 Penalty: 2428.720215
	Iteration 0F: 2 clusters Score -2153346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2140744.750000 Penalty: 4857.440430
	Iteration 0F: 3 clusters Score -2140745 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2144722.000000 Penalty: 4857.440430
	Iteration 1F: 3 clusters Score -2144722 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2145018.000000 Penalty: 4857.440430
	Iteration 2F: 3 clusters Score -2145018 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2145242.500000 Penalty: 4857.440430
	Iteration 3Q: 3 clusters Score -2145242 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2145466.750000 Penalty: 4857.440430
	Iteration 4Q: 3 clusters Score -2145467 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2145715.750000 Penalty: 4857.440430
	Iteration 5Q: 3 clusters Score -2145716 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2145984.250000 Penalty: 4857.440430
	Iteration 6Q: 3 clusters Score -2145984 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2146285.250000 Penalty: 4857.440430
	Iteration 7Q: 3 clusters Score -2146285 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2146634.000000 Penalty: 4857.440430
	Iteration 8Q: 3 clusters Score -2146634 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2147045.250000 Penalty: 4857.440430
	Iteration 9Q: 3 clusters Score -2147045 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2147514.250000 Penalty: 4857.440430
	Iteration 10Q: 3 clusters Score -2147514 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2147944.250000 Penalty: 4857.440430
	Iteration 11Q: 3 clusters Score -2147944 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2148409.750000 Penalty: 4857.440430
	Iteration 12Q: 3 clusters Score -2148410 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2148925.500000 Penalty: 4857.440430
	Iteration 13Q: 3 clusters Score -2148926 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2149373.000000 Penalty: 4857.440430
	Iteration 14Q: 3 clusters Score -2149373 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2149727.250000 Penalty: 4857.440430
	Iteration 15Q: 3 clusters Score -2149727 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2149961.750000 Penalty: 4857.440430
	Iteration 16Q: 3 clusters Score -2149962 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2150106.000000 Penalty: 4857.440430
	Iteration 17Q: 3 clusters Score -2150106 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2150176.750000 Penalty: 4857.440430
	Iteration 18Q: 3 clusters Score -2150177 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2150248.500000 Penalty: 4857.440430
	Iteration 19Q: 3 clusters Score -2150248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2150302.000000 Penalty: 4857.440430
	Iteration 20F: 3 clusters Score -2150302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2150339.750000 Penalty: 4857.440430
	Iteration 21Q: 3 clusters Score -2150340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2150371.250000 Penalty: 4857.440430
	Iteration 22Q: 3 clusters Score -2150371 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2150385.750000 Penalty: 4857.440430
	Iteration 23Q: 3 clusters Score -2150386 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2150410.750000 Penalty: 4857.440430
	Iteration 24Q: 3 clusters Score -2150411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2150439.250000 Penalty: 4857.440430
	Iteration 25Q: 3 clusters Score -2150439 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2150471.750000 Penalty: 4857.440430
	Iteration 26Q: 3 clusters Score -2150472 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2150503.250000 Penalty: 4857.440430
	Iteration 27Q: 3 clusters Score -2150503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2150534.750000 Penalty: 4857.440430
	Iteration 28Q: 3 clusters Score -2150535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2150568.500000 Penalty: 4857.440430
	Iteration 29Q: 3 clusters Score -2150568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2150591.750000 Penalty: 4857.440430
	Iteration 30Q: 3 clusters Score -2150592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2150616.750000 Penalty: 4857.440430
	Iteration 31Q: 3 clusters Score -2150617 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2150644.500000 Penalty: 4857.440430
	Iteration 32Q: 3 clusters Score -2150644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2150667.500000 Penalty: 4857.440430
	Iteration 33Q: 3 clusters Score -2150668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2150683.750000 Penalty: 4857.440430
	Iteration 34Q: 3 clusters Score -2150684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2150702.500000 Penalty: 4857.440430
	Iteration 35Q: 3 clusters Score -2150702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2150712.500000 Penalty: 4857.440430
	Iteration 36Q: 3 clusters Score -2150712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2150728.750000 Penalty: 4857.440430
	Iteration 37Q: 3 clusters Score -2150729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2150739.250000 Penalty: 4857.440430
	Iteration 38Q: 3 clusters Score -2150739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2150753.250000 Penalty: 4857.440430
	Iteration 39Q: 3 clusters Score -2150753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2150763.000000 Penalty: 4857.440430
	Iteration 40F: 3 clusters Score -2150763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2150780.250000 Penalty: 4857.440430
	Iteration 41Q: 3 clusters Score -2150780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2150791.500000 Penalty: 4857.440430
	Iteration 42Q: 3 clusters Score -2150792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2150803.750000 Penalty: 4857.440430
	Iteration 43Q: 3 clusters Score -2150804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2150816.250000 Penalty: 4857.440430
	Iteration 44Q: 3 clusters Score -2150816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2150820.750000 Penalty: 4857.440430
	Iteration 45Q: 3 clusters Score -2150821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2150828.500000 Penalty: 4857.440430
	Iteration 46Q: 3 clusters Score -2150828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2150838.750000 Penalty: 4857.440430
	Iteration 47Q: 3 clusters Score -2150839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2150847.500000 Penalty: 4857.440430
	Iteration 48Q: 3 clusters Score -2150848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2150860.750000 Penalty: 4857.440430
	Iteration 49Q: 3 clusters Score -2150861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2150878.250000 Penalty: 4857.440430
	Iteration 50Q: 3 clusters Score -2150878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2150885.500000 Penalty: 4857.440430
	Iteration 51Q: 3 clusters Score -2150886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2150903.500000 Penalty: 4857.440430
	Iteration 52Q: 3 clusters Score -2150904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2150912.750000 Penalty: 4857.440430
	Iteration 53Q: 3 clusters Score -2150913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2150928.500000 Penalty: 4857.440430
	Iteration 54Q: 3 clusters Score -2150928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2150942.750000 Penalty: 4857.440430
	Iteration 55Q: 3 clusters Score -2150943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2150958.750000 Penalty: 4857.440430
	Iteration 56Q: 3 clusters Score -2150959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2150975.250000 Penalty: 4857.440430
	Iteration 57Q: 3 clusters Score -2150975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2150993.750000 Penalty: 4857.440430
	Iteration 58Q: 3 clusters Score -2150994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2151014.000000 Penalty: 4857.440430
	Iteration 59Q: 3 clusters Score -2151014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2151020.000000 Penalty: 4857.440430
	Iteration 60F: 3 clusters Score -2151020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2151033.250000 Penalty: 4857.440430
	Iteration 61Q: 3 clusters Score -2151033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2151046.000000 Penalty: 4857.440430
	Iteration 62Q: 3 clusters Score -2151046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2151056.750000 Penalty: 4857.440430
	Iteration 63Q: 3 clusters Score -2151057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2151062.000000 Penalty: 4857.440430
	Iteration 64Q: 3 clusters Score -2151062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2151066.500000 Penalty: 4857.440430
	Iteration 65Q: 3 clusters Score -2151066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2151069.250000 Penalty: 4857.440430
	Iteration 66Q: 3 clusters Score -2151069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2151071.750000 Penalty: 4857.440430
	Iteration 67Q: 3 clusters Score -2151072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2151079.000000 Penalty: 4857.440430
	Iteration 68Q: 3 clusters Score -2151079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2151081.000000 Penalty: 4857.440430
	Iteration 69Q: 3 clusters Score -2151081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2151089.250000 Penalty: 4857.440430
	Iteration 70Q: 3 clusters Score -2151089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2151090.750000 Penalty: 4857.440430
	Iteration 71Q: 3 clusters Score -2151091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2151096.750000 Penalty: 4857.440430
	Iteration 72Q: 3 clusters Score -2151097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2151109.250000 Penalty: 4857.440430
	Iteration 73Q: 3 clusters Score -2151109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2151112.000000 Penalty: 4857.440430
	Iteration 74Q: 3 clusters Score -2151112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2151119.500000 Penalty: 4857.440430
	Iteration 75Q: 3 clusters Score -2151120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2151124.500000 Penalty: 4857.440430
	Iteration 76Q: 3 clusters Score -2151124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2151126.000000 Penalty: 4857.440430
	Iteration 77Q: 3 clusters Score -2151126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2151136.750000 Penalty: 4857.440430
	Iteration 78Q: 3 clusters Score -2151137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2151150.000000 Penalty: 4857.440430
	Iteration 79Q: 3 clusters Score -2151150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2151152.250000 Penalty: 4857.440430
	Iteration 80F: 3 clusters Score -2151152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2151155.000000 Penalty: 4857.440430
	Iteration 81Q: 3 clusters Score -2151155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2151154.750000 Penalty: 4857.440430
	Iteration 82Q: 3 clusters Score -2151155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2151157.250000 Penalty: 4857.440430
	Iteration 83Q: 3 clusters Score -2151157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2151158.750000 Penalty: 4857.440430
	Iteration 84Q: 3 clusters Score -2151159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2151163.750000 Penalty: 4857.440430
	Iteration 85Q: 3 clusters Score -2151164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2151162.000000 Penalty: 4857.440430
	Iteration 86Q: 3 clusters Score -2151162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2151167.750000 Penalty: 4857.440430
	Iteration 87Q: 3 clusters Score -2151168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2151165.500000 Penalty: 4857.440430
	Iteration 88Q: 3 clusters Score -2151166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2151169.250000 Penalty: 4857.440430
	Iteration 89Q: 3 clusters Score -2151169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2151171.000000 Penalty: 4857.440430
	Iteration 90Q: 3 clusters Score -2151171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2151176.000000 Penalty: 4857.440430
	Iteration 91Q: 3 clusters Score -2151176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2151176.250000 Penalty: 4857.440430
	Iteration 92Q: 3 clusters Score -2151176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2151181.500000 Penalty: 4857.440430
	Iteration 93Q: 3 clusters Score -2151182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2151181.250000 Penalty: 4857.440430
	Iteration 94Q: 3 clusters Score -2151181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2151190.500000 Penalty: 4857.440430
	Iteration 95Q: 3 clusters Score -2151190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2151196.250000 Penalty: 4857.440430
	Iteration 96Q: 3 clusters Score -2151196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2151202.250000 Penalty: 4857.440430
	Iteration 97Q: 3 clusters Score -2151202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2151205.750000 Penalty: 4857.440430
	Iteration 98Q: 3 clusters Score -2151206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2151208.750000 Penalty: 4857.440430
	Iteration 99Q: 3 clusters Score -2151209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2151209.000000 Penalty: 4857.440430
	Iteration 100F: 3 clusters Score -2151209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2151215.000000 Penalty: 4857.440430
	Iteration 101Q: 3 clusters Score -2151215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2151218.500000 Penalty: 4857.440430
	Iteration 102Q: 3 clusters Score -2151218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2151219.000000 Penalty: 4857.440430
	Iteration 103Q: 3 clusters Score -2151219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2151220.250000 Penalty: 4857.440430
	Iteration 104Q: 3 clusters Score -2151220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2151220.250000 Penalty: 4857.440430
	Iteration 105Q: 3 clusters Score -2151220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2151225.000000 Penalty: 4857.440430
	Iteration 106Q: 3 clusters Score -2151225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2151224.500000 Penalty: 4857.440430
	Iteration 107Q: 3 clusters Score -2151224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2151224.000000 Penalty: 4857.440430
	Iteration 108Q: 3 clusters Score -2151224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2151225.250000 Penalty: 4857.440430
	Iteration 109Q: 3 clusters Score -2151225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2151225.250000 Penalty: 4857.440430
	Iteration 110Q: 3 clusters Score -2151225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2151225.250000 Penalty: 4857.440430
	Iteration 111F: 3 clusters Score -2151225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (116203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116203 members 
Entering Unmasked Estep 
Score: -14419895.000000 Penalty: 2892.447266
	Iteration 0F: 2 clusters Score -1.44199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -14342431.000000 Penalty: 5784.894531
	Iteration 0F: 3 clusters Score -1.434243e+07 nChanged 54976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -14373345.000000 Penalty: 5784.894531
	Iteration 1F: 3 clusters Score -1.437334e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -14374086.000000 Penalty: 5784.894531
	Iteration 2Q: 3 clusters Score -1.437409e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -14375003.000000 Penalty: 5784.894531
	Iteration 3Q: 3 clusters Score -1.4375e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -14376012.000000 Penalty: 5784.894531
	Iteration 4Q: 3 clusters Score -1.437601e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -14377798.000000 Penalty: 5784.894531
	Iteration 5Q: 3 clusters Score -1.43778e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -14380783.000000 Penalty: 5784.894531
	Iteration 6F: 3 clusters Score -1.438078e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -14385676.000000 Penalty: 5784.894531
	Iteration 7F: 3 clusters Score -1.438568e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -14393288.000000 Penalty: 5784.894531
	Iteration 8F: 3 clusters Score -1.439329e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -14402437.000000 Penalty: 5784.894531
	Iteration 9F: 3 clusters Score -1.440244e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -14409876.000000 Penalty: 5784.894531
	Iteration 10F: 3 clusters Score -1.440988e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -14414087.000000 Penalty: 5784.894531
	Iteration 11Q: 3 clusters Score -1.441409e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 112898 members 
Entering Unmasked Estep 
Score: -14416087.000000 Penalty: 5784.894531
	Iteration 12Q: 3 clusters Score -1.441609e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -14416908.000000 Penalty: 5784.894531
	Iteration 13Q: 3 clusters Score -1.441691e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 114106 members 
Entering Unmasked Estep 
Score: -14417346.000000 Penalty: 5784.894531
	Iteration 14Q: 3 clusters Score -1.441735e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 114297 members 
Entering Unmasked Estep 
Score: -14417651.000000 Penalty: 5784.894531
	Iteration 15Q: 3 clusters Score -1.441765e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -14417738.000000 Penalty: 5784.894531
	Iteration 16Q: 3 clusters Score -1.441774e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
Score: -14417815.000000 Penalty: 5784.894531
	Iteration 17Q: 3 clusters Score -1.441782e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 114483 members 
Entering Unmasked Estep 
Score: -14417943.000000 Penalty: 5784.894531
	Iteration 18Q: 3 clusters Score -1.441794e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 114511 members 
Entering Unmasked Estep 
Score: -14417993.000000 Penalty: 5784.894531
	Iteration 19Q: 3 clusters Score -1.441799e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 114537 members 
Entering Unmasked Estep 
Score: -14418047.000000 Penalty: 5784.894531
	Iteration 20F: 3 clusters Score -1.441805e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 114568 members 
Entering Unmasked Estep 
Score: -14418075.000000 Penalty: 5784.894531
	Iteration 21Q: 3 clusters Score -1.441808e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -14418103.000000 Penalty: 5784.894531
	Iteration 22Q: 3 clusters Score -1.44181e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 114635 members 
Entering Unmasked Estep 
Score: -14418110.000000 Penalty: 5784.894531
	Iteration 23Q: 3 clusters Score -1.441811e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 114645 members 
Entering Unmasked Estep 
Score: -14418140.000000 Penalty: 5784.894531
	Iteration 24Q: 3 clusters Score -1.441814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 114654 members 
Entering Unmasked Estep 
Score: -14418166.000000 Penalty: 5784.894531
	Iteration 25Q: 3 clusters Score -1.441817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 114657 members 
Entering Unmasked Estep 
Score: -14418180.000000 Penalty: 5784.894531
	Iteration 26Q: 3 clusters Score -1.441818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -14418164.000000 Penalty: 5784.894531
	Iteration 27Q: 3 clusters Score -1.441816e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -14418179.000000 Penalty: 5784.894531
	Iteration 28Q: 3 clusters Score -1.441818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -14418196.000000 Penalty: 5784.894531
	Iteration 29Q: 3 clusters Score -1.44182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 114674 members 
Entering Unmasked Estep 
Score: -14418188.000000 Penalty: 5784.894531
	Iteration 30Q: 3 clusters Score -1.441819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -14418191.000000 Penalty: 5784.894531
	Iteration 31Q: 3 clusters Score -1.441819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 114681 members 
Entering Unmasked Estep 
Score: -14418193.000000 Penalty: 5784.894531
	Iteration 32Q: 3 clusters Score -1.441819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 114683 members 
Entering Unmasked Estep 
Score: -14418204.000000 Penalty: 5784.894531
	Iteration 33Q: 3 clusters Score -1.44182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -14418210.000000 Penalty: 5784.894531
	Iteration 34Q: 3 clusters Score -1.441821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 114683 members 
Entering Unmasked Estep 
Score: -14418205.000000 Penalty: 5784.894531
	Iteration 35Q: 3 clusters Score -1.44182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -14418198.000000 Penalty: 5784.894531
	Iteration 36Q: 3 clusters Score -1.44182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -14418210.000000 Penalty: 5784.894531
	Iteration 37Q: 3 clusters Score -1.441821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -14418212.000000 Penalty: 5784.894531
	Iteration 38Q: 3 clusters Score -1.441821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -14418224.000000 Penalty: 5784.894531
	Iteration 39Q: 3 clusters Score -1.441822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 114696 members 
Entering Unmasked Estep 
Score: -14418231.000000 Penalty: 5784.894531
	Iteration 40F: 3 clusters Score -1.441823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -14418241.000000 Penalty: 5784.894531
	Iteration 41Q: 3 clusters Score -1.441824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -14418239.000000 Penalty: 5784.894531
	Iteration 42Q: 3 clusters Score -1.441824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 114693 members 
Entering Unmasked Estep 
Score: -14418244.000000 Penalty: 5784.894531
	Iteration 43Q: 3 clusters Score -1.441824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 114692 members 
Entering Unmasked Estep 
Score: -14418233.000000 Penalty: 5784.894531
	Iteration 44Q: 3 clusters Score -1.441823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -14418242.000000 Penalty: 5784.894531
	Iteration 45Q: 3 clusters Score -1.441824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -14418230.000000 Penalty: 5784.894531
	Iteration 46Q: 3 clusters Score -1.441823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -14418235.000000 Penalty: 5784.894531
	Iteration 47Q: 3 clusters Score -1.441824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -14418223.000000 Penalty: 5784.894531
	Iteration 48Q: 3 clusters Score -1.441822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -14418227.000000 Penalty: 5784.894531
	Iteration 49Q: 3 clusters Score -1.441823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -14418217.000000 Penalty: 5784.894531
	Iteration 50Q: 3 clusters Score -1.441822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -14418214.000000 Penalty: 5784.894531
	Iteration 51Q: 3 clusters Score -1.441821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -14418226.000000 Penalty: 5784.894531
	Iteration 52Q: 3 clusters Score -1.441823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -14418233.000000 Penalty: 5784.894531
	Iteration 53Q: 3 clusters Score -1.441823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 114688 members 
Entering Unmasked Estep 
Score: -14418232.000000 Penalty: 5784.894531
	Iteration 54Q: 3 clusters Score -1.441823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -14418224.000000 Penalty: 5784.894531
	Iteration 55Q: 3 clusters Score -1.441822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -14418231.000000 Penalty: 5784.894531
	Iteration 56Q: 3 clusters Score -1.441823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 114685 members 
Entering Unmasked Estep 
Score: -14418242.000000 Penalty: 5784.894531
	Iteration 57Q: 3 clusters Score -1.441824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -14418239.000000 Penalty: 5784.894531
	Iteration 58Q: 3 clusters Score -1.441824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -14418239.000000 Penalty: 5784.894531
	Iteration 59F: 3 clusters Score -1.441824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Entering Unmasked Estep 
Score: -13988321.000000 Penalty: 2884.424561
	Iteration 0F: 2 clusters Score -1.398832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -13913025.000000 Penalty: 5768.849121
	Iteration 0F: 3 clusters Score -1.391302e+07 nChanged 53598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -13943651.000000 Penalty: 5768.849121
	Iteration 1F: 3 clusters Score -1.394365e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -13944582.000000 Penalty: 5768.849121
	Iteration 2Q: 3 clusters Score -1.394458e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -13945899.000000 Penalty: 5768.849121
	Iteration 3Q: 3 clusters Score -1.39459e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -13948009.000000 Penalty: 5768.849121
	Iteration 4Q: 3 clusters Score -1.394801e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -13951307.000000 Penalty: 5768.849121
	Iteration 5F: 3 clusters Score -1.395131e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -13956779.000000 Penalty: 5768.849121
	Iteration 6F: 3 clusters Score -1.395678e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -13963920.000000 Penalty: 5768.849121
	Iteration 7F: 3 clusters Score -1.396392e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -13971209.000000 Penalty: 5768.849121
	Iteration 8F: 3 clusters Score -1.397121e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -13976802.000000 Penalty: 5768.849121
	Iteration 9F: 3 clusters Score -1.39768e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -13979843.000000 Penalty: 5768.849121
	Iteration 10Q: 3 clusters Score -1.397984e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -13981271.000000 Penalty: 5768.849121
	Iteration 11Q: 3 clusters Score -1.398127e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 98697 members 
Entering Unmasked Estep 
Score: -13982095.000000 Penalty: 5768.849121
	Iteration 12Q: 3 clusters Score -1.39821e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -13982697.000000 Penalty: 5768.849121
	Iteration 13Q: 3 clusters Score -1.39827e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 101035 members 
Entering Unmasked Estep 
Score: -13983201.000000 Penalty: 5768.849121
	Iteration 14Q: 3 clusters Score -1.39832e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -13983599.000000 Penalty: 5768.849121
	Iteration 15Q: 3 clusters Score -1.39836e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -13984021.000000 Penalty: 5768.849121
	Iteration 16Q: 3 clusters Score -1.398402e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 103753 members 
Entering Unmasked Estep 
Score: -13984294.000000 Penalty: 5768.849121
	Iteration 17Q: 3 clusters Score -1.398429e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 104422 members 
Entering Unmasked Estep 
Score: -13984488.000000 Penalty: 5768.849121
	Iteration 18Q: 3 clusters Score -1.398449e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 105034 members 
Entering Unmasked Estep 
Score: -13984647.000000 Penalty: 5768.849121
	Iteration 19Q: 3 clusters Score -1.398465e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -13984786.000000 Penalty: 5768.849121
	Iteration 20F: 3 clusters Score -1.398479e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 106090 members 
Entering Unmasked Estep 
Score: -13984948.000000 Penalty: 5768.849121
	Iteration 21Q: 3 clusters Score -1.398495e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -13985076.000000 Penalty: 5768.849121
	Iteration 22Q: 3 clusters Score -1.398508e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -13985214.000000 Penalty: 5768.849121
	Iteration 23Q: 3 clusters Score -1.398521e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -13985299.000000 Penalty: 5768.849121
	Iteration 24Q: 3 clusters Score -1.39853e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 107616 members 
Entering Unmasked Estep 
Score: -13985352.000000 Penalty: 5768.849121
	Iteration 25Q: 3 clusters Score -1.398535e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 107893 members 
Entering Unmasked Estep 
Score: -13985430.000000 Penalty: 5768.849121
	Iteration 26Q: 3 clusters Score -1.398543e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -13985548.000000 Penalty: 5768.849121
	Iteration 27Q: 3 clusters Score -1.398555e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 108390 members 
Entering Unmasked Estep 
Score: -13985582.000000 Penalty: 5768.849121
	Iteration 28Q: 3 clusters Score -1.398558e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 108590 members 
Entering Unmasked Estep 
Score: -13985602.000000 Penalty: 5768.849121
	Iteration 29Q: 3 clusters Score -1.39856e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 108781 members 
Entering Unmasked Estep 
Score: -13985669.000000 Penalty: 5768.849121
	Iteration 30Q: 3 clusters Score -1.398567e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 108941 members 
Entering Unmasked Estep 
Score: -13985708.000000 Penalty: 5768.849121
	Iteration 31Q: 3 clusters Score -1.398571e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -13985736.000000 Penalty: 5768.849121
	Iteration 32Q: 3 clusters Score -1.398574e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -13985767.000000 Penalty: 5768.849121
	Iteration 33Q: 3 clusters Score -1.398577e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -13985784.000000 Penalty: 5768.849121
	Iteration 34Q: 3 clusters Score -1.398578e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -13985777.000000 Penalty: 5768.849121
	Iteration 35Q: 3 clusters Score -1.398578e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -13985783.000000 Penalty: 5768.849121
	Iteration 36Q: 3 clusters Score -1.398578e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 109547 members 
Entering Unmasked Estep 
Score: -13985824.000000 Penalty: 5768.849121
	Iteration 37Q: 3 clusters Score -1.398582e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -13985847.000000 Penalty: 5768.849121
	Iteration 38Q: 3 clusters Score -1.398585e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -13985859.000000 Penalty: 5768.849121
	Iteration 39Q: 3 clusters Score -1.398586e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -13985850.000000 Penalty: 5768.849121
	Iteration 40F: 3 clusters Score -1.398585e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -13985865.000000 Penalty: 5768.849121
	Iteration 41Q: 3 clusters Score -1.398586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -13985890.000000 Penalty: 5768.849121
	Iteration 42Q: 3 clusters Score -1.398589e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -13985873.000000 Penalty: 5768.849121
	Iteration 43Q: 3 clusters Score -1.398587e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -13985912.000000 Penalty: 5768.849121
	Iteration 44Q: 3 clusters Score -1.398591e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -13985942.000000 Penalty: 5768.849121
	Iteration 45Q: 3 clusters Score -1.398594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 110076 members 
Entering Unmasked Estep 
Score: -13985948.000000 Penalty: 5768.849121
	Iteration 46Q: 3 clusters Score -1.398595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -13985944.000000 Penalty: 5768.849121
	Iteration 47Q: 3 clusters Score -1.398594e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -13985944.000000 Penalty: 5768.849121
	Iteration 48Q: 3 clusters Score -1.398594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -13985957.000000 Penalty: 5768.849121
	Iteration 49Q: 3 clusters Score -1.398596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -13985955.000000 Penalty: 5768.849121
	Iteration 50Q: 3 clusters Score -1.398596e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 110266 members 
Entering Unmasked Estep 
Score: -13985965.000000 Penalty: 5768.849121
	Iteration 51Q: 3 clusters Score -1.398596e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 110310 members 
Entering Unmasked Estep 
Score: -13985988.000000 Penalty: 5768.849121
	Iteration 52Q: 3 clusters Score -1.398599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -13985999.000000 Penalty: 5768.849121
	Iteration 53Q: 3 clusters Score -1.3986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -13985995.000000 Penalty: 5768.849121
	Iteration 54Q: 3 clusters Score -1.3986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 110402 members 
Entering Unmasked Estep 
Score: -13986006.000000 Penalty: 5768.849121
	Iteration 55Q: 3 clusters Score -1.398601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -13986013.000000 Penalty: 5768.849121
	Iteration 56Q: 3 clusters Score -1.398601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -13986011.000000 Penalty: 5768.849121
	Iteration 57Q: 3 clusters Score -1.398601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -13986027.000000 Penalty: 5768.849121
	Iteration 58Q: 3 clusters Score -1.398603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -13986037.000000 Penalty: 5768.849121
	Iteration 59Q: 3 clusters Score -1.398604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -13986031.000000 Penalty: 5768.849121
	Iteration 60F: 3 clusters Score -1.398603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
Score: -13986058.000000 Penalty: 5768.849121
	Iteration 61Q: 3 clusters Score -1.398606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -13986057.000000 Penalty: 5768.849121
	Iteration 62Q: 3 clusters Score -1.398606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -13986052.000000 Penalty: 5768.849121
	Iteration 63Q: 3 clusters Score -1.398605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -13986073.000000 Penalty: 5768.849121
	Iteration 64Q: 3 clusters Score -1.398607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 110549 members 
Entering Unmasked Estep 
Score: -13986054.000000 Penalty: 5768.849121
	Iteration 65Q: 3 clusters Score -1.398605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -13986051.000000 Penalty: 5768.849121
	Iteration 66Q: 3 clusters Score -1.398605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -13986050.000000 Penalty: 5768.849121
	Iteration 67Q: 3 clusters Score -1.398605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 110564 members 
Entering Unmasked Estep 
Score: -13986050.000000 Penalty: 5768.849121
	Iteration 68Q: 3 clusters Score -1.398605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
Score: -13986043.000000 Penalty: 5768.849121
	Iteration 69Q: 3 clusters Score -1.398604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -13986055.000000 Penalty: 5768.849121
	Iteration 70Q: 3 clusters Score -1.398606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -13986057.000000 Penalty: 5768.849121
	Iteration 71Q: 3 clusters Score -1.398606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -13986063.000000 Penalty: 5768.849121
	Iteration 72Q: 3 clusters Score -1.398606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -13986064.000000 Penalty: 5768.849121
	Iteration 73Q: 3 clusters Score -1.398606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -13986067.000000 Penalty: 5768.849121
	Iteration 74Q: 3 clusters Score -1.398607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 110586 members 
Entering Unmasked Estep 
Score: -13986075.000000 Penalty: 5768.849121
	Iteration 75Q: 3 clusters Score -1.398608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 110587 members 
Entering Unmasked Estep 
Score: -13986064.000000 Penalty: 5768.849121
	Iteration 76Q: 3 clusters Score -1.398606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -13986062.000000 Penalty: 5768.849121
	Iteration 77Q: 3 clusters Score -1.398606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -13986062.000000 Penalty: 5768.849121
	Iteration 78F: 3 clusters Score -1.398606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Entering Unmasked Estep 
Score: -870867.125000 Penalty: 2212.653809
	Iteration 0F: 2 clusters Score -870867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -864735.875000 Penalty: 4425.307617
	Iteration 0F: 3 clusters Score -864735.9 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -866474.625000 Penalty: 4425.307617
	Iteration 1F: 3 clusters Score -866474.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -866977.937500 Penalty: 4425.307617
	Iteration 2F: 3 clusters Score -866977.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -867396.812500 Penalty: 4425.307617
	Iteration 3F: 3 clusters Score -867396.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -867766.562500 Penalty: 4425.307617
	Iteration 4F: 3 clusters Score -867766.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -868108.125000 Penalty: 4425.307617
	Iteration 5F: 3 clusters Score -868108.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -868381.312500 Penalty: 4425.307617
	Iteration 6F: 3 clusters Score -868381.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -868612.937500 Penalty: 4425.307617
	Iteration 7Q: 3 clusters Score -868612.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -868800.125000 Penalty: 4425.307617
	Iteration 8Q: 3 clusters Score -868800.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -868952.750000 Penalty: 4425.307617
	Iteration 9Q: 3 clusters Score -868952.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -869048.937500 Penalty: 4425.307617
	Iteration 10Q: 3 clusters Score -869048.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -869114.500000 Penalty: 4425.307617
	Iteration 11Q: 3 clusters Score -869114.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -869175.937500 Penalty: 4425.307617
	Iteration 12Q: 3 clusters Score -869175.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -869218.437500 Penalty: 4425.307617
	Iteration 13Q: 3 clusters Score -869218.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -869252.812500 Penalty: 4425.307617
	Iteration 14Q: 3 clusters Score -869252.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -869278.250000 Penalty: 4425.307617
	Iteration 15Q: 3 clusters Score -869278.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -869292.375000 Penalty: 4425.307617
	Iteration 16Q: 3 clusters Score -869292.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -869303.250000 Penalty: 4425.307617
	Iteration 17Q: 3 clusters Score -869303.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -869316.250000 Penalty: 4425.307617
	Iteration 18Q: 3 clusters Score -869316.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -869324.812500 Penalty: 4425.307617
	Iteration 19Q: 3 clusters Score -869324.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -869333.312500 Penalty: 4425.307617
	Iteration 20F: 3 clusters Score -869333.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -869342.937500 Penalty: 4425.307617
	Iteration 21Q: 3 clusters Score -869342.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -869348.437500 Penalty: 4425.307617
	Iteration 22Q: 3 clusters Score -869348.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -869351.375000 Penalty: 4425.307617
	Iteration 23Q: 3 clusters Score -869351.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -869355.937500 Penalty: 4425.307617
	Iteration 24Q: 3 clusters Score -869355.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -869359.437500 Penalty: 4425.307617
	Iteration 25Q: 3 clusters Score -869359.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -869364.187500 Penalty: 4425.307617
	Iteration 26Q: 3 clusters Score -869364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -869365.500000 Penalty: 4425.307617
	Iteration 27Q: 3 clusters Score -869365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -869365.187500 Penalty: 4425.307617
	Iteration 28Q: 3 clusters Score -869365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -869366.687500 Penalty: 4425.307617
	Iteration 29Q: 3 clusters Score -869366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -869367.937500 Penalty: 4425.307617
	Iteration 30Q: 3 clusters Score -869367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -869371.250000 Penalty: 4425.307617
	Iteration 31Q: 3 clusters Score -869371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -869371.937500 Penalty: 4425.307617
	Iteration 32Q: 3 clusters Score -869371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -869372.812500 Penalty: 4425.307617
	Iteration 33Q: 3 clusters Score -869372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -869373.312500 Penalty: 4425.307617
	Iteration 34Q: 3 clusters Score -869373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -869378.375000 Penalty: 4425.307617
	Iteration 35Q: 3 clusters Score -869378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -869378.312500 Penalty: 4425.307617
	Iteration 36Q: 3 clusters Score -869378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -869380.375000 Penalty: 4425.307617
	Iteration 37Q: 3 clusters Score -869380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -869380.750000 Penalty: 4425.307617
	Iteration 38Q: 3 clusters Score -869380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -869382.625000 Penalty: 4425.307617
	Iteration 39Q: 3 clusters Score -869382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -869382.187500 Penalty: 4425.307617
	Iteration 40F: 3 clusters Score -869382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Entering Unmasked Estep 
Score: -580473.437500 Penalty: 2101.726318
	Iteration 0F: 2 clusters Score -580473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -576175.187500 Penalty: 4203.452637
	Iteration 0F: 3 clusters Score -576175.2 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -577163.500000 Penalty: 4203.452637
	Iteration 1F: 3 clusters Score -577163.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -577344.187500 Penalty: 4203.452637
	Iteration 2F: 3 clusters Score -577344.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -577440.125000 Penalty: 4203.452637
	Iteration 3Q: 3 clusters Score -577440.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -577499.812500 Penalty: 4203.452637
	Iteration 4Q: 3 clusters Score -577499.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -577551.250000 Penalty: 4203.452637
	Iteration 5Q: 3 clusters Score -577551.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -577594.187500 Penalty: 4203.452637
	Iteration 6Q: 3 clusters Score -577594.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -577631.687500 Penalty: 4203.452637
	Iteration 7Q: 3 clusters Score -577631.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -577671.500000 Penalty: 4203.452637
	Iteration 8Q: 3 clusters Score -577671.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -577702.687500 Penalty: 4203.452637
	Iteration 9Q: 3 clusters Score -577702.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -577728.187500 Penalty: 4203.452637
	Iteration 10Q: 3 clusters Score -577728.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -577756.000000 Penalty: 4203.452637
	Iteration 11Q: 3 clusters Score -577756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -577786.187500 Penalty: 4203.452637
	Iteration 12Q: 3 clusters Score -577786.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -577816.000000 Penalty: 4203.452637
	Iteration 13Q: 3 clusters Score -577816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -577851.875000 Penalty: 4203.452637
	Iteration 14Q: 3 clusters Score -577851.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -577902.562500 Penalty: 4203.452637
	Iteration 15Q: 3 clusters Score -577902.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -577955.937500 Penalty: 4203.452637
	Iteration 16Q: 3 clusters Score -577955.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -577999.000000 Penalty: 4203.452637
	Iteration 17Q: 3 clusters Score -577999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -578047.000000 Penalty: 4203.452637
	Iteration 18Q: 3 clusters Score -578047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -578096.000000 Penalty: 4203.452637
	Iteration 19Q: 3 clusters Score -578096 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -578139.437500 Penalty: 4203.452637
	Iteration 20F: 3 clusters Score -578139.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -578190.875000 Penalty: 4203.452637
	Iteration 21Q: 3 clusters Score -578190.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -578231.437500 Penalty: 4203.452637
	Iteration 22Q: 3 clusters Score -578231.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -578262.250000 Penalty: 4203.452637
	Iteration 23Q: 3 clusters Score -578262.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -578289.625000 Penalty: 4203.452637
	Iteration 24Q: 3 clusters Score -578289.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -578323.375000 Penalty: 4203.452637
	Iteration 25Q: 3 clusters Score -578323.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -578357.437500 Penalty: 4203.452637
	Iteration 26Q: 3 clusters Score -578357.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -578390.500000 Penalty: 4203.452637
	Iteration 27Q: 3 clusters Score -578390.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -578421.000000 Penalty: 4203.452637
	Iteration 28Q: 3 clusters Score -578421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -578444.875000 Penalty: 4203.452637
	Iteration 29Q: 3 clusters Score -578444.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -578484.187500 Penalty: 4203.452637
	Iteration 30Q: 3 clusters Score -578484.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -578517.187500 Penalty: 4203.452637
	Iteration 31Q: 3 clusters Score -578517.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -578536.500000 Penalty: 4203.452637
	Iteration 32Q: 3 clusters Score -578536.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -578558.375000 Penalty: 4203.452637
	Iteration 33Q: 3 clusters Score -578558.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -578584.375000 Penalty: 4203.452637
	Iteration 34Q: 3 clusters Score -578584.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -578615.437500 Penalty: 4203.452637
	Iteration 35Q: 3 clusters Score -578615.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -578648.250000 Penalty: 4203.452637
	Iteration 36Q: 3 clusters Score -578648.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -578675.750000 Penalty: 4203.452637
	Iteration 37Q: 3 clusters Score -578675.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -578715.000000 Penalty: 4203.452637
	Iteration 38Q: 3 clusters Score -578715 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -578765.375000 Penalty: 4203.452637
	Iteration 39Q: 3 clusters Score -578765.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -578822.875000 Penalty: 4203.452637
	Iteration 40F: 3 clusters Score -578822.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -578881.187500 Penalty: 4203.452637
	Iteration 41Q: 3 clusters Score -578881.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -578941.625000 Penalty: 4203.452637
	Iteration 42Q: 3 clusters Score -578941.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -578993.750000 Penalty: 4203.452637
	Iteration 43Q: 3 clusters Score -578993.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -579052.250000 Penalty: 4203.452637
	Iteration 44Q: 3 clusters Score -579052.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -579117.937500 Penalty: 4203.452637
	Iteration 45Q: 3 clusters Score -579117.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -579217.562500 Penalty: 4203.452637
	Iteration 46Q: 3 clusters Score -579217.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -579327.625000 Penalty: 4203.452637
	Iteration 47Q: 3 clusters Score -579327.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -579401.812500 Penalty: 4203.452637
	Iteration 48Q: 3 clusters Score -579401.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -579461.187500 Penalty: 4203.452637
	Iteration 49Q: 3 clusters Score -579461.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -579518.812500 Penalty: 4203.452637
	Iteration 50Q: 3 clusters Score -579518.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -579558.812500 Penalty: 4203.452637
	Iteration 51Q: 3 clusters Score -579558.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -579602.250000 Penalty: 4203.452637
	Iteration 52Q: 3 clusters Score -579602.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -579631.812500 Penalty: 4203.452637
	Iteration 53Q: 3 clusters Score -579631.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -579660.250000 Penalty: 4203.452637
	Iteration 54Q: 3 clusters Score -579660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -579674.000000 Penalty: 4203.452637
	Iteration 55Q: 3 clusters Score -579674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -579695.875000 Penalty: 4203.452637
	Iteration 56Q: 3 clusters Score -579695.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -579712.312500 Penalty: 4203.452637
	Iteration 57Q: 3 clusters Score -579712.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -579720.875000 Penalty: 4203.452637
	Iteration 58Q: 3 clusters Score -579720.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -579723.000000 Penalty: 4203.452637
	Iteration 59Q: 3 clusters Score -579723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -579752.125000 Penalty: 4203.452637
	Iteration 60F: 3 clusters Score -579752.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -579797.937500 Penalty: 4203.452637
	Iteration 61Q: 3 clusters Score -579797.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -579826.750000 Penalty: 4203.452637
	Iteration 62Q: 3 clusters Score -579826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -579847.625000 Penalty: 4203.452637
	Iteration 63Q: 3 clusters Score -579847.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -579860.875000 Penalty: 4203.452637
	Iteration 64Q: 3 clusters Score -579860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -579865.875000 Penalty: 4203.452637
	Iteration 65Q: 3 clusters Score -579865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -579872.250000 Penalty: 4203.452637
	Iteration 66Q: 3 clusters Score -579872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -579879.687500 Penalty: 4203.452637
	Iteration 67Q: 3 clusters Score -579879.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -579887.250000 Penalty: 4203.452637
	Iteration 68Q: 3 clusters Score -579887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -579891.562500 Penalty: 4203.452637
	Iteration 69Q: 3 clusters Score -579891.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -579894.500000 Penalty: 4203.452637
	Iteration 70Q: 3 clusters Score -579894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -579893.562500 Penalty: 4203.452637
	Iteration 71Q: 3 clusters Score -579893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -579897.562500 Penalty: 4203.452637
	Iteration 72F: 3 clusters Score -579897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -579898.312500 Penalty: 4203.452637
	Iteration 73Q: 3 clusters Score -579898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -579901.562500 Penalty: 4203.452637
	Iteration 74Q: 3 clusters Score -579901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -579901.625000 Penalty: 4203.452637
	Iteration 75Q: 3 clusters Score -579901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -579904.000000 Penalty: 4203.452637
	Iteration 76Q: 3 clusters Score -579904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -579905.750000 Penalty: 4203.452637
	Iteration 77Q: 3 clusters Score -579905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -579906.500000 Penalty: 4203.452637
	Iteration 78Q: 3 clusters Score -579906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -579906.500000 Penalty: 4203.452637
	Iteration 79F: 3 clusters Score -579906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Entering Unmasked Estep 
Score: -9083389.000000 Penalty: 2787.855469
	Iteration 0F: 2 clusters Score -9083389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -9032227.000000 Penalty: 5575.710938
	Iteration 0F: 3 clusters Score -9032227 nChanged 35588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -9052282.000000 Penalty: 5575.710938
	Iteration 1F: 3 clusters Score -9052282 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -9052835.000000 Penalty: 5575.710938
	Iteration 2Q: 3 clusters Score -9052835 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -9053446.000000 Penalty: 5575.710938
	Iteration 3Q: 3 clusters Score -9053446 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -9054087.000000 Penalty: 5575.710938
	Iteration 4Q: 3 clusters Score -9054087 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -9055086.000000 Penalty: 5575.710938
	Iteration 5Q: 3 clusters Score -9055086 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -9056690.000000 Penalty: 5575.710938
	Iteration 6Q: 3 clusters Score -9056690 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -9059491.000000 Penalty: 5575.710938
	Iteration 7F: 3 clusters Score -9059491 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -9063910.000000 Penalty: 5575.710938
	Iteration 8F: 3 clusters Score -9063910 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -9069778.000000 Penalty: 5575.710938
	Iteration 9F: 3 clusters Score -9069778 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -9075415.000000 Penalty: 5575.710938
	Iteration 10F: 3 clusters Score -9075415 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9078888.000000 Penalty: 5575.710938
	Iteration 11Q: 3 clusters Score -9078888 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9080226.000000 Penalty: 5575.710938
	Iteration 12Q: 3 clusters Score -9080226 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9080706.000000 Penalty: 5575.710938
	Iteration 13Q: 3 clusters Score -9080706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9080896.000000 Penalty: 5575.710938
	Iteration 14Q: 3 clusters Score -9080896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9080950.000000 Penalty: 5575.710938
	Iteration 15Q: 3 clusters Score -9080950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9080992.000000 Penalty: 5575.710938
	Iteration 16Q: 3 clusters Score -9080992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9081000.000000 Penalty: 5575.710938
	Iteration 17Q: 3 clusters Score -9081000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9081016.000000 Penalty: 5575.710938
	Iteration 18Q: 3 clusters Score -9081016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9081024.000000 Penalty: 5575.710938
	Iteration 19Q: 3 clusters Score -9081024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9081024.000000 Penalty: 5575.710938
	Iteration 20F: 3 clusters Score -9081024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9081031.000000 Penalty: 5575.710938
	Iteration 21Q: 3 clusters Score -9081031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9081029.000000 Penalty: 5575.710938
	Iteration 22Q: 3 clusters Score -9081029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9081029.000000 Penalty: 5575.710938
	Iteration 23F: 3 clusters Score -9081029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Entering Unmasked Estep 
Score: -2417644.500000 Penalty: 2442.127197
	Iteration 0F: 2 clusters Score -2417644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2404196.000000 Penalty: 4884.254395
	Iteration 0F: 3 clusters Score -2404196 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2408539.250000 Penalty: 4884.254395
	Iteration 1F: 3 clusters Score -2408539 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2408852.000000 Penalty: 4884.254395
	Iteration 2Q: 3 clusters Score -2408852 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2409098.000000 Penalty: 4884.254395
	Iteration 3Q: 3 clusters Score -2409098 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2409309.750000 Penalty: 4884.254395
	Iteration 4Q: 3 clusters Score -2409310 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2409527.250000 Penalty: 4884.254395
	Iteration 5Q: 3 clusters Score -2409527 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2409778.000000 Penalty: 4884.254395
	Iteration 6Q: 3 clusters Score -2409778 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2410127.250000 Penalty: 4884.254395
	Iteration 7Q: 3 clusters Score -2410127 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2410654.500000 Penalty: 4884.254395
	Iteration 8Q: 3 clusters Score -2410654 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2411408.750000 Penalty: 4884.254395
	Iteration 9F: 3 clusters Score -2411409 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2412367.750000 Penalty: 4884.254395
	Iteration 10F: 3 clusters Score -2412368 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2413399.500000 Penalty: 4884.254395
	Iteration 11F: 3 clusters Score -2413400 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2414229.000000 Penalty: 4884.254395
	Iteration 12Q: 3 clusters Score -2414229 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2414796.500000 Penalty: 4884.254395
	Iteration 13Q: 3 clusters Score -2414796 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2415092.750000 Penalty: 4884.254395
	Iteration 14Q: 3 clusters Score -2415093 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2415242.500000 Penalty: 4884.254395
	Iteration 15Q: 3 clusters Score -2415242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2415322.000000 Penalty: 4884.254395
	Iteration 16Q: 3 clusters Score -2415322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2415357.750000 Penalty: 4884.254395
	Iteration 17Q: 3 clusters Score -2415358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2415397.500000 Penalty: 4884.254395
	Iteration 18Q: 3 clusters Score -2415398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2415421.250000 Penalty: 4884.254395
	Iteration 19Q: 3 clusters Score -2415421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2415426.000000 Penalty: 4884.254395
	Iteration 20F: 3 clusters Score -2415426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2415440.250000 Penalty: 4884.254395
	Iteration 21Q: 3 clusters Score -2415440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2415447.000000 Penalty: 4884.254395
	Iteration 22Q: 3 clusters Score -2415447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2415457.000000 Penalty: 4884.254395
	Iteration 23Q: 3 clusters Score -2415457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2415463.000000 Penalty: 4884.254395
	Iteration 24Q: 3 clusters Score -2415463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2415468.000000 Penalty: 4884.254395
	Iteration 25Q: 3 clusters Score -2415468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2415470.750000 Penalty: 4884.254395
	Iteration 26Q: 3 clusters Score -2415471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2415473.000000 Penalty: 4884.254395
	Iteration 27Q: 3 clusters Score -2415473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2415473.000000 Penalty: 4884.254395
	Iteration 28F: 3 clusters Score -2415473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69250.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69250.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67661.984375 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67661.98 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67923.734375 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67923.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68000.382812 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -68000.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68049.664062 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -68049.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68067.960938 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -68067.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68080.281250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -68080.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68093.492188 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68093.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68117.984375 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -68117.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68145.921875 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68145.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68175.101562 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -68202.929688 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68202.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68212.554688 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -68212.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68226.593750 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -68226.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68231.187500 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -68231.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68242.031250 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -68242.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68248.171875 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -68248.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68248.171875 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -68248.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -604270.875000 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -604270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -599542.750000 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -599542.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -601010.062500 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -601010.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -601434.312500 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -601434.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -601744.250000 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -601744.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -601930.375000 Penalty: 4259.382812
	Iteration 4F: 3 clusters Score -601930.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -602080.125000 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -602080.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -602204.812500 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -602204.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -602299.375000 Penalty: 4259.382812
	Iteration 7Q: 3 clusters Score -602299.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -602365.500000 Penalty: 4259.382812
	Iteration 8Q: 3 clusters Score -602365.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -602416.687500 Penalty: 4259.382812
	Iteration 9Q: 3 clusters Score -602416.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -602460.250000 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -602460.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -602494.312500 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -602494.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -602522.500000 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -602522.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -602540.062500 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -602540.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -602560.500000 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -602560.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -602578.000000 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -602578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -602592.937500 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -602592.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -602613.750000 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -602613.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -602628.750000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -602628.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -602643.875000 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -602643.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -602658.500000 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -602658.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -602672.437500 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -602672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -602685.187500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -602685.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -602698.000000 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -602698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -602711.187500 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -602711.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -602727.312500 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -602727.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -602746.812500 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -602746.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -602768.937500 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -602768.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -602785.125000 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -602785.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -602797.062500 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -602797.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -602805.812500 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -602805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -602810.437500 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -602810.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -602821.625000 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -602821.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -602834.187500 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -602834.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -602845.250000 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -602845.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -602859.187500 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -602859.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -602874.000000 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -602874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -602894.375000 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -602894.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -602911.625000 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -602911.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -602928.437500 Penalty: 4259.382812
	Iteration 39Q: 3 clusters Score -602928.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -602948.187500 Penalty: 4259.382812
	Iteration 40F: 3 clusters Score -602948.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -602960.812500 Penalty: 4259.382812
	Iteration 41Q: 3 clusters Score -602960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -602974.187500 Penalty: 4259.382812
	Iteration 42Q: 3 clusters Score -602974.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -602988.062500 Penalty: 4259.382812
	Iteration 43Q: 3 clusters Score -602988.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -602999.062500 Penalty: 4259.382812
	Iteration 44Q: 3 clusters Score -602999.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -603006.187500 Penalty: 4259.382812
	Iteration 45Q: 3 clusters Score -603006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -603018.062500 Penalty: 4259.382812
	Iteration 46Q: 3 clusters Score -603018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -603020.375000 Penalty: 4259.382812
	Iteration 47Q: 3 clusters Score -603020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -603024.937500 Penalty: 4259.382812
	Iteration 48Q: 3 clusters Score -603024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -603034.562500 Penalty: 4259.382812
	Iteration 49Q: 3 clusters Score -603034.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -603038.375000 Penalty: 4259.382812
	Iteration 50Q: 3 clusters Score -603038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -603043.937500 Penalty: 4259.382812
	Iteration 51Q: 3 clusters Score -603043.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -603052.625000 Penalty: 4259.382812
	Iteration 52Q: 3 clusters Score -603052.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -603057.875000 Penalty: 4259.382812
	Iteration 53Q: 3 clusters Score -603057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -603064.375000 Penalty: 4259.382812
	Iteration 54Q: 3 clusters Score -603064.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -603067.937500 Penalty: 4259.382812
	Iteration 55Q: 3 clusters Score -603067.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -603072.937500 Penalty: 4259.382812
	Iteration 56Q: 3 clusters Score -603072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -603077.437500 Penalty: 4259.382812
	Iteration 57Q: 3 clusters Score -603077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -603080.812500 Penalty: 4259.382812
	Iteration 58Q: 3 clusters Score -603080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -603084.312500 Penalty: 4259.382812
	Iteration 59Q: 3 clusters Score -603084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -603090.375000 Penalty: 4259.382812
	Iteration 60F: 3 clusters Score -603090.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -603096.375000 Penalty: 4259.382812
	Iteration 61Q: 3 clusters Score -603096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -603102.312500 Penalty: 4259.382812
	Iteration 62Q: 3 clusters Score -603102.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -603110.125000 Penalty: 4259.382812
	Iteration 63Q: 3 clusters Score -603110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -603111.375000 Penalty: 4259.382812
	Iteration 64Q: 3 clusters Score -603111.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -603115.937500 Penalty: 4259.382812
	Iteration 65Q: 3 clusters Score -603115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -603120.875000 Penalty: 4259.382812
	Iteration 66Q: 3 clusters Score -603120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -603123.375000 Penalty: 4259.382812
	Iteration 67Q: 3 clusters Score -603123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -603128.687500 Penalty: 4259.382812
	Iteration 68Q: 3 clusters Score -603128.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -603134.687500 Penalty: 4259.382812
	Iteration 69Q: 3 clusters Score -603134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -603144.187500 Penalty: 4259.382812
	Iteration 70Q: 3 clusters Score -603144.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -603152.062500 Penalty: 4259.382812
	Iteration 71Q: 3 clusters Score -603152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -603161.437500 Penalty: 4259.382812
	Iteration 72Q: 3 clusters Score -603161.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -603168.750000 Penalty: 4259.382812
	Iteration 73Q: 3 clusters Score -603168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -603174.937500 Penalty: 4259.382812
	Iteration 74Q: 3 clusters Score -603174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -603180.375000 Penalty: 4259.382812
	Iteration 75Q: 3 clusters Score -603180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -603180.687500 Penalty: 4259.382812
	Iteration 76Q: 3 clusters Score -603180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -603182.125000 Penalty: 4259.382812
	Iteration 77Q: 3 clusters Score -603182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -603182.812500 Penalty: 4259.382812
	Iteration 78Q: 3 clusters Score -603182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -603183.437500 Penalty: 4259.382812
	Iteration 79Q: 3 clusters Score -603183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -603183.500000 Penalty: 4259.382812
	Iteration 80F: 3 clusters Score -603183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -603185.562500 Penalty: 4259.382812
	Iteration 81Q: 3 clusters Score -603185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -603186.875000 Penalty: 4259.382812
	Iteration 82Q: 3 clusters Score -603186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -603187.250000 Penalty: 4259.382812
	Iteration 83Q: 3 clusters Score -603187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -603187.187500 Penalty: 4259.382812
	Iteration 84Q: 3 clusters Score -603187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -603187.187500 Penalty: 4259.382812
	Iteration 85F: 3 clusters Score -603187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -336117.250000 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -336117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -333049.937500 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -333049.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -333595.250000 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -333595.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -333737.781250 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -333737.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -333828.937500 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -333828.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -333888.500000 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -333888.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -333941.500000 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -333941.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -333976.937500 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -333976.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -334009.000000 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -334009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -334032.093750 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -334032.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -334048.968750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -334049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -334061.000000 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -334061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -334069.718750 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -334069.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -334080.281250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -334080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -334086.187500 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -334086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -334090.812500 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -334090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -334094.937500 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -334094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -334099.125000 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -334099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -334099.843750 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -334099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -334100.937500 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -334100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -334100.625000 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -334100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -334100.625000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -334100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -792377.437500 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -792377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -786672.250000 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -786672.2 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -788092.187500 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -788092.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -788450.625000 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -788450.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -788834.312500 Penalty: 4376.383301
	Iteration 3F: 3 clusters Score -788834.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -789227.250000 Penalty: 4376.383301
	Iteration 4F: 3 clusters Score -789227.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -789617.937500 Penalty: 4376.383301
	Iteration 5F: 3 clusters Score -789617.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -790059.687500 Penalty: 4376.383301
	Iteration 6F: 3 clusters Score -790059.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -790446.187500 Penalty: 4376.383301
	Iteration 7F: 3 clusters Score -790446.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -790763.687500 Penalty: 4376.383301
	Iteration 8F: 3 clusters Score -790763.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -790966.062500 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -790966.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -791111.812500 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -791111.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -791217.062500 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -791217.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -791299.250000 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -791299.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -791357.375000 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -791357.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -791391.750000 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -791391.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -791422.937500 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -791422.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -791442.187500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -791442.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -791451.125000 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -791451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -791457.000000 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -791457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -791460.250000 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -791460.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -791466.687500 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -791466.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -791473.437500 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -791473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -791477.312500 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -791477.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -791482.312500 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -791482.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -791488.562500 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -791488.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -791492.437500 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -791492.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -791499.250000 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -791499.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -791503.062500 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -791503.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -791508.562500 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -791508.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -791509.937500 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -791509.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -791512.250000 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -791512.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -791515.812500 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -791515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -791516.625000 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -791516.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -791519.500000 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -791519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -791522.187500 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -791522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -791525.000000 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -791525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -791525.687500 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -791525.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -791529.187500 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -791529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -791531.125000 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -791531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -791530.250000 Penalty: 4376.383301
	Iteration 39Q: 3 clusters Score -791530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -791530.250000 Penalty: 4376.383301
	Iteration 40F: 3 clusters Score -791530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Entering Unmasked Estep 
Score: -1858274.250000 Penalty: 2392.979736
	Iteration 0F: 2 clusters Score -1858274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1847091.875000 Penalty: 4785.959473
	Iteration 0F: 3 clusters Score -1847092 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1850681.250000 Penalty: 4785.959473
	Iteration 1F: 3 clusters Score -1850681 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1851025.375000 Penalty: 4785.959473
	Iteration 2F: 3 clusters Score -1851025 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1851362.500000 Penalty: 4785.959473
	Iteration 3Q: 3 clusters Score -1851362 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1851654.000000 Penalty: 4785.959473
	Iteration 4Q: 3 clusters Score -1851654 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1851946.625000 Penalty: 4785.959473
	Iteration 5Q: 3 clusters Score -1851947 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1852251.500000 Penalty: 4785.959473
	Iteration 6Q: 3 clusters Score -1852252 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1852588.250000 Penalty: 4785.959473
	Iteration 7Q: 3 clusters Score -1852588 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1852920.500000 Penalty: 4785.959473
	Iteration 8Q: 3 clusters Score -1852920 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1853229.375000 Penalty: 4785.959473
	Iteration 9Q: 3 clusters Score -1853229 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1853510.375000 Penalty: 4785.959473
	Iteration 10Q: 3 clusters Score -1853510 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1853761.125000 Penalty: 4785.959473
	Iteration 11Q: 3 clusters Score -1853761 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1853937.875000 Penalty: 4785.959473
	Iteration 12Q: 3 clusters Score -1853938 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1854060.250000 Penalty: 4785.959473
	Iteration 13Q: 3 clusters Score -1854060 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1854134.250000 Penalty: 4785.959473
	Iteration 14Q: 3 clusters Score -1854134 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1854184.375000 Penalty: 4785.959473
	Iteration 15Q: 3 clusters Score -1854184 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1854218.500000 Penalty: 4785.959473
	Iteration 16Q: 3 clusters Score -1854218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1854235.500000 Penalty: 4785.959473
	Iteration 17Q: 3 clusters Score -1854236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1854244.625000 Penalty: 4785.959473
	Iteration 18Q: 3 clusters Score -1854245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1854266.875000 Penalty: 4785.959473
	Iteration 19Q: 3 clusters Score -1854267 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1854283.250000 Penalty: 4785.959473
	Iteration 20F: 3 clusters Score -1854283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1854299.000000 Penalty: 4785.959473
	Iteration 21Q: 3 clusters Score -1854299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1854311.625000 Penalty: 4785.959473
	Iteration 22Q: 3 clusters Score -1854312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1854315.875000 Penalty: 4785.959473
	Iteration 23Q: 3 clusters Score -1854316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1854327.875000 Penalty: 4785.959473
	Iteration 24Q: 3 clusters Score -1854328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1854336.000000 Penalty: 4785.959473
	Iteration 25Q: 3 clusters Score -1854336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1854345.000000 Penalty: 4785.959473
	Iteration 26Q: 3 clusters Score -1854345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1854365.250000 Penalty: 4785.959473
	Iteration 27Q: 3 clusters Score -1854365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1854376.625000 Penalty: 4785.959473
	Iteration 28Q: 3 clusters Score -1854377 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1854382.625000 Penalty: 4785.959473
	Iteration 29Q: 3 clusters Score -1854383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1854392.250000 Penalty: 4785.959473
	Iteration 30Q: 3 clusters Score -1854392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1854396.375000 Penalty: 4785.959473
	Iteration 31Q: 3 clusters Score -1854396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1854405.375000 Penalty: 4785.959473
	Iteration 32Q: 3 clusters Score -1854405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1854410.750000 Penalty: 4785.959473
	Iteration 33Q: 3 clusters Score -1854411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1854424.875000 Penalty: 4785.959473
	Iteration 34Q: 3 clusters Score -1854425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1854432.375000 Penalty: 4785.959473
	Iteration 35Q: 3 clusters Score -1854432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1854443.125000 Penalty: 4785.959473
	Iteration 36Q: 3 clusters Score -1854443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1854457.625000 Penalty: 4785.959473
	Iteration 37Q: 3 clusters Score -1854458 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1854463.250000 Penalty: 4785.959473
	Iteration 38Q: 3 clusters Score -1854463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1854475.250000 Penalty: 4785.959473
	Iteration 39Q: 3 clusters Score -1854475 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1854484.250000 Penalty: 4785.959473
	Iteration 40F: 3 clusters Score -1854484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1854499.000000 Penalty: 4785.959473
	Iteration 41Q: 3 clusters Score -1854499 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1854512.625000 Penalty: 4785.959473
	Iteration 42Q: 3 clusters Score -1854513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1854529.000000 Penalty: 4785.959473
	Iteration 43Q: 3 clusters Score -1854529 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1854548.125000 Penalty: 4785.959473
	Iteration 44Q: 3 clusters Score -1854548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1854559.500000 Penalty: 4785.959473
	Iteration 45Q: 3 clusters Score -1854560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1854576.250000 Penalty: 4785.959473
	Iteration 46Q: 3 clusters Score -1854576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1854586.750000 Penalty: 4785.959473
	Iteration 47Q: 3 clusters Score -1854587 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1854598.500000 Penalty: 4785.959473
	Iteration 48Q: 3 clusters Score -1854598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1854608.250000 Penalty: 4785.959473
	Iteration 49Q: 3 clusters Score -1854608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1854612.750000 Penalty: 4785.959473
	Iteration 50Q: 3 clusters Score -1854613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1854626.250000 Penalty: 4785.959473
	Iteration 51Q: 3 clusters Score -1854626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1854633.500000 Penalty: 4785.959473
	Iteration 52Q: 3 clusters Score -1854634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1854643.125000 Penalty: 4785.959473
	Iteration 53Q: 3 clusters Score -1854643 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1854652.000000 Penalty: 4785.959473
	Iteration 54Q: 3 clusters Score -1854652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1854664.250000 Penalty: 4785.959473
	Iteration 55Q: 3 clusters Score -1854664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1854682.500000 Penalty: 4785.959473
	Iteration 56Q: 3 clusters Score -1854682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1854705.125000 Penalty: 4785.959473
	Iteration 57Q: 3 clusters Score -1854705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1854732.000000 Penalty: 4785.959473
	Iteration 58Q: 3 clusters Score -1854732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1854758.000000 Penalty: 4785.959473
	Iteration 59Q: 3 clusters Score -1854758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1854782.625000 Penalty: 4785.959473
	Iteration 60F: 3 clusters Score -1854783 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1854812 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1854835 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1854861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1854905.875000 Penalty: 4785.959473
	Iteration 64Q: 3 clusters Score -1854906 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1854936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1854971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1854993 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1855023 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1855052 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1855089 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1855115 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1855137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1855170 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1855199 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1855210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1855234 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1855254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1855268 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1855290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1855308.125000 Penalty: 4785.959473
	Iteration 80F: 3 clusters Score -1855308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1855330 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1855355.000000 Penalty: 4785.959473
	Iteration 82Q: 3 clusters Score -1855355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1855376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1855405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1855428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1855450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1855477 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1855503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1855527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1855553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1855566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1855584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1855601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1855622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1855646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1855669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1855692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1855710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1855731.375000 Penalty: 4785.959473
	Iteration 99Q: 3 clusters Score -1855731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1855750.500000 Penalty: 4785.959473
	Iteration 100F: 3 clusters Score -1855750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1855776.125000 Penalty: 4785.959473
	Iteration 101Q: 3 clusters Score -1855776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1855792.125000 Penalty: 4785.959473
	Iteration 102Q: 3 clusters Score -1855792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1855812.750000 Penalty: 4785.959473
	Iteration 103Q: 3 clusters Score -1855813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1855837.625000 Penalty: 4785.959473
	Iteration 104Q: 3 clusters Score -1855838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1855854.500000 Penalty: 4785.959473
	Iteration 105Q: 3 clusters Score -1855854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1855878.375000 Penalty: 4785.959473
	Iteration 106Q: 3 clusters Score -1855878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1855899.875000 Penalty: 4785.959473
	Iteration 107Q: 3 clusters Score -1855900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1855921.625000 Penalty: 4785.959473
	Iteration 108Q: 3 clusters Score -1855922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1855939.500000 Penalty: 4785.959473
	Iteration 109Q: 3 clusters Score -1855940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1855965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1855975.750000 Penalty: 4785.959473
	Iteration 111Q: 3 clusters Score -1855976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1855985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1855991.750000 Penalty: 4785.959473
	Iteration 113Q: 3 clusters Score -1855992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1856002.875000 Penalty: 4785.959473
	Iteration 114Q: 3 clusters Score -1856003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1856014.250000 Penalty: 4785.959473
	Iteration 115Q: 3 clusters Score -1856014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1856023.000000 Penalty: 4785.959473
	Iteration 116Q: 3 clusters Score -1856023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1856030.625000 Penalty: 4785.959473
	Iteration 117Q: 3 clusters Score -1856031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1856042.125000 Penalty: 4785.959473
	Iteration 118Q: 3 clusters Score -1856042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1856044.500000 Penalty: 4785.959473
	Iteration 119Q: 3 clusters Score -1856044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1856054.375000 Penalty: 4785.959473
	Iteration 120F: 3 clusters Score -1856054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1856064.000000 Penalty: 4785.959473
	Iteration 121Q: 3 clusters Score -1856064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1856069.375000 Penalty: 4785.959473
	Iteration 122Q: 3 clusters Score -1856069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1856077.500000 Penalty: 4785.959473
	Iteration 123Q: 3 clusters Score -1856078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1856084.000000 Penalty: 4785.959473
	Iteration 124Q: 3 clusters Score -1856084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1856086.250000 Penalty: 4785.959473
	Iteration 125Q: 3 clusters Score -1856086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1856090.625000 Penalty: 4785.959473
	Iteration 126Q: 3 clusters Score -1856091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1856090.125000 Penalty: 4785.959473
	Iteration 127Q: 3 clusters Score -1856090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1856096.750000 Penalty: 4785.959473
	Iteration 128Q: 3 clusters Score -1856097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1856100.000000 Penalty: 4785.959473
	Iteration 129Q: 3 clusters Score -1856100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1856109.500000 Penalty: 4785.959473
	Iteration 130Q: 3 clusters Score -1856110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1856116.375000 Penalty: 4785.959473
	Iteration 131Q: 3 clusters Score -1856116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1856119.625000 Penalty: 4785.959473
	Iteration 132Q: 3 clusters Score -1856120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1856122.375000 Penalty: 4785.959473
	Iteration 133Q: 3 clusters Score -1856122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1856121.500000 Penalty: 4785.959473
	Iteration 134Q: 3 clusters Score -1856122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1856129.750000 Penalty: 4785.959473
	Iteration 135Q: 3 clusters Score -1856130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1856133.000000 Penalty: 4785.959473
	Iteration 136Q: 3 clusters Score -1856133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1856137.000000 Penalty: 4785.959473
	Iteration 137Q: 3 clusters Score -1856137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1856137.500000 Penalty: 4785.959473
	Iteration 138Q: 3 clusters Score -1856138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1856140.625000 Penalty: 4785.959473
	Iteration 139Q: 3 clusters Score -1856141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1856139.000000 Penalty: 4785.959473
	Iteration 140F: 3 clusters Score -1856139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1856143.000000 Penalty: 4785.959473
	Iteration 141Q: 3 clusters Score -1856143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1856144.250000 Penalty: 4785.959473
	Iteration 142Q: 3 clusters Score -1856144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1856148.625000 Penalty: 4785.959473
	Iteration 143Q: 3 clusters Score -1856149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1856150.125000 Penalty: 4785.959473
	Iteration 144Q: 3 clusters Score -1856150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1856153.750000 Penalty: 4785.959473
	Iteration 145Q: 3 clusters Score -1856154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1856153.125000 Penalty: 4785.959473
	Iteration 146Q: 3 clusters Score -1856153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1856157.500000 Penalty: 4785.959473
	Iteration 147Q: 3 clusters Score -1856158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1856159.875000 Penalty: 4785.959473
	Iteration 148Q: 3 clusters Score -1856160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1856161.625000 Penalty: 4785.959473
	Iteration 149Q: 3 clusters Score -1856162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1856161.250000 Penalty: 4785.959473
	Iteration 150Q: 3 clusters Score -1856161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1856161.250000 Penalty: 4785.959473
	Iteration 151F: 3 clusters Score -1856161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Entering Unmasked Estep 
Score: -20263344.000000 Penalty: 2977.222168
	Iteration 0F: 2 clusters Score -2.026334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -20154930.000000 Penalty: 5954.444336
	Iteration 0F: 3 clusters Score -2.015493e+07 nChanged 78377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -20200594.000000 Penalty: 5954.444336
	Iteration 1F: 3 clusters Score -2.020059e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -20201380.000000 Penalty: 5954.444336
	Iteration 2Q: 3 clusters Score -2.020138e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74470 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -20202674.000000 Penalty: 5954.444336
	Iteration 3Q: 3 clusters Score -2.020267e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -20204458.000000 Penalty: 5954.444336
	Iteration 4Q: 3 clusters Score -2.020446e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -20207304.000000 Penalty: 5954.444336
	Iteration 5Q: 3 clusters Score -2.02073e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 108488 members 
Entering Unmasked Estep 
Score: -20212318.000000 Penalty: 5954.444336
	Iteration 6F: 3 clusters Score -2.021232e+07 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 120370 members 
Entering Unmasked Estep 
Score: -20221002.000000 Penalty: 5954.444336
	Iteration 7F: 3 clusters Score -2.0221e+07 nChanged 14185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -20233686.000000 Penalty: 5954.444336
	Iteration 8F: 3 clusters Score -2.023369e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 147673 members 
Entering Unmasked Estep 
Score: -20246906.000000 Penalty: 5954.444336
	Iteration 9F: 3 clusters Score -2.024691e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -20255546.000000 Penalty: 5954.444336
	Iteration 10F: 3 clusters Score -2.025555e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 161146 members 
Entering Unmasked Estep 
Score: -20259072.000000 Penalty: 5954.444336
	Iteration 11Q: 3 clusters Score -2.025907e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 162653 members 
Entering Unmasked Estep 
Score: -20260228.000000 Penalty: 5954.444336
	Iteration 12Q: 3 clusters Score -2.026023e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -20260478.000000 Penalty: 5954.444336
	Iteration 13Q: 3 clusters Score -2.026048e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -20260666.000000 Penalty: 5954.444336
	Iteration 14Q: 3 clusters Score -2.026067e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -20260712.000000 Penalty: 5954.444336
	Iteration 15Q: 3 clusters Score -2.026071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -20260758.000000 Penalty: 5954.444336
	Iteration 16Q: 3 clusters Score -2.026076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163297 members 
Entering Unmasked Estep 
Score: -20260790.000000 Penalty: 5954.444336
	Iteration 17Q: 3 clusters Score -2.026079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -20260816.000000 Penalty: 5954.444336
	Iteration 18Q: 3 clusters Score -2.026082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -20260828.000000 Penalty: 5954.444336
	Iteration 19Q: 3 clusters Score -2.026083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -20260840.000000 Penalty: 5954.444336
	Iteration 20F: 3 clusters Score -2.026084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 163307 members 
Entering Unmasked Estep 
Score: -20260858.000000 Penalty: 5954.444336
	Iteration 21Q: 3 clusters Score -2.026086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -20260844.000000 Penalty: 5954.444336
	Iteration 22Q: 3 clusters Score -2.026084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -20260850.000000 Penalty: 5954.444336
	Iteration 23Q: 3 clusters Score -2.026085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -20260854.000000 Penalty: 5954.444336
	Iteration 24Q: 3 clusters Score -2.026085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -20260854.000000 Penalty: 5954.444336
	Iteration 25F: 3 clusters Score -2.026085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Entering Unmasked Estep 
Score: -1651676.750000 Penalty: 2360.876221
	Iteration 0F: 2 clusters Score -1651677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1641635.750000 Penalty: 4721.752441
	Iteration 0F: 3 clusters Score -1641636 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1644643.750000 Penalty: 4721.752441
	Iteration 1F: 3 clusters Score -1644644 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1645164.500000 Penalty: 4721.752441
	Iteration 2F: 3 clusters Score -1645164 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1645574.000000 Penalty: 4721.752441
	Iteration 3F: 3 clusters Score -1645574 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1645920.500000 Penalty: 4721.752441
	Iteration 4F: 3 clusters Score -1645920 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1646226.750000 Penalty: 4721.752441
	Iteration 5Q: 3 clusters Score -1646227 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1646559.625000 Penalty: 4721.752441
	Iteration 6Q: 3 clusters Score -1646560 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1646871.125000 Penalty: 4721.752441
	Iteration 7Q: 3 clusters Score -1646871 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1647154.000000 Penalty: 4721.752441
	Iteration 8Q: 3 clusters Score -1647154 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1647411.375000 Penalty: 4721.752441
	Iteration 9Q: 3 clusters Score -1647411 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1647652.000000 Penalty: 4721.752441
	Iteration 10Q: 3 clusters Score -1647652 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1647883.500000 Penalty: 4721.752441
	Iteration 11Q: 3 clusters Score -1647884 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1648059.750000 Penalty: 4721.752441
	Iteration 12Q: 3 clusters Score -1648060 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1648202.500000 Penalty: 4721.752441
	Iteration 13Q: 3 clusters Score -1648202 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1648313.375000 Penalty: 4721.752441
	Iteration 14Q: 3 clusters Score -1648313 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1648416.625000 Penalty: 4721.752441
	Iteration 15Q: 3 clusters Score -1648417 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1648495.375000 Penalty: 4721.752441
	Iteration 16Q: 3 clusters Score -1648495 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1648552.500000 Penalty: 4721.752441
	Iteration 17Q: 3 clusters Score -1648552 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1648615.500000 Penalty: 4721.752441
	Iteration 18Q: 3 clusters Score -1648616 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1648681.375000 Penalty: 4721.752441
	Iteration 19Q: 3 clusters Score -1648681 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1648731.875000 Penalty: 4721.752441
	Iteration 20F: 3 clusters Score -1648732 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1648784.500000 Penalty: 4721.752441
	Iteration 21Q: 3 clusters Score -1648784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1648836.125000 Penalty: 4721.752441
	Iteration 22Q: 3 clusters Score -1648836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1648878.125000 Penalty: 4721.752441
	Iteration 23Q: 3 clusters Score -1648878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1648927.250000 Penalty: 4721.752441
	Iteration 24Q: 3 clusters Score -1648927 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1648985.250000 Penalty: 4721.752441
	Iteration 25Q: 3 clusters Score -1648985 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1649040.000000 Penalty: 4721.752441
	Iteration 26Q: 3 clusters Score -1649040 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1649108.375000 Penalty: 4721.752441
	Iteration 27Q: 3 clusters Score -1649108 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1649173.250000 Penalty: 4721.752441
	Iteration 28Q: 3 clusters Score -1649173 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1649254.875000 Penalty: 4721.752441
	Iteration 29Q: 3 clusters Score -1649255 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1649337.250000 Penalty: 4721.752441
	Iteration 30Q: 3 clusters Score -1649337 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1649441.250000 Penalty: 4721.752441
	Iteration 31Q: 3 clusters Score -1649441 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1649557.500000 Penalty: 4721.752441
	Iteration 32Q: 3 clusters Score -1649558 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1649676.500000 Penalty: 4721.752441
	Iteration 33Q: 3 clusters Score -1649676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1649790.500000 Penalty: 4721.752441
	Iteration 34Q: 3 clusters Score -1649790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1649881.250000 Penalty: 4721.752441
	Iteration 35Q: 3 clusters Score -1649881 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1649972.125000 Penalty: 4721.752441
	Iteration 36Q: 3 clusters Score -1649972 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1650049.625000 Penalty: 4721.752441
	Iteration 37Q: 3 clusters Score -1650050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1650113.125000 Penalty: 4721.752441
	Iteration 38Q: 3 clusters Score -1650113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1650162.750000 Penalty: 4721.752441
	Iteration 39Q: 3 clusters Score -1650163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1650197.500000 Penalty: 4721.752441
	Iteration 40F: 3 clusters Score -1650198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1650230.125000 Penalty: 4721.752441
	Iteration 41Q: 3 clusters Score -1650230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1650259.000000 Penalty: 4721.752441
	Iteration 42Q: 3 clusters Score -1650259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1650274.375000 Penalty: 4721.752441
	Iteration 43Q: 3 clusters Score -1650274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1650289.250000 Penalty: 4721.752441
	Iteration 44Q: 3 clusters Score -1650289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1650301.125000 Penalty: 4721.752441
	Iteration 45Q: 3 clusters Score -1650301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1650312.625000 Penalty: 4721.752441
	Iteration 46Q: 3 clusters Score -1650313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1650318.500000 Penalty: 4721.752441
	Iteration 47Q: 3 clusters Score -1650318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1650323.875000 Penalty: 4721.752441
	Iteration 48Q: 3 clusters Score -1650324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1650327.250000 Penalty: 4721.752441
	Iteration 49Q: 3 clusters Score -1650327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1650330.125000 Penalty: 4721.752441
	Iteration 50Q: 3 clusters Score -1650330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1650336.250000 Penalty: 4721.752441
	Iteration 51Q: 3 clusters Score -1650336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1650340.875000 Penalty: 4721.752441
	Iteration 52Q: 3 clusters Score -1650341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1650341.875000 Penalty: 4721.752441
	Iteration 53Q: 3 clusters Score -1650342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1650343.375000 Penalty: 4721.752441
	Iteration 54Q: 3 clusters Score -1650343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1650345.250000 Penalty: 4721.752441
	Iteration 55Q: 3 clusters Score -1650345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1650350.500000 Penalty: 4721.752441
	Iteration 56Q: 3 clusters Score -1650350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1650355.875000 Penalty: 4721.752441
	Iteration 57Q: 3 clusters Score -1650356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1650358.750000 Penalty: 4721.752441
	Iteration 58Q: 3 clusters Score -1650359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1650360.250000 Penalty: 4721.752441
	Iteration 59Q: 3 clusters Score -1650360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1650363.250000 Penalty: 4721.752441
	Iteration 60F: 3 clusters Score -1650363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1650363.750000 Penalty: 4721.752441
	Iteration 61Q: 3 clusters Score -1650364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1650373.750000 Penalty: 4721.752441
	Iteration 62Q: 3 clusters Score -1650374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1650383.250000 Penalty: 4721.752441
	Iteration 63Q: 3 clusters Score -1650383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1650395.250000 Penalty: 4721.752441
	Iteration 64Q: 3 clusters Score -1650395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1650401.000000 Penalty: 4721.752441
	Iteration 65Q: 3 clusters Score -1650401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1650410.000000 Penalty: 4721.752441
	Iteration 66Q: 3 clusters Score -1650410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1650416.375000 Penalty: 4721.752441
	Iteration 67Q: 3 clusters Score -1650416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1650419.500000 Penalty: 4721.752441
	Iteration 68Q: 3 clusters Score -1650420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1650423.750000 Penalty: 4721.752441
	Iteration 69Q: 3 clusters Score -1650424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1650430.125000 Penalty: 4721.752441
	Iteration 70Q: 3 clusters Score -1650430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1650433.250000 Penalty: 4721.752441
	Iteration 71Q: 3 clusters Score -1650433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1650436.000000 Penalty: 4721.752441
	Iteration 72Q: 3 clusters Score -1650436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1650435.250000 Penalty: 4721.752441
	Iteration 73Q: 3 clusters Score -1650435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1650438.375000 Penalty: 4721.752441
	Iteration 74Q: 3 clusters Score -1650438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1650440.500000 Penalty: 4721.752441
	Iteration 75Q: 3 clusters Score -1650440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1650440.000000 Penalty: 4721.752441
	Iteration 76Q: 3 clusters Score -1650440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1650440.000000 Penalty: 4721.752441
	Iteration 77F: 3 clusters Score -1650440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (218578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218578 members 
Entering Unmasked Estep 
Score: -26771936.000000 Penalty: 3049.134766
	Iteration 0F: 2 clusters Score -2.677194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108951 members 
Mstep: Class 2 contains 109627 members 
Entering Unmasked Estep 
Score: -26628518.000000 Penalty: 6098.269531
	Iteration 0F: 3 clusters Score -2.662852e+07 nChanged 105406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
Score: -26690360.000000 Penalty: 6098.269531
	Iteration 1F: 3 clusters Score -2.669036e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -26691984.000000 Penalty: 6098.269531
	Iteration 2Q: 3 clusters Score -2.669198e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 127072 members 
Entering Unmasked Estep 
Score: -26694590.000000 Penalty: 6098.269531
	Iteration 3Q: 3 clusters Score -2.669459e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -26699178.000000 Penalty: 6098.269531
	Iteration 4Q: 3 clusters Score -2.669918e+07 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 149131 members 
Entering Unmasked Estep 
Score: -26707696.000000 Penalty: 6098.269531
	Iteration 5F: 3 clusters Score -2.67077e+07 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 166464 members 
Entering Unmasked Estep 
Score: -26721758.000000 Penalty: 6098.269531
	Iteration 6F: 3 clusters Score -2.672176e+07 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 185792 members 
Entering Unmasked Estep 
Score: -26739322.000000 Penalty: 6098.269531
	Iteration 7F: 3 clusters Score -2.673932e+07 nChanged 16394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 202186 members 
Entering Unmasked Estep 
Score: -26754368.000000 Penalty: 6098.269531
	Iteration 8F: 3 clusters Score -2.675437e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 212059 members 
Entering Unmasked Estep 
Score: -26763468.000000 Penalty: 6098.269531
	Iteration 9Q: 3 clusters Score -2.676347e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 216365 members 
Entering Unmasked Estep 
Score: -26767204.000000 Penalty: 6098.269531
	Iteration 10Q: 3 clusters Score -2.67672e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 217712 members 
Entering Unmasked Estep 
Score: -26768520.000000 Penalty: 6098.269531
	Iteration 11Q: 3 clusters Score -2.676852e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 218079 members 
Entering Unmasked Estep 
Score: -26768800.000000 Penalty: 6098.269531
	Iteration 12Q: 3 clusters Score -2.67688e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218194 members 
Entering Unmasked Estep 
Score: -26768956.000000 Penalty: 6098.269531
	Iteration 13Q: 3 clusters Score -2.676896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 218233 members 
Entering Unmasked Estep 
Score: -26769010.000000 Penalty: 6098.269531
	Iteration 14Q: 3 clusters Score -2.676901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 218253 members 
Entering Unmasked Estep 
Score: -26769046.000000 Penalty: 6098.269531
	Iteration 15Q: 3 clusters Score -2.676905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 218266 members 
Entering Unmasked Estep 
Score: -26769064.000000 Penalty: 6098.269531
	Iteration 16Q: 3 clusters Score -2.676906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 218271 members 
Entering Unmasked Estep 
Score: -26769084.000000 Penalty: 6098.269531
	Iteration 17Q: 3 clusters Score -2.676908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218278 members 
Entering Unmasked Estep 
Score: -26769122.000000 Penalty: 6098.269531
	Iteration 18Q: 3 clusters Score -2.676912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 218277 members 
Entering Unmasked Estep 
Score: -26769146.000000 Penalty: 6098.269531
	Iteration 19Q: 3 clusters Score -2.676915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 218277 members 
Entering Unmasked Estep 
Score: -26769136.000000 Penalty: 6098.269531
	Iteration 20F: 3 clusters Score -2.676914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 218279 members 
Entering Unmasked Estep 
Score: -26769136.000000 Penalty: 6098.269531
	Iteration 21Q: 3 clusters Score -2.676914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 218284 members 
Entering Unmasked Estep 
Score: -26769164.000000 Penalty: 6098.269531
	Iteration 22Q: 3 clusters Score -2.676916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 218283 members 
Entering Unmasked Estep 
Score: -26769152.000000 Penalty: 6098.269531
	Iteration 23Q: 3 clusters Score -2.676915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 218285 members 
Entering Unmasked Estep 
Score: -26769162.000000 Penalty: 6098.269531
	Iteration 24Q: 3 clusters Score -2.676916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 218287 members 
Entering Unmasked Estep 
Score: -26769170.000000 Penalty: 6098.269531
	Iteration 25Q: 3 clusters Score -2.676917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 218288 members 
Entering Unmasked Estep 
Score: -26769166.000000 Penalty: 6098.269531
	Iteration 26Q: 3 clusters Score -2.676917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218290 members 
Entering Unmasked Estep 
Score: -26769178.000000 Penalty: 6098.269531
	Iteration 27Q: 3 clusters Score -2.676918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 218293 members 
Entering Unmasked Estep 
Score: -26769198.000000 Penalty: 6098.269531
	Iteration 28Q: 3 clusters Score -2.67692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218295 members 
Entering Unmasked Estep 
Score: -26769202.000000 Penalty: 6098.269531
	Iteration 29Q: 3 clusters Score -2.67692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218297 members 
Entering Unmasked Estep 
Score: -26769218.000000 Penalty: 6098.269531
	Iteration 30Q: 3 clusters Score -2.676922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 218297 members 
Entering Unmasked Estep 
Score: -26769228.000000 Penalty: 6098.269531
	Iteration 31Q: 3 clusters Score -2.676923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 218296 members 
Entering Unmasked Estep 
Score: -26769228.000000 Penalty: 6098.269531
	Iteration 32Q: 3 clusters Score -2.676923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218295 members 
Entering Unmasked Estep 
Score: -26769228.000000 Penalty: 6098.269531
	Iteration 33Q: 3 clusters Score -2.676923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 218295 members 
Entering Unmasked Estep 
Score: -26769228.000000 Penalty: 6098.269531
	Iteration 34F: 3 clusters Score -2.676923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122605.023438 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122605 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 587 members 
Entering Unmasked Estep 
Score: -120602.468750 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120602.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -120995.023438 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -120995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121218.812500 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121218.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -121394.406250 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -121394.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -121533.054688 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -121533.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -121675.734375 Penalty: 3507.921387
	Iteration 5F: 3 clusters Score -121675.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -121816.984375 Penalty: 3507.921387
	Iteration 6F: 3 clusters Score -121817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -121968.062500 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -121968.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122126.601562 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -122126.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122191.304688 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -122191.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122255.765625 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -122255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122318.601562 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -122318.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122344.968750 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -122345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122351.468750 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -122351.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122354.609375 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -122354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122357.140625 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -122357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122357.718750 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -122357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122357.718750 Penalty: 3507.921387
	Iteration 17F: 3 clusters Score -122357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (197822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197822 members 
Entering Unmasked Estep 
Score: -24191810.000000 Penalty: 3024.390381
	Iteration 0F: 2 clusters Score -2.419181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -24063394.000000 Penalty: 6048.780762
	Iteration 0F: 3 clusters Score -2.406339e+07 nChanged 95147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -24118428.000000 Penalty: 6048.780762
	Iteration 1F: 3 clusters Score -2.411843e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -24119338.000000 Penalty: 6048.780762
	Iteration 2Q: 3 clusters Score -2.411934e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102325 members 
Mstep: Class 2 contains 95497 members 
Entering Unmasked Estep 
Score: -24120724.000000 Penalty: 6048.780762
	Iteration 3Q: 3 clusters Score -2.412072e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -24122458.000000 Penalty: 6048.780762
	Iteration 4Q: 3 clusters Score -2.412246e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -24125252.000000 Penalty: 6048.780762
	Iteration 5Q: 3 clusters Score -2.412525e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -24129594.000000 Penalty: 6048.780762
	Iteration 6Q: 3 clusters Score -2.412959e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -24135774.000000 Penalty: 6048.780762
	Iteration 7Q: 3 clusters Score -2.413577e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -24144410.000000 Penalty: 6048.780762
	Iteration 8F: 3 clusters Score -2.414441e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -24154830.000000 Penalty: 6048.780762
	Iteration 9F: 3 clusters Score -2.415483e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -24164108.000000 Penalty: 6048.780762
	Iteration 10F: 3 clusters Score -2.416411e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112323 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -24170292.000000 Penalty: 6048.780762
	Iteration 11F: 3 clusters Score -2.417029e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -24172860.000000 Penalty: 6048.780762
	Iteration 12Q: 3 clusters Score -2.417286e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -24174200.000000 Penalty: 6048.780762
	Iteration 13Q: 3 clusters Score -2.41742e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -24174904.000000 Penalty: 6048.780762
	Iteration 14Q: 3 clusters Score -2.41749e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109071 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -24175890.000000 Penalty: 6048.780762
	Iteration 15Q: 3 clusters Score -2.417589e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108349 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -24176512.000000 Penalty: 6048.780762
	Iteration 16Q: 3 clusters Score -2.417651e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -24177020.000000 Penalty: 6048.780762
	Iteration 17Q: 3 clusters Score -2.417702e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -24177540.000000 Penalty: 6048.780762
	Iteration 18Q: 3 clusters Score -2.417754e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -24177956.000000 Penalty: 6048.780762
	Iteration 19Q: 3 clusters Score -2.417796e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105625 members 
Mstep: Class 2 contains 92197 members 
Entering Unmasked Estep 
Score: -24178262.000000 Penalty: 6048.780762
	Iteration 20F: 3 clusters Score -2.417826e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104977 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -24178460.000000 Penalty: 6048.780762
	Iteration 21Q: 3 clusters Score -2.417846e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -24178736.000000 Penalty: 6048.780762
	Iteration 22Q: 3 clusters Score -2.417874e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -24178856.000000 Penalty: 6048.780762
	Iteration 23Q: 3 clusters Score -2.417886e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103147 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -24178996.000000 Penalty: 6048.780762
	Iteration 24Q: 3 clusters Score -2.4179e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102568 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -24179158.000000 Penalty: 6048.780762
	Iteration 25Q: 3 clusters Score -2.417916e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -24179250.000000 Penalty: 6048.780762
	Iteration 26Q: 3 clusters Score -2.417925e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101406 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -24179316.000000 Penalty: 6048.780762
	Iteration 27Q: 3 clusters Score -2.417932e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -24179372.000000 Penalty: 6048.780762
	Iteration 28Q: 3 clusters Score -2.417937e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -24179460.000000 Penalty: 6048.780762
	Iteration 29Q: 3 clusters Score -2.417946e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -24179502.000000 Penalty: 6048.780762
	Iteration 30Q: 3 clusters Score -2.41795e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -24179548.000000 Penalty: 6048.780762
	Iteration 31Q: 3 clusters Score -2.417955e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98486 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -24179616.000000 Penalty: 6048.780762
	Iteration 32Q: 3 clusters Score -2.417962e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 99956 members 
Entering Unmasked Estep 
Score: -24179588.000000 Penalty: 6048.780762
	Iteration 33Q: 3 clusters Score -2.417959e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 100589 members 
Entering Unmasked Estep 
Score: -24179670.000000 Penalty: 6048.780762
	Iteration 34Q: 3 clusters Score -2.417967e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -24179646.000000 Penalty: 6048.780762
	Iteration 35Q: 3 clusters Score -2.417965e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 101991 members 
Entering Unmasked Estep 
Score: -24179640.000000 Penalty: 6048.780762
	Iteration 36Q: 3 clusters Score -2.417964e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95151 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -24179706.000000 Penalty: 6048.780762
	Iteration 37Q: 3 clusters Score -2.417971e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94477 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -24179780.000000 Penalty: 6048.780762
	Iteration 38Q: 3 clusters Score -2.417978e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -24179812.000000 Penalty: 6048.780762
	Iteration 39Q: 3 clusters Score -2.417981e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93096 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -24179880.000000 Penalty: 6048.780762
	Iteration 40F: 3 clusters Score -2.417988e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -24180022.000000 Penalty: 6048.780762
	Iteration 41Q: 3 clusters Score -2.418002e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -24180066.000000 Penalty: 6048.780762
	Iteration 42Q: 3 clusters Score -2.418007e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 106848 members 
Entering Unmasked Estep 
Score: -24180046.000000 Penalty: 6048.780762
	Iteration 43Q: 3 clusters Score -2.418005e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -24180080.000000 Penalty: 6048.780762
	Iteration 44Q: 3 clusters Score -2.418008e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -24180176.000000 Penalty: 6048.780762
	Iteration 45Q: 3 clusters Score -2.418018e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 109088 members 
Entering Unmasked Estep 
Score: -24180172.000000 Penalty: 6048.780762
	Iteration 46Q: 3 clusters Score -2.418017e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 109896 members 
Entering Unmasked Estep 
Score: -24180286.000000 Penalty: 6048.780762
	Iteration 47Q: 3 clusters Score -2.418029e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -24180400.000000 Penalty: 6048.780762
	Iteration 48Q: 3 clusters Score -2.41804e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 111589 members 
Entering Unmasked Estep 
Score: -24180554.000000 Penalty: 6048.780762
	Iteration 49Q: 3 clusters Score -2.418055e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85377 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -24180590.000000 Penalty: 6048.780762
	Iteration 50Q: 3 clusters Score -2.418059e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 113330 members 
Entering Unmasked Estep 
Score: -24180574.000000 Penalty: 6048.780762
	Iteration 51Q: 3 clusters Score -2.418057e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -24180664.000000 Penalty: 6048.780762
	Iteration 52Q: 3 clusters Score -2.418066e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -24180786.000000 Penalty: 6048.780762
	Iteration 53Q: 3 clusters Score -2.418079e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 116046 members 
Entering Unmasked Estep 
Score: -24180924.000000 Penalty: 6048.780762
	Iteration 54Q: 3 clusters Score -2.418092e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -24181058.000000 Penalty: 6048.780762
	Iteration 55Q: 3 clusters Score -2.418106e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 118027 members 
Entering Unmasked Estep 
Score: -24181162.000000 Penalty: 6048.780762
	Iteration 56Q: 3 clusters Score -2.418116e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 119001 members 
Entering Unmasked Estep 
Score: -24181204.000000 Penalty: 6048.780762
	Iteration 57Q: 3 clusters Score -2.41812e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -24181220.000000 Penalty: 6048.780762
	Iteration 58Q: 3 clusters Score -2.418122e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -24181300.000000 Penalty: 6048.780762
	Iteration 59Q: 3 clusters Score -2.41813e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -24181348.000000 Penalty: 6048.780762
	Iteration 60F: 3 clusters Score -2.418135e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 123144 members 
Entering Unmasked Estep 
Score: -24181436.000000 Penalty: 6048.780762
	Iteration 61Q: 3 clusters Score -2.418144e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 124311 members 
Entering Unmasked Estep 
Score: -24181680.000000 Penalty: 6048.780762
	Iteration 62Q: 3 clusters Score -2.418168e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -24181882.000000 Penalty: 6048.780762
	Iteration 63Q: 3 clusters Score -2.418188e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -24182004.000000 Penalty: 6048.780762
	Iteration 64Q: 3 clusters Score -2.4182e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -24182286.000000 Penalty: 6048.780762
	Iteration 65Q: 3 clusters Score -2.418229e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 129785 members 
Entering Unmasked Estep 
Score: -24182444.000000 Penalty: 6048.780762
	Iteration 66Q: 3 clusters Score -2.418244e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 131330 members 
Entering Unmasked Estep 
Score: -24182704.000000 Penalty: 6048.780762
	Iteration 67Q: 3 clusters Score -2.41827e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 132960 members 
Entering Unmasked Estep 
Score: -24182944.000000 Penalty: 6048.780762
	Iteration 68Q: 3 clusters Score -2.418294e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 134608 members 
Entering Unmasked Estep 
Score: -24183196.000000 Penalty: 6048.780762
	Iteration 69Q: 3 clusters Score -2.41832e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 136259 members 
Entering Unmasked Estep 
Score: -24183550.000000 Penalty: 6048.780762
	Iteration 70Q: 3 clusters Score -2.418355e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 137936 members 
Entering Unmasked Estep 
Score: -24183784.000000 Penalty: 6048.780762
	Iteration 71Q: 3 clusters Score -2.418378e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 139586 members 
Entering Unmasked Estep 
Score: -24184092.000000 Penalty: 6048.780762
	Iteration 72Q: 3 clusters Score -2.418409e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -24184404.000000 Penalty: 6048.780762
	Iteration 73Q: 3 clusters Score -2.41844e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 143010 members 
Entering Unmasked Estep 
Score: -24184720.000000 Penalty: 6048.780762
	Iteration 74Q: 3 clusters Score -2.418472e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 144785 members 
Entering Unmasked Estep 
Score: -24184958.000000 Penalty: 6048.780762
	Iteration 75Q: 3 clusters Score -2.418496e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 146669 members 
Entering Unmasked Estep 
Score: -24185368.000000 Penalty: 6048.780762
	Iteration 76Q: 3 clusters Score -2.418537e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -24185758.000000 Penalty: 6048.780762
	Iteration 77Q: 3 clusters Score -2.418576e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -24186124.000000 Penalty: 6048.780762
	Iteration 78Q: 3 clusters Score -2.418612e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 152653 members 
Entering Unmasked Estep 
Score: -24186574.000000 Penalty: 6048.780762
	Iteration 79Q: 3 clusters Score -2.418657e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 154770 members 
Entering Unmasked Estep 
Score: -24186908.000000 Penalty: 6048.780762
	Iteration 80F: 3 clusters Score -2.418691e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -24187578.000000 Penalty: 6048.780762
	Iteration 81Q: 3 clusters Score -2.418758e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -24188056.000000 Penalty: 6048.780762
	Iteration 82Q: 3 clusters Score -2.418806e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -24188632.000000 Penalty: 6048.780762
	Iteration 83Q: 3 clusters Score -2.418863e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -24189110.000000 Penalty: 6048.780762
	Iteration 84Q: 3 clusters Score -2.418911e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -24189642.000000 Penalty: 6048.780762
	Iteration 85Q: 3 clusters Score -2.418964e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 167053 members 
Entering Unmasked Estep 
Score: -24190020.000000 Penalty: 6048.780762
	Iteration 86Q: 3 clusters Score -2.419002e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -24190418.000000 Penalty: 6048.780762
	Iteration 87Q: 3 clusters Score -2.419042e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -24190764.000000 Penalty: 6048.780762
	Iteration 88Q: 3 clusters Score -2.419076e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 172208 members 
Entering Unmasked Estep 
Score: -24191042.000000 Penalty: 6048.780762
	Iteration 89Q: 3 clusters Score -2.419104e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -24191390.000000 Penalty: 6048.780762
	Iteration 90Q: 3 clusters Score -2.419139e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 175018 members 
Entering Unmasked Estep 
Score: -24191764.000000 Penalty: 6048.780762
	Iteration 91Q: 3 clusters Score -2.419176e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 176185 members 
Entering Unmasked Estep 
Score: -24191930.000000 Penalty: 6048.780762
	Iteration 92Q: 3 clusters Score -2.419193e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 177271 members 
Entering Unmasked Estep 
Score: -24192090.000000 Penalty: 6048.780762
	Iteration 93Q: 3 clusters Score -2.419209e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 178227 members 
Entering Unmasked Estep 
Score: -24192198.000000 Penalty: 6048.780762
	Iteration 94Q: 3 clusters Score -2.41922e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -24192192.000000 Penalty: 6048.780762
	Iteration 95Q: 3 clusters Score -2.419219e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -24192238.000000 Penalty: 6048.780762
	Iteration 96Q: 3 clusters Score -2.419224e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 180599 members 
Entering Unmasked Estep 
Score: -24192210.000000 Penalty: 6048.780762
	Iteration 97Q: 3 clusters Score -2.419221e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 181286 members 
Entering Unmasked Estep 
Score: -24192090.000000 Penalty: 6048.780762
	Iteration 98Q: 3 clusters Score -2.419209e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 181947 members 
Entering Unmasked Estep 
Score: -24192140.000000 Penalty: 6048.780762
	Iteration 99Q: 3 clusters Score -2.419214e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 182569 members 
Entering Unmasked Estep 
Score: -24192222.000000 Penalty: 6048.780762
	Iteration 100F: 3 clusters Score -2.419222e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 183136 members 
Entering Unmasked Estep 
Score: -24192284.000000 Penalty: 6048.780762
	Iteration 101Q: 3 clusters Score -2.419228e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -24192290.000000 Penalty: 6048.780762
	Iteration 102Q: 3 clusters Score -2.419229e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 184176 members 
Entering Unmasked Estep 
Score: -24192284.000000 Penalty: 6048.780762
	Iteration 103Q: 3 clusters Score -2.419228e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 184627 members 
Entering Unmasked Estep 
Score: -24192228.000000 Penalty: 6048.780762
	Iteration 104Q: 3 clusters Score -2.419223e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 185011 members 
Entering Unmasked Estep 
Score: -24192164.000000 Penalty: 6048.780762
	Iteration 105Q: 3 clusters Score -2.419216e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 185363 members 
Entering Unmasked Estep 
Score: -24192206.000000 Penalty: 6048.780762
	Iteration 106Q: 3 clusters Score -2.419221e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 185686 members 
Entering Unmasked Estep 
Score: -24192182.000000 Penalty: 6048.780762
	Iteration 107Q: 3 clusters Score -2.419218e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 185965 members 
Entering Unmasked Estep 
Score: -24192096.000000 Penalty: 6048.780762
	Iteration 108Q: 3 clusters Score -2.41921e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 186211 members 
Entering Unmasked Estep 
Score: -24192092.000000 Penalty: 6048.780762
	Iteration 109Q: 3 clusters Score -2.419209e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 186464 members 
Entering Unmasked Estep 
Score: -24192062.000000 Penalty: 6048.780762
	Iteration 110Q: 3 clusters Score -2.419206e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 186710 members 
Entering Unmasked Estep 
Score: -24192010.000000 Penalty: 6048.780762
	Iteration 111Q: 3 clusters Score -2.419201e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 186941 members 
Entering Unmasked Estep 
Score: -24191962.000000 Penalty: 6048.780762
	Iteration 112Q: 3 clusters Score -2.419196e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 187168 members 
Entering Unmasked Estep 
Score: -24191980.000000 Penalty: 6048.780762
	Iteration 113Q: 3 clusters Score -2.419198e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 187380 members 
Entering Unmasked Estep 
Score: -24191938.000000 Penalty: 6048.780762
	Iteration 114Q: 3 clusters Score -2.419194e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 187593 members 
Entering Unmasked Estep 
Score: -24191910.000000 Penalty: 6048.780762
	Iteration 115Q: 3 clusters Score -2.419191e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 187775 members 
Entering Unmasked Estep 
Score: -24191932.000000 Penalty: 6048.780762
	Iteration 116Q: 3 clusters Score -2.419193e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 187946 members 
Entering Unmasked Estep 
Score: -24191936.000000 Penalty: 6048.780762
	Iteration 117Q: 3 clusters Score -2.419194e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 188104 members 
Entering Unmasked Estep 
Score: -24191920.000000 Penalty: 6048.780762
	Iteration 118Q: 3 clusters Score -2.419192e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 188262 members 
Entering Unmasked Estep 
Score: -24191984.000000 Penalty: 6048.780762
	Iteration 119Q: 3 clusters Score -2.419198e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -24192036.000000 Penalty: 6048.780762
	Iteration 120F: 3 clusters Score -2.419204e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 188555 members 
Entering Unmasked Estep 
Score: -24191942.000000 Penalty: 6048.780762
	Iteration 121Q: 3 clusters Score -2.419194e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 188686 members 
Entering Unmasked Estep 
Score: -24191918.000000 Penalty: 6048.780762
	Iteration 122Q: 3 clusters Score -2.419192e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 188811 members 
Entering Unmasked Estep 
Score: -24191882.000000 Penalty: 6048.780762
	Iteration 123Q: 3 clusters Score -2.419188e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 188927 members 
Entering Unmasked Estep 
Score: -24191904.000000 Penalty: 6048.780762
	Iteration 124Q: 3 clusters Score -2.41919e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 189030 members 
Entering Unmasked Estep 
Score: -24191926.000000 Penalty: 6048.780762
	Iteration 125Q: 3 clusters Score -2.419193e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 189116 members 
Entering Unmasked Estep 
Score: -24191924.000000 Penalty: 6048.780762
	Iteration 126Q: 3 clusters Score -2.419192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 189200 members 
Entering Unmasked Estep 
Score: -24191926.000000 Penalty: 6048.780762
	Iteration 127Q: 3 clusters Score -2.419193e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -24191920.000000 Penalty: 6048.780762
	Iteration 128Q: 3 clusters Score -2.419192e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 189351 members 
Entering Unmasked Estep 
Score: -24191888.000000 Penalty: 6048.780762
	Iteration 129Q: 3 clusters Score -2.419189e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 189405 members 
Entering Unmasked Estep 
Score: -24191906.000000 Penalty: 6048.780762
	Iteration 130Q: 3 clusters Score -2.419191e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 189445 members 
Entering Unmasked Estep 
Score: -24191892.000000 Penalty: 6048.780762
	Iteration 131Q: 3 clusters Score -2.419189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 189484 members 
Entering Unmasked Estep 
Score: -24191886.000000 Penalty: 6048.780762
	Iteration 132Q: 3 clusters Score -2.419189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 189527 members 
Entering Unmasked Estep 
Score: -24191884.000000 Penalty: 6048.780762
	Iteration 133Q: 3 clusters Score -2.419188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 189567 members 
Entering Unmasked Estep 
Score: -24191880.000000 Penalty: 6048.780762
	Iteration 134Q: 3 clusters Score -2.419188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 189603 members 
Entering Unmasked Estep 
Score: -24191876.000000 Penalty: 6048.780762
	Iteration 135Q: 3 clusters Score -2.419188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -24191860.000000 Penalty: 6048.780762
	Iteration 136Q: 3 clusters Score -2.419186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -24191868.000000 Penalty: 6048.780762
	Iteration 137Q: 3 clusters Score -2.419187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 189723 members 
Entering Unmasked Estep 
Score: -24191848.000000 Penalty: 6048.780762
	Iteration 138Q: 3 clusters Score -2.419185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 189770 members 
Entering Unmasked Estep 
Score: -24191864.000000 Penalty: 6048.780762
	Iteration 139Q: 3 clusters Score -2.419186e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 189828 members 
Entering Unmasked Estep 
Score: -24191840.000000 Penalty: 6048.780762
	Iteration 140F: 3 clusters Score -2.419184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 189887 members 
Entering Unmasked Estep 
Score: -24191820.000000 Penalty: 6048.780762
	Iteration 141Q: 3 clusters Score -2.419182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 189932 members 
Entering Unmasked Estep 
Score: -24191816.000000 Penalty: 6048.780762
	Iteration 142Q: 3 clusters Score -2.419182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 189984 members 
Entering Unmasked Estep 
Score: -24191792.000000 Penalty: 6048.780762
	Iteration 143Q: 3 clusters Score -2.419179e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 190029 members 
Entering Unmasked Estep 
Score: -24191792.000000 Penalty: 6048.780762
	Iteration 144Q: 3 clusters Score -2.419179e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 190080 members 
Entering Unmasked Estep 
Score: -24191782.000000 Penalty: 6048.780762
	Iteration 145Q: 3 clusters Score -2.419178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 190114 members 
Entering Unmasked Estep 
Score: -24191786.000000 Penalty: 6048.780762
	Iteration 146Q: 3 clusters Score -2.419179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 190141 members 
Entering Unmasked Estep 
Score: -24191802.000000 Penalty: 6048.780762
	Iteration 147Q: 3 clusters Score -2.41918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 190165 members 
Entering Unmasked Estep 
Score: -24191778.000000 Penalty: 6048.780762
	Iteration 148Q: 3 clusters Score -2.419178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 190189 members 
Entering Unmasked Estep 
Score: -24191766.000000 Penalty: 6048.780762
	Iteration 149Q: 3 clusters Score -2.419177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -24191762.000000 Penalty: 6048.780762
	Iteration 150Q: 3 clusters Score -2.419176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 190240 members 
Entering Unmasked Estep 
Score: -24191780.000000 Penalty: 6048.780762
	Iteration 151Q: 3 clusters Score -2.419178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -24191728.000000 Penalty: 6048.780762
	Iteration 152Q: 3 clusters Score -2.419173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 190302 members 
Entering Unmasked Estep 
Score: -24191732.000000 Penalty: 6048.780762
	Iteration 153Q: 3 clusters Score -2.419173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 190329 members 
Entering Unmasked Estep 
Score: -24191706.000000 Penalty: 6048.780762
	Iteration 154Q: 3 clusters Score -2.419171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 190349 members 
Entering Unmasked Estep 
Score: -24191704.000000 Penalty: 6048.780762
	Iteration 155Q: 3 clusters Score -2.41917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 190369 members 
Entering Unmasked Estep 
Score: -24191684.000000 Penalty: 6048.780762
	Iteration 156Q: 3 clusters Score -2.419168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 190398 members 
Entering Unmasked Estep 
Score: -24191688.000000 Penalty: 6048.780762
	Iteration 157Q: 3 clusters Score -2.419169e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 190430 members 
Entering Unmasked Estep 
Score: -24191694.000000 Penalty: 6048.780762
	Iteration 158Q: 3 clusters Score -2.419169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 190449 members 
Entering Unmasked Estep 
Score: -24191714.000000 Penalty: 6048.780762
	Iteration 159Q: 3 clusters Score -2.419171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 190463 members 
Entering Unmasked Estep 
Score: -24191700.000000 Penalty: 6048.780762
	Iteration 160F: 3 clusters Score -2.41917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 190478 members 
Entering Unmasked Estep 
Score: -24191706.000000 Penalty: 6048.780762
	Iteration 161Q: 3 clusters Score -2.419171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 190492 members 
Entering Unmasked Estep 
Score: -24191690.000000 Penalty: 6048.780762
	Iteration 162Q: 3 clusters Score -2.419169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 190507 members 
Entering Unmasked Estep 
Score: -24191690.000000 Penalty: 6048.780762
	Iteration 163Q: 3 clusters Score -2.419169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 190522 members 
Entering Unmasked Estep 
Score: -24191682.000000 Penalty: 6048.780762
	Iteration 164Q: 3 clusters Score -2.419168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 190533 members 
Entering Unmasked Estep 
Score: -24191676.000000 Penalty: 6048.780762
	Iteration 165Q: 3 clusters Score -2.419168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 190541 members 
Entering Unmasked Estep 
Score: -24191706.000000 Penalty: 6048.780762
	Iteration 166Q: 3 clusters Score -2.419171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 190549 members 
Entering Unmasked Estep 
Score: -24191716.000000 Penalty: 6048.780762
	Iteration 167Q: 3 clusters Score -2.419172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 190558 members 
Entering Unmasked Estep 
Score: -24191722.000000 Penalty: 6048.780762
	Iteration 168Q: 3 clusters Score -2.419172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 190571 members 
Entering Unmasked Estep 
Score: -24191698.000000 Penalty: 6048.780762
	Iteration 169Q: 3 clusters Score -2.41917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 190580 members 
Entering Unmasked Estep 
Score: -24191678.000000 Penalty: 6048.780762
	Iteration 170Q: 3 clusters Score -2.419168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 190589 members 
Entering Unmasked Estep 
Score: -24191686.000000 Penalty: 6048.780762
	Iteration 171Q: 3 clusters Score -2.419169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 190599 members 
Entering Unmasked Estep 
Score: -24191680.000000 Penalty: 6048.780762
	Iteration 172Q: 3 clusters Score -2.419168e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 190605 members 
Entering Unmasked Estep 
Score: -24191680.000000 Penalty: 6048.780762
	Iteration 173Q: 3 clusters Score -2.419168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 190609 members 
Entering Unmasked Estep 
Score: -24191674.000000 Penalty: 6048.780762
	Iteration 174Q: 3 clusters Score -2.419167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -24191654.000000 Penalty: 6048.780762
	Iteration 175Q: 3 clusters Score -2.419165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 190619 members 
Entering Unmasked Estep 
Score: -24191658.000000 Penalty: 6048.780762
	Iteration 176Q: 3 clusters Score -2.419166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 190627 members 
Entering Unmasked Estep 
Score: -24191660.000000 Penalty: 6048.780762
	Iteration 177Q: 3 clusters Score -2.419166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 190638 members 
Entering Unmasked Estep 
Score: -24191650.000000 Penalty: 6048.780762
	Iteration 178Q: 3 clusters Score -2.419165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 190645 members 
Entering Unmasked Estep 
Score: -24191650.000000 Penalty: 6048.780762
	Iteration 179Q: 3 clusters Score -2.419165e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 190651 members 
Entering Unmasked Estep 
Score: -24191652.000000 Penalty: 6048.780762
	Iteration 180F: 3 clusters Score -2.419165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 190653 members 
Entering Unmasked Estep 
Score: -24191644.000000 Penalty: 6048.780762
	Iteration 181Q: 3 clusters Score -2.419164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 190654 members 
Entering Unmasked Estep 
Score: -24191640.000000 Penalty: 6048.780762
	Iteration 182Q: 3 clusters Score -2.419164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 190654 members 
Entering Unmasked Estep 
Score: -24191640.000000 Penalty: 6048.780762
	Iteration 183F: 3 clusters Score -2.419164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Entering Unmasked Estep 
Score: -6218561.000000 Penalty: 2684.443115
	Iteration 0F: 2 clusters Score -6218561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -6184663.500000 Penalty: 5368.886230
	Iteration 0F: 3 clusters Score -6184664 nChanged 23272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -6197441.000000 Penalty: 5368.886230
	Iteration 1F: 3 clusters Score -6197441 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6197985.500000 Penalty: 5368.886230
	Iteration 2Q: 3 clusters Score -6197986 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -6198555.000000 Penalty: 5368.886230
	Iteration 3Q: 3 clusters Score -6198555 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6199218.000000 Penalty: 5368.886230
	Iteration 4Q: 3 clusters Score -6199218 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -6199991.000000 Penalty: 5368.886230
	Iteration 5Q: 3 clusters Score -6199991 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6200983.000000 Penalty: 5368.886230
	Iteration 6Q: 3 clusters Score -6200983 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6202359.500000 Penalty: 5368.886230
	Iteration 7F: 3 clusters Score -6202360 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -6204309.500000 Penalty: 5368.886230
	Iteration 8F: 3 clusters Score -6204310 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -6206694.000000 Penalty: 5368.886230
	Iteration 9F: 3 clusters Score -6206694 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6209228.500000 Penalty: 5368.886230
	Iteration 10F: 3 clusters Score -6209228 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -6211291.500000 Penalty: 5368.886230
	Iteration 11F: 3 clusters Score -6211292 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -6212687.500000 Penalty: 5368.886230
	Iteration 12Q: 3 clusters Score -6212688 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -6213540.000000 Penalty: 5368.886230
	Iteration 13Q: 3 clusters Score -6213540 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6213997.000000 Penalty: 5368.886230
	Iteration 14Q: 3 clusters Score -6213997 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -6214363.500000 Penalty: 5368.886230
	Iteration 15Q: 3 clusters Score -6214364 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -6214633.500000 Penalty: 5368.886230
	Iteration 16Q: 3 clusters Score -6214634 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -6214875.500000 Penalty: 5368.886230
	Iteration 17Q: 3 clusters Score -6214876 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -6215143.000000 Penalty: 5368.886230
	Iteration 18Q: 3 clusters Score -6215143 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -6215339.500000 Penalty: 5368.886230
	Iteration 19Q: 3 clusters Score -6215340 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -6215519.500000 Penalty: 5368.886230
	Iteration 20F: 3 clusters Score -6215520 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6215668.000000 Penalty: 5368.886230
	Iteration 21Q: 3 clusters Score -6215668 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6215843.000000 Penalty: 5368.886230
	Iteration 22Q: 3 clusters Score -6215843 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6216014.500000 Penalty: 5368.886230
	Iteration 23Q: 3 clusters Score -6216014 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -6216118.000000 Penalty: 5368.886230
	Iteration 24Q: 3 clusters Score -6216118 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -6216196.000000 Penalty: 5368.886230
	Iteration 25Q: 3 clusters Score -6216196 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -6216264.000000 Penalty: 5368.886230
	Iteration 26Q: 3 clusters Score -6216264 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -6216338.000000 Penalty: 5368.886230
	Iteration 27Q: 3 clusters Score -6216338 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -6216393.500000 Penalty: 5368.886230
	Iteration 28Q: 3 clusters Score -6216394 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6216478.500000 Penalty: 5368.886230
	Iteration 29Q: 3 clusters Score -6216478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6216543.500000 Penalty: 5368.886230
	Iteration 30Q: 3 clusters Score -6216544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -6216554.000000 Penalty: 5368.886230
	Iteration 31Q: 3 clusters Score -6216554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -6216567.000000 Penalty: 5368.886230
	Iteration 32Q: 3 clusters Score -6216567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6216594.000000 Penalty: 5368.886230
	Iteration 33Q: 3 clusters Score -6216594 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6216618.500000 Penalty: 5368.886230
	Iteration 34Q: 3 clusters Score -6216618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -6216635.500000 Penalty: 5368.886230
	Iteration 35Q: 3 clusters Score -6216636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6216650.000000 Penalty: 5368.886230
	Iteration 36Q: 3 clusters Score -6216650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -6216676.500000 Penalty: 5368.886230
	Iteration 37Q: 3 clusters Score -6216676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -6216691.000000 Penalty: 5368.886230
	Iteration 38Q: 3 clusters Score -6216691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -6216698.500000 Penalty: 5368.886230
	Iteration 39Q: 3 clusters Score -6216698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -6216711.500000 Penalty: 5368.886230
	Iteration 40F: 3 clusters Score -6216712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -6216727.500000 Penalty: 5368.886230
	Iteration 41Q: 3 clusters Score -6216728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6216725.500000 Penalty: 5368.886230
	Iteration 42Q: 3 clusters Score -6216726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -6216746.500000 Penalty: 5368.886230
	Iteration 43Q: 3 clusters Score -6216746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6216764.000000 Penalty: 5368.886230
	Iteration 44Q: 3 clusters Score -6216764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6216785.500000 Penalty: 5368.886230
	Iteration 45Q: 3 clusters Score -6216786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6216790.500000 Penalty: 5368.886230
	Iteration 46Q: 3 clusters Score -6216790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6216798.000000 Penalty: 5368.886230
	Iteration 47Q: 3 clusters Score -6216798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -6216812.500000 Penalty: 5368.886230
	Iteration 48Q: 3 clusters Score -6216812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -6216828.000000 Penalty: 5368.886230
	Iteration 49Q: 3 clusters Score -6216828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6216835.000000 Penalty: 5368.886230
	Iteration 50Q: 3 clusters Score -6216835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -6216842.000000 Penalty: 5368.886230
	Iteration 51Q: 3 clusters Score -6216842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -6216844.000000 Penalty: 5368.886230
	Iteration 52Q: 3 clusters Score -6216844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -6216846.500000 Penalty: 5368.886230
	Iteration 53Q: 3 clusters Score -6216846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6216850.000000 Penalty: 5368.886230
	Iteration 54Q: 3 clusters Score -6216850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -6216855.500000 Penalty: 5368.886230
	Iteration 55Q: 3 clusters Score -6216856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6216861.500000 Penalty: 5368.886230
	Iteration 56Q: 3 clusters Score -6216862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -6216892.000000 Penalty: 5368.886230
	Iteration 57Q: 3 clusters Score -6216892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6216891.500000 Penalty: 5368.886230
	Iteration 58Q: 3 clusters Score -6216892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6216894.000000 Penalty: 5368.886230
	Iteration 59Q: 3 clusters Score -6216894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6216900.500000 Penalty: 5368.886230
	Iteration 60F: 3 clusters Score -6216900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -6216901.500000 Penalty: 5368.886230
	Iteration 61Q: 3 clusters Score -6216902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6216902.500000 Penalty: 5368.886230
	Iteration 62Q: 3 clusters Score -6216902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -6216903.500000 Penalty: 5368.886230
	Iteration 63Q: 3 clusters Score -6216904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6216907.000000 Penalty: 5368.886230
	Iteration 64Q: 3 clusters Score -6216907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -6216909.500000 Penalty: 5368.886230
	Iteration 65Q: 3 clusters Score -6216910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -6216921.500000 Penalty: 5368.886230
	Iteration 66Q: 3 clusters Score -6216922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -6216919.500000 Penalty: 5368.886230
	Iteration 67Q: 3 clusters Score -6216920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -6216919.500000 Penalty: 5368.886230
	Iteration 68Q: 3 clusters Score -6216920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -6216929.000000 Penalty: 5368.886230
	Iteration 69Q: 3 clusters Score -6216929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -6216934.000000 Penalty: 5368.886230
	Iteration 70Q: 3 clusters Score -6216934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -6216931.000000 Penalty: 5368.886230
	Iteration 71Q: 3 clusters Score -6216931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -6216925.000000 Penalty: 5368.886230
	Iteration 72Q: 3 clusters Score -6216925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -6216928.000000 Penalty: 5368.886230
	Iteration 73Q: 3 clusters Score -6216928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6216931.500000 Penalty: 5368.886230
	Iteration 74Q: 3 clusters Score -6216932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -6216930.000000 Penalty: 5368.886230
	Iteration 75Q: 3 clusters Score -6216930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6216931.000000 Penalty: 5368.886230
	Iteration 76Q: 3 clusters Score -6216931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6216931.000000 Penalty: 5368.886230
	Iteration 77F: 3 clusters Score -6216931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Entering Unmasked Estep 
Score: -9430141.000000 Penalty: 2787.985596
	Iteration 0F: 2 clusters Score -9430141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -9379149.000000 Penalty: 5575.971191
	Iteration 0F: 3 clusters Score -9379149 nChanged 35833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -9399211.000000 Penalty: 5575.971191
	Iteration 1F: 3 clusters Score -9399211 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -9400025.000000 Penalty: 5575.971191
	Iteration 2Q: 3 clusters Score -9400025 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -9401209.000000 Penalty: 5575.971191
	Iteration 3Q: 3 clusters Score -9401209 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -9403153.000000 Penalty: 5575.971191
	Iteration 4F: 3 clusters Score -9403153 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -9406281.000000 Penalty: 5575.971191
	Iteration 5F: 3 clusters Score -9406281 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -9410788.000000 Penalty: 5575.971191
	Iteration 6F: 3 clusters Score -9410788 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -9416076.000000 Penalty: 5575.971191
	Iteration 7F: 3 clusters Score -9416076 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -9420632.000000 Penalty: 5575.971191
	Iteration 8F: 3 clusters Score -9420632 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -9423833.000000 Penalty: 5575.971191
	Iteration 9Q: 3 clusters Score -9423833 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -9425599.000000 Penalty: 5575.971191
	Iteration 10Q: 3 clusters Score -9425599 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -9426487.000000 Penalty: 5575.971191
	Iteration 11Q: 3 clusters Score -9426487 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
Score: -9426952.000000 Penalty: 5575.971191
	Iteration 12Q: 3 clusters Score -9426952 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -9427245.000000 Penalty: 5575.971191
	Iteration 13Q: 3 clusters Score -9427245 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -9427519.000000 Penalty: 5575.971191
	Iteration 14Q: 3 clusters Score -9427519 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -9427674.000000 Penalty: 5575.971191
	Iteration 15Q: 3 clusters Score -9427674 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -9427792.000000 Penalty: 5575.971191
	Iteration 16Q: 3 clusters Score -9427792 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -9427859.000000 Penalty: 5575.971191
	Iteration 17Q: 3 clusters Score -9427859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -9427943.000000 Penalty: 5575.971191
	Iteration 18Q: 3 clusters Score -9427943 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -9428020.000000 Penalty: 5575.971191
	Iteration 19Q: 3 clusters Score -9428020 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -9428091.000000 Penalty: 5575.971191
	Iteration 20F: 3 clusters Score -9428091 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -9428132.000000 Penalty: 5575.971191
	Iteration 21Q: 3 clusters Score -9428132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -9428192.000000 Penalty: 5575.971191
	Iteration 22Q: 3 clusters Score -9428192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -9428209.000000 Penalty: 5575.971191
	Iteration 23Q: 3 clusters Score -9428209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -9428231.000000 Penalty: 5575.971191
	Iteration 24Q: 3 clusters Score -9428231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 73237 members 
Entering Unmasked Estep 
Score: -9428237.000000 Penalty: 5575.971191
	Iteration 25Q: 3 clusters Score -9428237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -9428237.000000 Penalty: 5575.971191
	Iteration 26Q: 3 clusters Score -9428237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -9428248.000000 Penalty: 5575.971191
	Iteration 27Q: 3 clusters Score -9428248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -9428253.000000 Penalty: 5575.971191
	Iteration 28Q: 3 clusters Score -9428253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -9428259.000000 Penalty: 5575.971191
	Iteration 29Q: 3 clusters Score -9428259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -9428265.000000 Penalty: 5575.971191
	Iteration 30Q: 3 clusters Score -9428265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -9428287.000000 Penalty: 5575.971191
	Iteration 31Q: 3 clusters Score -9428287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -9428303.000000 Penalty: 5575.971191
	Iteration 32Q: 3 clusters Score -9428303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -9428294.000000 Penalty: 5575.971191
	Iteration 33Q: 3 clusters Score -9428294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -9428284.000000 Penalty: 5575.971191
	Iteration 34Q: 3 clusters Score -9428284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -9428298.000000 Penalty: 5575.971191
	Iteration 35Q: 3 clusters Score -9428298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -9428307.000000 Penalty: 5575.971191
	Iteration 36Q: 3 clusters Score -9428307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -9428310.000000 Penalty: 5575.971191
	Iteration 37Q: 3 clusters Score -9428310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -9428310.000000 Penalty: 5575.971191
	Iteration 38Q: 3 clusters Score -9428310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -9428293.000000 Penalty: 5575.971191
	Iteration 39Q: 3 clusters Score -9428293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -9428299.000000 Penalty: 5575.971191
	Iteration 40F: 3 clusters Score -9428299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -9428304.000000 Penalty: 5575.971191
	Iteration 41Q: 3 clusters Score -9428304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -9428309.000000 Penalty: 5575.971191
	Iteration 42Q: 3 clusters Score -9428309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -9428319.000000 Penalty: 5575.971191
	Iteration 43Q: 3 clusters Score -9428319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -9428317.000000 Penalty: 5575.971191
	Iteration 44Q: 3 clusters Score -9428317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -9428322.000000 Penalty: 5575.971191
	Iteration 45Q: 3 clusters Score -9428322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -9428315.000000 Penalty: 5575.971191
	Iteration 46Q: 3 clusters Score -9428315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -9428325.000000 Penalty: 5575.971191
	Iteration 47Q: 3 clusters Score -9428325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -9428321.000000 Penalty: 5575.971191
	Iteration 48Q: 3 clusters Score -9428321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -9428326.000000 Penalty: 5575.971191
	Iteration 49Q: 3 clusters Score -9428326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -9428323.000000 Penalty: 5575.971191
	Iteration 50Q: 3 clusters Score -9428323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -9428322.000000 Penalty: 5575.971191
	Iteration 51Q: 3 clusters Score -9428322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -9428320.000000 Penalty: 5575.971191
	Iteration 52Q: 3 clusters Score -9428320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -9428323.000000 Penalty: 5575.971191
	Iteration 53Q: 3 clusters Score -9428323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -9428319.000000 Penalty: 5575.971191
	Iteration 54Q: 3 clusters Score -9428319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -9428317.000000 Penalty: 5575.971191
	Iteration 55Q: 3 clusters Score -9428317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -9428320.000000 Penalty: 5575.971191
	Iteration 56Q: 3 clusters Score -9428320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -9428313.000000 Penalty: 5575.971191
	Iteration 57Q: 3 clusters Score -9428313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -9428335.000000 Penalty: 5575.971191
	Iteration 58Q: 3 clusters Score -9428335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -9428336.000000 Penalty: 5575.971191
	Iteration 59Q: 3 clusters Score -9428336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -9428344.000000 Penalty: 5575.971191
	Iteration 60F: 3 clusters Score -9428344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -9428331.000000 Penalty: 5575.971191
	Iteration 61Q: 3 clusters Score -9428331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -9428340.000000 Penalty: 5575.971191
	Iteration 62Q: 3 clusters Score -9428340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -9428341.000000 Penalty: 5575.971191
	Iteration 63Q: 3 clusters Score -9428341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -9428345.000000 Penalty: 5575.971191
	Iteration 64Q: 3 clusters Score -9428345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -9428356.000000 Penalty: 5575.971191
	Iteration 65Q: 3 clusters Score -9428356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -9428350.000000 Penalty: 5575.971191
	Iteration 66Q: 3 clusters Score -9428350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9428354.000000 Penalty: 5575.971191
	Iteration 67Q: 3 clusters Score -9428354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -9428346.000000 Penalty: 5575.971191
	Iteration 68Q: 3 clusters Score -9428346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -9428352.000000 Penalty: 5575.971191
	Iteration 69Q: 3 clusters Score -9428352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -9428354.000000 Penalty: 5575.971191
	Iteration 70Q: 3 clusters Score -9428354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9428353.000000 Penalty: 5575.971191
	Iteration 71Q: 3 clusters Score -9428353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9428353.000000 Penalty: 5575.971191
	Iteration 72F: 3 clusters Score -9428353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (164668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Entering Unmasked Estep 
Score: -20380470.000000 Penalty: 2978.898193
	Iteration 0F: 2 clusters Score -2.038047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -20271846.000000 Penalty: 5957.796387
	Iteration 0F: 3 clusters Score -2.027185e+07 nChanged 79041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79128 members 
Mstep: Class 2 contains 85540 members 
Entering Unmasked Estep 
Score: -20317494.000000 Penalty: 5957.796387
	Iteration 1F: 3 clusters Score -2.031749e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 87408 members 
Entering Unmasked Estep 
Score: -20318822.000000 Penalty: 5957.796387
	Iteration 2Q: 3 clusters Score -2.031882e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -20320568.000000 Penalty: 5957.796387
	Iteration 3Q: 3 clusters Score -2.032057e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -20322994.000000 Penalty: 5957.796387
	Iteration 4Q: 3 clusters Score -2.032299e+07 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -20326766.000000 Penalty: 5957.796387
	Iteration 5Q: 3 clusters Score -2.032677e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -20332606.000000 Penalty: 5957.796387
	Iteration 6F: 3 clusters Score -2.033261e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -20340694.000000 Penalty: 5957.796387
	Iteration 7F: 3 clusters Score -2.034069e+07 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 131083 members 
Entering Unmasked Estep 
Score: -20350648.000000 Penalty: 5957.796387
	Iteration 8F: 3 clusters Score -2.035065e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 142746 members 
Entering Unmasked Estep 
Score: -20361004.000000 Penalty: 5957.796387
	Iteration 9F: 3 clusters Score -2.0361e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 151997 members 
Entering Unmasked Estep 
Score: -20368992.000000 Penalty: 5957.796387
	Iteration 10F: 3 clusters Score -2.036899e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 158056 members 
Entering Unmasked Estep 
Score: -20373614.000000 Penalty: 5957.796387
	Iteration 11Q: 3 clusters Score -2.037361e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 161317 members 
Entering Unmasked Estep 
Score: -20375856.000000 Penalty: 5957.796387
	Iteration 12Q: 3 clusters Score -2.037586e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 162865 members 
Entering Unmasked Estep 
Score: -20376944.000000 Penalty: 5957.796387
	Iteration 13Q: 3 clusters Score -2.037694e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 163537 members 
Entering Unmasked Estep 
Score: -20377454.000000 Penalty: 5957.796387
	Iteration 14Q: 3 clusters Score -2.037745e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -20377620.000000 Penalty: 5957.796387
	Iteration 15Q: 3 clusters Score -2.037762e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 163969 members 
Entering Unmasked Estep 
Score: -20377734.000000 Penalty: 5957.796387
	Iteration 16Q: 3 clusters Score -2.037773e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 164052 members 
Entering Unmasked Estep 
Score: -20377814.000000 Penalty: 5957.796387
	Iteration 17Q: 3 clusters Score -2.037781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 164097 members 
Entering Unmasked Estep 
Score: -20377844.000000 Penalty: 5957.796387
	Iteration 18Q: 3 clusters Score -2.037784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -20377860.000000 Penalty: 5957.796387
	Iteration 19Q: 3 clusters Score -2.037786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 164139 members 
Entering Unmasked Estep 
Score: -20377898.000000 Penalty: 5957.796387
	Iteration 20F: 3 clusters Score -2.03779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 164151 members 
Entering Unmasked Estep 
Score: -20377904.000000 Penalty: 5957.796387
	Iteration 21Q: 3 clusters Score -2.03779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -20377936.000000 Penalty: 5957.796387
	Iteration 22Q: 3 clusters Score -2.037794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -20377936.000000 Penalty: 5957.796387
	Iteration 23Q: 3 clusters Score -2.037794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -20377956.000000 Penalty: 5957.796387
	Iteration 24Q: 3 clusters Score -2.037796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -20377958.000000 Penalty: 5957.796387
	Iteration 25Q: 3 clusters Score -2.037796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -20377962.000000 Penalty: 5957.796387
	Iteration 26Q: 3 clusters Score -2.037796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -20377970.000000 Penalty: 5957.796387
	Iteration 27Q: 3 clusters Score -2.037797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 164196 members 
Entering Unmasked Estep 
Score: -20377960.000000 Penalty: 5957.796387
	Iteration 28Q: 3 clusters Score -2.037796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 164196 members 
Entering Unmasked Estep 
Score: -20377960.000000 Penalty: 5957.796387
	Iteration 29F: 3 clusters Score -2.037796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -80891.015625 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -80891.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79182.695312 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -79182.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79440.140625 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -79440.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79556.476562 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -79556.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79726.164062 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -79726.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79845.367188 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -79845.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79946.398438 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -79946.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79984.867188 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -79984.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80006.671875 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -80006.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80026.656250 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -80026.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80047.867188 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -80047.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80064.085938 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -80064.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80065.218750 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -80065.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80065.585938 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -80065.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80065.585938 Penalty: 3265.371094
	Iteration 13F: 3 clusters Score -80065.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -166207.062500 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -166207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163974.312500 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -163974.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -164327.453125 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -164327.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -164394.765625 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -164394.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -164438.968750 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -164439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -164476.828125 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -164476.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -164505.234375 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -164505.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -164532.343750 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -164532.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -164546.937500 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -164546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -164554.578125 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -164554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164559.968750 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -164560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164564.234375 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -164564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -164567.625000 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -164567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164569.140625 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -164569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -164569.718750 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -164569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -164571.156250 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -164571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -164572.000000 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -164572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -164572.000000 Penalty: 3587.793945
	Iteration 16F: 3 clusters Score -164572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 163292 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116203 members 
Mstep: Class 6 contains 112504 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4792 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18907 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218578 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197822 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164668 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 88616.031250
Iteration 439Q: 26 clusters Score -1.947284e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 163293 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116198 members 
Mstep: Class 6 contains 112508 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163556 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218578 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197822 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164669 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728528.000000 Penalty: 88616.031250
Iteration 440F: 26 clusters Score -1.947285e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 163299 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116196 members 
Mstep: Class 6 contains 112512 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18903 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163556 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218575 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197822 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164668 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728496.000000 Penalty: 88616.031250
Iteration 441Q: 26 clusters Score -1.947285e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 163300 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116192 members 
Mstep: Class 6 contains 112517 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76218 members 
Mstep: Class 10 contains 18902 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163557 members 
Mstep: Class 17 contains 13625 members 
Mstep: Class 18 contains 218575 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197823 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164665 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728512.000000 Penalty: 88616.031250
Iteration 442Q: 26 clusters Score -1.947285e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 163303 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116188 members 
Mstep: Class 6 contains 112517 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 18904 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163556 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218576 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197823 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164662 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728560.000000 Penalty: 88616.031250
Iteration 443Q: 26 clusters Score -1.947286e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 163306 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116183 members 
Mstep: Class 6 contains 112518 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163554 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218580 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197820 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164662 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728528.000000 Penalty: 88616.031250
Iteration 444Q: 26 clusters Score -1.947285e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163312 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116173 members 
Mstep: Class 6 contains 112519 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163555 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218582 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197821 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164664 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728496.000000 Penalty: 88616.031250
Iteration 445Q: 26 clusters Score -1.947285e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 163320 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116167 members 
Mstep: Class 6 contains 112521 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15508 members 
Mstep: Class 16 contains 163553 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218581 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197823 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76260 members 
Mstep: Class 23 contains 164663 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728592.000000 Penalty: 88616.031250
Iteration 446Q: 26 clusters Score -1.947286e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163322 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116161 members 
Mstep: Class 6 contains 112522 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76219 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163554 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218580 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197824 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164664 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728560.000000 Penalty: 88616.031250
Iteration 447Q: 26 clusters Score -1.947286e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 163321 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116159 members 
Mstep: Class 6 contains 112522 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18905 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163556 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218580 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197823 members 
Mstep: Class 21 contains 50231 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164663 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 448Q: 26 clusters Score -1.947285e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 163323 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17912 members 
Mstep: Class 5 contains 116157 members 
Mstep: Class 6 contains 112522 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163558 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218580 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197823 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76259 members 
Mstep: Class 23 contains 164663 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 449Q: 26 clusters Score -1.947285e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 163325 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112522 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218579 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197823 members 
Mstep: Class 21 contains 50230 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164661 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728384.000000 Penalty: 88616.031250
Iteration 450Q: 26 clusters Score -1.947284e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 163326 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112522 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163561 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218579 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197824 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76258 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 451Q: 26 clusters Score -1.947285e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163327 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112522 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218581 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197825 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728496.000000 Penalty: 88616.031250
Iteration 452Q: 26 clusters Score -1.947285e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174055 members 
Mstep: Class 2 contains 163328 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112521 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218582 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197825 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 88616.031250
Iteration 453Q: 26 clusters Score -1.947285e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163328 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112520 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218582 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197825 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728512.000000 Penalty: 88616.031250
Iteration 454Q: 26 clusters Score -1.947285e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163328 members 
Mstep: Class 3 contains 1424 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112520 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218582 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197825 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728512.000000 Penalty: 88616.031250
Iteration 455F: 26 clusters Score -1.947285e+08 nChanged 0
Entering ConstructFrom: 
Score: -194728512.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (174056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174056 members 
Entering Unmasked Estep 
Score: -21507748.000000 Penalty: 2992.648682
	Iteration 0F: 2 clusters Score -2.150775e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -21395976.000000 Penalty: 5985.297363
	Iteration 0F: 3 clusters Score -2.139598e+07 nChanged 83480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -21444754.000000 Penalty: 5985.297363
	Iteration 1F: 3 clusters Score -2.144475e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -21445700.000000 Penalty: 5985.297363
	Iteration 2Q: 3 clusters Score -2.14457e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -21446624.000000 Penalty: 5985.297363
	Iteration 3Q: 3 clusters Score -2.144662e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -21447866.000000 Penalty: 5985.297363
	Iteration 4Q: 3 clusters Score -2.144787e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83387 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -21449404.000000 Penalty: 5985.297363
	Iteration 5Q: 3 clusters Score -2.14494e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -21452036.000000 Penalty: 5985.297363
	Iteration 6Q: 3 clusters Score -2.145204e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -21455344.000000 Penalty: 5985.297363
	Iteration 7Q: 3 clusters Score -2.145534e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -21460524.000000 Penalty: 5985.297363
	Iteration 8F: 3 clusters Score -2.146052e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -21467572.000000 Penalty: 5985.297363
	Iteration 9F: 3 clusters Score -2.146757e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -21475620.000000 Penalty: 5985.297363
	Iteration 10F: 3 clusters Score -2.147562e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -21482656.000000 Penalty: 5985.297363
	Iteration 11F: 3 clusters Score -2.148266e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -21486266.000000 Penalty: 5985.297363
	Iteration 12Q: 3 clusters Score -2.148627e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 114632 members 
Entering Unmasked Estep 
Score: -21488140.000000 Penalty: 5985.297363
	Iteration 13Q: 3 clusters Score -2.148814e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 117053 members 
Entering Unmasked Estep 
Score: -21489224.000000 Penalty: 5985.297363
	Iteration 14Q: 3 clusters Score -2.148922e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 119618 members 
Entering Unmasked Estep 
Score: -21490390.000000 Penalty: 5985.297363
	Iteration 15Q: 3 clusters Score -2.149039e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -21491612.000000 Penalty: 5985.297363
	Iteration 16Q: 3 clusters Score -2.149161e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -21492916.000000 Penalty: 5985.297363
	Iteration 17Q: 3 clusters Score -2.149292e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 127890 members 
Entering Unmasked Estep 
Score: -21494220.000000 Penalty: 5985.297363
	Iteration 18Q: 3 clusters Score -2.149422e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 130635 members 
Entering Unmasked Estep 
Score: -21495486.000000 Penalty: 5985.297363
	Iteration 19Q: 3 clusters Score -2.149549e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 133421 members 
Entering Unmasked Estep 
Score: -21496632.000000 Penalty: 5985.297363
	Iteration 20F: 3 clusters Score -2.149663e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -21497918.000000 Penalty: 5985.297363
	Iteration 21Q: 3 clusters Score -2.149792e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -21498924.000000 Penalty: 5985.297363
	Iteration 22Q: 3 clusters Score -2.149892e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 141205 members 
Entering Unmasked Estep 
Score: -21499976.000000 Penalty: 5985.297363
	Iteration 23Q: 3 clusters Score -2.149998e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 143576 members 
Entering Unmasked Estep 
Score: -21500998.000000 Penalty: 5985.297363
	Iteration 24Q: 3 clusters Score -2.1501e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 145805 members 
Entering Unmasked Estep 
Score: -21501886.000000 Penalty: 5985.297363
	Iteration 25Q: 3 clusters Score -2.150189e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -21502762.000000 Penalty: 5985.297363
	Iteration 26Q: 3 clusters Score -2.150276e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -21503510.000000 Penalty: 5985.297363
	Iteration 27Q: 3 clusters Score -2.150351e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 152359 members 
Entering Unmasked Estep 
Score: -21504114.000000 Penalty: 5985.297363
	Iteration 28Q: 3 clusters Score -2.150411e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -21504732.000000 Penalty: 5985.297363
	Iteration 29Q: 3 clusters Score -2.150473e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -21505208.000000 Penalty: 5985.297363
	Iteration 30Q: 3 clusters Score -2.150521e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 158226 members 
Entering Unmasked Estep 
Score: -21505782.000000 Penalty: 5985.297363
	Iteration 31Q: 3 clusters Score -2.150578e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -21506102.000000 Penalty: 5985.297363
	Iteration 32Q: 3 clusters Score -2.15061e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 161522 members 
Entering Unmasked Estep 
Score: -21506304.000000 Penalty: 5985.297363
	Iteration 33Q: 3 clusters Score -2.15063e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -21506366.000000 Penalty: 5985.297363
	Iteration 34Q: 3 clusters Score -2.150637e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -21506462.000000 Penalty: 5985.297363
	Iteration 35Q: 3 clusters Score -2.150646e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -21506538.000000 Penalty: 5985.297363
	Iteration 36Q: 3 clusters Score -2.150654e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 166062 members 
Entering Unmasked Estep 
Score: -21506566.000000 Penalty: 5985.297363
	Iteration 37Q: 3 clusters Score -2.150657e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 166879 members 
Entering Unmasked Estep 
Score: -21506528.000000 Penalty: 5985.297363
	Iteration 38Q: 3 clusters Score -2.150653e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -21506550.000000 Penalty: 5985.297363
	Iteration 39Q: 3 clusters Score -2.150655e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 168136 members 
Entering Unmasked Estep 
Score: -21506684.000000 Penalty: 5985.297363
	Iteration 40F: 3 clusters Score -2.150668e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -21506744.000000 Penalty: 5985.297363
	Iteration 41Q: 3 clusters Score -2.150674e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 169159 members 
Entering Unmasked Estep 
Score: -21506684.000000 Penalty: 5985.297363
	Iteration 42Q: 3 clusters Score -2.150668e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 169537 members 
Entering Unmasked Estep 
Score: -21506658.000000 Penalty: 5985.297363
	Iteration 43Q: 3 clusters Score -2.150666e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -21506674.000000 Penalty: 5985.297363
	Iteration 44Q: 3 clusters Score -2.150667e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -21506644.000000 Penalty: 5985.297363
	Iteration 45Q: 3 clusters Score -2.150664e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 170334 members 
Entering Unmasked Estep 
Score: -21506658.000000 Penalty: 5985.297363
	Iteration 46Q: 3 clusters Score -2.150666e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 170525 members 
Entering Unmasked Estep 
Score: -21506642.000000 Penalty: 5985.297363
	Iteration 47Q: 3 clusters Score -2.150664e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 170672 members 
Entering Unmasked Estep 
Score: -21506618.000000 Penalty: 5985.297363
	Iteration 48Q: 3 clusters Score -2.150662e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 170797 members 
Entering Unmasked Estep 
Score: -21506630.000000 Penalty: 5985.297363
	Iteration 49Q: 3 clusters Score -2.150663e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 170908 members 
Entering Unmasked Estep 
Score: -21506624.000000 Penalty: 5985.297363
	Iteration 50Q: 3 clusters Score -2.150662e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -21506602.000000 Penalty: 5985.297363
	Iteration 51Q: 3 clusters Score -2.15066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 171114 members 
Entering Unmasked Estep 
Score: -21506568.000000 Penalty: 5985.297363
	Iteration 52Q: 3 clusters Score -2.150657e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 171205 members 
Entering Unmasked Estep 
Score: -21506588.000000 Penalty: 5985.297363
	Iteration 53Q: 3 clusters Score -2.150659e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -21506572.000000 Penalty: 5985.297363
	Iteration 54Q: 3 clusters Score -2.150657e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 171337 members 
Entering Unmasked Estep 
Score: -21506592.000000 Penalty: 5985.297363
	Iteration 55Q: 3 clusters Score -2.150659e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 171396 members 
Entering Unmasked Estep 
Score: -21506594.000000 Penalty: 5985.297363
	Iteration 56Q: 3 clusters Score -2.150659e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -21506600.000000 Penalty: 5985.297363
	Iteration 57Q: 3 clusters Score -2.15066e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -21506582.000000 Penalty: 5985.297363
	Iteration 58Q: 3 clusters Score -2.150658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -21506586.000000 Penalty: 5985.297363
	Iteration 59Q: 3 clusters Score -2.150659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 171596 members 
Entering Unmasked Estep 
Score: -21506572.000000 Penalty: 5985.297363
	Iteration 60F: 3 clusters Score -2.150657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 171630 members 
Entering Unmasked Estep 
Score: -21506610.000000 Penalty: 5985.297363
	Iteration 61Q: 3 clusters Score -2.150661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -21506602.000000 Penalty: 5985.297363
	Iteration 62Q: 3 clusters Score -2.15066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 171706 members 
Entering Unmasked Estep 
Score: -21506582.000000 Penalty: 5985.297363
	Iteration 63Q: 3 clusters Score -2.150658e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 171732 members 
Entering Unmasked Estep 
Score: -21506594.000000 Penalty: 5985.297363
	Iteration 64Q: 3 clusters Score -2.150659e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -21506590.000000 Penalty: 5985.297363
	Iteration 65Q: 3 clusters Score -2.150659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 171767 members 
Entering Unmasked Estep 
Score: -21506574.000000 Penalty: 5985.297363
	Iteration 66Q: 3 clusters Score -2.150657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 171780 members 
Entering Unmasked Estep 
Score: -21506580.000000 Penalty: 5985.297363
	Iteration 67Q: 3 clusters Score -2.150658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 171792 members 
Entering Unmasked Estep 
Score: -21506586.000000 Penalty: 5985.297363
	Iteration 68Q: 3 clusters Score -2.150659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 171807 members 
Entering Unmasked Estep 
Score: -21506624.000000 Penalty: 5985.297363
	Iteration 69Q: 3 clusters Score -2.150662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 171821 members 
Entering Unmasked Estep 
Score: -21506632.000000 Penalty: 5985.297363
	Iteration 70Q: 3 clusters Score -2.150663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -21506642.000000 Penalty: 5985.297363
	Iteration 71Q: 3 clusters Score -2.150664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -21506648.000000 Penalty: 5985.297363
	Iteration 72Q: 3 clusters Score -2.150665e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 171877 members 
Entering Unmasked Estep 
Score: -21506662.000000 Penalty: 5985.297363
	Iteration 73Q: 3 clusters Score -2.150666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21506656.000000 Penalty: 5985.297363
	Iteration 74Q: 3 clusters Score -2.150666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 171917 members 
Entering Unmasked Estep 
Score: -21506658.000000 Penalty: 5985.297363
	Iteration 75Q: 3 clusters Score -2.150666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 171929 members 
Entering Unmasked Estep 
Score: -21506670.000000 Penalty: 5985.297363
	Iteration 76Q: 3 clusters Score -2.150667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -21506654.000000 Penalty: 5985.297363
	Iteration 77Q: 3 clusters Score -2.150665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 171949 members 
Entering Unmasked Estep 
Score: -21506660.000000 Penalty: 5985.297363
	Iteration 78Q: 3 clusters Score -2.150666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 171951 members 
Entering Unmasked Estep 
Score: -21506674.000000 Penalty: 5985.297363
	Iteration 79Q: 3 clusters Score -2.150667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 171954 members 
Entering Unmasked Estep 
Score: -21506676.000000 Penalty: 5985.297363
	Iteration 80F: 3 clusters Score -2.150668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 171965 members 
Entering Unmasked Estep 
Score: -21506664.000000 Penalty: 5985.297363
	Iteration 81Q: 3 clusters Score -2.150666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 171976 members 
Entering Unmasked Estep 
Score: -21506668.000000 Penalty: 5985.297363
	Iteration 82Q: 3 clusters Score -2.150667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -21506674.000000 Penalty: 5985.297363
	Iteration 83Q: 3 clusters Score -2.150667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 171994 members 
Entering Unmasked Estep 
Score: -21506656.000000 Penalty: 5985.297363
	Iteration 84Q: 3 clusters Score -2.150666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 171998 members 
Entering Unmasked Estep 
Score: -21506660.000000 Penalty: 5985.297363
	Iteration 85Q: 3 clusters Score -2.150666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 171999 members 
Entering Unmasked Estep 
Score: -21506652.000000 Penalty: 5985.297363
	Iteration 86Q: 3 clusters Score -2.150665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 171997 members 
Entering Unmasked Estep 
Score: -21506656.000000 Penalty: 5985.297363
	Iteration 87Q: 3 clusters Score -2.150666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 171999 members 
Entering Unmasked Estep 
Score: -21506674.000000 Penalty: 5985.297363
	Iteration 88Q: 3 clusters Score -2.150667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 172002 members 
Entering Unmasked Estep 
Score: -21506672.000000 Penalty: 5985.297363
	Iteration 89Q: 3 clusters Score -2.150667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 172002 members 
Entering Unmasked Estep 
Score: -21506672.000000 Penalty: 5985.297363
	Iteration 90Q: 3 clusters Score -2.150667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 172001 members 
Entering Unmasked Estep 
Score: -21506660.000000 Penalty: 5985.297363
	Iteration 91Q: 3 clusters Score -2.150666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 172002 members 
Entering Unmasked Estep 
Score: -21506664.000000 Penalty: 5985.297363
	Iteration 92Q: 3 clusters Score -2.150666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 172004 members 
Entering Unmasked Estep 
Score: -21506666.000000 Penalty: 5985.297363
	Iteration 93Q: 3 clusters Score -2.150667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -21506666.000000 Penalty: 5985.297363
	Iteration 94Q: 3 clusters Score -2.150667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -21506666.000000 Penalty: 5985.297363
	Iteration 95F: 3 clusters Score -2.150667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (163328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Entering Unmasked Estep 
Score: -20305040.000000 Penalty: 2976.871826
	Iteration 0F: 2 clusters Score -2.030504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 82035 members 
Entering Unmasked Estep 
Score: -20197284.000000 Penalty: 5953.743652
	Iteration 0F: 3 clusters Score -2.019728e+07 nChanged 78166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -20243208.000000 Penalty: 5953.743652
	Iteration 1F: 3 clusters Score -2.024321e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -20245104.000000 Penalty: 5953.743652
	Iteration 2Q: 3 clusters Score -2.02451e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64245 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -20248280.000000 Penalty: 5953.743652
	Iteration 3Q: 3 clusters Score -2.024828e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -20254264.000000 Penalty: 5953.743652
	Iteration 4F: 3 clusters Score -2.025426e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 121601 members 
Entering Unmasked Estep 
Score: -20265100.000000 Penalty: 5953.743652
	Iteration 5F: 3 clusters Score -2.02651e+07 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 136319 members 
Entering Unmasked Estep 
Score: -20279730.000000 Penalty: 5953.743652
	Iteration 6F: 3 clusters Score -2.027973e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -20292292.000000 Penalty: 5953.743652
	Iteration 7F: 3 clusters Score -2.029229e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 155247 members 
Entering Unmasked Estep 
Score: -20299066.000000 Penalty: 5953.743652
	Iteration 8Q: 3 clusters Score -2.029907e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -20301874.000000 Penalty: 5953.743652
	Iteration 9Q: 3 clusters Score -2.030187e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -20302994.000000 Penalty: 5953.743652
	Iteration 10Q: 3 clusters Score -2.030299e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -20303392.000000 Penalty: 5953.743652
	Iteration 11Q: 3 clusters Score -2.030339e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -20303630.000000 Penalty: 5953.743652
	Iteration 12Q: 3 clusters Score -2.030363e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 160183 members 
Entering Unmasked Estep 
Score: -20303658.000000 Penalty: 5953.743652
	Iteration 13Q: 3 clusters Score -2.030366e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 160329 members 
Entering Unmasked Estep 
Score: -20303760.000000 Penalty: 5953.743652
	Iteration 14Q: 3 clusters Score -2.030376e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -20303772.000000 Penalty: 5953.743652
	Iteration 15Q: 3 clusters Score -2.030377e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 160523 members 
Entering Unmasked Estep 
Score: -20303766.000000 Penalty: 5953.743652
	Iteration 16Q: 3 clusters Score -2.030377e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -20303798.000000 Penalty: 5953.743652
	Iteration 17Q: 3 clusters Score -2.03038e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -20303818.000000 Penalty: 5953.743652
	Iteration 18Q: 3 clusters Score -2.030382e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 160682 members 
Entering Unmasked Estep 
Score: -20303830.000000 Penalty: 5953.743652
	Iteration 19Q: 3 clusters Score -2.030383e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 160717 members 
Entering Unmasked Estep 
Score: -20303832.000000 Penalty: 5953.743652
	Iteration 20F: 3 clusters Score -2.030383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 160754 members 
Entering Unmasked Estep 
Score: -20303840.000000 Penalty: 5953.743652
	Iteration 21Q: 3 clusters Score -2.030384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -20303818.000000 Penalty: 5953.743652
	Iteration 22Q: 3 clusters Score -2.030382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -20303830.000000 Penalty: 5953.743652
	Iteration 23Q: 3 clusters Score -2.030383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -20303830.000000 Penalty: 5953.743652
	Iteration 24Q: 3 clusters Score -2.030383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -20303826.000000 Penalty: 5953.743652
	Iteration 25Q: 3 clusters Score -2.030383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 160843 members 
Entering Unmasked Estep 
Score: -20303830.000000 Penalty: 5953.743652
	Iteration 26Q: 3 clusters Score -2.030383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 160844 members 
Entering Unmasked Estep 
Score: -20303812.000000 Penalty: 5953.743652
	Iteration 27Q: 3 clusters Score -2.030381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 160845 members 
Entering Unmasked Estep 
Score: -20303808.000000 Penalty: 5953.743652
	Iteration 28Q: 3 clusters Score -2.030381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 160850 members 
Entering Unmasked Estep 
Score: -20303818.000000 Penalty: 5953.743652
	Iteration 29Q: 3 clusters Score -2.030382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -20303828.000000 Penalty: 5953.743652
	Iteration 30Q: 3 clusters Score -2.030383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -20303828.000000 Penalty: 5953.743652
	Iteration 31F: 3 clusters Score -2.030383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -152577.125000 Penalty: 1800.783813
	Iteration 0F: 2 clusters Score -152577.1 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 668 members 
Entering Unmasked Estep 
Score: -150434.671875 Penalty: 3601.567627
	Iteration 0F: 3 clusters Score -150434.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151034.750000 Penalty: 3601.567627
	Iteration 1F: 3 clusters Score -151034.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -151484.140625 Penalty: 3601.567627
	Iteration 2F: 3 clusters Score -151484.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152001.250000 Penalty: 3601.567627
	Iteration 3F: 3 clusters Score -152001.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -152156.421875 Penalty: 3601.567627
	Iteration 4Q: 3 clusters Score -152156.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -152238.093750 Penalty: 3601.567627
	Iteration 5Q: 3 clusters Score -152238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152340.218750 Penalty: 3601.567627
	Iteration 6Q: 3 clusters Score -152340.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152452.359375 Penalty: 3601.567627
	Iteration 7Q: 3 clusters Score -152452.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -152582.390625 Penalty: 3601.567627
	Iteration 8Q: 3 clusters Score -152582.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -152741.343750 Penalty: 3601.567627
	Iteration 9Q: 3 clusters Score -152741.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152779.718750 Penalty: 3601.567627
	Iteration 10Q: 3 clusters Score -152779.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152804.187500 Penalty: 3601.567627
	Iteration 11Q: 3 clusters Score -152804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152826.703125 Penalty: 3601.567627
	Iteration 12Q: 3 clusters Score -152826.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152848.765625 Penalty: 3601.567627
	Iteration 13Q: 3 clusters Score -152848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152901.140625 Penalty: 3601.567627
	Iteration 14Q: 3 clusters Score -152901.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -153007.000000 Penalty: 3601.567627
	Iteration 15Q: 3 clusters Score -153007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153080.203125 Penalty: 3601.567627
	Iteration 16Q: 3 clusters Score -153080.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153151.406250 Penalty: 3601.567627
	Iteration 17Q: 3 clusters Score -153151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153180.703125 Penalty: 3601.567627
	Iteration 18Q: 3 clusters Score -153180.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153198.312500 Penalty: 3601.567627
	Iteration 19Q: 3 clusters Score -153198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153206.031250 Penalty: 3601.567627
	Iteration 20F: 3 clusters Score -153206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153207.312500 Penalty: 3601.567627
	Iteration 21Q: 3 clusters Score -153207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153208.218750 Penalty: 3601.567627
	Iteration 22Q: 3 clusters Score -153208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153209.312500 Penalty: 3601.567627
	Iteration 23Q: 3 clusters Score -153209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153211.390625 Penalty: 3601.567627
	Iteration 24Q: 3 clusters Score -153211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153214.031250 Penalty: 3601.567627
	Iteration 25Q: 3 clusters Score -153214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153218.203125 Penalty: 3601.567627
	Iteration 26Q: 3 clusters Score -153218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153218.718750 Penalty: 3601.567627
	Iteration 27Q: 3 clusters Score -153218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153218.718750 Penalty: 3601.567627
	Iteration 28F: 3 clusters Score -153218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 174056 members 
Mstep: Class 2 contains 163328 members 
Mstep: Class 3 contains 830 members 
Mstep: Class 4 contains 17913 members 
Mstep: Class 5 contains 116156 members 
Mstep: Class 6 contains 112520 members 
Mstep: Class 7 contains 7495 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 18906 members 
Mstep: Class 11 contains 623 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 2729 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 15507 members 
Mstep: Class 16 contains 163559 members 
Mstep: Class 17 contains 13626 members 
Mstep: Class 18 contains 218582 members 
Mstep: Class 19 contains 1179 members 
Mstep: Class 20 contains 197825 members 
Mstep: Class 21 contains 50229 members 
Mstep: Class 22 contains 76257 members 
Mstep: Class 23 contains 164658 members 
Mstep: Class 24 contains 723 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 594 members 
Entering Unmasked Estep 
Score: -194727520.000000 Penalty: 92160.671875
Splitting cluster 3 changes total score from -194728512.000000 to -194727520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (17913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Entering Unmasked Estep 
Score: -2153471.500000 Penalty: 2428.733887
	Iteration 0F: 2 clusters Score -2153472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2140685.500000 Penalty: 4857.467773
	Iteration 0F: 3 clusters Score -2140686 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2144860.000000 Penalty: 4857.467773
	Iteration 1F: 3 clusters Score -2144860 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2145231.250000 Penalty: 4857.467773
	Iteration 2F: 3 clusters Score -2145231 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2145499.750000 Penalty: 4857.467773
	Iteration 3Q: 3 clusters Score -2145500 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2145739.250000 Penalty: 4857.467773
	Iteration 4Q: 3 clusters Score -2145739 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2145993.000000 Penalty: 4857.467773
	Iteration 5Q: 3 clusters Score -2145993 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2146332.750000 Penalty: 4857.467773
	Iteration 6Q: 3 clusters Score -2146333 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2146752.750000 Penalty: 4857.467773
	Iteration 7Q: 3 clusters Score -2146753 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2147296.000000 Penalty: 4857.467773
	Iteration 8F: 3 clusters Score -2147296 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2147993.000000 Penalty: 4857.467773
	Iteration 9F: 3 clusters Score -2147993 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2148765.750000 Penalty: 4857.467773
	Iteration 10F: 3 clusters Score -2148766 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2149526.250000 Penalty: 4857.467773
	Iteration 11F: 3 clusters Score -2149526 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2150274.750000 Penalty: 4857.467773
	Iteration 12Q: 3 clusters Score -2150275 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2150845.750000 Penalty: 4857.467773
	Iteration 13Q: 3 clusters Score -2150846 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2151266.750000 Penalty: 4857.467773
	Iteration 14Q: 3 clusters Score -2151267 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2151505.500000 Penalty: 4857.467773
	Iteration 15Q: 3 clusters Score -2151506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2151626.250000 Penalty: 4857.467773
	Iteration 16Q: 3 clusters Score -2151626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2151683.500000 Penalty: 4857.467773
	Iteration 17Q: 3 clusters Score -2151684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2151701.250000 Penalty: 4857.467773
	Iteration 18Q: 3 clusters Score -2151701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2151718.750000 Penalty: 4857.467773
	Iteration 19Q: 3 clusters Score -2151719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2151731.500000 Penalty: 4857.467773
	Iteration 20F: 3 clusters Score -2151732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2151737.500000 Penalty: 4857.467773
	Iteration 21Q: 3 clusters Score -2151738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2151746.000000 Penalty: 4857.467773
	Iteration 22Q: 3 clusters Score -2151746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2151750.750000 Penalty: 4857.467773
	Iteration 23Q: 3 clusters Score -2151751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2151746.000000 Penalty: 4857.467773
	Iteration 24Q: 3 clusters Score -2151746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2151748.500000 Penalty: 4857.467773
	Iteration 25Q: 3 clusters Score -2151748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2151748.000000 Penalty: 4857.467773
	Iteration 26Q: 3 clusters Score -2151748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2151747.750000 Penalty: 4857.467773
	Iteration 27Q: 3 clusters Score -2151748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2151747.750000 Penalty: 4857.467773
	Iteration 28F: 3 clusters Score -2151748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (116156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116156 members 
Entering Unmasked Estep 
Score: -14414171.000000 Penalty: 2892.346924
	Iteration 0F: 2 clusters Score -1.441417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -14336292.000000 Penalty: 5784.693848
	Iteration 0F: 3 clusters Score -1.433629e+07 nChanged 55395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -14368282.000000 Penalty: 5784.693848
	Iteration 1F: 3 clusters Score -1.436828e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -14369235.000000 Penalty: 5784.693848
	Iteration 2Q: 3 clusters Score -1.436924e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -14370668.000000 Penalty: 5784.693848
	Iteration 3Q: 3 clusters Score -1.437067e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -14372471.000000 Penalty: 5784.693848
	Iteration 4Q: 3 clusters Score -1.437247e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -14374941.000000 Penalty: 5784.693848
	Iteration 5Q: 3 clusters Score -1.437494e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -14378764.000000 Penalty: 5784.693848
	Iteration 6F: 3 clusters Score -1.437876e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -14384582.000000 Penalty: 5784.693848
	Iteration 7F: 3 clusters Score -1.438458e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78526 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -14392086.000000 Penalty: 5784.693848
	Iteration 8F: 3 clusters Score -1.439209e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -14398941.000000 Penalty: 5784.693848
	Iteration 9F: 3 clusters Score -1.439894e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -14402839.000000 Penalty: 5784.693848
	Iteration 10Q: 3 clusters Score -1.440284e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -14404536.000000 Penalty: 5784.693848
	Iteration 11Q: 3 clusters Score -1.440454e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -14405602.000000 Penalty: 5784.693848
	Iteration 12Q: 3 clusters Score -1.44056e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -14406372.000000 Penalty: 5784.693848
	Iteration 13Q: 3 clusters Score -1.440637e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -14407183.000000 Penalty: 5784.693848
	Iteration 14Q: 3 clusters Score -1.440718e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -14407634.000000 Penalty: 5784.693848
	Iteration 15Q: 3 clusters Score -1.440763e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -14408267.000000 Penalty: 5784.693848
	Iteration 16Q: 3 clusters Score -1.440827e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -14408711.000000 Penalty: 5784.693848
	Iteration 17Q: 3 clusters Score -1.440871e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -14409180.000000 Penalty: 5784.693848
	Iteration 18Q: 3 clusters Score -1.440918e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -14409512.000000 Penalty: 5784.693848
	Iteration 19Q: 3 clusters Score -1.440951e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -14409877.000000 Penalty: 5784.693848
	Iteration 20F: 3 clusters Score -1.440988e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -14410203.000000 Penalty: 5784.693848
	Iteration 21Q: 3 clusters Score -1.44102e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104790 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -14410470.000000 Penalty: 5784.693848
	Iteration 22Q: 3 clusters Score -1.441047e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -14410731.000000 Penalty: 5784.693848
	Iteration 23Q: 3 clusters Score -1.441073e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106388 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -14410861.000000 Penalty: 5784.693848
	Iteration 24Q: 3 clusters Score -1.441086e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -14411012.000000 Penalty: 5784.693848
	Iteration 25Q: 3 clusters Score -1.441101e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107675 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -14411210.000000 Penalty: 5784.693848
	Iteration 26Q: 3 clusters Score -1.441121e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108256 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -14411358.000000 Penalty: 5784.693848
	Iteration 27Q: 3 clusters Score -1.441136e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108796 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -14411544.000000 Penalty: 5784.693848
	Iteration 28Q: 3 clusters Score -1.441154e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109290 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -14411623.000000 Penalty: 5784.693848
	Iteration 29Q: 3 clusters Score -1.441162e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109732 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -14411789.000000 Penalty: 5784.693848
	Iteration 30Q: 3 clusters Score -1.441179e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -14411849.000000 Penalty: 5784.693848
	Iteration 31Q: 3 clusters Score -1.441185e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -14411922.000000 Penalty: 5784.693848
	Iteration 32Q: 3 clusters Score -1.441192e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -14412002.000000 Penalty: 5784.693848
	Iteration 33Q: 3 clusters Score -1.4412e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110985 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -14411989.000000 Penalty: 5784.693848
	Iteration 34Q: 3 clusters Score -1.441199e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -14412013.000000 Penalty: 5784.693848
	Iteration 35Q: 3 clusters Score -1.441201e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111378 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -14412045.000000 Penalty: 5784.693848
	Iteration 36Q: 3 clusters Score -1.441204e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -14412076.000000 Penalty: 5784.693848
	Iteration 37Q: 3 clusters Score -1.441208e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111731 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -14412099.000000 Penalty: 5784.693848
	Iteration 38Q: 3 clusters Score -1.44121e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -14412094.000000 Penalty: 5784.693848
	Iteration 39Q: 3 clusters Score -1.441209e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -14412142.000000 Penalty: 5784.693848
	Iteration 40F: 3 clusters Score -1.441214e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -14412170.000000 Penalty: 5784.693848
	Iteration 41Q: 3 clusters Score -1.441217e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -14412204.000000 Penalty: 5784.693848
	Iteration 42Q: 3 clusters Score -1.44122e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -14412189.000000 Penalty: 5784.693848
	Iteration 43Q: 3 clusters Score -1.441219e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -14412225.000000 Penalty: 5784.693848
	Iteration 44Q: 3 clusters Score -1.441222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -14412249.000000 Penalty: 5784.693848
	Iteration 45Q: 3 clusters Score -1.441225e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -14412290.000000 Penalty: 5784.693848
	Iteration 46Q: 3 clusters Score -1.441229e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -14412299.000000 Penalty: 5784.693848
	Iteration 47Q: 3 clusters Score -1.44123e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112891 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -14412340.000000 Penalty: 5784.693848
	Iteration 48Q: 3 clusters Score -1.441234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -14412355.000000 Penalty: 5784.693848
	Iteration 49Q: 3 clusters Score -1.441236e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -14412359.000000 Penalty: 5784.693848
	Iteration 50Q: 3 clusters Score -1.441236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14412373.000000 Penalty: 5784.693848
	Iteration 51Q: 3 clusters Score -1.441237e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -14412390.000000 Penalty: 5784.693848
	Iteration 52Q: 3 clusters Score -1.441239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113154 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14412398.000000 Penalty: 5784.693848
	Iteration 53Q: 3 clusters Score -1.44124e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113198 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -14412399.000000 Penalty: 5784.693848
	Iteration 54Q: 3 clusters Score -1.44124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -14412401.000000 Penalty: 5784.693848
	Iteration 55Q: 3 clusters Score -1.44124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -14412415.000000 Penalty: 5784.693848
	Iteration 56Q: 3 clusters Score -1.441242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -14412430.000000 Penalty: 5784.693848
	Iteration 57Q: 3 clusters Score -1.441243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113340 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -14412431.000000 Penalty: 5784.693848
	Iteration 58Q: 3 clusters Score -1.441243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -14412460.000000 Penalty: 5784.693848
	Iteration 59Q: 3 clusters Score -1.441246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14412472.000000 Penalty: 5784.693848
	Iteration 60F: 3 clusters Score -1.441247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -14412477.000000 Penalty: 5784.693848
	Iteration 61Q: 3 clusters Score -1.441248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -14412477.000000 Penalty: 5784.693848
	Iteration 62Q: 3 clusters Score -1.441248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -14412487.000000 Penalty: 5784.693848
	Iteration 63Q: 3 clusters Score -1.441249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113433 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -14412488.000000 Penalty: 5784.693848
	Iteration 64Q: 3 clusters Score -1.441249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113442 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -14412487.000000 Penalty: 5784.693848
	Iteration 65Q: 3 clusters Score -1.441249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -14412483.000000 Penalty: 5784.693848
	Iteration 66Q: 3 clusters Score -1.441248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113459 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -14412490.000000 Penalty: 5784.693848
	Iteration 67Q: 3 clusters Score -1.441249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113466 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -14412488.000000 Penalty: 5784.693848
	Iteration 68Q: 3 clusters Score -1.441249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113471 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14412488.000000 Penalty: 5784.693848
	Iteration 69Q: 3 clusters Score -1.441249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -14412468.000000 Penalty: 5784.693848
	Iteration 70Q: 3 clusters Score -1.441247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113489 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14412479.000000 Penalty: 5784.693848
	Iteration 71Q: 3 clusters Score -1.441248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14412476.000000 Penalty: 5784.693848
	Iteration 72Q: 3 clusters Score -1.441248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -14412479.000000 Penalty: 5784.693848
	Iteration 73Q: 3 clusters Score -1.441248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113497 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -14412474.000000 Penalty: 5784.693848
	Iteration 74Q: 3 clusters Score -1.441247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113501 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -14412477.000000 Penalty: 5784.693848
	Iteration 75Q: 3 clusters Score -1.441248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14412472.000000 Penalty: 5784.693848
	Iteration 76Q: 3 clusters Score -1.441247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -14412472.000000 Penalty: 5784.693848
	Iteration 77F: 3 clusters Score -1.441247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Entering Unmasked Estep 
Score: -13990282.000000 Penalty: 2884.459717
	Iteration 0F: 2 clusters Score -1.399028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -13915118.000000 Penalty: 5768.919434
	Iteration 0F: 3 clusters Score -1.391512e+07 nChanged 53471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -13946387.000000 Penalty: 5768.919434
	Iteration 1F: 3 clusters Score -1.394639e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -13947511.000000 Penalty: 5768.919434
	Iteration 2Q: 3 clusters Score -1.394751e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -13948935.000000 Penalty: 5768.919434
	Iteration 3Q: 3 clusters Score -1.394894e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -13951209.000000 Penalty: 5768.919434
	Iteration 4Q: 3 clusters Score -1.395121e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -13954531.000000 Penalty: 5768.919434
	Iteration 5F: 3 clusters Score -1.395453e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -13959518.000000 Penalty: 5768.919434
	Iteration 6F: 3 clusters Score -1.395952e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -13966329.000000 Penalty: 5768.919434
	Iteration 7F: 3 clusters Score -1.396633e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -13973047.000000 Penalty: 5768.919434
	Iteration 8F: 3 clusters Score -1.397305e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -13976521.000000 Penalty: 5768.919434
	Iteration 9F: 3 clusters Score -1.397652e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -13977808.000000 Penalty: 5768.919434
	Iteration 10Q: 3 clusters Score -1.397781e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -13978383.000000 Penalty: 5768.919434
	Iteration 11Q: 3 clusters Score -1.397838e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -13978837.000000 Penalty: 5768.919434
	Iteration 12Q: 3 clusters Score -1.397884e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75898 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -13979190.000000 Penalty: 5768.919434
	Iteration 13Q: 3 clusters Score -1.397919e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -13979521.000000 Penalty: 5768.919434
	Iteration 14Q: 3 clusters Score -1.397952e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -13979839.000000 Penalty: 5768.919434
	Iteration 15Q: 3 clusters Score -1.397984e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -13980210.000000 Penalty: 5768.919434
	Iteration 16Q: 3 clusters Score -1.398021e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -13980546.000000 Penalty: 5768.919434
	Iteration 17Q: 3 clusters Score -1.398055e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -13980848.000000 Penalty: 5768.919434
	Iteration 18Q: 3 clusters Score -1.398085e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -13981083.000000 Penalty: 5768.919434
	Iteration 19Q: 3 clusters Score -1.398108e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -13981396.000000 Penalty: 5768.919434
	Iteration 20F: 3 clusters Score -1.39814e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -13981642.000000 Penalty: 5768.919434
	Iteration 21Q: 3 clusters Score -1.398164e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -13981869.000000 Penalty: 5768.919434
	Iteration 22Q: 3 clusters Score -1.398187e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -13982093.000000 Penalty: 5768.919434
	Iteration 23Q: 3 clusters Score -1.398209e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -13982416.000000 Penalty: 5768.919434
	Iteration 24Q: 3 clusters Score -1.398242e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -13982757.000000 Penalty: 5768.919434
	Iteration 25Q: 3 clusters Score -1.398276e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -13983064.000000 Penalty: 5768.919434
	Iteration 26Q: 3 clusters Score -1.398306e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -13983436.000000 Penalty: 5768.919434
	Iteration 27Q: 3 clusters Score -1.398344e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -13983648.000000 Penalty: 5768.919434
	Iteration 28Q: 3 clusters Score -1.398365e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -13984010.000000 Penalty: 5768.919434
	Iteration 29Q: 3 clusters Score -1.398401e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -13984298.000000 Penalty: 5768.919434
	Iteration 30Q: 3 clusters Score -1.39843e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -13984576.000000 Penalty: 5768.919434
	Iteration 31Q: 3 clusters Score -1.398458e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -13984832.000000 Penalty: 5768.919434
	Iteration 32Q: 3 clusters Score -1.398483e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -13985013.000000 Penalty: 5768.919434
	Iteration 33Q: 3 clusters Score -1.398501e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -13985271.000000 Penalty: 5768.919434
	Iteration 34Q: 3 clusters Score -1.398527e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -13985499.000000 Penalty: 5768.919434
	Iteration 35Q: 3 clusters Score -1.39855e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -13985739.000000 Penalty: 5768.919434
	Iteration 36Q: 3 clusters Score -1.398574e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -13985937.000000 Penalty: 5768.919434
	Iteration 37Q: 3 clusters Score -1.398594e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103290 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -13986152.000000 Penalty: 5768.919434
	Iteration 38Q: 3 clusters Score -1.398615e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -13986329.000000 Penalty: 5768.919434
	Iteration 39Q: 3 clusters Score -1.398633e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104529 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -13986474.000000 Penalty: 5768.919434
	Iteration 40F: 3 clusters Score -1.398647e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -13986644.000000 Penalty: 5768.919434
	Iteration 41Q: 3 clusters Score -1.398664e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -13986744.000000 Penalty: 5768.919434
	Iteration 42Q: 3 clusters Score -1.398674e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -13986889.000000 Penalty: 5768.919434
	Iteration 43Q: 3 clusters Score -1.398689e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -13987009.000000 Penalty: 5768.919434
	Iteration 44Q: 3 clusters Score -1.398701e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -13987103.000000 Penalty: 5768.919434
	Iteration 45Q: 3 clusters Score -1.39871e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107206 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -13987183.000000 Penalty: 5768.919434
	Iteration 46Q: 3 clusters Score -1.398718e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -13987300.000000 Penalty: 5768.919434
	Iteration 47Q: 3 clusters Score -1.39873e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -13987311.000000 Penalty: 5768.919434
	Iteration 48Q: 3 clusters Score -1.398731e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -13987423.000000 Penalty: 5768.919434
	Iteration 49Q: 3 clusters Score -1.398742e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108366 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -13987475.000000 Penalty: 5768.919434
	Iteration 50Q: 3 clusters Score -1.398748e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -13987553.000000 Penalty: 5768.919434
	Iteration 51Q: 3 clusters Score -1.398755e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -13987589.000000 Penalty: 5768.919434
	Iteration 52Q: 3 clusters Score -1.398759e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -13987573.000000 Penalty: 5768.919434
	Iteration 53Q: 3 clusters Score -1.398757e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109069 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -13987605.000000 Penalty: 5768.919434
	Iteration 54Q: 3 clusters Score -1.39876e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -13987624.000000 Penalty: 5768.919434
	Iteration 55Q: 3 clusters Score -1.398762e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -13987645.000000 Penalty: 5768.919434
	Iteration 56Q: 3 clusters Score -1.398764e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -13987702.000000 Penalty: 5768.919434
	Iteration 57Q: 3 clusters Score -1.39877e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -13987697.000000 Penalty: 5768.919434
	Iteration 58Q: 3 clusters Score -1.39877e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -13987701.000000 Penalty: 5768.919434
	Iteration 59Q: 3 clusters Score -1.39877e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -13987716.000000 Penalty: 5768.919434
	Iteration 60F: 3 clusters Score -1.398772e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -13987752.000000 Penalty: 5768.919434
	Iteration 61Q: 3 clusters Score -1.398775e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13987774.000000 Penalty: 5768.919434
	Iteration 62Q: 3 clusters Score -1.398777e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -13987792.000000 Penalty: 5768.919434
	Iteration 63Q: 3 clusters Score -1.398779e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -13987850.000000 Penalty: 5768.919434
	Iteration 64Q: 3 clusters Score -1.398785e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -13987858.000000 Penalty: 5768.919434
	Iteration 65Q: 3 clusters Score -1.398786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13987871.000000 Penalty: 5768.919434
	Iteration 66Q: 3 clusters Score -1.398787e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110119 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13987904.000000 Penalty: 5768.919434
	Iteration 67Q: 3 clusters Score -1.39879e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13987932.000000 Penalty: 5768.919434
	Iteration 68Q: 3 clusters Score -1.398793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13987959.000000 Penalty: 5768.919434
	Iteration 69Q: 3 clusters Score -1.398796e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13987972.000000 Penalty: 5768.919434
	Iteration 70Q: 3 clusters Score -1.398797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -13987982.000000 Penalty: 5768.919434
	Iteration 71Q: 3 clusters Score -1.398798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -13987980.000000 Penalty: 5768.919434
	Iteration 72Q: 3 clusters Score -1.398798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13987958.000000 Penalty: 5768.919434
	Iteration 73Q: 3 clusters Score -1.398796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13987972.000000 Penalty: 5768.919434
	Iteration 74Q: 3 clusters Score -1.398797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -13987990.000000 Penalty: 5768.919434
	Iteration 75Q: 3 clusters Score -1.398799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110401 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -13987988.000000 Penalty: 5768.919434
	Iteration 76Q: 3 clusters Score -1.398799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110416 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13987992.000000 Penalty: 5768.919434
	Iteration 77Q: 3 clusters Score -1.398799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -13987993.000000 Penalty: 5768.919434
	Iteration 78Q: 3 clusters Score -1.398799e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -13988007.000000 Penalty: 5768.919434
	Iteration 79Q: 3 clusters Score -1.398801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -13988009.000000 Penalty: 5768.919434
	Iteration 80F: 3 clusters Score -1.398801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110496 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13988005.000000 Penalty: 5768.919434
	Iteration 81Q: 3 clusters Score -1.3988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -13988024.000000 Penalty: 5768.919434
	Iteration 82Q: 3 clusters Score -1.398802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -13988012.000000 Penalty: 5768.919434
	Iteration 83Q: 3 clusters Score -1.398801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -13988022.000000 Penalty: 5768.919434
	Iteration 84Q: 3 clusters Score -1.398802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110551 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13988022.000000 Penalty: 5768.919434
	Iteration 85Q: 3 clusters Score -1.398802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13988018.000000 Penalty: 5768.919434
	Iteration 86Q: 3 clusters Score -1.398802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13988042.000000 Penalty: 5768.919434
	Iteration 87Q: 3 clusters Score -1.398804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -13988035.000000 Penalty: 5768.919434
	Iteration 88Q: 3 clusters Score -1.398804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -13988051.000000 Penalty: 5768.919434
	Iteration 89Q: 3 clusters Score -1.398805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110593 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -13988046.000000 Penalty: 5768.919434
	Iteration 90Q: 3 clusters Score -1.398805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13988047.000000 Penalty: 5768.919434
	Iteration 91Q: 3 clusters Score -1.398805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -13988054.000000 Penalty: 5768.919434
	Iteration 92Q: 3 clusters Score -1.398805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -13988049.000000 Penalty: 5768.919434
	Iteration 93Q: 3 clusters Score -1.398805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110628 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -13988059.000000 Penalty: 5768.919434
	Iteration 94Q: 3 clusters Score -1.398806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -13988062.000000 Penalty: 5768.919434
	Iteration 95Q: 3 clusters Score -1.398806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -13988053.000000 Penalty: 5768.919434
	Iteration 96Q: 3 clusters Score -1.398805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13988052.000000 Penalty: 5768.919434
	Iteration 97Q: 3 clusters Score -1.398805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13988058.000000 Penalty: 5768.919434
	Iteration 98Q: 3 clusters Score -1.398806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -13988059.000000 Penalty: 5768.919434
	Iteration 99Q: 3 clusters Score -1.398806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110669 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13988065.000000 Penalty: 5768.919434
	Iteration 100F: 3 clusters Score -1.398806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13988067.000000 Penalty: 5768.919434
	Iteration 101Q: 3 clusters Score -1.398807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -13988074.000000 Penalty: 5768.919434
	Iteration 102Q: 3 clusters Score -1.398807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13988075.000000 Penalty: 5768.919434
	Iteration 103Q: 3 clusters Score -1.398808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -13988084.000000 Penalty: 5768.919434
	Iteration 104Q: 3 clusters Score -1.398808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13988085.000000 Penalty: 5768.919434
	Iteration 105Q: 3 clusters Score -1.398808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13988087.000000 Penalty: 5768.919434
	Iteration 106Q: 3 clusters Score -1.398809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13988077.000000 Penalty: 5768.919434
	Iteration 107Q: 3 clusters Score -1.398808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13988092.000000 Penalty: 5768.919434
	Iteration 108Q: 3 clusters Score -1.398809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -13988078.000000 Penalty: 5768.919434
	Iteration 109Q: 3 clusters Score -1.398808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -13988073.000000 Penalty: 5768.919434
	Iteration 110Q: 3 clusters Score -1.398807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -13988077.000000 Penalty: 5768.919434
	Iteration 111Q: 3 clusters Score -1.398808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -13988085.000000 Penalty: 5768.919434
	Iteration 112Q: 3 clusters Score -1.398808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -13988088.000000 Penalty: 5768.919434
	Iteration 113Q: 3 clusters Score -1.398809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110728 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -13988083.000000 Penalty: 5768.919434
	Iteration 114Q: 3 clusters Score -1.398808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13988084.000000 Penalty: 5768.919434
	Iteration 115Q: 3 clusters Score -1.398808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -13988094.000000 Penalty: 5768.919434
	Iteration 116Q: 3 clusters Score -1.398809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110746 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13988100.000000 Penalty: 5768.919434
	Iteration 117Q: 3 clusters Score -1.39881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110749 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -13988112.000000 Penalty: 5768.919434
	Iteration 118Q: 3 clusters Score -1.398811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13988112.000000 Penalty: 5768.919434
	Iteration 119Q: 3 clusters Score -1.398811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110752 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13988103.000000 Penalty: 5768.919434
	Iteration 120F: 3 clusters Score -1.39881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110753 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -13988103.000000 Penalty: 5768.919434
	Iteration 121Q: 3 clusters Score -1.39881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13988107.000000 Penalty: 5768.919434
	Iteration 122Q: 3 clusters Score -1.398811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13988098.000000 Penalty: 5768.919434
	Iteration 123Q: 3 clusters Score -1.39881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -13988098.000000 Penalty: 5768.919434
	Iteration 124F: 3 clusters Score -1.39881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Entering Unmasked Estep 
Score: -870867.125000 Penalty: 2212.653809
	Iteration 0F: 2 clusters Score -870867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -864769.437500 Penalty: 4425.307617
	Iteration 0F: 3 clusters Score -864769.4 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -866442.937500 Penalty: 4425.307617
	Iteration 1F: 3 clusters Score -866442.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -866921.562500 Penalty: 4425.307617
	Iteration 2F: 3 clusters Score -866921.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -867419.687500 Penalty: 4425.307617
	Iteration 3F: 3 clusters Score -867419.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -867920.312500 Penalty: 4425.307617
	Iteration 4F: 3 clusters Score -867920.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -868339.625000 Penalty: 4425.307617
	Iteration 5F: 3 clusters Score -868339.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -868682.875000 Penalty: 4425.307617
	Iteration 6F: 3 clusters Score -868682.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -868922.125000 Penalty: 4425.307617
	Iteration 7Q: 3 clusters Score -868922.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -869074.312500 Penalty: 4425.307617
	Iteration 8Q: 3 clusters Score -869074.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -869171.562500 Penalty: 4425.307617
	Iteration 9Q: 3 clusters Score -869171.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -869249.875000 Penalty: 4425.307617
	Iteration 10Q: 3 clusters Score -869249.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -869308.187500 Penalty: 4425.307617
	Iteration 11Q: 3 clusters Score -869308.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -869350.125000 Penalty: 4425.307617
	Iteration 12Q: 3 clusters Score -869350.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -869378.187500 Penalty: 4425.307617
	Iteration 13Q: 3 clusters Score -869378.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -869395.687500 Penalty: 4425.307617
	Iteration 14Q: 3 clusters Score -869395.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -869410.625000 Penalty: 4425.307617
	Iteration 15Q: 3 clusters Score -869410.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -869419.375000 Penalty: 4425.307617
	Iteration 16Q: 3 clusters Score -869419.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -869427.437500 Penalty: 4425.307617
	Iteration 17Q: 3 clusters Score -869427.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -869432.500000 Penalty: 4425.307617
	Iteration 18Q: 3 clusters Score -869432.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -869437.312500 Penalty: 4425.307617
	Iteration 19Q: 3 clusters Score -869437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -869444.812500 Penalty: 4425.307617
	Iteration 20F: 3 clusters Score -869444.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -869446.375000 Penalty: 4425.307617
	Iteration 21Q: 3 clusters Score -869446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -869449.125000 Penalty: 4425.307617
	Iteration 22Q: 3 clusters Score -869449.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -869453.312500 Penalty: 4425.307617
	Iteration 23Q: 3 clusters Score -869453.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -869457.187500 Penalty: 4425.307617
	Iteration 24Q: 3 clusters Score -869457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -869459.312500 Penalty: 4425.307617
	Iteration 25Q: 3 clusters Score -869459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -869459.937500 Penalty: 4425.307617
	Iteration 26Q: 3 clusters Score -869459.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -869459.875000 Penalty: 4425.307617
	Iteration 27Q: 3 clusters Score -869459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -869461.562500 Penalty: 4425.307617
	Iteration 28Q: 3 clusters Score -869461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -869462.437500 Penalty: 4425.307617
	Iteration 29Q: 3 clusters Score -869462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -869462.437500 Penalty: 4425.307617
	Iteration 30F: 3 clusters Score -869462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Entering Unmasked Estep 
Score: -580356.500000 Penalty: 2101.674561
	Iteration 0F: 2 clusters Score -580356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -575987.187500 Penalty: 4203.349121
	Iteration 0F: 3 clusters Score -575987.2 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -577004.687500 Penalty: 4203.349121
	Iteration 1F: 3 clusters Score -577004.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -577222.375000 Penalty: 4203.349121
	Iteration 2F: 3 clusters Score -577222.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -577356.562500 Penalty: 4203.349121
	Iteration 3F: 3 clusters Score -577356.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -577456.062500 Penalty: 4203.349121
	Iteration 4Q: 3 clusters Score -577456.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -577539.312500 Penalty: 4203.349121
	Iteration 5Q: 3 clusters Score -577539.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -577624.562500 Penalty: 4203.349121
	Iteration 6Q: 3 clusters Score -577624.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -577735.500000 Penalty: 4203.349121
	Iteration 7Q: 3 clusters Score -577735.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -577876.125000 Penalty: 4203.349121
	Iteration 8Q: 3 clusters Score -577876.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -578018.062500 Penalty: 4203.349121
	Iteration 9Q: 3 clusters Score -578018.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -578170.187500 Penalty: 4203.349121
	Iteration 10Q: 3 clusters Score -578170.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -578384.625000 Penalty: 4203.349121
	Iteration 11Q: 3 clusters Score -578384.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -578587.250000 Penalty: 4203.349121
	Iteration 12Q: 3 clusters Score -578587.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -578738.062500 Penalty: 4203.349121
	Iteration 13Q: 3 clusters Score -578738.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -578864.187500 Penalty: 4203.349121
	Iteration 14Q: 3 clusters Score -578864.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -578943.687500 Penalty: 4203.349121
	Iteration 15Q: 3 clusters Score -578943.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -579004.062500 Penalty: 4203.349121
	Iteration 16Q: 3 clusters Score -579004.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -579048.750000 Penalty: 4203.349121
	Iteration 17Q: 3 clusters Score -579048.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -579087.500000 Penalty: 4203.349121
	Iteration 18Q: 3 clusters Score -579087.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -579114.375000 Penalty: 4203.349121
	Iteration 19Q: 3 clusters Score -579114.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -579138.937500 Penalty: 4203.349121
	Iteration 20F: 3 clusters Score -579138.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -579158.062500 Penalty: 4203.349121
	Iteration 21Q: 3 clusters Score -579158.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -579183.000000 Penalty: 4203.349121
	Iteration 22Q: 3 clusters Score -579183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -579216.937500 Penalty: 4203.349121
	Iteration 23Q: 3 clusters Score -579216.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -579266.812500 Penalty: 4203.349121
	Iteration 24Q: 3 clusters Score -579266.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -579298.937500 Penalty: 4203.349121
	Iteration 25Q: 3 clusters Score -579298.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -579326.125000 Penalty: 4203.349121
	Iteration 26Q: 3 clusters Score -579326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -579348.000000 Penalty: 4203.349121
	Iteration 27Q: 3 clusters Score -579348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -579362.062500 Penalty: 4203.349121
	Iteration 28Q: 3 clusters Score -579362.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -579373.812500 Penalty: 4203.349121
	Iteration 29Q: 3 clusters Score -579373.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -579379.187500 Penalty: 4203.349121
	Iteration 30Q: 3 clusters Score -579379.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -579382.500000 Penalty: 4203.349121
	Iteration 31Q: 3 clusters Score -579382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -579383.187500 Penalty: 4203.349121
	Iteration 32Q: 3 clusters Score -579383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -579387.687500 Penalty: 4203.349121
	Iteration 33Q: 3 clusters Score -579387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -579387.187500 Penalty: 4203.349121
	Iteration 34Q: 3 clusters Score -579387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -579388.125000 Penalty: 4203.349121
	Iteration 35Q: 3 clusters Score -579388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -579389.062500 Penalty: 4203.349121
	Iteration 36Q: 3 clusters Score -579389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -579389.125000 Penalty: 4203.349121
	Iteration 37Q: 3 clusters Score -579389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -579389.625000 Penalty: 4203.349121
	Iteration 38Q: 3 clusters Score -579389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -579391.312500 Penalty: 4203.349121
	Iteration 39Q: 3 clusters Score -579391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -579391.875000 Penalty: 4203.349121
	Iteration 40F: 3 clusters Score -579391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Entering Unmasked Estep 
Score: -9083634.000000 Penalty: 2787.861816
	Iteration 0F: 2 clusters Score -9083634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -9032491.000000 Penalty: 5575.723633
	Iteration 0F: 3 clusters Score -9032491 nChanged 35693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -9052629.000000 Penalty: 5575.723633
	Iteration 1F: 3 clusters Score -9052629 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -9053251.000000 Penalty: 5575.723633
	Iteration 2Q: 3 clusters Score -9053251 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -9054055.000000 Penalty: 5575.723633
	Iteration 3Q: 3 clusters Score -9054055 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -9055183.000000 Penalty: 5575.723633
	Iteration 4Q: 3 clusters Score -9055183 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -9056873.000000 Penalty: 5575.723633
	Iteration 5Q: 3 clusters Score -9056873 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -9059520.000000 Penalty: 5575.723633
	Iteration 6F: 3 clusters Score -9059520 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -9063542.000000 Penalty: 5575.723633
	Iteration 7F: 3 clusters Score -9063542 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -9068925.000000 Penalty: 5575.723633
	Iteration 8F: 3 clusters Score -9068925 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -9074178.000000 Penalty: 5575.723633
	Iteration 9F: 3 clusters Score -9074178 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -9077916.000000 Penalty: 5575.723633
	Iteration 10F: 3 clusters Score -9077916 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -9079794.000000 Penalty: 5575.723633
	Iteration 11Q: 3 clusters Score -9079794 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -9080584.000000 Penalty: 5575.723633
	Iteration 12Q: 3 clusters Score -9080584 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -9080924.000000 Penalty: 5575.723633
	Iteration 13Q: 3 clusters Score -9080924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -9081059.000000 Penalty: 5575.723633
	Iteration 14Q: 3 clusters Score -9081059 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -9081135.000000 Penalty: 5575.723633
	Iteration 15Q: 3 clusters Score -9081135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -9081177.000000 Penalty: 5575.723633
	Iteration 16Q: 3 clusters Score -9081177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -9081194.000000 Penalty: 5575.723633
	Iteration 17Q: 3 clusters Score -9081194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -9081207.000000 Penalty: 5575.723633
	Iteration 18Q: 3 clusters Score -9081207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -9081215.000000 Penalty: 5575.723633
	Iteration 19Q: 3 clusters Score -9081215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -9081219.000000 Penalty: 5575.723633
	Iteration 20F: 3 clusters Score -9081219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -9081217.000000 Penalty: 5575.723633
	Iteration 21Q: 3 clusters Score -9081217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -9081219.000000 Penalty: 5575.723633
	Iteration 22Q: 3 clusters Score -9081219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -9081219.000000 Penalty: 5575.723633
	Iteration 23Q: 3 clusters Score -9081219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -9081219.000000 Penalty: 5575.723633
	Iteration 24F: 3 clusters Score -9081219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Entering Unmasked Estep 
Score: -2417482.250000 Penalty: 2442.114258
	Iteration 0F: 2 clusters Score -2417482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2404077.750000 Penalty: 4884.228516
	Iteration 0F: 3 clusters Score -2404078 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2408448.750000 Penalty: 4884.228516
	Iteration 1F: 3 clusters Score -2408449 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2408831.250000 Penalty: 4884.228516
	Iteration 2F: 3 clusters Score -2408831 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2409128.500000 Penalty: 4884.228516
	Iteration 3Q: 3 clusters Score -2409128 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2409368.750000 Penalty: 4884.228516
	Iteration 4Q: 3 clusters Score -2409369 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2409562.750000 Penalty: 4884.228516
	Iteration 5Q: 3 clusters Score -2409563 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2409694.250000 Penalty: 4884.228516
	Iteration 6Q: 3 clusters Score -2409694 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2409782.750000 Penalty: 4884.228516
	Iteration 7Q: 3 clusters Score -2409783 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2409872.250000 Penalty: 4884.228516
	Iteration 8Q: 3 clusters Score -2409872 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2409963.750000 Penalty: 4884.228516
	Iteration 9Q: 3 clusters Score -2409964 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2410036.000000 Penalty: 4884.228516
	Iteration 10Q: 3 clusters Score -2410036 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2410108.000000 Penalty: 4884.228516
	Iteration 11Q: 3 clusters Score -2410108 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2410181.750000 Penalty: 4884.228516
	Iteration 12Q: 3 clusters Score -2410182 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2410267.000000 Penalty: 4884.228516
	Iteration 13Q: 3 clusters Score -2410267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2410361.250000 Penalty: 4884.228516
	Iteration 14Q: 3 clusters Score -2410361 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2410499.500000 Penalty: 4884.228516
	Iteration 15Q: 3 clusters Score -2410500 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2410687.500000 Penalty: 4884.228516
	Iteration 16Q: 3 clusters Score -2410688 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2410957.250000 Penalty: 4884.228516
	Iteration 17Q: 3 clusters Score -2410957 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2411306.000000 Penalty: 4884.228516
	Iteration 18Q: 3 clusters Score -2411306 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2411719.750000 Penalty: 4884.228516
	Iteration 19Q: 3 clusters Score -2411720 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2412180.750000 Penalty: 4884.228516
	Iteration 20F: 3 clusters Score -2412181 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2412623.250000 Penalty: 4884.228516
	Iteration 21Q: 3 clusters Score -2412623 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2413016.500000 Penalty: 4884.228516
	Iteration 22Q: 3 clusters Score -2413016 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2413389.750000 Penalty: 4884.228516
	Iteration 23Q: 3 clusters Score -2413390 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2413749.250000 Penalty: 4884.228516
	Iteration 24Q: 3 clusters Score -2413749 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2414060.750000 Penalty: 4884.228516
	Iteration 25Q: 3 clusters Score -2414061 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2414307.250000 Penalty: 4884.228516
	Iteration 26Q: 3 clusters Score -2414307 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2414528.500000 Penalty: 4884.228516
	Iteration 27Q: 3 clusters Score -2414528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2414698.250000 Penalty: 4884.228516
	Iteration 28Q: 3 clusters Score -2414698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2414848.250000 Penalty: 4884.228516
	Iteration 29Q: 3 clusters Score -2414848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2414950.500000 Penalty: 4884.228516
	Iteration 30Q: 3 clusters Score -2414950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2415022.500000 Penalty: 4884.228516
	Iteration 31Q: 3 clusters Score -2415022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2415083.750000 Penalty: 4884.228516
	Iteration 32Q: 3 clusters Score -2415084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2415146.000000 Penalty: 4884.228516
	Iteration 33Q: 3 clusters Score -2415146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2415190.750000 Penalty: 4884.228516
	Iteration 34Q: 3 clusters Score -2415191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2415212.500000 Penalty: 4884.228516
	Iteration 35Q: 3 clusters Score -2415212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2415241.500000 Penalty: 4884.228516
	Iteration 36Q: 3 clusters Score -2415242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2415269.750000 Penalty: 4884.228516
	Iteration 37Q: 3 clusters Score -2415270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2415290.000000 Penalty: 4884.228516
	Iteration 38Q: 3 clusters Score -2415290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2415294.250000 Penalty: 4884.228516
	Iteration 39Q: 3 clusters Score -2415294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2415301.250000 Penalty: 4884.228516
	Iteration 40F: 3 clusters Score -2415301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2415306.750000 Penalty: 4884.228516
	Iteration 41Q: 3 clusters Score -2415307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2415307.000000 Penalty: 4884.228516
	Iteration 42Q: 3 clusters Score -2415307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2415309.250000 Penalty: 4884.228516
	Iteration 43Q: 3 clusters Score -2415309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2415311.500000 Penalty: 4884.228516
	Iteration 44Q: 3 clusters Score -2415312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2415311.000000 Penalty: 4884.228516
	Iteration 45Q: 3 clusters Score -2415311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2415312.000000 Penalty: 4884.228516
	Iteration 46Q: 3 clusters Score -2415312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2415314.750000 Penalty: 4884.228516
	Iteration 47Q: 3 clusters Score -2415315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2415314.750000 Penalty: 4884.228516
	Iteration 48F: 3 clusters Score -2415315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -69250.148438 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -69250.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67599.335938 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -67599.34 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67869.226562 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -67869.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67981.328125 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -67981.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68051.460938 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -68051.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68111.601562 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -68111.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68172.875000 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -68172.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68193.742188 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -68193.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68206.437500 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -68206.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68219.921875 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -68219.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68228.000000 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -68228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68228.554688 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -68228.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68228.554688 Penalty: 3191.535156
	Iteration 11F: 3 clusters Score -68228.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -604385.937500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -604385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -599664.312500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -599664.3 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -601054.875000 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -601054.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -601562.125000 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -601562.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -602003.937500 Penalty: 4259.475098
	Iteration 3F: 3 clusters Score -602003.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -602371.812500 Penalty: 4259.475098
	Iteration 4F: 3 clusters Score -602371.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -602654.312500 Penalty: 4259.475098
	Iteration 5F: 3 clusters Score -602654.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -602809.812500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -602809.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -602914.250000 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -602914.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -602993.375000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -602993.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -603069.000000 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -603069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -603112.750000 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -603112.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -603143.500000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -603143.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -603172.312500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -603172.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -603194.812500 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -603194.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -603221.375000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -603221.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -603250.437500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -603250.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -603284.500000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -603284.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -603318.562500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -603318.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -603363.625000 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -603363.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -603406.125000 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -603406.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -603448.687500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -603448.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -603486.562500 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -603486.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -603513.187500 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -603513.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -603533.187500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -603533.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -603555.437500 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -603555.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -603572.312500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -603572.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -603590.750000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -603590.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -603607.312500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -603607.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -603622.562500 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -603622.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -603640.500000 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -603640.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -603652.000000 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -603652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -603664.312500 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -603664.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -603674.875000 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -603674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -603680.750000 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -603680.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -603688.500000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -603688.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -603691.937500 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -603691.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -603696.000000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -603696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -603700.687500 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -603700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -603701.687500 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -603701.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -603704.312500 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -603704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -603710.125000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -603710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -603709.375000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -603709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -603710.125000 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -603710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -603710.125000 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -603710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -603711.000000 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -603711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -603710.750000 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -603710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -603712.000000 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -603712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -603712.000000 Penalty: 4259.475098
	Iteration 47Q: 3 clusters Score -603712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -603713.625000 Penalty: 4259.475098
	Iteration 48Q: 3 clusters Score -603713.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -603713.937500 Penalty: 4259.475098
	Iteration 49Q: 3 clusters Score -603713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -603714.562500 Penalty: 4259.475098
	Iteration 50Q: 3 clusters Score -603714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -603716.375000 Penalty: 4259.475098
	Iteration 51Q: 3 clusters Score -603716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -603717.937500 Penalty: 4259.475098
	Iteration 52Q: 3 clusters Score -603717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -603719.875000 Penalty: 4259.475098
	Iteration 53Q: 3 clusters Score -603719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -603720.312500 Penalty: 4259.475098
	Iteration 54Q: 3 clusters Score -603720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -603721.125000 Penalty: 4259.475098
	Iteration 55Q: 3 clusters Score -603721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -603720.625000 Penalty: 4259.475098
	Iteration 56Q: 3 clusters Score -603720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -603721.750000 Penalty: 4259.475098
	Iteration 57Q: 3 clusters Score -603721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -603725.250000 Penalty: 4259.475098
	Iteration 58Q: 3 clusters Score -603725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -603724.687500 Penalty: 4259.475098
	Iteration 59Q: 3 clusters Score -603724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -603724.000000 Penalty: 4259.475098
	Iteration 60F: 3 clusters Score -603724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -603725.000000 Penalty: 4259.475098
	Iteration 61Q: 3 clusters Score -603725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -603726.500000 Penalty: 4259.475098
	Iteration 62Q: 3 clusters Score -603726.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -603726.500000 Penalty: 4259.475098
	Iteration 63F: 3 clusters Score -603726.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -336117.250000 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -336117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333025.156250 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -333025.2 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -333638.937500 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -333638.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -333784.062500 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -333784.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -333862.718750 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -333862.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -333910.812500 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -333910.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -333945.750000 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -333945.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -333974.843750 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -333974.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -333998.781250 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -333998.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -334016.562500 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -334016.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -334031.593750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -334031.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -334044.156250 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -334044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -334056.187500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -334056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -334068.906250 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -334068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -334081.406250 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -334081.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -334093.406250 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -334093.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -334107.125000 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -334107.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -334118.843750 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -334118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -334125.031250 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -334125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -334127.812500 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -334127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -334130.656250 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -334130.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -334133.843750 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -334133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -334137.625000 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -334137.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -334140.812500 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -334140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -334143.468750 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -334143.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -334146.500000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -334146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -334146.937500 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -334146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -334148.062500 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -334148.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -334148.562500 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -334148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -334149.218750 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -334149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -334149.250000 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -334149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -334149.843750 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -334149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -334149.843750 Penalty: 3924.198486
	Iteration 31F: 3 clusters Score -334149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -792377.437500 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -792377.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -786733.375000 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -786733.4 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -788471.187500 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -788471.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -789086.000000 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -789086 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -789763.437500 Penalty: 4376.383301
	Iteration 3F: 3 clusters Score -789763.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -790389.000000 Penalty: 4376.383301
	Iteration 4F: 3 clusters Score -790389 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -790819.187500 Penalty: 4376.383301
	Iteration 5F: 3 clusters Score -790819.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -791051.250000 Penalty: 4376.383301
	Iteration 6F: 3 clusters Score -791051.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -791215.875000 Penalty: 4376.383301
	Iteration 7Q: 3 clusters Score -791215.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -791316.875000 Penalty: 4376.383301
	Iteration 8Q: 3 clusters Score -791316.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -791380.062500 Penalty: 4376.383301
	Iteration 9Q: 3 clusters Score -791380.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -791421.750000 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -791421.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -791449.125000 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -791449.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -791466.375000 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -791466.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -791476.187500 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -791476.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -791481.812500 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -791481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -791485.000000 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -791485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -791487.312500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -791487.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -791491.500000 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -791491.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -791494.250000 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -791494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -791498.625000 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -791498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -791499.687500 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -791499.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -791503.937500 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -791503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -791505.562500 Penalty: 4376.383301
	Iteration 22Q: 3 clusters Score -791505.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -791508.000000 Penalty: 4376.383301
	Iteration 23Q: 3 clusters Score -791508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -791511.812500 Penalty: 4376.383301
	Iteration 24Q: 3 clusters Score -791511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -791515.875000 Penalty: 4376.383301
	Iteration 25Q: 3 clusters Score -791515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -791519.312500 Penalty: 4376.383301
	Iteration 26Q: 3 clusters Score -791519.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -791523.812500 Penalty: 4376.383301
	Iteration 27Q: 3 clusters Score -791523.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -791524.500000 Penalty: 4376.383301
	Iteration 28Q: 3 clusters Score -791524.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -791526.312500 Penalty: 4376.383301
	Iteration 29Q: 3 clusters Score -791526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -791528.125000 Penalty: 4376.383301
	Iteration 30Q: 3 clusters Score -791528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -791529.437500 Penalty: 4376.383301
	Iteration 31Q: 3 clusters Score -791529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -791530.625000 Penalty: 4376.383301
	Iteration 32Q: 3 clusters Score -791530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -791531.500000 Penalty: 4376.383301
	Iteration 33Q: 3 clusters Score -791531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -791536.437500 Penalty: 4376.383301
	Iteration 34Q: 3 clusters Score -791536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -791537.812500 Penalty: 4376.383301
	Iteration 35Q: 3 clusters Score -791537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -791538.625000 Penalty: 4376.383301
	Iteration 36Q: 3 clusters Score -791538.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -791540.750000 Penalty: 4376.383301
	Iteration 37Q: 3 clusters Score -791540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -791543.812500 Penalty: 4376.383301
	Iteration 38Q: 3 clusters Score -791543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -791543.500000 Penalty: 4376.383301
	Iteration 39Q: 3 clusters Score -791543.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -791545.250000 Penalty: 4376.383301
	Iteration 40F: 3 clusters Score -791545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -791544.625000 Penalty: 4376.383301
	Iteration 41Q: 3 clusters Score -791544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -791545.125000 Penalty: 4376.383301
	Iteration 42Q: 3 clusters Score -791545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -791546.625000 Penalty: 4376.383301
	Iteration 43Q: 3 clusters Score -791546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -791545.750000 Penalty: 4376.383301
	Iteration 44Q: 3 clusters Score -791545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -791547.750000 Penalty: 4376.383301
	Iteration 45Q: 3 clusters Score -791547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -791548.875000 Penalty: 4376.383301
	Iteration 46Q: 3 clusters Score -791548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -791550.437500 Penalty: 4376.383301
	Iteration 47Q: 3 clusters Score -791550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -791551.687500 Penalty: 4376.383301
	Iteration 48Q: 3 clusters Score -791551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -791551.687500 Penalty: 4376.383301
	Iteration 49F: 3 clusters Score -791551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Entering Unmasked Estep 
Score: -1858151.625000 Penalty: 2392.963623
	Iteration 0F: 2 clusters Score -1858152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1847027.375000 Penalty: 4785.927246
	Iteration 0F: 3 clusters Score -1847027 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1850500.375000 Penalty: 4785.927246
	Iteration 1F: 3 clusters Score -1850500 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1850937.125000 Penalty: 4785.927246
	Iteration 2F: 3 clusters Score -1850937 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1851338.000000 Penalty: 4785.927246
	Iteration 3F: 3 clusters Score -1851338 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1851784.875000 Penalty: 4785.927246
	Iteration 4Q: 3 clusters Score -1851785 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1852315.625000 Penalty: 4785.927246
	Iteration 5F: 3 clusters Score -1852316 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1852914.625000 Penalty: 4785.927246
	Iteration 6F: 3 clusters Score -1852915 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1853572.750000 Penalty: 4785.927246
	Iteration 7F: 3 clusters Score -1853573 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1854163.875000 Penalty: 4785.927246
	Iteration 8F: 3 clusters Score -1854164 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1854688.625000 Penalty: 4785.927246
	Iteration 9Q: 3 clusters Score -1854689 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1855118.250000 Penalty: 4785.927246
	Iteration 10Q: 3 clusters Score -1855118 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1855399.500000 Penalty: 4785.927246
	Iteration 11Q: 3 clusters Score -1855400 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1855604.875000 Penalty: 4785.927246
	Iteration 12Q: 3 clusters Score -1855605 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1855751.500000 Penalty: 4785.927246
	Iteration 13Q: 3 clusters Score -1855752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1855847.500000 Penalty: 4785.927246
	Iteration 14Q: 3 clusters Score -1855848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1855890.875000 Penalty: 4785.927246
	Iteration 15Q: 3 clusters Score -1855891 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -1855939.125000 Penalty: 4785.927246
	Iteration 16Q: 3 clusters Score -1855939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1855975.875000 Penalty: 4785.927246
	Iteration 17Q: 3 clusters Score -1855976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1856004.375000 Penalty: 4785.927246
	Iteration 18Q: 3 clusters Score -1856004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1856022.750000 Penalty: 4785.927246
	Iteration 19Q: 3 clusters Score -1856023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1856035.250000 Penalty: 4785.927246
	Iteration 20F: 3 clusters Score -1856035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1856044.750000 Penalty: 4785.927246
	Iteration 21Q: 3 clusters Score -1856045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1856049.750000 Penalty: 4785.927246
	Iteration 22Q: 3 clusters Score -1856050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1856057.000000 Penalty: 4785.927246
	Iteration 23Q: 3 clusters Score -1856057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1856069.625000 Penalty: 4785.927246
	Iteration 24Q: 3 clusters Score -1856070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1856082.250000 Penalty: 4785.927246
	Iteration 25Q: 3 clusters Score -1856082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1856089.625000 Penalty: 4785.927246
	Iteration 26Q: 3 clusters Score -1856090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1856091.125000 Penalty: 4785.927246
	Iteration 27Q: 3 clusters Score -1856091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1856095.875000 Penalty: 4785.927246
	Iteration 28Q: 3 clusters Score -1856096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1856096.375000 Penalty: 4785.927246
	Iteration 29Q: 3 clusters Score -1856096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1856098.625000 Penalty: 4785.927246
	Iteration 30Q: 3 clusters Score -1856099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1856098.625000 Penalty: 4785.927246
	Iteration 31Q: 3 clusters Score -1856099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1856100.375000 Penalty: 4785.927246
	Iteration 32Q: 3 clusters Score -1856100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1856100.375000 Penalty: 4785.927246
	Iteration 33F: 3 clusters Score -1856100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Entering Unmasked Estep 
Score: -20263380.000000 Penalty: 2977.222168
	Iteration 0F: 2 clusters Score -2.026338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -20154870.000000 Penalty: 5954.444336
	Iteration 0F: 3 clusters Score -2.015487e+07 nChanged 78439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -20200620.000000 Penalty: 5954.444336
	Iteration 1F: 3 clusters Score -2.020062e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -20201682.000000 Penalty: 5954.444336
	Iteration 2Q: 3 clusters Score -2.020168e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -20203042.000000 Penalty: 5954.444336
	Iteration 3Q: 3 clusters Score -2.020304e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -20205354.000000 Penalty: 5954.444336
	Iteration 4Q: 3 clusters Score -2.020535e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -20209248.000000 Penalty: 5954.444336
	Iteration 5Q: 3 clusters Score -2.020925e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -20215348.000000 Penalty: 5954.444336
	Iteration 6F: 3 clusters Score -2.021535e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -20224422.000000 Penalty: 5954.444336
	Iteration 7F: 3 clusters Score -2.022442e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130702 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -20235196.000000 Penalty: 5954.444336
	Iteration 8F: 3 clusters Score -2.02352e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140084 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -20244682.000000 Penalty: 5954.444336
	Iteration 9F: 3 clusters Score -2.024468e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146380 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -20250922.000000 Penalty: 5954.444336
	Iteration 10Q: 3 clusters Score -2.025092e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -20254496.000000 Penalty: 5954.444336
	Iteration 11Q: 3 clusters Score -2.02545e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -20256638.000000 Penalty: 5954.444336
	Iteration 12Q: 3 clusters Score -2.025664e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154541 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -20258034.000000 Penalty: 5954.444336
	Iteration 13Q: 3 clusters Score -2.025803e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -20258892.000000 Penalty: 5954.444336
	Iteration 14Q: 3 clusters Score -2.025889e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -20259488.000000 Penalty: 5954.444336
	Iteration 15Q: 3 clusters Score -2.025949e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -20259994.000000 Penalty: 5954.444336
	Iteration 16Q: 3 clusters Score -2.025999e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158319 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -20260322.000000 Penalty: 5954.444336
	Iteration 17Q: 3 clusters Score -2.026032e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -20260598.000000 Penalty: 5954.444336
	Iteration 18Q: 3 clusters Score -2.02606e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -20260778.000000 Penalty: 5954.444336
	Iteration 19Q: 3 clusters Score -2.026078e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159568 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -20260938.000000 Penalty: 5954.444336
	Iteration 20F: 3 clusters Score -2.026094e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159832 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -20261124.000000 Penalty: 5954.444336
	Iteration 21Q: 3 clusters Score -2.026112e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -20261190.000000 Penalty: 5954.444336
	Iteration 22Q: 3 clusters Score -2.026119e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160213 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -20261234.000000 Penalty: 5954.444336
	Iteration 23Q: 3 clusters Score -2.026123e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160386 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -20261304.000000 Penalty: 5954.444336
	Iteration 24Q: 3 clusters Score -2.02613e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160514 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -20261368.000000 Penalty: 5954.444336
	Iteration 25Q: 3 clusters Score -2.026137e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20261380.000000 Penalty: 5954.444336
	Iteration 26Q: 3 clusters Score -2.026138e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20261430.000000 Penalty: 5954.444336
	Iteration 27Q: 3 clusters Score -2.026143e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160785 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -20261460.000000 Penalty: 5954.444336
	Iteration 28Q: 3 clusters Score -2.026146e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160867 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -20261502.000000 Penalty: 5954.444336
	Iteration 29Q: 3 clusters Score -2.02615e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160945 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20261488.000000 Penalty: 5954.444336
	Iteration 30Q: 3 clusters Score -2.026149e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -20261534.000000 Penalty: 5954.444336
	Iteration 31Q: 3 clusters Score -2.026153e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161057 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20261524.000000 Penalty: 5954.444336
	Iteration 32Q: 3 clusters Score -2.026152e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -20261546.000000 Penalty: 5954.444336
	Iteration 33Q: 3 clusters Score -2.026155e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -20261560.000000 Penalty: 5954.444336
	Iteration 34Q: 3 clusters Score -2.026156e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161194 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -20261578.000000 Penalty: 5954.444336
	Iteration 35Q: 3 clusters Score -2.026158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161232 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -20261574.000000 Penalty: 5954.444336
	Iteration 36Q: 3 clusters Score -2.026157e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -20261610.000000 Penalty: 5954.444336
	Iteration 37Q: 3 clusters Score -2.026161e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 38Q: 3 clusters Score -2.026164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161323 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 39Q: 3 clusters Score -2.026164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161341 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20261626.000000 Penalty: 5954.444336
	Iteration 40F: 3 clusters Score -2.026163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161358 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -20261634.000000 Penalty: 5954.444336
	Iteration 41Q: 3 clusters Score -2.026163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161365 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 42Q: 3 clusters Score -2.026164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161373 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -20261634.000000 Penalty: 5954.444336
	Iteration 43Q: 3 clusters Score -2.026163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161381 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -20261632.000000 Penalty: 5954.444336
	Iteration 44Q: 3 clusters Score -2.026163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20261636.000000 Penalty: 5954.444336
	Iteration 45Q: 3 clusters Score -2.026164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20261624.000000 Penalty: 5954.444336
	Iteration 46Q: 3 clusters Score -2.026162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161400 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20261620.000000 Penalty: 5954.444336
	Iteration 47Q: 3 clusters Score -2.026162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161407 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -20261632.000000 Penalty: 5954.444336
	Iteration 48Q: 3 clusters Score -2.026163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -20261648.000000 Penalty: 5954.444336
	Iteration 49Q: 3 clusters Score -2.026165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20261646.000000 Penalty: 5954.444336
	Iteration 50Q: 3 clusters Score -2.026165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161425 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20261654.000000 Penalty: 5954.444336
	Iteration 51Q: 3 clusters Score -2.026165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -20261638.000000 Penalty: 5954.444336
	Iteration 52Q: 3 clusters Score -2.026164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161437 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 53Q: 3 clusters Score -2.026164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -20261638.000000 Penalty: 5954.444336
	Iteration 54Q: 3 clusters Score -2.026164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -20261628.000000 Penalty: 5954.444336
	Iteration 55Q: 3 clusters Score -2.026163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20261636.000000 Penalty: 5954.444336
	Iteration 56Q: 3 clusters Score -2.026164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 57Q: 3 clusters Score -2.026164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 58Q: 3 clusters Score -2.026164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -20261650.000000 Penalty: 5954.444336
	Iteration 59Q: 3 clusters Score -2.026165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161461 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20261644.000000 Penalty: 5954.444336
	Iteration 60F: 3 clusters Score -2.026164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -20261642.000000 Penalty: 5954.444336
	Iteration 61Q: 3 clusters Score -2.026164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -20261658.000000 Penalty: 5954.444336
	Iteration 62Q: 3 clusters Score -2.026166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161476 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -20261660.000000 Penalty: 5954.444336
	Iteration 63Q: 3 clusters Score -2.026166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20261654.000000 Penalty: 5954.444336
	Iteration 64Q: 3 clusters Score -2.026165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20261650.000000 Penalty: 5954.444336
	Iteration 65Q: 3 clusters Score -2.026165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161475 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -20261656.000000 Penalty: 5954.444336
	Iteration 66Q: 3 clusters Score -2.026166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20261660.000000 Penalty: 5954.444336
	Iteration 67Q: 3 clusters Score -2.026166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20261654.000000 Penalty: 5954.444336
	Iteration 68Q: 3 clusters Score -2.026165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161472 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -20261652.000000 Penalty: 5954.444336
	Iteration 69Q: 3 clusters Score -2.026165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20261654.000000 Penalty: 5954.444336
	Iteration 70Q: 3 clusters Score -2.026165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161470 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20261646.000000 Penalty: 5954.444336
	Iteration 71Q: 3 clusters Score -2.026165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20261648.000000 Penalty: 5954.444336
	Iteration 72Q: 3 clusters Score -2.026165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -20261648.000000 Penalty: 5954.444336
	Iteration 73F: 3 clusters Score -2.026165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Entering Unmasked Estep 
Score: -1651797.375000 Penalty: 2360.894287
	Iteration 0F: 2 clusters Score -1651797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1641865.125000 Penalty: 4721.788574
	Iteration 0F: 3 clusters Score -1641865 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1645135.000000 Penalty: 4721.788574
	Iteration 1F: 3 clusters Score -1645135 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1645713.000000 Penalty: 4721.788574
	Iteration 2F: 3 clusters Score -1645713 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1646213.875000 Penalty: 4721.788574
	Iteration 3F: 3 clusters Score -1646214 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1646598.625000 Penalty: 4721.788574
	Iteration 4F: 3 clusters Score -1646599 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1646922.125000 Penalty: 4721.788574
	Iteration 5Q: 3 clusters Score -1646922 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1647249.875000 Penalty: 4721.788574
	Iteration 6Q: 3 clusters Score -1647250 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1647581.875000 Penalty: 4721.788574
	Iteration 7Q: 3 clusters Score -1647582 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1647916.625000 Penalty: 4721.788574
	Iteration 8Q: 3 clusters Score -1647917 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1648287.875000 Penalty: 4721.788574
	Iteration 9Q: 3 clusters Score -1648288 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1648681.000000 Penalty: 4721.788574
	Iteration 10Q: 3 clusters Score -1648681 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1649046.875000 Penalty: 4721.788574
	Iteration 11Q: 3 clusters Score -1649047 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1649380.000000 Penalty: 4721.788574
	Iteration 12Q: 3 clusters Score -1649380 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1649649.125000 Penalty: 4721.788574
	Iteration 13Q: 3 clusters Score -1649649 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1649882.000000 Penalty: 4721.788574
	Iteration 14Q: 3 clusters Score -1649882 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1650053.750000 Penalty: 4721.788574
	Iteration 15Q: 3 clusters Score -1650054 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1650171.375000 Penalty: 4721.788574
	Iteration 16Q: 3 clusters Score -1650171 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1650259.625000 Penalty: 4721.788574
	Iteration 17Q: 3 clusters Score -1650260 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1650343.625000 Penalty: 4721.788574
	Iteration 18Q: 3 clusters Score -1650344 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1650416.750000 Penalty: 4721.788574
	Iteration 19Q: 3 clusters Score -1650417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1650458.875000 Penalty: 4721.788574
	Iteration 20F: 3 clusters Score -1650459 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1650494.500000 Penalty: 4721.788574
	Iteration 21Q: 3 clusters Score -1650494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1650519.750000 Penalty: 4721.788574
	Iteration 22Q: 3 clusters Score -1650520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1650542.375000 Penalty: 4721.788574
	Iteration 23Q: 3 clusters Score -1650542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1650565.000000 Penalty: 4721.788574
	Iteration 24Q: 3 clusters Score -1650565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1650572.375000 Penalty: 4721.788574
	Iteration 25Q: 3 clusters Score -1650572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1650578.750000 Penalty: 4721.788574
	Iteration 26Q: 3 clusters Score -1650579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1650586.375000 Penalty: 4721.788574
	Iteration 27Q: 3 clusters Score -1650586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1650594.250000 Penalty: 4721.788574
	Iteration 28Q: 3 clusters Score -1650594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1650601.125000 Penalty: 4721.788574
	Iteration 29Q: 3 clusters Score -1650601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1650606.625000 Penalty: 4721.788574
	Iteration 30Q: 3 clusters Score -1650607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1650617.375000 Penalty: 4721.788574
	Iteration 31Q: 3 clusters Score -1650617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1650622.625000 Penalty: 4721.788574
	Iteration 32Q: 3 clusters Score -1650623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1650626.500000 Penalty: 4721.788574
	Iteration 33Q: 3 clusters Score -1650626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1650628.000000 Penalty: 4721.788574
	Iteration 34Q: 3 clusters Score -1650628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1650630.875000 Penalty: 4721.788574
	Iteration 35Q: 3 clusters Score -1650631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1650627.000000 Penalty: 4721.788574
	Iteration 36Q: 3 clusters Score -1650627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1650630.000000 Penalty: 4721.788574
	Iteration 37Q: 3 clusters Score -1650630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1650631.000000 Penalty: 4721.788574
	Iteration 38Q: 3 clusters Score -1650631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1650630.250000 Penalty: 4721.788574
	Iteration 39Q: 3 clusters Score -1650630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1650629.875000 Penalty: 4721.788574
	Iteration 40F: 3 clusters Score -1650630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1650629.875000 Penalty: 4721.788574
	Iteration 41Q: 3 clusters Score -1650630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1650629.875000 Penalty: 4721.788574
	Iteration 42F: 3 clusters Score -1650630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (218582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218582 members 
Entering Unmasked Estep 
Score: -26772390.000000 Penalty: 3049.139160
	Iteration 0F: 2 clusters Score -2.677239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -26628824.000000 Penalty: 6098.278320
	Iteration 0F: 3 clusters Score -2.662882e+07 nChanged 105403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -26691138.000000 Penalty: 6098.278320
	Iteration 1F: 3 clusters Score -2.669114e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -26692320.000000 Penalty: 6098.278320
	Iteration 2Q: 3 clusters Score -2.669232e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101795 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -26694240.000000 Penalty: 6098.278320
	Iteration 3Q: 3 clusters Score -2.669424e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98200 members 
Mstep: Class 2 contains 120382 members 
Entering Unmasked Estep 
Score: -26697378.000000 Penalty: 6098.278320
	Iteration 4Q: 3 clusters Score -2.669738e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -26702144.000000 Penalty: 6098.278320
	Iteration 5Q: 3 clusters Score -2.670214e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86965 members 
Mstep: Class 2 contains 131617 members 
Entering Unmasked Estep 
Score: -26708970.000000 Penalty: 6098.278320
	Iteration 6Q: 3 clusters Score -2.670897e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 138962 members 
Entering Unmasked Estep 
Score: -26717752.000000 Penalty: 6098.278320
	Iteration 7F: 3 clusters Score -2.671775e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 146625 members 
Entering Unmasked Estep 
Score: -26727338.000000 Penalty: 6098.278320
	Iteration 8F: 3 clusters Score -2.672734e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -26735704.000000 Penalty: 6098.278320
	Iteration 9F: 3 clusters Score -2.67357e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -26742220.000000 Penalty: 6098.278320
	Iteration 10F: 3 clusters Score -2.674222e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 165547 members 
Entering Unmasked Estep 
Score: -26746912.000000 Penalty: 6098.278320
	Iteration 11Q: 3 clusters Score -2.674691e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 169958 members 
Entering Unmasked Estep 
Score: -26750048.000000 Penalty: 6098.278320
	Iteration 12Q: 3 clusters Score -2.675005e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -26752068.000000 Penalty: 6098.278320
	Iteration 13Q: 3 clusters Score -2.675207e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 177857 members 
Entering Unmasked Estep 
Score: -26753844.000000 Penalty: 6098.278320
	Iteration 14Q: 3 clusters Score -2.675384e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 181386 members 
Entering Unmasked Estep 
Score: -26755246.000000 Penalty: 6098.278320
	Iteration 15Q: 3 clusters Score -2.675525e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 184823 members 
Entering Unmasked Estep 
Score: -26756588.000000 Penalty: 6098.278320
	Iteration 16Q: 3 clusters Score -2.675659e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 188041 members 
Entering Unmasked Estep 
Score: -26757756.000000 Penalty: 6098.278320
	Iteration 17Q: 3 clusters Score -2.675776e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 191148 members 
Entering Unmasked Estep 
Score: -26758952.000000 Penalty: 6098.278320
	Iteration 18Q: 3 clusters Score -2.675895e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -26760032.000000 Penalty: 6098.278320
	Iteration 19Q: 3 clusters Score -2.676003e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 196622 members 
Entering Unmasked Estep 
Score: -26761108.000000 Penalty: 6098.278320
	Iteration 20F: 3 clusters Score -2.676111e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 199025 members 
Entering Unmasked Estep 
Score: -26762096.000000 Penalty: 6098.278320
	Iteration 21Q: 3 clusters Score -2.67621e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 201195 members 
Entering Unmasked Estep 
Score: -26762808.000000 Penalty: 6098.278320
	Iteration 22Q: 3 clusters Score -2.676281e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 203120 members 
Entering Unmasked Estep 
Score: -26763456.000000 Penalty: 6098.278320
	Iteration 23Q: 3 clusters Score -2.676346e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 204898 members 
Entering Unmasked Estep 
Score: -26764140.000000 Penalty: 6098.278320
	Iteration 24Q: 3 clusters Score -2.676414e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 206592 members 
Entering Unmasked Estep 
Score: -26764910.000000 Penalty: 6098.278320
	Iteration 25Q: 3 clusters Score -2.676491e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 208067 members 
Entering Unmasked Estep 
Score: -26765536.000000 Penalty: 6098.278320
	Iteration 26Q: 3 clusters Score -2.676554e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 209380 members 
Entering Unmasked Estep 
Score: -26766154.000000 Penalty: 6098.278320
	Iteration 27Q: 3 clusters Score -2.676615e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 210591 members 
Entering Unmasked Estep 
Score: -26766642.000000 Penalty: 6098.278320
	Iteration 28Q: 3 clusters Score -2.676664e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 211647 members 
Entering Unmasked Estep 
Score: -26767112.000000 Penalty: 6098.278320
	Iteration 29Q: 3 clusters Score -2.676711e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 212521 members 
Entering Unmasked Estep 
Score: -26767440.000000 Penalty: 6098.278320
	Iteration 30Q: 3 clusters Score -2.676744e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 213261 members 
Entering Unmasked Estep 
Score: -26767794.000000 Penalty: 6098.278320
	Iteration 31Q: 3 clusters Score -2.676779e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 213911 members 
Entering Unmasked Estep 
Score: -26768018.000000 Penalty: 6098.278320
	Iteration 32Q: 3 clusters Score -2.676802e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 214451 members 
Entering Unmasked Estep 
Score: -26768266.000000 Penalty: 6098.278320
	Iteration 33Q: 3 clusters Score -2.676827e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 214872 members 
Entering Unmasked Estep 
Score: -26768430.000000 Penalty: 6098.278320
	Iteration 34Q: 3 clusters Score -2.676843e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 215209 members 
Entering Unmasked Estep 
Score: -26768626.000000 Penalty: 6098.278320
	Iteration 35Q: 3 clusters Score -2.676863e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 215479 members 
Entering Unmasked Estep 
Score: -26768778.000000 Penalty: 6098.278320
	Iteration 36Q: 3 clusters Score -2.676878e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 215727 members 
Entering Unmasked Estep 
Score: -26768898.000000 Penalty: 6098.278320
	Iteration 37Q: 3 clusters Score -2.67689e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 215939 members 
Entering Unmasked Estep 
Score: -26769020.000000 Penalty: 6098.278320
	Iteration 38Q: 3 clusters Score -2.676902e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 216109 members 
Entering Unmasked Estep 
Score: -26769048.000000 Penalty: 6098.278320
	Iteration 39Q: 3 clusters Score -2.676905e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 216242 members 
Entering Unmasked Estep 
Score: -26769116.000000 Penalty: 6098.278320
	Iteration 40F: 3 clusters Score -2.676912e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 216351 members 
Entering Unmasked Estep 
Score: -26769118.000000 Penalty: 6098.278320
	Iteration 41Q: 3 clusters Score -2.676912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 216449 members 
Entering Unmasked Estep 
Score: -26769130.000000 Penalty: 6098.278320
	Iteration 42Q: 3 clusters Score -2.676913e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 216520 members 
Entering Unmasked Estep 
Score: -26769188.000000 Penalty: 6098.278320
	Iteration 43Q: 3 clusters Score -2.676919e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 216574 members 
Entering Unmasked Estep 
Score: -26769220.000000 Penalty: 6098.278320
	Iteration 44Q: 3 clusters Score -2.676922e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 216627 members 
Entering Unmasked Estep 
Score: -26769272.000000 Penalty: 6098.278320
	Iteration 45Q: 3 clusters Score -2.676927e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 216677 members 
Entering Unmasked Estep 
Score: -26769270.000000 Penalty: 6098.278320
	Iteration 46Q: 3 clusters Score -2.676927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 216719 members 
Entering Unmasked Estep 
Score: -26769306.000000 Penalty: 6098.278320
	Iteration 47Q: 3 clusters Score -2.676931e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 216758 members 
Entering Unmasked Estep 
Score: -26769346.000000 Penalty: 6098.278320
	Iteration 48Q: 3 clusters Score -2.676935e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 216796 members 
Entering Unmasked Estep 
Score: -26769388.000000 Penalty: 6098.278320
	Iteration 49Q: 3 clusters Score -2.676939e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 216847 members 
Entering Unmasked Estep 
Score: -26769436.000000 Penalty: 6098.278320
	Iteration 50Q: 3 clusters Score -2.676944e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 216888 members 
Entering Unmasked Estep 
Score: -26769436.000000 Penalty: 6098.278320
	Iteration 51Q: 3 clusters Score -2.676944e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 216924 members 
Entering Unmasked Estep 
Score: -26769446.000000 Penalty: 6098.278320
	Iteration 52Q: 3 clusters Score -2.676945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 216956 members 
Entering Unmasked Estep 
Score: -26769454.000000 Penalty: 6098.278320
	Iteration 53Q: 3 clusters Score -2.676945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 216994 members 
Entering Unmasked Estep 
Score: -26769490.000000 Penalty: 6098.278320
	Iteration 54Q: 3 clusters Score -2.676949e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 217027 members 
Entering Unmasked Estep 
Score: -26769518.000000 Penalty: 6098.278320
	Iteration 55Q: 3 clusters Score -2.676952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 217042 members 
Entering Unmasked Estep 
Score: -26769478.000000 Penalty: 6098.278320
	Iteration 56Q: 3 clusters Score -2.676948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 217057 members 
Entering Unmasked Estep 
Score: -26769504.000000 Penalty: 6098.278320
	Iteration 57Q: 3 clusters Score -2.67695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 217069 members 
Entering Unmasked Estep 
Score: -26769510.000000 Penalty: 6098.278320
	Iteration 58Q: 3 clusters Score -2.676951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 217081 members 
Entering Unmasked Estep 
Score: -26769528.000000 Penalty: 6098.278320
	Iteration 59Q: 3 clusters Score -2.676953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 217098 members 
Entering Unmasked Estep 
Score: -26769558.000000 Penalty: 6098.278320
	Iteration 60F: 3 clusters Score -2.676956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 217112 members 
Entering Unmasked Estep 
Score: -26769532.000000 Penalty: 6098.278320
	Iteration 61Q: 3 clusters Score -2.676953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 217127 members 
Entering Unmasked Estep 
Score: -26769546.000000 Penalty: 6098.278320
	Iteration 62Q: 3 clusters Score -2.676955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 217137 members 
Entering Unmasked Estep 
Score: -26769580.000000 Penalty: 6098.278320
	Iteration 63Q: 3 clusters Score -2.676958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 217148 members 
Entering Unmasked Estep 
Score: -26769578.000000 Penalty: 6098.278320
	Iteration 64Q: 3 clusters Score -2.676958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 217161 members 
Entering Unmasked Estep 
Score: -26769596.000000 Penalty: 6098.278320
	Iteration 65Q: 3 clusters Score -2.67696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 217174 members 
Entering Unmasked Estep 
Score: -26769606.000000 Penalty: 6098.278320
	Iteration 66Q: 3 clusters Score -2.676961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 217183 members 
Entering Unmasked Estep 
Score: -26769610.000000 Penalty: 6098.278320
	Iteration 67Q: 3 clusters Score -2.676961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 217192 members 
Entering Unmasked Estep 
Score: -26769630.000000 Penalty: 6098.278320
	Iteration 68Q: 3 clusters Score -2.676963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 217198 members 
Entering Unmasked Estep 
Score: -26769612.000000 Penalty: 6098.278320
	Iteration 69Q: 3 clusters Score -2.676961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 217204 members 
Entering Unmasked Estep 
Score: -26769614.000000 Penalty: 6098.278320
	Iteration 70Q: 3 clusters Score -2.676961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 217208 members 
Entering Unmasked Estep 
Score: -26769618.000000 Penalty: 6098.278320
	Iteration 71Q: 3 clusters Score -2.676962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 217210 members 
Entering Unmasked Estep 
Score: -26769636.000000 Penalty: 6098.278320
	Iteration 72Q: 3 clusters Score -2.676964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 217212 members 
Entering Unmasked Estep 
Score: -26769636.000000 Penalty: 6098.278320
	Iteration 73Q: 3 clusters Score -2.676964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 217214 members 
Entering Unmasked Estep 
Score: -26769652.000000 Penalty: 6098.278320
	Iteration 74Q: 3 clusters Score -2.676965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 217214 members 
Entering Unmasked Estep 
Score: -26769652.000000 Penalty: 6098.278320
	Iteration 75F: 3 clusters Score -2.676965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -122605.023438 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -122605 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 610 members 
Entering Unmasked Estep 
Score: -120652.257812 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -120652.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121119.320312 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -121119.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -121310.343750 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -121310.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121447.093750 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -121447.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121625.453125 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -121625.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121834.718750 Penalty: 3507.921387
	Iteration 5F: 3 clusters Score -121834.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -121997.406250 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -121997.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -122139.476562 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -122139.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -122279.992188 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -122280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -122356.265625 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -122356.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -122410.937500 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -122410.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -122437.851562 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -122437.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -122458.398438 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -122458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122468.953125 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -122469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122489.437500 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -122489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -122494.843750 Penalty: 3507.921387
	Iteration 15Q: 3 clusters Score -122494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -122497.359375 Penalty: 3507.921387
	Iteration 16Q: 3 clusters Score -122497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -122497.359375 Penalty: 3507.921387
	Iteration 17F: 3 clusters Score -122497.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (197825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197825 members 
Entering Unmasked Estep 
Score: -24192142.000000 Penalty: 3024.394287
	Iteration 0F: 2 clusters Score -2.419214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -24063526.000000 Penalty: 6048.788574
	Iteration 0F: 3 clusters Score -2.406353e+07 nChanged 95099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -24120622.000000 Penalty: 6048.788574
	Iteration 1F: 3 clusters Score -2.412062e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 110050 members 
Entering Unmasked Estep 
Score: -24123002.000000 Penalty: 6048.788574
	Iteration 2Q: 3 clusters Score -2.4123e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -24127286.000000 Penalty: 6048.788574
	Iteration 3Q: 3 clusters Score -2.412729e+07 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 123089 members 
Entering Unmasked Estep 
Score: -24133290.000000 Penalty: 6048.788574
	Iteration 4Q: 3 clusters Score -2.413329e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 132125 members 
Entering Unmasked Estep 
Score: -24142122.000000 Penalty: 6048.788574
	Iteration 5F: 3 clusters Score -2.414212e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -24152538.000000 Penalty: 6048.788574
	Iteration 6F: 3 clusters Score -2.415254e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -24162776.000000 Penalty: 6048.788574
	Iteration 7F: 3 clusters Score -2.416278e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 155899 members 
Entering Unmasked Estep 
Score: -24170060.000000 Penalty: 6048.788574
	Iteration 8F: 3 clusters Score -2.417006e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 160163 members 
Entering Unmasked Estep 
Score: -24174092.000000 Penalty: 6048.788574
	Iteration 9Q: 3 clusters Score -2.417409e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -24176048.000000 Penalty: 6048.788574
	Iteration 10Q: 3 clusters Score -2.417605e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 167315 members 
Entering Unmasked Estep 
Score: -24177400.000000 Penalty: 6048.788574
	Iteration 11Q: 3 clusters Score -2.41774e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -24178808.000000 Penalty: 6048.788574
	Iteration 12Q: 3 clusters Score -2.417881e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -24180056.000000 Penalty: 6048.788574
	Iteration 13Q: 3 clusters Score -2.418006e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -24181290.000000 Penalty: 6048.788574
	Iteration 14Q: 3 clusters Score -2.418129e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 180220 members 
Entering Unmasked Estep 
Score: -24182430.000000 Penalty: 6048.788574
	Iteration 15Q: 3 clusters Score -2.418243e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 182866 members 
Entering Unmasked Estep 
Score: -24183514.000000 Penalty: 6048.788574
	Iteration 16Q: 3 clusters Score -2.418351e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 185203 members 
Entering Unmasked Estep 
Score: -24184378.000000 Penalty: 6048.788574
	Iteration 17Q: 3 clusters Score -2.418438e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -24185198.000000 Penalty: 6048.788574
	Iteration 18Q: 3 clusters Score -2.41852e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 188905 members 
Entering Unmasked Estep 
Score: -24185936.000000 Penalty: 6048.788574
	Iteration 19Q: 3 clusters Score -2.418594e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 190329 members 
Entering Unmasked Estep 
Score: -24186484.000000 Penalty: 6048.788574
	Iteration 20F: 3 clusters Score -2.418648e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 191490 members 
Entering Unmasked Estep 
Score: -24186944.000000 Penalty: 6048.788574
	Iteration 21Q: 3 clusters Score -2.418694e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 192432 members 
Entering Unmasked Estep 
Score: -24187480.000000 Penalty: 6048.788574
	Iteration 22Q: 3 clusters Score -2.418748e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 193185 members 
Entering Unmasked Estep 
Score: -24187770.000000 Penalty: 6048.788574
	Iteration 23Q: 3 clusters Score -2.418777e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 193805 members 
Entering Unmasked Estep 
Score: -24188060.000000 Penalty: 6048.788574
	Iteration 24Q: 3 clusters Score -2.418806e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 194289 members 
Entering Unmasked Estep 
Score: -24188310.000000 Penalty: 6048.788574
	Iteration 25Q: 3 clusters Score -2.418831e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -24188434.000000 Penalty: 6048.788574
	Iteration 26Q: 3 clusters Score -2.418843e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 194972 members 
Entering Unmasked Estep 
Score: -24188594.000000 Penalty: 6048.788574
	Iteration 27Q: 3 clusters Score -2.418859e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 195226 members 
Entering Unmasked Estep 
Score: -24188720.000000 Penalty: 6048.788574
	Iteration 28Q: 3 clusters Score -2.418872e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 195395 members 
Entering Unmasked Estep 
Score: -24188786.000000 Penalty: 6048.788574
	Iteration 29Q: 3 clusters Score -2.418879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 195536 members 
Entering Unmasked Estep 
Score: -24188846.000000 Penalty: 6048.788574
	Iteration 30Q: 3 clusters Score -2.418885e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 195667 members 
Entering Unmasked Estep 
Score: -24188864.000000 Penalty: 6048.788574
	Iteration 31Q: 3 clusters Score -2.418886e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 195763 members 
Entering Unmasked Estep 
Score: -24188928.000000 Penalty: 6048.788574
	Iteration 32Q: 3 clusters Score -2.418893e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 195842 members 
Entering Unmasked Estep 
Score: -24188994.000000 Penalty: 6048.788574
	Iteration 33Q: 3 clusters Score -2.418899e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 195900 members 
Entering Unmasked Estep 
Score: -24189044.000000 Penalty: 6048.788574
	Iteration 34Q: 3 clusters Score -2.418904e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 195954 members 
Entering Unmasked Estep 
Score: -24189056.000000 Penalty: 6048.788574
	Iteration 35Q: 3 clusters Score -2.418906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 196006 members 
Entering Unmasked Estep 
Score: -24189060.000000 Penalty: 6048.788574
	Iteration 36Q: 3 clusters Score -2.418906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 196050 members 
Entering Unmasked Estep 
Score: -24189110.000000 Penalty: 6048.788574
	Iteration 37Q: 3 clusters Score -2.418911e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 196085 members 
Entering Unmasked Estep 
Score: -24189156.000000 Penalty: 6048.788574
	Iteration 38Q: 3 clusters Score -2.418916e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 196124 members 
Entering Unmasked Estep 
Score: -24189138.000000 Penalty: 6048.788574
	Iteration 39Q: 3 clusters Score -2.418914e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 196162 members 
Entering Unmasked Estep 
Score: -24189174.000000 Penalty: 6048.788574
	Iteration 40F: 3 clusters Score -2.418917e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 196199 members 
Entering Unmasked Estep 
Score: -24189184.000000 Penalty: 6048.788574
	Iteration 41Q: 3 clusters Score -2.418918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 196229 members 
Entering Unmasked Estep 
Score: -24189218.000000 Penalty: 6048.788574
	Iteration 42Q: 3 clusters Score -2.418922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 196250 members 
Entering Unmasked Estep 
Score: -24189224.000000 Penalty: 6048.788574
	Iteration 43Q: 3 clusters Score -2.418922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 196270 members 
Entering Unmasked Estep 
Score: -24189244.000000 Penalty: 6048.788574
	Iteration 44Q: 3 clusters Score -2.418924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 196291 members 
Entering Unmasked Estep 
Score: -24189244.000000 Penalty: 6048.788574
	Iteration 45Q: 3 clusters Score -2.418924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 196307 members 
Entering Unmasked Estep 
Score: -24189254.000000 Penalty: 6048.788574
	Iteration 46Q: 3 clusters Score -2.418925e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 196318 members 
Entering Unmasked Estep 
Score: -24189266.000000 Penalty: 6048.788574
	Iteration 47Q: 3 clusters Score -2.418927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 196332 members 
Entering Unmasked Estep 
Score: -24189258.000000 Penalty: 6048.788574
	Iteration 48Q: 3 clusters Score -2.418926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 196347 members 
Entering Unmasked Estep 
Score: -24189254.000000 Penalty: 6048.788574
	Iteration 49Q: 3 clusters Score -2.418925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 196359 members 
Entering Unmasked Estep 
Score: -24189256.000000 Penalty: 6048.788574
	Iteration 50Q: 3 clusters Score -2.418926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 196362 members 
Entering Unmasked Estep 
Score: -24189252.000000 Penalty: 6048.788574
	Iteration 51Q: 3 clusters Score -2.418925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 196366 members 
Entering Unmasked Estep 
Score: -24189256.000000 Penalty: 6048.788574
	Iteration 52Q: 3 clusters Score -2.418926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 196368 members 
Entering Unmasked Estep 
Score: -24189264.000000 Penalty: 6048.788574
	Iteration 53Q: 3 clusters Score -2.418926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 196369 members 
Entering Unmasked Estep 
Score: -24189268.000000 Penalty: 6048.788574
	Iteration 54Q: 3 clusters Score -2.418927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 196368 members 
Entering Unmasked Estep 
Score: -24189268.000000 Penalty: 6048.788574
	Iteration 55Q: 3 clusters Score -2.418927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -24189274.000000 Penalty: 6048.788574
	Iteration 56Q: 3 clusters Score -2.418927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 196367 members 
Entering Unmasked Estep 
Score: -24189262.000000 Penalty: 6048.788574
	Iteration 57Q: 3 clusters Score -2.418926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 196369 members 
Entering Unmasked Estep 
Score: -24189256.000000 Penalty: 6048.788574
	Iteration 58Q: 3 clusters Score -2.418926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 196370 members 
Entering Unmasked Estep 
Score: -24189264.000000 Penalty: 6048.788574
	Iteration 59Q: 3 clusters Score -2.418926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 196370 members 
Entering Unmasked Estep 
Score: -24189258.000000 Penalty: 6048.788574
	Iteration 60F: 3 clusters Score -2.418926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 196373 members 
Entering Unmasked Estep 
Score: -24189252.000000 Penalty: 6048.788574
	Iteration 61Q: 3 clusters Score -2.418925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 196376 members 
Entering Unmasked Estep 
Score: -24189268.000000 Penalty: 6048.788574
	Iteration 62Q: 3 clusters Score -2.418927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 196381 members 
Entering Unmasked Estep 
Score: -24189282.000000 Penalty: 6048.788574
	Iteration 63Q: 3 clusters Score -2.418928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 196383 members 
Entering Unmasked Estep 
Score: -24189282.000000 Penalty: 6048.788574
	Iteration 64Q: 3 clusters Score -2.418928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 196385 members 
Entering Unmasked Estep 
Score: -24189286.000000 Penalty: 6048.788574
	Iteration 65Q: 3 clusters Score -2.418929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 196387 members 
Entering Unmasked Estep 
Score: -24189272.000000 Penalty: 6048.788574
	Iteration 66Q: 3 clusters Score -2.418927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 196391 members 
Entering Unmasked Estep 
Score: -24189280.000000 Penalty: 6048.788574
	Iteration 67Q: 3 clusters Score -2.418928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 196397 members 
Entering Unmasked Estep 
Score: -24189276.000000 Penalty: 6048.788574
	Iteration 68Q: 3 clusters Score -2.418928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 196400 members 
Entering Unmasked Estep 
Score: -24189274.000000 Penalty: 6048.788574
	Iteration 69Q: 3 clusters Score -2.418927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 196405 members 
Entering Unmasked Estep 
Score: -24189270.000000 Penalty: 6048.788574
	Iteration 70Q: 3 clusters Score -2.418927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 196412 members 
Entering Unmasked Estep 
Score: -24189258.000000 Penalty: 6048.788574
	Iteration 71Q: 3 clusters Score -2.418926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 196415 members 
Entering Unmasked Estep 
Score: -24189264.000000 Penalty: 6048.788574
	Iteration 72Q: 3 clusters Score -2.418926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 196418 members 
Entering Unmasked Estep 
Score: -24189272.000000 Penalty: 6048.788574
	Iteration 73Q: 3 clusters Score -2.418927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196422 members 
Entering Unmasked Estep 
Score: -24189278.000000 Penalty: 6048.788574
	Iteration 74Q: 3 clusters Score -2.418928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 196429 members 
Entering Unmasked Estep 
Score: -24189290.000000 Penalty: 6048.788574
	Iteration 75Q: 3 clusters Score -2.418929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 196435 members 
Entering Unmasked Estep 
Score: -24189276.000000 Penalty: 6048.788574
	Iteration 76Q: 3 clusters Score -2.418928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 196443 members 
Entering Unmasked Estep 
Score: -24189280.000000 Penalty: 6048.788574
	Iteration 77Q: 3 clusters Score -2.418928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -24189260.000000 Penalty: 6048.788574
	Iteration 78Q: 3 clusters Score -2.418926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 196465 members 
Entering Unmasked Estep 
Score: -24189300.000000 Penalty: 6048.788574
	Iteration 79Q: 3 clusters Score -2.41893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 196481 members 
Entering Unmasked Estep 
Score: -24189316.000000 Penalty: 6048.788574
	Iteration 80F: 3 clusters Score -2.418932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 196493 members 
Entering Unmasked Estep 
Score: -24189326.000000 Penalty: 6048.788574
	Iteration 81Q: 3 clusters Score -2.418933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 196496 members 
Entering Unmasked Estep 
Score: -24189320.000000 Penalty: 6048.788574
	Iteration 82Q: 3 clusters Score -2.418932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 196500 members 
Entering Unmasked Estep 
Score: -24189326.000000 Penalty: 6048.788574
	Iteration 83Q: 3 clusters Score -2.418933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 196506 members 
Entering Unmasked Estep 
Score: -24189336.000000 Penalty: 6048.788574
	Iteration 84Q: 3 clusters Score -2.418934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 196511 members 
Entering Unmasked Estep 
Score: -24189344.000000 Penalty: 6048.788574
	Iteration 85Q: 3 clusters Score -2.418934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -24189346.000000 Penalty: 6048.788574
	Iteration 86Q: 3 clusters Score -2.418935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 196523 members 
Entering Unmasked Estep 
Score: -24189348.000000 Penalty: 6048.788574
	Iteration 87Q: 3 clusters Score -2.418935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 196529 members 
Entering Unmasked Estep 
Score: -24189346.000000 Penalty: 6048.788574
	Iteration 88Q: 3 clusters Score -2.418935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 196534 members 
Entering Unmasked Estep 
Score: -24189348.000000 Penalty: 6048.788574
	Iteration 89Q: 3 clusters Score -2.418935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 196538 members 
Entering Unmasked Estep 
Score: -24189352.000000 Penalty: 6048.788574
	Iteration 90Q: 3 clusters Score -2.418935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 196539 members 
Entering Unmasked Estep 
Score: -24189348.000000 Penalty: 6048.788574
	Iteration 91Q: 3 clusters Score -2.418935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 196538 members 
Entering Unmasked Estep 
Score: -24189338.000000 Penalty: 6048.788574
	Iteration 92Q: 3 clusters Score -2.418934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 196547 members 
Entering Unmasked Estep 
Score: -24189344.000000 Penalty: 6048.788574
	Iteration 93Q: 3 clusters Score -2.418934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 196549 members 
Entering Unmasked Estep 
Score: -24189356.000000 Penalty: 6048.788574
	Iteration 94Q: 3 clusters Score -2.418936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 196553 members 
Entering Unmasked Estep 
Score: -24189366.000000 Penalty: 6048.788574
	Iteration 95Q: 3 clusters Score -2.418937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 196561 members 
Entering Unmasked Estep 
Score: -24189378.000000 Penalty: 6048.788574
	Iteration 96Q: 3 clusters Score -2.418938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 196564 members 
Entering Unmasked Estep 
Score: -24189370.000000 Penalty: 6048.788574
	Iteration 97Q: 3 clusters Score -2.418937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 196569 members 
Entering Unmasked Estep 
Score: -24189376.000000 Penalty: 6048.788574
	Iteration 98Q: 3 clusters Score -2.418938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 196573 members 
Entering Unmasked Estep 
Score: -24189374.000000 Penalty: 6048.788574
	Iteration 99Q: 3 clusters Score -2.418937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 196576 members 
Entering Unmasked Estep 
Score: -24189374.000000 Penalty: 6048.788574
	Iteration 100F: 3 clusters Score -2.418937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 196578 members 
Entering Unmasked Estep 
Score: -24189380.000000 Penalty: 6048.788574
	Iteration 101Q: 3 clusters Score -2.418938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 196581 members 
Entering Unmasked Estep 
Score: -24189372.000000 Penalty: 6048.788574
	Iteration 102Q: 3 clusters Score -2.418937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 196583 members 
Entering Unmasked Estep 
Score: -24189384.000000 Penalty: 6048.788574
	Iteration 103Q: 3 clusters Score -2.418938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 196585 members 
Entering Unmasked Estep 
Score: -24189374.000000 Penalty: 6048.788574
	Iteration 104Q: 3 clusters Score -2.418937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 196586 members 
Entering Unmasked Estep 
Score: -24189382.000000 Penalty: 6048.788574
	Iteration 105Q: 3 clusters Score -2.418938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 196586 members 
Entering Unmasked Estep 
Score: -24189382.000000 Penalty: 6048.788574
	Iteration 106F: 3 clusters Score -2.418938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Entering Unmasked Estep 
Score: -6218452.000000 Penalty: 2684.438232
	Iteration 0F: 2 clusters Score -6218452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -6184761.000000 Penalty: 5368.876465
	Iteration 0F: 3 clusters Score -6184761 nChanged 23242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -6197568.000000 Penalty: 5368.876465
	Iteration 1F: 3 clusters Score -6197568 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -6198308.000000 Penalty: 5368.876465
	Iteration 2Q: 3 clusters Score -6198308 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6199044.000000 Penalty: 5368.876465
	Iteration 3Q: 3 clusters Score -6199044 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -6199745.500000 Penalty: 5368.876465
	Iteration 4Q: 3 clusters Score -6199746 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -6200465.000000 Penalty: 5368.876465
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Mstep: Class 2 contains 23356 members 
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Mstep: Class 2 contains 23082 members 
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Mstep: Class 2 contains 22425 members 
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Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -6216432.000000 Penalty: 5368.876465
	Iteration 98Q: 3 clusters Score -6216432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -6216453.000000 Penalty: 5368.876465
	Iteration 99Q: 3 clusters Score -6216453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -6216477.000000 Penalty: 5368.876465
	Iteration 100F: 3 clusters Score -6216477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6216489.000000 Penalty: 5368.876465
	Iteration 101Q: 3 clusters Score -6216489 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -6216516.000000 Penalty: 5368.876465
	Iteration 102Q: 3 clusters Score -6216516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -6216523.500000 Penalty: 5368.876465
	Iteration 103Q: 3 clusters Score -6216524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -6216524.500000 Penalty: 5368.876465
	Iteration 104Q: 3 clusters Score -6216524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6216568.000000 Penalty: 5368.876465
	Iteration 105Q: 3 clusters Score -6216568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6216582.500000 Penalty: 5368.876465
	Iteration 106Q: 3 clusters Score -6216582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -6216613.000000 Penalty: 5368.876465
	Iteration 107Q: 3 clusters Score -6216613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -6216617.500000 Penalty: 5368.876465
	Iteration 108Q: 3 clusters Score -6216618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -6216617.500000 Penalty: 5368.876465
	Iteration 109Q: 3 clusters Score -6216618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -6216638.500000 Penalty: 5368.876465
	Iteration 110Q: 3 clusters Score -6216638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -6216642.000000 Penalty: 5368.876465
	Iteration 111Q: 3 clusters Score -6216642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -6216645.500000 Penalty: 5368.876465
	Iteration 112Q: 3 clusters Score -6216646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6216664.000000 Penalty: 5368.876465
	Iteration 113Q: 3 clusters Score -6216664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -6216693.500000 Penalty: 5368.876465
	Iteration 114Q: 3 clusters Score -6216694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6216714.000000 Penalty: 5368.876465
	Iteration 115Q: 3 clusters Score -6216714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -6216720.000000 Penalty: 5368.876465
	Iteration 116Q: 3 clusters Score -6216720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -6216716.500000 Penalty: 5368.876465
	Iteration 117Q: 3 clusters Score -6216716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -6216718.500000 Penalty: 5368.876465
	Iteration 118Q: 3 clusters Score -6216718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -6216736.000000 Penalty: 5368.876465
	Iteration 119Q: 3 clusters Score -6216736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -6216741.500000 Penalty: 5368.876465
	Iteration 120F: 3 clusters Score -6216742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -6216751.000000 Penalty: 5368.876465
	Iteration 121Q: 3 clusters Score -6216751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -6216749.000000 Penalty: 5368.876465
	Iteration 122Q: 3 clusters Score -6216749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -6216760.000000 Penalty: 5368.876465
	Iteration 123Q: 3 clusters Score -6216760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6216768.000000 Penalty: 5368.876465
	Iteration 124Q: 3 clusters Score -6216768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6216772.500000 Penalty: 5368.876465
	Iteration 125Q: 3 clusters Score -6216772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -6216783.000000 Penalty: 5368.876465
	Iteration 126Q: 3 clusters Score -6216783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -6216793.000000 Penalty: 5368.876465
	Iteration 127Q: 3 clusters Score -6216793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -6216805.500000 Penalty: 5368.876465
	Iteration 128Q: 3 clusters Score -6216806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -6216805.500000 Penalty: 5368.876465
	Iteration 129Q: 3 clusters Score -6216806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -6216809.000000 Penalty: 5368.876465
	Iteration 130Q: 3 clusters Score -6216809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6216803.500000 Penalty: 5368.876465
	Iteration 131Q: 3 clusters Score -6216804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -6216809.500000 Penalty: 5368.876465
	Iteration 132Q: 3 clusters Score -6216810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -6216812.500000 Penalty: 5368.876465
	Iteration 133Q: 3 clusters Score -6216812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -6216820.500000 Penalty: 5368.876465
	Iteration 134Q: 3 clusters Score -6216820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6216826.500000 Penalty: 5368.876465
	Iteration 135Q: 3 clusters Score -6216826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -6216831.000000 Penalty: 5368.876465
	Iteration 136Q: 3 clusters Score -6216831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -6216833.500000 Penalty: 5368.876465
	Iteration 137Q: 3 clusters Score -6216834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -6216830.500000 Penalty: 5368.876465
	Iteration 138Q: 3 clusters Score -6216830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -6216830.500000 Penalty: 5368.876465
	Iteration 139Q: 3 clusters Score -6216830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -6216828.500000 Penalty: 5368.876465
	Iteration 140F: 3 clusters Score -6216828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6216827.000000 Penalty: 5368.876465
	Iteration 141Q: 3 clusters Score -6216827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -6216838.500000 Penalty: 5368.876465
	Iteration 142Q: 3 clusters Score -6216838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6216833.000000 Penalty: 5368.876465
	Iteration 143Q: 3 clusters Score -6216833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -6216842.000000 Penalty: 5368.876465
	Iteration 144Q: 3 clusters Score -6216842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -6216837.000000 Penalty: 5368.876465
	Iteration 145Q: 3 clusters Score -6216837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6216840.000000 Penalty: 5368.876465
	Iteration 146Q: 3 clusters Score -6216840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -6216840.000000 Penalty: 5368.876465
	Iteration 147F: 3 clusters Score -6216840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (76257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Entering Unmasked Estep 
Score: -9430021.000000 Penalty: 2787.982422
	Iteration 0F: 2 clusters Score -9430021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -9378962.000000 Penalty: 5575.964844
	Iteration 0F: 3 clusters Score -9378962 nChanged 35749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -9399012.000000 Penalty: 5575.964844
	Iteration 1F: 3 clusters Score -9399012 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -9399947.000000 Penalty: 5575.964844
	Iteration 2Q: 3 clusters Score -9399947 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -9401087.000000 Penalty: 5575.964844
	Iteration 3Q: 3 clusters Score -9401087 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -9402431.000000 Penalty: 5575.964844
	Iteration 4Q: 3 clusters Score -9402431 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -9404270.000000 Penalty: 5575.964844
	Iteration 5Q: 3 clusters Score -9404270 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -9406583.000000 Penalty: 5575.964844
	Iteration 6F: 3 clusters Score -9406583 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -9409201.000000 Penalty: 5575.964844
	Iteration 7F: 3 clusters Score -9409201 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -9411768.000000 Penalty: 5575.964844
	Iteration 8F: 3 clusters Score -9411768 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -9414204.000000 Penalty: 5575.964844
	Iteration 9F: 3 clusters Score -9414204 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -9416349.000000 Penalty: 5575.964844
	Iteration 10F: 3 clusters Score -9416349 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -9417806.000000 Penalty: 5575.964844
	Iteration 11Q: 3 clusters Score -9417806 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -9418622.000000 Penalty: 5575.964844
	Iteration 12Q: 3 clusters Score -9418622 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -9419067.000000 Penalty: 5575.964844
	Iteration 13Q: 3 clusters Score -9419067 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -9419280.000000 Penalty: 5575.964844
	Iteration 14Q: 3 clusters Score -9419280 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -9419466.000000 Penalty: 5575.964844
	Iteration 15Q: 3 clusters Score -9419466 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -9419558.000000 Penalty: 5575.964844
	Iteration 16Q: 3 clusters Score -9419558 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -9419715.000000 Penalty: 5575.964844
	Iteration 17Q: 3 clusters Score -9419715 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -9419886.000000 Penalty: 5575.964844
	Iteration 18Q: 3 clusters Score -9419886 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -9419990.000000 Penalty: 5575.964844
	Iteration 19Q: 3 clusters Score -9419990 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -9420084.000000 Penalty: 5575.964844
	Iteration 20F: 3 clusters Score -9420084 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -9420144.000000 Penalty: 5575.964844
	Iteration 21Q: 3 clusters Score -9420144 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -9420272.000000 Penalty: 5575.964844
	Iteration 22Q: 3 clusters Score -9420272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -9420371.000000 Penalty: 5575.964844
	Iteration 23Q: 3 clusters Score -9420371 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -9420453.000000 Penalty: 5575.964844
	Iteration 24Q: 3 clusters Score -9420453 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -9420545.000000 Penalty: 5575.964844
	Iteration 25Q: 3 clusters Score -9420545 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9420604.000000 Penalty: 5575.964844
	Iteration 26Q: 3 clusters Score -9420604 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -9420700.000000 Penalty: 5575.964844
	Iteration 27Q: 3 clusters Score -9420700 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -9420795.000000 Penalty: 5575.964844
	Iteration 28Q: 3 clusters Score -9420795 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -9420863.000000 Penalty: 5575.964844
	Iteration 29Q: 3 clusters Score -9420863 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -9420929.000000 Penalty: 5575.964844
	Iteration 30Q: 3 clusters Score -9420929 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -9420995.000000 Penalty: 5575.964844
	Iteration 31Q: 3 clusters Score -9420995 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -9421042.000000 Penalty: 5575.964844
	Iteration 32Q: 3 clusters Score -9421042 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -9421079.000000 Penalty: 5575.964844
	Iteration 33Q: 3 clusters Score -9421079 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -9421130.000000 Penalty: 5575.964844
	Iteration 34Q: 3 clusters Score -9421130 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -9421216.000000 Penalty: 5575.964844
	Iteration 35Q: 3 clusters Score -9421216 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -9421336.000000 Penalty: 5575.964844
	Iteration 36Q: 3 clusters Score -9421336 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -9421377.000000 Penalty: 5575.964844
	Iteration 37Q: 3 clusters Score -9421377 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -9421478.000000 Penalty: 5575.964844
	Iteration 38Q: 3 clusters Score -9421478 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -9421578.000000 Penalty: 5575.964844
	Iteration 39Q: 3 clusters Score -9421578 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -9421686.000000 Penalty: 5575.964844
	Iteration 40F: 3 clusters Score -9421686 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -9421756.000000 Penalty: 5575.964844
	Iteration 41Q: 3 clusters Score -9421756 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9423715 nChanged 840
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Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9424143 nChanged 808
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Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9424341 nChanged 828
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Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 59582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9424760 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9424901 nChanged 775
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Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 61969 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9425095 nChanged 733
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Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7158 members 
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Mstep: Class 1 contains 6785 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6437 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6114 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5544 members 
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Mstep: Class 1 contains 5284 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5021 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4603 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9427734 nChanged 176
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Mstep: Class 1 contains 4429 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 72131 members 
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Mstep: Class 1 contains 3986 members 
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Mstep: Class 1 contains 3876 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9427848 nChanged 115
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Mstep: Class 1 contains 3761 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9427877 nChanged 107
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Mstep: Class 1 contains 3656 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3552 members 
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Mstep: Class 1 contains 3447 members 
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Mstep: Class 1 contains 3354 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3277 members 
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	Iteration 92Q: 3 clusters Score -9428037 nChanged 70
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9428041 nChanged 66
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9428049 nChanged 46
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3063 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9428105 nChanged 31
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Mstep: Class 1 contains 3034 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9428122 nChanged 34
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Mstep: Class 1 contains 3000 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9428109 nChanged 33
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Mstep: Class 1 contains 2967 members 
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	Iteration 99Q: 3 clusters Score -9428110 nChanged 35
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Mstep: Class 1 contains 2932 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9428136 nChanged 32
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Mstep: Class 1 contains 2900 members 
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	Iteration 101Q: 3 clusters Score -9428136 nChanged 33
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9428167 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2843 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9428160 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2822 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9428156 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2802 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9428150 nChanged 9
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Mstep: Class 1 contains 2793 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9428147 nChanged 8
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Mstep: Class 1 contains 2785 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9428159 nChanged 4
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9428158 nChanged 6
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Mstep: Class 1 contains 2775 members 
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	Iteration 109Q: 3 clusters Score -9428156 nChanged 5
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9428157 nChanged 3
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	Iteration 111Q: 3 clusters Score -9428154 nChanged 5
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	Iteration 112Q: 3 clusters Score -9428154 nChanged 6
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Mstep: Class 1 contains 2756 members 
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	Iteration 113Q: 3 clusters Score -9428154 nChanged 6
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	Iteration 114Q: 3 clusters Score -9428152 nChanged 4
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	Iteration 115Q: 3 clusters Score -9428150 nChanged 7
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9428151 nChanged 6
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9428149 nChanged 4
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	Iteration 118Q: 3 clusters Score -9428151 nChanged 6
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	Iteration 119Q: 3 clusters Score -9428149 nChanged 6
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	Iteration 120F: 3 clusters Score -9428153 nChanged 7
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9428157 nChanged 6
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	Iteration 122Q: 3 clusters Score -9428158 nChanged 1
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	Iteration 123Q: 3 clusters Score -9428166 nChanged 4
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9428171 nChanged 3
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9428159 nChanged 5
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9428156 nChanged 7
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9428166 nChanged 9
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9428174 nChanged 9
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9428177 nChanged 10
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	Iteration 130Q: 3 clusters Score -9428175 nChanged 13
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9428183 nChanged 10
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9428173 nChanged 9
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9428181 nChanged 5
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9428177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -9428178.000000 Penalty: 5575.964844
	Iteration 135Q: 3 clusters Score -9428178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -9428164.000000 Penalty: 5575.964844
	Iteration 136Q: 3 clusters Score -9428164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -9428174.000000 Penalty: 5575.964844
	Iteration 137Q: 3 clusters Score -9428174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -9428171.000000 Penalty: 5575.964844
	Iteration 138Q: 3 clusters Score -9428171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -9428171.000000 Penalty: 5575.964844
	Iteration 139F: 3 clusters Score -9428171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (164658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Entering Unmasked Estep 
Score: -20379242.000000 Penalty: 2978.883301
	Iteration 0F: 2 clusters Score -2.037924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -20270608.000000 Penalty: 5957.766602
	Iteration 0F: 3 clusters Score -2.027061e+07 nChanged 79039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80798 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -20315958.000000 Penalty: 5957.766602
	Iteration 1F: 3 clusters Score -2.031596e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -20316594.000000 Penalty: 5957.766602
	Iteration 2Q: 3 clusters Score -2.031659e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 85695 members 
Entering Unmasked Estep 
Score: -20317340.000000 Penalty: 5957.766602
	Iteration 3Q: 3 clusters Score -2.031734e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -20318156.000000 Penalty: 5957.766602
	Iteration 4Q: 3 clusters Score -2.031816e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -20319478.000000 Penalty: 5957.766602
	Iteration 5Q: 3 clusters Score -2.031948e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -20321558.000000 Penalty: 5957.766602
	Iteration 6Q: 3 clusters Score -2.032156e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -20324916.000000 Penalty: 5957.766602
	Iteration 7Q: 3 clusters Score -2.032492e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -20330382.000000 Penalty: 5957.766602
	Iteration 8F: 3 clusters Score -2.033038e+07 nChanged 11251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -20338736.000000 Penalty: 5957.766602
	Iteration 9F: 3 clusters Score -2.033874e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 132113 members 
Entering Unmasked Estep 
Score: -20349464.000000 Penalty: 5957.766602
	Iteration 10F: 3 clusters Score -2.034946e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 143213 members 
Entering Unmasked Estep 
Score: -20359620.000000 Penalty: 5957.766602
	Iteration 11F: 3 clusters Score -2.035962e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 151528 members 
Entering Unmasked Estep 
Score: -20366782.000000 Penalty: 5957.766602
	Iteration 12F: 3 clusters Score -2.036678e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -20371282.000000 Penalty: 5957.766602
	Iteration 13Q: 3 clusters Score -2.037128e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 160159 members 
Entering Unmasked Estep 
Score: -20373812.000000 Penalty: 5957.766602
	Iteration 14Q: 3 clusters Score -2.037381e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 161959 members 
Entering Unmasked Estep 
Score: -20374994.000000 Penalty: 5957.766602
	Iteration 15Q: 3 clusters Score -2.037499e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 162947 members 
Entering Unmasked Estep 
Score: -20375668.000000 Penalty: 5957.766602
	Iteration 16Q: 3 clusters Score -2.037567e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 163482 members 
Entering Unmasked Estep 
Score: -20376108.000000 Penalty: 5957.766602
	Iteration 17Q: 3 clusters Score -2.037611e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -20376364.000000 Penalty: 5957.766602
	Iteration 18Q: 3 clusters Score -2.037636e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -20376502.000000 Penalty: 5957.766602
	Iteration 19Q: 3 clusters Score -2.03765e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 164003 members 
Entering Unmasked Estep 
Score: -20376564.000000 Penalty: 5957.766602
	Iteration 20F: 3 clusters Score -2.037656e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -20376618.000000 Penalty: 5957.766602
	Iteration 21Q: 3 clusters Score -2.037662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -20376624.000000 Penalty: 5957.766602
	Iteration 22Q: 3 clusters Score -2.037662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -20376664.000000 Penalty: 5957.766602
	Iteration 23Q: 3 clusters Score -2.037666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164128 members 
Entering Unmasked Estep 
Score: -20376674.000000 Penalty: 5957.766602
	Iteration 24Q: 3 clusters Score -2.037667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -20376686.000000 Penalty: 5957.766602
	Iteration 25Q: 3 clusters Score -2.037669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 164163 members 
Entering Unmasked Estep 
Score: -20376696.000000 Penalty: 5957.766602
	Iteration 26Q: 3 clusters Score -2.03767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -20376710.000000 Penalty: 5957.766602
	Iteration 27Q: 3 clusters Score -2.037671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -20376704.000000 Penalty: 5957.766602
	Iteration 28Q: 3 clusters Score -2.03767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -20376704.000000 Penalty: 5957.766602
	Iteration 29Q: 3 clusters Score -2.03767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -20376714.000000 Penalty: 5957.766602
	Iteration 30Q: 3 clusters Score -2.037671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -20376712.000000 Penalty: 5957.766602
	Iteration 31Q: 3 clusters Score -2.037671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -20376722.000000 Penalty: 5957.766602
	Iteration 32Q: 3 clusters Score -2.037672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -20376734.000000 Penalty: 5957.766602
	Iteration 33Q: 3 clusters Score -2.037673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 164202 members 
Entering Unmasked Estep 
Score: -20376730.000000 Penalty: 5957.766602
	Iteration 34Q: 3 clusters Score -2.037673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 164203 members 
Entering Unmasked Estep 
Score: -20376724.000000 Penalty: 5957.766602
	Iteration 35Q: 3 clusters Score -2.037672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 164204 members 
Entering Unmasked Estep 
Score: -20376726.000000 Penalty: 5957.766602
	Iteration 36Q: 3 clusters Score -2.037673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164205 members 
Entering Unmasked Estep 
Score: -20376726.000000 Penalty: 5957.766602
	Iteration 37Q: 3 clusters Score -2.037673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -20376722.000000 Penalty: 5957.766602
	Iteration 38Q: 3 clusters Score -2.037672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 164206 members 
Entering Unmasked Estep 
Score: -20376722.000000 Penalty: 5957.766602
	Iteration 39F: 3 clusters Score -2.037672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -80891.015625 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -80891.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79172.656250 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -79172.66 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79391.867188 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -79391.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79455.960938 Penalty: 3265.371094
	Iteration 2Q: 3 clusters Score -79455.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79498.078125 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -79498.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79522.921875 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -79522.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79539.835938 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -79539.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79552.031250 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -79552.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79566.687500 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -79566.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79577.609375 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -79577.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79595.546875 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -79595.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79611.421875 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -79611.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79649.476562 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -79649.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79755.960938 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -79755.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79866.421875 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -79866.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79912.460938 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -79912.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79936.515625 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -79936.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79957.359375 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -79957.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79970.531250 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -79970.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79978.429688 Penalty: 3265.371094
	Iteration 18Q: 3 clusters Score -79978.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -79980.992188 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -79980.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79981.867188 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -79981.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79986.281250 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -79986.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79988.281250 Penalty: 3265.371094
	Iteration 22Q: 3 clusters Score -79988.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -79988.281250 Penalty: 3265.371094
	Iteration 23F: 3 clusters Score -79988.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -166207.062500 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -166207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -163944.062500 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -163944.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -164241.656250 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -164241.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -164358.921875 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -164358.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164414.265625 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -164414.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164452.921875 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -164452.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -164482.828125 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -164482.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164509.609375 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -164509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -164526.531250 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -164526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -164539.250000 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -164539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -164548.078125 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -164548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -164553.109375 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -164553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -164555.125000 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -164555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -164557.812500 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -164557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -164560.968750 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -164561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -164562.750000 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -164562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -164564.062500 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -164564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -164566.734375 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -164566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -164569.171875 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -164569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -164570.796875 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -164570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -164570.796875 Penalty: 3587.793945
	Iteration 19F: 3 clusters Score -164570.8 nChanged 0
--- Evaluating fit on full set of 4835620 points ---
Entering Unmasked Estep 
Score: -600839680.000000 Penalty: 95427.421875
20->26 Clusters: Score -600839680.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1611873 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 81360 members 
Mstep: Class 3 contains 80097 members 
Mstep: Class 4 contains 80903 members 
Mstep: Class 5 contains 80533 members 
Mstep: Class 6 contains 80783 members 
Mstep: Class 7 contains 80625 members 
Mstep: Class 8 contains 80734 members 
Mstep: Class 9 contains 80607 members 
Mstep: Class 10 contains 80869 members 
Mstep: Class 11 contains 79905 members 
Mstep: Class 12 contains 80598 members 
Mstep: Class 13 contains 80652 members 
Mstep: Class 14 contains 80346 members 
Mstep: Class 15 contains 80430 members 
Mstep: Class 16 contains 80688 members 
Mstep: Class 17 contains 79963 members 
Mstep: Class 18 contains 80406 members 
Mstep: Class 19 contains 81113 members 
Mstep: Class 20 contains 80617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 631.463074 but Gain 3544.640625
Score: -188360480.000000 Penalty: 67348.179688
Iteration 0F: 20 clusters Score -1.883605e+08 nChanged 1527753
Entering Unmasked Mstep 
Mstep: Class 0 contains 2465 members 
Mstep: Class 1 contains 125651 members 
Mstep: Class 2 contains 91891 members 
Mstep: Class 3 contains 103620 members 
Mstep: Class 4 contains 86902 members 
Mstep: Class 5 contains 26184 members 
Mstep: Class 6 contains 93221 members 
Mstep: Class 7 contains 40787 members 
Mstep: Class 8 contains 249607 members 
Mstep: Class 9 contains 43842 members 
Mstep: Class 10 contains 32882 members 
Mstep: Class 11 contains 56360 members 
Mstep: Class 12 contains 52130 members 
Mstep: Class 13 contains 147366 members 
Mstep: Class 14 contains 74100 members 
Mstep: Class 15 contains 75585 members 
Mstep: Class 16 contains 113088 members 
Mstep: Class 17 contains 49013 members 
Mstep: Class 19 contains 79701 members 
Mstep: Class 20 contains 67478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191862288.000000 Penalty: 67348.179688
Iteration 1F: 20 clusters Score -1.918623e+08 nChanged 545422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2258 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 86544 members 
Mstep: Class 3 contains 92153 members 
Mstep: Class 4 contains 81618 members 
Mstep: Class 5 contains 20461 members 
Mstep: Class 6 contains 88351 members 
Mstep: Class 7 contains 38082 members 
Mstep: Class 8 contains 373900 members 
Mstep: Class 9 contains 28999 members 
Mstep: Class 10 contains 21535 members 
Mstep: Class 11 contains 49180 members 
Mstep: Class 12 contains 58798 members 
Mstep: Class 13 contains 137637 members 
Mstep: Class 14 contains 61122 members 
Mstep: Class 15 contains 79688 members 
Mstep: Class 16 contains 102730 members 
Mstep: Class 17 contains 37844 members 
Mstep: Class 19 contains 60025 members 
Mstep: Class 20 contains 44151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192533408.000000 Penalty: 67348.179688
Iteration 2F: 20 clusters Score -1.925334e+08 nChanged 416922
Entering Unmasked Mstep 
Mstep: Class 0 contains 2140 members 
Mstep: Class 1 contains 187466 members 
Mstep: Class 2 contains 83339 members 
Mstep: Class 3 contains 80382 members 
Mstep: Class 4 contains 74501 members 
Mstep: Class 5 contains 16926 members 
Mstep: Class 6 contains 87566 members 
Mstep: Class 7 contains 32575 members 
Mstep: Class 8 contains 425505 members 
Mstep: Class 9 contains 19547 members 
Mstep: Class 10 contains 16141 members 
Mstep: Class 11 contains 44048 members 
Mstep: Class 12 contains 58357 members 
Mstep: Class 13 contains 143262 members 
Mstep: Class 14 contains 50441 members 
Mstep: Class 15 contains 80322 members 
Mstep: Class 16 contains 110375 members 
Mstep: Class 17 contains 25839 members 
Mstep: Class 19 contains 47851 members 
Mstep: Class 20 contains 25290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192837840.000000 Penalty: 67348.179688
Iteration 3F: 20 clusters Score -1.928378e+08 nChanged 343984
Entering Unmasked Mstep 
Mstep: Class 0 contains 1992 members 
Mstep: Class 1 contains 256463 members 
Mstep: Class 2 contains 83768 members 
Mstep: Class 3 contains 71204 members 
Mstep: Class 4 contains 66298 members 
Mstep: Class 5 contains 14024 members 
Mstep: Class 6 contains 88317 members 
Mstep: Class 7 contains 28729 members 
Mstep: Class 8 contains 374756 members 
Mstep: Class 9 contains 13791 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 40745 members 
Mstep: Class 12 contains 58315 members 
Mstep: Class 13 contains 174610 members 
Mstep: Class 14 contains 43295 members 
Mstep: Class 15 contains 84140 members 
Mstep: Class 16 contains 124590 members 
Mstep: Class 17 contains 16589 members 
Mstep: Class 19 contains 40455 members 
Mstep: Class 20 contains 16585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193229328.000000 Penalty: 67348.179688
Iteration 4F: 20 clusters Score -1.932293e+08 nChanged 279224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1361 members 
Mstep: Class 1 contains 311633 members 
Mstep: Class 2 contains 82961 members 
Mstep: Class 3 contains 58264 members 
Mstep: Class 4 contains 56782 members 
Mstep: Class 5 contains 13561 members 
Mstep: Class 6 contains 87336 members 
Mstep: Class 7 contains 25271 members 
Mstep: Class 8 contains 341302 members 
Mstep: Class 9 contains 9303 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 36875 members 
Mstep: Class 12 contains 55577 members 
Mstep: Class 13 contains 217701 members 
Mstep: Class 14 contains 34708 members 
Mstep: Class 15 contains 82440 members 
Mstep: Class 16 contains 131304 members 
Mstep: Class 17 contains 9390 members 
Mstep: Class 19 contains 33363 members 
Mstep: Class 20 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193548272.000000 Penalty: 67348.179688
Iteration 5F: 20 clusters Score -1.935483e+08 nChanged 244416
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 334038 members 
Mstep: Class 2 contains 81941 members 
Mstep: Class 3 contains 46199 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 13985 members 
Mstep: Class 6 contains 87212 members 
Mstep: Class 7 contains 24236 members 
Mstep: Class 8 contains 318318 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 8587 members 
Mstep: Class 11 contains 33812 members 
Mstep: Class 12 contains 54619 members 
Mstep: Class 13 contains 273297 members 
Mstep: Class 14 contains 27338 members 
Mstep: Class 15 contains 79987 members 
Mstep: Class 16 contains 131803 members 
Mstep: Class 17 contains 4508 members 
Mstep: Class 19 contains 28319 members 
Mstep: Class 20 contains 9111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193806784.000000 Penalty: 67348.179688
Iteration 6F: 20 clusters Score -1.938068e+08 nChanged 233862
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 330310 members 
Mstep: Class 2 contains 81420 members 
Mstep: Class 3 contains 36150 members 
Mstep: Class 4 contains 40173 members 
Mstep: Class 5 contains 14462 members 
Mstep: Class 6 contains 89545 members 
Mstep: Class 7 contains 25671 members 
Mstep: Class 8 contains 295909 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 7447 members 
Mstep: Class 11 contains 31469 members 
Mstep: Class 12 contains 55849 members 
Mstep: Class 13 contains 334243 members 
Mstep: Class 14 contains 21698 members 
Mstep: Class 15 contains 78012 members 
Mstep: Class 16 contains 130175 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 19 contains 24956 members 
Mstep: Class 20 contains 6657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193942448.000000 Penalty: 67348.179688
Iteration 7F: 20 clusters Score -1.939424e+08 nChanged 204494
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 311190 members 
Mstep: Class 2 contains 81964 members 
Mstep: Class 3 contains 28678 members 
Mstep: Class 4 contains 34790 members 
Mstep: Class 5 contains 14651 members 
Mstep: Class 6 contains 93896 members 
Mstep: Class 7 contains 28974 members 
Mstep: Class 8 contains 268530 members 
Mstep: Class 9 contains 5283 members 
Mstep: Class 10 contains 6687 members 
Mstep: Class 11 contains 29138 members 
Mstep: Class 12 contains 59535 members 
Mstep: Class 13 contains 393431 members 
Mstep: Class 14 contains 18003 members 
Mstep: Class 15 contains 78430 members 
Mstep: Class 16 contains 128162 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 19 contains 22920 members 
Mstep: Class 20 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193916096.000000 Penalty: 67348.179688
Iteration 8F: 20 clusters Score -1.939161e+08 nChanged 174045
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 299165 members 
Mstep: Class 2 contains 84416 members 
Mstep: Class 3 contains 24173 members 
Mstep: Class 4 contains 29883 members 
Mstep: Class 5 contains 14540 members 
Mstep: Class 6 contains 102132 members 
Mstep: Class 7 contains 34403 members 
Mstep: Class 8 contains 257102 members 
Mstep: Class 9 contains 5538 members 
Mstep: Class 10 contains 6201 members 
Mstep: Class 11 contains 27137 members 
Mstep: Class 12 contains 65644 members 
Mstep: Class 13 contains 393819 members 
Mstep: Class 14 contains 16642 members 
Mstep: Class 15 contains 83841 members 
Mstep: Class 16 contains 137503 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 19 contains 22621 members 
Mstep: Class 20 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193958944.000000 Penalty: 67348.179688
Iteration 9F: 20 clusters Score -1.939589e+08 nChanged 136073
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 285255 members 
Mstep: Class 2 contains 88145 members 
Mstep: Class 3 contains 20808 members 
Mstep: Class 4 contains 25610 members 
Mstep: Class 5 contains 14663 members 
Mstep: Class 6 contains 114134 members 
Mstep: Class 7 contains 40910 members 
Mstep: Class 8 contains 249440 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 25635 members 
Mstep: Class 12 contains 72806 members 
Mstep: Class 13 contains 377940 members 
Mstep: Class 14 contains 15903 members 
Mstep: Class 15 contains 91342 members 
Mstep: Class 16 contains 148139 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 19 contains 22474 members 
Mstep: Class 20 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194039920.000000 Penalty: 67348.179688
Iteration 10F: 20 clusters Score -1.940399e+08 nChanged 117184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 266344 members 
Mstep: Class 2 contains 93141 members 
Mstep: Class 3 contains 17888 members 
Mstep: Class 4 contains 21628 members 
Mstep: Class 5 contains 15056 members 
Mstep: Class 6 contains 128723 members 
Mstep: Class 7 contains 47569 members 
Mstep: Class 8 contains 240358 members 
Mstep: Class 9 contains 7211 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 24290 members 
Mstep: Class 12 contains 80034 members 
Mstep: Class 13 contains 363566 members 
Mstep: Class 14 contains 15296 members 
Mstep: Class 15 contains 100351 members 
Mstep: Class 16 contains 156735 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 19 contains 21947 members 
Mstep: Class 20 contains 4890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194118224.000000 Penalty: 67348.179688
Iteration 11F: 20 clusters Score -1.941182e+08 nChanged 103392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 245062 members 
Mstep: Class 2 contains 99484 members 
Mstep: Class 3 contains 15611 members 
Mstep: Class 4 contains 17824 members 
Mstep: Class 5 contains 15669 members 
Mstep: Class 6 contains 144974 members 
Mstep: Class 7 contains 54330 members 
Mstep: Class 8 contains 228526 members 
Mstep: Class 9 contains 8778 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 22961 members 
Mstep: Class 12 contains 86823 members 
Mstep: Class 13 contains 351498 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 110604 members 
Mstep: Class 16 contains 162999 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 19 contains 21009 members 
Mstep: Class 20 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194190400.000000 Penalty: 67348.179688
Iteration 12F: 20 clusters Score -1.941904e+08 nChanged 95366
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 222699 members 
Mstep: Class 2 contains 106885 members 
Mstep: Class 3 contains 13727 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 16350 members 
Mstep: Class 6 contains 162294 members 
Mstep: Class 7 contains 60705 members 
Mstep: Class 8 contains 214707 members 
Mstep: Class 9 contains 10772 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 21600 members 
Mstep: Class 12 contains 92755 members 
Mstep: Class 13 contains 341180 members 
Mstep: Class 14 contains 14209 members 
Mstep: Class 15 contains 121841 members 
Mstep: Class 16 contains 167648 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 19 contains 19727 members 
Mstep: Class 20 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194257360.000000 Penalty: 67348.179688
Iteration 13F: 20 clusters Score -1.942574e+08 nChanged 94733
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 115293 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 11352 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 183916 members 
Mstep: Class 7 contains 66217 members 
Mstep: Class 8 contains 199515 members 
Mstep: Class 9 contains 13088 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 20158 members 
Mstep: Class 12 contains 97712 members 
Mstep: Class 13 contains 331071 members 
Mstep: Class 14 contains 13652 members 
Mstep: Class 15 contains 133118 members 
Mstep: Class 16 contains 171451 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 19 contains 18374 members 
Mstep: Class 20 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194327456.000000 Penalty: 67348.179688
Iteration 14F: 20 clusters Score -1.943275e+08 nChanged 92323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 174228 members 
Mstep: Class 2 contains 123330 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 8871 members 
Mstep: Class 5 contains 17664 members 
Mstep: Class 6 contains 207903 members 
Mstep: Class 7 contains 70138 members 
Mstep: Class 8 contains 184669 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 10 contains 3682 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 101125 members 
Mstep: Class 13 contains 321868 members 
Mstep: Class 14 contains 12990 members 
Mstep: Class 15 contains 143484 members 
Mstep: Class 16 contains 174029 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 19 contains 17295 members 
Mstep: Class 20 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194377264.000000 Penalty: 67348.179688
Iteration 15F: 20 clusters Score -1.943773e+08 nChanged 90558
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 131062 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 6973 members 
Mstep: Class 5 contains 18263 members 
Mstep: Class 6 contains 231992 members 
Mstep: Class 7 contains 72452 members 
Mstep: Class 8 contains 170436 members 
Mstep: Class 9 contains 17774 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 16764 members 
Mstep: Class 12 contains 103243 members 
Mstep: Class 13 contains 313813 members 
Mstep: Class 14 contains 12376 members 
Mstep: Class 15 contains 152978 members 
Mstep: Class 16 contains 175883 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 19 contains 16558 members 
Mstep: Class 20 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3479.948730 but Gain 3544.640625
Score: -194407376.000000 Penalty: 63803.539062
Iteration 16F: 19 clusters Score -1.944074e+08 nChanged 86235
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 139296 members 
Mstep: Class 3 contains 9163 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 18783 members 
Mstep: Class 6 contains 249657 members 
Mstep: Class 7 contains 73621 members 
Mstep: Class 8 contains 158489 members 
Mstep: Class 9 contains 20457 members 
Mstep: Class 11 contains 14877 members 
Mstep: Class 12 contains 104590 members 
Mstep: Class 13 contains 307304 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 162737 members 
Mstep: Class 16 contains 177639 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 19 contains 16249 members 
Mstep: Class 20 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194423520.000000 Penalty: 63803.539062
Iteration 17F: 19 clusters Score -1.944235e+08 nChanged 77348
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 146178 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 260216 members 
Mstep: Class 7 contains 74211 members 
Mstep: Class 8 contains 148468 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 11 contains 13175 members 
Mstep: Class 12 contains 105416 members 
Mstep: Class 13 contains 299940 members 
Mstep: Class 14 contains 11886 members 
Mstep: Class 15 contains 174166 members 
Mstep: Class 16 contains 180105 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 19 contains 16221 members 
Mstep: Class 20 contains 3704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194430016.000000 Penalty: 63803.539062
Iteration 18Q: 19 clusters Score -1.9443e+08 nChanged 73560
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 152996 members 
Mstep: Class 3 contains 8044 members 
Mstep: Class 4 contains 4234 members 
Mstep: Class 5 contains 19785 members 
Mstep: Class 6 contains 264610 members 
Mstep: Class 7 contains 74830 members 
Mstep: Class 8 contains 140780 members 
Mstep: Class 9 contains 24829 members 
Mstep: Class 11 contains 11855 members 
Mstep: Class 12 contains 106242 members 
Mstep: Class 13 contains 293109 members 
Mstep: Class 14 contains 11772 members 
Mstep: Class 15 contains 186505 members 
Mstep: Class 16 contains 183283 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 19 contains 16354 members 
Mstep: Class 20 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194436688.000000 Penalty: 63803.539062
Iteration 19Q: 19 clusters Score -1.944367e+08 nChanged 70487
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 161281 members 
Mstep: Class 3 contains 7539 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 20296 members 
Mstep: Class 6 contains 264545 members 
Mstep: Class 7 contains 75693 members 
Mstep: Class 8 contains 132854 members 
Mstep: Class 9 contains 26903 members 
Mstep: Class 11 contains 10895 members 
Mstep: Class 12 contains 107335 members 
Mstep: Class 13 contains 286461 members 
Mstep: Class 14 contains 11809 members 
Mstep: Class 15 contains 198683 members 
Mstep: Class 16 contains 187365 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 19 contains 16574 members 
Mstep: Class 20 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194435616.000000 Penalty: 63803.539062
Iteration 20F: 19 clusters Score -1.944356e+08 nChanged 70938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 172491 members 
Mstep: Class 3 contains 7085 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 20870 members 
Mstep: Class 6 contains 261983 members 
Mstep: Class 7 contains 77069 members 
Mstep: Class 8 contains 124241 members 
Mstep: Class 9 contains 28761 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 109112 members 
Mstep: Class 13 contains 278246 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 208407 members 
Mstep: Class 16 contains 192989 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 19 contains 16797 members 
Mstep: Class 20 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194436592.000000 Penalty: 63803.539062
Iteration 21Q: 19 clusters Score -1.944366e+08 nChanged 69197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 186584 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 21585 members 
Mstep: Class 6 contains 258474 members 
Mstep: Class 7 contains 78944 members 
Mstep: Class 8 contains 115741 members 
Mstep: Class 9 contains 30424 members 
Mstep: Class 11 contains 9798 members 
Mstep: Class 12 contains 111667 members 
Mstep: Class 13 contains 267601 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 213173 members 
Mstep: Class 16 contains 200210 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 19 contains 17060 members 
Mstep: Class 20 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194439184.000000 Penalty: 63803.539062
Iteration 22Q: 19 clusters Score -1.944392e+08 nChanged 67043
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 202388 members 
Mstep: Class 3 contains 6314 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 22463 members 
Mstep: Class 6 contains 254758 members 
Mstep: Class 7 contains 81337 members 
Mstep: Class 8 contains 107730 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 114888 members 
Mstep: Class 13 contains 254704 members 
Mstep: Class 14 contains 12675 members 
Mstep: Class 15 contains 213086 members 
Mstep: Class 16 contains 209178 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 19 contains 17334 members 
Mstep: Class 20 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194444480.000000 Penalty: 63803.539062
Iteration 23Q: 19 clusters Score -1.944445e+08 nChanged 65728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 218360 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 23527 members 
Mstep: Class 6 contains 250593 members 
Mstep: Class 7 contains 84156 members 
Mstep: Class 8 contains 99822 members 
Mstep: Class 9 contains 32984 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 119008 members 
Mstep: Class 13 contains 240308 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 209580 members 
Mstep: Class 16 contains 219911 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 19 contains 17720 members 
Mstep: Class 20 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194452304.000000 Penalty: 63803.539062
Iteration 24Q: 19 clusters Score -1.944523e+08 nChanged 64141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 232405 members 
Mstep: Class 3 contains 5682 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 245716 members 
Mstep: Class 7 contains 87222 members 
Mstep: Class 8 contains 92167 members 
Mstep: Class 9 contains 33922 members 
Mstep: Class 11 contains 8599 members 
Mstep: Class 12 contains 123781 members 
Mstep: Class 13 contains 225155 members 
Mstep: Class 14 contains 13182 members 
Mstep: Class 15 contains 204569 members 
Mstep: Class 16 contains 232716 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 19 contains 18220 members 
Mstep: Class 20 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194461216.000000 Penalty: 63803.539062
Iteration 25Q: 19 clusters Score -1.944612e+08 nChanged 62205
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 242723 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 26353 members 
Mstep: Class 6 contains 239932 members 
Mstep: Class 7 contains 90641 members 
Mstep: Class 8 contains 85342 members 
Mstep: Class 9 contains 34747 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 129322 members 
Mstep: Class 13 contains 209715 members 
Mstep: Class 14 contains 13220 members 
Mstep: Class 15 contains 199160 members 
Mstep: Class 16 contains 247423 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 19 contains 18779 members 
Mstep: Class 20 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194473792.000000 Penalty: 63803.539062
Iteration 26Q: 19 clusters Score -1.944738e+08 nChanged 59221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 248292 members 
Mstep: Class 3 contains 5242 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 28166 members 
Mstep: Class 6 contains 233466 members 
Mstep: Class 7 contains 93984 members 
Mstep: Class 8 contains 79556 members 
Mstep: Class 9 contains 35507 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 135239 members 
Mstep: Class 13 contains 194814 members 
Mstep: Class 14 contains 13112 members 
Mstep: Class 15 contains 194429 members 
Mstep: Class 16 contains 264017 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 19 contains 19337 members 
Mstep: Class 20 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486112.000000 Penalty: 63803.539062
Iteration 27Q: 19 clusters Score -1.944861e+08 nChanged 56746
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 248717 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 5 contains 30224 members 
Mstep: Class 6 contains 226341 members 
Mstep: Class 7 contains 97261 members 
Mstep: Class 8 contains 74628 members 
Mstep: Class 9 contains 36354 members 
Mstep: Class 11 contains 7979 members 
Mstep: Class 12 contains 141364 members 
Mstep: Class 13 contains 181264 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 190795 members 
Mstep: Class 16 contains 282414 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 19 contains 19828 members 
Mstep: Class 20 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194496448.000000 Penalty: 63803.539062
Iteration 28Q: 19 clusters Score -1.944964e+08 nChanged 54930
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 244989 members 
Mstep: Class 3 contains 4972 members 
Mstep: Class 4 contains 1877 members 
Mstep: Class 5 contains 32508 members 
Mstep: Class 6 contains 218585 members 
Mstep: Class 7 contains 100412 members 
Mstep: Class 8 contains 70612 members 
Mstep: Class 9 contains 37203 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 147612 members 
Mstep: Class 13 contains 168736 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 15 contains 187729 members 
Mstep: Class 16 contains 302500 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 19 contains 20235 members 
Mstep: Class 20 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194506224.000000 Penalty: 63803.539062
Iteration 29Q: 19 clusters Score -1.945062e+08 nChanged 55645
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 238819 members 
Mstep: Class 3 contains 4876 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 34953 members 
Mstep: Class 6 contains 210802 members 
Mstep: Class 7 contains 103231 members 
Mstep: Class 8 contains 66777 members 
Mstep: Class 9 contains 38163 members 
Mstep: Class 11 contains 7827 members 
Mstep: Class 12 contains 154705 members 
Mstep: Class 13 contains 156170 members 
Mstep: Class 14 contains 11528 members 
Mstep: Class 15 contains 185076 members 
Mstep: Class 16 contains 323941 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 19 contains 20548 members 
Mstep: Class 20 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194514720.000000 Penalty: 63803.539062
Iteration 30Q: 19 clusters Score -1.945147e+08 nChanged 59030
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 231704 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 1687 members 
Mstep: Class 5 contains 37609 members 
Mstep: Class 6 contains 203661 members 
Mstep: Class 7 contains 105252 members 
Mstep: Class 8 contains 62561 members 
Mstep: Class 9 contains 39211 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 162579 members 
Mstep: Class 13 contains 145478 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 182521 members 
Mstep: Class 16 contains 344102 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 19 contains 20731 members 
Mstep: Class 20 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194505360.000000 Penalty: 63803.539062
Iteration 31Q: 19 clusters Score -1.945054e+08 nChanged 61579
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 224092 members 
Mstep: Class 3 contains 4780 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 40591 members 
Mstep: Class 6 contains 197745 members 
Mstep: Class 7 contains 106687 members 
Mstep: Class 8 contains 58565 members 
Mstep: Class 9 contains 40371 members 
Mstep: Class 11 contains 7780 members 
Mstep: Class 12 contains 171390 members 
Mstep: Class 13 contains 138496 members 
Mstep: Class 14 contains 10343 members 
Mstep: Class 15 contains 180992 members 
Mstep: Class 16 contains 357434 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 19 contains 20812 members 
Mstep: Class 20 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486608.000000 Penalty: 63803.539062
Iteration 32Q: 19 clusters Score -1.944866e+08 nChanged 56890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 216419 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 1608 members 
Mstep: Class 5 contains 43608 members 
Mstep: Class 6 contains 193686 members 
Mstep: Class 7 contains 108131 members 
Mstep: Class 8 contains 55009 members 
Mstep: Class 9 contains 41621 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 181467 members 
Mstep: Class 13 contains 135036 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 15 contains 180795 members 
Mstep: Class 16 contains 361648 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 19 contains 20900 members 
Mstep: Class 20 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194474144.000000 Penalty: 63803.539062
Iteration 33Q: 19 clusters Score -1.944741e+08 nChanged 50549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 208639 members 
Mstep: Class 3 contains 4734 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 46291 members 
Mstep: Class 6 contains 190903 members 
Mstep: Class 7 contains 109824 members 
Mstep: Class 8 contains 52064 members 
Mstep: Class 9 contains 43020 members 
Mstep: Class 11 contains 7811 members 
Mstep: Class 12 contains 192139 members 
Mstep: Class 13 contains 133804 members 
Mstep: Class 14 contains 9989 members 
Mstep: Class 15 contains 181301 members 
Mstep: Class 16 contains 359939 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 19 contains 20981 members 
Mstep: Class 20 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194472448.000000 Penalty: 63803.539062
Iteration 34Q: 19 clusters Score -1.944724e+08 nChanged 45605
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 201130 members 
Mstep: Class 3 contains 4733 members 
Mstep: Class 4 contains 1647 members 
Mstep: Class 5 contains 48649 members 
Mstep: Class 6 contains 188475 members 
Mstep: Class 7 contains 111693 members 
Mstep: Class 8 contains 49288 members 
Mstep: Class 9 contains 44496 members 
Mstep: Class 11 contains 7841 members 
Mstep: Class 12 contains 202598 members 
Mstep: Class 13 contains 133769 members 
Mstep: Class 14 contains 9900 members 
Mstep: Class 15 contains 181627 members 
Mstep: Class 16 contains 356366 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 19 contains 21032 members 
Mstep: Class 20 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194472880.000000 Penalty: 63803.539062
Iteration 35Q: 19 clusters Score -1.944729e+08 nChanged 41948
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 194250 members 
Mstep: Class 3 contains 4745 members 
Mstep: Class 4 contains 1677 members 
Mstep: Class 5 contains 50730 members 
Mstep: Class 6 contains 186468 members 
Mstep: Class 7 contains 113852 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 46003 members 
Mstep: Class 11 contains 7838 members 
Mstep: Class 12 contains 211225 members 
Mstep: Class 13 contains 134291 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 181778 members 
Mstep: Class 16 contains 352748 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 19 contains 20983 members 
Mstep: Class 20 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194475744.000000 Penalty: 63803.539062
Iteration 36Q: 19 clusters Score -1.944757e+08 nChanged 38107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 188277 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 1698 members 
Mstep: Class 5 contains 52655 members 
Mstep: Class 6 contains 185209 members 
Mstep: Class 7 contains 116257 members 
Mstep: Class 8 contains 44585 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 11 contains 7832 members 
Mstep: Class 12 contains 216524 members 
Mstep: Class 13 contains 135732 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 182181 members 
Mstep: Class 16 contains 348829 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 19 contains 20929 members 
Mstep: Class 20 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194480192.000000 Penalty: 63803.539062
Iteration 37Q: 19 clusters Score -1.944802e+08 nChanged 33965
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 183501 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 54488 members 
Mstep: Class 6 contains 184685 members 
Mstep: Class 7 contains 118681 members 
Mstep: Class 8 contains 42941 members 
Mstep: Class 9 contains 49181 members 
Mstep: Class 11 contains 7826 members 
Mstep: Class 12 contains 218227 members 
Mstep: Class 13 contains 137837 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 182729 members 
Mstep: Class 16 contains 345182 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 19 contains 20834 members 
Mstep: Class 20 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194483680.000000 Penalty: 63803.539062
Iteration 38Q: 19 clusters Score -1.944837e+08 nChanged 30353
Entering ConstructFrom: 
Score: -194483680.000000 Penalty: 63803.539062
Entering ConstructFrom: 
Trying to split cluster 1 (46281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Entering Unmasked Estep 
Score: -5821741.000000 Penalty: 2664.136719
	Iteration 0F: 2 clusters Score -5821741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5790466.500000 Penalty: 5328.273438
	Iteration 0F: 3 clusters Score -5790466 nChanged 21344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -5802487.000000 Penalty: 5328.273438
	Iteration 1F: 3 clusters Score -5802487 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -5803256.000000 Penalty: 5328.273438
	Iteration 2Q: 3 clusters Score -5803256 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5804089.000000 Penalty: 5328.273438
	Iteration 3Q: 3 clusters Score -5804089 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5805026.000000 Penalty: 5328.273438
	Iteration 4Q: 3 clusters Score -5805026 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5806344.500000 Penalty: 5328.273438
	Iteration 5F: 3 clusters Score -5806344 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -5808066.000000 Penalty: 5328.273438
	Iteration 6F: 3 clusters Score -5808066 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5810349.000000 Penalty: 5328.273438
	Iteration 7F: 3 clusters Score -5810349 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5812955.000000 Penalty: 5328.273438
	Iteration 8F: 3 clusters Score -5812955 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -5815268.000000 Penalty: 5328.273438
	Iteration 9F: 3 clusters Score -5815268 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -5816851.500000 Penalty: 5328.273438
	Iteration 10Q: 3 clusters Score -5816852 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5817950.000000 Penalty: 5328.273438
	Iteration 11Q: 3 clusters Score -5817950 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5818571.000000 Penalty: 5328.273438
	Iteration 12Q: 3 clusters Score -5818571 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5818918.500000 Penalty: 5328.273438
	Iteration 13Q: 3 clusters Score -5818918 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5819103.000000 Penalty: 5328.273438
	Iteration 14Q: 3 clusters Score -5819103 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5819277.500000 Penalty: 5328.273438
	Iteration 15Q: 3 clusters Score -5819278 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -5819363.000000 Penalty: 5328.273438
	Iteration 16Q: 3 clusters Score -5819363 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5819442.500000 Penalty: 5328.273438
	Iteration 17Q: 3 clusters Score -5819442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5819496.500000 Penalty: 5328.273438
	Iteration 18Q: 3 clusters Score -5819496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -5819533.000000 Penalty: 5328.273438
	Iteration 19Q: 3 clusters Score -5819533 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5819574.500000 Penalty: 5328.273438
	Iteration 20F: 3 clusters Score -5819574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5819593.500000 Penalty: 5328.273438
	Iteration 21Q: 3 clusters Score -5819594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -5819612.500000 Penalty: 5328.273438
	Iteration 22Q: 3 clusters Score -5819612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5819625.000000 Penalty: 5328.273438
	Iteration 23Q: 3 clusters Score -5819625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5819640.000000 Penalty: 5328.273438
	Iteration 24Q: 3 clusters Score -5819640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -5819655.000000 Penalty: 5328.273438
	Iteration 25Q: 3 clusters Score -5819655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5819660.000000 Penalty: 5328.273438
	Iteration 26Q: 3 clusters Score -5819660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5819657.000000 Penalty: 5328.273438
	Iteration 27Q: 3 clusters Score -5819657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5819660.500000 Penalty: 5328.273438
	Iteration 28Q: 3 clusters Score -5819660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -5819666.500000 Penalty: 5328.273438
	Iteration 29Q: 3 clusters Score -5819666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -5819664.500000 Penalty: 5328.273438
	Iteration 30Q: 3 clusters Score -5819664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -5819666.500000 Penalty: 5328.273438
	Iteration 31Q: 3 clusters Score -5819666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5819660.500000 Penalty: 5328.273438
	Iteration 32Q: 3 clusters Score -5819660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5819670.500000 Penalty: 5328.273438
	Iteration 33Q: 3 clusters Score -5819670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5819665.000000 Penalty: 5328.273438
	Iteration 34Q: 3 clusters Score -5819665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5819678.000000 Penalty: 5328.273438
	Iteration 35Q: 3 clusters Score -5819678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -5819675.500000 Penalty: 5328.273438
	Iteration 36Q: 3 clusters Score -5819676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -5819678.500000 Penalty: 5328.273438
	Iteration 37Q: 3 clusters Score -5819678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -5819681.500000 Penalty: 5328.273438
	Iteration 38Q: 3 clusters Score -5819682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -5819672.500000 Penalty: 5328.273438
	Iteration 39Q: 3 clusters Score -5819672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5819686.000000 Penalty: 5328.273438
	Iteration 40F: 3 clusters Score -5819686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -5819689.500000 Penalty: 5328.273438
	Iteration 41Q: 3 clusters Score -5819690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -5819693.000000 Penalty: 5328.273438
	Iteration 42Q: 3 clusters Score -5819693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -5819694.000000 Penalty: 5328.273438
	Iteration 43Q: 3 clusters Score -5819694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5819696.000000 Penalty: 5328.273438
	Iteration 44Q: 3 clusters Score -5819696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -5819696.000000 Penalty: 5328.273438
	Iteration 45Q: 3 clusters Score -5819696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -5819700.500000 Penalty: 5328.273438
	Iteration 46Q: 3 clusters Score -5819700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -5819697.000000 Penalty: 5328.273438
	Iteration 47Q: 3 clusters Score -5819697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5819698.500000 Penalty: 5328.273438
	Iteration 48Q: 3 clusters Score -5819698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -5819701.000000 Penalty: 5328.273438
	Iteration 49Q: 3 clusters Score -5819701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5819704.500000 Penalty: 5328.273438
	Iteration 50Q: 3 clusters Score -5819704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5819706.000000 Penalty: 5328.273438
	Iteration 51Q: 3 clusters Score -5819706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -5819702.500000 Penalty: 5328.273438
	Iteration 52Q: 3 clusters Score -5819702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5819706.500000 Penalty: 5328.273438
	Iteration 53Q: 3 clusters Score -5819706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -5819713.000000 Penalty: 5328.273438
	Iteration 54Q: 3 clusters Score -5819713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -5819712.000000 Penalty: 5328.273438
	Iteration 55Q: 3 clusters Score -5819712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -5819709.000000 Penalty: 5328.273438
	Iteration 56Q: 3 clusters Score -5819709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -5819705.500000 Penalty: 5328.273438
	Iteration 57Q: 3 clusters Score -5819706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -5819708.500000 Penalty: 5328.273438
	Iteration 58Q: 3 clusters Score -5819708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5819709.500000 Penalty: 5328.273438
	Iteration 59Q: 3 clusters Score -5819710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5819714.500000 Penalty: 5328.273438
	Iteration 60F: 3 clusters Score -5819714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5819715.000000 Penalty: 5328.273438
	Iteration 61Q: 3 clusters Score -5819715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -5819717.500000 Penalty: 5328.273438
	Iteration 62Q: 3 clusters Score -5819718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -5819723.500000 Penalty: 5328.273438
	Iteration 63Q: 3 clusters Score -5819724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5819722.000000 Penalty: 5328.273438
	Iteration 64Q: 3 clusters Score -5819722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -5819726.000000 Penalty: 5328.273438
	Iteration 65Q: 3 clusters Score -5819726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -5819726.000000 Penalty: 5328.273438
	Iteration 66F: 3 clusters Score -5819726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (179893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179893 members 
Entering Unmasked Estep 
Score: -21950404.000000 Penalty: 3000.829102
	Iteration 0F: 2 clusters Score -2.19504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89608 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -21834646.000000 Penalty: 6001.658203
	Iteration 0F: 3 clusters Score -2.183465e+07 nChanged 86028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84166 members 
Mstep: Class 2 contains 95727 members 
Entering Unmasked Estep 
Score: -21884572.000000 Penalty: 6001.658203
	Iteration 1F: 3 clusters Score -2.188457e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 99463 members 
Entering Unmasked Estep 
Score: -21887414.000000 Penalty: 6001.658203
	Iteration 2Q: 3 clusters Score -2.188741e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 105629 members 
Entering Unmasked Estep 
Score: -21892502.000000 Penalty: 6001.658203
	Iteration 3F: 3 clusters Score -2.18925e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 115190 members 
Entering Unmasked Estep 
Score: -21901726.000000 Penalty: 6001.658203
	Iteration 4F: 3 clusters Score -2.190173e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -21915572.000000 Penalty: 6001.658203
	Iteration 5F: 3 clusters Score -2.191557e+07 nChanged 16136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 141255 members 
Entering Unmasked Estep 
Score: -21931818.000000 Penalty: 6001.658203
	Iteration 6F: 3 clusters Score -2.193182e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 150410 members 
Entering Unmasked Estep 
Score: -21945222.000000 Penalty: 6001.658203
	Iteration 7F: 3 clusters Score -2.194522e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 154248 members 
Entering Unmasked Estep 
Score: -21950198.000000 Penalty: 6001.658203
	Iteration 8Q: 3 clusters Score -2.19502e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -21951478.000000 Penalty: 6001.658203
	Iteration 9Q: 3 clusters Score -2.195148e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 158253 members 
Entering Unmasked Estep 
Score: -21951926.000000 Penalty: 6001.658203
	Iteration 10Q: 3 clusters Score -2.195193e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -21952280.000000 Penalty: 6001.658203
	Iteration 11Q: 3 clusters Score -2.195228e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -21952480.000000 Penalty: 6001.658203
	Iteration 12Q: 3 clusters Score -2.195248e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -21952502.000000 Penalty: 6001.658203
	Iteration 13Q: 3 clusters Score -2.19525e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -21952594.000000 Penalty: 6001.658203
	Iteration 14Q: 3 clusters Score -2.195259e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 165280 members 
Entering Unmasked Estep 
Score: -21952686.000000 Penalty: 6001.658203
	Iteration 15Q: 3 clusters Score -2.195269e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -21952700.000000 Penalty: 6001.658203
	Iteration 16Q: 3 clusters Score -2.19527e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 167186 members 
Entering Unmasked Estep 
Score: -21952682.000000 Penalty: 6001.658203
	Iteration 17Q: 3 clusters Score -2.195268e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 167990 members 
Entering Unmasked Estep 
Score: -21952774.000000 Penalty: 6001.658203
	Iteration 18Q: 3 clusters Score -2.195277e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 168709 members 
Entering Unmasked Estep 
Score: -21952760.000000 Penalty: 6001.658203
	Iteration 19Q: 3 clusters Score -2.195276e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -21952794.000000 Penalty: 6001.658203
	Iteration 20F: 3 clusters Score -2.195279e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -21952662.000000 Penalty: 6001.658203
	Iteration 21Q: 3 clusters Score -2.195266e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -21952592.000000 Penalty: 6001.658203
	Iteration 22Q: 3 clusters Score -2.195259e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 170867 members 
Entering Unmasked Estep 
Score: -21952622.000000 Penalty: 6001.658203
	Iteration 23Q: 3 clusters Score -2.195262e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 171275 members 
Entering Unmasked Estep 
Score: -21952550.000000 Penalty: 6001.658203
	Iteration 24Q: 3 clusters Score -2.195255e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -21952526.000000 Penalty: 6001.658203
	Iteration 25Q: 3 clusters Score -2.195253e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 171987 members 
Entering Unmasked Estep 
Score: -21952476.000000 Penalty: 6001.658203
	Iteration 26Q: 3 clusters Score -2.195248e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -21952452.000000 Penalty: 6001.658203
	Iteration 27Q: 3 clusters Score -2.195245e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 172533 members 
Entering Unmasked Estep 
Score: -21952382.000000 Penalty: 6001.658203
	Iteration 28Q: 3 clusters Score -2.195238e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 172780 members 
Entering Unmasked Estep 
Score: -21952290.000000 Penalty: 6001.658203
	Iteration 29Q: 3 clusters Score -2.195229e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 172974 members 
Entering Unmasked Estep 
Score: -21952222.000000 Penalty: 6001.658203
	Iteration 30Q: 3 clusters Score -2.195222e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 173135 members 
Entering Unmasked Estep 
Score: -21952232.000000 Penalty: 6001.658203
	Iteration 31Q: 3 clusters Score -2.195223e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 173302 members 
Entering Unmasked Estep 
Score: -21952192.000000 Penalty: 6001.658203
	Iteration 32Q: 3 clusters Score -2.195219e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 173444 members 
Entering Unmasked Estep 
Score: -21952152.000000 Penalty: 6001.658203
	Iteration 33Q: 3 clusters Score -2.195215e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 173576 members 
Entering Unmasked Estep 
Score: -21952122.000000 Penalty: 6001.658203
	Iteration 34Q: 3 clusters Score -2.195212e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 173693 members 
Entering Unmasked Estep 
Score: -21952102.000000 Penalty: 6001.658203
	Iteration 35Q: 3 clusters Score -2.19521e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 173782 members 
Entering Unmasked Estep 
Score: -21952062.000000 Penalty: 6001.658203
	Iteration 36Q: 3 clusters Score -2.195206e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 173852 members 
Entering Unmasked Estep 
Score: -21952042.000000 Penalty: 6001.658203
	Iteration 37Q: 3 clusters Score -2.195204e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 173940 members 
Entering Unmasked Estep 
Score: -21952060.000000 Penalty: 6001.658203
	Iteration 38Q: 3 clusters Score -2.195206e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -21952060.000000 Penalty: 6001.658203
	Iteration 39Q: 3 clusters Score -2.195206e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -21952042.000000 Penalty: 6001.658203
	Iteration 40F: 3 clusters Score -2.195204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -21952018.000000 Penalty: 6001.658203
	Iteration 41Q: 3 clusters Score -2.195202e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -21951996.000000 Penalty: 6001.658203
	Iteration 42Q: 3 clusters Score -2.1952e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 174220 members 
Entering Unmasked Estep 
Score: -21951942.000000 Penalty: 6001.658203
	Iteration 43Q: 3 clusters Score -2.195194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 174254 members 
Entering Unmasked Estep 
Score: -21951954.000000 Penalty: 6001.658203
	Iteration 44Q: 3 clusters Score -2.195195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -21951936.000000 Penalty: 6001.658203
	Iteration 45Q: 3 clusters Score -2.195194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -21951936.000000 Penalty: 6001.658203
	Iteration 46Q: 3 clusters Score -2.195194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 174317 members 
Entering Unmasked Estep 
Score: -21951916.000000 Penalty: 6001.658203
	Iteration 47Q: 3 clusters Score -2.195192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 174329 members 
Entering Unmasked Estep 
Score: -21951922.000000 Penalty: 6001.658203
	Iteration 48Q: 3 clusters Score -2.195192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 174347 members 
Entering Unmasked Estep 
Score: -21951930.000000 Penalty: 6001.658203
	Iteration 49Q: 3 clusters Score -2.195193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -21951960.000000 Penalty: 6001.658203
	Iteration 50Q: 3 clusters Score -2.195196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 174381 members 
Entering Unmasked Estep 
Score: -21951960.000000 Penalty: 6001.658203
	Iteration 51Q: 3 clusters Score -2.195196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 174395 members 
Entering Unmasked Estep 
Score: -21951956.000000 Penalty: 6001.658203
	Iteration 52Q: 3 clusters Score -2.195196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 174412 members 
Entering Unmasked Estep 
Score: -21951946.000000 Penalty: 6001.658203
	Iteration 53Q: 3 clusters Score -2.195195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -21951944.000000 Penalty: 6001.658203
	Iteration 54Q: 3 clusters Score -2.195194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 174444 members 
Entering Unmasked Estep 
Score: -21951938.000000 Penalty: 6001.658203
	Iteration 55Q: 3 clusters Score -2.195194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -21951912.000000 Penalty: 6001.658203
	Iteration 56Q: 3 clusters Score -2.195191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 174480 members 
Entering Unmasked Estep 
Score: -21951916.000000 Penalty: 6001.658203
	Iteration 57Q: 3 clusters Score -2.195192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -21951902.000000 Penalty: 6001.658203
	Iteration 58Q: 3 clusters Score -2.19519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 174510 members 
Entering Unmasked Estep 
Score: -21951898.000000 Penalty: 6001.658203
	Iteration 59Q: 3 clusters Score -2.19519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 174532 members 
Entering Unmasked Estep 
Score: -21951870.000000 Penalty: 6001.658203
	Iteration 60F: 3 clusters Score -2.195187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -21951872.000000 Penalty: 6001.658203
	Iteration 61Q: 3 clusters Score -2.195187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 174559 members 
Entering Unmasked Estep 
Score: -21951880.000000 Penalty: 6001.658203
	Iteration 62Q: 3 clusters Score -2.195188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -21951892.000000 Penalty: 6001.658203
	Iteration 63Q: 3 clusters Score -2.195189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 174586 members 
Entering Unmasked Estep 
Score: -21951880.000000 Penalty: 6001.658203
	Iteration 64Q: 3 clusters Score -2.195188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 174606 members 
Entering Unmasked Estep 
Score: -21951892.000000 Penalty: 6001.658203
	Iteration 65Q: 3 clusters Score -2.195189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 174626 members 
Entering Unmasked Estep 
Score: -21951876.000000 Penalty: 6001.658203
	Iteration 66Q: 3 clusters Score -2.195188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -21951864.000000 Penalty: 6001.658203
	Iteration 67Q: 3 clusters Score -2.195186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 174650 members 
Entering Unmasked Estep 
Score: -21951876.000000 Penalty: 6001.658203
	Iteration 68Q: 3 clusters Score -2.195188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -21951876.000000 Penalty: 6001.658203
	Iteration 69Q: 3 clusters Score -2.195188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -21951870.000000 Penalty: 6001.658203
	Iteration 70Q: 3 clusters Score -2.195187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -21951870.000000 Penalty: 6001.658203
	Iteration 71Q: 3 clusters Score -2.195187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -21951858.000000 Penalty: 6001.658203
	Iteration 72Q: 3 clusters Score -2.195186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -21951858.000000 Penalty: 6001.658203
	Iteration 73F: 3 clusters Score -2.195186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 56194 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 50695 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 2410 members 
Entering Unmasked Estep 
Score: -194488144.000000 Penalty: 67348.179688
Splitting cluster 2 changes total score from -194483680.000000 to -194488144.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -572517.937500 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -572517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -568132.937500 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -568132.9 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -569182.125000 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -569182.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -569432.312500 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -569432.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -569622.375000 Penalty: 4198.354980
	Iteration 3F: 3 clusters Score -569622.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -569784.125000 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -569784.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -569911.937500 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -569911.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -570017.000000 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -570017 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -570113.062500 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -570113.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -570209.437500 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -570209.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -570290.500000 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -570290.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -570367.312500 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -570367.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -570434.687500 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -570434.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -570500.375000 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -570500.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -570575.062500 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -570575.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -570648.437500 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -570648.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -570738.375000 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -570738.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -570853.750000 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -570853.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -570991.250000 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -570991.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -571123.812500 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -571123.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -571261.625000 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -571261.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -571338.437500 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -571338.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -571375.500000 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -571375.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -571413.000000 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -571413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -571442.750000 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -571442.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -571476.312500 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -571476.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -571511.187500 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -571511.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -571552.062500 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -571552.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -571606.500000 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -571606.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -571649.812500 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -571649.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -571676.687500 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -571676.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -571709.125000 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -571709.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -571736.875000 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -571736.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -571763.062500 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -571763.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -571778.812500 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -571778.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -571790.500000 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -571790.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -571804.312500 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -571804.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -571810.062500 Penalty: 4198.354980
	Iteration 36Q: 3 clusters Score -571810.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -571815.125000 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -571815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -571820.812500 Penalty: 4198.354980
	Iteration 38Q: 3 clusters Score -571820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -571823.062500 Penalty: 4198.354980
	Iteration 39Q: 3 clusters Score -571823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -571825.562500 Penalty: 4198.354980
	Iteration 40F: 3 clusters Score -571825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -571827.250000 Penalty: 4198.354980
	Iteration 41Q: 3 clusters Score -571827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -571827.125000 Penalty: 4198.354980
	Iteration 42Q: 3 clusters Score -571827.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -571830.562500 Penalty: 4198.354980
	Iteration 43Q: 3 clusters Score -571830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -571831.875000 Penalty: 4198.354980
	Iteration 44Q: 3 clusters Score -571831.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -571832.000000 Penalty: 4198.354980
	Iteration 45Q: 3 clusters Score -571832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -571832.812500 Penalty: 4198.354980
	Iteration 46Q: 3 clusters Score -571832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -571832.812500 Penalty: 4198.354980
	Iteration 47F: 3 clusters Score -571832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -208934.890625 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -208934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -206461.203125 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -206461.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -206859.281250 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -206859.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -206970.937500 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -206970.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207009.578125 Penalty: 3700.973633
	Iteration 3Q: 3 clusters Score -207009.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -207038.781250 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -207038.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -207067.437500 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -207067.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -207086.609375 Penalty: 3700.973633
	Iteration 6Q: 3 clusters Score -207086.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -207102.968750 Penalty: 3700.973633
	Iteration 7Q: 3 clusters Score -207103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -207120.109375 Penalty: 3700.973633
	Iteration 8Q: 3 clusters Score -207120.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -207130.109375 Penalty: 3700.973633
	Iteration 9Q: 3 clusters Score -207130.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -207139.578125 Penalty: 3700.973633
	Iteration 10Q: 3 clusters Score -207139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -207147.875000 Penalty: 3700.973633
	Iteration 11Q: 3 clusters Score -207147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -207156.109375 Penalty: 3700.973633
	Iteration 12Q: 3 clusters Score -207156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -207158.437500 Penalty: 3700.973633
	Iteration 13Q: 3 clusters Score -207158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207160.703125 Penalty: 3700.973633
	Iteration 14Q: 3 clusters Score -207160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -207161.281250 Penalty: 3700.973633
	Iteration 15Q: 3 clusters Score -207161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207163.546875 Penalty: 3700.973633
	Iteration 16Q: 3 clusters Score -207163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -207165.937500 Penalty: 3700.973633
	Iteration 17Q: 3 clusters Score -207165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -207175.171875 Penalty: 3700.973633
	Iteration 18Q: 3 clusters Score -207175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -207182.390625 Penalty: 3700.973633
	Iteration 19Q: 3 clusters Score -207182.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -207190.234375 Penalty: 3700.973633
	Iteration 20F: 3 clusters Score -207190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -207198.968750 Penalty: 3700.973633
	Iteration 21Q: 3 clusters Score -207199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207205.875000 Penalty: 3700.973633
	Iteration 22Q: 3 clusters Score -207205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -207210.375000 Penalty: 3700.973633
	Iteration 23Q: 3 clusters Score -207210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -207212.203125 Penalty: 3700.973633
	Iteration 24Q: 3 clusters Score -207212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -207214.859375 Penalty: 3700.973633
	Iteration 25Q: 3 clusters Score -207214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -207215.906250 Penalty: 3700.973633
	Iteration 26Q: 3 clusters Score -207215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -207216.421875 Penalty: 3700.973633
	Iteration 27Q: 3 clusters Score -207216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -207216.812500 Penalty: 3700.973633
	Iteration 28Q: 3 clusters Score -207216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207217.640625 Penalty: 3700.973633
	Iteration 29Q: 3 clusters Score -207217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207217.640625 Penalty: 3700.973633
	Iteration 30F: 3 clusters Score -207217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Entering Unmasked Estep 
Score: -6621289.000000 Penalty: 2712.268311
	Iteration 0F: 2 clusters Score -6621289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -6583637.000000 Penalty: 5424.536621
	Iteration 0F: 3 clusters Score -6583637 nChanged 26159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -6599312.500000 Penalty: 5424.536621
	Iteration 1F: 3 clusters Score -6599312 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6601924.500000 Penalty: 5424.536621
	Iteration 2F: 3 clusters Score -6601924 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -6605187.500000 Penalty: 5424.536621
	Iteration 3F: 3 clusters Score -6605188 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -6608719.000000 Penalty: 5424.536621
	Iteration 4F: 3 clusters Score -6608719 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -6611907.000000 Penalty: 5424.536621
	Iteration 5F: 3 clusters Score -6611907 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -6614354.000000 Penalty: 5424.536621
	Iteration 6F: 3 clusters Score -6614354 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -6615721.500000 Penalty: 5424.536621
	Iteration 7Q: 3 clusters Score -6615722 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -6616557.500000 Penalty: 5424.536621
	Iteration 8Q: 3 clusters Score -6616558 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -6617214.500000 Penalty: 5424.536621
	Iteration 9Q: 3 clusters Score -6617214 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -6617906.000000 Penalty: 5424.536621
	Iteration 10Q: 3 clusters Score -6617906 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -6618958.000000 Penalty: 5424.536621
	Iteration 11Q: 3 clusters Score -6618958 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6620470.500000 Penalty: 5424.536621
	Iteration 12Q: 3 clusters Score -6620470 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6622124.000000 Penalty: 5424.536621
	Iteration 13Q: 3 clusters Score -6622124 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6622885.500000 Penalty: 5424.536621
	Iteration 14Q: 3 clusters Score -6622886 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -6623082.000000 Penalty: 5424.536621
	Iteration 15Q: 3 clusters Score -6623082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -6623184.500000 Penalty: 5424.536621
	Iteration 16Q: 3 clusters Score -6623184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -6623245.500000 Penalty: 5424.536621
	Iteration 17Q: 3 clusters Score -6623246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -6623290.000000 Penalty: 5424.536621
	Iteration 18Q: 3 clusters Score -6623290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -6623277.500000 Penalty: 5424.536621
	Iteration 19Q: 3 clusters Score -6623278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -6623259.000000 Penalty: 5424.536621
	Iteration 20F: 3 clusters Score -6623259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -6623275.000000 Penalty: 5424.536621
	Iteration 21Q: 3 clusters Score -6623275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -6623277.500000 Penalty: 5424.536621
	Iteration 22Q: 3 clusters Score -6623278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -6623282.000000 Penalty: 5424.536621
	Iteration 23Q: 3 clusters Score -6623282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6623276.000000 Penalty: 5424.536621
	Iteration 24Q: 3 clusters Score -6623276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -6623270.500000 Penalty: 5424.536621
	Iteration 25Q: 3 clusters Score -6623270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -6623272.000000 Penalty: 5424.536621
	Iteration 26Q: 3 clusters Score -6623272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -6623275.000000 Penalty: 5424.536621
	Iteration 27Q: 3 clusters Score -6623275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -6623270.500000 Penalty: 5424.536621
	Iteration 28Q: 3 clusters Score -6623270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -6623267.500000 Penalty: 5424.536621
	Iteration 29Q: 3 clusters Score -6623268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -6623276.000000 Penalty: 5424.536621
	Iteration 30Q: 3 clusters Score -6623276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6623285.500000 Penalty: 5424.536621
	Iteration 31Q: 3 clusters Score -6623286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6623288.000000 Penalty: 5424.536621
	Iteration 32Q: 3 clusters Score -6623288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -6623287.500000 Penalty: 5424.536621
	Iteration 33Q: 3 clusters Score -6623288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -6623289.000000 Penalty: 5424.536621
	Iteration 34Q: 3 clusters Score -6623289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -6623294.000000 Penalty: 5424.536621
	Iteration 35Q: 3 clusters Score -6623294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -6623292.000000 Penalty: 5424.536621
	Iteration 36Q: 3 clusters Score -6623292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -6623288.500000 Penalty: 5424.536621
	Iteration 37Q: 3 clusters Score -6623288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -6623295.500000 Penalty: 5424.536621
	Iteration 38Q: 3 clusters Score -6623296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -6623301.500000 Penalty: 5424.536621
	Iteration 39Q: 3 clusters Score -6623302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -6623299.000000 Penalty: 5424.536621
	Iteration 40F: 3 clusters Score -6623299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6623296.000000 Penalty: 5424.536621
	Iteration 41Q: 3 clusters Score -6623296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -6623299.000000 Penalty: 5424.536621
	Iteration 42Q: 3 clusters Score -6623299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -6623298.500000 Penalty: 5424.536621
	Iteration 43Q: 3 clusters Score -6623298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -6623305.500000 Penalty: 5424.536621
	Iteration 44Q: 3 clusters Score -6623306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -6623304.500000 Penalty: 5424.536621
	Iteration 45Q: 3 clusters Score -6623304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6623300.500000 Penalty: 5424.536621
	Iteration 46Q: 3 clusters Score -6623300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -6623296.500000 Penalty: 5424.536621
	Iteration 47Q: 3 clusters Score -6623296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -6623296.500000 Penalty: 5424.536621
	Iteration 48F: 3 clusters Score -6623296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 50695 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 53702 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 2410 members 
Entering Unmasked Estep 
Score: -194490496.000000 Penalty: 70892.820312
Splitting cluster 5 changes total score from -194483680.000000 to -194490496.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (184559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Entering Unmasked Estep 
Score: -22764862.000000 Penalty: 3007.179688
	Iteration 0F: 2 clusters Score -2.276486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -22648870.000000 Penalty: 6014.359375
	Iteration 0F: 3 clusters Score -2.264887e+07 nChanged 88378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -22700034.000000 Penalty: 6014.359375
	Iteration 1F: 3 clusters Score -2.270003e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -22701298.000000 Penalty: 6014.359375
	Iteration 2Q: 3 clusters Score -2.27013e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -22703408.000000 Penalty: 6014.359375
	Iteration 3Q: 3 clusters Score -2.270341e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -22706662.000000 Penalty: 6014.359375
	Iteration 4Q: 3 clusters Score -2.270666e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -22711724.000000 Penalty: 6014.359375
	Iteration 5Q: 3 clusters Score -2.271172e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -22718124.000000 Penalty: 6014.359375
	Iteration 6F: 3 clusters Score -2.271812e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -22726338.000000 Penalty: 6014.359375
	Iteration 7F: 3 clusters Score -2.272634e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -22735482.000000 Penalty: 6014.359375
	Iteration 8F: 3 clusters Score -2.273548e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -22742850.000000 Penalty: 6014.359375
	Iteration 9F: 3 clusters Score -2.274285e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -22746862.000000 Penalty: 6014.359375
	Iteration 10Q: 3 clusters Score -2.274686e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -22748402.000000 Penalty: 6014.359375
	Iteration 11Q: 3 clusters Score -2.27484e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -22749278.000000 Penalty: 6014.359375
	Iteration 12Q: 3 clusters Score -2.274928e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107981 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -22750168.000000 Penalty: 6014.359375
	Iteration 13Q: 3 clusters Score -2.275017e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109116 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -22750854.000000 Penalty: 6014.359375
	Iteration 14Q: 3 clusters Score -2.275085e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -22751338.000000 Penalty: 6014.359375
	Iteration 15Q: 3 clusters Score -2.275134e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111490 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -22751916.000000 Penalty: 6014.359375
	Iteration 16Q: 3 clusters Score -2.275192e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112652 members 
Mstep: Class 2 contains 71907 members 
Entering Unmasked Estep 
Score: -22752618.000000 Penalty: 6014.359375
	Iteration 17Q: 3 clusters Score -2.275262e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113784 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -22753354.000000 Penalty: 6014.359375
	Iteration 18Q: 3 clusters Score -2.275335e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114852 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -22753926.000000 Penalty: 6014.359375
	Iteration 19Q: 3 clusters Score -2.275393e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -22754400.000000 Penalty: 6014.359375
	Iteration 20F: 3 clusters Score -2.27544e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116901 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -22754652.000000 Penalty: 6014.359375
	Iteration 21Q: 3 clusters Score -2.275465e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117851 members 
Mstep: Class 2 contains 66708 members 
Entering Unmasked Estep 
Score: -22754972.000000 Penalty: 6014.359375
	Iteration 22Q: 3 clusters Score -2.275497e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -22755156.000000 Penalty: 6014.359375
	Iteration 23Q: 3 clusters Score -2.275516e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119635 members 
Mstep: Class 2 contains 64924 members 
Entering Unmasked Estep 
Score: -22755376.000000 Penalty: 6014.359375
	Iteration 24Q: 3 clusters Score -2.275538e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120453 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -22755576.000000 Penalty: 6014.359375
	Iteration 25Q: 3 clusters Score -2.275558e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121267 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -22755804.000000 Penalty: 6014.359375
	Iteration 26Q: 3 clusters Score -2.27558e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122069 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -22756060.000000 Penalty: 6014.359375
	Iteration 27Q: 3 clusters Score -2.275606e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122928 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -22756330.000000 Penalty: 6014.359375
	Iteration 28Q: 3 clusters Score -2.275633e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123729 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -22756516.000000 Penalty: 6014.359375
	Iteration 29Q: 3 clusters Score -2.275652e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124521 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -22756650.000000 Penalty: 6014.359375
	Iteration 30Q: 3 clusters Score -2.275665e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -22756708.000000 Penalty: 6014.359375
	Iteration 31Q: 3 clusters Score -2.275671e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126061 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -22756806.000000 Penalty: 6014.359375
	Iteration 32Q: 3 clusters Score -2.275681e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126823 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -22756998.000000 Penalty: 6014.359375
	Iteration 33Q: 3 clusters Score -2.2757e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127549 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -22757076.000000 Penalty: 6014.359375
	Iteration 34Q: 3 clusters Score -2.275708e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128263 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -22757162.000000 Penalty: 6014.359375
	Iteration 35Q: 3 clusters Score -2.275716e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -22757268.000000 Penalty: 6014.359375
	Iteration 36Q: 3 clusters Score -2.275727e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -22757342.000000 Penalty: 6014.359375
	Iteration 37Q: 3 clusters Score -2.275734e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -22757382.000000 Penalty: 6014.359375
	Iteration 38Q: 3 clusters Score -2.275738e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -22757410.000000 Penalty: 6014.359375
	Iteration 39Q: 3 clusters Score -2.275741e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131837 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -22757498.000000 Penalty: 6014.359375
	Iteration 40F: 3 clusters Score -2.27575e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132507 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -22757538.000000 Penalty: 6014.359375
	Iteration 41Q: 3 clusters Score -2.275754e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133148 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -22757556.000000 Penalty: 6014.359375
	Iteration 42Q: 3 clusters Score -2.275756e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133776 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -22757610.000000 Penalty: 6014.359375
	Iteration 43Q: 3 clusters Score -2.275761e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -22757650.000000 Penalty: 6014.359375
	Iteration 44Q: 3 clusters Score -2.275765e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135023 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -22757708.000000 Penalty: 6014.359375
	Iteration 45Q: 3 clusters Score -2.275771e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135699 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -22757794.000000 Penalty: 6014.359375
	Iteration 46Q: 3 clusters Score -2.275779e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136364 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -22757770.000000 Penalty: 6014.359375
	Iteration 47Q: 3 clusters Score -2.275777e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137067 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -22757882.000000 Penalty: 6014.359375
	Iteration 48Q: 3 clusters Score -2.275788e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137794 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -22757930.000000 Penalty: 6014.359375
	Iteration 49Q: 3 clusters Score -2.275793e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138543 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -22757920.000000 Penalty: 6014.359375
	Iteration 50Q: 3 clusters Score -2.275792e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139288 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -22757996.000000 Penalty: 6014.359375
	Iteration 51Q: 3 clusters Score -2.2758e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -22758124.000000 Penalty: 6014.359375
	Iteration 52Q: 3 clusters Score -2.275812e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -22758234.000000 Penalty: 6014.359375
	Iteration 53Q: 3 clusters Score -2.275823e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141634 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -22758348.000000 Penalty: 6014.359375
	Iteration 54Q: 3 clusters Score -2.275835e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -22758408.000000 Penalty: 6014.359375
	Iteration 55Q: 3 clusters Score -2.275841e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143250 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -22758442.000000 Penalty: 6014.359375
	Iteration 56Q: 3 clusters Score -2.275844e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144023 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -22758592.000000 Penalty: 6014.359375
	Iteration 57Q: 3 clusters Score -2.275859e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -22758688.000000 Penalty: 6014.359375
	Iteration 58Q: 3 clusters Score -2.275869e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145495 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -22758784.000000 Penalty: 6014.359375
	Iteration 59Q: 3 clusters Score -2.275878e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -22758840.000000 Penalty: 6014.359375
	Iteration 60F: 3 clusters Score -2.275884e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147071 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -22758934.000000 Penalty: 6014.359375
	Iteration 61Q: 3 clusters Score -2.275893e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -22758982.000000 Penalty: 6014.359375
	Iteration 62Q: 3 clusters Score -2.275898e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -22759058.000000 Penalty: 6014.359375
	Iteration 63Q: 3 clusters Score -2.275906e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -22759150.000000 Penalty: 6014.359375
	Iteration 64Q: 3 clusters Score -2.275915e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -22759170.000000 Penalty: 6014.359375
	Iteration 65Q: 3 clusters Score -2.275917e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -22759310.000000 Penalty: 6014.359375
	Iteration 66Q: 3 clusters Score -2.275931e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152643 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -22759416.000000 Penalty: 6014.359375
	Iteration 67Q: 3 clusters Score -2.275942e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153629 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -22759412.000000 Penalty: 6014.359375
	Iteration 68Q: 3 clusters Score -2.275941e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154638 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -22759472.000000 Penalty: 6014.359375
	Iteration 69Q: 3 clusters Score -2.275947e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155650 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -22759384.000000 Penalty: 6014.359375
	Iteration 70Q: 3 clusters Score -2.275938e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -22759428.000000 Penalty: 6014.359375
	Iteration 71Q: 3 clusters Score -2.275943e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -22759438.000000 Penalty: 6014.359375
	Iteration 72Q: 3 clusters Score -2.275944e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -22759520.000000 Penalty: 6014.359375
	Iteration 73Q: 3 clusters Score -2.275952e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -22759602.000000 Penalty: 6014.359375
	Iteration 74Q: 3 clusters Score -2.27596e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160372 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -22759662.000000 Penalty: 6014.359375
	Iteration 75Q: 3 clusters Score -2.275966e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -22759706.000000 Penalty: 6014.359375
	Iteration 76Q: 3 clusters Score -2.275971e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162199 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -22759796.000000 Penalty: 6014.359375
	Iteration 77Q: 3 clusters Score -2.27598e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -22759750.000000 Penalty: 6014.359375
	Iteration 78Q: 3 clusters Score -2.275975e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -22759794.000000 Penalty: 6014.359375
	Iteration 79Q: 3 clusters Score -2.275979e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164780 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -22759848.000000 Penalty: 6014.359375
	Iteration 80F: 3 clusters Score -2.275985e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165581 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -22759862.000000 Penalty: 6014.359375
	Iteration 81Q: 3 clusters Score -2.275986e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166365 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -22759916.000000 Penalty: 6014.359375
	Iteration 82Q: 3 clusters Score -2.275992e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -22759948.000000 Penalty: 6014.359375
	Iteration 83Q: 3 clusters Score -2.275995e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167922 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -22759928.000000 Penalty: 6014.359375
	Iteration 84Q: 3 clusters Score -2.275993e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168668 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -22760048.000000 Penalty: 6014.359375
	Iteration 85Q: 3 clusters Score -2.276005e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -22760174.000000 Penalty: 6014.359375
	Iteration 86Q: 3 clusters Score -2.276017e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -22760202.000000 Penalty: 6014.359375
	Iteration 87Q: 3 clusters Score -2.27602e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170792 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -22760330.000000 Penalty: 6014.359375
	Iteration 88Q: 3 clusters Score -2.276033e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171538 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -22760396.000000 Penalty: 6014.359375
	Iteration 89Q: 3 clusters Score -2.27604e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -22760486.000000 Penalty: 6014.359375
	Iteration 90Q: 3 clusters Score -2.276049e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172853 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -22760480.000000 Penalty: 6014.359375
	Iteration 91Q: 3 clusters Score -2.276048e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -22760416.000000 Penalty: 6014.359375
	Iteration 92Q: 3 clusters Score -2.276042e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -22760590.000000 Penalty: 6014.359375
	Iteration 93Q: 3 clusters Score -2.276059e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174737 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -22760660.000000 Penalty: 6014.359375
	Iteration 94Q: 3 clusters Score -2.276066e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175416 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -22760714.000000 Penalty: 6014.359375
	Iteration 95Q: 3 clusters Score -2.276071e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176129 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -22760802.000000 Penalty: 6014.359375
	Iteration 96Q: 3 clusters Score -2.27608e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176811 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -22761016.000000 Penalty: 6014.359375
	Iteration 97Q: 3 clusters Score -2.276102e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177463 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -22761180.000000 Penalty: 6014.359375
	Iteration 98Q: 3 clusters Score -2.276118e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178069 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -22761274.000000 Penalty: 6014.359375
	Iteration 99Q: 3 clusters Score -2.276127e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178599 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -22761352.000000 Penalty: 6014.359375
	Iteration 100F: 3 clusters Score -2.276135e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179093 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -22761366.000000 Penalty: 6014.359375
	Iteration 101Q: 3 clusters Score -2.276137e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179524 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -22761422.000000 Penalty: 6014.359375
	Iteration 102Q: 3 clusters Score -2.276142e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179902 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -22761528.000000 Penalty: 6014.359375
	Iteration 103Q: 3 clusters Score -2.276153e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180226 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -22761632.000000 Penalty: 6014.359375
	Iteration 104Q: 3 clusters Score -2.276163e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -22761754.000000 Penalty: 6014.359375
	Iteration 105Q: 3 clusters Score -2.276175e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180790 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -22761836.000000 Penalty: 6014.359375
	Iteration 106Q: 3 clusters Score -2.276184e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22761838.000000 Penalty: 6014.359375
	Iteration 107Q: 3 clusters Score -2.276184e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181220 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -22761910.000000 Penalty: 6014.359375
	Iteration 108Q: 3 clusters Score -2.276191e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181422 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -22762000.000000 Penalty: 6014.359375
	Iteration 109Q: 3 clusters Score -2.2762e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181606 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -22762038.000000 Penalty: 6014.359375
	Iteration 110Q: 3 clusters Score -2.276204e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181761 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22762054.000000 Penalty: 6014.359375
	Iteration 111Q: 3 clusters Score -2.276205e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181904 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -22762034.000000 Penalty: 6014.359375
	Iteration 112Q: 3 clusters Score -2.276203e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -22762052.000000 Penalty: 6014.359375
	Iteration 113Q: 3 clusters Score -2.276205e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22762100.000000 Penalty: 6014.359375
	Iteration 114Q: 3 clusters Score -2.27621e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182270 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22762156.000000 Penalty: 6014.359375
	Iteration 115Q: 3 clusters Score -2.276216e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182371 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -22762218.000000 Penalty: 6014.359375
	Iteration 116Q: 3 clusters Score -2.276222e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182453 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22762228.000000 Penalty: 6014.359375
	Iteration 117Q: 3 clusters Score -2.276223e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182528 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22762238.000000 Penalty: 6014.359375
	Iteration 118Q: 3 clusters Score -2.276224e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182594 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22762238.000000 Penalty: 6014.359375
	Iteration 119Q: 3 clusters Score -2.276224e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182651 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22762256.000000 Penalty: 6014.359375
	Iteration 120F: 3 clusters Score -2.276226e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182695 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -22762260.000000 Penalty: 6014.359375
	Iteration 121Q: 3 clusters Score -2.276226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22762288.000000 Penalty: 6014.359375
	Iteration 122Q: 3 clusters Score -2.276229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182768 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22762298.000000 Penalty: 6014.359375
	Iteration 123Q: 3 clusters Score -2.27623e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182791 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -22762302.000000 Penalty: 6014.359375
	Iteration 124Q: 3 clusters Score -2.27623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182820 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22762332.000000 Penalty: 6014.359375
	Iteration 125Q: 3 clusters Score -2.276233e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182856 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22762358.000000 Penalty: 6014.359375
	Iteration 126Q: 3 clusters Score -2.276236e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182892 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22762376.000000 Penalty: 6014.359375
	Iteration 127Q: 3 clusters Score -2.276238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182922 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22762388.000000 Penalty: 6014.359375
	Iteration 128Q: 3 clusters Score -2.276239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182943 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -22762394.000000 Penalty: 6014.359375
	Iteration 129Q: 3 clusters Score -2.276239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182969 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -22762374.000000 Penalty: 6014.359375
	Iteration 130Q: 3 clusters Score -2.276237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182988 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -22762398.000000 Penalty: 6014.359375
	Iteration 131Q: 3 clusters Score -2.27624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183008 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22762404.000000 Penalty: 6014.359375
	Iteration 132Q: 3 clusters Score -2.27624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183024 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22762424.000000 Penalty: 6014.359375
	Iteration 133Q: 3 clusters Score -2.276242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22762418.000000 Penalty: 6014.359375
	Iteration 134Q: 3 clusters Score -2.276242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -22762430.000000 Penalty: 6014.359375
	Iteration 135Q: 3 clusters Score -2.276243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22762412.000000 Penalty: 6014.359375
	Iteration 136Q: 3 clusters Score -2.276241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183087 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22762412.000000 Penalty: 6014.359375
	Iteration 137Q: 3 clusters Score -2.276241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183103 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22762440.000000 Penalty: 6014.359375
	Iteration 138Q: 3 clusters Score -2.276244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183116 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -22762436.000000 Penalty: 6014.359375
	Iteration 139Q: 3 clusters Score -2.276244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183122 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -22762460.000000 Penalty: 6014.359375
	Iteration 140F: 3 clusters Score -2.276246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -22762446.000000 Penalty: 6014.359375
	Iteration 141Q: 3 clusters Score -2.276245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183148 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22762454.000000 Penalty: 6014.359375
	Iteration 142Q: 3 clusters Score -2.276245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183159 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22762472.000000 Penalty: 6014.359375
	Iteration 143Q: 3 clusters Score -2.276247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -22762444.000000 Penalty: 6014.359375
	Iteration 144Q: 3 clusters Score -2.276244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183187 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -22762462.000000 Penalty: 6014.359375
	Iteration 145Q: 3 clusters Score -2.276246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183208 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22762494.000000 Penalty: 6014.359375
	Iteration 146Q: 3 clusters Score -2.276249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183226 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -22762488.000000 Penalty: 6014.359375
	Iteration 147Q: 3 clusters Score -2.276249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183234 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -22762516.000000 Penalty: 6014.359375
	Iteration 148Q: 3 clusters Score -2.276252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22762510.000000 Penalty: 6014.359375
	Iteration 149Q: 3 clusters Score -2.276251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183252 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22762494.000000 Penalty: 6014.359375
	Iteration 150Q: 3 clusters Score -2.276249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183257 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22762500.000000 Penalty: 6014.359375
	Iteration 151Q: 3 clusters Score -2.27625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22762520.000000 Penalty: 6014.359375
	Iteration 152Q: 3 clusters Score -2.276252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183276 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22762514.000000 Penalty: 6014.359375
	Iteration 153Q: 3 clusters Score -2.276251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183285 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -22762518.000000 Penalty: 6014.359375
	Iteration 154Q: 3 clusters Score -2.276252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22762514.000000 Penalty: 6014.359375
	Iteration 155Q: 3 clusters Score -2.276251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183295 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -22762534.000000 Penalty: 6014.359375
	Iteration 156Q: 3 clusters Score -2.276253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183301 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22762528.000000 Penalty: 6014.359375
	Iteration 157Q: 3 clusters Score -2.276253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183304 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22762524.000000 Penalty: 6014.359375
	Iteration 158Q: 3 clusters Score -2.276252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183307 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -22762530.000000 Penalty: 6014.359375
	Iteration 159Q: 3 clusters Score -2.276253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -22762560.000000 Penalty: 6014.359375
	Iteration 160F: 3 clusters Score -2.276256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183309 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22762552.000000 Penalty: 6014.359375
	Iteration 161Q: 3 clusters Score -2.276255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183310 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -22762558.000000 Penalty: 6014.359375
	Iteration 162Q: 3 clusters Score -2.276256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183313 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -22762558.000000 Penalty: 6014.359375
	Iteration 163Q: 3 clusters Score -2.276256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22762556.000000 Penalty: 6014.359375
	Iteration 164Q: 3 clusters Score -2.276256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183326 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -22762546.000000 Penalty: 6014.359375
	Iteration 165Q: 3 clusters Score -2.276255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22762532.000000 Penalty: 6014.359375
	Iteration 166Q: 3 clusters Score -2.276253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22762544.000000 Penalty: 6014.359375
	Iteration 167Q: 3 clusters Score -2.276254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183338 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22762548.000000 Penalty: 6014.359375
	Iteration 168Q: 3 clusters Score -2.276255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -22762560.000000 Penalty: 6014.359375
	Iteration 169Q: 3 clusters Score -2.276256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183345 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22762564.000000 Penalty: 6014.359375
	Iteration 170Q: 3 clusters Score -2.276256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22762550.000000 Penalty: 6014.359375
	Iteration 171Q: 3 clusters Score -2.276255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183349 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -22762560.000000 Penalty: 6014.359375
	Iteration 172Q: 3 clusters Score -2.276256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183350 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22762558.000000 Penalty: 6014.359375
	Iteration 173Q: 3 clusters Score -2.276256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183351 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22762554.000000 Penalty: 6014.359375
	Iteration 174Q: 3 clusters Score -2.276255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22762564.000000 Penalty: 6014.359375
	Iteration 175Q: 3 clusters Score -2.276256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183352 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22762564.000000 Penalty: 6014.359375
	Iteration 176F: 3 clusters Score -2.276256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Entering Unmasked Estep 
Score: -15021756.000000 Penalty: 2903.089600
	Iteration 0F: 2 clusters Score -1.502176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -14940403.000000 Penalty: 5806.179199
	Iteration 0F: 3 clusters Score -1.49404e+07 nChanged 57870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -14973633.000000 Penalty: 5806.179199
	Iteration 1F: 3 clusters Score -1.497363e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -14974354.000000 Penalty: 5806.179199
	Iteration 2Q: 3 clusters Score -1.497435e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63329 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -14975164.000000 Penalty: 5806.179199
	Iteration 3Q: 3 clusters Score -1.497516e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -14975992.000000 Penalty: 5806.179199
	Iteration 4Q: 3 clusters Score -1.497599e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -14976967.000000 Penalty: 5806.179199
	Iteration 5Q: 3 clusters Score -1.497697e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69879 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -14978384.000000 Penalty: 5806.179199
	Iteration 6Q: 3 clusters Score -1.497838e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74387 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -14980651.000000 Penalty: 5806.179199
	Iteration 7Q: 3 clusters Score -1.498065e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -14984532.000000 Penalty: 5806.179199
	Iteration 8F: 3 clusters Score -1.498453e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -14990635.000000 Penalty: 5806.179199
	Iteration 9F: 3 clusters Score -1.499064e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99165 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -14998944.000000 Penalty: 5806.179199
	Iteration 10F: 3 clusters Score -1.499894e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108536 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -15007669.000000 Penalty: 5806.179199
	Iteration 11F: 3 clusters Score -1.500767e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -15013963.000000 Penalty: 5806.179199
	Iteration 12F: 3 clusters Score -1.501396e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -15017147.000000 Penalty: 5806.179199
	Iteration 13Q: 3 clusters Score -1.501715e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -15018321.000000 Penalty: 5806.179199
	Iteration 14Q: 3 clusters Score -1.501832e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120543 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15018810.000000 Penalty: 5806.179199
	Iteration 15Q: 3 clusters Score -1.501881e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120716 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -15019009.000000 Penalty: 5806.179199
	Iteration 16Q: 3 clusters Score -1.501901e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15019081.000000 Penalty: 5806.179199
	Iteration 17Q: 3 clusters Score -1.501908e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120817 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -15019141.000000 Penalty: 5806.179199
	Iteration 18Q: 3 clusters Score -1.501914e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -15019196.000000 Penalty: 5806.179199
	Iteration 19Q: 3 clusters Score -1.50192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120854 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15019240.000000 Penalty: 5806.179199
	Iteration 20F: 3 clusters Score -1.501924e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120866 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15019254.000000 Penalty: 5806.179199
	Iteration 21Q: 3 clusters Score -1.501925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15019273.000000 Penalty: 5806.179199
	Iteration 22Q: 3 clusters Score -1.501927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120878 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -15019283.000000 Penalty: 5806.179199
	Iteration 23Q: 3 clusters Score -1.501928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120880 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -15019306.000000 Penalty: 5806.179199
	Iteration 24Q: 3 clusters Score -1.501931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15019308.000000 Penalty: 5806.179199
	Iteration 25Q: 3 clusters Score -1.501931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120887 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -15019325.000000 Penalty: 5806.179199
	Iteration 26Q: 3 clusters Score -1.501932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15019324.000000 Penalty: 5806.179199
	Iteration 27Q: 3 clusters Score -1.501932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120885 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -15019342.000000 Penalty: 5806.179199
	Iteration 28Q: 3 clusters Score -1.501934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120883 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15019339.000000 Penalty: 5806.179199
	Iteration 29Q: 3 clusters Score -1.501934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120883 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15019339.000000 Penalty: 5806.179199
	Iteration 30F: 3 clusters Score -1.501934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Entering Unmasked Estep 
Score: -5220494.000000 Penalty: 2637.417969
	Iteration 0F: 2 clusters Score -5220494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -5192459.500000 Penalty: 5274.835938
	Iteration 0F: 3 clusters Score -5192460 nChanged 19002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5202832.500000 Penalty: 5274.835938
	Iteration 1F: 3 clusters Score -5202832 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -5203301.000000 Penalty: 5274.835938
	Iteration 2Q: 3 clusters Score -5203301 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -5203846.000000 Penalty: 5274.835938
	Iteration 3Q: 3 clusters Score -5203846 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5204491.500000 Penalty: 5274.835938
	Iteration 4Q: 3 clusters Score -5204492 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5205430.500000 Penalty: 5274.835938
	Iteration 5Q: 3 clusters Score -5205430 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5206854.000000 Penalty: 5274.835938
	Iteration 6F: 3 clusters Score -5206854 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -5209004.500000 Penalty: 5274.835938
	Iteration 7F: 3 clusters Score -5209004 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5212006.000000 Penalty: 5274.835938
	Iteration 8F: 3 clusters Score -5212006 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5214831.500000 Penalty: 5274.835938
	Iteration 9F: 3 clusters Score -5214832 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5216706.000000 Penalty: 5274.835938
	Iteration 10Q: 3 clusters Score -5216706 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -5217547.500000 Penalty: 5274.835938
	Iteration 11Q: 3 clusters Score -5217548 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -5217886.000000 Penalty: 5274.835938
	Iteration 12Q: 3 clusters Score -5217886 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5218026.000000 Penalty: 5274.835938
	Iteration 13Q: 3 clusters Score -5218026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5218084.000000 Penalty: 5274.835938
	Iteration 14Q: 3 clusters Score -5218084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5218121.500000 Penalty: 5274.835938
	Iteration 15Q: 3 clusters Score -5218122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5218137.000000 Penalty: 5274.835938
	Iteration 16Q: 3 clusters Score -5218137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -5218140.000000 Penalty: 5274.835938
	Iteration 17Q: 3 clusters Score -5218140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -5218145.000000 Penalty: 5274.835938
	Iteration 18Q: 3 clusters Score -5218145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -5218153.000000 Penalty: 5274.835938
	Iteration 19Q: 3 clusters Score -5218153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5218153.000000 Penalty: 5274.835938
	Iteration 20F: 3 clusters Score -5218153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -5218154.000000 Penalty: 5274.835938
	Iteration 21Q: 3 clusters Score -5218154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5218162.500000 Penalty: 5274.835938
	Iteration 22Q: 3 clusters Score -5218162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5218170.000000 Penalty: 5274.835938
	Iteration 23Q: 3 clusters Score -5218170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5218177.500000 Penalty: 5274.835938
	Iteration 24Q: 3 clusters Score -5218178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5218187.500000 Penalty: 5274.835938
	Iteration 25Q: 3 clusters Score -5218188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5218187.000000 Penalty: 5274.835938
	Iteration 26Q: 3 clusters Score -5218187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -5218187.000000 Penalty: 5274.835938
	Iteration 27F: 3 clusters Score -5218187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Entering Unmasked Estep 
Score: -6364626.000000 Penalty: 2686.728516
	Iteration 0F: 2 clusters Score -6364626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -6330573.000000 Penalty: 5373.457031
	Iteration 0F: 3 clusters Score -6330573 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6343484.000000 Penalty: 5373.457031
	Iteration 1F: 3 clusters Score -6343484 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -6344573.000000 Penalty: 5373.457031
	Iteration 2Q: 3 clusters Score -6344573 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -6346379.500000 Penalty: 5373.457031
	Iteration 3F: 3 clusters Score -6346380 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -6348892.000000 Penalty: 5373.457031
	Iteration 4F: 3 clusters Score -6348892 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6352235.000000 Penalty: 5373.457031
	Iteration 5F: 3 clusters Score -6352235 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -6356511.500000 Penalty: 5373.457031
	Iteration 6F: 3 clusters Score -6356512 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -6360822.500000 Penalty: 5373.457031
	Iteration 7F: 3 clusters Score -6360822 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -6363664.500000 Penalty: 5373.457031
	Iteration 8F: 3 clusters Score -6363664 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6365202.500000 Penalty: 5373.457031
	Iteration 9Q: 3 clusters Score -6365202 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6365841.500000 Penalty: 5373.457031
	Iteration 10Q: 3 clusters Score -6365842 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6366066.000000 Penalty: 5373.457031
	Iteration 11Q: 3 clusters Score -6366066 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6366165.500000 Penalty: 5373.457031
	Iteration 12Q: 3 clusters Score -6366166 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6366168.500000 Penalty: 5373.457031
	Iteration 13Q: 3 clusters Score -6366168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6366181.500000 Penalty: 5373.457031
	Iteration 14Q: 3 clusters Score -6366182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6366190.000000 Penalty: 5373.457031
	Iteration 15Q: 3 clusters Score -6366190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6366207.000000 Penalty: 5373.457031
	Iteration 16Q: 3 clusters Score -6366207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6366212.000000 Penalty: 5373.457031
	Iteration 17Q: 3 clusters Score -6366212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6366227.500000 Penalty: 5373.457031
	Iteration 18Q: 3 clusters Score -6366228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6366255.000000 Penalty: 5373.457031
	Iteration 19Q: 3 clusters Score -6366255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6366256.000000 Penalty: 5373.457031
	Iteration 20F: 3 clusters Score -6366256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6366263.500000 Penalty: 5373.457031
	Iteration 21Q: 3 clusters Score -6366264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6366262.500000 Penalty: 5373.457031
	Iteration 22Q: 3 clusters Score -6366262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6366264.500000 Penalty: 5373.457031
	Iteration 23Q: 3 clusters Score -6366264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6366264.500000 Penalty: 5373.457031
	Iteration 24F: 3 clusters Score -6366264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 53702 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 1478 members 
Entering Unmasked Estep 
Score: -194490848.000000 Penalty: 74437.460938
Splitting cluster 9 changes total score from -194483680.000000 to -194490848.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -910793.000000 Penalty: 2223.434814
	Iteration 0F: 2 clusters Score -910793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -904445.562500 Penalty: 4446.869629
	Iteration 0F: 3 clusters Score -904445.6 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -906222.875000 Penalty: 4446.869629
	Iteration 1F: 3 clusters Score -906222.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -906559.125000 Penalty: 4446.869629
	Iteration 2F: 3 clusters Score -906559.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -906879.187500 Penalty: 4446.869629
	Iteration 3F: 3 clusters Score -906879.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -907179.562500 Penalty: 4446.869629
	Iteration 4F: 3 clusters Score -907179.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -907485.500000 Penalty: 4446.869629
	Iteration 5F: 3 clusters Score -907485.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -907856.437500 Penalty: 4446.869629
	Iteration 6F: 3 clusters Score -907856.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -908284.750000 Penalty: 4446.869629
	Iteration 7F: 3 clusters Score -908284.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -908656.437500 Penalty: 4446.869629
	Iteration 8F: 3 clusters Score -908656.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -908966.187500 Penalty: 4446.869629
	Iteration 9Q: 3 clusters Score -908966.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -909188.875000 Penalty: 4446.869629
	Iteration 10Q: 3 clusters Score -909188.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -909337.000000 Penalty: 4446.869629
	Iteration 11Q: 3 clusters Score -909337 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -909448.187500 Penalty: 4446.869629
	Iteration 12Q: 3 clusters Score -909448.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -909523.250000 Penalty: 4446.869629
	Iteration 13Q: 3 clusters Score -909523.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -909577.187500 Penalty: 4446.869629
	Iteration 14Q: 3 clusters Score -909577.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -909618.875000 Penalty: 4446.869629
	Iteration 15Q: 3 clusters Score -909618.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -909653.437500 Penalty: 4446.869629
	Iteration 16Q: 3 clusters Score -909653.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -909681.187500 Penalty: 4446.869629
	Iteration 17Q: 3 clusters Score -909681.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -909701.375000 Penalty: 4446.869629
	Iteration 18Q: 3 clusters Score -909701.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -909728.750000 Penalty: 4446.869629
	Iteration 19Q: 3 clusters Score -909728.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -909750.250000 Penalty: 4446.869629
	Iteration 20F: 3 clusters Score -909750.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -909765.750000 Penalty: 4446.869629
	Iteration 21Q: 3 clusters Score -909765.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -909778.625000 Penalty: 4446.869629
	Iteration 22Q: 3 clusters Score -909778.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -909791.875000 Penalty: 4446.869629
	Iteration 23Q: 3 clusters Score -909791.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -909801.187500 Penalty: 4446.869629
	Iteration 24Q: 3 clusters Score -909801.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -909809.562500 Penalty: 4446.869629
	Iteration 25Q: 3 clusters Score -909809.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -909818.687500 Penalty: 4446.869629
	Iteration 26Q: 3 clusters Score -909818.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -909825.562500 Penalty: 4446.869629
	Iteration 27Q: 3 clusters Score -909825.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -909830.312500 Penalty: 4446.869629
	Iteration 28Q: 3 clusters Score -909830.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -909837.125000 Penalty: 4446.869629
	Iteration 29Q: 3 clusters Score -909837.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -909844.187500 Penalty: 4446.869629
	Iteration 30Q: 3 clusters Score -909844.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -909852.625000 Penalty: 4446.869629
	Iteration 31Q: 3 clusters Score -909852.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -909859.687500 Penalty: 4446.869629
	Iteration 32Q: 3 clusters Score -909859.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -909865.312500 Penalty: 4446.869629
	Iteration 33Q: 3 clusters Score -909865.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -909868.937500 Penalty: 4446.869629
	Iteration 34Q: 3 clusters Score -909868.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -909873.625000 Penalty: 4446.869629
	Iteration 35Q: 3 clusters Score -909873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -909876.500000 Penalty: 4446.869629
	Iteration 36Q: 3 clusters Score -909876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -909878.312500 Penalty: 4446.869629
	Iteration 37Q: 3 clusters Score -909878.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -909882.062500 Penalty: 4446.869629
	Iteration 38Q: 3 clusters Score -909882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -909885.125000 Penalty: 4446.869629
	Iteration 39Q: 3 clusters Score -909885.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -909888.812500 Penalty: 4446.869629
	Iteration 40F: 3 clusters Score -909888.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -909895.875000 Penalty: 4446.869629
	Iteration 41Q: 3 clusters Score -909895.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -909903.687500 Penalty: 4446.869629
	Iteration 42Q: 3 clusters Score -909903.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -909903.000000 Penalty: 4446.869629
	Iteration 43Q: 3 clusters Score -909903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -909906.750000 Penalty: 4446.869629
	Iteration 44Q: 3 clusters Score -909906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -909906.625000 Penalty: 4446.869629
	Iteration 45Q: 3 clusters Score -909906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -909910.250000 Penalty: 4446.869629
	Iteration 46Q: 3 clusters Score -909910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -909911.625000 Penalty: 4446.869629
	Iteration 47Q: 3 clusters Score -909911.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -909912.250000 Penalty: 4446.869629
	Iteration 48Q: 3 clusters Score -909912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -909917.500000 Penalty: 4446.869629
	Iteration 49Q: 3 clusters Score -909917.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -909918.000000 Penalty: 4446.869629
	Iteration 50Q: 3 clusters Score -909918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -909923.812500 Penalty: 4446.869629
	Iteration 51Q: 3 clusters Score -909923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -909927.250000 Penalty: 4446.869629
	Iteration 52Q: 3 clusters Score -909927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -909926.250000 Penalty: 4446.869629
	Iteration 53Q: 3 clusters Score -909926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -909925.937500 Penalty: 4446.869629
	Iteration 54Q: 3 clusters Score -909925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -909926.750000 Penalty: 4446.869629
	Iteration 55Q: 3 clusters Score -909926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -909926.250000 Penalty: 4446.869629
	Iteration 56Q: 3 clusters Score -909926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -909924.187500 Penalty: 4446.869629
	Iteration 57Q: 3 clusters Score -909924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -909926.375000 Penalty: 4446.869629
	Iteration 58Q: 3 clusters Score -909926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -909927.437500 Penalty: 4446.869629
	Iteration 59Q: 3 clusters Score -909927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -909928.187500 Penalty: 4446.869629
	Iteration 60F: 3 clusters Score -909928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -909930.812500 Penalty: 4446.869629
	Iteration 61Q: 3 clusters Score -909930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -909929.750000 Penalty: 4446.869629
	Iteration 62Q: 3 clusters Score -909929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -909929.750000 Penalty: 4446.869629
	Iteration 63Q: 3 clusters Score -909929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -909931.437500 Penalty: 4446.869629
	Iteration 64Q: 3 clusters Score -909931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -909931.812500 Penalty: 4446.869629
	Iteration 65Q: 3 clusters Score -909931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -909932.000000 Penalty: 4446.869629
	Iteration 66Q: 3 clusters Score -909932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -909932.000000 Penalty: 4446.869629
	Iteration 67F: 3 clusters Score -909932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (216948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216948 members 
Entering Unmasked Estep 
Score: -26780542.000000 Penalty: 3047.278320
	Iteration 0F: 2 clusters Score -2.678054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 108521 members 
Entering Unmasked Estep 
Score: -26655214.000000 Penalty: 6094.556641
	Iteration 0F: 3 clusters Score -2.665521e+07 nChanged 104434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 110439 members 
Entering Unmasked Estep 
Score: -26716602.000000 Penalty: 6094.556641
	Iteration 1F: 3 clusters Score -2.67166e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -26717868.000000 Penalty: 6094.556641
	Iteration 2Q: 3 clusters Score -2.671787e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -26719580.000000 Penalty: 6094.556641
	Iteration 3Q: 3 clusters Score -2.671958e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100521 members 
Mstep: Class 2 contains 116427 members 
Entering Unmasked Estep 
Score: -26721338.000000 Penalty: 6094.556641
	Iteration 4Q: 3 clusters Score -2.672134e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 120663 members 
Entering Unmasked Estep 
Score: -26724036.000000 Penalty: 6094.556641
	Iteration 5Q: 3 clusters Score -2.672404e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 126813 members 
Entering Unmasked Estep 
Score: -26727866.000000 Penalty: 6094.556641
	Iteration 6Q: 3 clusters Score -2.672787e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -26733176.000000 Penalty: 6094.556641
	Iteration 7F: 3 clusters Score -2.673318e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -26741088.000000 Penalty: 6094.556641
	Iteration 8F: 3 clusters Score -2.674109e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -26750424.000000 Penalty: 6094.556641
	Iteration 9F: 3 clusters Score -2.675042e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 173535 members 
Entering Unmasked Estep 
Score: -26759310.000000 Penalty: 6094.556641
	Iteration 10F: 3 clusters Score -2.675931e+07 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 187049 members 
Entering Unmasked Estep 
Score: -26766924.000000 Penalty: 6094.556641
	Iteration 11F: 3 clusters Score -2.676692e+07 nChanged 11014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 197997 members 
Entering Unmasked Estep 
Score: -26771668.000000 Penalty: 6094.556641
	Iteration 12F: 3 clusters Score -2.677167e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 205576 members 
Entering Unmasked Estep 
Score: -26774126.000000 Penalty: 6094.556641
	Iteration 13Q: 3 clusters Score -2.677413e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 210194 members 
Entering Unmasked Estep 
Score: -26775572.000000 Penalty: 6094.556641
	Iteration 14Q: 3 clusters Score -2.677557e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 212955 members 
Entering Unmasked Estep 
Score: -26776436.000000 Penalty: 6094.556641
	Iteration 15Q: 3 clusters Score -2.677644e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 214487 members 
Entering Unmasked Estep 
Score: -26776994.000000 Penalty: 6094.556641
	Iteration 16Q: 3 clusters Score -2.677699e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 215275 members 
Entering Unmasked Estep 
Score: -26777282.000000 Penalty: 6094.556641
	Iteration 17Q: 3 clusters Score -2.677728e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 215727 members 
Entering Unmasked Estep 
Score: -26777486.000000 Penalty: 6094.556641
	Iteration 18Q: 3 clusters Score -2.677749e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 215988 members 
Entering Unmasked Estep 
Score: -26777640.000000 Penalty: 6094.556641
	Iteration 19Q: 3 clusters Score -2.677764e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 216140 members 
Entering Unmasked Estep 
Score: -26777712.000000 Penalty: 6094.556641
	Iteration 20F: 3 clusters Score -2.677771e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 216229 members 
Entering Unmasked Estep 
Score: -26777792.000000 Penalty: 6094.556641
	Iteration 21Q: 3 clusters Score -2.677779e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 216293 members 
Entering Unmasked Estep 
Score: -26777846.000000 Penalty: 6094.556641
	Iteration 22Q: 3 clusters Score -2.677785e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 216339 members 
Entering Unmasked Estep 
Score: -26777852.000000 Penalty: 6094.556641
	Iteration 23Q: 3 clusters Score -2.677785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 216368 members 
Entering Unmasked Estep 
Score: -26777872.000000 Penalty: 6094.556641
	Iteration 24Q: 3 clusters Score -2.677787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 216385 members 
Entering Unmasked Estep 
Score: -26777892.000000 Penalty: 6094.556641
	Iteration 25Q: 3 clusters Score -2.677789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 216396 members 
Entering Unmasked Estep 
Score: -26777882.000000 Penalty: 6094.556641
	Iteration 26Q: 3 clusters Score -2.677788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 216405 members 
Entering Unmasked Estep 
Score: -26777898.000000 Penalty: 6094.556641
	Iteration 27Q: 3 clusters Score -2.67779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 216411 members 
Entering Unmasked Estep 
Score: -26777914.000000 Penalty: 6094.556641
	Iteration 28Q: 3 clusters Score -2.677791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 216416 members 
Entering Unmasked Estep 
Score: -26777904.000000 Penalty: 6094.556641
	Iteration 29Q: 3 clusters Score -2.67779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 216424 members 
Entering Unmasked Estep 
Score: -26777926.000000 Penalty: 6094.556641
	Iteration 30Q: 3 clusters Score -2.677793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 216428 members 
Entering Unmasked Estep 
Score: -26777924.000000 Penalty: 6094.556641
	Iteration 31Q: 3 clusters Score -2.677792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 216430 members 
Entering Unmasked Estep 
Score: -26777924.000000 Penalty: 6094.556641
	Iteration 32Q: 3 clusters Score -2.677792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 216429 members 
Entering Unmasked Estep 
Score: -26777926.000000 Penalty: 6094.556641
	Iteration 33Q: 3 clusters Score -2.677793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 216429 members 
Entering Unmasked Estep 
Score: -26777930.000000 Penalty: 6094.556641
	Iteration 34Q: 3 clusters Score -2.677793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 216428 members 
Entering Unmasked Estep 
Score: -26777926.000000 Penalty: 6094.556641
	Iteration 35Q: 3 clusters Score -2.677793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 216428 members 
Entering Unmasked Estep 
Score: -26777926.000000 Penalty: 6094.556641
	Iteration 36F: 3 clusters Score -2.677793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (140372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140372 members 
Entering Unmasked Estep 
Score: -17224456.000000 Penalty: 2939.308838
	Iteration 0F: 2 clusters Score -1.722446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 70347 members 
Entering Unmasked Estep 
Score: -17130674.000000 Penalty: 5878.617676
	Iteration 0F: 3 clusters Score -1.713067e+07 nChanged 67246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -17169052.000000 Penalty: 5878.617676
	Iteration 1F: 3 clusters Score -1.716905e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -17169982.000000 Penalty: 5878.617676
	Iteration 2Q: 3 clusters Score -1.716998e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -17171016.000000 Penalty: 5878.617676
	Iteration 3Q: 3 clusters Score -1.717102e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -17172776.000000 Penalty: 5878.617676
	Iteration 4Q: 3 clusters Score -1.717278e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -17175752.000000 Penalty: 5878.617676
	Iteration 5Q: 3 clusters Score -1.717575e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -17181082.000000 Penalty: 5878.617676
	Iteration 6F: 3 clusters Score -1.718108e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -17189236.000000 Penalty: 5878.617676
	Iteration 7F: 3 clusters Score -1.718924e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -17199422.000000 Penalty: 5878.617676
	Iteration 8F: 3 clusters Score -1.719942e+07 nChanged 10504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 123586 members 
Entering Unmasked Estep 
Score: -17209236.000000 Penalty: 5878.617676
	Iteration 9F: 3 clusters Score -1.720924e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -17216406.000000 Penalty: 5878.617676
	Iteration 10F: 3 clusters Score -1.721641e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 134283 members 
Entering Unmasked Estep 
Score: -17220282.000000 Penalty: 5878.617676
	Iteration 11Q: 3 clusters Score -1.722028e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -17221862.000000 Penalty: 5878.617676
	Iteration 12Q: 3 clusters Score -1.722186e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 136377 members 
Entering Unmasked Estep 
Score: -17222478.000000 Penalty: 5878.617676
	Iteration 13Q: 3 clusters Score -1.722248e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 136713 members 
Entering Unmasked Estep 
Score: -17222830.000000 Penalty: 5878.617676
	Iteration 14Q: 3 clusters Score -1.722283e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 136894 members 
Entering Unmasked Estep 
Score: -17222966.000000 Penalty: 5878.617676
	Iteration 15Q: 3 clusters Score -1.722297e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 137016 members 
Entering Unmasked Estep 
Score: -17223116.000000 Penalty: 5878.617676
	Iteration 16Q: 3 clusters Score -1.722312e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -17223196.000000 Penalty: 5878.617676
	Iteration 17Q: 3 clusters Score -1.72232e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -17223244.000000 Penalty: 5878.617676
	Iteration 18Q: 3 clusters Score -1.722324e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 137222 members 
Entering Unmasked Estep 
Score: -17223262.000000 Penalty: 5878.617676
	Iteration 19Q: 3 clusters Score -1.722326e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -17223292.000000 Penalty: 5878.617676
	Iteration 20F: 3 clusters Score -1.722329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 137299 members 
Entering Unmasked Estep 
Score: -17223298.000000 Penalty: 5878.617676
	Iteration 21Q: 3 clusters Score -1.72233e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -17223304.000000 Penalty: 5878.617676
	Iteration 22Q: 3 clusters Score -1.72233e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 137339 members 
Entering Unmasked Estep 
Score: -17223348.000000 Penalty: 5878.617676
	Iteration 23Q: 3 clusters Score -1.722335e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -17223394.000000 Penalty: 5878.617676
	Iteration 24Q: 3 clusters Score -1.722339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 137357 members 
Entering Unmasked Estep 
Score: -17223414.000000 Penalty: 5878.617676
	Iteration 25Q: 3 clusters Score -1.722341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -17223396.000000 Penalty: 5878.617676
	Iteration 26Q: 3 clusters Score -1.72234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -17223416.000000 Penalty: 5878.617676
	Iteration 27Q: 3 clusters Score -1.722342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 137394 members 
Entering Unmasked Estep 
Score: -17223420.000000 Penalty: 5878.617676
	Iteration 28Q: 3 clusters Score -1.722342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 137397 members 
Entering Unmasked Estep 
Score: -17223414.000000 Penalty: 5878.617676
	Iteration 29Q: 3 clusters Score -1.722341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 137401 members 
Entering Unmasked Estep 
Score: -17223414.000000 Penalty: 5878.617676
	Iteration 30Q: 3 clusters Score -1.722341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 137406 members 
Entering Unmasked Estep 
Score: -17223422.000000 Penalty: 5878.617676
	Iteration 31Q: 3 clusters Score -1.722342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -17223438.000000 Penalty: 5878.617676
	Iteration 32Q: 3 clusters Score -1.722344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 137416 members 
Entering Unmasked Estep 
Score: -17223434.000000 Penalty: 5878.617676
	Iteration 33Q: 3 clusters Score -1.722343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 137416 members 
Entering Unmasked Estep 
Score: -17223430.000000 Penalty: 5878.617676
	Iteration 34Q: 3 clusters Score -1.722343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 137416 members 
Entering Unmasked Estep 
Score: -17223436.000000 Penalty: 5878.617676
	Iteration 35Q: 3 clusters Score -1.722344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 137413 members 
Entering Unmasked Estep 
Score: -17223426.000000 Penalty: 5878.617676
	Iteration 36Q: 3 clusters Score -1.722343e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -17223426.000000 Penalty: 5878.617676
	Iteration 37Q: 3 clusters Score -1.722343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -17223438.000000 Penalty: 5878.617676
	Iteration 38Q: 3 clusters Score -1.722344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -17223430.000000 Penalty: 5878.617676
	Iteration 39Q: 3 clusters Score -1.722343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -17223438.000000 Penalty: 5878.617676
	Iteration 40F: 3 clusters Score -1.722344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -17223438.000000 Penalty: 5878.617676
	Iteration 41Q: 3 clusters Score -1.722344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -17223430.000000 Penalty: 5878.617676
	Iteration 42Q: 3 clusters Score -1.722343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -17223442.000000 Penalty: 5878.617676
	Iteration 43Q: 3 clusters Score -1.722344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 137430 members 
Entering Unmasked Estep 
Score: -17223444.000000 Penalty: 5878.617676
	Iteration 44Q: 3 clusters Score -1.722344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -17223434.000000 Penalty: 5878.617676
	Iteration 45Q: 3 clusters Score -1.722343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 137426 members 
Entering Unmasked Estep 
Score: -17223434.000000 Penalty: 5878.617676
	Iteration 46F: 3 clusters Score -1.722343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1277389.375000 Penalty: 2280.944336
	Iteration 0F: 2 clusters Score -1277389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1269821.625000 Penalty: 4561.888672
	Iteration 0F: 3 clusters Score -1269822 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1271948.000000 Penalty: 4561.888672
	Iteration 1F: 3 clusters Score -1271948 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1272188.625000 Penalty: 4561.888672
	Iteration 2F: 3 clusters Score -1272189 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1272354.375000 Penalty: 4561.888672
	Iteration 3Q: 3 clusters Score -1272354 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1272474.000000 Penalty: 4561.888672
	Iteration 4Q: 3 clusters Score -1272474 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1272582.750000 Penalty: 4561.888672
	Iteration 5Q: 3 clusters Score -1272583 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1272698.500000 Penalty: 4561.888672
	Iteration 6Q: 3 clusters Score -1272698 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1272818.000000 Penalty: 4561.888672
	Iteration 7Q: 3 clusters Score -1272818 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1272946.500000 Penalty: 4561.888672
	Iteration 8Q: 3 clusters Score -1272946 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1273122.500000 Penalty: 4561.888672
	Iteration 9Q: 3 clusters Score -1273122 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1273323.750000 Penalty: 4561.888672
	Iteration 10Q: 3 clusters Score -1273324 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1273564.625000 Penalty: 4561.888672
	Iteration 11Q: 3 clusters Score -1273565 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1273839.375000 Penalty: 4561.888672
	Iteration 12Q: 3 clusters Score -1273839 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1274156.875000 Penalty: 4561.888672
	Iteration 13Q: 3 clusters Score -1274157 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1274431.125000 Penalty: 4561.888672
	Iteration 14Q: 3 clusters Score -1274431 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1274688.500000 Penalty: 4561.888672
	Iteration 15Q: 3 clusters Score -1274688 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1274909.375000 Penalty: 4561.888672
	Iteration 16Q: 3 clusters Score -1274909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1275067.125000 Penalty: 4561.888672
	Iteration 17Q: 3 clusters Score -1275067 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1275179.875000 Penalty: 4561.888672
	Iteration 18Q: 3 clusters Score -1275180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1275236.250000 Penalty: 4561.888672
	Iteration 19Q: 3 clusters Score -1275236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1275279.000000 Penalty: 4561.888672
	Iteration 20F: 3 clusters Score -1275279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1275314.625000 Penalty: 4561.888672
	Iteration 21Q: 3 clusters Score -1275315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1275346.125000 Penalty: 4561.888672
	Iteration 22Q: 3 clusters Score -1275346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1275364.750000 Penalty: 4561.888672
	Iteration 23Q: 3 clusters Score -1275365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1275381.625000 Penalty: 4561.888672
	Iteration 24Q: 3 clusters Score -1275382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1275394.750000 Penalty: 4561.888672
	Iteration 25Q: 3 clusters Score -1275395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1275404.125000 Penalty: 4561.888672
	Iteration 26Q: 3 clusters Score -1275404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1275411.250000 Penalty: 4561.888672
	Iteration 27Q: 3 clusters Score -1275411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1275415.750000 Penalty: 4561.888672
	Iteration 28Q: 3 clusters Score -1275416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1275417.375000 Penalty: 4561.888672
	Iteration 29Q: 3 clusters Score -1275417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1275417.375000 Penalty: 4561.888672
	Iteration 30F: 3 clusters Score -1275417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (183493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183493 members 
Entering Unmasked Estep 
Score: -22735824.000000 Penalty: 3005.743164
	Iteration 0F: 2 clusters Score -2.273582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -22622560.000000 Penalty: 6011.486328
	Iteration 0F: 3 clusters Score -2.262256e+07 nChanged 88220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -22675324.000000 Penalty: 6011.486328
	Iteration 1F: 3 clusters Score -2.267532e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -22677488.000000 Penalty: 6011.486328
	Iteration 2Q: 3 clusters Score -2.267749e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -22680416.000000 Penalty: 6011.486328
	Iteration 3Q: 3 clusters Score -2.268042e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -22684446.000000 Penalty: 6011.486328
	Iteration 4F: 3 clusters Score -2.268445e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113219 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -22690040.000000 Penalty: 6011.486328
	Iteration 5F: 3 clusters Score -2.269004e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121358 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -22697556.000000 Penalty: 6011.486328
	Iteration 6F: 3 clusters Score -2.269756e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130496 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -22706408.000000 Penalty: 6011.486328
	Iteration 7F: 3 clusters Score -2.270641e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139331 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -22716158.000000 Penalty: 6011.486328
	Iteration 8F: 3 clusters Score -2.271616e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146224 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -22724646.000000 Penalty: 6011.486328
	Iteration 9F: 3 clusters Score -2.272465e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -22729628.000000 Penalty: 6011.486328
	Iteration 10Q: 3 clusters Score -2.272963e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154733 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -22732208.000000 Penalty: 6011.486328
	Iteration 11Q: 3 clusters Score -2.273221e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158203 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -22733446.000000 Penalty: 6011.486328
	Iteration 12Q: 3 clusters Score -2.273345e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -22734498.000000 Penalty: 6011.486328
	Iteration 13Q: 3 clusters Score -2.27345e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -22734832.000000 Penalty: 6011.486328
	Iteration 14Q: 3 clusters Score -2.273483e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -22735062.000000 Penalty: 6011.486328
	Iteration 15Q: 3 clusters Score -2.273506e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169663 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -22735326.000000 Penalty: 6011.486328
	Iteration 16Q: 3 clusters Score -2.273533e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -22735288.000000 Penalty: 6011.486328
	Iteration 17Q: 3 clusters Score -2.273529e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173702 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -22735360.000000 Penalty: 6011.486328
	Iteration 18Q: 3 clusters Score -2.273536e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -22735326.000000 Penalty: 6011.486328
	Iteration 19Q: 3 clusters Score -2.273533e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176409 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -22735168.000000 Penalty: 6011.486328
	Iteration 20F: 3 clusters Score -2.273517e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177449 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -22735012.000000 Penalty: 6011.486328
	Iteration 21Q: 3 clusters Score -2.273501e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -22734900.000000 Penalty: 6011.486328
	Iteration 22Q: 3 clusters Score -2.27349e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178981 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -22734868.000000 Penalty: 6011.486328
	Iteration 23Q: 3 clusters Score -2.273487e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179562 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -22734818.000000 Penalty: 6011.486328
	Iteration 24Q: 3 clusters Score -2.273482e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180051 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -22734794.000000 Penalty: 6011.486328
	Iteration 25Q: 3 clusters Score -2.273479e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180414 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22734698.000000 Penalty: 6011.486328
	Iteration 26Q: 3 clusters Score -2.27347e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -22734614.000000 Penalty: 6011.486328
	Iteration 27Q: 3 clusters Score -2.273461e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180959 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -22734538.000000 Penalty: 6011.486328
	Iteration 28Q: 3 clusters Score -2.273454e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181153 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22734546.000000 Penalty: 6011.486328
	Iteration 29Q: 3 clusters Score -2.273455e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181285 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22734414.000000 Penalty: 6011.486328
	Iteration 30Q: 3 clusters Score -2.273441e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181387 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22734368.000000 Penalty: 6011.486328
	Iteration 31Q: 3 clusters Score -2.273437e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181475 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -22734378.000000 Penalty: 6011.486328
	Iteration 32Q: 3 clusters Score -2.273438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22734368.000000 Penalty: 6011.486328
	Iteration 33Q: 3 clusters Score -2.273437e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181598 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -22734376.000000 Penalty: 6011.486328
	Iteration 34Q: 3 clusters Score -2.273438e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181639 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22734354.000000 Penalty: 6011.486328
	Iteration 35Q: 3 clusters Score -2.273435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181669 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -22734330.000000 Penalty: 6011.486328
	Iteration 36Q: 3 clusters Score -2.273433e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181710 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -22734334.000000 Penalty: 6011.486328
	Iteration 37Q: 3 clusters Score -2.273433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181742 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22734348.000000 Penalty: 6011.486328
	Iteration 38Q: 3 clusters Score -2.273435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22734348.000000 Penalty: 6011.486328
	Iteration 39Q: 3 clusters Score -2.273435e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181811 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22734336.000000 Penalty: 6011.486328
	Iteration 40F: 3 clusters Score -2.273434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181847 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -22734314.000000 Penalty: 6011.486328
	Iteration 41Q: 3 clusters Score -2.273431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181882 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22734300.000000 Penalty: 6011.486328
	Iteration 42Q: 3 clusters Score -2.27343e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181915 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -22734282.000000 Penalty: 6011.486328
	Iteration 43Q: 3 clusters Score -2.273428e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181954 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -22734280.000000 Penalty: 6011.486328
	Iteration 44Q: 3 clusters Score -2.273428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22734262.000000 Penalty: 6011.486328
	Iteration 45Q: 3 clusters Score -2.273426e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182014 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -22734250.000000 Penalty: 6011.486328
	Iteration 46Q: 3 clusters Score -2.273425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22734216.000000 Penalty: 6011.486328
	Iteration 47Q: 3 clusters Score -2.273422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22734208.000000 Penalty: 6011.486328
	Iteration 48Q: 3 clusters Score -2.273421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22734206.000000 Penalty: 6011.486328
	Iteration 49Q: 3 clusters Score -2.273421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22734210.000000 Penalty: 6011.486328
	Iteration 50Q: 3 clusters Score -2.273421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182115 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -22734202.000000 Penalty: 6011.486328
	Iteration 51Q: 3 clusters Score -2.27342e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182126 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22734192.000000 Penalty: 6011.486328
	Iteration 52Q: 3 clusters Score -2.273419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182137 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22734184.000000 Penalty: 6011.486328
	Iteration 53Q: 3 clusters Score -2.273418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22734176.000000 Penalty: 6011.486328
	Iteration 54Q: 3 clusters Score -2.273418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182150 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -22734168.000000 Penalty: 6011.486328
	Iteration 55Q: 3 clusters Score -2.273417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -22734170.000000 Penalty: 6011.486328
	Iteration 56Q: 3 clusters Score -2.273417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182166 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -22734176.000000 Penalty: 6011.486328
	Iteration 57Q: 3 clusters Score -2.273418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182172 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -22734204.000000 Penalty: 6011.486328
	Iteration 58Q: 3 clusters Score -2.27342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182178 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22734192.000000 Penalty: 6011.486328
	Iteration 59Q: 3 clusters Score -2.273419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22734200.000000 Penalty: 6011.486328
	Iteration 60F: 3 clusters Score -2.27342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182190 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22734216.000000 Penalty: 6011.486328
	Iteration 61Q: 3 clusters Score -2.273422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182192 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22734198.000000 Penalty: 6011.486328
	Iteration 62Q: 3 clusters Score -2.27342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182204 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22734200.000000 Penalty: 6011.486328
	Iteration 63Q: 3 clusters Score -2.27342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182210 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22734200.000000 Penalty: 6011.486328
	Iteration 64Q: 3 clusters Score -2.27342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182212 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22734218.000000 Penalty: 6011.486328
	Iteration 65Q: 3 clusters Score -2.273422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182215 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -22734210.000000 Penalty: 6011.486328
	Iteration 66Q: 3 clusters Score -2.273421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182218 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22734192.000000 Penalty: 6011.486328
	Iteration 67Q: 3 clusters Score -2.273419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182222 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22734192.000000 Penalty: 6011.486328
	Iteration 68Q: 3 clusters Score -2.273419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182227 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22734186.000000 Penalty: 6011.486328
	Iteration 69Q: 3 clusters Score -2.273419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182232 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22734190.000000 Penalty: 6011.486328
	Iteration 70Q: 3 clusters Score -2.273419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182233 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22734190.000000 Penalty: 6011.486328
	Iteration 71Q: 3 clusters Score -2.273419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182233 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22734190.000000 Penalty: 6011.486328
	Iteration 72F: 3 clusters Score -2.273419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (341788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341788 members 
Entering Unmasked Estep 
Score: -41561004.000000 Penalty: 3160.002686
	Iteration 0F: 2 clusters Score -4.1561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171050 members 
Mstep: Class 2 contains 170738 members 
Entering Unmasked Estep 
Score: -41372364.000000 Penalty: 6320.005371
	Iteration 0F: 3 clusters Score -4.137236e+07 nChanged 166102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174968 members 
Mstep: Class 2 contains 166820 members 
Entering Unmasked Estep 
Score: -41472196.000000 Penalty: 6320.005371
	Iteration 1F: 3 clusters Score -4.14722e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178665 members 
Mstep: Class 2 contains 163123 members 
Entering Unmasked Estep 
Score: -41474048.000000 Penalty: 6320.005371
	Iteration 2Q: 3 clusters Score -4.147405e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184293 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -41476632.000000 Penalty: 6320.005371
	Iteration 3Q: 3 clusters Score -4.147663e+07 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192475 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -41480360.000000 Penalty: 6320.005371
	Iteration 4Q: 3 clusters Score -4.148036e+07 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203782 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -41485144.000000 Penalty: 6320.005371
	Iteration 5Q: 3 clusters Score -4.148514e+07 nChanged 19534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218694 members 
Mstep: Class 2 contains 123094 members 
Entering Unmasked Estep 
Score: -41492584.000000 Penalty: 6320.005371
	Iteration 6F: 3 clusters Score -4.149258e+07 nChanged 22011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236319 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -41503664.000000 Penalty: 6320.005371
	Iteration 7F: 3 clusters Score -4.150366e+07 nChanged 22588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254067 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -41516696.000000 Penalty: 6320.005371
	Iteration 8F: 3 clusters Score -4.15167e+07 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268820 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -41530576.000000 Penalty: 6320.005371
	Iteration 9F: 3 clusters Score -4.153058e+07 nChanged 16446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278740 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -41541560.000000 Penalty: 6320.005371
	Iteration 10Q: 3 clusters Score -4.154156e+07 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284213 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -41548080.000000 Penalty: 6320.005371
	Iteration 11Q: 3 clusters Score -4.154808e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287630 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -41551504.000000 Penalty: 6320.005371
	Iteration 12Q: 3 clusters Score -4.15515e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290544 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -41553560.000000 Penalty: 6320.005371
	Iteration 13Q: 3 clusters Score -4.155356e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293307 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -41554752.000000 Penalty: 6320.005371
	Iteration 14Q: 3 clusters Score -4.155475e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296002 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -41555828.000000 Penalty: 6320.005371
	Iteration 15Q: 3 clusters Score -4.155583e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298630 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -41556232.000000 Penalty: 6320.005371
	Iteration 16Q: 3 clusters Score -4.155623e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301213 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -41556884.000000 Penalty: 6320.005371
	Iteration 17Q: 3 clusters Score -4.155688e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303842 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -41557836.000000 Penalty: 6320.005371
	Iteration 18Q: 3 clusters Score -4.155784e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306594 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -41561080.000000 Penalty: 6320.005371
	Iteration 19Q: 3 clusters Score -4.156108e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309927 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -41563776.000000 Penalty: 6320.005371
	Iteration 20F: 3 clusters Score -4.156378e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313812 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -41565824.000000 Penalty: 6320.005371
	Iteration 21Q: 3 clusters Score -4.156582e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317982 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -41567508.000000 Penalty: 6320.005371
	Iteration 22Q: 3 clusters Score -4.156751e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322323 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -41567984.000000 Penalty: 6320.005371
	Iteration 23Q: 3 clusters Score -4.156798e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326453 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -41567268.000000 Penalty: 6320.005371
	Iteration 24Q: 3 clusters Score -4.156727e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330311 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -41566292.000000 Penalty: 6320.005371
	Iteration 25Q: 3 clusters Score -4.156629e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333591 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -41564432.000000 Penalty: 6320.005371
	Iteration 26Q: 3 clusters Score -4.156443e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336077 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -41562948.000000 Penalty: 6320.005371
	Iteration 27Q: 3 clusters Score -4.156295e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337871 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -41561648.000000 Penalty: 6320.005371
	Iteration 28Q: 3 clusters Score -4.156165e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339087 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -41560620.000000 Penalty: 6320.005371
	Iteration 29Q: 3 clusters Score -4.156062e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339902 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -41560100.000000 Penalty: 6320.005371
	Iteration 30Q: 3 clusters Score -4.15601e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340406 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -41559724.000000 Penalty: 6320.005371
	Iteration 31Q: 3 clusters Score -4.155972e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340703 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -41559440.000000 Penalty: 6320.005371
	Iteration 32Q: 3 clusters Score -4.155944e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340897 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -41559272.000000 Penalty: 6320.005371
	Iteration 33Q: 3 clusters Score -4.155927e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341009 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -41559176.000000 Penalty: 6320.005371
	Iteration 34Q: 3 clusters Score -4.155918e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341089 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -41559116.000000 Penalty: 6320.005371
	Iteration 35Q: 3 clusters Score -4.155912e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341132 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -41559072.000000 Penalty: 6320.005371
	Iteration 36Q: 3 clusters Score -4.155907e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -41559036.000000 Penalty: 6320.005371
	Iteration 37Q: 3 clusters Score -4.155904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341192 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -41559012.000000 Penalty: 6320.005371
	Iteration 38Q: 3 clusters Score -4.155901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341210 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -41559012.000000 Penalty: 6320.005371
	Iteration 39Q: 3 clusters Score -4.155901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341224 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -41558980.000000 Penalty: 6320.005371
	Iteration 40F: 3 clusters Score -4.155898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341233 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -41558964.000000 Penalty: 6320.005371
	Iteration 41Q: 3 clusters Score -4.155896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341244 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -41559000.000000 Penalty: 6320.005371
	Iteration 42Q: 3 clusters Score -4.1559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341254 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -41558988.000000 Penalty: 6320.005371
	Iteration 43Q: 3 clusters Score -4.155899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341261 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -41558956.000000 Penalty: 6320.005371
	Iteration 44Q: 3 clusters Score -4.155896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341268 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -41558936.000000 Penalty: 6320.005371
	Iteration 45Q: 3 clusters Score -4.155894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341269 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -41558936.000000 Penalty: 6320.005371
	Iteration 46Q: 3 clusters Score -4.155894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -41558956.000000 Penalty: 6320.005371
	Iteration 47Q: 3 clusters Score -4.155896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -41558956.000000 Penalty: 6320.005371
	Iteration 48F: 3 clusters Score -4.155896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -156491.750000 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -156491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -154335.531250 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -154335.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154937.921875 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -154937.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155185.390625 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -155185.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155330.859375 Penalty: 3600.870361
	Iteration 3F: 3 clusters Score -155330.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155482.281250 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -155482.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155647.625000 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -155647.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155817.812500 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -155817.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -155978.000000 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -155978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -156300.937500 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -156300.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -156760.187500 Penalty: 3600.870361
	Iteration 9F: 3 clusters Score -156760.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -157232.562500 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -157232.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157312.765625 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -157312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -157333.562500 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -157333.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -157342.218750 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -157342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -157347.703125 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -157347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157349.937500 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -157349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157350.453125 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -157350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157350.453125 Penalty: 3600.870361
	Iteration 17F: 3 clusters Score -157350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 53702 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 650 members 
Entering Unmasked Estep 
Score: -194489984.000000 Penalty: 77982.101562
Splitting cluster 17 changes total score from -194483680.000000 to -194489984.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (20758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Entering Unmasked Estep 
Score: -2389791.250000 Penalty: 2465.290527
	Iteration 0F: 2 clusters Score -2389791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2375348.750000 Penalty: 4930.581055
	Iteration 0F: 3 clusters Score -2375349 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2381022.000000 Penalty: 4930.581055
	Iteration 1F: 3 clusters Score -2381022 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2383206.000000 Penalty: 4930.581055
	Iteration 2F: 3 clusters Score -2383206 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2385751.500000 Penalty: 4930.581055
	Iteration 3F: 3 clusters Score -2385752 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2388147.000000 Penalty: 4930.581055
	Iteration 4F: 3 clusters Score -2388147 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2389707.000000 Penalty: 4930.581055
	Iteration 5F: 3 clusters Score -2389707 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2390520.000000 Penalty: 4930.581055
	Iteration 6F: 3 clusters Score -2390520 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2391095.500000 Penalty: 4930.581055
	Iteration 7Q: 3 clusters Score -2391096 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2391618.750000 Penalty: 4930.581055
	Iteration 8Q: 3 clusters Score -2391619 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2392404.250000 Penalty: 4930.581055
	Iteration 9Q: 3 clusters Score -2392404 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2394085.250000 Penalty: 4930.581055
	Iteration 10Q: 3 clusters Score -2394085 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2395845.750000 Penalty: 4930.581055
	Iteration 11Q: 3 clusters Score -2395846 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2396320.000000 Penalty: 4930.581055
	Iteration 12Q: 3 clusters Score -2396320 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2396508.250000 Penalty: 4930.581055
	Iteration 13Q: 3 clusters Score -2396508 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2396580.000000 Penalty: 4930.581055
	Iteration 14Q: 3 clusters Score -2396580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2396628.250000 Penalty: 4930.581055
	Iteration 15Q: 3 clusters Score -2396628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2396678.000000 Penalty: 4930.581055
	Iteration 16Q: 3 clusters Score -2396678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2396719.500000 Penalty: 4930.581055
	Iteration 17Q: 3 clusters Score -2396720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2396762.750000 Penalty: 4930.581055
	Iteration 18Q: 3 clusters Score -2396763 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2396816.250000 Penalty: 4930.581055
	Iteration 19Q: 3 clusters Score -2396816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2396866.750000 Penalty: 4930.581055
	Iteration 20F: 3 clusters Score -2396867 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2396912.750000 Penalty: 4930.581055
	Iteration 21Q: 3 clusters Score -2396913 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2396962.000000 Penalty: 4930.581055
	Iteration 22Q: 3 clusters Score -2396962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2397022.750000 Penalty: 4930.581055
	Iteration 23Q: 3 clusters Score -2397023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2397087.250000 Penalty: 4930.581055
	Iteration 24Q: 3 clusters Score -2397087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2397123.750000 Penalty: 4930.581055
	Iteration 25Q: 3 clusters Score -2397124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2397134.500000 Penalty: 4930.581055
	Iteration 26Q: 3 clusters Score -2397134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2397143.750000 Penalty: 4930.581055
	Iteration 27Q: 3 clusters Score -2397144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2397153.250000 Penalty: 4930.581055
	Iteration 28Q: 3 clusters Score -2397153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2397154.000000 Penalty: 4930.581055
	Iteration 29Q: 3 clusters Score -2397154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2397160.500000 Penalty: 4930.581055
	Iteration 30Q: 3 clusters Score -2397160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2397161.250000 Penalty: 4930.581055
	Iteration 31Q: 3 clusters Score -2397161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2397166.750000 Penalty: 4930.581055
	Iteration 32Q: 3 clusters Score -2397167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2397171.250000 Penalty: 4930.581055
	Iteration 33Q: 3 clusters Score -2397171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2397171.750000 Penalty: 4930.581055
	Iteration 34Q: 3 clusters Score -2397172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2397169.250000 Penalty: 4930.581055
	Iteration 35Q: 3 clusters Score -2397169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2397171.250000 Penalty: 4930.581055
	Iteration 36Q: 3 clusters Score -2397171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2397171.250000 Penalty: 4930.581055
	Iteration 37F: 3 clusters Score -2397171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 53702 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 14759 members 
Entering Unmasked Estep 
Score: -194496880.000000 Penalty: 81526.742188
Splitting cluster 19 changes total score from -194483680.000000 to -194496880.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -243048.437500 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -243048.4 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 1202 members 
Entering Unmasked Estep 
Score: -240463.593750 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -240463.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242600.828125 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -242600.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -245255.375000 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -245255.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -248753.765625 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -248753.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -250426.578125 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -250426.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -251618.250000 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -251618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -251661.937500 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -251661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -251667.421875 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -251667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -251669.203125 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -251669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -251669.203125 Penalty: 3862.541504
	Iteration 9F: 3 clusters Score -251669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 174663 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 53702 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 883 members 
Mstep: Class 21 contains 1478 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 14759 members 
Mstep: Class 24 contains 1527 members 
Entering Unmasked Estep 
Score: -194504016.000000 Penalty: 85071.390625
Splitting cluster 20 changes total score from -194483680.000000 to -194504016.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4743 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 184559 members 
Mstep: Class 7 contains 121298 members 
Mstep: Class 8 contains 41554 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 11 contains 7828 members 
Mstep: Class 12 contains 216948 members 
Mstep: Class 13 contains 140372 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 183493 members 
Mstep: Class 16 contains 341788 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194512688.000000 Penalty: 85071.390625
Iteration 39Q: 25 clusters Score -1.945127e+08 nChanged 35160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 4754 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 2494 members 
Mstep: Class 6 contains 184571 members 
Mstep: Class 7 contains 123843 members 
Mstep: Class 8 contains 40438 members 
Mstep: Class 9 contains 51141 members 
Mstep: Class 10 contains 171169 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 12 contains 213998 members 
Mstep: Class 13 contains 143232 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 183826 members 
Mstep: Class 16 contains 337472 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 56304 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 1064 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 650 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194525024.000000 Penalty: 85071.390625
Iteration 40F: 25 clusters Score -1.94525e+08 nChanged 33297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 2522 members 
Mstep: Class 6 contains 183592 members 
Mstep: Class 7 contains 126085 members 
Mstep: Class 8 contains 39248 members 
Mstep: Class 9 contains 52739 members 
Mstep: Class 10 contains 170974 members 
Mstep: Class 11 contains 7658 members 
Mstep: Class 12 contains 209725 members 
Mstep: Class 13 contains 145493 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 183250 members 
Mstep: Class 16 contains 334456 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 58276 members 
Mstep: Class 19 contains 8806 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 12815 members 
Mstep: Class 24 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194535472.000000 Penalty: 85071.390625
Iteration 41Q: 25 clusters Score -1.945355e+08 nChanged 28629
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 4749 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 182800 members 
Mstep: Class 7 contains 128537 members 
Mstep: Class 8 contains 38376 members 
Mstep: Class 9 contains 54309 members 
Mstep: Class 10 contains 170593 members 
Mstep: Class 11 contains 7626 members 
Mstep: Class 12 contains 204676 members 
Mstep: Class 13 contains 147850 members 
Mstep: Class 14 contains 9759 members 
Mstep: Class 15 contains 182770 members 
Mstep: Class 16 contains 331890 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 60108 members 
Mstep: Class 19 contains 9655 members 
Mstep: Class 20 contains 1152 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 12443 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543296.000000 Penalty: 85071.390625
Iteration 42Q: 25 clusters Score -1.945433e+08 nChanged 26128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 6506 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 6 contains 181920 members 
Mstep: Class 7 contains 130867 members 
Mstep: Class 8 contains 37716 members 
Mstep: Class 9 contains 55787 members 
Mstep: Class 10 contains 170154 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 199459 members 
Mstep: Class 13 contains 150496 members 
Mstep: Class 14 contains 9745 members 
Mstep: Class 15 contains 182258 members 
Mstep: Class 16 contains 329539 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 61771 members 
Mstep: Class 19 contains 10306 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 1794 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 12167 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549920.000000 Penalty: 85071.390625
Iteration 43Q: 25 clusters Score -1.945499e+08 nChanged 24314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 6710 members 
Mstep: Class 3 contains 4747 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 181108 members 
Mstep: Class 7 contains 133111 members 
Mstep: Class 8 contains 37183 members 
Mstep: Class 9 contains 57202 members 
Mstep: Class 10 contains 169742 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 194403 members 
Mstep: Class 13 contains 153206 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 181733 members 
Mstep: Class 16 contains 327264 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 63270 members 
Mstep: Class 19 contains 10796 members 
Mstep: Class 20 contains 1197 members 
Mstep: Class 21 contains 1878 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11932 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194554576.000000 Penalty: 85071.390625
Iteration 44Q: 25 clusters Score -1.945546e+08 nChanged 23203
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 4758 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 180220 members 
Mstep: Class 7 contains 135337 members 
Mstep: Class 8 contains 36720 members 
Mstep: Class 9 contains 58524 members 
Mstep: Class 10 contains 169332 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 189539 members 
Mstep: Class 13 contains 155856 members 
Mstep: Class 14 contains 9720 members 
Mstep: Class 15 contains 181143 members 
Mstep: Class 16 contains 325215 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 64615 members 
Mstep: Class 19 contains 11180 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 1930 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11781 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194559648.000000 Penalty: 85071.390625
Iteration 45Q: 25 clusters Score -1.945596e+08 nChanged 21951
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 4770 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 2875 members 
Mstep: Class 6 contains 179217 members 
Mstep: Class 7 contains 137477 members 
Mstep: Class 8 contains 36384 members 
Mstep: Class 9 contains 59801 members 
Mstep: Class 10 contains 168747 members 
Mstep: Class 11 contains 7557 members 
Mstep: Class 12 contains 184921 members 
Mstep: Class 13 contains 158631 members 
Mstep: Class 14 contains 9787 members 
Mstep: Class 15 contains 180641 members 
Mstep: Class 16 contains 323292 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 65865 members 
Mstep: Class 19 contains 11482 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 1970 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194563696.000000 Penalty: 85071.390625
Iteration 46Q: 25 clusters Score -1.945637e+08 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 4764 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 178122 members 
Mstep: Class 7 contains 139476 members 
Mstep: Class 8 contains 36052 members 
Mstep: Class 9 contains 60984 members 
Mstep: Class 10 contains 168067 members 
Mstep: Class 11 contains 7553 members 
Mstep: Class 12 contains 180567 members 
Mstep: Class 13 contains 161552 members 
Mstep: Class 14 contains 9865 members 
Mstep: Class 15 contains 180086 members 
Mstep: Class 16 contains 321618 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 66948 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 2005 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11560 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194567424.000000 Penalty: 85071.390625
Iteration 47Q: 25 clusters Score -1.945674e+08 nChanged 21143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 7278 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 176961 members 
Mstep: Class 7 contains 141305 members 
Mstep: Class 8 contains 35750 members 
Mstep: Class 9 contains 62138 members 
Mstep: Class 10 contains 167404 members 
Mstep: Class 11 contains 7556 members 
Mstep: Class 12 contains 176309 members 
Mstep: Class 13 contains 164509 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 179537 members 
Mstep: Class 16 contains 320197 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 68005 members 
Mstep: Class 19 contains 11909 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 2027 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11439 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194570960.000000 Penalty: 85071.390625
Iteration 48Q: 25 clusters Score -1.94571e+08 nChanged 20704
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 1689 members 
Mstep: Class 5 contains 3115 members 
Mstep: Class 6 contains 175722 members 
Mstep: Class 7 contains 143141 members 
Mstep: Class 8 contains 35496 members 
Mstep: Class 9 contains 63235 members 
Mstep: Class 10 contains 166640 members 
Mstep: Class 11 contains 7550 members 
Mstep: Class 12 contains 172398 members 
Mstep: Class 13 contains 167436 members 
Mstep: Class 14 contains 9997 members 
Mstep: Class 15 contains 179044 members 
Mstep: Class 16 contains 318693 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 69002 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 2048 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11350 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194572768.000000 Penalty: 85071.390625
Iteration 49Q: 25 clusters Score -1.945728e+08 nChanged 20283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 7502 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 1694 members 
Mstep: Class 5 contains 3193 members 
Mstep: Class 6 contains 174540 members 
Mstep: Class 7 contains 144831 members 
Mstep: Class 8 contains 35283 members 
Mstep: Class 9 contains 64272 members 
Mstep: Class 10 contains 165824 members 
Mstep: Class 11 contains 7536 members 
Mstep: Class 12 contains 168863 members 
Mstep: Class 13 contains 170424 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 178618 members 
Mstep: Class 16 contains 316929 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 69934 members 
Mstep: Class 19 contains 12273 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11254 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194575296.000000 Penalty: 85071.390625
Iteration 50Q: 25 clusters Score -1.945753e+08 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 173500 members 
Mstep: Class 7 contains 146510 members 
Mstep: Class 8 contains 35053 members 
Mstep: Class 9 contains 65258 members 
Mstep: Class 10 contains 165063 members 
Mstep: Class 11 contains 7519 members 
Mstep: Class 12 contains 165640 members 
Mstep: Class 13 contains 173269 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 178180 members 
Mstep: Class 16 contains 315129 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 70801 members 
Mstep: Class 19 contains 12419 members 
Mstep: Class 20 contains 1264 members 
Mstep: Class 21 contains 2092 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11168 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194577456.000000 Penalty: 85071.390625
Iteration 51Q: 25 clusters Score -1.945775e+08 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 7755 members 
Mstep: Class 3 contains 4762 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 172484 members 
Mstep: Class 7 contains 148273 members 
Mstep: Class 8 contains 34710 members 
Mstep: Class 9 contains 66213 members 
Mstep: Class 10 contains 164275 members 
Mstep: Class 11 contains 7510 members 
Mstep: Class 12 contains 162806 members 
Mstep: Class 13 contains 176019 members 
Mstep: Class 14 contains 10150 members 
Mstep: Class 15 contains 177737 members 
Mstep: Class 16 contains 313209 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 71561 members 
Mstep: Class 19 contains 12561 members 
Mstep: Class 20 contains 1270 members 
Mstep: Class 21 contains 2103 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11110 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194580112.000000 Penalty: 85071.390625
Iteration 52Q: 25 clusters Score -1.945801e+08 nChanged 19978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 171516 members 
Mstep: Class 7 contains 150120 members 
Mstep: Class 8 contains 34239 members 
Mstep: Class 9 contains 67094 members 
Mstep: Class 10 contains 163562 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 160298 members 
Mstep: Class 13 contains 178609 members 
Mstep: Class 14 contains 10212 members 
Mstep: Class 15 contains 177306 members 
Mstep: Class 16 contains 311155 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 72295 members 
Mstep: Class 19 contains 12689 members 
Mstep: Class 20 contains 1272 members 
Mstep: Class 21 contains 2121 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11066 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194580496.000000 Penalty: 85071.390625
Iteration 53Q: 25 clusters Score -1.945805e+08 nChanged 20233
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 8022 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 1745 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 170698 members 
Mstep: Class 7 contains 152059 members 
Mstep: Class 8 contains 33761 members 
Mstep: Class 9 contains 67986 members 
Mstep: Class 10 contains 162905 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 158066 members 
Mstep: Class 13 contains 181018 members 
Mstep: Class 14 contains 10275 members 
Mstep: Class 15 contains 176844 members 
Mstep: Class 16 contains 308879 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 72980 members 
Mstep: Class 19 contains 12802 members 
Mstep: Class 20 contains 1273 members 
Mstep: Class 21 contains 2142 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 11023 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194583072.000000 Penalty: 85071.390625
Iteration 54Q: 25 clusters Score -1.945831e+08 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 4761 members 
Mstep: Class 4 contains 1756 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 169855 members 
Mstep: Class 7 contains 154098 members 
Mstep: Class 8 contains 33292 members 
Mstep: Class 9 contains 68887 members 
Mstep: Class 10 contains 162229 members 
Mstep: Class 11 contains 7541 members 
Mstep: Class 12 contains 156061 members 
Mstep: Class 13 contains 183299 members 
Mstep: Class 14 contains 10324 members 
Mstep: Class 15 contains 176336 members 
Mstep: Class 16 contains 306467 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 73648 members 
Mstep: Class 19 contains 12930 members 
Mstep: Class 20 contains 1274 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10994 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194583488.000000 Penalty: 85071.390625
Iteration 55Q: 25 clusters Score -1.945835e+08 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 169007 members 
Mstep: Class 7 contains 156364 members 
Mstep: Class 8 contains 32772 members 
Mstep: Class 9 contains 69776 members 
Mstep: Class 10 contains 161492 members 
Mstep: Class 11 contains 7559 members 
Mstep: Class 12 contains 154219 members 
Mstep: Class 13 contains 185462 members 
Mstep: Class 14 contains 10371 members 
Mstep: Class 15 contains 175854 members 
Mstep: Class 16 contains 303960 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 74285 members 
Mstep: Class 19 contains 13068 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 2198 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10976 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194583040.000000 Penalty: 85071.390625
Iteration 56Q: 25 clusters Score -1.94583e+08 nChanged 22791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 4781 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 168211 members 
Mstep: Class 7 contains 158831 members 
Mstep: Class 8 contains 32197 members 
Mstep: Class 9 contains 70676 members 
Mstep: Class 10 contains 160769 members 
Mstep: Class 11 contains 7557 members 
Mstep: Class 12 contains 152673 members 
Mstep: Class 13 contains 187450 members 
Mstep: Class 14 contains 10393 members 
Mstep: Class 15 contains 175477 members 
Mstep: Class 16 contains 301074 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 74972 members 
Mstep: Class 19 contains 13217 members 
Mstep: Class 20 contains 1279 members 
Mstep: Class 21 contains 2216 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10947 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194586144.000000 Penalty: 85071.390625
Iteration 57Q: 25 clusters Score -1.945861e+08 nChanged 22382
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 8526 members 
Mstep: Class 3 contains 4792 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 3879 members 
Mstep: Class 6 contains 167498 members 
Mstep: Class 7 contains 161122 members 
Mstep: Class 8 contains 31613 members 
Mstep: Class 9 contains 71527 members 
Mstep: Class 10 contains 160102 members 
Mstep: Class 11 contains 7543 members 
Mstep: Class 12 contains 151306 members 
Mstep: Class 13 contains 189481 members 
Mstep: Class 14 contains 10434 members 
Mstep: Class 15 contains 175194 members 
Mstep: Class 16 contains 298209 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 75545 members 
Mstep: Class 19 contains 13340 members 
Mstep: Class 20 contains 1283 members 
Mstep: Class 21 contains 2225 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10900 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194588064.000000 Penalty: 85071.390625
Iteration 58Q: 25 clusters Score -1.945881e+08 nChanged 21674
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 8649 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 166989 members 
Mstep: Class 7 contains 163212 members 
Mstep: Class 8 contains 30944 members 
Mstep: Class 9 contains 72369 members 
Mstep: Class 10 contains 159614 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 150051 members 
Mstep: Class 13 contains 191445 members 
Mstep: Class 14 contains 10446 members 
Mstep: Class 15 contains 174905 members 
Mstep: Class 16 contains 295298 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 76088 members 
Mstep: Class 19 contains 13449 members 
Mstep: Class 20 contains 1289 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10882 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194591312.000000 Penalty: 85071.390625
Iteration 59Q: 25 clusters Score -1.945913e+08 nChanged 21426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 8782 members 
Mstep: Class 3 contains 4851 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 4034 members 
Mstep: Class 6 contains 166447 members 
Mstep: Class 7 contains 165076 members 
Mstep: Class 8 contains 30269 members 
Mstep: Class 9 contains 73243 members 
Mstep: Class 10 contains 159099 members 
Mstep: Class 11 contains 7534 members 
Mstep: Class 12 contains 149015 members 
Mstep: Class 13 contains 193374 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 174650 members 
Mstep: Class 16 contains 292562 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 76546 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 2245 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194593008.000000 Penalty: 85071.390625
Iteration 60F: 25 clusters Score -1.94593e+08 nChanged 21111
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 8928 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 166005 members 
Mstep: Class 7 contains 166788 members 
Mstep: Class 8 contains 29606 members 
Mstep: Class 9 contains 74093 members 
Mstep: Class 10 contains 158538 members 
Mstep: Class 11 contains 7510 members 
Mstep: Class 12 contains 148031 members 
Mstep: Class 13 contains 195196 members 
Mstep: Class 14 contains 10552 members 
Mstep: Class 15 contains 174447 members 
Mstep: Class 16 contains 289923 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 76948 members 
Mstep: Class 19 contains 13641 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194595408.000000 Penalty: 85071.390625
Iteration 61Q: 25 clusters Score -1.945954e+08 nChanged 20474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 9029 members 
Mstep: Class 3 contains 4872 members 
Mstep: Class 4 contains 1847 members 
Mstep: Class 5 contains 4155 members 
Mstep: Class 6 contains 165774 members 
Mstep: Class 7 contains 168053 members 
Mstep: Class 8 contains 28932 members 
Mstep: Class 9 contains 74995 members 
Mstep: Class 10 contains 158031 members 
Mstep: Class 11 contains 7499 members 
Mstep: Class 12 contains 147214 members 
Mstep: Class 13 contains 197033 members 
Mstep: Class 14 contains 10649 members 
Mstep: Class 15 contains 174297 members 
Mstep: Class 16 contains 287286 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 77322 members 
Mstep: Class 19 contains 13722 members 
Mstep: Class 20 contains 1299 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10708 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194595696.000000 Penalty: 85071.390625
Iteration 62Q: 25 clusters Score -1.945957e+08 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 9154 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 165696 members 
Mstep: Class 7 contains 168896 members 
Mstep: Class 8 contains 28210 members 
Mstep: Class 9 contains 75838 members 
Mstep: Class 10 contains 157847 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 146492 members 
Mstep: Class 13 contains 198894 members 
Mstep: Class 14 contains 10745 members 
Mstep: Class 15 contains 174184 members 
Mstep: Class 16 contains 284431 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 77678 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 21 contains 2285 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10654 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194595536.000000 Penalty: 85071.390625
Iteration 63Q: 25 clusters Score -1.945955e+08 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 9299 members 
Mstep: Class 3 contains 4854 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 165778 members 
Mstep: Class 7 contains 169355 members 
Mstep: Class 8 contains 27531 members 
Mstep: Class 9 contains 76669 members 
Mstep: Class 10 contains 157851 members 
Mstep: Class 11 contains 7470 members 
Mstep: Class 12 contains 145695 members 
Mstep: Class 13 contains 201056 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 174178 members 
Mstep: Class 16 contains 281238 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 77961 members 
Mstep: Class 19 contains 13838 members 
Mstep: Class 20 contains 1306 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10619 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194596336.000000 Penalty: 85071.390625
Iteration 64Q: 25 clusters Score -1.945963e+08 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 1832 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 166011 members 
Mstep: Class 7 contains 169380 members 
Mstep: Class 8 contains 26858 members 
Mstep: Class 9 contains 77421 members 
Mstep: Class 10 contains 158128 members 
Mstep: Class 11 contains 7464 members 
Mstep: Class 12 contains 145041 members 
Mstep: Class 13 contains 203280 members 
Mstep: Class 14 contains 11043 members 
Mstep: Class 15 contains 174184 members 
Mstep: Class 16 contains 277964 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 78161 members 
Mstep: Class 19 contains 13914 members 
Mstep: Class 20 contains 1308 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10589 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194596704.000000 Penalty: 85071.390625
Iteration 65Q: 25 clusters Score -1.945967e+08 nChanged 17780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 1824 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 166322 members 
Mstep: Class 7 contains 169058 members 
Mstep: Class 8 contains 26225 members 
Mstep: Class 9 contains 78053 members 
Mstep: Class 10 contains 158537 members 
Mstep: Class 11 contains 7458 members 
Mstep: Class 12 contains 144398 members 
Mstep: Class 13 contains 205639 members 
Mstep: Class 14 contains 11257 members 
Mstep: Class 15 contains 174274 members 
Mstep: Class 16 contains 274643 members 
Mstep: Class 17 contains 778 members 
Mstep: Class 18 contains 78342 members 
Mstep: Class 19 contains 13983 members 
Mstep: Class 20 contains 1311 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10544 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194597472.000000 Penalty: 85071.390625
Iteration 66Q: 25 clusters Score -1.945975e+08 nChanged 16958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 1816 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 166702 members 
Mstep: Class 7 contains 168420 members 
Mstep: Class 8 contains 25670 members 
Mstep: Class 9 contains 78697 members 
Mstep: Class 10 contains 159082 members 
Mstep: Class 11 contains 7449 members 
Mstep: Class 12 contains 143847 members 
Mstep: Class 13 contains 208085 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 174356 members 
Mstep: Class 16 contains 271282 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 78492 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10499 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194598784.000000 Penalty: 85071.390625
Iteration 67Q: 25 clusters Score -1.945988e+08 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 167051 members 
Mstep: Class 7 contains 167639 members 
Mstep: Class 8 contains 25128 members 
Mstep: Class 9 contains 79394 members 
Mstep: Class 10 contains 159702 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 143326 members 
Mstep: Class 13 contains 210410 members 
Mstep: Class 14 contains 11683 members 
Mstep: Class 15 contains 174448 members 
Mstep: Class 16 contains 267918 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 78645 members 
Mstep: Class 19 contains 14123 members 
Mstep: Class 20 contains 1316 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10433 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194599280.000000 Penalty: 85071.390625
Iteration 68Q: 25 clusters Score -1.945993e+08 nChanged 15950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 4782 members 
Mstep: Class 4 contains 1773 members 
Mstep: Class 5 contains 4478 members 
Mstep: Class 6 contains 167391 members 
Mstep: Class 7 contains 166841 members 
Mstep: Class 8 contains 24590 members 
Mstep: Class 9 contains 80131 members 
Mstep: Class 10 contains 160340 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 142825 members 
Mstep: Class 13 contains 212442 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 174584 members 
Mstep: Class 16 contains 264750 members 
Mstep: Class 17 contains 777 members 
Mstep: Class 18 contains 78718 members 
Mstep: Class 19 contains 14182 members 
Mstep: Class 20 contains 1317 members 
Mstep: Class 21 contains 2362 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10369 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194600512.000000 Penalty: 85071.390625
Iteration 69Q: 25 clusters Score -1.946005e+08 nChanged 15321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 9990 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 1747 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 167779 members 
Mstep: Class 7 contains 166070 members 
Mstep: Class 8 contains 24097 members 
Mstep: Class 9 contains 80888 members 
Mstep: Class 10 contains 161024 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 142539 members 
Mstep: Class 13 contains 214130 members 
Mstep: Class 14 contains 12231 members 
Mstep: Class 15 contains 174635 members 
Mstep: Class 16 contains 261612 members 
Mstep: Class 17 contains 776 members 
Mstep: Class 18 contains 78765 members 
Mstep: Class 19 contains 14254 members 
Mstep: Class 20 contains 1317 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194601056.000000 Penalty: 85071.390625
Iteration 70Q: 25 clusters Score -1.946011e+08 nChanged 14839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 10126 members 
Mstep: Class 3 contains 4748 members 
Mstep: Class 4 contains 1731 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 168107 members 
Mstep: Class 7 contains 165196 members 
Mstep: Class 8 contains 23652 members 
Mstep: Class 9 contains 81666 members 
Mstep: Class 10 contains 161715 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 142235 members 
Mstep: Class 13 contains 215553 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 174692 members 
Mstep: Class 16 contains 258696 members 
Mstep: Class 17 contains 775 members 
Mstep: Class 18 contains 78804 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 2384 members 
Mstep: Class 22 contains 653 members 
Mstep: Class 23 contains 10276 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194602672.000000 Penalty: 85071.390625
Iteration 71Q: 25 clusters Score -1.946027e+08 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 10256 members 
Mstep: Class 3 contains 4744 members 
Mstep: Class 4 contains 1714 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 168336 members 
Mstep: Class 7 contains 164543 members 
Mstep: Class 8 contains 23187 members 
Mstep: Class 9 contains 82367 members 
Mstep: Class 10 contains 162472 members 
Mstep: Class 11 contains 7449 members 
Mstep: Class 12 contains 142073 members 
Mstep: Class 13 contains 216712 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 15 contains 174678 members 
Mstep: Class 16 contains 255986 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78832 members 
Mstep: Class 19 contains 14376 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10253 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194602832.000000 Penalty: 85071.390625
Iteration 72Q: 25 clusters Score -1.946028e+08 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 10410 members 
Mstep: Class 3 contains 4736 members 
Mstep: Class 4 contains 1696 members 
Mstep: Class 5 contains 4575 members 
Mstep: Class 6 contains 168450 members 
Mstep: Class 7 contains 163846 members 
Mstep: Class 8 contains 22787 members 
Mstep: Class 9 contains 83100 members 
Mstep: Class 10 contains 163269 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 141897 members 
Mstep: Class 13 contains 217585 members 
Mstep: Class 14 contains 13082 members 
Mstep: Class 15 contains 174674 members 
Mstep: Class 16 contains 253503 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78838 members 
Mstep: Class 19 contains 14449 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2400 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10212 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194603376.000000 Penalty: 85071.390625
Iteration 73Q: 25 clusters Score -1.946034e+08 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 10558 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 4591 members 
Mstep: Class 6 contains 168506 members 
Mstep: Class 7 contains 163293 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 83765 members 
Mstep: Class 10 contains 164179 members 
Mstep: Class 11 contains 7452 members 
Mstep: Class 12 contains 141658 members 
Mstep: Class 13 contains 218324 members 
Mstep: Class 14 contains 13343 members 
Mstep: Class 15 contains 174588 members 
Mstep: Class 16 contains 251171 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78839 members 
Mstep: Class 19 contains 14514 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10172 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194602848.000000 Penalty: 85071.390625
Iteration 74Q: 25 clusters Score -1.946028e+08 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 72203 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 4722 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 6 contains 168534 members 
Mstep: Class 7 contains 162889 members 
Mstep: Class 8 contains 22031 members 
Mstep: Class 9 contains 84381 members 
Mstep: Class 10 contains 165084 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 141504 members 
Mstep: Class 13 contains 218770 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 15 contains 174468 members 
Mstep: Class 16 contains 249086 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78801 members 
Mstep: Class 19 contains 14568 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10130 members 
Mstep: Class 24 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194603264.000000 Penalty: 85071.390625
Iteration 75Q: 25 clusters Score -1.946033e+08 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 4719 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 6 contains 168547 members 
Mstep: Class 7 contains 162616 members 
Mstep: Class 8 contains 21634 members 
Mstep: Class 9 contains 84983 members 
Mstep: Class 10 contains 165908 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 141433 members 
Mstep: Class 13 contains 219057 members 
Mstep: Class 14 contains 13919 members 
Mstep: Class 15 contains 174129 members 
Mstep: Class 16 contains 247246 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78768 members 
Mstep: Class 19 contains 14591 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10109 members 
Mstep: Class 24 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194604256.000000 Penalty: 85071.390625
Iteration 76Q: 25 clusters Score -1.946043e+08 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 1622 members 
Mstep: Class 5 contains 4639 members 
Mstep: Class 6 contains 168520 members 
Mstep: Class 7 contains 162501 members 
Mstep: Class 8 contains 21292 members 
Mstep: Class 9 contains 85579 members 
Mstep: Class 10 contains 166594 members 
Mstep: Class 11 contains 7423 members 
Mstep: Class 12 contains 141367 members 
Mstep: Class 13 contains 219066 members 
Mstep: Class 14 contains 14250 members 
Mstep: Class 15 contains 173751 members 
Mstep: Class 16 contains 245631 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78714 members 
Mstep: Class 19 contains 14632 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10084 members 
Mstep: Class 24 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194605808.000000 Penalty: 85071.390625
Iteration 77Q: 25 clusters Score -1.946058e+08 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 10948 members 
Mstep: Class 3 contains 4718 members 
Mstep: Class 4 contains 1618 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 6 contains 168418 members 
Mstep: Class 7 contains 162473 members 
Mstep: Class 8 contains 20873 members 
Mstep: Class 9 contains 86178 members 
Mstep: Class 10 contains 167164 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 141502 members 
Mstep: Class 13 contains 218829 members 
Mstep: Class 14 contains 14599 members 
Mstep: Class 15 contains 173355 members 
Mstep: Class 16 contains 244193 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78669 members 
Mstep: Class 19 contains 14683 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2436 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10043 members 
Mstep: Class 24 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194607376.000000 Penalty: 85071.390625
Iteration 78Q: 25 clusters Score -1.946074e+08 nChanged 11210
Entering ConstructFrom: 
Score: -194607376.000000 Penalty: 85071.390625
Entering ConstructFrom: 
Trying to split cluster 1 (75685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Entering Unmasked Estep 
Score: -9517895.000000 Penalty: 2786.114990
	Iteration 0F: 2 clusters Score -9517895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -9467198.000000 Penalty: 5572.229980
	Iteration 0F: 3 clusters Score -9467198 nChanged 35523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -9487209.000000 Penalty: 5572.229980
	Iteration 1F: 3 clusters Score -9487209 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -9488002.000000 Penalty: 5572.229980
	Iteration 2Q: 3 clusters Score -9488002 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9488884.000000 Penalty: 5572.229980
	Iteration 3Q: 3 clusters Score -9488884 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -9490042.000000 Penalty: 5572.229980
	Iteration 4Q: 3 clusters Score -9490042 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -9491723.000000 Penalty: 5572.229980
	Iteration 5Q: 3 clusters Score -9491723 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -9494484.000000 Penalty: 5572.229980
	Iteration 6F: 3 clusters Score -9494484 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -9498504.000000 Penalty: 5572.229980
	Iteration 7F: 3 clusters Score -9498504 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -9503357.000000 Penalty: 5572.229980
	Iteration 8F: 3 clusters Score -9503357 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -9507998.000000 Penalty: 5572.229980
	Iteration 9F: 3 clusters Score -9507998 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -9511339.000000 Penalty: 5572.229980
	Iteration 10Q: 3 clusters Score -9511339 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -9513190.000000 Penalty: 5572.229980
	Iteration 11Q: 3 clusters Score -9513190 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -9514060.000000 Penalty: 5572.229980
	Iteration 12Q: 3 clusters Score -9514060 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -9514545.000000 Penalty: 5572.229980
	Iteration 13Q: 3 clusters Score -9514545 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -9514842.000000 Penalty: 5572.229980
	Iteration 14Q: 3 clusters Score -9514842 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -9515027.000000 Penalty: 5572.229980
	Iteration 15Q: 3 clusters Score -9515027 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 74020 members 
Entering Unmasked Estep 
Score: -9515170.000000 Penalty: 5572.229980
	Iteration 16Q: 3 clusters Score -9515170 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -9515312.000000 Penalty: 5572.229980
	Iteration 17Q: 3 clusters Score -9515312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -9515398.000000 Penalty: 5572.229980
	Iteration 18Q: 3 clusters Score -9515398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -9515456.000000 Penalty: 5572.229980
	Iteration 19Q: 3 clusters Score -9515456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -9515488.000000 Penalty: 5572.229980
	Iteration 20F: 3 clusters Score -9515488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -9515513.000000 Penalty: 5572.229980
	Iteration 21Q: 3 clusters Score -9515513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -9515532.000000 Penalty: 5572.229980
	Iteration 22Q: 3 clusters Score -9515532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -9515547.000000 Penalty: 5572.229980
	Iteration 23Q: 3 clusters Score -9515547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -9515552.000000 Penalty: 5572.229980
	Iteration 24Q: 3 clusters Score -9515552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -9515556.000000 Penalty: 5572.229980
	Iteration 25Q: 3 clusters Score -9515556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -9515567.000000 Penalty: 5572.229980
	Iteration 26Q: 3 clusters Score -9515567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -9515566.000000 Penalty: 5572.229980
	Iteration 27Q: 3 clusters Score -9515566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -9515577.000000 Penalty: 5572.229980
	Iteration 28Q: 3 clusters Score -9515577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -9515591.000000 Penalty: 5572.229980
	Iteration 29Q: 3 clusters Score -9515591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -9515595.000000 Penalty: 5572.229980
	Iteration 30Q: 3 clusters Score -9515595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -9515601.000000 Penalty: 5572.229980
	Iteration 31Q: 3 clusters Score -9515601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9515598.000000 Penalty: 5572.229980
	Iteration 32Q: 3 clusters Score -9515598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -9515601.000000 Penalty: 5572.229980
	Iteration 33Q: 3 clusters Score -9515601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -9515604.000000 Penalty: 5572.229980
	Iteration 34Q: 3 clusters Score -9515604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 74744 members 
Entering Unmasked Estep 
Score: -9515606.000000 Penalty: 5572.229980
	Iteration 35Q: 3 clusters Score -9515606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9515609.000000 Penalty: 5572.229980
	Iteration 36Q: 3 clusters Score -9515609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -9515609.000000 Penalty: 5572.229980
	Iteration 37F: 3 clusters Score -9515609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Entering Unmasked Estep 
Score: -1337448.125000 Penalty: 2308.678955
	Iteration 0F: 2 clusters Score -1337448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1329091.000000 Penalty: 4617.357910
	Iteration 0F: 3 clusters Score -1329091 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1331580.375000 Penalty: 4617.357910
	Iteration 1F: 3 clusters Score -1331580 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1331867.375000 Penalty: 4617.357910
	Iteration 2F: 3 clusters Score -1331867 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1332075.375000 Penalty: 4617.357910
	Iteration 3Q: 3 clusters Score -1332075 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1332241.125000 Penalty: 4617.357910
	Iteration 4Q: 3 clusters Score -1332241 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1332370.250000 Penalty: 4617.357910
	Iteration 5Q: 3 clusters Score -1332370 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1332466.750000 Penalty: 4617.357910
	Iteration 6Q: 3 clusters Score -1332467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1332553.125000 Penalty: 4617.357910
	Iteration 7Q: 3 clusters Score -1332553 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1332660.000000 Penalty: 4617.357910
	Iteration 8Q: 3 clusters Score -1332660 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1332811.125000 Penalty: 4617.357910
	Iteration 9Q: 3 clusters Score -1332811 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1332959.625000 Penalty: 4617.357910
	Iteration 10Q: 3 clusters Score -1332960 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1333146.625000 Penalty: 4617.357910
	Iteration 11Q: 3 clusters Score -1333147 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1333346.250000 Penalty: 4617.357910
	Iteration 12Q: 3 clusters Score -1333346 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1333613.250000 Penalty: 4617.357910
	Iteration 13Q: 3 clusters Score -1333613 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1333889.125000 Penalty: 4617.357910
	Iteration 14Q: 3 clusters Score -1333889 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1334174.250000 Penalty: 4617.357910
	Iteration 15Q: 3 clusters Score -1334174 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1334471.250000 Penalty: 4617.357910
	Iteration 16Q: 3 clusters Score -1334471 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1334703.750000 Penalty: 4617.357910
	Iteration 17Q: 3 clusters Score -1334704 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1334904.500000 Penalty: 4617.357910
	Iteration 18Q: 3 clusters Score -1334904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1335066.625000 Penalty: 4617.357910
	Iteration 19Q: 3 clusters Score -1335067 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1335171.500000 Penalty: 4617.357910
	Iteration 20F: 3 clusters Score -1335172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1335232.000000 Penalty: 4617.357910
	Iteration 21Q: 3 clusters Score -1335232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1335279.375000 Penalty: 4617.357910
	Iteration 22Q: 3 clusters Score -1335279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1335315.000000 Penalty: 4617.357910
	Iteration 23Q: 3 clusters Score -1335315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1335348.250000 Penalty: 4617.357910
	Iteration 24Q: 3 clusters Score -1335348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1335377.875000 Penalty: 4617.357910
	Iteration 25Q: 3 clusters Score -1335378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1335414.500000 Penalty: 4617.357910
	Iteration 26Q: 3 clusters Score -1335414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1335427.875000 Penalty: 4617.357910
	Iteration 27Q: 3 clusters Score -1335428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1335435.375000 Penalty: 4617.357910
	Iteration 28Q: 3 clusters Score -1335435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1335450.375000 Penalty: 4617.357910
	Iteration 29Q: 3 clusters Score -1335450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1335455.500000 Penalty: 4617.357910
	Iteration 30Q: 3 clusters Score -1335456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1335462.125000 Penalty: 4617.357910
	Iteration 31Q: 3 clusters Score -1335462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1335467.000000 Penalty: 4617.357910
	Iteration 32Q: 3 clusters Score -1335467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1335469.000000 Penalty: 4617.357910
	Iteration 33Q: 3 clusters Score -1335469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1335470.375000 Penalty: 4617.357910
	Iteration 34Q: 3 clusters Score -1335470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1335469.500000 Penalty: 4617.357910
	Iteration 35Q: 3 clusters Score -1335470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1335469.500000 Penalty: 4617.357910
	Iteration 36F: 3 clusters Score -1335470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -571146.312500 Penalty: 2098.076904
	Iteration 0F: 2 clusters Score -571146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -566741.187500 Penalty: 4196.153809
	Iteration 0F: 3 clusters Score -566741.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -567769.500000 Penalty: 4196.153809
	Iteration 1F: 3 clusters Score -567769.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -568034.875000 Penalty: 4196.153809
	Iteration 2F: 3 clusters Score -568034.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -568195.000000 Penalty: 4196.153809
	Iteration 3F: 3 clusters Score -568195 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -568350.875000 Penalty: 4196.153809
	Iteration 4Q: 3 clusters Score -568350.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -568489.875000 Penalty: 4196.153809
	Iteration 5Q: 3 clusters Score -568489.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -568578.875000 Penalty: 4196.153809
	Iteration 6Q: 3 clusters Score -568578.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -568662.750000 Penalty: 4196.153809
	Iteration 7Q: 3 clusters Score -568662.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -568743.437500 Penalty: 4196.153809
	Iteration 8Q: 3 clusters Score -568743.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -568820.062500 Penalty: 4196.153809
	Iteration 9Q: 3 clusters Score -568820.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -568882.375000 Penalty: 4196.153809
	Iteration 10Q: 3 clusters Score -568882.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -568958.562500 Penalty: 4196.153809
	Iteration 11Q: 3 clusters Score -568958.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -569022.625000 Penalty: 4196.153809
	Iteration 12Q: 3 clusters Score -569022.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -569076.375000 Penalty: 4196.153809
	Iteration 13Q: 3 clusters Score -569076.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -569119.000000 Penalty: 4196.153809
	Iteration 14Q: 3 clusters Score -569119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -569157.375000 Penalty: 4196.153809
	Iteration 15Q: 3 clusters Score -569157.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -569190.500000 Penalty: 4196.153809
	Iteration 16Q: 3 clusters Score -569190.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -569217.187500 Penalty: 4196.153809
	Iteration 17Q: 3 clusters Score -569217.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -569238.312500 Penalty: 4196.153809
	Iteration 18Q: 3 clusters Score -569238.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -569252.875000 Penalty: 4196.153809
	Iteration 19Q: 3 clusters Score -569252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -569267.312500 Penalty: 4196.153809
	Iteration 20F: 3 clusters Score -569267.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -569275.875000 Penalty: 4196.153809
	Iteration 21Q: 3 clusters Score -569275.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -569288.125000 Penalty: 4196.153809
	Iteration 22Q: 3 clusters Score -569288.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -569297.875000 Penalty: 4196.153809
	Iteration 23Q: 3 clusters Score -569297.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -569310.375000 Penalty: 4196.153809
	Iteration 24Q: 3 clusters Score -569310.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -569322.187500 Penalty: 4196.153809
	Iteration 25Q: 3 clusters Score -569322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -569332.687500 Penalty: 4196.153809
	Iteration 26Q: 3 clusters Score -569332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -569343.437500 Penalty: 4196.153809
	Iteration 27Q: 3 clusters Score -569343.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -569349.750000 Penalty: 4196.153809
	Iteration 28Q: 3 clusters Score -569349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -569356.250000 Penalty: 4196.153809
	Iteration 29Q: 3 clusters Score -569356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -569365.062500 Penalty: 4196.153809
	Iteration 30Q: 3 clusters Score -569365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -569367.750000 Penalty: 4196.153809
	Iteration 31Q: 3 clusters Score -569367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -569371.375000 Penalty: 4196.153809
	Iteration 32Q: 3 clusters Score -569371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -569375.250000 Penalty: 4196.153809
	Iteration 33Q: 3 clusters Score -569375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -569378.250000 Penalty: 4196.153809
	Iteration 34Q: 3 clusters Score -569378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -569379.937500 Penalty: 4196.153809
	Iteration 35Q: 3 clusters Score -569379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -569380.937500 Penalty: 4196.153809
	Iteration 36Q: 3 clusters Score -569380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -569383.500000 Penalty: 4196.153809
	Iteration 37Q: 3 clusters Score -569383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -569385.625000 Penalty: 4196.153809
	Iteration 38Q: 3 clusters Score -569385.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -569390.062500 Penalty: 4196.153809
	Iteration 39Q: 3 clusters Score -569390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -569393.062500 Penalty: 4196.153809
	Iteration 40F: 3 clusters Score -569393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -569396.062500 Penalty: 4196.153809
	Iteration 41Q: 3 clusters Score -569396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -569399.000000 Penalty: 4196.153809
	Iteration 42Q: 3 clusters Score -569399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -569399.437500 Penalty: 4196.153809
	Iteration 43Q: 3 clusters Score -569399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -569402.750000 Penalty: 4196.153809
	Iteration 44Q: 3 clusters Score -569402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -569404.812500 Penalty: 4196.153809
	Iteration 45Q: 3 clusters Score -569404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -569409.625000 Penalty: 4196.153809
	Iteration 46Q: 3 clusters Score -569409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -569411.062500 Penalty: 4196.153809
	Iteration 47Q: 3 clusters Score -569411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -569413.687500 Penalty: 4196.153809
	Iteration 48Q: 3 clusters Score -569413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -569414.500000 Penalty: 4196.153809
	Iteration 49Q: 3 clusters Score -569414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -569416.000000 Penalty: 4196.153809
	Iteration 50Q: 3 clusters Score -569416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -569415.875000 Penalty: 4196.153809
	Iteration 51Q: 3 clusters Score -569415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -569416.375000 Penalty: 4196.153809
	Iteration 52Q: 3 clusters Score -569416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -569416.375000 Penalty: 4196.153809
	Iteration 53F: 3 clusters Score -569416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -193906.671875 Penalty: 1831.383301
	Iteration 0F: 2 clusters Score -193906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -191550.781250 Penalty: 3662.766602
	Iteration 0F: 3 clusters Score -191550.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191944.578125 Penalty: 3662.766602
	Iteration 1F: 3 clusters Score -191944.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -192053.703125 Penalty: 3662.766602
	Iteration 2F: 3 clusters Score -192053.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -192101.343750 Penalty: 3662.766602
	Iteration 3Q: 3 clusters Score -192101.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -192129.562500 Penalty: 3662.766602
	Iteration 4Q: 3 clusters Score -192129.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -192149.171875 Penalty: 3662.766602
	Iteration 5Q: 3 clusters Score -192149.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192165.828125 Penalty: 3662.766602
	Iteration 6Q: 3 clusters Score -192165.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192181.390625 Penalty: 3662.766602
	Iteration 7Q: 3 clusters Score -192181.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192193.562500 Penalty: 3662.766602
	Iteration 8Q: 3 clusters Score -192193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -192201.375000 Penalty: 3662.766602
	Iteration 9Q: 3 clusters Score -192201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192205.937500 Penalty: 3662.766602
	Iteration 10Q: 3 clusters Score -192205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -192211.750000 Penalty: 3662.766602
	Iteration 11Q: 3 clusters Score -192211.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -192216.500000 Penalty: 3662.766602
	Iteration 12Q: 3 clusters Score -192216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -192224.328125 Penalty: 3662.766602
	Iteration 13Q: 3 clusters Score -192224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -192232.093750 Penalty: 3662.766602
	Iteration 14Q: 3 clusters Score -192232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -192236.718750 Penalty: 3662.766602
	Iteration 15Q: 3 clusters Score -192236.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -192240.562500 Penalty: 3662.766602
	Iteration 16Q: 3 clusters Score -192240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -192243.234375 Penalty: 3662.766602
	Iteration 17Q: 3 clusters Score -192243.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -192247.062500 Penalty: 3662.766602
	Iteration 18Q: 3 clusters Score -192247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -192248.140625 Penalty: 3662.766602
	Iteration 19Q: 3 clusters Score -192248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -192248.406250 Penalty: 3662.766602
	Iteration 20F: 3 clusters Score -192248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -192250.203125 Penalty: 3662.766602
	Iteration 21Q: 3 clusters Score -192250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -192252.156250 Penalty: 3662.766602
	Iteration 22Q: 3 clusters Score -192252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -192254.015625 Penalty: 3662.766602
	Iteration 23Q: 3 clusters Score -192254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -192254.578125 Penalty: 3662.766602
	Iteration 24Q: 3 clusters Score -192254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -192256.296875 Penalty: 3662.766602
	Iteration 25Q: 3 clusters Score -192256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -192258.031250 Penalty: 3662.766602
	Iteration 26Q: 3 clusters Score -192258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -192258.562500 Penalty: 3662.766602
	Iteration 27Q: 3 clusters Score -192258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -192258.562500 Penalty: 3662.766602
	Iteration 28F: 3 clusters Score -192258.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -538364.000000 Penalty: 2094.586182
	Iteration 0F: 2 clusters Score -538364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -534070.750000 Penalty: 4189.172363
	Iteration 0F: 3 clusters Score -534070.8 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -535197.812500 Penalty: 4189.172363
	Iteration 1F: 3 clusters Score -535197.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -535482.062500 Penalty: 4189.172363
	Iteration 2F: 3 clusters Score -535482.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -535675.125000 Penalty: 4189.172363
	Iteration 3F: 3 clusters Score -535675.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -535844.312500 Penalty: 4189.172363
	Iteration 4F: 3 clusters Score -535844.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -535995.500000 Penalty: 4189.172363
	Iteration 5Q: 3 clusters Score -535995.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -536120.812500 Penalty: 4189.172363
	Iteration 6Q: 3 clusters Score -536120.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -536225.625000 Penalty: 4189.172363
	Iteration 7Q: 3 clusters Score -536225.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -536304.875000 Penalty: 4189.172363
	Iteration 8Q: 3 clusters Score -536304.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -536369.187500 Penalty: 4189.172363
	Iteration 9Q: 3 clusters Score -536369.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -536424.562500 Penalty: 4189.172363
	Iteration 10Q: 3 clusters Score -536424.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -536470.000000 Penalty: 4189.172363
	Iteration 11Q: 3 clusters Score -536470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -536509.500000 Penalty: 4189.172363
	Iteration 12Q: 3 clusters Score -536509.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -536539.062500 Penalty: 4189.172363
	Iteration 13Q: 3 clusters Score -536539.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -536565.062500 Penalty: 4189.172363
	Iteration 14Q: 3 clusters Score -536565.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -536590.437500 Penalty: 4189.172363
	Iteration 15Q: 3 clusters Score -536590.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -536608.562500 Penalty: 4189.172363
	Iteration 16Q: 3 clusters Score -536608.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -536619.750000 Penalty: 4189.172363
	Iteration 17Q: 3 clusters Score -536619.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -536634.062500 Penalty: 4189.172363
	Iteration 18Q: 3 clusters Score -536634.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -536646.125000 Penalty: 4189.172363
	Iteration 19Q: 3 clusters Score -536646.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -536666.125000 Penalty: 4189.172363
	Iteration 20F: 3 clusters Score -536666.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -536688.812500 Penalty: 4189.172363
	Iteration 21Q: 3 clusters Score -536688.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -536703.937500 Penalty: 4189.172363
	Iteration 22Q: 3 clusters Score -536703.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -536715.875000 Penalty: 4189.172363
	Iteration 23Q: 3 clusters Score -536715.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -536724.937500 Penalty: 4189.172363
	Iteration 24Q: 3 clusters Score -536724.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -536735.250000 Penalty: 4189.172363
	Iteration 25Q: 3 clusters Score -536735.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -536746.375000 Penalty: 4189.172363
	Iteration 26Q: 3 clusters Score -536746.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -536760.500000 Penalty: 4189.172363
	Iteration 27Q: 3 clusters Score -536760.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -536776.062500 Penalty: 4189.172363
	Iteration 28Q: 3 clusters Score -536776.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -536789.500000 Penalty: 4189.172363
	Iteration 29Q: 3 clusters Score -536789.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -536801.000000 Penalty: 4189.172363
	Iteration 30Q: 3 clusters Score -536801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -536811.750000 Penalty: 4189.172363
	Iteration 31Q: 3 clusters Score -536811.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -536819.062500 Penalty: 4189.172363
	Iteration 32Q: 3 clusters Score -536819.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -536826.437500 Penalty: 4189.172363
	Iteration 33Q: 3 clusters Score -536826.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -536835.062500 Penalty: 4189.172363
	Iteration 34Q: 3 clusters Score -536835.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -536845.187500 Penalty: 4189.172363
	Iteration 35Q: 3 clusters Score -536845.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -536858.625000 Penalty: 4189.172363
	Iteration 36Q: 3 clusters Score -536858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -536872.125000 Penalty: 4189.172363
	Iteration 37Q: 3 clusters Score -536872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -536879.125000 Penalty: 4189.172363
	Iteration 38Q: 3 clusters Score -536879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -536881.625000 Penalty: 4189.172363
	Iteration 39Q: 3 clusters Score -536881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -536885.937500 Penalty: 4189.172363
	Iteration 40F: 3 clusters Score -536885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -536887.000000 Penalty: 4189.172363
	Iteration 41Q: 3 clusters Score -536887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -536887.125000 Penalty: 4189.172363
	Iteration 42Q: 3 clusters Score -536887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -536890.375000 Penalty: 4189.172363
	Iteration 43Q: 3 clusters Score -536890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -536890.062500 Penalty: 4189.172363
	Iteration 44Q: 3 clusters Score -536890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -536890.500000 Penalty: 4189.172363
	Iteration 45Q: 3 clusters Score -536890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -536891.750000 Penalty: 4189.172363
	Iteration 46Q: 3 clusters Score -536891.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -536894.875000 Penalty: 4189.172363
	Iteration 47Q: 3 clusters Score -536894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -536897.562500 Penalty: 4189.172363
	Iteration 48Q: 3 clusters Score -536897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -536901.625000 Penalty: 4189.172363
	Iteration 49Q: 3 clusters Score -536901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -536903.437500 Penalty: 4189.172363
	Iteration 50Q: 3 clusters Score -536903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -536906.750000 Penalty: 4189.172363
	Iteration 51Q: 3 clusters Score -536906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -536908.375000 Penalty: 4189.172363
	Iteration 52Q: 3 clusters Score -536908.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -536914.812500 Penalty: 4189.172363
	Iteration 53Q: 3 clusters Score -536914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -536922.750000 Penalty: 4189.172363
	Iteration 54Q: 3 clusters Score -536922.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -536929.750000 Penalty: 4189.172363
	Iteration 55Q: 3 clusters Score -536929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -536938.750000 Penalty: 4189.172363
	Iteration 56Q: 3 clusters Score -536938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -536948.687500 Penalty: 4189.172363
	Iteration 57Q: 3 clusters Score -536948.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -536959.187500 Penalty: 4189.172363
	Iteration 58Q: 3 clusters Score -536959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -536962.250000 Penalty: 4189.172363
	Iteration 59Q: 3 clusters Score -536962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -536967.062500 Penalty: 4189.172363
	Iteration 60F: 3 clusters Score -536967.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -536972.312500 Penalty: 4189.172363
	Iteration 61Q: 3 clusters Score -536972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -536977.125000 Penalty: 4189.172363
	Iteration 62Q: 3 clusters Score -536977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -536980.750000 Penalty: 4189.172363
	Iteration 63Q: 3 clusters Score -536980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -536986.437500 Penalty: 4189.172363
	Iteration 64Q: 3 clusters Score -536986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -536990.000000 Penalty: 4189.172363
	Iteration 65Q: 3 clusters Score -536990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -536998.750000 Penalty: 4189.172363
	Iteration 66Q: 3 clusters Score -536998.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -537010.000000 Penalty: 4189.172363
	Iteration 67Q: 3 clusters Score -537010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -537014.687500 Penalty: 4189.172363
	Iteration 68Q: 3 clusters Score -537014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -537020.312500 Penalty: 4189.172363
	Iteration 69Q: 3 clusters Score -537020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -537022.250000 Penalty: 4189.172363
	Iteration 70Q: 3 clusters Score -537022.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -537022.250000 Penalty: 4189.172363
	Iteration 71F: 3 clusters Score -537022.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Entering Unmasked Estep 
Score: -20785536.000000 Penalty: 2984.419434
	Iteration 0F: 2 clusters Score -2.078554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -20676528.000000 Penalty: 5968.838867
	Iteration 0F: 3 clusters Score -2.067653e+07 nChanged 80550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -20724240.000000 Penalty: 5968.838867
	Iteration 1F: 3 clusters Score -2.072424e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -20726314.000000 Penalty: 5968.838867
	Iteration 2Q: 3 clusters Score -2.072631e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -20729264.000000 Penalty: 5968.838867
	Iteration 3Q: 3 clusters Score -2.072926e+07 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -20733154.000000 Penalty: 5968.838867
	Iteration 4Q: 3 clusters Score -2.073315e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -20738352.000000 Penalty: 5968.838867
	Iteration 5F: 3 clusters Score -2.073835e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -20744644.000000 Penalty: 5968.838867
	Iteration 6F: 3 clusters Score -2.074464e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 117351 members 
Entering Unmasked Estep 
Score: -20751198.000000 Penalty: 5968.838867
	Iteration 7F: 3 clusters Score -2.07512e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -20758132.000000 Penalty: 5968.838867
	Iteration 8F: 3 clusters Score -2.075813e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 131209 members 
Entering Unmasked Estep 
Score: -20764172.000000 Penalty: 5968.838867
	Iteration 9F: 3 clusters Score -2.076417e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -20769168.000000 Penalty: 5968.838867
	Iteration 10Q: 3 clusters Score -2.076917e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 140523 members 
Entering Unmasked Estep 
Score: -20772446.000000 Penalty: 5968.838867
	Iteration 11Q: 3 clusters Score -2.077245e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 143712 members 
Entering Unmasked Estep 
Score: -20774630.000000 Penalty: 5968.838867
	Iteration 12Q: 3 clusters Score -2.077463e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 146545 members 
Entering Unmasked Estep 
Score: -20776150.000000 Penalty: 5968.838867
	Iteration 13Q: 3 clusters Score -2.077615e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 149144 members 
Entering Unmasked Estep 
Score: -20777324.000000 Penalty: 5968.838867
	Iteration 14Q: 3 clusters Score -2.077732e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -20778024.000000 Penalty: 5968.838867
	Iteration 15Q: 3 clusters Score -2.077802e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 153658 members 
Entering Unmasked Estep 
Score: -20778952.000000 Penalty: 5968.838867
	Iteration 16Q: 3 clusters Score -2.077895e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 155660 members 
Entering Unmasked Estep 
Score: -20779634.000000 Penalty: 5968.838867
	Iteration 17Q: 3 clusters Score -2.077963e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -20780242.000000 Penalty: 5968.838867
	Iteration 18Q: 3 clusters Score -2.078024e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -20780854.000000 Penalty: 5968.838867
	Iteration 19Q: 3 clusters Score -2.078085e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 160651 members 
Entering Unmasked Estep 
Score: -20781386.000000 Penalty: 5968.838867
	Iteration 20F: 3 clusters Score -2.078139e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 161928 members 
Entering Unmasked Estep 
Score: -20781810.000000 Penalty: 5968.838867
	Iteration 21Q: 3 clusters Score -2.078181e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 163011 members 
Entering Unmasked Estep 
Score: -20782098.000000 Penalty: 5968.838867
	Iteration 22Q: 3 clusters Score -2.07821e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -20782306.000000 Penalty: 5968.838867
	Iteration 23Q: 3 clusters Score -2.078231e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 164642 members 
Entering Unmasked Estep 
Score: -20782428.000000 Penalty: 5968.838867
	Iteration 24Q: 3 clusters Score -2.078243e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 165231 members 
Entering Unmasked Estep 
Score: -20782646.000000 Penalty: 5968.838867
	Iteration 25Q: 3 clusters Score -2.078265e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 165691 members 
Entering Unmasked Estep 
Score: -20782722.000000 Penalty: 5968.838867
	Iteration 26Q: 3 clusters Score -2.078272e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 166065 members 
Entering Unmasked Estep 
Score: -20782790.000000 Penalty: 5968.838867
	Iteration 27Q: 3 clusters Score -2.078279e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 166342 members 
Entering Unmasked Estep 
Score: -20782866.000000 Penalty: 5968.838867
	Iteration 28Q: 3 clusters Score -2.078287e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 166552 members 
Entering Unmasked Estep 
Score: -20782920.000000 Penalty: 5968.838867
	Iteration 29Q: 3 clusters Score -2.078292e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 166714 members 
Entering Unmasked Estep 
Score: -20782984.000000 Penalty: 5968.838867
	Iteration 30Q: 3 clusters Score -2.078298e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -20783030.000000 Penalty: 5968.838867
	Iteration 31Q: 3 clusters Score -2.078303e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 166963 members 
Entering Unmasked Estep 
Score: -20783046.000000 Penalty: 5968.838867
	Iteration 32Q: 3 clusters Score -2.078305e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 167051 members 
Entering Unmasked Estep 
Score: -20783058.000000 Penalty: 5968.838867
	Iteration 33Q: 3 clusters Score -2.078306e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 167116 members 
Entering Unmasked Estep 
Score: -20783084.000000 Penalty: 5968.838867
	Iteration 34Q: 3 clusters Score -2.078308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 167159 members 
Entering Unmasked Estep 
Score: -20783122.000000 Penalty: 5968.838867
	Iteration 35Q: 3 clusters Score -2.078312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 167188 members 
Entering Unmasked Estep 
Score: -20783120.000000 Penalty: 5968.838867
	Iteration 36Q: 3 clusters Score -2.078312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 167218 members 
Entering Unmasked Estep 
Score: -20783148.000000 Penalty: 5968.838867
	Iteration 37Q: 3 clusters Score -2.078315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -20783162.000000 Penalty: 5968.838867
	Iteration 38Q: 3 clusters Score -2.078316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 167257 members 
Entering Unmasked Estep 
Score: -20783142.000000 Penalty: 5968.838867
	Iteration 39Q: 3 clusters Score -2.078314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 167271 members 
Entering Unmasked Estep 
Score: -20783152.000000 Penalty: 5968.838867
	Iteration 40F: 3 clusters Score -2.078315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -20783140.000000 Penalty: 5968.838867
	Iteration 41Q: 3 clusters Score -2.078314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 167309 members 
Entering Unmasked Estep 
Score: -20783144.000000 Penalty: 5968.838867
	Iteration 42Q: 3 clusters Score -2.078314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -20783136.000000 Penalty: 5968.838867
	Iteration 43Q: 3 clusters Score -2.078314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 167354 members 
Entering Unmasked Estep 
Score: -20783148.000000 Penalty: 5968.838867
	Iteration 44Q: 3 clusters Score -2.078315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 167374 members 
Entering Unmasked Estep 
Score: -20783162.000000 Penalty: 5968.838867
	Iteration 45Q: 3 clusters Score -2.078316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 167388 members 
Entering Unmasked Estep 
Score: -20783176.000000 Penalty: 5968.838867
	Iteration 46Q: 3 clusters Score -2.078318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 167404 members 
Entering Unmasked Estep 
Score: -20783172.000000 Penalty: 5968.838867
	Iteration 47Q: 3 clusters Score -2.078317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -20783152.000000 Penalty: 5968.838867
	Iteration 48Q: 3 clusters Score -2.078315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 167432 members 
Entering Unmasked Estep 
Score: -20783146.000000 Penalty: 5968.838867
	Iteration 49Q: 3 clusters Score -2.078315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 167446 members 
Entering Unmasked Estep 
Score: -20783154.000000 Penalty: 5968.838867
	Iteration 50Q: 3 clusters Score -2.078315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -20783156.000000 Penalty: 5968.838867
	Iteration 51Q: 3 clusters Score -2.078316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -20783164.000000 Penalty: 5968.838867
	Iteration 52Q: 3 clusters Score -2.078316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -20783152.000000 Penalty: 5968.838867
	Iteration 53Q: 3 clusters Score -2.078315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 167486 members 
Entering Unmasked Estep 
Score: -20783164.000000 Penalty: 5968.838867
	Iteration 54Q: 3 clusters Score -2.078316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -20783174.000000 Penalty: 5968.838867
	Iteration 55Q: 3 clusters Score -2.078317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 167493 members 
Entering Unmasked Estep 
Score: -20783184.000000 Penalty: 5968.838867
	Iteration 56Q: 3 clusters Score -2.078318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -20783182.000000 Penalty: 5968.838867
	Iteration 57Q: 3 clusters Score -2.078318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 167506 members 
Entering Unmasked Estep 
Score: -20783198.000000 Penalty: 5968.838867
	Iteration 58Q: 3 clusters Score -2.07832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 167509 members 
Entering Unmasked Estep 
Score: -20783196.000000 Penalty: 5968.838867
	Iteration 59Q: 3 clusters Score -2.07832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 167517 members 
Entering Unmasked Estep 
Score: -20783188.000000 Penalty: 5968.838867
	Iteration 60F: 3 clusters Score -2.078319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -20783214.000000 Penalty: 5968.838867
	Iteration 61Q: 3 clusters Score -2.078321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 167533 members 
Entering Unmasked Estep 
Score: -20783214.000000 Penalty: 5968.838867
	Iteration 62Q: 3 clusters Score -2.078321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 167536 members 
Entering Unmasked Estep 
Score: -20783206.000000 Penalty: 5968.838867
	Iteration 63Q: 3 clusters Score -2.078321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -20783222.000000 Penalty: 5968.838867
	Iteration 64Q: 3 clusters Score -2.078322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -20783216.000000 Penalty: 5968.838867
	Iteration 65Q: 3 clusters Score -2.078322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -20783218.000000 Penalty: 5968.838867
	Iteration 66Q: 3 clusters Score -2.078322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 167548 members 
Entering Unmasked Estep 
Score: -20783200.000000 Penalty: 5968.838867
	Iteration 67Q: 3 clusters Score -2.07832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -20783208.000000 Penalty: 5968.838867
	Iteration 68Q: 3 clusters Score -2.078321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -20783206.000000 Penalty: 5968.838867
	Iteration 69Q: 3 clusters Score -2.078321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -20783210.000000 Penalty: 5968.838867
	Iteration 70Q: 3 clusters Score -2.078321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -20783212.000000 Penalty: 5968.838867
	Iteration 71Q: 3 clusters Score -2.078321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -20783214.000000 Penalty: 5968.838867
	Iteration 72Q: 3 clusters Score -2.078321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -20783206.000000 Penalty: 5968.838867
	Iteration 73Q: 3 clusters Score -2.078321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 167571 members 
Entering Unmasked Estep 
Score: -20783228.000000 Penalty: 5968.838867
	Iteration 74Q: 3 clusters Score -2.078323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 167573 members 
Entering Unmasked Estep 
Score: -20783224.000000 Penalty: 5968.838867
	Iteration 75Q: 3 clusters Score -2.078322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -20783222.000000 Penalty: 5968.838867
	Iteration 76Q: 3 clusters Score -2.078322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -20783228.000000 Penalty: 5968.838867
	Iteration 77Q: 3 clusters Score -2.078323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -20783214.000000 Penalty: 5968.838867
	Iteration 78Q: 3 clusters Score -2.078321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -20783222.000000 Penalty: 5968.838867
	Iteration 79Q: 3 clusters Score -2.078322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -20783212.000000 Penalty: 5968.838867
	Iteration 80F: 3 clusters Score -2.078321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 167582 members 
Entering Unmasked Estep 
Score: -20783230.000000 Penalty: 5968.838867
	Iteration 81Q: 3 clusters Score -2.078323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 167583 members 
Entering Unmasked Estep 
Score: -20783230.000000 Penalty: 5968.838867
	Iteration 82Q: 3 clusters Score -2.078323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -20783228.000000 Penalty: 5968.838867
	Iteration 83Q: 3 clusters Score -2.078323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -20783228.000000 Penalty: 5968.838867
	Iteration 84F: 3 clusters Score -2.078323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (162556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Entering Unmasked Estep 
Score: -20046026.000000 Penalty: 2975.696777
	Iteration 0F: 2 clusters Score -2.004603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -19939324.000000 Penalty: 5951.393555
	Iteration 0F: 3 clusters Score -1.993932e+07 nChanged 77865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -19984652.000000 Penalty: 5951.393555
	Iteration 1F: 3 clusters Score -1.998465e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -19985548.000000 Penalty: 5951.393555
	Iteration 2Q: 3 clusters Score -1.998555e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -19986348.000000 Penalty: 5951.393555
	Iteration 3Q: 3 clusters Score -1.998635e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -19987370.000000 Penalty: 5951.393555
	Iteration 4Q: 3 clusters Score -1.998737e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84526 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -19989074.000000 Penalty: 5951.393555
	Iteration 5Q: 3 clusters Score -1.998907e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86248 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -19991204.000000 Penalty: 5951.393555
	Iteration 6Q: 3 clusters Score -1.99912e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -19993968.000000 Penalty: 5951.393555
	Iteration 7Q: 3 clusters Score -1.999397e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -19997690.000000 Penalty: 5951.393555
	Iteration 8Q: 3 clusters Score -1.999769e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -20003038.000000 Penalty: 5951.393555
	Iteration 9F: 3 clusters Score -2.000304e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -20010442.000000 Penalty: 5951.393555
	Iteration 10F: 3 clusters Score -2.001044e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -20018584.000000 Penalty: 5951.393555
	Iteration 11F: 3 clusters Score -2.001858e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -20025726.000000 Penalty: 5951.393555
	Iteration 12F: 3 clusters Score -2.002573e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118278 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -20030326.000000 Penalty: 5951.393555
	Iteration 13Q: 3 clusters Score -2.003033e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121024 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -20032078.000000 Penalty: 5951.393555
	Iteration 14Q: 3 clusters Score -2.003208e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123462 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -20033092.000000 Penalty: 5951.393555
	Iteration 15Q: 3 clusters Score -2.003309e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125839 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -20033920.000000 Penalty: 5951.393555
	Iteration 16Q: 3 clusters Score -2.003392e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -20034644.000000 Penalty: 5951.393555
	Iteration 17Q: 3 clusters Score -2.003464e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -20035434.000000 Penalty: 5951.393555
	Iteration 18Q: 3 clusters Score -2.003543e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132729 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -20036224.000000 Penalty: 5951.393555
	Iteration 19Q: 3 clusters Score -2.003622e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134992 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -20036978.000000 Penalty: 5951.393555
	Iteration 20F: 3 clusters Score -2.003698e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -20037652.000000 Penalty: 5951.393555
	Iteration 21Q: 3 clusters Score -2.003765e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139447 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -20038438.000000 Penalty: 5951.393555
	Iteration 22Q: 3 clusters Score -2.003844e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141461 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -20039258.000000 Penalty: 5951.393555
	Iteration 23Q: 3 clusters Score -2.003926e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143341 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -20040010.000000 Penalty: 5951.393555
	Iteration 24Q: 3 clusters Score -2.004001e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145068 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -20040752.000000 Penalty: 5951.393555
	Iteration 25Q: 3 clusters Score -2.004075e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146644 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -20041292.000000 Penalty: 5951.393555
	Iteration 26Q: 3 clusters Score -2.004129e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -20041792.000000 Penalty: 5951.393555
	Iteration 27Q: 3 clusters Score -2.004179e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -20042044.000000 Penalty: 5951.393555
	Iteration 28Q: 3 clusters Score -2.004204e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -20042386.000000 Penalty: 5951.393555
	Iteration 29Q: 3 clusters Score -2.004239e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151760 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -20042664.000000 Penalty: 5951.393555
	Iteration 30Q: 3 clusters Score -2.004266e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -20042900.000000 Penalty: 5951.393555
	Iteration 31Q: 3 clusters Score -2.00429e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153708 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -20043062.000000 Penalty: 5951.393555
	Iteration 32Q: 3 clusters Score -2.004306e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -20043198.000000 Penalty: 5951.393555
	Iteration 33Q: 3 clusters Score -2.00432e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -20043338.000000 Penalty: 5951.393555
	Iteration 34Q: 3 clusters Score -2.004334e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -20043406.000000 Penalty: 5951.393555
	Iteration 35Q: 3 clusters Score -2.004341e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -20043524.000000 Penalty: 5951.393555
	Iteration 36Q: 3 clusters Score -2.004352e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156898 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -20043472.000000 Penalty: 5951.393555
	Iteration 37Q: 3 clusters Score -2.004347e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157332 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -20043590.000000 Penalty: 5951.393555
	Iteration 38Q: 3 clusters Score -2.004359e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -20043578.000000 Penalty: 5951.393555
	Iteration 39Q: 3 clusters Score -2.004358e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -20043642.000000 Penalty: 5951.393555
	Iteration 40F: 3 clusters Score -2.004364e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -20043688.000000 Penalty: 5951.393555
	Iteration 41Q: 3 clusters Score -2.004369e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -20043706.000000 Penalty: 5951.393555
	Iteration 42Q: 3 clusters Score -2.004371e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -20043804.000000 Penalty: 5951.393555
	Iteration 43Q: 3 clusters Score -2.00438e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159074 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -20043812.000000 Penalty: 5951.393555
	Iteration 44Q: 3 clusters Score -2.004381e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159286 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -20043800.000000 Penalty: 5951.393555
	Iteration 45Q: 3 clusters Score -2.00438e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -20043866.000000 Penalty: 5951.393555
	Iteration 46Q: 3 clusters Score -2.004387e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -20043896.000000 Penalty: 5951.393555
	Iteration 47Q: 3 clusters Score -2.00439e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -20043968.000000 Penalty: 5951.393555
	Iteration 48Q: 3 clusters Score -2.004397e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -20043964.000000 Penalty: 5951.393555
	Iteration 49Q: 3 clusters Score -2.004396e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -20043970.000000 Penalty: 5951.393555
	Iteration 50Q: 3 clusters Score -2.004397e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20043950.000000 Penalty: 5951.393555
	Iteration 51Q: 3 clusters Score -2.004395e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20043964.000000 Penalty: 5951.393555
	Iteration 52Q: 3 clusters Score -2.004396e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20044014.000000 Penalty: 5951.393555
	Iteration 53Q: 3 clusters Score -2.004401e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160409 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20044038.000000 Penalty: 5951.393555
	Iteration 54Q: 3 clusters Score -2.004404e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -20044028.000000 Penalty: 5951.393555
	Iteration 55Q: 3 clusters Score -2.004403e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -20044038.000000 Penalty: 5951.393555
	Iteration 56Q: 3 clusters Score -2.004404e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -20044032.000000 Penalty: 5951.393555
	Iteration 57Q: 3 clusters Score -2.004403e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160686 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -20044060.000000 Penalty: 5951.393555
	Iteration 58Q: 3 clusters Score -2.004406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160728 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20044048.000000 Penalty: 5951.393555
	Iteration 59Q: 3 clusters Score -2.004405e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -20044048.000000 Penalty: 5951.393555
	Iteration 60F: 3 clusters Score -2.004405e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -20044050.000000 Penalty: 5951.393555
	Iteration 61Q: 3 clusters Score -2.004405e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160848 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20044044.000000 Penalty: 5951.393555
	Iteration 62Q: 3 clusters Score -2.004404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20044056.000000 Penalty: 5951.393555
	Iteration 63Q: 3 clusters Score -2.004406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -20044082.000000 Penalty: 5951.393555
	Iteration 64Q: 3 clusters Score -2.004408e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160959 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20044102.000000 Penalty: 5951.393555
	Iteration 65Q: 3 clusters Score -2.00441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20044104.000000 Penalty: 5951.393555
	Iteration 66Q: 3 clusters Score -2.00441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161011 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -20044108.000000 Penalty: 5951.393555
	Iteration 67Q: 3 clusters Score -2.004411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161043 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20044110.000000 Penalty: 5951.393555
	Iteration 68Q: 3 clusters Score -2.004411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -20044096.000000 Penalty: 5951.393555
	Iteration 69Q: 3 clusters Score -2.00441e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20044094.000000 Penalty: 5951.393555
	Iteration 70Q: 3 clusters Score -2.004409e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161136 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20044100.000000 Penalty: 5951.393555
	Iteration 71Q: 3 clusters Score -2.00441e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -20044112.000000 Penalty: 5951.393555
	Iteration 72Q: 3 clusters Score -2.004411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161169 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20044088.000000 Penalty: 5951.393555
	Iteration 73Q: 3 clusters Score -2.004409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161182 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20044082.000000 Penalty: 5951.393555
	Iteration 74Q: 3 clusters Score -2.004408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161194 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -20044086.000000 Penalty: 5951.393555
	Iteration 75Q: 3 clusters Score -2.004409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20044074.000000 Penalty: 5951.393555
	Iteration 76Q: 3 clusters Score -2.004407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161220 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20044094.000000 Penalty: 5951.393555
	Iteration 77Q: 3 clusters Score -2.004409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -20044092.000000 Penalty: 5951.393555
	Iteration 78Q: 3 clusters Score -2.004409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161236 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20044090.000000 Penalty: 5951.393555
	Iteration 79Q: 3 clusters Score -2.004409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161243 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -20044100.000000 Penalty: 5951.393555
	Iteration 80F: 3 clusters Score -2.00441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20044108.000000 Penalty: 5951.393555
	Iteration 81Q: 3 clusters Score -2.004411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161248 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20044112.000000 Penalty: 5951.393555
	Iteration 82Q: 3 clusters Score -2.004411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161249 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20044104.000000 Penalty: 5951.393555
	Iteration 83Q: 3 clusters Score -2.00441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161249 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -20044096.000000 Penalty: 5951.393555
	Iteration 84Q: 3 clusters Score -2.00441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161250 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20044096.000000 Penalty: 5951.393555
	Iteration 85Q: 3 clusters Score -2.00441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161252 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20044112.000000 Penalty: 5951.393555
	Iteration 86Q: 3 clusters Score -2.004411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20044098.000000 Penalty: 5951.393555
	Iteration 87Q: 3 clusters Score -2.00441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161253 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20044086.000000 Penalty: 5951.393555
	Iteration 88Q: 3 clusters Score -2.004409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161255 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20044102.000000 Penalty: 5951.393555
	Iteration 89Q: 3 clusters Score -2.00441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161259 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20044102.000000 Penalty: 5951.393555
	Iteration 90Q: 3 clusters Score -2.00441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161260 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20044100.000000 Penalty: 5951.393555
	Iteration 91Q: 3 clusters Score -2.00441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161261 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20044106.000000 Penalty: 5951.393555
	Iteration 92Q: 3 clusters Score -2.004411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161264 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20044120.000000 Penalty: 5951.393555
	Iteration 93Q: 3 clusters Score -2.004412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20044116.000000 Penalty: 5951.393555
	Iteration 94Q: 3 clusters Score -2.004412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161266 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20044116.000000 Penalty: 5951.393555
	Iteration 95Q: 3 clusters Score -2.004412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161265 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20044114.000000 Penalty: 5951.393555
	Iteration 96Q: 3 clusters Score -2.004411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20044108.000000 Penalty: 5951.393555
	Iteration 97Q: 3 clusters Score -2.004411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161267 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20044108.000000 Penalty: 5951.393555
	Iteration 98F: 3 clusters Score -2.004411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -2589850.750000 Penalty: 2462.115967
	Iteration 0F: 2 clusters Score -2589851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2575363.250000 Penalty: 4924.231934
	Iteration 0F: 3 clusters Score -2575363 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2580155.500000 Penalty: 4924.231934
	Iteration 1F: 3 clusters Score -2580156 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2580523.000000 Penalty: 4924.231934
	Iteration 2F: 3 clusters Score -2580523 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2580797.250000 Penalty: 4924.231934
	Iteration 3Q: 3 clusters Score -2580797 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2581019.750000 Penalty: 4924.231934
	Iteration 4Q: 3 clusters Score -2581020 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2581218.250000 Penalty: 4924.231934
	Iteration 5Q: 3 clusters Score -2581218 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2581412.500000 Penalty: 4924.231934
	Iteration 6Q: 3 clusters Score -2581412 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2581640.750000 Penalty: 4924.231934
	Iteration 7Q: 3 clusters Score -2581641 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2581948.250000 Penalty: 4924.231934
	Iteration 8Q: 3 clusters Score -2581948 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2582403.250000 Penalty: 4924.231934
	Iteration 9Q: 3 clusters Score -2582403 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2583085.500000 Penalty: 4924.231934
	Iteration 10F: 3 clusters Score -2583086 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2583991.000000 Penalty: 4924.231934
	Iteration 11F: 3 clusters Score -2583991 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2585155.250000 Penalty: 4924.231934
	Iteration 12F: 3 clusters Score -2585155 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2586127.250000 Penalty: 4924.231934
	Iteration 13F: 3 clusters Score -2586127 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2586858.500000 Penalty: 4924.231934
	Iteration 14Q: 3 clusters Score -2586858 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2587220.000000 Penalty: 4924.231934
	Iteration 15Q: 3 clusters Score -2587220 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2587415.250000 Penalty: 4924.231934
	Iteration 16Q: 3 clusters Score -2587415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2587492.000000 Penalty: 4924.231934
	Iteration 17Q: 3 clusters Score -2587492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2587542.750000 Penalty: 4924.231934
	Iteration 18Q: 3 clusters Score -2587543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2587566.000000 Penalty: 4924.231934
	Iteration 19Q: 3 clusters Score -2587566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2587581.500000 Penalty: 4924.231934
	Iteration 20F: 3 clusters Score -2587582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2587600.000000 Penalty: 4924.231934
	Iteration 21Q: 3 clusters Score -2587600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2587604.250000 Penalty: 4924.231934
	Iteration 22Q: 3 clusters Score -2587604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2587623.000000 Penalty: 4924.231934
	Iteration 23Q: 3 clusters Score -2587623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2587632.250000 Penalty: 4924.231934
	Iteration 24Q: 3 clusters Score -2587632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2587638.000000 Penalty: 4924.231934
	Iteration 25Q: 3 clusters Score -2587638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2587641.750000 Penalty: 4924.231934
	Iteration 26Q: 3 clusters Score -2587642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2587655.000000 Penalty: 4924.231934
	Iteration 27Q: 3 clusters Score -2587655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2587667.750000 Penalty: 4924.231934
	Iteration 28Q: 3 clusters Score -2587668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2587675.750000 Penalty: 4924.231934
	Iteration 29Q: 3 clusters Score -2587676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2587682.500000 Penalty: 4924.231934
	Iteration 30Q: 3 clusters Score -2587682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2587688.750000 Penalty: 4924.231934
	Iteration 31Q: 3 clusters Score -2587689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2587696.750000 Penalty: 4924.231934
	Iteration 32Q: 3 clusters Score -2587697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2587697.750000 Penalty: 4924.231934
	Iteration 33Q: 3 clusters Score -2587698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2587698.000000 Penalty: 4924.231934
	Iteration 34Q: 3 clusters Score -2587698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2587701.250000 Penalty: 4924.231934
	Iteration 35Q: 3 clusters Score -2587701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2587703.750000 Penalty: 4924.231934
	Iteration 36Q: 3 clusters Score -2587704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2587706.000000 Penalty: 4924.231934
	Iteration 37Q: 3 clusters Score -2587706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2587706.750000 Penalty: 4924.231934
	Iteration 38Q: 3 clusters Score -2587707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2587706.750000 Penalty: 4924.231934
	Iteration 39F: 3 clusters Score -2587707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Entering Unmasked Estep 
Score: -10834171.000000 Penalty: 2820.003418
	Iteration 0F: 2 clusters Score -1.083417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -10776209.000000 Penalty: 5640.006836
	Iteration 0F: 3 clusters Score -1.077621e+07 nChanged 40817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -10799505.000000 Penalty: 5640.006836
	Iteration 1F: 3 clusters Score -1.07995e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -10800493.000000 Penalty: 5640.006836
	Iteration 2Q: 3 clusters Score -1.080049e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -10801837.000000 Penalty: 5640.006836
	Iteration 3Q: 3 clusters Score -1.080184e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -10803606.000000 Penalty: 5640.006836
	Iteration 4Q: 3 clusters Score -1.080361e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -10806228.000000 Penalty: 5640.006836
	Iteration 5F: 3 clusters Score -1.080623e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -10809668.000000 Penalty: 5640.006836
	Iteration 6F: 3 clusters Score -1.080967e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -10814064.000000 Penalty: 5640.006836
	Iteration 7F: 3 clusters Score -1.081406e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -10818010.000000 Penalty: 5640.006836
	Iteration 8F: 3 clusters Score -1.081801e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -10820518.000000 Penalty: 5640.006836
	Iteration 9F: 3 clusters Score -1.082052e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -10821550.000000 Penalty: 5640.006836
	Iteration 10Q: 3 clusters Score -1.082155e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -10822042.000000 Penalty: 5640.006836
	Iteration 11Q: 3 clusters Score -1.082204e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -10822299.000000 Penalty: 5640.006836
	Iteration 12Q: 3 clusters Score -1.08223e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -10822493.000000 Penalty: 5640.006836
	Iteration 13Q: 3 clusters Score -1.082249e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -10822607.000000 Penalty: 5640.006836
	Iteration 14Q: 3 clusters Score -1.082261e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -10822838.000000 Penalty: 5640.006836
	Iteration 15Q: 3 clusters Score -1.082284e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -10822985.000000 Penalty: 5640.006836
	Iteration 16Q: 3 clusters Score -1.082298e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -10823077.000000 Penalty: 5640.006836
	Iteration 17Q: 3 clusters Score -1.082308e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -10823179.000000 Penalty: 5640.006836
	Iteration 18Q: 3 clusters Score -1.082318e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -10823314.000000 Penalty: 5640.006836
	Iteration 19Q: 3 clusters Score -1.082331e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -10823414.000000 Penalty: 5640.006836
	Iteration 20F: 3 clusters Score -1.082341e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -10823491.000000 Penalty: 5640.006836
	Iteration 21Q: 3 clusters Score -1.082349e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -10823572.000000 Penalty: 5640.006836
	Iteration 22Q: 3 clusters Score -1.082357e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -10823640.000000 Penalty: 5640.006836
	Iteration 23Q: 3 clusters Score -1.082364e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -10823712.000000 Penalty: 5640.006836
	Iteration 24Q: 3 clusters Score -1.082371e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -10823832.000000 Penalty: 5640.006836
	Iteration 25Q: 3 clusters Score -1.082383e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -10823990.000000 Penalty: 5640.006836
	Iteration 26Q: 3 clusters Score -1.082399e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -10824085.000000 Penalty: 5640.006836
	Iteration 27Q: 3 clusters Score -1.082408e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -10824236.000000 Penalty: 5640.006836
	Iteration 28Q: 3 clusters Score -1.082424e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -10824464.000000 Penalty: 5640.006836
	Iteration 29Q: 3 clusters Score -1.082446e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -10824650.000000 Penalty: 5640.006836
	Iteration 30Q: 3 clusters Score -1.082465e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -10824848.000000 Penalty: 5640.006836
	Iteration 31Q: 3 clusters Score -1.082485e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -10825003.000000 Penalty: 5640.006836
	Iteration 32Q: 3 clusters Score -1.0825e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -10825170.000000 Penalty: 5640.006836
	Iteration 33Q: 3 clusters Score -1.082517e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -10825353.000000 Penalty: 5640.006836
	Iteration 34Q: 3 clusters Score -1.082535e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -10825511.000000 Penalty: 5640.006836
	Iteration 35Q: 3 clusters Score -1.082551e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -10825707.000000 Penalty: 5640.006836
	Iteration 36Q: 3 clusters Score -1.082571e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -10825894.000000 Penalty: 5640.006836
	Iteration 37Q: 3 clusters Score -1.082589e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -10826151.000000 Penalty: 5640.006836
	Iteration 38Q: 3 clusters Score -1.082615e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -10826342.000000 Penalty: 5640.006836
	Iteration 39Q: 3 clusters Score -1.082634e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -10826619.000000 Penalty: 5640.006836
	Iteration 40F: 3 clusters Score -1.082662e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -10826887.000000 Penalty: 5640.006836
	Iteration 41Q: 3 clusters Score -1.082689e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -10827102.000000 Penalty: 5640.006836
	Iteration 42Q: 3 clusters Score -1.08271e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -10827409.000000 Penalty: 5640.006836
	Iteration 43Q: 3 clusters Score -1.082741e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -10827614.000000 Penalty: 5640.006836
	Iteration 44Q: 3 clusters Score -1.082761e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -10827871.000000 Penalty: 5640.006836
	Iteration 45Q: 3 clusters Score -1.082787e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -10828101.000000 Penalty: 5640.006836
	Iteration 46Q: 3 clusters Score -1.08281e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -10828323.000000 Penalty: 5640.006836
	Iteration 47Q: 3 clusters Score -1.082832e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -10828572.000000 Penalty: 5640.006836
	Iteration 48Q: 3 clusters Score -1.082857e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -10828809.000000 Penalty: 5640.006836
	Iteration 49Q: 3 clusters Score -1.082881e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -10829093.000000 Penalty: 5640.006836
	Iteration 50Q: 3 clusters Score -1.082909e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -10829358.000000 Penalty: 5640.006836
	Iteration 51Q: 3 clusters Score -1.082936e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -10829550.000000 Penalty: 5640.006836
	Iteration 52Q: 3 clusters Score -1.082955e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -10829748.000000 Penalty: 5640.006836
	Iteration 53Q: 3 clusters Score -1.082975e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -10829958.000000 Penalty: 5640.006836
	Iteration 54Q: 3 clusters Score -1.082996e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -10830166.000000 Penalty: 5640.006836
	Iteration 55Q: 3 clusters Score -1.083017e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -10830375.000000 Penalty: 5640.006836
	Iteration 56Q: 3 clusters Score -1.083038e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80510 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -10830553.000000 Penalty: 5640.006836
	Iteration 57Q: 3 clusters Score -1.083055e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -10830637.000000 Penalty: 5640.006836
	Iteration 58Q: 3 clusters Score -1.083064e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81370 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -10830729.000000 Penalty: 5640.006836
	Iteration 59Q: 3 clusters Score -1.083073e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -10830823.000000 Penalty: 5640.006836
	Iteration 60F: 3 clusters Score -1.083082e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10830918.000000 Penalty: 5640.006836
	Iteration 61Q: 3 clusters Score -1.083092e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -10830983.000000 Penalty: 5640.006836
	Iteration 62Q: 3 clusters Score -1.083098e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -10831057.000000 Penalty: 5640.006836
	Iteration 63Q: 3 clusters Score -1.083106e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10831115.000000 Penalty: 5640.006836
	Iteration 64Q: 3 clusters Score -1.083112e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -10831208.000000 Penalty: 5640.006836
	Iteration 65Q: 3 clusters Score -1.083121e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10831279.000000 Penalty: 5640.006836
	Iteration 66Q: 3 clusters Score -1.083128e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10831352.000000 Penalty: 5640.006836
	Iteration 67Q: 3 clusters Score -1.083135e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -10831363.000000 Penalty: 5640.006836
	Iteration 68Q: 3 clusters Score -1.083136e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83700 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -10831406.000000 Penalty: 5640.006836
	Iteration 69Q: 3 clusters Score -1.083141e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10831420.000000 Penalty: 5640.006836
	Iteration 70Q: 3 clusters Score -1.083142e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10831456.000000 Penalty: 5640.006836
	Iteration 71Q: 3 clusters Score -1.083146e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -10831490.000000 Penalty: 5640.006836
	Iteration 72Q: 3 clusters Score -1.083149e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10831492.000000 Penalty: 5640.006836
	Iteration 73Q: 3 clusters Score -1.083149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84182 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -10831526.000000 Penalty: 5640.006836
	Iteration 74Q: 3 clusters Score -1.083153e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -10831535.000000 Penalty: 5640.006836
	Iteration 75Q: 3 clusters Score -1.083154e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -10831539.000000 Penalty: 5640.006836
	Iteration 76Q: 3 clusters Score -1.083154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10831570.000000 Penalty: 5640.006836
	Iteration 77Q: 3 clusters Score -1.083157e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10831584.000000 Penalty: 5640.006836
	Iteration 78Q: 3 clusters Score -1.083158e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -10831583.000000 Penalty: 5640.006836
	Iteration 79Q: 3 clusters Score -1.083158e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10831619.000000 Penalty: 5640.006836
	Iteration 80F: 3 clusters Score -1.083162e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -10831620.000000 Penalty: 5640.006836
	Iteration 81Q: 3 clusters Score -1.083162e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10831625.000000 Penalty: 5640.006836
	Iteration 82Q: 3 clusters Score -1.083162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10831637.000000 Penalty: 5640.006836
	Iteration 83Q: 3 clusters Score -1.083164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84693 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10831653.000000 Penalty: 5640.006836
	Iteration 84Q: 3 clusters Score -1.083165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10831657.000000 Penalty: 5640.006836
	Iteration 85Q: 3 clusters Score -1.083166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10831650.000000 Penalty: 5640.006836
	Iteration 86Q: 3 clusters Score -1.083165e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10831669.000000 Penalty: 5640.006836
	Iteration 87Q: 3 clusters Score -1.083167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10831678.000000 Penalty: 5640.006836
	Iteration 88Q: 3 clusters Score -1.083168e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10831668.000000 Penalty: 5640.006836
	Iteration 89Q: 3 clusters Score -1.083167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10831678.000000 Penalty: 5640.006836
	Iteration 90Q: 3 clusters Score -1.083168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10831674.000000 Penalty: 5640.006836
	Iteration 91Q: 3 clusters Score -1.083167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10831667.000000 Penalty: 5640.006836
	Iteration 92Q: 3 clusters Score -1.083167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10831669.000000 Penalty: 5640.006836
	Iteration 93Q: 3 clusters Score -1.083167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10831671.000000 Penalty: 5640.006836
	Iteration 94Q: 3 clusters Score -1.083167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10831671.000000 Penalty: 5640.006836
	Iteration 95F: 3 clusters Score -1.083167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (167696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167696 members 
Entering Unmasked Estep 
Score: -20509916.000000 Penalty: 2983.417236
	Iteration 0F: 2 clusters Score -2.050992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -20399156.000000 Penalty: 5966.834473
	Iteration 0F: 3 clusters Score -2.039916e+07 nChanged 80251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -20445956.000000 Penalty: 5966.834473
	Iteration 1F: 3 clusters Score -2.044596e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -20446792.000000 Penalty: 5966.834473
	Iteration 2Q: 3 clusters Score -2.044679e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -20448028.000000 Penalty: 5966.834473
	Iteration 3Q: 3 clusters Score -2.044803e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -20450112.000000 Penalty: 5966.834473
	Iteration 4Q: 3 clusters Score -2.045011e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -20453794.000000 Penalty: 5966.834473
	Iteration 5Q: 3 clusters Score -2.045379e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -20460562.000000 Penalty: 5966.834473
	Iteration 6F: 3 clusters Score -2.046056e+07 nChanged 14424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130636 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -20472370.000000 Penalty: 5966.834473
	Iteration 7F: 3 clusters Score -2.047237e+07 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146155 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -20487558.000000 Penalty: 5966.834473
	Iteration 8F: 3 clusters Score -2.048756e+07 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158310 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -20499532.000000 Penalty: 5966.834473
	Iteration 9F: 3 clusters Score -2.049953e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164474 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -20504714.000000 Penalty: 5966.834473
	Iteration 10Q: 3 clusters Score -2.050471e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166673 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20506500.000000 Penalty: 5966.834473
	Iteration 11Q: 3 clusters Score -2.05065e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167257 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20507042.000000 Penalty: 5966.834473
	Iteration 12Q: 3 clusters Score -2.050704e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167376 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20507180.000000 Penalty: 5966.834473
	Iteration 13Q: 3 clusters Score -2.050718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20507242.000000 Penalty: 5966.834473
	Iteration 14Q: 3 clusters Score -2.050724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20507280.000000 Penalty: 5966.834473
	Iteration 15Q: 3 clusters Score -2.050728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20507292.000000 Penalty: 5966.834473
	Iteration 16Q: 3 clusters Score -2.050729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20507302.000000 Penalty: 5966.834473
	Iteration 17Q: 3 clusters Score -2.05073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -20507316.000000 Penalty: 5966.834473
	Iteration 18Q: 3 clusters Score -2.050732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20507326.000000 Penalty: 5966.834473
	Iteration 19Q: 3 clusters Score -2.050733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20507346.000000 Penalty: 5966.834473
	Iteration 20F: 3 clusters Score -2.050735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20507348.000000 Penalty: 5966.834473
	Iteration 21Q: 3 clusters Score -2.050735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20507342.000000 Penalty: 5966.834473
	Iteration 22Q: 3 clusters Score -2.050734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20507342.000000 Penalty: 5966.834473
	Iteration 23F: 3 clusters Score -2.050734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Entering Unmasked Estep 
Score: -868420.750000 Penalty: 2210.293457
	Iteration 0F: 2 clusters Score -868420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -862364.000000 Penalty: 4420.586914
	Iteration 0F: 3 clusters Score -862364 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -864015.437500 Penalty: 4420.586914
	Iteration 1F: 3 clusters Score -864015.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -864306.125000 Penalty: 4420.586914
	Iteration 2F: 3 clusters Score -864306.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -864502.937500 Penalty: 4420.586914
	Iteration 3F: 3 clusters Score -864502.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -864637.625000 Penalty: 4420.586914
	Iteration 4Q: 3 clusters Score -864637.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -864775.250000 Penalty: 4420.586914
	Iteration 5Q: 3 clusters Score -864775.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -864884.062500 Penalty: 4420.586914
	Iteration 6Q: 3 clusters Score -864884.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -865012.187500 Penalty: 4420.586914
	Iteration 7Q: 3 clusters Score -865012.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -865162.125000 Penalty: 4420.586914
	Iteration 8Q: 3 clusters Score -865162.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -865346.562500 Penalty: 4420.586914
	Iteration 9Q: 3 clusters Score -865346.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -865608.375000 Penalty: 4420.586914
	Iteration 10Q: 3 clusters Score -865608.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -865953.000000 Penalty: 4420.586914
	Iteration 11Q: 3 clusters Score -865953 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -866335.937500 Penalty: 4420.586914
	Iteration 12F: 3 clusters Score -866335.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -866706.812500 Penalty: 4420.586914
	Iteration 13F: 3 clusters Score -866706.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -867007.312500 Penalty: 4420.586914
	Iteration 14Q: 3 clusters Score -867007.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -867189.000000 Penalty: 4420.586914
	Iteration 15Q: 3 clusters Score -867189 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -867275.937500 Penalty: 4420.586914
	Iteration 16Q: 3 clusters Score -867275.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -867327.875000 Penalty: 4420.586914
	Iteration 17Q: 3 clusters Score -867327.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -867358.375000 Penalty: 4420.586914
	Iteration 18Q: 3 clusters Score -867358.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -867377.437500 Penalty: 4420.586914
	Iteration 19Q: 3 clusters Score -867377.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -867388.812500 Penalty: 4420.586914
	Iteration 20F: 3 clusters Score -867388.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -867393.937500 Penalty: 4420.586914
	Iteration 21Q: 3 clusters Score -867393.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -867396.187500 Penalty: 4420.586914
	Iteration 22Q: 3 clusters Score -867396.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -867398.250000 Penalty: 4420.586914
	Iteration 23Q: 3 clusters Score -867398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -867402.062500 Penalty: 4420.586914
	Iteration 24Q: 3 clusters Score -867402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -867405.812500 Penalty: 4420.586914
	Iteration 25Q: 3 clusters Score -867405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -867407.750000 Penalty: 4420.586914
	Iteration 26Q: 3 clusters Score -867407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -867409.062500 Penalty: 4420.586914
	Iteration 27Q: 3 clusters Score -867409.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -867408.750000 Penalty: 4420.586914
	Iteration 28Q: 3 clusters Score -867408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -867411.062500 Penalty: 4420.586914
	Iteration 29Q: 3 clusters Score -867411.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -867414.625000 Penalty: 4420.586914
	Iteration 30Q: 3 clusters Score -867414.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -867416.000000 Penalty: 4420.586914
	Iteration 31Q: 3 clusters Score -867416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -867418.437500 Penalty: 4420.586914
	Iteration 32Q: 3 clusters Score -867418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -867421.437500 Penalty: 4420.586914
	Iteration 33Q: 3 clusters Score -867421.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -867422.437500 Penalty: 4420.586914
	Iteration 34Q: 3 clusters Score -867422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -867421.937500 Penalty: 4420.586914
	Iteration 35Q: 3 clusters Score -867421.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -867424.812500 Penalty: 4420.586914
	Iteration 36Q: 3 clusters Score -867424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -867424.812500 Penalty: 4420.586914
	Iteration 37F: 3 clusters Score -867424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (141556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141556 members 
Entering Unmasked Estep 
Score: -17545962.000000 Penalty: 2941.391846
	Iteration 0F: 2 clusters Score -1.754596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -17451528.000000 Penalty: 5882.783691
	Iteration 0F: 3 clusters Score -1.745153e+07 nChanged 67360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -17490292.000000 Penalty: 5882.783691
	Iteration 1F: 3 clusters Score -1.749029e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -17491144.000000 Penalty: 5882.783691
	Iteration 2Q: 3 clusters Score -1.749114e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -17492254.000000 Penalty: 5882.783691
	Iteration 3Q: 3 clusters Score -1.749225e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -17493868.000000 Penalty: 5882.783691
	Iteration 4Q: 3 clusters Score -1.749387e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -17495686.000000 Penalty: 5882.783691
	Iteration 5Q: 3 clusters Score -1.749569e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75153 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -17498294.000000 Penalty: 5882.783691
	Iteration 6Q: 3 clusters Score -1.749829e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -17501598.000000 Penalty: 5882.783691
	Iteration 7Q: 3 clusters Score -1.75016e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -17506840.000000 Penalty: 5882.783691
	Iteration 8F: 3 clusters Score -1.750684e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -17514418.000000 Penalty: 5882.783691
	Iteration 9F: 3 clusters Score -1.751442e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -17523528.000000 Penalty: 5882.783691
	Iteration 10F: 3 clusters Score -1.752353e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -17530098.000000 Penalty: 5882.783691
	Iteration 11F: 3 clusters Score -1.75301e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -17532986.000000 Penalty: 5882.783691
	Iteration 12Q: 3 clusters Score -1.753299e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -17534320.000000 Penalty: 5882.783691
	Iteration 13Q: 3 clusters Score -1.753432e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -17535336.000000 Penalty: 5882.783691
	Iteration 14Q: 3 clusters Score -1.753534e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -17536242.000000 Penalty: 5882.783691
	Iteration 15Q: 3 clusters Score -1.753624e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -17536938.000000 Penalty: 5882.783691
	Iteration 16Q: 3 clusters Score -1.753694e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -17537468.000000 Penalty: 5882.783691
	Iteration 17Q: 3 clusters Score -1.753747e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112317 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -17538106.000000 Penalty: 5882.783691
	Iteration 18Q: 3 clusters Score -1.753811e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -17538552.000000 Penalty: 5882.783691
	Iteration 19Q: 3 clusters Score -1.753855e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -17539004.000000 Penalty: 5882.783691
	Iteration 20F: 3 clusters Score -1.7539e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -17539298.000000 Penalty: 5882.783691
	Iteration 21Q: 3 clusters Score -1.75393e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118304 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -17539794.000000 Penalty: 5882.783691
	Iteration 22Q: 3 clusters Score -1.753979e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119741 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -17540234.000000 Penalty: 5882.783691
	Iteration 23Q: 3 clusters Score -1.754023e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -17540628.000000 Penalty: 5882.783691
	Iteration 24Q: 3 clusters Score -1.754063e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -17540988.000000 Penalty: 5882.783691
	Iteration 25Q: 3 clusters Score -1.754099e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -17541298.000000 Penalty: 5882.783691
	Iteration 26Q: 3 clusters Score -1.75413e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124594 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -17541560.000000 Penalty: 5882.783691
	Iteration 27Q: 3 clusters Score -1.754156e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -17541808.000000 Penalty: 5882.783691
	Iteration 28Q: 3 clusters Score -1.754181e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -17542092.000000 Penalty: 5882.783691
	Iteration 29Q: 3 clusters Score -1.754209e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127557 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -17542298.000000 Penalty: 5882.783691
	Iteration 30Q: 3 clusters Score -1.75423e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -17542508.000000 Penalty: 5882.783691
	Iteration 31Q: 3 clusters Score -1.754251e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129151 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -17542734.000000 Penalty: 5882.783691
	Iteration 32Q: 3 clusters Score -1.754273e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129817 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -17542908.000000 Penalty: 5882.783691
	Iteration 33Q: 3 clusters Score -1.754291e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -17543064.000000 Penalty: 5882.783691
	Iteration 34Q: 3 clusters Score -1.754306e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130960 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -17543140.000000 Penalty: 5882.783691
	Iteration 35Q: 3 clusters Score -1.754314e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131473 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -17543254.000000 Penalty: 5882.783691
	Iteration 36Q: 3 clusters Score -1.754325e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -17543314.000000 Penalty: 5882.783691
	Iteration 37Q: 3 clusters Score -1.754331e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132358 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -17543384.000000 Penalty: 5882.783691
	Iteration 38Q: 3 clusters Score -1.754338e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132753 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -17543506.000000 Penalty: 5882.783691
	Iteration 39Q: 3 clusters Score -1.754351e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -17543570.000000 Penalty: 5882.783691
	Iteration 40F: 3 clusters Score -1.754357e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133434 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -17543626.000000 Penalty: 5882.783691
	Iteration 41Q: 3 clusters Score -1.754363e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133734 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -17543674.000000 Penalty: 5882.783691
	Iteration 42Q: 3 clusters Score -1.754367e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -17543700.000000 Penalty: 5882.783691
	Iteration 43Q: 3 clusters Score -1.75437e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134293 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -17543720.000000 Penalty: 5882.783691
	Iteration 44Q: 3 clusters Score -1.754372e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134534 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -17543778.000000 Penalty: 5882.783691
	Iteration 45Q: 3 clusters Score -1.754378e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134759 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -17543812.000000 Penalty: 5882.783691
	Iteration 46Q: 3 clusters Score -1.754381e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134952 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -17543842.000000 Penalty: 5882.783691
	Iteration 47Q: 3 clusters Score -1.754384e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135146 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -17543858.000000 Penalty: 5882.783691
	Iteration 48Q: 3 clusters Score -1.754386e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135334 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -17543912.000000 Penalty: 5882.783691
	Iteration 49Q: 3 clusters Score -1.754391e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135531 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -17543906.000000 Penalty: 5882.783691
	Iteration 50Q: 3 clusters Score -1.754391e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -17543916.000000 Penalty: 5882.783691
	Iteration 51Q: 3 clusters Score -1.754392e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135842 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -17543924.000000 Penalty: 5882.783691
	Iteration 52Q: 3 clusters Score -1.754392e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -17543954.000000 Penalty: 5882.783691
	Iteration 53Q: 3 clusters Score -1.754395e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136104 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -17543958.000000 Penalty: 5882.783691
	Iteration 54Q: 3 clusters Score -1.754396e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -17543984.000000 Penalty: 5882.783691
	Iteration 55Q: 3 clusters Score -1.754398e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -17544008.000000 Penalty: 5882.783691
	Iteration 56Q: 3 clusters Score -1.754401e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136426 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -17543984.000000 Penalty: 5882.783691
	Iteration 57Q: 3 clusters Score -1.754398e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136520 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -17544008.000000 Penalty: 5882.783691
	Iteration 58Q: 3 clusters Score -1.754401e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -17544024.000000 Penalty: 5882.783691
	Iteration 59Q: 3 clusters Score -1.754402e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136683 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -17544020.000000 Penalty: 5882.783691
	Iteration 60F: 3 clusters Score -1.754402e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -17544012.000000 Penalty: 5882.783691
	Iteration 61Q: 3 clusters Score -1.754401e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -17544066.000000 Penalty: 5882.783691
	Iteration 62Q: 3 clusters Score -1.754407e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136893 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -17544062.000000 Penalty: 5882.783691
	Iteration 63Q: 3 clusters Score -1.754406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -17544100.000000 Penalty: 5882.783691
	Iteration 64Q: 3 clusters Score -1.75441e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136993 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -17544124.000000 Penalty: 5882.783691
	Iteration 65Q: 3 clusters Score -1.754412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137040 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -17544120.000000 Penalty: 5882.783691
	Iteration 66Q: 3 clusters Score -1.754412e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137082 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -17544142.000000 Penalty: 5882.783691
	Iteration 67Q: 3 clusters Score -1.754414e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137129 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -17544152.000000 Penalty: 5882.783691
	Iteration 68Q: 3 clusters Score -1.754415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137160 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -17544144.000000 Penalty: 5882.783691
	Iteration 69Q: 3 clusters Score -1.754414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137191 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -17544146.000000 Penalty: 5882.783691
	Iteration 70Q: 3 clusters Score -1.754415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137214 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -17544154.000000 Penalty: 5882.783691
	Iteration 71Q: 3 clusters Score -1.754415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137243 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -17544172.000000 Penalty: 5882.783691
	Iteration 72Q: 3 clusters Score -1.754417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137274 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -17544170.000000 Penalty: 5882.783691
	Iteration 73Q: 3 clusters Score -1.754417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137305 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -17544150.000000 Penalty: 5882.783691
	Iteration 74Q: 3 clusters Score -1.754415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -17544146.000000 Penalty: 5882.783691
	Iteration 75Q: 3 clusters Score -1.754415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137359 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -17544154.000000 Penalty: 5882.783691
	Iteration 76Q: 3 clusters Score -1.754415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137384 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -17544136.000000 Penalty: 5882.783691
	Iteration 77Q: 3 clusters Score -1.754414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137404 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -17544132.000000 Penalty: 5882.783691
	Iteration 78Q: 3 clusters Score -1.754413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -17544114.000000 Penalty: 5882.783691
	Iteration 79Q: 3 clusters Score -1.754411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -17544124.000000 Penalty: 5882.783691
	Iteration 80F: 3 clusters Score -1.754412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137431 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -17544120.000000 Penalty: 5882.783691
	Iteration 81Q: 3 clusters Score -1.754412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137438 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -17544124.000000 Penalty: 5882.783691
	Iteration 82Q: 3 clusters Score -1.754412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -17544136.000000 Penalty: 5882.783691
	Iteration 83Q: 3 clusters Score -1.754414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137467 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -17544138.000000 Penalty: 5882.783691
	Iteration 84Q: 3 clusters Score -1.754414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137487 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -17544136.000000 Penalty: 5882.783691
	Iteration 85Q: 3 clusters Score -1.754414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137507 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -17544148.000000 Penalty: 5882.783691
	Iteration 86Q: 3 clusters Score -1.754415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137523 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -17544152.000000 Penalty: 5882.783691
	Iteration 87Q: 3 clusters Score -1.754415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137546 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -17544144.000000 Penalty: 5882.783691
	Iteration 88Q: 3 clusters Score -1.754414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137561 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -17544114.000000 Penalty: 5882.783691
	Iteration 89Q: 3 clusters Score -1.754411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137578 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -17544130.000000 Penalty: 5882.783691
	Iteration 90Q: 3 clusters Score -1.754413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137590 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -17544156.000000 Penalty: 5882.783691
	Iteration 91Q: 3 clusters Score -1.754416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137607 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -17544168.000000 Penalty: 5882.783691
	Iteration 92Q: 3 clusters Score -1.754417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -17544186.000000 Penalty: 5882.783691
	Iteration 93Q: 3 clusters Score -1.754419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137642 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -17544174.000000 Penalty: 5882.783691
	Iteration 94Q: 3 clusters Score -1.754417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137659 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -17544160.000000 Penalty: 5882.783691
	Iteration 95Q: 3 clusters Score -1.754416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137675 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -17544162.000000 Penalty: 5882.783691
	Iteration 96Q: 3 clusters Score -1.754416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137687 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -17544166.000000 Penalty: 5882.783691
	Iteration 97Q: 3 clusters Score -1.754417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -17544178.000000 Penalty: 5882.783691
	Iteration 98Q: 3 clusters Score -1.754418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -17544188.000000 Penalty: 5882.783691
	Iteration 99Q: 3 clusters Score -1.754419e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137726 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17544172.000000 Penalty: 5882.783691
	Iteration 100F: 3 clusters Score -1.754417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137744 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -17544168.000000 Penalty: 5882.783691
	Iteration 101Q: 3 clusters Score -1.754417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137759 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -17544168.000000 Penalty: 5882.783691
	Iteration 102Q: 3 clusters Score -1.754417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137768 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -17544144.000000 Penalty: 5882.783691
	Iteration 103Q: 3 clusters Score -1.754414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -17544150.000000 Penalty: 5882.783691
	Iteration 104Q: 3 clusters Score -1.754415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137787 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -17544138.000000 Penalty: 5882.783691
	Iteration 105Q: 3 clusters Score -1.754414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137806 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -17544148.000000 Penalty: 5882.783691
	Iteration 106Q: 3 clusters Score -1.754415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137826 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -17544122.000000 Penalty: 5882.783691
	Iteration 107Q: 3 clusters Score -1.754412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137844 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -17544124.000000 Penalty: 5882.783691
	Iteration 108Q: 3 clusters Score -1.754412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137862 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -17544138.000000 Penalty: 5882.783691
	Iteration 109Q: 3 clusters Score -1.754414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137882 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -17544146.000000 Penalty: 5882.783691
	Iteration 110Q: 3 clusters Score -1.754415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137898 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -17544142.000000 Penalty: 5882.783691
	Iteration 111Q: 3 clusters Score -1.754414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137911 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -17544158.000000 Penalty: 5882.783691
	Iteration 112Q: 3 clusters Score -1.754416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -17544142.000000 Penalty: 5882.783691
	Iteration 113Q: 3 clusters Score -1.754414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137937 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -17544136.000000 Penalty: 5882.783691
	Iteration 114Q: 3 clusters Score -1.754414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137955 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -17544126.000000 Penalty: 5882.783691
	Iteration 115Q: 3 clusters Score -1.754413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137969 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -17544132.000000 Penalty: 5882.783691
	Iteration 116Q: 3 clusters Score -1.754413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137984 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -17544140.000000 Penalty: 5882.783691
	Iteration 117Q: 3 clusters Score -1.754414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138001 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -17544130.000000 Penalty: 5882.783691
	Iteration 118Q: 3 clusters Score -1.754413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138020 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -17544140.000000 Penalty: 5882.783691
	Iteration 119Q: 3 clusters Score -1.754414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138035 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -17544146.000000 Penalty: 5882.783691
	Iteration 120F: 3 clusters Score -1.754415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138047 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -17544156.000000 Penalty: 5882.783691
	Iteration 121Q: 3 clusters Score -1.754416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138062 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -17544162.000000 Penalty: 5882.783691
	Iteration 122Q: 3 clusters Score -1.754416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -17544164.000000 Penalty: 5882.783691
	Iteration 123Q: 3 clusters Score -1.754416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -17544174.000000 Penalty: 5882.783691
	Iteration 124Q: 3 clusters Score -1.754417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138091 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -17544164.000000 Penalty: 5882.783691
	Iteration 125Q: 3 clusters Score -1.754416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -17544184.000000 Penalty: 5882.783691
	Iteration 126Q: 3 clusters Score -1.754418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138120 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -17544180.000000 Penalty: 5882.783691
	Iteration 127Q: 3 clusters Score -1.754418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138131 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -17544186.000000 Penalty: 5882.783691
	Iteration 128Q: 3 clusters Score -1.754419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138140 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -17544190.000000 Penalty: 5882.783691
	Iteration 129Q: 3 clusters Score -1.754419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -17544194.000000 Penalty: 5882.783691
	Iteration 130Q: 3 clusters Score -1.754419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138160 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -17544192.000000 Penalty: 5882.783691
	Iteration 131Q: 3 clusters Score -1.754419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -17544194.000000 Penalty: 5882.783691
	Iteration 132Q: 3 clusters Score -1.754419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138184 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -17544194.000000 Penalty: 5882.783691
	Iteration 133Q: 3 clusters Score -1.754419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138187 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -17544184.000000 Penalty: 5882.783691
	Iteration 134Q: 3 clusters Score -1.754418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -17544196.000000 Penalty: 5882.783691
	Iteration 135Q: 3 clusters Score -1.75442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -17544196.000000 Penalty: 5882.783691
	Iteration 136Q: 3 clusters Score -1.75442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -17544200.000000 Penalty: 5882.783691
	Iteration 137Q: 3 clusters Score -1.75442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138206 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -17544216.000000 Penalty: 5882.783691
	Iteration 138Q: 3 clusters Score -1.754422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138212 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -17544202.000000 Penalty: 5882.783691
	Iteration 139Q: 3 clusters Score -1.75442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -17544220.000000 Penalty: 5882.783691
	Iteration 140F: 3 clusters Score -1.754422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -17544216.000000 Penalty: 5882.783691
	Iteration 141Q: 3 clusters Score -1.754422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -17544206.000000 Penalty: 5882.783691
	Iteration 142Q: 3 clusters Score -1.754421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -17544214.000000 Penalty: 5882.783691
	Iteration 143Q: 3 clusters Score -1.754421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -17544208.000000 Penalty: 5882.783691
	Iteration 144Q: 3 clusters Score -1.754421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138249 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -17544204.000000 Penalty: 5882.783691
	Iteration 145Q: 3 clusters Score -1.75442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -17544206.000000 Penalty: 5882.783691
	Iteration 146Q: 3 clusters Score -1.754421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -17544220.000000 Penalty: 5882.783691
	Iteration 147Q: 3 clusters Score -1.754422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138258 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -17544218.000000 Penalty: 5882.783691
	Iteration 148Q: 3 clusters Score -1.754422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -17544216.000000 Penalty: 5882.783691
	Iteration 149Q: 3 clusters Score -1.754422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -17544204.000000 Penalty: 5882.783691
	Iteration 150Q: 3 clusters Score -1.75442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -17544212.000000 Penalty: 5882.783691
	Iteration 151Q: 3 clusters Score -1.754421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -17544220.000000 Penalty: 5882.783691
	Iteration 152Q: 3 clusters Score -1.754422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -17544228.000000 Penalty: 5882.783691
	Iteration 153Q: 3 clusters Score -1.754423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -17544220.000000 Penalty: 5882.783691
	Iteration 154Q: 3 clusters Score -1.754422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -17544228.000000 Penalty: 5882.783691
	Iteration 155Q: 3 clusters Score -1.754423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -17544226.000000 Penalty: 5882.783691
	Iteration 156Q: 3 clusters Score -1.754423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -17544210.000000 Penalty: 5882.783691
	Iteration 157Q: 3 clusters Score -1.754421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138304 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -17544228.000000 Penalty: 5882.783691
	Iteration 158Q: 3 clusters Score -1.754423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -17544228.000000 Penalty: 5882.783691
	Iteration 159Q: 3 clusters Score -1.754423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138317 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -17544234.000000 Penalty: 5882.783691
	Iteration 160F: 3 clusters Score -1.754423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138323 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -17544226.000000 Penalty: 5882.783691
	Iteration 161Q: 3 clusters Score -1.754423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -17544220.000000 Penalty: 5882.783691
	Iteration 162Q: 3 clusters Score -1.754422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138330 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -17544238.000000 Penalty: 5882.783691
	Iteration 163Q: 3 clusters Score -1.754424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -17544236.000000 Penalty: 5882.783691
	Iteration 164Q: 3 clusters Score -1.754424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138340 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -17544230.000000 Penalty: 5882.783691
	Iteration 165Q: 3 clusters Score -1.754423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138346 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -17544240.000000 Penalty: 5882.783691
	Iteration 166Q: 3 clusters Score -1.754424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138351 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -17544224.000000 Penalty: 5882.783691
	Iteration 167Q: 3 clusters Score -1.754422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138355 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -17544236.000000 Penalty: 5882.783691
	Iteration 168Q: 3 clusters Score -1.754424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138360 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -17544236.000000 Penalty: 5882.783691
	Iteration 169Q: 3 clusters Score -1.754424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138359 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -17544232.000000 Penalty: 5882.783691
	Iteration 170Q: 3 clusters Score -1.754423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -17544232.000000 Penalty: 5882.783691
	Iteration 171Q: 3 clusters Score -1.754423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -17544234.000000 Penalty: 5882.783691
	Iteration 172Q: 3 clusters Score -1.754423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138365 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -17544232.000000 Penalty: 5882.783691
	Iteration 173Q: 3 clusters Score -1.754423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -17544236.000000 Penalty: 5882.783691
	Iteration 174Q: 3 clusters Score -1.754424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -17544236.000000 Penalty: 5882.783691
	Iteration 175F: 3 clusters Score -1.754424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (218384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218384 members 
Entering Unmasked Estep 
Score: -26722412.000000 Penalty: 3048.914551
	Iteration 0F: 2 clusters Score -2.672241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108896 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -26582858.000000 Penalty: 6097.829102
	Iteration 0F: 3 clusters Score -2.658286e+07 nChanged 105386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -26645622.000000 Penalty: 6097.829102
	Iteration 1F: 3 clusters Score -2.664562e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 113734 members 
Entering Unmasked Estep 
Score: -26647350.000000 Penalty: 6097.829102
	Iteration 2Q: 3 clusters Score -2.664735e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 116516 members 
Entering Unmasked Estep 
Score: -26649728.000000 Penalty: 6097.829102
	Iteration 3Q: 3 clusters Score -2.664973e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -26653268.000000 Penalty: 6097.829102
	Iteration 4Q: 3 clusters Score -2.665327e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92149 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -26658300.000000 Penalty: 6097.829102
	Iteration 5Q: 3 clusters Score -2.66583e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85021 members 
Mstep: Class 2 contains 133363 members 
Entering Unmasked Estep 
Score: -26665090.000000 Penalty: 6097.829102
	Iteration 6F: 3 clusters Score -2.666509e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -26672930.000000 Penalty: 6097.829102
	Iteration 7F: 3 clusters Score -2.667293e+07 nChanged 12463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 150883 members 
Entering Unmasked Estep 
Score: -26681720.000000 Penalty: 6097.829102
	Iteration 8F: 3 clusters Score -2.668172e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -26689548.000000 Penalty: 6097.829102
	Iteration 9F: 3 clusters Score -2.668955e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -26695758.000000 Penalty: 6097.829102
	Iteration 10Q: 3 clusters Score -2.669576e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 173530 members 
Entering Unmasked Estep 
Score: -26700062.000000 Penalty: 6097.829102
	Iteration 11Q: 3 clusters Score -2.670006e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 178342 members 
Entering Unmasked Estep 
Score: -26702964.000000 Penalty: 6097.829102
	Iteration 12Q: 3 clusters Score -2.670296e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -26704754.000000 Penalty: 6097.829102
	Iteration 13Q: 3 clusters Score -2.670475e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 185557 members 
Entering Unmasked Estep 
Score: -26706128.000000 Penalty: 6097.829102
	Iteration 14Q: 3 clusters Score -2.670613e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 188530 members 
Entering Unmasked Estep 
Score: -26707068.000000 Penalty: 6097.829102
	Iteration 15Q: 3 clusters Score -2.670707e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 191164 members 
Entering Unmasked Estep 
Score: -26708078.000000 Penalty: 6097.829102
	Iteration 16Q: 3 clusters Score -2.670808e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 193555 members 
Entering Unmasked Estep 
Score: -26709012.000000 Penalty: 6097.829102
	Iteration 17Q: 3 clusters Score -2.670901e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 195848 members 
Entering Unmasked Estep 
Score: -26710014.000000 Penalty: 6097.829102
	Iteration 18Q: 3 clusters Score -2.671001e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 198021 members 
Entering Unmasked Estep 
Score: -26710902.000000 Penalty: 6097.829102
	Iteration 19Q: 3 clusters Score -2.67109e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -26711670.000000 Penalty: 6097.829102
	Iteration 20F: 3 clusters Score -2.671167e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 201936 members 
Entering Unmasked Estep 
Score: -26712502.000000 Penalty: 6097.829102
	Iteration 21Q: 3 clusters Score -2.67125e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 203674 members 
Entering Unmasked Estep 
Score: -26713134.000000 Penalty: 6097.829102
	Iteration 22Q: 3 clusters Score -2.671313e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 205238 members 
Entering Unmasked Estep 
Score: -26713668.000000 Penalty: 6097.829102
	Iteration 23Q: 3 clusters Score -2.671367e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 206646 members 
Entering Unmasked Estep 
Score: -26714142.000000 Penalty: 6097.829102
	Iteration 24Q: 3 clusters Score -2.671414e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 207923 members 
Entering Unmasked Estep 
Score: -26714792.000000 Penalty: 6097.829102
	Iteration 25Q: 3 clusters Score -2.671479e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 209082 members 
Entering Unmasked Estep 
Score: -26715318.000000 Penalty: 6097.829102
	Iteration 26Q: 3 clusters Score -2.671532e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 210079 members 
Entering Unmasked Estep 
Score: -26715836.000000 Penalty: 6097.829102
	Iteration 27Q: 3 clusters Score -2.671584e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 210980 members 
Entering Unmasked Estep 
Score: -26716238.000000 Penalty: 6097.829102
	Iteration 28Q: 3 clusters Score -2.671624e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 211771 members 
Entering Unmasked Estep 
Score: -26716682.000000 Penalty: 6097.829102
	Iteration 29Q: 3 clusters Score -2.671668e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 212474 members 
Entering Unmasked Estep 
Score: -26717070.000000 Penalty: 6097.829102
	Iteration 30Q: 3 clusters Score -2.671707e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 213108 members 
Entering Unmasked Estep 
Score: -26717376.000000 Penalty: 6097.829102
	Iteration 31Q: 3 clusters Score -2.671738e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 213628 members 
Entering Unmasked Estep 
Score: -26717586.000000 Penalty: 6097.829102
	Iteration 32Q: 3 clusters Score -2.671759e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -26717880.000000 Penalty: 6097.829102
	Iteration 33Q: 3 clusters Score -2.671788e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 214472 members 
Entering Unmasked Estep 
Score: -26718084.000000 Penalty: 6097.829102
	Iteration 34Q: 3 clusters Score -2.671808e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 214805 members 
Entering Unmasked Estep 
Score: -26718190.000000 Penalty: 6097.829102
	Iteration 35Q: 3 clusters Score -2.671819e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 215104 members 
Entering Unmasked Estep 
Score: -26718420.000000 Penalty: 6097.829102
	Iteration 36Q: 3 clusters Score -2.671842e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 215358 members 
Entering Unmasked Estep 
Score: -26718590.000000 Penalty: 6097.829102
	Iteration 37Q: 3 clusters Score -2.671859e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 215586 members 
Entering Unmasked Estep 
Score: -26718694.000000 Penalty: 6097.829102
	Iteration 38Q: 3 clusters Score -2.671869e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 215784 members 
Entering Unmasked Estep 
Score: -26718852.000000 Penalty: 6097.829102
	Iteration 39Q: 3 clusters Score -2.671885e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 215948 members 
Entering Unmasked Estep 
Score: -26718944.000000 Penalty: 6097.829102
	Iteration 40F: 3 clusters Score -2.671894e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 216085 members 
Entering Unmasked Estep 
Score: -26719028.000000 Penalty: 6097.829102
	Iteration 41Q: 3 clusters Score -2.671903e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 216211 members 
Entering Unmasked Estep 
Score: -26719086.000000 Penalty: 6097.829102
	Iteration 42Q: 3 clusters Score -2.671909e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 216320 members 
Entering Unmasked Estep 
Score: -26719156.000000 Penalty: 6097.829102
	Iteration 43Q: 3 clusters Score -2.671916e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 216424 members 
Entering Unmasked Estep 
Score: -26719234.000000 Penalty: 6097.829102
	Iteration 44Q: 3 clusters Score -2.671923e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 216524 members 
Entering Unmasked Estep 
Score: -26719332.000000 Penalty: 6097.829102
	Iteration 45Q: 3 clusters Score -2.671933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 216597 members 
Entering Unmasked Estep 
Score: -26719418.000000 Penalty: 6097.829102
	Iteration 46Q: 3 clusters Score -2.671942e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 216656 members 
Entering Unmasked Estep 
Score: -26719468.000000 Penalty: 6097.829102
	Iteration 47Q: 3 clusters Score -2.671947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 216691 members 
Entering Unmasked Estep 
Score: -26719470.000000 Penalty: 6097.829102
	Iteration 48Q: 3 clusters Score -2.671947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 216730 members 
Entering Unmasked Estep 
Score: -26719482.000000 Penalty: 6097.829102
	Iteration 49Q: 3 clusters Score -2.671948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 216757 members 
Entering Unmasked Estep 
Score: -26719498.000000 Penalty: 6097.829102
	Iteration 50Q: 3 clusters Score -2.67195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 216775 members 
Entering Unmasked Estep 
Score: -26719532.000000 Penalty: 6097.829102
	Iteration 51Q: 3 clusters Score -2.671953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 216794 members 
Entering Unmasked Estep 
Score: -26719560.000000 Penalty: 6097.829102
	Iteration 52Q: 3 clusters Score -2.671956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 216809 members 
Entering Unmasked Estep 
Score: -26719566.000000 Penalty: 6097.829102
	Iteration 53Q: 3 clusters Score -2.671957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 216826 members 
Entering Unmasked Estep 
Score: -26719570.000000 Penalty: 6097.829102
	Iteration 54Q: 3 clusters Score -2.671957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 216840 members 
Entering Unmasked Estep 
Score: -26719570.000000 Penalty: 6097.829102
	Iteration 55Q: 3 clusters Score -2.671957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 216844 members 
Entering Unmasked Estep 
Score: -26719562.000000 Penalty: 6097.829102
	Iteration 56Q: 3 clusters Score -2.671956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 216853 members 
Entering Unmasked Estep 
Score: -26719568.000000 Penalty: 6097.829102
	Iteration 57Q: 3 clusters Score -2.671957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 216869 members 
Entering Unmasked Estep 
Score: -26719544.000000 Penalty: 6097.829102
	Iteration 58Q: 3 clusters Score -2.671954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 216882 members 
Entering Unmasked Estep 
Score: -26719570.000000 Penalty: 6097.829102
	Iteration 59Q: 3 clusters Score -2.671957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 216894 members 
Entering Unmasked Estep 
Score: -26719594.000000 Penalty: 6097.829102
	Iteration 60F: 3 clusters Score -2.671959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 216911 members 
Entering Unmasked Estep 
Score: -26719612.000000 Penalty: 6097.829102
	Iteration 61Q: 3 clusters Score -2.671961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 216923 members 
Entering Unmasked Estep 
Score: -26719632.000000 Penalty: 6097.829102
	Iteration 62Q: 3 clusters Score -2.671963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 216925 members 
Entering Unmasked Estep 
Score: -26719636.000000 Penalty: 6097.829102
	Iteration 63Q: 3 clusters Score -2.671964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 216931 members 
Entering Unmasked Estep 
Score: -26719616.000000 Penalty: 6097.829102
	Iteration 64Q: 3 clusters Score -2.671962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 216937 members 
Entering Unmasked Estep 
Score: -26719638.000000 Penalty: 6097.829102
	Iteration 65Q: 3 clusters Score -2.671964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -26719644.000000 Penalty: 6097.829102
	Iteration 66Q: 3 clusters Score -2.671964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 216958 members 
Entering Unmasked Estep 
Score: -26719660.000000 Penalty: 6097.829102
	Iteration 67Q: 3 clusters Score -2.671966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 216966 members 
Entering Unmasked Estep 
Score: -26719666.000000 Penalty: 6097.829102
	Iteration 68Q: 3 clusters Score -2.671967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 216976 members 
Entering Unmasked Estep 
Score: -26719668.000000 Penalty: 6097.829102
	Iteration 69Q: 3 clusters Score -2.671967e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 216988 members 
Entering Unmasked Estep 
Score: -26719674.000000 Penalty: 6097.829102
	Iteration 70Q: 3 clusters Score -2.671967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 216995 members 
Entering Unmasked Estep 
Score: -26719684.000000 Penalty: 6097.829102
	Iteration 71Q: 3 clusters Score -2.671968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 217002 members 
Entering Unmasked Estep 
Score: -26719688.000000 Penalty: 6097.829102
	Iteration 72Q: 3 clusters Score -2.671969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 217009 members 
Entering Unmasked Estep 
Score: -26719686.000000 Penalty: 6097.829102
	Iteration 73Q: 3 clusters Score -2.671969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 217017 members 
Entering Unmasked Estep 
Score: -26719684.000000 Penalty: 6097.829102
	Iteration 74Q: 3 clusters Score -2.671968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 217020 members 
Entering Unmasked Estep 
Score: -26719676.000000 Penalty: 6097.829102
	Iteration 75Q: 3 clusters Score -2.671968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 217023 members 
Entering Unmasked Estep 
Score: -26719684.000000 Penalty: 6097.829102
	Iteration 76Q: 3 clusters Score -2.671968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 217027 members 
Entering Unmasked Estep 
Score: -26719716.000000 Penalty: 6097.829102
	Iteration 77Q: 3 clusters Score -2.671972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 217028 members 
Entering Unmasked Estep 
Score: -26719704.000000 Penalty: 6097.829102
	Iteration 78Q: 3 clusters Score -2.67197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 217031 members 
Entering Unmasked Estep 
Score: -26719722.000000 Penalty: 6097.829102
	Iteration 79Q: 3 clusters Score -2.671972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 217034 members 
Entering Unmasked Estep 
Score: -26719726.000000 Penalty: 6097.829102
	Iteration 80F: 3 clusters Score -2.671973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 217036 members 
Entering Unmasked Estep 
Score: -26719750.000000 Penalty: 6097.829102
	Iteration 81Q: 3 clusters Score -2.671975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 217039 members 
Entering Unmasked Estep 
Score: -26719746.000000 Penalty: 6097.829102
	Iteration 82Q: 3 clusters Score -2.671975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 217040 members 
Entering Unmasked Estep 
Score: -26719712.000000 Penalty: 6097.829102
	Iteration 83Q: 3 clusters Score -2.671971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 217045 members 
Entering Unmasked Estep 
Score: -26719738.000000 Penalty: 6097.829102
	Iteration 84Q: 3 clusters Score -2.671974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 217047 members 
Entering Unmasked Estep 
Score: -26719724.000000 Penalty: 6097.829102
	Iteration 85Q: 3 clusters Score -2.671972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 217051 members 
Entering Unmasked Estep 
Score: -26719722.000000 Penalty: 6097.829102
	Iteration 86Q: 3 clusters Score -2.671972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 217052 members 
Entering Unmasked Estep 
Score: -26719730.000000 Penalty: 6097.829102
	Iteration 87Q: 3 clusters Score -2.671973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 217054 members 
Entering Unmasked Estep 
Score: -26719742.000000 Penalty: 6097.829102
	Iteration 88Q: 3 clusters Score -2.671974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 217056 members 
Entering Unmasked Estep 
Score: -26719748.000000 Penalty: 6097.829102
	Iteration 89Q: 3 clusters Score -2.671975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 217057 members 
Entering Unmasked Estep 
Score: -26719738.000000 Penalty: 6097.829102
	Iteration 90Q: 3 clusters Score -2.671974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 217056 members 
Entering Unmasked Estep 
Score: -26719734.000000 Penalty: 6097.829102
	Iteration 91Q: 3 clusters Score -2.671973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 217057 members 
Entering Unmasked Estep 
Score: -26719738.000000 Penalty: 6097.829102
	Iteration 92Q: 3 clusters Score -2.671974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 217061 members 
Entering Unmasked Estep 
Score: -26719770.000000 Penalty: 6097.829102
	Iteration 93Q: 3 clusters Score -2.671977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 217065 members 
Entering Unmasked Estep 
Score: -26719772.000000 Penalty: 6097.829102
	Iteration 94Q: 3 clusters Score -2.671977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 217067 members 
Entering Unmasked Estep 
Score: -26719760.000000 Penalty: 6097.829102
	Iteration 95Q: 3 clusters Score -2.671976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 217070 members 
Entering Unmasked Estep 
Score: -26719778.000000 Penalty: 6097.829102
	Iteration 96Q: 3 clusters Score -2.671978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 217070 members 
Entering Unmasked Estep 
Score: -26719778.000000 Penalty: 6097.829102
	Iteration 97F: 3 clusters Score -2.671978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Entering Unmasked Estep 
Score: -1905613.875000 Penalty: 2382.910889
	Iteration 0F: 2 clusters Score -1905614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1894868.375000 Penalty: 4765.821777
	Iteration 0F: 3 clusters Score -1894868 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1898255.875000 Penalty: 4765.821777
	Iteration 1F: 3 clusters Score -1898256 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1898557.625000 Penalty: 4765.821777
	Iteration 2F: 3 clusters Score -1898558 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1898769.625000 Penalty: 4765.821777
	Iteration 3Q: 3 clusters Score -1898770 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1898910.250000 Penalty: 4765.821777
	Iteration 4Q: 3 clusters Score -1898910 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1899029.625000 Penalty: 4765.821777
	Iteration 5Q: 3 clusters Score -1899030 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1899136.625000 Penalty: 4765.821777
	Iteration 6Q: 3 clusters Score -1899137 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1899263.375000 Penalty: 4765.821777
	Iteration 7Q: 3 clusters Score -1899263 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1899388.875000 Penalty: 4765.821777
	Iteration 8Q: 3 clusters Score -1899389 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1899561.500000 Penalty: 4765.821777
	Iteration 9Q: 3 clusters Score -1899562 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1899768.750000 Penalty: 4765.821777
	Iteration 10Q: 3 clusters Score -1899769 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1900040.000000 Penalty: 4765.821777
	Iteration 11Q: 3 clusters Score -1900040 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1900424.250000 Penalty: 4765.821777
	Iteration 12Q: 3 clusters Score -1900424 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1900964.625000 Penalty: 4765.821777
	Iteration 13F: 3 clusters Score -1900965 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1901613.250000 Penalty: 4765.821777
	Iteration 14F: 3 clusters Score -1901613 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1902276.625000 Penalty: 4765.821777
	Iteration 15F: 3 clusters Score -1902277 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1902811.125000 Penalty: 4765.821777
	Iteration 16Q: 3 clusters Score -1902811 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1903112.750000 Penalty: 4765.821777
	Iteration 17Q: 3 clusters Score -1903113 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1903274.750000 Penalty: 4765.821777
	Iteration 18Q: 3 clusters Score -1903275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1903376.875000 Penalty: 4765.821777
	Iteration 19Q: 3 clusters Score -1903377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1903415.000000 Penalty: 4765.821777
	Iteration 20F: 3 clusters Score -1903415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1903438.500000 Penalty: 4765.821777
	Iteration 21Q: 3 clusters Score -1903438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1903445.375000 Penalty: 4765.821777
	Iteration 22Q: 3 clusters Score -1903445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1903448.500000 Penalty: 4765.821777
	Iteration 23Q: 3 clusters Score -1903448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1903454.000000 Penalty: 4765.821777
	Iteration 24Q: 3 clusters Score -1903454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1903458.750000 Penalty: 4765.821777
	Iteration 25Q: 3 clusters Score -1903459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1903460.500000 Penalty: 4765.821777
	Iteration 26Q: 3 clusters Score -1903460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1903458.875000 Penalty: 4765.821777
	Iteration 27Q: 3 clusters Score -1903459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1903458.875000 Penalty: 4765.821777
	Iteration 28F: 3 clusters Score -1903459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173044 members 
Entering Unmasked Estep 
Score: -21458132.000000 Penalty: 2991.202637
	Iteration 0F: 2 clusters Score -2.145813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -21348232.000000 Penalty: 5982.405273
	Iteration 0F: 3 clusters Score -2.134823e+07 nChanged 82835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -21397346.000000 Penalty: 5982.405273
	Iteration 1F: 3 clusters Score -2.139735e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -21399022.000000 Penalty: 5982.405273
	Iteration 2Q: 3 clusters Score -2.139902e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -21401732.000000 Penalty: 5982.405273
	Iteration 3Q: 3 clusters Score -2.140173e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -21406338.000000 Penalty: 5982.405273
	Iteration 4F: 3 clusters Score -2.140634e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -21413932.000000 Penalty: 5982.405273
	Iteration 5F: 3 clusters Score -2.141393e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -21424418.000000 Penalty: 5982.405273
	Iteration 6F: 3 clusters Score -2.142442e+07 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143897 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -21436482.000000 Penalty: 5982.405273
	Iteration 7F: 3 clusters Score -2.143648e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -21446582.000000 Penalty: 5982.405273
	Iteration 8F: 3 clusters Score -2.144658e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -21452414.000000 Penalty: 5982.405273
	Iteration 9Q: 3 clusters Score -2.145241e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166811 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -21454798.000000 Penalty: 5982.405273
	Iteration 10Q: 3 clusters Score -2.14548e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169084 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -21455596.000000 Penalty: 5982.405273
	Iteration 11Q: 3 clusters Score -2.14556e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170288 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -21455870.000000 Penalty: 5982.405273
	Iteration 12Q: 3 clusters Score -2.145587e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -21455956.000000 Penalty: 5982.405273
	Iteration 13Q: 3 clusters Score -2.145596e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -21456070.000000 Penalty: 5982.405273
	Iteration 14Q: 3 clusters Score -2.145607e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171600 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21456056.000000 Penalty: 5982.405273
	Iteration 15Q: 3 clusters Score -2.145606e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21456082.000000 Penalty: 5982.405273
	Iteration 16Q: 3 clusters Score -2.145608e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -21456088.000000 Penalty: 5982.405273
	Iteration 17Q: 3 clusters Score -2.145609e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171941 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -21456078.000000 Penalty: 5982.405273
	Iteration 18Q: 3 clusters Score -2.145608e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21456092.000000 Penalty: 5982.405273
	Iteration 19Q: 3 clusters Score -2.145609e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172025 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -21456110.000000 Penalty: 5982.405273
	Iteration 20F: 3 clusters Score -2.145611e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172057 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -21456118.000000 Penalty: 5982.405273
	Iteration 21Q: 3 clusters Score -2.145612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172088 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -21456130.000000 Penalty: 5982.405273
	Iteration 22Q: 3 clusters Score -2.145613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -21456126.000000 Penalty: 5982.405273
	Iteration 23Q: 3 clusters Score -2.145613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172146 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21456092.000000 Penalty: 5982.405273
	Iteration 24Q: 3 clusters Score -2.145609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172166 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21456116.000000 Penalty: 5982.405273
	Iteration 25Q: 3 clusters Score -2.145612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -21456116.000000 Penalty: 5982.405273
	Iteration 26Q: 3 clusters Score -2.145612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172190 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21456130.000000 Penalty: 5982.405273
	Iteration 27Q: 3 clusters Score -2.145613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172200 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -21456128.000000 Penalty: 5982.405273
	Iteration 28Q: 3 clusters Score -2.145613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21456126.000000 Penalty: 5982.405273
	Iteration 29Q: 3 clusters Score -2.145613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172211 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -21456134.000000 Penalty: 5982.405273
	Iteration 30Q: 3 clusters Score -2.145613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172216 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21456120.000000 Penalty: 5982.405273
	Iteration 31Q: 3 clusters Score -2.145612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172219 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -21456126.000000 Penalty: 5982.405273
	Iteration 32Q: 3 clusters Score -2.145613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -21456122.000000 Penalty: 5982.405273
	Iteration 33Q: 3 clusters Score -2.145612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -21456108.000000 Penalty: 5982.405273
	Iteration 34Q: 3 clusters Score -2.145611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172229 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21456108.000000 Penalty: 5982.405273
	Iteration 35Q: 3 clusters Score -2.145611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172232 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21456106.000000 Penalty: 5982.405273
	Iteration 36Q: 3 clusters Score -2.145611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21456112.000000 Penalty: 5982.405273
	Iteration 37Q: 3 clusters Score -2.145611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -21456130.000000 Penalty: 5982.405273
	Iteration 38Q: 3 clusters Score -2.145613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -21456120.000000 Penalty: 5982.405273
	Iteration 39Q: 3 clusters Score -2.145612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172242 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21456116.000000 Penalty: 5982.405273
	Iteration 40F: 3 clusters Score -2.145612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (242854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242854 members 
Entering Unmasked Estep 
Score: -29723710.000000 Penalty: 3075.253662
	Iteration 0F: 2 clusters Score -2.972371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121082 members 
Mstep: Class 2 contains 121772 members 
Entering Unmasked Estep 
Score: -29576194.000000 Penalty: 6150.507324
	Iteration 0F: 3 clusters Score -2.957619e+07 nChanged 117846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 128330 members 
Entering Unmasked Estep 
Score: -29645514.000000 Penalty: 6150.507324
	Iteration 1F: 3 clusters Score -2.964551e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -29646984.000000 Penalty: 6150.507324
	Iteration 2Q: 3 clusters Score -2.964698e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -29649850.000000 Penalty: 6150.507324
	Iteration 3Q: 3 clusters Score -2.964985e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -29654748.000000 Penalty: 6150.507324
	Iteration 4Q: 3 clusters Score -2.965475e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 161143 members 
Entering Unmasked Estep 
Score: -29663636.000000 Penalty: 6150.507324
	Iteration 5F: 3 clusters Score -2.966364e+07 nChanged 16598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -29675374.000000 Penalty: 6150.507324
	Iteration 6F: 3 clusters Score -2.967537e+07 nChanged 17133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 193836 members 
Entering Unmasked Estep 
Score: -29687216.000000 Penalty: 6150.507324
	Iteration 7F: 3 clusters Score -2.968722e+07 nChanged 14376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 206864 members 
Entering Unmasked Estep 
Score: -29696784.000000 Penalty: 6150.507324
	Iteration 8F: 3 clusters Score -2.969678e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 215706 members 
Entering Unmasked Estep 
Score: -29703448.000000 Penalty: 6150.507324
	Iteration 9Q: 3 clusters Score -2.970345e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 221495 members 
Entering Unmasked Estep 
Score: -29707712.000000 Penalty: 6150.507324
	Iteration 10Q: 3 clusters Score -2.970771e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 225423 members 
Entering Unmasked Estep 
Score: -29710392.000000 Penalty: 6150.507324
	Iteration 11Q: 3 clusters Score -2.971039e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 228319 members 
Entering Unmasked Estep 
Score: -29712314.000000 Penalty: 6150.507324
	Iteration 12Q: 3 clusters Score -2.971231e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 230600 members 
Entering Unmasked Estep 
Score: -29713550.000000 Penalty: 6150.507324
	Iteration 13Q: 3 clusters Score -2.971355e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 232447 members 
Entering Unmasked Estep 
Score: -29714606.000000 Penalty: 6150.507324
	Iteration 14Q: 3 clusters Score -2.971461e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 233998 members 
Entering Unmasked Estep 
Score: -29715438.000000 Penalty: 6150.507324
	Iteration 15Q: 3 clusters Score -2.971544e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 235256 members 
Entering Unmasked Estep 
Score: -29716202.000000 Penalty: 6150.507324
	Iteration 16Q: 3 clusters Score -2.97162e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 236306 members 
Entering Unmasked Estep 
Score: -29716988.000000 Penalty: 6150.507324
	Iteration 17Q: 3 clusters Score -2.971699e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 237165 members 
Entering Unmasked Estep 
Score: -29717528.000000 Penalty: 6150.507324
	Iteration 18Q: 3 clusters Score -2.971753e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 237884 members 
Entering Unmasked Estep 
Score: -29718036.000000 Penalty: 6150.507324
	Iteration 19Q: 3 clusters Score -2.971804e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 238447 members 
Entering Unmasked Estep 
Score: -29718458.000000 Penalty: 6150.507324
	Iteration 20F: 3 clusters Score -2.971846e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 238893 members 
Entering Unmasked Estep 
Score: -29718758.000000 Penalty: 6150.507324
	Iteration 21Q: 3 clusters Score -2.971876e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 239273 members 
Entering Unmasked Estep 
Score: -29718970.000000 Penalty: 6150.507324
	Iteration 22Q: 3 clusters Score -2.971897e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -29719122.000000 Penalty: 6150.507324
	Iteration 23Q: 3 clusters Score -2.971912e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 239892 members 
Entering Unmasked Estep 
Score: -29719342.000000 Penalty: 6150.507324
	Iteration 24Q: 3 clusters Score -2.971934e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 240119 members 
Entering Unmasked Estep 
Score: -29719524.000000 Penalty: 6150.507324
	Iteration 25Q: 3 clusters Score -2.971952e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 240294 members 
Entering Unmasked Estep 
Score: -29719626.000000 Penalty: 6150.507324
	Iteration 26Q: 3 clusters Score -2.971963e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 240449 members 
Entering Unmasked Estep 
Score: -29719710.000000 Penalty: 6150.507324
	Iteration 27Q: 3 clusters Score -2.971971e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 240550 members 
Entering Unmasked Estep 
Score: -29719812.000000 Penalty: 6150.507324
	Iteration 28Q: 3 clusters Score -2.971981e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 240637 members 
Entering Unmasked Estep 
Score: -29719908.000000 Penalty: 6150.507324
	Iteration 29Q: 3 clusters Score -2.971991e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 240714 members 
Entering Unmasked Estep 
Score: -29719956.000000 Penalty: 6150.507324
	Iteration 30Q: 3 clusters Score -2.971996e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 240788 members 
Entering Unmasked Estep 
Score: -29720068.000000 Penalty: 6150.507324
	Iteration 31Q: 3 clusters Score -2.972007e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 240846 members 
Entering Unmasked Estep 
Score: -29720076.000000 Penalty: 6150.507324
	Iteration 32Q: 3 clusters Score -2.972008e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 240906 members 
Entering Unmasked Estep 
Score: -29720094.000000 Penalty: 6150.507324
	Iteration 33Q: 3 clusters Score -2.972009e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 240961 members 
Entering Unmasked Estep 
Score: -29720150.000000 Penalty: 6150.507324
	Iteration 34Q: 3 clusters Score -2.972015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 240995 members 
Entering Unmasked Estep 
Score: -29720154.000000 Penalty: 6150.507324
	Iteration 35Q: 3 clusters Score -2.972015e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 241044 members 
Entering Unmasked Estep 
Score: -29720216.000000 Penalty: 6150.507324
	Iteration 36Q: 3 clusters Score -2.972022e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 241087 members 
Entering Unmasked Estep 
Score: -29720208.000000 Penalty: 6150.507324
	Iteration 37Q: 3 clusters Score -2.972021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 241131 members 
Entering Unmasked Estep 
Score: -29720266.000000 Penalty: 6150.507324
	Iteration 38Q: 3 clusters Score -2.972027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 241169 members 
Entering Unmasked Estep 
Score: -29720302.000000 Penalty: 6150.507324
	Iteration 39Q: 3 clusters Score -2.97203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 241192 members 
Entering Unmasked Estep 
Score: -29720322.000000 Penalty: 6150.507324
	Iteration 40F: 3 clusters Score -2.972032e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 241217 members 
Entering Unmasked Estep 
Score: -29720380.000000 Penalty: 6150.507324
	Iteration 41Q: 3 clusters Score -2.972038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 241233 members 
Entering Unmasked Estep 
Score: -29720382.000000 Penalty: 6150.507324
	Iteration 42Q: 3 clusters Score -2.972038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 241251 members 
Entering Unmasked Estep 
Score: -29720388.000000 Penalty: 6150.507324
	Iteration 43Q: 3 clusters Score -2.972039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 241266 members 
Entering Unmasked Estep 
Score: -29720378.000000 Penalty: 6150.507324
	Iteration 44Q: 3 clusters Score -2.972038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 241273 members 
Entering Unmasked Estep 
Score: -29720394.000000 Penalty: 6150.507324
	Iteration 45Q: 3 clusters Score -2.972039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 241286 members 
Entering Unmasked Estep 
Score: -29720410.000000 Penalty: 6150.507324
	Iteration 46Q: 3 clusters Score -2.972041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 241297 members 
Entering Unmasked Estep 
Score: -29720418.000000 Penalty: 6150.507324
	Iteration 47Q: 3 clusters Score -2.972042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 241299 members 
Entering Unmasked Estep 
Score: -29720414.000000 Penalty: 6150.507324
	Iteration 48Q: 3 clusters Score -2.972041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 241305 members 
Entering Unmasked Estep 
Score: -29720424.000000 Penalty: 6150.507324
	Iteration 49Q: 3 clusters Score -2.972042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 241316 members 
Entering Unmasked Estep 
Score: -29720398.000000 Penalty: 6150.507324
	Iteration 50Q: 3 clusters Score -2.97204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 241325 members 
Entering Unmasked Estep 
Score: -29720400.000000 Penalty: 6150.507324
	Iteration 51Q: 3 clusters Score -2.97204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 241334 members 
Entering Unmasked Estep 
Score: -29720416.000000 Penalty: 6150.507324
	Iteration 52Q: 3 clusters Score -2.972042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 241347 members 
Entering Unmasked Estep 
Score: -29720452.000000 Penalty: 6150.507324
	Iteration 53Q: 3 clusters Score -2.972045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 241361 members 
Entering Unmasked Estep 
Score: -29720440.000000 Penalty: 6150.507324
	Iteration 54Q: 3 clusters Score -2.972044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 241369 members 
Entering Unmasked Estep 
Score: -29720450.000000 Penalty: 6150.507324
	Iteration 55Q: 3 clusters Score -2.972045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 241377 members 
Entering Unmasked Estep 
Score: -29720476.000000 Penalty: 6150.507324
	Iteration 56Q: 3 clusters Score -2.972048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 241377 members 
Entering Unmasked Estep 
Score: -29720470.000000 Penalty: 6150.507324
	Iteration 57Q: 3 clusters Score -2.972047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 241381 members 
Entering Unmasked Estep 
Score: -29720454.000000 Penalty: 6150.507324
	Iteration 58Q: 3 clusters Score -2.972045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 241388 members 
Entering Unmasked Estep 
Score: -29720486.000000 Penalty: 6150.507324
	Iteration 59Q: 3 clusters Score -2.972049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 241393 members 
Entering Unmasked Estep 
Score: -29720466.000000 Penalty: 6150.507324
	Iteration 60F: 3 clusters Score -2.972047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 241400 members 
Entering Unmasked Estep 
Score: -29720472.000000 Penalty: 6150.507324
	Iteration 61Q: 3 clusters Score -2.972047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 241407 members 
Entering Unmasked Estep 
Score: -29720470.000000 Penalty: 6150.507324
	Iteration 62Q: 3 clusters Score -2.972047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 241415 members 
Entering Unmasked Estep 
Score: -29720500.000000 Penalty: 6150.507324
	Iteration 63Q: 3 clusters Score -2.97205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 241418 members 
Entering Unmasked Estep 
Score: -29720484.000000 Penalty: 6150.507324
	Iteration 64Q: 3 clusters Score -2.972048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 241425 members 
Entering Unmasked Estep 
Score: -29720472.000000 Penalty: 6150.507324
	Iteration 65Q: 3 clusters Score -2.972047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 241429 members 
Entering Unmasked Estep 
Score: -29720466.000000 Penalty: 6150.507324
	Iteration 66Q: 3 clusters Score -2.972047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 241432 members 
Entering Unmasked Estep 
Score: -29720496.000000 Penalty: 6150.507324
	Iteration 67Q: 3 clusters Score -2.97205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 241434 members 
Entering Unmasked Estep 
Score: -29720504.000000 Penalty: 6150.507324
	Iteration 68Q: 3 clusters Score -2.97205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 241436 members 
Entering Unmasked Estep 
Score: -29720504.000000 Penalty: 6150.507324
	Iteration 69Q: 3 clusters Score -2.97205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 241438 members 
Entering Unmasked Estep 
Score: -29720504.000000 Penalty: 6150.507324
	Iteration 70Q: 3 clusters Score -2.97205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 241440 members 
Entering Unmasked Estep 
Score: -29720476.000000 Penalty: 6150.507324
	Iteration 71Q: 3 clusters Score -2.972048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 241444 members 
Entering Unmasked Estep 
Score: -29720486.000000 Penalty: 6150.507324
	Iteration 72Q: 3 clusters Score -2.972049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 241448 members 
Entering Unmasked Estep 
Score: -29720488.000000 Penalty: 6150.507324
	Iteration 73Q: 3 clusters Score -2.972049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 241452 members 
Entering Unmasked Estep 
Score: -29720474.000000 Penalty: 6150.507324
	Iteration 74Q: 3 clusters Score -2.972047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 241455 members 
Entering Unmasked Estep 
Score: -29720486.000000 Penalty: 6150.507324
	Iteration 75Q: 3 clusters Score -2.972049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 241459 members 
Entering Unmasked Estep 
Score: -29720470.000000 Penalty: 6150.507324
	Iteration 76Q: 3 clusters Score -2.972047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 241462 members 
Entering Unmasked Estep 
Score: -29720478.000000 Penalty: 6150.507324
	Iteration 77Q: 3 clusters Score -2.972048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 241464 members 
Entering Unmasked Estep 
Score: -29720494.000000 Penalty: 6150.507324
	Iteration 78Q: 3 clusters Score -2.972049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 241468 members 
Entering Unmasked Estep 
Score: -29720484.000000 Penalty: 6150.507324
	Iteration 79Q: 3 clusters Score -2.972048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 241468 members 
Entering Unmasked Estep 
Score: -29720494.000000 Penalty: 6150.507324
	Iteration 80F: 3 clusters Score -2.972049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 241469 members 
Entering Unmasked Estep 
Score: -29720498.000000 Penalty: 6150.507324
	Iteration 81Q: 3 clusters Score -2.97205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 241470 members 
Entering Unmasked Estep 
Score: -29720494.000000 Penalty: 6150.507324
	Iteration 82Q: 3 clusters Score -2.972049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 241471 members 
Entering Unmasked Estep 
Score: -29720492.000000 Penalty: 6150.507324
	Iteration 83Q: 3 clusters Score -2.972049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 241470 members 
Entering Unmasked Estep 
Score: -29720486.000000 Penalty: 6150.507324
	Iteration 84Q: 3 clusters Score -2.972049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 241468 members 
Entering Unmasked Estep 
Score: -29720510.000000 Penalty: 6150.507324
	Iteration 85Q: 3 clusters Score -2.972051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 241468 members 
Entering Unmasked Estep 
Score: -29720510.000000 Penalty: 6150.507324
	Iteration 86F: 3 clusters Score -2.972051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -86660.289062 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -86660.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84880.296875 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -84880.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85110.843750 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -85110.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85180.062500 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -85180.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85242.617188 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -85242.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85317.320312 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -85317.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85408.617188 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -85408.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85467.882812 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -85467.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85507.992188 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -85507.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85552.546875 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -85552.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85612.304688 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -85612.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85663.992188 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -85663.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85741.992188 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -85741.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85864.601562 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -85864.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85923.843750 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -85923.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85954.109375 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -85954.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85969.484375 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -85969.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85978.195312 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -85978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85980.546875 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -85980.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85982.500000 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -85982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85984.468750 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -85984.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85984.468750 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -85984.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Entering Unmasked Estep 
Score: -9338099.000000 Penalty: 2795.544189
	Iteration 0F: 2 clusters Score -9338099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -9285247.000000 Penalty: 5591.088379
	Iteration 0F: 3 clusters Score -9285247 nChanged 37064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -9306455.000000 Penalty: 5591.088379
	Iteration 1F: 3 clusters Score -9306455 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -9307204.000000 Penalty: 5591.088379
	Iteration 2Q: 3 clusters Score -9307204 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -9308007.000000 Penalty: 5591.088379
	Iteration 3Q: 3 clusters Score -9308007 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -9309234.000000 Penalty: 5591.088379
	Iteration 4Q: 3 clusters Score -9309234 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -9311129.000000 Penalty: 5591.088379
	Iteration 5Q: 3 clusters Score -9311129 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -9314181.000000 Penalty: 5591.088379
	Iteration 6F: 3 clusters Score -9314181 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -9319216.000000 Penalty: 5591.088379
	Iteration 7F: 3 clusters Score -9319216 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -9325386.000000 Penalty: 5591.088379
	Iteration 8F: 3 clusters Score -9325386 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -9330926.000000 Penalty: 5591.088379
	Iteration 9F: 3 clusters Score -9330926 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9333793.000000 Penalty: 5591.088379
	Iteration 10Q: 3 clusters Score -9333793 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9334907.000000 Penalty: 5591.088379
	Iteration 11Q: 3 clusters Score -9334907 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9335349.000000 Penalty: 5591.088379
	Iteration 12Q: 3 clusters Score -9335349 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9335476.000000 Penalty: 5591.088379
	Iteration 13Q: 3 clusters Score -9335476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9335544.000000 Penalty: 5591.088379
	Iteration 14Q: 3 clusters Score -9335544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9335586.000000 Penalty: 5591.088379
	Iteration 15Q: 3 clusters Score -9335586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9335597.000000 Penalty: 5591.088379
	Iteration 16Q: 3 clusters Score -9335597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9335614.000000 Penalty: 5591.088379
	Iteration 17Q: 3 clusters Score -9335614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78368 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9335635.000000 Penalty: 5591.088379
	Iteration 18Q: 3 clusters Score -9335635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9335652.000000 Penalty: 5591.088379
	Iteration 19Q: 3 clusters Score -9335652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9335684.000000 Penalty: 5591.088379
	Iteration 20F: 3 clusters Score -9335684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9335687.000000 Penalty: 5591.088379
	Iteration 21Q: 3 clusters Score -9335687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9335704.000000 Penalty: 5591.088379
	Iteration 22Q: 3 clusters Score -9335704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9335701.000000 Penalty: 5591.088379
	Iteration 23Q: 3 clusters Score -9335701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9335704.000000 Penalty: 5591.088379
	Iteration 24Q: 3 clusters Score -9335704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9335696.000000 Penalty: 5591.088379
	Iteration 25Q: 3 clusters Score -9335696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9335710.000000 Penalty: 5591.088379
	Iteration 26Q: 3 clusters Score -9335710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9335711.000000 Penalty: 5591.088379
	Iteration 27Q: 3 clusters Score -9335711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9335711.000000 Penalty: 5591.088379
	Iteration 28F: 3 clusters Score -9335711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1787861.000000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1787861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1777259.625000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1777260 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1780656.500000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1780656 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1781105.000000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1781105 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1781466.750000 Penalty: 4761.439453
	Iteration 3F: 3 clusters Score -1781467 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1781763.250000 Penalty: 4761.439453
	Iteration 4Q: 3 clusters Score -1781763 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1782039.625000 Penalty: 4761.439453
	Iteration 5Q: 3 clusters Score -1782040 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1782326.875000 Penalty: 4761.439453
	Iteration 6Q: 3 clusters Score -1782327 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1782627.000000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1782627 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1782948.250000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1782948 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1783246.250000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1783246 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1783560.250000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1783560 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1783877.250000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1783877 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1784212.750000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1784213 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1784547.875000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1784548 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1784857.250000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1784857 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1785155.625000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1785156 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1785396.625000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1785397 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1785582.375000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1785582 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1785722.500000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1785722 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1785820.375000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1785820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1785873.125000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1785873 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1785922.875000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1785923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1785968.500000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1785968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1785999.375000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1785999 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1786040.125000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1786040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1786067.875000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1786068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1786087.375000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1786087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1786118.875000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1786119 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1786138.000000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1786138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1786157.250000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1786157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1786168.375000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1786168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1786177.875000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1786178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1786193.500000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1786194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1786195.875000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1786196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1786206.375000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1786206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1786216.625000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1786217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1786225.750000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1786226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1786229.375000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1786229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1786231.125000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1786231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1786233.375000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1786233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1786237.125000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1786237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1786235.375000 Penalty: 4761.439453
	Iteration 41Q: 3 clusters Score -1786235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1786236.000000 Penalty: 4761.439453
	Iteration 42Q: 3 clusters Score -1786236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1786238.125000 Penalty: 4761.439453
	Iteration 43Q: 3 clusters Score -1786238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1786244.000000 Penalty: 4761.439453
	Iteration 44Q: 3 clusters Score -1786244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1786240.750000 Penalty: 4761.439453
	Iteration 45Q: 3 clusters Score -1786241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1786244.500000 Penalty: 4761.439453
	Iteration 46Q: 3 clusters Score -1786244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1786246.500000 Penalty: 4761.439453
	Iteration 47Q: 3 clusters Score -1786246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1786243.875000 Penalty: 4761.439453
	Iteration 48Q: 3 clusters Score -1786244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1786246.750000 Penalty: 4761.439453
	Iteration 49Q: 3 clusters Score -1786247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1786246.125000 Penalty: 4761.439453
	Iteration 50Q: 3 clusters Score -1786246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1786248.375000 Penalty: 4761.439453
	Iteration 51Q: 3 clusters Score -1786248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1786252.000000 Penalty: 4761.439453
	Iteration 52Q: 3 clusters Score -1786252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1786252.125000 Penalty: 4761.439453
	Iteration 53Q: 3 clusters Score -1786252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1786253.875000 Penalty: 4761.439453
	Iteration 54Q: 3 clusters Score -1786254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1786253.000000 Penalty: 4761.439453
	Iteration 55Q: 3 clusters Score -1786253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1786252.500000 Penalty: 4761.439453
	Iteration 56Q: 3 clusters Score -1786252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1786255.375000 Penalty: 4761.439453
	Iteration 57Q: 3 clusters Score -1786255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1786258.250000 Penalty: 4761.439453
	Iteration 58Q: 3 clusters Score -1786258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1786258.750000 Penalty: 4761.439453
	Iteration 59Q: 3 clusters Score -1786259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1786258.750000 Penalty: 4761.439453
	Iteration 60F: 3 clusters Score -1786259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1786263.250000 Penalty: 4761.439453
	Iteration 61Q: 3 clusters Score -1786263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1786265.500000 Penalty: 4761.439453
	Iteration 62Q: 3 clusters Score -1786266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1786268.750000 Penalty: 4761.439453
	Iteration 63Q: 3 clusters Score -1786269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1786268.500000 Penalty: 4761.439453
	Iteration 64Q: 3 clusters Score -1786268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1786268.250000 Penalty: 4761.439453
	Iteration 65Q: 3 clusters Score -1786268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1786272.250000 Penalty: 4761.439453
	Iteration 66Q: 3 clusters Score -1786272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1786276.375000 Penalty: 4761.439453
	Iteration 67Q: 3 clusters Score -1786276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1786276.750000 Penalty: 4761.439453
	Iteration 68Q: 3 clusters Score -1786277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1786273.750000 Penalty: 4761.439453
	Iteration 69Q: 3 clusters Score -1786274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1786275.500000 Penalty: 4761.439453
	Iteration 70Q: 3 clusters Score -1786276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1786276.000000 Penalty: 4761.439453
	Iteration 71Q: 3 clusters Score -1786276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1786274.375000 Penalty: 4761.439453
	Iteration 72Q: 3 clusters Score -1786274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1786275.375000 Penalty: 4761.439453
	Iteration 73Q: 3 clusters Score -1786275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1786276.750000 Penalty: 4761.439453
	Iteration 74Q: 3 clusters Score -1786277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1786279.875000 Penalty: 4761.439453
	Iteration 75Q: 3 clusters Score -1786280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1786285.125000 Penalty: 4761.439453
	Iteration 76Q: 3 clusters Score -1786285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1786284.875000 Penalty: 4761.439453
	Iteration 77Q: 3 clusters Score -1786285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1786285.125000 Penalty: 4761.439453
	Iteration 78Q: 3 clusters Score -1786285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1786282.500000 Penalty: 4761.439453
	Iteration 79Q: 3 clusters Score -1786282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1786284.500000 Penalty: 4761.439453
	Iteration 80F: 3 clusters Score -1786284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1786284.125000 Penalty: 4761.439453
	Iteration 81Q: 3 clusters Score -1786284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1786283.125000 Penalty: 4761.439453
	Iteration 82Q: 3 clusters Score -1786283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1786285.750000 Penalty: 4761.439453
	Iteration 83Q: 3 clusters Score -1786286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1786281.500000 Penalty: 4761.439453
	Iteration 84Q: 3 clusters Score -1786282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1786282.250000 Penalty: 4761.439453
	Iteration 85Q: 3 clusters Score -1786282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1786282.250000 Penalty: 4761.439453
	Iteration 86F: 3 clusters Score -1786282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -140199.875000 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -140199.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138101.343750 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -138101.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -138538.859375 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -138538.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -138711.859375 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -138711.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -138874.437500 Penalty: 3565.078125
	Iteration 3F: 3 clusters Score -138874.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -139070.468750 Penalty: 3565.078125
	Iteration 4F: 3 clusters Score -139070.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139191.281250 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -139191.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139317.953125 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -139318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -139439.687500 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -139439.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139571.937500 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -139571.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139664.953125 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -139665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139724.390625 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -139724.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139754.125000 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -139754.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139775.921875 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -139775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -139786.687500 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -139786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139791.937500 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -139791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139798.031250 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -139798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139801.875000 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -139801.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139802.578125 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -139802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139803.437500 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -139803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -139804.250000 Penalty: 3565.078125
	Iteration 19Q: 3 clusters Score -139804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -139805.640625 Penalty: 3565.078125
	Iteration 20F: 3 clusters Score -139805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139809.078125 Penalty: 3565.078125
	Iteration 21Q: 3 clusters Score -139809.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139810.984375 Penalty: 3565.078125
	Iteration 22Q: 3 clusters Score -139811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139813.359375 Penalty: 3565.078125
	Iteration 23Q: 3 clusters Score -139813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139814.312500 Penalty: 3565.078125
	Iteration 24Q: 3 clusters Score -139814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -139814.312500 Penalty: 3565.078125
	Iteration 25F: 3 clusters Score -139814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -298920.343750 Penalty: 1934.033691
	Iteration 0F: 2 clusters Score -298920.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -296010.906250 Penalty: 3868.067383
	Iteration 0F: 3 clusters Score -296010.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -296483.343750 Penalty: 3868.067383
	Iteration 1F: 3 clusters Score -296483.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -296614.687500 Penalty: 3868.067383
	Iteration 2F: 3 clusters Score -296614.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -296700.343750 Penalty: 3868.067383
	Iteration 3Q: 3 clusters Score -296700.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296755.531250 Penalty: 3868.067383
	Iteration 4Q: 3 clusters Score -296755.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -296801.406250 Penalty: 3868.067383
	Iteration 5Q: 3 clusters Score -296801.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -296830.468750 Penalty: 3868.067383
	Iteration 6Q: 3 clusters Score -296830.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -296845.312500 Penalty: 3868.067383
	Iteration 7Q: 3 clusters Score -296845.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -296859.000000 Penalty: 3868.067383
	Iteration 8Q: 3 clusters Score -296859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296868.656250 Penalty: 3868.067383
	Iteration 9Q: 3 clusters Score -296868.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -296874.906250 Penalty: 3868.067383
	Iteration 10Q: 3 clusters Score -296874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296880.656250 Penalty: 3868.067383
	Iteration 11Q: 3 clusters Score -296880.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296885.531250 Penalty: 3868.067383
	Iteration 12Q: 3 clusters Score -296885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -296888.500000 Penalty: 3868.067383
	Iteration 13Q: 3 clusters Score -296888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296890.843750 Penalty: 3868.067383
	Iteration 14Q: 3 clusters Score -296890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296893.312500 Penalty: 3868.067383
	Iteration 15Q: 3 clusters Score -296893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296895.531250 Penalty: 3868.067383
	Iteration 16Q: 3 clusters Score -296895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296895.750000 Penalty: 3868.067383
	Iteration 17Q: 3 clusters Score -296895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296896.656250 Penalty: 3868.067383
	Iteration 18Q: 3 clusters Score -296896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296897.000000 Penalty: 3868.067383
	Iteration 19Q: 3 clusters Score -296897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -296897.000000 Penalty: 3868.067383
	Iteration 20F: 3 clusters Score -296897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 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 310 members 
Entering Unmasked Estep 
Score: -71293.671875 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71293.67 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71530.117188 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71530.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71589.562500 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71589.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71646.953125 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71646.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71714.437500 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71714.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71823.210938 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71823.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71883.945312 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71883.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -71950.859375 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71950.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71990.562500 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71990.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72005.710938 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -72005.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72007.187500 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -72007.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72007.187500 Penalty: 3215.621338
	Iteration 11F: 3 clusters Score -72007.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Entering Unmasked Estep 
Score: -1139336.875000 Penalty: 2284.486572
	Iteration 0F: 2 clusters Score -1139337 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 4996 members 
Entering Unmasked Estep 
Score: -1131648.750000 Penalty: 4568.973145
	Iteration 0F: 3 clusters Score -1131649 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1133872.125000 Penalty: 4568.973145
	Iteration 1F: 3 clusters Score -1133872 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1134296.375000 Penalty: 4568.973145
	Iteration 2F: 3 clusters Score -1134296 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1134637.875000 Penalty: 4568.973145
	Iteration 3F: 3 clusters Score -1134638 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1134896.000000 Penalty: 4568.973145
	Iteration 4F: 3 clusters Score -1134896 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1135125.250000 Penalty: 4568.973145
	Iteration 5Q: 3 clusters Score -1135125 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1135449.000000 Penalty: 4568.973145
	Iteration 6Q: 3 clusters Score -1135449 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1135971.625000 Penalty: 4568.973145
	Iteration 7F: 3 clusters Score -1135972 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1136555.625000 Penalty: 4568.973145
	Iteration 8F: 3 clusters Score -1136556 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1137130.875000 Penalty: 4568.973145
	Iteration 9F: 3 clusters Score -1137131 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1137714.875000 Penalty: 4568.973145
	Iteration 10F: 3 clusters Score -1137715 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1138240.250000 Penalty: 4568.973145
	Iteration 11F: 3 clusters Score -1138240 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1138628.250000 Penalty: 4568.973145
	Iteration 12Q: 3 clusters Score -1138628 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1138889.625000 Penalty: 4568.973145
	Iteration 13Q: 3 clusters Score -1138890 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1139075.750000 Penalty: 4568.973145
	Iteration 14Q: 3 clusters Score -1139076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1139251.750000 Penalty: 4568.973145
	Iteration 15Q: 3 clusters Score -1139252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1139346.125000 Penalty: 4568.973145
	Iteration 16Q: 3 clusters Score -1139346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1139391.875000 Penalty: 4568.973145
	Iteration 17Q: 3 clusters Score -1139392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1139422.625000 Penalty: 4568.973145
	Iteration 18Q: 3 clusters Score -1139423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1139445.750000 Penalty: 4568.973145
	Iteration 19Q: 3 clusters Score -1139446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1139468.250000 Penalty: 4568.973145
	Iteration 20F: 3 clusters Score -1139468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1139481.500000 Penalty: 4568.973145
	Iteration 21Q: 3 clusters Score -1139482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1139493.000000 Penalty: 4568.973145
	Iteration 22Q: 3 clusters Score -1139493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1139498.500000 Penalty: 4568.973145
	Iteration 23Q: 3 clusters Score -1139498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1139498.500000 Penalty: 4568.973145
	Iteration 24Q: 3 clusters Score -1139498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1139502.875000 Penalty: 4568.973145
	Iteration 25Q: 3 clusters Score -1139503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1139503.375000 Penalty: 4568.973145
	Iteration 26Q: 3 clusters Score -1139503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1139502.625000 Penalty: 4568.973145
	Iteration 27Q: 3 clusters Score -1139503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1139504.625000 Penalty: 4568.973145
	Iteration 28Q: 3 clusters Score -1139505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1139504.750000 Penalty: 4568.973145
	Iteration 29Q: 3 clusters Score -1139505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1139505.375000 Penalty: 4568.973145
	Iteration 30Q: 3 clusters Score -1139505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1139505.125000 Penalty: 4568.973145
	Iteration 31Q: 3 clusters Score -1139505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1139505.000000 Penalty: 4568.973145
	Iteration 32Q: 3 clusters Score -1139505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1139505.000000 Penalty: 4568.973145
	Iteration 33F: 3 clusters Score -1139505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 4722 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 168375 members 
Mstep: Class 7 contains 162556 members 
Mstep: Class 8 contains 20494 members 
Mstep: Class 9 contains 86767 members 
Mstep: Class 10 contains 167696 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 141556 members 
Mstep: Class 13 contains 218384 members 
Mstep: Class 14 contains 14891 members 
Mstep: Class 15 contains 173044 members 
Mstep: Class 16 contains 242854 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78618 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 1514 members 
Mstep: Class 25 contains 8895 members 
Entering Unmasked Estep 
Score: -194605680.000000 Penalty: 88616.031250
Splitting cluster 23 changes total score from -194607376.000000 to -194605680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -160617.656250 Penalty: 1815.982544
	Iteration 0F: 2 clusters Score -160617.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -158395.984375 Penalty: 3631.965088
	Iteration 0F: 3 clusters Score -158396 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -159004.109375 Penalty: 3631.965088
	Iteration 1F: 3 clusters Score -159004.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159422.500000 Penalty: 3631.965088
	Iteration 2F: 3 clusters Score -159422.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -159810.953125 Penalty: 3631.965088
	Iteration 3F: 3 clusters Score -159811 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -160072.578125 Penalty: 3631.965088
	Iteration 4F: 3 clusters Score -160072.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -160248.031250 Penalty: 3631.965088
	Iteration 5F: 3 clusters Score -160248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -160399.937500 Penalty: 3631.965088
	Iteration 6Q: 3 clusters Score -160399.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -160530.187500 Penalty: 3631.965088
	Iteration 7Q: 3 clusters Score -160530.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -160720.109375 Penalty: 3631.965088
	Iteration 8Q: 3 clusters Score -160720.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -160864.031250 Penalty: 3631.965088
	Iteration 9Q: 3 clusters Score -160864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -160931.156250 Penalty: 3631.965088
	Iteration 10Q: 3 clusters Score -160931.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -161004.859375 Penalty: 3631.965088
	Iteration 11Q: 3 clusters Score -161004.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -161074.062500 Penalty: 3631.965088
	Iteration 12Q: 3 clusters Score -161074.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -161099.609375 Penalty: 3631.965088
	Iteration 13Q: 3 clusters Score -161099.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -161101.750000 Penalty: 3631.965088
	Iteration 14Q: 3 clusters Score -161101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -161102.843750 Penalty: 3631.965088
	Iteration 15Q: 3 clusters Score -161102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161102.812500 Penalty: 3631.965088
	Iteration 16Q: 3 clusters Score -161102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161102.812500 Penalty: 3631.965088
	Iteration 17F: 3 clusters Score -161102.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 4722 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 168375 members 
Mstep: Class 7 contains 162556 members 
Mstep: Class 8 contains 20494 members 
Mstep: Class 9 contains 86767 members 
Mstep: Class 10 contains 167696 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 141556 members 
Mstep: Class 13 contains 218384 members 
Mstep: Class 14 contains 14891 members 
Mstep: Class 15 contains 173044 members 
Mstep: Class 16 contains 242854 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78618 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10013 members 
Mstep: Class 24 contains 286 members 
Mstep: Class 25 contains 1228 members 
Entering Unmasked Estep 
Score: -194605632.000000 Penalty: 88616.031250
Splitting cluster 24 changes total score from -194607376.000000 to -194605632.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 11039 members 
Mstep: Class 3 contains 4722 members 
Mstep: Class 4 contains 1611 members 
Mstep: Class 5 contains 4656 members 
Mstep: Class 6 contains 168375 members 
Mstep: Class 7 contains 162556 members 
Mstep: Class 8 contains 20494 members 
Mstep: Class 9 contains 86767 members 
Mstep: Class 10 contains 167696 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 141556 members 
Mstep: Class 13 contains 218384 members 
Mstep: Class 14 contains 14891 members 
Mstep: Class 15 contains 173044 members 
Mstep: Class 16 contains 242854 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78618 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10013 members 
Mstep: Class 24 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194607632.000000 Penalty: 85071.390625
Iteration 79Q: 25 clusters Score -1.946076e+08 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 4726 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 4661 members 
Mstep: Class 6 contains 168262 members 
Mstep: Class 7 contains 162639 members 
Mstep: Class 8 contains 20137 members 
Mstep: Class 9 contains 87365 members 
Mstep: Class 10 contains 168108 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 141690 members 
Mstep: Class 13 contains 217819 members 
Mstep: Class 14 contains 15191 members 
Mstep: Class 15 contains 172774 members 
Mstep: Class 16 contains 241593 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78532 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2440 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194608400.000000 Penalty: 85071.390625
Iteration 80F: 25 clusters Score -1.946084e+08 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 77625 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 4714 members 
Mstep: Class 4 contains 1589 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 168125 members 
Mstep: Class 7 contains 162705 members 
Mstep: Class 8 contains 19883 members 
Mstep: Class 9 contains 87938 members 
Mstep: Class 10 contains 168459 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 141855 members 
Mstep: Class 13 contains 217169 members 
Mstep: Class 14 contains 15646 members 
Mstep: Class 15 contains 172517 members 
Mstep: Class 16 contains 240314 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78418 members 
Mstep: Class 19 contains 14936 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2439 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9956 members 
Mstep: Class 24 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609024.000000 Penalty: 85071.390625
Iteration 81Q: 25 clusters Score -1.94609e+08 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 11301 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 167973 members 
Mstep: Class 7 contains 162817 members 
Mstep: Class 8 contains 19604 members 
Mstep: Class 9 contains 88473 members 
Mstep: Class 10 contains 168682 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 142094 members 
Mstep: Class 13 contains 216386 members 
Mstep: Class 14 contains 16112 members 
Mstep: Class 15 contains 172331 members 
Mstep: Class 16 contains 239161 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78323 members 
Mstep: Class 19 contains 15032 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9950 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609328.000000 Penalty: 85071.390625
Iteration 82Q: 25 clusters Score -1.946093e+08 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 11392 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 1553 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 167761 members 
Mstep: Class 7 contains 162992 members 
Mstep: Class 8 contains 19341 members 
Mstep: Class 9 contains 88974 members 
Mstep: Class 10 contains 168797 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 142365 members 
Mstep: Class 13 contains 215404 members 
Mstep: Class 14 contains 16573 members 
Mstep: Class 15 contains 172223 members 
Mstep: Class 16 contains 238089 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78257 members 
Mstep: Class 19 contains 15117 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609520.000000 Penalty: 85071.390625
Iteration 83Q: 25 clusters Score -1.946095e+08 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 4707 members 
Mstep: Class 6 contains 167524 members 
Mstep: Class 7 contains 163158 members 
Mstep: Class 8 contains 19116 members 
Mstep: Class 9 contains 89487 members 
Mstep: Class 10 contains 168796 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 142747 members 
Mstep: Class 13 contains 214429 members 
Mstep: Class 14 contains 17046 members 
Mstep: Class 15 contains 172115 members 
Mstep: Class 16 contains 237074 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78150 members 
Mstep: Class 19 contains 15176 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9934 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609952.000000 Penalty: 85071.390625
Iteration 84Q: 25 clusters Score -1.9461e+08 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 1537 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 167185 members 
Mstep: Class 7 contains 163256 members 
Mstep: Class 8 contains 18924 members 
Mstep: Class 9 contains 90000 members 
Mstep: Class 10 contains 168825 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 143128 members 
Mstep: Class 13 contains 213520 members 
Mstep: Class 14 contains 17584 members 
Mstep: Class 15 contains 171996 members 
Mstep: Class 16 contains 236098 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 78041 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 1324 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9926 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194610368.000000 Penalty: 85071.390625
Iteration 85Q: 25 clusters Score -1.946104e+08 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 11696 members 
Mstep: Class 3 contains 4691 members 
Mstep: Class 4 contains 1527 members 
Mstep: Class 5 contains 4721 members 
Mstep: Class 6 contains 166775 members 
Mstep: Class 7 contains 163309 members 
Mstep: Class 8 contains 18728 members 
Mstep: Class 9 contains 90503 members 
Mstep: Class 10 contains 168736 members 
Mstep: Class 11 contains 7400 members 
Mstep: Class 12 contains 143518 members 
Mstep: Class 13 contains 212627 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 171915 members 
Mstep: Class 16 contains 235244 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 77925 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 1324 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9925 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194611152.000000 Penalty: 85071.390625
Iteration 86Q: 25 clusters Score -1.946112e+08 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 4691 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 166370 members 
Mstep: Class 7 contains 163328 members 
Mstep: Class 8 contains 18536 members 
Mstep: Class 9 contains 90955 members 
Mstep: Class 10 contains 168609 members 
Mstep: Class 11 contains 7400 members 
Mstep: Class 12 contains 143908 members 
Mstep: Class 13 contains 211820 members 
Mstep: Class 14 contains 18726 members 
Mstep: Class 15 contains 171808 members 
Mstep: Class 16 contains 234505 members 
Mstep: Class 17 contains 774 members 
Mstep: Class 18 contains 77817 members 
Mstep: Class 19 contains 15279 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9888 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194611760.000000 Penalty: 85071.390625
Iteration 87Q: 25 clusters Score -1.946118e+08 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 4690 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 4737 members 
Mstep: Class 6 contains 165915 members 
Mstep: Class 7 contains 163302 members 
Mstep: Class 8 contains 18352 members 
Mstep: Class 9 contains 91426 members 
Mstep: Class 10 contains 168460 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 144310 members 
Mstep: Class 13 contains 211084 members 
Mstep: Class 14 contains 19258 members 
Mstep: Class 15 contains 171739 members 
Mstep: Class 16 contains 233796 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 77709 members 
Mstep: Class 19 contains 15305 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 2466 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9891 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194612912.000000 Penalty: 85071.390625
Iteration 88Q: 25 clusters Score -1.946129e+08 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 85315 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 4691 members 
Mstep: Class 4 contains 1492 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 165526 members 
Mstep: Class 7 contains 163253 members 
Mstep: Class 8 contains 18184 members 
Mstep: Class 9 contains 91878 members 
Mstep: Class 10 contains 168242 members 
Mstep: Class 11 contains 7387 members 
Mstep: Class 12 contains 144706 members 
Mstep: Class 13 contains 210376 members 
Mstep: Class 14 contains 19748 members 
Mstep: Class 15 contains 171729 members 
Mstep: Class 16 contains 233051 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 77603 members 
Mstep: Class 19 contains 15317 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9885 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194614496.000000 Penalty: 85071.390625
Iteration 89Q: 25 clusters Score -1.946145e+08 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 1480 members 
Mstep: Class 5 contains 4750 members 
Mstep: Class 6 contains 165158 members 
Mstep: Class 7 contains 163200 members 
Mstep: Class 8 contains 17990 members 
Mstep: Class 9 contains 92321 members 
Mstep: Class 10 contains 168028 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 145131 members 
Mstep: Class 13 contains 209688 members 
Mstep: Class 14 contains 20235 members 
Mstep: Class 15 contains 171743 members 
Mstep: Class 16 contains 232311 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 77540 members 
Mstep: Class 19 contains 15339 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194615520.000000 Penalty: 85071.390625
Iteration 90Q: 25 clusters Score -1.946155e+08 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 12153 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 4754 members 
Mstep: Class 6 contains 164861 members 
Mstep: Class 7 contains 163170 members 
Mstep: Class 8 contains 17816 members 
Mstep: Class 9 contains 92737 members 
Mstep: Class 10 contains 167768 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 145509 members 
Mstep: Class 13 contains 209019 members 
Mstep: Class 14 contains 20723 members 
Mstep: Class 15 contains 171776 members 
Mstep: Class 16 contains 231650 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 77470 members 
Mstep: Class 19 contains 15347 members 
Mstep: Class 20 contains 1326 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9861 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194616704.000000 Penalty: 85071.390625
Iteration 91Q: 25 clusters Score -1.946167e+08 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 12250 members 
Mstep: Class 3 contains 4678 members 
Mstep: Class 4 contains 1446 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 164498 members 
Mstep: Class 7 contains 163120 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 93128 members 
Mstep: Class 10 contains 167502 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 145832 members 
Mstep: Class 13 contains 208379 members 
Mstep: Class 14 contains 21252 members 
Mstep: Class 15 contains 171860 members 
Mstep: Class 16 contains 230939 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 77395 members 
Mstep: Class 19 contains 15351 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2487 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9855 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194617808.000000 Penalty: 85071.390625
Iteration 92Q: 25 clusters Score -1.946178e+08 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 4672 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 164177 members 
Mstep: Class 7 contains 163053 members 
Mstep: Class 8 contains 17534 members 
Mstep: Class 9 contains 93487 members 
Mstep: Class 10 contains 167262 members 
Mstep: Class 11 contains 7381 members 
Mstep: Class 12 contains 146184 members 
Mstep: Class 13 contains 207775 members 
Mstep: Class 14 contains 21829 members 
Mstep: Class 15 contains 171958 members 
Mstep: Class 16 contains 230165 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 77333 members 
Mstep: Class 19 contains 15358 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194618272.000000 Penalty: 85071.390625
Iteration 93Q: 25 clusters Score -1.946183e+08 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 4664 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 163849 members 
Mstep: Class 7 contains 162953 members 
Mstep: Class 8 contains 17383 members 
Mstep: Class 9 contains 93877 members 
Mstep: Class 10 contains 166964 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 146602 members 
Mstep: Class 13 contains 207227 members 
Mstep: Class 14 contains 22409 members 
Mstep: Class 15 contains 172057 members 
Mstep: Class 16 contains 229453 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77275 members 
Mstep: Class 19 contains 15376 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194619296.000000 Penalty: 85071.390625
Iteration 94Q: 25 clusters Score -1.946193e+08 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 12518 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 1412 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 163449 members 
Mstep: Class 7 contains 162918 members 
Mstep: Class 8 contains 17286 members 
Mstep: Class 9 contains 94208 members 
Mstep: Class 10 contains 166663 members 
Mstep: Class 11 contains 7385 members 
Mstep: Class 12 contains 146969 members 
Mstep: Class 13 contains 206658 members 
Mstep: Class 14 contains 23014 members 
Mstep: Class 15 contains 172176 members 
Mstep: Class 16 contains 228730 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77228 members 
Mstep: Class 19 contains 15378 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194619664.000000 Penalty: 85071.390625
Iteration 95Q: 25 clusters Score -1.946197e+08 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 12598 members 
Mstep: Class 3 contains 4659 members 
Mstep: Class 4 contains 1405 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 163066 members 
Mstep: Class 7 contains 162849 members 
Mstep: Class 8 contains 17148 members 
Mstep: Class 9 contains 94517 members 
Mstep: Class 10 contains 166438 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 147300 members 
Mstep: Class 13 contains 206203 members 
Mstep: Class 14 contains 23601 members 
Mstep: Class 15 contains 172270 members 
Mstep: Class 16 contains 227947 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77163 members 
Mstep: Class 19 contains 15376 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2502 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194620304.000000 Penalty: 85071.390625
Iteration 96Q: 25 clusters Score -1.946203e+08 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 12666 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 162607 members 
Mstep: Class 7 contains 162726 members 
Mstep: Class 8 contains 17015 members 
Mstep: Class 9 contains 94792 members 
Mstep: Class 10 contains 166294 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 147660 members 
Mstep: Class 13 contains 205779 members 
Mstep: Class 14 contains 24183 members 
Mstep: Class 15 contains 172433 members 
Mstep: Class 16 contains 227126 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77108 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621744.000000 Penalty: 85071.390625
Iteration 97Q: 25 clusters Score -1.946217e+08 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92010 members 
Mstep: Class 2 contains 12737 members 
Mstep: Class 3 contains 4651 members 
Mstep: Class 4 contains 1399 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 162119 members 
Mstep: Class 7 contains 162654 members 
Mstep: Class 8 contains 16875 members 
Mstep: Class 9 contains 95017 members 
Mstep: Class 10 contains 166111 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 147961 members 
Mstep: Class 13 contains 205375 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 172542 members 
Mstep: Class 16 contains 226342 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77050 members 
Mstep: Class 19 contains 15363 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194622928.000000 Penalty: 85071.390625
Iteration 98Q: 25 clusters Score -1.946229e+08 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 4649 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 161583 members 
Mstep: Class 7 contains 162607 members 
Mstep: Class 8 contains 16744 members 
Mstep: Class 9 contains 95214 members 
Mstep: Class 10 contains 165945 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 148276 members 
Mstep: Class 13 contains 205064 members 
Mstep: Class 14 contains 25432 members 
Mstep: Class 15 contains 172619 members 
Mstep: Class 16 contains 225551 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76953 members 
Mstep: Class 19 contains 15347 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9877 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194623952.000000 Penalty: 85071.390625
Iteration 99Q: 25 clusters Score -1.94624e+08 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 12893 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 160954 members 
Mstep: Class 7 contains 162541 members 
Mstep: Class 8 contains 16572 members 
Mstep: Class 9 contains 95372 members 
Mstep: Class 10 contains 165815 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 148583 members 
Mstep: Class 13 contains 204790 members 
Mstep: Class 14 contains 26107 members 
Mstep: Class 15 contains 172676 members 
Mstep: Class 16 contains 224744 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76883 members 
Mstep: Class 19 contains 15312 members 
Mstep: Class 20 contains 1328 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194625488.000000 Penalty: 85071.390625
Iteration 100F: 25 clusters Score -1.946255e+08 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 12952 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 160280 members 
Mstep: Class 7 contains 162498 members 
Mstep: Class 8 contains 16350 members 
Mstep: Class 9 contains 95542 members 
Mstep: Class 10 contains 165683 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 148910 members 
Mstep: Class 13 contains 204554 members 
Mstep: Class 14 contains 26848 members 
Mstep: Class 15 contains 172728 members 
Mstep: Class 16 contains 223877 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76823 members 
Mstep: Class 19 contains 15274 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9895 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626672.000000 Penalty: 85071.390625
Iteration 101Q: 25 clusters Score -1.946267e+08 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 13005 members 
Mstep: Class 3 contains 4654 members 
Mstep: Class 4 contains 1388 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 159533 members 
Mstep: Class 7 contains 162406 members 
Mstep: Class 8 contains 16161 members 
Mstep: Class 9 contains 95690 members 
Mstep: Class 10 contains 165534 members 
Mstep: Class 11 contains 7403 members 
Mstep: Class 12 contains 149212 members 
Mstep: Class 13 contains 204350 members 
Mstep: Class 14 contains 27613 members 
Mstep: Class 15 contains 172831 members 
Mstep: Class 16 contains 223055 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76742 members 
Mstep: Class 19 contains 15262 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9906 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626992.000000 Penalty: 85071.390625
Iteration 102Q: 25 clusters Score -1.94627e+08 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 96463 members 
Mstep: Class 2 contains 13050 members 
Mstep: Class 3 contains 4648 members 
Mstep: Class 4 contains 1385 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 158682 members 
Mstep: Class 7 contains 162293 members 
Mstep: Class 8 contains 15974 members 
Mstep: Class 9 contains 95847 members 
Mstep: Class 10 contains 165428 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 149512 members 
Mstep: Class 13 contains 204157 members 
Mstep: Class 14 contains 28413 members 
Mstep: Class 15 contains 172978 members 
Mstep: Class 16 contains 222194 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76649 members 
Mstep: Class 19 contains 15250 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9921 members 
Mstep: Class 24 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194627216.000000 Penalty: 85071.390625
Iteration 103Q: 25 clusters Score -1.946272e+08 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 13099 members 
Mstep: Class 3 contains 4643 members 
Mstep: Class 4 contains 1382 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 157845 members 
Mstep: Class 7 contains 162174 members 
Mstep: Class 8 contains 15798 members 
Mstep: Class 9 contains 95946 members 
Mstep: Class 10 contains 165315 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 149865 members 
Mstep: Class 13 contains 203894 members 
Mstep: Class 14 contains 29234 members 
Mstep: Class 15 contains 173138 members 
Mstep: Class 16 contains 221316 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76569 members 
Mstep: Class 19 contains 15233 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9927 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194627776.000000 Penalty: 85071.390625
Iteration 104Q: 25 clusters Score -1.946278e+08 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 13162 members 
Mstep: Class 3 contains 4643 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 157024 members 
Mstep: Class 7 contains 161982 members 
Mstep: Class 8 contains 15646 members 
Mstep: Class 9 contains 96044 members 
Mstep: Class 10 contains 165202 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 150214 members 
Mstep: Class 13 contains 203699 members 
Mstep: Class 14 contains 30051 members 
Mstep: Class 15 contains 173289 members 
Mstep: Class 16 contains 220444 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76495 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9904 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628416.000000 Penalty: 85071.390625
Iteration 105Q: 25 clusters Score -1.946284e+08 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 156177 members 
Mstep: Class 7 contains 161839 members 
Mstep: Class 8 contains 15450 members 
Mstep: Class 9 contains 96155 members 
Mstep: Class 10 contains 165107 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 150584 members 
Mstep: Class 13 contains 203504 members 
Mstep: Class 14 contains 30843 members 
Mstep: Class 15 contains 173490 members 
Mstep: Class 16 contains 219499 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76422 members 
Mstep: Class 19 contains 15178 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9916 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194629872.000000 Penalty: 85071.390625
Iteration 106Q: 25 clusters Score -1.946299e+08 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 13239 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 155365 members 
Mstep: Class 7 contains 161803 members 
Mstep: Class 8 contains 15255 members 
Mstep: Class 9 contains 96262 members 
Mstep: Class 10 contains 165024 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 150918 members 
Mstep: Class 13 contains 203288 members 
Mstep: Class 14 contains 31613 members 
Mstep: Class 15 contains 173675 members 
Mstep: Class 16 contains 218543 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76328 members 
Mstep: Class 19 contains 15151 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9912 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194630096.000000 Penalty: 85071.390625
Iteration 107Q: 25 clusters Score -1.946301e+08 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 13281 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 154587 members 
Mstep: Class 7 contains 161766 members 
Mstep: Class 8 contains 15057 members 
Mstep: Class 9 contains 96378 members 
Mstep: Class 10 contains 164984 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 151191 members 
Mstep: Class 13 contains 202997 members 
Mstep: Class 14 contains 32415 members 
Mstep: Class 15 contains 173868 members 
Mstep: Class 16 contains 217529 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76257 members 
Mstep: Class 19 contains 15135 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9885 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194631024.000000 Penalty: 85071.390625
Iteration 108Q: 25 clusters Score -1.94631e+08 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 13317 members 
Mstep: Class 3 contains 4626 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 153731 members 
Mstep: Class 7 contains 161671 members 
Mstep: Class 8 contains 14894 members 
Mstep: Class 9 contains 96506 members 
Mstep: Class 10 contains 164969 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 151475 members 
Mstep: Class 13 contains 202707 members 
Mstep: Class 14 contains 33204 members 
Mstep: Class 15 contains 174103 members 
Mstep: Class 16 contains 216587 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76156 members 
Mstep: Class 19 contains 15099 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9876 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194632496.000000 Penalty: 85071.390625
Iteration 109Q: 25 clusters Score -1.946325e+08 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 13372 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 152790 members 
Mstep: Class 7 contains 161534 members 
Mstep: Class 8 contains 14717 members 
Mstep: Class 9 contains 96574 members 
Mstep: Class 10 contains 164953 members 
Mstep: Class 11 contains 7384 members 
Mstep: Class 12 contains 151762 members 
Mstep: Class 13 contains 202402 members 
Mstep: Class 14 contains 34035 members 
Mstep: Class 15 contains 174304 members 
Mstep: Class 16 contains 215636 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76055 members 
Mstep: Class 19 contains 15096 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9888 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633712.000000 Penalty: 85071.390625
Iteration 110Q: 25 clusters Score -1.946337e+08 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 104980 members 
Mstep: Class 2 contains 13407 members 
Mstep: Class 3 contains 4602 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 151852 members 
Mstep: Class 7 contains 161334 members 
Mstep: Class 8 contains 14534 members 
Mstep: Class 9 contains 96627 members 
Mstep: Class 10 contains 164883 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 152079 members 
Mstep: Class 13 contains 202214 members 
Mstep: Class 14 contains 34833 members 
Mstep: Class 15 contains 174482 members 
Mstep: Class 16 contains 214740 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 75941 members 
Mstep: Class 19 contains 15075 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9900 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634624.000000 Penalty: 85071.390625
Iteration 111Q: 25 clusters Score -1.946346e+08 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 13437 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 150864 members 
Mstep: Class 7 contains 161141 members 
Mstep: Class 8 contains 14300 members 
Mstep: Class 9 contains 96704 members 
Mstep: Class 10 contains 164790 members 
Mstep: Class 11 contains 7372 members 
Mstep: Class 12 contains 152398 members 
Mstep: Class 13 contains 201969 members 
Mstep: Class 14 contains 35652 members 
Mstep: Class 15 contains 174703 members 
Mstep: Class 16 contains 213851 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 75830 members 
Mstep: Class 19 contains 15071 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2532 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9914 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636208.000000 Penalty: 85071.390625
Iteration 112Q: 25 clusters Score -1.946362e+08 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 13454 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 149855 members 
Mstep: Class 7 contains 160985 members 
Mstep: Class 8 contains 14095 members 
Mstep: Class 9 contains 96756 members 
Mstep: Class 10 contains 164679 members 
Mstep: Class 11 contains 7358 members 
Mstep: Class 12 contains 152684 members 
Mstep: Class 13 contains 201695 members 
Mstep: Class 14 contains 36545 members 
Mstep: Class 15 contains 174927 members 
Mstep: Class 16 contains 212912 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 75735 members 
Mstep: Class 19 contains 15053 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9928 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637904.000000 Penalty: 85071.390625
Iteration 113Q: 25 clusters Score -1.946379e+08 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 13466 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 1349 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 148896 members 
Mstep: Class 7 contains 160807 members 
Mstep: Class 8 contains 13917 members 
Mstep: Class 9 contains 96817 members 
Mstep: Class 10 contains 164557 members 
Mstep: Class 11 contains 7343 members 
Mstep: Class 12 contains 152918 members 
Mstep: Class 13 contains 201323 members 
Mstep: Class 14 contains 37431 members 
Mstep: Class 15 contains 175238 members 
Mstep: Class 16 contains 212032 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 75658 members 
Mstep: Class 19 contains 15045 members 
Mstep: Class 20 contains 1337 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9922 members 
Mstep: Class 24 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638160.000000 Penalty: 85071.390625
Iteration 114Q: 25 clusters Score -1.946382e+08 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110357 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 147751 members 
Mstep: Class 7 contains 160680 members 
Mstep: Class 8 contains 13723 members 
Mstep: Class 9 contains 96831 members 
Mstep: Class 10 contains 164438 members 
Mstep: Class 11 contains 7342 members 
Mstep: Class 12 contains 153159 members 
Mstep: Class 13 contains 200975 members 
Mstep: Class 14 contains 38333 members 
Mstep: Class 15 contains 175522 members 
Mstep: Class 16 contains 211197 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75564 members 
Mstep: Class 19 contains 15037 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2537 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9911 members 
Mstep: Class 24 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639120.000000 Penalty: 85071.390625
Iteration 115Q: 25 clusters Score -1.946391e+08 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111758 members 
Mstep: Class 2 contains 13506 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 146636 members 
Mstep: Class 7 contains 160589 members 
Mstep: Class 8 contains 13523 members 
Mstep: Class 9 contains 96867 members 
Mstep: Class 10 contains 164315 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 12 contains 153427 members 
Mstep: Class 13 contains 200597 members 
Mstep: Class 14 contains 39255 members 
Mstep: Class 15 contains 175698 members 
Mstep: Class 16 contains 210379 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75483 members 
Mstep: Class 19 contains 15034 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9906 members 
Mstep: Class 24 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640704.000000 Penalty: 85071.390625
Iteration 116Q: 25 clusters Score -1.946407e+08 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 13523 members 
Mstep: Class 3 contains 4556 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 145674 members 
Mstep: Class 7 contains 160482 members 
Mstep: Class 8 contains 13318 members 
Mstep: Class 9 contains 96880 members 
Mstep: Class 10 contains 164220 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 153606 members 
Mstep: Class 13 contains 200321 members 
Mstep: Class 14 contains 40206 members 
Mstep: Class 15 contains 175843 members 
Mstep: Class 16 contains 209570 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75395 members 
Mstep: Class 19 contains 15028 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2549 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9913 members 
Mstep: Class 24 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194642512.000000 Penalty: 85071.390625
Iteration 117Q: 25 clusters Score -1.946425e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 13534 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 144834 members 
Mstep: Class 7 contains 160358 members 
Mstep: Class 8 contains 13088 members 
Mstep: Class 9 contains 96912 members 
Mstep: Class 10 contains 164119 members 
Mstep: Class 11 contains 7321 members 
Mstep: Class 12 contains 153857 members 
Mstep: Class 13 contains 199993 members 
Mstep: Class 14 contains 41257 members 
Mstep: Class 15 contains 176019 members 
Mstep: Class 16 contains 208608 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75338 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9909 members 
Mstep: Class 24 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643904.000000 Penalty: 85071.390625
Iteration 118Q: 25 clusters Score -1.946439e+08 nChanged 8945
Entering ConstructFrom: 
Score: -194643904.000000 Penalty: 85071.390625
Entering ConstructFrom: 
Trying to split cluster 1 (115217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115217 members 
Entering Unmasked Estep 
Score: -14368086.000000 Penalty: 2890.333984
	Iteration 0F: 2 clusters Score -1.436809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57579 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -14291077.000000 Penalty: 5780.667969
	Iteration 0F: 3 clusters Score -1.429108e+07 nChanged 54729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -14322246.000000 Penalty: 5780.667969
	Iteration 1F: 3 clusters Score -1.432225e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -14323469.000000 Penalty: 5780.667969
	Iteration 2Q: 3 clusters Score -1.432347e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -14325241.000000 Penalty: 5780.667969
	Iteration 3Q: 3 clusters Score -1.432524e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -14328067.000000 Penalty: 5780.667969
	Iteration 4Q: 3 clusters Score -1.432807e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -14332277.000000 Penalty: 5780.667969
	Iteration 5F: 3 clusters Score -1.433228e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -14338241.000000 Penalty: 5780.667969
	Iteration 6F: 3 clusters Score -1.433824e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -14345243.000000 Penalty: 5780.667969
	Iteration 7F: 3 clusters Score -1.434524e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -14351396.000000 Penalty: 5780.667969
	Iteration 8F: 3 clusters Score -1.43514e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -14355598.000000 Penalty: 5780.667969
	Iteration 9F: 3 clusters Score -1.43556e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -14357514.000000 Penalty: 5780.667969
	Iteration 10Q: 3 clusters Score -1.435751e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -14358306.000000 Penalty: 5780.667969
	Iteration 11Q: 3 clusters Score -1.435831e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -14358672.000000 Penalty: 5780.667969
	Iteration 12Q: 3 clusters Score -1.435867e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -14359006.000000 Penalty: 5780.667969
	Iteration 13Q: 3 clusters Score -1.435901e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 85406 members 
Entering Unmasked Estep 
Score: -14359390.000000 Penalty: 5780.667969
	Iteration 14Q: 3 clusters Score -1.435939e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -14359715.000000 Penalty: 5780.667969
	Iteration 15Q: 3 clusters Score -1.435972e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -14360097.000000 Penalty: 5780.667969
	Iteration 16Q: 3 clusters Score -1.43601e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 89366 members 
Entering Unmasked Estep 
Score: -14360434.000000 Penalty: 5780.667969
	Iteration 17Q: 3 clusters Score -1.436043e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -14360689.000000 Penalty: 5780.667969
	Iteration 18Q: 3 clusters Score -1.436069e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -14360966.000000 Penalty: 5780.667969
	Iteration 19Q: 3 clusters Score -1.436097e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -14361279.000000 Penalty: 5780.667969
	Iteration 20F: 3 clusters Score -1.436128e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -14361616.000000 Penalty: 5780.667969
	Iteration 21Q: 3 clusters Score -1.436162e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -14361861.000000 Penalty: 5780.667969
	Iteration 22Q: 3 clusters Score -1.436186e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -14362129.000000 Penalty: 5780.667969
	Iteration 23Q: 3 clusters Score -1.436213e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -14362434.000000 Penalty: 5780.667969
	Iteration 24Q: 3 clusters Score -1.436243e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 98782 members 
Entering Unmasked Estep 
Score: -14362682.000000 Penalty: 5780.667969
	Iteration 25Q: 3 clusters Score -1.436268e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -14363012.000000 Penalty: 5780.667969
	Iteration 26Q: 3 clusters Score -1.436301e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -14363207.000000 Penalty: 5780.667969
	Iteration 27Q: 3 clusters Score -1.436321e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -14363445.000000 Penalty: 5780.667969
	Iteration 28Q: 3 clusters Score -1.436344e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 102500 members 
Entering Unmasked Estep 
Score: -14363641.000000 Penalty: 5780.667969
	Iteration 29Q: 3 clusters Score -1.436364e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -14363937.000000 Penalty: 5780.667969
	Iteration 30Q: 3 clusters Score -1.436394e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -14364047.000000 Penalty: 5780.667969
	Iteration 31Q: 3 clusters Score -1.436405e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -14364223.000000 Penalty: 5780.667969
	Iteration 32Q: 3 clusters Score -1.436422e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -14364414.000000 Penalty: 5780.667969
	Iteration 33Q: 3 clusters Score -1.436441e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -14364563.000000 Penalty: 5780.667969
	Iteration 34Q: 3 clusters Score -1.436456e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 106705 members 
Entering Unmasked Estep 
Score: -14364687.000000 Penalty: 5780.667969
	Iteration 35Q: 3 clusters Score -1.436469e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -14364820.000000 Penalty: 5780.667969
	Iteration 36Q: 3 clusters Score -1.436482e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -14364957.000000 Penalty: 5780.667969
	Iteration 37Q: 3 clusters Score -1.436496e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 108268 members 
Entering Unmasked Estep 
Score: -14365055.000000 Penalty: 5780.667969
	Iteration 38Q: 3 clusters Score -1.436506e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -14365152.000000 Penalty: 5780.667969
	Iteration 39Q: 3 clusters Score -1.436515e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -14365264.000000 Penalty: 5780.667969
	Iteration 40F: 3 clusters Score -1.436526e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -14365365.000000 Penalty: 5780.667969
	Iteration 41Q: 3 clusters Score -1.436536e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 109856 members 
Entering Unmasked Estep 
Score: -14365434.000000 Penalty: 5780.667969
	Iteration 42Q: 3 clusters Score -1.436543e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -14365531.000000 Penalty: 5780.667969
	Iteration 43Q: 3 clusters Score -1.436553e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 110521 members 
Entering Unmasked Estep 
Score: -14365595.000000 Penalty: 5780.667969
	Iteration 44Q: 3 clusters Score -1.43656e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -14365665.000000 Penalty: 5780.667969
	Iteration 45Q: 3 clusters Score -1.436566e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -14365753.000000 Penalty: 5780.667969
	Iteration 46Q: 3 clusters Score -1.436575e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -14365842.000000 Penalty: 5780.667969
	Iteration 47Q: 3 clusters Score -1.436584e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 111454 members 
Entering Unmasked Estep 
Score: -14365891.000000 Penalty: 5780.667969
	Iteration 48Q: 3 clusters Score -1.436589e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 111625 members 
Entering Unmasked Estep 
Score: -14365927.000000 Penalty: 5780.667969
	Iteration 49Q: 3 clusters Score -1.436593e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -14365948.000000 Penalty: 5780.667969
	Iteration 50Q: 3 clusters Score -1.436595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -14365977.000000 Penalty: 5780.667969
	Iteration 51Q: 3 clusters Score -1.436598e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 111998 members 
Entering Unmasked Estep 
Score: -14365981.000000 Penalty: 5780.667969
	Iteration 52Q: 3 clusters Score -1.436598e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 112092 members 
Entering Unmasked Estep 
Score: -14365999.000000 Penalty: 5780.667969
	Iteration 53Q: 3 clusters Score -1.4366e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -14366018.000000 Penalty: 5780.667969
	Iteration 54Q: 3 clusters Score -1.436602e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -14366035.000000 Penalty: 5780.667969
	Iteration 55Q: 3 clusters Score -1.436604e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -14366040.000000 Penalty: 5780.667969
	Iteration 56Q: 3 clusters Score -1.436604e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -14366069.000000 Penalty: 5780.667969
	Iteration 57Q: 3 clusters Score -1.436607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -14366055.000000 Penalty: 5780.667969
	Iteration 58Q: 3 clusters Score -1.436606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -14366061.000000 Penalty: 5780.667969
	Iteration 59Q: 3 clusters Score -1.436606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -14366094.000000 Penalty: 5780.667969
	Iteration 60F: 3 clusters Score -1.436609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 112413 members 
Entering Unmasked Estep 
Score: -14366099.000000 Penalty: 5780.667969
	Iteration 61Q: 3 clusters Score -1.43661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 112426 members 
Entering Unmasked Estep 
Score: -14366091.000000 Penalty: 5780.667969
	Iteration 62Q: 3 clusters Score -1.436609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -14366091.000000 Penalty: 5780.667969
	Iteration 63Q: 3 clusters Score -1.436609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 112454 members 
Entering Unmasked Estep 
Score: -14366092.000000 Penalty: 5780.667969
	Iteration 64Q: 3 clusters Score -1.436609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 112462 members 
Entering Unmasked Estep 
Score: -14366074.000000 Penalty: 5780.667969
	Iteration 65Q: 3 clusters Score -1.436607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -14366079.000000 Penalty: 5780.667969
	Iteration 66Q: 3 clusters Score -1.436608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -14366072.000000 Penalty: 5780.667969
	Iteration 67Q: 3 clusters Score -1.436607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -14366089.000000 Penalty: 5780.667969
	Iteration 68Q: 3 clusters Score -1.436609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -14366084.000000 Penalty: 5780.667969
	Iteration 69Q: 3 clusters Score -1.436608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -14366091.000000 Penalty: 5780.667969
	Iteration 70Q: 3 clusters Score -1.436609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -14366080.000000 Penalty: 5780.667969
	Iteration 71Q: 3 clusters Score -1.436608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 112489 members 
Entering Unmasked Estep 
Score: -14366073.000000 Penalty: 5780.667969
	Iteration 72Q: 3 clusters Score -1.436607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 112493 members 
Entering Unmasked Estep 
Score: -14366080.000000 Penalty: 5780.667969
	Iteration 73Q: 3 clusters Score -1.436608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 112502 members 
Entering Unmasked Estep 
Score: -14366077.000000 Penalty: 5780.667969
	Iteration 74Q: 3 clusters Score -1.436608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 112516 members 
Entering Unmasked Estep 
Score: -14366099.000000 Penalty: 5780.667969
	Iteration 75Q: 3 clusters Score -1.43661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 112535 members 
Entering Unmasked Estep 
Score: -14366096.000000 Penalty: 5780.667969
	Iteration 76Q: 3 clusters Score -1.43661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
Score: -14366103.000000 Penalty: 5780.667969
	Iteration 77Q: 3 clusters Score -1.43661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 112564 members 
Entering Unmasked Estep 
Score: -14366089.000000 Penalty: 5780.667969
	Iteration 78Q: 3 clusters Score -1.436609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -14366083.000000 Penalty: 5780.667969
	Iteration 79Q: 3 clusters Score -1.436608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 112582 members 
Entering Unmasked Estep 
Score: -14366090.000000 Penalty: 5780.667969
	Iteration 80F: 3 clusters Score -1.436609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -14366107.000000 Penalty: 5780.667969
	Iteration 81Q: 3 clusters Score -1.436611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -14366102.000000 Penalty: 5780.667969
	Iteration 82Q: 3 clusters Score -1.43661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 112598 members 
Entering Unmasked Estep 
Score: -14366103.000000 Penalty: 5780.667969
	Iteration 83Q: 3 clusters Score -1.43661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 112602 members 
Entering Unmasked Estep 
Score: -14366096.000000 Penalty: 5780.667969
	Iteration 84Q: 3 clusters Score -1.43661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -14366085.000000 Penalty: 5780.667969
	Iteration 85Q: 3 clusters Score -1.436608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -14366081.000000 Penalty: 5780.667969
	Iteration 86Q: 3 clusters Score -1.436608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
Score: -14366089.000000 Penalty: 5780.667969
	Iteration 87Q: 3 clusters Score -1.436609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -14366086.000000 Penalty: 5780.667969
	Iteration 88Q: 3 clusters Score -1.436609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 112621 members 
Entering Unmasked Estep 
Score: -14366087.000000 Penalty: 5780.667969
	Iteration 89Q: 3 clusters Score -1.436609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -14366077.000000 Penalty: 5780.667969
	Iteration 90Q: 3 clusters Score -1.436608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -14366076.000000 Penalty: 5780.667969
	Iteration 91Q: 3 clusters Score -1.436608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 112632 members 
Entering Unmasked Estep 
Score: -14366094.000000 Penalty: 5780.667969
	Iteration 92Q: 3 clusters Score -1.436609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -14366085.000000 Penalty: 5780.667969
	Iteration 93Q: 3 clusters Score -1.436608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -14366077.000000 Penalty: 5780.667969
	Iteration 94Q: 3 clusters Score -1.436608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -14366070.000000 Penalty: 5780.667969
	Iteration 95Q: 3 clusters Score -1.436607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 112674 members 
Entering Unmasked Estep 
Score: -14366082.000000 Penalty: 5780.667969
	Iteration 96Q: 3 clusters Score -1.436608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 112684 members 
Entering Unmasked Estep 
Score: -14366079.000000 Penalty: 5780.667969
	Iteration 97Q: 3 clusters Score -1.436608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -14366091.000000 Penalty: 5780.667969
	Iteration 98Q: 3 clusters Score -1.436609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 112703 members 
Entering Unmasked Estep 
Score: -14366080.000000 Penalty: 5780.667969
	Iteration 99Q: 3 clusters Score -1.436608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 112714 members 
Entering Unmasked Estep 
Score: -14366092.000000 Penalty: 5780.667969
	Iteration 100F: 3 clusters Score -1.436609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 112723 members 
Entering Unmasked Estep 
Score: -14366097.000000 Penalty: 5780.667969
	Iteration 101Q: 3 clusters Score -1.43661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -14366076.000000 Penalty: 5780.667969
	Iteration 102Q: 3 clusters Score -1.436608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 112735 members 
Entering Unmasked Estep 
Score: -14366083.000000 Penalty: 5780.667969
	Iteration 103Q: 3 clusters Score -1.436608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 112741 members 
Entering Unmasked Estep 
Score: -14366093.000000 Penalty: 5780.667969
	Iteration 104Q: 3 clusters Score -1.436609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -14366095.000000 Penalty: 5780.667969
	Iteration 105Q: 3 clusters Score -1.43661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 112757 members 
Entering Unmasked Estep 
Score: -14366095.000000 Penalty: 5780.667969
	Iteration 106Q: 3 clusters Score -1.43661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 112760 members 
Entering Unmasked Estep 
Score: -14366097.000000 Penalty: 5780.667969
	Iteration 107Q: 3 clusters Score -1.43661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 112762 members 
Entering Unmasked Estep 
Score: -14366093.000000 Penalty: 5780.667969
	Iteration 108Q: 3 clusters Score -1.436609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -14366095.000000 Penalty: 5780.667969
	Iteration 109Q: 3 clusters Score -1.43661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -14366098.000000 Penalty: 5780.667969
	Iteration 110Q: 3 clusters Score -1.43661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 112770 members 
Entering Unmasked Estep 
Score: -14366099.000000 Penalty: 5780.667969
	Iteration 111Q: 3 clusters Score -1.43661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -14366083.000000 Penalty: 5780.667969
	Iteration 112Q: 3 clusters Score -1.436608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 112777 members 
Entering Unmasked Estep 
Score: -14366081.000000 Penalty: 5780.667969
	Iteration 113Q: 3 clusters Score -1.436608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -14366089.000000 Penalty: 5780.667969
	Iteration 114Q: 3 clusters Score -1.436609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -14366101.000000 Penalty: 5780.667969
	Iteration 115Q: 3 clusters Score -1.43661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -14366097.000000 Penalty: 5780.667969
	Iteration 116Q: 3 clusters Score -1.43661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 112785 members 
Entering Unmasked Estep 
Score: -14366100.000000 Penalty: 5780.667969
	Iteration 117Q: 3 clusters Score -1.43661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -14366088.000000 Penalty: 5780.667969
	Iteration 118Q: 3 clusters Score -1.436609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 112794 members 
Entering Unmasked Estep 
Score: -14366098.000000 Penalty: 5780.667969
	Iteration 119Q: 3 clusters Score -1.43661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 112798 members 
Entering Unmasked Estep 
Score: -14366094.000000 Penalty: 5780.667969
	Iteration 120F: 3 clusters Score -1.436609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 112804 members 
Entering Unmasked Estep 
Score: -14366089.000000 Penalty: 5780.667969
	Iteration 121Q: 3 clusters Score -1.436609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 112810 members 
Entering Unmasked Estep 
Score: -14366082.000000 Penalty: 5780.667969
	Iteration 122Q: 3 clusters Score -1.436608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -14366098.000000 Penalty: 5780.667969
	Iteration 123Q: 3 clusters Score -1.43661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 112818 members 
Entering Unmasked Estep 
Score: -14366096.000000 Penalty: 5780.667969
	Iteration 124Q: 3 clusters Score -1.43661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -14366097.000000 Penalty: 5780.667969
	Iteration 125Q: 3 clusters Score -1.43661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 112830 members 
Entering Unmasked Estep 
Score: -14366086.000000 Penalty: 5780.667969
	Iteration 126Q: 3 clusters Score -1.436609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -14366084.000000 Penalty: 5780.667969
	Iteration 127Q: 3 clusters Score -1.436608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
Score: -14366082.000000 Penalty: 5780.667969
	Iteration 128Q: 3 clusters Score -1.436608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -14366093.000000 Penalty: 5780.667969
	Iteration 129Q: 3 clusters Score -1.436609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -14366094.000000 Penalty: 5780.667969
	Iteration 130Q: 3 clusters Score -1.436609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 112849 members 
Entering Unmasked Estep 
Score: -14366109.000000 Penalty: 5780.667969
	Iteration 131Q: 3 clusters Score -1.436611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 112852 members 
Entering Unmasked Estep 
Score: -14366114.000000 Penalty: 5780.667969
	Iteration 132Q: 3 clusters Score -1.436611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -14366115.000000 Penalty: 5780.667969
	Iteration 133Q: 3 clusters Score -1.436612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -14366119.000000 Penalty: 5780.667969
	Iteration 134Q: 3 clusters Score -1.436612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 112859 members 
Entering Unmasked Estep 
Score: -14366103.000000 Penalty: 5780.667969
	Iteration 135Q: 3 clusters Score -1.43661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 112861 members 
Entering Unmasked Estep 
Score: -14366119.000000 Penalty: 5780.667969
	Iteration 136Q: 3 clusters Score -1.436612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -14366116.000000 Penalty: 5780.667969
	Iteration 137Q: 3 clusters Score -1.436612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -14366121.000000 Penalty: 5780.667969
	Iteration 138Q: 3 clusters Score -1.436612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -14366121.000000 Penalty: 5780.667969
	Iteration 139F: 3 clusters Score -1.436612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Entering Unmasked Estep 
Score: -1639420.375000 Penalty: 2359.305664
	Iteration 0F: 2 clusters Score -1639420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1629551.375000 Penalty: 4718.611328
	Iteration 0F: 3 clusters Score -1629551 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1632534.875000 Penalty: 4718.611328
	Iteration 1F: 3 clusters Score -1632535 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1632845.125000 Penalty: 4718.611328
	Iteration 2F: 3 clusters Score -1632845 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1633101.875000 Penalty: 4718.611328
	Iteration 3Q: 3 clusters Score -1633102 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1633369.125000 Penalty: 4718.611328
	Iteration 4Q: 3 clusters Score -1633369 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1633672.500000 Penalty: 4718.611328
	Iteration 5Q: 3 clusters Score -1633672 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1634041.500000 Penalty: 4718.611328
	Iteration 6Q: 3 clusters Score -1634042 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1634531.875000 Penalty: 4718.611328
	Iteration 7F: 3 clusters Score -1634532 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1635173.250000 Penalty: 4718.611328
	Iteration 8F: 3 clusters Score -1635173 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1635867.750000 Penalty: 4718.611328
	Iteration 9F: 3 clusters Score -1635868 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1636421.000000 Penalty: 4718.611328
	Iteration 10Q: 3 clusters Score -1636421 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1636863.750000 Penalty: 4718.611328
	Iteration 11Q: 3 clusters Score -1636864 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1637145.250000 Penalty: 4718.611328
	Iteration 12Q: 3 clusters Score -1637145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1637371.750000 Penalty: 4718.611328
	Iteration 13Q: 3 clusters Score -1637372 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1637518.125000 Penalty: 4718.611328
	Iteration 14Q: 3 clusters Score -1637518 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1637650.375000 Penalty: 4718.611328
	Iteration 15Q: 3 clusters Score -1637650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1637761.375000 Penalty: 4718.611328
	Iteration 16Q: 3 clusters Score -1637761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1637827.250000 Penalty: 4718.611328
	Iteration 17Q: 3 clusters Score -1637827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1637893.625000 Penalty: 4718.611328
	Iteration 18Q: 3 clusters Score -1637894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1637937.250000 Penalty: 4718.611328
	Iteration 19Q: 3 clusters Score -1637937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1637964.000000 Penalty: 4718.611328
	Iteration 20F: 3 clusters Score -1637964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1637974.125000 Penalty: 4718.611328
	Iteration 21Q: 3 clusters Score -1637974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1637988.625000 Penalty: 4718.611328
	Iteration 22Q: 3 clusters Score -1637989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1637999.125000 Penalty: 4718.611328
	Iteration 23Q: 3 clusters Score -1637999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1638004.500000 Penalty: 4718.611328
	Iteration 24Q: 3 clusters Score -1638004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1638008.250000 Penalty: 4718.611328
	Iteration 25Q: 3 clusters Score -1638008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1638008.625000 Penalty: 4718.611328
	Iteration 26Q: 3 clusters Score -1638009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1638012.375000 Penalty: 4718.611328
	Iteration 27Q: 3 clusters Score -1638012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1638013.625000 Penalty: 4718.611328
	Iteration 28Q: 3 clusters Score -1638014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1638016.250000 Penalty: 4718.611328
	Iteration 29Q: 3 clusters Score -1638016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1638015.000000 Penalty: 4718.611328
	Iteration 30Q: 3 clusters Score -1638015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1638015.000000 Penalty: 4718.611328
	Iteration 31F: 3 clusters Score -1638015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -550438.500000 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -550438.5 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 2253 members 
Entering Unmasked Estep 
Score: -546213.312500 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -546213.3 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -547227.062500 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -547227.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -547415.125000 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -547415.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -547544.187500 Penalty: 4177.531250
	Iteration 3Q: 3 clusters Score -547544.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -547642.250000 Penalty: 4177.531250
	Iteration 4Q: 3 clusters Score -547642.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -547730.687500 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -547730.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -547847.312500 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -547847.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -547966.687500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -547966.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -548073.062500 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -548073.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -548166.062500 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -548166.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -548278.625000 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -548278.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -548393.937500 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -548393.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -548500.187500 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -548500.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -548574.500000 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -548574.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -548628.625000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -548628.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -548664.812500 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -548664.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -548689.687500 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -548689.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -548703.937500 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -548703.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -548716.937500 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -548716.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -548725.125000 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -548725.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -548730.875000 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -548730.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -548734.312500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -548734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -548737.000000 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -548737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -548739.937500 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -548739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -548743.312500 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -548743.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -548744.187500 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -548744.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -548745.937500 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -548745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -548746.125000 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -548746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -548749.125000 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -548749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -548750.062500 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -548750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -548749.812500 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -548749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -548751.437500 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -548751.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -548753.312500 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -548753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -548754.500000 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -548754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -548754.375000 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -548754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -548755.187500 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -548755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -548755.187500 Penalty: 4177.531250
	Iteration 36F: 3 clusters Score -548755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -161088.015625 Penalty: 1786.444580
	Iteration 0F: 2 clusters Score -161088 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 673 members 
Entering Unmasked Estep 
Score: -158918.296875 Penalty: 3572.889160
	Iteration 0F: 3 clusters Score -158918.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159224.000000 Penalty: 3572.889160
	Iteration 1F: 3 clusters Score -159224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159304.781250 Penalty: 3572.889160
	Iteration 2F: 3 clusters Score -159304.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159352.062500 Penalty: 3572.889160
	Iteration 3Q: 3 clusters Score -159352.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159385.515625 Penalty: 3572.889160
	Iteration 4Q: 3 clusters Score -159385.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159403.578125 Penalty: 3572.889160
	Iteration 5Q: 3 clusters Score -159403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -159412.312500 Penalty: 3572.889160
	Iteration 6Q: 3 clusters Score -159412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -159414.843750 Penalty: 3572.889160
	Iteration 7Q: 3 clusters Score -159414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -159416.265625 Penalty: 3572.889160
	Iteration 8Q: 3 clusters Score -159416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159418.406250 Penalty: 3572.889160
	Iteration 9Q: 3 clusters Score -159418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -159422.187500 Penalty: 3572.889160
	Iteration 10Q: 3 clusters Score -159422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -159423.218750 Penalty: 3572.889160
	Iteration 11Q: 3 clusters Score -159423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159425.421875 Penalty: 3572.889160
	Iteration 12Q: 3 clusters Score -159425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -159426.500000 Penalty: 3572.889160
	Iteration 13Q: 3 clusters Score -159426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159427.156250 Penalty: 3572.889160
	Iteration 14Q: 3 clusters Score -159427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159427.156250 Penalty: 3572.889160
	Iteration 15F: 3 clusters Score -159427.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -556781.375000 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -556781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -552354.812500 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -552354.8 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -553437.375000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -553437.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -553727.812500 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -553727.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -553984.312500 Penalty: 4205.621582
	Iteration 3F: 3 clusters Score -553984.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -554244.000000 Penalty: 4205.621582
	Iteration 4F: 3 clusters Score -554244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -554459.125000 Penalty: 4205.621582
	Iteration 5F: 3 clusters Score -554459.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -554614.687500 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -554614.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -554757.125000 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -554757.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -554867.437500 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -554867.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -554969.937500 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -554969.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -555059.062500 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -555059.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -555118.125000 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -555118.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -555156.687500 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -555156.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -555180.437500 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -555180.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -555203.062500 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -555203.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -555229.187500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -555229.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -555252.687500 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -555252.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -555266.062500 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -555266.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -555281.187500 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -555281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -555288.750000 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -555288.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -555298.312500 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -555298.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -555306.812500 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -555306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -555316.250000 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -555316.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -555325.187500 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -555325.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -555335.562500 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -555335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -555343.750000 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -555343.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -555351.562500 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -555351.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -555358.687500 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -555358.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -555361.937500 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -555361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -555366.125000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -555366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -555369.812500 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -555369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -555374.812500 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -555374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -555378.937500 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -555378.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -555384.812500 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -555384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -555389.625000 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -555389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -555397.625000 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -555397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -555402.000000 Penalty: 4205.621582
	Iteration 36Q: 3 clusters Score -555402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -555411.000000 Penalty: 4205.621582
	Iteration 37Q: 3 clusters Score -555411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -555418.437500 Penalty: 4205.621582
	Iteration 38Q: 3 clusters Score -555418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -555424.375000 Penalty: 4205.621582
	Iteration 39Q: 3 clusters Score -555424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -555427.562500 Penalty: 4205.621582
	Iteration 40F: 3 clusters Score -555427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -555429.812500 Penalty: 4205.621582
	Iteration 41Q: 3 clusters Score -555429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -555433.250000 Penalty: 4205.621582
	Iteration 42Q: 3 clusters Score -555433.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -555434.812500 Penalty: 4205.621582
	Iteration 43Q: 3 clusters Score -555434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -555437.562500 Penalty: 4205.621582
	Iteration 44Q: 3 clusters Score -555437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -555439.812500 Penalty: 4205.621582
	Iteration 45Q: 3 clusters Score -555439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -555439.875000 Penalty: 4205.621582
	Iteration 46Q: 3 clusters Score -555439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -555439.875000 Penalty: 4205.621582
	Iteration 47F: 3 clusters Score -555439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (144026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144026 members 
Entering Unmasked Estep 
Score: -17813762.000000 Penalty: 2945.681885
	Iteration 0F: 2 clusters Score -1.781376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -17717274.000000 Penalty: 5891.363770
	Iteration 0F: 3 clusters Score -1.771727e+07 nChanged 68868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -17757688.000000 Penalty: 5891.363770
	Iteration 1F: 3 clusters Score -1.775769e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -17759320.000000 Penalty: 5891.363770
	Iteration 2Q: 3 clusters Score -1.775932e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -17761648.000000 Penalty: 5891.363770
	Iteration 3Q: 3 clusters Score -1.776165e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -17765054.000000 Penalty: 5891.363770
	Iteration 4Q: 3 clusters Score -1.776505e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -17769650.000000 Penalty: 5891.363770
	Iteration 5F: 3 clusters Score -1.776965e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -17775196.000000 Penalty: 5891.363770
	Iteration 6F: 3 clusters Score -1.77752e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -17782490.000000 Penalty: 5891.363770
	Iteration 7F: 3 clusters Score -1.778249e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -17789902.000000 Penalty: 5891.363770
	Iteration 8F: 3 clusters Score -1.77899e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -17794614.000000 Penalty: 5891.363770
	Iteration 9F: 3 clusters Score -1.779461e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -17796622.000000 Penalty: 5891.363770
	Iteration 10Q: 3 clusters Score -1.779662e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -17797380.000000 Penalty: 5891.363770
	Iteration 11Q: 3 clusters Score -1.779738e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -17797838.000000 Penalty: 5891.363770
	Iteration 12Q: 3 clusters Score -1.779784e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -17798192.000000 Penalty: 5891.363770
	Iteration 13Q: 3 clusters Score -1.779819e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -17798534.000000 Penalty: 5891.363770
	Iteration 14Q: 3 clusters Score -1.779853e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -17798830.000000 Penalty: 5891.363770
	Iteration 15Q: 3 clusters Score -1.779883e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -17799086.000000 Penalty: 5891.363770
	Iteration 16Q: 3 clusters Score -1.779909e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87556 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -17799370.000000 Penalty: 5891.363770
	Iteration 17Q: 3 clusters Score -1.779937e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -17799564.000000 Penalty: 5891.363770
	Iteration 18Q: 3 clusters Score -1.779956e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -17799890.000000 Penalty: 5891.363770
	Iteration 19Q: 3 clusters Score -1.779989e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -17800306.000000 Penalty: 5891.363770
	Iteration 20F: 3 clusters Score -1.780031e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -17800616.000000 Penalty: 5891.363770
	Iteration 21Q: 3 clusters Score -1.780062e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -17801002.000000 Penalty: 5891.363770
	Iteration 22Q: 3 clusters Score -1.7801e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -17801194.000000 Penalty: 5891.363770
	Iteration 23Q: 3 clusters Score -1.780119e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -17801440.000000 Penalty: 5891.363770
	Iteration 24Q: 3 clusters Score -1.780144e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -17801780.000000 Penalty: 5891.363770
	Iteration 25Q: 3 clusters Score -1.780178e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -17802230.000000 Penalty: 5891.363770
	Iteration 26Q: 3 clusters Score -1.780223e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -17802578.000000 Penalty: 5891.363770
	Iteration 27Q: 3 clusters Score -1.780258e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -17802870.000000 Penalty: 5891.363770
	Iteration 28Q: 3 clusters Score -1.780287e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -17803286.000000 Penalty: 5891.363770
	Iteration 29Q: 3 clusters Score -1.780329e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -17803778.000000 Penalty: 5891.363770
	Iteration 30Q: 3 clusters Score -1.780378e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -17804338.000000 Penalty: 5891.363770
	Iteration 31Q: 3 clusters Score -1.780434e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112387 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -17804792.000000 Penalty: 5891.363770
	Iteration 32Q: 3 clusters Score -1.780479e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -17805316.000000 Penalty: 5891.363770
	Iteration 33Q: 3 clusters Score -1.780532e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -17805718.000000 Penalty: 5891.363770
	Iteration 34Q: 3 clusters Score -1.780572e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117693 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -17806236.000000 Penalty: 5891.363770
	Iteration 35Q: 3 clusters Score -1.780624e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119379 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -17806682.000000 Penalty: 5891.363770
	Iteration 36Q: 3 clusters Score -1.780668e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -17807132.000000 Penalty: 5891.363770
	Iteration 37Q: 3 clusters Score -1.780713e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122636 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -17807548.000000 Penalty: 5891.363770
	Iteration 38Q: 3 clusters Score -1.780755e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -17807996.000000 Penalty: 5891.363770
	Iteration 39Q: 3 clusters Score -1.7808e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -17808516.000000 Penalty: 5891.363770
	Iteration 40F: 3 clusters Score -1.780852e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127014 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -17809042.000000 Penalty: 5891.363770
	Iteration 41Q: 3 clusters Score -1.780904e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -17809388.000000 Penalty: 5891.363770
	Iteration 42Q: 3 clusters Score -1.780939e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -17809734.000000 Penalty: 5891.363770
	Iteration 43Q: 3 clusters Score -1.780973e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130611 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -17810116.000000 Penalty: 5891.363770
	Iteration 44Q: 3 clusters Score -1.781012e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -17810376.000000 Penalty: 5891.363770
	Iteration 45Q: 3 clusters Score -1.781038e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132635 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -17810606.000000 Penalty: 5891.363770
	Iteration 46Q: 3 clusters Score -1.781061e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133526 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -17810934.000000 Penalty: 5891.363770
	Iteration 47Q: 3 clusters Score -1.781093e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134329 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -17811164.000000 Penalty: 5891.363770
	Iteration 48Q: 3 clusters Score -1.781116e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -17811352.000000 Penalty: 5891.363770
	Iteration 49Q: 3 clusters Score -1.781135e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -17811526.000000 Penalty: 5891.363770
	Iteration 50Q: 3 clusters Score -1.781153e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -17811752.000000 Penalty: 5891.363770
	Iteration 51Q: 3 clusters Score -1.781175e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136760 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -17811906.000000 Penalty: 5891.363770
	Iteration 52Q: 3 clusters Score -1.781191e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137210 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -17811902.000000 Penalty: 5891.363770
	Iteration 53Q: 3 clusters Score -1.78119e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -17812000.000000 Penalty: 5891.363770
	Iteration 54Q: 3 clusters Score -1.7812e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137966 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -17812116.000000 Penalty: 5891.363770
	Iteration 55Q: 3 clusters Score -1.781212e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -17812216.000000 Penalty: 5891.363770
	Iteration 56Q: 3 clusters Score -1.781222e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138584 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -17812280.000000 Penalty: 5891.363770
	Iteration 57Q: 3 clusters Score -1.781228e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138830 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -17812312.000000 Penalty: 5891.363770
	Iteration 58Q: 3 clusters Score -1.781231e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139034 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -17812348.000000 Penalty: 5891.363770
	Iteration 59Q: 3 clusters Score -1.781235e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139217 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -17812382.000000 Penalty: 5891.363770
	Iteration 60F: 3 clusters Score -1.781238e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139366 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -17812410.000000 Penalty: 5891.363770
	Iteration 61Q: 3 clusters Score -1.781241e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -17812444.000000 Penalty: 5891.363770
	Iteration 62Q: 3 clusters Score -1.781244e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139631 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -17812436.000000 Penalty: 5891.363770
	Iteration 63Q: 3 clusters Score -1.781244e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -17812430.000000 Penalty: 5891.363770
	Iteration 64Q: 3 clusters Score -1.781243e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139808 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -17812444.000000 Penalty: 5891.363770
	Iteration 65Q: 3 clusters Score -1.781244e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139861 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -17812450.000000 Penalty: 5891.363770
	Iteration 66Q: 3 clusters Score -1.781245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139903 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -17812452.000000 Penalty: 5891.363770
	Iteration 67Q: 3 clusters Score -1.781245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139947 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 68Q: 3 clusters Score -1.781247e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -17812470.000000 Penalty: 5891.363770
	Iteration 69Q: 3 clusters Score -1.781247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -17812476.000000 Penalty: 5891.363770
	Iteration 70Q: 3 clusters Score -1.781248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -17812454.000000 Penalty: 5891.363770
	Iteration 71Q: 3 clusters Score -1.781245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140046 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -17812454.000000 Penalty: 5891.363770
	Iteration 72Q: 3 clusters Score -1.781245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140064 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -17812460.000000 Penalty: 5891.363770
	Iteration 73Q: 3 clusters Score -1.781246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -17812468.000000 Penalty: 5891.363770
	Iteration 74Q: 3 clusters Score -1.781247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 75Q: 3 clusters Score -1.781247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -17812480.000000 Penalty: 5891.363770
	Iteration 76Q: 3 clusters Score -1.781248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140118 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -17812488.000000 Penalty: 5891.363770
	Iteration 77Q: 3 clusters Score -1.781249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -17812480.000000 Penalty: 5891.363770
	Iteration 78Q: 3 clusters Score -1.781248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 79Q: 3 clusters Score -1.781247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140166 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -17812482.000000 Penalty: 5891.363770
	Iteration 80F: 3 clusters Score -1.781248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140180 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -17812462.000000 Penalty: 5891.363770
	Iteration 81Q: 3 clusters Score -1.781246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140196 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -17812470.000000 Penalty: 5891.363770
	Iteration 82Q: 3 clusters Score -1.781247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140210 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -17812466.000000 Penalty: 5891.363770
	Iteration 83Q: 3 clusters Score -1.781247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140226 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -17812464.000000 Penalty: 5891.363770
	Iteration 84Q: 3 clusters Score -1.781246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 85Q: 3 clusters Score -1.781247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140242 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 86Q: 3 clusters Score -1.781247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -17812472.000000 Penalty: 5891.363770
	Iteration 87Q: 3 clusters Score -1.781247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140256 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17812484.000000 Penalty: 5891.363770
	Iteration 88Q: 3 clusters Score -1.781248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140260 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -17812484.000000 Penalty: 5891.363770
	Iteration 89Q: 3 clusters Score -1.781248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -17812482.000000 Penalty: 5891.363770
	Iteration 90Q: 3 clusters Score -1.781248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140274 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -17812472.000000 Penalty: 5891.363770
	Iteration 91Q: 3 clusters Score -1.781247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140282 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 92Q: 3 clusters Score -1.781247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -17812464.000000 Penalty: 5891.363770
	Iteration 93Q: 3 clusters Score -1.781246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -17812474.000000 Penalty: 5891.363770
	Iteration 94Q: 3 clusters Score -1.781247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140321 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -17812496.000000 Penalty: 5891.363770
	Iteration 95Q: 3 clusters Score -1.78125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140338 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -17812494.000000 Penalty: 5891.363770
	Iteration 96Q: 3 clusters Score -1.781249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140355 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -17812500.000000 Penalty: 5891.363770
	Iteration 97Q: 3 clusters Score -1.78125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -17812492.000000 Penalty: 5891.363770
	Iteration 98Q: 3 clusters Score -1.781249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -17812504.000000 Penalty: 5891.363770
	Iteration 99Q: 3 clusters Score -1.78125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140390 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -17812508.000000 Penalty: 5891.363770
	Iteration 100F: 3 clusters Score -1.781251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140396 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -17812522.000000 Penalty: 5891.363770
	Iteration 101Q: 3 clusters Score -1.781252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140401 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -17812528.000000 Penalty: 5891.363770
	Iteration 102Q: 3 clusters Score -1.781253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -17812524.000000 Penalty: 5891.363770
	Iteration 103Q: 3 clusters Score -1.781252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -17812524.000000 Penalty: 5891.363770
	Iteration 104Q: 3 clusters Score -1.781252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140416 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -17812528.000000 Penalty: 5891.363770
	Iteration 105Q: 3 clusters Score -1.781253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -17812530.000000 Penalty: 5891.363770
	Iteration 106Q: 3 clusters Score -1.781253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140425 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -17812526.000000 Penalty: 5891.363770
	Iteration 107Q: 3 clusters Score -1.781253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140427 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -17812514.000000 Penalty: 5891.363770
	Iteration 108Q: 3 clusters Score -1.781251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140430 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -17812526.000000 Penalty: 5891.363770
	Iteration 109Q: 3 clusters Score -1.781253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -17812532.000000 Penalty: 5891.363770
	Iteration 110Q: 3 clusters Score -1.781253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -17812532.000000 Penalty: 5891.363770
	Iteration 111Q: 3 clusters Score -1.781253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -17812534.000000 Penalty: 5891.363770
	Iteration 112Q: 3 clusters Score -1.781253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140436 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -17812528.000000 Penalty: 5891.363770
	Iteration 113Q: 3 clusters Score -1.781253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140439 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -17812534.000000 Penalty: 5891.363770
	Iteration 114Q: 3 clusters Score -1.781253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140440 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -17812530.000000 Penalty: 5891.363770
	Iteration 115Q: 3 clusters Score -1.781253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -17812530.000000 Penalty: 5891.363770
	Iteration 116Q: 3 clusters Score -1.781253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -17812526.000000 Penalty: 5891.363770
	Iteration 117Q: 3 clusters Score -1.781253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140444 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -17812526.000000 Penalty: 5891.363770
	Iteration 118F: 3 clusters Score -1.781253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160303 members 
Entering Unmasked Estep 
Score: -19751996.000000 Penalty: 2972.235596
	Iteration 0F: 2 clusters Score -1.9752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -19646100.000000 Penalty: 5944.471191
	Iteration 0F: 3 clusters Score -1.96461e+07 nChanged 76700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -19691236.000000 Penalty: 5944.471191
	Iteration 1F: 3 clusters Score -1.969124e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -19692822.000000 Penalty: 5944.471191
	Iteration 2Q: 3 clusters Score -1.969282e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -19694898.000000 Penalty: 5944.471191
	Iteration 3Q: 3 clusters Score -1.96949e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -19697782.000000 Penalty: 5944.471191
	Iteration 4Q: 3 clusters Score -1.969778e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -19701706.000000 Penalty: 5944.471191
	Iteration 5F: 3 clusters Score -1.970171e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -19706898.000000 Penalty: 5944.471191
	Iteration 6F: 3 clusters Score -1.97069e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -19712366.000000 Penalty: 5944.471191
	Iteration 7F: 3 clusters Score -1.971237e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -19718020.000000 Penalty: 5944.471191
	Iteration 8F: 3 clusters Score -1.971802e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83516 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -19722908.000000 Penalty: 5944.471191
	Iteration 9F: 3 clusters Score -1.972291e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -19726442.000000 Penalty: 5944.471191
	Iteration 10Q: 3 clusters Score -1.972644e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -19728424.000000 Penalty: 5944.471191
	Iteration 11Q: 3 clusters Score -1.972842e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -19729426.000000 Penalty: 5944.471191
	Iteration 12Q: 3 clusters Score -1.972943e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -19730270.000000 Penalty: 5944.471191
	Iteration 13Q: 3 clusters Score -1.973027e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -19730718.000000 Penalty: 5944.471191
	Iteration 14Q: 3 clusters Score -1.973072e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -19731290.000000 Penalty: 5944.471191
	Iteration 15Q: 3 clusters Score -1.973129e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94321 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -19731840.000000 Penalty: 5944.471191
	Iteration 16Q: 3 clusters Score -1.973184e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96079 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -19732496.000000 Penalty: 5944.471191
	Iteration 17Q: 3 clusters Score -1.97325e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -19733164.000000 Penalty: 5944.471191
	Iteration 18Q: 3 clusters Score -1.973316e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -19733650.000000 Penalty: 5944.471191
	Iteration 19Q: 3 clusters Score -1.973365e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -19734222.000000 Penalty: 5944.471191
	Iteration 20F: 3 clusters Score -1.973422e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103636 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -19734710.000000 Penalty: 5944.471191
	Iteration 21Q: 3 clusters Score -1.973471e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -19735292.000000 Penalty: 5944.471191
	Iteration 22Q: 3 clusters Score -1.973529e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -19735786.000000 Penalty: 5944.471191
	Iteration 23Q: 3 clusters Score -1.973579e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -19736292.000000 Penalty: 5944.471191
	Iteration 24Q: 3 clusters Score -1.973629e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111541 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -19736764.000000 Penalty: 5944.471191
	Iteration 25Q: 3 clusters Score -1.973676e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113555 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -19737232.000000 Penalty: 5944.471191
	Iteration 26Q: 3 clusters Score -1.973723e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115518 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -19737686.000000 Penalty: 5944.471191
	Iteration 27Q: 3 clusters Score -1.973769e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117516 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -19738102.000000 Penalty: 5944.471191
	Iteration 28Q: 3 clusters Score -1.97381e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119587 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -19738592.000000 Penalty: 5944.471191
	Iteration 29Q: 3 clusters Score -1.973859e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121684 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -19739060.000000 Penalty: 5944.471191
	Iteration 30Q: 3 clusters Score -1.973906e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123720 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -19739608.000000 Penalty: 5944.471191
	Iteration 31Q: 3 clusters Score -1.973961e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125747 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -19740282.000000 Penalty: 5944.471191
	Iteration 32Q: 3 clusters Score -1.974028e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127834 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -19740750.000000 Penalty: 5944.471191
	Iteration 33Q: 3 clusters Score -1.974075e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129882 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -19741322.000000 Penalty: 5944.471191
	Iteration 34Q: 3 clusters Score -1.974132e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -19742092.000000 Penalty: 5944.471191
	Iteration 35Q: 3 clusters Score -1.974209e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133979 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -19742774.000000 Penalty: 5944.471191
	Iteration 36Q: 3 clusters Score -1.974277e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -19743420.000000 Penalty: 5944.471191
	Iteration 37Q: 3 clusters Score -1.974342e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -19744000.000000 Penalty: 5944.471191
	Iteration 38Q: 3 clusters Score -1.9744e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139700 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -19744558.000000 Penalty: 5944.471191
	Iteration 39Q: 3 clusters Score -1.974456e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -19745188.000000 Penalty: 5944.471191
	Iteration 40F: 3 clusters Score -1.974519e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -19745802.000000 Penalty: 5944.471191
	Iteration 41Q: 3 clusters Score -1.97458e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144628 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -19746322.000000 Penalty: 5944.471191
	Iteration 42Q: 3 clusters Score -1.974632e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146094 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -19746896.000000 Penalty: 5944.471191
	Iteration 43Q: 3 clusters Score -1.97469e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -19747368.000000 Penalty: 5944.471191
	Iteration 44Q: 3 clusters Score -1.974737e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148870 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -19747764.000000 Penalty: 5944.471191
	Iteration 45Q: 3 clusters Score -1.974776e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150114 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -19748198.000000 Penalty: 5944.471191
	Iteration 46Q: 3 clusters Score -1.97482e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -19748474.000000 Penalty: 5944.471191
	Iteration 47Q: 3 clusters Score -1.974847e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -19748892.000000 Penalty: 5944.471191
	Iteration 48Q: 3 clusters Score -1.974889e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153111 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -19749196.000000 Penalty: 5944.471191
	Iteration 49Q: 3 clusters Score -1.97492e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -19749340.000000 Penalty: 5944.471191
	Iteration 50Q: 3 clusters Score -1.974934e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -19749480.000000 Penalty: 5944.471191
	Iteration 51Q: 3 clusters Score -1.974948e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -19749594.000000 Penalty: 5944.471191
	Iteration 52Q: 3 clusters Score -1.974959e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -19749662.000000 Penalty: 5944.471191
	Iteration 53Q: 3 clusters Score -1.974966e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -19749684.000000 Penalty: 5944.471191
	Iteration 54Q: 3 clusters Score -1.974968e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -19749756.000000 Penalty: 5944.471191
	Iteration 55Q: 3 clusters Score -1.974976e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -19749754.000000 Penalty: 5944.471191
	Iteration 56Q: 3 clusters Score -1.974975e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19749852.000000 Penalty: 5944.471191
	Iteration 57Q: 3 clusters Score -1.974985e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -19750026.000000 Penalty: 5944.471191
	Iteration 58Q: 3 clusters Score -1.975003e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19750076.000000 Penalty: 5944.471191
	Iteration 59Q: 3 clusters Score -1.975008e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157769 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -19750106.000000 Penalty: 5944.471191
	Iteration 60F: 3 clusters Score -1.975011e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157942 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19750134.000000 Penalty: 5944.471191
	Iteration 61Q: 3 clusters Score -1.975013e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19750184.000000 Penalty: 5944.471191
	Iteration 62Q: 3 clusters Score -1.975018e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19750222.000000 Penalty: 5944.471191
	Iteration 63Q: 3 clusters Score -1.975022e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19750290.000000 Penalty: 5944.471191
	Iteration 64Q: 3 clusters Score -1.975029e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -19750330.000000 Penalty: 5944.471191
	Iteration 65Q: 3 clusters Score -1.975033e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158427 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19750320.000000 Penalty: 5944.471191
	Iteration 66Q: 3 clusters Score -1.975032e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158490 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19750358.000000 Penalty: 5944.471191
	Iteration 67Q: 3 clusters Score -1.975036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158547 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19750312.000000 Penalty: 5944.471191
	Iteration 68Q: 3 clusters Score -1.975031e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19750336.000000 Penalty: 5944.471191
	Iteration 69Q: 3 clusters Score -1.975034e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19750354.000000 Penalty: 5944.471191
	Iteration 70Q: 3 clusters Score -1.975035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158698 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19750354.000000 Penalty: 5944.471191
	Iteration 71Q: 3 clusters Score -1.975035e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158729 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19750360.000000 Penalty: 5944.471191
	Iteration 72Q: 3 clusters Score -1.975036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158758 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19750380.000000 Penalty: 5944.471191
	Iteration 73Q: 3 clusters Score -1.975038e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158784 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19750394.000000 Penalty: 5944.471191
	Iteration 74Q: 3 clusters Score -1.975039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -19750368.000000 Penalty: 5944.471191
	Iteration 75Q: 3 clusters Score -1.975037e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158828 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19750388.000000 Penalty: 5944.471191
	Iteration 76Q: 3 clusters Score -1.975039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19750432.000000 Penalty: 5944.471191
	Iteration 77Q: 3 clusters Score -1.975043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158883 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19750432.000000 Penalty: 5944.471191
	Iteration 78Q: 3 clusters Score -1.975043e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158914 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -19750424.000000 Penalty: 5944.471191
	Iteration 79Q: 3 clusters Score -1.975042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -19750432.000000 Penalty: 5944.471191
	Iteration 80F: 3 clusters Score -1.975043e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19750432.000000 Penalty: 5944.471191
	Iteration 81Q: 3 clusters Score -1.975043e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -19750450.000000 Penalty: 5944.471191
	Iteration 82Q: 3 clusters Score -1.975045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19750480.000000 Penalty: 5944.471191
	Iteration 83Q: 3 clusters Score -1.975048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158995 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19750492.000000 Penalty: 5944.471191
	Iteration 84Q: 3 clusters Score -1.975049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159005 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19750506.000000 Penalty: 5944.471191
	Iteration 85Q: 3 clusters Score -1.975051e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19750520.000000 Penalty: 5944.471191
	Iteration 86Q: 3 clusters Score -1.975052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19750524.000000 Penalty: 5944.471191
	Iteration 87Q: 3 clusters Score -1.975052e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19750526.000000 Penalty: 5944.471191
	Iteration 88Q: 3 clusters Score -1.975053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159023 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19750524.000000 Penalty: 5944.471191
	Iteration 89Q: 3 clusters Score -1.975052e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19750524.000000 Penalty: 5944.471191
	Iteration 90Q: 3 clusters Score -1.975052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19750516.000000 Penalty: 5944.471191
	Iteration 91Q: 3 clusters Score -1.975052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19750546.000000 Penalty: 5944.471191
	Iteration 92Q: 3 clusters Score -1.975055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19750548.000000 Penalty: 5944.471191
	Iteration 93Q: 3 clusters Score -1.975055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19750560.000000 Penalty: 5944.471191
	Iteration 94Q: 3 clusters Score -1.975056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19750554.000000 Penalty: 5944.471191
	Iteration 95Q: 3 clusters Score -1.975055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19750554.000000 Penalty: 5944.471191
	Iteration 96F: 3 clusters Score -1.975055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -1628136.875000 Penalty: 2346.487549
	Iteration 0F: 2 clusters Score -1628137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1618689.750000 Penalty: 4692.975098
	Iteration 0F: 3 clusters Score -1618690 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1621557.375000 Penalty: 4692.975098
	Iteration 1F: 3 clusters Score -1621557 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1621864.625000 Penalty: 4692.975098
	Iteration 2F: 3 clusters Score -1621865 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1622106.125000 Penalty: 4692.975098
	Iteration 3Q: 3 clusters Score -1622106 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1622307.625000 Penalty: 4692.975098
	Iteration 4Q: 3 clusters Score -1622308 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1622553.375000 Penalty: 4692.975098
	Iteration 5Q: 3 clusters Score -1622553 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1622857.000000 Penalty: 4692.975098
	Iteration 6Q: 3 clusters Score -1622857 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1623250.750000 Penalty: 4692.975098
	Iteration 7Q: 3 clusters Score -1623251 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1623742.250000 Penalty: 4692.975098
	Iteration 8F: 3 clusters Score -1623742 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1624291.000000 Penalty: 4692.975098
	Iteration 9F: 3 clusters Score -1624291 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1624759.000000 Penalty: 4692.975098
	Iteration 10Q: 3 clusters Score -1624759 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1625166.500000 Penalty: 4692.975098
	Iteration 11Q: 3 clusters Score -1625166 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1625492.375000 Penalty: 4692.975098
	Iteration 12Q: 3 clusters Score -1625492 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1625695.625000 Penalty: 4692.975098
	Iteration 13Q: 3 clusters Score -1625696 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1625816.625000 Penalty: 4692.975098
	Iteration 14Q: 3 clusters Score -1625817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1625882.625000 Penalty: 4692.975098
	Iteration 15Q: 3 clusters Score -1625883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1625920.875000 Penalty: 4692.975098
	Iteration 16Q: 3 clusters Score -1625921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1625951.750000 Penalty: 4692.975098
	Iteration 17Q: 3 clusters Score -1625952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1625971.750000 Penalty: 4692.975098
	Iteration 18Q: 3 clusters Score -1625972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1625982.125000 Penalty: 4692.975098
	Iteration 19Q: 3 clusters Score -1625982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1625985.500000 Penalty: 4692.975098
	Iteration 20F: 3 clusters Score -1625986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1625989.125000 Penalty: 4692.975098
	Iteration 21Q: 3 clusters Score -1625989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1625994.000000 Penalty: 4692.975098
	Iteration 22Q: 3 clusters Score -1625994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1625993.750000 Penalty: 4692.975098
	Iteration 23Q: 3 clusters Score -1625994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1625993.750000 Penalty: 4692.975098
	Iteration 24F: 3 clusters Score -1625994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Entering Unmasked Estep 
Score: -12081606.000000 Penalty: 2847.526367
	Iteration 0F: 2 clusters Score -1.208161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -12016795.000000 Penalty: 5695.052734
	Iteration 0F: 3 clusters Score -1.20168e+07 nChanged 45698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -12042299.000000 Penalty: 5695.052734
	Iteration 1F: 3 clusters Score -1.20423e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -12042867.000000 Penalty: 5695.052734
	Iteration 2Q: 3 clusters Score -1.204287e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -12043340.000000 Penalty: 5695.052734
	Iteration 3Q: 3 clusters Score -1.204334e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -12043939.000000 Penalty: 5695.052734
	Iteration 4Q: 3 clusters Score -1.204394e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -12044692.000000 Penalty: 5695.052734
	Iteration 5Q: 3 clusters Score -1.204469e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -12045875.000000 Penalty: 5695.052734
	Iteration 6Q: 3 clusters Score -1.204588e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -12047989.000000 Penalty: 5695.052734
	Iteration 7Q: 3 clusters Score -1.204799e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -12051771.000000 Penalty: 5695.052734
	Iteration 8F: 3 clusters Score -1.205177e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -12057955.000000 Penalty: 5695.052734
	Iteration 9F: 3 clusters Score -1.205796e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -12065713.000000 Penalty: 5695.052734
	Iteration 10F: 3 clusters Score -1.206571e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -12072743.000000 Penalty: 5695.052734
	Iteration 11F: 3 clusters Score -1.207274e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -12076724.000000 Penalty: 5695.052734
	Iteration 12Q: 3 clusters Score -1.207672e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -12078158.000000 Penalty: 5695.052734
	Iteration 13Q: 3 clusters Score -1.207816e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 96418 members 
Entering Unmasked Estep 
Score: -12078633.000000 Penalty: 5695.052734
	Iteration 14Q: 3 clusters Score -1.207863e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -12078796.000000 Penalty: 5695.052734
	Iteration 15Q: 3 clusters Score -1.20788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 96619 members 
Entering Unmasked Estep 
Score: -12078901.000000 Penalty: 5695.052734
	Iteration 16Q: 3 clusters Score -1.20789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -12078955.000000 Penalty: 5695.052734
	Iteration 17Q: 3 clusters Score -1.207896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -12078989.000000 Penalty: 5695.052734
	Iteration 18Q: 3 clusters Score -1.207899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -12079007.000000 Penalty: 5695.052734
	Iteration 19Q: 3 clusters Score -1.207901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -12079019.000000 Penalty: 5695.052734
	Iteration 20F: 3 clusters Score -1.207902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -12079019.000000 Penalty: 5695.052734
	Iteration 21Q: 3 clusters Score -1.207902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
Score: -12079022.000000 Penalty: 5695.052734
	Iteration 22Q: 3 clusters Score -1.207902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -12079018.000000 Penalty: 5695.052734
	Iteration 23Q: 3 clusters Score -1.207902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -12079040.000000 Penalty: 5695.052734
	Iteration 24Q: 3 clusters Score -1.207904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 96695 members 
Entering Unmasked Estep 
Score: -12079036.000000 Penalty: 5695.052734
	Iteration 25Q: 3 clusters Score -1.207904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -12079036.000000 Penalty: 5695.052734
	Iteration 26Q: 3 clusters Score -1.207904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -12079033.000000 Penalty: 5695.052734
	Iteration 27Q: 3 clusters Score -1.207903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12079046.000000 Penalty: 5695.052734
	Iteration 28Q: 3 clusters Score -1.207905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -12079048.000000 Penalty: 5695.052734
	Iteration 29Q: 3 clusters Score -1.207905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -12079042.000000 Penalty: 5695.052734
	Iteration 30Q: 3 clusters Score -1.207904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -12079054.000000 Penalty: 5695.052734
	Iteration 31Q: 3 clusters Score -1.207905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 96700 members 
Entering Unmasked Estep 
Score: -12079054.000000 Penalty: 5695.052734
	Iteration 32F: 3 clusters Score -1.207905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164012 members 
Entering Unmasked Estep 
Score: -20070202.000000 Penalty: 2977.908447
	Iteration 0F: 2 clusters Score -2.00702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -19961838.000000 Penalty: 5955.816895
	Iteration 0F: 3 clusters Score -1.996184e+07 nChanged 78897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -20007592.000000 Penalty: 5955.816895
	Iteration 1F: 3 clusters Score -2.000759e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -20008512.000000 Penalty: 5955.816895
	Iteration 2Q: 3 clusters Score -2.000851e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -20009574.000000 Penalty: 5955.816895
	Iteration 3Q: 3 clusters Score -2.000957e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -20011000.000000 Penalty: 5955.816895
	Iteration 4Q: 3 clusters Score -2.0011e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 79899 members 
Entering Unmasked Estep 
Score: -20012808.000000 Penalty: 5955.816895
	Iteration 5Q: 3 clusters Score -2.001281e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -20015038.000000 Penalty: 5955.816895
	Iteration 6Q: 3 clusters Score -2.001504e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -20018070.000000 Penalty: 5955.816895
	Iteration 7Q: 3 clusters Score -2.001807e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -20022824.000000 Penalty: 5955.816895
	Iteration 8F: 3 clusters Score -2.002282e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -20029658.000000 Penalty: 5955.816895
	Iteration 9F: 3 clusters Score -2.002966e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -20038244.000000 Penalty: 5955.816895
	Iteration 10F: 3 clusters Score -2.003824e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -20045426.000000 Penalty: 5955.816895
	Iteration 11F: 3 clusters Score -2.004543e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -20049690.000000 Penalty: 5955.816895
	Iteration 12Q: 3 clusters Score -2.004969e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -20051932.000000 Penalty: 5955.816895
	Iteration 13Q: 3 clusters Score -2.005193e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -20053642.000000 Penalty: 5955.816895
	Iteration 14Q: 3 clusters Score -2.005364e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -20054964.000000 Penalty: 5955.816895
	Iteration 15Q: 3 clusters Score -2.005496e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116046 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -20056290.000000 Penalty: 5955.816895
	Iteration 16Q: 3 clusters Score -2.005629e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -20057580.000000 Penalty: 5955.816895
	Iteration 17Q: 3 clusters Score -2.005758e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -20058626.000000 Penalty: 5955.816895
	Iteration 18Q: 3 clusters Score -2.005863e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -20059492.000000 Penalty: 5955.816895
	Iteration 19Q: 3 clusters Score -2.005949e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -20060138.000000 Penalty: 5955.816895
	Iteration 20F: 3 clusters Score -2.006014e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124239 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -20060978.000000 Penalty: 5955.816895
	Iteration 21Q: 3 clusters Score -2.006098e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -20061592.000000 Penalty: 5955.816895
	Iteration 22Q: 3 clusters Score -2.006159e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -20062214.000000 Penalty: 5955.816895
	Iteration 23Q: 3 clusters Score -2.006221e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128385 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -20062612.000000 Penalty: 5955.816895
	Iteration 24Q: 3 clusters Score -2.006261e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129610 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -20063024.000000 Penalty: 5955.816895
	Iteration 25Q: 3 clusters Score -2.006302e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130819 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -20063420.000000 Penalty: 5955.816895
	Iteration 26Q: 3 clusters Score -2.006342e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131979 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -20063752.000000 Penalty: 5955.816895
	Iteration 27Q: 3 clusters Score -2.006375e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133066 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -20064032.000000 Penalty: 5955.816895
	Iteration 28Q: 3 clusters Score -2.006403e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -20064386.000000 Penalty: 5955.816895
	Iteration 29Q: 3 clusters Score -2.006439e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135132 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -20064786.000000 Penalty: 5955.816895
	Iteration 30Q: 3 clusters Score -2.006479e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136069 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -20064918.000000 Penalty: 5955.816895
	Iteration 31Q: 3 clusters Score -2.006492e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136956 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -20065088.000000 Penalty: 5955.816895
	Iteration 32Q: 3 clusters Score -2.006509e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -20065262.000000 Penalty: 5955.816895
	Iteration 33Q: 3 clusters Score -2.006526e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -20065450.000000 Penalty: 5955.816895
	Iteration 34Q: 3 clusters Score -2.006545e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139485 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -20065580.000000 Penalty: 5955.816895
	Iteration 35Q: 3 clusters Score -2.006558e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -20065642.000000 Penalty: 5955.816895
	Iteration 36Q: 3 clusters Score -2.006564e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -20065758.000000 Penalty: 5955.816895
	Iteration 37Q: 3 clusters Score -2.006576e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -20065910.000000 Penalty: 5955.816895
	Iteration 38Q: 3 clusters Score -2.006591e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142293 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -20066060.000000 Penalty: 5955.816895
	Iteration 39Q: 3 clusters Score -2.006606e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142922 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -20066118.000000 Penalty: 5955.816895
	Iteration 40F: 3 clusters Score -2.006612e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143559 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -20066132.000000 Penalty: 5955.816895
	Iteration 41Q: 3 clusters Score -2.006613e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -20066194.000000 Penalty: 5955.816895
	Iteration 42Q: 3 clusters Score -2.006619e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -20066282.000000 Penalty: 5955.816895
	Iteration 43Q: 3 clusters Score -2.006628e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145200 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -20066374.000000 Penalty: 5955.816895
	Iteration 44Q: 3 clusters Score -2.006637e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -20066504.000000 Penalty: 5955.816895
	Iteration 45Q: 3 clusters Score -2.00665e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -20066554.000000 Penalty: 5955.816895
	Iteration 46Q: 3 clusters Score -2.006655e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146522 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -20066636.000000 Penalty: 5955.816895
	Iteration 47Q: 3 clusters Score -2.006664e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146903 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -20066628.000000 Penalty: 5955.816895
	Iteration 48Q: 3 clusters Score -2.006663e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -20066662.000000 Penalty: 5955.816895
	Iteration 49Q: 3 clusters Score -2.006666e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -20066742.000000 Penalty: 5955.816895
	Iteration 50Q: 3 clusters Score -2.006674e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148003 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -20066804.000000 Penalty: 5955.816895
	Iteration 51Q: 3 clusters Score -2.00668e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -20066860.000000 Penalty: 5955.816895
	Iteration 52Q: 3 clusters Score -2.006686e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -20066910.000000 Penalty: 5955.816895
	Iteration 53Q: 3 clusters Score -2.006691e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148989 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -20066854.000000 Penalty: 5955.816895
	Iteration 54Q: 3 clusters Score -2.006685e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149237 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -20066846.000000 Penalty: 5955.816895
	Iteration 55Q: 3 clusters Score -2.006685e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -20066898.000000 Penalty: 5955.816895
	Iteration 56Q: 3 clusters Score -2.00669e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -20066882.000000 Penalty: 5955.816895
	Iteration 57Q: 3 clusters Score -2.006688e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -20066922.000000 Penalty: 5955.816895
	Iteration 58Q: 3 clusters Score -2.006692e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -20066956.000000 Penalty: 5955.816895
	Iteration 59Q: 3 clusters Score -2.006696e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -20066980.000000 Penalty: 5955.816895
	Iteration 60F: 3 clusters Score -2.006698e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -20066992.000000 Penalty: 5955.816895
	Iteration 61Q: 3 clusters Score -2.006699e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -20067024.000000 Penalty: 5955.816895
	Iteration 62Q: 3 clusters Score -2.006702e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150847 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -20067092.000000 Penalty: 5955.816895
	Iteration 63Q: 3 clusters Score -2.006709e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151016 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -20067052.000000 Penalty: 5955.816895
	Iteration 64Q: 3 clusters Score -2.006705e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151189 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -20067014.000000 Penalty: 5955.816895
	Iteration 65Q: 3 clusters Score -2.006701e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151350 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -20067052.000000 Penalty: 5955.816895
	Iteration 66Q: 3 clusters Score -2.006705e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -20067044.000000 Penalty: 5955.816895
	Iteration 67Q: 3 clusters Score -2.006704e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151676 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -20067068.000000 Penalty: 5955.816895
	Iteration 68Q: 3 clusters Score -2.006707e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151826 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -20067028.000000 Penalty: 5955.816895
	Iteration 69Q: 3 clusters Score -2.006703e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151973 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -20067068.000000 Penalty: 5955.816895
	Iteration 70Q: 3 clusters Score -2.006707e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152099 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -20067094.000000 Penalty: 5955.816895
	Iteration 71Q: 3 clusters Score -2.006709e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -20067088.000000 Penalty: 5955.816895
	Iteration 72Q: 3 clusters Score -2.006709e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -20067100.000000 Penalty: 5955.816895
	Iteration 73Q: 3 clusters Score -2.00671e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152461 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -20067098.000000 Penalty: 5955.816895
	Iteration 74Q: 3 clusters Score -2.00671e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -20067116.000000 Penalty: 5955.816895
	Iteration 75Q: 3 clusters Score -2.006712e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -20067148.000000 Penalty: 5955.816895
	Iteration 76Q: 3 clusters Score -2.006715e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -20067158.000000 Penalty: 5955.816895
	Iteration 77Q: 3 clusters Score -2.006716e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152899 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -20067130.000000 Penalty: 5955.816895
	Iteration 78Q: 3 clusters Score -2.006713e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -20067124.000000 Penalty: 5955.816895
	Iteration 79Q: 3 clusters Score -2.006712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153079 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -20067158.000000 Penalty: 5955.816895
	Iteration 80F: 3 clusters Score -2.006716e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -20067188.000000 Penalty: 5955.816895
	Iteration 81Q: 3 clusters Score -2.006719e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -20067180.000000 Penalty: 5955.816895
	Iteration 82Q: 3 clusters Score -2.006718e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -20067192.000000 Penalty: 5955.816895
	Iteration 83Q: 3 clusters Score -2.006719e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -20067222.000000 Penalty: 5955.816895
	Iteration 84Q: 3 clusters Score -2.006722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153500 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -20067246.000000 Penalty: 5955.816895
	Iteration 85Q: 3 clusters Score -2.006725e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -20067266.000000 Penalty: 5955.816895
	Iteration 86Q: 3 clusters Score -2.006727e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -20067280.000000 Penalty: 5955.816895
	Iteration 87Q: 3 clusters Score -2.006728e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -20067254.000000 Penalty: 5955.816895
	Iteration 88Q: 3 clusters Score -2.006725e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -20067272.000000 Penalty: 5955.816895
	Iteration 89Q: 3 clusters Score -2.006727e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153917 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -20067232.000000 Penalty: 5955.816895
	Iteration 90Q: 3 clusters Score -2.006723e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -20067234.000000 Penalty: 5955.816895
	Iteration 91Q: 3 clusters Score -2.006723e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154078 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -20067216.000000 Penalty: 5955.816895
	Iteration 92Q: 3 clusters Score -2.006722e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -20067232.000000 Penalty: 5955.816895
	Iteration 93Q: 3 clusters Score -2.006723e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -20067218.000000 Penalty: 5955.816895
	Iteration 94Q: 3 clusters Score -2.006722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -20067224.000000 Penalty: 5955.816895
	Iteration 95Q: 3 clusters Score -2.006722e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154384 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -20067214.000000 Penalty: 5955.816895
	Iteration 96Q: 3 clusters Score -2.006721e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -20067236.000000 Penalty: 5955.816895
	Iteration 97Q: 3 clusters Score -2.006724e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -20067296.000000 Penalty: 5955.816895
	Iteration 98Q: 3 clusters Score -2.00673e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154651 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -20067262.000000 Penalty: 5955.816895
	Iteration 99Q: 3 clusters Score -2.006726e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -20067272.000000 Penalty: 5955.816895
	Iteration 100F: 3 clusters Score -2.006727e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -20067222.000000 Penalty: 5955.816895
	Iteration 101Q: 3 clusters Score -2.006722e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -20067244.000000 Penalty: 5955.816895
	Iteration 102Q: 3 clusters Score -2.006724e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -20067228.000000 Penalty: 5955.816895
	Iteration 103Q: 3 clusters Score -2.006723e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -20067228.000000 Penalty: 5955.816895
	Iteration 104Q: 3 clusters Score -2.006723e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -20067230.000000 Penalty: 5955.816895
	Iteration 105Q: 3 clusters Score -2.006723e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -20067220.000000 Penalty: 5955.816895
	Iteration 106Q: 3 clusters Score -2.006722e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -20067204.000000 Penalty: 5955.816895
	Iteration 107Q: 3 clusters Score -2.00672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -20067218.000000 Penalty: 5955.816895
	Iteration 108Q: 3 clusters Score -2.006722e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155385 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -20067234.000000 Penalty: 5955.816895
	Iteration 109Q: 3 clusters Score -2.006723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -20067238.000000 Penalty: 5955.816895
	Iteration 110Q: 3 clusters Score -2.006724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -20067242.000000 Penalty: 5955.816895
	Iteration 111Q: 3 clusters Score -2.006724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -20067256.000000 Penalty: 5955.816895
	Iteration 112Q: 3 clusters Score -2.006726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155597 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -20067254.000000 Penalty: 5955.816895
	Iteration 113Q: 3 clusters Score -2.006725e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155675 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -20067246.000000 Penalty: 5955.816895
	Iteration 114Q: 3 clusters Score -2.006725e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -20067248.000000 Penalty: 5955.816895
	Iteration 115Q: 3 clusters Score -2.006725e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -20067248.000000 Penalty: 5955.816895
	Iteration 116Q: 3 clusters Score -2.006725e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -20067260.000000 Penalty: 5955.816895
	Iteration 117Q: 3 clusters Score -2.006726e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -20067218.000000 Penalty: 5955.816895
	Iteration 118Q: 3 clusters Score -2.006722e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156128 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -20067228.000000 Penalty: 5955.816895
	Iteration 119Q: 3 clusters Score -2.006723e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -20067200.000000 Penalty: 5955.816895
	Iteration 120F: 3 clusters Score -2.00672e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156353 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -20067252.000000 Penalty: 5955.816895
	Iteration 121Q: 3 clusters Score -2.006725e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156478 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -20067298.000000 Penalty: 5955.816895
	Iteration 122Q: 3 clusters Score -2.00673e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -20067354.000000 Penalty: 5955.816895
	Iteration 123Q: 3 clusters Score -2.006735e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156724 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -20067350.000000 Penalty: 5955.816895
	Iteration 124Q: 3 clusters Score -2.006735e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156848 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -20067338.000000 Penalty: 5955.816895
	Iteration 125Q: 3 clusters Score -2.006734e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -20067360.000000 Penalty: 5955.816895
	Iteration 126Q: 3 clusters Score -2.006736e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -20067394.000000 Penalty: 5955.816895
	Iteration 127Q: 3 clusters Score -2.006739e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -20067344.000000 Penalty: 5955.816895
	Iteration 128Q: 3 clusters Score -2.006734e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -20067382.000000 Penalty: 5955.816895
	Iteration 129Q: 3 clusters Score -2.006738e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -20067342.000000 Penalty: 5955.816895
	Iteration 130Q: 3 clusters Score -2.006734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157370 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -20067354.000000 Penalty: 5955.816895
	Iteration 131Q: 3 clusters Score -2.006735e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -20067362.000000 Penalty: 5955.816895
	Iteration 132Q: 3 clusters Score -2.006736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157510 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -20067354.000000 Penalty: 5955.816895
	Iteration 133Q: 3 clusters Score -2.006735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -20067350.000000 Penalty: 5955.816895
	Iteration 134Q: 3 clusters Score -2.006735e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157612 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -20067344.000000 Penalty: 5955.816895
	Iteration 135Q: 3 clusters Score -2.006734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157663 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -20067356.000000 Penalty: 5955.816895
	Iteration 136Q: 3 clusters Score -2.006736e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157729 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -20067324.000000 Penalty: 5955.816895
	Iteration 137Q: 3 clusters Score -2.006732e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157788 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -20067376.000000 Penalty: 5955.816895
	Iteration 138Q: 3 clusters Score -2.006738e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -20067358.000000 Penalty: 5955.816895
	Iteration 139Q: 3 clusters Score -2.006736e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157918 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -20067342.000000 Penalty: 5955.816895
	Iteration 140F: 3 clusters Score -2.006734e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -20067366.000000 Penalty: 5955.816895
	Iteration 141Q: 3 clusters Score -2.006737e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -20067378.000000 Penalty: 5955.816895
	Iteration 142Q: 3 clusters Score -2.006738e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158145 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -20067406.000000 Penalty: 5955.816895
	Iteration 143Q: 3 clusters Score -2.006741e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -20067382.000000 Penalty: 5955.816895
	Iteration 144Q: 3 clusters Score -2.006738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158280 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -20067400.000000 Penalty: 5955.816895
	Iteration 145Q: 3 clusters Score -2.00674e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -20067392.000000 Penalty: 5955.816895
	Iteration 146Q: 3 clusters Score -2.006739e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -20067366.000000 Penalty: 5955.816895
	Iteration 147Q: 3 clusters Score -2.006737e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -20067380.000000 Penalty: 5955.816895
	Iteration 148Q: 3 clusters Score -2.006738e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158518 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -20067390.000000 Penalty: 5955.816895
	Iteration 149Q: 3 clusters Score -2.006739e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158587 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -20067378.000000 Penalty: 5955.816895
	Iteration 150Q: 3 clusters Score -2.006738e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -20067400.000000 Penalty: 5955.816895
	Iteration 151Q: 3 clusters Score -2.00674e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158737 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -20067400.000000 Penalty: 5955.816895
	Iteration 152Q: 3 clusters Score -2.00674e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158801 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -20067378.000000 Penalty: 5955.816895
	Iteration 153Q: 3 clusters Score -2.006738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158865 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -20067366.000000 Penalty: 5955.816895
	Iteration 154Q: 3 clusters Score -2.006737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158922 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -20067360.000000 Penalty: 5955.816895
	Iteration 155Q: 3 clusters Score -2.006736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -20067346.000000 Penalty: 5955.816895
	Iteration 156Q: 3 clusters Score -2.006735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159017 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -20067368.000000 Penalty: 5955.816895
	Iteration 157Q: 3 clusters Score -2.006737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.006738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159121 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -20067376.000000 Penalty: 5955.816895
	Iteration 159Q: 3 clusters Score -2.006738e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -20067390.000000 Penalty: 5955.816895
	Iteration 160F: 3 clusters Score -2.006739e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159258 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -20067386.000000 Penalty: 5955.816895
	Iteration 161Q: 3 clusters Score -2.006739e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159340 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -20067410.000000 Penalty: 5955.816895
	Iteration 162Q: 3 clusters Score -2.006741e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159440 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -20067430.000000 Penalty: 5955.816895
	Iteration 163Q: 3 clusters Score -2.006743e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20067458.000000 Penalty: 5955.816895
	Iteration 164Q: 3 clusters Score -2.006746e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -20067472.000000 Penalty: 5955.816895
	Iteration 165Q: 3 clusters Score -2.006747e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159754 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -20067488.000000 Penalty: 5955.816895
	Iteration 166Q: 3 clusters Score -2.006749e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159869 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -20067528.000000 Penalty: 5955.816895
	Iteration 167Q: 3 clusters Score -2.006753e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159994 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -20067506.000000 Penalty: 5955.816895
	Iteration 168Q: 3 clusters Score -2.006751e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160111 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.006757e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20067560.000000 Penalty: 5955.816895
	Iteration 170Q: 3 clusters Score -2.006756e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -20067558.000000 Penalty: 5955.816895
	Iteration 171Q: 3 clusters Score -2.006756e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160415 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -20067548.000000 Penalty: 5955.816895
	Iteration 172Q: 3 clusters Score -2.006755e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160534 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -20067566.000000 Penalty: 5955.816895
	Iteration 173Q: 3 clusters Score -2.006757e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160652 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20067592.000000 Penalty: 5955.816895
	Iteration 174Q: 3 clusters Score -2.006759e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -20067586.000000 Penalty: 5955.816895
	Iteration 175Q: 3 clusters Score -2.006759e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160847 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -20067608.000000 Penalty: 5955.816895
	Iteration 176Q: 3 clusters Score -2.006761e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -20067658.000000 Penalty: 5955.816895
	Iteration 177Q: 3 clusters Score -2.006766e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -20067654.000000 Penalty: 5955.816895
	Iteration 178Q: 3 clusters Score -2.006765e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -20067648.000000 Penalty: 5955.816895
	Iteration 179Q: 3 clusters Score -2.006765e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -20067660.000000 Penalty: 5955.816895
	Iteration 180F: 3 clusters Score -2.006766e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20067658.000000 Penalty: 5955.816895
	Iteration 181Q: 3 clusters Score -2.006766e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161305 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -20067648.000000 Penalty: 5955.816895
	Iteration 182Q: 3 clusters Score -2.006765e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20067640.000000 Penalty: 5955.816895
	Iteration 183Q: 3 clusters Score -2.006764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20067644.000000 Penalty: 5955.816895
	Iteration 184Q: 3 clusters Score -2.006764e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161475 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20067632.000000 Penalty: 5955.816895
	Iteration 185Q: 3 clusters Score -2.006763e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20067642.000000 Penalty: 5955.816895
	Iteration 186Q: 3 clusters Score -2.006764e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161593 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -20067668.000000 Penalty: 5955.816895
	Iteration 187Q: 3 clusters Score -2.006767e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -20067700.000000 Penalty: 5955.816895
	Iteration 188Q: 3 clusters Score -2.00677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20067688.000000 Penalty: 5955.816895
	Iteration 189Q: 3 clusters Score -2.006769e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20067698.000000 Penalty: 5955.816895
	Iteration 190Q: 3 clusters Score -2.00677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -20067714.000000 Penalty: 5955.816895
	Iteration 191Q: 3 clusters Score -2.006771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161849 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20067718.000000 Penalty: 5955.816895
	Iteration 192Q: 3 clusters Score -2.006772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -20067736.000000 Penalty: 5955.816895
	Iteration 193Q: 3 clusters Score -2.006774e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -20067760.000000 Penalty: 5955.816895
	Iteration 194Q: 3 clusters Score -2.006776e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -20067758.000000 Penalty: 5955.816895
	Iteration 195Q: 3 clusters Score -2.006776e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162039 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -20067764.000000 Penalty: 5955.816895
	Iteration 196Q: 3 clusters Score -2.006776e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20067768.000000 Penalty: 5955.816895
	Iteration 197Q: 3 clusters Score -2.006777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162119 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -20067750.000000 Penalty: 5955.816895
	Iteration 198Q: 3 clusters Score -2.006775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162156 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -20067752.000000 Penalty: 5955.816895
	Iteration 199Q: 3 clusters Score -2.006775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20067776.000000 Penalty: 5955.816895
	Iteration 200F: 3 clusters Score -2.006778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20067776.000000 Penalty: 5955.816895
	Iteration 201Q: 3 clusters Score -2.006778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20067774.000000 Penalty: 5955.816895
	Iteration 202Q: 3 clusters Score -2.006777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162257 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20067766.000000 Penalty: 5955.816895
	Iteration 203Q: 3 clusters Score -2.006777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20067762.000000 Penalty: 5955.816895
	Iteration 204Q: 3 clusters Score -2.006776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -20067768.000000 Penalty: 5955.816895
	Iteration 205Q: 3 clusters Score -2.006777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162295 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -20067762.000000 Penalty: 5955.816895
	Iteration 206Q: 3 clusters Score -2.006776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162312 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20067760.000000 Penalty: 5955.816895
	Iteration 207Q: 3 clusters Score -2.006776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20067758.000000 Penalty: 5955.816895
	Iteration 208Q: 3 clusters Score -2.006776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162341 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20067748.000000 Penalty: 5955.816895
	Iteration 209Q: 3 clusters Score -2.006775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162358 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -20067786.000000 Penalty: 5955.816895
	Iteration 210Q: 3 clusters Score -2.006779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -20067790.000000 Penalty: 5955.816895
	Iteration 211Q: 3 clusters Score -2.006779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20067782.000000 Penalty: 5955.816895
	Iteration 212Q: 3 clusters Score -2.006778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20067792.000000 Penalty: 5955.816895
	Iteration 213Q: 3 clusters Score -2.006779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -20067782.000000 Penalty: 5955.816895
	Iteration 214Q: 3 clusters Score -2.006778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20067788.000000 Penalty: 5955.816895
	Iteration 215Q: 3 clusters Score -2.006779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20067788.000000 Penalty: 5955.816895
	Iteration 216Q: 3 clusters Score -2.006779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162468 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20067780.000000 Penalty: 5955.816895
	Iteration 217Q: 3 clusters Score -2.006778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20067780.000000 Penalty: 5955.816895
	Iteration 218Q: 3 clusters Score -2.006778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -20067766.000000 Penalty: 5955.816895
	Iteration 219Q: 3 clusters Score -2.006777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162518 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20067768.000000 Penalty: 5955.816895
	Iteration 220F: 3 clusters Score -2.006777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162533 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20067780.000000 Penalty: 5955.816895
	Iteration 221Q: 3 clusters Score -2.006778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20067784.000000 Penalty: 5955.816895
	Iteration 222Q: 3 clusters Score -2.006778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162576 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20067804.000000 Penalty: 5955.816895
	Iteration 223Q: 3 clusters Score -2.00678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -20067816.000000 Penalty: 5955.816895
	Iteration 224Q: 3 clusters Score -2.006782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162604 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -20067824.000000 Penalty: 5955.816895
	Iteration 225Q: 3 clusters Score -2.006782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162624 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -20067826.000000 Penalty: 5955.816895
	Iteration 226Q: 3 clusters Score -2.006783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -20067830.000000 Penalty: 5955.816895
	Iteration 227Q: 3 clusters Score -2.006783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20067846.000000 Penalty: 5955.816895
	Iteration 228Q: 3 clusters Score -2.006785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20067836.000000 Penalty: 5955.816895
	Iteration 229Q: 3 clusters Score -2.006784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20067844.000000 Penalty: 5955.816895
	Iteration 230Q: 3 clusters Score -2.006784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20067852.000000 Penalty: 5955.816895
	Iteration 231Q: 3 clusters Score -2.006785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162696 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20067856.000000 Penalty: 5955.816895
	Iteration 232Q: 3 clusters Score -2.006786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20067856.000000 Penalty: 5955.816895
	Iteration 233Q: 3 clusters Score -2.006786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20067856.000000 Penalty: 5955.816895
	Iteration 234F: 3 clusters Score -2.006786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Entering Unmasked Estep 
Score: -853830.500000 Penalty: 2206.116211
	Iteration 0F: 2 clusters Score -853830.5 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 3644 members 
Entering Unmasked Estep 
Score: -847914.687500 Penalty: 4412.232422
	Iteration 0F: 3 clusters Score -847914.7 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -849532.562500 Penalty: 4412.232422
	Iteration 1F: 3 clusters Score -849532.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -849813.812500 Penalty: 4412.232422
	Iteration 2F: 3 clusters Score -849813.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -849989.375000 Penalty: 4412.232422
	Iteration 3Q: 3 clusters Score -849989.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -850126.750000 Penalty: 4412.232422
	Iteration 4Q: 3 clusters Score -850126.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -850225.125000 Penalty: 4412.232422
	Iteration 5Q: 3 clusters Score -850225.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -850296.937500 Penalty: 4412.232422
	Iteration 6Q: 3 clusters Score -850296.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -850343.062500 Penalty: 4412.232422
	Iteration 7Q: 3 clusters Score -850343.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -850386.125000 Penalty: 4412.232422
	Iteration 8Q: 3 clusters Score -850386.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -850427.375000 Penalty: 4412.232422
	Iteration 9Q: 3 clusters Score -850427.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -850472.375000 Penalty: 4412.232422
	Iteration 10Q: 3 clusters Score -850472.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -850526.437500 Penalty: 4412.232422
	Iteration 11Q: 3 clusters Score -850526.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -850579.687500 Penalty: 4412.232422
	Iteration 12Q: 3 clusters Score -850579.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -850634.312500 Penalty: 4412.232422
	Iteration 13Q: 3 clusters Score -850634.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -850695.187500 Penalty: 4412.232422
	Iteration 14Q: 3 clusters Score -850695.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -850768.375000 Penalty: 4412.232422
	Iteration 15Q: 3 clusters Score -850768.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -850859.937500 Penalty: 4412.232422
	Iteration 16Q: 3 clusters Score -850859.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -850965.687500 Penalty: 4412.232422
	Iteration 17Q: 3 clusters Score -850965.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -851080.062500 Penalty: 4412.232422
	Iteration 18Q: 3 clusters Score -851080.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -851202.812500 Penalty: 4412.232422
	Iteration 19Q: 3 clusters Score -851202.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -851311.812500 Penalty: 4412.232422
	Iteration 20F: 3 clusters Score -851311.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -851434.625000 Penalty: 4412.232422
	Iteration 21Q: 3 clusters Score -851434.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -851576.125000 Penalty: 4412.232422
	Iteration 22Q: 3 clusters Score -851576.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -851725.687500 Penalty: 4412.232422
	Iteration 23Q: 3 clusters Score -851725.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -851853.375000 Penalty: 4412.232422
	Iteration 24Q: 3 clusters Score -851853.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -851969.000000 Penalty: 4412.232422
	Iteration 25Q: 3 clusters Score -851969 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -852084.062500 Penalty: 4412.232422
	Iteration 26Q: 3 clusters Score -852084.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -852210.750000 Penalty: 4412.232422
	Iteration 27Q: 3 clusters Score -852210.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -852345.750000 Penalty: 4412.232422
	Iteration 28Q: 3 clusters Score -852345.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -852477.937500 Penalty: 4412.232422
	Iteration 29Q: 3 clusters Score -852477.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -852620.750000 Penalty: 4412.232422
	Iteration 30Q: 3 clusters Score -852620.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -852764.500000 Penalty: 4412.232422
	Iteration 31Q: 3 clusters Score -852764.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -852913.500000 Penalty: 4412.232422
	Iteration 32Q: 3 clusters Score -852913.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -853039.000000 Penalty: 4412.232422
	Iteration 33Q: 3 clusters Score -853039 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -853141.062500 Penalty: 4412.232422
	Iteration 34Q: 3 clusters Score -853141.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -853199.500000 Penalty: 4412.232422
	Iteration 35Q: 3 clusters Score -853199.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -853224.687500 Penalty: 4412.232422
	Iteration 36Q: 3 clusters Score -853224.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -853248.437500 Penalty: 4412.232422
	Iteration 37Q: 3 clusters Score -853248.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -853260.062500 Penalty: 4412.232422
	Iteration 38Q: 3 clusters Score -853260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -853269.000000 Penalty: 4412.232422
	Iteration 39Q: 3 clusters Score -853269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -853274.312500 Penalty: 4412.232422
	Iteration 40F: 3 clusters Score -853274.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -853279.625000 Penalty: 4412.232422
	Iteration 41Q: 3 clusters Score -853279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -853284.375000 Penalty: 4412.232422
	Iteration 42Q: 3 clusters Score -853284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -853284.437500 Penalty: 4412.232422
	Iteration 43Q: 3 clusters Score -853284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -853284.437500 Penalty: 4412.232422
	Iteration 44F: 3 clusters Score -853284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (154030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Entering Unmasked Estep 
Score: -19088058.000000 Penalty: 2962.335693
	Iteration 0F: 2 clusters Score -1.908806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -18985082.000000 Penalty: 5924.671387
	Iteration 0F: 3 clusters Score -1.898508e+07 nChanged 73783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -19027554.000000 Penalty: 5924.671387
	Iteration 1F: 3 clusters Score -1.902755e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -19028318.000000 Penalty: 5924.671387
	Iteration 2Q: 3 clusters Score -1.902832e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -19029294.000000 Penalty: 5924.671387
	Iteration 3Q: 3 clusters Score -1.902929e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -19031048.000000 Penalty: 5924.671387
	Iteration 4Q: 3 clusters Score -1.903105e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -19034042.000000 Penalty: 5924.671387
	Iteration 5Q: 3 clusters Score -1.903404e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -19039606.000000 Penalty: 5924.671387
	Iteration 6F: 3 clusters Score -1.903961e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -19049130.000000 Penalty: 5924.671387
	Iteration 7F: 3 clusters Score -1.904913e+07 nChanged 13514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -19061696.000000 Penalty: 5924.671387
	Iteration 8F: 3 clusters Score -1.90617e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 137995 members 
Entering Unmasked Estep 
Score: -19072870.000000 Penalty: 5924.671387
	Iteration 9F: 3 clusters Score -1.907287e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 144574 members 
Entering Unmasked Estep 
Score: -19079696.000000 Penalty: 5924.671387
	Iteration 10Q: 3 clusters Score -1.90797e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 147629 members 
Entering Unmasked Estep 
Score: -19082904.000000 Penalty: 5924.671387
	Iteration 11Q: 3 clusters Score -1.90829e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -19084298.000000 Penalty: 5924.671387
	Iteration 12Q: 3 clusters Score -1.90843e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -19084986.000000 Penalty: 5924.671387
	Iteration 13Q: 3 clusters Score -1.908499e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 149883 members 
Entering Unmasked Estep 
Score: -19085374.000000 Penalty: 5924.671387
	Iteration 14Q: 3 clusters Score -1.908537e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -19085600.000000 Penalty: 5924.671387
	Iteration 15Q: 3 clusters Score -1.90856e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -19085792.000000 Penalty: 5924.671387
	Iteration 16Q: 3 clusters Score -1.908579e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 150498 members 
Entering Unmasked Estep 
Score: -19085920.000000 Penalty: 5924.671387
	Iteration 17Q: 3 clusters Score -1.908592e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 150629 members 
Entering Unmasked Estep 
Score: -19085982.000000 Penalty: 5924.671387
	Iteration 18Q: 3 clusters Score -1.908598e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 150742 members 
Entering Unmasked Estep 
Score: -19086068.000000 Penalty: 5924.671387
	Iteration 19Q: 3 clusters Score -1.908607e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 150827 members 
Entering Unmasked Estep 
Score: -19086044.000000 Penalty: 5924.671387
	Iteration 20F: 3 clusters Score -1.908604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 150898 members 
Entering Unmasked Estep 
Score: -19086060.000000 Penalty: 5924.671387
	Iteration 21Q: 3 clusters Score -1.908606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -19086068.000000 Penalty: 5924.671387
	Iteration 22Q: 3 clusters Score -1.908607e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -19086080.000000 Penalty: 5924.671387
	Iteration 23Q: 3 clusters Score -1.908608e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -19086080.000000 Penalty: 5924.671387
	Iteration 24Q: 3 clusters Score -1.908608e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 151088 members 
Entering Unmasked Estep 
Score: -19086072.000000 Penalty: 5924.671387
	Iteration 25Q: 3 clusters Score -1.908607e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -19086092.000000 Penalty: 5924.671387
	Iteration 26Q: 3 clusters Score -1.908609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 151161 members 
Entering Unmasked Estep 
Score: -19086096.000000 Penalty: 5924.671387
	Iteration 27Q: 3 clusters Score -1.90861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -19086126.000000 Penalty: 5924.671387
	Iteration 28Q: 3 clusters Score -1.908613e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 151221 members 
Entering Unmasked Estep 
Score: -19086164.000000 Penalty: 5924.671387
	Iteration 29Q: 3 clusters Score -1.908616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 151245 members 
Entering Unmasked Estep 
Score: -19086208.000000 Penalty: 5924.671387
	Iteration 30Q: 3 clusters Score -1.908621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -19086170.000000 Penalty: 5924.671387
	Iteration 31Q: 3 clusters Score -1.908617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -19086170.000000 Penalty: 5924.671387
	Iteration 32Q: 3 clusters Score -1.908617e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -19086192.000000 Penalty: 5924.671387
	Iteration 33Q: 3 clusters Score -1.908619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -19086188.000000 Penalty: 5924.671387
	Iteration 34Q: 3 clusters Score -1.908619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -19086174.000000 Penalty: 5924.671387
	Iteration 35Q: 3 clusters Score -1.908617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -19086176.000000 Penalty: 5924.671387
	Iteration 36Q: 3 clusters Score -1.908618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -19086182.000000 Penalty: 5924.671387
	Iteration 37Q: 3 clusters Score -1.908618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 151320 members 
Entering Unmasked Estep 
Score: -19086196.000000 Penalty: 5924.671387
	Iteration 38Q: 3 clusters Score -1.90862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 151325 members 
Entering Unmasked Estep 
Score: -19086180.000000 Penalty: 5924.671387
	Iteration 39Q: 3 clusters Score -1.908618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 151331 members 
Entering Unmasked Estep 
Score: -19086172.000000 Penalty: 5924.671387
	Iteration 40F: 3 clusters Score -1.908617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 151336 members 
Entering Unmasked Estep 
Score: -19086176.000000 Penalty: 5924.671387
	Iteration 41Q: 3 clusters Score -1.908618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -19086188.000000 Penalty: 5924.671387
	Iteration 42Q: 3 clusters Score -1.908619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 151349 members 
Entering Unmasked Estep 
Score: -19086180.000000 Penalty: 5924.671387
	Iteration 43Q: 3 clusters Score -1.908618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -19086198.000000 Penalty: 5924.671387
	Iteration 44Q: 3 clusters Score -1.90862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -19086202.000000 Penalty: 5924.671387
	Iteration 45Q: 3 clusters Score -1.90862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 151360 members 
Entering Unmasked Estep 
Score: -19086198.000000 Penalty: 5924.671387
	Iteration 46Q: 3 clusters Score -1.90862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 151361 members 
Entering Unmasked Estep 
Score: -19086210.000000 Penalty: 5924.671387
	Iteration 47Q: 3 clusters Score -1.908621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 151363 members 
Entering Unmasked Estep 
Score: -19086204.000000 Penalty: 5924.671387
	Iteration 48Q: 3 clusters Score -1.90862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 151366 members 
Entering Unmasked Estep 
Score: -19086204.000000 Penalty: 5924.671387
	Iteration 49Q: 3 clusters Score -1.90862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 151367 members 
Entering Unmasked Estep 
Score: -19086208.000000 Penalty: 5924.671387
	Iteration 50Q: 3 clusters Score -1.908621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 151369 members 
Entering Unmasked Estep 
Score: -19086212.000000 Penalty: 5924.671387
	Iteration 51Q: 3 clusters Score -1.908621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 151370 members 
Entering Unmasked Estep 
Score: -19086214.000000 Penalty: 5924.671387
	Iteration 52Q: 3 clusters Score -1.908621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 151371 members 
Entering Unmasked Estep 
Score: -19086210.000000 Penalty: 5924.671387
	Iteration 53Q: 3 clusters Score -1.908621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 151373 members 
Entering Unmasked Estep 
Score: -19086204.000000 Penalty: 5924.671387
	Iteration 54Q: 3 clusters Score -1.90862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 151373 members 
Entering Unmasked Estep 
Score: -19086204.000000 Penalty: 5924.671387
	Iteration 55F: 3 clusters Score -1.90862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (199672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199672 members 
Entering Unmasked Estep 
Score: -24433022.000000 Penalty: 3026.698975
	Iteration 0F: 2 clusters Score -2.443302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -24302536.000000 Penalty: 6053.397949
	Iteration 0F: 3 clusters Score -2.430254e+07 nChanged 95870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -24359614.000000 Penalty: 6053.397949
	Iteration 1F: 3 clusters Score -2.435961e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -24362158.000000 Penalty: 6053.397949
	Iteration 2Q: 3 clusters Score -2.436216e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106080 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -24366176.000000 Penalty: 6053.397949
	Iteration 3Q: 3 clusters Score -2.436618e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110226 members 
Mstep: Class 2 contains 89446 members 
Entering Unmasked Estep 
Score: -24372140.000000 Penalty: 6053.397949
	Iteration 4F: 3 clusters Score -2.437214e+07 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116755 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -24380700.000000 Penalty: 6053.397949
	Iteration 5F: 3 clusters Score -2.43807e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125383 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -24391888.000000 Penalty: 6053.397949
	Iteration 6F: 3 clusters Score -2.439189e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -24404646.000000 Penalty: 6053.397949
	Iteration 7F: 3 clusters Score -2.440465e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -24415034.000000 Penalty: 6053.397949
	Iteration 8F: 3 clusters Score -2.441503e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146651 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -24419604.000000 Penalty: 6053.397949
	Iteration 9Q: 3 clusters Score -2.44196e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150468 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -24421668.000000 Penalty: 6053.397949
	Iteration 10Q: 3 clusters Score -2.442167e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153988 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -24422980.000000 Penalty: 6053.397949
	Iteration 11Q: 3 clusters Score -2.442298e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -24424002.000000 Penalty: 6053.397949
	Iteration 12Q: 3 clusters Score -2.4424e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -24425016.000000 Penalty: 6053.397949
	Iteration 13Q: 3 clusters Score -2.442502e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -24426044.000000 Penalty: 6053.397949
	Iteration 14Q: 3 clusters Score -2.442604e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167169 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -24426990.000000 Penalty: 6053.397949
	Iteration 15Q: 3 clusters Score -2.442699e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170380 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -24427786.000000 Penalty: 6053.397949
	Iteration 16Q: 3 clusters Score -2.442779e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173457 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -24428560.000000 Penalty: 6053.397949
	Iteration 17Q: 3 clusters Score -2.442856e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176393 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -24429280.000000 Penalty: 6053.397949
	Iteration 18Q: 3 clusters Score -2.442928e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -24429904.000000 Penalty: 6053.397949
	Iteration 19Q: 3 clusters Score -2.44299e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181719 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -24430498.000000 Penalty: 6053.397949
	Iteration 20F: 3 clusters Score -2.44305e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183986 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -24430894.000000 Penalty: 6053.397949
	Iteration 21Q: 3 clusters Score -2.443089e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186039 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -24431196.000000 Penalty: 6053.397949
	Iteration 22Q: 3 clusters Score -2.44312e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187823 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -24431554.000000 Penalty: 6053.397949
	Iteration 23Q: 3 clusters Score -2.443155e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189406 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -24431700.000000 Penalty: 6053.397949
	Iteration 24Q: 3 clusters Score -2.44317e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190727 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -24432000.000000 Penalty: 6053.397949
	Iteration 25Q: 3 clusters Score -2.4432e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191810 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -24432140.000000 Penalty: 6053.397949
	Iteration 26Q: 3 clusters Score -2.443214e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192729 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -24432232.000000 Penalty: 6053.397949
	Iteration 27Q: 3 clusters Score -2.443223e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193493 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -24432394.000000 Penalty: 6053.397949
	Iteration 28Q: 3 clusters Score -2.443239e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194154 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -24432416.000000 Penalty: 6053.397949
	Iteration 29Q: 3 clusters Score -2.443242e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194705 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -24432586.000000 Penalty: 6053.397949
	Iteration 30Q: 3 clusters Score -2.443259e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -24432574.000000 Penalty: 6053.397949
	Iteration 31Q: 3 clusters Score -2.443257e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195494 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -24432540.000000 Penalty: 6053.397949
	Iteration 32Q: 3 clusters Score -2.443254e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195776 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -24432584.000000 Penalty: 6053.397949
	Iteration 33Q: 3 clusters Score -2.443258e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196001 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -24432572.000000 Penalty: 6053.397949
	Iteration 34Q: 3 clusters Score -2.443257e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196185 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -24432622.000000 Penalty: 6053.397949
	Iteration 35Q: 3 clusters Score -2.443262e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196307 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -24432598.000000 Penalty: 6053.397949
	Iteration 36Q: 3 clusters Score -2.44326e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196425 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -24432570.000000 Penalty: 6053.397949
	Iteration 37Q: 3 clusters Score -2.443257e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196525 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -24432590.000000 Penalty: 6053.397949
	Iteration 38Q: 3 clusters Score -2.443259e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196600 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -24432608.000000 Penalty: 6053.397949
	Iteration 39Q: 3 clusters Score -2.443261e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196671 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -24432624.000000 Penalty: 6053.397949
	Iteration 40F: 3 clusters Score -2.443262e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196723 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -24432646.000000 Penalty: 6053.397949
	Iteration 41Q: 3 clusters Score -2.443265e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196767 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -24432672.000000 Penalty: 6053.397949
	Iteration 42Q: 3 clusters Score -2.443267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196805 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -24432630.000000 Penalty: 6053.397949
	Iteration 43Q: 3 clusters Score -2.443263e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196847 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -24432626.000000 Penalty: 6053.397949
	Iteration 44Q: 3 clusters Score -2.443263e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196889 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24432616.000000 Penalty: 6053.397949
	Iteration 45Q: 3 clusters Score -2.443262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196925 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -24432602.000000 Penalty: 6053.397949
	Iteration 46Q: 3 clusters Score -2.44326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196950 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -24432604.000000 Penalty: 6053.397949
	Iteration 47Q: 3 clusters Score -2.44326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196973 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -24432572.000000 Penalty: 6053.397949
	Iteration 48Q: 3 clusters Score -2.443257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196996 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -24432594.000000 Penalty: 6053.397949
	Iteration 49Q: 3 clusters Score -2.443259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197021 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -24432574.000000 Penalty: 6053.397949
	Iteration 50Q: 3 clusters Score -2.443257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197047 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -24432560.000000 Penalty: 6053.397949
	Iteration 51Q: 3 clusters Score -2.443256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197063 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -24432572.000000 Penalty: 6053.397949
	Iteration 52Q: 3 clusters Score -2.443257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197085 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -24432588.000000 Penalty: 6053.397949
	Iteration 53Q: 3 clusters Score -2.443259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197104 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -24432608.000000 Penalty: 6053.397949
	Iteration 54Q: 3 clusters Score -2.443261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197114 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -24432606.000000 Penalty: 6053.397949
	Iteration 55Q: 3 clusters Score -2.443261e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197123 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -24432594.000000 Penalty: 6053.397949
	Iteration 56Q: 3 clusters Score -2.443259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -24432578.000000 Penalty: 6053.397949
	Iteration 57Q: 3 clusters Score -2.443258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197127 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -24432578.000000 Penalty: 6053.397949
	Iteration 58F: 3 clusters Score -2.443258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Entering Unmasked Estep 
Score: -5342887.000000 Penalty: 2642.047363
	Iteration 0F: 2 clusters Score -5342887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5314143.000000 Penalty: 5284.094727
	Iteration 0F: 3 clusters Score -5314143 nChanged 19405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5324946.500000 Penalty: 5284.094727
	Iteration 1F: 3 clusters Score -5324946 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5325372.000000 Penalty: 5284.094727
	Iteration 2Q: 3 clusters Score -5325372 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -5325756.500000 Penalty: 5284.094727
	Iteration 3Q: 3 clusters Score -5325756 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5326099.500000 Penalty: 5284.094727
	Iteration 4Q: 3 clusters Score -5326100 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5326452.500000 Penalty: 5284.094727
	Iteration 5Q: 3 clusters Score -5326452 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5326823.500000 Penalty: 5284.094727
	Iteration 6Q: 3 clusters Score -5326824 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -5327332.000000 Penalty: 5284.094727
	Iteration 7Q: 3 clusters Score -5327332 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5328067.000000 Penalty: 5284.094727
	Iteration 8Q: 3 clusters Score -5328067 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -5329132.500000 Penalty: 5284.094727
	Iteration 9Q: 3 clusters Score -5329132 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -5330638.500000 Penalty: 5284.094727
	Iteration 10F: 3 clusters Score -5330638 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -5332750.500000 Penalty: 5284.094727
	Iteration 11F: 3 clusters Score -5332750 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5335221.000000 Penalty: 5284.094727
	Iteration 12F: 3 clusters Score -5335221 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5337475.500000 Penalty: 5284.094727
	Iteration 13F: 3 clusters Score -5337476 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5339007.000000 Penalty: 5284.094727
	Iteration 14Q: 3 clusters Score -5339007 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5339835.000000 Penalty: 5284.094727
	Iteration 15Q: 3 clusters Score -5339835 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5340193.000000 Penalty: 5284.094727
	Iteration 16Q: 3 clusters Score -5340193 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5340355.000000 Penalty: 5284.094727
	Iteration 17Q: 3 clusters Score -5340355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5340420.000000 Penalty: 5284.094727
	Iteration 18Q: 3 clusters Score -5340420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5340447.500000 Penalty: 5284.094727
	Iteration 19Q: 3 clusters Score -5340448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5340472.000000 Penalty: 5284.094727
	Iteration 20F: 3 clusters Score -5340472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5340487.000000 Penalty: 5284.094727
	Iteration 21Q: 3 clusters Score -5340487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5340499.500000 Penalty: 5284.094727
	Iteration 22Q: 3 clusters Score -5340500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5340500.000000 Penalty: 5284.094727
	Iteration 23Q: 3 clusters Score -5340500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5340499.500000 Penalty: 5284.094727
	Iteration 24Q: 3 clusters Score -5340500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5340503.000000 Penalty: 5284.094727
	Iteration 25Q: 3 clusters Score -5340503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5340503.000000 Penalty: 5284.094727
	Iteration 26F: 3 clusters Score -5340503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (176250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176250 members 
Entering Unmasked Estep 
Score: -21868930.000000 Penalty: 2995.755371
	Iteration 0F: 2 clusters Score -2.186893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88144 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -21757602.000000 Penalty: 5991.510742
	Iteration 0F: 3 clusters Score -2.17576e+07 nChanged 84539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 87783 members 
Entering Unmasked Estep 
Score: -21806648.000000 Penalty: 5991.510742
	Iteration 1F: 3 clusters Score -2.180665e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -21807492.000000 Penalty: 5991.510742
	Iteration 2Q: 3 clusters Score -2.180749e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -21808460.000000 Penalty: 5991.510742
	Iteration 3Q: 3 clusters Score -2.180846e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -21809562.000000 Penalty: 5991.510742
	Iteration 4Q: 3 clusters Score -2.180956e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -21811146.000000 Penalty: 5991.510742
	Iteration 5Q: 3 clusters Score -2.181115e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -21813346.000000 Penalty: 5991.510742
	Iteration 6Q: 3 clusters Score -2.181335e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -21816838.000000 Penalty: 5991.510742
	Iteration 7Q: 3 clusters Score -2.181684e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103220 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -21822430.000000 Penalty: 5991.510742
	Iteration 8F: 3 clusters Score -2.182243e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109418 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -21830136.000000 Penalty: 5991.510742
	Iteration 9F: 3 clusters Score -2.183014e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116047 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -21839300.000000 Penalty: 5991.510742
	Iteration 10F: 3 clusters Score -2.18393e+07 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -21847842.000000 Penalty: 5991.510742
	Iteration 11F: 3 clusters Score -2.184784e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -21853524.000000 Penalty: 5991.510742
	Iteration 12Q: 3 clusters Score -2.185352e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129248 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -21856158.000000 Penalty: 5991.510742
	Iteration 13Q: 3 clusters Score -2.185616e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132018 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -21857460.000000 Penalty: 5991.510742
	Iteration 14Q: 3 clusters Score -2.185746e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -21858426.000000 Penalty: 5991.510742
	Iteration 15Q: 3 clusters Score -2.185843e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -21859468.000000 Penalty: 5991.510742
	Iteration 16Q: 3 clusters Score -2.185947e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -21860554.000000 Penalty: 5991.510742
	Iteration 17Q: 3 clusters Score -2.186055e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142659 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -21861478.000000 Penalty: 5991.510742
	Iteration 18Q: 3 clusters Score -2.186148e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -21862366.000000 Penalty: 5991.510742
	Iteration 19Q: 3 clusters Score -2.186237e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147723 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -21863298.000000 Penalty: 5991.510742
	Iteration 20F: 3 clusters Score -2.18633e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -21864034.000000 Penalty: 5991.510742
	Iteration 21Q: 3 clusters Score -2.186403e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -21864876.000000 Penalty: 5991.510742
	Iteration 22Q: 3 clusters Score -2.186488e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -21865710.000000 Penalty: 5991.510742
	Iteration 23Q: 3 clusters Score -2.186571e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158353 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -21866408.000000 Penalty: 5991.510742
	Iteration 24Q: 3 clusters Score -2.186641e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -21866886.000000 Penalty: 5991.510742
	Iteration 25Q: 3 clusters Score -2.186689e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -21867052.000000 Penalty: 5991.510742
	Iteration 26Q: 3 clusters Score -2.186705e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -21867260.000000 Penalty: 5991.510742
	Iteration 27Q: 3 clusters Score -2.186726e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -21867444.000000 Penalty: 5991.510742
	Iteration 28Q: 3 clusters Score -2.186744e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -21867570.000000 Penalty: 5991.510742
	Iteration 29Q: 3 clusters Score -2.186757e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -21867504.000000 Penalty: 5991.510742
	Iteration 30Q: 3 clusters Score -2.18675e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -21867406.000000 Penalty: 5991.510742
	Iteration 31Q: 3 clusters Score -2.186741e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171506 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -21867284.000000 Penalty: 5991.510742
	Iteration 32Q: 3 clusters Score -2.186728e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -21867244.000000 Penalty: 5991.510742
	Iteration 33Q: 3 clusters Score -2.186724e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172613 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -21867264.000000 Penalty: 5991.510742
	Iteration 34Q: 3 clusters Score -2.186726e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21867322.000000 Penalty: 5991.510742
	Iteration 35Q: 3 clusters Score -2.186732e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21867288.000000 Penalty: 5991.510742
	Iteration 36Q: 3 clusters Score -2.186729e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173689 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21867316.000000 Penalty: 5991.510742
	Iteration 37Q: 3 clusters Score -2.186732e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21867296.000000 Penalty: 5991.510742
	Iteration 38Q: 3 clusters Score -2.18673e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174095 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -21867298.000000 Penalty: 5991.510742
	Iteration 39Q: 3 clusters Score -2.18673e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174257 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21867260.000000 Penalty: 5991.510742
	Iteration 40F: 3 clusters Score -2.186726e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174397 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21867248.000000 Penalty: 5991.510742
	Iteration 41Q: 3 clusters Score -2.186725e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -21867288.000000 Penalty: 5991.510742
	Iteration 42Q: 3 clusters Score -2.186729e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174586 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21867298.000000 Penalty: 5991.510742
	Iteration 43Q: 3 clusters Score -2.18673e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -21867242.000000 Penalty: 5991.510742
	Iteration 44Q: 3 clusters Score -2.186724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174700 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21867228.000000 Penalty: 5991.510742
	Iteration 45Q: 3 clusters Score -2.186723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174744 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21867236.000000 Penalty: 5991.510742
	Iteration 46Q: 3 clusters Score -2.186724e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174787 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21867258.000000 Penalty: 5991.510742
	Iteration 47Q: 3 clusters Score -2.186726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174817 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -21867270.000000 Penalty: 5991.510742
	Iteration 48Q: 3 clusters Score -2.186727e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21867260.000000 Penalty: 5991.510742
	Iteration 49Q: 3 clusters Score -2.186726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174860 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21867268.000000 Penalty: 5991.510742
	Iteration 50Q: 3 clusters Score -2.186727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174879 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21867266.000000 Penalty: 5991.510742
	Iteration 51Q: 3 clusters Score -2.186727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174893 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21867244.000000 Penalty: 5991.510742
	Iteration 52Q: 3 clusters Score -2.186724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174902 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -21867256.000000 Penalty: 5991.510742
	Iteration 53Q: 3 clusters Score -2.186726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -21867268.000000 Penalty: 5991.510742
	Iteration 54Q: 3 clusters Score -2.186727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21867270.000000 Penalty: 5991.510742
	Iteration 55Q: 3 clusters Score -2.186727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174921 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -21867268.000000 Penalty: 5991.510742
	Iteration 56Q: 3 clusters Score -2.186727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174925 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21867274.000000 Penalty: 5991.510742
	Iteration 57Q: 3 clusters Score -2.186727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174931 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21867276.000000 Penalty: 5991.510742
	Iteration 58Q: 3 clusters Score -2.186728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174930 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -21867278.000000 Penalty: 5991.510742
	Iteration 59Q: 3 clusters Score -2.186728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174934 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21867280.000000 Penalty: 5991.510742
	Iteration 60F: 3 clusters Score -2.186728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174936 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21867284.000000 Penalty: 5991.510742
	Iteration 61Q: 3 clusters Score -2.186728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174942 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21867300.000000 Penalty: 5991.510742
	Iteration 62Q: 3 clusters Score -2.18673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21867310.000000 Penalty: 5991.510742
	Iteration 63Q: 3 clusters Score -2.186731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21867296.000000 Penalty: 5991.510742
	Iteration 64Q: 3 clusters Score -2.18673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -21867296.000000 Penalty: 5991.510742
	Iteration 65F: 3 clusters Score -2.18673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (207637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207637 members 
Entering Unmasked Estep 
Score: -25418448.000000 Penalty: 3036.399414
	Iteration 0F: 2 clusters Score -2.541845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103346 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -25287770.000000 Penalty: 6072.798828
	Iteration 0F: 3 clusters Score -2.528777e+07 nChanged 100076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 112759 members 
Entering Unmasked Estep 
Score: -25346526.000000 Penalty: 6072.798828
	Iteration 1F: 3 clusters Score -2.534653e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 118217 members 
Entering Unmasked Estep 
Score: -25348378.000000 Penalty: 6072.798828
	Iteration 2Q: 3 clusters Score -2.534838e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -25352124.000000 Penalty: 6072.798828
	Iteration 3Q: 3 clusters Score -2.535212e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 139596 members 
Entering Unmasked Estep 
Score: -25360098.000000 Penalty: 6072.798828
	Iteration 4F: 3 clusters Score -2.53601e+07 nChanged 18183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -25374402.000000 Penalty: 6072.798828
	Iteration 5F: 3 clusters Score -2.53744e+07 nChanged 20855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 178256 members 
Entering Unmasked Estep 
Score: -25393044.000000 Penalty: 6072.798828
	Iteration 6F: 3 clusters Score -2.539304e+07 nChanged 17318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 195570 members 
Entering Unmasked Estep 
Score: -25407102.000000 Penalty: 6072.798828
	Iteration 7F: 3 clusters Score -2.54071e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 204305 members 
Entering Unmasked Estep 
Score: -25413744.000000 Penalty: 6072.798828
	Iteration 8Q: 3 clusters Score -2.541374e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 206802 members 
Entering Unmasked Estep 
Score: -25415184.000000 Penalty: 6072.798828
	Iteration 9Q: 3 clusters Score -2.541518e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -25415582.000000 Penalty: 6072.798828
	Iteration 10Q: 3 clusters Score -2.541558e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 207411 members 
Entering Unmasked Estep 
Score: -25415702.000000 Penalty: 6072.798828
	Iteration 11Q: 3 clusters Score -2.54157e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 207433 members 
Entering Unmasked Estep 
Score: -25415750.000000 Penalty: 6072.798828
	Iteration 12Q: 3 clusters Score -2.541575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207437 members 
Entering Unmasked Estep 
Score: -25415754.000000 Penalty: 6072.798828
	Iteration 13Q: 3 clusters Score -2.541575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207445 members 
Entering Unmasked Estep 
Score: -25415746.000000 Penalty: 6072.798828
	Iteration 14Q: 3 clusters Score -2.541575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -25415748.000000 Penalty: 6072.798828
	Iteration 15Q: 3 clusters Score -2.541575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 207448 members 
Entering Unmasked Estep 
Score: -25415762.000000 Penalty: 6072.798828
	Iteration 16Q: 3 clusters Score -2.541576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207449 members 
Entering Unmasked Estep 
Score: -25415760.000000 Penalty: 6072.798828
	Iteration 17Q: 3 clusters Score -2.541576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207449 members 
Entering Unmasked Estep 
Score: -25415760.000000 Penalty: 6072.798828
	Iteration 18F: 3 clusters Score -2.541576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -86344.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -86344.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84591.898438 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -84591.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84829.898438 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -84829.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84946.859375 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -84946.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85002.296875 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -85002.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85022.171875 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -85022.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85028.843750 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -85028.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85033.351562 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -85033.35 nChanged 3
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: -85037.460938 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -85037.46 nChanged 3
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: -85041.125000 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -85041.12 nChanged 1
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: -85041.828125 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -85041.83 nChanged 1
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: -85043.218750 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -85043.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85045.671875 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -85045.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85048.632812 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -85048.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85048.632812 Penalty: 3297.253418
	Iteration 13F: 3 clusters Score -85048.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (75277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Entering Unmasked Estep 
Score: -8940593.000000 Penalty: 2784.774414
	Iteration 0F: 2 clusters Score -8940593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8890190.000000 Penalty: 5569.548828
	Iteration 0F: 3 clusters Score -8890190 nChanged 35298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -8909816.000000 Penalty: 5569.548828
	Iteration 1F: 3 clusters Score -8909816 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8910282.000000 Penalty: 5569.548828
	Iteration 2Q: 3 clusters Score -8910282 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -8910777.000000 Penalty: 5569.548828
	Iteration 3Q: 3 clusters Score -8910777 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -8911241.000000 Penalty: 5569.548828
	Iteration 4Q: 3 clusters Score -8911241 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -8911703.000000 Penalty: 5569.548828
	Iteration 5Q: 3 clusters Score -8911703 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -8912291.000000 Penalty: 5569.548828
	Iteration 6Q: 3 clusters Score -8912291 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -8913193.000000 Penalty: 5569.548828
	Iteration 7Q: 3 clusters Score -8913193 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -8914629.000000 Penalty: 5569.548828
	Iteration 8Q: 3 clusters Score -8914629 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -8917020.000000 Penalty: 5569.548828
	Iteration 9F: 3 clusters Score -8917020 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -8920923.000000 Penalty: 5569.548828
	Iteration 10F: 3 clusters Score -8920923 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -8926188.000000 Penalty: 5569.548828
	Iteration 11F: 3 clusters Score -8926188 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8931726.000000 Penalty: 5569.548828
	Iteration 12F: 3 clusters Score -8931726 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8935600.000000 Penalty: 5569.548828
	Iteration 13F: 3 clusters Score -8935600 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8937181.000000 Penalty: 5569.548828
	Iteration 14Q: 3 clusters Score -8937181 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8937719.000000 Penalty: 5569.548828
	Iteration 15Q: 3 clusters Score -8937719 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8937898.000000 Penalty: 5569.548828
	Iteration 16Q: 3 clusters Score -8937898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8937992.000000 Penalty: 5569.548828
	Iteration 17Q: 3 clusters Score -8937992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8938045.000000 Penalty: 5569.548828
	Iteration 18Q: 3 clusters Score -8938045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8938060.000000 Penalty: 5569.548828
	Iteration 19Q: 3 clusters Score -8938060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8938070.000000 Penalty: 5569.548828
	Iteration 20F: 3 clusters Score -8938070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8938074.000000 Penalty: 5569.548828
	Iteration 21Q: 3 clusters Score -8938074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8938086.000000 Penalty: 5569.548828
	Iteration 22Q: 3 clusters Score -8938086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8938091.000000 Penalty: 5569.548828
	Iteration 23Q: 3 clusters Score -8938091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8938093.000000 Penalty: 5569.548828
	Iteration 24Q: 3 clusters Score -8938093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8938099.000000 Penalty: 5569.548828
	Iteration 25Q: 3 clusters Score -8938099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8938099.000000 Penalty: 5569.548828
	Iteration 26F: 3 clusters Score -8938099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Entering Unmasked Estep 
Score: -1815755.000000 Penalty: 2384.736328
	Iteration 0F: 2 clusters Score -1815755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1804891.875000 Penalty: 4769.472656
	Iteration 0F: 3 clusters Score -1804892 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1808275.000000 Penalty: 4769.472656
	Iteration 1F: 3 clusters Score -1808275 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1808684.625000 Penalty: 4769.472656
	Iteration 2F: 3 clusters Score -1808685 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1809088.375000 Penalty: 4769.472656
	Iteration 3F: 3 clusters Score -1809088 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1809596.875000 Penalty: 4769.472656
	Iteration 4F: 3 clusters Score -1809597 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1810319.250000 Penalty: 4769.472656
	Iteration 5F: 3 clusters Score -1810319 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1811218.375000 Penalty: 4769.472656
	Iteration 6F: 3 clusters Score -1811218 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1812196.750000 Penalty: 4769.472656
	Iteration 7F: 3 clusters Score -1812197 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1812984.375000 Penalty: 4769.472656
	Iteration 8F: 3 clusters Score -1812984 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1813567.625000 Penalty: 4769.472656
	Iteration 9Q: 3 clusters Score -1813568 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1813944.375000 Penalty: 4769.472656
	Iteration 10Q: 3 clusters Score -1813944 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1814151.375000 Penalty: 4769.472656
	Iteration 11Q: 3 clusters Score -1814151 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1814299.500000 Penalty: 4769.472656
	Iteration 12Q: 3 clusters Score -1814300 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1814376.250000 Penalty: 4769.472656
	Iteration 13Q: 3 clusters Score -1814376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1814429.250000 Penalty: 4769.472656
	Iteration 14Q: 3 clusters Score -1814429 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1814469.000000 Penalty: 4769.472656
	Iteration 15Q: 3 clusters Score -1814469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1814501.500000 Penalty: 4769.472656
	Iteration 16Q: 3 clusters Score -1814502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1814525.625000 Penalty: 4769.472656
	Iteration 17Q: 3 clusters Score -1814526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1814548.375000 Penalty: 4769.472656
	Iteration 18Q: 3 clusters Score -1814548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1814568.750000 Penalty: 4769.472656
	Iteration 19Q: 3 clusters Score -1814569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1814583.625000 Penalty: 4769.472656
	Iteration 20F: 3 clusters Score -1814584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1814606.625000 Penalty: 4769.472656
	Iteration 21Q: 3 clusters Score -1814607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1814625.875000 Penalty: 4769.472656
	Iteration 22Q: 3 clusters Score -1814626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1814644.875000 Penalty: 4769.472656
	Iteration 23Q: 3 clusters Score -1814645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1814660.625000 Penalty: 4769.472656
	Iteration 24Q: 3 clusters Score -1814661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1814665.125000 Penalty: 4769.472656
	Iteration 25Q: 3 clusters Score -1814665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1814670.750000 Penalty: 4769.472656
	Iteration 26Q: 3 clusters Score -1814671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1814669.625000 Penalty: 4769.472656
	Iteration 27Q: 3 clusters Score -1814670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1814669.875000 Penalty: 4769.472656
	Iteration 28Q: 3 clusters Score -1814670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1814670.375000 Penalty: 4769.472656
	Iteration 29Q: 3 clusters Score -1814670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1814670.125000 Penalty: 4769.472656
	Iteration 30Q: 3 clusters Score -1814670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1814669.250000 Penalty: 4769.472656
	Iteration 31Q: 3 clusters Score -1814669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1814671.875000 Penalty: 4769.472656
	Iteration 32Q: 3 clusters Score -1814672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1814671.875000 Penalty: 4769.472656
	Iteration 33F: 3 clusters Score -1814672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -142084.390625 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -142084.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -139969.359375 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -139969.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140436.531250 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -140436.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140584.281250 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -140584.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140668.984375 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -140669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -140736.859375 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -140736.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140813.531250 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -140813.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140910.218750 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -140910.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -141036.546875 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -141036.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141154.937500 Penalty: 3571.410645
	Iteration 8F: 3 clusters Score -141154.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -141262.687500 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -141262.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141358.734375 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -141358.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141412.187500 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -141412.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141458.375000 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -141458.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -141505.750000 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -141505.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141586.359375 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -141586.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141646.968750 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -141647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141717.859375 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -141717.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141763.453125 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -141763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141785.453125 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -141785.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -141790.953125 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -141791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141793.468750 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -141793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141795.953125 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -141796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141797.312500 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -141797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141798.406250 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -141798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141798.406250 Penalty: 3571.410645
	Iteration 24F: 3 clusters Score -141798.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -314112.906250 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -314112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -311122.281250 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -311122.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311701.750000 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -311701.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -311823.062500 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -311823.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -311886.656250 Penalty: 3891.714844
	Iteration 3Q: 3 clusters Score -311886.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -311930.875000 Penalty: 3891.714844
	Iteration 4Q: 3 clusters Score -311930.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -311962.093750 Penalty: 3891.714844
	Iteration 5Q: 3 clusters Score -311962.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -311978.187500 Penalty: 3891.714844
	Iteration 6Q: 3 clusters Score -311978.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -311993.750000 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -311993.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -312005.500000 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -312005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -312015.625000 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -312015.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312021.218750 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -312021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -312023.875000 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -312023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312028.781250 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -312028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312033.875000 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -312033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312037.187500 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -312037.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -312046.687500 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -312046.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -312055.375000 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -312055.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -312067.718750 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -312067.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -312079.625000 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -312079.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -312089.125000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -312089.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -312098.062500 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -312098.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -312106.250000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -312106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312112.843750 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -312112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312121.656250 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -312121.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -312128.968750 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -312129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -312135.125000 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -312135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -312139.312500 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -312139.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -312145.312500 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -312145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -312153.562500 Penalty: 3891.714844
	Iteration 28Q: 3 clusters Score -312153.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -312158.187500 Penalty: 3891.714844
	Iteration 29Q: 3 clusters Score -312158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -312162.281250 Penalty: 3891.714844
	Iteration 30Q: 3 clusters Score -312162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -312170.593750 Penalty: 3891.714844
	Iteration 31Q: 3 clusters Score -312170.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -312181.968750 Penalty: 3891.714844
	Iteration 32Q: 3 clusters Score -312182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -312198.968750 Penalty: 3891.714844
	Iteration 33Q: 3 clusters Score -312199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -312216.218750 Penalty: 3891.714844
	Iteration 34Q: 3 clusters Score -312216.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -312232.000000 Penalty: 3891.714844
	Iteration 35Q: 3 clusters Score -312232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -312246.281250 Penalty: 3891.714844
	Iteration 36Q: 3 clusters Score -312246.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -312259.687500 Penalty: 3891.714844
	Iteration 37Q: 3 clusters Score -312259.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -312269.406250 Penalty: 3891.714844
	Iteration 38Q: 3 clusters Score -312269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -312274.937500 Penalty: 3891.714844
	Iteration 39Q: 3 clusters Score -312274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -312278.437500 Penalty: 3891.714844
	Iteration 40F: 3 clusters Score -312278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -312282.750000 Penalty: 3891.714844
	Iteration 41Q: 3 clusters Score -312282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -312286.906250 Penalty: 3891.714844
	Iteration 42Q: 3 clusters Score -312286.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -312293.750000 Penalty: 3891.714844
	Iteration 43Q: 3 clusters Score -312293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -312298.625000 Penalty: 3891.714844
	Iteration 44Q: 3 clusters Score -312298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -312307.968750 Penalty: 3891.714844
	Iteration 45Q: 3 clusters Score -312308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -312318.875000 Penalty: 3891.714844
	Iteration 46Q: 3 clusters Score -312318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -312331.968750 Penalty: 3891.714844
	Iteration 47Q: 3 clusters Score -312332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -312344.750000 Penalty: 3891.714844
	Iteration 48Q: 3 clusters Score -312344.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -312352.906250 Penalty: 3891.714844
	Iteration 49Q: 3 clusters Score -312352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -312358.781250 Penalty: 3891.714844
	Iteration 50Q: 3 clusters Score -312358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -312367.625000 Penalty: 3891.714844
	Iteration 51Q: 3 clusters Score -312367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -312374.187500 Penalty: 3891.714844
	Iteration 52Q: 3 clusters Score -312374.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -312381.500000 Penalty: 3891.714844
	Iteration 53Q: 3 clusters Score -312381.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -312395.906250 Penalty: 3891.714844
	Iteration 54Q: 3 clusters Score -312395.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -312404.718750 Penalty: 3891.714844
	Iteration 55Q: 3 clusters Score -312404.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -312414.437500 Penalty: 3891.714844
	Iteration 56Q: 3 clusters Score -312414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -312420.000000 Penalty: 3891.714844
	Iteration 57Q: 3 clusters Score -312420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -312423.781250 Penalty: 3891.714844
	Iteration 58Q: 3 clusters Score -312423.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -312427.875000 Penalty: 3891.714844
	Iteration 59Q: 3 clusters Score -312427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -312430.656250 Penalty: 3891.714844
	Iteration 60F: 3 clusters Score -312430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312432.906250 Penalty: 3891.714844
	Iteration 61Q: 3 clusters Score -312432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -312433.187500 Penalty: 3891.714844
	Iteration 62Q: 3 clusters Score -312433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -312433.187500 Penalty: 3891.714844
	Iteration 63F: 3 clusters Score -312433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 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 306 members 
Entering Unmasked Estep 
Score: -71316.164062 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71316.16 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71529.687500 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71529.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71601.468750 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71601.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71626.273438 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71626.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71634.054688 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71634.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71635.578125 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71635.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71635.578125 Penalty: 3215.621338
	Iteration 6F: 3 clusters Score -71635.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -1127077.625000 Penalty: 2281.797119
	Iteration 0F: 2 clusters Score -1127078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1119532.375000 Penalty: 4563.594238
	Iteration 0F: 3 clusters Score -1119532 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1122056.750000 Penalty: 4563.594238
	Iteration 1F: 3 clusters Score -1122057 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1122890.750000 Penalty: 4563.594238
	Iteration 2F: 3 clusters Score -1122891 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1123660.125000 Penalty: 4563.594238
	Iteration 3F: 3 clusters Score -1123660 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1124165.750000 Penalty: 4563.594238
	Iteration 4F: 3 clusters Score -1124166 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1124515.750000 Penalty: 4563.594238
	Iteration 5F: 3 clusters Score -1124516 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1124763.250000 Penalty: 4563.594238
	Iteration 6Q: 3 clusters Score -1124763 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1124958.250000 Penalty: 4563.594238
	Iteration 7Q: 3 clusters Score -1124958 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1125118.500000 Penalty: 4563.594238
	Iteration 8Q: 3 clusters Score -1125118 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1125232.750000 Penalty: 4563.594238
	Iteration 9Q: 3 clusters Score -1125233 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1125334.750000 Penalty: 4563.594238
	Iteration 10Q: 3 clusters Score -1125335 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1125423.625000 Penalty: 4563.594238
	Iteration 11Q: 3 clusters Score -1125424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1125499.625000 Penalty: 4563.594238
	Iteration 12Q: 3 clusters Score -1125500 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1125567.875000 Penalty: 4563.594238
	Iteration 13Q: 3 clusters Score -1125568 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1125627.125000 Penalty: 4563.594238
	Iteration 14Q: 3 clusters Score -1125627 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1125681.500000 Penalty: 4563.594238
	Iteration 15Q: 3 clusters Score -1125682 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1125733.250000 Penalty: 4563.594238
	Iteration 16Q: 3 clusters Score -1125733 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1125777.625000 Penalty: 4563.594238
	Iteration 17Q: 3 clusters Score -1125778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1125818.625000 Penalty: 4563.594238
	Iteration 18Q: 3 clusters Score -1125819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1125854.500000 Penalty: 4563.594238
	Iteration 19Q: 3 clusters Score -1125854 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1125884.000000 Penalty: 4563.594238
	Iteration 20F: 3 clusters Score -1125884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1125910.375000 Penalty: 4563.594238
	Iteration 21Q: 3 clusters Score -1125910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1125922.625000 Penalty: 4563.594238
	Iteration 22Q: 3 clusters Score -1125923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1125932.750000 Penalty: 4563.594238
	Iteration 23Q: 3 clusters Score -1125933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1125940.500000 Penalty: 4563.594238
	Iteration 24Q: 3 clusters Score -1125940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1125947.375000 Penalty: 4563.594238
	Iteration 25Q: 3 clusters Score -1125947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1125954.125000 Penalty: 4563.594238
	Iteration 26Q: 3 clusters Score -1125954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1125956.625000 Penalty: 4563.594238
	Iteration 27Q: 3 clusters Score -1125957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1125961.250000 Penalty: 4563.594238
	Iteration 28Q: 3 clusters Score -1125961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1125966.375000 Penalty: 4563.594238
	Iteration 29Q: 3 clusters Score -1125966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1125967.375000 Penalty: 4563.594238
	Iteration 30Q: 3 clusters Score -1125967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1125970.125000 Penalty: 4563.594238
	Iteration 31Q: 3 clusters Score -1125970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1125969.000000 Penalty: 4563.594238
	Iteration 32Q: 3 clusters Score -1125969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1125970.375000 Penalty: 4563.594238
	Iteration 33Q: 3 clusters Score -1125970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1125971.875000 Penalty: 4563.594238
	Iteration 34Q: 3 clusters Score -1125972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1125972.750000 Penalty: 4563.594238
	Iteration 35Q: 3 clusters Score -1125973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1125974.250000 Penalty: 4563.594238
	Iteration 36Q: 3 clusters Score -1125974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1125978.000000 Penalty: 4563.594238
	Iteration 37Q: 3 clusters Score -1125978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1125979.625000 Penalty: 4563.594238
	Iteration 38Q: 3 clusters Score -1125980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1125978.625000 Penalty: 4563.594238
	Iteration 39Q: 3 clusters Score -1125979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1125978.875000 Penalty: 4563.594238
	Iteration 40F: 3 clusters Score -1125979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1125978.500000 Penalty: 4563.594238
	Iteration 41Q: 3 clusters Score -1125978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1125980.000000 Penalty: 4563.594238
	Iteration 42Q: 3 clusters Score -1125980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1125979.750000 Penalty: 4563.594238
	Iteration 43Q: 3 clusters Score -1125980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1125979.750000 Penalty: 4563.594238
	Iteration 44F: 3 clusters Score -1125980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -159865.875000 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -159865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157675.187500 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -157675.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -158410.843750 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -158410.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -158888.437500 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -158888.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -159203.015625 Penalty: 3629.666748
	Iteration 3F: 3 clusters Score -159203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -159448.421875 Penalty: 3629.666748
	Iteration 4F: 3 clusters Score -159448.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -159654.531250 Penalty: 3629.666748
	Iteration 5F: 3 clusters Score -159654.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -159903.265625 Penalty: 3629.666748
	Iteration 6F: 3 clusters Score -159903.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -160086.671875 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -160086.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -160165.625000 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -160165.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -160197.984375 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -160198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -160215.937500 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -160215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -160223.328125 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -160223.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160224.953125 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -160225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -160224.953125 Penalty: 3629.666748
	Iteration 13F: 3 clusters Score -160225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 13539 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 144026 members 
Mstep: Class 7 contains 160303 members 
Mstep: Class 8 contains 12857 members 
Mstep: Class 9 contains 96951 members 
Mstep: Class 10 contains 164012 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 154030 members 
Mstep: Class 13 contains 199672 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 176250 members 
Mstep: Class 16 contains 207637 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75277 members 
Mstep: Class 19 contains 15001 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9905 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 1181 members 
Entering Unmasked Estep 
Score: -194643136.000000 Penalty: 88616.031250
Splitting cluster 24 changes total score from -194643904.000000 to -194643136.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115217 members 
Mstep: Class 2 contains 13539 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 144026 members 
Mstep: Class 7 contains 160303 members 
Mstep: Class 8 contains 12857 members 
Mstep: Class 9 contains 96951 members 
Mstep: Class 10 contains 164012 members 
Mstep: Class 11 contains 7300 members 
Mstep: Class 12 contains 154030 members 
Mstep: Class 13 contains 199672 members 
Mstep: Class 14 contains 42337 members 
Mstep: Class 15 contains 176250 members 
Mstep: Class 16 contains 207637 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75277 members 
Mstep: Class 19 contains 15001 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9905 members 
Mstep: Class 24 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644944.000000 Penalty: 85071.390625
Iteration 119Q: 25 clusters Score -1.946449e+08 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 13553 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 143257 members 
Mstep: Class 7 contains 160320 members 
Mstep: Class 8 contains 12627 members 
Mstep: Class 9 contains 96970 members 
Mstep: Class 10 contains 163963 members 
Mstep: Class 11 contains 7290 members 
Mstep: Class 12 contains 154162 members 
Mstep: Class 13 contains 199408 members 
Mstep: Class 14 contains 43392 members 
Mstep: Class 15 contains 176492 members 
Mstep: Class 16 contains 206662 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75207 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9894 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194646240.000000 Penalty: 85071.390625
Iteration 120F: 25 clusters Score -1.946462e+08 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117069 members 
Mstep: Class 2 contains 13567 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 142466 members 
Mstep: Class 7 contains 160323 members 
Mstep: Class 8 contains 12380 members 
Mstep: Class 9 contains 97031 members 
Mstep: Class 10 contains 163951 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 154231 members 
Mstep: Class 13 contains 199118 members 
Mstep: Class 14 contains 44438 members 
Mstep: Class 15 contains 176744 members 
Mstep: Class 16 contains 205711 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75134 members 
Mstep: Class 19 contains 14983 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9883 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194647936.000000 Penalty: 85071.390625
Iteration 121Q: 25 clusters Score -1.946479e+08 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118021 members 
Mstep: Class 2 contains 13576 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 141743 members 
Mstep: Class 7 contains 160270 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 97037 members 
Mstep: Class 10 contains 163923 members 
Mstep: Class 11 contains 7274 members 
Mstep: Class 12 contains 154337 members 
Mstep: Class 13 contains 198877 members 
Mstep: Class 14 contains 45525 members 
Mstep: Class 15 contains 176902 members 
Mstep: Class 16 contains 204786 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75063 members 
Mstep: Class 19 contains 14951 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194648592.000000 Penalty: 85071.390625
Iteration 122Q: 25 clusters Score -1.946486e+08 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 13584 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 141046 members 
Mstep: Class 7 contains 160270 members 
Mstep: Class 8 contains 11915 members 
Mstep: Class 9 contains 97058 members 
Mstep: Class 10 contains 163901 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 154378 members 
Mstep: Class 13 contains 198675 members 
Mstep: Class 14 contains 46600 members 
Mstep: Class 15 contains 177040 members 
Mstep: Class 16 contains 203877 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74958 members 
Mstep: Class 19 contains 14932 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9889 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194649168.000000 Penalty: 85071.390625
Iteration 123Q: 25 clusters Score -1.946492e+08 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119738 members 
Mstep: Class 2 contains 13585 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 1347 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 140406 members 
Mstep: Class 7 contains 160258 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 97060 members 
Mstep: Class 10 contains 163891 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 154430 members 
Mstep: Class 13 contains 198500 members 
Mstep: Class 14 contains 47692 members 
Mstep: Class 15 contains 177134 members 
Mstep: Class 16 contains 203067 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74823 members 
Mstep: Class 19 contains 14921 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9885 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194650400.000000 Penalty: 85071.390625
Iteration 124Q: 25 clusters Score -1.946504e+08 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 13580 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 139789 members 
Mstep: Class 7 contains 160259 members 
Mstep: Class 8 contains 11453 members 
Mstep: Class 9 contains 97074 members 
Mstep: Class 10 contains 163922 members 
Mstep: Class 11 contains 7241 members 
Mstep: Class 12 contains 154467 members 
Mstep: Class 13 contains 198372 members 
Mstep: Class 14 contains 48730 members 
Mstep: Class 15 contains 177160 members 
Mstep: Class 16 contains 202286 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74709 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194650704.000000 Penalty: 85071.390625
Iteration 125Q: 25 clusters Score -1.946507e+08 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 13573 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 139163 members 
Mstep: Class 7 contains 160296 members 
Mstep: Class 8 contains 11238 members 
Mstep: Class 9 contains 97070 members 
Mstep: Class 10 contains 163927 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 154423 members 
Mstep: Class 13 contains 198287 members 
Mstep: Class 14 contains 49875 members 
Mstep: Class 15 contains 177232 members 
Mstep: Class 16 contains 201479 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74608 members 
Mstep: Class 19 contains 14885 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194651344.000000 Penalty: 85071.390625
Iteration 126Q: 25 clusters Score -1.946513e+08 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 13577 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 138540 members 
Mstep: Class 7 contains 160344 members 
Mstep: Class 8 contains 11006 members 
Mstep: Class 9 contains 97068 members 
Mstep: Class 10 contains 163876 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 154380 members 
Mstep: Class 13 contains 198263 members 
Mstep: Class 14 contains 51029 members 
Mstep: Class 15 contains 177294 members 
Mstep: Class 16 contains 200684 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74521 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194651840.000000 Penalty: 85071.390625
Iteration 127Q: 25 clusters Score -1.946518e+08 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 13579 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 137898 members 
Mstep: Class 7 contains 160404 members 
Mstep: Class 8 contains 10759 members 
Mstep: Class 9 contains 97058 members 
Mstep: Class 10 contains 163874 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 154339 members 
Mstep: Class 13 contains 198227 members 
Mstep: Class 14 contains 52231 members 
Mstep: Class 15 contains 177303 members 
Mstep: Class 16 contains 199967 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74438 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9864 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194652768.000000 Penalty: 85071.390625
Iteration 128Q: 25 clusters Score -1.946528e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 13590 members 
Mstep: Class 3 contains 4530 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 137280 members 
Mstep: Class 7 contains 160421 members 
Mstep: Class 8 contains 10513 members 
Mstep: Class 9 contains 97059 members 
Mstep: Class 10 contains 163882 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 154244 members 
Mstep: Class 13 contains 198153 members 
Mstep: Class 14 contains 53429 members 
Mstep: Class 15 contains 177323 members 
Mstep: Class 16 contains 199338 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74357 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9851 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653504.000000 Penalty: 85071.390625
Iteration 129Q: 25 clusters Score -1.946535e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123205 members 
Mstep: Class 2 contains 13609 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 136686 members 
Mstep: Class 7 contains 160449 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 9 contains 97078 members 
Mstep: Class 10 contains 163904 members 
Mstep: Class 11 contains 7236 members 
Mstep: Class 12 contains 154167 members 
Mstep: Class 13 contains 198047 members 
Mstep: Class 14 contains 54648 members 
Mstep: Class 15 contains 177330 members 
Mstep: Class 16 contains 198713 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74293 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9851 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653664.000000 Penalty: 85071.390625
Iteration 130Q: 25 clusters Score -1.946537e+08 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123559 members 
Mstep: Class 2 contains 13648 members 
Mstep: Class 3 contains 4528 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 136101 members 
Mstep: Class 7 contains 160449 members 
Mstep: Class 8 contains 10043 members 
Mstep: Class 9 contains 97082 members 
Mstep: Class 10 contains 163943 members 
Mstep: Class 11 contains 7231 members 
Mstep: Class 12 contains 154115 members 
Mstep: Class 13 contains 197915 members 
Mstep: Class 14 contains 55932 members 
Mstep: Class 15 contains 177326 members 
Mstep: Class 16 contains 198025 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74242 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653888.000000 Penalty: 85071.390625
Iteration 131Q: 25 clusters Score -1.946539e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 135533 members 
Mstep: Class 7 contains 160460 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 97072 members 
Mstep: Class 10 contains 163992 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 154079 members 
Mstep: Class 13 contains 197801 members 
Mstep: Class 14 contains 57208 members 
Mstep: Class 15 contains 177321 members 
Mstep: Class 16 contains 197363 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74176 members 
Mstep: Class 19 contains 14852 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654320.000000 Penalty: 85071.390625
Iteration 132Q: 25 clusters Score -1.946543e+08 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124153 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 135011 members 
Mstep: Class 7 contains 160466 members 
Mstep: Class 8 contains 9631 members 
Mstep: Class 9 contains 97047 members 
Mstep: Class 10 contains 164066 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 154007 members 
Mstep: Class 13 contains 197692 members 
Mstep: Class 14 contains 58496 members 
Mstep: Class 15 contains 177308 members 
Mstep: Class 16 contains 196716 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74107 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654336.000000 Penalty: 85071.390625
Iteration 133Q: 25 clusters Score -1.946543e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124386 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 4520 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4797 members 
Mstep: Class 6 contains 134475 members 
Mstep: Class 7 contains 160505 members 
Mstep: Class 8 contains 9414 members 
Mstep: Class 9 contains 97016 members 
Mstep: Class 10 contains 164107 members 
Mstep: Class 11 contains 7222 members 
Mstep: Class 12 contains 153929 members 
Mstep: Class 13 contains 197618 members 
Mstep: Class 14 contains 59810 members 
Mstep: Class 15 contains 177261 members 
Mstep: Class 16 contains 196117 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74039 members 
Mstep: Class 19 contains 14832 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9851 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654736.000000 Penalty: 85071.390625
Iteration 134Q: 25 clusters Score -1.946547e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124572 members 
Mstep: Class 2 contains 13768 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 133933 members 
Mstep: Class 7 contains 160543 members 
Mstep: Class 8 contains 9238 members 
Mstep: Class 9 contains 96985 members 
Mstep: Class 10 contains 164127 members 
Mstep: Class 11 contains 7221 members 
Mstep: Class 12 contains 153849 members 
Mstep: Class 13 contains 197563 members 
Mstep: Class 14 contains 61133 members 
Mstep: Class 15 contains 177253 members 
Mstep: Class 16 contains 195493 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73989 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654784.000000 Penalty: 85071.390625
Iteration 135Q: 25 clusters Score -1.946548e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4795 members 
Mstep: Class 6 contains 133401 members 
Mstep: Class 7 contains 160555 members 
Mstep: Class 8 contains 9082 members 
Mstep: Class 9 contains 96937 members 
Mstep: Class 10 contains 164188 members 
Mstep: Class 11 contains 7224 members 
Mstep: Class 12 contains 153752 members 
Mstep: Class 13 contains 197498 members 
Mstep: Class 14 contains 62479 members 
Mstep: Class 15 contains 177216 members 
Mstep: Class 16 contains 194874 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73934 members 
Mstep: Class 19 contains 14816 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654512.000000 Penalty: 85071.390625
Iteration 136Q: 25 clusters Score -1.946545e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124851 members 
Mstep: Class 2 contains 13818 members 
Mstep: Class 3 contains 4516 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 132861 members 
Mstep: Class 7 contains 160567 members 
Mstep: Class 8 contains 8930 members 
Mstep: Class 9 contains 96885 members 
Mstep: Class 10 contains 164207 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 153649 members 
Mstep: Class 13 contains 197451 members 
Mstep: Class 14 contains 63790 members 
Mstep: Class 15 contains 177202 members 
Mstep: Class 16 contains 194365 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73871 members 
Mstep: Class 19 contains 14806 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194655648.000000 Penalty: 85071.390625
Iteration 137Q: 25 clusters Score -1.946556e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 13838 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 132291 members 
Mstep: Class 7 contains 160572 members 
Mstep: Class 8 contains 8765 members 
Mstep: Class 9 contains 96860 members 
Mstep: Class 10 contains 164194 members 
Mstep: Class 11 contains 7233 members 
Mstep: Class 12 contains 153581 members 
Mstep: Class 13 contains 197376 members 
Mstep: Class 14 contains 65122 members 
Mstep: Class 15 contains 177217 members 
Mstep: Class 16 contains 193888 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73825 members 
Mstep: Class 19 contains 14793 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9846 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194656496.000000 Penalty: 85071.390625
Iteration 138Q: 25 clusters Score -1.946565e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125000 members 
Mstep: Class 2 contains 13856 members 
Mstep: Class 3 contains 4513 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 131759 members 
Mstep: Class 7 contains 160549 members 
Mstep: Class 8 contains 8603 members 
Mstep: Class 9 contains 96840 members 
Mstep: Class 10 contains 164166 members 
Mstep: Class 11 contains 7234 members 
Mstep: Class 12 contains 153452 members 
Mstep: Class 13 contains 197349 members 
Mstep: Class 14 contains 66518 members 
Mstep: Class 15 contains 177240 members 
Mstep: Class 16 contains 193401 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73760 members 
Mstep: Class 19 contains 14780 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9838 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194656832.000000 Penalty: 85071.390625
Iteration 139Q: 25 clusters Score -1.946568e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 131187 members 
Mstep: Class 7 contains 160535 members 
Mstep: Class 8 contains 8472 members 
Mstep: Class 9 contains 96820 members 
Mstep: Class 10 contains 164117 members 
Mstep: Class 11 contains 7240 members 
Mstep: Class 12 contains 153295 members 
Mstep: Class 13 contains 197287 members 
Mstep: Class 14 contains 67946 members 
Mstep: Class 15 contains 177258 members 
Mstep: Class 16 contains 192914 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73708 members 
Mstep: Class 19 contains 14772 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9829 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194657504.000000 Penalty: 85071.390625
Iteration 140F: 25 clusters Score -1.946575e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 130649 members 
Mstep: Class 7 contains 160497 members 
Mstep: Class 8 contains 8340 members 
Mstep: Class 9 contains 96769 members 
Mstep: Class 10 contains 164074 members 
Mstep: Class 11 contains 7239 members 
Mstep: Class 12 contains 153141 members 
Mstep: Class 13 contains 197203 members 
Mstep: Class 14 contains 69366 members 
Mstep: Class 15 contains 177303 members 
Mstep: Class 16 contains 192427 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73687 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194657696.000000 Penalty: 85071.390625
Iteration 141Q: 25 clusters Score -1.946577e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 13909 members 
Mstep: Class 3 contains 4504 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 130102 members 
Mstep: Class 7 contains 160453 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 96736 members 
Mstep: Class 10 contains 164004 members 
Mstep: Class 11 contains 7243 members 
Mstep: Class 12 contains 152983 members 
Mstep: Class 13 contains 197078 members 
Mstep: Class 14 contains 70852 members 
Mstep: Class 15 contains 177334 members 
Mstep: Class 16 contains 191948 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73664 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194658336.000000 Penalty: 85071.390625
Iteration 142Q: 25 clusters Score -1.946583e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 13920 members 
Mstep: Class 3 contains 4502 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 129579 members 
Mstep: Class 7 contains 160378 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 96702 members 
Mstep: Class 10 contains 163905 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 152803 members 
Mstep: Class 13 contains 196949 members 
Mstep: Class 14 contains 72369 members 
Mstep: Class 15 contains 177349 members 
Mstep: Class 16 contains 191516 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73658 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659296.000000 Penalty: 85071.390625
Iteration 143Q: 25 clusters Score -1.946593e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 129026 members 
Mstep: Class 7 contains 160271 members 
Mstep: Class 8 contains 8017 members 
Mstep: Class 9 contains 96670 members 
Mstep: Class 10 contains 163761 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 152598 members 
Mstep: Class 13 contains 196865 members 
Mstep: Class 14 contains 73966 members 
Mstep: Class 15 contains 177392 members 
Mstep: Class 16 contains 191130 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73607 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659504.000000 Penalty: 85071.390625
Iteration 144Q: 25 clusters Score -1.946595e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 3 contains 4494 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 128450 members 
Mstep: Class 7 contains 160191 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 96639 members 
Mstep: Class 10 contains 163653 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 152328 members 
Mstep: Class 13 contains 196750 members 
Mstep: Class 14 contains 75622 members 
Mstep: Class 15 contains 177421 members 
Mstep: Class 16 contains 190743 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73572 members 
Mstep: Class 19 contains 14747 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9838 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659328.000000 Penalty: 85071.390625
Iteration 145Q: 25 clusters Score -1.946593e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125352 members 
Mstep: Class 2 contains 13954 members 
Mstep: Class 3 contains 4493 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 127859 members 
Mstep: Class 7 contains 160078 members 
Mstep: Class 8 contains 7862 members 
Mstep: Class 9 contains 96594 members 
Mstep: Class 10 contains 163561 members 
Mstep: Class 11 contains 7248 members 
Mstep: Class 12 contains 152023 members 
Mstep: Class 13 contains 196689 members 
Mstep: Class 14 contains 77203 members 
Mstep: Class 15 contains 177481 members 
Mstep: Class 16 contains 190348 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73559 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659808.000000 Penalty: 85071.390625
Iteration 146Q: 25 clusters Score -1.946598e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 13959 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 127239 members 
Mstep: Class 7 contains 160007 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 96533 members 
Mstep: Class 10 contains 163444 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 151729 members 
Mstep: Class 13 contains 196588 members 
Mstep: Class 14 contains 78858 members 
Mstep: Class 15 contains 177564 members 
Mstep: Class 16 contains 189998 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73544 members 
Mstep: Class 19 contains 14730 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660000.000000 Penalty: 85071.390625
Iteration 147Q: 25 clusters Score -1.9466e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 126614 members 
Mstep: Class 7 contains 159936 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 96460 members 
Mstep: Class 10 contains 163352 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 151467 members 
Mstep: Class 13 contains 196424 members 
Mstep: Class 14 contains 80544 members 
Mstep: Class 15 contains 177637 members 
Mstep: Class 16 contains 189676 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73526 members 
Mstep: Class 19 contains 14733 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9833 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660032.000000 Penalty: 85071.390625
Iteration 148Q: 25 clusters Score -1.9466e+08 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 13963 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 125944 members 
Mstep: Class 7 contains 159822 members 
Mstep: Class 8 contains 7602 members 
Mstep: Class 9 contains 96390 members 
Mstep: Class 10 contains 163210 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 151220 members 
Mstep: Class 13 contains 196297 members 
Mstep: Class 14 contains 82224 members 
Mstep: Class 15 contains 177707 members 
Mstep: Class 16 contains 189388 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73519 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660256.000000 Penalty: 85071.390625
Iteration 149Q: 25 clusters Score -1.946603e+08 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 13966 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 125285 members 
Mstep: Class 7 contains 159784 members 
Mstep: Class 8 contains 7527 members 
Mstep: Class 9 contains 96327 members 
Mstep: Class 10 contains 163098 members 
Mstep: Class 11 contains 7239 members 
Mstep: Class 12 contains 150940 members 
Mstep: Class 13 contains 196155 members 
Mstep: Class 14 contains 83890 members 
Mstep: Class 15 contains 177745 members 
Mstep: Class 16 contains 189112 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73516 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660608.000000 Penalty: 85071.390625
Iteration 150Q: 25 clusters Score -1.946606e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 13961 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 124659 members 
Mstep: Class 7 contains 159780 members 
Mstep: Class 8 contains 7467 members 
Mstep: Class 9 contains 96276 members 
Mstep: Class 10 contains 162978 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 150676 members 
Mstep: Class 13 contains 195925 members 
Mstep: Class 14 contains 85604 members 
Mstep: Class 15 contains 177764 members 
Mstep: Class 16 contains 188796 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73527 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660288.000000 Penalty: 85071.390625
Iteration 151Q: 25 clusters Score -1.946603e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 13955 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 124090 members 
Mstep: Class 7 contains 159733 members 
Mstep: Class 8 contains 7392 members 
Mstep: Class 9 contains 96228 members 
Mstep: Class 10 contains 162838 members 
Mstep: Class 11 contains 7240 members 
Mstep: Class 12 contains 150475 members 
Mstep: Class 13 contains 195655 members 
Mstep: Class 14 contains 87391 members 
Mstep: Class 15 contains 177759 members 
Mstep: Class 16 contains 188428 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73545 members 
Mstep: Class 19 contains 14723 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660112.000000 Penalty: 85071.390625
Iteration 152Q: 25 clusters Score -1.946601e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 13948 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 123570 members 
Mstep: Class 7 contains 159687 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 96175 members 
Mstep: Class 10 contains 162673 members 
Mstep: Class 11 contains 7239 members 
Mstep: Class 12 contains 150259 members 
Mstep: Class 13 contains 195341 members 
Mstep: Class 14 contains 89262 members 
Mstep: Class 15 contains 177723 members 
Mstep: Class 16 contains 188025 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73564 members 
Mstep: Class 19 contains 14725 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660624.000000 Penalty: 85071.390625
Iteration 153Q: 25 clusters Score -1.946606e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125007 members 
Mstep: Class 2 contains 13922 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 123066 members 
Mstep: Class 7 contains 159648 members 
Mstep: Class 8 contains 7253 members 
Mstep: Class 9 contains 96090 members 
Mstep: Class 10 contains 162508 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 150041 members 
Mstep: Class 13 contains 194992 members 
Mstep: Class 14 contains 91164 members 
Mstep: Class 15 contains 177685 members 
Mstep: Class 16 contains 187629 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73584 members 
Mstep: Class 19 contains 14721 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9852 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661088.000000 Penalty: 85071.390625
Iteration 154Q: 25 clusters Score -1.946611e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124934 members 
Mstep: Class 2 contains 13915 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 122588 members 
Mstep: Class 7 contains 159558 members 
Mstep: Class 8 contains 7185 members 
Mstep: Class 9 contains 96032 members 
Mstep: Class 10 contains 162345 members 
Mstep: Class 11 contains 7240 members 
Mstep: Class 12 contains 149819 members 
Mstep: Class 13 contains 194609 members 
Mstep: Class 14 contains 93151 members 
Mstep: Class 15 contains 177599 members 
Mstep: Class 16 contains 187274 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73581 members 
Mstep: Class 19 contains 14722 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661024.000000 Penalty: 85071.390625
Iteration 155Q: 25 clusters Score -1.94661e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 13913 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 122146 members 
Mstep: Class 7 contains 159459 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 95981 members 
Mstep: Class 10 contains 162152 members 
Mstep: Class 11 contains 7241 members 
Mstep: Class 12 contains 149628 members 
Mstep: Class 13 contains 194178 members 
Mstep: Class 14 contains 95089 members 
Mstep: Class 15 contains 177525 members 
Mstep: Class 16 contains 186953 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73598 members 
Mstep: Class 19 contains 14728 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661280.000000 Penalty: 85071.390625
Iteration 156Q: 25 clusters Score -1.946613e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 121733 members 
Mstep: Class 7 contains 159359 members 
Mstep: Class 8 contains 7065 members 
Mstep: Class 9 contains 95929 members 
Mstep: Class 10 contains 161944 members 
Mstep: Class 11 contains 7243 members 
Mstep: Class 12 contains 149434 members 
Mstep: Class 13 contains 193753 members 
Mstep: Class 14 contains 97035 members 
Mstep: Class 15 contains 177445 members 
Mstep: Class 16 contains 186616 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73616 members 
Mstep: Class 19 contains 14733 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661888.000000 Penalty: 85071.390625
Iteration 157Q: 25 clusters Score -1.946619e+08 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 121337 members 
Mstep: Class 7 contains 159214 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 95862 members 
Mstep: Class 10 contains 161718 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 13 contains 193279 members 
Mstep: Class 14 contains 99111 members 
Mstep: Class 15 contains 177379 members 
Mstep: Class 16 contains 186290 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73628 members 
Mstep: Class 19 contains 14732 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662032.000000 Penalty: 85071.390625
Iteration 158Q: 25 clusters Score -1.94662e+08 nChanged 3686
Entering ConstructFrom: 
Score: -194662032.000000 Penalty: 85071.390625
Entering ConstructFrom: 
Trying to split cluster 1 (124473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124473 members 
Entering Unmasked Estep 
Score: -15482055.000000 Penalty: 2909.497314
	Iteration 0F: 2 clusters Score -1.548206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -15398286.000000 Penalty: 5818.994629
	Iteration 0F: 3 clusters Score -1.539829e+07 nChanged 59331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -15433065.000000 Penalty: 5818.994629
	Iteration 1F: 3 clusters Score -1.543306e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -15433963.000000 Penalty: 5818.994629
	Iteration 2Q: 3 clusters Score -1.543396e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -15434859.000000 Penalty: 5818.994629
	Iteration 3Q: 3 clusters Score -1.543486e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -15435946.000000 Penalty: 5818.994629
	Iteration 4Q: 3 clusters Score -1.543595e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -15437288.000000 Penalty: 5818.994629
	Iteration 5Q: 3 clusters Score -1.543729e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -15439047.000000 Penalty: 5818.994629
	Iteration 6Q: 3 clusters Score -1.543905e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -15442099.000000 Penalty: 5818.994629
	Iteration 7Q: 3 clusters Score -1.54421e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -15446267.000000 Penalty: 5818.994629
	Iteration 8F: 3 clusters Score -1.544627e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -15451708.000000 Penalty: 5818.994629
	Iteration 9F: 3 clusters Score -1.545171e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -15457900.000000 Penalty: 5818.994629
	Iteration 10F: 3 clusters Score -1.54579e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -15463763.000000 Penalty: 5818.994629
	Iteration 11F: 3 clusters Score -1.546376e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106181 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -15468071.000000 Penalty: 5818.994629
	Iteration 12Q: 3 clusters Score -1.546807e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110181 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -15471219.000000 Penalty: 5818.994629
	Iteration 13Q: 3 clusters Score -1.547122e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -15473413.000000 Penalty: 5818.994629
	Iteration 14Q: 3 clusters Score -1.547341e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115757 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -15475161.000000 Penalty: 5818.994629
	Iteration 15Q: 3 clusters Score -1.547516e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117659 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -15476541.000000 Penalty: 5818.994629
	Iteration 16Q: 3 clusters Score -1.547654e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119107 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -15477601.000000 Penalty: 5818.994629
	Iteration 17Q: 3 clusters Score -1.54776e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120131 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -15478509.000000 Penalty: 5818.994629
	Iteration 18Q: 3 clusters Score -1.547851e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120822 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -15479056.000000 Penalty: 5818.994629
	Iteration 19Q: 3 clusters Score -1.547906e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -15479404.000000 Penalty: 5818.994629
	Iteration 20F: 3 clusters Score -1.54794e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -15479651.000000 Penalty: 5818.994629
	Iteration 21Q: 3 clusters Score -1.547965e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121869 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -15479869.000000 Penalty: 5818.994629
	Iteration 22Q: 3 clusters Score -1.547987e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122021 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15480019.000000 Penalty: 5818.994629
	Iteration 23Q: 3 clusters Score -1.548002e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15480069.000000 Penalty: 5818.994629
	Iteration 24Q: 3 clusters Score -1.548007e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -15480107.000000 Penalty: 5818.994629
	Iteration 25Q: 3 clusters Score -1.548011e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122324 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -15480148.000000 Penalty: 5818.994629
	Iteration 26Q: 3 clusters Score -1.548015e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15480208.000000 Penalty: 5818.994629
	Iteration 27Q: 3 clusters Score -1.548021e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122393 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -15480226.000000 Penalty: 5818.994629
	Iteration 28Q: 3 clusters Score -1.548023e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -15480230.000000 Penalty: 5818.994629
	Iteration 29Q: 3 clusters Score -1.548023e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -15480215.000000 Penalty: 5818.994629
	Iteration 30Q: 3 clusters Score -1.548022e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -15480230.000000 Penalty: 5818.994629
	Iteration 31Q: 3 clusters Score -1.548023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122470 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -15480248.000000 Penalty: 5818.994629
	Iteration 32Q: 3 clusters Score -1.548025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15480262.000000 Penalty: 5818.994629
	Iteration 33Q: 3 clusters Score -1.548026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15480268.000000 Penalty: 5818.994629
	Iteration 34Q: 3 clusters Score -1.548027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -15480276.000000 Penalty: 5818.994629
	Iteration 35Q: 3 clusters Score -1.548028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -15480296.000000 Penalty: 5818.994629
	Iteration 36Q: 3 clusters Score -1.54803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -15480299.000000 Penalty: 5818.994629
	Iteration 37Q: 3 clusters Score -1.54803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -15480294.000000 Penalty: 5818.994629
	Iteration 38Q: 3 clusters Score -1.548029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -15480311.000000 Penalty: 5818.994629
	Iteration 39Q: 3 clusters Score -1.548031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15480282.000000 Penalty: 5818.994629
	Iteration 40F: 3 clusters Score -1.548028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122520 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -15480290.000000 Penalty: 5818.994629
	Iteration 41Q: 3 clusters Score -1.548029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -15480298.000000 Penalty: 5818.994629
	Iteration 42Q: 3 clusters Score -1.54803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -15480304.000000 Penalty: 5818.994629
	Iteration 43Q: 3 clusters Score -1.54803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -15480304.000000 Penalty: 5818.994629
	Iteration 44F: 3 clusters Score -1.54803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1687182.250000 Penalty: 2366.348633
	Iteration 0F: 2 clusters Score -1687182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1677100.500000 Penalty: 4732.697266
	Iteration 0F: 3 clusters Score -1677100 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1680243.500000 Penalty: 4732.697266
	Iteration 1F: 3 clusters Score -1680244 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1680683.750000 Penalty: 4732.697266
	Iteration 2F: 3 clusters Score -1680684 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1681184.000000 Penalty: 4732.697266
	Iteration 3F: 3 clusters Score -1681184 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1681725.750000 Penalty: 4732.697266
	Iteration 4F: 3 clusters Score -1681726 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1682330.625000 Penalty: 4732.697266
	Iteration 5F: 3 clusters Score -1682331 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1682943.000000 Penalty: 4732.697266
	Iteration 6F: 3 clusters Score -1682943 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1683597.625000 Penalty: 4732.697266
	Iteration 7F: 3 clusters Score -1683598 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1684291.125000 Penalty: 4732.697266
	Iteration 8F: 3 clusters Score -1684291 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1684847.000000 Penalty: 4732.697266
	Iteration 9F: 3 clusters Score -1684847 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1685190.625000 Penalty: 4732.697266
	Iteration 10Q: 3 clusters Score -1685191 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1685413.000000 Penalty: 4732.697266
	Iteration 11Q: 3 clusters Score -1685413 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1685527.125000 Penalty: 4732.697266
	Iteration 12Q: 3 clusters Score -1685527 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1685582.125000 Penalty: 4732.697266
	Iteration 13Q: 3 clusters Score -1685582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1685612.250000 Penalty: 4732.697266
	Iteration 14Q: 3 clusters Score -1685612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1685622.250000 Penalty: 4732.697266
	Iteration 15Q: 3 clusters Score -1685622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1685641.125000 Penalty: 4732.697266
	Iteration 16Q: 3 clusters Score -1685641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1685647.250000 Penalty: 4732.697266
	Iteration 17Q: 3 clusters Score -1685647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1685661.625000 Penalty: 4732.697266
	Iteration 18Q: 3 clusters Score -1685662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1685665.125000 Penalty: 4732.697266
	Iteration 19Q: 3 clusters Score -1685665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1685677.875000 Penalty: 4732.697266
	Iteration 20F: 3 clusters Score -1685678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1685681.625000 Penalty: 4732.697266
	Iteration 21Q: 3 clusters Score -1685682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1685686.375000 Penalty: 4732.697266
	Iteration 22Q: 3 clusters Score -1685686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1685686.750000 Penalty: 4732.697266
	Iteration 23Q: 3 clusters Score -1685687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1685691.625000 Penalty: 4732.697266
	Iteration 24Q: 3 clusters Score -1685692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1685691.500000 Penalty: 4732.697266
	Iteration 25Q: 3 clusters Score -1685692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1685698.625000 Penalty: 4732.697266
	Iteration 26Q: 3 clusters Score -1685699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1685696.375000 Penalty: 4732.697266
	Iteration 27Q: 3 clusters Score -1685696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1685698.000000 Penalty: 4732.697266
	Iteration 28Q: 3 clusters Score -1685698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1685700.125000 Penalty: 4732.697266
	Iteration 29Q: 3 clusters Score -1685700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1685701.625000 Penalty: 4732.697266
	Iteration 30Q: 3 clusters Score -1685702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1685699.125000 Penalty: 4732.697266
	Iteration 31Q: 3 clusters Score -1685699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1685698.750000 Penalty: 4732.697266
	Iteration 32Q: 3 clusters Score -1685699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1685705.750000 Penalty: 4732.697266
	Iteration 33Q: 3 clusters Score -1685706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1685703.000000 Penalty: 4732.697266
	Iteration 34Q: 3 clusters Score -1685703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1685702.375000 Penalty: 4732.697266
	Iteration 35Q: 3 clusters Score -1685702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1685702.750000 Penalty: 4732.697266
	Iteration 36Q: 3 clusters Score -1685703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1685702.000000 Penalty: 4732.697266
	Iteration 37Q: 3 clusters Score -1685702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1685703.750000 Penalty: 4732.697266
	Iteration 38Q: 3 clusters Score -1685704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1685703.375000 Penalty: 4732.697266
	Iteration 39Q: 3 clusters Score -1685703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1685703.375000 Penalty: 4732.697266
	Iteration 40F: 3 clusters Score -1685703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -542140.375000 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -542140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -537928.500000 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -537928.5 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -538980.312500 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -538980.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -539236.937500 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -539236.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -539449.750000 Penalty: 4170.059570
	Iteration 3F: 3 clusters Score -539449.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -539636.062500 Penalty: 4170.059570
	Iteration 4F: 3 clusters Score -539636.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -539814.312500 Penalty: 4170.059570
	Iteration 5F: 3 clusters Score -539814.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -539968.750000 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -539968.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -540113.125000 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -540113.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -540233.750000 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -540233.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -540328.812500 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -540328.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -540407.562500 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -540407.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -540483.312500 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -540483.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -540543.062500 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -540543.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -540597.062500 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -540597.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -540653.812500 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -540653.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -540708.375000 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -540708.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -540773.500000 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -540773.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -540857.562500 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -540857.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -540972.250000 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -540972.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -541069.562500 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -541069.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -541137.937500 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -541137.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -541196.687500 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -541196.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -541263.625000 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -541263.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -541320.625000 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -541320.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -541371.125000 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -541371.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -541392.625000 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -541392.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -541411.000000 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -541411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -541425.125000 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -541425.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -541435.812500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -541435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -541449.250000 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -541449.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -541460.812500 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -541460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -541478.187500 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -541478.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -541499.000000 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -541499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -541519.375000 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -541519.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -541532.750000 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -541532.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -541544.687500 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -541544.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -541555.125000 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -541555.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -541564.437500 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -541564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -541567.187500 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -541567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -541570.437500 Penalty: 4170.059570
	Iteration 39Q: 3 clusters Score -541570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -541573.062500 Penalty: 4170.059570
	Iteration 40F: 3 clusters Score -541573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -541573.375000 Penalty: 4170.059570
	Iteration 41Q: 3 clusters Score -541573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -541573.375000 Penalty: 4170.059570
	Iteration 42F: 3 clusters Score -541573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -162334.718750 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -162334.7 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 670 members 
Entering Unmasked Estep 
Score: -160165.140625 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -160165.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160475.125000 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -160475.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160564.296875 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -160564.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160617.000000 Penalty: 3576.932129
	Iteration 3Q: 3 clusters Score -160617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160644.843750 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -160644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160660.625000 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -160660.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160674.062500 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -160674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160681.109375 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -160681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160691.437500 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -160691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160697.828125 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -160697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160701.875000 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -160701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160713.093750 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -160713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160723.281250 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -160723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160727.000000 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -160727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160728.828125 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -160728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160729.609375 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -160729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160729.609375 Penalty: 3576.932129
	Iteration 16F: 3 clusters Score -160729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Entering Unmasked Estep 
Score: -551742.750000 Penalty: 2100.585205
	Iteration 0F: 2 clusters Score -551742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -547379.500000 Penalty: 4201.170410
	Iteration 0F: 3 clusters Score -547379.5 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -548393.125000 Penalty: 4201.170410
	Iteration 1F: 3 clusters Score -548393.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -548587.812500 Penalty: 4201.170410
	Iteration 2F: 3 clusters Score -548587.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -548718.312500 Penalty: 4201.170410
	Iteration 3Q: 3 clusters Score -548718.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -548818.625000 Penalty: 4201.170410
	Iteration 4Q: 3 clusters Score -548818.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -548940.875000 Penalty: 4201.170410
	Iteration 5Q: 3 clusters Score -548940.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -549027.125000 Penalty: 4201.170410
	Iteration 6Q: 3 clusters Score -549027.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -549095.375000 Penalty: 4201.170410
	Iteration 7Q: 3 clusters Score -549095.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -549159.375000 Penalty: 4201.170410
	Iteration 8Q: 3 clusters Score -549159.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -549213.437500 Penalty: 4201.170410
	Iteration 9Q: 3 clusters Score -549213.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -549262.312500 Penalty: 4201.170410
	Iteration 10Q: 3 clusters Score -549262.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -549302.750000 Penalty: 4201.170410
	Iteration 11Q: 3 clusters Score -549302.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -549347.625000 Penalty: 4201.170410
	Iteration 12Q: 3 clusters Score -549347.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -549383.250000 Penalty: 4201.170410
	Iteration 13Q: 3 clusters Score -549383.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -549412.500000 Penalty: 4201.170410
	Iteration 14Q: 3 clusters Score -549412.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -549444.062500 Penalty: 4201.170410
	Iteration 15Q: 3 clusters Score -549444.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -549476.250000 Penalty: 4201.170410
	Iteration 16Q: 3 clusters Score -549476.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -549508.750000 Penalty: 4201.170410
	Iteration 17Q: 3 clusters Score -549508.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -549533.250000 Penalty: 4201.170410
	Iteration 18Q: 3 clusters Score -549533.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -549552.750000 Penalty: 4201.170410
	Iteration 19Q: 3 clusters Score -549552.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -549568.375000 Penalty: 4201.170410
	Iteration 20F: 3 clusters Score -549568.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -549579.812500 Penalty: 4201.170410
	Iteration 21Q: 3 clusters Score -549579.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -549595.562500 Penalty: 4201.170410
	Iteration 22Q: 3 clusters Score -549595.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -549612.312500 Penalty: 4201.170410
	Iteration 23Q: 3 clusters Score -549612.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -549624.687500 Penalty: 4201.170410
	Iteration 24Q: 3 clusters Score -549624.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -549635.687500 Penalty: 4201.170410
	Iteration 25Q: 3 clusters Score -549635.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -549643.750000 Penalty: 4201.170410
	Iteration 26Q: 3 clusters Score -549643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -549651.000000 Penalty: 4201.170410
	Iteration 27Q: 3 clusters Score -549651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -549658.875000 Penalty: 4201.170410
	Iteration 28Q: 3 clusters Score -549658.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -549667.000000 Penalty: 4201.170410
	Iteration 29Q: 3 clusters Score -549667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -549672.062500 Penalty: 4201.170410
	Iteration 30Q: 3 clusters Score -549672.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -549678.062500 Penalty: 4201.170410
	Iteration 31Q: 3 clusters Score -549678.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -549681.812500 Penalty: 4201.170410
	Iteration 32Q: 3 clusters Score -549681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -549689.187500 Penalty: 4201.170410
	Iteration 33Q: 3 clusters Score -549689.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -549693.250000 Penalty: 4201.170410
	Iteration 34Q: 3 clusters Score -549693.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -549695.187500 Penalty: 4201.170410
	Iteration 35Q: 3 clusters Score -549695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -549696.750000 Penalty: 4201.170410
	Iteration 36Q: 3 clusters Score -549696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -549700.500000 Penalty: 4201.170410
	Iteration 37Q: 3 clusters Score -549700.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -549701.375000 Penalty: 4201.170410
	Iteration 38Q: 3 clusters Score -549701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -549701.437500 Penalty: 4201.170410
	Iteration 39Q: 3 clusters Score -549701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -549701.437500 Penalty: 4201.170410
	Iteration 40F: 3 clusters Score -549701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120956 members 
Entering Unmasked Estep 
Score: -14989927.000000 Penalty: 2902.389160
	Iteration 0F: 2 clusters Score -1.498993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -14909256.000000 Penalty: 5804.778320
	Iteration 0F: 3 clusters Score -1.490926e+07 nChanged 57264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -14941802.000000 Penalty: 5804.778320
	Iteration 1F: 3 clusters Score -1.49418e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -14942813.000000 Penalty: 5804.778320
	Iteration 2Q: 3 clusters Score -1.494281e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -14944031.000000 Penalty: 5804.778320
	Iteration 3Q: 3 clusters Score -1.494403e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -14946154.000000 Penalty: 5804.778320
	Iteration 4Q: 3 clusters Score -1.494615e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -14949035.000000 Penalty: 5804.778320
	Iteration 5Q: 3 clusters Score -1.494904e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -14952972.000000 Penalty: 5804.778320
	Iteration 6F: 3 clusters Score -1.495297e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -14958935.000000 Penalty: 5804.778320
	Iteration 7F: 3 clusters Score -1.495894e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -14966554.000000 Penalty: 5804.778320
	Iteration 8F: 3 clusters Score -1.496655e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -14973784.000000 Penalty: 5804.778320
	Iteration 9F: 3 clusters Score -1.497378e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -14978147.000000 Penalty: 5804.778320
	Iteration 10F: 3 clusters Score -1.497815e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -14979945.000000 Penalty: 5804.778320
	Iteration 11Q: 3 clusters Score -1.497994e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -14980899.000000 Penalty: 5804.778320
	Iteration 12Q: 3 clusters Score -1.49809e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -14981567.000000 Penalty: 5804.778320
	Iteration 13Q: 3 clusters Score -1.498157e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -14982006.000000 Penalty: 5804.778320
	Iteration 14Q: 3 clusters Score -1.498201e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -14982575.000000 Penalty: 5804.778320
	Iteration 15Q: 3 clusters Score -1.498258e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -14983121.000000 Penalty: 5804.778320
	Iteration 16Q: 3 clusters Score -1.498312e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -14983487.000000 Penalty: 5804.778320
	Iteration 17Q: 3 clusters Score -1.498349e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -14983951.000000 Penalty: 5804.778320
	Iteration 18Q: 3 clusters Score -1.498395e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 103936 members 
Entering Unmasked Estep 
Score: -14984427.000000 Penalty: 5804.778320
	Iteration 19Q: 3 clusters Score -1.498443e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -14984811.000000 Penalty: 5804.778320
	Iteration 20F: 3 clusters Score -1.498481e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 106349 members 
Entering Unmasked Estep 
Score: -14985181.000000 Penalty: 5804.778320
	Iteration 21Q: 3 clusters Score -1.498518e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -14985585.000000 Penalty: 5804.778320
	Iteration 22Q: 3 clusters Score -1.498558e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 108558 members 
Entering Unmasked Estep 
Score: -14985929.000000 Penalty: 5804.778320
	Iteration 23Q: 3 clusters Score -1.498593e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -14986229.000000 Penalty: 5804.778320
	Iteration 24Q: 3 clusters Score -1.498623e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -14986525.000000 Penalty: 5804.778320
	Iteration 25Q: 3 clusters Score -1.498652e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -14986813.000000 Penalty: 5804.778320
	Iteration 26Q: 3 clusters Score -1.498681e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -14986911.000000 Penalty: 5804.778320
	Iteration 27Q: 3 clusters Score -1.498691e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -14987083.000000 Penalty: 5804.778320
	Iteration 28Q: 3 clusters Score -1.498708e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 113339 members 
Entering Unmasked Estep 
Score: -14987314.000000 Penalty: 5804.778320
	Iteration 29Q: 3 clusters Score -1.498731e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -14987481.000000 Penalty: 5804.778320
	Iteration 30Q: 3 clusters Score -1.498748e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 114451 members 
Entering Unmasked Estep 
Score: -14987644.000000 Penalty: 5804.778320
	Iteration 31Q: 3 clusters Score -1.498764e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 114875 members 
Entering Unmasked Estep 
Score: -14987726.000000 Penalty: 5804.778320
	Iteration 32Q: 3 clusters Score -1.498773e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -14987808.000000 Penalty: 5804.778320
	Iteration 33Q: 3 clusters Score -1.498781e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 115551 members 
Entering Unmasked Estep 
Score: -14987912.000000 Penalty: 5804.778320
	Iteration 34Q: 3 clusters Score -1.498791e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -14987947.000000 Penalty: 5804.778320
	Iteration 35Q: 3 clusters Score -1.498795e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -14988050.000000 Penalty: 5804.778320
	Iteration 36Q: 3 clusters Score -1.498805e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -14988110.000000 Penalty: 5804.778320
	Iteration 37Q: 3 clusters Score -1.498811e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 116494 members 
Entering Unmasked Estep 
Score: -14988151.000000 Penalty: 5804.778320
	Iteration 38Q: 3 clusters Score -1.498815e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -14988170.000000 Penalty: 5804.778320
	Iteration 39Q: 3 clusters Score -1.498817e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -14988209.000000 Penalty: 5804.778320
	Iteration 40F: 3 clusters Score -1.498821e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -14988225.000000 Penalty: 5804.778320
	Iteration 41Q: 3 clusters Score -1.498822e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 117001 members 
Entering Unmasked Estep 
Score: -14988208.000000 Penalty: 5804.778320
	Iteration 42Q: 3 clusters Score -1.498821e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 117094 members 
Entering Unmasked Estep 
Score: -14988209.000000 Penalty: 5804.778320
	Iteration 43Q: 3 clusters Score -1.498821e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 117170 members 
Entering Unmasked Estep 
Score: -14988228.000000 Penalty: 5804.778320
	Iteration 44Q: 3 clusters Score -1.498823e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -14988260.000000 Penalty: 5804.778320
	Iteration 45Q: 3 clusters Score -1.498826e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 117326 members 
Entering Unmasked Estep 
Score: -14988240.000000 Penalty: 5804.778320
	Iteration 46Q: 3 clusters Score -1.498824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 117376 members 
Entering Unmasked Estep 
Score: -14988270.000000 Penalty: 5804.778320
	Iteration 47Q: 3 clusters Score -1.498827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 117431 members 
Entering Unmasked Estep 
Score: -14988245.000000 Penalty: 5804.778320
	Iteration 48Q: 3 clusters Score -1.498824e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -14988263.000000 Penalty: 5804.778320
	Iteration 49Q: 3 clusters Score -1.498826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -14988285.000000 Penalty: 5804.778320
	Iteration 50Q: 3 clusters Score -1.498828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 117552 members 
Entering Unmasked Estep 
Score: -14988297.000000 Penalty: 5804.778320
	Iteration 51Q: 3 clusters Score -1.49883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 117583 members 
Entering Unmasked Estep 
Score: -14988329.000000 Penalty: 5804.778320
	Iteration 52Q: 3 clusters Score -1.498833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 117606 members 
Entering Unmasked Estep 
Score: -14988349.000000 Penalty: 5804.778320
	Iteration 53Q: 3 clusters Score -1.498835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -14988337.000000 Penalty: 5804.778320
	Iteration 54Q: 3 clusters Score -1.498834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 117648 members 
Entering Unmasked Estep 
Score: -14988345.000000 Penalty: 5804.778320
	Iteration 55Q: 3 clusters Score -1.498834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 117664 members 
Entering Unmasked Estep 
Score: -14988341.000000 Penalty: 5804.778320
	Iteration 56Q: 3 clusters Score -1.498834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -14988350.000000 Penalty: 5804.778320
	Iteration 57Q: 3 clusters Score -1.498835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -14988323.000000 Penalty: 5804.778320
	Iteration 58Q: 3 clusters Score -1.498832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 117716 members 
Entering Unmasked Estep 
Score: -14988331.000000 Penalty: 5804.778320
	Iteration 59Q: 3 clusters Score -1.498833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -14988325.000000 Penalty: 5804.778320
	Iteration 60F: 3 clusters Score -1.498832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 117736 members 
Entering Unmasked Estep 
Score: -14988321.000000 Penalty: 5804.778320
	Iteration 61Q: 3 clusters Score -1.498832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 117746 members 
Entering Unmasked Estep 
Score: -14988337.000000 Penalty: 5804.778320
	Iteration 62Q: 3 clusters Score -1.498834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -14988337.000000 Penalty: 5804.778320
	Iteration 63Q: 3 clusters Score -1.498834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 117767 members 
Entering Unmasked Estep 
Score: -14988325.000000 Penalty: 5804.778320
	Iteration 64Q: 3 clusters Score -1.498832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -14988325.000000 Penalty: 5804.778320
	Iteration 65Q: 3 clusters Score -1.498832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 117779 members 
Entering Unmasked Estep 
Score: -14988319.000000 Penalty: 5804.778320
	Iteration 66Q: 3 clusters Score -1.498832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -14988329.000000 Penalty: 5804.778320
	Iteration 67Q: 3 clusters Score -1.498833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -14988324.000000 Penalty: 5804.778320
	Iteration 68Q: 3 clusters Score -1.498832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 117792 members 
Entering Unmasked Estep 
Score: -14988332.000000 Penalty: 5804.778320
	Iteration 69Q: 3 clusters Score -1.498833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -14988337.000000 Penalty: 5804.778320
	Iteration 70Q: 3 clusters Score -1.498834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 117801 members 
Entering Unmasked Estep 
Score: -14988334.000000 Penalty: 5804.778320
	Iteration 71Q: 3 clusters Score -1.498833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -14988328.000000 Penalty: 5804.778320
	Iteration 72Q: 3 clusters Score -1.498833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 117806 members 
Entering Unmasked Estep 
Score: -14988324.000000 Penalty: 5804.778320
	Iteration 73Q: 3 clusters Score -1.498832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -14988326.000000 Penalty: 5804.778320
	Iteration 74Q: 3 clusters Score -1.498833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 117812 members 
Entering Unmasked Estep 
Score: -14988329.000000 Penalty: 5804.778320
	Iteration 75Q: 3 clusters Score -1.498833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -14988331.000000 Penalty: 5804.778320
	Iteration 76Q: 3 clusters Score -1.498833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 117819 members 
Entering Unmasked Estep 
Score: -14988332.000000 Penalty: 5804.778320
	Iteration 77Q: 3 clusters Score -1.498833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 117823 members 
Entering Unmasked Estep 
Score: -14988340.000000 Penalty: 5804.778320
	Iteration 78Q: 3 clusters Score -1.498834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -14988341.000000 Penalty: 5804.778320
	Iteration 79Q: 3 clusters Score -1.498834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -14988332.000000 Penalty: 5804.778320
	Iteration 80F: 3 clusters Score -1.498833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -14988333.000000 Penalty: 5804.778320
	Iteration 81Q: 3 clusters Score -1.498833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 117848 members 
Entering Unmasked Estep 
Score: -14988334.000000 Penalty: 5804.778320
	Iteration 82Q: 3 clusters Score -1.498833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 117853 members 
Entering Unmasked Estep 
Score: -14988345.000000 Penalty: 5804.778320
	Iteration 83Q: 3 clusters Score -1.498834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
Score: -14988362.000000 Penalty: 5804.778320
	Iteration 84Q: 3 clusters Score -1.498836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -14988358.000000 Penalty: 5804.778320
	Iteration 85Q: 3 clusters Score -1.498836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -14988358.000000 Penalty: 5804.778320
	Iteration 86Q: 3 clusters Score -1.498836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 117873 members 
Entering Unmasked Estep 
Score: -14988352.000000 Penalty: 5804.778320
	Iteration 87Q: 3 clusters Score -1.498835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -14988364.000000 Penalty: 5804.778320
	Iteration 88Q: 3 clusters Score -1.498836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 117878 members 
Entering Unmasked Estep 
Score: -14988354.000000 Penalty: 5804.778320
	Iteration 89Q: 3 clusters Score -1.498835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -14988372.000000 Penalty: 5804.778320
	Iteration 90Q: 3 clusters Score -1.498837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 117895 members 
Entering Unmasked Estep 
Score: -14988382.000000 Penalty: 5804.778320
	Iteration 91Q: 3 clusters Score -1.498838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 117906 members 
Entering Unmasked Estep 
Score: -14988389.000000 Penalty: 5804.778320
	Iteration 92Q: 3 clusters Score -1.498839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -14988386.000000 Penalty: 5804.778320
	Iteration 93Q: 3 clusters Score -1.498839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -14988389.000000 Penalty: 5804.778320
	Iteration 94Q: 3 clusters Score -1.498839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 117939 members 
Entering Unmasked Estep 
Score: -14988393.000000 Penalty: 5804.778320
	Iteration 95Q: 3 clusters Score -1.498839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -14988398.000000 Penalty: 5804.778320
	Iteration 96Q: 3 clusters Score -1.49884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -14988402.000000 Penalty: 5804.778320
	Iteration 97Q: 3 clusters Score -1.49884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 117970 members 
Entering Unmasked Estep 
Score: -14988398.000000 Penalty: 5804.778320
	Iteration 98Q: 3 clusters Score -1.49884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 117978 members 
Entering Unmasked Estep 
Score: -14988380.000000 Penalty: 5804.778320
	Iteration 99Q: 3 clusters Score -1.498838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 117985 members 
Entering Unmasked Estep 
Score: -14988397.000000 Penalty: 5804.778320
	Iteration 100F: 3 clusters Score -1.49884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -14988414.000000 Penalty: 5804.778320
	Iteration 101Q: 3 clusters Score -1.498841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 118009 members 
Entering Unmasked Estep 
Score: -14988423.000000 Penalty: 5804.778320
	Iteration 102Q: 3 clusters Score -1.498842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -14988409.000000 Penalty: 5804.778320
	Iteration 103Q: 3 clusters Score -1.498841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 118022 members 
Entering Unmasked Estep 
Score: -14988416.000000 Penalty: 5804.778320
	Iteration 104Q: 3 clusters Score -1.498842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -14988400.000000 Penalty: 5804.778320
	Iteration 105Q: 3 clusters Score -1.49884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 118040 members 
Entering Unmasked Estep 
Score: -14988416.000000 Penalty: 5804.778320
	Iteration 106Q: 3 clusters Score -1.498842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 118047 members 
Entering Unmasked Estep 
Score: -14988437.000000 Penalty: 5804.778320
	Iteration 107Q: 3 clusters Score -1.498844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 118054 members 
Entering Unmasked Estep 
Score: -14988419.000000 Penalty: 5804.778320
	Iteration 108Q: 3 clusters Score -1.498842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -14988404.000000 Penalty: 5804.778320
	Iteration 109Q: 3 clusters Score -1.49884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 118066 members 
Entering Unmasked Estep 
Score: -14988422.000000 Penalty: 5804.778320
	Iteration 110Q: 3 clusters Score -1.498842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 118072 members 
Entering Unmasked Estep 
Score: -14988403.000000 Penalty: 5804.778320
	Iteration 111Q: 3 clusters Score -1.49884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 118075 members 
Entering Unmasked Estep 
Score: -14988404.000000 Penalty: 5804.778320
	Iteration 112Q: 3 clusters Score -1.49884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -14988410.000000 Penalty: 5804.778320
	Iteration 113Q: 3 clusters Score -1.498841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -14988411.000000 Penalty: 5804.778320
	Iteration 114Q: 3 clusters Score -1.498841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -14988415.000000 Penalty: 5804.778320
	Iteration 115Q: 3 clusters Score -1.498842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -14988415.000000 Penalty: 5804.778320
	Iteration 116F: 3 clusters Score -1.498842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Entering Unmasked Estep 
Score: -19593120.000000 Penalty: 2970.312744
	Iteration 0F: 2 clusters Score -1.959312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -19487628.000000 Penalty: 5940.625488
	Iteration 0F: 3 clusters Score -1.948763e+07 nChanged 76117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -19532604.000000 Penalty: 5940.625488
	Iteration 1F: 3 clusters Score -1.95326e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -19533986.000000 Penalty: 5940.625488
	Iteration 2Q: 3 clusters Score -1.953399e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -19535442.000000 Penalty: 5940.625488
	Iteration 3Q: 3 clusters Score -1.953544e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -19537450.000000 Penalty: 5940.625488
	Iteration 4Q: 3 clusters Score -1.953745e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -19539886.000000 Penalty: 5940.625488
	Iteration 5Q: 3 clusters Score -1.953989e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85259 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -19542530.000000 Penalty: 5940.625488
	Iteration 6Q: 3 clusters Score -1.954253e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -19545732.000000 Penalty: 5940.625488
	Iteration 7Q: 3 clusters Score -1.954573e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -19549378.000000 Penalty: 5940.625488
	Iteration 8Q: 3 clusters Score -1.954938e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91342 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -19553746.000000 Penalty: 5940.625488
	Iteration 9Q: 3 clusters Score -1.955375e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -19559302.000000 Penalty: 5940.625488
	Iteration 10F: 3 clusters Score -1.95593e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -19565500.000000 Penalty: 5940.625488
	Iteration 11F: 3 clusters Score -1.95655e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -19570424.000000 Penalty: 5940.625488
	Iteration 12Q: 3 clusters Score -1.957042e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -19572990.000000 Penalty: 5940.625488
	Iteration 13Q: 3 clusters Score -1.957299e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 63185 members 
Entering Unmasked Estep 
Score: -19574446.000000 Penalty: 5940.625488
	Iteration 14Q: 3 clusters Score -1.957445e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -19575672.000000 Penalty: 5940.625488
	Iteration 15Q: 3 clusters Score -1.957567e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -19576894.000000 Penalty: 5940.625488
	Iteration 16Q: 3 clusters Score -1.957689e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -19578134.000000 Penalty: 5940.625488
	Iteration 17Q: 3 clusters Score -1.957813e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -19579156.000000 Penalty: 5940.625488
	Iteration 18Q: 3 clusters Score -1.957916e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -19580284.000000 Penalty: 5940.625488
	Iteration 19Q: 3 clusters Score -1.958028e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -19581116.000000 Penalty: 5940.625488
	Iteration 20F: 3 clusters Score -1.958112e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -19581844.000000 Penalty: 5940.625488
	Iteration 21Q: 3 clusters Score -1.958184e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -19582234.000000 Penalty: 5940.625488
	Iteration 22Q: 3 clusters Score -1.958223e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -19582564.000000 Penalty: 5940.625488
	Iteration 23Q: 3 clusters Score -1.958256e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -19582728.000000 Penalty: 5940.625488
	Iteration 24Q: 3 clusters Score -1.958273e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -19583026.000000 Penalty: 5940.625488
	Iteration 25Q: 3 clusters Score -1.958303e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -19583100.000000 Penalty: 5940.625488
	Iteration 26Q: 3 clusters Score -1.95831e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -19583252.000000 Penalty: 5940.625488
	Iteration 27Q: 3 clusters Score -1.958325e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -19583322.000000 Penalty: 5940.625488
	Iteration 28Q: 3 clusters Score -1.958332e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -19583338.000000 Penalty: 5940.625488
	Iteration 29Q: 3 clusters Score -1.958334e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94332 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -19583324.000000 Penalty: 5940.625488
	Iteration 30Q: 3 clusters Score -1.958332e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -19583338.000000 Penalty: 5940.625488
	Iteration 31Q: 3 clusters Score -1.958334e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -19583322.000000 Penalty: 5940.625488
	Iteration 32Q: 3 clusters Score -1.958332e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95058 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -19583314.000000 Penalty: 5940.625488
	Iteration 33Q: 3 clusters Score -1.958331e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95310 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -19583358.000000 Penalty: 5940.625488
	Iteration 34Q: 3 clusters Score -1.958336e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95589 members 
Mstep: Class 2 contains 63476 members 
Entering Unmasked Estep 
Score: -19583430.000000 Penalty: 5940.625488
	Iteration 35Q: 3 clusters Score -1.958343e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -19583390.000000 Penalty: 5940.625488
	Iteration 36Q: 3 clusters Score -1.958339e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -19583412.000000 Penalty: 5940.625488
	Iteration 37Q: 3 clusters Score -1.958341e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -19583474.000000 Penalty: 5940.625488
	Iteration 38Q: 3 clusters Score -1.958347e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -19583542.000000 Penalty: 5940.625488
	Iteration 39Q: 3 clusters Score -1.958354e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -19583544.000000 Penalty: 5940.625488
	Iteration 40F: 3 clusters Score -1.958354e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97682 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -19583618.000000 Penalty: 5940.625488
	Iteration 41Q: 3 clusters Score -1.958362e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -19583656.000000 Penalty: 5940.625488
	Iteration 42Q: 3 clusters Score -1.958366e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -19583688.000000 Penalty: 5940.625488
	Iteration 43Q: 3 clusters Score -1.958369e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -19583716.000000 Penalty: 5940.625488
	Iteration 44Q: 3 clusters Score -1.958372e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99382 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -19583748.000000 Penalty: 5940.625488
	Iteration 45Q: 3 clusters Score -1.958375e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -19583846.000000 Penalty: 5940.625488
	Iteration 46Q: 3 clusters Score -1.958385e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -19583862.000000 Penalty: 5940.625488
	Iteration 47Q: 3 clusters Score -1.958386e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -19583926.000000 Penalty: 5940.625488
	Iteration 48Q: 3 clusters Score -1.958393e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -19583954.000000 Penalty: 5940.625488
	Iteration 49Q: 3 clusters Score -1.958395e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -19584040.000000 Penalty: 5940.625488
	Iteration 50Q: 3 clusters Score -1.958404e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -19584096.000000 Penalty: 5940.625488
	Iteration 51Q: 3 clusters Score -1.95841e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -19584150.000000 Penalty: 5940.625488
	Iteration 52Q: 3 clusters Score -1.958415e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -19584266.000000 Penalty: 5940.625488
	Iteration 53Q: 3 clusters Score -1.958427e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103944 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -19584246.000000 Penalty: 5940.625488
	Iteration 54Q: 3 clusters Score -1.958425e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -19584386.000000 Penalty: 5940.625488
	Iteration 55Q: 3 clusters Score -1.958439e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -19584406.000000 Penalty: 5940.625488
	Iteration 56Q: 3 clusters Score -1.958441e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -19584468.000000 Penalty: 5940.625488
	Iteration 57Q: 3 clusters Score -1.958447e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -19584526.000000 Penalty: 5940.625488
	Iteration 58Q: 3 clusters Score -1.958453e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -19584612.000000 Penalty: 5940.625488
	Iteration 59Q: 3 clusters Score -1.958461e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -19584726.000000 Penalty: 5940.625488
	Iteration 60F: 3 clusters Score -1.958473e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107906 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -19584792.000000 Penalty: 5940.625488
	Iteration 61Q: 3 clusters Score -1.958479e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108421 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -19584860.000000 Penalty: 5940.625488
	Iteration 62Q: 3 clusters Score -1.958486e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -19584944.000000 Penalty: 5940.625488
	Iteration 63Q: 3 clusters Score -1.958494e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -19584892.000000 Penalty: 5940.625488
	Iteration 64Q: 3 clusters Score -1.958489e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -19584888.000000 Penalty: 5940.625488
	Iteration 65Q: 3 clusters Score -1.958489e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -19584940.000000 Penalty: 5940.625488
	Iteration 66Q: 3 clusters Score -1.958494e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -19584960.000000 Penalty: 5940.625488
	Iteration 67Q: 3 clusters Score -1.958496e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111377 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -19584964.000000 Penalty: 5940.625488
	Iteration 68Q: 3 clusters Score -1.958496e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -19585052.000000 Penalty: 5940.625488
	Iteration 69Q: 3 clusters Score -1.958505e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -19585066.000000 Penalty: 5940.625488
	Iteration 70Q: 3 clusters Score -1.958507e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -19585104.000000 Penalty: 5940.625488
	Iteration 71Q: 3 clusters Score -1.95851e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113199 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -19585250.000000 Penalty: 5940.625488
	Iteration 72Q: 3 clusters Score -1.958525e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -19585348.000000 Penalty: 5940.625488
	Iteration 73Q: 3 clusters Score -1.958535e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -19585358.000000 Penalty: 5940.625488
	Iteration 74Q: 3 clusters Score -1.958536e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -19585422.000000 Penalty: 5940.625488
	Iteration 75Q: 3 clusters Score -1.958542e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114979 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -19585440.000000 Penalty: 5940.625488
	Iteration 76Q: 3 clusters Score -1.958544e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115414 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -19585480.000000 Penalty: 5940.625488
	Iteration 77Q: 3 clusters Score -1.958548e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115882 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -19585482.000000 Penalty: 5940.625488
	Iteration 78Q: 3 clusters Score -1.958548e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116314 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -19585448.000000 Penalty: 5940.625488
	Iteration 79Q: 3 clusters Score -1.958545e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116722 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -19585484.000000 Penalty: 5940.625488
	Iteration 80F: 3 clusters Score -1.958548e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -19585522.000000 Penalty: 5940.625488
	Iteration 81Q: 3 clusters Score -1.958552e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117538 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -19585524.000000 Penalty: 5940.625488
	Iteration 82Q: 3 clusters Score -1.958552e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117943 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -19585632.000000 Penalty: 5940.625488
	Iteration 83Q: 3 clusters Score -1.958563e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118361 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -19585650.000000 Penalty: 5940.625488
	Iteration 84Q: 3 clusters Score -1.958565e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -19585660.000000 Penalty: 5940.625488
	Iteration 85Q: 3 clusters Score -1.958566e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119174 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -19585646.000000 Penalty: 5940.625488
	Iteration 86Q: 3 clusters Score -1.958565e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -19585736.000000 Penalty: 5940.625488
	Iteration 87Q: 3 clusters Score -1.958574e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119990 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -19585768.000000 Penalty: 5940.625488
	Iteration 88Q: 3 clusters Score -1.958577e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -19585792.000000 Penalty: 5940.625488
	Iteration 89Q: 3 clusters Score -1.958579e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -19585798.000000 Penalty: 5940.625488
	Iteration 90Q: 3 clusters Score -1.95858e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -19585798.000000 Penalty: 5940.625488
	Iteration 91Q: 3 clusters Score -1.95858e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -19585808.000000 Penalty: 5940.625488
	Iteration 92Q: 3 clusters Score -1.958581e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -19585818.000000 Penalty: 5940.625488
	Iteration 93Q: 3 clusters Score -1.958582e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -19585826.000000 Penalty: 5940.625488
	Iteration 94Q: 3 clusters Score -1.958583e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -19585882.000000 Penalty: 5940.625488
	Iteration 95Q: 3 clusters Score -1.958588e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -19585938.000000 Penalty: 5940.625488
	Iteration 96Q: 3 clusters Score -1.958594e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -19585978.000000 Penalty: 5940.625488
	Iteration 97Q: 3 clusters Score -1.958598e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -19586012.000000 Penalty: 5940.625488
	Iteration 98Q: 3 clusters Score -1.958601e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -19586016.000000 Penalty: 5940.625488
	Iteration 99Q: 3 clusters Score -1.958602e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124499 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -19586058.000000 Penalty: 5940.625488
	Iteration 100F: 3 clusters Score -1.958606e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124854 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -19586046.000000 Penalty: 5940.625488
	Iteration 101Q: 3 clusters Score -1.958605e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125212 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -19586066.000000 Penalty: 5940.625488
	Iteration 102Q: 3 clusters Score -1.958607e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -19586188.000000 Penalty: 5940.625488
	Iteration 103Q: 3 clusters Score -1.958619e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125936 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -19586184.000000 Penalty: 5940.625488
	Iteration 104Q: 3 clusters Score -1.958618e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126290 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -19586194.000000 Penalty: 5940.625488
	Iteration 105Q: 3 clusters Score -1.958619e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126636 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -19586274.000000 Penalty: 5940.625488
	Iteration 106Q: 3 clusters Score -1.958627e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -19586270.000000 Penalty: 5940.625488
	Iteration 107Q: 3 clusters Score -1.958627e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127351 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -19586318.000000 Penalty: 5940.625488
	Iteration 108Q: 3 clusters Score -1.958632e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127703 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -19586314.000000 Penalty: 5940.625488
	Iteration 109Q: 3 clusters Score -1.958631e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128079 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -19586378.000000 Penalty: 5940.625488
	Iteration 110Q: 3 clusters Score -1.958638e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128461 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -19586338.000000 Penalty: 5940.625488
	Iteration 111Q: 3 clusters Score -1.958634e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128830 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -19586412.000000 Penalty: 5940.625488
	Iteration 112Q: 3 clusters Score -1.958641e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -19586456.000000 Penalty: 5940.625488
	Iteration 113Q: 3 clusters Score -1.958646e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129610 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -19586516.000000 Penalty: 5940.625488
	Iteration 114Q: 3 clusters Score -1.958652e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129984 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -19586510.000000 Penalty: 5940.625488
	Iteration 115Q: 3 clusters Score -1.958651e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130346 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -19586612.000000 Penalty: 5940.625488
	Iteration 116Q: 3 clusters Score -1.958661e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -19586622.000000 Penalty: 5940.625488
	Iteration 117Q: 3 clusters Score -1.958662e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131183 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -19586612.000000 Penalty: 5940.625488
	Iteration 118Q: 3 clusters Score -1.958661e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131650 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -19586638.000000 Penalty: 5940.625488
	Iteration 119Q: 3 clusters Score -1.958664e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132093 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -19586690.000000 Penalty: 5940.625488
	Iteration 120F: 3 clusters Score -1.958669e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132537 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -19586690.000000 Penalty: 5940.625488
	Iteration 121Q: 3 clusters Score -1.958669e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -19586706.000000 Penalty: 5940.625488
	Iteration 122Q: 3 clusters Score -1.958671e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -19586722.000000 Penalty: 5940.625488
	Iteration 123Q: 3 clusters Score -1.958672e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -19586872.000000 Penalty: 5940.625488
	Iteration 124Q: 3 clusters Score -1.958687e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134341 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -19586902.000000 Penalty: 5940.625488
	Iteration 125Q: 3 clusters Score -1.95869e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134841 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -19586978.000000 Penalty: 5940.625488
	Iteration 126Q: 3 clusters Score -1.958698e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135369 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -19587050.000000 Penalty: 5940.625488
	Iteration 127Q: 3 clusters Score -1.958705e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135959 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -19587026.000000 Penalty: 5940.625488
	Iteration 128Q: 3 clusters Score -1.958703e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136541 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -19587112.000000 Penalty: 5940.625488
	Iteration 129Q: 3 clusters Score -1.958711e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -19587262.000000 Penalty: 5940.625488
	Iteration 130Q: 3 clusters Score -1.958726e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137770 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -19587388.000000 Penalty: 5940.625488
	Iteration 131Q: 3 clusters Score -1.958739e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138408 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -19587490.000000 Penalty: 5940.625488
	Iteration 132Q: 3 clusters Score -1.958749e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139096 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -19587502.000000 Penalty: 5940.625488
	Iteration 133Q: 3 clusters Score -1.95875e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -19587624.000000 Penalty: 5940.625488
	Iteration 134Q: 3 clusters Score -1.958762e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -19587778.000000 Penalty: 5940.625488
	Iteration 135Q: 3 clusters Score -1.958778e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -19587854.000000 Penalty: 5940.625488
	Iteration 136Q: 3 clusters Score -1.958785e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142249 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -19588046.000000 Penalty: 5940.625488
	Iteration 137Q: 3 clusters Score -1.958805e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -19588222.000000 Penalty: 5940.625488
	Iteration 138Q: 3 clusters Score -1.958822e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -19588430.000000 Penalty: 5940.625488
	Iteration 139Q: 3 clusters Score -1.958843e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145053 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -19588630.000000 Penalty: 5940.625488
	Iteration 140F: 3 clusters Score -1.958863e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146025 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -19588850.000000 Penalty: 5940.625488
	Iteration 141Q: 3 clusters Score -1.958885e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147035 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -19589144.000000 Penalty: 5940.625488
	Iteration 142Q: 3 clusters Score -1.958914e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -19589452.000000 Penalty: 5940.625488
	Iteration 143Q: 3 clusters Score -1.958945e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -19589746.000000 Penalty: 5940.625488
	Iteration 144Q: 3 clusters Score -1.958975e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -19589898.000000 Penalty: 5940.625488
	Iteration 145Q: 3 clusters Score -1.95899e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150756 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -19590148.000000 Penalty: 5940.625488
	Iteration 146Q: 3 clusters Score -1.959015e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151565 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -19590402.000000 Penalty: 5940.625488
	Iteration 147Q: 3 clusters Score -1.95904e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -19590618.000000 Penalty: 5940.625488
	Iteration 148Q: 3 clusters Score -1.959062e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152964 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -19590858.000000 Penalty: 5940.625488
	Iteration 149Q: 3 clusters Score -1.959086e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153566 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -19591098.000000 Penalty: 5940.625488
	Iteration 150Q: 3 clusters Score -1.95911e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -19591194.000000 Penalty: 5940.625488
	Iteration 151Q: 3 clusters Score -1.959119e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -19591314.000000 Penalty: 5940.625488
	Iteration 152Q: 3 clusters Score -1.959131e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -19591438.000000 Penalty: 5940.625488
	Iteration 153Q: 3 clusters Score -1.959144e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155359 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -19591488.000000 Penalty: 5940.625488
	Iteration 154Q: 3 clusters Score -1.959149e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155633 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -19591554.000000 Penalty: 5940.625488
	Iteration 155Q: 3 clusters Score -1.959155e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -19591642.000000 Penalty: 5940.625488
	Iteration 156Q: 3 clusters Score -1.959164e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -19591668.000000 Penalty: 5940.625488
	Iteration 157Q: 3 clusters Score -1.959167e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -19591696.000000 Penalty: 5940.625488
	Iteration 158Q: 3 clusters Score -1.95917e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19591748.000000 Penalty: 5940.625488
	Iteration 159Q: 3 clusters Score -1.959175e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -19591734.000000 Penalty: 5940.625488
	Iteration 160F: 3 clusters Score -1.959173e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156574 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19591770.000000 Penalty: 5940.625488
	Iteration 161Q: 3 clusters Score -1.959177e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156680 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19591804.000000 Penalty: 5940.625488
	Iteration 162Q: 3 clusters Score -1.95918e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156774 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19591798.000000 Penalty: 5940.625488
	Iteration 163Q: 3 clusters Score -1.95918e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156850 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -19591754.000000 Penalty: 5940.625488
	Iteration 164Q: 3 clusters Score -1.959175e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156923 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19591782.000000 Penalty: 5940.625488
	Iteration 165Q: 3 clusters Score -1.959178e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19591798.000000 Penalty: 5940.625488
	Iteration 166Q: 3 clusters Score -1.95918e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -19591814.000000 Penalty: 5940.625488
	Iteration 167Q: 3 clusters Score -1.959181e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157095 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -19591828.000000 Penalty: 5940.625488
	Iteration 168Q: 3 clusters Score -1.959183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -19591842.000000 Penalty: 5940.625488
	Iteration 169Q: 3 clusters Score -1.959184e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19591858.000000 Penalty: 5940.625488
	Iteration 170Q: 3 clusters Score -1.959186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157222 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19591858.000000 Penalty: 5940.625488
	Iteration 171Q: 3 clusters Score -1.959186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157262 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -19591902.000000 Penalty: 5940.625488
	Iteration 172Q: 3 clusters Score -1.95919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19591928.000000 Penalty: 5940.625488
	Iteration 173Q: 3 clusters Score -1.959193e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -19591932.000000 Penalty: 5940.625488
	Iteration 174Q: 3 clusters Score -1.959193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -19591938.000000 Penalty: 5940.625488
	Iteration 175Q: 3 clusters Score -1.959194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19591950.000000 Penalty: 5940.625488
	Iteration 176Q: 3 clusters Score -1.959195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -19591942.000000 Penalty: 5940.625488
	Iteration 177Q: 3 clusters Score -1.959194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157367 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19591944.000000 Penalty: 5940.625488
	Iteration 178Q: 3 clusters Score -1.959194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19591938.000000 Penalty: 5940.625488
	Iteration 179Q: 3 clusters Score -1.959194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157398 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -19591934.000000 Penalty: 5940.625488
	Iteration 180F: 3 clusters Score -1.959193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157412 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -19591954.000000 Penalty: 5940.625488
	Iteration 181Q: 3 clusters Score -1.959195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157419 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19591964.000000 Penalty: 5940.625488
	Iteration 182Q: 3 clusters Score -1.959196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19591976.000000 Penalty: 5940.625488
	Iteration 183Q: 3 clusters Score -1.959198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19591978.000000 Penalty: 5940.625488
	Iteration 184Q: 3 clusters Score -1.959198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -19591958.000000 Penalty: 5940.625488
	Iteration 185Q: 3 clusters Score -1.959196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157453 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -19591952.000000 Penalty: 5940.625488
	Iteration 186Q: 3 clusters Score -1.959195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19591964.000000 Penalty: 5940.625488
	Iteration 187Q: 3 clusters Score -1.959196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157466 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -19591962.000000 Penalty: 5940.625488
	Iteration 188Q: 3 clusters Score -1.959196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157474 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -19591972.000000 Penalty: 5940.625488
	Iteration 189Q: 3 clusters Score -1.959197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19591974.000000 Penalty: 5940.625488
	Iteration 190Q: 3 clusters Score -1.959197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19591984.000000 Penalty: 5940.625488
	Iteration 191Q: 3 clusters Score -1.959198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -19591986.000000 Penalty: 5940.625488
	Iteration 192Q: 3 clusters Score -1.959199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19592000.000000 Penalty: 5940.625488
	Iteration 193Q: 3 clusters Score -1.9592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -19591992.000000 Penalty: 5940.625488
	Iteration 194Q: 3 clusters Score -1.959199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19591988.000000 Penalty: 5940.625488
	Iteration 195Q: 3 clusters Score -1.959199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19591974.000000 Penalty: 5940.625488
	Iteration 196Q: 3 clusters Score -1.959197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19591976.000000 Penalty: 5940.625488
	Iteration 197Q: 3 clusters Score -1.959198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19591982.000000 Penalty: 5940.625488
	Iteration 198Q: 3 clusters Score -1.959198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19591984.000000 Penalty: 5940.625488
	Iteration 199Q: 3 clusters Score -1.959198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -19591972.000000 Penalty: 5940.625488
	Iteration 200F: 3 clusters Score -1.959197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19591972.000000 Penalty: 5940.625488
	Iteration 201Q: 3 clusters Score -1.959197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -19591982.000000 Penalty: 5940.625488
	Iteration 202Q: 3 clusters Score -1.959198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -19591974.000000 Penalty: 5940.625488
	Iteration 203Q: 3 clusters Score -1.959197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -19591974.000000 Penalty: 5940.625488
	Iteration 204F: 3 clusters Score -1.959197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -889795.187500 Penalty: 2195.034912
	Iteration 0F: 2 clusters Score -889795.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -883983.750000 Penalty: 4390.069824
	Iteration 0F: 3 clusters Score -883983.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -885449.937500 Penalty: 4390.069824
	Iteration 1F: 3 clusters Score -885449.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -885670.875000 Penalty: 4390.069824
	Iteration 2F: 3 clusters Score -885670.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -885806.562500 Penalty: 4390.069824
	Iteration 3Q: 3 clusters Score -885806.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -885901.937500 Penalty: 4390.069824
	Iteration 4Q: 3 clusters Score -885901.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -885976.937500 Penalty: 4390.069824
	Iteration 5Q: 3 clusters Score -885976.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -886031.625000 Penalty: 4390.069824
	Iteration 6Q: 3 clusters Score -886031.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -886078.125000 Penalty: 4390.069824
	Iteration 7Q: 3 clusters Score -886078.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -886114.687500 Penalty: 4390.069824
	Iteration 8Q: 3 clusters Score -886114.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -886139.062500 Penalty: 4390.069824
	Iteration 9Q: 3 clusters Score -886139.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -886158.312500 Penalty: 4390.069824
	Iteration 10Q: 3 clusters Score -886158.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -886177.687500 Penalty: 4390.069824
	Iteration 11Q: 3 clusters Score -886177.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -886193.250000 Penalty: 4390.069824
	Iteration 12Q: 3 clusters Score -886193.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -886202.312500 Penalty: 4390.069824
	Iteration 13Q: 3 clusters Score -886202.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -886213.687500 Penalty: 4390.069824
	Iteration 14Q: 3 clusters Score -886213.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -886221.812500 Penalty: 4390.069824
	Iteration 15Q: 3 clusters Score -886221.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -886227.687500 Penalty: 4390.069824
	Iteration 16Q: 3 clusters Score -886227.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -886233.562500 Penalty: 4390.069824
	Iteration 17Q: 3 clusters Score -886233.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -886237.500000 Penalty: 4390.069824
	Iteration 18Q: 3 clusters Score -886237.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -886238.875000 Penalty: 4390.069824
	Iteration 19Q: 3 clusters Score -886238.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -886242.250000 Penalty: 4390.069824
	Iteration 20F: 3 clusters Score -886242.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -886246.375000 Penalty: 4390.069824
	Iteration 21Q: 3 clusters Score -886246.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -886252.062500 Penalty: 4390.069824
	Iteration 22Q: 3 clusters Score -886252.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -886256.250000 Penalty: 4390.069824
	Iteration 23Q: 3 clusters Score -886256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -886258.062500 Penalty: 4390.069824
	Iteration 24Q: 3 clusters Score -886258.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -886261.187500 Penalty: 4390.069824
	Iteration 25Q: 3 clusters Score -886261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -886264.562500 Penalty: 4390.069824
	Iteration 26Q: 3 clusters Score -886264.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -886265.875000 Penalty: 4390.069824
	Iteration 27Q: 3 clusters Score -886265.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -886267.687500 Penalty: 4390.069824
	Iteration 28Q: 3 clusters Score -886267.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -886269.500000 Penalty: 4390.069824
	Iteration 29Q: 3 clusters Score -886269.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -886272.312500 Penalty: 4390.069824
	Iteration 30Q: 3 clusters Score -886272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -886273.375000 Penalty: 4390.069824
	Iteration 31Q: 3 clusters Score -886273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -886274.187500 Penalty: 4390.069824
	Iteration 32Q: 3 clusters Score -886274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -886277.125000 Penalty: 4390.069824
	Iteration 33Q: 3 clusters Score -886277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -886278.562500 Penalty: 4390.069824
	Iteration 34Q: 3 clusters Score -886278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -886278.437500 Penalty: 4390.069824
	Iteration 35Q: 3 clusters Score -886278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -886279.375000 Penalty: 4390.069824
	Iteration 36Q: 3 clusters Score -886279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -886280.687500 Penalty: 4390.069824
	Iteration 37Q: 3 clusters Score -886280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -886281.250000 Penalty: 4390.069824
	Iteration 38Q: 3 clusters Score -886281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -886280.625000 Penalty: 4390.069824
	Iteration 39Q: 3 clusters Score -886280.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -886283.062500 Penalty: 4390.069824
	Iteration 40F: 3 clusters Score -886283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -886284.000000 Penalty: 4390.069824
	Iteration 41Q: 3 clusters Score -886284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -886284.062500 Penalty: 4390.069824
	Iteration 42Q: 3 clusters Score -886284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -886285.687500 Penalty: 4390.069824
	Iteration 43Q: 3 clusters Score -886285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -886287.812500 Penalty: 4390.069824
	Iteration 44Q: 3 clusters Score -886287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -886290.125000 Penalty: 4390.069824
	Iteration 45Q: 3 clusters Score -886290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -886290.625000 Penalty: 4390.069824
	Iteration 46Q: 3 clusters Score -886290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -886292.312500 Penalty: 4390.069824
	Iteration 47Q: 3 clusters Score -886292.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -886295.500000 Penalty: 4390.069824
	Iteration 48Q: 3 clusters Score -886295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -886295.312500 Penalty: 4390.069824
	Iteration 49Q: 3 clusters Score -886295.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -886298.500000 Penalty: 4390.069824
	Iteration 50Q: 3 clusters Score -886298.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -886301.375000 Penalty: 4390.069824
	Iteration 51Q: 3 clusters Score -886301.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -886304.937500 Penalty: 4390.069824
	Iteration 52Q: 3 clusters Score -886304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -886304.562500 Penalty: 4390.069824
	Iteration 53Q: 3 clusters Score -886304.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -886308.187500 Penalty: 4390.069824
	Iteration 54Q: 3 clusters Score -886308.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -886309.562500 Penalty: 4390.069824
	Iteration 55Q: 3 clusters Score -886309.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -886309.312500 Penalty: 4390.069824
	Iteration 56Q: 3 clusters Score -886309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -886310.562500 Penalty: 4390.069824
	Iteration 57Q: 3 clusters Score -886310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -886311.687500 Penalty: 4390.069824
	Iteration 58Q: 3 clusters Score -886311.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -886313.562500 Penalty: 4390.069824
	Iteration 59Q: 3 clusters Score -886313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -886313.875000 Penalty: 4390.069824
	Iteration 60F: 3 clusters Score -886313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -886313.187500 Penalty: 4390.069824
	Iteration 61Q: 3 clusters Score -886313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -886314.812500 Penalty: 4390.069824
	Iteration 62Q: 3 clusters Score -886314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -886316.062500 Penalty: 4390.069824
	Iteration 63Q: 3 clusters Score -886316.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -886316.687500 Penalty: 4390.069824
	Iteration 64Q: 3 clusters Score -886316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -886319.562500 Penalty: 4390.069824
	Iteration 65Q: 3 clusters Score -886319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -886320.250000 Penalty: 4390.069824
	Iteration 66Q: 3 clusters Score -886320.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -886321.937500 Penalty: 4390.069824
	Iteration 67Q: 3 clusters Score -886321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -886324.375000 Penalty: 4390.069824
	Iteration 68Q: 3 clusters Score -886324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -886325.312500 Penalty: 4390.069824
	Iteration 69Q: 3 clusters Score -886325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -886326.562500 Penalty: 4390.069824
	Iteration 70Q: 3 clusters Score -886326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -886327.937500 Penalty: 4390.069824
	Iteration 71Q: 3 clusters Score -886327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -886330.937500 Penalty: 4390.069824
	Iteration 72Q: 3 clusters Score -886330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -886334.187500 Penalty: 4390.069824
	Iteration 73Q: 3 clusters Score -886334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -886333.875000 Penalty: 4390.069824
	Iteration 74Q: 3 clusters Score -886333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -886336.812500 Penalty: 4390.069824
	Iteration 75Q: 3 clusters Score -886336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -886338.500000 Penalty: 4390.069824
	Iteration 76Q: 3 clusters Score -886338.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -886339.250000 Penalty: 4390.069824
	Iteration 77Q: 3 clusters Score -886339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -886340.062500 Penalty: 4390.069824
	Iteration 78Q: 3 clusters Score -886340.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -886342.500000 Penalty: 4390.069824
	Iteration 79Q: 3 clusters Score -886342.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -886345.062500 Penalty: 4390.069824
	Iteration 80F: 3 clusters Score -886345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -886348.062500 Penalty: 4390.069824
	Iteration 81Q: 3 clusters Score -886348.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -886349.500000 Penalty: 4390.069824
	Iteration 82Q: 3 clusters Score -886349.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -886353.625000 Penalty: 4390.069824
	Iteration 83Q: 3 clusters Score -886353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -886351.875000 Penalty: 4390.069824
	Iteration 84Q: 3 clusters Score -886351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -886353.562500 Penalty: 4390.069824
	Iteration 85Q: 3 clusters Score -886353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -886353.437500 Penalty: 4390.069824
	Iteration 86Q: 3 clusters Score -886353.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -886354.500000 Penalty: 4390.069824
	Iteration 87Q: 3 clusters Score -886354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -886355.375000 Penalty: 4390.069824
	Iteration 88Q: 3 clusters Score -886355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -886354.187500 Penalty: 4390.069824
	Iteration 89Q: 3 clusters Score -886354.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -886355.125000 Penalty: 4390.069824
	Iteration 90Q: 3 clusters Score -886355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -886354.437500 Penalty: 4390.069824
	Iteration 91Q: 3 clusters Score -886354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -886354.437500 Penalty: 4390.069824
	Iteration 92F: 3 clusters Score -886354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Entering Unmasked Estep 
Score: -11936598.000000 Penalty: 2844.530762
	Iteration 0F: 2 clusters Score -1.19366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -11872219.000000 Penalty: 5689.061523
	Iteration 0F: 3 clusters Score -1.187222e+07 nChanged 45422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -11898381.000000 Penalty: 5689.061523
	Iteration 1F: 3 clusters Score -1.189838e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -11899374.000000 Penalty: 5689.061523
	Iteration 2Q: 3 clusters Score -1.189937e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -11900601.000000 Penalty: 5689.061523
	Iteration 3Q: 3 clusters Score -1.19006e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -11902638.000000 Penalty: 5689.061523
	Iteration 4Q: 3 clusters Score -1.190264e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63722 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -11905730.000000 Penalty: 5689.061523
	Iteration 5F: 3 clusters Score -1.190573e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70365 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -11910780.000000 Penalty: 5689.061523
	Iteration 6F: 3 clusters Score -1.191078e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -11917382.000000 Penalty: 5689.061523
	Iteration 7F: 3 clusters Score -1.191738e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -11924408.000000 Penalty: 5689.061523
	Iteration 8F: 3 clusters Score -1.192441e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -11929944.000000 Penalty: 5689.061523
	Iteration 9F: 3 clusters Score -1.192994e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -11932516.000000 Penalty: 5689.061523
	Iteration 10Q: 3 clusters Score -1.193252e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11933471.000000 Penalty: 5689.061523
	Iteration 11Q: 3 clusters Score -1.193347e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11933816.000000 Penalty: 5689.061523
	Iteration 12Q: 3 clusters Score -1.193382e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11933953.000000 Penalty: 5689.061523
	Iteration 13Q: 3 clusters Score -1.193395e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95426 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11934012.000000 Penalty: 5689.061523
	Iteration 14Q: 3 clusters Score -1.193401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11934048.000000 Penalty: 5689.061523
	Iteration 15Q: 3 clusters Score -1.193405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11934086.000000 Penalty: 5689.061523
	Iteration 16Q: 3 clusters Score -1.193409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11934087.000000 Penalty: 5689.061523
	Iteration 17Q: 3 clusters Score -1.193409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95479 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -11934099.000000 Penalty: 5689.061523
	Iteration 18Q: 3 clusters Score -1.19341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11934098.000000 Penalty: 5689.061523
	Iteration 19Q: 3 clusters Score -1.19341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11934109.000000 Penalty: 5689.061523
	Iteration 20F: 3 clusters Score -1.193411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11934119.000000 Penalty: 5689.061523
	Iteration 21Q: 3 clusters Score -1.193412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11934129.000000 Penalty: 5689.061523
	Iteration 22Q: 3 clusters Score -1.193413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11934138.000000 Penalty: 5689.061523
	Iteration 23Q: 3 clusters Score -1.193414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11934138.000000 Penalty: 5689.061523
	Iteration 24Q: 3 clusters Score -1.193414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95502 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11934151.000000 Penalty: 5689.061523
	Iteration 25Q: 3 clusters Score -1.193415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11934152.000000 Penalty: 5689.061523
	Iteration 26Q: 3 clusters Score -1.193415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11934150.000000 Penalty: 5689.061523
	Iteration 27Q: 3 clusters Score -1.193415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11934153.000000 Penalty: 5689.061523
	Iteration 28Q: 3 clusters Score -1.193415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11934156.000000 Penalty: 5689.061523
	Iteration 29Q: 3 clusters Score -1.193416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11934164.000000 Penalty: 5689.061523
	Iteration 30Q: 3 clusters Score -1.193416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11934160.000000 Penalty: 5689.061523
	Iteration 31Q: 3 clusters Score -1.193416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11934161.000000 Penalty: 5689.061523
	Iteration 32Q: 3 clusters Score -1.193416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11934161.000000 Penalty: 5689.061523
	Iteration 33F: 3 clusters Score -1.193416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (161487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Entering Unmasked Estep 
Score: -19767642.000000 Penalty: 2974.060547
	Iteration 0F: 2 clusters Score -1.976764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -19660578.000000 Penalty: 5948.121094
	Iteration 0F: 3 clusters Score -1.966058e+07 nChanged 77214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -19705248.000000 Penalty: 5948.121094
	Iteration 1F: 3 clusters Score -1.970525e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -19705806.000000 Penalty: 5948.121094
	Iteration 2Q: 3 clusters Score -1.970581e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -19706466.000000 Penalty: 5948.121094
	Iteration 3Q: 3 clusters Score -1.970647e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -19707048.000000 Penalty: 5948.121094
	Iteration 4Q: 3 clusters Score -1.970705e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 85869 members 
Entering Unmasked Estep 
Score: -19707928.000000 Penalty: 5948.121094
	Iteration 5Q: 3 clusters Score -1.970793e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -19709122.000000 Penalty: 5948.121094
	Iteration 6Q: 3 clusters Score -1.970912e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -19711132.000000 Penalty: 5948.121094
	Iteration 7Q: 3 clusters Score -1.971113e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -19714904.000000 Penalty: 5948.121094
	Iteration 8Q: 3 clusters Score -1.97149e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 110026 members 
Entering Unmasked Estep 
Score: -19721194.000000 Penalty: 5948.121094
	Iteration 9F: 3 clusters Score -1.972119e+07 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -19730670.000000 Penalty: 5948.121094
	Iteration 10F: 3 clusters Score -1.973067e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 134847 members 
Entering Unmasked Estep 
Score: -19742240.000000 Penalty: 5948.121094
	Iteration 11F: 3 clusters Score -1.974224e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 145959 members 
Entering Unmasked Estep 
Score: -19752768.000000 Penalty: 5948.121094
	Iteration 12F: 3 clusters Score -1.975277e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -19759668.000000 Penalty: 5948.121094
	Iteration 13Q: 3 clusters Score -1.975967e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -19762788.000000 Penalty: 5948.121094
	Iteration 14Q: 3 clusters Score -1.976279e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -19764134.000000 Penalty: 5948.121094
	Iteration 15Q: 3 clusters Score -1.976413e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 159940 members 
Entering Unmasked Estep 
Score: -19764740.000000 Penalty: 5948.121094
	Iteration 16Q: 3 clusters Score -1.976474e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -19764972.000000 Penalty: 5948.121094
	Iteration 17Q: 3 clusters Score -1.976497e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 160484 members 
Entering Unmasked Estep 
Score: -19765072.000000 Penalty: 5948.121094
	Iteration 18Q: 3 clusters Score -1.976507e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -19765140.000000 Penalty: 5948.121094
	Iteration 19Q: 3 clusters Score -1.976514e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 160676 members 
Entering Unmasked Estep 
Score: -19765186.000000 Penalty: 5948.121094
	Iteration 20F: 3 clusters Score -1.976519e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 160734 members 
Entering Unmasked Estep 
Score: -19765226.000000 Penalty: 5948.121094
	Iteration 21Q: 3 clusters Score -1.976523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 160761 members 
Entering Unmasked Estep 
Score: -19765244.000000 Penalty: 5948.121094
	Iteration 22Q: 3 clusters Score -1.976524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -19765248.000000 Penalty: 5948.121094
	Iteration 23Q: 3 clusters Score -1.976525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 160798 members 
Entering Unmasked Estep 
Score: -19765284.000000 Penalty: 5948.121094
	Iteration 24Q: 3 clusters Score -1.976528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -19765290.000000 Penalty: 5948.121094
	Iteration 25Q: 3 clusters Score -1.976529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -19765304.000000 Penalty: 5948.121094
	Iteration 26Q: 3 clusters Score -1.97653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 160836 members 
Entering Unmasked Estep 
Score: -19765310.000000 Penalty: 5948.121094
	Iteration 27Q: 3 clusters Score -1.976531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 160839 members 
Entering Unmasked Estep 
Score: -19765310.000000 Penalty: 5948.121094
	Iteration 28Q: 3 clusters Score -1.976531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 160845 members 
Entering Unmasked Estep 
Score: -19765332.000000 Penalty: 5948.121094
	Iteration 29Q: 3 clusters Score -1.976533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -19765340.000000 Penalty: 5948.121094
	Iteration 30Q: 3 clusters Score -1.976534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 160859 members 
Entering Unmasked Estep 
Score: -19765340.000000 Penalty: 5948.121094
	Iteration 31Q: 3 clusters Score -1.976534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -19765348.000000 Penalty: 5948.121094
	Iteration 32Q: 3 clusters Score -1.976535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -19765344.000000 Penalty: 5948.121094
	Iteration 33Q: 3 clusters Score -1.976534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -19765346.000000 Penalty: 5948.121094
	Iteration 34Q: 3 clusters Score -1.976535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 160862 members 
Entering Unmasked Estep 
Score: -19765344.000000 Penalty: 5948.121094
	Iteration 35Q: 3 clusters Score -1.976534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -19765348.000000 Penalty: 5948.121094
	Iteration 36Q: 3 clusters Score -1.976535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -19765348.000000 Penalty: 5948.121094
	Iteration 37F: 3 clusters Score -1.976535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Entering Unmasked Estep 
Score: -847492.562500 Penalty: 2204.274658
	Iteration 0F: 2 clusters Score -847492.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -841570.937500 Penalty: 4408.549316
	Iteration 0F: 3 clusters Score -841570.9 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -843183.000000 Penalty: 4408.549316
	Iteration 1F: 3 clusters Score -843183 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -843486.125000 Penalty: 4408.549316
	Iteration 2F: 3 clusters Score -843486.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -843715.812500 Penalty: 4408.549316
	Iteration 3F: 3 clusters Score -843715.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -843941.750000 Penalty: 4408.549316
	Iteration 4Q: 3 clusters Score -843941.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -844205.125000 Penalty: 4408.549316
	Iteration 5Q: 3 clusters Score -844205.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -844530.625000 Penalty: 4408.549316
	Iteration 6F: 3 clusters Score -844530.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -844860.687500 Penalty: 4408.549316
	Iteration 7Q: 3 clusters Score -844860.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -845205.062500 Penalty: 4408.549316
	Iteration 8F: 3 clusters Score -845205.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -845502.875000 Penalty: 4408.549316
	Iteration 9Q: 3 clusters Score -845502.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -845758.750000 Penalty: 4408.549316
	Iteration 10Q: 3 clusters Score -845758.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -845993.750000 Penalty: 4408.549316
	Iteration 11Q: 3 clusters Score -845993.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -846209.437500 Penalty: 4408.549316
	Iteration 12Q: 3 clusters Score -846209.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -846389.750000 Penalty: 4408.549316
	Iteration 13Q: 3 clusters Score -846389.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -846561.875000 Penalty: 4408.549316
	Iteration 14Q: 3 clusters Score -846561.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -846688.375000 Penalty: 4408.549316
	Iteration 15Q: 3 clusters Score -846688.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -846774.062500 Penalty: 4408.549316
	Iteration 16Q: 3 clusters Score -846774.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -846820.437500 Penalty: 4408.549316
	Iteration 17Q: 3 clusters Score -846820.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -846850.750000 Penalty: 4408.549316
	Iteration 18Q: 3 clusters Score -846850.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -846874.875000 Penalty: 4408.549316
	Iteration 19Q: 3 clusters Score -846874.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -846888.375000 Penalty: 4408.549316
	Iteration 20F: 3 clusters Score -846888.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -846895.375000 Penalty: 4408.549316
	Iteration 21Q: 3 clusters Score -846895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -846900.500000 Penalty: 4408.549316
	Iteration 22Q: 3 clusters Score -846900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -846902.500000 Penalty: 4408.549316
	Iteration 23Q: 3 clusters Score -846902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -846902.812500 Penalty: 4408.549316
	Iteration 24Q: 3 clusters Score -846902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -846902.375000 Penalty: 4408.549316
	Iteration 25Q: 3 clusters Score -846902.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -846902.375000 Penalty: 4408.549316
	Iteration 26F: 3 clusters Score -846902.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (149001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Entering Unmasked Estep 
Score: -18476252.000000 Penalty: 2954.103516
	Iteration 0F: 2 clusters Score -1.847625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -18376922.000000 Penalty: 5908.207031
	Iteration 0F: 3 clusters Score -1.837692e+07 nChanged 71048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -18418296.000000 Penalty: 5908.207031
	Iteration 1F: 3 clusters Score -1.84183e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -18419172.000000 Penalty: 5908.207031
	Iteration 2Q: 3 clusters Score -1.841917e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -18420142.000000 Penalty: 5908.207031
	Iteration 3Q: 3 clusters Score -1.842014e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -18421480.000000 Penalty: 5908.207031
	Iteration 4Q: 3 clusters Score -1.842148e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -18424004.000000 Penalty: 5908.207031
	Iteration 5Q: 3 clusters Score -1.8424e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -18428066.000000 Penalty: 5908.207031
	Iteration 6Q: 3 clusters Score -1.842807e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -18433894.000000 Penalty: 5908.207031
	Iteration 7F: 3 clusters Score -1.843389e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -18441384.000000 Penalty: 5908.207031
	Iteration 8F: 3 clusters Score -1.844138e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -18449336.000000 Penalty: 5908.207031
	Iteration 9F: 3 clusters Score -1.844934e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -18456654.000000 Penalty: 5908.207031
	Iteration 10F: 3 clusters Score -1.845665e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 134328 members 
Entering Unmasked Estep 
Score: -18462558.000000 Penalty: 5908.207031
	Iteration 11Q: 3 clusters Score -1.846256e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 139761 members 
Entering Unmasked Estep 
Score: -18467080.000000 Penalty: 5908.207031
	Iteration 12Q: 3 clusters Score -1.846708e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 143396 members 
Entering Unmasked Estep 
Score: -18469936.000000 Penalty: 5908.207031
	Iteration 13Q: 3 clusters Score -1.846994e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 145640 members 
Entering Unmasked Estep 
Score: -18471582.000000 Penalty: 5908.207031
	Iteration 14Q: 3 clusters Score -1.847158e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 146904 members 
Entering Unmasked Estep 
Score: -18472542.000000 Penalty: 5908.207031
	Iteration 15Q: 3 clusters Score -1.847254e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 147585 members 
Entering Unmasked Estep 
Score: -18473048.000000 Penalty: 5908.207031
	Iteration 16Q: 3 clusters Score -1.847305e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 147948 members 
Entering Unmasked Estep 
Score: -18473276.000000 Penalty: 5908.207031
	Iteration 17Q: 3 clusters Score -1.847328e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -18473416.000000 Penalty: 5908.207031
	Iteration 18Q: 3 clusters Score -1.847342e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -18473488.000000 Penalty: 5908.207031
	Iteration 19Q: 3 clusters Score -1.847349e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -18473544.000000 Penalty: 5908.207031
	Iteration 20F: 3 clusters Score -1.847354e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -18473572.000000 Penalty: 5908.207031
	Iteration 21Q: 3 clusters Score -1.847357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 148390 members 
Entering Unmasked Estep 
Score: -18473604.000000 Penalty: 5908.207031
	Iteration 22Q: 3 clusters Score -1.84736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 148411 members 
Entering Unmasked Estep 
Score: -18473620.000000 Penalty: 5908.207031
	Iteration 23Q: 3 clusters Score -1.847362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 148422 members 
Entering Unmasked Estep 
Score: -18473618.000000 Penalty: 5908.207031
	Iteration 24Q: 3 clusters Score -1.847362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 148434 members 
Entering Unmasked Estep 
Score: -18473634.000000 Penalty: 5908.207031
	Iteration 25Q: 3 clusters Score -1.847363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 148441 members 
Entering Unmasked Estep 
Score: -18473650.000000 Penalty: 5908.207031
	Iteration 26Q: 3 clusters Score -1.847365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 148445 members 
Entering Unmasked Estep 
Score: -18473662.000000 Penalty: 5908.207031
	Iteration 27Q: 3 clusters Score -1.847366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -18473652.000000 Penalty: 5908.207031
	Iteration 28Q: 3 clusters Score -1.847365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 148451 members 
Entering Unmasked Estep 
Score: -18473654.000000 Penalty: 5908.207031
	Iteration 29Q: 3 clusters Score -1.847365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 148460 members 
Entering Unmasked Estep 
Score: -18473660.000000 Penalty: 5908.207031
	Iteration 30Q: 3 clusters Score -1.847366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -18473652.000000 Penalty: 5908.207031
	Iteration 31Q: 3 clusters Score -1.847365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -18473672.000000 Penalty: 5908.207031
	Iteration 32Q: 3 clusters Score -1.847367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 148468 members 
Entering Unmasked Estep 
Score: -18473670.000000 Penalty: 5908.207031
	Iteration 33Q: 3 clusters Score -1.847367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 148469 members 
Entering Unmasked Estep 
Score: -18473666.000000 Penalty: 5908.207031
	Iteration 34Q: 3 clusters Score -1.847367e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 148469 members 
Entering Unmasked Estep 
Score: -18473666.000000 Penalty: 5908.207031
	Iteration 35F: 3 clusters Score -1.847367e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (192778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Entering Unmasked Estep 
Score: -23577888.000000 Penalty: 3017.985107
	Iteration 0F: 2 clusters Score -2.357789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -23451248.000000 Penalty: 6035.970215
	Iteration 0F: 3 clusters Score -2.345125e+07 nChanged 92480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -23504912.000000 Penalty: 6035.970215
	Iteration 1F: 3 clusters Score -2.350491e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -23505990.000000 Penalty: 6035.970215
	Iteration 2Q: 3 clusters Score -2.350599e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -23507270.000000 Penalty: 6035.970215
	Iteration 3Q: 3 clusters Score -2.350727e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -23508992.000000 Penalty: 6035.970215
	Iteration 4Q: 3 clusters Score -2.350899e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 97928 members 
Entering Unmasked Estep 
Score: -23511302.000000 Penalty: 6035.970215
	Iteration 5Q: 3 clusters Score -2.35113e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -23514640.000000 Penalty: 6035.970215
	Iteration 6Q: 3 clusters Score -2.351464e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 102726 members 
Entering Unmasked Estep 
Score: -23519186.000000 Penalty: 6035.970215
	Iteration 7Q: 3 clusters Score -2.351919e+07 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84813 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -23525776.000000 Penalty: 6035.970215
	Iteration 8F: 3 clusters Score -2.352578e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -23535368.000000 Penalty: 6035.970215
	Iteration 9F: 3 clusters Score -2.353537e+07 nChanged 14101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -23546772.000000 Penalty: 6035.970215
	Iteration 10F: 3 clusters Score -2.354677e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 131357 members 
Entering Unmasked Estep 
Score: -23557928.000000 Penalty: 6035.970215
	Iteration 11F: 3 clusters Score -2.355793e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -23563542.000000 Penalty: 6035.970215
	Iteration 12Q: 3 clusters Score -2.356354e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -23565510.000000 Penalty: 6035.970215
	Iteration 13Q: 3 clusters Score -2.356551e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 143435 members 
Entering Unmasked Estep 
Score: -23566984.000000 Penalty: 6035.970215
	Iteration 14Q: 3 clusters Score -2.356698e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -23568348.000000 Penalty: 6035.970215
	Iteration 15Q: 3 clusters Score -2.356835e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 149371 members 
Entering Unmasked Estep 
Score: -23569306.000000 Penalty: 6035.970215
	Iteration 16Q: 3 clusters Score -2.356931e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -23570216.000000 Penalty: 6035.970215
	Iteration 17Q: 3 clusters Score -2.357022e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -23571006.000000 Penalty: 6035.970215
	Iteration 18Q: 3 clusters Score -2.357101e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -23571796.000000 Penalty: 6035.970215
	Iteration 19Q: 3 clusters Score -2.35718e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 160270 members 
Entering Unmasked Estep 
Score: -23572384.000000 Penalty: 6035.970215
	Iteration 20F: 3 clusters Score -2.357238e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 162946 members 
Entering Unmasked Estep 
Score: -23573218.000000 Penalty: 6035.970215
	Iteration 21Q: 3 clusters Score -2.357322e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 165614 members 
Entering Unmasked Estep 
Score: -23574120.000000 Penalty: 6035.970215
	Iteration 22Q: 3 clusters Score -2.357412e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 168203 members 
Entering Unmasked Estep 
Score: -23574786.000000 Penalty: 6035.970215
	Iteration 23Q: 3 clusters Score -2.357479e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -23575084.000000 Penalty: 6035.970215
	Iteration 24Q: 3 clusters Score -2.357508e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 173012 members 
Entering Unmasked Estep 
Score: -23575724.000000 Penalty: 6035.970215
	Iteration 25Q: 3 clusters Score -2.357572e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 175164 members 
Entering Unmasked Estep 
Score: -23576006.000000 Penalty: 6035.970215
	Iteration 26Q: 3 clusters Score -2.357601e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -23576412.000000 Penalty: 6035.970215
	Iteration 27Q: 3 clusters Score -2.357641e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 178999 members 
Entering Unmasked Estep 
Score: -23576756.000000 Penalty: 6035.970215
	Iteration 28Q: 3 clusters Score -2.357676e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 180615 members 
Entering Unmasked Estep 
Score: -23577050.000000 Penalty: 6035.970215
	Iteration 29Q: 3 clusters Score -2.357705e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 182084 members 
Entering Unmasked Estep 
Score: -23577110.000000 Penalty: 6035.970215
	Iteration 30Q: 3 clusters Score -2.357711e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -23577266.000000 Penalty: 6035.970215
	Iteration 31Q: 3 clusters Score -2.357727e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 184416 members 
Entering Unmasked Estep 
Score: -23577436.000000 Penalty: 6035.970215
	Iteration 32Q: 3 clusters Score -2.357744e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 185277 members 
Entering Unmasked Estep 
Score: -23577496.000000 Penalty: 6035.970215
	Iteration 33Q: 3 clusters Score -2.35775e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 186002 members 
Entering Unmasked Estep 
Score: -23577498.000000 Penalty: 6035.970215
	Iteration 34Q: 3 clusters Score -2.35775e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 186630 members 
Entering Unmasked Estep 
Score: -23577548.000000 Penalty: 6035.970215
	Iteration 35Q: 3 clusters Score -2.357755e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 187162 members 
Entering Unmasked Estep 
Score: -23577530.000000 Penalty: 6035.970215
	Iteration 36Q: 3 clusters Score -2.357753e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 187611 members 
Entering Unmasked Estep 
Score: -23577524.000000 Penalty: 6035.970215
	Iteration 37Q: 3 clusters Score -2.357752e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 187982 members 
Entering Unmasked Estep 
Score: -23577526.000000 Penalty: 6035.970215
	Iteration 38Q: 3 clusters Score -2.357753e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 188305 members 
Entering Unmasked Estep 
Score: -23577566.000000 Penalty: 6035.970215
	Iteration 39Q: 3 clusters Score -2.357757e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 188582 members 
Entering Unmasked Estep 
Score: -23577486.000000 Penalty: 6035.970215
	Iteration 40F: 3 clusters Score -2.357749e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 188831 members 
Entering Unmasked Estep 
Score: -23577448.000000 Penalty: 6035.970215
	Iteration 41Q: 3 clusters Score -2.357745e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 189055 members 
Entering Unmasked Estep 
Score: -23577456.000000 Penalty: 6035.970215
	Iteration 42Q: 3 clusters Score -2.357746e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 189220 members 
Entering Unmasked Estep 
Score: -23577412.000000 Penalty: 6035.970215
	Iteration 43Q: 3 clusters Score -2.357741e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 189377 members 
Entering Unmasked Estep 
Score: -23577442.000000 Penalty: 6035.970215
	Iteration 44Q: 3 clusters Score -2.357744e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 189496 members 
Entering Unmasked Estep 
Score: -23577432.000000 Penalty: 6035.970215
	Iteration 45Q: 3 clusters Score -2.357743e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 189588 members 
Entering Unmasked Estep 
Score: -23577516.000000 Penalty: 6035.970215
	Iteration 46Q: 3 clusters Score -2.357752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 189668 members 
Entering Unmasked Estep 
Score: -23577468.000000 Penalty: 6035.970215
	Iteration 47Q: 3 clusters Score -2.357747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 189744 members 
Entering Unmasked Estep 
Score: -23577488.000000 Penalty: 6035.970215
	Iteration 48Q: 3 clusters Score -2.357749e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -23577480.000000 Penalty: 6035.970215
	Iteration 49Q: 3 clusters Score -2.357748e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 189830 members 
Entering Unmasked Estep 
Score: -23577480.000000 Penalty: 6035.970215
	Iteration 50Q: 3 clusters Score -2.357748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -23577468.000000 Penalty: 6035.970215
	Iteration 51Q: 3 clusters Score -2.357747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 189891 members 
Entering Unmasked Estep 
Score: -23577416.000000 Penalty: 6035.970215
	Iteration 52Q: 3 clusters Score -2.357742e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 189928 members 
Entering Unmasked Estep 
Score: -23577408.000000 Penalty: 6035.970215
	Iteration 53Q: 3 clusters Score -2.357741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 189951 members 
Entering Unmasked Estep 
Score: -23577412.000000 Penalty: 6035.970215
	Iteration 54Q: 3 clusters Score -2.357741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -23577424.000000 Penalty: 6035.970215
	Iteration 55Q: 3 clusters Score -2.357742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 189979 members 
Entering Unmasked Estep 
Score: -23577400.000000 Penalty: 6035.970215
	Iteration 56Q: 3 clusters Score -2.35774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 189986 members 
Entering Unmasked Estep 
Score: -23577404.000000 Penalty: 6035.970215
	Iteration 57Q: 3 clusters Score -2.35774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 189991 members 
Entering Unmasked Estep 
Score: -23577412.000000 Penalty: 6035.970215
	Iteration 58Q: 3 clusters Score -2.357741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 189994 members 
Entering Unmasked Estep 
Score: -23577418.000000 Penalty: 6035.970215
	Iteration 59Q: 3 clusters Score -2.357742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 189999 members 
Entering Unmasked Estep 
Score: -23577410.000000 Penalty: 6035.970215
	Iteration 60F: 3 clusters Score -2.357741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 190003 members 
Entering Unmasked Estep 
Score: -23577410.000000 Penalty: 6035.970215
	Iteration 61Q: 3 clusters Score -2.357741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -23577404.000000 Penalty: 6035.970215
	Iteration 62Q: 3 clusters Score -2.35774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 190009 members 
Entering Unmasked Estep 
Score: -23577430.000000 Penalty: 6035.970215
	Iteration 63Q: 3 clusters Score -2.357743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 190011 members 
Entering Unmasked Estep 
Score: -23577408.000000 Penalty: 6035.970215
	Iteration 64Q: 3 clusters Score -2.357741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 190016 members 
Entering Unmasked Estep 
Score: -23577434.000000 Penalty: 6035.970215
	Iteration 65Q: 3 clusters Score -2.357743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 190022 members 
Entering Unmasked Estep 
Score: -23577416.000000 Penalty: 6035.970215
	Iteration 66Q: 3 clusters Score -2.357742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 190024 members 
Entering Unmasked Estep 
Score: -23577424.000000 Penalty: 6035.970215
	Iteration 67Q: 3 clusters Score -2.357742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -23577414.000000 Penalty: 6035.970215
	Iteration 68Q: 3 clusters Score -2.357741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 190034 members 
Entering Unmasked Estep 
Score: -23577414.000000 Penalty: 6035.970215
	Iteration 69Q: 3 clusters Score -2.357741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 190035 members 
Entering Unmasked Estep 
Score: -23577404.000000 Penalty: 6035.970215
	Iteration 70Q: 3 clusters Score -2.35774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 190036 members 
Entering Unmasked Estep 
Score: -23577416.000000 Penalty: 6035.970215
	Iteration 71Q: 3 clusters Score -2.357742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 190036 members 
Entering Unmasked Estep 
Score: -23577416.000000 Penalty: 6035.970215
	Iteration 72F: 3 clusters Score -2.357742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (101174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Entering Unmasked Estep 
Score: -12632328.000000 Penalty: 2858.100098
	Iteration 0F: 2 clusters Score -1.263233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -12564627.000000 Penalty: 5716.200195
	Iteration 0F: 3 clusters Score -1.256463e+07 nChanged 47805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -12591756.000000 Penalty: 5716.200195
	Iteration 1F: 3 clusters Score -1.259176e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -12592289.000000 Penalty: 5716.200195
	Iteration 2Q: 3 clusters Score -1.259229e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -12592890.000000 Penalty: 5716.200195
	Iteration 3Q: 3 clusters Score -1.259289e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -12593640.000000 Penalty: 5716.200195
	Iteration 4Q: 3 clusters Score -1.259364e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -12594336.000000 Penalty: 5716.200195
	Iteration 5Q: 3 clusters Score -1.259434e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -12595494.000000 Penalty: 5716.200195
	Iteration 6Q: 3 clusters Score -1.259549e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -12597130.000000 Penalty: 5716.200195
	Iteration 7Q: 3 clusters Score -1.259713e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -12600029.000000 Penalty: 5716.200195
	Iteration 8F: 3 clusters Score -1.260003e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -12604691.000000 Penalty: 5716.200195
	Iteration 9F: 3 clusters Score -1.260469e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -12611581.000000 Penalty: 5716.200195
	Iteration 10F: 3 clusters Score -1.261158e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -12619515.000000 Penalty: 5716.200195
	Iteration 11F: 3 clusters Score -1.261952e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -12625526.000000 Penalty: 5716.200195
	Iteration 12F: 3 clusters Score -1.262553e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12628311.000000 Penalty: 5716.200195
	Iteration 13Q: 3 clusters Score -1.262831e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100609 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12629262.000000 Penalty: 5716.200195
	Iteration 14Q: 3 clusters Score -1.262926e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12629560.000000 Penalty: 5716.200195
	Iteration 15Q: 3 clusters Score -1.262956e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12629666.000000 Penalty: 5716.200195
	Iteration 16Q: 3 clusters Score -1.262967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12629715.000000 Penalty: 5716.200195
	Iteration 17Q: 3 clusters Score -1.262972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12629756.000000 Penalty: 5716.200195
	Iteration 18Q: 3 clusters Score -1.262976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100980 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12629765.000000 Penalty: 5716.200195
	Iteration 19Q: 3 clusters Score -1.262976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100983 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12629781.000000 Penalty: 5716.200195
	Iteration 20F: 3 clusters Score -1.262978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12629788.000000 Penalty: 5716.200195
	Iteration 21Q: 3 clusters Score -1.262979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12629784.000000 Penalty: 5716.200195
	Iteration 22Q: 3 clusters Score -1.262978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12629784.000000 Penalty: 5716.200195
	Iteration 23F: 3 clusters Score -1.262978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (177282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Entering Unmasked Estep 
Score: -22000750.000000 Penalty: 2997.203125
	Iteration 0F: 2 clusters Score -2.200075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88799 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -21888852.000000 Penalty: 5994.406250
	Iteration 0F: 3 clusters Score -2.188885e+07 nChanged 85160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -21939296.000000 Penalty: 5994.406250
	Iteration 1F: 3 clusters Score -2.19393e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -21940636.000000 Penalty: 5994.406250
	Iteration 2Q: 3 clusters Score -2.194064e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -21942258.000000 Penalty: 5994.406250
	Iteration 3Q: 3 clusters Score -2.194226e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -21944434.000000 Penalty: 5994.406250
	Iteration 4Q: 3 clusters Score -2.194443e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
Score: -21947318.000000 Penalty: 5994.406250
	Iteration 5Q: 3 clusters Score -2.194732e+07 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -21951068.000000 Penalty: 5994.406250
	Iteration 6Q: 3 clusters Score -2.195107e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -21956048.000000 Penalty: 5994.406250
	Iteration 7F: 3 clusters Score -2.195605e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -21962406.000000 Penalty: 5994.406250
	Iteration 8F: 3 clusters Score -2.196241e+07 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112650 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -21969420.000000 Penalty: 5994.406250
	Iteration 9F: 3 clusters Score -2.196942e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -21975410.000000 Penalty: 5994.406250
	Iteration 10F: 3 clusters Score -2.197541e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -21979336.000000 Penalty: 5994.406250
	Iteration 11Q: 3 clusters Score -2.197934e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -21981788.000000 Penalty: 5994.406250
	Iteration 12Q: 3 clusters Score -2.198179e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -21983164.000000 Penalty: 5994.406250
	Iteration 13Q: 3 clusters Score -2.198316e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -21984334.000000 Penalty: 5994.406250
	Iteration 14Q: 3 clusters Score -2.198433e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -21985640.000000 Penalty: 5994.406250
	Iteration 15Q: 3 clusters Score -2.198564e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128601 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -21986882.000000 Penalty: 5994.406250
	Iteration 16Q: 3 clusters Score -2.198688e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130185 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -21988038.000000 Penalty: 5994.406250
	Iteration 17Q: 3 clusters Score -2.198804e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131536 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -21989008.000000 Penalty: 5994.406250
	Iteration 18Q: 3 clusters Score -2.198901e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132689 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -21989754.000000 Penalty: 5994.406250
	Iteration 19Q: 3 clusters Score -2.198975e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133798 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -21990630.000000 Penalty: 5994.406250
	Iteration 20F: 3 clusters Score -2.199063e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134744 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -21991160.000000 Penalty: 5994.406250
	Iteration 21Q: 3 clusters Score -2.199116e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -21991606.000000 Penalty: 5994.406250
	Iteration 22Q: 3 clusters Score -2.199161e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -21992310.000000 Penalty: 5994.406250
	Iteration 23Q: 3 clusters Score -2.199231e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136918 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -21992730.000000 Penalty: 5994.406250
	Iteration 24Q: 3 clusters Score -2.199273e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -21993192.000000 Penalty: 5994.406250
	Iteration 25Q: 3 clusters Score -2.199319e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137988 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -21993638.000000 Penalty: 5994.406250
	Iteration 26Q: 3 clusters Score -2.199364e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138439 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -21993960.000000 Penalty: 5994.406250
	Iteration 27Q: 3 clusters Score -2.199396e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138884 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -21994276.000000 Penalty: 5994.406250
	Iteration 28Q: 3 clusters Score -2.199428e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139308 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -21994544.000000 Penalty: 5994.406250
	Iteration 29Q: 3 clusters Score -2.199454e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139769 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -21994678.000000 Penalty: 5994.406250
	Iteration 30Q: 3 clusters Score -2.199468e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -21994862.000000 Penalty: 5994.406250
	Iteration 31Q: 3 clusters Score -2.199486e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140616 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -21995070.000000 Penalty: 5994.406250
	Iteration 32Q: 3 clusters Score -2.199507e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -21995160.000000 Penalty: 5994.406250
	Iteration 33Q: 3 clusters Score -2.199516e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141392 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -21995296.000000 Penalty: 5994.406250
	Iteration 34Q: 3 clusters Score -2.19953e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -21995444.000000 Penalty: 5994.406250
	Iteration 35Q: 3 clusters Score -2.199544e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -21995550.000000 Penalty: 5994.406250
	Iteration 36Q: 3 clusters Score -2.199555e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142736 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -21995546.000000 Penalty: 5994.406250
	Iteration 37Q: 3 clusters Score -2.199555e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143227 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -21995696.000000 Penalty: 5994.406250
	Iteration 38Q: 3 clusters Score -2.19957e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143748 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -21995822.000000 Penalty: 5994.406250
	Iteration 39Q: 3 clusters Score -2.199582e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144300 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -21995994.000000 Penalty: 5994.406250
	Iteration 40F: 3 clusters Score -2.199599e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144907 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -21996110.000000 Penalty: 5994.406250
	Iteration 41Q: 3 clusters Score -2.199611e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -21996206.000000 Penalty: 5994.406250
	Iteration 42Q: 3 clusters Score -2.199621e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146272 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -21996318.000000 Penalty: 5994.406250
	Iteration 43Q: 3 clusters Score -2.199632e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -21996544.000000 Penalty: 5994.406250
	Iteration 44Q: 3 clusters Score -2.199654e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147699 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -21996664.000000 Penalty: 5994.406250
	Iteration 45Q: 3 clusters Score -2.199666e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148508 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -21996792.000000 Penalty: 5994.406250
	Iteration 46Q: 3 clusters Score -2.199679e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -21997082.000000 Penalty: 5994.406250
	Iteration 47Q: 3 clusters Score -2.199708e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -21997252.000000 Penalty: 5994.406250
	Iteration 48Q: 3 clusters Score -2.199725e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151078 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -21997352.000000 Penalty: 5994.406250
	Iteration 49Q: 3 clusters Score -2.199735e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -21997484.000000 Penalty: 5994.406250
	Iteration 50Q: 3 clusters Score -2.199748e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152920 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -21997556.000000 Penalty: 5994.406250
	Iteration 51Q: 3 clusters Score -2.199756e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153894 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -21997722.000000 Penalty: 5994.406250
	Iteration 52Q: 3 clusters Score -2.199772e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154825 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -21997824.000000 Penalty: 5994.406250
	Iteration 53Q: 3 clusters Score -2.199782e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155722 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -21997892.000000 Penalty: 5994.406250
	Iteration 54Q: 3 clusters Score -2.199789e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -21998056.000000 Penalty: 5994.406250
	Iteration 55Q: 3 clusters Score -2.199806e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -21998058.000000 Penalty: 5994.406250
	Iteration 56Q: 3 clusters Score -2.199806e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158409 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -21998174.000000 Penalty: 5994.406250
	Iteration 57Q: 3 clusters Score -2.199817e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -21998228.000000 Penalty: 5994.406250
	Iteration 58Q: 3 clusters Score -2.199823e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -21998276.000000 Penalty: 5994.406250
	Iteration 59Q: 3 clusters Score -2.199828e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160964 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -21998400.000000 Penalty: 5994.406250
	Iteration 60F: 3 clusters Score -2.19984e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -21998452.000000 Penalty: 5994.406250
	Iteration 61Q: 3 clusters Score -2.199845e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162585 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -21998472.000000 Penalty: 5994.406250
	Iteration 62Q: 3 clusters Score -2.199847e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163296 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -21998552.000000 Penalty: 5994.406250
	Iteration 63Q: 3 clusters Score -2.199855e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -21998494.000000 Penalty: 5994.406250
	Iteration 64Q: 3 clusters Score -2.199849e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -21998464.000000 Penalty: 5994.406250
	Iteration 65Q: 3 clusters Score -2.199846e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -21998480.000000 Penalty: 5994.406250
	Iteration 66Q: 3 clusters Score -2.199848e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -21998452.000000 Penalty: 5994.406250
	Iteration 67Q: 3 clusters Score -2.199845e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -21998414.000000 Penalty: 5994.406250
	Iteration 68Q: 3 clusters Score -2.199841e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166798 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -21998410.000000 Penalty: 5994.406250
	Iteration 69Q: 3 clusters Score -2.199841e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -21998468.000000 Penalty: 5994.406250
	Iteration 70Q: 3 clusters Score -2.199847e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -21998434.000000 Penalty: 5994.406250
	Iteration 71Q: 3 clusters Score -2.199843e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168099 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -21998486.000000 Penalty: 5994.406250
	Iteration 72Q: 3 clusters Score -2.199849e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168492 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -21998546.000000 Penalty: 5994.406250
	Iteration 73Q: 3 clusters Score -2.199855e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -21998552.000000 Penalty: 5994.406250
	Iteration 74Q: 3 clusters Score -2.199855e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169226 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -21998514.000000 Penalty: 5994.406250
	Iteration 75Q: 3 clusters Score -2.199851e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -21998468.000000 Penalty: 5994.406250
	Iteration 76Q: 3 clusters Score -2.199847e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -21998548.000000 Penalty: 5994.406250
	Iteration 77Q: 3 clusters Score -2.199855e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170056 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -21998506.000000 Penalty: 5994.406250
	Iteration 78Q: 3 clusters Score -2.199851e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -21998556.000000 Penalty: 5994.406250
	Iteration 79Q: 3 clusters Score -2.199856e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170496 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -21998550.000000 Penalty: 5994.406250
	Iteration 80F: 3 clusters Score -2.199855e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170688 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -21998544.000000 Penalty: 5994.406250
	Iteration 81Q: 3 clusters Score -2.199854e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170883 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -21998540.000000 Penalty: 5994.406250
	Iteration 82Q: 3 clusters Score -2.199854e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -21998542.000000 Penalty: 5994.406250
	Iteration 83Q: 3 clusters Score -2.199854e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171270 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -21998544.000000 Penalty: 5994.406250
	Iteration 84Q: 3 clusters Score -2.199854e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171442 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21998572.000000 Penalty: 5994.406250
	Iteration 85Q: 3 clusters Score -2.199857e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171592 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -21998530.000000 Penalty: 5994.406250
	Iteration 86Q: 3 clusters Score -2.199853e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171727 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -21998574.000000 Penalty: 5994.406250
	Iteration 87Q: 3 clusters Score -2.199857e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -21998556.000000 Penalty: 5994.406250
	Iteration 88Q: 3 clusters Score -2.199856e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171972 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -21998586.000000 Penalty: 5994.406250
	Iteration 89Q: 3 clusters Score -2.199859e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -21998618.000000 Penalty: 5994.406250
	Iteration 90Q: 3 clusters Score -2.199862e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172173 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -21998642.000000 Penalty: 5994.406250
	Iteration 91Q: 3 clusters Score -2.199864e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172268 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -21998666.000000 Penalty: 5994.406250
	Iteration 92Q: 3 clusters Score -2.199867e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172332 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -21998698.000000 Penalty: 5994.406250
	Iteration 93Q: 3 clusters Score -2.19987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172398 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -21998668.000000 Penalty: 5994.406250
	Iteration 94Q: 3 clusters Score -2.199867e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -21998668.000000 Penalty: 5994.406250
	Iteration 95Q: 3 clusters Score -2.199867e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -21998700.000000 Penalty: 5994.406250
	Iteration 96Q: 3 clusters Score -2.19987e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -21998746.000000 Penalty: 5994.406250
	Iteration 97Q: 3 clusters Score -2.199875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -21998796.000000 Penalty: 5994.406250
	Iteration 98Q: 3 clusters Score -2.19988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -21998806.000000 Penalty: 5994.406250
	Iteration 99Q: 3 clusters Score -2.199881e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172669 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -21998782.000000 Penalty: 5994.406250
	Iteration 100F: 3 clusters Score -2.199878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172693 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -21998806.000000 Penalty: 5994.406250
	Iteration 101Q: 3 clusters Score -2.199881e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172712 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -21998792.000000 Penalty: 5994.406250
	Iteration 102Q: 3 clusters Score -2.199879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172732 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -21998810.000000 Penalty: 5994.406250
	Iteration 103Q: 3 clusters Score -2.199881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -21998806.000000 Penalty: 5994.406250
	Iteration 104Q: 3 clusters Score -2.199881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172762 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -21998820.000000 Penalty: 5994.406250
	Iteration 105Q: 3 clusters Score -2.199882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172772 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -21998828.000000 Penalty: 5994.406250
	Iteration 106Q: 3 clusters Score -2.199883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172783 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -21998838.000000 Penalty: 5994.406250
	Iteration 107Q: 3 clusters Score -2.199884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -21998844.000000 Penalty: 5994.406250
	Iteration 108Q: 3 clusters Score -2.199884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172817 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -21998868.000000 Penalty: 5994.406250
	Iteration 109Q: 3 clusters Score -2.199887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172845 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -21998864.000000 Penalty: 5994.406250
	Iteration 110Q: 3 clusters Score -2.199886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172872 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -21998854.000000 Penalty: 5994.406250
	Iteration 111Q: 3 clusters Score -2.199885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -21998868.000000 Penalty: 5994.406250
	Iteration 112Q: 3 clusters Score -2.199887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172927 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -21998874.000000 Penalty: 5994.406250
	Iteration 113Q: 3 clusters Score -2.199887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -21998862.000000 Penalty: 5994.406250
	Iteration 114Q: 3 clusters Score -2.199886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -21998880.000000 Penalty: 5994.406250
	Iteration 115Q: 3 clusters Score -2.199888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172968 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -21998856.000000 Penalty: 5994.406250
	Iteration 116Q: 3 clusters Score -2.199886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172982 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -21998846.000000 Penalty: 5994.406250
	Iteration 117Q: 3 clusters Score -2.199885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172993 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -21998836.000000 Penalty: 5994.406250
	Iteration 118Q: 3 clusters Score -2.199884e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173006 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -21998834.000000 Penalty: 5994.406250
	Iteration 119Q: 3 clusters Score -2.199883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173019 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -21998824.000000 Penalty: 5994.406250
	Iteration 120F: 3 clusters Score -2.199882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173030 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -21998836.000000 Penalty: 5994.406250
	Iteration 121Q: 3 clusters Score -2.199884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173045 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -21998810.000000 Penalty: 5994.406250
	Iteration 122Q: 3 clusters Score -2.199881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173058 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -21998826.000000 Penalty: 5994.406250
	Iteration 123Q: 3 clusters Score -2.199883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173070 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -21998806.000000 Penalty: 5994.406250
	Iteration 124Q: 3 clusters Score -2.199881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -21998792.000000 Penalty: 5994.406250
	Iteration 125Q: 3 clusters Score -2.199879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173084 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21998794.000000 Penalty: 5994.406250
	Iteration 126Q: 3 clusters Score -2.199879e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173094 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21998766.000000 Penalty: 5994.406250
	Iteration 127Q: 3 clusters Score -2.199877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173108 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -21998776.000000 Penalty: 5994.406250
	Iteration 128Q: 3 clusters Score -2.199878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173122 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -21998772.000000 Penalty: 5994.406250
	Iteration 129Q: 3 clusters Score -2.199877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173135 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -21998766.000000 Penalty: 5994.406250
	Iteration 130Q: 3 clusters Score -2.199877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173143 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -21998768.000000 Penalty: 5994.406250
	Iteration 131Q: 3 clusters Score -2.199877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173156 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -21998772.000000 Penalty: 5994.406250
	Iteration 132Q: 3 clusters Score -2.199877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -21998778.000000 Penalty: 5994.406250
	Iteration 133Q: 3 clusters Score -2.199878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173178 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -21998786.000000 Penalty: 5994.406250
	Iteration 134Q: 3 clusters Score -2.199879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173189 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -21998800.000000 Penalty: 5994.406250
	Iteration 135Q: 3 clusters Score -2.19988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173198 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -21998798.000000 Penalty: 5994.406250
	Iteration 136Q: 3 clusters Score -2.19988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173207 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -21998786.000000 Penalty: 5994.406250
	Iteration 137Q: 3 clusters Score -2.199879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173216 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -21998792.000000 Penalty: 5994.406250
	Iteration 138Q: 3 clusters Score -2.199879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -21998796.000000 Penalty: 5994.406250
	Iteration 139Q: 3 clusters Score -2.19988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173235 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -21998786.000000 Penalty: 5994.406250
	Iteration 140F: 3 clusters Score -2.199879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173242 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -21998778.000000 Penalty: 5994.406250
	Iteration 141Q: 3 clusters Score -2.199878e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -21998758.000000 Penalty: 5994.406250
	Iteration 142Q: 3 clusters Score -2.199876e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173254 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -21998784.000000 Penalty: 5994.406250
	Iteration 143Q: 3 clusters Score -2.199878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -21998772.000000 Penalty: 5994.406250
	Iteration 144Q: 3 clusters Score -2.199877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173261 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -21998754.000000 Penalty: 5994.406250
	Iteration 145Q: 3 clusters Score -2.199875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -21998764.000000 Penalty: 5994.406250
	Iteration 146Q: 3 clusters Score -2.199876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173269 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -21998760.000000 Penalty: 5994.406250
	Iteration 147Q: 3 clusters Score -2.199876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -21998772.000000 Penalty: 5994.406250
	Iteration 148Q: 3 clusters Score -2.199877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173276 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -21998770.000000 Penalty: 5994.406250
	Iteration 149Q: 3 clusters Score -2.199877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -21998764.000000 Penalty: 5994.406250
	Iteration 150Q: 3 clusters Score -2.199876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -21998768.000000 Penalty: 5994.406250
	Iteration 151Q: 3 clusters Score -2.199877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173291 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -21998752.000000 Penalty: 5994.406250
	Iteration 152Q: 3 clusters Score -2.199875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173299 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -21998750.000000 Penalty: 5994.406250
	Iteration 153Q: 3 clusters Score -2.199875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -21998754.000000 Penalty: 5994.406250
	Iteration 154Q: 3 clusters Score -2.199875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -21998762.000000 Penalty: 5994.406250
	Iteration 155Q: 3 clusters Score -2.199876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173317 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -21998758.000000 Penalty: 5994.406250
	Iteration 156Q: 3 clusters Score -2.199876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173328 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -21998766.000000 Penalty: 5994.406250
	Iteration 157Q: 3 clusters Score -2.199877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173335 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -21998754.000000 Penalty: 5994.406250
	Iteration 158Q: 3 clusters Score -2.199875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -21998768.000000 Penalty: 5994.406250
	Iteration 159Q: 3 clusters Score -2.199877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173339 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -21998768.000000 Penalty: 5994.406250
	Iteration 160F: 3 clusters Score -2.199877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (186032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186032 members 
Entering Unmasked Estep 
Score: -22768114.000000 Penalty: 3009.151123
	Iteration 0F: 2 clusters Score -2.276811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -22648118.000000 Penalty: 6018.302246
	Iteration 0F: 3 clusters Score -2.264812e+07 nChanged 89302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 94844 members 
Entering Unmasked Estep 
Score: -22700278.000000 Penalty: 6018.302246
	Iteration 1F: 3 clusters Score -2.270028e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -22701692.000000 Penalty: 6018.302246
	Iteration 2Q: 3 clusters Score -2.270169e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -22703918.000000 Penalty: 6018.302246
	Iteration 3Q: 3 clusters Score -2.270392e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -22708002.000000 Penalty: 6018.302246
	Iteration 4Q: 3 clusters Score -2.2708e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 108281 members 
Entering Unmasked Estep 
Score: -22714586.000000 Penalty: 6018.302246
	Iteration 5F: 3 clusters Score -2.271459e+07 nChanged 13860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 116547 members 
Entering Unmasked Estep 
Score: -22724650.000000 Penalty: 6018.302246
	Iteration 6F: 3 clusters Score -2.272465e+07 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 125601 members 
Entering Unmasked Estep 
Score: -22738522.000000 Penalty: 6018.302246
	Iteration 7F: 3 clusters Score -2.273852e+07 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 132850 members 
Entering Unmasked Estep 
Score: -22751892.000000 Penalty: 6018.302246
	Iteration 8F: 3 clusters Score -2.275189e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 136879 members 
Entering Unmasked Estep 
Score: -22758848.000000 Penalty: 6018.302246
	Iteration 9Q: 3 clusters Score -2.275885e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 139533 members 
Entering Unmasked Estep 
Score: -22761254.000000 Penalty: 6018.302246
	Iteration 10Q: 3 clusters Score -2.276125e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -22762592.000000 Penalty: 6018.302246
	Iteration 11Q: 3 clusters Score -2.276259e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
Score: -22763462.000000 Penalty: 6018.302246
	Iteration 12Q: 3 clusters Score -2.276346e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 145362 members 
Entering Unmasked Estep 
Score: -22764312.000000 Penalty: 6018.302246
	Iteration 13Q: 3 clusters Score -2.276431e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -22765138.000000 Penalty: 6018.302246
	Iteration 14Q: 3 clusters Score -2.276514e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 148877 members 
Entering Unmasked Estep 
Score: -22765654.000000 Penalty: 6018.302246
	Iteration 15Q: 3 clusters Score -2.276565e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 150594 members 
Entering Unmasked Estep 
Score: -22766134.000000 Penalty: 6018.302246
	Iteration 16Q: 3 clusters Score -2.276613e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -22766466.000000 Penalty: 6018.302246
	Iteration 17Q: 3 clusters Score -2.276647e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 153963 members 
Entering Unmasked Estep 
Score: -22766886.000000 Penalty: 6018.302246
	Iteration 18Q: 3 clusters Score -2.276689e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -22767156.000000 Penalty: 6018.302246
	Iteration 19Q: 3 clusters Score -2.276716e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -22767250.000000 Penalty: 6018.302246
	Iteration 20F: 3 clusters Score -2.276725e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 158886 members 
Entering Unmasked Estep 
Score: -22767382.000000 Penalty: 6018.302246
	Iteration 21Q: 3 clusters Score -2.276738e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -22767560.000000 Penalty: 6018.302246
	Iteration 22Q: 3 clusters Score -2.276756e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -22767870.000000 Penalty: 6018.302246
	Iteration 23Q: 3 clusters Score -2.276787e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 163516 members 
Entering Unmasked Estep 
Score: -22768048.000000 Penalty: 6018.302246
	Iteration 24Q: 3 clusters Score -2.276805e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 164906 members 
Entering Unmasked Estep 
Score: -22768128.000000 Penalty: 6018.302246
	Iteration 25Q: 3 clusters Score -2.276813e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -22768148.000000 Penalty: 6018.302246
	Iteration 26Q: 3 clusters Score -2.276815e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 167474 members 
Entering Unmasked Estep 
Score: -22768022.000000 Penalty: 6018.302246
	Iteration 27Q: 3 clusters Score -2.276802e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -22768064.000000 Penalty: 6018.302246
	Iteration 28Q: 3 clusters Score -2.276806e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 169809 members 
Entering Unmasked Estep 
Score: -22768138.000000 Penalty: 6018.302246
	Iteration 29Q: 3 clusters Score -2.276814e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 170892 members 
Entering Unmasked Estep 
Score: -22768052.000000 Penalty: 6018.302246
	Iteration 30Q: 3 clusters Score -2.276805e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 171863 members 
Entering Unmasked Estep 
Score: -22768050.000000 Penalty: 6018.302246
	Iteration 31Q: 3 clusters Score -2.276805e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 172739 members 
Entering Unmasked Estep 
Score: -22768032.000000 Penalty: 6018.302246
	Iteration 32Q: 3 clusters Score -2.276803e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -22768048.000000 Penalty: 6018.302246
	Iteration 33Q: 3 clusters Score -2.276805e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 174327 members 
Entering Unmasked Estep 
Score: -22767938.000000 Penalty: 6018.302246
	Iteration 34Q: 3 clusters Score -2.276794e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 175009 members 
Entering Unmasked Estep 
Score: -22767804.000000 Penalty: 6018.302246
	Iteration 35Q: 3 clusters Score -2.27678e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -22767816.000000 Penalty: 6018.302246
	Iteration 36Q: 3 clusters Score -2.276782e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 176165 members 
Entering Unmasked Estep 
Score: -22767896.000000 Penalty: 6018.302246
	Iteration 37Q: 3 clusters Score -2.27679e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 176666 members 
Entering Unmasked Estep 
Score: -22767868.000000 Penalty: 6018.302246
	Iteration 38Q: 3 clusters Score -2.276787e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -22767792.000000 Penalty: 6018.302246
	Iteration 39Q: 3 clusters Score -2.276779e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 177596 members 
Entering Unmasked Estep 
Score: -22767770.000000 Penalty: 6018.302246
	Iteration 40F: 3 clusters Score -2.276777e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -22767704.000000 Penalty: 6018.302246
	Iteration 41Q: 3 clusters Score -2.27677e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 178356 members 
Entering Unmasked Estep 
Score: -22767664.000000 Penalty: 6018.302246
	Iteration 42Q: 3 clusters Score -2.276766e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 178701 members 
Entering Unmasked Estep 
Score: -22767610.000000 Penalty: 6018.302246
	Iteration 43Q: 3 clusters Score -2.276761e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -22767534.000000 Penalty: 6018.302246
	Iteration 44Q: 3 clusters Score -2.276753e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 179319 members 
Entering Unmasked Estep 
Score: -22767478.000000 Penalty: 6018.302246
	Iteration 45Q: 3 clusters Score -2.276748e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 179614 members 
Entering Unmasked Estep 
Score: -22767436.000000 Penalty: 6018.302246
	Iteration 46Q: 3 clusters Score -2.276744e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -22767352.000000 Penalty: 6018.302246
	Iteration 47Q: 3 clusters Score -2.276735e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -22767348.000000 Penalty: 6018.302246
	Iteration 48Q: 3 clusters Score -2.276735e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 180325 members 
Entering Unmasked Estep 
Score: -22767318.000000 Penalty: 6018.302246
	Iteration 49Q: 3 clusters Score -2.276732e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 180510 members 
Entering Unmasked Estep 
Score: -22767362.000000 Penalty: 6018.302246
	Iteration 50Q: 3 clusters Score -2.276736e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 180697 members 
Entering Unmasked Estep 
Score: -22767294.000000 Penalty: 6018.302246
	Iteration 51Q: 3 clusters Score -2.276729e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -22767246.000000 Penalty: 6018.302246
	Iteration 52Q: 3 clusters Score -2.276725e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 181082 members 
Entering Unmasked Estep 
Score: -22767180.000000 Penalty: 6018.302246
	Iteration 53Q: 3 clusters Score -2.276718e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -22767160.000000 Penalty: 6018.302246
	Iteration 54Q: 3 clusters Score -2.276716e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 181434 members 
Entering Unmasked Estep 
Score: -22767082.000000 Penalty: 6018.302246
	Iteration 55Q: 3 clusters Score -2.276708e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -22767042.000000 Penalty: 6018.302246
	Iteration 56Q: 3 clusters Score -2.276704e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 181770 members 
Entering Unmasked Estep 
Score: -22767004.000000 Penalty: 6018.302246
	Iteration 57Q: 3 clusters Score -2.2767e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 181930 members 
Entering Unmasked Estep 
Score: -22766976.000000 Penalty: 6018.302246
	Iteration 58Q: 3 clusters Score -2.276698e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 182086 members 
Entering Unmasked Estep 
Score: -22766984.000000 Penalty: 6018.302246
	Iteration 59Q: 3 clusters Score -2.276698e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 182241 members 
Entering Unmasked Estep 
Score: -22766970.000000 Penalty: 6018.302246
	Iteration 60F: 3 clusters Score -2.276697e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 182389 members 
Entering Unmasked Estep 
Score: -22766956.000000 Penalty: 6018.302246
	Iteration 61Q: 3 clusters Score -2.276696e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 182515 members 
Entering Unmasked Estep 
Score: -22766974.000000 Penalty: 6018.302246
	Iteration 62Q: 3 clusters Score -2.276697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 182624 members 
Entering Unmasked Estep 
Score: -22767006.000000 Penalty: 6018.302246
	Iteration 63Q: 3 clusters Score -2.276701e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -22766938.000000 Penalty: 6018.302246
	Iteration 64Q: 3 clusters Score -2.276694e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 182796 members 
Entering Unmasked Estep 
Score: -22766936.000000 Penalty: 6018.302246
	Iteration 65Q: 3 clusters Score -2.276694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 182866 members 
Entering Unmasked Estep 
Score: -22766950.000000 Penalty: 6018.302246
	Iteration 66Q: 3 clusters Score -2.276695e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 182929 members 
Entering Unmasked Estep 
Score: -22766956.000000 Penalty: 6018.302246
	Iteration 67Q: 3 clusters Score -2.276696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 182988 members 
Entering Unmasked Estep 
Score: -22766916.000000 Penalty: 6018.302246
	Iteration 68Q: 3 clusters Score -2.276692e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 183050 members 
Entering Unmasked Estep 
Score: -22766896.000000 Penalty: 6018.302246
	Iteration 69Q: 3 clusters Score -2.27669e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 183104 members 
Entering Unmasked Estep 
Score: -22766868.000000 Penalty: 6018.302246
	Iteration 70Q: 3 clusters Score -2.276687e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 183149 members 
Entering Unmasked Estep 
Score: -22766862.000000 Penalty: 6018.302246
	Iteration 71Q: 3 clusters Score -2.276686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 183190 members 
Entering Unmasked Estep 
Score: -22766850.000000 Penalty: 6018.302246
	Iteration 72Q: 3 clusters Score -2.276685e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 183242 members 
Entering Unmasked Estep 
Score: -22766842.000000 Penalty: 6018.302246
	Iteration 73Q: 3 clusters Score -2.276684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 183281 members 
Entering Unmasked Estep 
Score: -22766848.000000 Penalty: 6018.302246
	Iteration 74Q: 3 clusters Score -2.276685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 183322 members 
Entering Unmasked Estep 
Score: -22766804.000000 Penalty: 6018.302246
	Iteration 75Q: 3 clusters Score -2.27668e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 183359 members 
Entering Unmasked Estep 
Score: -22766810.000000 Penalty: 6018.302246
	Iteration 76Q: 3 clusters Score -2.276681e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 183392 members 
Entering Unmasked Estep 
Score: -22766816.000000 Penalty: 6018.302246
	Iteration 77Q: 3 clusters Score -2.276682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 183420 members 
Entering Unmasked Estep 
Score: -22766836.000000 Penalty: 6018.302246
	Iteration 78Q: 3 clusters Score -2.276684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 183444 members 
Entering Unmasked Estep 
Score: -22766794.000000 Penalty: 6018.302246
	Iteration 79Q: 3 clusters Score -2.276679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 183466 members 
Entering Unmasked Estep 
Score: -22766804.000000 Penalty: 6018.302246
	Iteration 80F: 3 clusters Score -2.27668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 183479 members 
Entering Unmasked Estep 
Score: -22766790.000000 Penalty: 6018.302246
	Iteration 81Q: 3 clusters Score -2.276679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -22766786.000000 Penalty: 6018.302246
	Iteration 82Q: 3 clusters Score -2.276679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 183501 members 
Entering Unmasked Estep 
Score: -22766800.000000 Penalty: 6018.302246
	Iteration 83Q: 3 clusters Score -2.27668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 183509 members 
Entering Unmasked Estep 
Score: -22766790.000000 Penalty: 6018.302246
	Iteration 84Q: 3 clusters Score -2.276679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 183519 members 
Entering Unmasked Estep 
Score: -22766810.000000 Penalty: 6018.302246
	Iteration 85Q: 3 clusters Score -2.276681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 183528 members 
Entering Unmasked Estep 
Score: -22766778.000000 Penalty: 6018.302246
	Iteration 86Q: 3 clusters Score -2.276678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 183537 members 
Entering Unmasked Estep 
Score: -22766774.000000 Penalty: 6018.302246
	Iteration 87Q: 3 clusters Score -2.276677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 183544 members 
Entering Unmasked Estep 
Score: -22766778.000000 Penalty: 6018.302246
	Iteration 88Q: 3 clusters Score -2.276678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 183552 members 
Entering Unmasked Estep 
Score: -22766766.000000 Penalty: 6018.302246
	Iteration 89Q: 3 clusters Score -2.276677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -22766766.000000 Penalty: 6018.302246
	Iteration 90Q: 3 clusters Score -2.276677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 183565 members 
Entering Unmasked Estep 
Score: -22766756.000000 Penalty: 6018.302246
	Iteration 91Q: 3 clusters Score -2.276676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 183566 members 
Entering Unmasked Estep 
Score: -22766752.000000 Penalty: 6018.302246
	Iteration 92Q: 3 clusters Score -2.276675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 183569 members 
Entering Unmasked Estep 
Score: -22766758.000000 Penalty: 6018.302246
	Iteration 93Q: 3 clusters Score -2.276676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 183573 members 
Entering Unmasked Estep 
Score: -22766750.000000 Penalty: 6018.302246
	Iteration 94Q: 3 clusters Score -2.276675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 183574 members 
Entering Unmasked Estep 
Score: -22766744.000000 Penalty: 6018.302246
	Iteration 95Q: 3 clusters Score -2.276674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 183576 members 
Entering Unmasked Estep 
Score: -22766736.000000 Penalty: 6018.302246
	Iteration 96Q: 3 clusters Score -2.276674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 183578 members 
Entering Unmasked Estep 
Score: -22766742.000000 Penalty: 6018.302246
	Iteration 97Q: 3 clusters Score -2.276674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 183581 members 
Entering Unmasked Estep 
Score: -22766746.000000 Penalty: 6018.302246
	Iteration 98Q: 3 clusters Score -2.276675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 183582 members 
Entering Unmasked Estep 
Score: -22766750.000000 Penalty: 6018.302246
	Iteration 99Q: 3 clusters Score -2.276675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 183585 members 
Entering Unmasked Estep 
Score: -22766734.000000 Penalty: 6018.302246
	Iteration 100F: 3 clusters Score -2.276673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 183588 members 
Entering Unmasked Estep 
Score: -22766734.000000 Penalty: 6018.302246
	Iteration 101Q: 3 clusters Score -2.276673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -22766738.000000 Penalty: 6018.302246
	Iteration 102Q: 3 clusters Score -2.276674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 183603 members 
Entering Unmasked Estep 
Score: -22766724.000000 Penalty: 6018.302246
	Iteration 103Q: 3 clusters Score -2.276672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 183618 members 
Entering Unmasked Estep 
Score: -22766730.000000 Penalty: 6018.302246
	Iteration 104Q: 3 clusters Score -2.276673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 183633 members 
Entering Unmasked Estep 
Score: -22766716.000000 Penalty: 6018.302246
	Iteration 105Q: 3 clusters Score -2.276672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 183642 members 
Entering Unmasked Estep 
Score: -22766708.000000 Penalty: 6018.302246
	Iteration 106Q: 3 clusters Score -2.276671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 183649 members 
Entering Unmasked Estep 
Score: -22766700.000000 Penalty: 6018.302246
	Iteration 107Q: 3 clusters Score -2.27667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -22766696.000000 Penalty: 6018.302246
	Iteration 108Q: 3 clusters Score -2.27667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 183666 members 
Entering Unmasked Estep 
Score: -22766698.000000 Penalty: 6018.302246
	Iteration 109Q: 3 clusters Score -2.27667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 183671 members 
Entering Unmasked Estep 
Score: -22766692.000000 Penalty: 6018.302246
	Iteration 110Q: 3 clusters Score -2.276669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 183676 members 
Entering Unmasked Estep 
Score: -22766702.000000 Penalty: 6018.302246
	Iteration 111Q: 3 clusters Score -2.27667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 183681 members 
Entering Unmasked Estep 
Score: -22766700.000000 Penalty: 6018.302246
	Iteration 112Q: 3 clusters Score -2.27667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 183687 members 
Entering Unmasked Estep 
Score: -22766700.000000 Penalty: 6018.302246
	Iteration 113Q: 3 clusters Score -2.27667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 183696 members 
Entering Unmasked Estep 
Score: -22766712.000000 Penalty: 6018.302246
	Iteration 114Q: 3 clusters Score -2.276671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 183705 members 
Entering Unmasked Estep 
Score: -22766732.000000 Penalty: 6018.302246
	Iteration 115Q: 3 clusters Score -2.276673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 183718 members 
Entering Unmasked Estep 
Score: -22766694.000000 Penalty: 6018.302246
	Iteration 116Q: 3 clusters Score -2.276669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 183730 members 
Entering Unmasked Estep 
Score: -22766704.000000 Penalty: 6018.302246
	Iteration 117Q: 3 clusters Score -2.27667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 183738 members 
Entering Unmasked Estep 
Score: -22766708.000000 Penalty: 6018.302246
	Iteration 118Q: 3 clusters Score -2.276671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 183744 members 
Entering Unmasked Estep 
Score: -22766692.000000 Penalty: 6018.302246
	Iteration 119Q: 3 clusters Score -2.276669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 183747 members 
Entering Unmasked Estep 
Score: -22766698.000000 Penalty: 6018.302246
	Iteration 120F: 3 clusters Score -2.27667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 183751 members 
Entering Unmasked Estep 
Score: -22766686.000000 Penalty: 6018.302246
	Iteration 121Q: 3 clusters Score -2.276669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 183753 members 
Entering Unmasked Estep 
Score: -22766698.000000 Penalty: 6018.302246
	Iteration 122Q: 3 clusters Score -2.27667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 183753 members 
Entering Unmasked Estep 
Score: -22766698.000000 Penalty: 6018.302246
	Iteration 123F: 3 clusters Score -2.27667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -86344.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -86344.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84606.906250 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -84606.91 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84832.359375 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -84832.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84902.578125 Penalty: 3297.253418
	Iteration 2Q: 3 clusters Score -84902.58 nChanged 24
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: -84950.156250 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -84950.16 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: -84983.765625 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -84983.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84998.812500 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -84998.81 nChanged 7
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: -85005.984375 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -85005.98 nChanged 1
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: -85008.093750 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -85008.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85014.789062 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -85014.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85016.851562 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -85016.85 nChanged 1
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: -85017.828125 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -85017.83 nChanged 0
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: -85017.828125 Penalty: 3297.253418
	Iteration 11F: 3 clusters Score -85017.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Entering Unmasked Estep 
Score: -8747180.000000 Penalty: 2779.315430
	Iteration 0F: 2 clusters Score -8747180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -8697820.000000 Penalty: 5558.630859
	Iteration 0F: 3 clusters Score -8697820 nChanged 34579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -8717523.000000 Penalty: 5558.630859
	Iteration 1F: 3 clusters Score -8717523 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -8718167.000000 Penalty: 5558.630859
	Iteration 2Q: 3 clusters Score -8718167 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -8718800.000000 Penalty: 5558.630859
	Iteration 3Q: 3 clusters Score -8718800 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -8719508.000000 Penalty: 5558.630859
	Iteration 4Q: 3 clusters Score -8719508 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -8720336.000000 Penalty: 5558.630859
	Iteration 5Q: 3 clusters Score -8720336 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -8721451.000000 Penalty: 5558.630859
	Iteration 6Q: 3 clusters Score -8721451 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -8722869.000000 Penalty: 5558.630859
	Iteration 7Q: 3 clusters Score -8722869 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -8724792.000000 Penalty: 5558.630859
	Iteration 8Q: 3 clusters Score -8724792 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8727263.000000 Penalty: 5558.630859
	Iteration 9Q: 3 clusters Score -8727263 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -8729919.000000 Penalty: 5558.630859
	Iteration 10F: 3 clusters Score -8729919 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -8732700.000000 Penalty: 5558.630859
	Iteration 11F: 3 clusters Score -8732700 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8735445.000000 Penalty: 5558.630859
	Iteration 12F: 3 clusters Score -8735445 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -8738054.000000 Penalty: 5558.630859
	Iteration 13F: 3 clusters Score -8738054 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -8740333.000000 Penalty: 5558.630859
	Iteration 14Q: 3 clusters Score -8740333 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -8741957.000000 Penalty: 5558.630859
	Iteration 15Q: 3 clusters Score -8741957 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8743034.000000 Penalty: 5558.630859
	Iteration 16Q: 3 clusters Score -8743034 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8743691.000000 Penalty: 5558.630859
	Iteration 17Q: 3 clusters Score -8743691 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8744063.000000 Penalty: 5558.630859
	Iteration 18Q: 3 clusters Score -8744063 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8744326.000000 Penalty: 5558.630859
	Iteration 19Q: 3 clusters Score -8744326 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8744476.000000 Penalty: 5558.630859
	Iteration 20F: 3 clusters Score -8744476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8744592.000000 Penalty: 5558.630859
	Iteration 21Q: 3 clusters Score -8744592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8744661.000000 Penalty: 5558.630859
	Iteration 22Q: 3 clusters Score -8744661 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8744715.000000 Penalty: 5558.630859
	Iteration 23Q: 3 clusters Score -8744715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8744743.000000 Penalty: 5558.630859
	Iteration 24Q: 3 clusters Score -8744743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72808 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8744781.000000 Penalty: 5558.630859
	Iteration 25Q: 3 clusters Score -8744781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8744798.000000 Penalty: 5558.630859
	Iteration 26Q: 3 clusters Score -8744798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8744806.000000 Penalty: 5558.630859
	Iteration 27Q: 3 clusters Score -8744806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8744845.000000 Penalty: 5558.630859
	Iteration 28Q: 3 clusters Score -8744845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8744852.000000 Penalty: 5558.630859
	Iteration 29Q: 3 clusters Score -8744852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8744867.000000 Penalty: 5558.630859
	Iteration 30Q: 3 clusters Score -8744867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8744870.000000 Penalty: 5558.630859
	Iteration 31Q: 3 clusters Score -8744870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8744874.000000 Penalty: 5558.630859
	Iteration 32Q: 3 clusters Score -8744874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8744882.000000 Penalty: 5558.630859
	Iteration 33Q: 3 clusters Score -8744882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8744885.000000 Penalty: 5558.630859
	Iteration 34Q: 3 clusters Score -8744885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8744894.000000 Penalty: 5558.630859
	Iteration 35Q: 3 clusters Score -8744894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8744896.000000 Penalty: 5558.630859
	Iteration 36Q: 3 clusters Score -8744896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8744893.000000 Penalty: 5558.630859
	Iteration 37Q: 3 clusters Score -8744893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8744890.000000 Penalty: 5558.630859
	Iteration 38Q: 3 clusters Score -8744890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8744899.000000 Penalty: 5558.630859
	Iteration 39Q: 3 clusters Score -8744899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8744899.000000 Penalty: 5558.630859
	Iteration 40F: 3 clusters Score -8744899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8744901.000000 Penalty: 5558.630859
	Iteration 41Q: 3 clusters Score -8744901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8744901.000000 Penalty: 5558.630859
	Iteration 42F: 3 clusters Score -8744901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Entering Unmasked Estep 
Score: -1784455.625000 Penalty: 2380.333008
	Iteration 0F: 2 clusters Score -1784456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1773743.250000 Penalty: 4760.666016
	Iteration 0F: 3 clusters Score -1773743 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1777232.500000 Penalty: 4760.666016
	Iteration 1F: 3 clusters Score -1777232 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1777653.625000 Penalty: 4760.666016
	Iteration 2F: 3 clusters Score -1777654 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1778000.875000 Penalty: 4760.666016
	Iteration 3F: 3 clusters Score -1778001 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1778323.625000 Penalty: 4760.666016
	Iteration 4Q: 3 clusters Score -1778324 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1778629.750000 Penalty: 4760.666016
	Iteration 5Q: 3 clusters Score -1778630 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1778947.625000 Penalty: 4760.666016
	Iteration 6Q: 3 clusters Score -1778948 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1779266.000000 Penalty: 4760.666016
	Iteration 7Q: 3 clusters Score -1779266 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1779643.125000 Penalty: 4760.666016
	Iteration 8Q: 3 clusters Score -1779643 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1780034.875000 Penalty: 4760.666016
	Iteration 9Q: 3 clusters Score -1780035 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1780421.000000 Penalty: 4760.666016
	Iteration 10Q: 3 clusters Score -1780421 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1780840.750000 Penalty: 4760.666016
	Iteration 11Q: 3 clusters Score -1780841 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1781274.875000 Penalty: 4760.666016
	Iteration 12Q: 3 clusters Score -1781275 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1781654.500000 Penalty: 4760.666016
	Iteration 13Q: 3 clusters Score -1781654 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1781971.875000 Penalty: 4760.666016
	Iteration 14Q: 3 clusters Score -1781972 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1782245.250000 Penalty: 4760.666016
	Iteration 15Q: 3 clusters Score -1782245 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1782462.875000 Penalty: 4760.666016
	Iteration 16Q: 3 clusters Score -1782463 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1782592.125000 Penalty: 4760.666016
	Iteration 17Q: 3 clusters Score -1782592 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1782715.125000 Penalty: 4760.666016
	Iteration 18Q: 3 clusters Score -1782715 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1782786.625000 Penalty: 4760.666016
	Iteration 19Q: 3 clusters Score -1782787 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1782841.625000 Penalty: 4760.666016
	Iteration 20F: 3 clusters Score -1782842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1782875.125000 Penalty: 4760.666016
	Iteration 21Q: 3 clusters Score -1782875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1782893.000000 Penalty: 4760.666016
	Iteration 22Q: 3 clusters Score -1782893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1782911.375000 Penalty: 4760.666016
	Iteration 23Q: 3 clusters Score -1782911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1782928.000000 Penalty: 4760.666016
	Iteration 24Q: 3 clusters Score -1782928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1782957.875000 Penalty: 4760.666016
	Iteration 25Q: 3 clusters Score -1782958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1782982.750000 Penalty: 4760.666016
	Iteration 26Q: 3 clusters Score -1782983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1782999.375000 Penalty: 4760.666016
	Iteration 27Q: 3 clusters Score -1782999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1783021.375000 Penalty: 4760.666016
	Iteration 28Q: 3 clusters Score -1783021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1783050.750000 Penalty: 4760.666016
	Iteration 29Q: 3 clusters Score -1783051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1783106.875000 Penalty: 4760.666016
	Iteration 30Q: 3 clusters Score -1783107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1783172.125000 Penalty: 4760.666016
	Iteration 31Q: 3 clusters Score -1783172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1783193.000000 Penalty: 4760.666016
	Iteration 32Q: 3 clusters Score -1783193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1783201.625000 Penalty: 4760.666016
	Iteration 33Q: 3 clusters Score -1783202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1783214.250000 Penalty: 4760.666016
	Iteration 34Q: 3 clusters Score -1783214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1783215.500000 Penalty: 4760.666016
	Iteration 35Q: 3 clusters Score -1783216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1783222.875000 Penalty: 4760.666016
	Iteration 36Q: 3 clusters Score -1783223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1783224.875000 Penalty: 4760.666016
	Iteration 37Q: 3 clusters Score -1783225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1783225.500000 Penalty: 4760.666016
	Iteration 38Q: 3 clusters Score -1783226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1783227.125000 Penalty: 4760.666016
	Iteration 39Q: 3 clusters Score -1783227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1783226.250000 Penalty: 4760.666016
	Iteration 40F: 3 clusters Score -1783226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1783227.625000 Penalty: 4760.666016
	Iteration 41Q: 3 clusters Score -1783228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1783228.375000 Penalty: 4760.666016
	Iteration 42Q: 3 clusters Score -1783228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1783228.125000 Penalty: 4760.666016
	Iteration 43Q: 3 clusters Score -1783228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1783228.125000 Penalty: 4760.666016
	Iteration 44F: 3 clusters Score -1783228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -142441.640625 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -142441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140361.312500 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -140361.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140850.937500 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -140850.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141148.343750 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -141148.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -141395.171875 Penalty: 3572.519775
	Iteration 3F: 3 clusters Score -141395.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141580.093750 Penalty: 3572.519775
	Iteration 4F: 3 clusters Score -141580.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -141766.656250 Penalty: 3572.519775
	Iteration 5Q: 3 clusters Score -141766.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141954.859375 Penalty: 3572.519775
	Iteration 6F: 3 clusters Score -141954.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142063.140625 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -142063.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142118.250000 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -142118.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142138.328125 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -142138.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142150.015625 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -142150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -142161.734375 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -142161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142167.593750 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -142167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142171.125000 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -142171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142172.562500 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -142172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142173.312500 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -142173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142174.734375 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -142174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -142176.015625 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -142176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142178.031250 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -142178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -142178.031250 Penalty: 3572.519775
	Iteration 19F: 3 clusters Score -142178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Entering Unmasked Estep 
Score: -315159.875000 Penalty: 1946.632324
	Iteration 0F: 2 clusters Score -315159.9 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 1301 members 
Entering Unmasked Estep 
Score: -312194.562500 Penalty: 3893.264648
	Iteration 0F: 3 clusters Score -312194.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -312732.656250 Penalty: 3893.264648
	Iteration 1F: 3 clusters Score -312732.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -312853.562500 Penalty: 3893.264648
	Iteration 2F: 3 clusters Score -312853.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -312924.843750 Penalty: 3893.264648
	Iteration 3Q: 3 clusters Score -312924.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -312983.625000 Penalty: 3893.264648
	Iteration 4Q: 3 clusters Score -312983.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -313024.062500 Penalty: 3893.264648
	Iteration 5Q: 3 clusters Score -313024.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -313047.406250 Penalty: 3893.264648
	Iteration 6Q: 3 clusters Score -313047.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313062.812500 Penalty: 3893.264648
	Iteration 7Q: 3 clusters Score -313062.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -313072.031250 Penalty: 3893.264648
	Iteration 8Q: 3 clusters Score -313072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -313082.187500 Penalty: 3893.264648
	Iteration 9Q: 3 clusters Score -313082.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313090.812500 Penalty: 3893.264648
	Iteration 10Q: 3 clusters Score -313090.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -313099.000000 Penalty: 3893.264648
	Iteration 11Q: 3 clusters Score -313099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -313107.125000 Penalty: 3893.264648
	Iteration 12Q: 3 clusters Score -313107.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313112.625000 Penalty: 3893.264648
	Iteration 13Q: 3 clusters Score -313112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -313116.125000 Penalty: 3893.264648
	Iteration 14Q: 3 clusters Score -313116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313122.531250 Penalty: 3893.264648
	Iteration 15Q: 3 clusters Score -313122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313127.218750 Penalty: 3893.264648
	Iteration 16Q: 3 clusters Score -313127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -313133.000000 Penalty: 3893.264648
	Iteration 17Q: 3 clusters Score -313133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -313136.437500 Penalty: 3893.264648
	Iteration 18Q: 3 clusters Score -313136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -313141.250000 Penalty: 3893.264648
	Iteration 19Q: 3 clusters Score -313141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313144.062500 Penalty: 3893.264648
	Iteration 20F: 3 clusters Score -313144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -313150.562500 Penalty: 3893.264648
	Iteration 21Q: 3 clusters Score -313150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -313155.500000 Penalty: 3893.264648
	Iteration 22Q: 3 clusters Score -313155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -313157.375000 Penalty: 3893.264648
	Iteration 23Q: 3 clusters Score -313157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -313158.718750 Penalty: 3893.264648
	Iteration 24Q: 3 clusters Score -313158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -313159.656250 Penalty: 3893.264648
	Iteration 25Q: 3 clusters Score -313159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -313160.843750 Penalty: 3893.264648
	Iteration 26Q: 3 clusters Score -313160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -313164.187500 Penalty: 3893.264648
	Iteration 27Q: 3 clusters Score -313164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -313166.343750 Penalty: 3893.264648
	Iteration 28Q: 3 clusters Score -313166.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -313169.968750 Penalty: 3893.264648
	Iteration 29Q: 3 clusters Score -313170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -313174.187500 Penalty: 3893.264648
	Iteration 30Q: 3 clusters Score -313174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -313177.250000 Penalty: 3893.264648
	Iteration 31Q: 3 clusters Score -313177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313179.281250 Penalty: 3893.264648
	Iteration 32Q: 3 clusters Score -313179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313180.750000 Penalty: 3893.264648
	Iteration 33Q: 3 clusters Score -313180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313180.562500 Penalty: 3893.264648
	Iteration 34Q: 3 clusters Score -313180.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -313182.218750 Penalty: 3893.264648
	Iteration 35Q: 3 clusters Score -313182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -313183.312500 Penalty: 3893.264648
	Iteration 36Q: 3 clusters Score -313183.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -313183.312500 Penalty: 3893.264648
	Iteration 37F: 3 clusters Score -313183.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71272.945312 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71272.95 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71513.093750 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71513.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71627.156250 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71627.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71716.476562 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71716.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71789.117188 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71789.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71828.367188 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71828.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71873.093750 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71873.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71898.648438 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71898.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71924.765625 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71924.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71942.578125 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71942.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71965.351562 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -71965.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71981.617188 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -71981.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71989.406250 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -71989.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71997.101562 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -71997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72005.687500 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -72005.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72007.015625 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -72007.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72007.015625 Penalty: 3215.621338
	Iteration 16F: 3 clusters Score -72007.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Entering Unmasked Estep 
Score: -1119143.125000 Penalty: 2280.038330
	Iteration 0F: 2 clusters Score -1119143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1111575.625000 Penalty: 4560.076660
	Iteration 0F: 3 clusters Score -1111576 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1114079.000000 Penalty: 4560.076660
	Iteration 1F: 3 clusters Score -1114079 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1114934.125000 Penalty: 4560.076660
	Iteration 2F: 3 clusters Score -1114934 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1115721.000000 Penalty: 4560.076660
	Iteration 3F: 3 clusters Score -1115721 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1116216.375000 Penalty: 4560.076660
	Iteration 4F: 3 clusters Score -1116216 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1116511.000000 Penalty: 4560.076660
	Iteration 5F: 3 clusters Score -1116511 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1116739.625000 Penalty: 4560.076660
	Iteration 6Q: 3 clusters Score -1116740 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1116916.375000 Penalty: 4560.076660
	Iteration 7Q: 3 clusters Score -1116916 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1117082.750000 Penalty: 4560.076660
	Iteration 8Q: 3 clusters Score -1117083 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1117258.875000 Penalty: 4560.076660
	Iteration 9Q: 3 clusters Score -1117259 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1117465.250000 Penalty: 4560.076660
	Iteration 10Q: 3 clusters Score -1117465 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1117730.125000 Penalty: 4560.076660
	Iteration 11Q: 3 clusters Score -1117730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1117996.125000 Penalty: 4560.076660
	Iteration 12Q: 3 clusters Score -1117996 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1118228.625000 Penalty: 4560.076660
	Iteration 13Q: 3 clusters Score -1118229 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1118409.250000 Penalty: 4560.076660
	Iteration 14Q: 3 clusters Score -1118409 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1118531.125000 Penalty: 4560.076660
	Iteration 15Q: 3 clusters Score -1118531 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1118618.875000 Penalty: 4560.076660
	Iteration 16Q: 3 clusters Score -1118619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1118694.875000 Penalty: 4560.076660
	Iteration 17Q: 3 clusters Score -1118695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1118731.875000 Penalty: 4560.076660
	Iteration 18Q: 3 clusters Score -1118732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1118764.375000 Penalty: 4560.076660
	Iteration 19Q: 3 clusters Score -1118764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1118783.250000 Penalty: 4560.076660
	Iteration 20F: 3 clusters Score -1118783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1118792.875000 Penalty: 4560.076660
	Iteration 21Q: 3 clusters Score -1118793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1118799.375000 Penalty: 4560.076660
	Iteration 22Q: 3 clusters Score -1118799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1118799.375000 Penalty: 4560.076660
	Iteration 23Q: 3 clusters Score -1118799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1118805.000000 Penalty: 4560.076660
	Iteration 24Q: 3 clusters Score -1118805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1118808.125000 Penalty: 4560.076660
	Iteration 25Q: 3 clusters Score -1118808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1118812.500000 Penalty: 4560.076660
	Iteration 26Q: 3 clusters Score -1118812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1118814.000000 Penalty: 4560.076660
	Iteration 27Q: 3 clusters Score -1118814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1118818.500000 Penalty: 4560.076660
	Iteration 28Q: 3 clusters Score -1118818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1118821.500000 Penalty: 4560.076660
	Iteration 29Q: 3 clusters Score -1118822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1118826.000000 Penalty: 4560.076660
	Iteration 30Q: 3 clusters Score -1118826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1118830.000000 Penalty: 4560.076660
	Iteration 31Q: 3 clusters Score -1118830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1118831.625000 Penalty: 4560.076660
	Iteration 32Q: 3 clusters Score -1118832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1118833.875000 Penalty: 4560.076660
	Iteration 33Q: 3 clusters Score -1118834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1118835.500000 Penalty: 4560.076660
	Iteration 34Q: 3 clusters Score -1118836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1118839.500000 Penalty: 4560.076660
	Iteration 35Q: 3 clusters Score -1118840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1118842.875000 Penalty: 4560.076660
	Iteration 36Q: 3 clusters Score -1118843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1118843.875000 Penalty: 4560.076660
	Iteration 37Q: 3 clusters Score -1118844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1118849.500000 Penalty: 4560.076660
	Iteration 38Q: 3 clusters Score -1118850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1118849.625000 Penalty: 4560.076660
	Iteration 39Q: 3 clusters Score -1118850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1118850.000000 Penalty: 4560.076660
	Iteration 40F: 3 clusters Score -1118850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1118853.000000 Penalty: 4560.076660
	Iteration 41Q: 3 clusters Score -1118853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1118853.250000 Penalty: 4560.076660
	Iteration 42Q: 3 clusters Score -1118853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1118852.500000 Penalty: 4560.076660
	Iteration 43Q: 3 clusters Score -1118852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1118856.250000 Penalty: 4560.076660
	Iteration 44Q: 3 clusters Score -1118856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1118858.625000 Penalty: 4560.076660
	Iteration 45Q: 3 clusters Score -1118859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1118860.875000 Penalty: 4560.076660
	Iteration 46Q: 3 clusters Score -1118861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1118863.000000 Penalty: 4560.076660
	Iteration 47Q: 3 clusters Score -1118863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1118865.750000 Penalty: 4560.076660
	Iteration 48Q: 3 clusters Score -1118866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1118867.875000 Penalty: 4560.076660
	Iteration 49Q: 3 clusters Score -1118868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1118872.250000 Penalty: 4560.076660
	Iteration 50Q: 3 clusters Score -1118872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1118872.250000 Penalty: 4560.076660
	Iteration 51Q: 3 clusters Score -1118872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1118872.750000 Penalty: 4560.076660
	Iteration 52Q: 3 clusters Score -1118873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1118880.750000 Penalty: 4560.076660
	Iteration 53Q: 3 clusters Score -1118881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1118890.000000 Penalty: 4560.076660
	Iteration 54Q: 3 clusters Score -1118890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1118892.000000 Penalty: 4560.076660
	Iteration 55Q: 3 clusters Score -1118892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1118892.875000 Penalty: 4560.076660
	Iteration 56Q: 3 clusters Score -1118893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1118895.250000 Penalty: 4560.076660
	Iteration 57Q: 3 clusters Score -1118895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1118899.250000 Penalty: 4560.076660
	Iteration 58Q: 3 clusters Score -1118899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1118901.000000 Penalty: 4560.076660
	Iteration 59Q: 3 clusters Score -1118901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1118905.500000 Penalty: 4560.076660
	Iteration 60F: 3 clusters Score -1118906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1118910.625000 Penalty: 4560.076660
	Iteration 61Q: 3 clusters Score -1118911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1118916.375000 Penalty: 4560.076660
	Iteration 62Q: 3 clusters Score -1118916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1118924.500000 Penalty: 4560.076660
	Iteration 63Q: 3 clusters Score -1118924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1118931.875000 Penalty: 4560.076660
	Iteration 64Q: 3 clusters Score -1118932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1118935.875000 Penalty: 4560.076660
	Iteration 65Q: 3 clusters Score -1118936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1118944.000000 Penalty: 4560.076660
	Iteration 66Q: 3 clusters Score -1118944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1118957.500000 Penalty: 4560.076660
	Iteration 67Q: 3 clusters Score -1118958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1118970.875000 Penalty: 4560.076660
	Iteration 68Q: 3 clusters Score -1118971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1118986.500000 Penalty: 4560.076660
	Iteration 69Q: 3 clusters Score -1118986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1119001.250000 Penalty: 4560.076660
	Iteration 70Q: 3 clusters Score -1119001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1119016.750000 Penalty: 4560.076660
	Iteration 71Q: 3 clusters Score -1119017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1119030.500000 Penalty: 4560.076660
	Iteration 72Q: 3 clusters Score -1119030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1119043.750000 Penalty: 4560.076660
	Iteration 73Q: 3 clusters Score -1119044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1119055.000000 Penalty: 4560.076660
	Iteration 74Q: 3 clusters Score -1119055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1119069.375000 Penalty: 4560.076660
	Iteration 75Q: 3 clusters Score -1119069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1119086.000000 Penalty: 4560.076660
	Iteration 76Q: 3 clusters Score -1119086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1119092.125000 Penalty: 4560.076660
	Iteration 77Q: 3 clusters Score -1119092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1119101.375000 Penalty: 4560.076660
	Iteration 78Q: 3 clusters Score -1119101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1119113.875000 Penalty: 4560.076660
	Iteration 79Q: 3 clusters Score -1119114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1119127.375000 Penalty: 4560.076660
	Iteration 80F: 3 clusters Score -1119127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1119134.750000 Penalty: 4560.076660
	Iteration 81Q: 3 clusters Score -1119135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1119141.500000 Penalty: 4560.076660
	Iteration 82Q: 3 clusters Score -1119142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1119145.875000 Penalty: 4560.076660
	Iteration 83Q: 3 clusters Score -1119146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1119149.375000 Penalty: 4560.076660
	Iteration 84Q: 3 clusters Score -1119149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1119149.750000 Penalty: 4560.076660
	Iteration 85Q: 3 clusters Score -1119150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1119151.875000 Penalty: 4560.076660
	Iteration 86Q: 3 clusters Score -1119152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1119152.000000 Penalty: 4560.076660
	Iteration 87Q: 3 clusters Score -1119152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1119155.875000 Penalty: 4560.076660
	Iteration 88Q: 3 clusters Score -1119156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1119159.875000 Penalty: 4560.076660
	Iteration 89Q: 3 clusters Score -1119160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1119164.875000 Penalty: 4560.076660
	Iteration 90Q: 3 clusters Score -1119165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1119171.000000 Penalty: 4560.076660
	Iteration 91Q: 3 clusters Score -1119171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1119177.500000 Penalty: 4560.076660
	Iteration 92Q: 3 clusters Score -1119178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1119188.750000 Penalty: 4560.076660
	Iteration 93Q: 3 clusters Score -1119189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1119192.000000 Penalty: 4560.076660
	Iteration 94Q: 3 clusters Score -1119192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1119196.500000 Penalty: 4560.076660
	Iteration 95Q: 3 clusters Score -1119196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1119204.625000 Penalty: 4560.076660
	Iteration 96Q: 3 clusters Score -1119205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1119209.250000 Penalty: 4560.076660
	Iteration 97Q: 3 clusters Score -1119209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1119211.125000 Penalty: 4560.076660
	Iteration 98Q: 3 clusters Score -1119211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1119217.500000 Penalty: 4560.076660
	Iteration 99Q: 3 clusters Score -1119218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1119220.000000 Penalty: 4560.076660
	Iteration 100F: 3 clusters Score -1119220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1119222.125000 Penalty: 4560.076660
	Iteration 101Q: 3 clusters Score -1119222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1119227.500000 Penalty: 4560.076660
	Iteration 102Q: 3 clusters Score -1119228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1119234.875000 Penalty: 4560.076660
	Iteration 103Q: 3 clusters Score -1119235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1119243.375000 Penalty: 4560.076660
	Iteration 104Q: 3 clusters Score -1119243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1119245.125000 Penalty: 4560.076660
	Iteration 105Q: 3 clusters Score -1119245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1119252.000000 Penalty: 4560.076660
	Iteration 106Q: 3 clusters Score -1119252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1119254.500000 Penalty: 4560.076660
	Iteration 107Q: 3 clusters Score -1119254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1119257.375000 Penalty: 4560.076660
	Iteration 108Q: 3 clusters Score -1119257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1119261.750000 Penalty: 4560.076660
	Iteration 109Q: 3 clusters Score -1119262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1119263.250000 Penalty: 4560.076660
	Iteration 110Q: 3 clusters Score -1119263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1119266.875000 Penalty: 4560.076660
	Iteration 111Q: 3 clusters Score -1119267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1119270.125000 Penalty: 4560.076660
	Iteration 112Q: 3 clusters Score -1119270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1119273.375000 Penalty: 4560.076660
	Iteration 113Q: 3 clusters Score -1119273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1119272.375000 Penalty: 4560.076660
	Iteration 114Q: 3 clusters Score -1119272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1119275.000000 Penalty: 4560.076660
	Iteration 115Q: 3 clusters Score -1119275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1119274.000000 Penalty: 4560.076660
	Iteration 116Q: 3 clusters Score -1119274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1119274.250000 Penalty: 4560.076660
	Iteration 117Q: 3 clusters Score -1119274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1119274.125000 Penalty: 4560.076660
	Iteration 118Q: 3 clusters Score -1119274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1119274.125000 Penalty: 4560.076660
	Iteration 119F: 3 clusters Score -1119274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124473 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 120956 members 
Mstep: Class 7 contains 159065 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 95787 members 
Mstep: Class 10 contains 161487 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 149001 members 
Mstep: Class 13 contains 192778 members 
Mstep: Class 14 contains 101174 members 
Mstep: Class 15 contains 177282 members 
Mstep: Class 16 contains 186032 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73638 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 8732 members 
Entering Unmasked Estep 
Score: -194661008.000000 Penalty: 88616.031250
Splitting cluster 23 changes total score from -194662032.000000 to -194661008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -160071.250000 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -160071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157878.328125 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -157878.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -158541.890625 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -158541.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159036.890625 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -159036.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -159345.906250 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -159345.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -159535.968750 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -159536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -159688.578125 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -159688.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -159761.468750 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -159761.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -159804.890625 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -159804.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -159855.968750 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -159856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -159913.812500 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -159913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159957.265625 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -159957.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -160022.968750 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -160023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160064.171875 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -160064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -160095.281250 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -160095.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160207.078125 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -160207.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -160380.281250 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -160380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -160563.203125 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -160563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -160667.546875 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -160667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -160669.359375 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -160669.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -160669.671875 Penalty: 3630.324463
	Iteration 19F: 3 clusters Score -160669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -160691.250000 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -160691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -160753.625000 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -160753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160783.312500 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -160783.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -160817.500000 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -160817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160833.656250 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -160833.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -160851.500000 Penalty: 3630.324463
	Iteration 25Q: 3 clusters Score -160851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160882.453125 Penalty: 3630.324463
	Iteration 26Q: 3 clusters Score -160882.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160922.703125 Penalty: 3630.324463
	Iteration 27Q: 3 clusters Score -160922.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -160954.359375 Penalty: 3630.324463
	Iteration 28Q: 3 clusters Score -160954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160964.000000 Penalty: 3630.324463
	Iteration 29Q: 3 clusters Score -160964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -160968.031250 Penalty: 3630.324463
	Iteration 30Q: 3 clusters Score -160968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -160970.734375 Penalty: 3630.324463
	Iteration 31Q: 3 clusters Score -160970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -160970.734375 Penalty: 3630.324463
	Iteration 32F: 3 clusters Score -160970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124473 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 120956 members 
Mstep: Class 7 contains 159065 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 95787 members 
Mstep: Class 10 contains 161487 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 149001 members 
Mstep: Class 13 contains 192778 members 
Mstep: Class 14 contains 101174 members 
Mstep: Class 15 contains 177282 members 
Mstep: Class 16 contains 186032 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73638 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 499 members 
Mstep: Class 25 contains 1010 members 
Entering Unmasked Estep 
Score: -194661776.000000 Penalty: 88616.031250
Splitting cluster 24 changes total score from -194662032.000000 to -194661776.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124473 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 120956 members 
Mstep: Class 7 contains 159065 members 
Mstep: Class 8 contains 6981 members 
Mstep: Class 9 contains 95787 members 
Mstep: Class 10 contains 161487 members 
Mstep: Class 11 contains 7246 members 
Mstep: Class 12 contains 149001 members 
Mstep: Class 13 contains 192778 members 
Mstep: Class 14 contains 101174 members 
Mstep: Class 15 contains 177282 members 
Mstep: Class 16 contains 186032 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73638 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662512.000000 Penalty: 85071.390625
Iteration 159Q: 25 clusters Score -1.946625e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124331 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 120537 members 
Mstep: Class 7 contains 158924 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 95707 members 
Mstep: Class 10 contains 161217 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 148791 members 
Mstep: Class 13 contains 192229 members 
Mstep: Class 14 contains 103317 members 
Mstep: Class 15 contains 177168 members 
Mstep: Class 16 contains 185806 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73666 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662544.000000 Penalty: 85071.390625
Iteration 160F: 25 clusters Score -1.946625e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 13941 members 
Mstep: Class 3 contains 4478 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 6 contains 120105 members 
Mstep: Class 7 contains 158753 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 95591 members 
Mstep: Class 10 contains 160902 members 
Mstep: Class 11 contains 7251 members 
Mstep: Class 12 contains 148600 members 
Mstep: Class 13 contains 191657 members 
Mstep: Class 14 contains 105625 members 
Mstep: Class 15 contains 177078 members 
Mstep: Class 16 contains 185547 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73711 members 
Mstep: Class 19 contains 14728 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663168.000000 Penalty: 85071.390625
Iteration 161Q: 25 clusters Score -1.946632e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 13935 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 119684 members 
Mstep: Class 7 contains 158570 members 
Mstep: Class 8 contains 6886 members 
Mstep: Class 9 contains 95468 members 
Mstep: Class 10 contains 160564 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 148377 members 
Mstep: Class 13 contains 191032 members 
Mstep: Class 14 contains 108041 members 
Mstep: Class 15 contains 177019 members 
Mstep: Class 16 contains 185310 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73719 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9825 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663488.000000 Penalty: 85071.390625
Iteration 162Q: 25 clusters Score -1.946635e+08 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123818 members 
Mstep: Class 2 contains 13929 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 119246 members 
Mstep: Class 7 contains 158389 members 
Mstep: Class 8 contains 6847 members 
Mstep: Class 9 contains 95349 members 
Mstep: Class 10 contains 160267 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 148149 members 
Mstep: Class 13 contains 190317 members 
Mstep: Class 14 contains 110592 members 
Mstep: Class 15 contains 176931 members 
Mstep: Class 16 contains 185032 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73729 members 
Mstep: Class 19 contains 14734 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9823 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663920.000000 Penalty: 85071.390625
Iteration 163Q: 25 clusters Score -1.946639e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123655 members 
Mstep: Class 2 contains 13911 members 
Mstep: Class 3 contains 4478 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 6 contains 118808 members 
Mstep: Class 7 contains 158171 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 95224 members 
Mstep: Class 10 contains 159999 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 147900 members 
Mstep: Class 13 contains 189549 members 
Mstep: Class 14 contains 113209 members 
Mstep: Class 15 contains 176882 members 
Mstep: Class 16 contains 184748 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73746 members 
Mstep: Class 19 contains 14722 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664528.000000 Penalty: 85071.390625
Iteration 164Q: 25 clusters Score -1.946645e+08 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 13893 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 6 contains 118327 members 
Mstep: Class 7 contains 157959 members 
Mstep: Class 8 contains 6781 members 
Mstep: Class 9 contains 95110 members 
Mstep: Class 10 contains 159712 members 
Mstep: Class 11 contains 7265 members 
Mstep: Class 12 contains 147660 members 
Mstep: Class 13 contains 188733 members 
Mstep: Class 14 contains 115939 members 
Mstep: Class 15 contains 176816 members 
Mstep: Class 16 contains 184447 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73780 members 
Mstep: Class 19 contains 14709 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9809 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665376.000000 Penalty: 85071.390625
Iteration 165Q: 25 clusters Score -1.946654e+08 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123262 members 
Mstep: Class 2 contains 13867 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 117856 members 
Mstep: Class 7 contains 157784 members 
Mstep: Class 8 contains 6748 members 
Mstep: Class 9 contains 95016 members 
Mstep: Class 10 contains 159391 members 
Mstep: Class 11 contains 7274 members 
Mstep: Class 12 contains 147436 members 
Mstep: Class 13 contains 187796 members 
Mstep: Class 14 contains 118844 members 
Mstep: Class 15 contains 176763 members 
Mstep: Class 16 contains 184052 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73833 members 
Mstep: Class 19 contains 14696 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9797 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665472.000000 Penalty: 85071.390625
Iteration 166Q: 25 clusters Score -1.946655e+08 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 13842 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4768 members 
Mstep: Class 6 contains 117348 members 
Mstep: Class 7 contains 157567 members 
Mstep: Class 8 contains 6753 members 
Mstep: Class 9 contains 94937 members 
Mstep: Class 10 contains 159031 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 147221 members 
Mstep: Class 13 contains 186900 members 
Mstep: Class 14 contains 121778 members 
Mstep: Class 15 contains 176713 members 
Mstep: Class 16 contains 183638 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73881 members 
Mstep: Class 19 contains 14686 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9784 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665312.000000 Penalty: 85071.390625
Iteration 167Q: 25 clusters Score -1.946653e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 13814 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 116806 members 
Mstep: Class 7 contains 157303 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 94849 members 
Mstep: Class 10 contains 158633 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 146985 members 
Mstep: Class 13 contains 186057 members 
Mstep: Class 14 contains 124765 members 
Mstep: Class 15 contains 176677 members 
Mstep: Class 16 contains 183274 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73927 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9777 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665632.000000 Penalty: 85071.390625
Iteration 168Q: 25 clusters Score -1.946656e+08 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 116300 members 
Mstep: Class 7 contains 156998 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 94729 members 
Mstep: Class 10 contains 158190 members 
Mstep: Class 11 contains 7283 members 
Mstep: Class 12 contains 146727 members 
Mstep: Class 13 contains 185190 members 
Mstep: Class 14 contains 127901 members 
Mstep: Class 15 contains 176688 members 
Mstep: Class 16 contains 182869 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73947 members 
Mstep: Class 19 contains 14672 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666528.000000 Penalty: 85071.390625
Iteration 169Q: 25 clusters Score -1.946665e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 115784 members 
Mstep: Class 7 contains 156725 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 94603 members 
Mstep: Class 10 contains 157727 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 146464 members 
Mstep: Class 13 contains 184257 members 
Mstep: Class 14 contains 131184 members 
Mstep: Class 15 contains 176717 members 
Mstep: Class 16 contains 182444 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 73985 members 
Mstep: Class 19 contains 14666 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667152.000000 Penalty: 85071.390625
Iteration 170Q: 25 clusters Score -1.946672e+08 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121862 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 115229 members 
Mstep: Class 7 contains 156418 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 94483 members 
Mstep: Class 10 contains 157256 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 146207 members 
Mstep: Class 13 contains 183260 members 
Mstep: Class 14 contains 134621 members 
Mstep: Class 15 contains 176745 members 
Mstep: Class 16 contains 182007 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74028 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9779 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667552.000000 Penalty: 85071.390625
Iteration 171Q: 25 clusters Score -1.946676e+08 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121517 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 114662 members 
Mstep: Class 7 contains 156164 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 94367 members 
Mstep: Class 10 contains 156762 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 145981 members 
Mstep: Class 13 contains 182258 members 
Mstep: Class 14 contains 138036 members 
Mstep: Class 15 contains 176743 members 
Mstep: Class 16 contains 181567 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74084 members 
Mstep: Class 19 contains 14670 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9773 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668528.000000 Penalty: 85071.390625
Iteration 172Q: 25 clusters Score -1.946685e+08 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 114086 members 
Mstep: Class 7 contains 155880 members 
Mstep: Class 8 contains 6837 members 
Mstep: Class 9 contains 94245 members 
Mstep: Class 10 contains 156252 members 
Mstep: Class 11 contains 7271 members 
Mstep: Class 12 contains 145725 members 
Mstep: Class 13 contains 181314 members 
Mstep: Class 14 contains 141422 members 
Mstep: Class 15 contains 176781 members 
Mstep: Class 16 contains 181164 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74146 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9771 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669856.000000 Penalty: 85071.390625
Iteration 173Q: 25 clusters Score -1.946699e+08 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 13686 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 113476 members 
Mstep: Class 7 contains 155544 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 94152 members 
Mstep: Class 10 contains 155776 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 145462 members 
Mstep: Class 13 contains 180260 members 
Mstep: Class 14 contains 144970 members 
Mstep: Class 15 contains 176812 members 
Mstep: Class 16 contains 180769 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74199 members 
Mstep: Class 19 contains 14655 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9760 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670464.000000 Penalty: 85071.390625
Iteration 174Q: 25 clusters Score -1.946705e+08 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 112859 members 
Mstep: Class 7 contains 155202 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 94047 members 
Mstep: Class 10 contains 155257 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 145188 members 
Mstep: Class 13 contains 179330 members 
Mstep: Class 14 contains 148636 members 
Mstep: Class 15 contains 176778 members 
Mstep: Class 16 contains 180274 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74251 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9761 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671216.000000 Penalty: 85071.390625
Iteration 175Q: 25 clusters Score -1.946712e+08 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119931 members 
Mstep: Class 2 contains 13614 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 112215 members 
Mstep: Class 7 contains 154801 members 
Mstep: Class 8 contains 6858 members 
Mstep: Class 9 contains 93936 members 
Mstep: Class 10 contains 154729 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 144921 members 
Mstep: Class 13 contains 178712 members 
Mstep: Class 14 contains 152429 members 
Mstep: Class 15 contains 176727 members 
Mstep: Class 16 contains 179513 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74303 members 
Mstep: Class 19 contains 14689 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9755 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671824.000000 Penalty: 85071.390625
Iteration 176Q: 25 clusters Score -1.946718e+08 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119515 members 
Mstep: Class 2 contains 13564 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 111531 members 
Mstep: Class 7 contains 154396 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 93794 members 
Mstep: Class 10 contains 154219 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 144627 members 
Mstep: Class 13 contains 178276 members 
Mstep: Class 14 contains 156320 members 
Mstep: Class 15 contains 176596 members 
Mstep: Class 16 contains 178616 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74366 members 
Mstep: Class 19 contains 14709 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9752 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672528.000000 Penalty: 85071.390625
Iteration 177Q: 25 clusters Score -1.946725e+08 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 13521 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4793 members 
Mstep: Class 6 contains 110863 members 
Mstep: Class 7 contains 153917 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 93662 members 
Mstep: Class 10 contains 153645 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 144357 members 
Mstep: Class 13 contains 178223 members 
Mstep: Class 14 contains 160471 members 
Mstep: Class 15 contains 176423 members 
Mstep: Class 16 contains 177226 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74430 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9758 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672656.000000 Penalty: 85071.390625
Iteration 178Q: 25 clusters Score -1.946727e+08 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 110203 members 
Mstep: Class 7 contains 153474 members 
Mstep: Class 8 contains 6775 members 
Mstep: Class 9 contains 93518 members 
Mstep: Class 10 contains 153038 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 144099 members 
Mstep: Class 13 contains 178502 members 
Mstep: Class 14 contains 164865 members 
Mstep: Class 15 contains 176135 members 
Mstep: Class 16 contains 175320 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74524 members 
Mstep: Class 19 contains 14719 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9770 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673568.000000 Penalty: 85071.390625
Iteration 179Q: 25 clusters Score -1.946736e+08 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 13443 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 109533 members 
Mstep: Class 7 contains 153009 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 93393 members 
Mstep: Class 10 contains 152296 members 
Mstep: Class 11 contains 7283 members 
Mstep: Class 12 contains 143847 members 
Mstep: Class 13 contains 179198 members 
Mstep: Class 14 contains 169417 members 
Mstep: Class 15 contains 175914 members 
Mstep: Class 16 contains 173004 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74606 members 
Mstep: Class 19 contains 14702 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2557 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9763 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674208.000000 Penalty: 85071.390625
Iteration 180F: 25 clusters Score -1.946742e+08 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118001 members 
Mstep: Class 2 contains 13391 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 108864 members 
Mstep: Class 7 contains 152532 members 
Mstep: Class 8 contains 6556 members 
Mstep: Class 9 contains 93269 members 
Mstep: Class 10 contains 151568 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 143605 members 
Mstep: Class 13 contains 180304 members 
Mstep: Class 14 contains 173932 members 
Mstep: Class 15 contains 175649 members 
Mstep: Class 16 contains 170294 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74695 members 
Mstep: Class 19 contains 14703 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9764 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673760.000000 Penalty: 85071.390625
Iteration 181Q: 25 clusters Score -1.946738e+08 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 13338 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 108235 members 
Mstep: Class 7 contains 152155 members 
Mstep: Class 8 contains 6400 members 
Mstep: Class 9 contains 93151 members 
Mstep: Class 10 contains 150777 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 143381 members 
Mstep: Class 13 contains 181751 members 
Mstep: Class 14 contains 178189 members 
Mstep: Class 15 contains 175460 members 
Mstep: Class 16 contains 167280 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74815 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9776 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672560.000000 Penalty: 85071.390625
Iteration 182Q: 25 clusters Score -1.946726e+08 nChanged 15454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 13289 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 107668 members 
Mstep: Class 7 contains 151878 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 93051 members 
Mstep: Class 10 contains 150082 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 143283 members 
Mstep: Class 13 contains 183650 members 
Mstep: Class 14 contains 181824 members 
Mstep: Class 15 contains 175408 members 
Mstep: Class 16 contains 163924 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 74892 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 1343 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9793 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671280.000000 Penalty: 85071.390625
Iteration 183Q: 25 clusters Score -1.946713e+08 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117241 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 107243 members 
Mstep: Class 7 contains 151755 members 
Mstep: Class 8 contains 5955 members 
Mstep: Class 9 contains 93009 members 
Mstep: Class 10 contains 149413 members 
Mstep: Class 11 contains 7289 members 
Mstep: Class 12 contains 143250 members 
Mstep: Class 13 contains 185861 members 
Mstep: Class 14 contains 184798 members 
Mstep: Class 15 contains 175453 members 
Mstep: Class 16 contains 160299 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75029 members 
Mstep: Class 19 contains 14794 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9793 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670848.000000 Penalty: 85071.390625
Iteration 184Q: 25 clusters Score -1.946708e+08 nChanged 16907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117139 members 
Mstep: Class 2 contains 13146 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 106910 members 
Mstep: Class 7 contains 151887 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 93082 members 
Mstep: Class 10 contains 148749 members 
Mstep: Class 11 contains 7288 members 
Mstep: Class 12 contains 143311 members 
Mstep: Class 13 contains 188226 members 
Mstep: Class 14 contains 186980 members 
Mstep: Class 15 contains 175611 members 
Mstep: Class 16 contains 156678 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75140 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9786 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669024.000000 Penalty: 85071.390625
Iteration 185Q: 25 clusters Score -1.94669e+08 nChanged 16767
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117152 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 106696 members 
Mstep: Class 7 contains 152202 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 93193 members 
Mstep: Class 10 contains 148260 members 
Mstep: Class 11 contains 7290 members 
Mstep: Class 12 contains 143467 members 
Mstep: Class 13 contains 190549 members 
Mstep: Class 14 contains 188299 members 
Mstep: Class 15 contains 175893 members 
Mstep: Class 16 contains 153092 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75252 members 
Mstep: Class 19 contains 14885 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9778 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666960.000000 Penalty: 85071.390625
Iteration 186Q: 25 clusters Score -1.94667e+08 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 13002 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 106555 members 
Mstep: Class 7 contains 152637 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 93312 members 
Mstep: Class 10 contains 147773 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 143677 members 
Mstep: Class 13 contains 192887 members 
Mstep: Class 14 contains 188906 members 
Mstep: Class 15 contains 176324 members 
Mstep: Class 16 contains 149720 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75339 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9765 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665408.000000 Penalty: 85071.390625
Iteration 187Q: 25 clusters Score -1.946654e+08 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117343 members 
Mstep: Class 2 contains 12929 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 106437 members 
Mstep: Class 7 contains 153192 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 93464 members 
Mstep: Class 10 contains 147292 members 
Mstep: Class 11 contains 7286 members 
Mstep: Class 12 contains 144002 members 
Mstep: Class 13 contains 195190 members 
Mstep: Class 14 contains 189092 members 
Mstep: Class 15 contains 176809 members 
Mstep: Class 16 contains 146406 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75500 members 
Mstep: Class 19 contains 14948 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9764 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663216.000000 Penalty: 85071.390625
Iteration 188Q: 25 clusters Score -1.946632e+08 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117459 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 106374 members 
Mstep: Class 7 contains 153830 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 146905 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 144370 members 
Mstep: Class 13 contains 197316 members 
Mstep: Class 14 contains 188801 members 
Mstep: Class 15 contains 177233 members 
Mstep: Class 16 contains 143489 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75659 members 
Mstep: Class 19 contains 14978 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9757 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661952.000000 Penalty: 85071.390625
Iteration 189Q: 25 clusters Score -1.94662e+08 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117589 members 
Mstep: Class 2 contains 12743 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 106312 members 
Mstep: Class 7 contains 154509 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 93859 members 
Mstep: Class 10 contains 146594 members 
Mstep: Class 11 contains 7291 members 
Mstep: Class 12 contains 144794 members 
Mstep: Class 13 contains 199149 members 
Mstep: Class 14 contains 188138 members 
Mstep: Class 15 contains 177591 members 
Mstep: Class 16 contains 140925 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 75848 members 
Mstep: Class 19 contains 15009 members 
Mstep: Class 20 contains 1345 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9771 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661776.000000 Penalty: 85071.390625
Iteration 190Q: 25 clusters Score -1.946618e+08 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 12658 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 106281 members 
Mstep: Class 7 contains 155181 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 94095 members 
Mstep: Class 10 contains 146373 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 145237 members 
Mstep: Class 13 contains 200828 members 
Mstep: Class 14 contains 187319 members 
Mstep: Class 15 contains 177733 members 
Mstep: Class 16 contains 138767 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76014 members 
Mstep: Class 19 contains 15040 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9781 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660560.000000 Penalty: 85071.390625
Iteration 191Q: 25 clusters Score -1.946606e+08 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 12582 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4828 members 
Mstep: Class 6 contains 106308 members 
Mstep: Class 7 contains 155864 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 94357 members 
Mstep: Class 10 contains 146199 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 145716 members 
Mstep: Class 13 contains 202229 members 
Mstep: Class 14 contains 186402 members 
Mstep: Class 15 contains 177713 members 
Mstep: Class 16 contains 136917 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76156 members 
Mstep: Class 19 contains 15074 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9791 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659856.000000 Penalty: 85071.390625
Iteration 192Q: 25 clusters Score -1.946599e+08 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118048 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 106332 members 
Mstep: Class 7 contains 156461 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 94610 members 
Mstep: Class 10 contains 146065 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 12 contains 146210 members 
Mstep: Class 13 contains 203436 members 
Mstep: Class 14 contains 185493 members 
Mstep: Class 15 contains 177603 members 
Mstep: Class 16 contains 135349 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76314 members 
Mstep: Class 19 contains 15096 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659696.000000 Penalty: 85071.390625
Iteration 193Q: 25 clusters Score -1.946597e+08 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 106371 members 
Mstep: Class 7 contains 156989 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 94862 members 
Mstep: Class 10 contains 145994 members 
Mstep: Class 11 contains 7306 members 
Mstep: Class 12 contains 146580 members 
Mstep: Class 13 contains 204397 members 
Mstep: Class 14 contains 184735 members 
Mstep: Class 15 contains 177544 members 
Mstep: Class 16 contains 133942 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76457 members 
Mstep: Class 19 contains 15118 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9823 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659808.000000 Penalty: 85071.390625
Iteration 194Q: 25 clusters Score -1.946598e+08 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118433 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4840 members 
Mstep: Class 6 contains 106426 members 
Mstep: Class 7 contains 157391 members 
Mstep: Class 8 contains 3482 members 
Mstep: Class 9 contains 95131 members 
Mstep: Class 10 contains 145965 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 146961 members 
Mstep: Class 13 contains 205047 members 
Mstep: Class 14 contains 184006 members 
Mstep: Class 15 contains 177471 members 
Mstep: Class 16 contains 132814 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76604 members 
Mstep: Class 19 contains 15139 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9829 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659680.000000 Penalty: 85071.390625
Iteration 195Q: 25 clusters Score -1.946597e+08 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118670 members 
Mstep: Class 2 contains 12310 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 106475 members 
Mstep: Class 7 contains 157731 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 95372 members 
Mstep: Class 10 contains 145994 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 147308 members 
Mstep: Class 13 contains 205478 members 
Mstep: Class 14 contains 183385 members 
Mstep: Class 15 contains 177323 members 
Mstep: Class 16 contains 131896 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76730 members 
Mstep: Class 19 contains 15135 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2567 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659536.000000 Penalty: 85071.390625
Iteration 196Q: 25 clusters Score -1.946595e+08 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4852 members 
Mstep: Class 6 contains 106527 members 
Mstep: Class 7 contains 158034 members 
Mstep: Class 8 contains 3331 members 
Mstep: Class 9 contains 95567 members 
Mstep: Class 10 contains 146125 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 147609 members 
Mstep: Class 13 contains 205682 members 
Mstep: Class 14 contains 182966 members 
Mstep: Class 15 contains 177120 members 
Mstep: Class 16 contains 131118 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76827 members 
Mstep: Class 19 contains 15139 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9846 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659680.000000 Penalty: 85071.390625
Iteration 197Q: 25 clusters Score -1.946597e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119167 members 
Mstep: Class 2 contains 12152 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 106594 members 
Mstep: Class 7 contains 158302 members 
Mstep: Class 8 contains 3272 members 
Mstep: Class 9 contains 95717 members 
Mstep: Class 10 contains 146272 members 
Mstep: Class 11 contains 7286 members 
Mstep: Class 12 contains 147903 members 
Mstep: Class 13 contains 205707 members 
Mstep: Class 14 contains 182711 members 
Mstep: Class 15 contains 176896 members 
Mstep: Class 16 contains 130436 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76923 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660416.000000 Penalty: 85071.390625
Iteration 198Q: 25 clusters Score -1.946604e+08 nChanged 5727
Entering ConstructFrom: 
Score: -194660416.000000 Penalty: 85071.390625
Entering ConstructFrom: 
Trying to split cluster 1 (119403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Entering Unmasked Estep 
Score: -14860869.000000 Penalty: 2899.184570
	Iteration 0F: 2 clusters Score -1.486087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -14781277.000000 Penalty: 5798.369141
	Iteration 0F: 3 clusters Score -1.478128e+07 nChanged 56426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -14815073.000000 Penalty: 5798.369141
	Iteration 1F: 3 clusters Score -1.481507e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -14817544.000000 Penalty: 5798.369141
	Iteration 2Q: 3 clusters Score -1.481754e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -14821595.000000 Penalty: 5798.369141
	Iteration 3F: 3 clusters Score -1.48216e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -14827007.000000 Penalty: 5798.369141
	Iteration 4F: 3 clusters Score -1.482701e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -14833355.000000 Penalty: 5798.369141
	Iteration 5F: 3 clusters Score -1.483336e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -14839451.000000 Penalty: 5798.369141
	Iteration 6F: 3 clusters Score -1.483945e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -14844863.000000 Penalty: 5798.369141
	Iteration 7F: 3 clusters Score -1.484486e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -14848751.000000 Penalty: 5798.369141
	Iteration 8Q: 3 clusters Score -1.484875e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -14851178.000000 Penalty: 5798.369141
	Iteration 9Q: 3 clusters Score -1.485118e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -14852439.000000 Penalty: 5798.369141
	Iteration 10Q: 3 clusters Score -1.485244e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -14853119.000000 Penalty: 5798.369141
	Iteration 11Q: 3 clusters Score -1.485312e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -14853642.000000 Penalty: 5798.369141
	Iteration 12Q: 3 clusters Score -1.485364e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -14854227.000000 Penalty: 5798.369141
	Iteration 13Q: 3 clusters Score -1.485423e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -14854647.000000 Penalty: 5798.369141
	Iteration 14Q: 3 clusters Score -1.485465e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 101840 members 
Entering Unmasked Estep 
Score: -14855066.000000 Penalty: 5798.369141
	Iteration 15Q: 3 clusters Score -1.485507e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -14855433.000000 Penalty: 5798.369141
	Iteration 16Q: 3 clusters Score -1.485543e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 104293 members 
Entering Unmasked Estep 
Score: -14855879.000000 Penalty: 5798.369141
	Iteration 17Q: 3 clusters Score -1.485588e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -14856230.000000 Penalty: 5798.369141
	Iteration 18Q: 3 clusters Score -1.485623e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -14856555.000000 Penalty: 5798.369141
	Iteration 19Q: 3 clusters Score -1.485656e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -14856917.000000 Penalty: 5798.369141
	Iteration 20F: 3 clusters Score -1.485692e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -14857138.000000 Penalty: 5798.369141
	Iteration 21Q: 3 clusters Score -1.485714e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -14857411.000000 Penalty: 5798.369141
	Iteration 22Q: 3 clusters Score -1.485741e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -14857624.000000 Penalty: 5798.369141
	Iteration 23Q: 3 clusters Score -1.485762e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -14857832.000000 Penalty: 5798.369141
	Iteration 24Q: 3 clusters Score -1.485783e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -14858039.000000 Penalty: 5798.369141
	Iteration 25Q: 3 clusters Score -1.485804e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -14858193.000000 Penalty: 5798.369141
	Iteration 26Q: 3 clusters Score -1.485819e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -14858284.000000 Penalty: 5798.369141
	Iteration 27Q: 3 clusters Score -1.485828e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -14858382.000000 Penalty: 5798.369141
	Iteration 28Q: 3 clusters Score -1.485838e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 113179 members 
Entering Unmasked Estep 
Score: -14858472.000000 Penalty: 5798.369141
	Iteration 29Q: 3 clusters Score -1.485847e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -14858583.000000 Penalty: 5798.369141
	Iteration 30Q: 3 clusters Score -1.485858e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -14858688.000000 Penalty: 5798.369141
	Iteration 31Q: 3 clusters Score -1.485869e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -14858702.000000 Penalty: 5798.369141
	Iteration 32Q: 3 clusters Score -1.48587e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -14858734.000000 Penalty: 5798.369141
	Iteration 33Q: 3 clusters Score -1.485873e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -14858762.000000 Penalty: 5798.369141
	Iteration 34Q: 3 clusters Score -1.485876e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 114909 members 
Entering Unmasked Estep 
Score: -14858816.000000 Penalty: 5798.369141
	Iteration 35Q: 3 clusters Score -1.485882e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -14858820.000000 Penalty: 5798.369141
	Iteration 36Q: 3 clusters Score -1.485882e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -14858866.000000 Penalty: 5798.369141
	Iteration 37Q: 3 clusters Score -1.485887e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -14858896.000000 Penalty: 5798.369141
	Iteration 38Q: 3 clusters Score -1.48589e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 115625 members 
Entering Unmasked Estep 
Score: -14858925.000000 Penalty: 5798.369141
	Iteration 39Q: 3 clusters Score -1.485892e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 115766 members 
Entering Unmasked Estep 
Score: -14858958.000000 Penalty: 5798.369141
	Iteration 40F: 3 clusters Score -1.485896e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 115859 members 
Entering Unmasked Estep 
Score: -14858977.000000 Penalty: 5798.369141
	Iteration 41Q: 3 clusters Score -1.485898e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 115934 members 
Entering Unmasked Estep 
Score: -14858961.000000 Penalty: 5798.369141
	Iteration 42Q: 3 clusters Score -1.485896e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 116013 members 
Entering Unmasked Estep 
Score: -14859003.000000 Penalty: 5798.369141
	Iteration 43Q: 3 clusters Score -1.4859e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -14859018.000000 Penalty: 5798.369141
	Iteration 44Q: 3 clusters Score -1.485902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -14859014.000000 Penalty: 5798.369141
	Iteration 45Q: 3 clusters Score -1.485901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -14859047.000000 Penalty: 5798.369141
	Iteration 46Q: 3 clusters Score -1.485905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 116194 members 
Entering Unmasked Estep 
Score: -14859021.000000 Penalty: 5798.369141
	Iteration 47Q: 3 clusters Score -1.485902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -14859014.000000 Penalty: 5798.369141
	Iteration 48Q: 3 clusters Score -1.485901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -14859021.000000 Penalty: 5798.369141
	Iteration 49Q: 3 clusters Score -1.485902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 116294 members 
Entering Unmasked Estep 
Score: -14859038.000000 Penalty: 5798.369141
	Iteration 50Q: 3 clusters Score -1.485904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 116321 members 
Entering Unmasked Estep 
Score: -14859067.000000 Penalty: 5798.369141
	Iteration 51Q: 3 clusters Score -1.485907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 116349 members 
Entering Unmasked Estep 
Score: -14859088.000000 Penalty: 5798.369141
	Iteration 52Q: 3 clusters Score -1.485909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 116369 members 
Entering Unmasked Estep 
Score: -14859066.000000 Penalty: 5798.369141
	Iteration 53Q: 3 clusters Score -1.485907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -14859073.000000 Penalty: 5798.369141
	Iteration 54Q: 3 clusters Score -1.485907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -14859092.000000 Penalty: 5798.369141
	Iteration 55Q: 3 clusters Score -1.485909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 116428 members 
Entering Unmasked Estep 
Score: -14859085.000000 Penalty: 5798.369141
	Iteration 56Q: 3 clusters Score -1.485908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -14859075.000000 Penalty: 5798.369141
	Iteration 57Q: 3 clusters Score -1.485908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -14859081.000000 Penalty: 5798.369141
	Iteration 58Q: 3 clusters Score -1.485908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -14859089.000000 Penalty: 5798.369141
	Iteration 59Q: 3 clusters Score -1.485909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -14859092.000000 Penalty: 5798.369141
	Iteration 60F: 3 clusters Score -1.485909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
Score: -14859093.000000 Penalty: 5798.369141
	Iteration 61Q: 3 clusters Score -1.485909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 116520 members 
Entering Unmasked Estep 
Score: -14859117.000000 Penalty: 5798.369141
	Iteration 62Q: 3 clusters Score -1.485912e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -14859119.000000 Penalty: 5798.369141
	Iteration 63Q: 3 clusters Score -1.485912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 116562 members 
Entering Unmasked Estep 
Score: -14859122.000000 Penalty: 5798.369141
	Iteration 64Q: 3 clusters Score -1.485912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 116573 members 
Entering Unmasked Estep 
Score: -14859111.000000 Penalty: 5798.369141
	Iteration 65Q: 3 clusters Score -1.485911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 116586 members 
Entering Unmasked Estep 
Score: -14859107.000000 Penalty: 5798.369141
	Iteration 66Q: 3 clusters Score -1.485911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -14859118.000000 Penalty: 5798.369141
	Iteration 67Q: 3 clusters Score -1.485912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 116608 members 
Entering Unmasked Estep 
Score: -14859106.000000 Penalty: 5798.369141
	Iteration 68Q: 3 clusters Score -1.485911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
Score: -14859128.000000 Penalty: 5798.369141
	Iteration 69Q: 3 clusters Score -1.485913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -14859117.000000 Penalty: 5798.369141
	Iteration 70Q: 3 clusters Score -1.485912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -14859124.000000 Penalty: 5798.369141
	Iteration 71Q: 3 clusters Score -1.485912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 116624 members 
Entering Unmasked Estep 
Score: -14859121.000000 Penalty: 5798.369141
	Iteration 72Q: 3 clusters Score -1.485912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 116625 members 
Entering Unmasked Estep 
Score: -14859120.000000 Penalty: 5798.369141
	Iteration 73Q: 3 clusters Score -1.485912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
Score: -14859118.000000 Penalty: 5798.369141
	Iteration 74Q: 3 clusters Score -1.485912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 116633 members 
Entering Unmasked Estep 
Score: -14859120.000000 Penalty: 5798.369141
	Iteration 75Q: 3 clusters Score -1.485912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 116639 members 
Entering Unmasked Estep 
Score: -14859121.000000 Penalty: 5798.369141
	Iteration 76Q: 3 clusters Score -1.485912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -14859118.000000 Penalty: 5798.369141
	Iteration 77Q: 3 clusters Score -1.485912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -14859121.000000 Penalty: 5798.369141
	Iteration 78Q: 3 clusters Score -1.485912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 116644 members 
Entering Unmasked Estep 
Score: -14859123.000000 Penalty: 5798.369141
	Iteration 79Q: 3 clusters Score -1.485912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -14859124.000000 Penalty: 5798.369141
	Iteration 80F: 3 clusters Score -1.485912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -14859136.000000 Penalty: 5798.369141
	Iteration 81Q: 3 clusters Score -1.485914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 116647 members 
Entering Unmasked Estep 
Score: -14859137.000000 Penalty: 5798.369141
	Iteration 82Q: 3 clusters Score -1.485914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 116649 members 
Entering Unmasked Estep 
Score: -14859135.000000 Penalty: 5798.369141
	Iteration 83Q: 3 clusters Score -1.485914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 116654 members 
Entering Unmasked Estep 
Score: -14859140.000000 Penalty: 5798.369141
	Iteration 84Q: 3 clusters Score -1.485914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -14859142.000000 Penalty: 5798.369141
	Iteration 85Q: 3 clusters Score -1.485914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -14859141.000000 Penalty: 5798.369141
	Iteration 86Q: 3 clusters Score -1.485914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 116661 members 
Entering Unmasked Estep 
Score: -14859140.000000 Penalty: 5798.369141
	Iteration 87Q: 3 clusters Score -1.485914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
Score: -14859141.000000 Penalty: 5798.369141
	Iteration 88Q: 3 clusters Score -1.485914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -14859137.000000 Penalty: 5798.369141
	Iteration 89Q: 3 clusters Score -1.485914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -14859136.000000 Penalty: 5798.369141
	Iteration 90Q: 3 clusters Score -1.485914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -14859140.000000 Penalty: 5798.369141
	Iteration 91Q: 3 clusters Score -1.485914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 116668 members 
Entering Unmasked Estep 
Score: -14859140.000000 Penalty: 5798.369141
	Iteration 92F: 3 clusters Score -1.485914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -1462660.875000 Penalty: 2330.822754
	Iteration 0F: 2 clusters Score -1462661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1453648.250000 Penalty: 4661.645508
	Iteration 0F: 3 clusters Score -1453648 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1456342.750000 Penalty: 4661.645508
	Iteration 1F: 3 clusters Score -1456343 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1456662.375000 Penalty: 4661.645508
	Iteration 2F: 3 clusters Score -1456662 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1456837.875000 Penalty: 4661.645508
	Iteration 3Q: 3 clusters Score -1456838 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1456957.250000 Penalty: 4661.645508
	Iteration 4Q: 3 clusters Score -1456957 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1457050.875000 Penalty: 4661.645508
	Iteration 5Q: 3 clusters Score -1457051 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1457134.250000 Penalty: 4661.645508
	Iteration 6Q: 3 clusters Score -1457134 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1457196.625000 Penalty: 4661.645508
	Iteration 7Q: 3 clusters Score -1457197 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1457262.125000 Penalty: 4661.645508
	Iteration 8Q: 3 clusters Score -1457262 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1457310.875000 Penalty: 4661.645508
	Iteration 9Q: 3 clusters Score -1457311 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1457362.625000 Penalty: 4661.645508
	Iteration 10Q: 3 clusters Score -1457363 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1457428.875000 Penalty: 4661.645508
	Iteration 11Q: 3 clusters Score -1457429 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1457542.875000 Penalty: 4661.645508
	Iteration 12Q: 3 clusters Score -1457543 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1457740.750000 Penalty: 4661.645508
	Iteration 13Q: 3 clusters Score -1457741 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1458001.125000 Penalty: 4661.645508
	Iteration 14Q: 3 clusters Score -1458001 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1458315.750000 Penalty: 4661.645508
	Iteration 15Q: 3 clusters Score -1458316 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1458614.500000 Penalty: 4661.645508
	Iteration 16Q: 3 clusters Score -1458614 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1458918.375000 Penalty: 4661.645508
	Iteration 17Q: 3 clusters Score -1458918 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1459198.625000 Penalty: 4661.645508
	Iteration 18Q: 3 clusters Score -1459199 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1459437.625000 Penalty: 4661.645508
	Iteration 19Q: 3 clusters Score -1459438 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1459649.500000 Penalty: 4661.645508
	Iteration 20F: 3 clusters Score -1459650 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1459817.875000 Penalty: 4661.645508
	Iteration 21Q: 3 clusters Score -1459818 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1459952.750000 Penalty: 4661.645508
	Iteration 22Q: 3 clusters Score -1459953 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1460055 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1460142 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1460223.625000 Penalty: 4661.645508
	Iteration 25Q: 3 clusters Score -1460224 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1460295 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1460348.500000 Penalty: 4661.645508
	Iteration 27Q: 3 clusters Score -1460348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1460402.125000 Penalty: 4661.645508
	Iteration 28Q: 3 clusters Score -1460402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1460450.000000 Penalty: 4661.645508
	Iteration 29Q: 3 clusters Score -1460450 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1460509.500000 Penalty: 4661.645508
	Iteration 30Q: 3 clusters Score -1460510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1460554.750000 Penalty: 4661.645508
	Iteration 31Q: 3 clusters Score -1460555 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1460600.375000 Penalty: 4661.645508
	Iteration 32Q: 3 clusters Score -1460600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1460649 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1460698 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1460748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1460801 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1460851 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1460904.375000 Penalty: 4661.645508
	Iteration 38Q: 3 clusters Score -1460904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1460949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1460974.500000 Penalty: 4661.645508
	Iteration 40F: 3 clusters Score -1460974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1460993.250000 Penalty: 4661.645508
	Iteration 41Q: 3 clusters Score -1460993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1461007.375000 Penalty: 4661.645508
	Iteration 42Q: 3 clusters Score -1461007 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1461022.625000 Penalty: 4661.645508
	Iteration 43Q: 3 clusters Score -1461023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1461030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1461046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1461051.000000 Penalty: 4661.645508
	Iteration 46Q: 3 clusters Score -1461051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1461056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1461063.000000 Penalty: 4661.645508
	Iteration 48Q: 3 clusters Score -1461063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1461073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1461077.750000 Penalty: 4661.645508
	Iteration 50Q: 3 clusters Score -1461078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1461093.000000 Penalty: 4661.645508
	Iteration 51Q: 3 clusters Score -1461093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1461101.875000 Penalty: 4661.645508
	Iteration 52Q: 3 clusters Score -1461102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1461105.875000 Penalty: 4661.645508
	Iteration 53Q: 3 clusters Score -1461106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1461111.250000 Penalty: 4661.645508
	Iteration 54Q: 3 clusters Score -1461111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1461120.750000 Penalty: 4661.645508
	Iteration 55Q: 3 clusters Score -1461121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1461124.000000 Penalty: 4661.645508
	Iteration 56Q: 3 clusters Score -1461124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1461129.625000 Penalty: 4661.645508
	Iteration 57Q: 3 clusters Score -1461130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1461131.625000 Penalty: 4661.645508
	Iteration 58Q: 3 clusters Score -1461132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1461141.125000 Penalty: 4661.645508
	Iteration 59Q: 3 clusters Score -1461141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1461140.250000 Penalty: 4661.645508
	Iteration 60F: 3 clusters Score -1461140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1461140.375000 Penalty: 4661.645508
	Iteration 61Q: 3 clusters Score -1461140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1461142.500000 Penalty: 4661.645508
	Iteration 62Q: 3 clusters Score -1461142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1461144.500000 Penalty: 4661.645508
	Iteration 63Q: 3 clusters Score -1461144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1461148.500000 Penalty: 4661.645508
	Iteration 64Q: 3 clusters Score -1461148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1461153.750000 Penalty: 4661.645508
	Iteration 65Q: 3 clusters Score -1461154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1461159.125000 Penalty: 4661.645508
	Iteration 66Q: 3 clusters Score -1461159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1461164.125000 Penalty: 4661.645508
	Iteration 67Q: 3 clusters Score -1461164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1461167.500000 Penalty: 4661.645508
	Iteration 68Q: 3 clusters Score -1461168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1461165.375000 Penalty: 4661.645508
	Iteration 69Q: 3 clusters Score -1461165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1461166.000000 Penalty: 4661.645508
	Iteration 70Q: 3 clusters Score -1461166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1461170.250000 Penalty: 4661.645508
	Iteration 71Q: 3 clusters Score -1461170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1461170.500000 Penalty: 4661.645508
	Iteration 72Q: 3 clusters Score -1461170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1461171.250000 Penalty: 4661.645508
	Iteration 73Q: 3 clusters Score -1461171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1461174.250000 Penalty: 4661.645508
	Iteration 74Q: 3 clusters Score -1461174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1461175.625000 Penalty: 4661.645508
	Iteration 75Q: 3 clusters Score -1461176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1461179.375000 Penalty: 4661.645508
	Iteration 76Q: 3 clusters Score -1461179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1461178.250000 Penalty: 4661.645508
	Iteration 77Q: 3 clusters Score -1461178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1461181.500000 Penalty: 4661.645508
	Iteration 78Q: 3 clusters Score -1461182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1461183.000000 Penalty: 4661.645508
	Iteration 79Q: 3 clusters Score -1461183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1461186.125000 Penalty: 4661.645508
	Iteration 80F: 3 clusters Score -1461186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1461185.000000 Penalty: 4661.645508
	Iteration 81Q: 3 clusters Score -1461185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1461186.875000 Penalty: 4661.645508
	Iteration 82Q: 3 clusters Score -1461187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1461190.625000 Penalty: 4661.645508
	Iteration 83Q: 3 clusters Score -1461191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1461189.375000 Penalty: 4661.645508
	Iteration 84Q: 3 clusters Score -1461189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1461194.750000 Penalty: 4661.645508
	Iteration 85Q: 3 clusters Score -1461195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1461192.375000 Penalty: 4661.645508
	Iteration 86Q: 3 clusters Score -1461192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1461195.000000 Penalty: 4661.645508
	Iteration 87Q: 3 clusters Score -1461195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1461195.875000 Penalty: 4661.645508
	Iteration 88Q: 3 clusters Score -1461196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1461196.875000 Penalty: 4661.645508
	Iteration 89Q: 3 clusters Score -1461197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1461199.250000 Penalty: 4661.645508
	Iteration 90Q: 3 clusters Score -1461199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1461196.625000 Penalty: 4661.645508
	Iteration 91Q: 3 clusters Score -1461197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1461196.250000 Penalty: 4661.645508
	Iteration 92Q: 3 clusters Score -1461196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1461199.625000 Penalty: 4661.645508
	Iteration 93Q: 3 clusters Score -1461200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1461198.375000 Penalty: 4661.645508
	Iteration 94Q: 3 clusters Score -1461198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1461197.750000 Penalty: 4661.645508
	Iteration 95Q: 3 clusters Score -1461198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1461196.875000 Penalty: 4661.645508
	Iteration 96Q: 3 clusters Score -1461197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1461198.750000 Penalty: 4661.645508
	Iteration 97Q: 3 clusters Score -1461199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1461200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1461199.500000 Penalty: 4661.645508
	Iteration 99F: 3 clusters Score -1461200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4455 members 
Entering Unmasked Estep 
Score: -539102.062500 Penalty: 2083.641846
	Iteration 0F: 2 clusters Score -539102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -534950.4 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -535909 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -536125.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -536261.062500 Penalty: 4167.283691
	Iteration 3Q: 3 clusters Score -536261.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -536398.375000 Penalty: 4167.283691
	Iteration 4Q: 3 clusters Score -536398.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -536536.125000 Penalty: 4167.283691
	Iteration 5Q: 3 clusters Score -536536.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -536633.937500 Penalty: 4167.283691
	Iteration 6Q: 3 clusters Score -536633.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -536722.187500 Penalty: 4167.283691
	Iteration 7Q: 3 clusters Score -536722.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -536813.875000 Penalty: 4167.283691
	Iteration 8Q: 3 clusters Score -536813.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -536903.250000 Penalty: 4167.283691
	Iteration 9Q: 3 clusters Score -536903.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -537002.750000 Penalty: 4167.283691
	Iteration 10Q: 3 clusters Score -537002.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -537106.812500 Penalty: 4167.283691
	Iteration 11Q: 3 clusters Score -537106.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -537235.250000 Penalty: 4167.283691
	Iteration 12Q: 3 clusters Score -537235.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -537353.125000 Penalty: 4167.283691
	Iteration 13Q: 3 clusters Score -537353.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -537467.625000 Penalty: 4167.283691
	Iteration 14Q: 3 clusters Score -537467.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -537559.250000 Penalty: 4167.283691
	Iteration 15Q: 3 clusters Score -537559.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -537627.062500 Penalty: 4167.283691
	Iteration 16Q: 3 clusters Score -537627.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -537696.750000 Penalty: 4167.283691
	Iteration 17Q: 3 clusters Score -537696.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -537765.062500 Penalty: 4167.283691
	Iteration 18Q: 3 clusters Score -537765.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -537825.062500 Penalty: 4167.283691
	Iteration 19Q: 3 clusters Score -537825.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -537893.437500 Penalty: 4167.283691
	Iteration 20F: 3 clusters Score -537893.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -537955.625000 Penalty: 4167.283691
	Iteration 21Q: 3 clusters Score -537955.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -538007.812500 Penalty: 4167.283691
	Iteration 22Q: 3 clusters Score -538007.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -538067.750000 Penalty: 4167.283691
	Iteration 23Q: 3 clusters Score -538067.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -538108.250000 Penalty: 4167.283691
	Iteration 24Q: 3 clusters Score -538108.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -538140.187500 Penalty: 4167.283691
	Iteration 25Q: 3 clusters Score -538140.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -538178.125000 Penalty: 4167.283691
	Iteration 26Q: 3 clusters Score -538178.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -538221.750000 Penalty: 4167.283691
	Iteration 27Q: 3 clusters Score -538221.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -538265.687500 Penalty: 4167.283691
	Iteration 28Q: 3 clusters Score -538265.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -538302.562500 Penalty: 4167.283691
	Iteration 29Q: 3 clusters Score -538302.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -538322.750000 Penalty: 4167.283691
	Iteration 30Q: 3 clusters Score -538322.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -538334.187500 Penalty: 4167.283691
	Iteration 31Q: 3 clusters Score -538334.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -538342.687500 Penalty: 4167.283691
	Iteration 32Q: 3 clusters Score -538342.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -538359.687500 Penalty: 4167.283691
	Iteration 33Q: 3 clusters Score -538359.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -538377.187500 Penalty: 4167.283691
	Iteration 34Q: 3 clusters Score -538377.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -538399.687500 Penalty: 4167.283691
	Iteration 35Q: 3 clusters Score -538399.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -538421.500000 Penalty: 4167.283691
	Iteration 36Q: 3 clusters Score -538421.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -538435.312500 Penalty: 4167.283691
	Iteration 37Q: 3 clusters Score -538435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -538447.437500 Penalty: 4167.283691
	Iteration 38Q: 3 clusters Score -538447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -538456.750000 Penalty: 4167.283691
	Iteration 39Q: 3 clusters Score -538456.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -538469.062500 Penalty: 4167.283691
	Iteration 40F: 3 clusters Score -538469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -538476.562500 Penalty: 4167.283691
	Iteration 41Q: 3 clusters Score -538476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -538477.250000 Penalty: 4167.283691
	Iteration 42Q: 3 clusters Score -538477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -538478.187500 Penalty: 4167.283691
	Iteration 43Q: 3 clusters Score -538478.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -538481.062500 Penalty: 4167.283691
	Iteration 44Q: 3 clusters Score -538481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -538483.000000 Penalty: 4167.283691
	Iteration 45Q: 3 clusters Score -538483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -538485.000000 Penalty: 4167.283691
	Iteration 46Q: 3 clusters Score -538485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -538486.437500 Penalty: 4167.283691
	Iteration 47Q: 3 clusters Score -538486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -538488.562500 Penalty: 4167.283691
	Iteration 48Q: 3 clusters Score -538488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -538488.687500 Penalty: 4167.283691
	Iteration 49Q: 3 clusters Score -538488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -538489.375000 Penalty: 4167.283691
	Iteration 50Q: 3 clusters Score -538489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -538489.375000 Penalty: 4167.283691
	Iteration 51F: 3 clusters Score -538489.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -162530.093750 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -162530.1 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 659 members 
Entering Unmasked Estep 
Score: -160342.531250 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -160342.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -160660.281250 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -160660.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -160730.890625 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -160730.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -160763.234375 Penalty: 3578.029053
	Iteration 3Q: 3 clusters Score -160763.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -160782.828125 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -160782.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -160800.015625 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -160800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -160809.656250 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -160809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160818.109375 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -160818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -160825.890625 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -160825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160836.890625 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -160836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160844.312500 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -160844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160845.781250 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -160845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160847.062500 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -160847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160848.593750 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -160848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -160849.687500 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -160849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160852.078125 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -160852.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -160857.484375 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -160857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160866.890625 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -160866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160871.484375 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -160871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160880.531250 Penalty: 3578.029053
	Iteration 19Q: 3 clusters Score -160880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160889.750000 Penalty: 3578.029053
	Iteration 20F: 3 clusters Score -160889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160893.484375 Penalty: 3578.029053
	Iteration 21Q: 3 clusters Score -160893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -160895.796875 Penalty: 3578.029053
	Iteration 22Q: 3 clusters Score -160895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160898.671875 Penalty: 3578.029053
	Iteration 23Q: 3 clusters Score -160898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -160899.437500 Penalty: 3578.029053
	Iteration 24Q: 3 clusters Score -160899.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160899.781250 Penalty: 3578.029053
	Iteration 25Q: 3 clusters Score -160899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -160899.781250 Penalty: 3578.029053
	Iteration 26F: 3 clusters Score -160899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -562650.187500 Penalty: 2105.424805
	Iteration 0F: 2 clusters Score -562650.2 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 2516 members 
Entering Unmasked Estep 
Score: -558193.500000 Penalty: 4210.849609
	Iteration 0F: 3 clusters Score -558193.5 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -559443.500000 Penalty: 4210.849609
	Iteration 1F: 3 clusters Score -559443.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -559735.500000 Penalty: 4210.849609
	Iteration 2F: 3 clusters Score -559735.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -559952.812500 Penalty: 4210.849609
	Iteration 3F: 3 clusters Score -559952.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -560081.250000 Penalty: 4210.849609
	Iteration 4Q: 3 clusters Score -560081.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -560161.312500 Penalty: 4210.849609
	Iteration 5Q: 3 clusters Score -560161.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -560237.625000 Penalty: 4210.849609
	Iteration 6Q: 3 clusters Score -560237.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -560305.250000 Penalty: 4210.849609
	Iteration 7Q: 3 clusters Score -560305.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -560363.125000 Penalty: 4210.849609
	Iteration 8Q: 3 clusters Score -560363.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -560410.750000 Penalty: 4210.849609
	Iteration 9Q: 3 clusters Score -560410.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -560451.000000 Penalty: 4210.849609
	Iteration 10Q: 3 clusters Score -560451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -560484.125000 Penalty: 4210.849609
	Iteration 11Q: 3 clusters Score -560484.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -560509.125000 Penalty: 4210.849609
	Iteration 12Q: 3 clusters Score -560509.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -560531.687500 Penalty: 4210.849609
	Iteration 13Q: 3 clusters Score -560531.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -560553.687500 Penalty: 4210.849609
	Iteration 14Q: 3 clusters Score -560553.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -560566.937500 Penalty: 4210.849609
	Iteration 15Q: 3 clusters Score -560566.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -560583.750000 Penalty: 4210.849609
	Iteration 16Q: 3 clusters Score -560583.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -560600.625000 Penalty: 4210.849609
	Iteration 17Q: 3 clusters Score -560600.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -560618.812500 Penalty: 4210.849609
	Iteration 18Q: 3 clusters Score -560618.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -560632.625000 Penalty: 4210.849609
	Iteration 19Q: 3 clusters Score -560632.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -560647.062500 Penalty: 4210.849609
	Iteration 20F: 3 clusters Score -560647.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -560659.562500 Penalty: 4210.849609
	Iteration 21Q: 3 clusters Score -560659.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -560668.937500 Penalty: 4210.849609
	Iteration 22Q: 3 clusters Score -560668.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -560678.812500 Penalty: 4210.849609
	Iteration 23Q: 3 clusters Score -560678.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -560685.875000 Penalty: 4210.849609
	Iteration 24Q: 3 clusters Score -560685.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -560694.937500 Penalty: 4210.849609
	Iteration 25Q: 3 clusters Score -560694.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -560707.000000 Penalty: 4210.849609
	Iteration 26Q: 3 clusters Score -560707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -560720.437500 Penalty: 4210.849609
	Iteration 27Q: 3 clusters Score -560720.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -560730.875000 Penalty: 4210.849609
	Iteration 28Q: 3 clusters Score -560730.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -560740.562500 Penalty: 4210.849609
	Iteration 29Q: 3 clusters Score -560740.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -560748.250000 Penalty: 4210.849609
	Iteration 30Q: 3 clusters Score -560748.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -560758.062500 Penalty: 4210.849609
	Iteration 31Q: 3 clusters Score -560758.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -560768.187500 Penalty: 4210.849609
	Iteration 32Q: 3 clusters Score -560768.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -560777.625000 Penalty: 4210.849609
	Iteration 33Q: 3 clusters Score -560777.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -560787.437500 Penalty: 4210.849609
	Iteration 34Q: 3 clusters Score -560787.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -560798.125000 Penalty: 4210.849609
	Iteration 35Q: 3 clusters Score -560798.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -560811.937500 Penalty: 4210.849609
	Iteration 36Q: 3 clusters Score -560811.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -560820.937500 Penalty: 4210.849609
	Iteration 37Q: 3 clusters Score -560820.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -560828.312500 Penalty: 4210.849609
	Iteration 38Q: 3 clusters Score -560828.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -560844.562500 Penalty: 4210.849609
	Iteration 39Q: 3 clusters Score -560844.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -560854.187500 Penalty: 4210.849609
	Iteration 40F: 3 clusters Score -560854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -560860.562500 Penalty: 4210.849609
	Iteration 41Q: 3 clusters Score -560860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -560865.500000 Penalty: 4210.849609
	Iteration 42Q: 3 clusters Score -560865.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -560871.750000 Penalty: 4210.849609
	Iteration 43Q: 3 clusters Score -560871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -560878.687500 Penalty: 4210.849609
	Iteration 44Q: 3 clusters Score -560878.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -560883.937500 Penalty: 4210.849609
	Iteration 45Q: 3 clusters Score -560883.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -560890.437500 Penalty: 4210.849609
	Iteration 46Q: 3 clusters Score -560890.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -560894.562500 Penalty: 4210.849609
	Iteration 47Q: 3 clusters Score -560894.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -560897.437500 Penalty: 4210.849609
	Iteration 48Q: 3 clusters Score -560897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -560901.000000 Penalty: 4210.849609
	Iteration 49Q: 3 clusters Score -560901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -560904.875000 Penalty: 4210.849609
	Iteration 50Q: 3 clusters Score -560904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -560909.937500 Penalty: 4210.849609
	Iteration 51Q: 3 clusters Score -560909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -560910.687500 Penalty: 4210.849609
	Iteration 52Q: 3 clusters Score -560910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -560910.687500 Penalty: 4210.849609
	Iteration 53Q: 3 clusters Score -560910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -560911.937500 Penalty: 4210.849609
	Iteration 54Q: 3 clusters Score -560911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -560915.000000 Penalty: 4210.849609
	Iteration 55Q: 3 clusters Score -560915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -560917.500000 Penalty: 4210.849609
	Iteration 56Q: 3 clusters Score -560917.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -560920.562500 Penalty: 4210.849609
	Iteration 57Q: 3 clusters Score -560920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -560925.000000 Penalty: 4210.849609
	Iteration 58Q: 3 clusters Score -560925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -560928.687500 Penalty: 4210.849609
	Iteration 59Q: 3 clusters Score -560928.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -560930.375000 Penalty: 4210.849609
	Iteration 60F: 3 clusters Score -560930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -560933.000000 Penalty: 4210.849609
	Iteration 61Q: 3 clusters Score -560933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -560933.062500 Penalty: 4210.849609
	Iteration 62Q: 3 clusters Score -560933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -560934.375000 Penalty: 4210.849609
	Iteration 63Q: 3 clusters Score -560934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -560933.750000 Penalty: 4210.849609
	Iteration 64Q: 3 clusters Score -560933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -560936.250000 Penalty: 4210.849609
	Iteration 65Q: 3 clusters Score -560936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -560936.875000 Penalty: 4210.849609
	Iteration 66Q: 3 clusters Score -560936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -560937.687500 Penalty: 4210.849609
	Iteration 67Q: 3 clusters Score -560937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -560938.500000 Penalty: 4210.849609
	Iteration 68Q: 3 clusters Score -560938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -560938.062500 Penalty: 4210.849609
	Iteration 69Q: 3 clusters Score -560938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -560938.125000 Penalty: 4210.849609
	Iteration 70Q: 3 clusters Score -560938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -560938.125000 Penalty: 4210.849609
	Iteration 71F: 3 clusters Score -560938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Entering Unmasked Estep 
Score: -13233664.000000 Penalty: 2871.177002
	Iteration 0F: 2 clusters Score -1.323366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -13162168.000000 Penalty: 5742.354004
	Iteration 0F: 3 clusters Score -1.316217e+07 nChanged 50631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -13190969.000000 Penalty: 5742.354004
	Iteration 1F: 3 clusters Score -1.319097e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -13192055.000000 Penalty: 5742.354004
	Iteration 2Q: 3 clusters Score -1.319206e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -13193574.000000 Penalty: 5742.354004
	Iteration 3Q: 3 clusters Score -1.319357e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -13195934.000000 Penalty: 5742.354004
	Iteration 4Q: 3 clusters Score -1.319593e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -13199584.000000 Penalty: 5742.354004
	Iteration 5F: 3 clusters Score -1.319958e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -13204718.000000 Penalty: 5742.354004
	Iteration 6F: 3 clusters Score -1.320472e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -13210845.000000 Penalty: 5742.354004
	Iteration 7F: 3 clusters Score -1.321084e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -13216943.000000 Penalty: 5742.354004
	Iteration 8F: 3 clusters Score -1.321694e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -13222001.000000 Penalty: 5742.354004
	Iteration 9F: 3 clusters Score -1.3222e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 98853 members 
Entering Unmasked Estep 
Score: -13225629.000000 Penalty: 5742.354004
	Iteration 10Q: 3 clusters Score -1.322563e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -13227893.000000 Penalty: 5742.354004
	Iteration 11Q: 3 clusters Score -1.322789e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
Score: -13229211.000000 Penalty: 5742.354004
	Iteration 12Q: 3 clusters Score -1.322921e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -13230082.000000 Penalty: 5742.354004
	Iteration 13Q: 3 clusters Score -1.323008e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -13230472.000000 Penalty: 5742.354004
	Iteration 14Q: 3 clusters Score -1.323047e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -13230738.000000 Penalty: 5742.354004
	Iteration 15Q: 3 clusters Score -1.323074e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -13230855.000000 Penalty: 5742.354004
	Iteration 16Q: 3 clusters Score -1.323086e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -13230935.000000 Penalty: 5742.354004
	Iteration 17Q: 3 clusters Score -1.323094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -13230985.000000 Penalty: 5742.354004
	Iteration 18Q: 3 clusters Score -1.323098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 105989 members 
Entering Unmasked Estep 
Score: -13231030.000000 Penalty: 5742.354004
	Iteration 19Q: 3 clusters Score -1.323103e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -13231074.000000 Penalty: 5742.354004
	Iteration 20F: 3 clusters Score -1.323107e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -13231117.000000 Penalty: 5742.354004
	Iteration 21Q: 3 clusters Score -1.323112e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 106077 members 
Entering Unmasked Estep 
Score: -13231150.000000 Penalty: 5742.354004
	Iteration 22Q: 3 clusters Score -1.323115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -13231159.000000 Penalty: 5742.354004
	Iteration 23Q: 3 clusters Score -1.323116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -13231174.000000 Penalty: 5742.354004
	Iteration 24Q: 3 clusters Score -1.323117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -13231182.000000 Penalty: 5742.354004
	Iteration 25Q: 3 clusters Score -1.323118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -13231195.000000 Penalty: 5742.354004
	Iteration 26Q: 3 clusters Score -1.32312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -13231198.000000 Penalty: 5742.354004
	Iteration 27Q: 3 clusters Score -1.32312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -13231202.000000 Penalty: 5742.354004
	Iteration 28Q: 3 clusters Score -1.32312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -13231217.000000 Penalty: 5742.354004
	Iteration 29Q: 3 clusters Score -1.323122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -13231216.000000 Penalty: 5742.354004
	Iteration 30Q: 3 clusters Score -1.323122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -13231216.000000 Penalty: 5742.354004
	Iteration 31F: 3 clusters Score -1.323122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158499 members 
Entering Unmasked Estep 
Score: -19524438.000000 Penalty: 2969.428711
	Iteration 0F: 2 clusters Score -1.952444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -19418902.000000 Penalty: 5938.857422
	Iteration 0F: 3 clusters Score -1.94189e+07 nChanged 76198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -19463700.000000 Penalty: 5938.857422
	Iteration 1F: 3 clusters Score -1.94637e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -19466220.000000 Penalty: 5938.857422
	Iteration 2Q: 3 clusters Score -1.946622e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102391 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -19471182.000000 Penalty: 5938.857422
	Iteration 3F: 3 clusters Score -1.947118e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114370 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -19480296.000000 Penalty: 5938.857422
	Iteration 4F: 3 clusters Score -1.94803e+07 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129029 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -19494062.000000 Penalty: 5938.857422
	Iteration 5F: 3 clusters Score -1.949406e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -19508594.000000 Penalty: 5938.857422
	Iteration 6F: 3 clusters Score -1.950859e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -19517358.000000 Penalty: 5938.857422
	Iteration 7F: 3 clusters Score -1.951736e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -19520786.000000 Penalty: 5938.857422
	Iteration 8Q: 3 clusters Score -1.952079e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19522016.000000 Penalty: 5938.857422
	Iteration 9Q: 3 clusters Score -1.952202e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -19522486.000000 Penalty: 5938.857422
	Iteration 10Q: 3 clusters Score -1.952249e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19522696.000000 Penalty: 5938.857422
	Iteration 11Q: 3 clusters Score -1.95227e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19522796.000000 Penalty: 5938.857422
	Iteration 12Q: 3 clusters Score -1.95228e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19522890.000000 Penalty: 5938.857422
	Iteration 13Q: 3 clusters Score -1.952289e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19522910.000000 Penalty: 5938.857422
	Iteration 14Q: 3 clusters Score -1.952291e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19522964.000000 Penalty: 5938.857422
	Iteration 15Q: 3 clusters Score -1.952296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19523014.000000 Penalty: 5938.857422
	Iteration 16Q: 3 clusters Score -1.952301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19523026.000000 Penalty: 5938.857422
	Iteration 17Q: 3 clusters Score -1.952303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19523034.000000 Penalty: 5938.857422
	Iteration 18Q: 3 clusters Score -1.952303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19523028.000000 Penalty: 5938.857422
	Iteration 19Q: 3 clusters Score -1.952303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19523044.000000 Penalty: 5938.857422
	Iteration 20F: 3 clusters Score -1.952304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -19523066.000000 Penalty: 5938.857422
	Iteration 21Q: 3 clusters Score -1.952307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19523082.000000 Penalty: 5938.857422
	Iteration 22Q: 3 clusters Score -1.952308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19523086.000000 Penalty: 5938.857422
	Iteration 23Q: 3 clusters Score -1.952309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19523068.000000 Penalty: 5938.857422
	Iteration 24Q: 3 clusters Score -1.952307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19523080.000000 Penalty: 5938.857422
	Iteration 25Q: 3 clusters Score -1.952308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19523088.000000 Penalty: 5938.857422
	Iteration 26Q: 3 clusters Score -1.952309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19523098.000000 Penalty: 5938.857422
	Iteration 27Q: 3 clusters Score -1.95231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19523072.000000 Penalty: 5938.857422
	Iteration 28Q: 3 clusters Score -1.952307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19523096.000000 Penalty: 5938.857422
	Iteration 29Q: 3 clusters Score -1.95231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19523100.000000 Penalty: 5938.857422
	Iteration 30Q: 3 clusters Score -1.95231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157343 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19523100.000000 Penalty: 5938.857422
	Iteration 31Q: 3 clusters Score -1.95231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19523106.000000 Penalty: 5938.857422
	Iteration 32Q: 3 clusters Score -1.952311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19523112.000000 Penalty: 5938.857422
	Iteration 33Q: 3 clusters Score -1.952311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19523110.000000 Penalty: 5938.857422
	Iteration 34Q: 3 clusters Score -1.952311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157333 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -19523116.000000 Penalty: 5938.857422
	Iteration 35Q: 3 clusters Score -1.952312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19523128.000000 Penalty: 5938.857422
	Iteration 36Q: 3 clusters Score -1.952313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19523122.000000 Penalty: 5938.857422
	Iteration 37Q: 3 clusters Score -1.952312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19523122.000000 Penalty: 5938.857422
	Iteration 38F: 3 clusters Score -1.952312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -413220.218750 Penalty: 2002.975830
	Iteration 0F: 2 clusters Score -413220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -409788.187500 Penalty: 4005.951660
	Iteration 0F: 3 clusters Score -409788.2 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -410425.406250 Penalty: 4005.951660
	Iteration 1F: 3 clusters Score -410425.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -410565.281250 Penalty: 4005.951660
	Iteration 2F: 3 clusters Score -410565.3 nChanged 146
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: -410656.937500 Penalty: 4005.951660
	Iteration 3Q: 3 clusters Score -410656.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -410717.500000 Penalty: 4005.951660
	Iteration 4Q: 3 clusters Score -410717.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -410761.250000 Penalty: 4005.951660
	Iteration 5Q: 3 clusters Score -410761.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -410795.281250 Penalty: 4005.951660
	Iteration 6Q: 3 clusters Score -410795.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -410819.062500 Penalty: 4005.951660
	Iteration 7Q: 3 clusters Score -410819.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -410841.125000 Penalty: 4005.951660
	Iteration 8Q: 3 clusters Score -410841.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -410858.906250 Penalty: 4005.951660
	Iteration 9Q: 3 clusters Score -410858.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -410869.750000 Penalty: 4005.951660
	Iteration 10Q: 3 clusters Score -410869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -410876.125000 Penalty: 4005.951660
	Iteration 11Q: 3 clusters Score -410876.1 nChanged 11
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: -410883.000000 Penalty: 4005.951660
	Iteration 12Q: 3 clusters Score -410883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -410888.875000 Penalty: 4005.951660
	Iteration 13Q: 3 clusters Score -410888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -410894.437500 Penalty: 4005.951660
	Iteration 14Q: 3 clusters Score -410894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -410898.125000 Penalty: 4005.951660
	Iteration 15Q: 3 clusters Score -410898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -410901.781250 Penalty: 4005.951660
	Iteration 16Q: 3 clusters Score -410901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -410909.000000 Penalty: 4005.951660
	Iteration 17Q: 3 clusters Score -410909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -410913.937500 Penalty: 4005.951660
	Iteration 18Q: 3 clusters Score -410913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -410918.312500 Penalty: 4005.951660
	Iteration 19Q: 3 clusters Score -410918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -410921.687500 Penalty: 4005.951660
	Iteration 20F: 3 clusters Score -410921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -410925.750000 Penalty: 4005.951660
	Iteration 21Q: 3 clusters Score -410925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -410928.906250 Penalty: 4005.951660
	Iteration 22Q: 3 clusters Score -410928.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -410930.812500 Penalty: 4005.951660
	Iteration 23Q: 3 clusters Score -410930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -410934.093750 Penalty: 4005.951660
	Iteration 24Q: 3 clusters Score -410934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410935.281250 Penalty: 4005.951660
	Iteration 25Q: 3 clusters Score -410935.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410937.000000 Penalty: 4005.951660
	Iteration 26Q: 3 clusters Score -410937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410938.156250 Penalty: 4005.951660
	Iteration 27Q: 3 clusters Score -410938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -410937.781250 Penalty: 4005.951660
	Iteration 28Q: 3 clusters Score -410937.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410937.937500 Penalty: 4005.951660
	Iteration 29Q: 3 clusters Score -410937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -410938.500000 Penalty: 4005.951660
	Iteration 30Q: 3 clusters Score -410938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410938.906250 Penalty: 4005.951660
	Iteration 31Q: 3 clusters Score -410938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -410938.250000 Penalty: 4005.951660
	Iteration 32Q: 3 clusters Score -410938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410939.968750 Penalty: 4005.951660
	Iteration 33Q: 3 clusters Score -410940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410940.000000 Penalty: 4005.951660
	Iteration 34Q: 3 clusters Score -410940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -410940.750000 Penalty: 4005.951660
	Iteration 35Q: 3 clusters Score -410940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -410940.750000 Penalty: 4005.951660
	Iteration 36F: 3 clusters Score -410940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Entering Unmasked Estep 
Score: -11944555.000000 Penalty: 2844.667969
	Iteration 0F: 2 clusters Score -1.194456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -11880366.000000 Penalty: 5689.335938
	Iteration 0F: 3 clusters Score -1.188037e+07 nChanged 45233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -11906260.000000 Penalty: 5689.335938
	Iteration 1F: 3 clusters Score -1.190626e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -11907229.000000 Penalty: 5689.335938
	Iteration 2Q: 3 clusters Score -1.190723e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -11908422.000000 Penalty: 5689.335938
	Iteration 3Q: 3 clusters Score -1.190842e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -11910648.000000 Penalty: 5689.335938
	Iteration 4Q: 3 clusters Score -1.191065e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -11914486.000000 Penalty: 5689.335938
	Iteration 5F: 3 clusters Score -1.191449e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -11920639.000000 Penalty: 5689.335938
	Iteration 6F: 3 clusters Score -1.192064e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -11928678.000000 Penalty: 5689.335938
	Iteration 7F: 3 clusters Score -1.192868e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -11935829.000000 Penalty: 5689.335938
	Iteration 8F: 3 clusters Score -1.193583e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11939830.000000 Penalty: 5689.335938
	Iteration 9Q: 3 clusters Score -1.193983e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11941277.000000 Penalty: 5689.335938
	Iteration 10Q: 3 clusters Score -1.194128e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11941756.000000 Penalty: 5689.335938
	Iteration 11Q: 3 clusters Score -1.194176e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11941876.000000 Penalty: 5689.335938
	Iteration 12Q: 3 clusters Score -1.194188e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11941953.000000 Penalty: 5689.335938
	Iteration 13Q: 3 clusters Score -1.194195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11941997.000000 Penalty: 5689.335938
	Iteration 14Q: 3 clusters Score -1.1942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11942026.000000 Penalty: 5689.335938
	Iteration 15Q: 3 clusters Score -1.194203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95618 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11942048.000000 Penalty: 5689.335938
	Iteration 16Q: 3 clusters Score -1.194205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95620 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11942066.000000 Penalty: 5689.335938
	Iteration 17Q: 3 clusters Score -1.194207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95623 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -11942064.000000 Penalty: 5689.335938
	Iteration 18Q: 3 clusters Score -1.194206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11942078.000000 Penalty: 5689.335938
	Iteration 19Q: 3 clusters Score -1.194208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95629 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11942082.000000 Penalty: 5689.335938
	Iteration 20F: 3 clusters Score -1.194208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11942077.000000 Penalty: 5689.335938
	Iteration 21Q: 3 clusters Score -1.194208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11942085.000000 Penalty: 5689.335938
	Iteration 22Q: 3 clusters Score -1.194208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11942089.000000 Penalty: 5689.335938
	Iteration 23Q: 3 clusters Score -1.194209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11942098.000000 Penalty: 5689.335938
	Iteration 24Q: 3 clusters Score -1.19421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95636 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -11942102.000000 Penalty: 5689.335938
	Iteration 25Q: 3 clusters Score -1.19421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11942091.000000 Penalty: 5689.335938
	Iteration 26Q: 3 clusters Score -1.194209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11942091.000000 Penalty: 5689.335938
	Iteration 27F: 3 clusters Score -1.194209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (146460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146460 members 
Entering Unmasked Estep 
Score: -17926854.000000 Penalty: 2949.837891
	Iteration 0F: 2 clusters Score -1.792685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -17828752.000000 Penalty: 5899.675781
	Iteration 0F: 3 clusters Score -1.782875e+07 nChanged 70087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -17869180.000000 Penalty: 5899.675781
	Iteration 1F: 3 clusters Score -1.786918e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -17870260.000000 Penalty: 5899.675781
	Iteration 2Q: 3 clusters Score -1.787026e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -17871484.000000 Penalty: 5899.675781
	Iteration 3Q: 3 clusters Score -1.787148e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -17873276.000000 Penalty: 5899.675781
	Iteration 4Q: 3 clusters Score -1.787328e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 63308 members 
Entering Unmasked Estep 
Score: -17875886.000000 Penalty: 5899.675781
	Iteration 5Q: 3 clusters Score -1.787589e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -17879560.000000 Penalty: 5899.675781
	Iteration 6Q: 3 clusters Score -1.787956e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -17884260.000000 Penalty: 5899.675781
	Iteration 7F: 3 clusters Score -1.788426e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -17890368.000000 Penalty: 5899.675781
	Iteration 8F: 3 clusters Score -1.789037e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -17896792.000000 Penalty: 5899.675781
	Iteration 9F: 3 clusters Score -1.789679e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -17903376.000000 Penalty: 5899.675781
	Iteration 10F: 3 clusters Score -1.790338e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124008 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -17909330.000000 Penalty: 5899.675781
	Iteration 11F: 3 clusters Score -1.790933e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130207 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -17914122.000000 Penalty: 5899.675781
	Iteration 12Q: 3 clusters Score -1.791412e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -17917776.000000 Penalty: 5899.675781
	Iteration 13Q: 3 clusters Score -1.791778e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138542 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -17920174.000000 Penalty: 5899.675781
	Iteration 14Q: 3 clusters Score -1.792017e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140843 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -17921776.000000 Penalty: 5899.675781
	Iteration 15Q: 3 clusters Score -1.792178e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -17922706.000000 Penalty: 5899.675781
	Iteration 16Q: 3 clusters Score -1.792271e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17923306.000000 Penalty: 5899.675781
	Iteration 17Q: 3 clusters Score -1.792331e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -17923672.000000 Penalty: 5899.675781
	Iteration 18Q: 3 clusters Score -1.792367e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144365 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17923914.000000 Penalty: 5899.675781
	Iteration 19Q: 3 clusters Score -1.792391e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144601 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17924052.000000 Penalty: 5899.675781
	Iteration 20F: 3 clusters Score -1.792405e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17924154.000000 Penalty: 5899.675781
	Iteration 21Q: 3 clusters Score -1.792415e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17924228.000000 Penalty: 5899.675781
	Iteration 22Q: 3 clusters Score -1.792423e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144968 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -17924272.000000 Penalty: 5899.675781
	Iteration 23Q: 3 clusters Score -1.792427e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145032 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -17924296.000000 Penalty: 5899.675781
	Iteration 24Q: 3 clusters Score -1.79243e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -17924348.000000 Penalty: 5899.675781
	Iteration 25Q: 3 clusters Score -1.792435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17924364.000000 Penalty: 5899.675781
	Iteration 26Q: 3 clusters Score -1.792436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145138 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17924360.000000 Penalty: 5899.675781
	Iteration 27Q: 3 clusters Score -1.792436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145165 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17924368.000000 Penalty: 5899.675781
	Iteration 28Q: 3 clusters Score -1.792437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17924380.000000 Penalty: 5899.675781
	Iteration 29Q: 3 clusters Score -1.792438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -17924406.000000 Penalty: 5899.675781
	Iteration 30Q: 3 clusters Score -1.792441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145253 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17924426.000000 Penalty: 5899.675781
	Iteration 31Q: 3 clusters Score -1.792443e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17924434.000000 Penalty: 5899.675781
	Iteration 32Q: 3 clusters Score -1.792443e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145311 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -17924452.000000 Penalty: 5899.675781
	Iteration 33Q: 3 clusters Score -1.792445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145330 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17924454.000000 Penalty: 5899.675781
	Iteration 34Q: 3 clusters Score -1.792445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145342 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17924450.000000 Penalty: 5899.675781
	Iteration 35Q: 3 clusters Score -1.792445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145357 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17924460.000000 Penalty: 5899.675781
	Iteration 36Q: 3 clusters Score -1.792446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145363 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -17924484.000000 Penalty: 5899.675781
	Iteration 37Q: 3 clusters Score -1.792448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145369 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -17924492.000000 Penalty: 5899.675781
	Iteration 38Q: 3 clusters Score -1.792449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -17924502.000000 Penalty: 5899.675781
	Iteration 39Q: 3 clusters Score -1.79245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145375 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -17924506.000000 Penalty: 5899.675781
	Iteration 40F: 3 clusters Score -1.792451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145379 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -17924506.000000 Penalty: 5899.675781
	Iteration 41Q: 3 clusters Score -1.792451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -17924502.000000 Penalty: 5899.675781
	Iteration 42Q: 3 clusters Score -1.79245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17924504.000000 Penalty: 5899.675781
	Iteration 43Q: 3 clusters Score -1.79245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145394 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -17924512.000000 Penalty: 5899.675781
	Iteration 44Q: 3 clusters Score -1.792451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -17924492.000000 Penalty: 5899.675781
	Iteration 45Q: 3 clusters Score -1.792449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145408 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17924508.000000 Penalty: 5899.675781
	Iteration 46Q: 3 clusters Score -1.792451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -17924514.000000 Penalty: 5899.675781
	Iteration 47Q: 3 clusters Score -1.792451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -17924514.000000 Penalty: 5899.675781
	Iteration 48Q: 3 clusters Score -1.792451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -17924524.000000 Penalty: 5899.675781
	Iteration 49Q: 3 clusters Score -1.792452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145438 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -17924522.000000 Penalty: 5899.675781
	Iteration 50Q: 3 clusters Score -1.792452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145443 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -17924522.000000 Penalty: 5899.675781
	Iteration 51Q: 3 clusters Score -1.792452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -17924512.000000 Penalty: 5899.675781
	Iteration 52Q: 3 clusters Score -1.792451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145445 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -17924516.000000 Penalty: 5899.675781
	Iteration 53Q: 3 clusters Score -1.792452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17924510.000000 Penalty: 5899.675781
	Iteration 54Q: 3 clusters Score -1.792451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17924514.000000 Penalty: 5899.675781
	Iteration 55Q: 3 clusters Score -1.792451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17924518.000000 Penalty: 5899.675781
	Iteration 56Q: 3 clusters Score -1.792452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -17924522.000000 Penalty: 5899.675781
	Iteration 57Q: 3 clusters Score -1.792452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17924516.000000 Penalty: 5899.675781
	Iteration 58Q: 3 clusters Score -1.792452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145462 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17924530.000000 Penalty: 5899.675781
	Iteration 59Q: 3 clusters Score -1.792453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145465 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17924526.000000 Penalty: 5899.675781
	Iteration 60F: 3 clusters Score -1.792453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145470 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -17924532.000000 Penalty: 5899.675781
	Iteration 61Q: 3 clusters Score -1.792453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -17924534.000000 Penalty: 5899.675781
	Iteration 62Q: 3 clusters Score -1.792453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145474 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17924518.000000 Penalty: 5899.675781
	Iteration 63Q: 3 clusters Score -1.792452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -17924520.000000 Penalty: 5899.675781
	Iteration 64Q: 3 clusters Score -1.792452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145478 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -17924516.000000 Penalty: 5899.675781
	Iteration 65Q: 3 clusters Score -1.792452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145482 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -17924518.000000 Penalty: 5899.675781
	Iteration 66Q: 3 clusters Score -1.792452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -17924520.000000 Penalty: 5899.675781
	Iteration 67Q: 3 clusters Score -1.792452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -17924528.000000 Penalty: 5899.675781
	Iteration 68Q: 3 clusters Score -1.792453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145489 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17924528.000000 Penalty: 5899.675781
	Iteration 69Q: 3 clusters Score -1.792453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -17924534.000000 Penalty: 5899.675781
	Iteration 70Q: 3 clusters Score -1.792453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145490 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -17924534.000000 Penalty: 5899.675781
	Iteration 71F: 3 clusters Score -1.792453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -852207.625000 Penalty: 2205.674072
	Iteration 0F: 2 clusters Score -852207.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -846273.000000 Penalty: 4411.348145
	Iteration 0F: 3 clusters Score -846273 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -847872.875000 Penalty: 4411.348145
	Iteration 1F: 3 clusters Score -847872.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -848126.625000 Penalty: 4411.348145
	Iteration 2F: 3 clusters Score -848126.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -848353.125000 Penalty: 4411.348145
	Iteration 3F: 3 clusters Score -848353.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -848563.062500 Penalty: 4411.348145
	Iteration 4Q: 3 clusters Score -848563.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -848760.125000 Penalty: 4411.348145
	Iteration 5Q: 3 clusters Score -848760.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -848972.562500 Penalty: 4411.348145
	Iteration 6Q: 3 clusters Score -848972.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -849253.312500 Penalty: 4411.348145
	Iteration 7Q: 3 clusters Score -849253.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -849564.500000 Penalty: 4411.348145
	Iteration 8Q: 3 clusters Score -849564.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -849850.312500 Penalty: 4411.348145
	Iteration 9Q: 3 clusters Score -849850.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -850096.562500 Penalty: 4411.348145
	Iteration 10Q: 3 clusters Score -850096.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -850323.187500 Penalty: 4411.348145
	Iteration 11Q: 3 clusters Score -850323.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -850517.500000 Penalty: 4411.348145
	Iteration 12Q: 3 clusters Score -850517.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -850666.687500 Penalty: 4411.348145
	Iteration 13Q: 3 clusters Score -850666.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -850770.750000 Penalty: 4411.348145
	Iteration 14Q: 3 clusters Score -850770.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -850840.062500 Penalty: 4411.348145
	Iteration 15Q: 3 clusters Score -850840.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -850881.937500 Penalty: 4411.348145
	Iteration 16Q: 3 clusters Score -850881.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -850910.187500 Penalty: 4411.348145
	Iteration 17Q: 3 clusters Score -850910.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -850939.625000 Penalty: 4411.348145
	Iteration 18Q: 3 clusters Score -850939.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -850959.375000 Penalty: 4411.348145
	Iteration 19Q: 3 clusters Score -850959.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -850976.937500 Penalty: 4411.348145
	Iteration 20F: 3 clusters Score -850976.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -850986.187500 Penalty: 4411.348145
	Iteration 21Q: 3 clusters Score -850986.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -850997.750000 Penalty: 4411.348145
	Iteration 22Q: 3 clusters Score -850997.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -851003.437500 Penalty: 4411.348145
	Iteration 23Q: 3 clusters Score -851003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -851010.125000 Penalty: 4411.348145
	Iteration 24Q: 3 clusters Score -851010.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -851014.500000 Penalty: 4411.348145
	Iteration 25Q: 3 clusters Score -851014.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -851019.437500 Penalty: 4411.348145
	Iteration 26Q: 3 clusters Score -851019.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -851024.250000 Penalty: 4411.348145
	Iteration 27Q: 3 clusters Score -851024.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -851027.187500 Penalty: 4411.348145
	Iteration 28Q: 3 clusters Score -851027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -851028.625000 Penalty: 4411.348145
	Iteration 29Q: 3 clusters Score -851028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -851028.312500 Penalty: 4411.348145
	Iteration 30Q: 3 clusters Score -851028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -851028.937500 Penalty: 4411.348145
	Iteration 31Q: 3 clusters Score -851028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -851028.000000 Penalty: 4411.348145
	Iteration 32Q: 3 clusters Score -851028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -851028.625000 Penalty: 4411.348145
	Iteration 33Q: 3 clusters Score -851028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -851028.625000 Penalty: 4411.348145
	Iteration 34F: 3 clusters Score -851028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148164 members 
Entering Unmasked Estep 
Score: -18388476.000000 Penalty: 2952.706787
	Iteration 0F: 2 clusters Score -1.838848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74275 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -18289720.000000 Penalty: 5905.413574
	Iteration 0F: 3 clusters Score -1.828972e+07 nChanged 70698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -18330614.000000 Penalty: 5905.413574
	Iteration 1F: 3 clusters Score -1.833061e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -18331896.000000 Penalty: 5905.413574
	Iteration 2Q: 3 clusters Score -1.83319e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -18333988.000000 Penalty: 5905.413574
	Iteration 3Q: 3 clusters Score -1.833399e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92165 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -18337578.000000 Penalty: 5905.413574
	Iteration 4F: 3 clusters Score -1.833758e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -18343568.000000 Penalty: 5905.413574
	Iteration 5F: 3 clusters Score -1.834357e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -18352980.000000 Penalty: 5905.413574
	Iteration 6F: 3 clusters Score -1.835298e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -18364498.000000 Penalty: 5905.413574
	Iteration 7F: 3 clusters Score -1.83645e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -18374308.000000 Penalty: 5905.413574
	Iteration 8F: 3 clusters Score -1.837431e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139582 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -18379990.000000 Penalty: 5905.413574
	Iteration 9Q: 3 clusters Score -1.837999e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142806 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -18382810.000000 Penalty: 5905.413574
	Iteration 10Q: 3 clusters Score -1.838281e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -18384138.000000 Penalty: 5905.413574
	Iteration 11Q: 3 clusters Score -1.838414e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145420 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -18384840.000000 Penalty: 5905.413574
	Iteration 12Q: 3 clusters Score -1.838484e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145963 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -18385154.000000 Penalty: 5905.413574
	Iteration 13Q: 3 clusters Score -1.838515e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146287 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -18385350.000000 Penalty: 5905.413574
	Iteration 14Q: 3 clusters Score -1.838535e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146498 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -18385494.000000 Penalty: 5905.413574
	Iteration 15Q: 3 clusters Score -1.838549e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -18385622.000000 Penalty: 5905.413574
	Iteration 16Q: 3 clusters Score -1.838562e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -18385716.000000 Penalty: 5905.413574
	Iteration 17Q: 3 clusters Score -1.838572e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -18385762.000000 Penalty: 5905.413574
	Iteration 18Q: 3 clusters Score -1.838576e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -18385836.000000 Penalty: 5905.413574
	Iteration 19Q: 3 clusters Score -1.838584e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146938 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -18385872.000000 Penalty: 5905.413574
	Iteration 20F: 3 clusters Score -1.838587e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18385900.000000 Penalty: 5905.413574
	Iteration 21Q: 3 clusters Score -1.83859e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147013 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -18385940.000000 Penalty: 5905.413574
	Iteration 22Q: 3 clusters Score -1.838594e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147033 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -18385962.000000 Penalty: 5905.413574
	Iteration 23Q: 3 clusters Score -1.838596e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18386012.000000 Penalty: 5905.413574
	Iteration 24Q: 3 clusters Score -1.838601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147078 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18386036.000000 Penalty: 5905.413574
	Iteration 25Q: 3 clusters Score -1.838604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18386068.000000 Penalty: 5905.413574
	Iteration 26Q: 3 clusters Score -1.838607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18386078.000000 Penalty: 5905.413574
	Iteration 27Q: 3 clusters Score -1.838608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147111 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18386068.000000 Penalty: 5905.413574
	Iteration 28Q: 3 clusters Score -1.838607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147111 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18386088.000000 Penalty: 5905.413574
	Iteration 29Q: 3 clusters Score -1.838609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18386110.000000 Penalty: 5905.413574
	Iteration 30Q: 3 clusters Score -1.838611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -18386126.000000 Penalty: 5905.413574
	Iteration 31Q: 3 clusters Score -1.838613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18386120.000000 Penalty: 5905.413574
	Iteration 32Q: 3 clusters Score -1.838612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18386100.000000 Penalty: 5905.413574
	Iteration 33Q: 3 clusters Score -1.83861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -18386106.000000 Penalty: 5905.413574
	Iteration 34Q: 3 clusters Score -1.838611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -18386104.000000 Penalty: 5905.413574
	Iteration 35Q: 3 clusters Score -1.83861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -18386118.000000 Penalty: 5905.413574
	Iteration 36Q: 3 clusters Score -1.838612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -18386126.000000 Penalty: 5905.413574
	Iteration 37Q: 3 clusters Score -1.838613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18386124.000000 Penalty: 5905.413574
	Iteration 38Q: 3 clusters Score -1.838612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -18386138.000000 Penalty: 5905.413574
	Iteration 39Q: 3 clusters Score -1.838614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18386140.000000 Penalty: 5905.413574
	Iteration 40F: 3 clusters Score -1.838614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18386152.000000 Penalty: 5905.413574
	Iteration 41Q: 3 clusters Score -1.838615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147123 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -18386166.000000 Penalty: 5905.413574
	Iteration 42Q: 3 clusters Score -1.838617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18386162.000000 Penalty: 5905.413574
	Iteration 43Q: 3 clusters Score -1.838616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -18386162.000000 Penalty: 5905.413574
	Iteration 44Q: 3 clusters Score -1.838616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -18386166.000000 Penalty: 5905.413574
	Iteration 45Q: 3 clusters Score -1.838617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18386160.000000 Penalty: 5905.413574
	Iteration 46Q: 3 clusters Score -1.838616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -18386150.000000 Penalty: 5905.413574
	Iteration 47Q: 3 clusters Score -1.838615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -18386162.000000 Penalty: 5905.413574
	Iteration 48Q: 3 clusters Score -1.838616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18386166.000000 Penalty: 5905.413574
	Iteration 49Q: 3 clusters Score -1.838617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -18386154.000000 Penalty: 5905.413574
	Iteration 50Q: 3 clusters Score -1.838615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18386160.000000 Penalty: 5905.413574
	Iteration 51Q: 3 clusters Score -1.838616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18386170.000000 Penalty: 5905.413574
	Iteration 52Q: 3 clusters Score -1.838617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18386168.000000 Penalty: 5905.413574
	Iteration 53Q: 3 clusters Score -1.838617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18386168.000000 Penalty: 5905.413574
	Iteration 54Q: 3 clusters Score -1.838617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18386162.000000 Penalty: 5905.413574
	Iteration 55Q: 3 clusters Score -1.838616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18386156.000000 Penalty: 5905.413574
	Iteration 56Q: 3 clusters Score -1.838616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18386154.000000 Penalty: 5905.413574
	Iteration 57Q: 3 clusters Score -1.838615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18386160.000000 Penalty: 5905.413574
	Iteration 58Q: 3 clusters Score -1.838616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18386158.000000 Penalty: 5905.413574
	Iteration 59Q: 3 clusters Score -1.838616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18386158.000000 Penalty: 5905.413574
	Iteration 60F: 3 clusters Score -1.838616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205618 members 
Entering Unmasked Estep 
Score: -25147258.000000 Penalty: 3033.976318
	Iteration 0F: 2 clusters Score -2.514726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -25013632.000000 Penalty: 6067.952637
	Iteration 0F: 3 clusters Score -2.501363e+07 nChanged 98896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -25070410.000000 Penalty: 6067.952637
	Iteration 1F: 3 clusters Score -2.507041e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102373 members 
Mstep: Class 2 contains 103245 members 
Entering Unmasked Estep 
Score: -25071530.000000 Penalty: 6067.952637
	Iteration 2Q: 3 clusters Score -2.507153e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -25072876.000000 Penalty: 6067.952637
	Iteration 3Q: 3 clusters Score -2.507288e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -25075114.000000 Penalty: 6067.952637
	Iteration 4Q: 3 clusters Score -2.507511e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 105129 members 
Entering Unmasked Estep 
Score: -25078454.000000 Penalty: 6067.952637
	Iteration 5Q: 3 clusters Score -2.507845e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -25083742.000000 Penalty: 6067.952637
	Iteration 6Q: 3 clusters Score -2.508374e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -25090836.000000 Penalty: 6067.952637
	Iteration 7F: 3 clusters Score -2.509084e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
Score: -25100030.000000 Penalty: 6067.952637
	Iteration 8F: 3 clusters Score -2.510003e+07 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -25110072.000000 Penalty: 6067.952637
	Iteration 9F: 3 clusters Score -2.511007e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 131021 members 
Entering Unmasked Estep 
Score: -25119374.000000 Penalty: 6067.952637
	Iteration 10F: 3 clusters Score -2.511937e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -25125142.000000 Penalty: 6067.952637
	Iteration 11Q: 3 clusters Score -2.512514e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 140374 members 
Entering Unmasked Estep 
Score: -25128422.000000 Penalty: 6067.952637
	Iteration 12Q: 3 clusters Score -2.512842e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 144225 members 
Entering Unmasked Estep 
Score: -25130474.000000 Penalty: 6067.952637
	Iteration 13Q: 3 clusters Score -2.513047e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 148031 members 
Entering Unmasked Estep 
Score: -25132348.000000 Penalty: 6067.952637
	Iteration 14Q: 3 clusters Score -2.513235e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 151717 members 
Entering Unmasked Estep 
Score: -25134136.000000 Penalty: 6067.952637
	Iteration 15Q: 3 clusters Score -2.513414e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 155415 members 
Entering Unmasked Estep 
Score: -25135756.000000 Penalty: 6067.952637
	Iteration 16Q: 3 clusters Score -2.513576e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 159108 members 
Entering Unmasked Estep 
Score: -25137070.000000 Penalty: 6067.952637
	Iteration 17Q: 3 clusters Score -2.513707e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 162887 members 
Entering Unmasked Estep 
Score: -25138600.000000 Penalty: 6067.952637
	Iteration 18Q: 3 clusters Score -2.51386e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -25139734.000000 Penalty: 6067.952637
	Iteration 19Q: 3 clusters Score -2.513973e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -25140838.000000 Penalty: 6067.952637
	Iteration 20F: 3 clusters Score -2.514084e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 174158 members 
Entering Unmasked Estep 
Score: -25141988.000000 Penalty: 6067.952637
	Iteration 21Q: 3 clusters Score -2.514199e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -25142774.000000 Penalty: 6067.952637
	Iteration 22Q: 3 clusters Score -2.514277e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 181064 members 
Entering Unmasked Estep 
Score: -25143458.000000 Penalty: 6067.952637
	Iteration 23Q: 3 clusters Score -2.514346e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 184216 members 
Entering Unmasked Estep 
Score: -25144176.000000 Penalty: 6067.952637
	Iteration 24Q: 3 clusters Score -2.514418e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 187121 members 
Entering Unmasked Estep 
Score: -25144590.000000 Penalty: 6067.952637
	Iteration 25Q: 3 clusters Score -2.514459e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 189705 members 
Entering Unmasked Estep 
Score: -25145136.000000 Penalty: 6067.952637
	Iteration 26Q: 3 clusters Score -2.514514e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 192018 members 
Entering Unmasked Estep 
Score: -25145552.000000 Penalty: 6067.952637
	Iteration 27Q: 3 clusters Score -2.514555e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 193978 members 
Entering Unmasked Estep 
Score: -25146050.000000 Penalty: 6067.952637
	Iteration 28Q: 3 clusters Score -2.514605e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 195672 members 
Entering Unmasked Estep 
Score: -25146384.000000 Penalty: 6067.952637
	Iteration 29Q: 3 clusters Score -2.514638e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 197031 members 
Entering Unmasked Estep 
Score: -25146528.000000 Penalty: 6067.952637
	Iteration 30Q: 3 clusters Score -2.514653e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 198145 members 
Entering Unmasked Estep 
Score: -25146622.000000 Penalty: 6067.952637
	Iteration 31Q: 3 clusters Score -2.514662e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 199060 members 
Entering Unmasked Estep 
Score: -25146766.000000 Penalty: 6067.952637
	Iteration 32Q: 3 clusters Score -2.514677e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 199791 members 
Entering Unmasked Estep 
Score: -25146702.000000 Penalty: 6067.952637
	Iteration 33Q: 3 clusters Score -2.51467e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 200376 members 
Entering Unmasked Estep 
Score: -25146660.000000 Penalty: 6067.952637
	Iteration 34Q: 3 clusters Score -2.514666e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 200854 members 
Entering Unmasked Estep 
Score: -25146676.000000 Penalty: 6067.952637
	Iteration 35Q: 3 clusters Score -2.514668e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 201261 members 
Entering Unmasked Estep 
Score: -25146632.000000 Penalty: 6067.952637
	Iteration 36Q: 3 clusters Score -2.514663e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -25146610.000000 Penalty: 6067.952637
	Iteration 37Q: 3 clusters Score -2.514661e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 201818 members 
Entering Unmasked Estep 
Score: -25146638.000000 Penalty: 6067.952637
	Iteration 38Q: 3 clusters Score -2.514664e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 202014 members 
Entering Unmasked Estep 
Score: -25146572.000000 Penalty: 6067.952637
	Iteration 39Q: 3 clusters Score -2.514657e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 202151 members 
Entering Unmasked Estep 
Score: -25146580.000000 Penalty: 6067.952637
	Iteration 40F: 3 clusters Score -2.514658e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 202314 members 
Entering Unmasked Estep 
Score: -25146604.000000 Penalty: 6067.952637
	Iteration 41Q: 3 clusters Score -2.51466e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 202457 members 
Entering Unmasked Estep 
Score: -25146562.000000 Penalty: 6067.952637
	Iteration 42Q: 3 clusters Score -2.514656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 202574 members 
Entering Unmasked Estep 
Score: -25146554.000000 Penalty: 6067.952637
	Iteration 43Q: 3 clusters Score -2.514655e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 202655 members 
Entering Unmasked Estep 
Score: -25146532.000000 Penalty: 6067.952637
	Iteration 44Q: 3 clusters Score -2.514653e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 202724 members 
Entering Unmasked Estep 
Score: -25146518.000000 Penalty: 6067.952637
	Iteration 45Q: 3 clusters Score -2.514652e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 202771 members 
Entering Unmasked Estep 
Score: -25146504.000000 Penalty: 6067.952637
	Iteration 46Q: 3 clusters Score -2.51465e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 202806 members 
Entering Unmasked Estep 
Score: -25146546.000000 Penalty: 6067.952637
	Iteration 47Q: 3 clusters Score -2.514655e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 202838 members 
Entering Unmasked Estep 
Score: -25146510.000000 Penalty: 6067.952637
	Iteration 48Q: 3 clusters Score -2.514651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 202871 members 
Entering Unmasked Estep 
Score: -25146556.000000 Penalty: 6067.952637
	Iteration 49Q: 3 clusters Score -2.514656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 202895 members 
Entering Unmasked Estep 
Score: -25146544.000000 Penalty: 6067.952637
	Iteration 50Q: 3 clusters Score -2.514654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 202911 members 
Entering Unmasked Estep 
Score: -25146544.000000 Penalty: 6067.952637
	Iteration 51Q: 3 clusters Score -2.514654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 202919 members 
Entering Unmasked Estep 
Score: -25146544.000000 Penalty: 6067.952637
	Iteration 52Q: 3 clusters Score -2.514654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 202923 members 
Entering Unmasked Estep 
Score: -25146544.000000 Penalty: 6067.952637
	Iteration 53Q: 3 clusters Score -2.514654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 202930 members 
Entering Unmasked Estep 
Score: -25146518.000000 Penalty: 6067.952637
	Iteration 54Q: 3 clusters Score -2.514652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 202937 members 
Entering Unmasked Estep 
Score: -25146528.000000 Penalty: 6067.952637
	Iteration 55Q: 3 clusters Score -2.514653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 202942 members 
Entering Unmasked Estep 
Score: -25146530.000000 Penalty: 6067.952637
	Iteration 56Q: 3 clusters Score -2.514653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 202947 members 
Entering Unmasked Estep 
Score: -25146524.000000 Penalty: 6067.952637
	Iteration 57Q: 3 clusters Score -2.514652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 202954 members 
Entering Unmasked Estep 
Score: -25146518.000000 Penalty: 6067.952637
	Iteration 58Q: 3 clusters Score -2.514652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 202961 members 
Entering Unmasked Estep 
Score: -25146554.000000 Penalty: 6067.952637
	Iteration 59Q: 3 clusters Score -2.514655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 202967 members 
Entering Unmasked Estep 
Score: -25146542.000000 Penalty: 6067.952637
	Iteration 60F: 3 clusters Score -2.514654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 202972 members 
Entering Unmasked Estep 
Score: -25146542.000000 Penalty: 6067.952637
	Iteration 61Q: 3 clusters Score -2.514654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 202978 members 
Entering Unmasked Estep 
Score: -25146546.000000 Penalty: 6067.952637
	Iteration 62Q: 3 clusters Score -2.514655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 202984 members 
Entering Unmasked Estep 
Score: -25146534.000000 Penalty: 6067.952637
	Iteration 63Q: 3 clusters Score -2.514653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 202989 members 
Entering Unmasked Estep 
Score: -25146528.000000 Penalty: 6067.952637
	Iteration 64Q: 3 clusters Score -2.514653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 202994 members 
Entering Unmasked Estep 
Score: -25146536.000000 Penalty: 6067.952637
	Iteration 65Q: 3 clusters Score -2.514654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 202997 members 
Entering Unmasked Estep 
Score: -25146530.000000 Penalty: 6067.952637
	Iteration 66Q: 3 clusters Score -2.514653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 203001 members 
Entering Unmasked Estep 
Score: -25146526.000000 Penalty: 6067.952637
	Iteration 67Q: 3 clusters Score -2.514653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 203009 members 
Entering Unmasked Estep 
Score: -25146534.000000 Penalty: 6067.952637
	Iteration 68Q: 3 clusters Score -2.514653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 203016 members 
Entering Unmasked Estep 
Score: -25146532.000000 Penalty: 6067.952637
	Iteration 69Q: 3 clusters Score -2.514653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 203023 members 
Entering Unmasked Estep 
Score: -25146530.000000 Penalty: 6067.952637
	Iteration 70Q: 3 clusters Score -2.514653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 203029 members 
Entering Unmasked Estep 
Score: -25146526.000000 Penalty: 6067.952637
	Iteration 71Q: 3 clusters Score -2.514653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 203034 members 
Entering Unmasked Estep 
Score: -25146532.000000 Penalty: 6067.952637
	Iteration 72Q: 3 clusters Score -2.514653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 203040 members 
Entering Unmasked Estep 
Score: -25146538.000000 Penalty: 6067.952637
	Iteration 73Q: 3 clusters Score -2.514654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 203043 members 
Entering Unmasked Estep 
Score: -25146542.000000 Penalty: 6067.952637
	Iteration 74Q: 3 clusters Score -2.514654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 203047 members 
Entering Unmasked Estep 
Score: -25146536.000000 Penalty: 6067.952637
	Iteration 75Q: 3 clusters Score -2.514654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 203056 members 
Entering Unmasked Estep 
Score: -25146536.000000 Penalty: 6067.952637
	Iteration 76Q: 3 clusters Score -2.514654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 203064 members 
Entering Unmasked Estep 
Score: -25146530.000000 Penalty: 6067.952637
	Iteration 77Q: 3 clusters Score -2.514653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 203070 members 
Entering Unmasked Estep 
Score: -25146534.000000 Penalty: 6067.952637
	Iteration 78Q: 3 clusters Score -2.514653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 203076 members 
Entering Unmasked Estep 
Score: -25146546.000000 Penalty: 6067.952637
	Iteration 79Q: 3 clusters Score -2.514655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 203083 members 
Entering Unmasked Estep 
Score: -25146540.000000 Penalty: 6067.952637
	Iteration 80F: 3 clusters Score -2.514654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 203094 members 
Entering Unmasked Estep 
Score: -25146528.000000 Penalty: 6067.952637
	Iteration 81Q: 3 clusters Score -2.514653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 203099 members 
Entering Unmasked Estep 
Score: -25146520.000000 Penalty: 6067.952637
	Iteration 82Q: 3 clusters Score -2.514652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 203101 members 
Entering Unmasked Estep 
Score: -25146518.000000 Penalty: 6067.952637
	Iteration 83Q: 3 clusters Score -2.514652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 203103 members 
Entering Unmasked Estep 
Score: -25146506.000000 Penalty: 6067.952637
	Iteration 84Q: 3 clusters Score -2.514651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 203106 members 
Entering Unmasked Estep 
Score: -25146494.000000 Penalty: 6067.952637
	Iteration 85Q: 3 clusters Score -2.514649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 203108 members 
Entering Unmasked Estep 
Score: -25146498.000000 Penalty: 6067.952637
	Iteration 86Q: 3 clusters Score -2.51465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 203111 members 
Entering Unmasked Estep 
Score: -25146486.000000 Penalty: 6067.952637
	Iteration 87Q: 3 clusters Score -2.514649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 203118 members 
Entering Unmasked Estep 
Score: -25146514.000000 Penalty: 6067.952637
	Iteration 88Q: 3 clusters Score -2.514651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 203122 members 
Entering Unmasked Estep 
Score: -25146520.000000 Penalty: 6067.952637
	Iteration 89Q: 3 clusters Score -2.514652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 203126 members 
Entering Unmasked Estep 
Score: -25146518.000000 Penalty: 6067.952637
	Iteration 90Q: 3 clusters Score -2.514652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 203127 members 
Entering Unmasked Estep 
Score: -25146534.000000 Penalty: 6067.952637
	Iteration 91Q: 3 clusters Score -2.514653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 203127 members 
Entering Unmasked Estep 
Score: -25146534.000000 Penalty: 6067.952637
	Iteration 92F: 3 clusters Score -2.514653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182525 members 
Entering Unmasked Estep 
Score: -22584454.000000 Penalty: 3004.431152
	Iteration 0F: 2 clusters Score -2.258445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 91647 members 
Entering Unmasked Estep 
Score: -22467920.000000 Penalty: 6008.862305
	Iteration 0F: 3 clusters Score -2.246792e+07 nChanged 87779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -22519376.000000 Penalty: 6008.862305
	Iteration 1F: 3 clusters Score -2.251938e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -22520616.000000 Penalty: 6008.862305
	Iteration 2Q: 3 clusters Score -2.252062e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -22522604.000000 Penalty: 6008.862305
	Iteration 3Q: 3 clusters Score -2.25226e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 112638 members 
Entering Unmasked Estep 
Score: -22525864.000000 Penalty: 6008.862305
	Iteration 4Q: 3 clusters Score -2.252586e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -22532392.000000 Penalty: 6008.862305
	Iteration 5F: 3 clusters Score -2.253239e+07 nChanged 14960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -22544110.000000 Penalty: 6008.862305
	Iteration 6F: 3 clusters Score -2.254411e+07 nChanged 17145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -22560356.000000 Penalty: 6008.862305
	Iteration 7F: 3 clusters Score -2.256036e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 170784 members 
Entering Unmasked Estep 
Score: -22573176.000000 Penalty: 6008.862305
	Iteration 8F: 3 clusters Score -2.257318e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 178834 members 
Entering Unmasked Estep 
Score: -22579272.000000 Penalty: 6008.862305
	Iteration 9Q: 3 clusters Score -2.257927e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 181494 members 
Entering Unmasked Estep 
Score: -22580998.000000 Penalty: 6008.862305
	Iteration 10Q: 3 clusters Score -2.2581e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 182120 members 
Entering Unmasked Estep 
Score: -22581488.000000 Penalty: 6008.862305
	Iteration 11Q: 3 clusters Score -2.258149e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 182254 members 
Entering Unmasked Estep 
Score: -22581652.000000 Penalty: 6008.862305
	Iteration 12Q: 3 clusters Score -2.258165e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182289 members 
Entering Unmasked Estep 
Score: -22581710.000000 Penalty: 6008.862305
	Iteration 13Q: 3 clusters Score -2.258171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182307 members 
Entering Unmasked Estep 
Score: -22581782.000000 Penalty: 6008.862305
	Iteration 14Q: 3 clusters Score -2.258178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -22581806.000000 Penalty: 6008.862305
	Iteration 15Q: 3 clusters Score -2.258181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182319 members 
Entering Unmasked Estep 
Score: -22581814.000000 Penalty: 6008.862305
	Iteration 16Q: 3 clusters Score -2.258181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 182315 members 
Entering Unmasked Estep 
Score: -22581820.000000 Penalty: 6008.862305
	Iteration 17Q: 3 clusters Score -2.258182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182316 members 
Entering Unmasked Estep 
Score: -22581814.000000 Penalty: 6008.862305
	Iteration 18Q: 3 clusters Score -2.258181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -22581810.000000 Penalty: 6008.862305
	Iteration 19Q: 3 clusters Score -2.258181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182316 members 
Entering Unmasked Estep 
Score: -22581812.000000 Penalty: 6008.862305
	Iteration 20F: 3 clusters Score -2.258181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (176711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176711 members 
Entering Unmasked Estep 
Score: -21935142.000000 Penalty: 2996.403076
	Iteration 0F: 2 clusters Score -2.193514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -21823274.000000 Penalty: 5992.806152
	Iteration 0F: 3 clusters Score -2.182327e+07 nChanged 84593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -21872770.000000 Penalty: 5992.806152
	Iteration 1F: 3 clusters Score -2.187277e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -21873780.000000 Penalty: 5992.806152
	Iteration 2Q: 3 clusters Score -2.187378e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -21875410.000000 Penalty: 5992.806152
	Iteration 3Q: 3 clusters Score -2.187541e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 100380 members 
Entering Unmasked Estep 
Score: -21877824.000000 Penalty: 5992.806152
	Iteration 4Q: 3 clusters Score -2.187782e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -21881958.000000 Penalty: 5992.806152
	Iteration 5Q: 3 clusters Score -2.188196e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -21889510.000000 Penalty: 5992.806152
	Iteration 6F: 3 clusters Score -2.188951e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 127148 members 
Entering Unmasked Estep 
Score: -21900862.000000 Penalty: 5992.806152
	Iteration 7F: 3 clusters Score -2.190086e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 138272 members 
Entering Unmasked Estep 
Score: -21913278.000000 Penalty: 5992.806152
	Iteration 8F: 3 clusters Score -2.191328e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 146213 members 
Entering Unmasked Estep 
Score: -21922436.000000 Penalty: 5992.806152
	Iteration 9F: 3 clusters Score -2.192244e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -21927176.000000 Penalty: 5992.806152
	Iteration 10Q: 3 clusters Score -2.192718e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -21929208.000000 Penalty: 5992.806152
	Iteration 11Q: 3 clusters Score -2.192921e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 158091 members 
Entering Unmasked Estep 
Score: -21930450.000000 Penalty: 5992.806152
	Iteration 12Q: 3 clusters Score -2.193045e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 160943 members 
Entering Unmasked Estep 
Score: -21931254.000000 Penalty: 5992.806152
	Iteration 13Q: 3 clusters Score -2.193125e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -21931766.000000 Penalty: 5992.806152
	Iteration 14Q: 3 clusters Score -2.193177e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -21932386.000000 Penalty: 5992.806152
	Iteration 15Q: 3 clusters Score -2.193239e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -21932718.000000 Penalty: 5992.806152
	Iteration 16Q: 3 clusters Score -2.193272e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 169529 members 
Entering Unmasked Estep 
Score: -21932908.000000 Penalty: 5992.806152
	Iteration 17Q: 3 clusters Score -2.193291e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 170867 members 
Entering Unmasked Estep 
Score: -21933038.000000 Penalty: 5992.806152
	Iteration 18Q: 3 clusters Score -2.193304e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -21933138.000000 Penalty: 5992.806152
	Iteration 19Q: 3 clusters Score -2.193314e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 172722 members 
Entering Unmasked Estep 
Score: -21933122.000000 Penalty: 5992.806152
	Iteration 20F: 3 clusters Score -2.193312e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 173380 members 
Entering Unmasked Estep 
Score: -21933108.000000 Penalty: 5992.806152
	Iteration 21Q: 3 clusters Score -2.193311e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 173906 members 
Entering Unmasked Estep 
Score: -21933058.000000 Penalty: 5992.806152
	Iteration 22Q: 3 clusters Score -2.193306e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 174331 members 
Entering Unmasked Estep 
Score: -21933128.000000 Penalty: 5992.806152
	Iteration 23Q: 3 clusters Score -2.193313e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -21933150.000000 Penalty: 5992.806152
	Iteration 24Q: 3 clusters Score -2.193315e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 174879 members 
Entering Unmasked Estep 
Score: -21933180.000000 Penalty: 5992.806152
	Iteration 25Q: 3 clusters Score -2.193318e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 175040 members 
Entering Unmasked Estep 
Score: -21933192.000000 Penalty: 5992.806152
	Iteration 26Q: 3 clusters Score -2.193319e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 175147 members 
Entering Unmasked Estep 
Score: -21933138.000000 Penalty: 5992.806152
	Iteration 27Q: 3 clusters Score -2.193314e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 175234 members 
Entering Unmasked Estep 
Score: -21933154.000000 Penalty: 5992.806152
	Iteration 28Q: 3 clusters Score -2.193315e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -21933102.000000 Penalty: 5992.806152
	Iteration 29Q: 3 clusters Score -2.19331e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 175358 members 
Entering Unmasked Estep 
Score: -21933130.000000 Penalty: 5992.806152
	Iteration 30Q: 3 clusters Score -2.193313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 175395 members 
Entering Unmasked Estep 
Score: -21933144.000000 Penalty: 5992.806152
	Iteration 31Q: 3 clusters Score -2.193314e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 175425 members 
Entering Unmasked Estep 
Score: -21933128.000000 Penalty: 5992.806152
	Iteration 32Q: 3 clusters Score -2.193313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -21933118.000000 Penalty: 5992.806152
	Iteration 33Q: 3 clusters Score -2.193312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -21933112.000000 Penalty: 5992.806152
	Iteration 34Q: 3 clusters Score -2.193311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 175500 members 
Entering Unmasked Estep 
Score: -21933116.000000 Penalty: 5992.806152
	Iteration 35Q: 3 clusters Score -2.193312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 175517 members 
Entering Unmasked Estep 
Score: -21933118.000000 Penalty: 5992.806152
	Iteration 36Q: 3 clusters Score -2.193312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -21933120.000000 Penalty: 5992.806152
	Iteration 37Q: 3 clusters Score -2.193312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 175539 members 
Entering Unmasked Estep 
Score: -21933104.000000 Penalty: 5992.806152
	Iteration 38Q: 3 clusters Score -2.19331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 175561 members 
Entering Unmasked Estep 
Score: -21933102.000000 Penalty: 5992.806152
	Iteration 39Q: 3 clusters Score -2.19331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 175572 members 
Entering Unmasked Estep 
Score: -21933108.000000 Penalty: 5992.806152
	Iteration 40F: 3 clusters Score -2.193311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -21933106.000000 Penalty: 5992.806152
	Iteration 41Q: 3 clusters Score -2.193311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -21933116.000000 Penalty: 5992.806152
	Iteration 42Q: 3 clusters Score -2.193312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -21933126.000000 Penalty: 5992.806152
	Iteration 43Q: 3 clusters Score -2.193313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 175609 members 
Entering Unmasked Estep 
Score: -21933114.000000 Penalty: 5992.806152
	Iteration 44Q: 3 clusters Score -2.193311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -21933130.000000 Penalty: 5992.806152
	Iteration 45Q: 3 clusters Score -2.193313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -21933118.000000 Penalty: 5992.806152
	Iteration 46Q: 3 clusters Score -2.193312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -21933120.000000 Penalty: 5992.806152
	Iteration 47Q: 3 clusters Score -2.193312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 175612 members 
Entering Unmasked Estep 
Score: -21933126.000000 Penalty: 5992.806152
	Iteration 48Q: 3 clusters Score -2.193313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 175612 members 
Entering Unmasked Estep 
Score: -21933126.000000 Penalty: 5992.806152
	Iteration 49F: 3 clusters Score -2.193313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (129887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129887 members 
Entering Unmasked Estep 
Score: -15899053.000000 Penalty: 2920.056152
	Iteration 0F: 2 clusters Score -1.589905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -15812194.000000 Penalty: 5840.112305
	Iteration 0F: 3 clusters Score -1.581219e+07 nChanged 61906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -15848612.000000 Penalty: 5840.112305
	Iteration 1F: 3 clusters Score -1.584861e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -15849902.000000 Penalty: 5840.112305
	Iteration 2Q: 3 clusters Score -1.58499e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -15852093.000000 Penalty: 5840.112305
	Iteration 3Q: 3 clusters Score -1.585209e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -15856029.000000 Penalty: 5840.112305
	Iteration 4F: 3 clusters Score -1.585603e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -15862564.000000 Penalty: 5840.112305
	Iteration 5F: 3 clusters Score -1.586256e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 104880 members 
Entering Unmasked Estep 
Score: -15872272.000000 Penalty: 5840.112305
	Iteration 6F: 3 clusters Score -1.587227e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 115671 members 
Entering Unmasked Estep 
Score: -15882912.000000 Penalty: 5840.112305
	Iteration 7F: 3 clusters Score -1.588291e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -15890628.000000 Penalty: 5840.112305
	Iteration 8F: 3 clusters Score -1.589063e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 127218 members 
Entering Unmasked Estep 
Score: -15894319.000000 Penalty: 5840.112305
	Iteration 9Q: 3 clusters Score -1.589432e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 128746 members 
Entering Unmasked Estep 
Score: -15895624.000000 Penalty: 5840.112305
	Iteration 10Q: 3 clusters Score -1.589562e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 129277 members 
Entering Unmasked Estep 
Score: -15896080.000000 Penalty: 5840.112305
	Iteration 11Q: 3 clusters Score -1.589608e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -15896221.000000 Penalty: 5840.112305
	Iteration 12Q: 3 clusters Score -1.589622e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -15896324.000000 Penalty: 5840.112305
	Iteration 13Q: 3 clusters Score -1.589632e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -15896377.000000 Penalty: 5840.112305
	Iteration 14Q: 3 clusters Score -1.589638e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -15896410.000000 Penalty: 5840.112305
	Iteration 15Q: 3 clusters Score -1.589641e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 129561 members 
Entering Unmasked Estep 
Score: -15896418.000000 Penalty: 5840.112305
	Iteration 16Q: 3 clusters Score -1.589642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 129571 members 
Entering Unmasked Estep 
Score: -15896442.000000 Penalty: 5840.112305
	Iteration 17Q: 3 clusters Score -1.589644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -15896450.000000 Penalty: 5840.112305
	Iteration 18Q: 3 clusters Score -1.589645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -15896454.000000 Penalty: 5840.112305
	Iteration 19Q: 3 clusters Score -1.589645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 129588 members 
Entering Unmasked Estep 
Score: -15896462.000000 Penalty: 5840.112305
	Iteration 20F: 3 clusters Score -1.589646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -15896462.000000 Penalty: 5840.112305
	Iteration 21Q: 3 clusters Score -1.589646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -15896458.000000 Penalty: 5840.112305
	Iteration 22Q: 3 clusters Score -1.589646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 129590 members 
Entering Unmasked Estep 
Score: -15896461.000000 Penalty: 5840.112305
	Iteration 23Q: 3 clusters Score -1.589646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 129590 members 
Entering Unmasked Estep 
Score: -15896464.000000 Penalty: 5840.112305
	Iteration 24Q: 3 clusters Score -1.589646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 129591 members 
Entering Unmasked Estep 
Score: -15896471.000000 Penalty: 5840.112305
	Iteration 25Q: 3 clusters Score -1.589647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -15896472.000000 Penalty: 5840.112305
	Iteration 26Q: 3 clusters Score -1.589647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 129594 members 
Entering Unmasked Estep 
Score: -15896469.000000 Penalty: 5840.112305
	Iteration 27Q: 3 clusters Score -1.589647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 129593 members 
Entering Unmasked Estep 
Score: -15896486.000000 Penalty: 5840.112305
	Iteration 28Q: 3 clusters Score -1.589649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 129596 members 
Entering Unmasked Estep 
Score: -15896488.000000 Penalty: 5840.112305
	Iteration 29Q: 3 clusters Score -1.589649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -15896500.000000 Penalty: 5840.112305
	Iteration 30Q: 3 clusters Score -1.58965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 129597 members 
Entering Unmasked Estep 
Score: -15896499.000000 Penalty: 5840.112305
	Iteration 31Q: 3 clusters Score -1.58965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -15896502.000000 Penalty: 5840.112305
	Iteration 32Q: 3 clusters Score -1.58965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 129601 members 
Entering Unmasked Estep 
Score: -15896500.000000 Penalty: 5840.112305
	Iteration 33Q: 3 clusters Score -1.58965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 129600 members 
Entering Unmasked Estep 
Score: -15896495.000000 Penalty: 5840.112305
	Iteration 34Q: 3 clusters Score -1.58965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 129599 members 
Entering Unmasked Estep 
Score: -15896494.000000 Penalty: 5840.112305
	Iteration 35Q: 3 clusters Score -1.589649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -15896496.000000 Penalty: 5840.112305
	Iteration 36Q: 3 clusters Score -1.58965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 129598 members 
Entering Unmasked Estep 
Score: -15896496.000000 Penalty: 5840.112305
	Iteration 37F: 3 clusters Score -1.58965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -86344.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -86344.27 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 421 members 
Entering Unmasked Estep 
Score: -84589.164062 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -84589.16 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84798.789062 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -84798.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84860.687500 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -84860.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -84888.617188 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -84888.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84924.781250 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -84924.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84940.195312 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -84940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84954.546875 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -84954.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84967.234375 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -84967.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84975.609375 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -84975.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84982.007812 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -84982.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84988.078125 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -84988.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84994.390625 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -84994.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85000.796875 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -85000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85007.695312 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -85007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85017.375000 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -85017.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85023.062500 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -85023.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85028.554688 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -85028.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85047.851562 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -85047.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85075.875000 Penalty: 3297.253418
	Iteration 18Q: 3 clusters Score -85075.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85107.382812 Penalty: 3297.253418
	Iteration 19Q: 3 clusters Score -85107.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85160.445312 Penalty: 3297.253418
	Iteration 20F: 3 clusters Score -85160.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -85209.773438 Penalty: 3297.253418
	Iteration 21Q: 3 clusters Score -85209.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85262.765625 Penalty: 3297.253418
	Iteration 22Q: 3 clusters Score -85262.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85307.757812 Penalty: 3297.253418
	Iteration 23Q: 3 clusters Score -85307.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85371.992188 Penalty: 3297.253418
	Iteration 24Q: 3 clusters Score -85371.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -85454.796875 Penalty: 3297.253418
	Iteration 25Q: 3 clusters Score -85454.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85551.648438 Penalty: 3297.253418
	Iteration 26Q: 3 clusters Score -85551.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -85627.460938 Penalty: 3297.253418
	Iteration 27Q: 3 clusters Score -85627.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85701.570312 Penalty: 3297.253418
	Iteration 28Q: 3 clusters Score -85701.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85747.148438 Penalty: 3297.253418
	Iteration 29Q: 3 clusters Score -85747.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85760.890625 Penalty: 3297.253418
	Iteration 30Q: 3 clusters Score -85760.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85777.312500 Penalty: 3297.253418
	Iteration 31Q: 3 clusters Score -85777.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85786.570312 Penalty: 3297.253418
	Iteration 32Q: 3 clusters Score -85786.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85787.359375 Penalty: 3297.253418
	Iteration 33Q: 3 clusters Score -85787.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85787.359375 Penalty: 3297.253418
	Iteration 34F: 3 clusters Score -85787.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Entering Unmasked Estep 
Score: -9148968.000000 Penalty: 2790.293701
	Iteration 0F: 2 clusters Score -9148968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -9097457.000000 Penalty: 5580.587402
	Iteration 0F: 3 clusters Score -9097457 nChanged 36105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -9117474.000000 Penalty: 5580.587402
	Iteration 1F: 3 clusters Score -9117474 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -9118168.000000 Penalty: 5580.587402
	Iteration 2Q: 3 clusters Score -9118168 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -9119008.000000 Penalty: 5580.587402
	Iteration 3Q: 3 clusters Score -9119008 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -9120306.000000 Penalty: 5580.587402
	Iteration 4Q: 3 clusters Score -9120306 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -9122584.000000 Penalty: 5580.587402
	Iteration 5F: 3 clusters Score -9122584 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -9126426.000000 Penalty: 5580.587402
	Iteration 6F: 3 clusters Score -9126426 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -9132067.000000 Penalty: 5580.587402
	Iteration 7F: 3 clusters Score -9132067 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -9138162.000000 Penalty: 5580.587402
	Iteration 8F: 3 clusters Score -9138162 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -9142791.000000 Penalty: 5580.587402
	Iteration 9F: 3 clusters Score -9142791 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -9145333.000000 Penalty: 5580.587402
	Iteration 10Q: 3 clusters Score -9145333 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -9146139.000000 Penalty: 5580.587402
	Iteration 11Q: 3 clusters Score -9146139 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -9146322.000000 Penalty: 5580.587402
	Iteration 12Q: 3 clusters Score -9146322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -9146426.000000 Penalty: 5580.587402
	Iteration 13Q: 3 clusters Score -9146426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -9146466.000000 Penalty: 5580.587402
	Iteration 14Q: 3 clusters Score -9146466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -9146495.000000 Penalty: 5580.587402
	Iteration 15Q: 3 clusters Score -9146495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -9146508.000000 Penalty: 5580.587402
	Iteration 16Q: 3 clusters Score -9146508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -9146528.000000 Penalty: 5580.587402
	Iteration 17Q: 3 clusters Score -9146528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -9146537.000000 Penalty: 5580.587402
	Iteration 18Q: 3 clusters Score -9146537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -9146557.000000 Penalty: 5580.587402
	Iteration 19Q: 3 clusters Score -9146557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -9146569.000000 Penalty: 5580.587402
	Iteration 20F: 3 clusters Score -9146569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -9146575.000000 Penalty: 5580.587402
	Iteration 21Q: 3 clusters Score -9146575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -9146574.000000 Penalty: 5580.587402
	Iteration 22Q: 3 clusters Score -9146574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -9146574.000000 Penalty: 5580.587402
	Iteration 23F: 3 clusters Score -9146574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Entering Unmasked Estep 
Score: -1834862.250000 Penalty: 2387.318359
	Iteration 0F: 2 clusters Score -1834862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1823853.625000 Penalty: 4774.636719
	Iteration 0F: 3 clusters Score -1823854 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1827502.875000 Penalty: 4774.636719
	Iteration 1F: 3 clusters Score -1827503 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1828120.375000 Penalty: 4774.636719
	Iteration 2F: 3 clusters Score -1828120 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1828872.750000 Penalty: 4774.636719
	Iteration 3F: 3 clusters Score -1828873 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1829795.875000 Penalty: 4774.636719
	Iteration 4F: 3 clusters Score -1829796 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1830720.625000 Penalty: 4774.636719
	Iteration 5F: 3 clusters Score -1830721 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1831492.375000 Penalty: 4774.636719
	Iteration 6F: 3 clusters Score -1831492 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1832121.750000 Penalty: 4774.636719
	Iteration 7F: 3 clusters Score -1832122 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1832554.000000 Penalty: 4774.636719
	Iteration 8Q: 3 clusters Score -1832554 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1832818.875000 Penalty: 4774.636719
	Iteration 9Q: 3 clusters Score -1832819 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1833000.125000 Penalty: 4774.636719
	Iteration 10Q: 3 clusters Score -1833000 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1833136.250000 Penalty: 4774.636719
	Iteration 11Q: 3 clusters Score -1833136 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1833264.000000 Penalty: 4774.636719
	Iteration 12Q: 3 clusters Score -1833264 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1833355.375000 Penalty: 4774.636719
	Iteration 13Q: 3 clusters Score -1833355 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1833421.500000 Penalty: 4774.636719
	Iteration 14Q: 3 clusters Score -1833422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1833474.250000 Penalty: 4774.636719
	Iteration 15Q: 3 clusters Score -1833474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1833508.250000 Penalty: 4774.636719
	Iteration 16Q: 3 clusters Score -1833508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1833535.375000 Penalty: 4774.636719
	Iteration 17Q: 3 clusters Score -1833535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1833552.375000 Penalty: 4774.636719
	Iteration 18Q: 3 clusters Score -1833552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1833568.125000 Penalty: 4774.636719
	Iteration 19Q: 3 clusters Score -1833568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1833587.375000 Penalty: 4774.636719
	Iteration 20F: 3 clusters Score -1833587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1833595.500000 Penalty: 4774.636719
	Iteration 21Q: 3 clusters Score -1833596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1833604.750000 Penalty: 4774.636719
	Iteration 22Q: 3 clusters Score -1833605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1833612.750000 Penalty: 4774.636719
	Iteration 23Q: 3 clusters Score -1833613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1833624.250000 Penalty: 4774.636719
	Iteration 24Q: 3 clusters Score -1833624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1833635.750000 Penalty: 4774.636719
	Iteration 25Q: 3 clusters Score -1833636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1833646.375000 Penalty: 4774.636719
	Iteration 26Q: 3 clusters Score -1833646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1833651.875000 Penalty: 4774.636719
	Iteration 27Q: 3 clusters Score -1833652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1833652.500000 Penalty: 4774.636719
	Iteration 28Q: 3 clusters Score -1833652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1833659.500000 Penalty: 4774.636719
	Iteration 29Q: 3 clusters Score -1833660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1833669.000000 Penalty: 4774.636719
	Iteration 30Q: 3 clusters Score -1833669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1833678.625000 Penalty: 4774.636719
	Iteration 31Q: 3 clusters Score -1833679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1833680.625000 Penalty: 4774.636719
	Iteration 32Q: 3 clusters Score -1833681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1833682.750000 Penalty: 4774.636719
	Iteration 33Q: 3 clusters Score -1833683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1833684.625000 Penalty: 4774.636719
	Iteration 34Q: 3 clusters Score -1833685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1833687.500000 Penalty: 4774.636719
	Iteration 35Q: 3 clusters Score -1833688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1833687.750000 Penalty: 4774.636719
	Iteration 36Q: 3 clusters Score -1833688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1833697.750000 Penalty: 4774.636719
	Iteration 37Q: 3 clusters Score -1833698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1833702.625000 Penalty: 4774.636719
	Iteration 38Q: 3 clusters Score -1833703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1833704.750000 Penalty: 4774.636719
	Iteration 39Q: 3 clusters Score -1833705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1833704.750000 Penalty: 4774.636719
	Iteration 40F: 3 clusters Score -1833705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1833707.125000 Penalty: 4774.636719
	Iteration 41Q: 3 clusters Score -1833707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1833706.625000 Penalty: 4774.636719
	Iteration 42Q: 3 clusters Score -1833707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1833705.375000 Penalty: 4774.636719
	Iteration 43Q: 3 clusters Score -1833705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1833705.375000 Penalty: 4774.636719
	Iteration 44F: 3 clusters Score -1833705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -142292.234375 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -142292.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140240.390625 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -140240.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -140679.375000 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -140679.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140835.203125 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -140835.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140920.937500 Penalty: 3572.150391
	Iteration 3Q: 3 clusters Score -140920.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -140977.765625 Penalty: 3572.150391
	Iteration 4Q: 3 clusters Score -140977.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141015.250000 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -141015.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -141056.968750 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -141057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -141097.718750 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -141097.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -141118.171875 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -141118.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -141140.921875 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -141140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -141174.609375 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -141174.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -141228.671875 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -141228.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -141267.062500 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -141267.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -141319.421875 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -141319.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -141416.640625 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -141416.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -141502.546875 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -141502.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141578.406250 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -141578.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -141663.015625 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -141663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141753.687500 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -141753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -141786.656250 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -141786.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -141829.750000 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -141829.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -141940.484375 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -141940.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -141994.687500 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -141994.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142032.984375 Penalty: 3572.150391
	Iteration 23Q: 3 clusters Score -142033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142042.734375 Penalty: 3572.150391
	Iteration 24Q: 3 clusters Score -142042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142048.203125 Penalty: 3572.150391
	Iteration 25Q: 3 clusters Score -142048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142050.390625 Penalty: 3572.150391
	Iteration 26Q: 3 clusters Score -142050.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142050.390625 Penalty: 3572.150391
	Iteration 27F: 3 clusters Score -142050.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -315653.062500 Penalty: 1947.018921
	Iteration 0F: 2 clusters Score -315653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -312634.125000 Penalty: 3894.037842
	Iteration 0F: 3 clusters Score -312634.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -313185.156250 Penalty: 3894.037842
	Iteration 1F: 3 clusters Score -313185.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313322.562500 Penalty: 3894.037842
	Iteration 2F: 3 clusters Score -313322.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -313390.031250 Penalty: 3894.037842
	Iteration 3Q: 3 clusters Score -313390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -313440.250000 Penalty: 3894.037842
	Iteration 4Q: 3 clusters Score -313440.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -313471.968750 Penalty: 3894.037842
	Iteration 5Q: 3 clusters Score -313472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -313498.718750 Penalty: 3894.037842
	Iteration 6Q: 3 clusters Score -313498.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -313523.000000 Penalty: 3894.037842
	Iteration 7Q: 3 clusters Score -313523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -313547.406250 Penalty: 3894.037842
	Iteration 8Q: 3 clusters Score -313547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -313568.062500 Penalty: 3894.037842
	Iteration 9Q: 3 clusters Score -313568.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -313583.437500 Penalty: 3894.037842
	Iteration 10Q: 3 clusters Score -313583.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -313595.812500 Penalty: 3894.037842
	Iteration 11Q: 3 clusters Score -313595.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -313609.625000 Penalty: 3894.037842
	Iteration 12Q: 3 clusters Score -313609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -313619.343750 Penalty: 3894.037842
	Iteration 13Q: 3 clusters Score -313619.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -313633.625000 Penalty: 3894.037842
	Iteration 14Q: 3 clusters Score -313633.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -313646.718750 Penalty: 3894.037842
	Iteration 15Q: 3 clusters Score -313646.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -313661.468750 Penalty: 3894.037842
	Iteration 16Q: 3 clusters Score -313661.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -313672.281250 Penalty: 3894.037842
	Iteration 17Q: 3 clusters Score -313672.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -313678.625000 Penalty: 3894.037842
	Iteration 18Q: 3 clusters Score -313678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -313685.062500 Penalty: 3894.037842
	Iteration 19Q: 3 clusters Score -313685.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -313695.718750 Penalty: 3894.037842
	Iteration 20F: 3 clusters Score -313695.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -313705.343750 Penalty: 3894.037842
	Iteration 21Q: 3 clusters Score -313705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -313717.312500 Penalty: 3894.037842
	Iteration 22Q: 3 clusters Score -313717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -313725.843750 Penalty: 3894.037842
	Iteration 23Q: 3 clusters Score -313725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -313731.843750 Penalty: 3894.037842
	Iteration 24Q: 3 clusters Score -313731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -313733.843750 Penalty: 3894.037842
	Iteration 25Q: 3 clusters Score -313733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -313733.281250 Penalty: 3894.037842
	Iteration 26Q: 3 clusters Score -313733.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -313733.968750 Penalty: 3894.037842
	Iteration 27Q: 3 clusters Score -313734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -313734.468750 Penalty: 3894.037842
	Iteration 28Q: 3 clusters Score -313734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -313734.468750 Penalty: 3894.037842
	Iteration 29F: 3 clusters Score -313734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71287.992188 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71287.99 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71496.765625 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71496.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71569.078125 Penalty: 3215.621338
	Iteration 2Q: 3 clusters Score -71569.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71626.117188 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71626.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71683.273438 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71683.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71753.867188 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71753.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71783.437500 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71783.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71839.578125 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71839.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71908.484375 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71908.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71958.140625 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71958.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71984.453125 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -71984.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72007.070312 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -72007.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72036.585938 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -72036.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72075.390625 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -72075.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72098.710938 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -72098.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72111.781250 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -72111.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72129.562500 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -72129.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72141.765625 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -72141.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72164.726562 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -72164.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72179.835938 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -72179.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72188.921875 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -72188.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72204.859375 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -72204.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72214.789062 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -72214.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72230.492188 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -72230.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72251.242188 Penalty: 3215.621338
	Iteration 24Q: 3 clusters Score -72251.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72282.859375 Penalty: 3215.621338
	Iteration 25Q: 3 clusters Score -72282.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72303.031250 Penalty: 3215.621338
	Iteration 26Q: 3 clusters Score -72303.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72329.500000 Penalty: 3215.621338
	Iteration 27Q: 3 clusters Score -72329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72343.023438 Penalty: 3215.621338
	Iteration 28Q: 3 clusters Score -72343.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72352.156250 Penalty: 3215.621338
	Iteration 29Q: 3 clusters Score -72352.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72379.281250 Penalty: 3215.621338
	Iteration 30Q: 3 clusters Score -72379.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72396.820312 Penalty: 3215.621338
	Iteration 31Q: 3 clusters Score -72396.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72402.460938 Penalty: 3215.621338
	Iteration 32Q: 3 clusters Score -72402.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72402.460938 Penalty: 3215.621338
	Iteration 33F: 3 clusters Score -72402.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -1122230.000000 Penalty: 2280.743408
	Iteration 0F: 2 clusters Score -1122230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1114612.750000 Penalty: 4561.486816
	Iteration 0F: 3 clusters Score -1114613 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1117156.875000 Penalty: 4561.486816
	Iteration 1F: 3 clusters Score -1117157 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1118123.875000 Penalty: 4561.486816
	Iteration 2F: 3 clusters Score -1118124 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1118911.750000 Penalty: 4561.486816
	Iteration 3F: 3 clusters Score -1118912 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1119501.500000 Penalty: 4561.486816
	Iteration 4F: 3 clusters Score -1119502 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1119947.375000 Penalty: 4561.486816
	Iteration 5F: 3 clusters Score -1119947 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1120258.250000 Penalty: 4561.486816
	Iteration 6F: 3 clusters Score -1120258 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1120502.250000 Penalty: 4561.486816
	Iteration 7Q: 3 clusters Score -1120502 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1120720.750000 Penalty: 4561.486816
	Iteration 8Q: 3 clusters Score -1120721 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1120911.750000 Penalty: 4561.486816
	Iteration 9Q: 3 clusters Score -1120912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1121090.500000 Penalty: 4561.486816
	Iteration 10Q: 3 clusters Score -1121090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1121260.000000 Penalty: 4561.486816
	Iteration 11Q: 3 clusters Score -1121260 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1121402.250000 Penalty: 4561.486816
	Iteration 12Q: 3 clusters Score -1121402 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1121512.375000 Penalty: 4561.486816
	Iteration 13Q: 3 clusters Score -1121512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1121615.000000 Penalty: 4561.486816
	Iteration 14Q: 3 clusters Score -1121615 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1121694.375000 Penalty: 4561.486816
	Iteration 15Q: 3 clusters Score -1121694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1121740.875000 Penalty: 4561.486816
	Iteration 16Q: 3 clusters Score -1121741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1121772.000000 Penalty: 4561.486816
	Iteration 17Q: 3 clusters Score -1121772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1121802.625000 Penalty: 4561.486816
	Iteration 18Q: 3 clusters Score -1121803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1121820.750000 Penalty: 4561.486816
	Iteration 19Q: 3 clusters Score -1121821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1121831.500000 Penalty: 4561.486816
	Iteration 20F: 3 clusters Score -1121832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1121837.375000 Penalty: 4561.486816
	Iteration 21Q: 3 clusters Score -1121837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1121840.750000 Penalty: 4561.486816
	Iteration 22Q: 3 clusters Score -1121841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1121845.125000 Penalty: 4561.486816
	Iteration 23Q: 3 clusters Score -1121845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1121848.500000 Penalty: 4561.486816
	Iteration 24Q: 3 clusters Score -1121848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1121853.000000 Penalty: 4561.486816
	Iteration 25Q: 3 clusters Score -1121853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1121856.375000 Penalty: 4561.486816
	Iteration 26Q: 3 clusters Score -1121856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1121860.750000 Penalty: 4561.486816
	Iteration 27Q: 3 clusters Score -1121861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1121866.625000 Penalty: 4561.486816
	Iteration 28Q: 3 clusters Score -1121867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1121870.750000 Penalty: 4561.486816
	Iteration 29Q: 3 clusters Score -1121871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1121876.500000 Penalty: 4561.486816
	Iteration 30Q: 3 clusters Score -1121876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1121880.750000 Penalty: 4561.486816
	Iteration 31Q: 3 clusters Score -1121881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1121885.375000 Penalty: 4561.486816
	Iteration 32Q: 3 clusters Score -1121885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1121893.875000 Penalty: 4561.486816
	Iteration 33Q: 3 clusters Score -1121894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1121907.625000 Penalty: 4561.486816
	Iteration 34Q: 3 clusters Score -1121908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1121923.000000 Penalty: 4561.486816
	Iteration 35Q: 3 clusters Score -1121923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1121938.875000 Penalty: 4561.486816
	Iteration 36Q: 3 clusters Score -1121939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1121958.250000 Penalty: 4561.486816
	Iteration 37Q: 3 clusters Score -1121958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1121980.000000 Penalty: 4561.486816
	Iteration 38Q: 3 clusters Score -1121980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1122005.500000 Penalty: 4561.486816
	Iteration 39Q: 3 clusters Score -1122006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1122035.000000 Penalty: 4561.486816
	Iteration 40F: 3 clusters Score -1122035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1122050.250000 Penalty: 4561.486816
	Iteration 41Q: 3 clusters Score -1122050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1122064.625000 Penalty: 4561.486816
	Iteration 42Q: 3 clusters Score -1122065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1122077.625000 Penalty: 4561.486816
	Iteration 43Q: 3 clusters Score -1122078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1122083.875000 Penalty: 4561.486816
	Iteration 44Q: 3 clusters Score -1122084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1122090.750000 Penalty: 4561.486816
	Iteration 45Q: 3 clusters Score -1122091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1122104.375000 Penalty: 4561.486816
	Iteration 46Q: 3 clusters Score -1122104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1122113.625000 Penalty: 4561.486816
	Iteration 47Q: 3 clusters Score -1122114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1122122.750000 Penalty: 4561.486816
	Iteration 48Q: 3 clusters Score -1122123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1122129.375000 Penalty: 4561.486816
	Iteration 49Q: 3 clusters Score -1122129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1122139.625000 Penalty: 4561.486816
	Iteration 50Q: 3 clusters Score -1122140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1122148.125000 Penalty: 4561.486816
	Iteration 51Q: 3 clusters Score -1122148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1122165.000000 Penalty: 4561.486816
	Iteration 52Q: 3 clusters Score -1122165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1122186.000000 Penalty: 4561.486816
	Iteration 53Q: 3 clusters Score -1122186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1122205.500000 Penalty: 4561.486816
	Iteration 54Q: 3 clusters Score -1122206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1122236.625000 Penalty: 4561.486816
	Iteration 55Q: 3 clusters Score -1122237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1122264.250000 Penalty: 4561.486816
	Iteration 56Q: 3 clusters Score -1122264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1122273.500000 Penalty: 4561.486816
	Iteration 57Q: 3 clusters Score -1122274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1122277.625000 Penalty: 4561.486816
	Iteration 58Q: 3 clusters Score -1122278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1122280.750000 Penalty: 4561.486816
	Iteration 59Q: 3 clusters Score -1122281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1122282.250000 Penalty: 4561.486816
	Iteration 60F: 3 clusters Score -1122282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1122282.750000 Penalty: 4561.486816
	Iteration 61Q: 3 clusters Score -1122283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1122286.375000 Penalty: 4561.486816
	Iteration 62Q: 3 clusters Score -1122286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1122289.750000 Penalty: 4561.486816
	Iteration 63Q: 3 clusters Score -1122290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1122294.000000 Penalty: 4561.486816
	Iteration 64Q: 3 clusters Score -1122294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1122294.000000 Penalty: 4561.486816
	Iteration 65F: 3 clusters Score -1122294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4864 members 
Mstep: Class 6 contains 106652 members 
Mstep: Class 7 contains 158499 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 95840 members 
Mstep: Class 10 contains 146460 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 148164 members 
Mstep: Class 13 contains 205618 members 
Mstep: Class 14 contains 182525 members 
Mstep: Class 15 contains 176711 members 
Mstep: Class 16 contains 129887 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76971 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9051 members 
Mstep: Class 24 contains 1509 members 
Mstep: Class 25 contains 812 members 
Entering Unmasked Estep 
Score: -194658880.000000 Penalty: 88616.031250
Splitting cluster 23 changes total score from -194660416.000000 to -194658880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -160083.500000 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -160083.5 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 780 members 
Entering Unmasked Estep 
Score: -157916.140625 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -157916.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -158630.031250 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -158630 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -159073.281250 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -159073.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -159404.265625 Penalty: 3630.324463
	Iteration 3F: 3 clusters Score -159404.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159819.765625 Penalty: 3630.324463
	Iteration 4F: 3 clusters Score -159819.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -160240.093750 Penalty: 3630.324463
	Iteration 5F: 3 clusters Score -160240.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160904.828125 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -160904.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -161624.546875 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -161624.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161722.343750 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -161722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161759.515625 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -161759.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -161812.718750 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -161812.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -161896.484375 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -161896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -161917.453125 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -161917.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161926.890625 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -161926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161926.890625 Penalty: 3630.324463
	Iteration 14F: 3 clusters Score -161926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4864 members 
Mstep: Class 6 contains 106652 members 
Mstep: Class 7 contains 158499 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 95840 members 
Mstep: Class 10 contains 146460 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 148164 members 
Mstep: Class 13 contains 205618 members 
Mstep: Class 14 contains 182525 members 
Mstep: Class 15 contains 176711 members 
Mstep: Class 16 contains 129887 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76971 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 621 members 
Mstep: Class 25 contains 888 members 
Entering Unmasked Estep 
Score: -194660400.000000 Penalty: 88616.031250
Splitting cluster 24 changes total score from -194660416.000000 to -194660400.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4864 members 
Mstep: Class 6 contains 106652 members 
Mstep: Class 7 contains 158499 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 95840 members 
Mstep: Class 10 contains 146460 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 148164 members 
Mstep: Class 13 contains 205618 members 
Mstep: Class 14 contains 182525 members 
Mstep: Class 15 contains 176711 members 
Mstep: Class 16 contains 129887 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76971 members 
Mstep: Class 19 contains 15158 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660432.000000 Penalty: 85071.390625
Iteration 199Q: 25 clusters Score -1.946604e+08 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 4865 members 
Mstep: Class 6 contains 106660 members 
Mstep: Class 7 contains 158667 members 
Mstep: Class 8 contains 3168 members 
Mstep: Class 9 contains 95979 members 
Mstep: Class 10 contains 146626 members 
Mstep: Class 11 contains 7283 members 
Mstep: Class 12 contains 148380 members 
Mstep: Class 13 contains 205484 members 
Mstep: Class 14 contains 182451 members 
Mstep: Class 15 contains 176530 members 
Mstep: Class 16 contains 129424 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77022 members 
Mstep: Class 19 contains 15162 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9866 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660864.000000 Penalty: 85071.390625
Iteration 200F: 25 clusters Score -1.946609e+08 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 11920 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 106632 members 
Mstep: Class 7 contains 158766 members 
Mstep: Class 8 contains 3139 members 
Mstep: Class 9 contains 96050 members 
Mstep: Class 10 contains 146750 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 148617 members 
Mstep: Class 13 contains 205302 members 
Mstep: Class 14 contains 183297 members 
Mstep: Class 15 contains 176294 members 
Mstep: Class 16 contains 128372 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77077 members 
Mstep: Class 19 contains 15141 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9868 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660896.000000 Penalty: 85071.390625
Iteration 201Q: 25 clusters Score -1.946609e+08 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 106650 members 
Mstep: Class 7 contains 158857 members 
Mstep: Class 8 contains 3103 members 
Mstep: Class 9 contains 96145 members 
Mstep: Class 10 contains 146883 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 148829 members 
Mstep: Class 13 contains 204962 members 
Mstep: Class 14 contains 184148 members 
Mstep: Class 15 contains 176082 members 
Mstep: Class 16 contains 127386 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77135 members 
Mstep: Class 19 contains 15136 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2566 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9868 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660704.000000 Penalty: 85071.390625
Iteration 202Q: 25 clusters Score -1.946607e+08 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120207 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 106685 members 
Mstep: Class 7 contains 158934 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 96281 members 
Mstep: Class 10 contains 147089 members 
Mstep: Class 11 contains 7282 members 
Mstep: Class 12 contains 149039 members 
Mstep: Class 13 contains 204418 members 
Mstep: Class 14 contains 184866 members 
Mstep: Class 15 contains 175868 members 
Mstep: Class 16 contains 126633 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77184 members 
Mstep: Class 19 contains 15131 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9856 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660944.000000 Penalty: 85071.390625
Iteration 203Q: 25 clusters Score -1.946609e+08 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 11711 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 106693 members 
Mstep: Class 7 contains 159011 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 96434 members 
Mstep: Class 10 contains 147343 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 149239 members 
Mstep: Class 13 contains 203813 members 
Mstep: Class 14 contains 185486 members 
Mstep: Class 15 contains 175672 members 
Mstep: Class 16 contains 125999 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77239 members 
Mstep: Class 19 contains 15125 members 
Mstep: Class 20 contains 1341 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659984.000000 Penalty: 85071.390625
Iteration 204Q: 25 clusters Score -1.9466e+08 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120542 members 
Mstep: Class 2 contains 11649 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4883 members 
Mstep: Class 6 contains 106771 members 
Mstep: Class 7 contains 159102 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 96564 members 
Mstep: Class 10 contains 147683 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 149436 members 
Mstep: Class 13 contains 203056 members 
Mstep: Class 14 contains 186160 members 
Mstep: Class 15 contains 175422 members 
Mstep: Class 16 contains 125388 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77298 members 
Mstep: Class 19 contains 15136 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659984.000000 Penalty: 85071.390625
Iteration 205Q: 25 clusters Score -1.9466e+08 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120670 members 
Mstep: Class 2 contains 11595 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 6 contains 106832 members 
Mstep: Class 7 contains 159179 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 96670 members 
Mstep: Class 10 contains 148035 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 149618 members 
Mstep: Class 13 contains 202244 members 
Mstep: Class 14 contains 186880 members 
Mstep: Class 15 contains 175154 members 
Mstep: Class 16 contains 124884 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77318 members 
Mstep: Class 19 contains 15146 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660208.000000 Penalty: 85071.390625
Iteration 206Q: 25 clusters Score -1.946602e+08 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120813 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4894 members 
Mstep: Class 6 contains 106917 members 
Mstep: Class 7 contains 159188 members 
Mstep: Class 8 contains 2937 members 
Mstep: Class 9 contains 96807 members 
Mstep: Class 10 contains 148421 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 149782 members 
Mstep: Class 13 contains 201335 members 
Mstep: Class 14 contains 187586 members 
Mstep: Class 15 contains 174880 members 
Mstep: Class 16 contains 124498 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77330 members 
Mstep: Class 19 contains 15155 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660400.000000 Penalty: 85071.390625
Iteration 207Q: 25 clusters Score -1.946604e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120950 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 107004 members 
Mstep: Class 7 contains 159199 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 96910 members 
Mstep: Class 10 contains 148862 members 
Mstep: Class 11 contains 7279 members 
Mstep: Class 12 contains 149925 members 
Mstep: Class 13 contains 200428 members 
Mstep: Class 14 contains 188200 members 
Mstep: Class 15 contains 174590 members 
Mstep: Class 16 contains 124203 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77349 members 
Mstep: Class 19 contains 15157 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660064.000000 Penalty: 85071.390625
Iteration 208Q: 25 clusters Score -1.946601e+08 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121074 members 
Mstep: Class 2 contains 11457 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4906 members 
Mstep: Class 6 contains 107057 members 
Mstep: Class 7 contains 159189 members 
Mstep: Class 8 contains 2893 members 
Mstep: Class 9 contains 97004 members 
Mstep: Class 10 contains 149346 members 
Mstep: Class 11 contains 7274 members 
Mstep: Class 12 contains 150087 members 
Mstep: Class 13 contains 199453 members 
Mstep: Class 14 contains 188769 members 
Mstep: Class 15 contains 174267 members 
Mstep: Class 16 contains 124064 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77356 members 
Mstep: Class 19 contains 15160 members 
Mstep: Class 20 contains 1340 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660112.000000 Penalty: 85071.390625
Iteration 209Q: 25 clusters Score -1.946601e+08 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4913 members 
Mstep: Class 6 contains 107067 members 
Mstep: Class 7 contains 159171 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 97083 members 
Mstep: Class 10 contains 149876 members 
Mstep: Class 11 contains 7271 members 
Mstep: Class 12 contains 150266 members 
Mstep: Class 13 contains 198505 members 
Mstep: Class 14 contains 189246 members 
Mstep: Class 15 contains 173916 members 
Mstep: Class 16 contains 124009 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77349 members 
Mstep: Class 19 contains 15171 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660416.000000 Penalty: 85071.390625
Iteration 210Q: 25 clusters Score -1.946604e+08 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121337 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4920 members 
Mstep: Class 6 contains 107048 members 
Mstep: Class 7 contains 159101 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 97176 members 
Mstep: Class 10 contains 150431 members 
Mstep: Class 11 contains 7271 members 
Mstep: Class 12 contains 150403 members 
Mstep: Class 13 contains 197498 members 
Mstep: Class 14 contains 189746 members 
Mstep: Class 15 contains 173569 members 
Mstep: Class 16 contains 124026 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77352 members 
Mstep: Class 19 contains 15176 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9854 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660768.000000 Penalty: 85071.390625
Iteration 211Q: 25 clusters Score -1.946608e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121392 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 6 contains 107019 members 
Mstep: Class 7 contains 159045 members 
Mstep: Class 8 contains 2833 members 
Mstep: Class 9 contains 97264 members 
Mstep: Class 10 contains 151019 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 150521 members 
Mstep: Class 13 contains 196530 members 
Mstep: Class 14 contains 190235 members 
Mstep: Class 15 contains 173243 members 
Mstep: Class 16 contains 124086 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77333 members 
Mstep: Class 19 contains 15182 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9861 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660832.000000 Penalty: 85071.390625
Iteration 212Q: 25 clusters Score -1.946608e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 11463 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 4939 members 
Mstep: Class 6 contains 107015 members 
Mstep: Class 7 contains 158931 members 
Mstep: Class 8 contains 2810 members 
Mstep: Class 9 contains 97343 members 
Mstep: Class 10 contains 151615 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 150638 members 
Mstep: Class 13 contains 195591 members 
Mstep: Class 14 contains 190708 members 
Mstep: Class 15 contains 172877 members 
Mstep: Class 16 contains 124165 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77316 members 
Mstep: Class 19 contains 15178 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9866 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660752.000000 Penalty: 85071.390625
Iteration 213Q: 25 clusters Score -1.946608e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121535 members 
Mstep: Class 2 contains 11488 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 107012 members 
Mstep: Class 7 contains 158830 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 97428 members 
Mstep: Class 10 contains 152276 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 150694 members 
Mstep: Class 13 contains 194646 members 
Mstep: Class 14 contains 191144 members 
Mstep: Class 15 contains 172466 members 
Mstep: Class 16 contains 124335 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77311 members 
Mstep: Class 19 contains 15164 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9866 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660832.000000 Penalty: 85071.390625
Iteration 214Q: 25 clusters Score -1.946608e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121579 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4954 members 
Mstep: Class 6 contains 107014 members 
Mstep: Class 7 contains 158725 members 
Mstep: Class 8 contains 2773 members 
Mstep: Class 9 contains 97491 members 
Mstep: Class 10 contains 152993 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 150717 members 
Mstep: Class 13 contains 193782 members 
Mstep: Class 14 contains 191517 members 
Mstep: Class 15 contains 171956 members 
Mstep: Class 16 contains 124562 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77293 members 
Mstep: Class 19 contains 15168 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9879 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660608.000000 Penalty: 85071.390625
Iteration 215Q: 25 clusters Score -1.946606e+08 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 11577 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 6 contains 107040 members 
Mstep: Class 7 contains 158581 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 97541 members 
Mstep: Class 10 contains 153772 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 150734 members 
Mstep: Class 13 contains 192907 members 
Mstep: Class 14 contains 191822 members 
Mstep: Class 15 contains 171432 members 
Mstep: Class 16 contains 124843 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77295 members 
Mstep: Class 19 contains 15174 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9877 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661024.000000 Penalty: 85071.390625
Iteration 216Q: 25 clusters Score -1.94661e+08 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121622 members 
Mstep: Class 2 contains 11637 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 6 contains 107093 members 
Mstep: Class 7 contains 158456 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 97572 members 
Mstep: Class 10 contains 154566 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 150747 members 
Mstep: Class 13 contains 191939 members 
Mstep: Class 14 contains 192067 members 
Mstep: Class 15 contains 170978 members 
Mstep: Class 16 contains 125163 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77293 members 
Mstep: Class 19 contains 15175 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9900 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661600.000000 Penalty: 85071.390625
Iteration 217Q: 25 clusters Score -1.946616e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4988 members 
Mstep: Class 6 contains 107153 members 
Mstep: Class 7 contains 158298 members 
Mstep: Class 8 contains 2725 members 
Mstep: Class 9 contains 97603 members 
Mstep: Class 10 contains 155384 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 150733 members 
Mstep: Class 13 contains 190932 members 
Mstep: Class 14 contains 192303 members 
Mstep: Class 15 contains 170504 members 
Mstep: Class 16 contains 125522 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77322 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9921 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662928.000000 Penalty: 85071.390625
Iteration 218Q: 25 clusters Score -1.946629e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 107169 members 
Mstep: Class 7 contains 158110 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 97626 members 
Mstep: Class 10 contains 156267 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 150687 members 
Mstep: Class 13 contains 190049 members 
Mstep: Class 14 contains 192549 members 
Mstep: Class 15 contains 169969 members 
Mstep: Class 16 contains 125947 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77313 members 
Mstep: Class 19 contains 15174 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9930 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663632.000000 Penalty: 85071.390625
Iteration 219Q: 25 clusters Score -1.946636e+08 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121651 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 107171 members 
Mstep: Class 7 contains 157889 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 97680 members 
Mstep: Class 10 contains 157220 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 150585 members 
Mstep: Class 13 contains 189262 members 
Mstep: Class 14 contains 192678 members 
Mstep: Class 15 contains 169438 members 
Mstep: Class 16 contains 126430 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77303 members 
Mstep: Class 19 contains 15176 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2579 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9931 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664272.000000 Penalty: 85071.390625
Iteration 220F: 25 clusters Score -1.946643e+08 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121598 members 
Mstep: Class 2 contains 11877 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 107177 members 
Mstep: Class 7 contains 157634 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 97713 members 
Mstep: Class 10 contains 158149 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 150488 members 
Mstep: Class 13 contains 188489 members 
Mstep: Class 14 contains 192889 members 
Mstep: Class 15 contains 168862 members 
Mstep: Class 16 contains 126925 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77313 members 
Mstep: Class 19 contains 15174 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9945 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664864.000000 Penalty: 85071.390625
Iteration 221Q: 25 clusters Score -1.946649e+08 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121562 members 
Mstep: Class 2 contains 11937 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 5011 members 
Mstep: Class 6 contains 107146 members 
Mstep: Class 7 contains 157370 members 
Mstep: Class 8 contains 2691 members 
Mstep: Class 9 contains 97718 members 
Mstep: Class 10 contains 159021 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 150402 members 
Mstep: Class 13 contains 187779 members 
Mstep: Class 14 contains 193088 members 
Mstep: Class 15 contains 168337 members 
Mstep: Class 16 contains 127443 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77312 members 
Mstep: Class 19 contains 15163 members 
Mstep: Class 20 contains 1339 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665936.000000 Penalty: 85071.390625
Iteration 222Q: 25 clusters Score -1.946659e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 107104 members 
Mstep: Class 7 contains 157073 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 97703 members 
Mstep: Class 10 contains 159824 members 
Mstep: Class 11 contains 7258 members 
Mstep: Class 12 contains 150301 members 
Mstep: Class 13 contains 187218 members 
Mstep: Class 14 contains 193297 members 
Mstep: Class 15 contains 167831 members 
Mstep: Class 16 contains 127968 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77310 members 
Mstep: Class 19 contains 15157 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666416.000000 Penalty: 85071.390625
Iteration 223Q: 25 clusters Score -1.946664e+08 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 107053 members 
Mstep: Class 7 contains 156774 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 97696 members 
Mstep: Class 10 contains 160563 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 150215 members 
Mstep: Class 13 contains 186703 members 
Mstep: Class 14 contains 193456 members 
Mstep: Class 15 contains 167380 members 
Mstep: Class 16 contains 128485 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77311 members 
Mstep: Class 19 contains 15151 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10004 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667088.000000 Penalty: 85071.390625
Iteration 224Q: 25 clusters Score -1.946671e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 12179 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 106994 members 
Mstep: Class 7 contains 156469 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 97697 members 
Mstep: Class 10 contains 161366 members 
Mstep: Class 11 contains 7264 members 
Mstep: Class 12 contains 150157 members 
Mstep: Class 13 contains 186219 members 
Mstep: Class 14 contains 193400 members 
Mstep: Class 15 contains 166909 members 
Mstep: Class 16 contains 129133 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77291 members 
Mstep: Class 19 contains 15146 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10013 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667600.000000 Penalty: 85071.390625
Iteration 225Q: 25 clusters Score -1.946676e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 12244 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 106968 members 
Mstep: Class 7 contains 156165 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 97703 members 
Mstep: Class 10 contains 162072 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 150096 members 
Mstep: Class 13 contains 185748 members 
Mstep: Class 14 contains 193327 members 
Mstep: Class 15 contains 166473 members 
Mstep: Class 16 contains 129836 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77277 members 
Mstep: Class 19 contains 15148 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10044 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668096.000000 Penalty: 85071.390625
Iteration 226Q: 25 clusters Score -1.946681e+08 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 12306 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 106919 members 
Mstep: Class 7 contains 155902 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 97701 members 
Mstep: Class 10 contains 162714 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 150067 members 
Mstep: Class 13 contains 185208 members 
Mstep: Class 14 contains 193195 members 
Mstep: Class 15 contains 166061 members 
Mstep: Class 16 contains 130649 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77249 members 
Mstep: Class 19 contains 15159 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10078 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669424.000000 Penalty: 85071.390625
Iteration 227Q: 25 clusters Score -1.946694e+08 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120873 members 
Mstep: Class 2 contains 12331 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 106852 members 
Mstep: Class 7 contains 155710 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 97727 members 
Mstep: Class 10 contains 163232 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 150032 members 
Mstep: Class 13 contains 184757 members 
Mstep: Class 14 contains 193039 members 
Mstep: Class 15 contains 165682 members 
Mstep: Class 16 contains 131529 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77202 members 
Mstep: Class 19 contains 15160 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10117 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669920.000000 Penalty: 85071.390625
Iteration 228Q: 25 clusters Score -1.946699e+08 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 12356 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 106828 members 
Mstep: Class 7 contains 155537 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 97744 members 
Mstep: Class 10 contains 163629 members 
Mstep: Class 11 contains 7266 members 
Mstep: Class 12 contains 149975 members 
Mstep: Class 13 contains 184324 members 
Mstep: Class 14 contains 192879 members 
Mstep: Class 15 contains 165325 members 
Mstep: Class 16 contains 132430 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77160 members 
Mstep: Class 19 contains 15169 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10156 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671024.000000 Penalty: 85071.390625
Iteration 229Q: 25 clusters Score -1.94671e+08 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120559 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 106775 members 
Mstep: Class 7 contains 155371 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 97773 members 
Mstep: Class 10 contains 163925 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 149932 members 
Mstep: Class 13 contains 183987 members 
Mstep: Class 14 contains 192649 members 
Mstep: Class 15 contains 165015 members 
Mstep: Class 16 contains 133419 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77106 members 
Mstep: Class 19 contains 15177 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671168.000000 Penalty: 85071.390625
Iteration 230Q: 25 clusters Score -1.946712e+08 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120430 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 106730 members 
Mstep: Class 7 contains 155261 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 97817 members 
Mstep: Class 10 contains 164073 members 
Mstep: Class 11 contains 7267 members 
Mstep: Class 12 contains 149871 members 
Mstep: Class 13 contains 183629 members 
Mstep: Class 14 contains 192386 members 
Mstep: Class 15 contains 164765 members 
Mstep: Class 16 contains 134471 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77072 members 
Mstep: Class 19 contains 15176 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2579 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10216 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670928.000000 Penalty: 85071.390625
Iteration 231Q: 25 clusters Score -1.946709e+08 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 12373 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 6 contains 106715 members 
Mstep: Class 7 contains 155163 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 97900 members 
Mstep: Class 10 contains 164134 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 149827 members 
Mstep: Class 13 contains 183278 members 
Mstep: Class 14 contains 192030 members 
Mstep: Class 15 contains 164499 members 
Mstep: Class 16 contains 135590 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77056 members 
Mstep: Class 19 contains 15175 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3526.834229 but Gain 3544.648438
Score: -194670544.000000 Penalty: 81526.742188
Iteration 232Q: 24 clusters Score -1.946705e+08 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5100 members 
Mstep: Class 6 contains 106768 members 
Mstep: Class 7 contains 155219 members 
Mstep: Class 9 contains 98084 members 
Mstep: Class 10 contains 164485 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 150462 members 
Mstep: Class 13 contains 182959 members 
Mstep: Class 14 contains 192183 members 
Mstep: Class 15 contains 164503 members 
Mstep: Class 16 contains 137063 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77063 members 
Mstep: Class 19 contains 15164 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10313 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673440.000000 Penalty: 81526.742188
Iteration 233Q: 24 clusters Score -1.946734e+08 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120022 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 106678 members 
Mstep: Class 7 contains 155091 members 
Mstep: Class 9 contains 98193 members 
Mstep: Class 10 contains 164428 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 150504 members 
Mstep: Class 13 contains 182792 members 
Mstep: Class 14 contains 191686 members 
Mstep: Class 15 contains 164156 members 
Mstep: Class 16 contains 138324 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 77043 members 
Mstep: Class 19 contains 15170 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673632.000000 Penalty: 81526.742188
Iteration 234Q: 24 clusters Score -1.946736e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 106566 members 
Mstep: Class 7 contains 154982 members 
Mstep: Class 9 contains 98319 members 
Mstep: Class 10 contains 164425 members 
Mstep: Class 11 contains 7261 members 
Mstep: Class 12 contains 150543 members 
Mstep: Class 13 contains 182621 members 
Mstep: Class 14 contains 191137 members 
Mstep: Class 15 contains 163798 members 
Mstep: Class 16 contains 139691 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76955 members 
Mstep: Class 19 contains 15175 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10384 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674112.000000 Penalty: 81526.742188
Iteration 235Q: 24 clusters Score -1.946741e+08 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119586 members 
Mstep: Class 2 contains 12381 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 106453 members 
Mstep: Class 7 contains 154930 members 
Mstep: Class 9 contains 98442 members 
Mstep: Class 10 contains 164351 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 150581 members 
Mstep: Class 13 contains 182391 members 
Mstep: Class 14 contains 190483 members 
Mstep: Class 15 contains 163566 members 
Mstep: Class 16 contains 141156 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76901 members 
Mstep: Class 19 contains 15170 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10422 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674928.000000 Penalty: 81526.742188
Iteration 236Q: 24 clusters Score -1.946749e+08 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119360 members 
Mstep: Class 2 contains 12372 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5139 members 
Mstep: Class 6 contains 106311 members 
Mstep: Class 7 contains 154862 members 
Mstep: Class 9 contains 98569 members 
Mstep: Class 10 contains 164186 members 
Mstep: Class 11 contains 7250 members 
Mstep: Class 12 contains 150664 members 
Mstep: Class 13 contains 182164 members 
Mstep: Class 14 contains 189750 members 
Mstep: Class 15 contains 163370 members 
Mstep: Class 16 contains 142718 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76871 members 
Mstep: Class 19 contains 15166 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10450 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675648.000000 Penalty: 81526.742188
Iteration 237Q: 24 clusters Score -1.946756e+08 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 106188 members 
Mstep: Class 7 contains 154794 members 
Mstep: Class 9 contains 98688 members 
Mstep: Class 10 contains 163998 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 150728 members 
Mstep: Class 13 contains 181942 members 
Mstep: Class 14 contains 188942 members 
Mstep: Class 15 contains 163178 members 
Mstep: Class 16 contains 144413 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76830 members 
Mstep: Class 19 contains 15146 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10502 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675664.000000 Penalty: 81526.742188
Iteration 238Q: 24 clusters Score -1.946757e+08 nChanged 6211
Entering ConstructFrom: 
Score: -194675664.000000 Penalty: 81526.742188
Entering ConstructFrom: 
Trying to split cluster 1 (118839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118839 members 
Entering Unmasked Estep 
Score: -14784463.000000 Penalty: 2898.010254
	Iteration 0F: 2 clusters Score -1.478446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -14704989.000000 Penalty: 5796.020508
	Iteration 0F: 3 clusters Score -1.470499e+07 nChanged 56374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -14737442.000000 Penalty: 5796.020508
	Iteration 1F: 3 clusters Score -1.473744e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -14738655.000000 Penalty: 5796.020508
	Iteration 2Q: 3 clusters Score -1.473866e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -14740748.000000 Penalty: 5796.020508
	Iteration 3Q: 3 clusters Score -1.474075e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -14744097.000000 Penalty: 5796.020508
	Iteration 4F: 3 clusters Score -1.47441e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 82888 members 
Entering Unmasked Estep 
Score: -14749990.000000 Penalty: 5796.020508
	Iteration 5F: 3 clusters Score -1.474999e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -14758456.000000 Penalty: 5796.020508
	Iteration 6F: 3 clusters Score -1.475846e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 101559 members 
Entering Unmasked Estep 
Score: -14767759.000000 Penalty: 5796.020508
	Iteration 7F: 3 clusters Score -1.476776e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 108600 members 
Entering Unmasked Estep 
Score: -14774881.000000 Penalty: 5796.020508
	Iteration 8F: 3 clusters Score -1.477488e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 112539 members 
Entering Unmasked Estep 
Score: -14778796.000000 Penalty: 5796.020508
	Iteration 9Q: 3 clusters Score -1.47788e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -14780507.000000 Penalty: 5796.020508
	Iteration 10Q: 3 clusters Score -1.478051e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 115234 members 
Entering Unmasked Estep 
Score: -14781477.000000 Penalty: 5796.020508
	Iteration 11Q: 3 clusters Score -1.478148e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 115752 members 
Entering Unmasked Estep 
Score: -14781975.000000 Penalty: 5796.020508
	Iteration 12Q: 3 clusters Score -1.478198e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -14782287.000000 Penalty: 5796.020508
	Iteration 13Q: 3 clusters Score -1.478229e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -14782490.000000 Penalty: 5796.020508
	Iteration 14Q: 3 clusters Score -1.478249e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 116310 members 
Entering Unmasked Estep 
Score: -14782558.000000 Penalty: 5796.020508
	Iteration 15Q: 3 clusters Score -1.478256e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -14782586.000000 Penalty: 5796.020508
	Iteration 16Q: 3 clusters Score -1.478259e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 116444 members 
Entering Unmasked Estep 
Score: -14782652.000000 Penalty: 5796.020508
	Iteration 17Q: 3 clusters Score -1.478265e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 116504 members 
Entering Unmasked Estep 
Score: -14782672.000000 Penalty: 5796.020508
	Iteration 18Q: 3 clusters Score -1.478267e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 116540 members 
Entering Unmasked Estep 
Score: -14782697.000000 Penalty: 5796.020508
	Iteration 19Q: 3 clusters Score -1.47827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -14782725.000000 Penalty: 5796.020508
	Iteration 20F: 3 clusters Score -1.478272e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -14782726.000000 Penalty: 5796.020508
	Iteration 21Q: 3 clusters Score -1.478273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -14782738.000000 Penalty: 5796.020508
	Iteration 22Q: 3 clusters Score -1.478274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -14782747.000000 Penalty: 5796.020508
	Iteration 23Q: 3 clusters Score -1.478275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -14782752.000000 Penalty: 5796.020508
	Iteration 24Q: 3 clusters Score -1.478275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 116613 members 
Entering Unmasked Estep 
Score: -14782766.000000 Penalty: 5796.020508
	Iteration 25Q: 3 clusters Score -1.478277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 116622 members 
Entering Unmasked Estep 
Score: -14782778.000000 Penalty: 5796.020508
	Iteration 26Q: 3 clusters Score -1.478278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 116626 members 
Entering Unmasked Estep 
Score: -14782769.000000 Penalty: 5796.020508
	Iteration 27Q: 3 clusters Score -1.478277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 116631 members 
Entering Unmasked Estep 
Score: -14782783.000000 Penalty: 5796.020508
	Iteration 28Q: 3 clusters Score -1.478278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -14782788.000000 Penalty: 5796.020508
	Iteration 29Q: 3 clusters Score -1.478279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
Score: -14782783.000000 Penalty: 5796.020508
	Iteration 30Q: 3 clusters Score -1.478278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
Score: -14782783.000000 Penalty: 5796.020508
	Iteration 31F: 3 clusters Score -1.478278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Entering Unmasked Estep 
Score: -1495723.125000 Penalty: 2336.309082
	Iteration 0F: 2 clusters Score -1495723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1486620.375000 Penalty: 4672.618164
	Iteration 0F: 3 clusters Score -1486620 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1489372.750000 Penalty: 4672.618164
	Iteration 1F: 3 clusters Score -1489373 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1489612.000000 Penalty: 4672.618164
	Iteration 2F: 3 clusters Score -1489612 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1489771.500000 Penalty: 4672.618164
	Iteration 3Q: 3 clusters Score -1489772 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1489871.375000 Penalty: 4672.618164
	Iteration 4Q: 3 clusters Score -1489871 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1489959.750000 Penalty: 4672.618164
	Iteration 5Q: 3 clusters Score -1489960 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1490045.500000 Penalty: 4672.618164
	Iteration 6Q: 3 clusters Score -1490046 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1490129.125000 Penalty: 4672.618164
	Iteration 7Q: 3 clusters Score -1490129 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1490208.125000 Penalty: 4672.618164
	Iteration 8Q: 3 clusters Score -1490208 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1490318.500000 Penalty: 4672.618164
	Iteration 9Q: 3 clusters Score -1490318 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1490435.625000 Penalty: 4672.618164
	Iteration 10Q: 3 clusters Score -1490436 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1490586.000000 Penalty: 4672.618164
	Iteration 11Q: 3 clusters Score -1490586 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1490814.625000 Penalty: 4672.618164
	Iteration 12Q: 3 clusters Score -1490815 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1491104.625000 Penalty: 4672.618164
	Iteration 13Q: 3 clusters Score -1491105 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1491514.375000 Penalty: 4672.618164
	Iteration 14Q: 3 clusters Score -1491514 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1491939.125000 Penalty: 4672.618164
	Iteration 15Q: 3 clusters Score -1491939 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1492434.125000 Penalty: 4672.618164
	Iteration 16Q: 3 clusters Score -1492434 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1492964.250000 Penalty: 4672.618164
	Iteration 17Q: 3 clusters Score -1492964 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1493384.125000 Penalty: 4672.618164
	Iteration 18Q: 3 clusters Score -1493384 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1493686.250000 Penalty: 4672.618164
	Iteration 19Q: 3 clusters Score -1493686 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1493898.125000 Penalty: 4672.618164
	Iteration 20F: 3 clusters Score -1493898 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1494089.375000 Penalty: 4672.618164
	Iteration 21Q: 3 clusters Score -1494089 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1494230.875000 Penalty: 4672.618164
	Iteration 22Q: 3 clusters Score -1494231 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1494316.000000 Penalty: 4672.618164
	Iteration 23Q: 3 clusters Score -1494316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1494369.500000 Penalty: 4672.618164
	Iteration 24Q: 3 clusters Score -1494370 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1494401.000000 Penalty: 4672.618164
	Iteration 25Q: 3 clusters Score -1494401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1494415.000000 Penalty: 4672.618164
	Iteration 26Q: 3 clusters Score -1494415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1494425.625000 Penalty: 4672.618164
	Iteration 27Q: 3 clusters Score -1494426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1494428.625000 Penalty: 4672.618164
	Iteration 28Q: 3 clusters Score -1494429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1494431.750000 Penalty: 4672.618164
	Iteration 29Q: 3 clusters Score -1494432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1494434.000000 Penalty: 4672.618164
	Iteration 30Q: 3 clusters Score -1494434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1494432.250000 Penalty: 4672.618164
	Iteration 31Q: 3 clusters Score -1494432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1494434.250000 Penalty: 4672.618164
	Iteration 32Q: 3 clusters Score -1494434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1494434.250000 Penalty: 4672.618164
	Iteration 33F: 3 clusters Score -1494434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Entering Unmasked Estep 
Score: -534874.937500 Penalty: 2081.741943
	Iteration 0F: 2 clusters Score -534874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -530687.500000 Penalty: 4163.483887
	Iteration 0F: 3 clusters Score -530687.5 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -531672.812500 Penalty: 4163.483887
	Iteration 1F: 3 clusters Score -531672.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -531882.875000 Penalty: 4163.483887
	Iteration 2F: 3 clusters Score -531882.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -532052.437500 Penalty: 4163.483887
	Iteration 3F: 3 clusters Score -532052.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -532160.625000 Penalty: 4163.483887
	Iteration 4Q: 3 clusters Score -532160.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -532260.125000 Penalty: 4163.483887
	Iteration 5Q: 3 clusters Score -532260.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -532365.062500 Penalty: 4163.483887
	Iteration 6Q: 3 clusters Score -532365.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -532469.625000 Penalty: 4163.483887
	Iteration 7Q: 3 clusters Score -532469.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -532575.125000 Penalty: 4163.483887
	Iteration 8Q: 3 clusters Score -532575.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -532701.500000 Penalty: 4163.483887
	Iteration 9Q: 3 clusters Score -532701.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -532855.812500 Penalty: 4163.483887
	Iteration 10Q: 3 clusters Score -532855.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -533038.812500 Penalty: 4163.483887
	Iteration 11Q: 3 clusters Score -533038.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -533208.187500 Penalty: 4163.483887
	Iteration 12Q: 3 clusters Score -533208.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -533341.687500 Penalty: 4163.483887
	Iteration 13Q: 3 clusters Score -533341.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -533450.062500 Penalty: 4163.483887
	Iteration 14Q: 3 clusters Score -533450.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -533520.500000 Penalty: 4163.483887
	Iteration 15Q: 3 clusters Score -533520.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -533596.812500 Penalty: 4163.483887
	Iteration 16Q: 3 clusters Score -533596.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -533659.437500 Penalty: 4163.483887
	Iteration 17Q: 3 clusters Score -533659.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -533722.062500 Penalty: 4163.483887
	Iteration 18Q: 3 clusters Score -533722.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -533786.562500 Penalty: 4163.483887
	Iteration 19Q: 3 clusters Score -533786.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -533852.375000 Penalty: 4163.483887
	Iteration 20F: 3 clusters Score -533852.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -533905.750000 Penalty: 4163.483887
	Iteration 21Q: 3 clusters Score -533905.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -533952.500000 Penalty: 4163.483887
	Iteration 22Q: 3 clusters Score -533952.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -533988.062500 Penalty: 4163.483887
	Iteration 23Q: 3 clusters Score -533988.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -534010.000000 Penalty: 4163.483887
	Iteration 24Q: 3 clusters Score -534010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -534031.125000 Penalty: 4163.483887
	Iteration 25Q: 3 clusters Score -534031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -534052.375000 Penalty: 4163.483887
	Iteration 26Q: 3 clusters Score -534052.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -534079.625000 Penalty: 4163.483887
	Iteration 27Q: 3 clusters Score -534079.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -534106.312500 Penalty: 4163.483887
	Iteration 28Q: 3 clusters Score -534106.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -534142.375000 Penalty: 4163.483887
	Iteration 29Q: 3 clusters Score -534142.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -534169.562500 Penalty: 4163.483887
	Iteration 30Q: 3 clusters Score -534169.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -534195.250000 Penalty: 4163.483887
	Iteration 31Q: 3 clusters Score -534195.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -534218.187500 Penalty: 4163.483887
	Iteration 32Q: 3 clusters Score -534218.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -534247.000000 Penalty: 4163.483887
	Iteration 33Q: 3 clusters Score -534247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -534264.312500 Penalty: 4163.483887
	Iteration 34Q: 3 clusters Score -534264.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -534276.125000 Penalty: 4163.483887
	Iteration 35Q: 3 clusters Score -534276.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -534282.062500 Penalty: 4163.483887
	Iteration 36Q: 3 clusters Score -534282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -534284.375000 Penalty: 4163.483887
	Iteration 37Q: 3 clusters Score -534284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -534284.625000 Penalty: 4163.483887
	Iteration 38Q: 3 clusters Score -534284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -534285.312500 Penalty: 4163.483887
	Iteration 39Q: 3 clusters Score -534285.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -534285.312500 Penalty: 4163.483887
	Iteration 40F: 3 clusters Score -534285.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -162989.671875 Penalty: 1789.744019
	Iteration 0F: 2 clusters Score -162989.7 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 663 members 
Entering Unmasked Estep 
Score: -160784.062500 Penalty: 3579.488037
	Iteration 0F: 3 clusters Score -160784.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161123.093750 Penalty: 3579.488037
	Iteration 1F: 3 clusters Score -161123.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161212.328125 Penalty: 3579.488037
	Iteration 2F: 3 clusters Score -161212.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161257.796875 Penalty: 3579.488037
	Iteration 3Q: 3 clusters Score -161257.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161291.656250 Penalty: 3579.488037
	Iteration 4Q: 3 clusters Score -161291.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -161318.578125 Penalty: 3579.488037
	Iteration 5Q: 3 clusters Score -161318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161327.718750 Penalty: 3579.488037
	Iteration 6Q: 3 clusters Score -161327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161331.656250 Penalty: 3579.488037
	Iteration 7Q: 3 clusters Score -161331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -161337.562500 Penalty: 3579.488037
	Iteration 8Q: 3 clusters Score -161337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161340.546875 Penalty: 3579.488037
	Iteration 9Q: 3 clusters Score -161340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -161342.250000 Penalty: 3579.488037
	Iteration 10Q: 3 clusters Score -161342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161344.937500 Penalty: 3579.488037
	Iteration 11Q: 3 clusters Score -161344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161351.515625 Penalty: 3579.488037
	Iteration 12Q: 3 clusters Score -161351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161356.937500 Penalty: 3579.488037
	Iteration 13Q: 3 clusters Score -161356.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161363.109375 Penalty: 3579.488037
	Iteration 14Q: 3 clusters Score -161363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161366.187500 Penalty: 3579.488037
	Iteration 15Q: 3 clusters Score -161366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161369.906250 Penalty: 3579.488037
	Iteration 16Q: 3 clusters Score -161369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161372.890625 Penalty: 3579.488037
	Iteration 17Q: 3 clusters Score -161372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161372.890625 Penalty: 3579.488037
	Iteration 18F: 3 clusters Score -161372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -596690.375000 Penalty: 2119.739014
	Iteration 0F: 2 clusters Score -596690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -592008.875000 Penalty: 4239.478027
	Iteration 0F: 3 clusters Score -592008.9 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -593214.125000 Penalty: 4239.478027
	Iteration 1F: 3 clusters Score -593214.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -593547.562500 Penalty: 4239.478027
	Iteration 2F: 3 clusters Score -593547.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -593836.125000 Penalty: 4239.478027
	Iteration 3F: 3 clusters Score -593836.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -594085.312500 Penalty: 4239.478027
	Iteration 4F: 3 clusters Score -594085.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -594292.000000 Penalty: 4239.478027
	Iteration 5F: 3 clusters Score -594292 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -594463.937500 Penalty: 4239.478027
	Iteration 6Q: 3 clusters Score -594463.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -594593.562500 Penalty: 4239.478027
	Iteration 7Q: 3 clusters Score -594593.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -594692.312500 Penalty: 4239.478027
	Iteration 8Q: 3 clusters Score -594692.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -594773.625000 Penalty: 4239.478027
	Iteration 9Q: 3 clusters Score -594773.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -594838.000000 Penalty: 4239.478027
	Iteration 10Q: 3 clusters Score -594838 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -594899.375000 Penalty: 4239.478027
	Iteration 11Q: 3 clusters Score -594899.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -594949.312500 Penalty: 4239.478027
	Iteration 12Q: 3 clusters Score -594949.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -594994.687500 Penalty: 4239.478027
	Iteration 13Q: 3 clusters Score -594994.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -595031.625000 Penalty: 4239.478027
	Iteration 14Q: 3 clusters Score -595031.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -595058.625000 Penalty: 4239.478027
	Iteration 15Q: 3 clusters Score -595058.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -595078.437500 Penalty: 4239.478027
	Iteration 16Q: 3 clusters Score -595078.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -595099.812500 Penalty: 4239.478027
	Iteration 17Q: 3 clusters Score -595099.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -595119.000000 Penalty: 4239.478027
	Iteration 18Q: 3 clusters Score -595119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -595136.750000 Penalty: 4239.478027
	Iteration 19Q: 3 clusters Score -595136.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -595153.500000 Penalty: 4239.478027
	Iteration 20F: 3 clusters Score -595153.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -595166.000000 Penalty: 4239.478027
	Iteration 21Q: 3 clusters Score -595166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -595176.562500 Penalty: 4239.478027
	Iteration 22Q: 3 clusters Score -595176.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -595189.562500 Penalty: 4239.478027
	Iteration 23Q: 3 clusters Score -595189.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -595199.500000 Penalty: 4239.478027
	Iteration 24Q: 3 clusters Score -595199.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -595213.000000 Penalty: 4239.478027
	Iteration 25Q: 3 clusters Score -595213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -595220.625000 Penalty: 4239.478027
	Iteration 26Q: 3 clusters Score -595220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -595229.875000 Penalty: 4239.478027
	Iteration 27Q: 3 clusters Score -595229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -595237.687500 Penalty: 4239.478027
	Iteration 28Q: 3 clusters Score -595237.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -595243.625000 Penalty: 4239.478027
	Iteration 29Q: 3 clusters Score -595243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -595247.312500 Penalty: 4239.478027
	Iteration 30Q: 3 clusters Score -595247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -595255.437500 Penalty: 4239.478027
	Iteration 31Q: 3 clusters Score -595255.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -595263.875000 Penalty: 4239.478027
	Iteration 32Q: 3 clusters Score -595263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -595267.062500 Penalty: 4239.478027
	Iteration 33Q: 3 clusters Score -595267.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -595276.062500 Penalty: 4239.478027
	Iteration 34Q: 3 clusters Score -595276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -595284.250000 Penalty: 4239.478027
	Iteration 35Q: 3 clusters Score -595284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -595288.875000 Penalty: 4239.478027
	Iteration 36Q: 3 clusters Score -595288.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -595291.312500 Penalty: 4239.478027
	Iteration 37Q: 3 clusters Score -595291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -595295.625000 Penalty: 4239.478027
	Iteration 38Q: 3 clusters Score -595295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -595298.125000 Penalty: 4239.478027
	Iteration 39Q: 3 clusters Score -595298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -595299.125000 Penalty: 4239.478027
	Iteration 40F: 3 clusters Score -595299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -595301.312500 Penalty: 4239.478027
	Iteration 41Q: 3 clusters Score -595301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -595303.875000 Penalty: 4239.478027
	Iteration 42Q: 3 clusters Score -595303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -595304.000000 Penalty: 4239.478027
	Iteration 43Q: 3 clusters Score -595304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -595304.750000 Penalty: 4239.478027
	Iteration 44Q: 3 clusters Score -595304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -595304.875000 Penalty: 4239.478027
	Iteration 45Q: 3 clusters Score -595304.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -595307.500000 Penalty: 4239.478027
	Iteration 46Q: 3 clusters Score -595307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -595309.625000 Penalty: 4239.478027
	Iteration 47Q: 3 clusters Score -595309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -595312.875000 Penalty: 4239.478027
	Iteration 48Q: 3 clusters Score -595312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -595314.937500 Penalty: 4239.478027
	Iteration 49Q: 3 clusters Score -595314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -595318.562500 Penalty: 4239.478027
	Iteration 50Q: 3 clusters Score -595318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -595321.312500 Penalty: 4239.478027
	Iteration 51Q: 3 clusters Score -595321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -595323.437500 Penalty: 4239.478027
	Iteration 52Q: 3 clusters Score -595323.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -595324.125000 Penalty: 4239.478027
	Iteration 53Q: 3 clusters Score -595324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -595326.375000 Penalty: 4239.478027
	Iteration 54Q: 3 clusters Score -595326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -595329.562500 Penalty: 4239.478027
	Iteration 55Q: 3 clusters Score -595329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -595330.812500 Penalty: 4239.478027
	Iteration 56Q: 3 clusters Score -595330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -595331.687500 Penalty: 4239.478027
	Iteration 57Q: 3 clusters Score -595331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -595332.625000 Penalty: 4239.478027
	Iteration 58Q: 3 clusters Score -595332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -595338.250000 Penalty: 4239.478027
	Iteration 59Q: 3 clusters Score -595338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -595337.125000 Penalty: 4239.478027
	Iteration 60F: 3 clusters Score -595337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -595338.062500 Penalty: 4239.478027
	Iteration 61Q: 3 clusters Score -595338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -595339.437500 Penalty: 4239.478027
	Iteration 62Q: 3 clusters Score -595339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -595340.625000 Penalty: 4239.478027
	Iteration 63Q: 3 clusters Score -595340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -595340.625000 Penalty: 4239.478027
	Iteration 64F: 3 clusters Score -595340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (106059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Entering Unmasked Estep 
Score: -13165007.000000 Penalty: 2869.794189
	Iteration 0F: 2 clusters Score -1.316501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -13094017.000000 Penalty: 5739.588379
	Iteration 0F: 3 clusters Score -1.309402e+07 nChanged 50247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -13122703.000000 Penalty: 5739.588379
	Iteration 1F: 3 clusters Score -1.31227e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -13124015.000000 Penalty: 5739.588379
	Iteration 2Q: 3 clusters Score -1.312402e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -13125830.000000 Penalty: 5739.588379
	Iteration 3Q: 3 clusters Score -1.312583e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -13128349.000000 Penalty: 5739.588379
	Iteration 4F: 3 clusters Score -1.312835e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -13131978.000000 Penalty: 5739.588379
	Iteration 5F: 3 clusters Score -1.313198e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -13137061.000000 Penalty: 5739.588379
	Iteration 6F: 3 clusters Score -1.313706e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -13143541.000000 Penalty: 5739.588379
	Iteration 7F: 3 clusters Score -1.314354e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -13149905.000000 Penalty: 5739.588379
	Iteration 8F: 3 clusters Score -1.31499e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -13153660.000000 Penalty: 5739.588379
	Iteration 9F: 3 clusters Score -1.315366e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -13155417.000000 Penalty: 5739.588379
	Iteration 10Q: 3 clusters Score -1.315542e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -13156300.000000 Penalty: 5739.588379
	Iteration 11Q: 3 clusters Score -1.31563e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -13156809.000000 Penalty: 5739.588379
	Iteration 12Q: 3 clusters Score -1.315681e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -13157356.000000 Penalty: 5739.588379
	Iteration 13Q: 3 clusters Score -1.315736e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -13157874.000000 Penalty: 5739.588379
	Iteration 14Q: 3 clusters Score -1.315787e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -13158344.000000 Penalty: 5739.588379
	Iteration 15Q: 3 clusters Score -1.315834e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -13158750.000000 Penalty: 5739.588379
	Iteration 16Q: 3 clusters Score -1.315875e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -13159140.000000 Penalty: 5739.588379
	Iteration 17Q: 3 clusters Score -1.315914e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -13159623.000000 Penalty: 5739.588379
	Iteration 18Q: 3 clusters Score -1.315962e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -13160007.000000 Penalty: 5739.588379
	Iteration 19Q: 3 clusters Score -1.316001e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -13160452.000000 Penalty: 5739.588379
	Iteration 20F: 3 clusters Score -1.316045e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -13160835.000000 Penalty: 5739.588379
	Iteration 21Q: 3 clusters Score -1.316084e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -13161109.000000 Penalty: 5739.588379
	Iteration 22Q: 3 clusters Score -1.316111e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96191 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -13161387.000000 Penalty: 5739.588379
	Iteration 23Q: 3 clusters Score -1.316139e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -13161661.000000 Penalty: 5739.588379
	Iteration 24Q: 3 clusters Score -1.316166e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -13161846.000000 Penalty: 5739.588379
	Iteration 25Q: 3 clusters Score -1.316185e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -13162069.000000 Penalty: 5739.588379
	Iteration 26Q: 3 clusters Score -1.316207e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -13162229.000000 Penalty: 5739.588379
	Iteration 27Q: 3 clusters Score -1.316223e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -13162383.000000 Penalty: 5739.588379
	Iteration 28Q: 3 clusters Score -1.316238e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -13162454.000000 Penalty: 5739.588379
	Iteration 29Q: 3 clusters Score -1.316245e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -13162602.000000 Penalty: 5739.588379
	Iteration 30Q: 3 clusters Score -1.31626e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -13162706.000000 Penalty: 5739.588379
	Iteration 31Q: 3 clusters Score -1.316271e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -13162750.000000 Penalty: 5739.588379
	Iteration 32Q: 3 clusters Score -1.316275e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -13162840.000000 Penalty: 5739.588379
	Iteration 33Q: 3 clusters Score -1.316284e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -13162944.000000 Penalty: 5739.588379
	Iteration 34Q: 3 clusters Score -1.316294e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -13163002.000000 Penalty: 5739.588379
	Iteration 35Q: 3 clusters Score -1.3163e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -13163078.000000 Penalty: 5739.588379
	Iteration 36Q: 3 clusters Score -1.316308e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -13163131.000000 Penalty: 5739.588379
	Iteration 37Q: 3 clusters Score -1.316313e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102443 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -13163173.000000 Penalty: 5739.588379
	Iteration 38Q: 3 clusters Score -1.316317e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -13163174.000000 Penalty: 5739.588379
	Iteration 39Q: 3 clusters Score -1.316317e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -13163226.000000 Penalty: 5739.588379
	Iteration 40F: 3 clusters Score -1.316323e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13163216.000000 Penalty: 5739.588379
	Iteration 41Q: 3 clusters Score -1.316322e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -13163260.000000 Penalty: 5739.588379
	Iteration 42Q: 3 clusters Score -1.316326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -13163265.000000 Penalty: 5739.588379
	Iteration 43Q: 3 clusters Score -1.316326e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -13163289.000000 Penalty: 5739.588379
	Iteration 44Q: 3 clusters Score -1.316329e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -13163309.000000 Penalty: 5739.588379
	Iteration 45Q: 3 clusters Score -1.316331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -13163316.000000 Penalty: 5739.588379
	Iteration 46Q: 3 clusters Score -1.316332e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103100 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -13163343.000000 Penalty: 5739.588379
	Iteration 47Q: 3 clusters Score -1.316334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -13163351.000000 Penalty: 5739.588379
	Iteration 48Q: 3 clusters Score -1.316335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13163347.000000 Penalty: 5739.588379
	Iteration 49Q: 3 clusters Score -1.316335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13163325.000000 Penalty: 5739.588379
	Iteration 50Q: 3 clusters Score -1.316332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -13163333.000000 Penalty: 5739.588379
	Iteration 51Q: 3 clusters Score -1.316333e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -13163352.000000 Penalty: 5739.588379
	Iteration 52Q: 3 clusters Score -1.316335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103245 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -13163355.000000 Penalty: 5739.588379
	Iteration 53Q: 3 clusters Score -1.316336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -13163376.000000 Penalty: 5739.588379
	Iteration 54Q: 3 clusters Score -1.316338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -13163369.000000 Penalty: 5739.588379
	Iteration 55Q: 3 clusters Score -1.316337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13163369.000000 Penalty: 5739.588379
	Iteration 56Q: 3 clusters Score -1.316337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -13163361.000000 Penalty: 5739.588379
	Iteration 57Q: 3 clusters Score -1.316336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -13163375.000000 Penalty: 5739.588379
	Iteration 58Q: 3 clusters Score -1.316338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -13163376.000000 Penalty: 5739.588379
	Iteration 59Q: 3 clusters Score -1.316338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -13163392.000000 Penalty: 5739.588379
	Iteration 60F: 3 clusters Score -1.316339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -13163395.000000 Penalty: 5739.588379
	Iteration 61Q: 3 clusters Score -1.31634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -13163400.000000 Penalty: 5739.588379
	Iteration 62Q: 3 clusters Score -1.31634e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -13163413.000000 Penalty: 5739.588379
	Iteration 63Q: 3 clusters Score -1.316341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -13163391.000000 Penalty: 5739.588379
	Iteration 64Q: 3 clusters Score -1.316339e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103444 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -13163405.000000 Penalty: 5739.588379
	Iteration 65Q: 3 clusters Score -1.31634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13163398.000000 Penalty: 5739.588379
	Iteration 66Q: 3 clusters Score -1.31634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13163405.000000 Penalty: 5739.588379
	Iteration 67Q: 3 clusters Score -1.31634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -13163405.000000 Penalty: 5739.588379
	Iteration 68Q: 3 clusters Score -1.31634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13163418.000000 Penalty: 5739.588379
	Iteration 69Q: 3 clusters Score -1.316342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13163426.000000 Penalty: 5739.588379
	Iteration 70Q: 3 clusters Score -1.316343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13163420.000000 Penalty: 5739.588379
	Iteration 71Q: 3 clusters Score -1.316342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -13163416.000000 Penalty: 5739.588379
	Iteration 72Q: 3 clusters Score -1.316342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -13163413.000000 Penalty: 5739.588379
	Iteration 73Q: 3 clusters Score -1.316341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -13163412.000000 Penalty: 5739.588379
	Iteration 74Q: 3 clusters Score -1.316341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13163417.000000 Penalty: 5739.588379
	Iteration 75Q: 3 clusters Score -1.316342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -13163415.000000 Penalty: 5739.588379
	Iteration 76Q: 3 clusters Score -1.316342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -13163410.000000 Penalty: 5739.588379
	Iteration 77Q: 3 clusters Score -1.316341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -13163416.000000 Penalty: 5739.588379
	Iteration 78Q: 3 clusters Score -1.316342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13163417.000000 Penalty: 5739.588379
	Iteration 79Q: 3 clusters Score -1.316342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -13163401.000000 Penalty: 5739.588379
	Iteration 80F: 3 clusters Score -1.31634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -13163404.000000 Penalty: 5739.588379
	Iteration 81Q: 3 clusters Score -1.31634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -13163405.000000 Penalty: 5739.588379
	Iteration 82Q: 3 clusters Score -1.31634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -13163414.000000 Penalty: 5739.588379
	Iteration 83Q: 3 clusters Score -1.316341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13163408.000000 Penalty: 5739.588379
	Iteration 84Q: 3 clusters Score -1.316341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -13163408.000000 Penalty: 5739.588379
	Iteration 85F: 3 clusters Score -1.316341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154718 members 
Entering Unmasked Estep 
Score: -19070478.000000 Penalty: 2963.440918
	Iteration 0F: 2 clusters Score -1.907048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -18967682.000000 Penalty: 5926.881836
	Iteration 0F: 3 clusters Score -1.896768e+07 nChanged 73945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -19010616.000000 Penalty: 5926.881836
	Iteration 1F: 3 clusters Score -1.901062e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -19012150.000000 Penalty: 5926.881836
	Iteration 2Q: 3 clusters Score -1.901215e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -19014114.000000 Penalty: 5926.881836
	Iteration 3Q: 3 clusters Score -1.901411e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -19016768.000000 Penalty: 5926.881836
	Iteration 4Q: 3 clusters Score -1.901677e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -19020824.000000 Penalty: 5926.881836
	Iteration 5F: 3 clusters Score -1.902082e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105974 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -19027086.000000 Penalty: 5926.881836
	Iteration 6F: 3 clusters Score -1.902709e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116947 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -19035842.000000 Penalty: 5926.881836
	Iteration 7F: 3 clusters Score -1.903584e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -19045988.000000 Penalty: 5926.881836
	Iteration 8F: 3 clusters Score -1.904599e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -19054888.000000 Penalty: 5926.881836
	Iteration 9F: 3 clusters Score -1.905489e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145440 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -19061138.000000 Penalty: 5926.881836
	Iteration 10Q: 3 clusters Score -1.906114e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149751 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -19064602.000000 Penalty: 5926.881836
	Iteration 11Q: 3 clusters Score -1.90646e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152039 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -19066148.000000 Penalty: 5926.881836
	Iteration 12Q: 3 clusters Score -1.906615e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19067054.000000 Penalty: 5926.881836
	Iteration 13Q: 3 clusters Score -1.906705e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19067458.000000 Penalty: 5926.881836
	Iteration 14Q: 3 clusters Score -1.906746e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -19067684.000000 Penalty: 5926.881836
	Iteration 15Q: 3 clusters Score -1.906768e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -19067762.000000 Penalty: 5926.881836
	Iteration 16Q: 3 clusters Score -1.906776e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154109 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19067810.000000 Penalty: 5926.881836
	Iteration 17Q: 3 clusters Score -1.906781e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -19067838.000000 Penalty: 5926.881836
	Iteration 18Q: 3 clusters Score -1.906784e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19067860.000000 Penalty: 5926.881836
	Iteration 19Q: 3 clusters Score -1.906786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154211 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -19067888.000000 Penalty: 5926.881836
	Iteration 20F: 3 clusters Score -1.906789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -19067910.000000 Penalty: 5926.881836
	Iteration 21Q: 3 clusters Score -1.906791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19067934.000000 Penalty: 5926.881836
	Iteration 22Q: 3 clusters Score -1.906793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19067946.000000 Penalty: 5926.881836
	Iteration 23Q: 3 clusters Score -1.906795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19067954.000000 Penalty: 5926.881836
	Iteration 24Q: 3 clusters Score -1.906795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19067954.000000 Penalty: 5926.881836
	Iteration 25Q: 3 clusters Score -1.906795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19067962.000000 Penalty: 5926.881836
	Iteration 26Q: 3 clusters Score -1.906796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154264 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -19067966.000000 Penalty: 5926.881836
	Iteration 27Q: 3 clusters Score -1.906797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19067980.000000 Penalty: 5926.881836
	Iteration 28Q: 3 clusters Score -1.906798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -19067982.000000 Penalty: 5926.881836
	Iteration 29Q: 3 clusters Score -1.906798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19067984.000000 Penalty: 5926.881836
	Iteration 30Q: 3 clusters Score -1.906798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19067984.000000 Penalty: 5926.881836
	Iteration 31F: 3 clusters Score -1.906798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Entering Unmasked Estep 
Score: -12307145.000000 Penalty: 2852.256592
	Iteration 0F: 2 clusters Score -1.230714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
Score: -12241026.000000 Penalty: 5704.513184
	Iteration 0F: 3 clusters Score -1.224103e+07 nChanged 46687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -12267467.000000 Penalty: 5704.513184
	Iteration 1F: 3 clusters Score -1.226747e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -12268047.000000 Penalty: 5704.513184
	Iteration 2Q: 3 clusters Score -1.226805e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -12268782.000000 Penalty: 5704.513184
	Iteration 3Q: 3 clusters Score -1.226878e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -12269545.000000 Penalty: 5704.513184
	Iteration 4Q: 3 clusters Score -1.226954e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -12270685.000000 Penalty: 5704.513184
	Iteration 5Q: 3 clusters Score -1.227068e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -12272275.000000 Penalty: 5704.513184
	Iteration 6Q: 3 clusters Score -1.227228e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -12274114.000000 Penalty: 5704.513184
	Iteration 7Q: 3 clusters Score -1.227411e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -12276443.000000 Penalty: 5704.513184
	Iteration 8Q: 3 clusters Score -1.227644e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -12279609.000000 Penalty: 5704.513184
	Iteration 9F: 3 clusters Score -1.227961e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -12283340.000000 Penalty: 5704.513184
	Iteration 10F: 3 clusters Score -1.228334e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -12287251.000000 Penalty: 5704.513184
	Iteration 11F: 3 clusters Score -1.228725e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -12291246.000000 Penalty: 5704.513184
	Iteration 12F: 3 clusters Score -1.229125e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -12294564.000000 Penalty: 5704.513184
	Iteration 13Q: 3 clusters Score -1.229456e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -12297099.000000 Penalty: 5704.513184
	Iteration 14Q: 3 clusters Score -1.22971e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -12298979.000000 Penalty: 5704.513184
	Iteration 15Q: 3 clusters Score -1.229898e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -12300400.000000 Penalty: 5704.513184
	Iteration 16Q: 3 clusters Score -1.23004e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -12301556.000000 Penalty: 5704.513184
	Iteration 17Q: 3 clusters Score -1.230156e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -12302456.000000 Penalty: 5704.513184
	Iteration 18Q: 3 clusters Score -1.230246e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -12303138.000000 Penalty: 5704.513184
	Iteration 19Q: 3 clusters Score -1.230314e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12303634.000000 Penalty: 5704.513184
	Iteration 20F: 3 clusters Score -1.230363e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12303970.000000 Penalty: 5704.513184
	Iteration 21Q: 3 clusters Score -1.230397e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12304190.000000 Penalty: 5704.513184
	Iteration 22Q: 3 clusters Score -1.230419e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97676 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12304341.000000 Penalty: 5704.513184
	Iteration 23Q: 3 clusters Score -1.230434e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12304439.000000 Penalty: 5704.513184
	Iteration 24Q: 3 clusters Score -1.230444e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12304501.000000 Penalty: 5704.513184
	Iteration 25Q: 3 clusters Score -1.23045e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12304563.000000 Penalty: 5704.513184
	Iteration 26Q: 3 clusters Score -1.230456e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -12304586.000000 Penalty: 5704.513184
	Iteration 27Q: 3 clusters Score -1.230459e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98085 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12304602.000000 Penalty: 5704.513184
	Iteration 28Q: 3 clusters Score -1.23046e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98116 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12304626.000000 Penalty: 5704.513184
	Iteration 29Q: 3 clusters Score -1.230463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12304659.000000 Penalty: 5704.513184
	Iteration 30Q: 3 clusters Score -1.230466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12304676.000000 Penalty: 5704.513184
	Iteration 31Q: 3 clusters Score -1.230468e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -12304703.000000 Penalty: 5704.513184
	Iteration 32Q: 3 clusters Score -1.23047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98198 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -12304698.000000 Penalty: 5704.513184
	Iteration 33Q: 3 clusters Score -1.23047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12304703.000000 Penalty: 5704.513184
	Iteration 34Q: 3 clusters Score -1.23047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12304700.000000 Penalty: 5704.513184
	Iteration 35Q: 3 clusters Score -1.23047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12304712.000000 Penalty: 5704.513184
	Iteration 36Q: 3 clusters Score -1.230471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12304723.000000 Penalty: 5704.513184
	Iteration 37Q: 3 clusters Score -1.230472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -12304730.000000 Penalty: 5704.513184
	Iteration 38Q: 3 clusters Score -1.230473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12304732.000000 Penalty: 5704.513184
	Iteration 39Q: 3 clusters Score -1.230473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -12304732.000000 Penalty: 5704.513184
	Iteration 40F: 3 clusters Score -1.230473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12304724.000000 Penalty: 5704.513184
	Iteration 41Q: 3 clusters Score -1.230472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12304724.000000 Penalty: 5704.513184
	Iteration 42Q: 3 clusters Score -1.230472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12304724.000000 Penalty: 5704.513184
	Iteration 43Q: 3 clusters Score -1.230472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -12304725.000000 Penalty: 5704.513184
	Iteration 44Q: 3 clusters Score -1.230472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12304724.000000 Penalty: 5704.513184
	Iteration 45Q: 3 clusters Score -1.230472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -12304735.000000 Penalty: 5704.513184
	Iteration 46Q: 3 clusters Score -1.230474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12304740.000000 Penalty: 5704.513184
	Iteration 47Q: 3 clusters Score -1.230474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -12304742.000000 Penalty: 5704.513184
	Iteration 48Q: 3 clusters Score -1.230474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98235 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12304738.000000 Penalty: 5704.513184
	Iteration 49Q: 3 clusters Score -1.230474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12304735.000000 Penalty: 5704.513184
	Iteration 50Q: 3 clusters Score -1.230474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12304735.000000 Penalty: 5704.513184
	Iteration 51Q: 3 clusters Score -1.230474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12304736.000000 Penalty: 5704.513184
	Iteration 52Q: 3 clusters Score -1.230474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12304732.000000 Penalty: 5704.513184
	Iteration 53Q: 3 clusters Score -1.230473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12304732.000000 Penalty: 5704.513184
	Iteration 54F: 3 clusters Score -1.230473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163761 members 
Entering Unmasked Estep 
Score: -20091878.000000 Penalty: 2977.528564
	Iteration 0F: 2 clusters Score -2.009188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -19983738.000000 Penalty: 5955.057129
	Iteration 0F: 3 clusters Score -1.998374e+07 nChanged 78371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -20029492.000000 Penalty: 5955.057129
	Iteration 1F: 3 clusters Score -2.002949e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -20030836.000000 Penalty: 5955.057129
	Iteration 2Q: 3 clusters Score -2.003084e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 87748 members 
Entering Unmasked Estep 
Score: -20032324.000000 Penalty: 5955.057129
	Iteration 3Q: 3 clusters Score -2.003232e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72442 members 
Mstep: Class 2 contains 91319 members 
Entering Unmasked Estep 
Score: -20034442.000000 Penalty: 5955.057129
	Iteration 4Q: 3 clusters Score -2.003444e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -20038186.000000 Penalty: 5955.057129
	Iteration 5Q: 3 clusters Score -2.003819e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -20043812.000000 Penalty: 5955.057129
	Iteration 6F: 3 clusters Score -2.004381e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -20050806.000000 Penalty: 5955.057129
	Iteration 7F: 3 clusters Score -2.005081e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 119198 members 
Entering Unmasked Estep 
Score: -20059026.000000 Penalty: 5955.057129
	Iteration 8F: 3 clusters Score -2.005903e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 126256 members 
Entering Unmasked Estep 
Score: -20066310.000000 Penalty: 5955.057129
	Iteration 9F: 3 clusters Score -2.006631e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 131813 members 
Entering Unmasked Estep 
Score: -20071844.000000 Penalty: 5955.057129
	Iteration 10Q: 3 clusters Score -2.007184e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 136087 members 
Entering Unmasked Estep 
Score: -20075558.000000 Penalty: 5955.057129
	Iteration 11Q: 3 clusters Score -2.007556e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 139380 members 
Entering Unmasked Estep 
Score: -20078028.000000 Penalty: 5955.057129
	Iteration 12Q: 3 clusters Score -2.007803e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 142196 members 
Entering Unmasked Estep 
Score: -20079800.000000 Penalty: 5955.057129
	Iteration 13Q: 3 clusters Score -2.00798e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 144755 members 
Entering Unmasked Estep 
Score: -20081238.000000 Penalty: 5955.057129
	Iteration 14Q: 3 clusters Score -2.008124e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 147187 members 
Entering Unmasked Estep 
Score: -20082414.000000 Penalty: 5955.057129
	Iteration 15Q: 3 clusters Score -2.008241e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 149496 members 
Entering Unmasked Estep 
Score: -20083710.000000 Penalty: 5955.057129
	Iteration 16Q: 3 clusters Score -2.008371e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -20084922.000000 Penalty: 5955.057129
	Iteration 17Q: 3 clusters Score -2.008492e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -20086026.000000 Penalty: 5955.057129
	Iteration 18Q: 3 clusters Score -2.008603e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 155096 members 
Entering Unmasked Estep 
Score: -20086806.000000 Penalty: 5955.057129
	Iteration 19Q: 3 clusters Score -2.008681e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -20087344.000000 Penalty: 5955.057129
	Iteration 20F: 3 clusters Score -2.008734e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 157457 members 
Entering Unmasked Estep 
Score: -20087794.000000 Penalty: 5955.057129
	Iteration 21Q: 3 clusters Score -2.008779e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -20088086.000000 Penalty: 5955.057129
	Iteration 22Q: 3 clusters Score -2.008809e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 159064 members 
Entering Unmasked Estep 
Score: -20088334.000000 Penalty: 5955.057129
	Iteration 23Q: 3 clusters Score -2.008833e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 159678 members 
Entering Unmasked Estep 
Score: -20088584.000000 Penalty: 5955.057129
	Iteration 24Q: 3 clusters Score -2.008858e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -20088756.000000 Penalty: 5955.057129
	Iteration 25Q: 3 clusters Score -2.008876e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 160558 members 
Entering Unmasked Estep 
Score: -20088892.000000 Penalty: 5955.057129
	Iteration 26Q: 3 clusters Score -2.008889e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 160890 members 
Entering Unmasked Estep 
Score: -20089060.000000 Penalty: 5955.057129
	Iteration 27Q: 3 clusters Score -2.008906e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 161179 members 
Entering Unmasked Estep 
Score: -20089142.000000 Penalty: 5955.057129
	Iteration 28Q: 3 clusters Score -2.008914e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 161427 members 
Entering Unmasked Estep 
Score: -20089234.000000 Penalty: 5955.057129
	Iteration 29Q: 3 clusters Score -2.008923e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -20089264.000000 Penalty: 5955.057129
	Iteration 30Q: 3 clusters Score -2.008926e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 161791 members 
Entering Unmasked Estep 
Score: -20089330.000000 Penalty: 5955.057129
	Iteration 31Q: 3 clusters Score -2.008933e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 161933 members 
Entering Unmasked Estep 
Score: -20089376.000000 Penalty: 5955.057129
	Iteration 32Q: 3 clusters Score -2.008938e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -20089416.000000 Penalty: 5955.057129
	Iteration 33Q: 3 clusters Score -2.008942e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 162143 members 
Entering Unmasked Estep 
Score: -20089428.000000 Penalty: 5955.057129
	Iteration 34Q: 3 clusters Score -2.008943e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 162234 members 
Entering Unmasked Estep 
Score: -20089482.000000 Penalty: 5955.057129
	Iteration 35Q: 3 clusters Score -2.008948e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -20089454.000000 Penalty: 5955.057129
	Iteration 36Q: 3 clusters Score -2.008945e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 162372 members 
Entering Unmasked Estep 
Score: -20089468.000000 Penalty: 5955.057129
	Iteration 37Q: 3 clusters Score -2.008947e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -20089472.000000 Penalty: 5955.057129
	Iteration 38Q: 3 clusters Score -2.008947e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 5955.057129
	Iteration 39Q: 3 clusters Score -2.008951e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 162501 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 5955.057129
	Iteration 40F: 3 clusters Score -2.008951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -20089504.000000 Penalty: 5955.057129
	Iteration 41Q: 3 clusters Score -2.00895e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 162550 members 
Entering Unmasked Estep 
Score: -20089488.000000 Penalty: 5955.057129
	Iteration 42Q: 3 clusters Score -2.008949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -20089506.000000 Penalty: 5955.057129
	Iteration 43Q: 3 clusters Score -2.008951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 162597 members 
Entering Unmasked Estep 
Score: -20089510.000000 Penalty: 5955.057129
	Iteration 44Q: 3 clusters Score -2.008951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -20089494.000000 Penalty: 5955.057129
	Iteration 45Q: 3 clusters Score -2.008949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 162629 members 
Entering Unmasked Estep 
Score: -20089502.000000 Penalty: 5955.057129
	Iteration 46Q: 3 clusters Score -2.00895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 162636 members 
Entering Unmasked Estep 
Score: -20089502.000000 Penalty: 5955.057129
	Iteration 47Q: 3 clusters Score -2.00895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 162643 members 
Entering Unmasked Estep 
Score: -20089522.000000 Penalty: 5955.057129
	Iteration 48Q: 3 clusters Score -2.008952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -20089516.000000 Penalty: 5955.057129
	Iteration 49Q: 3 clusters Score -2.008952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 162651 members 
Entering Unmasked Estep 
Score: -20089510.000000 Penalty: 5955.057129
	Iteration 50Q: 3 clusters Score -2.008951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 162653 members 
Entering Unmasked Estep 
Score: -20089506.000000 Penalty: 5955.057129
	Iteration 51Q: 3 clusters Score -2.008951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 162654 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 5955.057129
	Iteration 52Q: 3 clusters Score -2.008951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 5955.057129
	Iteration 53Q: 3 clusters Score -2.008951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -20089516.000000 Penalty: 5955.057129
	Iteration 54Q: 3 clusters Score -2.008952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 162658 members 
Entering Unmasked Estep 
Score: -20089518.000000 Penalty: 5955.057129
	Iteration 55Q: 3 clusters Score -2.008952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 162661 members 
Entering Unmasked Estep 
Score: -20089528.000000 Penalty: 5955.057129
	Iteration 56Q: 3 clusters Score -2.008953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 162665 members 
Entering Unmasked Estep 
Score: -20089506.000000 Penalty: 5955.057129
	Iteration 57Q: 3 clusters Score -2.008951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 162668 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 5955.057129
	Iteration 58Q: 3 clusters Score -2.008951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -20089514.000000 Penalty: 5955.057129
	Iteration 59Q: 3 clusters Score -2.008951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 162674 members 
Entering Unmasked Estep 
Score: -20089502.000000 Penalty: 5955.057129
	Iteration 60F: 3 clusters Score -2.00895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 162675 members 
Entering Unmasked Estep 
Score: -20089498.000000 Penalty: 5955.057129
	Iteration 61Q: 3 clusters Score -2.00895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 162675 members 
Entering Unmasked Estep 
Score: -20089498.000000 Penalty: 5955.057129
	Iteration 62F: 3 clusters Score -2.00895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Entering Unmasked Estep 
Score: -845561.500000 Penalty: 2203.897949
	Iteration 0F: 2 clusters Score -845561.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -839669.250000 Penalty: 4407.795898
	Iteration 0F: 3 clusters Score -839669.2 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -841263.312500 Penalty: 4407.795898
	Iteration 1F: 3 clusters Score -841263.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -841553.312500 Penalty: 4407.795898
	Iteration 2F: 3 clusters Score -841553.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -841771.125000 Penalty: 4407.795898
	Iteration 3F: 3 clusters Score -841771.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -842001.125000 Penalty: 4407.795898
	Iteration 4Q: 3 clusters Score -842001.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -842290.687500 Penalty: 4407.795898
	Iteration 5Q: 3 clusters Score -842290.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -842603.750000 Penalty: 4407.795898
	Iteration 6Q: 3 clusters Score -842603.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -842942.375000 Penalty: 4407.795898
	Iteration 7F: 3 clusters Score -842942.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -843201.812500 Penalty: 4407.795898
	Iteration 8F: 3 clusters Score -843201.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -843453.562500 Penalty: 4407.795898
	Iteration 9Q: 3 clusters Score -843453.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -843706.937500 Penalty: 4407.795898
	Iteration 10Q: 3 clusters Score -843706.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -843915.062500 Penalty: 4407.795898
	Iteration 11Q: 3 clusters Score -843915.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -844049.875000 Penalty: 4407.795898
	Iteration 12Q: 3 clusters Score -844049.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -844146.687500 Penalty: 4407.795898
	Iteration 13Q: 3 clusters Score -844146.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -844205.812500 Penalty: 4407.795898
	Iteration 14Q: 3 clusters Score -844205.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -844242.687500 Penalty: 4407.795898
	Iteration 15Q: 3 clusters Score -844242.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -844276.437500 Penalty: 4407.795898
	Iteration 16Q: 3 clusters Score -844276.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -844293.750000 Penalty: 4407.795898
	Iteration 17Q: 3 clusters Score -844293.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -844310.187500 Penalty: 4407.795898
	Iteration 18Q: 3 clusters Score -844310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -844319.625000 Penalty: 4407.795898
	Iteration 19Q: 3 clusters Score -844319.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -844326.687500 Penalty: 4407.795898
	Iteration 20F: 3 clusters Score -844326.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -844330.562500 Penalty: 4407.795898
	Iteration 21Q: 3 clusters Score -844330.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -844335.062500 Penalty: 4407.795898
	Iteration 22Q: 3 clusters Score -844335.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -844335.687500 Penalty: 4407.795898
	Iteration 23Q: 3 clusters Score -844335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -844337.375000 Penalty: 4407.795898
	Iteration 24Q: 3 clusters Score -844337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -844338.375000 Penalty: 4407.795898
	Iteration 25Q: 3 clusters Score -844338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -844340.625000 Penalty: 4407.795898
	Iteration 26Q: 3 clusters Score -844340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -844341.562500 Penalty: 4407.795898
	Iteration 27Q: 3 clusters Score -844341.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -844342.750000 Penalty: 4407.795898
	Iteration 28Q: 3 clusters Score -844342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -844342.500000 Penalty: 4407.795898
	Iteration 29Q: 3 clusters Score -844342.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -844343.625000 Penalty: 4407.795898
	Iteration 30Q: 3 clusters Score -844343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -844344.250000 Penalty: 4407.795898
	Iteration 31Q: 3 clusters Score -844344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -844345.375000 Penalty: 4407.795898
	Iteration 32Q: 3 clusters Score -844345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -844346.687500 Penalty: 4407.795898
	Iteration 33Q: 3 clusters Score -844346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -844346.625000 Penalty: 4407.795898
	Iteration 34Q: 3 clusters Score -844346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -844346.937500 Penalty: 4407.795898
	Iteration 35Q: 3 clusters Score -844346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -844346.937500 Penalty: 4407.795898
	Iteration 36F: 3 clusters Score -844346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Entering Unmasked Estep 
Score: -18709450.000000 Penalty: 2957.050537
	Iteration 0F: 2 clusters Score -1.870945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -18608936.000000 Penalty: 5914.101074
	Iteration 0F: 3 clusters Score -1.860894e+07 nChanged 72002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -18650918.000000 Penalty: 5914.101074
	Iteration 1F: 3 clusters Score -1.865092e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -18652438.000000 Penalty: 5914.101074
	Iteration 2Q: 3 clusters Score -1.865244e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -18655008.000000 Penalty: 5914.101074
	Iteration 3Q: 3 clusters Score -1.865501e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92870 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -18659510.000000 Penalty: 5914.101074
	Iteration 4F: 3 clusters Score -1.865951e+07 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -18667576.000000 Penalty: 5914.101074
	Iteration 5F: 3 clusters Score -1.866758e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113621 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -18678588.000000 Penalty: 5914.101074
	Iteration 6F: 3 clusters Score -1.867859e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -18689794.000000 Penalty: 5914.101074
	Iteration 7F: 3 clusters Score -1.868979e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129664 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -18697478.000000 Penalty: 5914.101074
	Iteration 8F: 3 clusters Score -1.869748e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132722 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -18701054.000000 Penalty: 5914.101074
	Iteration 9Q: 3 clusters Score -1.870105e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -18702538.000000 Penalty: 5914.101074
	Iteration 10Q: 3 clusters Score -1.870254e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136211 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -18703330.000000 Penalty: 5914.101074
	Iteration 11Q: 3 clusters Score -1.870333e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137541 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -18703858.000000 Penalty: 5914.101074
	Iteration 12Q: 3 clusters Score -1.870386e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138728 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -18704436.000000 Penalty: 5914.101074
	Iteration 13Q: 3 clusters Score -1.870444e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139768 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -18704920.000000 Penalty: 5914.101074
	Iteration 14Q: 3 clusters Score -1.870492e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140708 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -18705330.000000 Penalty: 5914.101074
	Iteration 15Q: 3 clusters Score -1.870533e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -18705642.000000 Penalty: 5914.101074
	Iteration 16Q: 3 clusters Score -1.870564e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142385 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -18705938.000000 Penalty: 5914.101074
	Iteration 17Q: 3 clusters Score -1.870594e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -18706192.000000 Penalty: 5914.101074
	Iteration 18Q: 3 clusters Score -1.870619e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -18706446.000000 Penalty: 5914.101074
	Iteration 19Q: 3 clusters Score -1.870645e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144285 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -18706660.000000 Penalty: 5914.101074
	Iteration 20F: 3 clusters Score -1.870666e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144789 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -18706854.000000 Penalty: 5914.101074
	Iteration 21Q: 3 clusters Score -1.870685e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145209 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -18706942.000000 Penalty: 5914.101074
	Iteration 22Q: 3 clusters Score -1.870694e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -18707046.000000 Penalty: 5914.101074
	Iteration 23Q: 3 clusters Score -1.870705e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145888 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -18707122.000000 Penalty: 5914.101074
	Iteration 24Q: 3 clusters Score -1.870712e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -18707196.000000 Penalty: 5914.101074
	Iteration 25Q: 3 clusters Score -1.87072e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146417 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -18707250.000000 Penalty: 5914.101074
	Iteration 26Q: 3 clusters Score -1.870725e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -18707316.000000 Penalty: 5914.101074
	Iteration 27Q: 3 clusters Score -1.870732e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146820 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -18707340.000000 Penalty: 5914.101074
	Iteration 28Q: 3 clusters Score -1.870734e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -18707340.000000 Penalty: 5914.101074
	Iteration 29Q: 3 clusters Score -1.870734e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -18707328.000000 Penalty: 5914.101074
	Iteration 30Q: 3 clusters Score -1.870733e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -18707382.000000 Penalty: 5914.101074
	Iteration 31Q: 3 clusters Score -1.870738e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -18707418.000000 Penalty: 5914.101074
	Iteration 32Q: 3 clusters Score -1.870742e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18707430.000000 Penalty: 5914.101074
	Iteration 33Q: 3 clusters Score -1.870743e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147619 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -18707468.000000 Penalty: 5914.101074
	Iteration 34Q: 3 clusters Score -1.870747e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -18707484.000000 Penalty: 5914.101074
	Iteration 35Q: 3 clusters Score -1.870748e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -18707482.000000 Penalty: 5914.101074
	Iteration 36Q: 3 clusters Score -1.870748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -18707466.000000 Penalty: 5914.101074
	Iteration 37Q: 3 clusters Score -1.870747e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -18707502.000000 Penalty: 5914.101074
	Iteration 38Q: 3 clusters Score -1.87075e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -18707532.000000 Penalty: 5914.101074
	Iteration 39Q: 3 clusters Score -1.870753e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148049 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -18707524.000000 Penalty: 5914.101074
	Iteration 40F: 3 clusters Score -1.870752e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148099 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -18707516.000000 Penalty: 5914.101074
	Iteration 41Q: 3 clusters Score -1.870752e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148141 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -18707542.000000 Penalty: 5914.101074
	Iteration 42Q: 3 clusters Score -1.870754e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18707524.000000 Penalty: 5914.101074
	Iteration 43Q: 3 clusters Score -1.870752e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148216 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -18707504.000000 Penalty: 5914.101074
	Iteration 44Q: 3 clusters Score -1.87075e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -18707500.000000 Penalty: 5914.101074
	Iteration 45Q: 3 clusters Score -1.87075e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -18707512.000000 Penalty: 5914.101074
	Iteration 46Q: 3 clusters Score -1.870751e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -18707508.000000 Penalty: 5914.101074
	Iteration 47Q: 3 clusters Score -1.870751e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -18707528.000000 Penalty: 5914.101074
	Iteration 48Q: 3 clusters Score -1.870753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148388 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -18707504.000000 Penalty: 5914.101074
	Iteration 49Q: 3 clusters Score -1.87075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148406 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -18707536.000000 Penalty: 5914.101074
	Iteration 50Q: 3 clusters Score -1.870754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148422 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -18707548.000000 Penalty: 5914.101074
	Iteration 51Q: 3 clusters Score -1.870755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -18707540.000000 Penalty: 5914.101074
	Iteration 52Q: 3 clusters Score -1.870754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148454 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -18707540.000000 Penalty: 5914.101074
	Iteration 53Q: 3 clusters Score -1.870754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148466 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -18707536.000000 Penalty: 5914.101074
	Iteration 54Q: 3 clusters Score -1.870754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -18707550.000000 Penalty: 5914.101074
	Iteration 55Q: 3 clusters Score -1.870755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -18707552.000000 Penalty: 5914.101074
	Iteration 56Q: 3 clusters Score -1.870755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148493 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -18707550.000000 Penalty: 5914.101074
	Iteration 57Q: 3 clusters Score -1.870755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148498 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -18707536.000000 Penalty: 5914.101074
	Iteration 58Q: 3 clusters Score -1.870754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148500 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -18707536.000000 Penalty: 5914.101074
	Iteration 59Q: 3 clusters Score -1.870754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148501 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -18707544.000000 Penalty: 5914.101074
	Iteration 60F: 3 clusters Score -1.870754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -18707554.000000 Penalty: 5914.101074
	Iteration 61Q: 3 clusters Score -1.870755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18707552.000000 Penalty: 5914.101074
	Iteration 62Q: 3 clusters Score -1.870755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -18707552.000000 Penalty: 5914.101074
	Iteration 63F: 3 clusters Score -1.870755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181766 members 
Entering Unmasked Estep 
Score: -22243158.000000 Penalty: 3003.397949
	Iteration 0F: 2 clusters Score -2.224316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -22122318.000000 Penalty: 6006.795898
	Iteration 0F: 3 clusters Score -2.212232e+07 nChanged 87415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -22173620.000000 Penalty: 6006.795898
	Iteration 1F: 3 clusters Score -2.217362e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -22174970.000000 Penalty: 6006.795898
	Iteration 2Q: 3 clusters Score -2.217497e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98929 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -22177064.000000 Penalty: 6006.795898
	Iteration 3Q: 3 clusters Score -2.217706e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -22179580.000000 Penalty: 6006.795898
	Iteration 4Q: 3 clusters Score -2.217958e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -22183214.000000 Penalty: 6006.795898
	Iteration 5Q: 3 clusters Score -2.218321e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -22188590.000000 Penalty: 6006.795898
	Iteration 6F: 3 clusters Score -2.218859e+07 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129960 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -22196914.000000 Penalty: 6006.795898
	Iteration 7F: 3 clusters Score -2.219691e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -22208182.000000 Penalty: 6006.795898
	Iteration 8F: 3 clusters Score -2.220818e+07 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158571 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -22220978.000000 Penalty: 6006.795898
	Iteration 9F: 3 clusters Score -2.222098e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -22231252.000000 Penalty: 6006.795898
	Iteration 10F: 3 clusters Score -2.223125e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -22236868.000000 Penalty: 6006.795898
	Iteration 11Q: 3 clusters Score -2.223687e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179978 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -22239158.000000 Penalty: 6006.795898
	Iteration 12Q: 3 clusters Score -2.223916e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -22239948.000000 Penalty: 6006.795898
	Iteration 13Q: 3 clusters Score -2.223995e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181203 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22240270.000000 Penalty: 6006.795898
	Iteration 14Q: 3 clusters Score -2.224027e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22240408.000000 Penalty: 6006.795898
	Iteration 15Q: 3 clusters Score -2.224041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22240466.000000 Penalty: 6006.795898
	Iteration 16Q: 3 clusters Score -2.224047e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22240528.000000 Penalty: 6006.795898
	Iteration 17Q: 3 clusters Score -2.224053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181411 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22240564.000000 Penalty: 6006.795898
	Iteration 18Q: 3 clusters Score -2.224056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22240584.000000 Penalty: 6006.795898
	Iteration 19Q: 3 clusters Score -2.224058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181427 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22240596.000000 Penalty: 6006.795898
	Iteration 20F: 3 clusters Score -2.22406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22240596.000000 Penalty: 6006.795898
	Iteration 21Q: 3 clusters Score -2.22406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181434 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22240606.000000 Penalty: 6006.795898
	Iteration 22Q: 3 clusters Score -2.224061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22240598.000000 Penalty: 6006.795898
	Iteration 23Q: 3 clusters Score -2.22406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22240598.000000 Penalty: 6006.795898
	Iteration 24F: 3 clusters Score -2.22406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (188131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188131 members 
Entering Unmasked Estep 
Score: -23226358.000000 Penalty: 3011.933594
	Iteration 0F: 2 clusters Score -2.322636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 93857 members 
Entering Unmasked Estep 
Score: -23105318.000000 Penalty: 6023.867188
	Iteration 0F: 3 clusters Score -2.310532e+07 nChanged 90211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -23157644.000000 Penalty: 6023.867188
	Iteration 1F: 3 clusters Score -2.315764e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -23158648.000000 Penalty: 6023.867188
	Iteration 2Q: 3 clusters Score -2.315865e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -23160036.000000 Penalty: 6023.867188
	Iteration 3Q: 3 clusters Score -2.316004e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -23162330.000000 Penalty: 6023.867188
	Iteration 4Q: 3 clusters Score -2.316233e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120702 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -23166992.000000 Penalty: 6023.867188
	Iteration 5F: 3 clusters Score -2.316699e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134142 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -23176196.000000 Penalty: 6023.867188
	Iteration 6F: 3 clusters Score -2.31762e+07 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151331 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -23191388.000000 Penalty: 6023.867188
	Iteration 7F: 3 clusters Score -2.319139e+07 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -23207744.000000 Penalty: 6023.867188
	Iteration 8F: 3 clusters Score -2.320774e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -23218286.000000 Penalty: 6023.867188
	Iteration 9F: 3 clusters Score -2.321829e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186153 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23222248.000000 Penalty: 6023.867188
	Iteration 10Q: 3 clusters Score -2.322225e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187616 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23223280.000000 Penalty: 6023.867188
	Iteration 11Q: 3 clusters Score -2.322328e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23223482.000000 Penalty: 6023.867188
	Iteration 12Q: 3 clusters Score -2.322348e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23223580.000000 Penalty: 6023.867188
	Iteration 13Q: 3 clusters Score -2.322358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23223612.000000 Penalty: 6023.867188
	Iteration 14Q: 3 clusters Score -2.322361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187957 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23223670.000000 Penalty: 6023.867188
	Iteration 15Q: 3 clusters Score -2.322367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187961 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23223710.000000 Penalty: 6023.867188
	Iteration 16Q: 3 clusters Score -2.322371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187964 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23223730.000000 Penalty: 6023.867188
	Iteration 17Q: 3 clusters Score -2.322373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187966 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23223728.000000 Penalty: 6023.867188
	Iteration 18Q: 3 clusters Score -2.322373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187968 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23223722.000000 Penalty: 6023.867188
	Iteration 19Q: 3 clusters Score -2.322372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187970 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23223734.000000 Penalty: 6023.867188
	Iteration 20F: 3 clusters Score -2.322373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (162996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Entering Unmasked Estep 
Score: -20260890.000000 Penalty: 2976.367188
	Iteration 0F: 2 clusters Score -2.026089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -20154436.000000 Penalty: 5952.734375
	Iteration 0F: 3 clusters Score -2.015444e+07 nChanged 77658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -20200530.000000 Penalty: 5952.734375
	Iteration 1F: 3 clusters Score -2.020053e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -20202768.000000 Penalty: 5952.734375
	Iteration 2Q: 3 clusters Score -2.020277e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -20205948.000000 Penalty: 5952.734375
	Iteration 3Q: 3 clusters Score -2.020595e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
Score: -20211628.000000 Penalty: 5952.734375
	Iteration 4F: 3 clusters Score -2.021163e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -20220986.000000 Penalty: 5952.734375
	Iteration 5F: 3 clusters Score -2.022099e+07 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 128833 members 
Entering Unmasked Estep 
Score: -20233060.000000 Penalty: 5952.734375
	Iteration 6F: 3 clusters Score -2.023306e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 140096 members 
Entering Unmasked Estep 
Score: -20244036.000000 Penalty: 5952.734375
	Iteration 7F: 3 clusters Score -2.024404e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -20251408.000000 Penalty: 5952.734375
	Iteration 8Q: 3 clusters Score -2.025141e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -20255112.000000 Penalty: 5952.734375
	Iteration 9Q: 3 clusters Score -2.025511e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -20257266.000000 Penalty: 5952.734375
	Iteration 10Q: 3 clusters Score -2.025727e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -20258034.000000 Penalty: 5952.734375
	Iteration 11Q: 3 clusters Score -2.025803e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -20258498.000000 Penalty: 5952.734375
	Iteration 12Q: 3 clusters Score -2.02585e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 157588 members 
Entering Unmasked Estep 
Score: -20258798.000000 Penalty: 5952.734375
	Iteration 13Q: 3 clusters Score -2.02588e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -20258876.000000 Penalty: 5952.734375
	Iteration 14Q: 3 clusters Score -2.025888e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 158644 members 
Entering Unmasked Estep 
Score: -20259028.000000 Penalty: 5952.734375
	Iteration 15Q: 3 clusters Score -2.025903e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 159065 members 
Entering Unmasked Estep 
Score: -20259094.000000 Penalty: 5952.734375
	Iteration 16Q: 3 clusters Score -2.025909e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -20259154.000000 Penalty: 5952.734375
	Iteration 17Q: 3 clusters Score -2.025915e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 159714 members 
Entering Unmasked Estep 
Score: -20259216.000000 Penalty: 5952.734375
	Iteration 18Q: 3 clusters Score -2.025922e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -20259192.000000 Penalty: 5952.734375
	Iteration 19Q: 3 clusters Score -2.025919e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 160143 members 
Entering Unmasked Estep 
Score: -20259240.000000 Penalty: 5952.734375
	Iteration 20F: 3 clusters Score -2.025924e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -20259248.000000 Penalty: 5952.734375
	Iteration 21Q: 3 clusters Score -2.025925e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 160410 members 
Entering Unmasked Estep 
Score: -20259266.000000 Penalty: 5952.734375
	Iteration 22Q: 3 clusters Score -2.025927e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -20259260.000000 Penalty: 5952.734375
	Iteration 23Q: 3 clusters Score -2.025926e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 160587 members 
Entering Unmasked Estep 
Score: -20259262.000000 Penalty: 5952.734375
	Iteration 24Q: 3 clusters Score -2.025926e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 160660 members 
Entering Unmasked Estep 
Score: -20259262.000000 Penalty: 5952.734375
	Iteration 25Q: 3 clusters Score -2.025926e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 160716 members 
Entering Unmasked Estep 
Score: -20259278.000000 Penalty: 5952.734375
	Iteration 26Q: 3 clusters Score -2.025928e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 160766 members 
Entering Unmasked Estep 
Score: -20259246.000000 Penalty: 5952.734375
	Iteration 27Q: 3 clusters Score -2.025925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -20259256.000000 Penalty: 5952.734375
	Iteration 28Q: 3 clusters Score -2.025926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 160833 members 
Entering Unmasked Estep 
Score: -20259292.000000 Penalty: 5952.734375
	Iteration 29Q: 3 clusters Score -2.025929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 160853 members 
Entering Unmasked Estep 
Score: -20259294.000000 Penalty: 5952.734375
	Iteration 30Q: 3 clusters Score -2.025929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -20259294.000000 Penalty: 5952.734375
	Iteration 31Q: 3 clusters Score -2.025929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 160895 members 
Entering Unmasked Estep 
Score: -20259294.000000 Penalty: 5952.734375
	Iteration 32Q: 3 clusters Score -2.025929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 160916 members 
Entering Unmasked Estep 
Score: -20259290.000000 Penalty: 5952.734375
	Iteration 33Q: 3 clusters Score -2.025929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 160933 members 
Entering Unmasked Estep 
Score: -20259264.000000 Penalty: 5952.734375
	Iteration 34Q: 3 clusters Score -2.025926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -20259266.000000 Penalty: 5952.734375
	Iteration 35Q: 3 clusters Score -2.025927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -20259264.000000 Penalty: 5952.734375
	Iteration 36Q: 3 clusters Score -2.025926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -20259248.000000 Penalty: 5952.734375
	Iteration 37Q: 3 clusters Score -2.025925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -20259246.000000 Penalty: 5952.734375
	Iteration 38Q: 3 clusters Score -2.025925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 160995 members 
Entering Unmasked Estep 
Score: -20259248.000000 Penalty: 5952.734375
	Iteration 39Q: 3 clusters Score -2.025925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 161005 members 
Entering Unmasked Estep 
Score: -20259232.000000 Penalty: 5952.734375
	Iteration 40F: 3 clusters Score -2.025923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 161017 members 
Entering Unmasked Estep 
Score: -20259244.000000 Penalty: 5952.734375
	Iteration 41Q: 3 clusters Score -2.025924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 161023 members 
Entering Unmasked Estep 
Score: -20259252.000000 Penalty: 5952.734375
	Iteration 42Q: 3 clusters Score -2.025925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -20259244.000000 Penalty: 5952.734375
	Iteration 43Q: 3 clusters Score -2.025924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 161046 members 
Entering Unmasked Estep 
Score: -20259252.000000 Penalty: 5952.734375
	Iteration 44Q: 3 clusters Score -2.025925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 161062 members 
Entering Unmasked Estep 
Score: -20259256.000000 Penalty: 5952.734375
	Iteration 45Q: 3 clusters Score -2.025926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 161073 members 
Entering Unmasked Estep 
Score: -20259242.000000 Penalty: 5952.734375
	Iteration 46Q: 3 clusters Score -2.025924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 161086 members 
Entering Unmasked Estep 
Score: -20259218.000000 Penalty: 5952.734375
	Iteration 47Q: 3 clusters Score -2.025922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 161092 members 
Entering Unmasked Estep 
Score: -20259258.000000 Penalty: 5952.734375
	Iteration 48Q: 3 clusters Score -2.025926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
Score: -20259272.000000 Penalty: 5952.734375
	Iteration 49Q: 3 clusters Score -2.025927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 161117 members 
Entering Unmasked Estep 
Score: -20259266.000000 Penalty: 5952.734375
	Iteration 50Q: 3 clusters Score -2.025927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 161134 members 
Entering Unmasked Estep 
Score: -20259268.000000 Penalty: 5952.734375
	Iteration 51Q: 3 clusters Score -2.025927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 161152 members 
Entering Unmasked Estep 
Score: -20259284.000000 Penalty: 5952.734375
	Iteration 52Q: 3 clusters Score -2.025928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 161169 members 
Entering Unmasked Estep 
Score: -20259292.000000 Penalty: 5952.734375
	Iteration 53Q: 3 clusters Score -2.025929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -20259304.000000 Penalty: 5952.734375
	Iteration 54Q: 3 clusters Score -2.02593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 161195 members 
Entering Unmasked Estep 
Score: -20259280.000000 Penalty: 5952.734375
	Iteration 55Q: 3 clusters Score -2.025928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 161210 members 
Entering Unmasked Estep 
Score: -20259252.000000 Penalty: 5952.734375
	Iteration 56Q: 3 clusters Score -2.025925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -20259278.000000 Penalty: 5952.734375
	Iteration 57Q: 3 clusters Score -2.025928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -20259278.000000 Penalty: 5952.734375
	Iteration 58Q: 3 clusters Score -2.025928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 161248 members 
Entering Unmasked Estep 
Score: -20259290.000000 Penalty: 5952.734375
	Iteration 59Q: 3 clusters Score -2.025929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 161254 members 
Entering Unmasked Estep 
Score: -20259286.000000 Penalty: 5952.734375
	Iteration 60F: 3 clusters Score -2.025929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -20259274.000000 Penalty: 5952.734375
	Iteration 61Q: 3 clusters Score -2.025927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -20259280.000000 Penalty: 5952.734375
	Iteration 62Q: 3 clusters Score -2.025928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 161273 members 
Entering Unmasked Estep 
Score: -20259294.000000 Penalty: 5952.734375
	Iteration 63Q: 3 clusters Score -2.025929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 161278 members 
Entering Unmasked Estep 
Score: -20259302.000000 Penalty: 5952.734375
	Iteration 64Q: 3 clusters Score -2.02593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -20259304.000000 Penalty: 5952.734375
	Iteration 65Q: 3 clusters Score -2.02593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -20259294.000000 Penalty: 5952.734375
	Iteration 66Q: 3 clusters Score -2.025929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 161292 members 
Entering Unmasked Estep 
Score: -20259292.000000 Penalty: 5952.734375
	Iteration 67Q: 3 clusters Score -2.025929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -20259306.000000 Penalty: 5952.734375
	Iteration 68Q: 3 clusters Score -2.025931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -20259302.000000 Penalty: 5952.734375
	Iteration 69Q: 3 clusters Score -2.02593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -20259302.000000 Penalty: 5952.734375
	Iteration 70Q: 3 clusters Score -2.02593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -20259302.000000 Penalty: 5952.734375
	Iteration 71Q: 3 clusters Score -2.02593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -20259296.000000 Penalty: 5952.734375
	Iteration 72Q: 3 clusters Score -2.02593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -20259308.000000 Penalty: 5952.734375
	Iteration 73Q: 3 clusters Score -2.025931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -20259310.000000 Penalty: 5952.734375
	Iteration 74Q: 3 clusters Score -2.025931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -20259310.000000 Penalty: 5952.734375
	Iteration 75F: 3 clusters Score -2.025931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (146140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Entering Unmasked Estep 
Score: -17889888.000000 Penalty: 2949.295410
	Iteration 0F: 2 clusters Score -1.788989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -17792076.000000 Penalty: 5898.590820
	Iteration 0F: 3 clusters Score -1.779208e+07 nChanged 69822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -17832270.000000 Penalty: 5898.590820
	Iteration 1F: 3 clusters Score -1.783227e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -17833210.000000 Penalty: 5898.590820
	Iteration 2Q: 3 clusters Score -1.783321e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -17834542.000000 Penalty: 5898.590820
	Iteration 3Q: 3 clusters Score -1.783454e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -17836516.000000 Penalty: 5898.590820
	Iteration 4Q: 3 clusters Score -1.783652e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -17840012.000000 Penalty: 5898.590820
	Iteration 5Q: 3 clusters Score -1.784001e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 91075 members 
Entering Unmasked Estep 
Score: -17845088.000000 Penalty: 5898.590820
	Iteration 6Q: 3 clusters Score -1.784509e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -17851570.000000 Penalty: 5898.590820
	Iteration 7F: 3 clusters Score -1.785157e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -17858388.000000 Penalty: 5898.590820
	Iteration 8F: 3 clusters Score -1.785839e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -17864418.000000 Penalty: 5898.590820
	Iteration 9F: 3 clusters Score -1.786442e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 112383 members 
Entering Unmasked Estep 
Score: -17869046.000000 Penalty: 5898.590820
	Iteration 10Q: 3 clusters Score -1.786905e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 115571 members 
Entering Unmasked Estep 
Score: -17872376.000000 Penalty: 5898.590820
	Iteration 11Q: 3 clusters Score -1.787238e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 118256 members 
Entering Unmasked Estep 
Score: -17874588.000000 Penalty: 5898.590820
	Iteration 12Q: 3 clusters Score -1.787459e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -17876170.000000 Penalty: 5898.590820
	Iteration 13Q: 3 clusters Score -1.787617e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -17877456.000000 Penalty: 5898.590820
	Iteration 14Q: 3 clusters Score -1.787746e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 125261 members 
Entering Unmasked Estep 
Score: -17878482.000000 Penalty: 5898.590820
	Iteration 15Q: 3 clusters Score -1.787848e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -17879428.000000 Penalty: 5898.590820
	Iteration 16Q: 3 clusters Score -1.787943e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 129631 members 
Entering Unmasked Estep 
Score: -17880260.000000 Penalty: 5898.590820
	Iteration 17Q: 3 clusters Score -1.788026e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 131666 members 
Entering Unmasked Estep 
Score: -17880962.000000 Penalty: 5898.590820
	Iteration 18Q: 3 clusters Score -1.788096e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -17881794.000000 Penalty: 5898.590820
	Iteration 19Q: 3 clusters Score -1.788179e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -17882640.000000 Penalty: 5898.590820
	Iteration 20F: 3 clusters Score -1.788264e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -17883292.000000 Penalty: 5898.590820
	Iteration 21Q: 3 clusters Score -1.788329e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 138789 members 
Entering Unmasked Estep 
Score: -17883980.000000 Penalty: 5898.590820
	Iteration 22Q: 3 clusters Score -1.788398e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 140161 members 
Entering Unmasked Estep 
Score: -17884642.000000 Penalty: 5898.590820
	Iteration 23Q: 3 clusters Score -1.788464e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 141346 members 
Entering Unmasked Estep 
Score: -17885194.000000 Penalty: 5898.590820
	Iteration 24Q: 3 clusters Score -1.788519e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 142293 members 
Entering Unmasked Estep 
Score: -17885702.000000 Penalty: 5898.590820
	Iteration 25Q: 3 clusters Score -1.78857e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -17886058.000000 Penalty: 5898.590820
	Iteration 26Q: 3 clusters Score -1.788606e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -17886320.000000 Penalty: 5898.590820
	Iteration 27Q: 3 clusters Score -1.788632e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 144085 members 
Entering Unmasked Estep 
Score: -17886620.000000 Penalty: 5898.590820
	Iteration 28Q: 3 clusters Score -1.788662e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 144407 members 
Entering Unmasked Estep 
Score: -17886798.000000 Penalty: 5898.590820
	Iteration 29Q: 3 clusters Score -1.78868e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 144648 members 
Entering Unmasked Estep 
Score: -17886930.000000 Penalty: 5898.590820
	Iteration 30Q: 3 clusters Score -1.788693e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 144819 members 
Entering Unmasked Estep 
Score: -17887024.000000 Penalty: 5898.590820
	Iteration 31Q: 3 clusters Score -1.788702e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 144919 members 
Entering Unmasked Estep 
Score: -17887086.000000 Penalty: 5898.590820
	Iteration 32Q: 3 clusters Score -1.788709e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 145004 members 
Entering Unmasked Estep 
Score: -17887156.000000 Penalty: 5898.590820
	Iteration 33Q: 3 clusters Score -1.788716e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 145066 members 
Entering Unmasked Estep 
Score: -17887184.000000 Penalty: 5898.590820
	Iteration 34Q: 3 clusters Score -1.788718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 145123 members 
Entering Unmasked Estep 
Score: -17887194.000000 Penalty: 5898.590820
	Iteration 35Q: 3 clusters Score -1.788719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 145164 members 
Entering Unmasked Estep 
Score: -17887220.000000 Penalty: 5898.590820
	Iteration 36Q: 3 clusters Score -1.788722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 145205 members 
Entering Unmasked Estep 
Score: -17887244.000000 Penalty: 5898.590820
	Iteration 37Q: 3 clusters Score -1.788724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -17887276.000000 Penalty: 5898.590820
	Iteration 38Q: 3 clusters Score -1.788728e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 145282 members 
Entering Unmasked Estep 
Score: -17887278.000000 Penalty: 5898.590820
	Iteration 39Q: 3 clusters Score -1.788728e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -17887286.000000 Penalty: 5898.590820
	Iteration 40F: 3 clusters Score -1.788729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -17887304.000000 Penalty: 5898.590820
	Iteration 41Q: 3 clusters Score -1.78873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -17887342.000000 Penalty: 5898.590820
	Iteration 42Q: 3 clusters Score -1.788734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 145367 members 
Entering Unmasked Estep 
Score: -17887324.000000 Penalty: 5898.590820
	Iteration 43Q: 3 clusters Score -1.788732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -17887344.000000 Penalty: 5898.590820
	Iteration 44Q: 3 clusters Score -1.788734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 145388 members 
Entering Unmasked Estep 
Score: -17887366.000000 Penalty: 5898.590820
	Iteration 45Q: 3 clusters Score -1.788737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 145392 members 
Entering Unmasked Estep 
Score: -17887354.000000 Penalty: 5898.590820
	Iteration 46Q: 3 clusters Score -1.788735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -17887362.000000 Penalty: 5898.590820
	Iteration 47Q: 3 clusters Score -1.788736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -17887356.000000 Penalty: 5898.590820
	Iteration 48Q: 3 clusters Score -1.788736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -17887360.000000 Penalty: 5898.590820
	Iteration 49Q: 3 clusters Score -1.788736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 145396 members 
Entering Unmasked Estep 
Score: -17887362.000000 Penalty: 5898.590820
	Iteration 50Q: 3 clusters Score -1.788736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -17887364.000000 Penalty: 5898.590820
	Iteration 51Q: 3 clusters Score -1.788736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -17887374.000000 Penalty: 5898.590820
	Iteration 52Q: 3 clusters Score -1.788737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -17887370.000000 Penalty: 5898.590820
	Iteration 53Q: 3 clusters Score -1.788737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 145398 members 
Entering Unmasked Estep 
Score: -17887370.000000 Penalty: 5898.590820
	Iteration 54F: 3 clusters Score -1.788737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -86344.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -86344.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84600.804688 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -84600.8 nChanged 160
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: -84801.890625 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -84801.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84881.859375 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -84881.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84936.632812 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -84936.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84989.640625 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -84989.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85019.640625 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -85019.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85048.867188 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -85048.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85082.062500 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -85082.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85130.507812 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -85130.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85165.312500 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -85165.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85183.281250 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -85183.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85208.593750 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -85208.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85256.445312 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -85256.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85277.421875 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -85277.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85304.390625 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -85304.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85331.226562 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -85331.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85365.656250 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -85365.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85384.125000 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -85384.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85427.906250 Penalty: 3297.253418
	Iteration 18Q: 3 clusters Score -85427.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85496.203125 Penalty: 3297.253418
	Iteration 19Q: 3 clusters Score -85496.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85554.695312 Penalty: 3297.253418
	Iteration 20F: 3 clusters Score -85554.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85597.648438 Penalty: 3297.253418
	Iteration 21Q: 3 clusters Score -85597.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85640.726562 Penalty: 3297.253418
	Iteration 22Q: 3 clusters Score -85640.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85675.562500 Penalty: 3297.253418
	Iteration 23Q: 3 clusters Score -85675.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85710.210938 Penalty: 3297.253418
	Iteration 24Q: 3 clusters Score -85710.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85732.945312 Penalty: 3297.253418
	Iteration 25Q: 3 clusters Score -85732.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85760.265625 Penalty: 3297.253418
	Iteration 26Q: 3 clusters Score -85760.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85768.632812 Penalty: 3297.253418
	Iteration 27Q: 3 clusters Score -85768.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85775.781250 Penalty: 3297.253418
	Iteration 28Q: 3 clusters Score -85775.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85778.953125 Penalty: 3297.253418
	Iteration 29Q: 3 clusters Score -85778.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85780.453125 Penalty: 3297.253418
	Iteration 30Q: 3 clusters Score -85780.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85780.453125 Penalty: 3297.253418
	Iteration 31F: 3 clusters Score -85780.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Entering Unmasked Estep 
Score: -9131117.000000 Penalty: 2789.706543
	Iteration 0F: 2 clusters Score -9131117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -9079523.000000 Penalty: 5579.413086
	Iteration 0F: 3 clusters Score -9079523 nChanged 36084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -9099808.000000 Penalty: 5579.413086
	Iteration 1F: 3 clusters Score -9099808 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -9100385.000000 Penalty: 5579.413086
	Iteration 2Q: 3 clusters Score -9100385 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -9101117.000000 Penalty: 5579.413086
	Iteration 3Q: 3 clusters Score -9101117 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -9102072.000000 Penalty: 5579.413086
	Iteration 4Q: 3 clusters Score -9102072 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -9103622.000000 Penalty: 5579.413086
	Iteration 5Q: 3 clusters Score -9103622 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -9105983.000000 Penalty: 5579.413086
	Iteration 6F: 3 clusters Score -9105983 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -9109854.000000 Penalty: 5579.413086
	Iteration 7F: 3 clusters Score -9109854 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -9114962.000000 Penalty: 5579.413086
	Iteration 8F: 3 clusters Score -9114962 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68208 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -9120670.000000 Penalty: 5579.413086
	Iteration 9F: 3 clusters Score -9120670 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -9124997.000000 Penalty: 5579.413086
	Iteration 10F: 3 clusters Score -9124997 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9127198.000000 Penalty: 5579.413086
	Iteration 11Q: 3 clusters Score -9127198 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9128136.000000 Penalty: 5579.413086
	Iteration 12Q: 3 clusters Score -9128136 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9128452.000000 Penalty: 5579.413086
	Iteration 13Q: 3 clusters Score -9128452 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9128598.000000 Penalty: 5579.413086
	Iteration 14Q: 3 clusters Score -9128598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9128644.000000 Penalty: 5579.413086
	Iteration 15Q: 3 clusters Score -9128644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9128681.000000 Penalty: 5579.413086
	Iteration 16Q: 3 clusters Score -9128681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9128690.000000 Penalty: 5579.413086
	Iteration 17Q: 3 clusters Score -9128690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9128705.000000 Penalty: 5579.413086
	Iteration 18Q: 3 clusters Score -9128705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9128702.000000 Penalty: 5579.413086
	Iteration 19Q: 3 clusters Score -9128702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9128709.000000 Penalty: 5579.413086
	Iteration 20F: 3 clusters Score -9128709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9128704.000000 Penalty: 5579.413086
	Iteration 21Q: 3 clusters Score -9128704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9128704.000000 Penalty: 5579.413086
	Iteration 22Q: 3 clusters Score -9128704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9128704.000000 Penalty: 5579.413086
	Iteration 23F: 3 clusters Score -9128704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Entering Unmasked Estep 
Score: -1830129.750000 Penalty: 2386.761475
	Iteration 0F: 2 clusters Score -1830130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1819141.750000 Penalty: 4773.522949
	Iteration 0F: 3 clusters Score -1819142 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1822564.750000 Penalty: 4773.522949
	Iteration 1F: 3 clusters Score -1822565 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1822991.250000 Penalty: 4773.522949
	Iteration 2F: 3 clusters Score -1822991 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1823447.875000 Penalty: 4773.522949
	Iteration 3F: 3 clusters Score -1823448 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1824059.375000 Penalty: 4773.522949
	Iteration 4F: 3 clusters Score -1824059 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1824791.000000 Penalty: 4773.522949
	Iteration 5F: 3 clusters Score -1824791 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1825660.375000 Penalty: 4773.522949
	Iteration 6F: 3 clusters Score -1825660 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1826474.250000 Penalty: 4773.522949
	Iteration 7F: 3 clusters Score -1826474 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1827111.250000 Penalty: 4773.522949
	Iteration 8F: 3 clusters Score -1827111 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1827566.125000 Penalty: 4773.522949
	Iteration 9Q: 3 clusters Score -1827566 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1827922.000000 Penalty: 4773.522949
	Iteration 10Q: 3 clusters Score -1827922 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1828214.375000 Penalty: 4773.522949
	Iteration 11Q: 3 clusters Score -1828214 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1828410.375000 Penalty: 4773.522949
	Iteration 12Q: 3 clusters Score -1828410 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1828550.875000 Penalty: 4773.522949
	Iteration 13Q: 3 clusters Score -1828551 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1828662.375000 Penalty: 4773.522949
	Iteration 14Q: 3 clusters Score -1828662 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1828745.250000 Penalty: 4773.522949
	Iteration 15Q: 3 clusters Score -1828745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1828827.375000 Penalty: 4773.522949
	Iteration 16Q: 3 clusters Score -1828827 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1828883.250000 Penalty: 4773.522949
	Iteration 17Q: 3 clusters Score -1828883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1828907.875000 Penalty: 4773.522949
	Iteration 18Q: 3 clusters Score -1828908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1828939.125000 Penalty: 4773.522949
	Iteration 19Q: 3 clusters Score -1828939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1828952.875000 Penalty: 4773.522949
	Iteration 20F: 3 clusters Score -1828953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1828963.625000 Penalty: 4773.522949
	Iteration 21Q: 3 clusters Score -1828964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1828967.375000 Penalty: 4773.522949
	Iteration 22Q: 3 clusters Score -1828967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1828980.500000 Penalty: 4773.522949
	Iteration 23Q: 3 clusters Score -1828980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1828982.000000 Penalty: 4773.522949
	Iteration 24Q: 3 clusters Score -1828982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1828981.875000 Penalty: 4773.522949
	Iteration 25Q: 3 clusters Score -1828982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1828982.000000 Penalty: 4773.522949
	Iteration 26Q: 3 clusters Score -1828982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1828984.500000 Penalty: 4773.522949
	Iteration 27Q: 3 clusters Score -1828984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1828987.500000 Penalty: 4773.522949
	Iteration 28Q: 3 clusters Score -1828988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1828990.875000 Penalty: 4773.522949
	Iteration 29Q: 3 clusters Score -1828991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1828990.250000 Penalty: 4773.522949
	Iteration 30Q: 3 clusters Score -1828990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1828990.250000 Penalty: 4773.522949
	Iteration 31F: 3 clusters Score -1828990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -141377.875000 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -141377.9 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 683 members 
Entering Unmasked Estep 
Score: -139275.437500 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -139275.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -139725.062500 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -139725.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139981.359375 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -139981.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140143.640625 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -140143.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140255.640625 Penalty: 3569.184814
	Iteration 4Q: 3 clusters Score -140255.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140344.359375 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -140344.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140450.156250 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -140450.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -140518.468750 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -140518.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -140560.203125 Penalty: 3569.184814
	Iteration 8Q: 3 clusters Score -140560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -140620.578125 Penalty: 3569.184814
	Iteration 9Q: 3 clusters Score -140620.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -140703.687500 Penalty: 3569.184814
	Iteration 10Q: 3 clusters Score -140703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140789.578125 Penalty: 3569.184814
	Iteration 11Q: 3 clusters Score -140789.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140872.875000 Penalty: 3569.184814
	Iteration 12Q: 3 clusters Score -140872.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -140933.000000 Penalty: 3569.184814
	Iteration 13Q: 3 clusters Score -140933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140947.468750 Penalty: 3569.184814
	Iteration 14Q: 3 clusters Score -140947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140962.000000 Penalty: 3569.184814
	Iteration 15Q: 3 clusters Score -140962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140978.281250 Penalty: 3569.184814
	Iteration 16Q: 3 clusters Score -140978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -140987.812500 Penalty: 3569.184814
	Iteration 17Q: 3 clusters Score -140987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -140997.578125 Penalty: 3569.184814
	Iteration 18Q: 3 clusters Score -140997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141008.234375 Penalty: 3569.184814
	Iteration 19Q: 3 clusters Score -141008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -141025.421875 Penalty: 3569.184814
	Iteration 20F: 3 clusters Score -141025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -141057.640625 Penalty: 3569.184814
	Iteration 21Q: 3 clusters Score -141057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -141065.281250 Penalty: 3569.184814
	Iteration 22Q: 3 clusters Score -141065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -141070.875000 Penalty: 3569.184814
	Iteration 23Q: 3 clusters Score -141070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141071.406250 Penalty: 3569.184814
	Iteration 24Q: 3 clusters Score -141071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141072.234375 Penalty: 3569.184814
	Iteration 25Q: 3 clusters Score -141072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141072.234375 Penalty: 3569.184814
	Iteration 26F: 3 clusters Score -141072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -317681.125000 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -317681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314671.562500 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -314671.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315214.062500 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -315214.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -315318.812500 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -315318.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -315380.375000 Penalty: 3897.118652
	Iteration 3Q: 3 clusters Score -315380.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -315422.968750 Penalty: 3897.118652
	Iteration 4Q: 3 clusters Score -315423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -315455.625000 Penalty: 3897.118652
	Iteration 5Q: 3 clusters Score -315455.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -315476.218750 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -315476.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -315494.218750 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -315494.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -315509.906250 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -315509.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -315525.468750 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -315525.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -315540.437500 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -315540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315549.156250 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -315549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315558.593750 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -315558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -315563.093750 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -315563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -315567.125000 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -315567.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -315571.562500 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -315571.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -315577.312500 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -315577.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -315582.406250 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -315582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -315587.000000 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -315587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315589.968750 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -315590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -315593.031250 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -315593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -315594.937500 Penalty: 3897.118652
	Iteration 21Q: 3 clusters Score -315594.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -315595.812500 Penalty: 3897.118652
	Iteration 22Q: 3 clusters Score -315595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -315596.531250 Penalty: 3897.118652
	Iteration 23Q: 3 clusters Score -315596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -315597.031250 Penalty: 3897.118652
	Iteration 24Q: 3 clusters Score -315597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -315600.562500 Penalty: 3897.118652
	Iteration 25Q: 3 clusters Score -315600.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -315601.500000 Penalty: 3897.118652
	Iteration 26Q: 3 clusters Score -315601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -315602.093750 Penalty: 3897.118652
	Iteration 27Q: 3 clusters Score -315602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -315602.093750 Penalty: 3897.118652
	Iteration 28F: 3 clusters Score -315602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71280.335938 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71280.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71464.750000 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71464.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71534.398438 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71534.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71561.039062 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71561.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71577.656250 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71577.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71595.125000 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71595.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71609.242188 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71609.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71615.351562 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71615.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71619.476562 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71619.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71635.070312 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71635.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71638.546875 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -71638.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71638.546875 Penalty: 3215.621338
	Iteration 11F: 3 clusters Score -71638.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Entering Unmasked Estep 
Score: -1202268.125000 Penalty: 2297.677490
	Iteration 0F: 2 clusters Score -1202268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1194278.500000 Penalty: 4595.354980
	Iteration 0F: 3 clusters Score -1194278 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1196738.250000 Penalty: 4595.354980
	Iteration 1F: 3 clusters Score -1196738 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1197394.250000 Penalty: 4595.354980
	Iteration 2F: 3 clusters Score -1197394 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1198180.375000 Penalty: 4595.354980
	Iteration 3F: 3 clusters Score -1198180 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1198857.750000 Penalty: 4595.354980
	Iteration 4F: 3 clusters Score -1198858 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1199382.375000 Penalty: 4595.354980
	Iteration 5F: 3 clusters Score -1199382 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1199783.125000 Penalty: 4595.354980
	Iteration 6F: 3 clusters Score -1199783 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1200110.250000 Penalty: 4595.354980
	Iteration 7Q: 3 clusters Score -1200110 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1200402.250000 Penalty: 4595.354980
	Iteration 8Q: 3 clusters Score -1200402 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1200627.500000 Penalty: 4595.354980
	Iteration 9Q: 3 clusters Score -1200628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1200788.125000 Penalty: 4595.354980
	Iteration 10Q: 3 clusters Score -1200788 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1200904.750000 Penalty: 4595.354980
	Iteration 11Q: 3 clusters Score -1200905 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1200999.250000 Penalty: 4595.354980
	Iteration 12Q: 3 clusters Score -1200999 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1201061.875000 Penalty: 4595.354980
	Iteration 13Q: 3 clusters Score -1201062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1201106.375000 Penalty: 4595.354980
	Iteration 14Q: 3 clusters Score -1201106 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1201134.500000 Penalty: 4595.354980
	Iteration 15Q: 3 clusters Score -1201134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1201160.000000 Penalty: 4595.354980
	Iteration 16Q: 3 clusters Score -1201160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1201176.375000 Penalty: 4595.354980
	Iteration 17Q: 3 clusters Score -1201176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1201184.750000 Penalty: 4595.354980
	Iteration 18Q: 3 clusters Score -1201185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1201195.125000 Penalty: 4595.354980
	Iteration 19Q: 3 clusters Score -1201195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1201201.250000 Penalty: 4595.354980
	Iteration 20F: 3 clusters Score -1201201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1201203.750000 Penalty: 4595.354980
	Iteration 21Q: 3 clusters Score -1201204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1201205.625000 Penalty: 4595.354980
	Iteration 22Q: 3 clusters Score -1201206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1201206.250000 Penalty: 4595.354980
	Iteration 23Q: 3 clusters Score -1201206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1201208.625000 Penalty: 4595.354980
	Iteration 24Q: 3 clusters Score -1201209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1201210.375000 Penalty: 4595.354980
	Iteration 25Q: 3 clusters Score -1201210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1201213.125000 Penalty: 4595.354980
	Iteration 26Q: 3 clusters Score -1201213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1201211.750000 Penalty: 4595.354980
	Iteration 27Q: 3 clusters Score -1201212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1201214.125000 Penalty: 4595.354980
	Iteration 28Q: 3 clusters Score -1201214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1201215.250000 Penalty: 4595.354980
	Iteration 29Q: 3 clusters Score -1201215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1201215.875000 Penalty: 4595.354980
	Iteration 30Q: 3 clusters Score -1201216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1201216.125000 Penalty: 4595.354980
	Iteration 31Q: 3 clusters Score -1201216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1201214.375000 Penalty: 4595.354980
	Iteration 32Q: 3 clusters Score -1201214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1201216.375000 Penalty: 4595.354980
	Iteration 33Q: 3 clusters Score -1201216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1201218.500000 Penalty: 4595.354980
	Iteration 34Q: 3 clusters Score -1201218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1201218.250000 Penalty: 4595.354980
	Iteration 35Q: 3 clusters Score -1201218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1201218.125000 Penalty: 4595.354980
	Iteration 36Q: 3 clusters Score -1201218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1201222.500000 Penalty: 4595.354980
	Iteration 37Q: 3 clusters Score -1201222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1201219.125000 Penalty: 4595.354980
	Iteration 38Q: 3 clusters Score -1201219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1201221.500000 Penalty: 4595.354980
	Iteration 39Q: 3 clusters Score -1201222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1201224.375000 Penalty: 4595.354980
	Iteration 40F: 3 clusters Score -1201224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1201223.625000 Penalty: 4595.354980
	Iteration 41Q: 3 clusters Score -1201224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1201224.625000 Penalty: 4595.354980
	Iteration 42Q: 3 clusters Score -1201225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1201224.750000 Penalty: 4595.354980
	Iteration 43Q: 3 clusters Score -1201225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1201224.250000 Penalty: 4595.354980
	Iteration 44Q: 3 clusters Score -1201224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1201222.125000 Penalty: 4595.354980
	Iteration 45Q: 3 clusters Score -1201222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1201222.000000 Penalty: 4595.354980
	Iteration 46Q: 3 clusters Score -1201222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1201222.000000 Penalty: 4595.354980
	Iteration 47F: 3 clusters Score -1201222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -160181.343750 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -160181.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157932.203125 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -157932.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -158517.531250 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -158517.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158834.406250 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -158834.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -159025.265625 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -159025.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -159194.265625 Penalty: 3630.652832
	Iteration 4Q: 3 clusters Score -159194.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -159478.265625 Penalty: 3630.652832
	Iteration 5F: 3 clusters Score -159478.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159727.218750 Penalty: 3630.652832
	Iteration 6F: 3 clusters Score -159727.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -160068.671875 Penalty: 3630.652832
	Iteration 7F: 3 clusters Score -160068.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -160350.343750 Penalty: 3630.652832
	Iteration 8F: 3 clusters Score -160350.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160498.828125 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -160498.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -160586.390625 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -160586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -160630.125000 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -160630.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160649.437500 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -160649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -160661.484375 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -160661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -160694.171875 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -160694.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -160748.375000 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -160748.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -160795.890625 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -160795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -160834.640625 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -160834.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -160871.015625 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -160871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -160907.843750 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -160907.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -160946.093750 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -160946.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -160998.687500 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -160998.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -161086.218750 Penalty: 3630.652832
	Iteration 22Q: 3 clusters Score -161086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -161145.515625 Penalty: 3630.652832
	Iteration 23Q: 3 clusters Score -161145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -161159.546875 Penalty: 3630.652832
	Iteration 24Q: 3 clusters Score -161159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -161170.843750 Penalty: 3630.652832
	Iteration 25Q: 3 clusters Score -161170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -161177.125000 Penalty: 3630.652832
	Iteration 26Q: 3 clusters Score -161177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -161191.687500 Penalty: 3630.652832
	Iteration 27Q: 3 clusters Score -161191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -161192.765625 Penalty: 3630.652832
	Iteration 28Q: 3 clusters Score -161192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -161192.765625 Penalty: 3630.652832
	Iteration 29F: 3 clusters Score -161192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118839 members 
Mstep: Class 2 contains 12340 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 6 contains 106059 members 
Mstep: Class 7 contains 154718 members 
Mstep: Class 8 contains 1233 members 
Mstep: Class 9 contains 98818 members 
Mstep: Class 10 contains 163761 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 150782 members 
Mstep: Class 13 contains 181766 members 
Mstep: Class 14 contains 188131 members 
Mstep: Class 15 contains 162996 members 
Mstep: Class 16 contains 146140 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76789 members 
Mstep: Class 19 contains 15124 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10560 members 
Mstep: Class 24 contains 277 members 
Entering Unmasked Estep 
Score: -194674640.000000 Penalty: 85071.390625
Splitting cluster 24 changes total score from -194675664.000000 to -194674640.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118839 members 
Mstep: Class 2 contains 12340 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 6 contains 106059 members 
Mstep: Class 7 contains 154718 members 
Mstep: Class 9 contains 98818 members 
Mstep: Class 10 contains 163761 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 150782 members 
Mstep: Class 13 contains 181766 members 
Mstep: Class 14 contains 188131 members 
Mstep: Class 15 contains 162996 members 
Mstep: Class 16 contains 146140 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76789 members 
Mstep: Class 19 contains 15124 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10560 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675552.000000 Penalty: 81526.742188
Iteration 239Q: 24 clusters Score -1.946756e+08 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118567 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 6 contains 105918 members 
Mstep: Class 7 contains 154645 members 
Mstep: Class 9 contains 98936 members 
Mstep: Class 10 contains 163565 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 12 contains 150784 members 
Mstep: Class 13 contains 181556 members 
Mstep: Class 14 contains 187231 members 
Mstep: Class 15 contains 162807 members 
Mstep: Class 16 contains 148001 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76769 members 
Mstep: Class 19 contains 15108 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676496.000000 Penalty: 81526.742188
Iteration 240F: 24 clusters Score -1.946765e+08 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118308 members 
Mstep: Class 2 contains 12261 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5168 members 
Mstep: Class 6 contains 105780 members 
Mstep: Class 7 contains 154528 members 
Mstep: Class 9 contains 99045 members 
Mstep: Class 10 contains 163396 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 150739 members 
Mstep: Class 13 contains 181300 members 
Mstep: Class 14 contains 186376 members 
Mstep: Class 15 contains 162641 members 
Mstep: Class 16 contains 149892 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76769 members 
Mstep: Class 19 contains 15089 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10702 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676272.000000 Penalty: 81526.742188
Iteration 241Q: 24 clusters Score -1.946763e+08 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5173 members 
Mstep: Class 6 contains 105624 members 
Mstep: Class 7 contains 154420 members 
Mstep: Class 9 contains 99152 members 
Mstep: Class 10 contains 163299 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 150697 members 
Mstep: Class 13 contains 181038 members 
Mstep: Class 14 contains 185510 members 
Mstep: Class 15 contains 162427 members 
Mstep: Class 16 contains 151864 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76768 members 
Mstep: Class 19 contains 15071 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10768 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676608.000000 Penalty: 81526.742188
Iteration 242Q: 24 clusters Score -1.946766e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117702 members 
Mstep: Class 2 contains 12163 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 6 contains 105451 members 
Mstep: Class 7 contains 154302 members 
Mstep: Class 9 contains 99221 members 
Mstep: Class 10 contains 163253 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 150622 members 
Mstep: Class 13 contains 180721 members 
Mstep: Class 14 contains 184709 members 
Mstep: Class 15 contains 162139 members 
Mstep: Class 16 contains 153923 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76761 members 
Mstep: Class 19 contains 15051 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10829 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677696.000000 Penalty: 81526.742188
Iteration 243Q: 24 clusters Score -1.946777e+08 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117407 members 
Mstep: Class 2 contains 12115 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 105261 members 
Mstep: Class 7 contains 154180 members 
Mstep: Class 9 contains 99318 members 
Mstep: Class 10 contains 163224 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 150567 members 
Mstep: Class 13 contains 180418 members 
Mstep: Class 14 contains 183769 members 
Mstep: Class 15 contains 161783 members 
Mstep: Class 16 contains 156116 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76784 members 
Mstep: Class 19 contains 15025 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10887 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678592.000000 Penalty: 81526.742188
Iteration 244Q: 24 clusters Score -1.946786e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 12060 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 105083 members 
Mstep: Class 7 contains 154009 members 
Mstep: Class 9 contains 99372 members 
Mstep: Class 10 contains 163209 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 150465 members 
Mstep: Class 13 contains 180128 members 
Mstep: Class 14 contains 182784 members 
Mstep: Class 15 contains 161465 members 
Mstep: Class 16 contains 158444 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 76804 members 
Mstep: Class 19 contains 14992 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2587 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10942 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679104.000000 Penalty: 81526.742188
Iteration 245Q: 24 clusters Score -1.946791e+08 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 12003 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 104922 members 
Mstep: Class 7 contains 153853 members 
Mstep: Class 9 contains 99417 members 
Mstep: Class 10 contains 163220 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 150355 members 
Mstep: Class 13 contains 179823 members 
Mstep: Class 14 contains 181768 members 
Mstep: Class 15 contains 161081 members 
Mstep: Class 16 contains 160801 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76854 members 
Mstep: Class 19 contains 14967 members 
Mstep: Class 20 contains 1335 members 
Mstep: Class 21 contains 2588 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 10990 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 81526.742188
Iteration 246Q: 24 clusters Score -1.946801e+08 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 116496 members 
Mstep: Class 2 contains 11941 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 5219 members 
Mstep: Class 6 contains 104756 members 
Mstep: Class 7 contains 153681 members 
Mstep: Class 9 contains 99461 members 
Mstep: Class 10 contains 163250 members 
Mstep: Class 11 contains 7166 members 
Mstep: Class 12 contains 150251 members 
Mstep: Class 13 contains 179506 members 
Mstep: Class 14 contains 180789 members 
Mstep: Class 15 contains 160621 members 
Mstep: Class 16 contains 163165 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 76933 members 
Mstep: Class 19 contains 14949 members 
Mstep: Class 20 contains 1334 members 
Mstep: Class 21 contains 2590 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11031 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680640.000000 Penalty: 81526.742188
Iteration 247Q: 24 clusters Score -1.946806e+08 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 116186 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 5235 members 
Mstep: Class 6 contains 104566 members 
Mstep: Class 7 contains 153493 members 
Mstep: Class 9 contains 99507 members 
Mstep: Class 10 contains 163276 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 150155 members 
Mstep: Class 13 contains 179202 members 
Mstep: Class 14 contains 179895 members 
Mstep: Class 15 contains 160156 members 
Mstep: Class 16 contains 165463 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77050 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 2592 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11092 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681904.000000 Penalty: 81526.742188
Iteration 248Q: 24 clusters Score -1.946819e+08 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 104384 members 
Mstep: Class 7 contains 153274 members 
Mstep: Class 9 contains 99523 members 
Mstep: Class 10 contains 163276 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 150052 members 
Mstep: Class 13 contains 178924 members 
Mstep: Class 14 contains 179200 members 
Mstep: Class 15 contains 159669 members 
Mstep: Class 16 contains 167643 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77173 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 2596 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11167 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682608.000000 Penalty: 81526.742188
Iteration 249Q: 24 clusters Score -1.946826e+08 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5263 members 
Mstep: Class 6 contains 104152 members 
Mstep: Class 7 contains 153033 members 
Mstep: Class 9 contains 99547 members 
Mstep: Class 10 contains 163225 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 149908 members 
Mstep: Class 13 contains 178656 members 
Mstep: Class 14 contains 178639 members 
Mstep: Class 15 contains 159142 members 
Mstep: Class 16 contains 169839 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77316 members 
Mstep: Class 19 contains 14799 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11257 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684432.000000 Penalty: 81526.742188
Iteration 250Q: 24 clusters Score -1.946844e+08 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115235 members 
Mstep: Class 2 contains 11647 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5277 members 
Mstep: Class 6 contains 103865 members 
Mstep: Class 7 contains 152757 members 
Mstep: Class 9 contains 99555 members 
Mstep: Class 10 contains 163210 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 149767 members 
Mstep: Class 13 contains 178341 members 
Mstep: Class 14 contains 178295 members 
Mstep: Class 15 contains 158653 members 
Mstep: Class 16 contains 171862 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77485 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11345 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684496.000000 Penalty: 81526.742188
Iteration 251Q: 24 clusters Score -1.946845e+08 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114909 members 
Mstep: Class 2 contains 11574 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5297 members 
Mstep: Class 6 contains 103588 members 
Mstep: Class 7 contains 152472 members 
Mstep: Class 9 contains 99596 members 
Mstep: Class 10 contains 163205 members 
Mstep: Class 11 contains 7146 members 
Mstep: Class 12 contains 149613 members 
Mstep: Class 13 contains 178002 members 
Mstep: Class 14 contains 178089 members 
Mstep: Class 15 contains 158126 members 
Mstep: Class 16 contains 173748 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77673 members 
Mstep: Class 19 contains 14750 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 2599 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11423 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685360.000000 Penalty: 81526.742188
Iteration 252Q: 24 clusters Score -1.946854e+08 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5315 members 
Mstep: Class 6 contains 103307 members 
Mstep: Class 7 contains 152137 members 
Mstep: Class 9 contains 99578 members 
Mstep: Class 10 contains 163279 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 149377 members 
Mstep: Class 13 contains 177708 members 
Mstep: Class 14 contains 178093 members 
Mstep: Class 15 contains 157655 members 
Mstep: Class 16 contains 175450 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 77875 members 
Mstep: Class 19 contains 14724 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 2599 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11529 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687024.000000 Penalty: 81526.742188
Iteration 253Q: 24 clusters Score -1.94687e+08 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 11356 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 103018 members 
Mstep: Class 7 contains 151764 members 
Mstep: Class 9 contains 99561 members 
Mstep: Class 10 contains 163372 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 149126 members 
Mstep: Class 13 contains 177477 members 
Mstep: Class 14 contains 178280 members 
Mstep: Class 15 contains 157215 members 
Mstep: Class 16 contains 176936 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78065 members 
Mstep: Class 19 contains 14712 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11624 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688048.000000 Penalty: 81526.742188
Iteration 254Q: 24 clusters Score -1.94688e+08 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 102794 members 
Mstep: Class 7 contains 151452 members 
Mstep: Class 9 contains 99571 members 
Mstep: Class 10 contains 163494 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 148860 members 
Mstep: Class 13 contains 177199 members 
Mstep: Class 14 contains 178559 members 
Mstep: Class 15 contains 156663 members 
Mstep: Class 16 contains 178272 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78286 members 
Mstep: Class 19 contains 14703 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11729 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688912.000000 Penalty: 81526.742188
Iteration 255Q: 24 clusters Score -1.946889e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 5393 members 
Mstep: Class 6 contains 102530 members 
Mstep: Class 7 contains 151086 members 
Mstep: Class 9 contains 99595 members 
Mstep: Class 10 contains 163761 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 148640 members 
Mstep: Class 13 contains 176933 members 
Mstep: Class 14 contains 178966 members 
Mstep: Class 15 contains 156020 members 
Mstep: Class 16 contains 179449 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78465 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11832 members 
Mstep: Class 24 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689440.000000 Penalty: 81526.742188
Iteration 256Q: 24 clusters Score -1.946894e+08 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 11016 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 102278 members 
Mstep: Class 7 contains 150744 members 
Mstep: Class 9 contains 99646 members 
Mstep: Class 10 contains 164059 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 148438 members 
Mstep: Class 13 contains 176628 members 
Mstep: Class 14 contains 179492 members 
Mstep: Class 15 contains 155417 members 
Mstep: Class 16 contains 180413 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78650 members 
Mstep: Class 19 contains 14650 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 11929 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690576.000000 Penalty: 81526.742188
Iteration 257Q: 24 clusters Score -1.946906e+08 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 10890 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 102034 members 
Mstep: Class 7 contains 150402 members 
Mstep: Class 9 contains 99730 members 
Mstep: Class 10 contains 164447 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 148235 members 
Mstep: Class 13 contains 176378 members 
Mstep: Class 14 contains 180127 members 
Mstep: Class 15 contains 154741 members 
Mstep: Class 16 contains 181158 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78795 members 
Mstep: Class 19 contains 14627 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2598 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12054 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691296.000000 Penalty: 81526.742188
Iteration 258Q: 24 clusters Score -1.946913e+08 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 101772 members 
Mstep: Class 7 contains 150140 members 
Mstep: Class 9 contains 99799 members 
Mstep: Class 10 contains 164862 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 148014 members 
Mstep: Class 13 contains 176202 members 
Mstep: Class 14 contains 181017 members 
Mstep: Class 15 contains 153990 members 
Mstep: Class 16 contains 181645 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78876 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12180 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692240.000000 Penalty: 81526.742188
Iteration 259Q: 24 clusters Score -1.946922e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112517 members 
Mstep: Class 2 contains 10657 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 101530 members 
Mstep: Class 7 contains 149942 members 
Mstep: Class 9 contains 99879 members 
Mstep: Class 10 contains 165187 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 147920 members 
Mstep: Class 13 contains 176031 members 
Mstep: Class 14 contains 181946 members 
Mstep: Class 15 contains 153249 members 
Mstep: Class 16 contains 181966 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78938 members 
Mstep: Class 19 contains 14586 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12300 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692112.000000 Penalty: 81526.742188
Iteration 260F: 24 clusters Score -1.946921e+08 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 10551 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 101305 members 
Mstep: Class 7 contains 149828 members 
Mstep: Class 9 contains 99974 members 
Mstep: Class 10 contains 165501 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 147891 members 
Mstep: Class 13 contains 175918 members 
Mstep: Class 14 contains 182844 members 
Mstep: Class 15 contains 152509 members 
Mstep: Class 16 contains 182112 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 78973 members 
Mstep: Class 19 contains 14576 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2599 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12418 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692304.000000 Penalty: 81526.742188
Iteration 261Q: 24 clusters Score -1.946923e+08 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111934 members 
Mstep: Class 2 contains 10413 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5538 members 
Mstep: Class 6 contains 101099 members 
Mstep: Class 7 contains 149770 members 
Mstep: Class 9 contains 100093 members 
Mstep: Class 10 contains 165824 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 147908 members 
Mstep: Class 13 contains 175907 members 
Mstep: Class 14 contains 183639 members 
Mstep: Class 15 contains 151749 members 
Mstep: Class 16 contains 182150 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 14574 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12565 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692960.000000 Penalty: 81526.742188
Iteration 262Q: 24 clusters Score -1.94693e+08 nChanged 8697
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111662 members 
Mstep: Class 2 contains 10274 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 1357 members 
Mstep: Class 5 contains 5547 members 
Mstep: Class 6 contains 100922 members 
Mstep: Class 7 contains 149704 members 
Mstep: Class 9 contains 100222 members 
Mstep: Class 10 contains 166196 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 147893 members 
Mstep: Class 13 contains 175940 members 
Mstep: Class 14 contains 184524 members 
Mstep: Class 15 contains 150988 members 
Mstep: Class 16 contains 182034 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 79035 members 
Mstep: Class 19 contains 14559 members 
Mstep: Class 20 contains 1331 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12699 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693872.000000 Penalty: 81526.742188
Iteration 263Q: 24 clusters Score -1.946939e+08 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 10107 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 100740 members 
Mstep: Class 7 contains 149769 members 
Mstep: Class 9 contains 100404 members 
Mstep: Class 10 contains 166550 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 147939 members 
Mstep: Class 13 contains 176022 members 
Mstep: Class 14 contains 185430 members 
Mstep: Class 15 contains 150165 members 
Mstep: Class 16 contains 181721 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 79056 members 
Mstep: Class 19 contains 14552 members 
Mstep: Class 20 contains 1332 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12825 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694736.000000 Penalty: 81526.742188
Iteration 264Q: 24 clusters Score -1.946947e+08 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 9939 members 
Mstep: Class 3 contains 4418 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 100600 members 
Mstep: Class 7 contains 149867 members 
Mstep: Class 9 contains 100598 members 
Mstep: Class 10 contains 166849 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 148036 members 
Mstep: Class 13 contains 176169 members 
Mstep: Class 14 contains 186357 members 
Mstep: Class 15 contains 149305 members 
Mstep: Class 16 contains 181278 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 79086 members 
Mstep: Class 19 contains 14538 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694816.000000 Penalty: 81526.742188
Iteration 265Q: 24 clusters Score -1.946948e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 100428 members 
Mstep: Class 7 contains 149934 members 
Mstep: Class 9 contains 100792 members 
Mstep: Class 10 contains 167018 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 148219 members 
Mstep: Class 13 contains 176405 members 
Mstep: Class 14 contains 187189 members 
Mstep: Class 15 contains 148547 members 
Mstep: Class 16 contains 180762 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 79090 members 
Mstep: Class 19 contains 14513 members 
Mstep: Class 20 contains 1327 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 13116 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695072.000000 Penalty: 81526.742188
Iteration 266Q: 24 clusters Score -1.946951e+08 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 9568 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 100257 members 
Mstep: Class 7 contains 150016 members 
Mstep: Class 9 contains 100937 members 
Mstep: Class 10 contains 167345 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 148454 members 
Mstep: Class 13 contains 176670 members 
Mstep: Class 14 contains 188027 members 
Mstep: Class 15 contains 147717 members 
Mstep: Class 16 contains 180117 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 79078 members 
Mstep: Class 19 contains 14488 members 
Mstep: Class 20 contains 1325 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 13285 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695520.000000 Penalty: 81526.742188
Iteration 267Q: 24 clusters Score -1.946955e+08 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 9359 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 1349 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 100129 members 
Mstep: Class 7 contains 150135 members 
Mstep: Class 9 contains 101102 members 
Mstep: Class 10 contains 167660 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 148749 members 
Mstep: Class 13 contains 177005 members 
Mstep: Class 14 contains 188765 members 
Mstep: Class 15 contains 146820 members 
Mstep: Class 16 contains 179351 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 79080 members 
Mstep: Class 19 contains 14460 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696208.000000 Penalty: 81526.742188
Iteration 268Q: 24 clusters Score -1.946962e+08 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 9128 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 99962 members 
Mstep: Class 7 contains 150234 members 
Mstep: Class 9 contains 101349 members 
Mstep: Class 10 contains 167959 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 149042 members 
Mstep: Class 13 contains 177407 members 
Mstep: Class 14 contains 189471 members 
Mstep: Class 15 contains 145948 members 
Mstep: Class 16 contains 178572 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 1314 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 13702 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696608.000000 Penalty: 81526.742188
Iteration 269Q: 24 clusters Score -1.946966e+08 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 8878 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 99821 members 
Mstep: Class 7 contains 150348 members 
Mstep: Class 9 contains 101630 members 
Mstep: Class 10 contains 168209 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 149362 members 
Mstep: Class 13 contains 177826 members 
Mstep: Class 14 contains 190221 members 
Mstep: Class 15 contains 145070 members 
Mstep: Class 16 contains 177742 members 
Mstep: Class 17 contains 772 members 
Mstep: Class 18 contains 79007 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 1309 members 
Mstep: Class 21 contains 2612 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 13932 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697088.000000 Penalty: 81526.742188
Iteration 270Q: 24 clusters Score -1.946971e+08 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 1352 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 99745 members 
Mstep: Class 7 contains 150485 members 
Mstep: Class 9 contains 101931 members 
Mstep: Class 10 contains 168442 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 149704 members 
Mstep: Class 13 contains 178327 members 
Mstep: Class 14 contains 190909 members 
Mstep: Class 15 contains 144092 members 
Mstep: Class 16 contains 176836 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78950 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 1305 members 
Mstep: Class 21 contains 2616 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 14158 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697632.000000 Penalty: 81526.742188
Iteration 271Q: 24 clusters Score -1.946976e+08 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 8354 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 99679 members 
Mstep: Class 7 contains 150679 members 
Mstep: Class 9 contains 102255 members 
Mstep: Class 10 contains 168729 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 150034 members 
Mstep: Class 13 contains 178806 members 
Mstep: Class 14 contains 191539 members 
Mstep: Class 15 contains 143034 members 
Mstep: Class 16 contains 175879 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78926 members 
Mstep: Class 19 contains 14387 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 14393 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698496.000000 Penalty: 81526.742188
Iteration 272Q: 24 clusters Score -1.946985e+08 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 8100 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 99641 members 
Mstep: Class 7 contains 150910 members 
Mstep: Class 9 contains 102598 members 
Mstep: Class 10 contains 168999 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 150390 members 
Mstep: Class 13 contains 179319 members 
Mstep: Class 14 contains 192071 members 
Mstep: Class 15 contains 141879 members 
Mstep: Class 16 contains 174928 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78909 members 
Mstep: Class 19 contains 14384 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 14640 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699104.000000 Penalty: 81526.742188
Iteration 273Q: 24 clusters Score -1.946991e+08 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 99633 members 
Mstep: Class 7 contains 151194 members 
Mstep: Class 9 contains 102957 members 
Mstep: Class 10 contains 169223 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 150875 members 
Mstep: Class 13 contains 179863 members 
Mstep: Class 14 contains 192531 members 
Mstep: Class 15 contains 140534 members 
Mstep: Class 16 contains 173925 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78888 members 
Mstep: Class 19 contains 14390 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 14893 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699680.000000 Penalty: 81526.742188
Iteration 274Q: 24 clusters Score -1.946997e+08 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 7572 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 1353 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 99633 members 
Mstep: Class 7 contains 151486 members 
Mstep: Class 9 contains 103320 members 
Mstep: Class 10 contains 169461 members 
Mstep: Class 11 contains 6684 members 
Mstep: Class 12 contains 151342 members 
Mstep: Class 13 contains 180417 members 
Mstep: Class 14 contains 192998 members 
Mstep: Class 15 contains 139166 members 
Mstep: Class 16 contains 172855 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78866 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 1298 members 
Mstep: Class 21 contains 2637 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 15157 members 
Mstep: Class 24 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700448.000000 Penalty: 81526.742188
Iteration 275Q: 24 clusters Score -1.947004e+08 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110418 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 5577 members 
Mstep: Class 6 contains 99624 members 
Mstep: Class 7 contains 151856 members 
Mstep: Class 9 contains 103730 members 
Mstep: Class 10 contains 169652 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 151862 members 
Mstep: Class 13 contains 180982 members 
Mstep: Class 14 contains 193371 members 
Mstep: Class 15 contains 137774 members 
Mstep: Class 16 contains 171774 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78829 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 1294 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 15401 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700496.000000 Penalty: 81526.742188
Iteration 276Q: 24 clusters Score -1.947005e+08 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 7029 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 1346 members 
Mstep: Class 5 contains 5581 members 
Mstep: Class 6 contains 99682 members 
Mstep: Class 7 contains 152230 members 
Mstep: Class 9 contains 104142 members 
Mstep: Class 10 contains 169744 members 
Mstep: Class 11 contains 6649 members 
Mstep: Class 12 contains 152426 members 
Mstep: Class 13 contains 181533 members 
Mstep: Class 14 contains 193733 members 
Mstep: Class 15 contains 136329 members 
Mstep: Class 16 contains 170694 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78781 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 15650 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700960.000000 Penalty: 81526.742188
Iteration 277Q: 24 clusters Score -1.94701e+08 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 110822 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 99763 members 
Mstep: Class 7 contains 152695 members 
Mstep: Class 9 contains 104548 members 
Mstep: Class 10 contains 169853 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 153009 members 
Mstep: Class 13 contains 182089 members 
Mstep: Class 14 contains 194009 members 
Mstep: Class 15 contains 134706 members 
Mstep: Class 16 contains 169668 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78774 members 
Mstep: Class 19 contains 14389 members 
Mstep: Class 20 contains 1287 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 15886 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701440.000000 Penalty: 81526.742188
Iteration 278Q: 24 clusters Score -1.947014e+08 nChanged 9798
Entering ConstructFrom: 
Score: -194701440.000000 Penalty: 81526.742188
Entering ConstructFrom: 
Trying to split cluster 1 (111130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Entering Unmasked Estep 
Score: -13842159.000000 Penalty: 2881.376953
	Iteration 0F: 2 clusters Score -1.384216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -13767664.000000 Penalty: 5762.753906
	Iteration 0F: 3 clusters Score -1.376766e+07 nChanged 52781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -13798948.000000 Penalty: 5762.753906
	Iteration 1F: 3 clusters Score -1.379895e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -13801922.000000 Penalty: 5762.753906
	Iteration 2F: 3 clusters Score -1.380192e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -13806983.000000 Penalty: 5762.753906
	Iteration 3F: 3 clusters Score -1.380698e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -13814549.000000 Penalty: 5762.753906
	Iteration 4F: 3 clusters Score -1.381455e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -13822768.000000 Penalty: 5762.753906
	Iteration 5F: 3 clusters Score -1.382277e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -13829202.000000 Penalty: 5762.753906
	Iteration 6F: 3 clusters Score -1.38292e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -13832669.000000 Penalty: 5762.753906
	Iteration 7Q: 3 clusters Score -1.383267e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -13833964.000000 Penalty: 5762.753906
	Iteration 8Q: 3 clusters Score -1.383396e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -13834623.000000 Penalty: 5762.753906
	Iteration 9Q: 3 clusters Score -1.383462e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -13835104.000000 Penalty: 5762.753906
	Iteration 10Q: 3 clusters Score -1.38351e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -13835435.000000 Penalty: 5762.753906
	Iteration 11Q: 3 clusters Score -1.383544e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -13835738.000000 Penalty: 5762.753906
	Iteration 12Q: 3 clusters Score -1.383574e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -13836086.000000 Penalty: 5762.753906
	Iteration 13Q: 3 clusters Score -1.383609e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 93667 members 
Entering Unmasked Estep 
Score: -13836424.000000 Penalty: 5762.753906
	Iteration 14Q: 3 clusters Score -1.383642e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 94845 members 
Entering Unmasked Estep 
Score: -13836733.000000 Penalty: 5762.753906
	Iteration 15Q: 3 clusters Score -1.383673e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -13837101.000000 Penalty: 5762.753906
	Iteration 16Q: 3 clusters Score -1.38371e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -13837485.000000 Penalty: 5762.753906
	Iteration 17Q: 3 clusters Score -1.383748e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -13837799.000000 Penalty: 5762.753906
	Iteration 18Q: 3 clusters Score -1.38378e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -13838066.000000 Penalty: 5762.753906
	Iteration 19Q: 3 clusters Score -1.383807e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -13838327.000000 Penalty: 5762.753906
	Iteration 20F: 3 clusters Score -1.383833e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -13838637.000000 Penalty: 5762.753906
	Iteration 21Q: 3 clusters Score -1.383864e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -13838842.000000 Penalty: 5762.753906
	Iteration 22Q: 3 clusters Score -1.383884e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -13839041.000000 Penalty: 5762.753906
	Iteration 23Q: 3 clusters Score -1.383904e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -13839157.000000 Penalty: 5762.753906
	Iteration 24Q: 3 clusters Score -1.383916e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -13839288.000000 Penalty: 5762.753906
	Iteration 25Q: 3 clusters Score -1.383929e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 104079 members 
Entering Unmasked Estep 
Score: -13839420.000000 Penalty: 5762.753906
	Iteration 26Q: 3 clusters Score -1.383942e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 104527 members 
Entering Unmasked Estep 
Score: -13839558.000000 Penalty: 5762.753906
	Iteration 27Q: 3 clusters Score -1.383956e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -13839633.000000 Penalty: 5762.753906
	Iteration 28Q: 3 clusters Score -1.383963e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -13839735.000000 Penalty: 5762.753906
	Iteration 29Q: 3 clusters Score -1.383974e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 105668 members 
Entering Unmasked Estep 
Score: -13839828.000000 Penalty: 5762.753906
	Iteration 30Q: 3 clusters Score -1.383983e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -13839884.000000 Penalty: 5762.753906
	Iteration 31Q: 3 clusters Score -1.383988e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -13839919.000000 Penalty: 5762.753906
	Iteration 32Q: 3 clusters Score -1.383992e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 106504 members 
Entering Unmasked Estep 
Score: -13839969.000000 Penalty: 5762.753906
	Iteration 33Q: 3 clusters Score -1.383997e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 106711 members 
Entering Unmasked Estep 
Score: -13839989.000000 Penalty: 5762.753906
	Iteration 34Q: 3 clusters Score -1.383999e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
Score: -13840028.000000 Penalty: 5762.753906
	Iteration 35Q: 3 clusters Score -1.384003e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -13840086.000000 Penalty: 5762.753906
	Iteration 36Q: 3 clusters Score -1.384009e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -13840071.000000 Penalty: 5762.753906
	Iteration 37Q: 3 clusters Score -1.384007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 107344 members 
Entering Unmasked Estep 
Score: -13840107.000000 Penalty: 5762.753906
	Iteration 38Q: 3 clusters Score -1.384011e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -13840162.000000 Penalty: 5762.753906
	Iteration 39Q: 3 clusters Score -1.384016e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -13840194.000000 Penalty: 5762.753906
	Iteration 40F: 3 clusters Score -1.384019e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -13840195.000000 Penalty: 5762.753906
	Iteration 41Q: 3 clusters Score -1.38402e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -13840185.000000 Penalty: 5762.753906
	Iteration 42Q: 3 clusters Score -1.384018e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -13840165.000000 Penalty: 5762.753906
	Iteration 43Q: 3 clusters Score -1.384016e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 107854 members 
Entering Unmasked Estep 
Score: -13840195.000000 Penalty: 5762.753906
	Iteration 44Q: 3 clusters Score -1.38402e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -13840241.000000 Penalty: 5762.753906
	Iteration 45Q: 3 clusters Score -1.384024e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -13840274.000000 Penalty: 5762.753906
	Iteration 46Q: 3 clusters Score -1.384027e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -13840279.000000 Penalty: 5762.753906
	Iteration 47Q: 3 clusters Score -1.384028e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -13840296.000000 Penalty: 5762.753906
	Iteration 48Q: 3 clusters Score -1.38403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -13840279.000000 Penalty: 5762.753906
	Iteration 49Q: 3 clusters Score -1.384028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -13840275.000000 Penalty: 5762.753906
	Iteration 50Q: 3 clusters Score -1.384028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 108208 members 
Entering Unmasked Estep 
Score: -13840283.000000 Penalty: 5762.753906
	Iteration 51Q: 3 clusters Score -1.384028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -13840279.000000 Penalty: 5762.753906
	Iteration 52Q: 3 clusters Score -1.384028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -13840292.000000 Penalty: 5762.753906
	Iteration 53Q: 3 clusters Score -1.384029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 108292 members 
Entering Unmasked Estep 
Score: -13840316.000000 Penalty: 5762.753906
	Iteration 54Q: 3 clusters Score -1.384032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -13840310.000000 Penalty: 5762.753906
	Iteration 55Q: 3 clusters Score -1.384031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 108327 members 
Entering Unmasked Estep 
Score: -13840307.000000 Penalty: 5762.753906
	Iteration 56Q: 3 clusters Score -1.384031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -13840296.000000 Penalty: 5762.753906
	Iteration 57Q: 3 clusters Score -1.38403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -13840304.000000 Penalty: 5762.753906
	Iteration 58Q: 3 clusters Score -1.38403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -13840311.000000 Penalty: 5762.753906
	Iteration 59Q: 3 clusters Score -1.384031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -13840300.000000 Penalty: 5762.753906
	Iteration 60F: 3 clusters Score -1.38403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -13840298.000000 Penalty: 5762.753906
	Iteration 61Q: 3 clusters Score -1.38403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 108406 members 
Entering Unmasked Estep 
Score: -13840293.000000 Penalty: 5762.753906
	Iteration 62Q: 3 clusters Score -1.384029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -13840296.000000 Penalty: 5762.753906
	Iteration 63Q: 3 clusters Score -1.38403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -13840306.000000 Penalty: 5762.753906
	Iteration 64Q: 3 clusters Score -1.384031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -13840291.000000 Penalty: 5762.753906
	Iteration 65Q: 3 clusters Score -1.384029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 108433 members 
Entering Unmasked Estep 
Score: -13840305.000000 Penalty: 5762.753906
	Iteration 66Q: 3 clusters Score -1.38403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13840310.000000 Penalty: 5762.753906
	Iteration 67Q: 3 clusters Score -1.384031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13840302.000000 Penalty: 5762.753906
	Iteration 68Q: 3 clusters Score -1.38403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13840302.000000 Penalty: 5762.753906
	Iteration 69F: 3 clusters Score -1.38403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -781601.062500 Penalty: 2175.876221
	Iteration 0F: 2 clusters Score -781601.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -776130.750000 Penalty: 4351.752441
	Iteration 0F: 3 clusters Score -776130.8 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -777531.250000 Penalty: 4351.752441
	Iteration 1F: 3 clusters Score -777531.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -777759.062500 Penalty: 4351.752441
	Iteration 2F: 3 clusters Score -777759.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -777895.000000 Penalty: 4351.752441
	Iteration 3Q: 3 clusters Score -777895 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -777988.812500 Penalty: 4351.752441
	Iteration 4Q: 3 clusters Score -777988.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -778068.687500 Penalty: 4351.752441
	Iteration 5Q: 3 clusters Score -778068.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -778146.062500 Penalty: 4351.752441
	Iteration 6Q: 3 clusters Score -778146.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -778225.625000 Penalty: 4351.752441
	Iteration 7Q: 3 clusters Score -778225.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -778299.000000 Penalty: 4351.752441
	Iteration 8Q: 3 clusters Score -778299 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -778367.312500 Penalty: 4351.752441
	Iteration 9Q: 3 clusters Score -778367.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -778434.625000 Penalty: 4351.752441
	Iteration 10Q: 3 clusters Score -778434.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -778485.750000 Penalty: 4351.752441
	Iteration 11Q: 3 clusters Score -778485.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -778537.000000 Penalty: 4351.752441
	Iteration 12Q: 3 clusters Score -778537 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -778593.625000 Penalty: 4351.752441
	Iteration 13Q: 3 clusters Score -778593.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -778651.187500 Penalty: 4351.752441
	Iteration 14Q: 3 clusters Score -778651.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -778715.750000 Penalty: 4351.752441
	Iteration 15Q: 3 clusters Score -778715.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -778784.750000 Penalty: 4351.752441
	Iteration 16Q: 3 clusters Score -778784.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -778850.062500 Penalty: 4351.752441
	Iteration 17Q: 3 clusters Score -778850.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -778910.062500 Penalty: 4351.752441
	Iteration 18Q: 3 clusters Score -778910.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -778973.187500 Penalty: 4351.752441
	Iteration 19Q: 3 clusters Score -778973.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -779037.687500 Penalty: 4351.752441
	Iteration 20F: 3 clusters Score -779037.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -779103.750000 Penalty: 4351.752441
	Iteration 21Q: 3 clusters Score -779103.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -779165.500000 Penalty: 4351.752441
	Iteration 22Q: 3 clusters Score -779165.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -779227.000000 Penalty: 4351.752441
	Iteration 23Q: 3 clusters Score -779227 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -779291.375000 Penalty: 4351.752441
	Iteration 24Q: 3 clusters Score -779291.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -779352.125000 Penalty: 4351.752441
	Iteration 25Q: 3 clusters Score -779352.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -779408.812500 Penalty: 4351.752441
	Iteration 26Q: 3 clusters Score -779408.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -779446.500000 Penalty: 4351.752441
	Iteration 27Q: 3 clusters Score -779446.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -779477.000000 Penalty: 4351.752441
	Iteration 28Q: 3 clusters Score -779477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -779515.312500 Penalty: 4351.752441
	Iteration 29Q: 3 clusters Score -779515.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -779539.062500 Penalty: 4351.752441
	Iteration 30Q: 3 clusters Score -779539.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -779561.000000 Penalty: 4351.752441
	Iteration 31Q: 3 clusters Score -779561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -779588.812500 Penalty: 4351.752441
	Iteration 32Q: 3 clusters Score -779588.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -779614.437500 Penalty: 4351.752441
	Iteration 33Q: 3 clusters Score -779614.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -779632.250000 Penalty: 4351.752441
	Iteration 34Q: 3 clusters Score -779632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -779647.312500 Penalty: 4351.752441
	Iteration 35Q: 3 clusters Score -779647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -779653.375000 Penalty: 4351.752441
	Iteration 36Q: 3 clusters Score -779653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -779661.875000 Penalty: 4351.752441
	Iteration 37Q: 3 clusters Score -779661.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -779669.500000 Penalty: 4351.752441
	Iteration 38Q: 3 clusters Score -779669.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -779674.562500 Penalty: 4351.752441
	Iteration 39Q: 3 clusters Score -779674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -779677.875000 Penalty: 4351.752441
	Iteration 40F: 3 clusters Score -779677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -779680.250000 Penalty: 4351.752441
	Iteration 41Q: 3 clusters Score -779680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -779681.500000 Penalty: 4351.752441
	Iteration 42Q: 3 clusters Score -779681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -779683.750000 Penalty: 4351.752441
	Iteration 43Q: 3 clusters Score -779683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -779687.625000 Penalty: 4351.752441
	Iteration 44Q: 3 clusters Score -779687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -779694.750000 Penalty: 4351.752441
	Iteration 45Q: 3 clusters Score -779694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -779696.500000 Penalty: 4351.752441
	Iteration 46Q: 3 clusters Score -779696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -779700.062500 Penalty: 4351.752441
	Iteration 47Q: 3 clusters Score -779700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -779703.312500 Penalty: 4351.752441
	Iteration 48Q: 3 clusters Score -779703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -779708.187500 Penalty: 4351.752441
	Iteration 49Q: 3 clusters Score -779708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -779709.562500 Penalty: 4351.752441
	Iteration 50Q: 3 clusters Score -779709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -779710.125000 Penalty: 4351.752441
	Iteration 51Q: 3 clusters Score -779710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -779710.125000 Penalty: 4351.752441
	Iteration 52F: 3 clusters Score -779710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -536553.125000 Penalty: 2082.526123
	Iteration 0F: 2 clusters Score -536553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -532385.000000 Penalty: 4165.052246
	Iteration 0F: 3 clusters Score -532385 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -533295.875000 Penalty: 4165.052246
	Iteration 1F: 3 clusters Score -533295.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -533455.625000 Penalty: 4165.052246
	Iteration 2F: 3 clusters Score -533455.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -533550.812500 Penalty: 4165.052246
	Iteration 3Q: 3 clusters Score -533550.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -533638.375000 Penalty: 4165.052246
	Iteration 4Q: 3 clusters Score -533638.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -533735.437500 Penalty: 4165.052246
	Iteration 5Q: 3 clusters Score -533735.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -533854.562500 Penalty: 4165.052246
	Iteration 6Q: 3 clusters Score -533854.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -533976.437500 Penalty: 4165.052246
	Iteration 7Q: 3 clusters Score -533976.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -534120.562500 Penalty: 4165.052246
	Iteration 8Q: 3 clusters Score -534120.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -534246.187500 Penalty: 4165.052246
	Iteration 9Q: 3 clusters Score -534246.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -534373.125000 Penalty: 4165.052246
	Iteration 10Q: 3 clusters Score -534373.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -534499.937500 Penalty: 4165.052246
	Iteration 11Q: 3 clusters Score -534499.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -534632.937500 Penalty: 4165.052246
	Iteration 12Q: 3 clusters Score -534632.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -534790.187500 Penalty: 4165.052246
	Iteration 13Q: 3 clusters Score -534790.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -534936.437500 Penalty: 4165.052246
	Iteration 14Q: 3 clusters Score -534936.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -535087.062500 Penalty: 4165.052246
	Iteration 15Q: 3 clusters Score -535087.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -535260.437500 Penalty: 4165.052246
	Iteration 16Q: 3 clusters Score -535260.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -535386.812500 Penalty: 4165.052246
	Iteration 17Q: 3 clusters Score -535386.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -535465.437500 Penalty: 4165.052246
	Iteration 18Q: 3 clusters Score -535465.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -535506.562500 Penalty: 4165.052246
	Iteration 19Q: 3 clusters Score -535506.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -535537.375000 Penalty: 4165.052246
	Iteration 20F: 3 clusters Score -535537.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -535561.000000 Penalty: 4165.052246
	Iteration 21Q: 3 clusters Score -535561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -535571.562500 Penalty: 4165.052246
	Iteration 22Q: 3 clusters Score -535571.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -535582.625000 Penalty: 4165.052246
	Iteration 23Q: 3 clusters Score -535582.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -535593.687500 Penalty: 4165.052246
	Iteration 24Q: 3 clusters Score -535593.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -535608.375000 Penalty: 4165.052246
	Iteration 25Q: 3 clusters Score -535608.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -535623.500000 Penalty: 4165.052246
	Iteration 26Q: 3 clusters Score -535623.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -535632.750000 Penalty: 4165.052246
	Iteration 27Q: 3 clusters Score -535632.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -535642.875000 Penalty: 4165.052246
	Iteration 28Q: 3 clusters Score -535642.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -535652.312500 Penalty: 4165.052246
	Iteration 29Q: 3 clusters Score -535652.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -535656.437500 Penalty: 4165.052246
	Iteration 30Q: 3 clusters Score -535656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -535660.000000 Penalty: 4165.052246
	Iteration 31Q: 3 clusters Score -535660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -535665.250000 Penalty: 4165.052246
	Iteration 32Q: 3 clusters Score -535665.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -535670.625000 Penalty: 4165.052246
	Iteration 33Q: 3 clusters Score -535670.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -535680.875000 Penalty: 4165.052246
	Iteration 34Q: 3 clusters Score -535680.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -535687.312500 Penalty: 4165.052246
	Iteration 35Q: 3 clusters Score -535687.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -535696.437500 Penalty: 4165.052246
	Iteration 36Q: 3 clusters Score -535696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -535701.187500 Penalty: 4165.052246
	Iteration 37Q: 3 clusters Score -535701.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -535707.312500 Penalty: 4165.052246
	Iteration 38Q: 3 clusters Score -535707.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -535719.937500 Penalty: 4165.052246
	Iteration 39Q: 3 clusters Score -535719.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -535731.187500 Penalty: 4165.052246
	Iteration 40F: 3 clusters Score -535731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -535742.250000 Penalty: 4165.052246
	Iteration 41Q: 3 clusters Score -535742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -535755.562500 Penalty: 4165.052246
	Iteration 42Q: 3 clusters Score -535755.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -535767.937500 Penalty: 4165.052246
	Iteration 43Q: 3 clusters Score -535767.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -535778.375000 Penalty: 4165.052246
	Iteration 44Q: 3 clusters Score -535778.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -535787.562500 Penalty: 4165.052246
	Iteration 45Q: 3 clusters Score -535787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -535796.500000 Penalty: 4165.052246
	Iteration 46Q: 3 clusters Score -535796.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -535803.562500 Penalty: 4165.052246
	Iteration 47Q: 3 clusters Score -535803.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -535813.812500 Penalty: 4165.052246
	Iteration 48Q: 3 clusters Score -535813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -535821.750000 Penalty: 4165.052246
	Iteration 49Q: 3 clusters Score -535821.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -535831.750000 Penalty: 4165.052246
	Iteration 50Q: 3 clusters Score -535831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -535840.000000 Penalty: 4165.052246
	Iteration 51Q: 3 clusters Score -535840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -535854.125000 Penalty: 4165.052246
	Iteration 52Q: 3 clusters Score -535854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -535873.437500 Penalty: 4165.052246
	Iteration 53Q: 3 clusters Score -535873.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -535890.750000 Penalty: 4165.052246
	Iteration 54Q: 3 clusters Score -535890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -535907.562500 Penalty: 4165.052246
	Iteration 55Q: 3 clusters Score -535907.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -535936.437500 Penalty: 4165.052246
	Iteration 56Q: 3 clusters Score -535936.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -535952.937500 Penalty: 4165.052246
	Iteration 57Q: 3 clusters Score -535952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -535960.375000 Penalty: 4165.052246
	Iteration 58Q: 3 clusters Score -535960.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -535964.000000 Penalty: 4165.052246
	Iteration 59Q: 3 clusters Score -535964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -535967.687500 Penalty: 4165.052246
	Iteration 60F: 3 clusters Score -535967.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -535969.812500 Penalty: 4165.052246
	Iteration 61Q: 3 clusters Score -535969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -535970.625000 Penalty: 4165.052246
	Iteration 62Q: 3 clusters Score -535970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -535972.187500 Penalty: 4165.052246
	Iteration 63Q: 3 clusters Score -535972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -535973.625000 Penalty: 4165.052246
	Iteration 64Q: 3 clusters Score -535973.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -535973.625000 Penalty: 4165.052246
	Iteration 65F: 3 clusters Score -535973.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -160176.656250 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -160176.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158052.468750 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -158052.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158374.546875 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -158374.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158456.906250 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -158456.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -158499.609375 Penalty: 3571.040527
	Iteration 3Q: 3 clusters Score -158499.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158532.812500 Penalty: 3571.040527
	Iteration 4Q: 3 clusters Score -158532.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158545.078125 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -158545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158551.015625 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -158551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158553.453125 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -158553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -158553.453125 Penalty: 3571.040527
	Iteration 8F: 3 clusters Score -158553.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Entering Unmasked Estep 
Score: -647192.250000 Penalty: 2139.659912
	Iteration 0F: 2 clusters Score -647192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -642334.187500 Penalty: 4279.319824
	Iteration 0F: 3 clusters Score -642334.2 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -643686.187500 Penalty: 4279.319824
	Iteration 1F: 3 clusters Score -643686.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -644087.312500 Penalty: 4279.319824
	Iteration 2F: 3 clusters Score -644087.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -644401.062500 Penalty: 4279.319824
	Iteration 3F: 3 clusters Score -644401.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -644634.562500 Penalty: 4279.319824
	Iteration 4F: 3 clusters Score -644634.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -644890.312500 Penalty: 4279.319824
	Iteration 5F: 3 clusters Score -644890.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -645090.625000 Penalty: 4279.319824
	Iteration 6F: 3 clusters Score -645090.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -645226.437500 Penalty: 4279.319824
	Iteration 7Q: 3 clusters Score -645226.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -645341.250000 Penalty: 4279.319824
	Iteration 8Q: 3 clusters Score -645341.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -645415.500000 Penalty: 4279.319824
	Iteration 9Q: 3 clusters Score -645415.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -645481.562500 Penalty: 4279.319824
	Iteration 10Q: 3 clusters Score -645481.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -645529.750000 Penalty: 4279.319824
	Iteration 11Q: 3 clusters Score -645529.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -645570.000000 Penalty: 4279.319824
	Iteration 12Q: 3 clusters Score -645570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -645607.375000 Penalty: 4279.319824
	Iteration 13Q: 3 clusters Score -645607.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -645634.312500 Penalty: 4279.319824
	Iteration 14Q: 3 clusters Score -645634.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -645653.562500 Penalty: 4279.319824
	Iteration 15Q: 3 clusters Score -645653.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -645669.750000 Penalty: 4279.319824
	Iteration 16Q: 3 clusters Score -645669.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -645685.187500 Penalty: 4279.319824
	Iteration 17Q: 3 clusters Score -645685.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -645697.000000 Penalty: 4279.319824
	Iteration 18Q: 3 clusters Score -645697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -645706.000000 Penalty: 4279.319824
	Iteration 19Q: 3 clusters Score -645706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -645716.625000 Penalty: 4279.319824
	Iteration 20F: 3 clusters Score -645716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -645719.250000 Penalty: 4279.319824
	Iteration 21Q: 3 clusters Score -645719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -645729.250000 Penalty: 4279.319824
	Iteration 22Q: 3 clusters Score -645729.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -645742.187500 Penalty: 4279.319824
	Iteration 23Q: 3 clusters Score -645742.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -645755.625000 Penalty: 4279.319824
	Iteration 24Q: 3 clusters Score -645755.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -645764.812500 Penalty: 4279.319824
	Iteration 25Q: 3 clusters Score -645764.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -645775.062500 Penalty: 4279.319824
	Iteration 26Q: 3 clusters Score -645775.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -645782.812500 Penalty: 4279.319824
	Iteration 27Q: 3 clusters Score -645782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -645789.125000 Penalty: 4279.319824
	Iteration 28Q: 3 clusters Score -645789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -645796.500000 Penalty: 4279.319824
	Iteration 29Q: 3 clusters Score -645796.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -645801.937500 Penalty: 4279.319824
	Iteration 30Q: 3 clusters Score -645801.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -645807.375000 Penalty: 4279.319824
	Iteration 31Q: 3 clusters Score -645807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -645811.812500 Penalty: 4279.319824
	Iteration 32Q: 3 clusters Score -645811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -645813.687500 Penalty: 4279.319824
	Iteration 33Q: 3 clusters Score -645813.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -645815.000000 Penalty: 4279.319824
	Iteration 34Q: 3 clusters Score -645815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -645816.875000 Penalty: 4279.319824
	Iteration 35Q: 3 clusters Score -645816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -645816.875000 Penalty: 4279.319824
	Iteration 36F: 3 clusters Score -645816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99858 members 
Entering Unmasked Estep 
Score: -12408992.000000 Penalty: 2854.853027
	Iteration 0F: 2 clusters Score -1.240899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -12342272.000000 Penalty: 5709.706055
	Iteration 0F: 3 clusters Score -1.234227e+07 nChanged 47189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -12369196.000000 Penalty: 5709.706055
	Iteration 1F: 3 clusters Score -1.23692e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -12370048.000000 Penalty: 5709.706055
	Iteration 2Q: 3 clusters Score -1.237005e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -12371039.000000 Penalty: 5709.706055
	Iteration 3Q: 3 clusters Score -1.237104e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -12372053.000000 Penalty: 5709.706055
	Iteration 4Q: 3 clusters Score -1.237205e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -12373343.000000 Penalty: 5709.706055
	Iteration 5Q: 3 clusters Score -1.237334e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -12375250.000000 Penalty: 5709.706055
	Iteration 6Q: 3 clusters Score -1.237525e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -12378207.000000 Penalty: 5709.706055
	Iteration 7F: 3 clusters Score -1.237821e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -12382640.000000 Penalty: 5709.706055
	Iteration 8F: 3 clusters Score -1.238264e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -12388581.000000 Penalty: 5709.706055
	Iteration 9F: 3 clusters Score -1.238858e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -12394848.000000 Penalty: 5709.706055
	Iteration 10F: 3 clusters Score -1.239485e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -12398869.000000 Penalty: 5709.706055
	Iteration 11F: 3 clusters Score -1.239887e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -12400523.000000 Penalty: 5709.706055
	Iteration 12Q: 3 clusters Score -1.240052e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -12401423.000000 Penalty: 5709.706055
	Iteration 13Q: 3 clusters Score -1.240142e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -12402108.000000 Penalty: 5709.706055
	Iteration 14Q: 3 clusters Score -1.240211e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -12402615.000000 Penalty: 5709.706055
	Iteration 15Q: 3 clusters Score -1.240262e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -12403091.000000 Penalty: 5709.706055
	Iteration 16Q: 3 clusters Score -1.240309e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -12403481.000000 Penalty: 5709.706055
	Iteration 17Q: 3 clusters Score -1.240348e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -12403889.000000 Penalty: 5709.706055
	Iteration 18Q: 3 clusters Score -1.240389e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -12404357.000000 Penalty: 5709.706055
	Iteration 19Q: 3 clusters Score -1.240436e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -12404758.000000 Penalty: 5709.706055
	Iteration 20F: 3 clusters Score -1.240476e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89709 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -12405094.000000 Penalty: 5709.706055
	Iteration 21Q: 3 clusters Score -1.240509e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -12405396.000000 Penalty: 5709.706055
	Iteration 22Q: 3 clusters Score -1.24054e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -12405725.000000 Penalty: 5709.706055
	Iteration 23Q: 3 clusters Score -1.240572e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -12405986.000000 Penalty: 5709.706055
	Iteration 24Q: 3 clusters Score -1.240599e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -12406153.000000 Penalty: 5709.706055
	Iteration 25Q: 3 clusters Score -1.240615e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93194 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -12406324.000000 Penalty: 5709.706055
	Iteration 26Q: 3 clusters Score -1.240632e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -12406486.000000 Penalty: 5709.706055
	Iteration 27Q: 3 clusters Score -1.240649e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -12406571.000000 Penalty: 5709.706055
	Iteration 28Q: 3 clusters Score -1.240657e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94584 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -12406669.000000 Penalty: 5709.706055
	Iteration 29Q: 3 clusters Score -1.240667e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -12406796.000000 Penalty: 5709.706055
	Iteration 30Q: 3 clusters Score -1.24068e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -12406862.000000 Penalty: 5709.706055
	Iteration 31Q: 3 clusters Score -1.240686e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -12406948.000000 Penalty: 5709.706055
	Iteration 32Q: 3 clusters Score -1.240695e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -12407009.000000 Penalty: 5709.706055
	Iteration 33Q: 3 clusters Score -1.240701e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95972 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -12407050.000000 Penalty: 5709.706055
	Iteration 34Q: 3 clusters Score -1.240705e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -12407106.000000 Penalty: 5709.706055
	Iteration 35Q: 3 clusters Score -1.240711e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -12407132.000000 Penalty: 5709.706055
	Iteration 36Q: 3 clusters Score -1.240713e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -12407147.000000 Penalty: 5709.706055
	Iteration 37Q: 3 clusters Score -1.240715e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -12407180.000000 Penalty: 5709.706055
	Iteration 38Q: 3 clusters Score -1.240718e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -12407173.000000 Penalty: 5709.706055
	Iteration 39Q: 3 clusters Score -1.240717e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -12407181.000000 Penalty: 5709.706055
	Iteration 40F: 3 clusters Score -1.240718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -12407195.000000 Penalty: 5709.706055
	Iteration 41Q: 3 clusters Score -1.24072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -12407227.000000 Penalty: 5709.706055
	Iteration 42Q: 3 clusters Score -1.240723e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -12407230.000000 Penalty: 5709.706055
	Iteration 43Q: 3 clusters Score -1.240723e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -12407247.000000 Penalty: 5709.706055
	Iteration 44Q: 3 clusters Score -1.240725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -12407264.000000 Penalty: 5709.706055
	Iteration 45Q: 3 clusters Score -1.240726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96969 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12407261.000000 Penalty: 5709.706055
	Iteration 46Q: 3 clusters Score -1.240726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12407279.000000 Penalty: 5709.706055
	Iteration 47Q: 3 clusters Score -1.240728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -12407286.000000 Penalty: 5709.706055
	Iteration 48Q: 3 clusters Score -1.240729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -12407303.000000 Penalty: 5709.706055
	Iteration 49Q: 3 clusters Score -1.24073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -12407286.000000 Penalty: 5709.706055
	Iteration 50Q: 3 clusters Score -1.240729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -12407301.000000 Penalty: 5709.706055
	Iteration 51Q: 3 clusters Score -1.24073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -12407311.000000 Penalty: 5709.706055
	Iteration 52Q: 3 clusters Score -1.240731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -12407318.000000 Penalty: 5709.706055
	Iteration 53Q: 3 clusters Score -1.240732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -12407313.000000 Penalty: 5709.706055
	Iteration 54Q: 3 clusters Score -1.240731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -12407307.000000 Penalty: 5709.706055
	Iteration 55Q: 3 clusters Score -1.240731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -12407312.000000 Penalty: 5709.706055
	Iteration 56Q: 3 clusters Score -1.240731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -12407309.000000 Penalty: 5709.706055
	Iteration 57Q: 3 clusters Score -1.240731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -12407315.000000 Penalty: 5709.706055
	Iteration 58Q: 3 clusters Score -1.240732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -12407309.000000 Penalty: 5709.706055
	Iteration 59Q: 3 clusters Score -1.240731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -12407314.000000 Penalty: 5709.706055
	Iteration 60F: 3 clusters Score -1.240731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12407310.000000 Penalty: 5709.706055
	Iteration 61Q: 3 clusters Score -1.240731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -12407316.000000 Penalty: 5709.706055
	Iteration 62Q: 3 clusters Score -1.240732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -12407323.000000 Penalty: 5709.706055
	Iteration 63Q: 3 clusters Score -1.240732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97195 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -12407312.000000 Penalty: 5709.706055
	Iteration 64Q: 3 clusters Score -1.240731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -12407333.000000 Penalty: 5709.706055
	Iteration 65Q: 3 clusters Score -1.240733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12407310.000000 Penalty: 5709.706055
	Iteration 66Q: 3 clusters Score -1.240731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12407311.000000 Penalty: 5709.706055
	Iteration 67Q: 3 clusters Score -1.240731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -12407316.000000 Penalty: 5709.706055
	Iteration 68Q: 3 clusters Score -1.240732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12407306.000000 Penalty: 5709.706055
	Iteration 69Q: 3 clusters Score -1.240731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -12407296.000000 Penalty: 5709.706055
	Iteration 70Q: 3 clusters Score -1.24073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -12407307.000000 Penalty: 5709.706055
	Iteration 71Q: 3 clusters Score -1.240731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -12407309.000000 Penalty: 5709.706055
	Iteration 72Q: 3 clusters Score -1.240731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97225 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -12407320.000000 Penalty: 5709.706055
	Iteration 73Q: 3 clusters Score -1.240732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -12407307.000000 Penalty: 5709.706055
	Iteration 74Q: 3 clusters Score -1.240731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -12407308.000000 Penalty: 5709.706055
	Iteration 75Q: 3 clusters Score -1.240731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12407303.000000 Penalty: 5709.706055
	Iteration 76Q: 3 clusters Score -1.24073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -12407309.000000 Penalty: 5709.706055
	Iteration 77Q: 3 clusters Score -1.240731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -12407304.000000 Penalty: 5709.706055
	Iteration 78Q: 3 clusters Score -1.24073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -12407291.000000 Penalty: 5709.706055
	Iteration 79Q: 3 clusters Score -1.240729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -12407281.000000 Penalty: 5709.706055
	Iteration 80F: 3 clusters Score -1.240728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -12407285.000000 Penalty: 5709.706055
	Iteration 81Q: 3 clusters Score -1.240728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97262 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12407281.000000 Penalty: 5709.706055
	Iteration 82Q: 3 clusters Score -1.240728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -12407279.000000 Penalty: 5709.706055
	Iteration 83Q: 3 clusters Score -1.240728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -12407271.000000 Penalty: 5709.706055
	Iteration 84Q: 3 clusters Score -1.240727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12407276.000000 Penalty: 5709.706055
	Iteration 85Q: 3 clusters Score -1.240728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -12407279.000000 Penalty: 5709.706055
	Iteration 86Q: 3 clusters Score -1.240728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -12407279.000000 Penalty: 5709.706055
	Iteration 87F: 3 clusters Score -1.240728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Entering Unmasked Estep 
Score: -18908182.000000 Penalty: 2961.118896
	Iteration 0F: 2 clusters Score -1.890818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 76354 members 
Entering Unmasked Estep 
Score: -18806252.000000 Penalty: 5922.237793
	Iteration 0F: 3 clusters Score -1.880625e+07 nChanged 73327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -18849928.000000 Penalty: 5922.237793
	Iteration 1F: 3 clusters Score -1.884993e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86028 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -18851916.000000 Penalty: 5922.237793
	Iteration 2Q: 3 clusters Score -1.885192e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -18855264.000000 Penalty: 5922.237793
	Iteration 3Q: 3 clusters Score -1.885526e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -18860828.000000 Penalty: 5922.237793
	Iteration 4F: 3 clusters Score -1.886083e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109089 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -18868986.000000 Penalty: 5922.237793
	Iteration 5F: 3 clusters Score -1.886899e+07 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -18879358.000000 Penalty: 5922.237793
	Iteration 6F: 3 clusters Score -1.887936e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130615 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -18889884.000000 Penalty: 5922.237793
	Iteration 7F: 3 clusters Score -1.888988e+07 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138266 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -18897208.000000 Penalty: 5922.237793
	Iteration 8F: 3 clusters Score -1.889721e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -18901340.000000 Penalty: 5922.237793
	Iteration 9Q: 3 clusters Score -1.890134e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -18903474.000000 Penalty: 5922.237793
	Iteration 10Q: 3 clusters Score -1.890347e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -18904538.000000 Penalty: 5922.237793
	Iteration 11Q: 3 clusters Score -1.890454e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148175 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -18905080.000000 Penalty: 5922.237793
	Iteration 12Q: 3 clusters Score -1.890508e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -18905326.000000 Penalty: 5922.237793
	Iteration 13Q: 3 clusters Score -1.890533e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -18905638.000000 Penalty: 5922.237793
	Iteration 14Q: 3 clusters Score -1.890564e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -18905796.000000 Penalty: 5922.237793
	Iteration 15Q: 3 clusters Score -1.89058e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150376 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -18905934.000000 Penalty: 5922.237793
	Iteration 16Q: 3 clusters Score -1.890593e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -18906042.000000 Penalty: 5922.237793
	Iteration 17Q: 3 clusters Score -1.890604e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -18906086.000000 Penalty: 5922.237793
	Iteration 18Q: 3 clusters Score -1.890609e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18906212.000000 Penalty: 5922.237793
	Iteration 19Q: 3 clusters Score -1.890621e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151304 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -18906334.000000 Penalty: 5922.237793
	Iteration 20F: 3 clusters Score -1.890633e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151419 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -18906334.000000 Penalty: 5922.237793
	Iteration 21Q: 3 clusters Score -1.890633e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151518 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -18906416.000000 Penalty: 5922.237793
	Iteration 22Q: 3 clusters Score -1.890642e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -18906470.000000 Penalty: 5922.237793
	Iteration 23Q: 3 clusters Score -1.890647e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -18906552.000000 Penalty: 5922.237793
	Iteration 24Q: 3 clusters Score -1.890655e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151727 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -18906622.000000 Penalty: 5922.237793
	Iteration 25Q: 3 clusters Score -1.890662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151758 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -18906612.000000 Penalty: 5922.237793
	Iteration 26Q: 3 clusters Score -1.890661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18906634.000000 Penalty: 5922.237793
	Iteration 27Q: 3 clusters Score -1.890663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -18906640.000000 Penalty: 5922.237793
	Iteration 28Q: 3 clusters Score -1.890664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -18906642.000000 Penalty: 5922.237793
	Iteration 29Q: 3 clusters Score -1.890664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -18906642.000000 Penalty: 5922.237793
	Iteration 30Q: 3 clusters Score -1.890664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -18906646.000000 Penalty: 5922.237793
	Iteration 31Q: 3 clusters Score -1.890665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -18906658.000000 Penalty: 5922.237793
	Iteration 32Q: 3 clusters Score -1.890666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151852 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18906658.000000 Penalty: 5922.237793
	Iteration 33Q: 3 clusters Score -1.890666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18906654.000000 Penalty: 5922.237793
	Iteration 34Q: 3 clusters Score -1.890665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18906668.000000 Penalty: 5922.237793
	Iteration 35Q: 3 clusters Score -1.890667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18906658.000000 Penalty: 5922.237793
	Iteration 36Q: 3 clusters Score -1.890666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -18906658.000000 Penalty: 5922.237793
	Iteration 37F: 3 clusters Score -1.890666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (104971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104971 members 
Entering Unmasked Estep 
Score: -13053712.000000 Penalty: 2867.237061
	Iteration 0F: 2 clusters Score -1.305371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -12983498.000000 Penalty: 5734.474121
	Iteration 0F: 3 clusters Score -1.29835e+07 nChanged 49679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -13012110.000000 Penalty: 5734.474121
	Iteration 1F: 3 clusters Score -1.301211e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -13012962.000000 Penalty: 5734.474121
	Iteration 2Q: 3 clusters Score -1.301296e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -13013829.000000 Penalty: 5734.474121
	Iteration 3Q: 3 clusters Score -1.301383e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -13014876.000000 Penalty: 5734.474121
	Iteration 4Q: 3 clusters Score -1.301488e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -13016162.000000 Penalty: 5734.474121
	Iteration 5Q: 3 clusters Score -1.301616e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -13017755.000000 Penalty: 5734.474121
	Iteration 6Q: 3 clusters Score -1.301776e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -13020011.000000 Penalty: 5734.474121
	Iteration 7Q: 3 clusters Score -1.302001e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -13022768.000000 Penalty: 5734.474121
	Iteration 8Q: 3 clusters Score -1.302277e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -13025800.000000 Penalty: 5734.474121
	Iteration 9F: 3 clusters Score -1.30258e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -13029059.000000 Penalty: 5734.474121
	Iteration 10F: 3 clusters Score -1.302906e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -13032481.000000 Penalty: 5734.474121
	Iteration 11Q: 3 clusters Score -1.303248e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -13035589.000000 Penalty: 5734.474121
	Iteration 12Q: 3 clusters Score -1.303559e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -13037866.000000 Penalty: 5734.474121
	Iteration 13Q: 3 clusters Score -1.303787e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -13039576.000000 Penalty: 5734.474121
	Iteration 14Q: 3 clusters Score -1.303958e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -13040892.000000 Penalty: 5734.474121
	Iteration 15Q: 3 clusters Score -1.304089e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -13041863.000000 Penalty: 5734.474121
	Iteration 16Q: 3 clusters Score -1.304186e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -13042687.000000 Penalty: 5734.474121
	Iteration 17Q: 3 clusters Score -1.304269e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -13043381.000000 Penalty: 5734.474121
	Iteration 18Q: 3 clusters Score -1.304338e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -13044074.000000 Penalty: 5734.474121
	Iteration 19Q: 3 clusters Score -1.304407e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -13044687.000000 Penalty: 5734.474121
	Iteration 20F: 3 clusters Score -1.304469e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -13045228.000000 Penalty: 5734.474121
	Iteration 21Q: 3 clusters Score -1.304523e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -13045827.000000 Penalty: 5734.474121
	Iteration 22Q: 3 clusters Score -1.304583e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -13046444.000000 Penalty: 5734.474121
	Iteration 23Q: 3 clusters Score -1.304644e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -13047000.000000 Penalty: 5734.474121
	Iteration 24Q: 3 clusters Score -1.3047e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -13047518.000000 Penalty: 5734.474121
	Iteration 25Q: 3 clusters Score -1.304752e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -13048078.000000 Penalty: 5734.474121
	Iteration 26Q: 3 clusters Score -1.304808e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -13048589.000000 Penalty: 5734.474121
	Iteration 27Q: 3 clusters Score -1.304859e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -13049022.000000 Penalty: 5734.474121
	Iteration 28Q: 3 clusters Score -1.304902e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -13049423.000000 Penalty: 5734.474121
	Iteration 29Q: 3 clusters Score -1.304942e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -13049785.000000 Penalty: 5734.474121
	Iteration 30Q: 3 clusters Score -1.304978e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100557 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -13050098.000000 Penalty: 5734.474121
	Iteration 31Q: 3 clusters Score -1.30501e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -13050353.000000 Penalty: 5734.474121
	Iteration 32Q: 3 clusters Score -1.305035e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101621 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -13050544.000000 Penalty: 5734.474121
	Iteration 33Q: 3 clusters Score -1.305054e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -13050686.000000 Penalty: 5734.474121
	Iteration 34Q: 3 clusters Score -1.305069e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -13050818.000000 Penalty: 5734.474121
	Iteration 35Q: 3 clusters Score -1.305082e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -13050934.000000 Penalty: 5734.474121
	Iteration 36Q: 3 clusters Score -1.305093e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -13051033.000000 Penalty: 5734.474121
	Iteration 37Q: 3 clusters Score -1.305103e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -13051097.000000 Penalty: 5734.474121
	Iteration 38Q: 3 clusters Score -1.30511e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103088 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -13051122.000000 Penalty: 5734.474121
	Iteration 39Q: 3 clusters Score -1.305112e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13051172.000000 Penalty: 5734.474121
	Iteration 40F: 3 clusters Score -1.305117e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -13051210.000000 Penalty: 5734.474121
	Iteration 41Q: 3 clusters Score -1.305121e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13051227.000000 Penalty: 5734.474121
	Iteration 42Q: 3 clusters Score -1.305123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -13051241.000000 Penalty: 5734.474121
	Iteration 43Q: 3 clusters Score -1.305124e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103434 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13051272.000000 Penalty: 5734.474121
	Iteration 44Q: 3 clusters Score -1.305127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103487 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -13051274.000000 Penalty: 5734.474121
	Iteration 45Q: 3 clusters Score -1.305127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13051293.000000 Penalty: 5734.474121
	Iteration 46Q: 3 clusters Score -1.305129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -13051325.000000 Penalty: 5734.474121
	Iteration 47Q: 3 clusters Score -1.305132e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -13051324.000000 Penalty: 5734.474121
	Iteration 48Q: 3 clusters Score -1.305132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -13051334.000000 Penalty: 5734.474121
	Iteration 49Q: 3 clusters Score -1.305133e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103647 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13051339.000000 Penalty: 5734.474121
	Iteration 50Q: 3 clusters Score -1.305134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13051351.000000 Penalty: 5734.474121
	Iteration 51Q: 3 clusters Score -1.305135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103684 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13051339.000000 Penalty: 5734.474121
	Iteration 52Q: 3 clusters Score -1.305134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13051354.000000 Penalty: 5734.474121
	Iteration 53Q: 3 clusters Score -1.305135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -13051337.000000 Penalty: 5734.474121
	Iteration 54Q: 3 clusters Score -1.305134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -13051342.000000 Penalty: 5734.474121
	Iteration 55Q: 3 clusters Score -1.305134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13051347.000000 Penalty: 5734.474121
	Iteration 56Q: 3 clusters Score -1.305135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -13051356.000000 Penalty: 5734.474121
	Iteration 57Q: 3 clusters Score -1.305136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13051354.000000 Penalty: 5734.474121
	Iteration 58Q: 3 clusters Score -1.305135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103722 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -13051354.000000 Penalty: 5734.474121
	Iteration 59Q: 3 clusters Score -1.305135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13051366.000000 Penalty: 5734.474121
	Iteration 60F: 3 clusters Score -1.305137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -13051364.000000 Penalty: 5734.474121
	Iteration 61Q: 3 clusters Score -1.305136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13051362.000000 Penalty: 5734.474121
	Iteration 62Q: 3 clusters Score -1.305136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103741 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -13051352.000000 Penalty: 5734.474121
	Iteration 63Q: 3 clusters Score -1.305135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13051366.000000 Penalty: 5734.474121
	Iteration 64Q: 3 clusters Score -1.305137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -13051365.000000 Penalty: 5734.474121
	Iteration 65Q: 3 clusters Score -1.305136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -13051366.000000 Penalty: 5734.474121
	Iteration 66Q: 3 clusters Score -1.305137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13051362.000000 Penalty: 5734.474121
	Iteration 67Q: 3 clusters Score -1.305136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13051368.000000 Penalty: 5734.474121
	Iteration 68Q: 3 clusters Score -1.305137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13051357.000000 Penalty: 5734.474121
	Iteration 69Q: 3 clusters Score -1.305136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103747 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -13051357.000000 Penalty: 5734.474121
	Iteration 70F: 3 clusters Score -1.305136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (170056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170056 members 
Entering Unmasked Estep 
Score: -20977042.000000 Penalty: 2986.883057
	Iteration 0F: 2 clusters Score -2.097704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -20866204.000000 Penalty: 5973.766113
	Iteration 0F: 3 clusters Score -2.08662e+07 nChanged 81498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -20913274.000000 Penalty: 5973.766113
	Iteration 1F: 3 clusters Score -2.091327e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -20914306.000000 Penalty: 5973.766113
	Iteration 2Q: 3 clusters Score -2.091431e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 80020 members 
Entering Unmasked Estep 
Score: -20915736.000000 Penalty: 5973.766113
	Iteration 3Q: 3 clusters Score -2.091574e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -20917952.000000 Penalty: 5973.766113
	Iteration 4Q: 3 clusters Score -2.091795e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -20921270.000000 Penalty: 5973.766113
	Iteration 5Q: 3 clusters Score -2.092127e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -20926332.000000 Penalty: 5973.766113
	Iteration 6F: 3 clusters Score -2.092633e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -20933554.000000 Penalty: 5973.766113
	Iteration 7F: 3 clusters Score -2.093355e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118360 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -20941896.000000 Penalty: 5973.766113
	Iteration 8F: 3 clusters Score -2.09419e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -20949282.000000 Penalty: 5973.766113
	Iteration 9F: 3 clusters Score -2.094928e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -20954576.000000 Penalty: 5973.766113
	Iteration 10Q: 3 clusters Score -2.095458e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136647 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -20958158.000000 Penalty: 5973.766113
	Iteration 11Q: 3 clusters Score -2.095816e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -20960732.000000 Penalty: 5973.766113
	Iteration 12Q: 3 clusters Score -2.096073e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144838 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -20962856.000000 Penalty: 5973.766113
	Iteration 13Q: 3 clusters Score -2.096286e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -20964686.000000 Penalty: 5973.766113
	Iteration 14Q: 3 clusters Score -2.096469e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -20966872.000000 Penalty: 5973.766113
	Iteration 15Q: 3 clusters Score -2.096687e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155668 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -20968548.000000 Penalty: 5973.766113
	Iteration 16Q: 3 clusters Score -2.096855e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -20970356.000000 Penalty: 5973.766113
	Iteration 17Q: 3 clusters Score -2.097036e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161686 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -20971908.000000 Penalty: 5973.766113
	Iteration 18Q: 3 clusters Score -2.097191e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -20973026.000000 Penalty: 5973.766113
	Iteration 19Q: 3 clusters Score -2.097303e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -20973796.000000 Penalty: 5973.766113
	Iteration 20F: 3 clusters Score -2.09738e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166700 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20974242.000000 Penalty: 5973.766113
	Iteration 21Q: 3 clusters Score -2.097424e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -20974538.000000 Penalty: 5973.766113
	Iteration 22Q: 3 clusters Score -2.097454e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167919 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -20974634.000000 Penalty: 5973.766113
	Iteration 23Q: 3 clusters Score -2.097463e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -20974686.000000 Penalty: 5973.766113
	Iteration 24Q: 3 clusters Score -2.097469e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168423 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20974726.000000 Penalty: 5973.766113
	Iteration 25Q: 3 clusters Score -2.097473e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168561 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20974796.000000 Penalty: 5973.766113
	Iteration 26Q: 3 clusters Score -2.09748e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168657 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -20974830.000000 Penalty: 5973.766113
	Iteration 27Q: 3 clusters Score -2.097483e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20974884.000000 Penalty: 5973.766113
	Iteration 28Q: 3 clusters Score -2.097488e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -20974906.000000 Penalty: 5973.766113
	Iteration 29Q: 3 clusters Score -2.097491e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20974882.000000 Penalty: 5973.766113
	Iteration 30Q: 3 clusters Score -2.097488e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168858 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20974876.000000 Penalty: 5973.766113
	Iteration 31Q: 3 clusters Score -2.097488e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168877 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -20974892.000000 Penalty: 5973.766113
	Iteration 32Q: 3 clusters Score -2.097489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20974916.000000 Penalty: 5973.766113
	Iteration 33Q: 3 clusters Score -2.097492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168916 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20974916.000000 Penalty: 5973.766113
	Iteration 34Q: 3 clusters Score -2.097492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168934 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -20974934.000000 Penalty: 5973.766113
	Iteration 35Q: 3 clusters Score -2.097493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168950 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -20974958.000000 Penalty: 5973.766113
	Iteration 36Q: 3 clusters Score -2.097496e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168956 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20974976.000000 Penalty: 5973.766113
	Iteration 37Q: 3 clusters Score -2.097498e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -20974982.000000 Penalty: 5973.766113
	Iteration 38Q: 3 clusters Score -2.097498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168984 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20974998.000000 Penalty: 5973.766113
	Iteration 39Q: 3 clusters Score -2.0975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168988 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -20974994.000000 Penalty: 5973.766113
	Iteration 40F: 3 clusters Score -2.097499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168993 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -20974998.000000 Penalty: 5973.766113
	Iteration 41Q: 3 clusters Score -2.0975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20975006.000000 Penalty: 5973.766113
	Iteration 42Q: 3 clusters Score -2.097501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20975010.000000 Penalty: 5973.766113
	Iteration 43Q: 3 clusters Score -2.097501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20975014.000000 Penalty: 5973.766113
	Iteration 44Q: 3 clusters Score -2.097501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -20975000.000000 Penalty: 5973.766113
	Iteration 45Q: 3 clusters Score -2.0975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169002 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20974994.000000 Penalty: 5973.766113
	Iteration 46Q: 3 clusters Score -2.097499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169003 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -20975002.000000 Penalty: 5973.766113
	Iteration 47Q: 3 clusters Score -2.0975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169007 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -20974994.000000 Penalty: 5973.766113
	Iteration 48Q: 3 clusters Score -2.097499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20974978.000000 Penalty: 5973.766113
	Iteration 49Q: 3 clusters Score -2.097498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169011 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20974990.000000 Penalty: 5973.766113
	Iteration 50Q: 3 clusters Score -2.097499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169016 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20974980.000000 Penalty: 5973.766113
	Iteration 51Q: 3 clusters Score -2.097498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20974986.000000 Penalty: 5973.766113
	Iteration 52Q: 3 clusters Score -2.097499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20974990.000000 Penalty: 5973.766113
	Iteration 53Q: 3 clusters Score -2.097499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20974986.000000 Penalty: 5973.766113
	Iteration 54Q: 3 clusters Score -2.097499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169025 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20974986.000000 Penalty: 5973.766113
	Iteration 55Q: 3 clusters Score -2.097499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20974992.000000 Penalty: 5973.766113
	Iteration 56Q: 3 clusters Score -2.097499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20975006.000000 Penalty: 5973.766113
	Iteration 57Q: 3 clusters Score -2.097501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20974984.000000 Penalty: 5973.766113
	Iteration 58Q: 3 clusters Score -2.097498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169024 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20974986.000000 Penalty: 5973.766113
	Iteration 59Q: 3 clusters Score -2.097499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169027 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20974992.000000 Penalty: 5973.766113
	Iteration 60F: 3 clusters Score -2.097499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169029 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -20974996.000000 Penalty: 5973.766113
	Iteration 61Q: 3 clusters Score -2.0975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169032 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -20974986.000000 Penalty: 5973.766113
	Iteration 62Q: 3 clusters Score -2.097499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169033 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20974996.000000 Penalty: 5973.766113
	Iteration 63Q: 3 clusters Score -2.0975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169033 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -20974996.000000 Penalty: 5973.766113
	Iteration 64F: 3 clusters Score -2.0975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Entering Unmasked Estep 
Score: -772929.500000 Penalty: 2182.128906
	Iteration 0F: 2 clusters Score -772929.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -767476.375000 Penalty: 4364.257812
	Iteration 0F: 3 clusters Score -767476.4 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -768868.250000 Penalty: 4364.257812
	Iteration 1F: 3 clusters Score -768868.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -769095.250000 Penalty: 4364.257812
	Iteration 2F: 3 clusters Score -769095.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -769244.062500 Penalty: 4364.257812
	Iteration 3Q: 3 clusters Score -769244.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -769348.875000 Penalty: 4364.257812
	Iteration 4Q: 3 clusters Score -769348.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -769450.750000 Penalty: 4364.257812
	Iteration 5Q: 3 clusters Score -769450.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -769543.750000 Penalty: 4364.257812
	Iteration 6Q: 3 clusters Score -769543.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -769636.875000 Penalty: 4364.257812
	Iteration 7Q: 3 clusters Score -769636.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -769727.437500 Penalty: 4364.257812
	Iteration 8Q: 3 clusters Score -769727.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -769817.687500 Penalty: 4364.257812
	Iteration 9Q: 3 clusters Score -769817.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -769914.437500 Penalty: 4364.257812
	Iteration 10Q: 3 clusters Score -769914.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -770016.937500 Penalty: 4364.257812
	Iteration 11Q: 3 clusters Score -770016.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -770143.125000 Penalty: 4364.257812
	Iteration 12Q: 3 clusters Score -770143.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -770266.937500 Penalty: 4364.257812
	Iteration 13Q: 3 clusters Score -770266.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -770358.562500 Penalty: 4364.257812
	Iteration 14Q: 3 clusters Score -770358.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -770442.312500 Penalty: 4364.257812
	Iteration 15Q: 3 clusters Score -770442.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -770512.687500 Penalty: 4364.257812
	Iteration 16Q: 3 clusters Score -770512.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -770581.937500 Penalty: 4364.257812
	Iteration 17Q: 3 clusters Score -770581.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -770641.812500 Penalty: 4364.257812
	Iteration 18Q: 3 clusters Score -770641.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -770678.562500 Penalty: 4364.257812
	Iteration 19Q: 3 clusters Score -770678.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -770713.625000 Penalty: 4364.257812
	Iteration 20F: 3 clusters Score -770713.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -770750.875000 Penalty: 4364.257812
	Iteration 21Q: 3 clusters Score -770750.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -770784.562500 Penalty: 4364.257812
	Iteration 22Q: 3 clusters Score -770784.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -770819.000000 Penalty: 4364.257812
	Iteration 23Q: 3 clusters Score -770819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -770851.750000 Penalty: 4364.257812
	Iteration 24Q: 3 clusters Score -770851.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -770876.812500 Penalty: 4364.257812
	Iteration 25Q: 3 clusters Score -770876.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -770903.250000 Penalty: 4364.257812
	Iteration 26Q: 3 clusters Score -770903.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -770919.062500 Penalty: 4364.257812
	Iteration 27Q: 3 clusters Score -770919.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -770931.437500 Penalty: 4364.257812
	Iteration 28Q: 3 clusters Score -770931.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -770944.500000 Penalty: 4364.257812
	Iteration 29Q: 3 clusters Score -770944.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -770954.062500 Penalty: 4364.257812
	Iteration 30Q: 3 clusters Score -770954.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -770961.562500 Penalty: 4364.257812
	Iteration 31Q: 3 clusters Score -770961.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -770969.125000 Penalty: 4364.257812
	Iteration 32Q: 3 clusters Score -770969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -770972.062500 Penalty: 4364.257812
	Iteration 33Q: 3 clusters Score -770972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -770981.375000 Penalty: 4364.257812
	Iteration 34Q: 3 clusters Score -770981.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -770993.687500 Penalty: 4364.257812
	Iteration 35Q: 3 clusters Score -770993.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -771003.375000 Penalty: 4364.257812
	Iteration 36Q: 3 clusters Score -771003.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -771013.250000 Penalty: 4364.257812
	Iteration 37Q: 3 clusters Score -771013.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -771022.187500 Penalty: 4364.257812
	Iteration 38Q: 3 clusters Score -771022.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -771032.312500 Penalty: 4364.257812
	Iteration 39Q: 3 clusters Score -771032.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -771038.937500 Penalty: 4364.257812
	Iteration 40F: 3 clusters Score -771038.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -771043.812500 Penalty: 4364.257812
	Iteration 41Q: 3 clusters Score -771043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -771046.562500 Penalty: 4364.257812
	Iteration 42Q: 3 clusters Score -771046.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -771052.937500 Penalty: 4364.257812
	Iteration 43Q: 3 clusters Score -771052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -771060.562500 Penalty: 4364.257812
	Iteration 44Q: 3 clusters Score -771060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -771065.562500 Penalty: 4364.257812
	Iteration 45Q: 3 clusters Score -771065.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -771070.000000 Penalty: 4364.257812
	Iteration 46Q: 3 clusters Score -771070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -771076.125000 Penalty: 4364.257812
	Iteration 47Q: 3 clusters Score -771076.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -771080.687500 Penalty: 4364.257812
	Iteration 48Q: 3 clusters Score -771080.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -771084.125000 Penalty: 4364.257812
	Iteration 49Q: 3 clusters Score -771084.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -771090.312500 Penalty: 4364.257812
	Iteration 50Q: 3 clusters Score -771090.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -771094.875000 Penalty: 4364.257812
	Iteration 51Q: 3 clusters Score -771094.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -771100.687500 Penalty: 4364.257812
	Iteration 52Q: 3 clusters Score -771100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -771107.750000 Penalty: 4364.257812
	Iteration 53Q: 3 clusters Score -771107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -771111.500000 Penalty: 4364.257812
	Iteration 54Q: 3 clusters Score -771111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -771111.562500 Penalty: 4364.257812
	Iteration 55Q: 3 clusters Score -771111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -771112.875000 Penalty: 4364.257812
	Iteration 56Q: 3 clusters Score -771112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -771113.625000 Penalty: 4364.257812
	Iteration 57Q: 3 clusters Score -771113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -771113.500000 Penalty: 4364.257812
	Iteration 58Q: 3 clusters Score -771113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -771115.500000 Penalty: 4364.257812
	Iteration 59Q: 3 clusters Score -771115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -771117.687500 Penalty: 4364.257812
	Iteration 60F: 3 clusters Score -771117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -771115.187500 Penalty: 4364.257812
	Iteration 61Q: 3 clusters Score -771115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -771117.000000 Penalty: 4364.257812
	Iteration 62Q: 3 clusters Score -771117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -771116.500000 Penalty: 4364.257812
	Iteration 63Q: 3 clusters Score -771116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -771118.187500 Penalty: 4364.257812
	Iteration 64Q: 3 clusters Score -771118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -771118.875000 Penalty: 4364.257812
	Iteration 65Q: 3 clusters Score -771118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -771118.875000 Penalty: 4364.257812
	Iteration 66F: 3 clusters Score -771118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (153620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Entering Unmasked Estep 
Score: -19045076.000000 Penalty: 2961.674805
	Iteration 0F: 2 clusters Score -1.904508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -18942918.000000 Penalty: 5923.349609
	Iteration 0F: 3 clusters Score -1.894292e+07 nChanged 73139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -18985242.000000 Penalty: 5923.349609
	Iteration 1F: 3 clusters Score -1.898524e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -18986410.000000 Penalty: 5923.349609
	Iteration 2Q: 3 clusters Score -1.898641e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -18987742.000000 Penalty: 5923.349609
	Iteration 3Q: 3 clusters Score -1.898774e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -18989958.000000 Penalty: 5923.349609
	Iteration 4Q: 3 clusters Score -1.898996e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -18993526.000000 Penalty: 5923.349609
	Iteration 5F: 3 clusters Score -1.899353e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -18999978.000000 Penalty: 5923.349609
	Iteration 6F: 3 clusters Score -1.899998e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106036 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -19008830.000000 Penalty: 5923.349609
	Iteration 7F: 3 clusters Score -1.900883e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -19019492.000000 Penalty: 5923.349609
	Iteration 8F: 3 clusters Score -1.901949e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -19028500.000000 Penalty: 5923.349609
	Iteration 9F: 3 clusters Score -1.90285e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -19033134.000000 Penalty: 5923.349609
	Iteration 10Q: 3 clusters Score -1.903313e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -19035122.000000 Penalty: 5923.349609
	Iteration 11Q: 3 clusters Score -1.903512e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130041 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -19036368.000000 Penalty: 5923.349609
	Iteration 12Q: 3 clusters Score -1.903637e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -19037234.000000 Penalty: 5923.349609
	Iteration 13Q: 3 clusters Score -1.903723e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -19037992.000000 Penalty: 5923.349609
	Iteration 14Q: 3 clusters Score -1.903799e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135619 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -19038586.000000 Penalty: 5923.349609
	Iteration 15Q: 3 clusters Score -1.903859e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -19039208.000000 Penalty: 5923.349609
	Iteration 16Q: 3 clusters Score -1.903921e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138654 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -19039734.000000 Penalty: 5923.349609
	Iteration 17Q: 3 clusters Score -1.903973e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -19040126.000000 Penalty: 5923.349609
	Iteration 18Q: 3 clusters Score -1.904013e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -19040568.000000 Penalty: 5923.349609
	Iteration 19Q: 3 clusters Score -1.904057e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -19040946.000000 Penalty: 5923.349609
	Iteration 20F: 3 clusters Score -1.904095e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -19041346.000000 Penalty: 5923.349609
	Iteration 21Q: 3 clusters Score -1.904135e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -19041550.000000 Penalty: 5923.349609
	Iteration 22Q: 3 clusters Score -1.904155e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144922 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -19041768.000000 Penalty: 5923.349609
	Iteration 23Q: 3 clusters Score -1.904177e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -19042044.000000 Penalty: 5923.349609
	Iteration 24Q: 3 clusters Score -1.904204e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -19042182.000000 Penalty: 5923.349609
	Iteration 25Q: 3 clusters Score -1.904218e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -19042318.000000 Penalty: 5923.349609
	Iteration 26Q: 3 clusters Score -1.904232e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147411 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -19042488.000000 Penalty: 5923.349609
	Iteration 27Q: 3 clusters Score -1.904249e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -19042620.000000 Penalty: 5923.349609
	Iteration 28Q: 3 clusters Score -1.904262e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -19042688.000000 Penalty: 5923.349609
	Iteration 29Q: 3 clusters Score -1.904269e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -19042764.000000 Penalty: 5923.349609
	Iteration 30Q: 3 clusters Score -1.904276e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -19042850.000000 Penalty: 5923.349609
	Iteration 31Q: 3 clusters Score -1.904285e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149280 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -19042960.000000 Penalty: 5923.349609
	Iteration 32Q: 3 clusters Score -1.904296e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -19043014.000000 Penalty: 5923.349609
	Iteration 33Q: 3 clusters Score -1.904301e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149743 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -19042994.000000 Penalty: 5923.349609
	Iteration 34Q: 3 clusters Score -1.904299e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -19043056.000000 Penalty: 5923.349609
	Iteration 35Q: 3 clusters Score -1.904306e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -19043074.000000 Penalty: 5923.349609
	Iteration 36Q: 3 clusters Score -1.904307e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -19043106.000000 Penalty: 5923.349609
	Iteration 37Q: 3 clusters Score -1.904311e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -19043150.000000 Penalty: 5923.349609
	Iteration 38Q: 3 clusters Score -1.904315e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -19043162.000000 Penalty: 5923.349609
	Iteration 39Q: 3 clusters Score -1.904316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150492 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -19043170.000000 Penalty: 5923.349609
	Iteration 40F: 3 clusters Score -1.904317e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150572 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -19043198.000000 Penalty: 5923.349609
	Iteration 41Q: 3 clusters Score -1.90432e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -19043224.000000 Penalty: 5923.349609
	Iteration 42Q: 3 clusters Score -1.904322e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150704 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -19043240.000000 Penalty: 5923.349609
	Iteration 43Q: 3 clusters Score -1.904324e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150766 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -19043266.000000 Penalty: 5923.349609
	Iteration 44Q: 3 clusters Score -1.904327e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150833 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19043248.000000 Penalty: 5923.349609
	Iteration 45Q: 3 clusters Score -1.904325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19043248.000000 Penalty: 5923.349609
	Iteration 46Q: 3 clusters Score -1.904325e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150940 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -19043268.000000 Penalty: 5923.349609
	Iteration 47Q: 3 clusters Score -1.904327e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150987 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19043280.000000 Penalty: 5923.349609
	Iteration 48Q: 3 clusters Score -1.904328e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -19043326.000000 Penalty: 5923.349609
	Iteration 49Q: 3 clusters Score -1.904333e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -19043334.000000 Penalty: 5923.349609
	Iteration 50Q: 3 clusters Score -1.904333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -19043354.000000 Penalty: 5923.349609
	Iteration 51Q: 3 clusters Score -1.904335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151129 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19043348.000000 Penalty: 5923.349609
	Iteration 52Q: 3 clusters Score -1.904335e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151156 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -19043356.000000 Penalty: 5923.349609
	Iteration 53Q: 3 clusters Score -1.904336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -19043342.000000 Penalty: 5923.349609
	Iteration 54Q: 3 clusters Score -1.904334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151193 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19043348.000000 Penalty: 5923.349609
	Iteration 55Q: 3 clusters Score -1.904335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -19043350.000000 Penalty: 5923.349609
	Iteration 56Q: 3 clusters Score -1.904335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151226 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -19043340.000000 Penalty: 5923.349609
	Iteration 57Q: 3 clusters Score -1.904334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -19043338.000000 Penalty: 5923.349609
	Iteration 58Q: 3 clusters Score -1.904334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151244 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19043346.000000 Penalty: 5923.349609
	Iteration 59Q: 3 clusters Score -1.904335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -19043336.000000 Penalty: 5923.349609
	Iteration 60F: 3 clusters Score -1.904334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151257 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19043358.000000 Penalty: 5923.349609
	Iteration 61Q: 3 clusters Score -1.904336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151261 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19043372.000000 Penalty: 5923.349609
	Iteration 62Q: 3 clusters Score -1.904337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -19043360.000000 Penalty: 5923.349609
	Iteration 63Q: 3 clusters Score -1.904336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -19043358.000000 Penalty: 5923.349609
	Iteration 64Q: 3 clusters Score -1.904336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -19043348.000000 Penalty: 5923.349609
	Iteration 65Q: 3 clusters Score -1.904335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151283 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -19043334.000000 Penalty: 5923.349609
	Iteration 66Q: 3 clusters Score -1.904333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -19043332.000000 Penalty: 5923.349609
	Iteration 67Q: 3 clusters Score -1.904333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19043330.000000 Penalty: 5923.349609
	Iteration 68Q: 3 clusters Score -1.904333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -19043328.000000 Penalty: 5923.349609
	Iteration 69Q: 3 clusters Score -1.904333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19043338.000000 Penalty: 5923.349609
	Iteration 70Q: 3 clusters Score -1.904334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -19043338.000000 Penalty: 5923.349609
	Iteration 71F: 3 clusters Score -1.904334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182636 members 
Entering Unmasked Estep 
Score: -22365298.000000 Penalty: 3004.582031
	Iteration 0F: 2 clusters Score -2.23653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -22244448.000000 Penalty: 6009.164062
	Iteration 0F: 3 clusters Score -2.224445e+07 nChanged 87969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -22295812.000000 Penalty: 6009.164062
	Iteration 1F: 3 clusters Score -2.229581e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -22297340.000000 Penalty: 6009.164062
	Iteration 2Q: 3 clusters Score -2.229734e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -22299336.000000 Penalty: 6009.164062
	Iteration 3Q: 3 clusters Score -2.229934e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -22302058.000000 Penalty: 6009.164062
	Iteration 4Q: 3 clusters Score -2.230206e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -22306062.000000 Penalty: 6009.164062
	Iteration 5Q: 3 clusters Score -2.230606e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -22311690.000000 Penalty: 6009.164062
	Iteration 6F: 3 clusters Score -2.231169e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -22318702.000000 Penalty: 6009.164062
	Iteration 7F: 3 clusters Score -2.23187e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -22326596.000000 Penalty: 6009.164062
	Iteration 8F: 3 clusters Score -2.23266e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -22334068.000000 Penalty: 6009.164062
	Iteration 9F: 3 clusters Score -2.233407e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92263 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -22339014.000000 Penalty: 6009.164062
	Iteration 10F: 3 clusters Score -2.233901e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -22341514.000000 Penalty: 6009.164062
	Iteration 11Q: 3 clusters Score -2.234151e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -22342694.000000 Penalty: 6009.164062
	Iteration 12Q: 3 clusters Score -2.234269e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -22343294.000000 Penalty: 6009.164062
	Iteration 13Q: 3 clusters Score -2.234329e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -22343776.000000 Penalty: 6009.164062
	Iteration 14Q: 3 clusters Score -2.234378e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -22343852.000000 Penalty: 6009.164062
	Iteration 15Q: 3 clusters Score -2.234385e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -22344198.000000 Penalty: 6009.164062
	Iteration 16Q: 3 clusters Score -2.23442e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -22344438.000000 Penalty: 6009.164062
	Iteration 17Q: 3 clusters Score -2.234444e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 87070 members 
Entering Unmasked Estep 
Score: -22344650.000000 Penalty: 6009.164062
	Iteration 18Q: 3 clusters Score -2.234465e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95823 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -22344862.000000 Penalty: 6009.164062
	Iteration 19Q: 3 clusters Score -2.234486e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -22345108.000000 Penalty: 6009.164062
	Iteration 20F: 3 clusters Score -2.234511e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -22345222.000000 Penalty: 6009.164062
	Iteration 21Q: 3 clusters Score -2.234522e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -22345466.000000 Penalty: 6009.164062
	Iteration 22Q: 3 clusters Score -2.234547e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -22345586.000000 Penalty: 6009.164062
	Iteration 23Q: 3 clusters Score -2.234559e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -22345680.000000 Penalty: 6009.164062
	Iteration 24Q: 3 clusters Score -2.234568e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95977 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -22345834.000000 Penalty: 6009.164062
	Iteration 25Q: 3 clusters Score -2.234583e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -22346022.000000 Penalty: 6009.164062
	Iteration 26Q: 3 clusters Score -2.234602e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -22346248.000000 Penalty: 6009.164062
	Iteration 27Q: 3 clusters Score -2.234625e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -22346396.000000 Penalty: 6009.164062
	Iteration 28Q: 3 clusters Score -2.23464e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -22346544.000000 Penalty: 6009.164062
	Iteration 29Q: 3 clusters Score -2.234654e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -22346682.000000 Penalty: 6009.164062
	Iteration 30Q: 3 clusters Score -2.234668e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -22346812.000000 Penalty: 6009.164062
	Iteration 31Q: 3 clusters Score -2.234681e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -22346938.000000 Penalty: 6009.164062
	Iteration 32Q: 3 clusters Score -2.234694e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -22347056.000000 Penalty: 6009.164062
	Iteration 33Q: 3 clusters Score -2.234706e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -22347252.000000 Penalty: 6009.164062
	Iteration 34Q: 3 clusters Score -2.234725e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -22347220.000000 Penalty: 6009.164062
	Iteration 35Q: 3 clusters Score -2.234722e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -22347328.000000 Penalty: 6009.164062
	Iteration 36Q: 3 clusters Score -2.234733e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94379 members 
Mstep: Class 2 contains 88257 members 
Entering Unmasked Estep 
Score: -22347398.000000 Penalty: 6009.164062
	Iteration 37Q: 3 clusters Score -2.23474e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -22347586.000000 Penalty: 6009.164062
	Iteration 38Q: 3 clusters Score -2.234759e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -22347568.000000 Penalty: 6009.164062
	Iteration 39Q: 3 clusters Score -2.234757e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -22347604.000000 Penalty: 6009.164062
	Iteration 40F: 3 clusters Score -2.23476e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -22347758.000000 Penalty: 6009.164062
	Iteration 41Q: 3 clusters Score -2.234776e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -22347750.000000 Penalty: 6009.164062
	Iteration 42Q: 3 clusters Score -2.234775e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -22347838.000000 Penalty: 6009.164062
	Iteration 43Q: 3 clusters Score -2.234784e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -22347816.000000 Penalty: 6009.164062
	Iteration 44Q: 3 clusters Score -2.234782e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94338 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -22347754.000000 Penalty: 6009.164062
	Iteration 45Q: 3 clusters Score -2.234775e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -22347852.000000 Penalty: 6009.164062
	Iteration 46Q: 3 clusters Score -2.234785e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -22347942.000000 Penalty: 6009.164062
	Iteration 47Q: 3 clusters Score -2.234794e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -22347926.000000 Penalty: 6009.164062
	Iteration 48Q: 3 clusters Score -2.234793e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -22347904.000000 Penalty: 6009.164062
	Iteration 49Q: 3 clusters Score -2.23479e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -22347894.000000 Penalty: 6009.164062
	Iteration 50Q: 3 clusters Score -2.234789e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 88122 members 
Entering Unmasked Estep 
Score: -22347926.000000 Penalty: 6009.164062
	Iteration 51Q: 3 clusters Score -2.234793e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -22347906.000000 Penalty: 6009.164062
	Iteration 52Q: 3 clusters Score -2.234791e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -22347944.000000 Penalty: 6009.164062
	Iteration 53Q: 3 clusters Score -2.234794e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -22347958.000000 Penalty: 6009.164062
	Iteration 54Q: 3 clusters Score -2.234796e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -22347980.000000 Penalty: 6009.164062
	Iteration 55Q: 3 clusters Score -2.234798e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -22347960.000000 Penalty: 6009.164062
	Iteration 56Q: 3 clusters Score -2.234796e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94955 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -22347960.000000 Penalty: 6009.164062
	Iteration 57Q: 3 clusters Score -2.234796e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 87586 members 
Entering Unmasked Estep 
Score: -22347932.000000 Penalty: 6009.164062
	Iteration 58Q: 3 clusters Score -2.234793e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -22347918.000000 Penalty: 6009.164062
	Iteration 59Q: 3 clusters Score -2.234792e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -22347908.000000 Penalty: 6009.164062
	Iteration 60F: 3 clusters Score -2.234791e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -22347972.000000 Penalty: 6009.164062
	Iteration 61Q: 3 clusters Score -2.234797e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -22348010.000000 Penalty: 6009.164062
	Iteration 62Q: 3 clusters Score -2.234801e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95578 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -22347992.000000 Penalty: 6009.164062
	Iteration 63Q: 3 clusters Score -2.234799e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -22348026.000000 Penalty: 6009.164062
	Iteration 64Q: 3 clusters Score -2.234803e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -22348050.000000 Penalty: 6009.164062
	Iteration 65Q: 3 clusters Score -2.234805e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -22347966.000000 Penalty: 6009.164062
	Iteration 66Q: 3 clusters Score -2.234797e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -22347968.000000 Penalty: 6009.164062
	Iteration 67Q: 3 clusters Score -2.234797e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -22347964.000000 Penalty: 6009.164062
	Iteration 68Q: 3 clusters Score -2.234796e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -22347928.000000 Penalty: 6009.164062
	Iteration 69Q: 3 clusters Score -2.234793e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -22347962.000000 Penalty: 6009.164062
	Iteration 70Q: 3 clusters Score -2.234796e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -22348012.000000 Penalty: 6009.164062
	Iteration 71Q: 3 clusters Score -2.234801e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -22347978.000000 Penalty: 6009.164062
	Iteration 72Q: 3 clusters Score -2.234798e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 85882 members 
Entering Unmasked Estep 
Score: -22347952.000000 Penalty: 6009.164062
	Iteration 73Q: 3 clusters Score -2.234795e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -22347978.000000 Penalty: 6009.164062
	Iteration 74Q: 3 clusters Score -2.234798e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -22347998.000000 Penalty: 6009.164062
	Iteration 75Q: 3 clusters Score -2.2348e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -22348034.000000 Penalty: 6009.164062
	Iteration 76Q: 3 clusters Score -2.234803e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -22348068.000000 Penalty: 6009.164062
	Iteration 77Q: 3 clusters Score -2.234807e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -22348050.000000 Penalty: 6009.164062
	Iteration 78Q: 3 clusters Score -2.234805e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -22348042.000000 Penalty: 6009.164062
	Iteration 79Q: 3 clusters Score -2.234804e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -22348014.000000 Penalty: 6009.164062
	Iteration 80F: 3 clusters Score -2.234801e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -22348038.000000 Penalty: 6009.164062
	Iteration 81Q: 3 clusters Score -2.234804e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -22348036.000000 Penalty: 6009.164062
	Iteration 82Q: 3 clusters Score -2.234804e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -22348054.000000 Penalty: 6009.164062
	Iteration 83Q: 3 clusters Score -2.234805e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -22348074.000000 Penalty: 6009.164062
	Iteration 84Q: 3 clusters Score -2.234807e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -22348046.000000 Penalty: 6009.164062
	Iteration 85Q: 3 clusters Score -2.234805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -22348034.000000 Penalty: 6009.164062
	Iteration 86Q: 3 clusters Score -2.234803e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -22348022.000000 Penalty: 6009.164062
	Iteration 87Q: 3 clusters Score -2.234802e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -22348028.000000 Penalty: 6009.164062
	Iteration 88Q: 3 clusters Score -2.234803e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98306 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -22348022.000000 Penalty: 6009.164062
	Iteration 89Q: 3 clusters Score -2.234802e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -22348064.000000 Penalty: 6009.164062
	Iteration 90Q: 3 clusters Score -2.234806e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98461 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -22348062.000000 Penalty: 6009.164062
	Iteration 91Q: 3 clusters Score -2.234806e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -22348028.000000 Penalty: 6009.164062
	Iteration 92Q: 3 clusters Score -2.234803e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98667 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -22348058.000000 Penalty: 6009.164062
	Iteration 93Q: 3 clusters Score -2.234806e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -22348046.000000 Penalty: 6009.164062
	Iteration 94Q: 3 clusters Score -2.234805e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -22347998.000000 Penalty: 6009.164062
	Iteration 95Q: 3 clusters Score -2.2348e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -22347966.000000 Penalty: 6009.164062
	Iteration 96Q: 3 clusters Score -2.234797e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -22347932.000000 Penalty: 6009.164062
	Iteration 97Q: 3 clusters Score -2.234793e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -22347942.000000 Penalty: 6009.164062
	Iteration 98Q: 3 clusters Score -2.234794e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -22347938.000000 Penalty: 6009.164062
	Iteration 99Q: 3 clusters Score -2.234794e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -22347938.000000 Penalty: 6009.164062
	Iteration 100F: 3 clusters Score -2.234794e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -22347944.000000 Penalty: 6009.164062
	Iteration 101Q: 3 clusters Score -2.234794e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -22347984.000000 Penalty: 6009.164062
	Iteration 102Q: 3 clusters Score -2.234798e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -22348000.000000 Penalty: 6009.164062
	Iteration 103Q: 3 clusters Score -2.2348e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -22348054.000000 Penalty: 6009.164062
	Iteration 104Q: 3 clusters Score -2.234805e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -22348104.000000 Penalty: 6009.164062
	Iteration 105Q: 3 clusters Score -2.23481e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100395 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -22348108.000000 Penalty: 6009.164062
	Iteration 106Q: 3 clusters Score -2.234811e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -22348158.000000 Penalty: 6009.164062
	Iteration 107Q: 3 clusters Score -2.234816e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -22348158.000000 Penalty: 6009.164062
	Iteration 108Q: 3 clusters Score -2.234816e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -22348180.000000 Penalty: 6009.164062
	Iteration 109Q: 3 clusters Score -2.234818e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -22348200.000000 Penalty: 6009.164062
	Iteration 110Q: 3 clusters Score -2.23482e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -22348212.000000 Penalty: 6009.164062
	Iteration 111Q: 3 clusters Score -2.234821e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -22348218.000000 Penalty: 6009.164062
	Iteration 112Q: 3 clusters Score -2.234822e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101784 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -22348288.000000 Penalty: 6009.164062
	Iteration 113Q: 3 clusters Score -2.234829e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
Score: -22348298.000000 Penalty: 6009.164062
	Iteration 114Q: 3 clusters Score -2.23483e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -22348348.000000 Penalty: 6009.164062
	Iteration 115Q: 3 clusters Score -2.234835e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -22348330.000000 Penalty: 6009.164062
	Iteration 116Q: 3 clusters Score -2.234833e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -22348390.000000 Penalty: 6009.164062
	Iteration 117Q: 3 clusters Score -2.234839e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -22348386.000000 Penalty: 6009.164062
	Iteration 118Q: 3 clusters Score -2.234839e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -22348394.000000 Penalty: 6009.164062
	Iteration 119Q: 3 clusters Score -2.234839e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -22348430.000000 Penalty: 6009.164062
	Iteration 120F: 3 clusters Score -2.234843e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -22348406.000000 Penalty: 6009.164062
	Iteration 121Q: 3 clusters Score -2.234841e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -22348422.000000 Penalty: 6009.164062
	Iteration 122Q: 3 clusters Score -2.234842e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -22348434.000000 Penalty: 6009.164062
	Iteration 123Q: 3 clusters Score -2.234843e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -22348502.000000 Penalty: 6009.164062
	Iteration 124Q: 3 clusters Score -2.23485e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105492 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -22348498.000000 Penalty: 6009.164062
	Iteration 125Q: 3 clusters Score -2.23485e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -22348576.000000 Penalty: 6009.164062
	Iteration 126Q: 3 clusters Score -2.234858e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -22348646.000000 Penalty: 6009.164062
	Iteration 127Q: 3 clusters Score -2.234865e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -22348662.000000 Penalty: 6009.164062
	Iteration 128Q: 3 clusters Score -2.234866e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -22348638.000000 Penalty: 6009.164062
	Iteration 129Q: 3 clusters Score -2.234864e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -22348726.000000 Penalty: 6009.164062
	Iteration 130Q: 3 clusters Score -2.234873e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -22348724.000000 Penalty: 6009.164062
	Iteration 131Q: 3 clusters Score -2.234872e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108706 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -22348796.000000 Penalty: 6009.164062
	Iteration 132Q: 3 clusters Score -2.23488e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -22348714.000000 Penalty: 6009.164062
	Iteration 133Q: 3 clusters Score -2.234871e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -22348800.000000 Penalty: 6009.164062
	Iteration 134Q: 3 clusters Score -2.23488e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110582 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -22348852.000000 Penalty: 6009.164062
	Iteration 135Q: 3 clusters Score -2.234885e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -22348964.000000 Penalty: 6009.164062
	Iteration 136Q: 3 clusters Score -2.234896e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -22349010.000000 Penalty: 6009.164062
	Iteration 137Q: 3 clusters Score -2.234901e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112467 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -22349028.000000 Penalty: 6009.164062
	Iteration 138Q: 3 clusters Score -2.234903e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -22349090.000000 Penalty: 6009.164062
	Iteration 139Q: 3 clusters Score -2.234909e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -22349148.000000 Penalty: 6009.164062
	Iteration 140F: 3 clusters Score -2.234915e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -22349278.000000 Penalty: 6009.164062
	Iteration 141Q: 3 clusters Score -2.234928e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -22349250.000000 Penalty: 6009.164062
	Iteration 142Q: 3 clusters Score -2.234925e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -22349278.000000 Penalty: 6009.164062
	Iteration 143Q: 3 clusters Score -2.234928e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116830 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -22349356.000000 Penalty: 6009.164062
	Iteration 144Q: 3 clusters Score -2.234936e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
Score: -22349422.000000 Penalty: 6009.164062
	Iteration 145Q: 3 clusters Score -2.234942e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -22349506.000000 Penalty: 6009.164062
	Iteration 146Q: 3 clusters Score -2.234951e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119423 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -22349576.000000 Penalty: 6009.164062
	Iteration 147Q: 3 clusters Score -2.234958e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120327 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -22349678.000000 Penalty: 6009.164062
	Iteration 148Q: 3 clusters Score -2.234968e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121224 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -22349768.000000 Penalty: 6009.164062
	Iteration 149Q: 3 clusters Score -2.234977e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122155 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -22349878.000000 Penalty: 6009.164062
	Iteration 150Q: 3 clusters Score -2.234988e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -22349982.000000 Penalty: 6009.164062
	Iteration 151Q: 3 clusters Score -2.234998e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124267 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -22350098.000000 Penalty: 6009.164062
	Iteration 152Q: 3 clusters Score -2.23501e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125414 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -22350304.000000 Penalty: 6009.164062
	Iteration 153Q: 3 clusters Score -2.23503e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126623 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -22350392.000000 Penalty: 6009.164062
	Iteration 154Q: 3 clusters Score -2.235039e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -22350486.000000 Penalty: 6009.164062
	Iteration 155Q: 3 clusters Score -2.235049e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -22350798.000000 Penalty: 6009.164062
	Iteration 156Q: 3 clusters Score -2.23508e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -22351074.000000 Penalty: 6009.164062
	Iteration 157Q: 3 clusters Score -2.235107e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -22351256.000000 Penalty: 6009.164062
	Iteration 158Q: 3 clusters Score -2.235126e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133947 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -22351448.000000 Penalty: 6009.164062
	Iteration 159Q: 3 clusters Score -2.235145e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135668 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -22351770.000000 Penalty: 6009.164062
	Iteration 160F: 3 clusters Score -2.235177e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137480 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -22352174.000000 Penalty: 6009.164062
	Iteration 161Q: 3 clusters Score -2.235217e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -22352620.000000 Penalty: 6009.164062
	Iteration 162Q: 3 clusters Score -2.235262e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -22353132.000000 Penalty: 6009.164062
	Iteration 163Q: 3 clusters Score -2.235313e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -22353702.000000 Penalty: 6009.164062
	Iteration 164Q: 3 clusters Score -2.23537e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145884 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -22354390.000000 Penalty: 6009.164062
	Iteration 165Q: 3 clusters Score -2.235439e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -22355056.000000 Penalty: 6009.164062
	Iteration 166Q: 3 clusters Score -2.235506e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -22355848.000000 Penalty: 6009.164062
	Iteration 167Q: 3 clusters Score -2.235585e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -22356518.000000 Penalty: 6009.164062
	Iteration 168Q: 3 clusters Score -2.235652e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155656 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -22357288.000000 Penalty: 6009.164062
	Iteration 169Q: 3 clusters Score -2.235729e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -22358094.000000 Penalty: 6009.164062
	Iteration 170Q: 3 clusters Score -2.235809e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -22358812.000000 Penalty: 6009.164062
	Iteration 171Q: 3 clusters Score -2.235881e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162577 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -22359534.000000 Penalty: 6009.164062
	Iteration 172Q: 3 clusters Score -2.235953e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164625 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -22360148.000000 Penalty: 6009.164062
	Iteration 173Q: 3 clusters Score -2.236015e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166549 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -22360798.000000 Penalty: 6009.164062
	Iteration 174Q: 3 clusters Score -2.23608e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -22361410.000000 Penalty: 6009.164062
	Iteration 175Q: 3 clusters Score -2.236141e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -22361722.000000 Penalty: 6009.164062
	Iteration 176Q: 3 clusters Score -2.236172e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -22362252.000000 Penalty: 6009.164062
	Iteration 177Q: 3 clusters Score -2.236225e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172635 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -22362684.000000 Penalty: 6009.164062
	Iteration 178Q: 3 clusters Score -2.236268e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173690 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -22362888.000000 Penalty: 6009.164062
	Iteration 179Q: 3 clusters Score -2.236289e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174634 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -22363112.000000 Penalty: 6009.164062
	Iteration 180F: 3 clusters Score -2.236311e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175418 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -22363240.000000 Penalty: 6009.164062
	Iteration 181Q: 3 clusters Score -2.236324e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176088 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -22363390.000000 Penalty: 6009.164062
	Iteration 182Q: 3 clusters Score -2.236339e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -22363416.000000 Penalty: 6009.164062
	Iteration 183Q: 3 clusters Score -2.236342e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -22363574.000000 Penalty: 6009.164062
	Iteration 184Q: 3 clusters Score -2.236357e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -22363624.000000 Penalty: 6009.164062
	Iteration 185Q: 3 clusters Score -2.236362e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177867 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -22363666.000000 Penalty: 6009.164062
	Iteration 186Q: 3 clusters Score -2.236367e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178131 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -22363802.000000 Penalty: 6009.164062
	Iteration 187Q: 3 clusters Score -2.23638e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178350 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -22363820.000000 Penalty: 6009.164062
	Iteration 188Q: 3 clusters Score -2.236382e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178528 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -22363826.000000 Penalty: 6009.164062
	Iteration 189Q: 3 clusters Score -2.236383e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178680 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -22363900.000000 Penalty: 6009.164062
	Iteration 190Q: 3 clusters Score -2.23639e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -22363924.000000 Penalty: 6009.164062
	Iteration 191Q: 3 clusters Score -2.236392e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178885 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22363904.000000 Penalty: 6009.164062
	Iteration 192Q: 3 clusters Score -2.23639e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178962 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -22363898.000000 Penalty: 6009.164062
	Iteration 193Q: 3 clusters Score -2.23639e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179046 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22363878.000000 Penalty: 6009.164062
	Iteration 194Q: 3 clusters Score -2.236388e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179125 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -22363918.000000 Penalty: 6009.164062
	Iteration 195Q: 3 clusters Score -2.236392e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179201 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -22363922.000000 Penalty: 6009.164062
	Iteration 196Q: 3 clusters Score -2.236392e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179276 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22363974.000000 Penalty: 6009.164062
	Iteration 197Q: 3 clusters Score -2.236397e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179344 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -22363964.000000 Penalty: 6009.164062
	Iteration 198Q: 3 clusters Score -2.236396e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179399 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22363976.000000 Penalty: 6009.164062
	Iteration 199Q: 3 clusters Score -2.236398e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179441 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -22363980.000000 Penalty: 6009.164062
	Iteration 200F: 3 clusters Score -2.236398e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179484 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22363988.000000 Penalty: 6009.164062
	Iteration 201Q: 3 clusters Score -2.236399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22363984.000000 Penalty: 6009.164062
	Iteration 202Q: 3 clusters Score -2.236398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179538 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22364020.000000 Penalty: 6009.164062
	Iteration 203Q: 3 clusters Score -2.236402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22364042.000000 Penalty: 6009.164062
	Iteration 204Q: 3 clusters Score -2.236404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -22364032.000000 Penalty: 6009.164062
	Iteration 205Q: 3 clusters Score -2.236403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179598 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -22364006.000000 Penalty: 6009.164062
	Iteration 206Q: 3 clusters Score -2.236401e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179613 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22364020.000000 Penalty: 6009.164062
	Iteration 207Q: 3 clusters Score -2.236402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179625 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -22364036.000000 Penalty: 6009.164062
	Iteration 208Q: 3 clusters Score -2.236404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179628 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -22364038.000000 Penalty: 6009.164062
	Iteration 209Q: 3 clusters Score -2.236404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179635 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -22364044.000000 Penalty: 6009.164062
	Iteration 210Q: 3 clusters Score -2.236404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179640 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -22364032.000000 Penalty: 6009.164062
	Iteration 211Q: 3 clusters Score -2.236403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179645 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22364036.000000 Penalty: 6009.164062
	Iteration 212Q: 3 clusters Score -2.236404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179646 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22364038.000000 Penalty: 6009.164062
	Iteration 213Q: 3 clusters Score -2.236404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179646 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22364038.000000 Penalty: 6009.164062
	Iteration 214F: 3 clusters Score -2.236404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (194251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194251 members 
Entering Unmasked Estep 
Score: -23964668.000000 Penalty: 3019.872803
	Iteration 0F: 2 clusters Score -2.396467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -23840848.000000 Penalty: 6039.745605
	Iteration 0F: 3 clusters Score -2.384085e+07 nChanged 93306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 98085 members 
Entering Unmasked Estep 
Score: -23894996.000000 Penalty: 6039.745605
	Iteration 1F: 3 clusters Score -2.3895e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -23895642.000000 Penalty: 6039.745605
	Iteration 2Q: 3 clusters Score -2.389564e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 99365 members 
Entering Unmasked Estep 
Score: -23896584.000000 Penalty: 6039.745605
	Iteration 3Q: 3 clusters Score -2.389658e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -23897506.000000 Penalty: 6039.745605
	Iteration 4Q: 3 clusters Score -2.389751e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91678 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -23898498.000000 Penalty: 6039.745605
	Iteration 5Q: 3 clusters Score -2.38985e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -23900070.000000 Penalty: 6039.745605
	Iteration 6Q: 3 clusters Score -2.390007e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -23902386.000000 Penalty: 6039.745605
	Iteration 7Q: 3 clusters Score -2.390239e+07 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -23905892.000000 Penalty: 6039.745605
	Iteration 8Q: 3 clusters Score -2.390589e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 125274 members 
Entering Unmasked Estep 
Score: -23911444.000000 Penalty: 6039.745605
	Iteration 9F: 3 clusters Score -2.391144e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 136212 members 
Entering Unmasked Estep 
Score: -23919836.000000 Penalty: 6039.745605
	Iteration 10F: 3 clusters Score -2.391984e+07 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 148393 members 
Entering Unmasked Estep 
Score: -23930380.000000 Penalty: 6039.745605
	Iteration 11F: 3 clusters Score -2.393038e+07 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 159548 members 
Entering Unmasked Estep 
Score: -23940056.000000 Penalty: 6039.745605
	Iteration 12F: 3 clusters Score -2.394006e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -23947078.000000 Penalty: 6039.745605
	Iteration 13Q: 3 clusters Score -2.394708e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 175445 members 
Entering Unmasked Estep 
Score: -23951826.000000 Penalty: 6039.745605
	Iteration 14Q: 3 clusters Score -2.395183e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 180552 members 
Entering Unmasked Estep 
Score: -23954696.000000 Penalty: 6039.745605
	Iteration 15Q: 3 clusters Score -2.39547e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 184520 members 
Entering Unmasked Estep 
Score: -23956826.000000 Penalty: 6039.745605
	Iteration 16Q: 3 clusters Score -2.395683e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 187549 members 
Entering Unmasked Estep 
Score: -23958290.000000 Penalty: 6039.745605
	Iteration 17Q: 3 clusters Score -2.395829e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 189768 members 
Entering Unmasked Estep 
Score: -23959516.000000 Penalty: 6039.745605
	Iteration 18Q: 3 clusters Score -2.395952e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 191363 members 
Entering Unmasked Estep 
Score: -23960412.000000 Penalty: 6039.745605
	Iteration 19Q: 3 clusters Score -2.396041e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 192440 members 
Entering Unmasked Estep 
Score: -23961022.000000 Penalty: 6039.745605
	Iteration 20F: 3 clusters Score -2.396102e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 193089 members 
Entering Unmasked Estep 
Score: -23961402.000000 Penalty: 6039.745605
	Iteration 21Q: 3 clusters Score -2.39614e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 193431 members 
Entering Unmasked Estep 
Score: -23961582.000000 Penalty: 6039.745605
	Iteration 22Q: 3 clusters Score -2.396158e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 193601 members 
Entering Unmasked Estep 
Score: -23961728.000000 Penalty: 6039.745605
	Iteration 23Q: 3 clusters Score -2.396173e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 193690 members 
Entering Unmasked Estep 
Score: -23961792.000000 Penalty: 6039.745605
	Iteration 24Q: 3 clusters Score -2.396179e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 193740 members 
Entering Unmasked Estep 
Score: -23961850.000000 Penalty: 6039.745605
	Iteration 25Q: 3 clusters Score -2.396185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 193780 members 
Entering Unmasked Estep 
Score: -23961898.000000 Penalty: 6039.745605
	Iteration 26Q: 3 clusters Score -2.39619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 193800 members 
Entering Unmasked Estep 
Score: -23961926.000000 Penalty: 6039.745605
	Iteration 27Q: 3 clusters Score -2.396193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 193812 members 
Entering Unmasked Estep 
Score: -23961936.000000 Penalty: 6039.745605
	Iteration 28Q: 3 clusters Score -2.396194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 193826 members 
Entering Unmasked Estep 
Score: -23961976.000000 Penalty: 6039.745605
	Iteration 29Q: 3 clusters Score -2.396198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 193845 members 
Entering Unmasked Estep 
Score: -23961996.000000 Penalty: 6039.745605
	Iteration 30Q: 3 clusters Score -2.3962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 193852 members 
Entering Unmasked Estep 
Score: -23962016.000000 Penalty: 6039.745605
	Iteration 31Q: 3 clusters Score -2.396202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 193856 members 
Entering Unmasked Estep 
Score: -23962018.000000 Penalty: 6039.745605
	Iteration 32Q: 3 clusters Score -2.396202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 193859 members 
Entering Unmasked Estep 
Score: -23962014.000000 Penalty: 6039.745605
	Iteration 33Q: 3 clusters Score -2.396201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 193865 members 
Entering Unmasked Estep 
Score: -23962018.000000 Penalty: 6039.745605
	Iteration 34Q: 3 clusters Score -2.396202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 193871 members 
Entering Unmasked Estep 
Score: -23962028.000000 Penalty: 6039.745605
	Iteration 35Q: 3 clusters Score -2.396203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 193874 members 
Entering Unmasked Estep 
Score: -23962028.000000 Penalty: 6039.745605
	Iteration 36Q: 3 clusters Score -2.396203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 193876 members 
Entering Unmasked Estep 
Score: -23962036.000000 Penalty: 6039.745605
	Iteration 37Q: 3 clusters Score -2.396204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 193876 members 
Entering Unmasked Estep 
Score: -23962036.000000 Penalty: 6039.745605
	Iteration 38F: 3 clusters Score -2.396204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Entering Unmasked Estep 
Score: -16484569.000000 Penalty: 2925.502441
	Iteration 0F: 2 clusters Score -1.648457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 66597 members 
Entering Unmasked Estep 
Score: -16395519.000000 Penalty: 5851.004883
	Iteration 0F: 3 clusters Score -1.639552e+07 nChanged 63111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -16432219.000000 Penalty: 5851.004883
	Iteration 1F: 3 clusters Score -1.643222e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62187 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -16433558.000000 Penalty: 5851.004883
	Iteration 2Q: 3 clusters Score -1.643356e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -16435648.000000 Penalty: 5851.004883
	Iteration 3Q: 3 clusters Score -1.643565e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -16438708.000000 Penalty: 5851.004883
	Iteration 4Q: 3 clusters Score -1.643871e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -16443569.000000 Penalty: 5851.004883
	Iteration 5F: 3 clusters Score -1.644357e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -16449799.000000 Penalty: 5851.004883
	Iteration 6F: 3 clusters Score -1.64498e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 92445 members 
Entering Unmasked Estep 
Score: -16456879.000000 Penalty: 5851.004883
	Iteration 7F: 3 clusters Score -1.645688e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -16463153.000000 Penalty: 5851.004883
	Iteration 8F: 3 clusters Score -1.646315e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -16467785.000000 Penalty: 5851.004883
	Iteration 9F: 3 clusters Score -1.646778e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -16470826.000000 Penalty: 5851.004883
	Iteration 10Q: 3 clusters Score -1.647083e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -16472615.000000 Penalty: 5851.004883
	Iteration 11Q: 3 clusters Score -1.647262e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -16473980.000000 Penalty: 5851.004883
	Iteration 12Q: 3 clusters Score -1.647398e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 110737 members 
Entering Unmasked Estep 
Score: -16475014.000000 Penalty: 5851.004883
	Iteration 13Q: 3 clusters Score -1.647501e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -16475827.000000 Penalty: 5851.004883
	Iteration 14Q: 3 clusters Score -1.647583e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 113974 members 
Entering Unmasked Estep 
Score: -16476528.000000 Penalty: 5851.004883
	Iteration 15Q: 3 clusters Score -1.647653e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -16477074.000000 Penalty: 5851.004883
	Iteration 16Q: 3 clusters Score -1.647707e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 116802 members 
Entering Unmasked Estep 
Score: -16477601.000000 Penalty: 5851.004883
	Iteration 17Q: 3 clusters Score -1.64776e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -16477932.000000 Penalty: 5851.004883
	Iteration 18Q: 3 clusters Score -1.647793e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 119258 members 
Entering Unmasked Estep 
Score: -16478339.000000 Penalty: 5851.004883
	Iteration 19Q: 3 clusters Score -1.647834e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 120340 members 
Entering Unmasked Estep 
Score: -16478641.000000 Penalty: 5851.004883
	Iteration 20F: 3 clusters Score -1.647864e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 121390 members 
Entering Unmasked Estep 
Score: -16479030.000000 Penalty: 5851.004883
	Iteration 21Q: 3 clusters Score -1.647903e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 122361 members 
Entering Unmasked Estep 
Score: -16479330.000000 Penalty: 5851.004883
	Iteration 22Q: 3 clusters Score -1.647933e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -16479636.000000 Penalty: 5851.004883
	Iteration 23Q: 3 clusters Score -1.647964e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -16479936.000000 Penalty: 5851.004883
	Iteration 24Q: 3 clusters Score -1.647994e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 124900 members 
Entering Unmasked Estep 
Score: -16480145.000000 Penalty: 5851.004883
	Iteration 25Q: 3 clusters Score -1.648014e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -16480431.000000 Penalty: 5851.004883
	Iteration 26Q: 3 clusters Score -1.648043e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -16480654.000000 Penalty: 5851.004883
	Iteration 27Q: 3 clusters Score -1.648065e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 126946 members 
Entering Unmasked Estep 
Score: -16480883.000000 Penalty: 5851.004883
	Iteration 28Q: 3 clusters Score -1.648088e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 127459 members 
Entering Unmasked Estep 
Score: -16481052.000000 Penalty: 5851.004883
	Iteration 29Q: 3 clusters Score -1.648105e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -16481220.000000 Penalty: 5851.004883
	Iteration 30Q: 3 clusters Score -1.648122e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -16481389.000000 Penalty: 5851.004883
	Iteration 31Q: 3 clusters Score -1.648139e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 128672 members 
Entering Unmasked Estep 
Score: -16481529.000000 Penalty: 5851.004883
	Iteration 32Q: 3 clusters Score -1.648153e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 128989 members 
Entering Unmasked Estep 
Score: -16481634.000000 Penalty: 5851.004883
	Iteration 33Q: 3 clusters Score -1.648163e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 129236 members 
Entering Unmasked Estep 
Score: -16481753.000000 Penalty: 5851.004883
	Iteration 34Q: 3 clusters Score -1.648175e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 129452 members 
Entering Unmasked Estep 
Score: -16481817.000000 Penalty: 5851.004883
	Iteration 35Q: 3 clusters Score -1.648182e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 129666 members 
Entering Unmasked Estep 
Score: -16481918.000000 Penalty: 5851.004883
	Iteration 36Q: 3 clusters Score -1.648192e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -16481947.000000 Penalty: 5851.004883
	Iteration 37Q: 3 clusters Score -1.648195e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 129969 members 
Entering Unmasked Estep 
Score: -16482017.000000 Penalty: 5851.004883
	Iteration 38Q: 3 clusters Score -1.648202e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -16482028.000000 Penalty: 5851.004883
	Iteration 39Q: 3 clusters Score -1.648203e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 130192 members 
Entering Unmasked Estep 
Score: -16482076.000000 Penalty: 5851.004883
	Iteration 40F: 3 clusters Score -1.648208e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 130276 members 
Entering Unmasked Estep 
Score: -16482086.000000 Penalty: 5851.004883
	Iteration 41Q: 3 clusters Score -1.648209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -16482109.000000 Penalty: 5851.004883
	Iteration 42Q: 3 clusters Score -1.648211e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -16482122.000000 Penalty: 5851.004883
	Iteration 43Q: 3 clusters Score -1.648212e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -16482155.000000 Penalty: 5851.004883
	Iteration 44Q: 3 clusters Score -1.648216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -16482152.000000 Penalty: 5851.004883
	Iteration 45Q: 3 clusters Score -1.648215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 130523 members 
Entering Unmasked Estep 
Score: -16482194.000000 Penalty: 5851.004883
	Iteration 46Q: 3 clusters Score -1.648219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -16482204.000000 Penalty: 5851.004883
	Iteration 47Q: 3 clusters Score -1.64822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 130582 members 
Entering Unmasked Estep 
Score: -16482201.000000 Penalty: 5851.004883
	Iteration 48Q: 3 clusters Score -1.64822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -16482206.000000 Penalty: 5851.004883
	Iteration 49Q: 3 clusters Score -1.648221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 130612 members 
Entering Unmasked Estep 
Score: -16482194.000000 Penalty: 5851.004883
	Iteration 50Q: 3 clusters Score -1.648219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 130628 members 
Entering Unmasked Estep 
Score: -16482200.000000 Penalty: 5851.004883
	Iteration 51Q: 3 clusters Score -1.64822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 130638 members 
Entering Unmasked Estep 
Score: -16482191.000000 Penalty: 5851.004883
	Iteration 52Q: 3 clusters Score -1.648219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 130647 members 
Entering Unmasked Estep 
Score: -16482214.000000 Penalty: 5851.004883
	Iteration 53Q: 3 clusters Score -1.648221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 130654 members 
Entering Unmasked Estep 
Score: -16482216.000000 Penalty: 5851.004883
	Iteration 54Q: 3 clusters Score -1.648222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -16482213.000000 Penalty: 5851.004883
	Iteration 55Q: 3 clusters Score -1.648221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -16482209.000000 Penalty: 5851.004883
	Iteration 56Q: 3 clusters Score -1.648221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 130685 members 
Entering Unmasked Estep 
Score: -16482232.000000 Penalty: 5851.004883
	Iteration 57Q: 3 clusters Score -1.648223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 130698 members 
Entering Unmasked Estep 
Score: -16482233.000000 Penalty: 5851.004883
	Iteration 58Q: 3 clusters Score -1.648223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 130714 members 
Entering Unmasked Estep 
Score: -16482227.000000 Penalty: 5851.004883
	Iteration 59Q: 3 clusters Score -1.648223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -16482237.000000 Penalty: 5851.004883
	Iteration 60F: 3 clusters Score -1.648224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -16482255.000000 Penalty: 5851.004883
	Iteration 61Q: 3 clusters Score -1.648226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -16482237.000000 Penalty: 5851.004883
	Iteration 62Q: 3 clusters Score -1.648224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 130761 members 
Entering Unmasked Estep 
Score: -16482244.000000 Penalty: 5851.004883
	Iteration 63Q: 3 clusters Score -1.648224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -16482230.000000 Penalty: 5851.004883
	Iteration 64Q: 3 clusters Score -1.648223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 130784 members 
Entering Unmasked Estep 
Score: -16482229.000000 Penalty: 5851.004883
	Iteration 65Q: 3 clusters Score -1.648223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 130794 members 
Entering Unmasked Estep 
Score: -16482229.000000 Penalty: 5851.004883
	Iteration 66Q: 3 clusters Score -1.648223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 130808 members 
Entering Unmasked Estep 
Score: -16482235.000000 Penalty: 5851.004883
	Iteration 67Q: 3 clusters Score -1.648224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -16482238.000000 Penalty: 5851.004883
	Iteration 68Q: 3 clusters Score -1.648224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -16482244.000000 Penalty: 5851.004883
	Iteration 69Q: 3 clusters Score -1.648224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -16482258.000000 Penalty: 5851.004883
	Iteration 70Q: 3 clusters Score -1.648226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -16482256.000000 Penalty: 5851.004883
	Iteration 71Q: 3 clusters Score -1.648226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -16482261.000000 Penalty: 5851.004883
	Iteration 72Q: 3 clusters Score -1.648226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -16482249.000000 Penalty: 5851.004883
	Iteration 73Q: 3 clusters Score -1.648225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 130857 members 
Entering Unmasked Estep 
Score: -16482260.000000 Penalty: 5851.004883
	Iteration 74Q: 3 clusters Score -1.648226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 130859 members 
Entering Unmasked Estep 
Score: -16482258.000000 Penalty: 5851.004883
	Iteration 75Q: 3 clusters Score -1.648226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -16482256.000000 Penalty: 5851.004883
	Iteration 76Q: 3 clusters Score -1.648226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 130865 members 
Entering Unmasked Estep 
Score: -16482253.000000 Penalty: 5851.004883
	Iteration 77Q: 3 clusters Score -1.648225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 130867 members 
Entering Unmasked Estep 
Score: -16482257.000000 Penalty: 5851.004883
	Iteration 78Q: 3 clusters Score -1.648226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 130867 members 
Entering Unmasked Estep 
Score: -16482257.000000 Penalty: 5851.004883
	Iteration 79F: 3 clusters Score -1.648226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Entering Unmasked Estep 
Score: -20646458.000000 Penalty: 2984.894775
	Iteration 0F: 2 clusters Score -2.064646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -20534758.000000 Penalty: 5969.789551
	Iteration 0F: 3 clusters Score -2.053476e+07 nChanged 80966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83049 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -20580840.000000 Penalty: 5969.789551
	Iteration 1F: 3 clusters Score -2.058084e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -20581812.000000 Penalty: 5969.789551
	Iteration 2Q: 3 clusters Score -2.058181e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -20583300.000000 Penalty: 5969.789551
	Iteration 3Q: 3 clusters Score -2.05833e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -20585306.000000 Penalty: 5969.789551
	Iteration 4Q: 3 clusters Score -2.058531e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -20588580.000000 Penalty: 5969.789551
	Iteration 5Q: 3 clusters Score -2.058858e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -20593588.000000 Penalty: 5969.789551
	Iteration 6Q: 3 clusters Score -2.059359e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -20600694.000000 Penalty: 5969.789551
	Iteration 7F: 3 clusters Score -2.060069e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -20609396.000000 Penalty: 5969.789551
	Iteration 8F: 3 clusters Score -2.06094e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -20617934.000000 Penalty: 5969.789551
	Iteration 9F: 3 clusters Score -2.061793e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -20624906.000000 Penalty: 5969.789551
	Iteration 10F: 3 clusters Score -2.062491e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -20629422.000000 Penalty: 5969.789551
	Iteration 11F: 3 clusters Score -2.062942e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 94397 members 
Entering Unmasked Estep 
Score: -20631658.000000 Penalty: 5969.789551
	Iteration 12Q: 3 clusters Score -2.063166e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -20633270.000000 Penalty: 5969.789551
	Iteration 13Q: 3 clusters Score -2.063327e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -20634518.000000 Penalty: 5969.789551
	Iteration 14Q: 3 clusters Score -2.063452e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -20635668.000000 Penalty: 5969.789551
	Iteration 15Q: 3 clusters Score -2.063567e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 86113 members 
Entering Unmasked Estep 
Score: -20636480.000000 Penalty: 5969.789551
	Iteration 16Q: 3 clusters Score -2.063648e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -20637292.000000 Penalty: 5969.789551
	Iteration 17Q: 3 clusters Score -2.063729e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -20637804.000000 Penalty: 5969.789551
	Iteration 18Q: 3 clusters Score -2.06378e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -20638304.000000 Penalty: 5969.789551
	Iteration 19Q: 3 clusters Score -2.06383e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -20638640.000000 Penalty: 5969.789551
	Iteration 20F: 3 clusters Score -2.063864e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -20638980.000000 Penalty: 5969.789551
	Iteration 21Q: 3 clusters Score -2.063898e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92305 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -20639324.000000 Penalty: 5969.789551
	Iteration 22Q: 3 clusters Score -2.063932e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -20639574.000000 Penalty: 5969.789551
	Iteration 23Q: 3 clusters Score -2.063957e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -20639926.000000 Penalty: 5969.789551
	Iteration 24Q: 3 clusters Score -2.063993e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -20640132.000000 Penalty: 5969.789551
	Iteration 25Q: 3 clusters Score -2.064013e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -20640246.000000 Penalty: 5969.789551
	Iteration 26Q: 3 clusters Score -2.064025e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -20640484.000000 Penalty: 5969.789551
	Iteration 27Q: 3 clusters Score -2.064048e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -20640828.000000 Penalty: 5969.789551
	Iteration 28Q: 3 clusters Score -2.064083e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -20640988.000000 Penalty: 5969.789551
	Iteration 29Q: 3 clusters Score -2.064099e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -20641144.000000 Penalty: 5969.789551
	Iteration 30Q: 3 clusters Score -2.064114e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -20641336.000000 Penalty: 5969.789551
	Iteration 31Q: 3 clusters Score -2.064134e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -20641542.000000 Penalty: 5969.789551
	Iteration 32Q: 3 clusters Score -2.064154e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107080 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -20641782.000000 Penalty: 5969.789551
	Iteration 33Q: 3 clusters Score -2.064178e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -20641968.000000 Penalty: 5969.789551
	Iteration 34Q: 3 clusters Score -2.064197e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -20642124.000000 Penalty: 5969.789551
	Iteration 35Q: 3 clusters Score -2.064212e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 57981 members 
Entering Unmasked Estep 
Score: -20642292.000000 Penalty: 5969.789551
	Iteration 36Q: 3 clusters Score -2.064229e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -20642452.000000 Penalty: 5969.789551
	Iteration 37Q: 3 clusters Score -2.064245e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -20642458.000000 Penalty: 5969.789551
	Iteration 38Q: 3 clusters Score -2.064246e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114164 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -20642660.000000 Penalty: 5969.789551
	Iteration 39Q: 3 clusters Score -2.064266e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -20642848.000000 Penalty: 5969.789551
	Iteration 40F: 3 clusters Score -2.064285e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -20642970.000000 Penalty: 5969.789551
	Iteration 41Q: 3 clusters Score -2.064297e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -20643146.000000 Penalty: 5969.789551
	Iteration 42Q: 3 clusters Score -2.064315e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118285 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -20643198.000000 Penalty: 5969.789551
	Iteration 43Q: 3 clusters Score -2.06432e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -20643366.000000 Penalty: 5969.789551
	Iteration 44Q: 3 clusters Score -2.064337e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -20643466.000000 Penalty: 5969.789551
	Iteration 45Q: 3 clusters Score -2.064347e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -20643596.000000 Penalty: 5969.789551
	Iteration 46Q: 3 clusters Score -2.06436e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -20643728.000000 Penalty: 5969.789551
	Iteration 47Q: 3 clusters Score -2.064373e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -20643954.000000 Penalty: 5969.789551
	Iteration 48Q: 3 clusters Score -2.064395e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -20644120.000000 Penalty: 5969.789551
	Iteration 49Q: 3 clusters Score -2.064412e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -20644186.000000 Penalty: 5969.789551
	Iteration 50Q: 3 clusters Score -2.064419e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -20644286.000000 Penalty: 5969.789551
	Iteration 51Q: 3 clusters Score -2.064429e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126643 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -20644418.000000 Penalty: 5969.789551
	Iteration 52Q: 3 clusters Score -2.064442e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127500 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -20644476.000000 Penalty: 5969.789551
	Iteration 53Q: 3 clusters Score -2.064448e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -20644602.000000 Penalty: 5969.789551
	Iteration 54Q: 3 clusters Score -2.06446e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129135 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -20644698.000000 Penalty: 5969.789551
	Iteration 55Q: 3 clusters Score -2.06447e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129871 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -20644722.000000 Penalty: 5969.789551
	Iteration 56Q: 3 clusters Score -2.064472e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130605 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -20644756.000000 Penalty: 5969.789551
	Iteration 57Q: 3 clusters Score -2.064476e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131325 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -20644816.000000 Penalty: 5969.789551
	Iteration 58Q: 3 clusters Score -2.064482e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132011 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -20644908.000000 Penalty: 5969.789551
	Iteration 59Q: 3 clusters Score -2.064491e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132672 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -20644932.000000 Penalty: 5969.789551
	Iteration 60F: 3 clusters Score -2.064493e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133271 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -20645010.000000 Penalty: 5969.789551
	Iteration 61Q: 3 clusters Score -2.064501e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133872 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -20645068.000000 Penalty: 5969.789551
	Iteration 62Q: 3 clusters Score -2.064507e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134439 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -20645116.000000 Penalty: 5969.789551
	Iteration 63Q: 3 clusters Score -2.064512e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134993 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -20645210.000000 Penalty: 5969.789551
	Iteration 64Q: 3 clusters Score -2.064521e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135544 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -20645312.000000 Penalty: 5969.789551
	Iteration 65Q: 3 clusters Score -2.064531e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136082 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -20645400.000000 Penalty: 5969.789551
	Iteration 66Q: 3 clusters Score -2.06454e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -20645482.000000 Penalty: 5969.789551
	Iteration 67Q: 3 clusters Score -2.064548e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137063 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -20645560.000000 Penalty: 5969.789551
	Iteration 68Q: 3 clusters Score -2.064556e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -20645554.000000 Penalty: 5969.789551
	Iteration 69Q: 3 clusters Score -2.064555e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138033 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -20645594.000000 Penalty: 5969.789551
	Iteration 70Q: 3 clusters Score -2.064559e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138514 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -20645664.000000 Penalty: 5969.789551
	Iteration 71Q: 3 clusters Score -2.064566e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -20645742.000000 Penalty: 5969.789551
	Iteration 72Q: 3 clusters Score -2.064574e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139433 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -20645746.000000 Penalty: 5969.789551
	Iteration 73Q: 3 clusters Score -2.064575e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139864 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -20645748.000000 Penalty: 5969.789551
	Iteration 74Q: 3 clusters Score -2.064575e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140222 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -20645788.000000 Penalty: 5969.789551
	Iteration 75Q: 3 clusters Score -2.064579e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140556 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -20645844.000000 Penalty: 5969.789551
	Iteration 76Q: 3 clusters Score -2.064584e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140838 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -20645784.000000 Penalty: 5969.789551
	Iteration 77Q: 3 clusters Score -2.064578e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141139 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -20645724.000000 Penalty: 5969.789551
	Iteration 78Q: 3 clusters Score -2.064572e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141443 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -20645744.000000 Penalty: 5969.789551
	Iteration 79Q: 3 clusters Score -2.064574e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141750 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -20645800.000000 Penalty: 5969.789551
	Iteration 80F: 3 clusters Score -2.06458e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142045 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -20645862.000000 Penalty: 5969.789551
	Iteration 81Q: 3 clusters Score -2.064586e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142332 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -20645908.000000 Penalty: 5969.789551
	Iteration 82Q: 3 clusters Score -2.064591e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142591 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -20645910.000000 Penalty: 5969.789551
	Iteration 83Q: 3 clusters Score -2.064591e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -20645960.000000 Penalty: 5969.789551
	Iteration 84Q: 3 clusters Score -2.064596e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -20645978.000000 Penalty: 5969.789551
	Iteration 85Q: 3 clusters Score -2.064598e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -20646014.000000 Penalty: 5969.789551
	Iteration 86Q: 3 clusters Score -2.064601e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -20646064.000000 Penalty: 5969.789551
	Iteration 87Q: 3 clusters Score -2.064606e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144048 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -20646122.000000 Penalty: 5969.789551
	Iteration 88Q: 3 clusters Score -2.064612e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144342 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -20646206.000000 Penalty: 5969.789551
	Iteration 89Q: 3 clusters Score -2.064621e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144639 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -20646252.000000 Penalty: 5969.789551
	Iteration 90Q: 3 clusters Score -2.064625e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144928 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -20646276.000000 Penalty: 5969.789551
	Iteration 91Q: 3 clusters Score -2.064628e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145183 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -20646324.000000 Penalty: 5969.789551
	Iteration 92Q: 3 clusters Score -2.064632e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145430 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -20646302.000000 Penalty: 5969.789551
	Iteration 93Q: 3 clusters Score -2.06463e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -20646316.000000 Penalty: 5969.789551
	Iteration 94Q: 3 clusters Score -2.064632e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145922 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -20646350.000000 Penalty: 5969.789551
	Iteration 95Q: 3 clusters Score -2.064635e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -20646322.000000 Penalty: 5969.789551
	Iteration 96Q: 3 clusters Score -2.064632e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -20646346.000000 Penalty: 5969.789551
	Iteration 97Q: 3 clusters Score -2.064635e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -20646364.000000 Penalty: 5969.789551
	Iteration 98Q: 3 clusters Score -2.064636e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -20646380.000000 Penalty: 5969.789551
	Iteration 99Q: 3 clusters Score -2.064638e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146938 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -20646380.000000 Penalty: 5969.789551
	Iteration 100F: 3 clusters Score -2.064638e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -20646386.000000 Penalty: 5969.789551
	Iteration 101Q: 3 clusters Score -2.064639e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147243 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -20646416.000000 Penalty: 5969.789551
	Iteration 102Q: 3 clusters Score -2.064642e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147411 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -20646420.000000 Penalty: 5969.789551
	Iteration 103Q: 3 clusters Score -2.064642e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147569 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -20646382.000000 Penalty: 5969.789551
	Iteration 104Q: 3 clusters Score -2.064638e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147752 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -20646390.000000 Penalty: 5969.789551
	Iteration 105Q: 3 clusters Score -2.064639e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -20646432.000000 Penalty: 5969.789551
	Iteration 106Q: 3 clusters Score -2.064643e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148102 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -20646392.000000 Penalty: 5969.789551
	Iteration 107Q: 3 clusters Score -2.064639e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -20646398.000000 Penalty: 5969.789551
	Iteration 108Q: 3 clusters Score -2.06464e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -20646414.000000 Penalty: 5969.789551
	Iteration 109Q: 3 clusters Score -2.064641e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148557 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -20646412.000000 Penalty: 5969.789551
	Iteration 110Q: 3 clusters Score -2.064641e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -20646406.000000 Penalty: 5969.789551
	Iteration 111Q: 3 clusters Score -2.064641e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -20646404.000000 Penalty: 5969.789551
	Iteration 112Q: 3 clusters Score -2.06464e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -20646432.000000 Penalty: 5969.789551
	Iteration 113Q: 3 clusters Score -2.064643e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149103 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -20646424.000000 Penalty: 5969.789551
	Iteration 114Q: 3 clusters Score -2.064642e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149257 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -20646424.000000 Penalty: 5969.789551
	Iteration 115Q: 3 clusters Score -2.064642e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -20646436.000000 Penalty: 5969.789551
	Iteration 116Q: 3 clusters Score -2.064644e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149585 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -20646464.000000 Penalty: 5969.789551
	Iteration 117Q: 3 clusters Score -2.064646e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -20646404.000000 Penalty: 5969.789551
	Iteration 118Q: 3 clusters Score -2.06464e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149941 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -20646440.000000 Penalty: 5969.789551
	Iteration 119Q: 3 clusters Score -2.064644e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -20646432.000000 Penalty: 5969.789551
	Iteration 120F: 3 clusters Score -2.064643e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -20646468.000000 Penalty: 5969.789551
	Iteration 121Q: 3 clusters Score -2.064647e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -20646444.000000 Penalty: 5969.789551
	Iteration 122Q: 3 clusters Score -2.064644e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150566 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -20646492.000000 Penalty: 5969.789551
	Iteration 123Q: 3 clusters Score -2.064649e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -20646416.000000 Penalty: 5969.789551
	Iteration 124Q: 3 clusters Score -2.064642e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -20646428.000000 Penalty: 5969.789551
	Iteration 125Q: 3 clusters Score -2.064643e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -20646434.000000 Penalty: 5969.789551
	Iteration 126Q: 3 clusters Score -2.064643e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -20646466.000000 Penalty: 5969.789551
	Iteration 127Q: 3 clusters Score -2.064647e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -20646504.000000 Penalty: 5969.789551
	Iteration 128Q: 3 clusters Score -2.06465e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151467 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -20646496.000000 Penalty: 5969.789551
	Iteration 129Q: 3 clusters Score -2.06465e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151580 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -20646502.000000 Penalty: 5969.789551
	Iteration 130Q: 3 clusters Score -2.06465e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151676 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -20646508.000000 Penalty: 5969.789551
	Iteration 131Q: 3 clusters Score -2.064651e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151763 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -20646504.000000 Penalty: 5969.789551
	Iteration 132Q: 3 clusters Score -2.06465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -20646498.000000 Penalty: 5969.789551
	Iteration 133Q: 3 clusters Score -2.06465e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -20646470.000000 Penalty: 5969.789551
	Iteration 134Q: 3 clusters Score -2.064647e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -20646464.000000 Penalty: 5969.789551
	Iteration 135Q: 3 clusters Score -2.064646e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152032 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -20646432.000000 Penalty: 5969.789551
	Iteration 136Q: 3 clusters Score -2.064643e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -20646430.000000 Penalty: 5969.789551
	Iteration 137Q: 3 clusters Score -2.064643e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152159 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -20646440.000000 Penalty: 5969.789551
	Iteration 138Q: 3 clusters Score -2.064644e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152215 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -20646408.000000 Penalty: 5969.789551
	Iteration 139Q: 3 clusters Score -2.064641e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152271 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -20646406.000000 Penalty: 5969.789551
	Iteration 140F: 3 clusters Score -2.064641e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152333 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -20646366.000000 Penalty: 5969.789551
	Iteration 141Q: 3 clusters Score -2.064637e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -20646358.000000 Penalty: 5969.789551
	Iteration 142Q: 3 clusters Score -2.064636e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152480 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -20646368.000000 Penalty: 5969.789551
	Iteration 143Q: 3 clusters Score -2.064637e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -20646366.000000 Penalty: 5969.789551
	Iteration 144Q: 3 clusters Score -2.064637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -20646382.000000 Penalty: 5969.789551
	Iteration 145Q: 3 clusters Score -2.064638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -20646398.000000 Penalty: 5969.789551
	Iteration 146Q: 3 clusters Score -2.06464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -20646406.000000 Penalty: 5969.789551
	Iteration 147Q: 3 clusters Score -2.064641e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -20646398.000000 Penalty: 5969.789551
	Iteration 148Q: 3 clusters Score -2.06464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -20646402.000000 Penalty: 5969.789551
	Iteration 149Q: 3 clusters Score -2.06464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152854 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -20646392.000000 Penalty: 5969.789551
	Iteration 150Q: 3 clusters Score -2.064639e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152890 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -20646418.000000 Penalty: 5969.789551
	Iteration 151Q: 3 clusters Score -2.064642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152928 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -20646440.000000 Penalty: 5969.789551
	Iteration 152Q: 3 clusters Score -2.064644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -20646410.000000 Penalty: 5969.789551
	Iteration 153Q: 3 clusters Score -2.064641e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -20646392.000000 Penalty: 5969.789551
	Iteration 154Q: 3 clusters Score -2.064639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -20646410.000000 Penalty: 5969.789551
	Iteration 155Q: 3 clusters Score -2.064641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153101 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -20646400.000000 Penalty: 5969.789551
	Iteration 156Q: 3 clusters Score -2.06464e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153139 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -20646418.000000 Penalty: 5969.789551
	Iteration 157Q: 3 clusters Score -2.064642e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153173 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -20646410.000000 Penalty: 5969.789551
	Iteration 158Q: 3 clusters Score -2.064641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153210 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -20646418.000000 Penalty: 5969.789551
	Iteration 159Q: 3 clusters Score -2.064642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153242 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -20646420.000000 Penalty: 5969.789551
	Iteration 160F: 3 clusters Score -2.064642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -20646414.000000 Penalty: 5969.789551
	Iteration 161Q: 3 clusters Score -2.064641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -20646416.000000 Penalty: 5969.789551
	Iteration 162Q: 3 clusters Score -2.064642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -20646424.000000 Penalty: 5969.789551
	Iteration 163Q: 3 clusters Score -2.064642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -20646420.000000 Penalty: 5969.789551
	Iteration 164Q: 3 clusters Score -2.064642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153322 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -20646422.000000 Penalty: 5969.789551
	Iteration 165Q: 3 clusters Score -2.064642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -20646426.000000 Penalty: 5969.789551
	Iteration 166Q: 3 clusters Score -2.064643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -20646416.000000 Penalty: 5969.789551
	Iteration 167Q: 3 clusters Score -2.064642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -20646412.000000 Penalty: 5969.789551
	Iteration 168Q: 3 clusters Score -2.064641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -20646402.000000 Penalty: 5969.789551
	Iteration 169Q: 3 clusters Score -2.06464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -20646394.000000 Penalty: 5969.789551
	Iteration 170Q: 3 clusters Score -2.064639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -20646388.000000 Penalty: 5969.789551
	Iteration 171Q: 3 clusters Score -2.064639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153368 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -20646404.000000 Penalty: 5969.789551
	Iteration 172Q: 3 clusters Score -2.06464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -20646382.000000 Penalty: 5969.789551
	Iteration 173Q: 3 clusters Score -2.064638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153379 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -20646400.000000 Penalty: 5969.789551
	Iteration 174Q: 3 clusters Score -2.06464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153382 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -20646392.000000 Penalty: 5969.789551
	Iteration 175Q: 3 clusters Score -2.064639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -20646404.000000 Penalty: 5969.789551
	Iteration 176Q: 3 clusters Score -2.06464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153383 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -20646404.000000 Penalty: 5969.789551
	Iteration 177F: 3 clusters Score -2.06464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -86566.203125 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -86566.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84786.414062 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -84786.41 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85021.945312 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -85021.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85106.976562 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -85106.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85145.843750 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -85145.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85165.398438 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -85165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85180.062500 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -85180.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85186.062500 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -85186.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85195.007812 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -85195.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85207.000000 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -85207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85219.523438 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -85219.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85236.671875 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -85236.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85274.531250 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -85274.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85317.320312 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -85317.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85377.710938 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -85377.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85446.523438 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -85446.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85515.078125 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -85515.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85626.101562 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -85626.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85767.312500 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -85767.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85882.250000 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -85882.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86063.546875 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -86063.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86270.000000 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -86270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86507.515625 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -86507.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86657.640625 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -86657.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86703.937500 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -86703.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86703.937500 Penalty: 3298.538330
	Iteration 24F: 3 clusters Score -86703.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 99858 members 
Mstep: Class 7 contains 153276 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 104971 members 
Mstep: Class 10 contains 170056 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 153620 members 
Mstep: Class 13 contains 182636 members 
Mstep: Class 14 contains 194251 members 
Mstep: Class 15 contains 132771 members 
Mstep: Class 16 contains 168698 members 
Mstep: Class 17 contains 424 members 
Mstep: Class 18 contains 78758 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16100 members 
Mstep: Class 24 contains 1510 members 
Entering Unmasked Estep 
Score: -194700576.000000 Penalty: 85071.390625
Splitting cluster 17 changes total score from -194701440.000000 to -194700576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (78758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Entering Unmasked Estep 
Score: -9370894.000000 Penalty: 2795.985596
	Iteration 0F: 2 clusters Score -9370894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -9318071.000000 Penalty: 5591.971191
	Iteration 0F: 3 clusters Score -9318071 nChanged 37022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -9338968.000000 Penalty: 5591.971191
	Iteration 1F: 3 clusters Score -9338968 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -9339702.000000 Penalty: 5591.971191
	Iteration 2Q: 3 clusters Score -9339702 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9340485.000000 Penalty: 5591.971191
	Iteration 3Q: 3 clusters Score -9340485 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -9341467.000000 Penalty: 5591.971191
	Iteration 4Q: 3 clusters Score -9341467 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -9343127.000000 Penalty: 5591.971191
	Iteration 5Q: 3 clusters Score -9343127 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -9345917.000000 Penalty: 5591.971191
	Iteration 6F: 3 clusters Score -9345917 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -9350489.000000 Penalty: 5591.971191
	Iteration 7F: 3 clusters Score -9350489 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66326 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -9356631.000000 Penalty: 5591.971191
	Iteration 8F: 3 clusters Score -9356631 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -9362568.000000 Penalty: 5591.971191
	Iteration 9F: 3 clusters Score -9362568 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9366137.000000 Penalty: 5591.971191
	Iteration 10Q: 3 clusters Score -9366137 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9367650.000000 Penalty: 5591.971191
	Iteration 11Q: 3 clusters Score -9367650 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9368127.000000 Penalty: 5591.971191
	Iteration 12Q: 3 clusters Score -9368127 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9368328.000000 Penalty: 5591.971191
	Iteration 13Q: 3 clusters Score -9368328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9368417.000000 Penalty: 5591.971191
	Iteration 14Q: 3 clusters Score -9368417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9368457.000000 Penalty: 5591.971191
	Iteration 15Q: 3 clusters Score -9368457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9368484.000000 Penalty: 5591.971191
	Iteration 16Q: 3 clusters Score -9368484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9368494.000000 Penalty: 5591.971191
	Iteration 17Q: 3 clusters Score -9368494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78433 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9368504.000000 Penalty: 5591.971191
	Iteration 18Q: 3 clusters Score -9368504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9368504.000000 Penalty: 5591.971191
	Iteration 19Q: 3 clusters Score -9368504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9368503.000000 Penalty: 5591.971191
	Iteration 20F: 3 clusters Score -9368503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9368506.000000 Penalty: 5591.971191
	Iteration 21Q: 3 clusters Score -9368506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9368516.000000 Penalty: 5591.971191
	Iteration 22Q: 3 clusters Score -9368516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9368508.000000 Penalty: 5591.971191
	Iteration 23Q: 3 clusters Score -9368508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9368508.000000 Penalty: 5591.971191
	Iteration 24F: 3 clusters Score -9368508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -1741630.875000 Penalty: 2374.458008
	Iteration 0F: 2 clusters Score -1741631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1731094.875000 Penalty: 4748.916016
	Iteration 0F: 3 clusters Score -1731095 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1734456.750000 Penalty: 4748.916016
	Iteration 1F: 3 clusters Score -1734457 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1734860.125000 Penalty: 4748.916016
	Iteration 2F: 3 clusters Score -1734860 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1735191.000000 Penalty: 4748.916016
	Iteration 3F: 3 clusters Score -1735191 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1735487.625000 Penalty: 4748.916016
	Iteration 4Q: 3 clusters Score -1735488 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1735773.375000 Penalty: 4748.916016
	Iteration 5Q: 3 clusters Score -1735773 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1736117.875000 Penalty: 4748.916016
	Iteration 6Q: 3 clusters Score -1736118 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1736486.500000 Penalty: 4748.916016
	Iteration 7Q: 3 clusters Score -1736486 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1736940.875000 Penalty: 4748.916016
	Iteration 8F: 3 clusters Score -1736941 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1737478.250000 Penalty: 4748.916016
	Iteration 9F: 3 clusters Score -1737478 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1738052.375000 Penalty: 4748.916016
	Iteration 10F: 3 clusters Score -1738052 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1738642.125000 Penalty: 4748.916016
	Iteration 11F: 3 clusters Score -1738642 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1739092.875000 Penalty: 4748.916016
	Iteration 12Q: 3 clusters Score -1739093 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1739410.375000 Penalty: 4748.916016
	Iteration 13Q: 3 clusters Score -1739410 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1739639.875000 Penalty: 4748.916016
	Iteration 14Q: 3 clusters Score -1739640 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1739832.000000 Penalty: 4748.916016
	Iteration 15Q: 3 clusters Score -1739832 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1739953.000000 Penalty: 4748.916016
	Iteration 16Q: 3 clusters Score -1739953 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1740035.125000 Penalty: 4748.916016
	Iteration 17Q: 3 clusters Score -1740035 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1740131.500000 Penalty: 4748.916016
	Iteration 18Q: 3 clusters Score -1740132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1740206.750000 Penalty: 4748.916016
	Iteration 19Q: 3 clusters Score -1740207 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1740276.500000 Penalty: 4748.916016
	Iteration 20F: 3 clusters Score -1740276 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1740333.500000 Penalty: 4748.916016
	Iteration 21Q: 3 clusters Score -1740334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1740381.000000 Penalty: 4748.916016
	Iteration 22Q: 3 clusters Score -1740381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1740411.750000 Penalty: 4748.916016
	Iteration 23Q: 3 clusters Score -1740412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1740441.250000 Penalty: 4748.916016
	Iteration 24Q: 3 clusters Score -1740441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1740465.250000 Penalty: 4748.916016
	Iteration 25Q: 3 clusters Score -1740465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1740477.750000 Penalty: 4748.916016
	Iteration 26Q: 3 clusters Score -1740478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1740488.125000 Penalty: 4748.916016
	Iteration 27Q: 3 clusters Score -1740488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1740490.875000 Penalty: 4748.916016
	Iteration 28Q: 3 clusters Score -1740491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1740493.625000 Penalty: 4748.916016
	Iteration 29Q: 3 clusters Score -1740494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1740494.500000 Penalty: 4748.916016
	Iteration 30Q: 3 clusters Score -1740494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1740491.750000 Penalty: 4748.916016
	Iteration 31Q: 3 clusters Score -1740492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1740491.750000 Penalty: 4748.916016
	Iteration 32Q: 3 clusters Score -1740492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1740501.125000 Penalty: 4748.916016
	Iteration 33Q: 3 clusters Score -1740501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1740508.875000 Penalty: 4748.916016
	Iteration 34Q: 3 clusters Score -1740509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1740511.625000 Penalty: 4748.916016
	Iteration 35Q: 3 clusters Score -1740512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1740511.375000 Penalty: 4748.916016
	Iteration 36Q: 3 clusters Score -1740511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1740516.875000 Penalty: 4748.916016
	Iteration 37Q: 3 clusters Score -1740517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1740523.125000 Penalty: 4748.916016
	Iteration 38Q: 3 clusters Score -1740523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1740520.250000 Penalty: 4748.916016
	Iteration 39Q: 3 clusters Score -1740520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1740517.875000 Penalty: 4748.916016
	Iteration 40F: 3 clusters Score -1740518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1740520.750000 Penalty: 4748.916016
	Iteration 41Q: 3 clusters Score -1740521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1740523.750000 Penalty: 4748.916016
	Iteration 42Q: 3 clusters Score -1740524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1740522.875000 Penalty: 4748.916016
	Iteration 43Q: 3 clusters Score -1740523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1740525.375000 Penalty: 4748.916016
	Iteration 44Q: 3 clusters Score -1740525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1740523.750000 Penalty: 4748.916016
	Iteration 45Q: 3 clusters Score -1740524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1740528.750000 Penalty: 4748.916016
	Iteration 46Q: 3 clusters Score -1740529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1740528.625000 Penalty: 4748.916016
	Iteration 47Q: 3 clusters Score -1740529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1740527.125000 Penalty: 4748.916016
	Iteration 48Q: 3 clusters Score -1740527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1740529.750000 Penalty: 4748.916016
	Iteration 49Q: 3 clusters Score -1740530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1740529.250000 Penalty: 4748.916016
	Iteration 50Q: 3 clusters Score -1740529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1740528.750000 Penalty: 4748.916016
	Iteration 51Q: 3 clusters Score -1740529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1740526.125000 Penalty: 4748.916016
	Iteration 52Q: 3 clusters Score -1740526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1740525.625000 Penalty: 4748.916016
	Iteration 53Q: 3 clusters Score -1740526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1740525.625000 Penalty: 4748.916016
	Iteration 54F: 3 clusters Score -1740526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -135994.734375 Penalty: 1775.504395
	Iteration 0F: 2 clusters Score -135994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -133840.906250 Penalty: 3551.008789
	Iteration 0F: 3 clusters Score -133840.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134286.125000 Penalty: 3551.008789
	Iteration 1F: 3 clusters Score -134286.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -134504.890625 Penalty: 3551.008789
	Iteration 2F: 3 clusters Score -134504.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134689.984375 Penalty: 3551.008789
	Iteration 3F: 3 clusters Score -134690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134874.843750 Penalty: 3551.008789
	Iteration 4F: 3 clusters Score -134874.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135076.046875 Penalty: 3551.008789
	Iteration 5F: 3 clusters Score -135076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -135267.609375 Penalty: 3551.008789
	Iteration 6Q: 3 clusters Score -135267.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135429.906250 Penalty: 3551.008789
	Iteration 7Q: 3 clusters Score -135429.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -135514.593750 Penalty: 3551.008789
	Iteration 8Q: 3 clusters Score -135514.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135589.968750 Penalty: 3551.008789
	Iteration 9Q: 3 clusters Score -135590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135628.484375 Penalty: 3551.008789
	Iteration 10Q: 3 clusters Score -135628.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135651.031250 Penalty: 3551.008789
	Iteration 11Q: 3 clusters Score -135651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135660.328125 Penalty: 3551.008789
	Iteration 12Q: 3 clusters Score -135660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135665.906250 Penalty: 3551.008789
	Iteration 13Q: 3 clusters Score -135665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -135672.609375 Penalty: 3551.008789
	Iteration 14Q: 3 clusters Score -135672.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -135674.062500 Penalty: 3551.008789
	Iteration 15Q: 3 clusters Score -135674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135675.296875 Penalty: 3551.008789
	Iteration 16Q: 3 clusters Score -135675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -135675.296875 Penalty: 3551.008789
	Iteration 17F: 3 clusters Score -135675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -327445.093750 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -327445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -324357.812500 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -324357.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -324927.437500 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -324927.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -325097.968750 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -325098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -325229.687500 Penalty: 3911.496338
	Iteration 3F: 3 clusters Score -325229.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -325304.500000 Penalty: 3911.496338
	Iteration 4Q: 3 clusters Score -325304.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -325349.843750 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -325349.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -325375.312500 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -325375.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -325387.187500 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -325387.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -325396.343750 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -325396.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -325410.218750 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -325410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -325423.531250 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -325423.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -325434.500000 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -325434.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -325444.062500 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -325444.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -325449.968750 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -325450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -325456.687500 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -325456.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -325462.156250 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -325462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325464.562500 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -325464.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -325466.375000 Penalty: 3911.496338
	Iteration 17Q: 3 clusters Score -325466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -325467.812500 Penalty: 3911.496338
	Iteration 18Q: 3 clusters Score -325467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -325469.406250 Penalty: 3911.496338
	Iteration 19Q: 3 clusters Score -325469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -325470.781250 Penalty: 3911.496338
	Iteration 20F: 3 clusters Score -325470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -325471.500000 Penalty: 3911.496338
	Iteration 21Q: 3 clusters Score -325471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -325472.343750 Penalty: 3911.496338
	Iteration 22Q: 3 clusters Score -325472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -325473.437500 Penalty: 3911.496338
	Iteration 23Q: 3 clusters Score -325473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325474.906250 Penalty: 3911.496338
	Iteration 24Q: 3 clusters Score -325474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -325474.906250 Penalty: 3911.496338
	Iteration 25F: 3 clusters Score -325474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71316.195312 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71316.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71557.007812 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71557.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71630.960938 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71630.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71680.093750 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71680.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71751.937500 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71751.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71818.710938 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71818.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71859.570312 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71859.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71895.164062 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71895.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71938.414062 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71938.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71961.179688 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71961.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71983.445312 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -71983.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71993.671875 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -71993.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72003.507812 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -72003.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72014.234375 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -72014.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72027.273438 Penalty: 3215.621338
	Iteration 14Q: 3 clusters Score -72027.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72033.585938 Penalty: 3215.621338
	Iteration 15Q: 3 clusters Score -72033.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72035.585938 Penalty: 3215.621338
	Iteration 16Q: 3 clusters Score -72035.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72041.015625 Penalty: 3215.621338
	Iteration 17Q: 3 clusters Score -72041.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -72042.359375 Penalty: 3215.621338
	Iteration 18Q: 3 clusters Score -72042.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72043.562500 Penalty: 3215.621338
	Iteration 19Q: 3 clusters Score -72043.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72046.406250 Penalty: 3215.621338
	Iteration 20F: 3 clusters Score -72046.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72052.226562 Penalty: 3215.621338
	Iteration 21Q: 3 clusters Score -72052.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72054.039062 Penalty: 3215.621338
	Iteration 22Q: 3 clusters Score -72054.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -72058.187500 Penalty: 3215.621338
	Iteration 23Q: 3 clusters Score -72058.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -72058.187500 Penalty: 3215.621338
	Iteration 24F: 3 clusters Score -72058.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Entering Unmasked Estep 
Score: -1847456.000000 Penalty: 2402.270508
	Iteration 0F: 2 clusters Score -1847456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1835887.250000 Penalty: 4804.541016
	Iteration 0F: 3 clusters Score -1835887 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1840060.750000 Penalty: 4804.541016
	Iteration 1F: 3 clusters Score -1840061 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1841141.500000 Penalty: 4804.541016
	Iteration 2F: 3 clusters Score -1841142 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1841945.875000 Penalty: 4804.541016
	Iteration 3F: 3 clusters Score -1841946 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1842567.875000 Penalty: 4804.541016
	Iteration 4F: 3 clusters Score -1842568 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1843154.125000 Penalty: 4804.541016
	Iteration 5F: 3 clusters Score -1843154 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1843743.625000 Penalty: 4804.541016
	Iteration 6F: 3 clusters Score -1843744 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1844232.625000 Penalty: 4804.541016
	Iteration 7F: 3 clusters Score -1844233 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1844644.125000 Penalty: 4804.541016
	Iteration 8Q: 3 clusters Score -1844644 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1844964.625000 Penalty: 4804.541016
	Iteration 9Q: 3 clusters Score -1844965 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1845223.875000 Penalty: 4804.541016
	Iteration 10Q: 3 clusters Score -1845224 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1845429.125000 Penalty: 4804.541016
	Iteration 11Q: 3 clusters Score -1845429 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1845547.000000 Penalty: 4804.541016
	Iteration 12Q: 3 clusters Score -1845547 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1845636.500000 Penalty: 4804.541016
	Iteration 13Q: 3 clusters Score -1845636 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1845691.875000 Penalty: 4804.541016
	Iteration 14Q: 3 clusters Score -1845692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1845726.250000 Penalty: 4804.541016
	Iteration 15Q: 3 clusters Score -1845726 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1845755.375000 Penalty: 4804.541016
	Iteration 16Q: 3 clusters Score -1845755 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1845791.875000 Penalty: 4804.541016
	Iteration 17Q: 3 clusters Score -1845792 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1845800.625000 Penalty: 4804.541016
	Iteration 18Q: 3 clusters Score -1845801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1845813.625000 Penalty: 4804.541016
	Iteration 19Q: 3 clusters Score -1845814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1845828.375000 Penalty: 4804.541016
	Iteration 20F: 3 clusters Score -1845828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1845835.250000 Penalty: 4804.541016
	Iteration 21Q: 3 clusters Score -1845835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1845837.875000 Penalty: 4804.541016
	Iteration 22Q: 3 clusters Score -1845838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1845844.625000 Penalty: 4804.541016
	Iteration 23Q: 3 clusters Score -1845845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1845843.500000 Penalty: 4804.541016
	Iteration 24Q: 3 clusters Score -1845844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1845848.750000 Penalty: 4804.541016
	Iteration 25Q: 3 clusters Score -1845849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1845851.875000 Penalty: 4804.541016
	Iteration 26Q: 3 clusters Score -1845852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1845851.625000 Penalty: 4804.541016
	Iteration 27Q: 3 clusters Score -1845852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1845855.375000 Penalty: 4804.541016
	Iteration 28Q: 3 clusters Score -1845855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1845859.250000 Penalty: 4804.541016
	Iteration 29Q: 3 clusters Score -1845859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1845859.375000 Penalty: 4804.541016
	Iteration 30Q: 3 clusters Score -1845859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1845859.250000 Penalty: 4804.541016
	Iteration 31Q: 3 clusters Score -1845859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1845857.750000 Penalty: 4804.541016
	Iteration 32Q: 3 clusters Score -1845858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1845857.750000 Penalty: 4804.541016
	Iteration 33Q: 3 clusters Score -1845858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1845857.750000 Penalty: 4804.541016
	Iteration 34F: 3 clusters Score -1845858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -160140.046875 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -160140 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 764 members 
Entering Unmasked Estep 
Score: -157879.578125 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -157879.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -158388.718750 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -158388.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158713.343750 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -158713.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158995.031250 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -158995 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -159344.875000 Penalty: 3630.652832
	Iteration 4F: 3 clusters Score -159344.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -159726.109375 Penalty: 3630.652832
	Iteration 5F: 3 clusters Score -159726.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -160135.953125 Penalty: 3630.652832
	Iteration 6F: 3 clusters Score -160136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -160379.375000 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -160379.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -160598.140625 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -160598.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160826.296875 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -160826.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -161386.359375 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -161386.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161660.015625 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -161660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161689.531250 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -161689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -161701.875000 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -161701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -161708.968750 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -161709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161717.250000 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -161717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -161727.250000 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -161727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -161737.312500 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -161737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -161759.125000 Penalty: 3630.652832
	Iteration 18Q: 3 clusters Score -161759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161794.734375 Penalty: 3630.652832
	Iteration 19Q: 3 clusters Score -161794.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -161850.656250 Penalty: 3630.652832
	Iteration 20F: 3 clusters Score -161850.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -161958.312500 Penalty: 3630.652832
	Iteration 21Q: 3 clusters Score -161958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161965.750000 Penalty: 3630.652832
	Iteration 22Q: 3 clusters Score -161965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161966.578125 Penalty: 3630.652832
	Iteration 23Q: 3 clusters Score -161966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -161966.578125 Penalty: 3630.652832
	Iteration 24F: 3 clusters Score -161966.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 99858 members 
Mstep: Class 7 contains 153276 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 9 contains 104971 members 
Mstep: Class 10 contains 170056 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 153620 members 
Mstep: Class 13 contains 182636 members 
Mstep: Class 14 contains 194251 members 
Mstep: Class 15 contains 132771 members 
Mstep: Class 16 contains 168698 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78758 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16100 members 
Mstep: Class 24 contains 590 members 
Entering Unmasked Estep 
Score: -194702496.000000 Penalty: 85071.390625
Splitting cluster 24 changes total score from -194701440.000000 to -194702496.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 6462 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 99858 members 
Mstep: Class 7 contains 153276 members 
Mstep: Class 9 contains 104971 members 
Mstep: Class 10 contains 170056 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 153620 members 
Mstep: Class 13 contains 182636 members 
Mstep: Class 14 contains 194251 members 
Mstep: Class 15 contains 132771 members 
Mstep: Class 16 contains 168698 members 
Mstep: Class 17 contains 773 members 
Mstep: Class 18 contains 78758 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 1286 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16100 members 
Mstep: Class 24 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703152.000000 Penalty: 85071.390625
Iteration 279Q: 25 clusters Score -1.947032e+08 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 6205 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5585 members 
Mstep: Class 6 contains 99947 members 
Mstep: Class 7 contains 153883 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 9 contains 105411 members 
Mstep: Class 10 contains 170230 members 
Mstep: Class 11 contains 6605 members 
Mstep: Class 12 contains 154203 members 
Mstep: Class 13 contains 183133 members 
Mstep: Class 14 contains 194493 members 
Mstep: Class 15 contains 130814 members 
Mstep: Class 16 contains 167727 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 78727 members 
Mstep: Class 19 contains 14380 members 
Mstep: Class 20 contains 1279 members 
Mstep: Class 21 contains 2668 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16343 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704352.000000 Penalty: 85071.390625
Iteration 280F: 25 clusters Score -1.947044e+08 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 111790 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 5588 members 
Mstep: Class 6 contains 100068 members 
Mstep: Class 7 contains 154548 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 9 contains 105881 members 
Mstep: Class 10 contains 170351 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 154747 members 
Mstep: Class 13 contains 183552 members 
Mstep: Class 14 contains 194728 members 
Mstep: Class 15 contains 128794 members 
Mstep: Class 16 contains 166853 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 78704 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 1276 members 
Mstep: Class 21 contains 2670 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16563 members 
Mstep: Class 24 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704896.000000 Penalty: 85071.390625
Iteration 281Q: 25 clusters Score -1.947049e+08 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112196 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 100228 members 
Mstep: Class 7 contains 155206 members 
Mstep: Class 8 contains 924 members 
Mstep: Class 9 contains 106345 members 
Mstep: Class 10 contains 170380 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 155359 members 
Mstep: Class 13 contains 184011 members 
Mstep: Class 14 contains 194792 members 
Mstep: Class 15 contains 126746 members 
Mstep: Class 16 contains 166013 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 78705 members 
Mstep: Class 19 contains 14363 members 
Mstep: Class 20 contains 1273 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16777 members 
Mstep: Class 24 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706464.000000 Penalty: 85071.390625
Iteration 282Q: 25 clusters Score -1.947065e+08 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 112700 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 100386 members 
Mstep: Class 7 contains 155817 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 106771 members 
Mstep: Class 10 contains 170454 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 155927 members 
Mstep: Class 13 contains 184437 members 
Mstep: Class 14 contains 194777 members 
Mstep: Class 15 contains 124683 members 
Mstep: Class 16 contains 165278 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 78706 members 
Mstep: Class 19 contains 14366 members 
Mstep: Class 20 contains 1271 members 
Mstep: Class 21 contains 2676 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 16992 members 
Mstep: Class 24 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707552.000000 Penalty: 85071.390625
Iteration 283Q: 25 clusters Score -1.947076e+08 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113211 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 4439 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 100590 members 
Mstep: Class 7 contains 156399 members 
Mstep: Class 8 contains 926 members 
Mstep: Class 9 contains 107141 members 
Mstep: Class 10 contains 170612 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 156514 members 
Mstep: Class 13 contains 184800 members 
Mstep: Class 14 contains 194782 members 
Mstep: Class 15 contains 122610 members 
Mstep: Class 16 contains 164554 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 78711 members 
Mstep: Class 19 contains 14360 members 
Mstep: Class 20 contains 1270 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 17203 members 
Mstep: Class 24 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708256.000000 Penalty: 85071.390625
Iteration 284Q: 25 clusters Score -1.947083e+08 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 113832 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5596 members 
Mstep: Class 6 contains 100781 members 
Mstep: Class 7 contains 156924 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 107495 members 
Mstep: Class 10 contains 170721 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 157141 members 
Mstep: Class 13 contains 185165 members 
Mstep: Class 14 contains 194754 members 
Mstep: Class 15 contains 120505 members 
Mstep: Class 16 contains 163927 members 
Mstep: Class 17 contains 771 members 
Mstep: Class 18 contains 78694 members 
Mstep: Class 19 contains 14349 members 
Mstep: Class 20 contains 1270 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708960.000000 Penalty: 85071.390625
Iteration 285Q: 25 clusters Score -1.94709e+08 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 100991 members 
Mstep: Class 7 contains 157394 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 107842 members 
Mstep: Class 10 contains 170789 members 
Mstep: Class 11 contains 6521 members 
Mstep: Class 12 contains 157735 members 
Mstep: Class 13 contains 185443 members 
Mstep: Class 14 contains 194726 members 
Mstep: Class 15 contains 118500 members 
Mstep: Class 16 contains 163359 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 18 contains 78706 members 
Mstep: Class 19 contains 14334 members 
Mstep: Class 20 contains 1268 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 17545 members 
Mstep: Class 24 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709872.000000 Penalty: 85071.390625
Iteration 286Q: 25 clusters Score -1.947099e+08 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115134 members 
Mstep: Class 2 contains 5006 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 5596 members 
Mstep: Class 6 contains 101167 members 
Mstep: Class 7 contains 157835 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 108138 members 
Mstep: Class 10 contains 170832 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 158337 members 
Mstep: Class 13 contains 185651 members 
Mstep: Class 14 contains 194746 members 
Mstep: Class 15 contains 116534 members 
Mstep: Class 16 contains 162887 members 
Mstep: Class 17 contains 768 members 
Mstep: Class 18 contains 78700 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 1267 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 17698 members 
Mstep: Class 24 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710416.000000 Penalty: 85071.390625
Iteration 287Q: 25 clusters Score -1.947104e+08 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 6 contains 101365 members 
Mstep: Class 7 contains 158143 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 108469 members 
Mstep: Class 10 contains 170747 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 158911 members 
Mstep: Class 13 contains 185941 members 
Mstep: Class 14 contains 194836 members 
Mstep: Class 15 contains 114635 members 
Mstep: Class 16 contains 162436 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78668 members 
Mstep: Class 19 contains 14320 members 
Mstep: Class 20 contains 1266 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710192.000000 Penalty: 85071.390625
Iteration 288Q: 25 clusters Score -1.947102e+08 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 116452 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 5598 members 
Mstep: Class 6 contains 101540 members 
Mstep: Class 7 contains 158461 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 108825 members 
Mstep: Class 10 contains 170624 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 159424 members 
Mstep: Class 13 contains 186142 members 
Mstep: Class 14 contains 194988 members 
Mstep: Class 15 contains 112754 members 
Mstep: Class 16 contains 162043 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78659 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18009 members 
Mstep: Class 24 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711120.000000 Penalty: 85071.390625
Iteration 289Q: 25 clusters Score -1.947111e+08 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117069 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 101722 members 
Mstep: Class 7 contains 158729 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 109161 members 
Mstep: Class 10 contains 170411 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 159934 members 
Mstep: Class 13 contains 186309 members 
Mstep: Class 14 contains 195105 members 
Mstep: Class 15 contains 111016 members 
Mstep: Class 16 contains 161791 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78629 members 
Mstep: Class 19 contains 14298 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18173 members 
Mstep: Class 24 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711680.000000 Penalty: 85071.390625
Iteration 290Q: 25 clusters Score -1.947117e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 5602 members 
Mstep: Class 6 contains 101883 members 
Mstep: Class 7 contains 158843 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 109482 members 
Mstep: Class 10 contains 170248 members 
Mstep: Class 11 contains 6494 members 
Mstep: Class 12 contains 160386 members 
Mstep: Class 13 contains 186403 members 
Mstep: Class 14 contains 195309 members 
Mstep: Class 15 contains 109509 members 
Mstep: Class 16 contains 161535 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78610 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18291 members 
Mstep: Class 24 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712000.000000 Penalty: 85071.390625
Iteration 291Q: 25 clusters Score -1.94712e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118295 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 102050 members 
Mstep: Class 7 contains 158875 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 109783 members 
Mstep: Class 10 contains 170076 members 
Mstep: Class 11 contains 6497 members 
Mstep: Class 12 contains 160768 members 
Mstep: Class 13 contains 186470 members 
Mstep: Class 14 contains 195523 members 
Mstep: Class 15 contains 108061 members 
Mstep: Class 16 contains 161333 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78601 members 
Mstep: Class 19 contains 14251 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2692 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18438 members 
Mstep: Class 24 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712160.000000 Penalty: 85071.390625
Iteration 292Q: 25 clusters Score -1.947122e+08 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 118907 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 102187 members 
Mstep: Class 7 contains 158945 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 110033 members 
Mstep: Class 10 contains 169900 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 161151 members 
Mstep: Class 13 contains 186469 members 
Mstep: Class 14 contains 195690 members 
Mstep: Class 15 contains 106732 members 
Mstep: Class 16 contains 161174 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78601 members 
Mstep: Class 19 contains 14230 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2693 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18569 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711920.000000 Penalty: 85071.390625
Iteration 293Q: 25 clusters Score -1.947119e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 119572 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 102309 members 
Mstep: Class 7 contains 158960 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 110276 members 
Mstep: Class 10 contains 169642 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 161511 members 
Mstep: Class 13 contains 186432 members 
Mstep: Class 14 contains 195885 members 
Mstep: Class 15 contains 105461 members 
Mstep: Class 16 contains 161081 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78586 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18696 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712320.000000 Penalty: 85071.390625
Iteration 294Q: 25 clusters Score -1.947123e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120235 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 102416 members 
Mstep: Class 7 contains 158969 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 110517 members 
Mstep: Class 10 contains 169405 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 161837 members 
Mstep: Class 13 contains 186336 members 
Mstep: Class 14 contains 196030 members 
Mstep: Class 15 contains 104301 members 
Mstep: Class 16 contains 161038 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78573 members 
Mstep: Class 19 contains 14210 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18799 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713328.000000 Penalty: 85071.390625
Iteration 295Q: 25 clusters Score -1.947133e+08 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 1320 members 
Mstep: Class 5 contains 5608 members 
Mstep: Class 6 contains 102487 members 
Mstep: Class 7 contains 158965 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 110721 members 
Mstep: Class 10 contains 169207 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 162150 members 
Mstep: Class 13 contains 186183 members 
Mstep: Class 14 contains 196183 members 
Mstep: Class 15 contains 103303 members 
Mstep: Class 16 contains 161048 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78561 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18888 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713472.000000 Penalty: 85071.390625
Iteration 296Q: 25 clusters Score -1.947135e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 102527 members 
Mstep: Class 7 contains 158897 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 110954 members 
Mstep: Class 10 contains 168975 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 162446 members 
Mstep: Class 13 contains 186043 members 
Mstep: Class 14 contains 196312 members 
Mstep: Class 15 contains 102423 members 
Mstep: Class 16 contains 161072 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78549 members 
Mstep: Class 19 contains 14176 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 18971 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713200.000000 Penalty: 85071.390625
Iteration 297Q: 25 clusters Score -1.947132e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122028 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 5611 members 
Mstep: Class 6 contains 102533 members 
Mstep: Class 7 contains 158820 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111140 members 
Mstep: Class 10 contains 168860 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 162616 members 
Mstep: Class 13 contains 185860 members 
Mstep: Class 14 contains 196411 members 
Mstep: Class 15 contains 101609 members 
Mstep: Class 16 contains 161164 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78537 members 
Mstep: Class 19 contains 14173 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19026 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713360.000000 Penalty: 85071.390625
Iteration 298Q: 25 clusters Score -1.947134e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 4147 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 102567 members 
Mstep: Class 7 contains 158694 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111335 members 
Mstep: Class 10 contains 168703 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 162788 members 
Mstep: Class 13 contains 185669 members 
Mstep: Class 14 contains 196427 members 
Mstep: Class 15 contains 100855 members 
Mstep: Class 16 contains 161295 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78520 members 
Mstep: Class 19 contains 14164 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19071 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713472.000000 Penalty: 85071.390625
Iteration 299Q: 25 clusters Score -1.947135e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 123348 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 5615 members 
Mstep: Class 6 contains 102572 members 
Mstep: Class 7 contains 158564 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111468 members 
Mstep: Class 10 contains 168503 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 162943 members 
Mstep: Class 13 contains 185466 members 
Mstep: Class 14 contains 196474 members 
Mstep: Class 15 contains 100203 members 
Mstep: Class 16 contains 161448 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78508 members 
Mstep: Class 19 contains 14161 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19131 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713056.000000 Penalty: 85071.390625
Iteration 300F: 25 clusters Score -1.947131e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124000 members 
Mstep: Class 2 contains 4138 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 1323 members 
Mstep: Class 5 contains 5616 members 
Mstep: Class 6 contains 102581 members 
Mstep: Class 7 contains 158417 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111605 members 
Mstep: Class 10 contains 168368 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 163050 members 
Mstep: Class 13 contains 185235 members 
Mstep: Class 14 contains 196464 members 
Mstep: Class 15 contains 99609 members 
Mstep: Class 16 contains 161653 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78483 members 
Mstep: Class 19 contains 14152 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19174 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713328.000000 Penalty: 85071.390625
Iteration 301Q: 25 clusters Score -1.947133e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 124638 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 5617 members 
Mstep: Class 6 contains 102572 members 
Mstep: Class 7 contains 158282 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111747 members 
Mstep: Class 10 contains 168261 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 163119 members 
Mstep: Class 13 contains 185000 members 
Mstep: Class 14 contains 196471 members 
Mstep: Class 15 contains 99040 members 
Mstep: Class 16 contains 161846 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78469 members 
Mstep: Class 19 contains 14140 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19189 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713536.000000 Penalty: 85071.390625
Iteration 302Q: 25 clusters Score -1.947135e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 102574 members 
Mstep: Class 7 contains 158127 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111868 members 
Mstep: Class 10 contains 168129 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 163158 members 
Mstep: Class 13 contains 184757 members 
Mstep: Class 14 contains 196396 members 
Mstep: Class 15 contains 98579 members 
Mstep: Class 16 contains 162117 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78460 members 
Mstep: Class 19 contains 14137 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19196 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713632.000000 Penalty: 85071.390625
Iteration 303Q: 25 clusters Score -1.947136e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 4180 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 102555 members 
Mstep: Class 7 contains 157993 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 111969 members 
Mstep: Class 10 contains 167983 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 163199 members 
Mstep: Class 13 contains 184518 members 
Mstep: Class 14 contains 196329 members 
Mstep: Class 15 contains 98131 members 
Mstep: Class 16 contains 162382 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78446 members 
Mstep: Class 19 contains 14125 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19217 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713648.000000 Penalty: 85071.390625
Iteration 304Q: 25 clusters Score -1.947136e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 126499 members 
Mstep: Class 2 contains 4210 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 5623 members 
Mstep: Class 6 contains 102522 members 
Mstep: Class 7 contains 157858 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112042 members 
Mstep: Class 10 contains 167847 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 163249 members 
Mstep: Class 13 contains 184257 members 
Mstep: Class 14 contains 196270 members 
Mstep: Class 15 contains 97701 members 
Mstep: Class 16 contains 162668 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78439 members 
Mstep: Class 19 contains 14124 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19220 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713872.000000 Penalty: 85071.390625
Iteration 305Q: 25 clusters Score -1.947139e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 127027 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1324 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 102486 members 
Mstep: Class 7 contains 157716 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112135 members 
Mstep: Class 10 contains 167691 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 163316 members 
Mstep: Class 13 contains 184005 members 
Mstep: Class 14 contains 196220 members 
Mstep: Class 15 contains 97358 members 
Mstep: Class 16 contains 162952 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78425 members 
Mstep: Class 19 contains 14126 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2705 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19207 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714272.000000 Penalty: 85071.390625
Iteration 306Q: 25 clusters Score -1.947143e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 1326 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 102436 members 
Mstep: Class 7 contains 157575 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112227 members 
Mstep: Class 10 contains 167566 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 163340 members 
Mstep: Class 13 contains 183784 members 
Mstep: Class 14 contains 196149 members 
Mstep: Class 15 contains 97046 members 
Mstep: Class 16 contains 163230 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78393 members 
Mstep: Class 19 contains 14130 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19209 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715088.000000 Penalty: 85071.390625
Iteration 307Q: 25 clusters Score -1.947151e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128044 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 102395 members 
Mstep: Class 7 contains 157435 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112325 members 
Mstep: Class 10 contains 167453 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 163347 members 
Mstep: Class 13 contains 183552 members 
Mstep: Class 14 contains 196081 members 
Mstep: Class 15 contains 96750 members 
Mstep: Class 16 contains 163518 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78371 members 
Mstep: Class 19 contains 14124 members 
Mstep: Class 20 contains 1259 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19198 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715008.000000 Penalty: 85071.390625
Iteration 308Q: 25 clusters Score -1.94715e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 4356 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 102367 members 
Mstep: Class 7 contains 157311 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112417 members 
Mstep: Class 10 contains 167331 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 163346 members 
Mstep: Class 13 contains 183320 members 
Mstep: Class 14 contains 196061 members 
Mstep: Class 15 contains 96455 members 
Mstep: Class 16 contains 163779 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78360 members 
Mstep: Class 19 contains 14122 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19188 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714976.000000 Penalty: 85071.390625
Iteration 309Q: 25 clusters Score -1.94715e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 4398 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 102333 members 
Mstep: Class 7 contains 157192 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112481 members 
Mstep: Class 10 contains 167210 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 163372 members 
Mstep: Class 13 contains 183089 members 
Mstep: Class 14 contains 196058 members 
Mstep: Class 15 contains 96177 members 
Mstep: Class 16 contains 164030 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78343 members 
Mstep: Class 19 contains 14113 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19171 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715552.000000 Penalty: 85071.390625
Iteration 310Q: 25 clusters Score -1.947156e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 102302 members 
Mstep: Class 7 contains 157095 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112558 members 
Mstep: Class 10 contains 167123 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 163367 members 
Mstep: Class 13 contains 182815 members 
Mstep: Class 14 contains 196054 members 
Mstep: Class 15 contains 95941 members 
Mstep: Class 16 contains 164286 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78323 members 
Mstep: Class 19 contains 14112 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19154 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715712.000000 Penalty: 85071.390625
Iteration 311Q: 25 clusters Score -1.947157e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 129701 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5626 members 
Mstep: Class 6 contains 102270 members 
Mstep: Class 7 contains 157021 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112624 members 
Mstep: Class 10 contains 167039 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 163344 members 
Mstep: Class 13 contains 182558 members 
Mstep: Class 14 contains 196061 members 
Mstep: Class 15 contains 95728 members 
Mstep: Class 16 contains 164523 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78301 members 
Mstep: Class 19 contains 14109 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2699 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19147 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715456.000000 Penalty: 85071.390625
Iteration 312Q: 25 clusters Score -1.947155e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130004 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 102217 members 
Mstep: Class 7 contains 156962 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112706 members 
Mstep: Class 10 contains 166987 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 163336 members 
Mstep: Class 13 contains 182337 members 
Mstep: Class 14 contains 196043 members 
Mstep: Class 15 contains 95518 members 
Mstep: Class 16 contains 164766 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78269 members 
Mstep: Class 19 contains 14098 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19137 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715504.000000 Penalty: 85071.390625
Iteration 313Q: 25 clusters Score -1.947155e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 102176 members 
Mstep: Class 7 contains 156887 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112792 members 
Mstep: Class 10 contains 166895 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 163312 members 
Mstep: Class 13 contains 182152 members 
Mstep: Class 14 contains 196050 members 
Mstep: Class 15 contains 95329 members 
Mstep: Class 16 contains 164989 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78251 members 
Mstep: Class 19 contains 14083 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19126 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715872.000000 Penalty: 85071.390625
Iteration 314Q: 25 clusters Score -1.947159e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130607 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 102147 members 
Mstep: Class 7 contains 156783 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112880 members 
Mstep: Class 10 contains 166838 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 163276 members 
Mstep: Class 13 contains 182002 members 
Mstep: Class 14 contains 196027 members 
Mstep: Class 15 contains 95167 members 
Mstep: Class 16 contains 165182 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78223 members 
Mstep: Class 19 contains 14074 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19096 members 
Mstep: Class 24 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715968.000000 Penalty: 85071.390625
Iteration 315Q: 25 clusters Score -1.94716e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 130926 members 
Mstep: Class 2 contains 4644 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 102101 members 
Mstep: Class 7 contains 156705 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 112983 members 
Mstep: Class 10 contains 166746 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 163252 members 
Mstep: Class 13 contains 181848 members 
Mstep: Class 14 contains 195969 members 
Mstep: Class 15 contains 95002 members 
Mstep: Class 16 contains 165389 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78208 members 
Mstep: Class 19 contains 14061 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19064 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716320.000000 Penalty: 85071.390625
Iteration 316Q: 25 clusters Score -1.947163e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 131241 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 102029 members 
Mstep: Class 7 contains 156635 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113073 members 
Mstep: Class 10 contains 166672 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 163216 members 
Mstep: Class 13 contains 181697 members 
Mstep: Class 14 contains 195913 members 
Mstep: Class 15 contains 94855 members 
Mstep: Class 16 contains 165591 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78194 members 
Mstep: Class 19 contains 14053 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19034 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716064.000000 Penalty: 85071.390625
Iteration 317Q: 25 clusters Score -1.947161e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101961 members 
Mstep: Class 7 contains 156580 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113154 members 
Mstep: Class 10 contains 166594 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 12 contains 163208 members 
Mstep: Class 13 contains 181542 members 
Mstep: Class 14 contains 195836 members 
Mstep: Class 15 contains 94692 members 
Mstep: Class 16 contains 165797 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78178 members 
Mstep: Class 19 contains 14043 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 19014 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716288.000000 Penalty: 85071.390625
Iteration 318Q: 25 clusters Score -1.947163e+08 nChanged 1728
Entering ConstructFrom: 
Score: -194716288.000000 Penalty: 85071.390625
Entering ConstructFrom: 
Trying to split cluster 1 (131877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Entering Unmasked Estep 
Score: -16438410.000000 Penalty: 2923.827148
	Iteration 0F: 2 clusters Score -1.643841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -16350579.000000 Penalty: 5847.654297
	Iteration 0F: 3 clusters Score -1.635058e+07 nChanged 62837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 63627 members 
Entering Unmasked Estep 
Score: -16386211.000000 Penalty: 5847.654297
	Iteration 1F: 3 clusters Score -1.638621e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -16387018.000000 Penalty: 5847.654297
	Iteration 2Q: 3 clusters Score -1.638702e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -16388131.000000 Penalty: 5847.654297
	Iteration 3Q: 3 clusters Score -1.638813e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -16389687.000000 Penalty: 5847.654297
	Iteration 4Q: 3 clusters Score -1.638969e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -16392346.000000 Penalty: 5847.654297
	Iteration 5Q: 3 clusters Score -1.639235e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -16397367.000000 Penalty: 5847.654297
	Iteration 6F: 3 clusters Score -1.639737e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -16405194.000000 Penalty: 5847.654297
	Iteration 7F: 3 clusters Score -1.640519e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -16415140.000000 Penalty: 5847.654297
	Iteration 8F: 3 clusters Score -1.641514e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -16424724.000000 Penalty: 5847.654297
	Iteration 9F: 3 clusters Score -1.642472e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -16430997.000000 Penalty: 5847.654297
	Iteration 10F: 3 clusters Score -1.6431e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129518 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -16433975.000000 Penalty: 5847.654297
	Iteration 11Q: 3 clusters Score -1.643398e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130800 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -16435060.000000 Penalty: 5847.654297
	Iteration 12Q: 3 clusters Score -1.643506e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16435437.000000 Penalty: 5847.654297
	Iteration 13Q: 3 clusters Score -1.643544e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131422 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16435638.000000 Penalty: 5847.654297
	Iteration 14Q: 3 clusters Score -1.643564e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -16435730.000000 Penalty: 5847.654297
	Iteration 15Q: 3 clusters Score -1.643573e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131535 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -16435793.000000 Penalty: 5847.654297
	Iteration 16Q: 3 clusters Score -1.643579e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16435827.000000 Penalty: 5847.654297
	Iteration 17Q: 3 clusters Score -1.643583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -16435830.000000 Penalty: 5847.654297
	Iteration 18Q: 3 clusters Score -1.643583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16435850.000000 Penalty: 5847.654297
	Iteration 19Q: 3 clusters Score -1.643585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -16435858.000000 Penalty: 5847.654297
	Iteration 20F: 3 clusters Score -1.643586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -578152.062500 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -578152.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -573760.312500 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -573760.3 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -574755.500000 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -574755.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -574948.937500 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -574948.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -575070.437500 Penalty: 4202.624023
	Iteration 3Q: 3 clusters Score -575070.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -575153.125000 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -575153.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -575216.625000 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -575216.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -575274.812500 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -575274.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -575325.750000 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -575325.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -575368.812500 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -575368.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -575407.250000 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -575407.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -575442.500000 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -575442.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -575481.062500 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -575481.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -575521.375000 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -575521.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -575560.125000 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -575560.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -575600.812500 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -575600.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -575643.437500 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -575643.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -575688.750000 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -575688.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -575737.125000 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -575737.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -575783.875000 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -575783.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -575831.125000 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -575831.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -575879.875000 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -575879.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -575916.500000 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -575916.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -575952.500000 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -575952.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -575981.000000 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -575981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -576016.000000 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -576016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -576055.937500 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -576055.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -576089.437500 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -576089.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -576122.125000 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -576122.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -576151.375000 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -576151.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -576174.875000 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -576174.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -576189.375000 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -576189.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -576199.750000 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -576199.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -576212.187500 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -576212.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -576224.125000 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -576224.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -576227.687500 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -576227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -576232.812500 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -576232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -576240.562500 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -576240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -576246.000000 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -576246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -576249.062500 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -576249.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -576253.312500 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -576253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -576257.687500 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -576257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -576261.312500 Penalty: 4202.624023
	Iteration 41Q: 3 clusters Score -576261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -576266.062500 Penalty: 4202.624023
	Iteration 42Q: 3 clusters Score -576266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -576271.500000 Penalty: 4202.624023
	Iteration 43Q: 3 clusters Score -576271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -576274.625000 Penalty: 4202.624023
	Iteration 44Q: 3 clusters Score -576274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -576279.812500 Penalty: 4202.624023
	Iteration 45Q: 3 clusters Score -576279.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -576283.625000 Penalty: 4202.624023
	Iteration 46Q: 3 clusters Score -576283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -576288.125000 Penalty: 4202.624023
	Iteration 47Q: 3 clusters Score -576288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -576289.750000 Penalty: 4202.624023
	Iteration 48Q: 3 clusters Score -576289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -576290.750000 Penalty: 4202.624023
	Iteration 49Q: 3 clusters Score -576290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -576290.750000 Penalty: 4202.624023
	Iteration 50Q: 3 clusters Score -576290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -576290.187500 Penalty: 4202.624023
	Iteration 51Q: 3 clusters Score -576290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -576291.875000 Penalty: 4202.624023
	Iteration 52Q: 3 clusters Score -576291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -576291.875000 Penalty: 4202.624023
	Iteration 53F: 3 clusters Score -576291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Entering Unmasked Estep 
Score: -538969.187500 Penalty: 2083.697754
	Iteration 0F: 2 clusters Score -538969.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -534798.812500 Penalty: 4167.395508
	Iteration 0F: 3 clusters Score -534798.8 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -535774.125000 Penalty: 4167.395508
	Iteration 1F: 3 clusters Score -535774.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -535946.125000 Penalty: 4167.395508
	Iteration 2F: 3 clusters Score -535946.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -536049.437500 Penalty: 4167.395508
	Iteration 3Q: 3 clusters Score -536049.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -536128.062500 Penalty: 4167.395508
	Iteration 4Q: 3 clusters Score -536128.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -536199.875000 Penalty: 4167.395508
	Iteration 5Q: 3 clusters Score -536199.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -536260.375000 Penalty: 4167.395508
	Iteration 6Q: 3 clusters Score -536260.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -536316.187500 Penalty: 4167.395508
	Iteration 7Q: 3 clusters Score -536316.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -536366.500000 Penalty: 4167.395508
	Iteration 8Q: 3 clusters Score -536366.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -536419.000000 Penalty: 4167.395508
	Iteration 9Q: 3 clusters Score -536419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -536469.437500 Penalty: 4167.395508
	Iteration 10Q: 3 clusters Score -536469.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -536532.625000 Penalty: 4167.395508
	Iteration 11Q: 3 clusters Score -536532.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -536612.375000 Penalty: 4167.395508
	Iteration 12Q: 3 clusters Score -536612.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -536712.500000 Penalty: 4167.395508
	Iteration 13Q: 3 clusters Score -536712.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -536806.000000 Penalty: 4167.395508
	Iteration 14Q: 3 clusters Score -536806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -536908.062500 Penalty: 4167.395508
	Iteration 15Q: 3 clusters Score -536908.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -536998.437500 Penalty: 4167.395508
	Iteration 16Q: 3 clusters Score -536998.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -537097.312500 Penalty: 4167.395508
	Iteration 17Q: 3 clusters Score -537097.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -537190.500000 Penalty: 4167.395508
	Iteration 18Q: 3 clusters Score -537190.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -537253.187500 Penalty: 4167.395508
	Iteration 19Q: 3 clusters Score -537253.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -537311.000000 Penalty: 4167.395508
	Iteration 20F: 3 clusters Score -537311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -537347.187500 Penalty: 4167.395508
	Iteration 21Q: 3 clusters Score -537347.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -537367.687500 Penalty: 4167.395508
	Iteration 22Q: 3 clusters Score -537367.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -537384.562500 Penalty: 4167.395508
	Iteration 23Q: 3 clusters Score -537384.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -537394.375000 Penalty: 4167.395508
	Iteration 24Q: 3 clusters Score -537394.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -537401.375000 Penalty: 4167.395508
	Iteration 25Q: 3 clusters Score -537401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -537405.062500 Penalty: 4167.395508
	Iteration 26Q: 3 clusters Score -537405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -537409.000000 Penalty: 4167.395508
	Iteration 27Q: 3 clusters Score -537409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -537413.375000 Penalty: 4167.395508
	Iteration 28Q: 3 clusters Score -537413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -537418.625000 Penalty: 4167.395508
	Iteration 29Q: 3 clusters Score -537418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -537422.625000 Penalty: 4167.395508
	Iteration 30Q: 3 clusters Score -537422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -537426.312500 Penalty: 4167.395508
	Iteration 31Q: 3 clusters Score -537426.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -537430.062500 Penalty: 4167.395508
	Iteration 32Q: 3 clusters Score -537430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -537431.500000 Penalty: 4167.395508
	Iteration 33Q: 3 clusters Score -537431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -537431.500000 Penalty: 4167.395508
	Iteration 34F: 3 clusters Score -537431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Entering Unmasked Estep 
Score: -158999.937500 Penalty: 1783.474365
	Iteration 0F: 2 clusters Score -158999.9 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 636 members 
Entering Unmasked Estep 
Score: -156836.968750 Penalty: 3566.948730
	Iteration 0F: 3 clusters Score -156837 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157169.125000 Penalty: 3566.948730
	Iteration 1F: 3 clusters Score -157169.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -157254.921875 Penalty: 3566.948730
	Iteration 2F: 3 clusters Score -157254.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157286.500000 Penalty: 3566.948730
	Iteration 3Q: 3 clusters Score -157286.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157310.171875 Penalty: 3566.948730
	Iteration 4Q: 3 clusters Score -157310.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157325.812500 Penalty: 3566.948730
	Iteration 5Q: 3 clusters Score -157325.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -157337.531250 Penalty: 3566.948730
	Iteration 6Q: 3 clusters Score -157337.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -157344.093750 Penalty: 3566.948730
	Iteration 7Q: 3 clusters Score -157344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157345.453125 Penalty: 3566.948730
	Iteration 8Q: 3 clusters Score -157345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157347.375000 Penalty: 3566.948730
	Iteration 9Q: 3 clusters Score -157347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157348.765625 Penalty: 3566.948730
	Iteration 10Q: 3 clusters Score -157348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -157349.875000 Penalty: 3566.948730
	Iteration 11Q: 3 clusters Score -157349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -157351.062500 Penalty: 3566.948730
	Iteration 12Q: 3 clusters Score -157351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157352.218750 Penalty: 3566.948730
	Iteration 13Q: 3 clusters Score -157352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157352.218750 Penalty: 3566.948730
	Iteration 14F: 3 clusters Score -157352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -652217.562500 Penalty: 2141.562256
	Iteration 0F: 2 clusters Score -652217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -647287.250000 Penalty: 4283.124512
	Iteration 0F: 3 clusters Score -647287.2 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -648539.562500 Penalty: 4283.124512
	Iteration 1F: 3 clusters Score -648539.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -648833.125000 Penalty: 4283.124512
	Iteration 2F: 3 clusters Score -648833.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -649104.000000 Penalty: 4283.124512
	Iteration 3F: 3 clusters Score -649104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -649352.250000 Penalty: 4283.124512
	Iteration 4F: 3 clusters Score -649352.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -649591.375000 Penalty: 4283.124512
	Iteration 5F: 3 clusters Score -649591.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -649810.375000 Penalty: 4283.124512
	Iteration 6F: 3 clusters Score -649810.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -650014.187500 Penalty: 4283.124512
	Iteration 7Q: 3 clusters Score -650014.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -650189.562500 Penalty: 4283.124512
	Iteration 8Q: 3 clusters Score -650189.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -650350.687500 Penalty: 4283.124512
	Iteration 9Q: 3 clusters Score -650350.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -650475.562500 Penalty: 4283.124512
	Iteration 10Q: 3 clusters Score -650475.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -650547.687500 Penalty: 4283.124512
	Iteration 11Q: 3 clusters Score -650547.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -650591.375000 Penalty: 4283.124512
	Iteration 12Q: 3 clusters Score -650591.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -650623.000000 Penalty: 4283.124512
	Iteration 13Q: 3 clusters Score -650623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -650656.000000 Penalty: 4283.124512
	Iteration 14Q: 3 clusters Score -650656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -650672.125000 Penalty: 4283.124512
	Iteration 15Q: 3 clusters Score -650672.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -650682.312500 Penalty: 4283.124512
	Iteration 16Q: 3 clusters Score -650682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -650694.375000 Penalty: 4283.124512
	Iteration 17Q: 3 clusters Score -650694.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -650703.125000 Penalty: 4283.124512
	Iteration 18Q: 3 clusters Score -650703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -650712.750000 Penalty: 4283.124512
	Iteration 19Q: 3 clusters Score -650712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -650723.375000 Penalty: 4283.124512
	Iteration 20F: 3 clusters Score -650723.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -650738.687500 Penalty: 4283.124512
	Iteration 21Q: 3 clusters Score -650738.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -650749.937500 Penalty: 4283.124512
	Iteration 22Q: 3 clusters Score -650749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -650754.562500 Penalty: 4283.124512
	Iteration 23Q: 3 clusters Score -650754.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -650766.500000 Penalty: 4283.124512
	Iteration 24Q: 3 clusters Score -650766.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -650777.000000 Penalty: 4283.124512
	Iteration 25Q: 3 clusters Score -650777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -650783.562500 Penalty: 4283.124512
	Iteration 26Q: 3 clusters Score -650783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -650789.937500 Penalty: 4283.124512
	Iteration 27Q: 3 clusters Score -650789.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -650800.562500 Penalty: 4283.124512
	Iteration 28Q: 3 clusters Score -650800.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -650816.875000 Penalty: 4283.124512
	Iteration 29Q: 3 clusters Score -650816.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -650826.937500 Penalty: 4283.124512
	Iteration 30Q: 3 clusters Score -650826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -650835.812500 Penalty: 4283.124512
	Iteration 31Q: 3 clusters Score -650835.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -650841.687500 Penalty: 4283.124512
	Iteration 32Q: 3 clusters Score -650841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -650846.500000 Penalty: 4283.124512
	Iteration 33Q: 3 clusters Score -650846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -650848.437500 Penalty: 4283.124512
	Iteration 34Q: 3 clusters Score -650848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -650852.187500 Penalty: 4283.124512
	Iteration 35Q: 3 clusters Score -650852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -650859.000000 Penalty: 4283.124512
	Iteration 36Q: 3 clusters Score -650859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -650863.187500 Penalty: 4283.124512
	Iteration 37Q: 3 clusters Score -650863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -650865.812500 Penalty: 4283.124512
	Iteration 38Q: 3 clusters Score -650865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -650869.437500 Penalty: 4283.124512
	Iteration 39Q: 3 clusters Score -650869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -650870.562500 Penalty: 4283.124512
	Iteration 40F: 3 clusters Score -650870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -650873.562500 Penalty: 4283.124512
	Iteration 41Q: 3 clusters Score -650873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -650876.375000 Penalty: 4283.124512
	Iteration 42Q: 3 clusters Score -650876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -650878.750000 Penalty: 4283.124512
	Iteration 43Q: 3 clusters Score -650878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -650881.125000 Penalty: 4283.124512
	Iteration 44Q: 3 clusters Score -650881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -650884.562500 Penalty: 4283.124512
	Iteration 45Q: 3 clusters Score -650884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -650888.562500 Penalty: 4283.124512
	Iteration 46Q: 3 clusters Score -650888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -650888.562500 Penalty: 4283.124512
	Iteration 47Q: 3 clusters Score -650888.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -650888.500000 Penalty: 4283.124512
	Iteration 48Q: 3 clusters Score -650888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -650888.500000 Penalty: 4283.124512
	Iteration 49F: 3 clusters Score -650888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Entering Unmasked Estep 
Score: -12663467.000000 Penalty: 2859.887939
	Iteration 0F: 2 clusters Score -1.266347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -12595621.000000 Penalty: 5719.775879
	Iteration 0F: 3 clusters Score -1.259562e+07 nChanged 48134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -12623690.000000 Penalty: 5719.775879
	Iteration 1F: 3 clusters Score -1.262369e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -12625229.000000 Penalty: 5719.775879
	Iteration 2Q: 3 clusters Score -1.262523e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -12627156.000000 Penalty: 5719.775879
	Iteration 3Q: 3 clusters Score -1.262716e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -12629328.000000 Penalty: 5719.775879
	Iteration 4Q: 3 clusters Score -1.262933e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -12632010.000000 Penalty: 5719.775879
	Iteration 5F: 3 clusters Score -1.263201e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -12635199.000000 Penalty: 5719.775879
	Iteration 6F: 3 clusters Score -1.26352e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -12639018.000000 Penalty: 5719.775879
	Iteration 7F: 3 clusters Score -1.263902e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -12642865.000000 Penalty: 5719.775879
	Iteration 8F: 3 clusters Score -1.264286e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -12645735.000000 Penalty: 5719.775879
	Iteration 9F: 3 clusters Score -1.264574e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -12647204.000000 Penalty: 5719.775879
	Iteration 10Q: 3 clusters Score -1.26472e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -12647873.000000 Penalty: 5719.775879
	Iteration 11Q: 3 clusters Score -1.264787e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -12648210.000000 Penalty: 5719.775879
	Iteration 12Q: 3 clusters Score -1.264821e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -12648523.000000 Penalty: 5719.775879
	Iteration 13Q: 3 clusters Score -1.264852e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -12648898.000000 Penalty: 5719.775879
	Iteration 14Q: 3 clusters Score -1.26489e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -12649160.000000 Penalty: 5719.775879
	Iteration 15Q: 3 clusters Score -1.264916e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -12649516.000000 Penalty: 5719.775879
	Iteration 16Q: 3 clusters Score -1.264952e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -12649822.000000 Penalty: 5719.775879
	Iteration 17Q: 3 clusters Score -1.264982e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -12650146.000000 Penalty: 5719.775879
	Iteration 18Q: 3 clusters Score -1.265015e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -12650380.000000 Penalty: 5719.775879
	Iteration 19Q: 3 clusters Score -1.265038e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -12650586.000000 Penalty: 5719.775879
	Iteration 20F: 3 clusters Score -1.265059e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -12650792.000000 Penalty: 5719.775879
	Iteration 21Q: 3 clusters Score -1.265079e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -12650938.000000 Penalty: 5719.775879
	Iteration 22Q: 3 clusters Score -1.265094e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -12651098.000000 Penalty: 5719.775879
	Iteration 23Q: 3 clusters Score -1.26511e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -12651259.000000 Penalty: 5719.775879
	Iteration 24Q: 3 clusters Score -1.265126e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -12651347.000000 Penalty: 5719.775879
	Iteration 25Q: 3 clusters Score -1.265135e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -12651490.000000 Penalty: 5719.775879
	Iteration 26Q: 3 clusters Score -1.265149e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -12651583.000000 Penalty: 5719.775879
	Iteration 27Q: 3 clusters Score -1.265158e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -12651689.000000 Penalty: 5719.775879
	Iteration 28Q: 3 clusters Score -1.265169e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -12651774.000000 Penalty: 5719.775879
	Iteration 29Q: 3 clusters Score -1.265177e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -12651895.000000 Penalty: 5719.775879
	Iteration 30Q: 3 clusters Score -1.26519e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -12651994.000000 Penalty: 5719.775879
	Iteration 31Q: 3 clusters Score -1.265199e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -12652224.000000 Penalty: 5719.775879
	Iteration 32Q: 3 clusters Score -1.265222e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -12652368.000000 Penalty: 5719.775879
	Iteration 33Q: 3 clusters Score -1.265237e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -12652541.000000 Penalty: 5719.775879
	Iteration 34Q: 3 clusters Score -1.265254e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -12652674.000000 Penalty: 5719.775879
	Iteration 35Q: 3 clusters Score -1.265267e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -12652886.000000 Penalty: 5719.775879
	Iteration 36Q: 3 clusters Score -1.265289e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -12653076.000000 Penalty: 5719.775879
	Iteration 37Q: 3 clusters Score -1.265308e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -12653212.000000 Penalty: 5719.775879
	Iteration 38Q: 3 clusters Score -1.265321e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -12653433.000000 Penalty: 5719.775879
	Iteration 39Q: 3 clusters Score -1.265343e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -12653680.000000 Penalty: 5719.775879
	Iteration 40F: 3 clusters Score -1.265368e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -12653936.000000 Penalty: 5719.775879
	Iteration 41Q: 3 clusters Score -1.265394e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -12654159.000000 Penalty: 5719.775879
	Iteration 42Q: 3 clusters Score -1.265416e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -12654421.000000 Penalty: 5719.775879
	Iteration 43Q: 3 clusters Score -1.265442e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -12654712.000000 Penalty: 5719.775879
	Iteration 44Q: 3 clusters Score -1.265471e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -12655074.000000 Penalty: 5719.775879
	Iteration 45Q: 3 clusters Score -1.265507e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -12655343.000000 Penalty: 5719.775879
	Iteration 46Q: 3 clusters Score -1.265534e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -12655652.000000 Penalty: 5719.775879
	Iteration 47Q: 3 clusters Score -1.265565e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -12655967.000000 Penalty: 5719.775879
	Iteration 48Q: 3 clusters Score -1.265597e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 81891 members 
Entering Unmasked Estep 
Score: -12656257.000000 Penalty: 5719.775879
	Iteration 49Q: 3 clusters Score -1.265626e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 83066 members 
Entering Unmasked Estep 
Score: -12656683.000000 Penalty: 5719.775879
	Iteration 50Q: 3 clusters Score -1.265668e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -12657064.000000 Penalty: 5719.775879
	Iteration 51Q: 3 clusters Score -1.265706e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -12657480.000000 Penalty: 5719.775879
	Iteration 52Q: 3 clusters Score -1.265748e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -12657890.000000 Penalty: 5719.775879
	Iteration 53Q: 3 clusters Score -1.265789e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -12658160.000000 Penalty: 5719.775879
	Iteration 54Q: 3 clusters Score -1.265816e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -12658538.000000 Penalty: 5719.775879
	Iteration 55Q: 3 clusters Score -1.265854e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -12658922.000000 Penalty: 5719.775879
	Iteration 56Q: 3 clusters Score -1.265892e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -12659231.000000 Penalty: 5719.775879
	Iteration 57Q: 3 clusters Score -1.265923e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -12659450.000000 Penalty: 5719.775879
	Iteration 58Q: 3 clusters Score -1.265945e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -12659729.000000 Penalty: 5719.775879
	Iteration 59Q: 3 clusters Score -1.265973e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -12660028.000000 Penalty: 5719.775879
	Iteration 60F: 3 clusters Score -1.266003e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 94039 members 
Entering Unmasked Estep 
Score: -12660283.000000 Penalty: 5719.775879
	Iteration 61Q: 3 clusters Score -1.266028e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -12660522.000000 Penalty: 5719.775879
	Iteration 62Q: 3 clusters Score -1.266052e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -12660712.000000 Penalty: 5719.775879
	Iteration 63Q: 3 clusters Score -1.266071e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -12660828.000000 Penalty: 5719.775879
	Iteration 64Q: 3 clusters Score -1.266083e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 96193 members 
Entering Unmasked Estep 
Score: -12660927.000000 Penalty: 5719.775879
	Iteration 65Q: 3 clusters Score -1.266093e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -12661017.000000 Penalty: 5719.775879
	Iteration 66Q: 3 clusters Score -1.266102e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 96932 members 
Entering Unmasked Estep 
Score: -12661170.000000 Penalty: 5719.775879
	Iteration 67Q: 3 clusters Score -1.266117e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -12661283.000000 Penalty: 5719.775879
	Iteration 68Q: 3 clusters Score -1.266128e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -12661353.000000 Penalty: 5719.775879
	Iteration 69Q: 3 clusters Score -1.266135e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -12661426.000000 Penalty: 5719.775879
	Iteration 70Q: 3 clusters Score -1.266143e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -12661444.000000 Penalty: 5719.775879
	Iteration 71Q: 3 clusters Score -1.266144e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -12661460.000000 Penalty: 5719.775879
	Iteration 72Q: 3 clusters Score -1.266146e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -12661480.000000 Penalty: 5719.775879
	Iteration 73Q: 3 clusters Score -1.266148e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -12661513.000000 Penalty: 5719.775879
	Iteration 74Q: 3 clusters Score -1.266151e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -12661570.000000 Penalty: 5719.775879
	Iteration 75Q: 3 clusters Score -1.266157e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -12661610.000000 Penalty: 5719.775879
	Iteration 76Q: 3 clusters Score -1.266161e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -12661635.000000 Penalty: 5719.775879
	Iteration 77Q: 3 clusters Score -1.266164e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -12661635.000000 Penalty: 5719.775879
	Iteration 78Q: 3 clusters Score -1.266164e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -12661632.000000 Penalty: 5719.775879
	Iteration 79Q: 3 clusters Score -1.266163e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -12661638.000000 Penalty: 5719.775879
	Iteration 80F: 3 clusters Score -1.266164e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -12661633.000000 Penalty: 5719.775879
	Iteration 81Q: 3 clusters Score -1.266163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -12661661.000000 Penalty: 5719.775879
	Iteration 82Q: 3 clusters Score -1.266166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -12661662.000000 Penalty: 5719.775879
	Iteration 83Q: 3 clusters Score -1.266166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -12661662.000000 Penalty: 5719.775879
	Iteration 84Q: 3 clusters Score -1.266166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -12661646.000000 Penalty: 5719.775879
	Iteration 85Q: 3 clusters Score -1.266165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -12661633.000000 Penalty: 5719.775879
	Iteration 86Q: 3 clusters Score -1.266163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -12661650.000000 Penalty: 5719.775879
	Iteration 87Q: 3 clusters Score -1.266165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -12661658.000000 Penalty: 5719.775879
	Iteration 88Q: 3 clusters Score -1.266166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 99253 members 
Entering Unmasked Estep 
Score: -12661636.000000 Penalty: 5719.775879
	Iteration 89Q: 3 clusters Score -1.266164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -12661630.000000 Penalty: 5719.775879
	Iteration 90Q: 3 clusters Score -1.266163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -12661633.000000 Penalty: 5719.775879
	Iteration 91Q: 3 clusters Score -1.266163e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -12661663.000000 Penalty: 5719.775879
	Iteration 92Q: 3 clusters Score -1.266166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -12661650.000000 Penalty: 5719.775879
	Iteration 93Q: 3 clusters Score -1.266165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -12661669.000000 Penalty: 5719.775879
	Iteration 94Q: 3 clusters Score -1.266167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -12661666.000000 Penalty: 5719.775879
	Iteration 95Q: 3 clusters Score -1.266167e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 99388 members 
Entering Unmasked Estep 
Score: -12661674.000000 Penalty: 5719.775879
	Iteration 96Q: 3 clusters Score -1.266167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -12661684.000000 Penalty: 5719.775879
	Iteration 97Q: 3 clusters Score -1.266168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -12661698.000000 Penalty: 5719.775879
	Iteration 98Q: 3 clusters Score -1.26617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -12661704.000000 Penalty: 5719.775879
	Iteration 99Q: 3 clusters Score -1.26617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -12661714.000000 Penalty: 5719.775879
	Iteration 100F: 3 clusters Score -1.266171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -12661712.000000 Penalty: 5719.775879
	Iteration 101Q: 3 clusters Score -1.266171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -12661729.000000 Penalty: 5719.775879
	Iteration 102Q: 3 clusters Score -1.266173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 99457 members 
Entering Unmasked Estep 
Score: -12661718.000000 Penalty: 5719.775879
	Iteration 103Q: 3 clusters Score -1.266172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -12661711.000000 Penalty: 5719.775879
	Iteration 104Q: 3 clusters Score -1.266171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 99478 members 
Entering Unmasked Estep 
Score: -12661716.000000 Penalty: 5719.775879
	Iteration 105Q: 3 clusters Score -1.266172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -12661729.000000 Penalty: 5719.775879
	Iteration 106Q: 3 clusters Score -1.266173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -12661731.000000 Penalty: 5719.775879
	Iteration 107Q: 3 clusters Score -1.266173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 99501 members 
Entering Unmasked Estep 
Score: -12661728.000000 Penalty: 5719.775879
	Iteration 108Q: 3 clusters Score -1.266173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -12661729.000000 Penalty: 5719.775879
	Iteration 109Q: 3 clusters Score -1.266173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -12661725.000000 Penalty: 5719.775879
	Iteration 110Q: 3 clusters Score -1.266172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -12661720.000000 Penalty: 5719.775879
	Iteration 111Q: 3 clusters Score -1.266172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -12661719.000000 Penalty: 5719.775879
	Iteration 112Q: 3 clusters Score -1.266172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -12661730.000000 Penalty: 5719.775879
	Iteration 113Q: 3 clusters Score -1.266173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 99525 members 
Entering Unmasked Estep 
Score: -12661723.000000 Penalty: 5719.775879
	Iteration 114Q: 3 clusters Score -1.266172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -12661721.000000 Penalty: 5719.775879
	Iteration 115Q: 3 clusters Score -1.266172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 99526 members 
Entering Unmasked Estep 
Score: -12661721.000000 Penalty: 5719.775879
	Iteration 116F: 3 clusters Score -1.266172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (156522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Entering Unmasked Estep 
Score: -19309274.000000 Penalty: 2966.316162
	Iteration 0F: 2 clusters Score -1.930927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -19205204.000000 Penalty: 5932.632324
	Iteration 0F: 3 clusters Score -1.92052e+07 nChanged 74855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -19249008.000000 Penalty: 5932.632324
	Iteration 1F: 3 clusters Score -1.924901e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -19249928.000000 Penalty: 5932.632324
	Iteration 2Q: 3 clusters Score -1.924993e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -19251128.000000 Penalty: 5932.632324
	Iteration 3Q: 3 clusters Score -1.925113e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -19252380.000000 Penalty: 5932.632324
	Iteration 4Q: 3 clusters Score -1.925238e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -19253902.000000 Penalty: 5932.632324
	Iteration 5Q: 3 clusters Score -1.92539e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -19255514.000000 Penalty: 5932.632324
	Iteration 6Q: 3 clusters Score -1.925551e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -19257610.000000 Penalty: 5932.632324
	Iteration 7Q: 3 clusters Score -1.925761e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 83800 members 
Entering Unmasked Estep 
Score: -19260020.000000 Penalty: 5932.632324
	Iteration 8Q: 3 clusters Score -1.926002e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -19262972.000000 Penalty: 5932.632324
	Iteration 9Q: 3 clusters Score -1.926297e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -19266736.000000 Penalty: 5932.632324
	Iteration 10Q: 3 clusters Score -1.926674e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 89608 members 
Entering Unmasked Estep 
Score: -19271514.000000 Penalty: 5932.632324
	Iteration 11Q: 3 clusters Score -1.927151e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -19277150.000000 Penalty: 5932.632324
	Iteration 12F: 3 clusters Score -1.927715e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -19281618.000000 Penalty: 5932.632324
	Iteration 13Q: 3 clusters Score -1.928162e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -19284144.000000 Penalty: 5932.632324
	Iteration 14Q: 3 clusters Score -1.928414e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -19285186.000000 Penalty: 5932.632324
	Iteration 15Q: 3 clusters Score -1.928519e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -19285934.000000 Penalty: 5932.632324
	Iteration 16Q: 3 clusters Score -1.928593e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 101046 members 
Entering Unmasked Estep 
Score: -19286544.000000 Penalty: 5932.632324
	Iteration 17Q: 3 clusters Score -1.928654e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -19287220.000000 Penalty: 5932.632324
	Iteration 18Q: 3 clusters Score -1.928722e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -19287866.000000 Penalty: 5932.632324
	Iteration 19Q: 3 clusters Score -1.928787e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -19288654.000000 Penalty: 5932.632324
	Iteration 20F: 3 clusters Score -1.928865e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 109624 members 
Entering Unmasked Estep 
Score: -19289378.000000 Penalty: 5932.632324
	Iteration 21Q: 3 clusters Score -1.928938e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -19290266.000000 Penalty: 5932.632324
	Iteration 22Q: 3 clusters Score -1.929027e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 114420 members 
Entering Unmasked Estep 
Score: -19291240.000000 Penalty: 5932.632324
	Iteration 23Q: 3 clusters Score -1.929124e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 116923 members 
Entering Unmasked Estep 
Score: -19292008.000000 Penalty: 5932.632324
	Iteration 24Q: 3 clusters Score -1.929201e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 119538 members 
Entering Unmasked Estep 
Score: -19293140.000000 Penalty: 5932.632324
	Iteration 25Q: 3 clusters Score -1.929314e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -19294136.000000 Penalty: 5932.632324
	Iteration 26Q: 3 clusters Score -1.929414e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -19295386.000000 Penalty: 5932.632324
	Iteration 27Q: 3 clusters Score -1.929539e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 127512 members 
Entering Unmasked Estep 
Score: -19296460.000000 Penalty: 5932.632324
	Iteration 28Q: 3 clusters Score -1.929646e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 130086 members 
Entering Unmasked Estep 
Score: -19297624.000000 Penalty: 5932.632324
	Iteration 29Q: 3 clusters Score -1.929762e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 132583 members 
Entering Unmasked Estep 
Score: -19298824.000000 Penalty: 5932.632324
	Iteration 30Q: 3 clusters Score -1.929882e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 134948 members 
Entering Unmasked Estep 
Score: -19299824.000000 Penalty: 5932.632324
	Iteration 31Q: 3 clusters Score -1.929982e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -19300844.000000 Penalty: 5932.632324
	Iteration 32Q: 3 clusters Score -1.930084e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 139250 members 
Entering Unmasked Estep 
Score: -19301792.000000 Penalty: 5932.632324
	Iteration 33Q: 3 clusters Score -1.930179e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 141081 members 
Entering Unmasked Estep 
Score: -19302638.000000 Penalty: 5932.632324
	Iteration 34Q: 3 clusters Score -1.930264e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -19303372.000000 Penalty: 5932.632324
	Iteration 35Q: 3 clusters Score -1.930337e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -19303906.000000 Penalty: 5932.632324
	Iteration 36Q: 3 clusters Score -1.930391e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 145482 members 
Entering Unmasked Estep 
Score: -19304372.000000 Penalty: 5932.632324
	Iteration 37Q: 3 clusters Score -1.930437e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -19304808.000000 Penalty: 5932.632324
	Iteration 38Q: 3 clusters Score -1.930481e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 147703 members 
Entering Unmasked Estep 
Score: -19305178.000000 Penalty: 5932.632324
	Iteration 39Q: 3 clusters Score -1.930518e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -19305522.000000 Penalty: 5932.632324
	Iteration 40F: 3 clusters Score -1.930552e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 149433 members 
Entering Unmasked Estep 
Score: -19305782.000000 Penalty: 5932.632324
	Iteration 41Q: 3 clusters Score -1.930578e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 150133 members 
Entering Unmasked Estep 
Score: -19306050.000000 Penalty: 5932.632324
	Iteration 42Q: 3 clusters Score -1.930605e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 150719 members 
Entering Unmasked Estep 
Score: -19306254.000000 Penalty: 5932.632324
	Iteration 43Q: 3 clusters Score -1.930625e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 151254 members 
Entering Unmasked Estep 
Score: -19306368.000000 Penalty: 5932.632324
	Iteration 44Q: 3 clusters Score -1.930637e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 151742 members 
Entering Unmasked Estep 
Score: -19306504.000000 Penalty: 5932.632324
	Iteration 45Q: 3 clusters Score -1.93065e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -19306646.000000 Penalty: 5932.632324
	Iteration 46Q: 3 clusters Score -1.930665e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -19306760.000000 Penalty: 5932.632324
	Iteration 47Q: 3 clusters Score -1.930676e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -19306814.000000 Penalty: 5932.632324
	Iteration 48Q: 3 clusters Score -1.930681e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -19306874.000000 Penalty: 5932.632324
	Iteration 49Q: 3 clusters Score -1.930687e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 153255 members 
Entering Unmasked Estep 
Score: -19306938.000000 Penalty: 5932.632324
	Iteration 50Q: 3 clusters Score -1.930694e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -19306980.000000 Penalty: 5932.632324
	Iteration 51Q: 3 clusters Score -1.930698e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 153693 members 
Entering Unmasked Estep 
Score: -19307092.000000 Penalty: 5932.632324
	Iteration 52Q: 3 clusters Score -1.930709e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 153875 members 
Entering Unmasked Estep 
Score: -19307150.000000 Penalty: 5932.632324
	Iteration 53Q: 3 clusters Score -1.930715e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -19307174.000000 Penalty: 5932.632324
	Iteration 54Q: 3 clusters Score -1.930717e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 154160 members 
Entering Unmasked Estep 
Score: -19307268.000000 Penalty: 5932.632324
	Iteration 55Q: 3 clusters Score -1.930727e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -19307310.000000 Penalty: 5932.632324
	Iteration 56Q: 3 clusters Score -1.930731e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 154406 members 
Entering Unmasked Estep 
Score: -19307334.000000 Penalty: 5932.632324
	Iteration 57Q: 3 clusters Score -1.930733e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 154506 members 
Entering Unmasked Estep 
Score: -19307366.000000 Penalty: 5932.632324
	Iteration 58Q: 3 clusters Score -1.930737e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 154590 members 
Entering Unmasked Estep 
Score: -19307398.000000 Penalty: 5932.632324
	Iteration 59Q: 3 clusters Score -1.93074e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -19307438.000000 Penalty: 5932.632324
	Iteration 60F: 3 clusters Score -1.930744e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -19307468.000000 Penalty: 5932.632324
	Iteration 61Q: 3 clusters Score -1.930747e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 154804 members 
Entering Unmasked Estep 
Score: -19307482.000000 Penalty: 5932.632324
	Iteration 62Q: 3 clusters Score -1.930748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -19307500.000000 Penalty: 5932.632324
	Iteration 63Q: 3 clusters Score -1.93075e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 154929 members 
Entering Unmasked Estep 
Score: -19307494.000000 Penalty: 5932.632324
	Iteration 64Q: 3 clusters Score -1.930749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -19307536.000000 Penalty: 5932.632324
	Iteration 65Q: 3 clusters Score -1.930754e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -19307512.000000 Penalty: 5932.632324
	Iteration 66Q: 3 clusters Score -1.930751e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -19307488.000000 Penalty: 5932.632324
	Iteration 67Q: 3 clusters Score -1.930749e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -19307528.000000 Penalty: 5932.632324
	Iteration 68Q: 3 clusters Score -1.930753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 155109 members 
Entering Unmasked Estep 
Score: -19307510.000000 Penalty: 5932.632324
	Iteration 69Q: 3 clusters Score -1.930751e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -19307528.000000 Penalty: 5932.632324
	Iteration 70Q: 3 clusters Score -1.930753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -19307540.000000 Penalty: 5932.632324
	Iteration 71Q: 3 clusters Score -1.930754e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -19307542.000000 Penalty: 5932.632324
	Iteration 72Q: 3 clusters Score -1.930754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -19307558.000000 Penalty: 5932.632324
	Iteration 73Q: 3 clusters Score -1.930756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 155230 members 
Entering Unmasked Estep 
Score: -19307560.000000 Penalty: 5932.632324
	Iteration 74Q: 3 clusters Score -1.930756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -19307584.000000 Penalty: 5932.632324
	Iteration 75Q: 3 clusters Score -1.930758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -19307580.000000 Penalty: 5932.632324
	Iteration 76Q: 3 clusters Score -1.930758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 155300 members 
Entering Unmasked Estep 
Score: -19307582.000000 Penalty: 5932.632324
	Iteration 77Q: 3 clusters Score -1.930758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 155317 members 
Entering Unmasked Estep 
Score: -19307558.000000 Penalty: 5932.632324
	Iteration 78Q: 3 clusters Score -1.930756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -19307590.000000 Penalty: 5932.632324
	Iteration 79Q: 3 clusters Score -1.930759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -19307588.000000 Penalty: 5932.632324
	Iteration 80F: 3 clusters Score -1.930759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -19307592.000000 Penalty: 5932.632324
	Iteration 81Q: 3 clusters Score -1.930759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 155344 members 
Entering Unmasked Estep 
Score: -19307606.000000 Penalty: 5932.632324
	Iteration 82Q: 3 clusters Score -1.930761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -19307608.000000 Penalty: 5932.632324
	Iteration 83Q: 3 clusters Score -1.930761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -19307604.000000 Penalty: 5932.632324
	Iteration 84Q: 3 clusters Score -1.93076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 155359 members 
Entering Unmasked Estep 
Score: -19307588.000000 Penalty: 5932.632324
	Iteration 85Q: 3 clusters Score -1.930759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 155364 members 
Entering Unmasked Estep 
Score: -19307588.000000 Penalty: 5932.632324
	Iteration 86Q: 3 clusters Score -1.930759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -19307602.000000 Penalty: 5932.632324
	Iteration 87Q: 3 clusters Score -1.93076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -19307616.000000 Penalty: 5932.632324
	Iteration 88Q: 3 clusters Score -1.930762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -19307608.000000 Penalty: 5932.632324
	Iteration 89Q: 3 clusters Score -1.930761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 155391 members 
Entering Unmasked Estep 
Score: -19307612.000000 Penalty: 5932.632324
	Iteration 90Q: 3 clusters Score -1.930761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -19307630.000000 Penalty: 5932.632324
	Iteration 91Q: 3 clusters Score -1.930763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -19307632.000000 Penalty: 5932.632324
	Iteration 92Q: 3 clusters Score -1.930763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 155410 members 
Entering Unmasked Estep 
Score: -19307622.000000 Penalty: 5932.632324
	Iteration 93Q: 3 clusters Score -1.930762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -19307644.000000 Penalty: 5932.632324
	Iteration 94Q: 3 clusters Score -1.930764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -19307648.000000 Penalty: 5932.632324
	Iteration 95Q: 3 clusters Score -1.930765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 155421 members 
Entering Unmasked Estep 
Score: -19307668.000000 Penalty: 5932.632324
	Iteration 96Q: 3 clusters Score -1.930767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 155419 members 
Entering Unmasked Estep 
Score: -19307662.000000 Penalty: 5932.632324
	Iteration 97Q: 3 clusters Score -1.930766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -19307674.000000 Penalty: 5932.632324
	Iteration 98Q: 3 clusters Score -1.930767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -19307676.000000 Penalty: 5932.632324
	Iteration 99Q: 3 clusters Score -1.930768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -19307686.000000 Penalty: 5932.632324
	Iteration 100F: 3 clusters Score -1.930769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 155429 members 
Entering Unmasked Estep 
Score: -19307682.000000 Penalty: 5932.632324
	Iteration 101Q: 3 clusters Score -1.930768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -19307690.000000 Penalty: 5932.632324
	Iteration 102Q: 3 clusters Score -1.930769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 155432 members 
Entering Unmasked Estep 
Score: -19307698.000000 Penalty: 5932.632324
	Iteration 103Q: 3 clusters Score -1.93077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 155438 members 
Entering Unmasked Estep 
Score: -19307716.000000 Penalty: 5932.632324
	Iteration 104Q: 3 clusters Score -1.930772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 155443 members 
Entering Unmasked Estep 
Score: -19307700.000000 Penalty: 5932.632324
	Iteration 105Q: 3 clusters Score -1.93077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -19307704.000000 Penalty: 5932.632324
	Iteration 106Q: 3 clusters Score -1.93077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 155452 members 
Entering Unmasked Estep 
Score: -19307692.000000 Penalty: 5932.632324
	Iteration 107Q: 3 clusters Score -1.930769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -19307704.000000 Penalty: 5932.632324
	Iteration 108Q: 3 clusters Score -1.93077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 155467 members 
Entering Unmasked Estep 
Score: -19307720.000000 Penalty: 5932.632324
	Iteration 109Q: 3 clusters Score -1.930772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -19307712.000000 Penalty: 5932.632324
	Iteration 110Q: 3 clusters Score -1.930771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -19307724.000000 Penalty: 5932.632324
	Iteration 111Q: 3 clusters Score -1.930772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 155491 members 
Entering Unmasked Estep 
Score: -19307730.000000 Penalty: 5932.632324
	Iteration 112Q: 3 clusters Score -1.930773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 155493 members 
Entering Unmasked Estep 
Score: -19307746.000000 Penalty: 5932.632324
	Iteration 113Q: 3 clusters Score -1.930775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -19307754.000000 Penalty: 5932.632324
	Iteration 114Q: 3 clusters Score -1.930775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -19307744.000000 Penalty: 5932.632324
	Iteration 115Q: 3 clusters Score -1.930774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -19307736.000000 Penalty: 5932.632324
	Iteration 116Q: 3 clusters Score -1.930774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -19307750.000000 Penalty: 5932.632324
	Iteration 117Q: 3 clusters Score -1.930775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -19307756.000000 Penalty: 5932.632324
	Iteration 118Q: 3 clusters Score -1.930776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -19307764.000000 Penalty: 5932.632324
	Iteration 119Q: 3 clusters Score -1.930776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 155521 members 
Entering Unmasked Estep 
Score: -19307750.000000 Penalty: 5932.632324
	Iteration 120F: 3 clusters Score -1.930775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -19307770.000000 Penalty: 5932.632324
	Iteration 121Q: 3 clusters Score -1.930777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -19307770.000000 Penalty: 5932.632324
	Iteration 122Q: 3 clusters Score -1.930777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -19307784.000000 Penalty: 5932.632324
	Iteration 123Q: 3 clusters Score -1.930778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -19307768.000000 Penalty: 5932.632324
	Iteration 124Q: 3 clusters Score -1.930777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 155520 members 
Entering Unmasked Estep 
Score: -19307772.000000 Penalty: 5932.632324
	Iteration 125Q: 3 clusters Score -1.930777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 155520 members 
Entering Unmasked Estep 
Score: -19307772.000000 Penalty: 5932.632324
	Iteration 126F: 3 clusters Score -1.930777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -100445.476562 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -100445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -98578.445312 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -98578.45 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98867.179688 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -98867.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -98978.640625 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -98978.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99035.054688 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -99035.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -99077.125000 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -99077.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99103.375000 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -99103.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99120.765625 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -99120.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99134.945312 Penalty: 3388.648926
	Iteration 7Q: 3 clusters Score -99134.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -99157.546875 Penalty: 3388.648926
	Iteration 8Q: 3 clusters Score -99157.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99191.968750 Penalty: 3388.648926
	Iteration 9Q: 3 clusters Score -99191.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99221.437500 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -99221.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99250.375000 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -99250.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99272.937500 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -99272.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -99313.320312 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -99313.32 nChanged 16
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: -99360.328125 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -99360.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99464.320312 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -99464.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -99709.367188 Penalty: 3388.648926
	Iteration 16Q: 3 clusters Score -99709.37 nChanged 37
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: -99810.851562 Penalty: 3388.648926
	Iteration 17Q: 3 clusters Score -99810.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99875.632812 Penalty: 3388.648926
	Iteration 18Q: 3 clusters Score -99875.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99928.890625 Penalty: 3388.648926
	Iteration 19Q: 3 clusters Score -99928.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -100016.257812 Penalty: 3388.648926
	Iteration 20F: 3 clusters Score -100016.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -100084.445312 Penalty: 3388.648926
	Iteration 21Q: 3 clusters Score -100084.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100131.484375 Penalty: 3388.648926
	Iteration 22Q: 3 clusters Score -100131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -100152.335938 Penalty: 3388.648926
	Iteration 23Q: 3 clusters Score -100152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -100158.273438 Penalty: 3388.648926
	Iteration 24Q: 3 clusters Score -100158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100164.890625 Penalty: 3388.648926
	Iteration 25Q: 3 clusters Score -100164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100164.890625 Penalty: 3388.648926
	Iteration 26F: 3 clusters Score -100164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (113241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Entering Unmasked Estep 
Score: -14065932.000000 Penalty: 2886.043945
	Iteration 0F: 2 clusters Score -1.406593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -13990145.000000 Penalty: 5772.087891
	Iteration 0F: 3 clusters Score -1.399014e+07 nChanged 53607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -14020549.000000 Penalty: 5772.087891
	Iteration 1F: 3 clusters Score -1.402055e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -14021247.000000 Penalty: 5772.087891
	Iteration 2Q: 3 clusters Score -1.402125e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -14022002.000000 Penalty: 5772.087891
	Iteration 3Q: 3 clusters Score -1.4022e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -14022936.000000 Penalty: 5772.087891
	Iteration 4Q: 3 clusters Score -1.402294e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -14024085.000000 Penalty: 5772.087891
	Iteration 5Q: 3 clusters Score -1.402408e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -14025573.000000 Penalty: 5772.087891
	Iteration 6Q: 3 clusters Score -1.402557e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -14028118.000000 Penalty: 5772.087891
	Iteration 7Q: 3 clusters Score -1.402812e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -14032253.000000 Penalty: 5772.087891
	Iteration 8F: 3 clusters Score -1.403225e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -14038381.000000 Penalty: 5772.087891
	Iteration 9F: 3 clusters Score -1.403838e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -14045813.000000 Penalty: 5772.087891
	Iteration 10F: 3 clusters Score -1.404581e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -14052322.000000 Penalty: 5772.087891
	Iteration 11F: 3 clusters Score -1.405232e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 102312 members 
Entering Unmasked Estep 
Score: -14056707.000000 Penalty: 5772.087891
	Iteration 12Q: 3 clusters Score -1.405671e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -14059443.000000 Penalty: 5772.087891
	Iteration 13Q: 3 clusters Score -1.405944e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -14060968.000000 Penalty: 5772.087891
	Iteration 14Q: 3 clusters Score -1.406097e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 108322 members 
Entering Unmasked Estep 
Score: -14061802.000000 Penalty: 5772.087891
	Iteration 15Q: 3 clusters Score -1.40618e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 109104 members 
Entering Unmasked Estep 
Score: -14062340.000000 Penalty: 5772.087891
	Iteration 16Q: 3 clusters Score -1.406234e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -14062727.000000 Penalty: 5772.087891
	Iteration 17Q: 3 clusters Score -1.406273e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -14063006.000000 Penalty: 5772.087891
	Iteration 18Q: 3 clusters Score -1.406301e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -14063178.000000 Penalty: 5772.087891
	Iteration 19Q: 3 clusters Score -1.406318e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -14063354.000000 Penalty: 5772.087891
	Iteration 20F: 3 clusters Score -1.406335e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 110756 members 
Entering Unmasked Estep 
Score: -14063407.000000 Penalty: 5772.087891
	Iteration 21Q: 3 clusters Score -1.406341e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -14063497.000000 Penalty: 5772.087891
	Iteration 22Q: 3 clusters Score -1.40635e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -14063535.000000 Penalty: 5772.087891
	Iteration 23Q: 3 clusters Score -1.406354e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -14063568.000000 Penalty: 5772.087891
	Iteration 24Q: 3 clusters Score -1.406357e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 111145 members 
Entering Unmasked Estep 
Score: -14063609.000000 Penalty: 5772.087891
	Iteration 25Q: 3 clusters Score -1.406361e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -14063607.000000 Penalty: 5772.087891
	Iteration 26Q: 3 clusters Score -1.406361e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 111243 members 
Entering Unmasked Estep 
Score: -14063631.000000 Penalty: 5772.087891
	Iteration 27Q: 3 clusters Score -1.406363e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 111283 members 
Entering Unmasked Estep 
Score: -14063647.000000 Penalty: 5772.087891
	Iteration 28Q: 3 clusters Score -1.406365e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -14063672.000000 Penalty: 5772.087891
	Iteration 29Q: 3 clusters Score -1.406367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -14063679.000000 Penalty: 5772.087891
	Iteration 30Q: 3 clusters Score -1.406368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 111377 members 
Entering Unmasked Estep 
Score: -14063681.000000 Penalty: 5772.087891
	Iteration 31Q: 3 clusters Score -1.406368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 111412 members 
Entering Unmasked Estep 
Score: -14063716.000000 Penalty: 5772.087891
	Iteration 32Q: 3 clusters Score -1.406372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -14063700.000000 Penalty: 5772.087891
	Iteration 33Q: 3 clusters Score -1.40637e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 111476 members 
Entering Unmasked Estep 
Score: -14063741.000000 Penalty: 5772.087891
	Iteration 34Q: 3 clusters Score -1.406374e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -14063741.000000 Penalty: 5772.087891
	Iteration 35Q: 3 clusters Score -1.406374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 111520 members 
Entering Unmasked Estep 
Score: -14063780.000000 Penalty: 5772.087891
	Iteration 36Q: 3 clusters Score -1.406378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -14063782.000000 Penalty: 5772.087891
	Iteration 37Q: 3 clusters Score -1.406378e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -14063788.000000 Penalty: 5772.087891
	Iteration 38Q: 3 clusters Score -1.406379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -14063790.000000 Penalty: 5772.087891
	Iteration 39Q: 3 clusters Score -1.406379e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 111628 members 
Entering Unmasked Estep 
Score: -14063816.000000 Penalty: 5772.087891
	Iteration 40F: 3 clusters Score -1.406382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 111658 members 
Entering Unmasked Estep 
Score: -14063800.000000 Penalty: 5772.087891
	Iteration 41Q: 3 clusters Score -1.40638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -14063803.000000 Penalty: 5772.087891
	Iteration 42Q: 3 clusters Score -1.40638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -14063825.000000 Penalty: 5772.087891
	Iteration 43Q: 3 clusters Score -1.406382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -14063832.000000 Penalty: 5772.087891
	Iteration 44Q: 3 clusters Score -1.406383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -14063840.000000 Penalty: 5772.087891
	Iteration 45Q: 3 clusters Score -1.406384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -14063834.000000 Penalty: 5772.087891
	Iteration 46Q: 3 clusters Score -1.406383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -14063828.000000 Penalty: 5772.087891
	Iteration 47Q: 3 clusters Score -1.406383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 111746 members 
Entering Unmasked Estep 
Score: -14063840.000000 Penalty: 5772.087891
	Iteration 48Q: 3 clusters Score -1.406384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -14063854.000000 Penalty: 5772.087891
	Iteration 49Q: 3 clusters Score -1.406385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -14063841.000000 Penalty: 5772.087891
	Iteration 50Q: 3 clusters Score -1.406384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -14063850.000000 Penalty: 5772.087891
	Iteration 51Q: 3 clusters Score -1.406385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 111759 members 
Entering Unmasked Estep 
Score: -14063838.000000 Penalty: 5772.087891
	Iteration 52Q: 3 clusters Score -1.406384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -14063841.000000 Penalty: 5772.087891
	Iteration 53Q: 3 clusters Score -1.406384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -14063854.000000 Penalty: 5772.087891
	Iteration 54Q: 3 clusters Score -1.406385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 111790 members 
Entering Unmasked Estep 
Score: -14063848.000000 Penalty: 5772.087891
	Iteration 55Q: 3 clusters Score -1.406385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -14063857.000000 Penalty: 5772.087891
	Iteration 56Q: 3 clusters Score -1.406386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -14063864.000000 Penalty: 5772.087891
	Iteration 57Q: 3 clusters Score -1.406386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 111810 members 
Entering Unmasked Estep 
Score: -14063877.000000 Penalty: 5772.087891
	Iteration 58Q: 3 clusters Score -1.406388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 111815 members 
Entering Unmasked Estep 
Score: -14063871.000000 Penalty: 5772.087891
	Iteration 59Q: 3 clusters Score -1.406387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 111816 members 
Entering Unmasked Estep 
Score: -14063861.000000 Penalty: 5772.087891
	Iteration 60F: 3 clusters Score -1.406386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -14063858.000000 Penalty: 5772.087891
	Iteration 61Q: 3 clusters Score -1.406386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 111821 members 
Entering Unmasked Estep 
Score: -14063860.000000 Penalty: 5772.087891
	Iteration 62Q: 3 clusters Score -1.406386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -14063871.000000 Penalty: 5772.087891
	Iteration 63Q: 3 clusters Score -1.406387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -14063877.000000 Penalty: 5772.087891
	Iteration 64Q: 3 clusters Score -1.406388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -14063887.000000 Penalty: 5772.087891
	Iteration 65Q: 3 clusters Score -1.406389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 111833 members 
Entering Unmasked Estep 
Score: -14063880.000000 Penalty: 5772.087891
	Iteration 66Q: 3 clusters Score -1.406388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -14063881.000000 Penalty: 5772.087891
	Iteration 67Q: 3 clusters Score -1.406388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -14063888.000000 Penalty: 5772.087891
	Iteration 68Q: 3 clusters Score -1.406389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -14063904.000000 Penalty: 5772.087891
	Iteration 69Q: 3 clusters Score -1.40639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -14063880.000000 Penalty: 5772.087891
	Iteration 70Q: 3 clusters Score -1.406388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -14063890.000000 Penalty: 5772.087891
	Iteration 71Q: 3 clusters Score -1.406389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -14063901.000000 Penalty: 5772.087891
	Iteration 72Q: 3 clusters Score -1.40639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 111868 members 
Entering Unmasked Estep 
Score: -14063905.000000 Penalty: 5772.087891
	Iteration 73Q: 3 clusters Score -1.40639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -14063897.000000 Penalty: 5772.087891
	Iteration 74Q: 3 clusters Score -1.40639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -14063902.000000 Penalty: 5772.087891
	Iteration 75Q: 3 clusters Score -1.40639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -14063909.000000 Penalty: 5772.087891
	Iteration 76Q: 3 clusters Score -1.406391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -14063919.000000 Penalty: 5772.087891
	Iteration 77Q: 3 clusters Score -1.406392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 111893 members 
Entering Unmasked Estep 
Score: -14063908.000000 Penalty: 5772.087891
	Iteration 78Q: 3 clusters Score -1.406391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -14063903.000000 Penalty: 5772.087891
	Iteration 79Q: 3 clusters Score -1.40639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -14063900.000000 Penalty: 5772.087891
	Iteration 80F: 3 clusters Score -1.40639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -14063893.000000 Penalty: 5772.087891
	Iteration 81Q: 3 clusters Score -1.406389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 111901 members 
Entering Unmasked Estep 
Score: -14063902.000000 Penalty: 5772.087891
	Iteration 82Q: 3 clusters Score -1.40639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 111903 members 
Entering Unmasked Estep 
Score: -14063899.000000 Penalty: 5772.087891
	Iteration 83Q: 3 clusters Score -1.40639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 111905 members 
Entering Unmasked Estep 
Score: -14063887.000000 Penalty: 5772.087891
	Iteration 84Q: 3 clusters Score -1.406389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 111907 members 
Entering Unmasked Estep 
Score: -14063899.000000 Penalty: 5772.087891
	Iteration 85Q: 3 clusters Score -1.40639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 111911 members 
Entering Unmasked Estep 
Score: -14063892.000000 Penalty: 5772.087891
	Iteration 86Q: 3 clusters Score -1.406389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -14063898.000000 Penalty: 5772.087891
	Iteration 87Q: 3 clusters Score -1.40639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -14063899.000000 Penalty: 5772.087891
	Iteration 88Q: 3 clusters Score -1.40639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 111922 members 
Entering Unmasked Estep 
Score: -14063907.000000 Penalty: 5772.087891
	Iteration 89Q: 3 clusters Score -1.406391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -14063899.000000 Penalty: 5772.087891
	Iteration 90Q: 3 clusters Score -1.40639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -14063899.000000 Penalty: 5772.087891
	Iteration 91F: 3 clusters Score -1.40639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166519 members 
Entering Unmasked Estep 
Score: -20590046.000000 Penalty: 2981.670410
	Iteration 0F: 2 clusters Score -2.059005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -20481014.000000 Penalty: 5963.340820
	Iteration 0F: 3 clusters Score -2.048101e+07 nChanged 79915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -20526930.000000 Penalty: 5963.340820
	Iteration 1F: 3 clusters Score -2.052693e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -20527490.000000 Penalty: 5963.340820
	Iteration 2Q: 3 clusters Score -2.052749e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -20528120.000000 Penalty: 5963.340820
	Iteration 3Q: 3 clusters Score -2.052812e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -20528812.000000 Penalty: 5963.340820
	Iteration 4Q: 3 clusters Score -2.052881e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -20529734.000000 Penalty: 5963.340820
	Iteration 5Q: 3 clusters Score -2.052973e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83402 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -20530666.000000 Penalty: 5963.340820
	Iteration 6Q: 3 clusters Score -2.053067e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -20532146.000000 Penalty: 5963.340820
	Iteration 7Q: 3 clusters Score -2.053215e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 82325 members 
Entering Unmasked Estep 
Score: -20534208.000000 Penalty: 5963.340820
	Iteration 8Q: 3 clusters Score -2.053421e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85066 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -20537422.000000 Penalty: 5963.340820
	Iteration 9Q: 3 clusters Score -2.053742e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -20541742.000000 Penalty: 5963.340820
	Iteration 10Q: 3 clusters Score -2.054174e+07 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -20547998.000000 Penalty: 5963.340820
	Iteration 11F: 3 clusters Score -2.0548e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -20556044.000000 Penalty: 5963.340820
	Iteration 12F: 3 clusters Score -2.055604e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -20564190.000000 Penalty: 5963.340820
	Iteration 13F: 3 clusters Score -2.056419e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98549 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -20568714.000000 Penalty: 5963.340820
	Iteration 14F: 3 clusters Score -2.056871e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -20570614.000000 Penalty: 5963.340820
	Iteration 15Q: 3 clusters Score -2.057061e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -20571652.000000 Penalty: 5963.340820
	Iteration 16Q: 3 clusters Score -2.057165e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -20572320.000000 Penalty: 5963.340820
	Iteration 17Q: 3 clusters Score -2.057232e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106452 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -20573046.000000 Penalty: 5963.340820
	Iteration 18Q: 3 clusters Score -2.057305e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -20573630.000000 Penalty: 5963.340820
	Iteration 19Q: 3 clusters Score -2.057363e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -20574346.000000 Penalty: 5963.340820
	Iteration 20F: 3 clusters Score -2.057435e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -20574962.000000 Penalty: 5963.340820
	Iteration 21Q: 3 clusters Score -2.057496e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114337 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -20575550.000000 Penalty: 5963.340820
	Iteration 22Q: 3 clusters Score -2.057555e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -20576018.000000 Penalty: 5963.340820
	Iteration 23Q: 3 clusters Score -2.057602e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118323 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -20576654.000000 Penalty: 5963.340820
	Iteration 24Q: 3 clusters Score -2.057665e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -20577018.000000 Penalty: 5963.340820
	Iteration 25Q: 3 clusters Score -2.057702e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122330 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -20577476.000000 Penalty: 5963.340820
	Iteration 26Q: 3 clusters Score -2.057748e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124398 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -20578002.000000 Penalty: 5963.340820
	Iteration 27Q: 3 clusters Score -2.0578e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126430 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -20578666.000000 Penalty: 5963.340820
	Iteration 28Q: 3 clusters Score -2.057867e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -20579188.000000 Penalty: 5963.340820
	Iteration 29Q: 3 clusters Score -2.057919e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -20579750.000000 Penalty: 5963.340820
	Iteration 30Q: 3 clusters Score -2.057975e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -20580212.000000 Penalty: 5963.340820
	Iteration 31Q: 3 clusters Score -2.058021e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134212 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -20580618.000000 Penalty: 5963.340820
	Iteration 32Q: 3 clusters Score -2.058062e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136012 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -20581168.000000 Penalty: 5963.340820
	Iteration 33Q: 3 clusters Score -2.058117e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137802 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -20581714.000000 Penalty: 5963.340820
	Iteration 34Q: 3 clusters Score -2.058171e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139550 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -20582166.000000 Penalty: 5963.340820
	Iteration 35Q: 3 clusters Score -2.058217e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -20582658.000000 Penalty: 5963.340820
	Iteration 36Q: 3 clusters Score -2.058266e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143023 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -20583166.000000 Penalty: 5963.340820
	Iteration 37Q: 3 clusters Score -2.058317e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144708 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -20583676.000000 Penalty: 5963.340820
	Iteration 38Q: 3 clusters Score -2.058368e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146356 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -20584162.000000 Penalty: 5963.340820
	Iteration 39Q: 3 clusters Score -2.058416e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147842 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -20584660.000000 Penalty: 5963.340820
	Iteration 40F: 3 clusters Score -2.058466e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149281 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -20585010.000000 Penalty: 5963.340820
	Iteration 41Q: 3 clusters Score -2.058501e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150667 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -20585438.000000 Penalty: 5963.340820
	Iteration 42Q: 3 clusters Score -2.058544e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151928 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -20585678.000000 Penalty: 5963.340820
	Iteration 43Q: 3 clusters Score -2.058568e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -20585992.000000 Penalty: 5963.340820
	Iteration 44Q: 3 clusters Score -2.058599e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -20586324.000000 Penalty: 5963.340820
	Iteration 45Q: 3 clusters Score -2.058632e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -20586568.000000 Penalty: 5963.340820
	Iteration 46Q: 3 clusters Score -2.058657e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156334 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -20586898.000000 Penalty: 5963.340820
	Iteration 47Q: 3 clusters Score -2.05869e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -20587020.000000 Penalty: 5963.340820
	Iteration 48Q: 3 clusters Score -2.058702e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158154 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -20587248.000000 Penalty: 5963.340820
	Iteration 49Q: 3 clusters Score -2.058725e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158961 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -20587480.000000 Penalty: 5963.340820
	Iteration 50Q: 3 clusters Score -2.058748e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159670 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -20587620.000000 Penalty: 5963.340820
	Iteration 51Q: 3 clusters Score -2.058762e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160309 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -20587734.000000 Penalty: 5963.340820
	Iteration 52Q: 3 clusters Score -2.058773e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160894 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -20587858.000000 Penalty: 5963.340820
	Iteration 53Q: 3 clusters Score -2.058786e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -20587920.000000 Penalty: 5963.340820
	Iteration 54Q: 3 clusters Score -2.058792e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -20587984.000000 Penalty: 5963.340820
	Iteration 55Q: 3 clusters Score -2.058798e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162275 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -20588092.000000 Penalty: 5963.340820
	Iteration 56Q: 3 clusters Score -2.058809e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162608 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20588106.000000 Penalty: 5963.340820
	Iteration 57Q: 3 clusters Score -2.058811e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162895 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -20588096.000000 Penalty: 5963.340820
	Iteration 58Q: 3 clusters Score -2.05881e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163166 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20588144.000000 Penalty: 5963.340820
	Iteration 59Q: 3 clusters Score -2.058814e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -20588144.000000 Penalty: 5963.340820
	Iteration 60F: 3 clusters Score -2.058814e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -20588206.000000 Penalty: 5963.340820
	Iteration 61Q: 3 clusters Score -2.058821e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163711 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -20588248.000000 Penalty: 5963.340820
	Iteration 62Q: 3 clusters Score -2.058825e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -20588218.000000 Penalty: 5963.340820
	Iteration 63Q: 3 clusters Score -2.058822e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -20588306.000000 Penalty: 5963.340820
	Iteration 64Q: 3 clusters Score -2.058831e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -20588346.000000 Penalty: 5963.340820
	Iteration 65Q: 3 clusters Score -2.058835e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -20588354.000000 Penalty: 5963.340820
	Iteration 66Q: 3 clusters Score -2.058835e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164195 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -20588342.000000 Penalty: 5963.340820
	Iteration 67Q: 3 clusters Score -2.058834e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -20588348.000000 Penalty: 5963.340820
	Iteration 68Q: 3 clusters Score -2.058835e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20588318.000000 Penalty: 5963.340820
	Iteration 69Q: 3 clusters Score -2.058832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -20588328.000000 Penalty: 5963.340820
	Iteration 70Q: 3 clusters Score -2.058833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164391 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20588348.000000 Penalty: 5963.340820
	Iteration 71Q: 3 clusters Score -2.058835e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164427 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -20588344.000000 Penalty: 5963.340820
	Iteration 72Q: 3 clusters Score -2.058834e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164462 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -20588356.000000 Penalty: 5963.340820
	Iteration 73Q: 3 clusters Score -2.058836e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164498 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20588352.000000 Penalty: 5963.340820
	Iteration 74Q: 3 clusters Score -2.058835e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20588356.000000 Penalty: 5963.340820
	Iteration 75Q: 3 clusters Score -2.058836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164558 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20588352.000000 Penalty: 5963.340820
	Iteration 76Q: 3 clusters Score -2.058835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -20588344.000000 Penalty: 5963.340820
	Iteration 77Q: 3 clusters Score -2.058834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -20588316.000000 Penalty: 5963.340820
	Iteration 78Q: 3 clusters Score -2.058832e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164637 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20588300.000000 Penalty: 5963.340820
	Iteration 79Q: 3 clusters Score -2.05883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164656 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -20588326.000000 Penalty: 5963.340820
	Iteration 80F: 3 clusters Score -2.058833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164678 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20588292.000000 Penalty: 5963.340820
	Iteration 81Q: 3 clusters Score -2.058829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20588302.000000 Penalty: 5963.340820
	Iteration 82Q: 3 clusters Score -2.05883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -20588294.000000 Penalty: 5963.340820
	Iteration 83Q: 3 clusters Score -2.058829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20588282.000000 Penalty: 5963.340820
	Iteration 84Q: 3 clusters Score -2.058828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164746 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20588294.000000 Penalty: 5963.340820
	Iteration 85Q: 3 clusters Score -2.058829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164775 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -20588320.000000 Penalty: 5963.340820
	Iteration 86Q: 3 clusters Score -2.058832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20588322.000000 Penalty: 5963.340820
	Iteration 87Q: 3 clusters Score -2.058832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164808 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -20588300.000000 Penalty: 5963.340820
	Iteration 88Q: 3 clusters Score -2.05883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164820 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -20588308.000000 Penalty: 5963.340820
	Iteration 89Q: 3 clusters Score -2.058831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164835 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20588324.000000 Penalty: 5963.340820
	Iteration 90Q: 3 clusters Score -2.058832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164845 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20588332.000000 Penalty: 5963.340820
	Iteration 91Q: 3 clusters Score -2.058833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20588336.000000 Penalty: 5963.340820
	Iteration 92Q: 3 clusters Score -2.058834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164855 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -20588350.000000 Penalty: 5963.340820
	Iteration 93Q: 3 clusters Score -2.058835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164866 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -20588326.000000 Penalty: 5963.340820
	Iteration 94Q: 3 clusters Score -2.058833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164875 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -20588320.000000 Penalty: 5963.340820
	Iteration 95Q: 3 clusters Score -2.058832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164887 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -20588308.000000 Penalty: 5963.340820
	Iteration 96Q: 3 clusters Score -2.058831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20588296.000000 Penalty: 5963.340820
	Iteration 97Q: 3 clusters Score -2.05883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164903 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -20588300.000000 Penalty: 5963.340820
	Iteration 98Q: 3 clusters Score -2.05883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20588310.000000 Penalty: 5963.340820
	Iteration 99Q: 3 clusters Score -2.058831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20588306.000000 Penalty: 5963.340820
	Iteration 100F: 3 clusters Score -2.058831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20588314.000000 Penalty: 5963.340820
	Iteration 101Q: 3 clusters Score -2.058831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20588312.000000 Penalty: 5963.340820
	Iteration 102Q: 3 clusters Score -2.058831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20588312.000000 Penalty: 5963.340820
	Iteration 103F: 3 clusters Score -2.058831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Entering Unmasked Estep 
Score: -764803.187500 Penalty: 2179.457520
	Iteration 0F: 2 clusters Score -764803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -759276.812500 Penalty: 4358.915039
	Iteration 0F: 3 clusters Score -759276.8 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -760825.187500 Penalty: 4358.915039
	Iteration 1F: 3 clusters Score -760825.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -761090.562500 Penalty: 4358.915039
	Iteration 2F: 3 clusters Score -761090.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -761264.375000 Penalty: 4358.915039
	Iteration 3F: 3 clusters Score -761264.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -761386.312500 Penalty: 4358.915039
	Iteration 4Q: 3 clusters Score -761386.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -761464.687500 Penalty: 4358.915039
	Iteration 5Q: 3 clusters Score -761464.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -761515.437500 Penalty: 4358.915039
	Iteration 6Q: 3 clusters Score -761515.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -761564.875000 Penalty: 4358.915039
	Iteration 7Q: 3 clusters Score -761564.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -761602.812500 Penalty: 4358.915039
	Iteration 8Q: 3 clusters Score -761602.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -761646.562500 Penalty: 4358.915039
	Iteration 9Q: 3 clusters Score -761646.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -761694.187500 Penalty: 4358.915039
	Iteration 10Q: 3 clusters Score -761694.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -761749.687500 Penalty: 4358.915039
	Iteration 11Q: 3 clusters Score -761749.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -761811.187500 Penalty: 4358.915039
	Iteration 12Q: 3 clusters Score -761811.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -761866.875000 Penalty: 4358.915039
	Iteration 13Q: 3 clusters Score -761866.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -761956.000000 Penalty: 4358.915039
	Iteration 14Q: 3 clusters Score -761956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -762094.500000 Penalty: 4358.915039
	Iteration 15Q: 3 clusters Score -762094.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -762303.562500 Penalty: 4358.915039
	Iteration 16Q: 3 clusters Score -762303.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -762569.625000 Penalty: 4358.915039
	Iteration 17Q: 3 clusters Score -762569.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -762866.437500 Penalty: 4358.915039
	Iteration 18Q: 3 clusters Score -762866.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -763109.687500 Penalty: 4358.915039
	Iteration 19Q: 3 clusters Score -763109.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -763334.562500 Penalty: 4358.915039
	Iteration 20F: 3 clusters Score -763334.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -763507.375000 Penalty: 4358.915039
	Iteration 21Q: 3 clusters Score -763507.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -763631.937500 Penalty: 4358.915039
	Iteration 22Q: 3 clusters Score -763631.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -763702.125000 Penalty: 4358.915039
	Iteration 23Q: 3 clusters Score -763702.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -763752.250000 Penalty: 4358.915039
	Iteration 24Q: 3 clusters Score -763752.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -763793.312500 Penalty: 4358.915039
	Iteration 25Q: 3 clusters Score -763793.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -763823.937500 Penalty: 4358.915039
	Iteration 26Q: 3 clusters Score -763823.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -763848.750000 Penalty: 4358.915039
	Iteration 27Q: 3 clusters Score -763848.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -763865.000000 Penalty: 4358.915039
	Iteration 28Q: 3 clusters Score -763865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -763876.187500 Penalty: 4358.915039
	Iteration 29Q: 3 clusters Score -763876.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -763888.437500 Penalty: 4358.915039
	Iteration 30Q: 3 clusters Score -763888.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -763896.375000 Penalty: 4358.915039
	Iteration 31Q: 3 clusters Score -763896.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -763902.187500 Penalty: 4358.915039
	Iteration 32Q: 3 clusters Score -763902.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -763907.000000 Penalty: 4358.915039
	Iteration 33Q: 3 clusters Score -763907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -763911.437500 Penalty: 4358.915039
	Iteration 34Q: 3 clusters Score -763911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -763911.125000 Penalty: 4358.915039
	Iteration 35Q: 3 clusters Score -763911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -763912.250000 Penalty: 4358.915039
	Iteration 36Q: 3 clusters Score -763912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -763912.250000 Penalty: 4358.915039
	Iteration 37F: 3 clusters Score -763912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163161 members 
Entering Unmasked Estep 
Score: -20193586.000000 Penalty: 2976.618164
	Iteration 0F: 2 clusters Score -2.019359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -20086090.000000 Penalty: 5953.236328
	Iteration 0F: 3 clusters Score -2.008609e+07 nChanged 78167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -20131536.000000 Penalty: 5953.236328
	Iteration 1F: 3 clusters Score -2.013154e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -20132956.000000 Penalty: 5953.236328
	Iteration 2Q: 3 clusters Score -2.013296e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -20134700.000000 Penalty: 5953.236328
	Iteration 3Q: 3 clusters Score -2.01347e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 100229 members 
Entering Unmasked Estep 
Score: -20138134.000000 Penalty: 5953.236328
	Iteration 4Q: 3 clusters Score -2.013813e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -20144540.000000 Penalty: 5953.236328
	Iteration 5F: 3 clusters Score -2.014454e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 123072 members 
Entering Unmasked Estep 
Score: -20155852.000000 Penalty: 5953.236328
	Iteration 6F: 3 clusters Score -2.015585e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 137748 members 
Entering Unmasked Estep 
Score: -20170292.000000 Penalty: 5953.236328
	Iteration 7F: 3 clusters Score -2.017029e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 149515 members 
Entering Unmasked Estep 
Score: -20182674.000000 Penalty: 5953.236328
	Iteration 8F: 3 clusters Score -2.018267e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 155795 members 
Entering Unmasked Estep 
Score: -20188724.000000 Penalty: 5953.236328
	Iteration 9Q: 3 clusters Score -2.018872e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -20190864.000000 Penalty: 5953.236328
	Iteration 10Q: 3 clusters Score -2.019086e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -20191738.000000 Penalty: 5953.236328
	Iteration 11Q: 3 clusters Score -2.019174e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 159632 members 
Entering Unmasked Estep 
Score: -20192172.000000 Penalty: 5953.236328
	Iteration 12Q: 3 clusters Score -2.019217e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -20192330.000000 Penalty: 5953.236328
	Iteration 13Q: 3 clusters Score -2.019233e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 160021 members 
Entering Unmasked Estep 
Score: -20192426.000000 Penalty: 5953.236328
	Iteration 14Q: 3 clusters Score -2.019243e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 160136 members 
Entering Unmasked Estep 
Score: -20192454.000000 Penalty: 5953.236328
	Iteration 15Q: 3 clusters Score -2.019245e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -20192470.000000 Penalty: 5953.236328
	Iteration 16Q: 3 clusters Score -2.019247e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -20192482.000000 Penalty: 5953.236328
	Iteration 17Q: 3 clusters Score -2.019248e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 160354 members 
Entering Unmasked Estep 
Score: -20192490.000000 Penalty: 5953.236328
	Iteration 18Q: 3 clusters Score -2.019249e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 160394 members 
Entering Unmasked Estep 
Score: -20192496.000000 Penalty: 5953.236328
	Iteration 19Q: 3 clusters Score -2.01925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 160426 members 
Entering Unmasked Estep 
Score: -20192520.000000 Penalty: 5953.236328
	Iteration 20F: 3 clusters Score -2.019252e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -20192526.000000 Penalty: 5953.236328
	Iteration 21Q: 3 clusters Score -2.019253e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -20192532.000000 Penalty: 5953.236328
	Iteration 22Q: 3 clusters Score -2.019253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 160497 members 
Entering Unmasked Estep 
Score: -20192538.000000 Penalty: 5953.236328
	Iteration 23Q: 3 clusters Score -2.019254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -20192542.000000 Penalty: 5953.236328
	Iteration 24Q: 3 clusters Score -2.019254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 160527 members 
Entering Unmasked Estep 
Score: -20192516.000000 Penalty: 5953.236328
	Iteration 25Q: 3 clusters Score -2.019252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 160534 members 
Entering Unmasked Estep 
Score: -20192526.000000 Penalty: 5953.236328
	Iteration 26Q: 3 clusters Score -2.019253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 160535 members 
Entering Unmasked Estep 
Score: -20192528.000000 Penalty: 5953.236328
	Iteration 27Q: 3 clusters Score -2.019253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 160533 members 
Entering Unmasked Estep 
Score: -20192524.000000 Penalty: 5953.236328
	Iteration 28Q: 3 clusters Score -2.019252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 160538 members 
Entering Unmasked Estep 
Score: -20192526.000000 Penalty: 5953.236328
	Iteration 29Q: 3 clusters Score -2.019253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -20192514.000000 Penalty: 5953.236328
	Iteration 30Q: 3 clusters Score -2.019251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 160550 members 
Entering Unmasked Estep 
Score: -20192514.000000 Penalty: 5953.236328
	Iteration 31Q: 3 clusters Score -2.019251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 160552 members 
Entering Unmasked Estep 
Score: -20192514.000000 Penalty: 5953.236328
	Iteration 32Q: 3 clusters Score -2.019251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 160554 members 
Entering Unmasked Estep 
Score: -20192518.000000 Penalty: 5953.236328
	Iteration 33Q: 3 clusters Score -2.019252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -20192514.000000 Penalty: 5953.236328
	Iteration 34Q: 3 clusters Score -2.019251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 160566 members 
Entering Unmasked Estep 
Score: -20192518.000000 Penalty: 5953.236328
	Iteration 35Q: 3 clusters Score -2.019252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 160573 members 
Entering Unmasked Estep 
Score: -20192508.000000 Penalty: 5953.236328
	Iteration 36Q: 3 clusters Score -2.019251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -20192516.000000 Penalty: 5953.236328
	Iteration 37Q: 3 clusters Score -2.019252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -20192520.000000 Penalty: 5953.236328
	Iteration 38Q: 3 clusters Score -2.019252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 160588 members 
Entering Unmasked Estep 
Score: -20192516.000000 Penalty: 5953.236328
	Iteration 39Q: 3 clusters Score -2.019252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -20192506.000000 Penalty: 5953.236328
	Iteration 40F: 3 clusters Score -2.019251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 160596 members 
Entering Unmasked Estep 
Score: -20192510.000000 Penalty: 5953.236328
	Iteration 41Q: 3 clusters Score -2.019251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 160603 members 
Entering Unmasked Estep 
Score: -20192514.000000 Penalty: 5953.236328
	Iteration 42Q: 3 clusters Score -2.019251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 160608 members 
Entering Unmasked Estep 
Score: -20192526.000000 Penalty: 5953.236328
	Iteration 43Q: 3 clusters Score -2.019253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -20192536.000000 Penalty: 5953.236328
	Iteration 44Q: 3 clusters Score -2.019254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 160617 members 
Entering Unmasked Estep 
Score: -20192532.000000 Penalty: 5953.236328
	Iteration 45Q: 3 clusters Score -2.019253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -20192534.000000 Penalty: 5953.236328
	Iteration 46Q: 3 clusters Score -2.019253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 160624 members 
Entering Unmasked Estep 
Score: -20192544.000000 Penalty: 5953.236328
	Iteration 47Q: 3 clusters Score -2.019254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -20192544.000000 Penalty: 5953.236328
	Iteration 48Q: 3 clusters Score -2.019254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -20192544.000000 Penalty: 5953.236328
	Iteration 49F: 3 clusters Score -2.019254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181403 members 
Entering Unmasked Estep 
Score: -22213734.000000 Penalty: 3002.902100
	Iteration 0F: 2 clusters Score -2.221373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 90695 members 
Entering Unmasked Estep 
Score: -22094408.000000 Penalty: 6005.804199
	Iteration 0F: 3 clusters Score -2.209441e+07 nChanged 87046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -22145222.000000 Penalty: 6005.804199
	Iteration 1F: 3 clusters Score -2.214522e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -22147418.000000 Penalty: 6005.804199
	Iteration 2Q: 3 clusters Score -2.214742e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -22150674.000000 Penalty: 6005.804199
	Iteration 3Q: 3 clusters Score -2.215067e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -22155574.000000 Penalty: 6005.804199
	Iteration 4F: 3 clusters Score -2.215557e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -22162848.000000 Penalty: 6005.804199
	Iteration 5F: 3 clusters Score -2.216285e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -22172498.000000 Penalty: 6005.804199
	Iteration 6F: 3 clusters Score -2.21725e+07 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -22183940.000000 Penalty: 6005.804199
	Iteration 7F: 3 clusters Score -2.218394e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129326 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -22194544.000000 Penalty: 6005.804199
	Iteration 8F: 3 clusters Score -2.219454e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133853 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -22200020.000000 Penalty: 6005.804199
	Iteration 9Q: 3 clusters Score -2.220002e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136915 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -22202100.000000 Penalty: 6005.804199
	Iteration 10Q: 3 clusters Score -2.22021e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139448 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -22203186.000000 Penalty: 6005.804199
	Iteration 11Q: 3 clusters Score -2.220319e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141815 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -22203946.000000 Penalty: 6005.804199
	Iteration 12Q: 3 clusters Score -2.220395e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -22204820.000000 Penalty: 6005.804199
	Iteration 13Q: 3 clusters Score -2.220482e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146255 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -22205518.000000 Penalty: 6005.804199
	Iteration 14Q: 3 clusters Score -2.220552e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148250 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -22206116.000000 Penalty: 6005.804199
	Iteration 15Q: 3 clusters Score -2.220612e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -22206628.000000 Penalty: 6005.804199
	Iteration 16Q: 3 clusters Score -2.220663e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -22207312.000000 Penalty: 6005.804199
	Iteration 17Q: 3 clusters Score -2.220731e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154005 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -22207876.000000 Penalty: 6005.804199
	Iteration 18Q: 3 clusters Score -2.220788e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155884 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -22208428.000000 Penalty: 6005.804199
	Iteration 19Q: 3 clusters Score -2.220843e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -22208802.000000 Penalty: 6005.804199
	Iteration 20F: 3 clusters Score -2.22088e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -22209264.000000 Penalty: 6005.804199
	Iteration 21Q: 3 clusters Score -2.220926e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -22209714.000000 Penalty: 6005.804199
	Iteration 22Q: 3 clusters Score -2.220971e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163169 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -22210124.000000 Penalty: 6005.804199
	Iteration 23Q: 3 clusters Score -2.221012e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164912 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -22210626.000000 Penalty: 6005.804199
	Iteration 24Q: 3 clusters Score -2.221063e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -22211188.000000 Penalty: 6005.804199
	Iteration 25Q: 3 clusters Score -2.221119e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168144 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -22211556.000000 Penalty: 6005.804199
	Iteration 26Q: 3 clusters Score -2.221156e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -22211918.000000 Penalty: 6005.804199
	Iteration 27Q: 3 clusters Score -2.221192e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -22212242.000000 Penalty: 6005.804199
	Iteration 28Q: 3 clusters Score -2.221224e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171940 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -22212476.000000 Penalty: 6005.804199
	Iteration 29Q: 3 clusters Score -2.221248e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172928 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -22212660.000000 Penalty: 6005.804199
	Iteration 30Q: 3 clusters Score -2.221266e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173786 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -22212756.000000 Penalty: 6005.804199
	Iteration 31Q: 3 clusters Score -2.221276e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -22212818.000000 Penalty: 6005.804199
	Iteration 32Q: 3 clusters Score -2.221282e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175157 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -22212870.000000 Penalty: 6005.804199
	Iteration 33Q: 3 clusters Score -2.221287e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -22212914.000000 Penalty: 6005.804199
	Iteration 34Q: 3 clusters Score -2.221291e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -22212896.000000 Penalty: 6005.804199
	Iteration 35Q: 3 clusters Score -2.22129e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -22212910.000000 Penalty: 6005.804199
	Iteration 36Q: 3 clusters Score -2.221291e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176841 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -22212926.000000 Penalty: 6005.804199
	Iteration 37Q: 3 clusters Score -2.221293e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177066 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -22212942.000000 Penalty: 6005.804199
	Iteration 38Q: 3 clusters Score -2.221294e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177259 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -22213010.000000 Penalty: 6005.804199
	Iteration 39Q: 3 clusters Score -2.221301e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -22212968.000000 Penalty: 6005.804199
	Iteration 40F: 3 clusters Score -2.221297e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177610 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -22212972.000000 Penalty: 6005.804199
	Iteration 41Q: 3 clusters Score -2.221297e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -22212962.000000 Penalty: 6005.804199
	Iteration 42Q: 3 clusters Score -2.221296e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177878 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -22212980.000000 Penalty: 6005.804199
	Iteration 43Q: 3 clusters Score -2.221298e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177985 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22212954.000000 Penalty: 6005.804199
	Iteration 44Q: 3 clusters Score -2.221295e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178060 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -22212960.000000 Penalty: 6005.804199
	Iteration 45Q: 3 clusters Score -2.221296e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178116 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -22212966.000000 Penalty: 6005.804199
	Iteration 46Q: 3 clusters Score -2.221297e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178163 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -22212932.000000 Penalty: 6005.804199
	Iteration 47Q: 3 clusters Score -2.221293e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178220 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -22212932.000000 Penalty: 6005.804199
	Iteration 48Q: 3 clusters Score -2.221293e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22212908.000000 Penalty: 6005.804199
	Iteration 49Q: 3 clusters Score -2.221291e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178314 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22212900.000000 Penalty: 6005.804199
	Iteration 50Q: 3 clusters Score -2.22129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178339 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -22212906.000000 Penalty: 6005.804199
	Iteration 51Q: 3 clusters Score -2.221291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178367 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22212890.000000 Penalty: 6005.804199
	Iteration 52Q: 3 clusters Score -2.221289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178385 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22212888.000000 Penalty: 6005.804199
	Iteration 53Q: 3 clusters Score -2.221289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178398 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -22212882.000000 Penalty: 6005.804199
	Iteration 54Q: 3 clusters Score -2.221288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -22212898.000000 Penalty: 6005.804199
	Iteration 55Q: 3 clusters Score -2.22129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178417 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -22212876.000000 Penalty: 6005.804199
	Iteration 56Q: 3 clusters Score -2.221288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178433 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -22212868.000000 Penalty: 6005.804199
	Iteration 57Q: 3 clusters Score -2.221287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178448 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22212866.000000 Penalty: 6005.804199
	Iteration 58Q: 3 clusters Score -2.221287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178460 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -22212880.000000 Penalty: 6005.804199
	Iteration 59Q: 3 clusters Score -2.221288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178472 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -22212886.000000 Penalty: 6005.804199
	Iteration 60F: 3 clusters Score -2.221289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178484 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22212890.000000 Penalty: 6005.804199
	Iteration 61Q: 3 clusters Score -2.221289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178496 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -22212910.000000 Penalty: 6005.804199
	Iteration 62Q: 3 clusters Score -2.221291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178506 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -22212912.000000 Penalty: 6005.804199
	Iteration 63Q: 3 clusters Score -2.221291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178515 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -22212916.000000 Penalty: 6005.804199
	Iteration 64Q: 3 clusters Score -2.221292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -22212914.000000 Penalty: 6005.804199
	Iteration 65Q: 3 clusters Score -2.221291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178521 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -22212932.000000 Penalty: 6005.804199
	Iteration 66Q: 3 clusters Score -2.221293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178523 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -22212926.000000 Penalty: 6005.804199
	Iteration 67Q: 3 clusters Score -2.221293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178527 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22212938.000000 Penalty: 6005.804199
	Iteration 68Q: 3 clusters Score -2.221294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178530 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -22212936.000000 Penalty: 6005.804199
	Iteration 69Q: 3 clusters Score -2.221294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178533 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -22212924.000000 Penalty: 6005.804199
	Iteration 70Q: 3 clusters Score -2.221292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178538 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -22212912.000000 Penalty: 6005.804199
	Iteration 71Q: 3 clusters Score -2.221291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -22212910.000000 Penalty: 6005.804199
	Iteration 72Q: 3 clusters Score -2.221291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178543 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -22212908.000000 Penalty: 6005.804199
	Iteration 73Q: 3 clusters Score -2.221291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178544 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -22212910.000000 Penalty: 6005.804199
	Iteration 74Q: 3 clusters Score -2.221291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178545 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22212906.000000 Penalty: 6005.804199
	Iteration 75Q: 3 clusters Score -2.221291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178545 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22212906.000000 Penalty: 6005.804199
	Iteration 76F: 3 clusters Score -2.221291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (195743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195743 members 
Entering Unmasked Estep 
Score: -24139932.000000 Penalty: 3021.770264
	Iteration 0F: 2 clusters Score -2.413993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
Score: -24014736.000000 Penalty: 6043.540527
	Iteration 0F: 3 clusters Score -2.401474e+07 nChanged 93952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96178 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -24069658.000000 Penalty: 6043.540527
	Iteration 1F: 3 clusters Score -2.406966e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 100354 members 
Entering Unmasked Estep 
Score: -24070502.000000 Penalty: 6043.540527
	Iteration 2Q: 3 clusters Score -2.40705e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -24071578.000000 Penalty: 6043.540527
	Iteration 3Q: 3 clusters Score -2.407158e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 103427 members 
Entering Unmasked Estep 
Score: -24072880.000000 Penalty: 6043.540527
	Iteration 4Q: 3 clusters Score -2.407288e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -24074236.000000 Penalty: 6043.540527
	Iteration 5Q: 3 clusters Score -2.407424e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85549 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -24076706.000000 Penalty: 6043.540527
	Iteration 6Q: 3 clusters Score -2.407671e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -24080868.000000 Penalty: 6043.540527
	Iteration 7Q: 3 clusters Score -2.408087e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 123331 members 
Entering Unmasked Estep 
Score: -24088148.000000 Penalty: 6043.540527
	Iteration 8F: 3 clusters Score -2.408815e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -24098068.000000 Penalty: 6043.540527
	Iteration 9F: 3 clusters Score -2.409807e+07 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -24108576.000000 Penalty: 6043.540527
	Iteration 10F: 3 clusters Score -2.410858e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 144992 members 
Entering Unmasked Estep 
Score: -24115558.000000 Penalty: 6043.540527
	Iteration 11F: 3 clusters Score -2.411556e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -24119088.000000 Penalty: 6043.540527
	Iteration 12Q: 3 clusters Score -2.411909e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -24121248.000000 Penalty: 6043.540527
	Iteration 13Q: 3 clusters Score -2.412125e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -24123260.000000 Penalty: 6043.540527
	Iteration 14Q: 3 clusters Score -2.412326e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 160598 members 
Entering Unmasked Estep 
Score: -24125056.000000 Penalty: 6043.540527
	Iteration 15Q: 3 clusters Score -2.412506e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -24126888.000000 Penalty: 6043.540527
	Iteration 16Q: 3 clusters Score -2.412689e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 168001 members 
Entering Unmasked Estep 
Score: -24128674.000000 Penalty: 6043.540527
	Iteration 17Q: 3 clusters Score -2.412867e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -24130072.000000 Penalty: 6043.540527
	Iteration 18Q: 3 clusters Score -2.413007e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -24131382.000000 Penalty: 6043.540527
	Iteration 19Q: 3 clusters Score -2.413138e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 177243 members 
Entering Unmasked Estep 
Score: -24132264.000000 Penalty: 6043.540527
	Iteration 20F: 3 clusters Score -2.413226e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 179752 members 
Entering Unmasked Estep 
Score: -24133186.000000 Penalty: 6043.540527
	Iteration 21Q: 3 clusters Score -2.413319e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -24133946.000000 Penalty: 6043.540527
	Iteration 22Q: 3 clusters Score -2.413395e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 183879 members 
Entering Unmasked Estep 
Score: -24134460.000000 Penalty: 6043.540527
	Iteration 23Q: 3 clusters Score -2.413446e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 185571 members 
Entering Unmasked Estep 
Score: -24134898.000000 Penalty: 6043.540527
	Iteration 24Q: 3 clusters Score -2.41349e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 187035 members 
Entering Unmasked Estep 
Score: -24135248.000000 Penalty: 6043.540527
	Iteration 25Q: 3 clusters Score -2.413525e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 188304 members 
Entering Unmasked Estep 
Score: -24135754.000000 Penalty: 6043.540527
	Iteration 26Q: 3 clusters Score -2.413575e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 189426 members 
Entering Unmasked Estep 
Score: -24136090.000000 Penalty: 6043.540527
	Iteration 27Q: 3 clusters Score -2.413609e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 190381 members 
Entering Unmasked Estep 
Score: -24136282.000000 Penalty: 6043.540527
	Iteration 28Q: 3 clusters Score -2.413628e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 191227 members 
Entering Unmasked Estep 
Score: -24136524.000000 Penalty: 6043.540527
	Iteration 29Q: 3 clusters Score -2.413652e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 191923 members 
Entering Unmasked Estep 
Score: -24136630.000000 Penalty: 6043.540527
	Iteration 30Q: 3 clusters Score -2.413663e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 192464 members 
Entering Unmasked Estep 
Score: -24136830.000000 Penalty: 6043.540527
	Iteration 31Q: 3 clusters Score -2.413683e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 192893 members 
Entering Unmasked Estep 
Score: -24136982.000000 Penalty: 6043.540527
	Iteration 32Q: 3 clusters Score -2.413698e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
Score: -24137058.000000 Penalty: 6043.540527
	Iteration 33Q: 3 clusters Score -2.413706e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 193551 members 
Entering Unmasked Estep 
Score: -24137120.000000 Penalty: 6043.540527
	Iteration 34Q: 3 clusters Score -2.413712e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -24137186.000000 Penalty: 6043.540527
	Iteration 35Q: 3 clusters Score -2.413719e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 194006 members 
Entering Unmasked Estep 
Score: -24137244.000000 Penalty: 6043.540527
	Iteration 36Q: 3 clusters Score -2.413724e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 194174 members 
Entering Unmasked Estep 
Score: -24137262.000000 Penalty: 6043.540527
	Iteration 37Q: 3 clusters Score -2.413726e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -24137300.000000 Penalty: 6043.540527
	Iteration 38Q: 3 clusters Score -2.41373e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -24137332.000000 Penalty: 6043.540527
	Iteration 39Q: 3 clusters Score -2.413733e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
Score: -24137374.000000 Penalty: 6043.540527
	Iteration 40F: 3 clusters Score -2.413737e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 194595 members 
Entering Unmasked Estep 
Score: -24137430.000000 Penalty: 6043.540527
	Iteration 41Q: 3 clusters Score -2.413743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 194653 members 
Entering Unmasked Estep 
Score: -24137464.000000 Penalty: 6043.540527
	Iteration 42Q: 3 clusters Score -2.413746e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 194698 members 
Entering Unmasked Estep 
Score: -24137438.000000 Penalty: 6043.540527
	Iteration 43Q: 3 clusters Score -2.413744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 194737 members 
Entering Unmasked Estep 
Score: -24137452.000000 Penalty: 6043.540527
	Iteration 44Q: 3 clusters Score -2.413745e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 194778 members 
Entering Unmasked Estep 
Score: -24137462.000000 Penalty: 6043.540527
	Iteration 45Q: 3 clusters Score -2.413746e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 194808 members 
Entering Unmasked Estep 
Score: -24137472.000000 Penalty: 6043.540527
	Iteration 46Q: 3 clusters Score -2.413747e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 194839 members 
Entering Unmasked Estep 
Score: -24137482.000000 Penalty: 6043.540527
	Iteration 47Q: 3 clusters Score -2.413748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 194865 members 
Entering Unmasked Estep 
Score: -24137468.000000 Penalty: 6043.540527
	Iteration 48Q: 3 clusters Score -2.413747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 194888 members 
Entering Unmasked Estep 
Score: -24137482.000000 Penalty: 6043.540527
	Iteration 49Q: 3 clusters Score -2.413748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 194915 members 
Entering Unmasked Estep 
Score: -24137474.000000 Penalty: 6043.540527
	Iteration 50Q: 3 clusters Score -2.413747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 194932 members 
Entering Unmasked Estep 
Score: -24137466.000000 Penalty: 6043.540527
	Iteration 51Q: 3 clusters Score -2.413747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 194939 members 
Entering Unmasked Estep 
Score: -24137478.000000 Penalty: 6043.540527
	Iteration 52Q: 3 clusters Score -2.413748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -24137492.000000 Penalty: 6043.540527
	Iteration 53Q: 3 clusters Score -2.413749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 194948 members 
Entering Unmasked Estep 
Score: -24137498.000000 Penalty: 6043.540527
	Iteration 54Q: 3 clusters Score -2.41375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 194953 members 
Entering Unmasked Estep 
Score: -24137488.000000 Penalty: 6043.540527
	Iteration 55Q: 3 clusters Score -2.413749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -24137516.000000 Penalty: 6043.540527
	Iteration 56Q: 3 clusters Score -2.413752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -24137508.000000 Penalty: 6043.540527
	Iteration 57Q: 3 clusters Score -2.413751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 194984 members 
Entering Unmasked Estep 
Score: -24137510.000000 Penalty: 6043.540527
	Iteration 58Q: 3 clusters Score -2.413751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 194992 members 
Entering Unmasked Estep 
Score: -24137518.000000 Penalty: 6043.540527
	Iteration 59Q: 3 clusters Score -2.413752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 194998 members 
Entering Unmasked Estep 
Score: -24137504.000000 Penalty: 6043.540527
	Iteration 60F: 3 clusters Score -2.41375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 195007 members 
Entering Unmasked Estep 
Score: -24137514.000000 Penalty: 6043.540527
	Iteration 61Q: 3 clusters Score -2.413751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -24137508.000000 Penalty: 6043.540527
	Iteration 62Q: 3 clusters Score -2.413751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 195025 members 
Entering Unmasked Estep 
Score: -24137514.000000 Penalty: 6043.540527
	Iteration 63Q: 3 clusters Score -2.413751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 195030 members 
Entering Unmasked Estep 
Score: -24137514.000000 Penalty: 6043.540527
	Iteration 64Q: 3 clusters Score -2.413751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -24137508.000000 Penalty: 6043.540527
	Iteration 65Q: 3 clusters Score -2.413751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 195034 members 
Entering Unmasked Estep 
Score: -24137504.000000 Penalty: 6043.540527
	Iteration 66Q: 3 clusters Score -2.41375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -24137508.000000 Penalty: 6043.540527
	Iteration 67Q: 3 clusters Score -2.413751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 195033 members 
Entering Unmasked Estep 
Score: -24137508.000000 Penalty: 6043.540527
	Iteration 68F: 3 clusters Score -2.413751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Entering Unmasked Estep 
Score: -11741950.000000 Penalty: 2841.330811
	Iteration 0F: 2 clusters Score -1.174195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -11678823.000000 Penalty: 5682.661621
	Iteration 0F: 3 clusters Score -1.167882e+07 nChanged 44635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -11704307.000000 Penalty: 5682.661621
	Iteration 1F: 3 clusters Score -1.170431e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -11705065.000000 Penalty: 5682.661621
	Iteration 2Q: 3 clusters Score -1.170506e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -11705762.000000 Penalty: 5682.661621
	Iteration 3Q: 3 clusters Score -1.170576e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -11706372.000000 Penalty: 5682.661621
	Iteration 4Q: 3 clusters Score -1.170637e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -11707067.000000 Penalty: 5682.661621
	Iteration 5Q: 3 clusters Score -1.170707e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -11707895.000000 Penalty: 5682.661621
	Iteration 6Q: 3 clusters Score -1.17079e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -11708937.000000 Penalty: 5682.661621
	Iteration 7Q: 3 clusters Score -1.170894e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -11710257.000000 Penalty: 5682.661621
	Iteration 8Q: 3 clusters Score -1.171026e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -11711897.000000 Penalty: 5682.661621
	Iteration 9Q: 3 clusters Score -1.17119e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -11714081.000000 Penalty: 5682.661621
	Iteration 10Q: 3 clusters Score -1.171408e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -11716755.000000 Penalty: 5682.661621
	Iteration 11Q: 3 clusters Score -1.171676e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -11720073.000000 Penalty: 5682.661621
	Iteration 12F: 3 clusters Score -1.172007e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -11723211.000000 Penalty: 5682.661621
	Iteration 13F: 3 clusters Score -1.172321e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -11725434.000000 Penalty: 5682.661621
	Iteration 14Q: 3 clusters Score -1.172543e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -11726647.000000 Penalty: 5682.661621
	Iteration 15Q: 3 clusters Score -1.172665e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -11727040.000000 Penalty: 5682.661621
	Iteration 16Q: 3 clusters Score -1.172704e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -11727351.000000 Penalty: 5682.661621
	Iteration 17Q: 3 clusters Score -1.172735e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -11727527.000000 Penalty: 5682.661621
	Iteration 18Q: 3 clusters Score -1.172753e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -11727660.000000 Penalty: 5682.661621
	Iteration 19Q: 3 clusters Score -1.172766e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -11727895.000000 Penalty: 5682.661621
	Iteration 20F: 3 clusters Score -1.17279e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -11728057.000000 Penalty: 5682.661621
	Iteration 21Q: 3 clusters Score -1.172806e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -11728241.000000 Penalty: 5682.661621
	Iteration 22Q: 3 clusters Score -1.172824e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -11728388.000000 Penalty: 5682.661621
	Iteration 23Q: 3 clusters Score -1.172839e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -11728534.000000 Penalty: 5682.661621
	Iteration 24Q: 3 clusters Score -1.172853e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -11728582.000000 Penalty: 5682.661621
	Iteration 25Q: 3 clusters Score -1.172858e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -11728701.000000 Penalty: 5682.661621
	Iteration 26Q: 3 clusters Score -1.17287e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -11728895.000000 Penalty: 5682.661621
	Iteration 27Q: 3 clusters Score -1.17289e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -11729079.000000 Penalty: 5682.661621
	Iteration 28Q: 3 clusters Score -1.172908e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -11729287.000000 Penalty: 5682.661621
	Iteration 29Q: 3 clusters Score -1.172929e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -11729515.000000 Penalty: 5682.661621
	Iteration 30Q: 3 clusters Score -1.172952e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -11729718.000000 Penalty: 5682.661621
	Iteration 31Q: 3 clusters Score -1.172972e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -11729941.000000 Penalty: 5682.661621
	Iteration 32Q: 3 clusters Score -1.172994e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -11730191.000000 Penalty: 5682.661621
	Iteration 33Q: 3 clusters Score -1.173019e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -11730436.000000 Penalty: 5682.661621
	Iteration 34Q: 3 clusters Score -1.173044e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -11730757.000000 Penalty: 5682.661621
	Iteration 35Q: 3 clusters Score -1.173076e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -11731047.000000 Penalty: 5682.661621
	Iteration 36Q: 3 clusters Score -1.173105e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -11731366.000000 Penalty: 5682.661621
	Iteration 37Q: 3 clusters Score -1.173137e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -11731747.000000 Penalty: 5682.661621
	Iteration 38Q: 3 clusters Score -1.173175e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 74749 members 
Entering Unmasked Estep 
Score: -11732141.000000 Penalty: 5682.661621
	Iteration 39Q: 3 clusters Score -1.173214e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -11732602.000000 Penalty: 5682.661621
	Iteration 40F: 3 clusters Score -1.17326e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -11733044.000000 Penalty: 5682.661621
	Iteration 41Q: 3 clusters Score -1.173304e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -11733516.000000 Penalty: 5682.661621
	Iteration 42Q: 3 clusters Score -1.173352e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 79892 members 
Entering Unmasked Estep 
Score: -11734024.000000 Penalty: 5682.661621
	Iteration 43Q: 3 clusters Score -1.173402e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -11734452.000000 Penalty: 5682.661621
	Iteration 44Q: 3 clusters Score -1.173445e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -11734938.000000 Penalty: 5682.661621
	Iteration 45Q: 3 clusters Score -1.173494e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -11735413.000000 Penalty: 5682.661621
	Iteration 46Q: 3 clusters Score -1.173541e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -11735875.000000 Penalty: 5682.661621
	Iteration 47Q: 3 clusters Score -1.173588e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -11736285.000000 Penalty: 5682.661621
	Iteration 48Q: 3 clusters Score -1.173628e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -11736726.000000 Penalty: 5682.661621
	Iteration 49Q: 3 clusters Score -1.173673e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -11737163.000000 Penalty: 5682.661621
	Iteration 50Q: 3 clusters Score -1.173716e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11737519.000000 Penalty: 5682.661621
	Iteration 51Q: 3 clusters Score -1.173752e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 89504 members 
Entering Unmasked Estep 
Score: -11737804.000000 Penalty: 5682.661621
	Iteration 52Q: 3 clusters Score -1.17378e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -11738061.000000 Penalty: 5682.661621
	Iteration 53Q: 3 clusters Score -1.173806e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -11738298.000000 Penalty: 5682.661621
	Iteration 54Q: 3 clusters Score -1.17383e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -11738556.000000 Penalty: 5682.661621
	Iteration 55Q: 3 clusters Score -1.173856e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 91652 members 
Entering Unmasked Estep 
Score: -11738748.000000 Penalty: 5682.661621
	Iteration 56Q: 3 clusters Score -1.173875e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -11738914.000000 Penalty: 5682.661621
	Iteration 57Q: 3 clusters Score -1.173891e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 92254 members 
Entering Unmasked Estep 
Score: -11739004.000000 Penalty: 5682.661621
	Iteration 58Q: 3 clusters Score -1.1739e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -11739093.000000 Penalty: 5682.661621
	Iteration 59Q: 3 clusters Score -1.173909e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 92642 members 
Entering Unmasked Estep 
Score: -11739163.000000 Penalty: 5682.661621
	Iteration 60F: 3 clusters Score -1.173916e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -11739198.000000 Penalty: 5682.661621
	Iteration 61Q: 3 clusters Score -1.17392e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -11739233.000000 Penalty: 5682.661621
	Iteration 62Q: 3 clusters Score -1.173923e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -11739267.000000 Penalty: 5682.661621
	Iteration 63Q: 3 clusters Score -1.173927e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -11739284.000000 Penalty: 5682.661621
	Iteration 64Q: 3 clusters Score -1.173928e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 93111 members 
Entering Unmasked Estep 
Score: -11739329.000000 Penalty: 5682.661621
	Iteration 65Q: 3 clusters Score -1.173933e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -11739349.000000 Penalty: 5682.661621
	Iteration 66Q: 3 clusters Score -1.173935e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -11739391.000000 Penalty: 5682.661621
	Iteration 67Q: 3 clusters Score -1.173939e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -11739382.000000 Penalty: 5682.661621
	Iteration 68Q: 3 clusters Score -1.173938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 93263 members 
Entering Unmasked Estep 
Score: -11739394.000000 Penalty: 5682.661621
	Iteration 69Q: 3 clusters Score -1.173939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -11739405.000000 Penalty: 5682.661621
	Iteration 70Q: 3 clusters Score -1.17394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -11739429.000000 Penalty: 5682.661621
	Iteration 71Q: 3 clusters Score -1.173943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 93342 members 
Entering Unmasked Estep 
Score: -11739433.000000 Penalty: 5682.661621
	Iteration 72Q: 3 clusters Score -1.173943e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -11739447.000000 Penalty: 5682.661621
	Iteration 73Q: 3 clusters Score -1.173945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -11739454.000000 Penalty: 5682.661621
	Iteration 74Q: 3 clusters Score -1.173945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -11739471.000000 Penalty: 5682.661621
	Iteration 75Q: 3 clusters Score -1.173947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 93422 members 
Entering Unmasked Estep 
Score: -11739479.000000 Penalty: 5682.661621
	Iteration 76Q: 3 clusters Score -1.173948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -11739484.000000 Penalty: 5682.661621
	Iteration 77Q: 3 clusters Score -1.173948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -11739493.000000 Penalty: 5682.661621
	Iteration 78Q: 3 clusters Score -1.173949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -11739503.000000 Penalty: 5682.661621
	Iteration 79Q: 3 clusters Score -1.17395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 93484 members 
Entering Unmasked Estep 
Score: -11739502.000000 Penalty: 5682.661621
	Iteration 80F: 3 clusters Score -1.17395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -11739506.000000 Penalty: 5682.661621
	Iteration 81Q: 3 clusters Score -1.173951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -11739506.000000 Penalty: 5682.661621
	Iteration 82Q: 3 clusters Score -1.173951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -11739520.000000 Penalty: 5682.661621
	Iteration 83Q: 3 clusters Score -1.173952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -11739512.000000 Penalty: 5682.661621
	Iteration 84Q: 3 clusters Score -1.173951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -11739524.000000 Penalty: 5682.661621
	Iteration 85Q: 3 clusters Score -1.173952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -11739532.000000 Penalty: 5682.661621
	Iteration 86Q: 3 clusters Score -1.173953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -11739527.000000 Penalty: 5682.661621
	Iteration 87Q: 3 clusters Score -1.173953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 93536 members 
Entering Unmasked Estep 
Score: -11739543.000000 Penalty: 5682.661621
	Iteration 88Q: 3 clusters Score -1.173954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -11739544.000000 Penalty: 5682.661621
	Iteration 89Q: 3 clusters Score -1.173954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -11739555.000000 Penalty: 5682.661621
	Iteration 90Q: 3 clusters Score -1.173956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -11739551.000000 Penalty: 5682.661621
	Iteration 91Q: 3 clusters Score -1.173955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -11739549.000000 Penalty: 5682.661621
	Iteration 92Q: 3 clusters Score -1.173955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -11739554.000000 Penalty: 5682.661621
	Iteration 93Q: 3 clusters Score -1.173955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -11739555.000000 Penalty: 5682.661621
	Iteration 94Q: 3 clusters Score -1.173956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -11739555.000000 Penalty: 5682.661621
	Iteration 95F: 3 clusters Score -1.173956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166009 members 
Entering Unmasked Estep 
Score: -20316008.000000 Penalty: 2980.909668
	Iteration 0F: 2 clusters Score -2.031601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -20205404.000000 Penalty: 5961.819336
	Iteration 0F: 3 clusters Score -2.02054e+07 nChanged 79636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -20251900.000000 Penalty: 5961.819336
	Iteration 1F: 3 clusters Score -2.02519e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -20252504.000000 Penalty: 5961.819336
	Iteration 2Q: 3 clusters Score -2.02525e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -20253408.000000 Penalty: 5961.819336
	Iteration 3Q: 3 clusters Score -2.025341e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -20254280.000000 Penalty: 5961.819336
	Iteration 4Q: 3 clusters Score -2.025428e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 80648 members 
Entering Unmasked Estep 
Score: -20255384.000000 Penalty: 5961.819336
	Iteration 5Q: 3 clusters Score -2.025538e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -20257038.000000 Penalty: 5961.819336
	Iteration 6Q: 3 clusters Score -2.025704e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -20260016.000000 Penalty: 5961.819336
	Iteration 7Q: 3 clusters Score -2.026002e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -20264586.000000 Penalty: 5961.819336
	Iteration 8Q: 3 clusters Score -2.026459e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -20273102.000000 Penalty: 5961.819336
	Iteration 9F: 3 clusters Score -2.02731e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -20283520.000000 Penalty: 5961.819336
	Iteration 10F: 3 clusters Score -2.028352e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -20290774.000000 Penalty: 5961.819336
	Iteration 11F: 3 clusters Score -2.029077e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -20293948.000000 Penalty: 5961.819336
	Iteration 12Q: 3 clusters Score -2.029395e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -20295338.000000 Penalty: 5961.819336
	Iteration 13Q: 3 clusters Score -2.029534e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -20296376.000000 Penalty: 5961.819336
	Iteration 14Q: 3 clusters Score -2.029638e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -20297292.000000 Penalty: 5961.819336
	Iteration 15Q: 3 clusters Score -2.029729e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -20298456.000000 Penalty: 5961.819336
	Iteration 16Q: 3 clusters Score -2.029846e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Mstep: Class 2 contains 85314 members 
Entering Unmasked Estep 
Score: -20299846.000000 Penalty: 5961.819336
	Iteration 17Q: 3 clusters Score -2.029985e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -20301220.000000 Penalty: 5961.819336
	Iteration 18Q: 3 clusters Score -2.030122e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -20302950.000000 Penalty: 5961.819336
	Iteration 19Q: 3 clusters Score -2.030295e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -20304568.000000 Penalty: 5961.819336
	Iteration 20F: 3 clusters Score -2.030457e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70936 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -20306110.000000 Penalty: 5961.819336
	Iteration 21Q: 3 clusters Score -2.030611e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -20307252.000000 Penalty: 5961.819336
	Iteration 22Q: 3 clusters Score -2.030725e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -20308156.000000 Penalty: 5961.819336
	Iteration 23Q: 3 clusters Score -2.030816e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -20308790.000000 Penalty: 5961.819336
	Iteration 24Q: 3 clusters Score -2.030879e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -20309226.000000 Penalty: 5961.819336
	Iteration 25Q: 3 clusters Score -2.030923e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -20309504.000000 Penalty: 5961.819336
	Iteration 26Q: 3 clusters Score -2.03095e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -20309832.000000 Penalty: 5961.819336
	Iteration 27Q: 3 clusters Score -2.030983e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -20309942.000000 Penalty: 5961.819336
	Iteration 28Q: 3 clusters Score -2.030994e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -20310080.000000 Penalty: 5961.819336
	Iteration 29Q: 3 clusters Score -2.031008e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -20310268.000000 Penalty: 5961.819336
	Iteration 30Q: 3 clusters Score -2.031027e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 109597 members 
Entering Unmasked Estep 
Score: -20310376.000000 Penalty: 5961.819336
	Iteration 31Q: 3 clusters Score -2.031038e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -20310524.000000 Penalty: 5961.819336
	Iteration 32Q: 3 clusters Score -2.031052e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -20310678.000000 Penalty: 5961.819336
	Iteration 33Q: 3 clusters Score -2.031068e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -20310894.000000 Penalty: 5961.819336
	Iteration 34Q: 3 clusters Score -2.031089e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -20311044.000000 Penalty: 5961.819336
	Iteration 35Q: 3 clusters Score -2.031104e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -20311286.000000 Penalty: 5961.819336
	Iteration 36Q: 3 clusters Score -2.031129e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 116090 members 
Entering Unmasked Estep 
Score: -20311484.000000 Penalty: 5961.819336
	Iteration 37Q: 3 clusters Score -2.031148e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 117088 members 
Entering Unmasked Estep 
Score: -20311620.000000 Penalty: 5961.819336
	Iteration 38Q: 3 clusters Score -2.031162e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 118094 members 
Entering Unmasked Estep 
Score: -20311816.000000 Penalty: 5961.819336
	Iteration 39Q: 3 clusters Score -2.031182e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 119069 members 
Entering Unmasked Estep 
Score: -20311932.000000 Penalty: 5961.819336
	Iteration 40F: 3 clusters Score -2.031193e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 120036 members 
Entering Unmasked Estep 
Score: -20311992.000000 Penalty: 5961.819336
	Iteration 41Q: 3 clusters Score -2.031199e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -20312134.000000 Penalty: 5961.819336
	Iteration 42Q: 3 clusters Score -2.031213e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 121993 members 
Entering Unmasked Estep 
Score: -20312306.000000 Penalty: 5961.819336
	Iteration 43Q: 3 clusters Score -2.031231e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 122943 members 
Entering Unmasked Estep 
Score: -20312358.000000 Penalty: 5961.819336
	Iteration 44Q: 3 clusters Score -2.031236e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 123891 members 
Entering Unmasked Estep 
Score: -20312576.000000 Penalty: 5961.819336
	Iteration 45Q: 3 clusters Score -2.031258e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -20312746.000000 Penalty: 5961.819336
	Iteration 46Q: 3 clusters Score -2.031275e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 125666 members 
Entering Unmasked Estep 
Score: -20312846.000000 Penalty: 5961.819336
	Iteration 47Q: 3 clusters Score -2.031285e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 126534 members 
Entering Unmasked Estep 
Score: -20312940.000000 Penalty: 5961.819336
	Iteration 48Q: 3 clusters Score -2.031294e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 127408 members 
Entering Unmasked Estep 
Score: -20313098.000000 Penalty: 5961.819336
	Iteration 49Q: 3 clusters Score -2.03131e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 128236 members 
Entering Unmasked Estep 
Score: -20313274.000000 Penalty: 5961.819336
	Iteration 50Q: 3 clusters Score -2.031327e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 129035 members 
Entering Unmasked Estep 
Score: -20313370.000000 Penalty: 5961.819336
	Iteration 51Q: 3 clusters Score -2.031337e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 129758 members 
Entering Unmasked Estep 
Score: -20313424.000000 Penalty: 5961.819336
	Iteration 52Q: 3 clusters Score -2.031342e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -20313466.000000 Penalty: 5961.819336
	Iteration 53Q: 3 clusters Score -2.031347e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 131207 members 
Entering Unmasked Estep 
Score: -20313494.000000 Penalty: 5961.819336
	Iteration 54Q: 3 clusters Score -2.031349e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -20313602.000000 Penalty: 5961.819336
	Iteration 55Q: 3 clusters Score -2.03136e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 132619 members 
Entering Unmasked Estep 
Score: -20313788.000000 Penalty: 5961.819336
	Iteration 56Q: 3 clusters Score -2.031379e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 133336 members 
Entering Unmasked Estep 
Score: -20313850.000000 Penalty: 5961.819336
	Iteration 57Q: 3 clusters Score -2.031385e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
Score: -20313976.000000 Penalty: 5961.819336
	Iteration 58Q: 3 clusters Score -2.031398e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 134727 members 
Entering Unmasked Estep 
Score: -20314048.000000 Penalty: 5961.819336
	Iteration 59Q: 3 clusters Score -2.031405e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -20314180.000000 Penalty: 5961.819336
	Iteration 60F: 3 clusters Score -2.031418e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 136000 members 
Entering Unmasked Estep 
Score: -20314270.000000 Penalty: 5961.819336
	Iteration 61Q: 3 clusters Score -2.031427e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -20314330.000000 Penalty: 5961.819336
	Iteration 62Q: 3 clusters Score -2.031433e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -20314414.000000 Penalty: 5961.819336
	Iteration 63Q: 3 clusters Score -2.031441e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -20314496.000000 Penalty: 5961.819336
	Iteration 64Q: 3 clusters Score -2.03145e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 138370 members 
Entering Unmasked Estep 
Score: -20314512.000000 Penalty: 5961.819336
	Iteration 65Q: 3 clusters Score -2.031451e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 138915 members 
Entering Unmasked Estep 
Score: -20314606.000000 Penalty: 5961.819336
	Iteration 66Q: 3 clusters Score -2.031461e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -20314682.000000 Penalty: 5961.819336
	Iteration 67Q: 3 clusters Score -2.031468e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -20314736.000000 Penalty: 5961.819336
	Iteration 68Q: 3 clusters Score -2.031474e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 140446 members 
Entering Unmasked Estep 
Score: -20314742.000000 Penalty: 5961.819336
	Iteration 69Q: 3 clusters Score -2.031474e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 140880 members 
Entering Unmasked Estep 
Score: -20314760.000000 Penalty: 5961.819336
	Iteration 70Q: 3 clusters Score -2.031476e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 141296 members 
Entering Unmasked Estep 
Score: -20314818.000000 Penalty: 5961.819336
	Iteration 71Q: 3 clusters Score -2.031482e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 141693 members 
Entering Unmasked Estep 
Score: -20314816.000000 Penalty: 5961.819336
	Iteration 72Q: 3 clusters Score -2.031482e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -20314874.000000 Penalty: 5961.819336
	Iteration 73Q: 3 clusters Score -2.031487e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -20314916.000000 Penalty: 5961.819336
	Iteration 74Q: 3 clusters Score -2.031492e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -20314930.000000 Penalty: 5961.819336
	Iteration 75Q: 3 clusters Score -2.031493e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -20314954.000000 Penalty: 5961.819336
	Iteration 76Q: 3 clusters Score -2.031495e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -20314980.000000 Penalty: 5961.819336
	Iteration 77Q: 3 clusters Score -2.031498e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -20315008.000000 Penalty: 5961.819336
	Iteration 78Q: 3 clusters Score -2.031501e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 144199 members 
Entering Unmasked Estep 
Score: -20315032.000000 Penalty: 5961.819336
	Iteration 79Q: 3 clusters Score -2.031503e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 144498 members 
Entering Unmasked Estep 
Score: -20315112.000000 Penalty: 5961.819336
	Iteration 80F: 3 clusters Score -2.031511e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 144820 members 
Entering Unmasked Estep 
Score: -20315182.000000 Penalty: 5961.819336
	Iteration 81Q: 3 clusters Score -2.031518e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 145150 members 
Entering Unmasked Estep 
Score: -20315194.000000 Penalty: 5961.819336
	Iteration 82Q: 3 clusters Score -2.031519e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 145495 members 
Entering Unmasked Estep 
Score: -20315170.000000 Penalty: 5961.819336
	Iteration 83Q: 3 clusters Score -2.031517e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -20315244.000000 Penalty: 5961.819336
	Iteration 84Q: 3 clusters Score -2.031524e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -20315294.000000 Penalty: 5961.819336
	Iteration 85Q: 3 clusters Score -2.031529e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -20315296.000000 Penalty: 5961.819336
	Iteration 86Q: 3 clusters Score -2.03153e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -20315272.000000 Penalty: 5961.819336
	Iteration 87Q: 3 clusters Score -2.031527e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -20315244.000000 Penalty: 5961.819336
	Iteration 88Q: 3 clusters Score -2.031524e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 147200 members 
Entering Unmasked Estep 
Score: -20315276.000000 Penalty: 5961.819336
	Iteration 89Q: 3 clusters Score -2.031528e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 147470 members 
Entering Unmasked Estep 
Score: -20315332.000000 Penalty: 5961.819336
	Iteration 90Q: 3 clusters Score -2.031533e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 147710 members 
Entering Unmasked Estep 
Score: -20315354.000000 Penalty: 5961.819336
	Iteration 91Q: 3 clusters Score -2.031535e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 147969 members 
Entering Unmasked Estep 
Score: -20315450.000000 Penalty: 5961.819336
	Iteration 92Q: 3 clusters Score -2.031545e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -20315468.000000 Penalty: 5961.819336
	Iteration 93Q: 3 clusters Score -2.031547e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -20315474.000000 Penalty: 5961.819336
	Iteration 94Q: 3 clusters Score -2.031547e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -20315486.000000 Penalty: 5961.819336
	Iteration 95Q: 3 clusters Score -2.031549e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -20315508.000000 Penalty: 5961.819336
	Iteration 96Q: 3 clusters Score -2.031551e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -20315506.000000 Penalty: 5961.819336
	Iteration 97Q: 3 clusters Score -2.031551e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 149273 members 
Entering Unmasked Estep 
Score: -20315454.000000 Penalty: 5961.819336
	Iteration 98Q: 3 clusters Score -2.031545e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 149436 members 
Entering Unmasked Estep 
Score: -20315472.000000 Penalty: 5961.819336
	Iteration 99Q: 3 clusters Score -2.031547e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 149587 members 
Entering Unmasked Estep 
Score: -20315486.000000 Penalty: 5961.819336
	Iteration 100F: 3 clusters Score -2.031549e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -20315498.000000 Penalty: 5961.819336
	Iteration 101Q: 3 clusters Score -2.03155e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 149918 members 
Entering Unmasked Estep 
Score: -20315498.000000 Penalty: 5961.819336
	Iteration 102Q: 3 clusters Score -2.03155e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 150074 members 
Entering Unmasked Estep 
Score: -20315482.000000 Penalty: 5961.819336
	Iteration 103Q: 3 clusters Score -2.031548e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 150213 members 
Entering Unmasked Estep 
Score: -20315440.000000 Penalty: 5961.819336
	Iteration 104Q: 3 clusters Score -2.031544e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 150320 members 
Entering Unmasked Estep 
Score: -20315502.000000 Penalty: 5961.819336
	Iteration 105Q: 3 clusters Score -2.03155e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -20315476.000000 Penalty: 5961.819336
	Iteration 106Q: 3 clusters Score -2.031548e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 150557 members 
Entering Unmasked Estep 
Score: -20315508.000000 Penalty: 5961.819336
	Iteration 107Q: 3 clusters Score -2.031551e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -20315544.000000 Penalty: 5961.819336
	Iteration 108Q: 3 clusters Score -2.031554e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 150780 members 
Entering Unmasked Estep 
Score: -20315534.000000 Penalty: 5961.819336
	Iteration 109Q: 3 clusters Score -2.031553e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -20315606.000000 Penalty: 5961.819336
	Iteration 110Q: 3 clusters Score -2.031561e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 111Q: 3 clusters Score -2.031558e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -20315546.000000 Penalty: 5961.819336
	Iteration 112Q: 3 clusters Score -2.031555e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -20315592.000000 Penalty: 5961.819336
	Iteration 113Q: 3 clusters Score -2.031559e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 151310 members 
Entering Unmasked Estep 
Score: -20315622.000000 Penalty: 5961.819336
	Iteration 114Q: 3 clusters Score -2.031562e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 151416 members 
Entering Unmasked Estep 
Score: -20315562.000000 Penalty: 5961.819336
	Iteration 115Q: 3 clusters Score -2.031556e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -20315558.000000 Penalty: 5961.819336
	Iteration 116Q: 3 clusters Score -2.031556e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -20315538.000000 Penalty: 5961.819336
	Iteration 117Q: 3 clusters Score -2.031554e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -20315544.000000 Penalty: 5961.819336
	Iteration 118Q: 3 clusters Score -2.031554e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 151815 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 119Q: 3 clusters Score -2.031552e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 151919 members 
Entering Unmasked Estep 
Score: -20315494.000000 Penalty: 5961.819336
	Iteration 120F: 3 clusters Score -2.031549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -20315558.000000 Penalty: 5961.819336
	Iteration 121Q: 3 clusters Score -2.031556e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -20315570.000000 Penalty: 5961.819336
	Iteration 122Q: 3 clusters Score -2.031557e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 152257 members 
Entering Unmasked Estep 
Score: -20315590.000000 Penalty: 5961.819336
	Iteration 123Q: 3 clusters Score -2.031559e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 152367 members 
Entering Unmasked Estep 
Score: -20315616.000000 Penalty: 5961.819336
	Iteration 124Q: 3 clusters Score -2.031562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -20315622.000000 Penalty: 5961.819336
	Iteration 125Q: 3 clusters Score -2.031562e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -20315600.000000 Penalty: 5961.819336
	Iteration 126Q: 3 clusters Score -2.03156e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -20315586.000000 Penalty: 5961.819336
	Iteration 127Q: 3 clusters Score -2.031559e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -20315602.000000 Penalty: 5961.819336
	Iteration 128Q: 3 clusters Score -2.03156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 152749 members 
Entering Unmasked Estep 
Score: -20315598.000000 Penalty: 5961.819336
	Iteration 129Q: 3 clusters Score -2.03156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -20315612.000000 Penalty: 5961.819336
	Iteration 130Q: 3 clusters Score -2.031561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -20315632.000000 Penalty: 5961.819336
	Iteration 131Q: 3 clusters Score -2.031563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 152868 members 
Entering Unmasked Estep 
Score: -20315608.000000 Penalty: 5961.819336
	Iteration 132Q: 3 clusters Score -2.031561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -20315598.000000 Penalty: 5961.819336
	Iteration 133Q: 3 clusters Score -2.03156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -20315580.000000 Penalty: 5961.819336
	Iteration 134Q: 3 clusters Score -2.031558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -20315564.000000 Penalty: 5961.819336
	Iteration 135Q: 3 clusters Score -2.031556e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 136Q: 3 clusters Score -2.031558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 137Q: 3 clusters Score -2.031558e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -20315568.000000 Penalty: 5961.819336
	Iteration 138Q: 3 clusters Score -2.031557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -20315554.000000 Penalty: 5961.819336
	Iteration 139Q: 3 clusters Score -2.031555e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 153186 members 
Entering Unmasked Estep 
Score: -20315544.000000 Penalty: 5961.819336
	Iteration 140F: 3 clusters Score -2.031554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -20315560.000000 Penalty: 5961.819336
	Iteration 141Q: 3 clusters Score -2.031556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 153251 members 
Entering Unmasked Estep 
Score: -20315558.000000 Penalty: 5961.819336
	Iteration 142Q: 3 clusters Score -2.031556e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 143Q: 3 clusters Score -2.031558e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -20315572.000000 Penalty: 5961.819336
	Iteration 144Q: 3 clusters Score -2.031557e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -20315566.000000 Penalty: 5961.819336
	Iteration 145Q: 3 clusters Score -2.031557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 153390 members 
Entering Unmasked Estep 
Score: -20315586.000000 Penalty: 5961.819336
	Iteration 146Q: 3 clusters Score -2.031559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 153432 members 
Entering Unmasked Estep 
Score: -20315568.000000 Penalty: 5961.819336
	Iteration 147Q: 3 clusters Score -2.031557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -20315592.000000 Penalty: 5961.819336
	Iteration 148Q: 3 clusters Score -2.031559e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 153522 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 149Q: 3 clusters Score -2.031558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -20315596.000000 Penalty: 5961.819336
	Iteration 150Q: 3 clusters Score -2.03156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 153610 members 
Entering Unmasked Estep 
Score: -20315606.000000 Penalty: 5961.819336
	Iteration 151Q: 3 clusters Score -2.031561e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 153656 members 
Entering Unmasked Estep 
Score: -20315638.000000 Penalty: 5961.819336
	Iteration 152Q: 3 clusters Score -2.031564e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -20315630.000000 Penalty: 5961.819336
	Iteration 153Q: 3 clusters Score -2.031563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 153748 members 
Entering Unmasked Estep 
Score: -20315646.000000 Penalty: 5961.819336
	Iteration 154Q: 3 clusters Score -2.031565e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 153794 members 
Entering Unmasked Estep 
Score: -20315630.000000 Penalty: 5961.819336
	Iteration 155Q: 3 clusters Score -2.031563e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 153846 members 
Entering Unmasked Estep 
Score: -20315622.000000 Penalty: 5961.819336
	Iteration 156Q: 3 clusters Score -2.031562e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 153892 members 
Entering Unmasked Estep 
Score: -20315596.000000 Penalty: 5961.819336
	Iteration 157Q: 3 clusters Score -2.03156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 153939 members 
Entering Unmasked Estep 
Score: -20315602.000000 Penalty: 5961.819336
	Iteration 158Q: 3 clusters Score -2.03156e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -20315614.000000 Penalty: 5961.819336
	Iteration 159Q: 3 clusters Score -2.031561e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -20315610.000000 Penalty: 5961.819336
	Iteration 160F: 3 clusters Score -2.031561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 154065 members 
Entering Unmasked Estep 
Score: -20315616.000000 Penalty: 5961.819336
	Iteration 161Q: 3 clusters Score -2.031562e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 154101 members 
Entering Unmasked Estep 
Score: -20315606.000000 Penalty: 5961.819336
	Iteration 162Q: 3 clusters Score -2.031561e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -20315582.000000 Penalty: 5961.819336
	Iteration 163Q: 3 clusters Score -2.031558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 154189 members 
Entering Unmasked Estep 
Score: -20315574.000000 Penalty: 5961.819336
	Iteration 164Q: 3 clusters Score -2.031557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 165Q: 3 clusters Score -2.031558e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 154281 members 
Entering Unmasked Estep 
Score: -20315598.000000 Penalty: 5961.819336
	Iteration 166Q: 3 clusters Score -2.03156e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 154333 members 
Entering Unmasked Estep 
Score: -20315614.000000 Penalty: 5961.819336
	Iteration 167Q: 3 clusters Score -2.031561e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 154385 members 
Entering Unmasked Estep 
Score: -20315594.000000 Penalty: 5961.819336
	Iteration 168Q: 3 clusters Score -2.031559e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 169Q: 3 clusters Score -2.031558e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 154479 members 
Entering Unmasked Estep 
Score: -20315570.000000 Penalty: 5961.819336
	Iteration 170Q: 3 clusters Score -2.031557e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 154525 members 
Entering Unmasked Estep 
Score: -20315574.000000 Penalty: 5961.819336
	Iteration 171Q: 3 clusters Score -2.031557e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 154556 members 
Entering Unmasked Estep 
Score: -20315554.000000 Penalty: 5961.819336
	Iteration 172Q: 3 clusters Score -2.031555e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -20315556.000000 Penalty: 5961.819336
	Iteration 173Q: 3 clusters Score -2.031556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -20315562.000000 Penalty: 5961.819336
	Iteration 174Q: 3 clusters Score -2.031556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 154627 members 
Entering Unmasked Estep 
Score: -20315566.000000 Penalty: 5961.819336
	Iteration 175Q: 3 clusters Score -2.031557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -20315556.000000 Penalty: 5961.819336
	Iteration 176Q: 3 clusters Score -2.031556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -20315564.000000 Penalty: 5961.819336
	Iteration 177Q: 3 clusters Score -2.031556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -20315562.000000 Penalty: 5961.819336
	Iteration 178Q: 3 clusters Score -2.031556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 154671 members 
Entering Unmasked Estep 
Score: -20315556.000000 Penalty: 5961.819336
	Iteration 179Q: 3 clusters Score -2.031556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -20315548.000000 Penalty: 5961.819336
	Iteration 180F: 3 clusters Score -2.031555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -20315538.000000 Penalty: 5961.819336
	Iteration 181Q: 3 clusters Score -2.031554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 154705 members 
Entering Unmasked Estep 
Score: -20315526.000000 Penalty: 5961.819336
	Iteration 182Q: 3 clusters Score -2.031553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 154715 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 183Q: 3 clusters Score -2.031552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 154727 members 
Entering Unmasked Estep 
Score: -20315546.000000 Penalty: 5961.819336
	Iteration 184Q: 3 clusters Score -2.031555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 154741 members 
Entering Unmasked Estep 
Score: -20315532.000000 Penalty: 5961.819336
	Iteration 185Q: 3 clusters Score -2.031553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -20315544.000000 Penalty: 5961.819336
	Iteration 186Q: 3 clusters Score -2.031554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -20315542.000000 Penalty: 5961.819336
	Iteration 187Q: 3 clusters Score -2.031554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 188Q: 3 clusters Score -2.031558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -20315580.000000 Penalty: 5961.819336
	Iteration 189Q: 3 clusters Score -2.031558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -20315562.000000 Penalty: 5961.819336
	Iteration 190Q: 3 clusters Score -2.031556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -20315572.000000 Penalty: 5961.819336
	Iteration 191Q: 3 clusters Score -2.031557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 154843 members 
Entering Unmasked Estep 
Score: -20315586.000000 Penalty: 5961.819336
	Iteration 192Q: 3 clusters Score -2.031559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 154857 members 
Entering Unmasked Estep 
Score: -20315596.000000 Penalty: 5961.819336
	Iteration 193Q: 3 clusters Score -2.03156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -20315604.000000 Penalty: 5961.819336
	Iteration 194Q: 3 clusters Score -2.03156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -20315600.000000 Penalty: 5961.819336
	Iteration 195Q: 3 clusters Score -2.03156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -20315604.000000 Penalty: 5961.819336
	Iteration 196Q: 3 clusters Score -2.03156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -20315588.000000 Penalty: 5961.819336
	Iteration 197Q: 3 clusters Score -2.031559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -20315580.000000 Penalty: 5961.819336
	Iteration 198Q: 3 clusters Score -2.031558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -20315600.000000 Penalty: 5961.819336
	Iteration 199Q: 3 clusters Score -2.03156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -20315562.000000 Penalty: 5961.819336
	Iteration 200F: 3 clusters Score -2.031556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 201Q: 3 clusters Score -2.031558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -20315614.000000 Penalty: 5961.819336
	Iteration 202Q: 3 clusters Score -2.031561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -20315602.000000 Penalty: 5961.819336
	Iteration 203Q: 3 clusters Score -2.03156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -20315594.000000 Penalty: 5961.819336
	Iteration 204Q: 3 clusters Score -2.031559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -20315574.000000 Penalty: 5961.819336
	Iteration 205Q: 3 clusters Score -2.031557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -20315580.000000 Penalty: 5961.819336
	Iteration 206Q: 3 clusters Score -2.031558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -20315580.000000 Penalty: 5961.819336
	Iteration 207Q: 3 clusters Score -2.031558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 208Q: 3 clusters Score -2.031558e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 155113 members 
Entering Unmasked Estep 
Score: -20315568.000000 Penalty: 5961.819336
	Iteration 209Q: 3 clusters Score -2.031557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -20315574.000000 Penalty: 5961.819336
	Iteration 210Q: 3 clusters Score -2.031557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -20315596.000000 Penalty: 5961.819336
	Iteration 211Q: 3 clusters Score -2.03156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 212Q: 3 clusters Score -2.031558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -20315572.000000 Penalty: 5961.819336
	Iteration 213Q: 3 clusters Score -2.031557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -20315570.000000 Penalty: 5961.819336
	Iteration 214Q: 3 clusters Score -2.031557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 155188 members 
Entering Unmasked Estep 
Score: -20315576.000000 Penalty: 5961.819336
	Iteration 215Q: 3 clusters Score -2.031558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -20315574.000000 Penalty: 5961.819336
	Iteration 216Q: 3 clusters Score -2.031557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 217Q: 3 clusters Score -2.031558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 155210 members 
Entering Unmasked Estep 
Score: -20315586.000000 Penalty: 5961.819336
	Iteration 218Q: 3 clusters Score -2.031559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -20315580.000000 Penalty: 5961.819336
	Iteration 219Q: 3 clusters Score -2.031558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 220F: 3 clusters Score -2.031558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 155227 members 
Entering Unmasked Estep 
Score: -20315592.000000 Penalty: 5961.819336
	Iteration 221Q: 3 clusters Score -2.031559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 155237 members 
Entering Unmasked Estep 
Score: -20315604.000000 Penalty: 5961.819336
	Iteration 222Q: 3 clusters Score -2.03156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 155249 members 
Entering Unmasked Estep 
Score: -20315610.000000 Penalty: 5961.819336
	Iteration 223Q: 3 clusters Score -2.031561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 155263 members 
Entering Unmasked Estep 
Score: -20315602.000000 Penalty: 5961.819336
	Iteration 224Q: 3 clusters Score -2.03156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -20315622.000000 Penalty: 5961.819336
	Iteration 225Q: 3 clusters Score -2.031562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 155284 members 
Entering Unmasked Estep 
Score: -20315610.000000 Penalty: 5961.819336
	Iteration 226Q: 3 clusters Score -2.031561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 155291 members 
Entering Unmasked Estep 
Score: -20315638.000000 Penalty: 5961.819336
	Iteration 227Q: 3 clusters Score -2.031564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -20315608.000000 Penalty: 5961.819336
	Iteration 228Q: 3 clusters Score -2.031561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 155311 members 
Entering Unmasked Estep 
Score: -20315618.000000 Penalty: 5961.819336
	Iteration 229Q: 3 clusters Score -2.031562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -20315618.000000 Penalty: 5961.819336
	Iteration 230Q: 3 clusters Score -2.031562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -20315618.000000 Penalty: 5961.819336
	Iteration 231Q: 3 clusters Score -2.031562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -20315620.000000 Penalty: 5961.819336
	Iteration 232Q: 3 clusters Score -2.031562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -20315642.000000 Penalty: 5961.819336
	Iteration 233Q: 3 clusters Score -2.031564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -20315616.000000 Penalty: 5961.819336
	Iteration 234Q: 3 clusters Score -2.031562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -20315624.000000 Penalty: 5961.819336
	Iteration 235Q: 3 clusters Score -2.031562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
Score: -20315596.000000 Penalty: 5961.819336
	Iteration 236Q: 3 clusters Score -2.03156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -20315592.000000 Penalty: 5961.819336
	Iteration 237Q: 3 clusters Score -2.031559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -20315614.000000 Penalty: 5961.819336
	Iteration 238Q: 3 clusters Score -2.031561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 155405 members 
Entering Unmasked Estep 
Score: -20315616.000000 Penalty: 5961.819336
	Iteration 239Q: 3 clusters Score -2.031562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -20315622.000000 Penalty: 5961.819336
	Iteration 240F: 3 clusters Score -2.031562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -20315616.000000 Penalty: 5961.819336
	Iteration 241Q: 3 clusters Score -2.031562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -20315592.000000 Penalty: 5961.819336
	Iteration 242Q: 3 clusters Score -2.031559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -20315584.000000 Penalty: 5961.819336
	Iteration 243Q: 3 clusters Score -2.031558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 155492 members 
Entering Unmasked Estep 
Score: -20315578.000000 Penalty: 5961.819336
	Iteration 244Q: 3 clusters Score -2.031558e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 155512 members 
Entering Unmasked Estep 
Score: -20315558.000000 Penalty: 5961.819336
	Iteration 245Q: 3 clusters Score -2.031556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -20315548.000000 Penalty: 5961.819336
	Iteration 246Q: 3 clusters Score -2.031555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 155552 members 
Entering Unmasked Estep 
Score: -20315530.000000 Penalty: 5961.819336
	Iteration 247Q: 3 clusters Score -2.031553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -20315530.000000 Penalty: 5961.819336
	Iteration 248Q: 3 clusters Score -2.031553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 155576 members 
Entering Unmasked Estep 
Score: -20315544.000000 Penalty: 5961.819336
	Iteration 249Q: 3 clusters Score -2.031554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 250Q: 3 clusters Score -2.031552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 155599 members 
Entering Unmasked Estep 
Score: -20315514.000000 Penalty: 5961.819336
	Iteration 251Q: 3 clusters Score -2.031551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -20315508.000000 Penalty: 5961.819336
	Iteration 252Q: 3 clusters Score -2.031551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 155619 members 
Entering Unmasked Estep 
Score: -20315496.000000 Penalty: 5961.819336
	Iteration 253Q: 3 clusters Score -2.03155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -20315512.000000 Penalty: 5961.819336
	Iteration 254Q: 3 clusters Score -2.031551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -20315504.000000 Penalty: 5961.819336
	Iteration 255Q: 3 clusters Score -2.03155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 155650 members 
Entering Unmasked Estep 
Score: -20315520.000000 Penalty: 5961.819336
	Iteration 256Q: 3 clusters Score -2.031552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -20315514.000000 Penalty: 5961.819336
	Iteration 257Q: 3 clusters Score -2.031551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 155664 members 
Entering Unmasked Estep 
Score: -20315516.000000 Penalty: 5961.819336
	Iteration 258Q: 3 clusters Score -2.031552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -20315510.000000 Penalty: 5961.819336
	Iteration 259Q: 3 clusters Score -2.031551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 155669 members 
Entering Unmasked Estep 
Score: -20315508.000000 Penalty: 5961.819336
	Iteration 260F: 3 clusters Score -2.031551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 261Q: 3 clusters Score -2.031552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 155676 members 
Entering Unmasked Estep 
Score: -20315520.000000 Penalty: 5961.819336
	Iteration 262Q: 3 clusters Score -2.031552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -20315522.000000 Penalty: 5961.819336
	Iteration 263Q: 3 clusters Score -2.031552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 155686 members 
Entering Unmasked Estep 
Score: -20315542.000000 Penalty: 5961.819336
	Iteration 264Q: 3 clusters Score -2.031554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 155691 members 
Entering Unmasked Estep 
Score: -20315532.000000 Penalty: 5961.819336
	Iteration 265Q: 3 clusters Score -2.031553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 155693 members 
Entering Unmasked Estep 
Score: -20315532.000000 Penalty: 5961.819336
	Iteration 266Q: 3 clusters Score -2.031553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 155698 members 
Entering Unmasked Estep 
Score: -20315530.000000 Penalty: 5961.819336
	Iteration 267Q: 3 clusters Score -2.031553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 155701 members 
Entering Unmasked Estep 
Score: -20315534.000000 Penalty: 5961.819336
	Iteration 268Q: 3 clusters Score -2.031553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -20315536.000000 Penalty: 5961.819336
	Iteration 269Q: 3 clusters Score -2.031554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -20315536.000000 Penalty: 5961.819336
	Iteration 270Q: 3 clusters Score -2.031554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -20315536.000000 Penalty: 5961.819336
	Iteration 271Q: 3 clusters Score -2.031554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 272Q: 3 clusters Score -2.031552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 155726 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 273Q: 3 clusters Score -2.031552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 155736 members 
Entering Unmasked Estep 
Score: -20315514.000000 Penalty: 5961.819336
	Iteration 274Q: 3 clusters Score -2.031551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 275Q: 3 clusters Score -2.031552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 276Q: 3 clusters Score -2.031552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 155762 members 
Entering Unmasked Estep 
Score: -20315528.000000 Penalty: 5961.819336
	Iteration 277Q: 3 clusters Score -2.031553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 155769 members 
Entering Unmasked Estep 
Score: -20315516.000000 Penalty: 5961.819336
	Iteration 278Q: 3 clusters Score -2.031552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 279Q: 3 clusters Score -2.031552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -20315522.000000 Penalty: 5961.819336
	Iteration 280F: 3 clusters Score -2.031552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -20315524.000000 Penalty: 5961.819336
	Iteration 281Q: 3 clusters Score -2.031552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 155800 members 
Entering Unmasked Estep 
Score: -20315514.000000 Penalty: 5961.819336
	Iteration 282Q: 3 clusters Score -2.031551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -20315514.000000 Penalty: 5961.819336
	Iteration 283Q: 3 clusters Score -2.031551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 284Q: 3 clusters Score -2.031552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -20315514.000000 Penalty: 5961.819336
	Iteration 285Q: 3 clusters Score -2.031551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 155826 members 
Entering Unmasked Estep 
Score: -20315520.000000 Penalty: 5961.819336
	Iteration 286Q: 3 clusters Score -2.031552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -20315522.000000 Penalty: 5961.819336
	Iteration 287Q: 3 clusters Score -2.031552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -20315528.000000 Penalty: 5961.819336
	Iteration 288Q: 3 clusters Score -2.031553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 155842 members 
Entering Unmasked Estep 
Score: -20315524.000000 Penalty: 5961.819336
	Iteration 289Q: 3 clusters Score -2.031552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 155848 members 
Entering Unmasked Estep 
Score: -20315520.000000 Penalty: 5961.819336
	Iteration 290Q: 3 clusters Score -2.031552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 155855 members 
Entering Unmasked Estep 
Score: -20315524.000000 Penalty: 5961.819336
	Iteration 291Q: 3 clusters Score -2.031552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -20315518.000000 Penalty: 5961.819336
	Iteration 292Q: 3 clusters Score -2.031552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 155871 members 
Entering Unmasked Estep 
Score: -20315526.000000 Penalty: 5961.819336
	Iteration 293Q: 3 clusters Score -2.031553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 155880 members 
Entering Unmasked Estep 
Score: -20315528.000000 Penalty: 5961.819336
	Iteration 294Q: 3 clusters Score -2.031553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 155893 members 
Entering Unmasked Estep 
Score: -20315524.000000 Penalty: 5961.819336
	Iteration 295Q: 3 clusters Score -2.031552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -20315506.000000 Penalty: 5961.819336
	Iteration 296Q: 3 clusters Score -2.031551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -20315516.000000 Penalty: 5961.819336
	Iteration 297Q: 3 clusters Score -2.031552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 155921 members 
Entering Unmasked Estep 
Score: -20315508.000000 Penalty: 5961.819336
	Iteration 298Q: 3 clusters Score -2.031551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -20315502.000000 Penalty: 5961.819336
	Iteration 299Q: 3 clusters Score -2.03155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 155948 members 
Entering Unmasked Estep 
Score: -20315500.000000 Penalty: 5961.819336
	Iteration 300F: 3 clusters Score -2.03155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 155958 members 
Entering Unmasked Estep 
Score: -20315486.000000 Penalty: 5961.819336
	Iteration 301Q: 3 clusters Score -2.031549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 155970 members 
Entering Unmasked Estep 
Score: -20315482.000000 Penalty: 5961.819336
	Iteration 302Q: 3 clusters Score -2.031548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 155984 members 
Entering Unmasked Estep 
Score: -20315496.000000 Penalty: 5961.819336
	Iteration 303Q: 3 clusters Score -2.03155e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 156008 members 
Entering Unmasked Estep 
Score: -20315454.000000 Penalty: 5961.819336
	Iteration 304Q: 3 clusters Score -2.031545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 156031 members 
Entering Unmasked Estep 
Score: -20315440.000000 Penalty: 5961.819336
	Iteration 305Q: 3 clusters Score -2.031544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -20315424.000000 Penalty: 5961.819336
	Iteration 306Q: 3 clusters Score -2.031542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 156070 members 
Entering Unmasked Estep 
Score: -20315426.000000 Penalty: 5961.819336
	Iteration 307Q: 3 clusters Score -2.031543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -20315422.000000 Penalty: 5961.819336
	Iteration 308Q: 3 clusters Score -2.031542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 156105 members 
Entering Unmasked Estep 
Score: -20315416.000000 Penalty: 5961.819336
	Iteration 309Q: 3 clusters Score -2.031542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 156128 members 
Entering Unmasked Estep 
Score: -20315410.000000 Penalty: 5961.819336
	Iteration 310Q: 3 clusters Score -2.031541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -20315414.000000 Penalty: 5961.819336
	Iteration 311Q: 3 clusters Score -2.031541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -20315406.000000 Penalty: 5961.819336
	Iteration 312Q: 3 clusters Score -2.031541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 156184 members 
Entering Unmasked Estep 
Score: -20315416.000000 Penalty: 5961.819336
	Iteration 313Q: 3 clusters Score -2.031542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -20315418.000000 Penalty: 5961.819336
	Iteration 314Q: 3 clusters Score -2.031542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -20315424.000000 Penalty: 5961.819336
	Iteration 315Q: 3 clusters Score -2.031542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 156262 members 
Entering Unmasked Estep 
Score: -20315442.000000 Penalty: 5961.819336
	Iteration 316Q: 3 clusters Score -2.031544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -20315404.000000 Penalty: 5961.819336
	Iteration 317Q: 3 clusters Score -2.03154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -20315418.000000 Penalty: 5961.819336
	Iteration 318Q: 3 clusters Score -2.031542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 156327 members 
Entering Unmasked Estep 
Score: -20315418.000000 Penalty: 5961.819336
	Iteration 319Q: 3 clusters Score -2.031542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -20315412.000000 Penalty: 5961.819336
	Iteration 320F: 3 clusters Score -2.031541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -20315408.000000 Penalty: 5961.819336
	Iteration 321Q: 3 clusters Score -2.031541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 156363 members 
Entering Unmasked Estep 
Score: -20315414.000000 Penalty: 5961.819336
	Iteration 322Q: 3 clusters Score -2.031541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 156369 members 
Entering Unmasked Estep 
Score: -20315414.000000 Penalty: 5961.819336
	Iteration 323Q: 3 clusters Score -2.031541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 156375 members 
Entering Unmasked Estep 
Score: -20315410.000000 Penalty: 5961.819336
	Iteration 324Q: 3 clusters Score -2.031541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -20315412.000000 Penalty: 5961.819336
	Iteration 325Q: 3 clusters Score -2.031541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 156382 members 
Entering Unmasked Estep 
Score: -20315406.000000 Penalty: 5961.819336
	Iteration 326Q: 3 clusters Score -2.031541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 156387 members 
Entering Unmasked Estep 
Score: -20315410.000000 Penalty: 5961.819336
	Iteration 327Q: 3 clusters Score -2.031541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -20315398.000000 Penalty: 5961.819336
	Iteration 328Q: 3 clusters Score -2.03154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -20315398.000000 Penalty: 5961.819336
	Iteration 329F: 3 clusters Score -2.03154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -85797.078125 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -85797.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84016.015625 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -84016.02 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84246.429688 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -84246.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84338.109375 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -84338.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84386.382812 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -84386.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84414.835938 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -84414.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84438.382812 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -84438.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84453.429688 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -84453.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84456.601562 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -84456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84460.093750 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -84460.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84464.179688 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -84464.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84465.710938 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -84465.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84471.507812 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -84471.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84482.070312 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -84482.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84485.875000 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -84485.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84488.656250 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -84488.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84492.179688 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -84492.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84497.414062 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -84497.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84499.078125 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -84499.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84501.093750 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -84501.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84502.570312 Penalty: 3294.026367
	Iteration 19Q: 3 clusters Score -84502.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84502.570312 Penalty: 3294.026367
	Iteration 20F: 3 clusters Score -84502.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Entering Unmasked Estep 
Score: -9299834.000000 Penalty: 2794.107910
	Iteration 0F: 2 clusters Score -9299834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -9247337.000000 Penalty: 5588.215820
	Iteration 0F: 3 clusters Score -9247337 nChanged 36768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -9268350.000000 Penalty: 5588.215820
	Iteration 1F: 3 clusters Score -9268350 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -9269136.000000 Penalty: 5588.215820
	Iteration 2Q: 3 clusters Score -9269136 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -9270197.000000 Penalty: 5588.215820
	Iteration 3Q: 3 clusters Score -9270197 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -9271913.000000 Penalty: 5588.215820
	Iteration 4Q: 3 clusters Score -9271913 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -9274735.000000 Penalty: 5588.215820
	Iteration 5F: 3 clusters Score -9274735 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -9279140.000000 Penalty: 5588.215820
	Iteration 6F: 3 clusters Score -9279140 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64880 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -9285055.000000 Penalty: 5588.215820
	Iteration 7F: 3 clusters Score -9285055 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9290744.000000 Penalty: 5588.215820
	Iteration 8F: 3 clusters Score -9290744 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9294652.000000 Penalty: 5588.215820
	Iteration 9F: 3 clusters Score -9294652 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9296472.000000 Penalty: 5588.215820
	Iteration 10Q: 3 clusters Score -9296472 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9297141.000000 Penalty: 5588.215820
	Iteration 11Q: 3 clusters Score -9297141 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9297372.000000 Penalty: 5588.215820
	Iteration 12Q: 3 clusters Score -9297372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9297463.000000 Penalty: 5588.215820
	Iteration 13Q: 3 clusters Score -9297463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9297492.000000 Penalty: 5588.215820
	Iteration 14Q: 3 clusters Score -9297492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9297539.000000 Penalty: 5588.215820
	Iteration 15Q: 3 clusters Score -9297539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9297552.000000 Penalty: 5588.215820
	Iteration 16Q: 3 clusters Score -9297552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9297555.000000 Penalty: 5588.215820
	Iteration 17Q: 3 clusters Score -9297555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9297574.000000 Penalty: 5588.215820
	Iteration 18Q: 3 clusters Score -9297574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9297587.000000 Penalty: 5588.215820
	Iteration 19Q: 3 clusters Score -9297587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9297587.000000 Penalty: 5588.215820
	Iteration 20F: 3 clusters Score -9297587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9297591.000000 Penalty: 5588.215820
	Iteration 21Q: 3 clusters Score -9297591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9297592.000000 Penalty: 5588.215820
	Iteration 22Q: 3 clusters Score -9297592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9297598.000000 Penalty: 5588.215820
	Iteration 23Q: 3 clusters Score -9297598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9297598.000000 Penalty: 5588.215820
	Iteration 24Q: 3 clusters Score -9297598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9297605.000000 Penalty: 5588.215820
	Iteration 25Q: 3 clusters Score -9297605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9297601.000000 Penalty: 5588.215820
	Iteration 26Q: 3 clusters Score -9297601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9297606.000000 Penalty: 5588.215820
	Iteration 27Q: 3 clusters Score -9297606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9297606.000000 Penalty: 5588.215820
	Iteration 28F: 3 clusters Score -9297606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Entering Unmasked Estep 
Score: -1698973.375000 Penalty: 2368.317139
	Iteration 0F: 2 clusters Score -1698973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1688762.250000 Penalty: 4736.634277
	Iteration 0F: 3 clusters Score -1688762 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1692223.125000 Penalty: 4736.634277
	Iteration 1F: 3 clusters Score -1692223 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1692899.875000 Penalty: 4736.634277
	Iteration 2F: 3 clusters Score -1692900 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1693551.000000 Penalty: 4736.634277
	Iteration 3F: 3 clusters Score -1693551 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1694194.375000 Penalty: 4736.634277
	Iteration 4F: 3 clusters Score -1694194 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1694791.500000 Penalty: 4736.634277
	Iteration 5F: 3 clusters Score -1694792 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1695303.625000 Penalty: 4736.634277
	Iteration 6F: 3 clusters Score -1695304 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1695737.750000 Penalty: 4736.634277
	Iteration 7Q: 3 clusters Score -1695738 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1696084.750000 Penalty: 4736.634277
	Iteration 8Q: 3 clusters Score -1696085 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1696372.250000 Penalty: 4736.634277
	Iteration 9Q: 3 clusters Score -1696372 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1696575.750000 Penalty: 4736.634277
	Iteration 10Q: 3 clusters Score -1696576 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1696707.500000 Penalty: 4736.634277
	Iteration 11Q: 3 clusters Score -1696708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1696804.250000 Penalty: 4736.634277
	Iteration 12Q: 3 clusters Score -1696804 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1696884.875000 Penalty: 4736.634277
	Iteration 13Q: 3 clusters Score -1696885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1696969.250000 Penalty: 4736.634277
	Iteration 14Q: 3 clusters Score -1696969 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1697036.500000 Penalty: 4736.634277
	Iteration 15Q: 3 clusters Score -1697036 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1697096.875000 Penalty: 4736.634277
	Iteration 16Q: 3 clusters Score -1697097 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1697139.625000 Penalty: 4736.634277
	Iteration 17Q: 3 clusters Score -1697140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1697179.875000 Penalty: 4736.634277
	Iteration 18Q: 3 clusters Score -1697180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1697225.750000 Penalty: 4736.634277
	Iteration 19Q: 3 clusters Score -1697226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1697252.500000 Penalty: 4736.634277
	Iteration 20F: 3 clusters Score -1697252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1697278.125000 Penalty: 4736.634277
	Iteration 21Q: 3 clusters Score -1697278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1697298.375000 Penalty: 4736.634277
	Iteration 22Q: 3 clusters Score -1697298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1697315.250000 Penalty: 4736.634277
	Iteration 23Q: 3 clusters Score -1697315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1697334.250000 Penalty: 4736.634277
	Iteration 24Q: 3 clusters Score -1697334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1697347.625000 Penalty: 4736.634277
	Iteration 25Q: 3 clusters Score -1697348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1697366.875000 Penalty: 4736.634277
	Iteration 26Q: 3 clusters Score -1697367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1697382.125000 Penalty: 4736.634277
	Iteration 27Q: 3 clusters Score -1697382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1697404.875000 Penalty: 4736.634277
	Iteration 28Q: 3 clusters Score -1697405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1697419.875000 Penalty: 4736.634277
	Iteration 29Q: 3 clusters Score -1697420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1697435.750000 Penalty: 4736.634277
	Iteration 30Q: 3 clusters Score -1697436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1697445.125000 Penalty: 4736.634277
	Iteration 31Q: 3 clusters Score -1697445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1697447.875000 Penalty: 4736.634277
	Iteration 32Q: 3 clusters Score -1697448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1697451.375000 Penalty: 4736.634277
	Iteration 33Q: 3 clusters Score -1697451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1697456.500000 Penalty: 4736.634277
	Iteration 34Q: 3 clusters Score -1697456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1697460.500000 Penalty: 4736.634277
	Iteration 35Q: 3 clusters Score -1697460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1697465.750000 Penalty: 4736.634277
	Iteration 36Q: 3 clusters Score -1697466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1697464.875000 Penalty: 4736.634277
	Iteration 37Q: 3 clusters Score -1697465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1697468.625000 Penalty: 4736.634277
	Iteration 38Q: 3 clusters Score -1697469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1697470.750000 Penalty: 4736.634277
	Iteration 39Q: 3 clusters Score -1697471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1697474.375000 Penalty: 4736.634277
	Iteration 40F: 3 clusters Score -1697474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1697473.750000 Penalty: 4736.634277
	Iteration 41Q: 3 clusters Score -1697474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1697473.000000 Penalty: 4736.634277
	Iteration 42Q: 3 clusters Score -1697473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1697476.750000 Penalty: 4736.634277
	Iteration 43Q: 3 clusters Score -1697477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1697475.250000 Penalty: 4736.634277
	Iteration 44Q: 3 clusters Score -1697475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1697479.875000 Penalty: 4736.634277
	Iteration 45Q: 3 clusters Score -1697480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1697478.500000 Penalty: 4736.634277
	Iteration 46Q: 3 clusters Score -1697478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1697478.875000 Penalty: 4736.634277
	Iteration 47Q: 3 clusters Score -1697479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1697482.500000 Penalty: 4736.634277
	Iteration 48Q: 3 clusters Score -1697482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1697484.750000 Penalty: 4736.634277
	Iteration 49Q: 3 clusters Score -1697485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1697487.375000 Penalty: 4736.634277
	Iteration 50Q: 3 clusters Score -1697487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1697489.625000 Penalty: 4736.634277
	Iteration 51Q: 3 clusters Score -1697490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1697490.500000 Penalty: 4736.634277
	Iteration 52Q: 3 clusters Score -1697490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1697487.625000 Penalty: 4736.634277
	Iteration 53Q: 3 clusters Score -1697488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1697487.750000 Penalty: 4736.634277
	Iteration 54Q: 3 clusters Score -1697488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1697490.375000 Penalty: 4736.634277
	Iteration 55Q: 3 clusters Score -1697490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1697487.750000 Penalty: 4736.634277
	Iteration 56Q: 3 clusters Score -1697488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1697491.750000 Penalty: 4736.634277
	Iteration 57Q: 3 clusters Score -1697492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1697490.500000 Penalty: 4736.634277
	Iteration 58Q: 3 clusters Score -1697490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1697488.625000 Penalty: 4736.634277
	Iteration 59Q: 3 clusters Score -1697489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1697493.000000 Penalty: 4736.634277
	Iteration 60F: 3 clusters Score -1697493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1697494.250000 Penalty: 4736.634277
	Iteration 61Q: 3 clusters Score -1697494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1697489.875000 Penalty: 4736.634277
	Iteration 62Q: 3 clusters Score -1697490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1697489.875000 Penalty: 4736.634277
	Iteration 63F: 3 clusters Score -1697490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -132811.312500 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -132811.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130708.164062 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -130708.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -131136.078125 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -131136.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -131361.109375 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -131361.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131528.687500 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -131528.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -131738.109375 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -131738.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -131871.312500 Penalty: 3539.695557
	Iteration 5F: 3 clusters Score -131871.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -131987.218750 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -131987.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132081.312500 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -132081.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132141.875000 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -132141.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -132191.406250 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -132191.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -132248.953125 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -132249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -132292.562500 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -132292.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -132320.187500 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -132320.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132337.156250 Penalty: 3539.695557
	Iteration 13Q: 3 clusters Score -132337.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132348.250000 Penalty: 3539.695557
	Iteration 14Q: 3 clusters Score -132348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132359.093750 Penalty: 3539.695557
	Iteration 15Q: 3 clusters Score -132359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -132366.468750 Penalty: 3539.695557
	Iteration 16Q: 3 clusters Score -132366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -132371.375000 Penalty: 3539.695557
	Iteration 17Q: 3 clusters Score -132371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132375.109375 Penalty: 3539.695557
	Iteration 18Q: 3 clusters Score -132375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -132378.812500 Penalty: 3539.695557
	Iteration 19Q: 3 clusters Score -132378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -132384.734375 Penalty: 3539.695557
	Iteration 20F: 3 clusters Score -132384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132390.468750 Penalty: 3539.695557
	Iteration 21Q: 3 clusters Score -132390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132395.140625 Penalty: 3539.695557
	Iteration 22Q: 3 clusters Score -132395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -132397.687500 Penalty: 3539.695557
	Iteration 23Q: 3 clusters Score -132397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -132401.953125 Penalty: 3539.695557
	Iteration 24Q: 3 clusters Score -132402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -132405.218750 Penalty: 3539.695557
	Iteration 25Q: 3 clusters Score -132405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132405.781250 Penalty: 3539.695557
	Iteration 26Q: 3 clusters Score -132405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -132408.015625 Penalty: 3539.695557
	Iteration 27Q: 3 clusters Score -132408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -132410.921875 Penalty: 3539.695557
	Iteration 28Q: 3 clusters Score -132410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -132415.531250 Penalty: 3539.695557
	Iteration 29Q: 3 clusters Score -132415.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132418.390625 Penalty: 3539.695557
	Iteration 30Q: 3 clusters Score -132418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132420.906250 Penalty: 3539.695557
	Iteration 31Q: 3 clusters Score -132420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132420.906250 Penalty: 3539.695557
	Iteration 32F: 3 clusters Score -132420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -332545.093750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -332545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -329482.500000 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -329482.5 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330052.812500 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -330052.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -330179.312500 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -330179.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330255.968750 Penalty: 3918.531982
	Iteration 3Q: 3 clusters Score -330256 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330310.187500 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -330310.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -330345.781250 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -330345.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -330371.468750 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -330371.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -330392.500000 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -330392.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -330406.000000 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -330406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -330418.687500 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -330418.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -330427.281250 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -330427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -330434.156250 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -330434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -330437.781250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -330437.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -330439.312500 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -330439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -330439.937500 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -330439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -330440.218750 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -330440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330441.343750 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -330441.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -330441.437500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -330441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -330441.750000 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -330441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -330441.750000 Penalty: 3918.531982
	Iteration 19F: 3 clusters Score -330441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 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 310 members 
Entering Unmasked Estep 
Score: -71297.718750 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71297.72 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71496.476562 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71496.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71557.234375 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71557.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71594.179688 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71594.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71621.468750 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71621.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71627.953125 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71627.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71631.796875 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71634.632812 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71634.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71644.695312 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71645.289062 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71645.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71645.289062 Penalty: 3215.621338
	Iteration 10F: 3 clusters Score -71645.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Entering Unmasked Estep 
Score: -2184901.250000 Penalty: 2442.873779
	Iteration 0F: 2 clusters Score -2184901 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 9554 members 
Entering Unmasked Estep 
Score: -2171443.750000 Penalty: 4885.747559
	Iteration 0F: 3 clusters Score -2171444 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2175980.000000 Penalty: 4885.747559
	Iteration 1F: 3 clusters Score -2175980 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2176809.000000 Penalty: 4885.747559
	Iteration 2F: 3 clusters Score -2176809 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2178132.500000 Penalty: 4885.747559
	Iteration 3F: 3 clusters Score -2178132 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2179615.250000 Penalty: 4885.747559
	Iteration 4F: 3 clusters Score -2179615 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2181136.250000 Penalty: 4885.747559
	Iteration 5F: 3 clusters Score -2181136 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2182522.500000 Penalty: 4885.747559
	Iteration 6F: 3 clusters Score -2182522 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2183659.750000 Penalty: 4885.747559
	Iteration 7F: 3 clusters Score -2183660 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2184392.000000 Penalty: 4885.747559
	Iteration 8Q: 3 clusters Score -2184392 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2184911.000000 Penalty: 4885.747559
	Iteration 9Q: 3 clusters Score -2184911 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2185324.750000 Penalty: 4885.747559
	Iteration 10Q: 3 clusters Score -2185325 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2185597.250000 Penalty: 4885.747559
	Iteration 11Q: 3 clusters Score -2185597 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2185787.000000 Penalty: 4885.747559
	Iteration 12Q: 3 clusters Score -2185787 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2185951.250000 Penalty: 4885.747559
	Iteration 13Q: 3 clusters Score -2185951 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2186088.750000 Penalty: 4885.747559
	Iteration 14Q: 3 clusters Score -2186089 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2186163.750000 Penalty: 4885.747559
	Iteration 15Q: 3 clusters Score -2186164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2186239.750000 Penalty: 4885.747559
	Iteration 16Q: 3 clusters Score -2186240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2186301.500000 Penalty: 4885.747559
	Iteration 17Q: 3 clusters Score -2186302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2186327.500000 Penalty: 4885.747559
	Iteration 18Q: 3 clusters Score -2186328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2186358.500000 Penalty: 4885.747559
	Iteration 19Q: 3 clusters Score -2186358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2186434.750000 Penalty: 4885.747559
	Iteration 20F: 3 clusters Score -2186435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2186501.000000 Penalty: 4885.747559
	Iteration 21Q: 3 clusters Score -2186501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2186549.250000 Penalty: 4885.747559
	Iteration 22Q: 3 clusters Score -2186549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2186581.250000 Penalty: 4885.747559
	Iteration 23Q: 3 clusters Score -2186581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2186606.750000 Penalty: 4885.747559
	Iteration 24Q: 3 clusters Score -2186607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2186614.250000 Penalty: 4885.747559
	Iteration 25Q: 3 clusters Score -2186614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2186617.500000 Penalty: 4885.747559
	Iteration 26Q: 3 clusters Score -2186618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2186626.500000 Penalty: 4885.747559
	Iteration 27Q: 3 clusters Score -2186626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2186635.750000 Penalty: 4885.747559
	Iteration 28Q: 3 clusters Score -2186636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2186638.750000 Penalty: 4885.747559
	Iteration 29Q: 3 clusters Score -2186639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2186645.000000 Penalty: 4885.747559
	Iteration 30Q: 3 clusters Score -2186645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2186642.750000 Penalty: 4885.747559
	Iteration 31Q: 3 clusters Score -2186643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2186642.000000 Penalty: 4885.747559
	Iteration 32Q: 3 clusters Score -2186642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2186642.000000 Penalty: 4885.747559
	Iteration 33F: 3 clusters Score -2186642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101906 members 
Mstep: Class 7 contains 156522 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113241 members 
Mstep: Class 10 contains 166519 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 163161 members 
Mstep: Class 13 contains 181403 members 
Mstep: Class 14 contains 195743 members 
Mstep: Class 15 contains 94559 members 
Mstep: Class 16 contains 166009 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78164 members 
Mstep: Class 19 contains 14040 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 17932 members 
Entering Unmasked Estep 
Score: -194716656.000000 Penalty: 88616.031250
Splitting cluster 23 changes total score from -194716288.000000 to -194716656.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 24 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -74355.132812 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -74355.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72772.468750 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -72772.47 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73042.179688 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -73042.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73134.398438 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -73134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73202.742188 Penalty: 3239.315186
	Iteration 3Q: 3 clusters Score -73202.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73272.851562 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -73272.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73363.726562 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -73363.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -73432.796875 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -73432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73517.750000 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -73517.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73616.281250 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -73616.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73658.460938 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -73658.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -73686.734375 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -73686.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73696.257812 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -73696.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73716.843750 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -73716.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73746.687500 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -73746.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73763.343750 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -73763.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73772.984375 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -73772.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73772.984375 Penalty: 3239.315186
	Iteration 16F: 3 clusters Score -73772.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101906 members 
Mstep: Class 7 contains 156522 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113241 members 
Mstep: Class 10 contains 166519 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 163161 members 
Mstep: Class 13 contains 181403 members 
Mstep: Class 14 contains 195743 members 
Mstep: Class 15 contains 94559 members 
Mstep: Class 16 contains 166009 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78164 members 
Mstep: Class 19 contains 14040 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716720.000000 Penalty: 88616.031250
Iteration 319Q: 26 clusters Score -1.947167e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 4828 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101853 members 
Mstep: Class 7 contains 156465 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113320 members 
Mstep: Class 10 contains 166536 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 163160 members 
Mstep: Class 13 contains 181303 members 
Mstep: Class 14 contains 195695 members 
Mstep: Class 15 contains 94448 members 
Mstep: Class 16 contains 166229 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78192 members 
Mstep: Class 19 contains 14055 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1032 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 17597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716848.000000 Penalty: 88616.031250
Iteration 320F: 26 clusters Score -1.947168e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 4849 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101781 members 
Mstep: Class 7 contains 156210 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113276 members 
Mstep: Class 10 contains 166363 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 162963 members 
Mstep: Class 13 contains 181049 members 
Mstep: Class 14 contains 195454 members 
Mstep: Class 15 contains 94253 members 
Mstep: Class 16 contains 166326 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78181 members 
Mstep: Class 19 contains 14032 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1034 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 18849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716352.000000 Penalty: 88616.031250
Iteration 321Q: 26 clusters Score -1.947164e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101705 members 
Mstep: Class 7 contains 156001 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113263 members 
Mstep: Class 10 contains 166256 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 162791 members 
Mstep: Class 13 contains 180817 members 
Mstep: Class 14 contains 195309 members 
Mstep: Class 15 contains 94068 members 
Mstep: Class 16 contains 166429 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78173 members 
Mstep: Class 19 contains 14020 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1039 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 19766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716224.000000 Penalty: 88616.031250
Iteration 322Q: 26 clusters Score -1.947162e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101662 members 
Mstep: Class 7 contains 155838 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113265 members 
Mstep: Class 10 contains 166175 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 162723 members 
Mstep: Class 13 contains 180580 members 
Mstep: Class 14 contains 195195 members 
Mstep: Class 15 contains 93891 members 
Mstep: Class 16 contains 166513 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78167 members 
Mstep: Class 19 contains 14011 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1046 members 
Mstep: Class 24 contains 688 members 
Mstep: Class 25 contains 20421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715200.000000 Penalty: 88616.031250
Iteration 323Q: 26 clusters Score -1.947152e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132675 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101627 members 
Mstep: Class 7 contains 155707 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113274 members 
Mstep: Class 10 contains 166143 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 162660 members 
Mstep: Class 13 contains 180415 members 
Mstep: Class 14 contains 195086 members 
Mstep: Class 15 contains 93755 members 
Mstep: Class 16 contains 166586 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78154 members 
Mstep: Class 19 contains 14012 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1050 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 20882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715264.000000 Penalty: 88616.031250
Iteration 324Q: 26 clusters Score -1.947153e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132814 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 6 contains 101555 members 
Mstep: Class 7 contains 155614 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113289 members 
Mstep: Class 10 contains 166112 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 162611 members 
Mstep: Class 13 contains 180286 members 
Mstep: Class 14 contains 195007 members 
Mstep: Class 15 contains 93635 members 
Mstep: Class 16 contains 166638 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78154 members 
Mstep: Class 19 contains 14029 members 
Mstep: Class 20 contains 1257 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1055 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 21232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715456.000000 Penalty: 88616.031250
Iteration 325Q: 26 clusters Score -1.947155e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 4839 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 101490 members 
Mstep: Class 7 contains 155582 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113303 members 
Mstep: Class 10 contains 166078 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 162545 members 
Mstep: Class 13 contains 180124 members 
Mstep: Class 14 contains 194981 members 
Mstep: Class 15 contains 93516 members 
Mstep: Class 16 contains 166681 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78140 members 
Mstep: Class 19 contains 14051 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1061 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 21478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715680.000000 Penalty: 88616.031250
Iteration 326Q: 26 clusters Score -1.947157e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 133164 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101428 members 
Mstep: Class 7 contains 155561 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113295 members 
Mstep: Class 10 contains 166039 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 162508 members 
Mstep: Class 13 contains 179991 members 
Mstep: Class 14 contains 194956 members 
Mstep: Class 15 contains 93410 members 
Mstep: Class 16 contains 166704 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78130 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1069 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 21664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715904.000000 Penalty: 88616.031250
Iteration 327Q: 26 clusters Score -1.947159e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 133334 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101369 members 
Mstep: Class 7 contains 155556 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113285 members 
Mstep: Class 10 contains 166005 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 162505 members 
Mstep: Class 13 contains 179867 members 
Mstep: Class 14 contains 194937 members 
Mstep: Class 15 contains 93320 members 
Mstep: Class 16 contains 166689 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78129 members 
Mstep: Class 19 contains 14091 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2704 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1078 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 21825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715856.000000 Penalty: 88616.031250
Iteration 328Q: 26 clusters Score -1.947159e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 133502 members 
Mstep: Class 2 contains 4864 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101330 members 
Mstep: Class 7 contains 155526 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113282 members 
Mstep: Class 10 contains 165958 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 162502 members 
Mstep: Class 13 contains 179759 members 
Mstep: Class 14 contains 194933 members 
Mstep: Class 15 contains 93267 members 
Mstep: Class 16 contains 166657 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78122 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 21959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715856.000000 Penalty: 88616.031250
Iteration 329Q: 26 clusters Score -1.947159e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 133657 members 
Mstep: Class 2 contains 4873 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 155515 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113285 members 
Mstep: Class 10 contains 165925 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 162479 members 
Mstep: Class 13 contains 179667 members 
Mstep: Class 14 contains 194955 members 
Mstep: Class 15 contains 93211 members 
Mstep: Class 16 contains 166625 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78110 members 
Mstep: Class 19 contains 14113 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2703 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716000.000000 Penalty: 88616.031250
Iteration 330Q: 26 clusters Score -1.94716e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 133829 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101224 members 
Mstep: Class 7 contains 155502 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113278 members 
Mstep: Class 10 contains 165898 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 162449 members 
Mstep: Class 13 contains 179592 members 
Mstep: Class 14 contains 194949 members 
Mstep: Class 15 contains 93149 members 
Mstep: Class 16 contains 166594 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78108 members 
Mstep: Class 19 contains 14123 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2702 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715520.000000 Penalty: 88616.031250
Iteration 331Q: 26 clusters Score -1.947155e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 133998 members 
Mstep: Class 2 contains 4893 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101162 members 
Mstep: Class 7 contains 155476 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113263 members 
Mstep: Class 10 contains 165882 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 162442 members 
Mstep: Class 13 contains 179566 members 
Mstep: Class 14 contains 194948 members 
Mstep: Class 15 contains 93086 members 
Mstep: Class 16 contains 166576 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78096 members 
Mstep: Class 19 contains 14129 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2701 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715632.000000 Penalty: 88616.031250
Iteration 332Q: 26 clusters Score -1.947156e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101124 members 
Mstep: Class 7 contains 155432 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113264 members 
Mstep: Class 10 contains 165886 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 162433 members 
Mstep: Class 13 contains 179529 members 
Mstep: Class 14 contains 194954 members 
Mstep: Class 15 contains 93016 members 
Mstep: Class 16 contains 166553 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78087 members 
Mstep: Class 19 contains 14131 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1100 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715776.000000 Penalty: 88616.031250
Iteration 333Q: 26 clusters Score -1.947158e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101081 members 
Mstep: Class 7 contains 155368 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113269 members 
Mstep: Class 10 contains 165875 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 162433 members 
Mstep: Class 13 contains 179502 members 
Mstep: Class 14 contains 194965 members 
Mstep: Class 15 contains 92974 members 
Mstep: Class 16 contains 166514 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78083 members 
Mstep: Class 19 contains 14141 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715824.000000 Penalty: 88616.031250
Iteration 334Q: 26 clusters Score -1.947158e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 4932 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 101034 members 
Mstep: Class 7 contains 155351 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113280 members 
Mstep: Class 10 contains 165888 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 162429 members 
Mstep: Class 13 contains 179462 members 
Mstep: Class 14 contains 194967 members 
Mstep: Class 15 contains 92938 members 
Mstep: Class 16 contains 166475 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78077 members 
Mstep: Class 19 contains 14153 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715760.000000 Penalty: 88616.031250
Iteration 335Q: 26 clusters Score -1.947158e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 100990 members 
Mstep: Class 7 contains 155342 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113295 members 
Mstep: Class 10 contains 165920 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 162444 members 
Mstep: Class 13 contains 179441 members 
Mstep: Class 14 contains 194945 members 
Mstep: Class 15 contains 92887 members 
Mstep: Class 16 contains 166408 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78075 members 
Mstep: Class 19 contains 14164 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715728.000000 Penalty: 88616.031250
Iteration 336Q: 26 clusters Score -1.947157e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 100961 members 
Mstep: Class 7 contains 155327 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113305 members 
Mstep: Class 10 contains 165970 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 162458 members 
Mstep: Class 13 contains 179415 members 
Mstep: Class 14 contains 194935 members 
Mstep: Class 15 contains 92830 members 
Mstep: Class 16 contains 166318 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78064 members 
Mstep: Class 19 contains 14173 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716000.000000 Penalty: 88616.031250
Iteration 337Q: 26 clusters Score -1.94716e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134729 members 
Mstep: Class 2 contains 4926 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 100930 members 
Mstep: Class 7 contains 155319 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113318 members 
Mstep: Class 10 contains 165996 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 162449 members 
Mstep: Class 13 contains 179415 members 
Mstep: Class 14 contains 194948 members 
Mstep: Class 15 contains 92772 members 
Mstep: Class 16 contains 166229 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78066 members 
Mstep: Class 19 contains 14177 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716128.000000 Penalty: 88616.031250
Iteration 338Q: 26 clusters Score -1.947161e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134826 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5629 members 
Mstep: Class 6 contains 100910 members 
Mstep: Class 7 contains 155325 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113329 members 
Mstep: Class 10 contains 166012 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 162438 members 
Mstep: Class 13 contains 179408 members 
Mstep: Class 14 contains 194925 members 
Mstep: Class 15 contains 92736 members 
Mstep: Class 16 contains 166160 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78058 members 
Mstep: Class 19 contains 14183 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715968.000000 Penalty: 88616.031250
Iteration 339Q: 26 clusters Score -1.94716e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 100889 members 
Mstep: Class 7 contains 155316 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113345 members 
Mstep: Class 10 contains 166019 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 162444 members 
Mstep: Class 13 contains 179418 members 
Mstep: Class 14 contains 194911 members 
Mstep: Class 15 contains 92699 members 
Mstep: Class 16 contains 166076 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78049 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 22553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715904.000000 Penalty: 88616.031250
Iteration 340F: 26 clusters Score -1.947159e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135000 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100856 members 
Mstep: Class 7 contains 155303 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113362 members 
Mstep: Class 10 contains 166017 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 162461 members 
Mstep: Class 13 contains 179419 members 
Mstep: Class 14 contains 194924 members 
Mstep: Class 15 contains 92665 members 
Mstep: Class 16 contains 165986 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78044 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715904.000000 Penalty: 88616.031250
Iteration 341Q: 26 clusters Score -1.947159e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135095 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100821 members 
Mstep: Class 7 contains 155292 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113374 members 
Mstep: Class 10 contains 166018 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 162473 members 
Mstep: Class 13 contains 179410 members 
Mstep: Class 14 contains 194939 members 
Mstep: Class 15 contains 92629 members 
Mstep: Class 16 contains 165908 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78048 members 
Mstep: Class 19 contains 14202 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716016.000000 Penalty: 88616.031250
Iteration 342Q: 26 clusters Score -1.94716e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 100809 members 
Mstep: Class 7 contains 155277 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113370 members 
Mstep: Class 10 contains 166019 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 162491 members 
Mstep: Class 13 contains 179407 members 
Mstep: Class 14 contains 194958 members 
Mstep: Class 15 contains 92596 members 
Mstep: Class 16 contains 165829 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78044 members 
Mstep: Class 19 contains 14202 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715808.000000 Penalty: 88616.031250
Iteration 343Q: 26 clusters Score -1.947158e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135256 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100796 members 
Mstep: Class 7 contains 155261 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113374 members 
Mstep: Class 10 contains 166011 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 162506 members 
Mstep: Class 13 contains 179406 members 
Mstep: Class 14 contains 194985 members 
Mstep: Class 15 contains 92567 members 
Mstep: Class 16 contains 165747 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78040 members 
Mstep: Class 19 contains 14203 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1108 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715584.000000 Penalty: 88616.031250
Iteration 344Q: 26 clusters Score -1.947156e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135317 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100783 members 
Mstep: Class 7 contains 155255 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113386 members 
Mstep: Class 10 contains 165995 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 162523 members 
Mstep: Class 13 contains 179395 members 
Mstep: Class 14 contains 195000 members 
Mstep: Class 15 contains 92546 members 
Mstep: Class 16 contains 165678 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78044 members 
Mstep: Class 19 contains 14204 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1109 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715584.000000 Penalty: 88616.031250
Iteration 345Q: 26 clusters Score -1.947156e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100766 members 
Mstep: Class 7 contains 155242 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113388 members 
Mstep: Class 10 contains 165979 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 162536 members 
Mstep: Class 13 contains 179380 members 
Mstep: Class 14 contains 194999 members 
Mstep: Class 15 contains 92530 members 
Mstep: Class 16 contains 165640 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78040 members 
Mstep: Class 19 contains 14209 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1110 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716016.000000 Penalty: 88616.031250
Iteration 346Q: 26 clusters Score -1.94716e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135467 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100747 members 
Mstep: Class 7 contains 155238 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113401 members 
Mstep: Class 10 contains 165947 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 162550 members 
Mstep: Class 13 contains 179378 members 
Mstep: Class 14 contains 194978 members 
Mstep: Class 15 contains 92507 members 
Mstep: Class 16 contains 165616 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78039 members 
Mstep: Class 19 contains 14216 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716016.000000 Penalty: 88616.031250
Iteration 347Q: 26 clusters Score -1.94716e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100732 members 
Mstep: Class 7 contains 155233 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113418 members 
Mstep: Class 10 contains 165916 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 162555 members 
Mstep: Class 13 contains 179375 members 
Mstep: Class 14 contains 194963 members 
Mstep: Class 15 contains 92485 members 
Mstep: Class 16 contains 165561 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78043 members 
Mstep: Class 19 contains 14222 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2698 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716032.000000 Penalty: 88616.031250
Iteration 348Q: 26 clusters Score -1.94716e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100710 members 
Mstep: Class 7 contains 155223 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113423 members 
Mstep: Class 10 contains 165894 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 162559 members 
Mstep: Class 13 contains 179359 members 
Mstep: Class 14 contains 194985 members 
Mstep: Class 15 contains 92470 members 
Mstep: Class 16 contains 165512 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78037 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716272.000000 Penalty: 88616.031250
Iteration 349Q: 26 clusters Score -1.947163e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135686 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100690 members 
Mstep: Class 7 contains 155240 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113421 members 
Mstep: Class 10 contains 165860 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 162583 members 
Mstep: Class 13 contains 179338 members 
Mstep: Class 14 contains 194996 members 
Mstep: Class 15 contains 92456 members 
Mstep: Class 16 contains 165447 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78042 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1111 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 22776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716224.000000 Penalty: 88616.031250
Iteration 350Q: 26 clusters Score -1.947162e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100687 members 
Mstep: Class 7 contains 155244 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113419 members 
Mstep: Class 10 contains 165845 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 162593 members 
Mstep: Class 13 contains 179319 members 
Mstep: Class 14 contains 195016 members 
Mstep: Class 15 contains 92442 members 
Mstep: Class 16 contains 165377 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78049 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1112 members 
Mstep: Class 24 contains 693 members 
Mstep: Class 25 contains 22789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716144.000000 Penalty: 88616.031250
Iteration 351Q: 26 clusters Score -1.947161e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100673 members 
Mstep: Class 7 contains 155250 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113411 members 
Mstep: Class 10 contains 165825 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 162609 members 
Mstep: Class 13 contains 179315 members 
Mstep: Class 14 contains 195035 members 
Mstep: Class 15 contains 92427 members 
Mstep: Class 16 contains 165306 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78053 members 
Mstep: Class 19 contains 14230 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1113 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716112.000000 Penalty: 88616.031250
Iteration 352Q: 26 clusters Score -1.947161e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100665 members 
Mstep: Class 7 contains 155255 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113414 members 
Mstep: Class 10 contains 165807 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 162609 members 
Mstep: Class 13 contains 179287 members 
Mstep: Class 14 contains 195068 members 
Mstep: Class 15 contains 92415 members 
Mstep: Class 16 contains 165230 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78060 members 
Mstep: Class 19 contains 14228 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1114 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715872.000000 Penalty: 88616.031250
Iteration 353Q: 26 clusters Score -1.947159e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100671 members 
Mstep: Class 7 contains 155254 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113420 members 
Mstep: Class 10 contains 165793 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 162623 members 
Mstep: Class 13 contains 179277 members 
Mstep: Class 14 contains 195085 members 
Mstep: Class 15 contains 92397 members 
Mstep: Class 16 contains 165141 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78065 members 
Mstep: Class 19 contains 14227 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715760.000000 Penalty: 88616.031250
Iteration 354Q: 26 clusters Score -1.947158e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100674 members 
Mstep: Class 7 contains 155249 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113423 members 
Mstep: Class 10 contains 165781 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 162643 members 
Mstep: Class 13 contains 179249 members 
Mstep: Class 14 contains 195099 members 
Mstep: Class 15 contains 92383 members 
Mstep: Class 16 contains 165084 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78063 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1116 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715568.000000 Penalty: 88616.031250
Iteration 355Q: 26 clusters Score -1.947156e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136073 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100676 members 
Mstep: Class 7 contains 155248 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113421 members 
Mstep: Class 10 contains 165758 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 162661 members 
Mstep: Class 13 contains 179229 members 
Mstep: Class 14 contains 195121 members 
Mstep: Class 15 contains 92358 members 
Mstep: Class 16 contains 165026 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78063 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1117 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715584.000000 Penalty: 88616.031250
Iteration 356Q: 26 clusters Score -1.947156e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100677 members 
Mstep: Class 7 contains 155248 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113426 members 
Mstep: Class 10 contains 165737 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 162675 members 
Mstep: Class 13 contains 179215 members 
Mstep: Class 14 contains 195136 members 
Mstep: Class 15 contains 92334 members 
Mstep: Class 16 contains 164973 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78064 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1258 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1118 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715632.000000 Penalty: 88616.031250
Iteration 357Q: 26 clusters Score -1.947156e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136199 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100668 members 
Mstep: Class 7 contains 155249 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113428 members 
Mstep: Class 10 contains 165723 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 162679 members 
Mstep: Class 13 contains 179203 members 
Mstep: Class 14 contains 195160 members 
Mstep: Class 15 contains 92315 members 
Mstep: Class 16 contains 164922 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78067 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 1259 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1119 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715520.000000 Penalty: 88616.031250
Iteration 358Q: 26 clusters Score -1.947155e+08 nChanged 495
Entering ConstructFrom: 
Score: -194715520.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (136275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136275 members 
Entering Unmasked Estep 
Score: -16992682.000000 Penalty: 2931.962891
	Iteration 0F: 2 clusters Score -1.699268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -16901788.000000 Penalty: 5863.925781
	Iteration 0F: 3 clusters Score -1.690179e+07 nChanged 64824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 65017 members 
Entering Unmasked Estep 
Score: -16938852.000000 Penalty: 5863.925781
	Iteration 1F: 3 clusters Score -1.693885e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -16939742.000000 Penalty: 5863.925781
	Iteration 2Q: 3 clusters Score -1.693974e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -16941078.000000 Penalty: 5863.925781
	Iteration 3Q: 3 clusters Score -1.694108e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -16942978.000000 Penalty: 5863.925781
	Iteration 4Q: 3 clusters Score -1.694298e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -16946192.000000 Penalty: 5863.925781
	Iteration 5Q: 3 clusters Score -1.694619e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -16951554.000000 Penalty: 5863.925781
	Iteration 6F: 3 clusters Score -1.695155e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -16959428.000000 Penalty: 5863.925781
	Iteration 7F: 3 clusters Score -1.695943e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -16968912.000000 Penalty: 5863.925781
	Iteration 8F: 3 clusters Score -1.696891e+07 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121661 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -16977676.000000 Penalty: 5863.925781
	Iteration 9F: 3 clusters Score -1.697768e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -16983712.000000 Penalty: 5863.925781
	Iteration 10Q: 3 clusters Score -1.698371e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -16986914.000000 Penalty: 5863.925781
	Iteration 11Q: 3 clusters Score -1.698691e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -16988428.000000 Penalty: 5863.925781
	Iteration 12Q: 3 clusters Score -1.698843e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -16989210.000000 Penalty: 5863.925781
	Iteration 13Q: 3 clusters Score -1.698921e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -16989616.000000 Penalty: 5863.925781
	Iteration 14Q: 3 clusters Score -1.698962e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135547 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16989820.000000 Penalty: 5863.925781
	Iteration 15Q: 3 clusters Score -1.698982e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -16989906.000000 Penalty: 5863.925781
	Iteration 16Q: 3 clusters Score -1.698991e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -16989954.000000 Penalty: 5863.925781
	Iteration 17Q: 3 clusters Score -1.698995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135726 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -16989992.000000 Penalty: 5863.925781
	Iteration 18Q: 3 clusters Score -1.698999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16990018.000000 Penalty: 5863.925781
	Iteration 19Q: 3 clusters Score -1.699002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135749 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16990038.000000 Penalty: 5863.925781
	Iteration 20F: 3 clusters Score -1.699004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16990052.000000 Penalty: 5863.925781
	Iteration 21Q: 3 clusters Score -1.699005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16990060.000000 Penalty: 5863.925781
	Iteration 22Q: 3 clusters Score -1.699006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -16990054.000000 Penalty: 5863.925781
	Iteration 23Q: 3 clusters Score -1.699005e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135783 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16990066.000000 Penalty: 5863.925781
	Iteration 24Q: 3 clusters Score -1.699007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135790 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -16990066.000000 Penalty: 5863.925781
	Iteration 25Q: 3 clusters Score -1.699007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135797 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16990088.000000 Penalty: 5863.925781
	Iteration 26Q: 3 clusters Score -1.699009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16990096.000000 Penalty: 5863.925781
	Iteration 27Q: 3 clusters Score -1.69901e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135810 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16990102.000000 Penalty: 5863.925781
	Iteration 28Q: 3 clusters Score -1.69901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16990118.000000 Penalty: 5863.925781
	Iteration 29Q: 3 clusters Score -1.699012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -16990120.000000 Penalty: 5863.925781
	Iteration 30Q: 3 clusters Score -1.699012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16990120.000000 Penalty: 5863.925781
	Iteration 31Q: 3 clusters Score -1.699012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16990116.000000 Penalty: 5863.925781
	Iteration 32Q: 3 clusters Score -1.699012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16990124.000000 Penalty: 5863.925781
	Iteration 33Q: 3 clusters Score -1.699012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16990122.000000 Penalty: 5863.925781
	Iteration 34Q: 3 clusters Score -1.699012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16990124.000000 Penalty: 5863.925781
	Iteration 35Q: 3 clusters Score -1.699012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -16990120.000000 Penalty: 5863.925781
	Iteration 36Q: 3 clusters Score -1.699012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16990126.000000 Penalty: 5863.925781
	Iteration 37Q: 3 clusters Score -1.699013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -16990140.000000 Penalty: 5863.925781
	Iteration 38Q: 3 clusters Score -1.699014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135835 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16990146.000000 Penalty: 5863.925781
	Iteration 39Q: 3 clusters Score -1.699015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135838 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16990160.000000 Penalty: 5863.925781
	Iteration 40F: 3 clusters Score -1.699016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16990154.000000 Penalty: 5863.925781
	Iteration 41Q: 3 clusters Score -1.699015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -16990160.000000 Penalty: 5863.925781
	Iteration 42Q: 3 clusters Score -1.699016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16990162.000000 Penalty: 5863.925781
	Iteration 43Q: 3 clusters Score -1.699016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16990162.000000 Penalty: 5863.925781
	Iteration 44Q: 3 clusters Score -1.699016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -16990162.000000 Penalty: 5863.925781
	Iteration 45F: 3 clusters Score -1.699016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -601787.187500 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -601787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -597253.375000 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -597253.4 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -598363.875000 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -598363.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -598552.562500 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -598552.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -598650.312500 Penalty: 4222.340332
	Iteration 3Q: 3 clusters Score -598650.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -598714.062500 Penalty: 4222.340332
	Iteration 4Q: 3 clusters Score -598714.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -598754.312500 Penalty: 4222.340332
	Iteration 5Q: 3 clusters Score -598754.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -598789.312500 Penalty: 4222.340332
	Iteration 6Q: 3 clusters Score -598789.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -598817.375000 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -598817.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -598852.312500 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -598852.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -598897.062500 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -598897.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -598935.375000 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -598935.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -598969.812500 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -598969.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -598999.500000 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -598999.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -599035.812500 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -599035.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -599071.250000 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -599071.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -599105.625000 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -599105.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -599141.000000 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -599141 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -599168.750000 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -599168.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -599199.875000 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -599199.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -599238.625000 Penalty: 4222.340332
	Iteration 19Q: 3 clusters Score -599238.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -599281.687500 Penalty: 4222.340332
	Iteration 20F: 3 clusters Score -599281.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -599330.750000 Penalty: 4222.340332
	Iteration 21Q: 3 clusters Score -599330.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -599384.562500 Penalty: 4222.340332
	Iteration 22Q: 3 clusters Score -599384.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -599448.375000 Penalty: 4222.340332
	Iteration 23Q: 3 clusters Score -599448.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -599504.437500 Penalty: 4222.340332
	Iteration 24Q: 3 clusters Score -599504.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -599563.562500 Penalty: 4222.340332
	Iteration 25Q: 3 clusters Score -599563.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -599612.312500 Penalty: 4222.340332
	Iteration 26Q: 3 clusters Score -599612.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -599660.437500 Penalty: 4222.340332
	Iteration 27Q: 3 clusters Score -599660.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -599705.187500 Penalty: 4222.340332
	Iteration 28Q: 3 clusters Score -599705.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -599738.812500 Penalty: 4222.340332
	Iteration 29Q: 3 clusters Score -599738.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -599762.125000 Penalty: 4222.340332
	Iteration 30Q: 3 clusters Score -599762.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -599779.625000 Penalty: 4222.340332
	Iteration 31Q: 3 clusters Score -599779.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -599795.687500 Penalty: 4222.340332
	Iteration 32Q: 3 clusters Score -599795.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -599812.687500 Penalty: 4222.340332
	Iteration 33Q: 3 clusters Score -599812.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -599834.687500 Penalty: 4222.340332
	Iteration 34Q: 3 clusters Score -599834.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -599854.437500 Penalty: 4222.340332
	Iteration 35Q: 3 clusters Score -599854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -599875.750000 Penalty: 4222.340332
	Iteration 36Q: 3 clusters Score -599875.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -599899.312500 Penalty: 4222.340332
	Iteration 37Q: 3 clusters Score -599899.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -599914.875000 Penalty: 4222.340332
	Iteration 38Q: 3 clusters Score -599914.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -599928.750000 Penalty: 4222.340332
	Iteration 39Q: 3 clusters Score -599928.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -599932.937500 Penalty: 4222.340332
	Iteration 40F: 3 clusters Score -599932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -599935.437500 Penalty: 4222.340332
	Iteration 41Q: 3 clusters Score -599935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -599938.000000 Penalty: 4222.340332
	Iteration 42Q: 3 clusters Score -599938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -599938.437500 Penalty: 4222.340332
	Iteration 43Q: 3 clusters Score -599938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -599938.437500 Penalty: 4222.340332
	Iteration 44F: 3 clusters Score -599938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Entering Unmasked Estep 
Score: -539045.312500 Penalty: 2083.753418
	Iteration 0F: 2 clusters Score -539045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -534885.750000 Penalty: 4167.506836
	Iteration 0F: 3 clusters Score -534885.8 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -535852.375000 Penalty: 4167.506836
	Iteration 1F: 3 clusters Score -535852.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -536051.375000 Penalty: 4167.506836
	Iteration 2F: 3 clusters Score -536051.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -536213.687500 Penalty: 4167.506836
	Iteration 3Q: 3 clusters Score -536213.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -536389.312500 Penalty: 4167.506836
	Iteration 4Q: 3 clusters Score -536389.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -536575.312500 Penalty: 4167.506836
	Iteration 5Q: 3 clusters Score -536575.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -536771.250000 Penalty: 4167.506836
	Iteration 6Q: 3 clusters Score -536771.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -537047.875000 Penalty: 4167.506836
	Iteration 7F: 3 clusters Score -537047.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -537335.312500 Penalty: 4167.506836
	Iteration 8F: 3 clusters Score -537335.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -537535.000000 Penalty: 4167.506836
	Iteration 9Q: 3 clusters Score -537535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -537681.625000 Penalty: 4167.506836
	Iteration 10Q: 3 clusters Score -537681.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -537785.187500 Penalty: 4167.506836
	Iteration 11Q: 3 clusters Score -537785.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -537851.812500 Penalty: 4167.506836
	Iteration 12Q: 3 clusters Score -537851.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -537901.687500 Penalty: 4167.506836
	Iteration 13Q: 3 clusters Score -537901.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -537937.437500 Penalty: 4167.506836
	Iteration 14Q: 3 clusters Score -537937.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -537970.000000 Penalty: 4167.506836
	Iteration 15Q: 3 clusters Score -537970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -538001.125000 Penalty: 4167.506836
	Iteration 16Q: 3 clusters Score -538001.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -538031.187500 Penalty: 4167.506836
	Iteration 17Q: 3 clusters Score -538031.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -538052.625000 Penalty: 4167.506836
	Iteration 18Q: 3 clusters Score -538052.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -538075.125000 Penalty: 4167.506836
	Iteration 19Q: 3 clusters Score -538075.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -538112.375000 Penalty: 4167.506836
	Iteration 20F: 3 clusters Score -538112.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -538152.812500 Penalty: 4167.506836
	Iteration 21Q: 3 clusters Score -538152.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -538198.937500 Penalty: 4167.506836
	Iteration 22Q: 3 clusters Score -538198.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -538232.937500 Penalty: 4167.506836
	Iteration 23Q: 3 clusters Score -538232.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -538259.500000 Penalty: 4167.506836
	Iteration 24Q: 3 clusters Score -538259.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -538283.750000 Penalty: 4167.506836
	Iteration 25Q: 3 clusters Score -538283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -538299.312500 Penalty: 4167.506836
	Iteration 26Q: 3 clusters Score -538299.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -538310.812500 Penalty: 4167.506836
	Iteration 27Q: 3 clusters Score -538310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -538338.562500 Penalty: 4167.506836
	Iteration 28Q: 3 clusters Score -538338.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -538363.750000 Penalty: 4167.506836
	Iteration 29Q: 3 clusters Score -538363.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -538383.500000 Penalty: 4167.506836
	Iteration 30Q: 3 clusters Score -538383.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -538399.437500 Penalty: 4167.506836
	Iteration 31Q: 3 clusters Score -538399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -538408.937500 Penalty: 4167.506836
	Iteration 32Q: 3 clusters Score -538408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -538417.437500 Penalty: 4167.506836
	Iteration 33Q: 3 clusters Score -538417.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -538429.250000 Penalty: 4167.506836
	Iteration 34Q: 3 clusters Score -538429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -538436.750000 Penalty: 4167.506836
	Iteration 35Q: 3 clusters Score -538436.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -538443.312500 Penalty: 4167.506836
	Iteration 36Q: 3 clusters Score -538443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -538449.625000 Penalty: 4167.506836
	Iteration 37Q: 3 clusters Score -538449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -538456.125000 Penalty: 4167.506836
	Iteration 38Q: 3 clusters Score -538456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -538457.250000 Penalty: 4167.506836
	Iteration 39Q: 3 clusters Score -538457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -538458.437500 Penalty: 4167.506836
	Iteration 40F: 3 clusters Score -538458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -538459.812500 Penalty: 4167.506836
	Iteration 41Q: 3 clusters Score -538459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -538461.812500 Penalty: 4167.506836
	Iteration 42Q: 3 clusters Score -538461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -538461.937500 Penalty: 4167.506836
	Iteration 43Q: 3 clusters Score -538461.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -538463.437500 Penalty: 4167.506836
	Iteration 44Q: 3 clusters Score -538463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -538463.875000 Penalty: 4167.506836
	Iteration 45Q: 3 clusters Score -538463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -538465.437500 Penalty: 4167.506836
	Iteration 46Q: 3 clusters Score -538465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -538465.375000 Penalty: 4167.506836
	Iteration 47Q: 3 clusters Score -538465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -538464.875000 Penalty: 4167.506836
	Iteration 48Q: 3 clusters Score -538464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -538467.937500 Penalty: 4167.506836
	Iteration 49Q: 3 clusters Score -538467.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -538469.437500 Penalty: 4167.506836
	Iteration 50Q: 3 clusters Score -538469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -538469.812500 Penalty: 4167.506836
	Iteration 51Q: 3 clusters Score -538469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -538470.750000 Penalty: 4167.506836
	Iteration 52Q: 3 clusters Score -538470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -538472.125000 Penalty: 4167.506836
	Iteration 53Q: 3 clusters Score -538472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -538471.437500 Penalty: 4167.506836
	Iteration 54Q: 3 clusters Score -538471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -538472.375000 Penalty: 4167.506836
	Iteration 55Q: 3 clusters Score -538472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -538473.437500 Penalty: 4167.506836
	Iteration 56Q: 3 clusters Score -538473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -538473.687500 Penalty: 4167.506836
	Iteration 57Q: 3 clusters Score -538473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -538475.312500 Penalty: 4167.506836
	Iteration 58Q: 3 clusters Score -538475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -538475.625000 Penalty: 4167.506836
	Iteration 59Q: 3 clusters Score -538475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -538475.625000 Penalty: 4167.506836
	Iteration 60F: 3 clusters Score -538475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -159449.031250 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -159449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157246.250000 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -157246.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157602.953125 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -157603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157700.171875 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -157700.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157762.625000 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -157762.6 nChanged 35
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: -157797.343750 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -157797.3 nChanged 20
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: -157813.703125 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -157813.7 nChanged 12
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: -157823.390625 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -157823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157830.687500 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -157830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157836.687500 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -157836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157837.968750 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -157838 nChanged 3
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: -157842.062500 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -157842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -157843.171875 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -157843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157846.562500 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -157846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -157850.843750 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -157850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -157850.843750 Penalty: 3568.440674
	Iteration 14F: 3 clusters Score -157850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Entering Unmasked Estep 
Score: -653055.437500 Penalty: 2141.870605
	Iteration 0F: 2 clusters Score -653055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -648103.562500 Penalty: 4283.741211
	Iteration 0F: 3 clusters Score -648103.6 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -649425.687500 Penalty: 4283.741211
	Iteration 1F: 3 clusters Score -649425.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -649769.312500 Penalty: 4283.741211
	Iteration 2F: 3 clusters Score -649769.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -650048.062500 Penalty: 4283.741211
	Iteration 3F: 3 clusters Score -650048.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -650280.750000 Penalty: 4283.741211
	Iteration 4F: 3 clusters Score -650280.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -650457.062500 Penalty: 4283.741211
	Iteration 5Q: 3 clusters Score -650457.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -650608.125000 Penalty: 4283.741211
	Iteration 6Q: 3 clusters Score -650608.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -650747.500000 Penalty: 4283.741211
	Iteration 7Q: 3 clusters Score -650747.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -650881.437500 Penalty: 4283.741211
	Iteration 8Q: 3 clusters Score -650881.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -650991.937500 Penalty: 4283.741211
	Iteration 9Q: 3 clusters Score -650991.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -651082.375000 Penalty: 4283.741211
	Iteration 10Q: 3 clusters Score -651082.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -651160.687500 Penalty: 4283.741211
	Iteration 11Q: 3 clusters Score -651160.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -651224.812500 Penalty: 4283.741211
	Iteration 12Q: 3 clusters Score -651224.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -651266.625000 Penalty: 4283.741211
	Iteration 13Q: 3 clusters Score -651266.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -651304.312500 Penalty: 4283.741211
	Iteration 14Q: 3 clusters Score -651304.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -651339.312500 Penalty: 4283.741211
	Iteration 15Q: 3 clusters Score -651339.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -651365.500000 Penalty: 4283.741211
	Iteration 16Q: 3 clusters Score -651365.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -651391.250000 Penalty: 4283.741211
	Iteration 17Q: 3 clusters Score -651391.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -651409.625000 Penalty: 4283.741211
	Iteration 18Q: 3 clusters Score -651409.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -651425.437500 Penalty: 4283.741211
	Iteration 19Q: 3 clusters Score -651425.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -651446.625000 Penalty: 4283.741211
	Iteration 20F: 3 clusters Score -651446.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -651480.062500 Penalty: 4283.741211
	Iteration 21Q: 3 clusters Score -651480.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -651508.000000 Penalty: 4283.741211
	Iteration 22Q: 3 clusters Score -651508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -651524.437500 Penalty: 4283.741211
	Iteration 23Q: 3 clusters Score -651524.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -651543.625000 Penalty: 4283.741211
	Iteration 24Q: 3 clusters Score -651543.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -651554.687500 Penalty: 4283.741211
	Iteration 25Q: 3 clusters Score -651554.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -651567.437500 Penalty: 4283.741211
	Iteration 26Q: 3 clusters Score -651567.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -651577.562500 Penalty: 4283.741211
	Iteration 27Q: 3 clusters Score -651577.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -651588.687500 Penalty: 4283.741211
	Iteration 28Q: 3 clusters Score -651588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -651594.625000 Penalty: 4283.741211
	Iteration 29Q: 3 clusters Score -651594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -651600.250000 Penalty: 4283.741211
	Iteration 30Q: 3 clusters Score -651600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -651605.750000 Penalty: 4283.741211
	Iteration 31Q: 3 clusters Score -651605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -651608.750000 Penalty: 4283.741211
	Iteration 32Q: 3 clusters Score -651608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -651607.625000 Penalty: 4283.741211
	Iteration 33Q: 3 clusters Score -651607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -651607.937500 Penalty: 4283.741211
	Iteration 34Q: 3 clusters Score -651607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -651610.750000 Penalty: 4283.741211
	Iteration 35Q: 3 clusters Score -651610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -651610.375000 Penalty: 4283.741211
	Iteration 36Q: 3 clusters Score -651610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -651611.750000 Penalty: 4283.741211
	Iteration 37Q: 3 clusters Score -651611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -651613.437500 Penalty: 4283.741211
	Iteration 38Q: 3 clusters Score -651613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -651618.562500 Penalty: 4283.741211
	Iteration 39Q: 3 clusters Score -651618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -651619.062500 Penalty: 4283.741211
	Iteration 40F: 3 clusters Score -651619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -651620.375000 Penalty: 4283.741211
	Iteration 41Q: 3 clusters Score -651620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -651625.500000 Penalty: 4283.741211
	Iteration 42Q: 3 clusters Score -651625.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -651626.562500 Penalty: 4283.741211
	Iteration 43Q: 3 clusters Score -651626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -651631.250000 Penalty: 4283.741211
	Iteration 44Q: 3 clusters Score -651631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -651634.687500 Penalty: 4283.741211
	Iteration 45Q: 3 clusters Score -651634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -651638.562500 Penalty: 4283.741211
	Iteration 46Q: 3 clusters Score -651638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -651640.625000 Penalty: 4283.741211
	Iteration 47Q: 3 clusters Score -651640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -651645.250000 Penalty: 4283.741211
	Iteration 48Q: 3 clusters Score -651645.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -651650.750000 Penalty: 4283.741211
	Iteration 49Q: 3 clusters Score -651650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -651657.937500 Penalty: 4283.741211
	Iteration 50Q: 3 clusters Score -651657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -651659.812500 Penalty: 4283.741211
	Iteration 51Q: 3 clusters Score -651659.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -651667.750000 Penalty: 4283.741211
	Iteration 52Q: 3 clusters Score -651667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -651677.500000 Penalty: 4283.741211
	Iteration 53Q: 3 clusters Score -651677.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -651682.562500 Penalty: 4283.741211
	Iteration 54Q: 3 clusters Score -651682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -651686.062500 Penalty: 4283.741211
	Iteration 55Q: 3 clusters Score -651686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -651691.500000 Penalty: 4283.741211
	Iteration 56Q: 3 clusters Score -651691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -651696.062500 Penalty: 4283.741211
	Iteration 57Q: 3 clusters Score -651696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -651699.375000 Penalty: 4283.741211
	Iteration 58Q: 3 clusters Score -651699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -651705.312500 Penalty: 4283.741211
	Iteration 59Q: 3 clusters Score -651705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -651708.250000 Penalty: 4283.741211
	Iteration 60F: 3 clusters Score -651708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -651712.437500 Penalty: 4283.741211
	Iteration 61Q: 3 clusters Score -651712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -651716.937500 Penalty: 4283.741211
	Iteration 62Q: 3 clusters Score -651716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -651722.625000 Penalty: 4283.741211
	Iteration 63Q: 3 clusters Score -651722.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -651723.187500 Penalty: 4283.741211
	Iteration 64Q: 3 clusters Score -651723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -651727.437500 Penalty: 4283.741211
	Iteration 65Q: 3 clusters Score -651727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -651728.562500 Penalty: 4283.741211
	Iteration 66Q: 3 clusters Score -651728.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -651732.375000 Penalty: 4283.741211
	Iteration 67Q: 3 clusters Score -651732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -651731.375000 Penalty: 4283.741211
	Iteration 68Q: 3 clusters Score -651731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -651733.875000 Penalty: 4283.741211
	Iteration 69Q: 3 clusters Score -651733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -651735.500000 Penalty: 4283.741211
	Iteration 70Q: 3 clusters Score -651735.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -651735.500000 Penalty: 4283.741211
	Iteration 71F: 3 clusters Score -651735.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Entering Unmasked Estep 
Score: -12508588.000000 Penalty: 2856.819580
	Iteration 0F: 2 clusters Score -1.250859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -12441108.000000 Penalty: 5713.639160
	Iteration 0F: 3 clusters Score -1.244111e+07 nChanged 47665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -12468343.000000 Penalty: 5713.639160
	Iteration 1F: 3 clusters Score -1.246834e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -12468936.000000 Penalty: 5713.639160
	Iteration 2Q: 3 clusters Score -1.246894e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -12469723.000000 Penalty: 5713.639160
	Iteration 3Q: 3 clusters Score -1.246972e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -12470723.000000 Penalty: 5713.639160
	Iteration 4Q: 3 clusters Score -1.247072e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -12471974.000000 Penalty: 5713.639160
	Iteration 5Q: 3 clusters Score -1.247197e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -12473983.000000 Penalty: 5713.639160
	Iteration 6Q: 3 clusters Score -1.247398e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -12476628.000000 Penalty: 5713.639160
	Iteration 7Q: 3 clusters Score -1.247663e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -12480621.000000 Penalty: 5713.639160
	Iteration 8F: 3 clusters Score -1.248062e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -12485464.000000 Penalty: 5713.639160
	Iteration 9F: 3 clusters Score -1.248546e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -12490756.000000 Penalty: 5713.639160
	Iteration 10F: 3 clusters Score -1.249076e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -12495447.000000 Penalty: 5713.639160
	Iteration 11F: 3 clusters Score -1.249545e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -12499139.000000 Penalty: 5713.639160
	Iteration 12Q: 3 clusters Score -1.249914e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -12501758.000000 Penalty: 5713.639160
	Iteration 13Q: 3 clusters Score -1.250176e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -12503538.000000 Penalty: 5713.639160
	Iteration 14Q: 3 clusters Score -1.250354e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -12504600.000000 Penalty: 5713.639160
	Iteration 15Q: 3 clusters Score -1.25046e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98471 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12505182.000000 Penalty: 5713.639160
	Iteration 16Q: 3 clusters Score -1.250518e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98980 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -12505571.000000 Penalty: 5713.639160
	Iteration 17Q: 3 clusters Score -1.250557e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12505764.000000 Penalty: 5713.639160
	Iteration 18Q: 3 clusters Score -1.250576e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -12505906.000000 Penalty: 5713.639160
	Iteration 19Q: 3 clusters Score -1.250591e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12505994.000000 Penalty: 5713.639160
	Iteration 20F: 3 clusters Score -1.250599e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -12506045.000000 Penalty: 5713.639160
	Iteration 21Q: 3 clusters Score -1.250604e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12506097.000000 Penalty: 5713.639160
	Iteration 22Q: 3 clusters Score -1.25061e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12506125.000000 Penalty: 5713.639160
	Iteration 23Q: 3 clusters Score -1.250612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12506161.000000 Penalty: 5713.639160
	Iteration 24Q: 3 clusters Score -1.250616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12506174.000000 Penalty: 5713.639160
	Iteration 25Q: 3 clusters Score -1.250617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12506178.000000 Penalty: 5713.639160
	Iteration 26Q: 3 clusters Score -1.250618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12506185.000000 Penalty: 5713.639160
	Iteration 27Q: 3 clusters Score -1.250618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12506183.000000 Penalty: 5713.639160
	Iteration 28Q: 3 clusters Score -1.250618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12506190.000000 Penalty: 5713.639160
	Iteration 29Q: 3 clusters Score -1.250619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99879 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12506191.000000 Penalty: 5713.639160
	Iteration 30Q: 3 clusters Score -1.250619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12506190.000000 Penalty: 5713.639160
	Iteration 31Q: 3 clusters Score -1.250619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12506200.000000 Penalty: 5713.639160
	Iteration 32Q: 3 clusters Score -1.25062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99893 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12506197.000000 Penalty: 5713.639160
	Iteration 33Q: 3 clusters Score -1.25062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12506201.000000 Penalty: 5713.639160
	Iteration 34Q: 3 clusters Score -1.25062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12506205.000000 Penalty: 5713.639160
	Iteration 35Q: 3 clusters Score -1.25062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12506201.000000 Penalty: 5713.639160
	Iteration 36Q: 3 clusters Score -1.25062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99904 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12506208.000000 Penalty: 5713.639160
	Iteration 37Q: 3 clusters Score -1.250621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12506203.000000 Penalty: 5713.639160
	Iteration 38Q: 3 clusters Score -1.25062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12506203.000000 Penalty: 5713.639160
	Iteration 39F: 3 clusters Score -1.25062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155242 members 
Entering Unmasked Estep 
Score: -19156648.000000 Penalty: 2964.279785
	Iteration 0F: 2 clusters Score -1.915665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -19052946.000000 Penalty: 5928.559570
	Iteration 0F: 3 clusters Score -1.905295e+07 nChanged 74124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -19096662.000000 Penalty: 5928.559570
	Iteration 1F: 3 clusters Score -1.909666e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -19098224.000000 Penalty: 5928.559570
	Iteration 2Q: 3 clusters Score -1.909822e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -19100334.000000 Penalty: 5928.559570
	Iteration 3Q: 3 clusters Score -1.910033e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -19103864.000000 Penalty: 5928.559570
	Iteration 4Q: 3 clusters Score -1.910386e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 106699 members 
Entering Unmasked Estep 
Score: -19109880.000000 Penalty: 5928.559570
	Iteration 5F: 3 clusters Score -1.910988e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 118839 members 
Entering Unmasked Estep 
Score: -19119280.000000 Penalty: 5928.559570
	Iteration 6F: 3 clusters Score -1.911928e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -19131582.000000 Penalty: 5928.559570
	Iteration 7F: 3 clusters Score -1.913158e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -19143554.000000 Penalty: 5928.559570
	Iteration 8F: 3 clusters Score -1.914355e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 151018 members 
Entering Unmasked Estep 
Score: -19150446.000000 Penalty: 5928.559570
	Iteration 9Q: 3 clusters Score -1.915045e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -19153038.000000 Penalty: 5928.559570
	Iteration 10Q: 3 clusters Score -1.915304e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -19153648.000000 Penalty: 5928.559570
	Iteration 11Q: 3 clusters Score -1.915365e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -19153858.000000 Penalty: 5928.559570
	Iteration 12Q: 3 clusters Score -1.915386e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -19153916.000000 Penalty: 5928.559570
	Iteration 13Q: 3 clusters Score -1.915392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -19153952.000000 Penalty: 5928.559570
	Iteration 14Q: 3 clusters Score -1.915395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -19154000.000000 Penalty: 5928.559570
	Iteration 15Q: 3 clusters Score -1.9154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 155057 members 
Entering Unmasked Estep 
Score: -19154006.000000 Penalty: 5928.559570
	Iteration 16Q: 3 clusters Score -1.915401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -19154018.000000 Penalty: 5928.559570
	Iteration 17Q: 3 clusters Score -1.915402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -19154024.000000 Penalty: 5928.559570
	Iteration 18Q: 3 clusters Score -1.915402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -19154024.000000 Penalty: 5928.559570
	Iteration 19Q: 3 clusters Score -1.915402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -19154024.000000 Penalty: 5928.559570
	Iteration 20F: 3 clusters Score -1.915402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -100445.476562 Penalty: 1694.324463
	Iteration 0F: 2 clusters Score -100445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -98578.921875 Penalty: 3388.648926
	Iteration 0F: 3 clusters Score -98578.92 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -98852.812500 Penalty: 3388.648926
	Iteration 1F: 3 clusters Score -98852.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98963.476562 Penalty: 3388.648926
	Iteration 2F: 3 clusters Score -98963.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99030.093750 Penalty: 3388.648926
	Iteration 3Q: 3 clusters Score -99030.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99108.593750 Penalty: 3388.648926
	Iteration 4Q: 3 clusters Score -99108.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99205.796875 Penalty: 3388.648926
	Iteration 5Q: 3 clusters Score -99205.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99377.804688 Penalty: 3388.648926
	Iteration 6Q: 3 clusters Score -99377.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99579.359375 Penalty: 3388.648926
	Iteration 7F: 3 clusters Score -99579.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -99754.734375 Penalty: 3388.648926
	Iteration 8F: 3 clusters Score -99754.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99891.742188 Penalty: 3388.648926
	Iteration 9F: 3 clusters Score -99891.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -99983.875000 Penalty: 3388.648926
	Iteration 10Q: 3 clusters Score -99983.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -100036.234375 Penalty: 3388.648926
	Iteration 11Q: 3 clusters Score -100036.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -100070.210938 Penalty: 3388.648926
	Iteration 12Q: 3 clusters Score -100070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -100090.273438 Penalty: 3388.648926
	Iteration 13Q: 3 clusters Score -100090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -100100.757812 Penalty: 3388.648926
	Iteration 14Q: 3 clusters Score -100100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -100113.718750 Penalty: 3388.648926
	Iteration 15Q: 3 clusters Score -100113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -100121.164062 Penalty: 3388.648926
	Iteration 16Q: 3 clusters Score -100121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -100124.445312 Penalty: 3388.648926
	Iteration 17Q: 3 clusters Score -100124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -100129.601562 Penalty: 3388.648926
	Iteration 18Q: 3 clusters Score -100129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -100133.562500 Penalty: 3388.648926
	Iteration 19Q: 3 clusters Score -100133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -100141.023438 Penalty: 3388.648926
	Iteration 20F: 3 clusters Score -100141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -100158.906250 Penalty: 3388.648926
	Iteration 21Q: 3 clusters Score -100158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -100168.078125 Penalty: 3388.648926
	Iteration 22Q: 3 clusters Score -100168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -100177.953125 Penalty: 3388.648926
	Iteration 23Q: 3 clusters Score -100178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -100191.343750 Penalty: 3388.648926
	Iteration 24Q: 3 clusters Score -100191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -100205.257812 Penalty: 3388.648926
	Iteration 25Q: 3 clusters Score -100205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -100209.031250 Penalty: 3388.648926
	Iteration 26Q: 3 clusters Score -100209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -100209.031250 Penalty: 3388.648926
	Iteration 27F: 3 clusters Score -100209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (113440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Entering Unmasked Estep 
Score: -14092839.000000 Penalty: 2886.479248
	Iteration 0F: 2 clusters Score -1.409284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -14017066.000000 Penalty: 5772.958496
	Iteration 0F: 3 clusters Score -1.401707e+07 nChanged 53726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -14048227.000000 Penalty: 5772.958496
	Iteration 1F: 3 clusters Score -1.404823e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -14049621.000000 Penalty: 5772.958496
	Iteration 2Q: 3 clusters Score -1.404962e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -14051607.000000 Penalty: 5772.958496
	Iteration 3Q: 3 clusters Score -1.405161e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -14055273.000000 Penalty: 5772.958496
	Iteration 4F: 3 clusters Score -1.405527e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -14061006.000000 Penalty: 5772.958496
	Iteration 5F: 3 clusters Score -1.406101e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -14068991.000000 Penalty: 5772.958496
	Iteration 6F: 3 clusters Score -1.406899e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -14077609.000000 Penalty: 5772.958496
	Iteration 7F: 3 clusters Score -1.407761e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -14083743.000000 Penalty: 5772.958496
	Iteration 8F: 3 clusters Score -1.408374e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 107384 members 
Entering Unmasked Estep 
Score: -14087008.000000 Penalty: 5772.958496
	Iteration 9Q: 3 clusters Score -1.408701e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -14088630.000000 Penalty: 5772.958496
	Iteration 10Q: 3 clusters Score -1.408863e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -14089358.000000 Penalty: 5772.958496
	Iteration 11Q: 3 clusters Score -1.408936e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -14089753.000000 Penalty: 5772.958496
	Iteration 12Q: 3 clusters Score -1.408975e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -14089975.000000 Penalty: 5772.958496
	Iteration 13Q: 3 clusters Score -1.408998e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -14090090.000000 Penalty: 5772.958496
	Iteration 14Q: 3 clusters Score -1.409009e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 110678 members 
Entering Unmasked Estep 
Score: -14090192.000000 Penalty: 5772.958496
	Iteration 15Q: 3 clusters Score -1.409019e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 110809 members 
Entering Unmasked Estep 
Score: -14090252.000000 Penalty: 5772.958496
	Iteration 16Q: 3 clusters Score -1.409025e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -14090314.000000 Penalty: 5772.958496
	Iteration 17Q: 3 clusters Score -1.409031e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -14090331.000000 Penalty: 5772.958496
	Iteration 18Q: 3 clusters Score -1.409033e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -14090371.000000 Penalty: 5772.958496
	Iteration 19Q: 3 clusters Score -1.409037e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 111125 members 
Entering Unmasked Estep 
Score: -14090428.000000 Penalty: 5772.958496
	Iteration 20F: 3 clusters Score -1.409043e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -14090429.000000 Penalty: 5772.958496
	Iteration 21Q: 3 clusters Score -1.409043e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -14090407.000000 Penalty: 5772.958496
	Iteration 22Q: 3 clusters Score -1.409041e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 111246 members 
Entering Unmasked Estep 
Score: -14090429.000000 Penalty: 5772.958496
	Iteration 23Q: 3 clusters Score -1.409043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -14090435.000000 Penalty: 5772.958496
	Iteration 24Q: 3 clusters Score -1.409044e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -14090439.000000 Penalty: 5772.958496
	Iteration 25Q: 3 clusters Score -1.409044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -14090464.000000 Penalty: 5772.958496
	Iteration 26Q: 3 clusters Score -1.409046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -14090460.000000 Penalty: 5772.958496
	Iteration 27Q: 3 clusters Score -1.409046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 111366 members 
Entering Unmasked Estep 
Score: -14090475.000000 Penalty: 5772.958496
	Iteration 28Q: 3 clusters Score -1.409048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -14090471.000000 Penalty: 5772.958496
	Iteration 29Q: 3 clusters Score -1.409047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 111405 members 
Entering Unmasked Estep 
Score: -14090496.000000 Penalty: 5772.958496
	Iteration 30Q: 3 clusters Score -1.40905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 111420 members 
Entering Unmasked Estep 
Score: -14090498.000000 Penalty: 5772.958496
	Iteration 31Q: 3 clusters Score -1.40905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -14090486.000000 Penalty: 5772.958496
	Iteration 32Q: 3 clusters Score -1.409049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 111449 members 
Entering Unmasked Estep 
Score: -14090504.000000 Penalty: 5772.958496
	Iteration 33Q: 3 clusters Score -1.40905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 111463 members 
Entering Unmasked Estep 
Score: -14090511.000000 Penalty: 5772.958496
	Iteration 34Q: 3 clusters Score -1.409051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
Score: -14090505.000000 Penalty: 5772.958496
	Iteration 35Q: 3 clusters Score -1.40905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -14090528.000000 Penalty: 5772.958496
	Iteration 36Q: 3 clusters Score -1.409053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 111492 members 
Entering Unmasked Estep 
Score: -14090512.000000 Penalty: 5772.958496
	Iteration 37Q: 3 clusters Score -1.409051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -14090522.000000 Penalty: 5772.958496
	Iteration 38Q: 3 clusters Score -1.409052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 111506 members 
Entering Unmasked Estep 
Score: -14090524.000000 Penalty: 5772.958496
	Iteration 39Q: 3 clusters Score -1.409052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -14090518.000000 Penalty: 5772.958496
	Iteration 40F: 3 clusters Score -1.409052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -14090525.000000 Penalty: 5772.958496
	Iteration 41Q: 3 clusters Score -1.409052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 111514 members 
Entering Unmasked Estep 
Score: -14090531.000000 Penalty: 5772.958496
	Iteration 42Q: 3 clusters Score -1.409053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 111514 members 
Entering Unmasked Estep 
Score: -14090531.000000 Penalty: 5772.958496
	Iteration 43F: 3 clusters Score -1.409053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165706 members 
Entering Unmasked Estep 
Score: -20495666.000000 Penalty: 2980.456543
	Iteration 0F: 2 clusters Score -2.049567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -20387582.000000 Penalty: 5960.913086
	Iteration 0F: 3 clusters Score -2.038758e+07 nChanged 78979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 84788 members 
Entering Unmasked Estep 
Score: -20433522.000000 Penalty: 5960.913086
	Iteration 1F: 3 clusters Score -2.043352e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -20434750.000000 Penalty: 5960.913086
	Iteration 2Q: 3 clusters Score -2.043475e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77729 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -20435958.000000 Penalty: 5960.913086
	Iteration 3Q: 3 clusters Score -2.043596e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -20437964.000000 Penalty: 5960.913086
	Iteration 4Q: 3 clusters Score -2.043796e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -20440818.000000 Penalty: 5960.913086
	Iteration 5Q: 3 clusters Score -2.044082e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -20445212.000000 Penalty: 5960.913086
	Iteration 6F: 3 clusters Score -2.044521e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -20451162.000000 Penalty: 5960.913086
	Iteration 7F: 3 clusters Score -2.045116e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 115452 members 
Entering Unmasked Estep 
Score: -20458976.000000 Penalty: 5960.913086
	Iteration 8F: 3 clusters Score -2.045898e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 122735 members 
Entering Unmasked Estep 
Score: -20466700.000000 Penalty: 5960.913086
	Iteration 9F: 3 clusters Score -2.04667e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -20473270.000000 Penalty: 5960.913086
	Iteration 10F: 3 clusters Score -2.047327e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -20478116.000000 Penalty: 5960.913086
	Iteration 11Q: 3 clusters Score -2.047812e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 136254 members 
Entering Unmasked Estep 
Score: -20480898.000000 Penalty: 5960.913086
	Iteration 12Q: 3 clusters Score -2.04809e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 139059 members 
Entering Unmasked Estep 
Score: -20482508.000000 Penalty: 5960.913086
	Iteration 13Q: 3 clusters Score -2.048251e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 141678 members 
Entering Unmasked Estep 
Score: -20483774.000000 Penalty: 5960.913086
	Iteration 14Q: 3 clusters Score -2.048377e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -20485020.000000 Penalty: 5960.913086
	Iteration 15Q: 3 clusters Score -2.048502e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 146307 members 
Entering Unmasked Estep 
Score: -20486078.000000 Penalty: 5960.913086
	Iteration 16Q: 3 clusters Score -2.048608e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 148408 members 
Entering Unmasked Estep 
Score: -20487046.000000 Penalty: 5960.913086
	Iteration 17Q: 3 clusters Score -2.048705e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 150296 members 
Entering Unmasked Estep 
Score: -20487966.000000 Penalty: 5960.913086
	Iteration 18Q: 3 clusters Score -2.048797e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 151926 members 
Entering Unmasked Estep 
Score: -20488594.000000 Penalty: 5960.913086
	Iteration 19Q: 3 clusters Score -2.048859e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -20489274.000000 Penalty: 5960.913086
	Iteration 20F: 3 clusters Score -2.048927e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 154812 members 
Entering Unmasked Estep 
Score: -20489724.000000 Penalty: 5960.913086
	Iteration 21Q: 3 clusters Score -2.048972e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 156037 members 
Entering Unmasked Estep 
Score: -20490144.000000 Penalty: 5960.913086
	Iteration 22Q: 3 clusters Score -2.049014e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 157158 members 
Entering Unmasked Estep 
Score: -20490514.000000 Penalty: 5960.913086
	Iteration 23Q: 3 clusters Score -2.049051e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 158172 members 
Entering Unmasked Estep 
Score: -20490850.000000 Penalty: 5960.913086
	Iteration 24Q: 3 clusters Score -2.049085e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -20491156.000000 Penalty: 5960.913086
	Iteration 25Q: 3 clusters Score -2.049116e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 159895 members 
Entering Unmasked Estep 
Score: -20491426.000000 Penalty: 5960.913086
	Iteration 26Q: 3 clusters Score -2.049143e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 160715 members 
Entering Unmasked Estep 
Score: -20491738.000000 Penalty: 5960.913086
	Iteration 27Q: 3 clusters Score -2.049174e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 161457 members 
Entering Unmasked Estep 
Score: -20491936.000000 Penalty: 5960.913086
	Iteration 28Q: 3 clusters Score -2.049194e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -20492124.000000 Penalty: 5960.913086
	Iteration 29Q: 3 clusters Score -2.049212e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 162641 members 
Entering Unmasked Estep 
Score: -20492360.000000 Penalty: 5960.913086
	Iteration 30Q: 3 clusters Score -2.049236e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -20492610.000000 Penalty: 5960.913086
	Iteration 31Q: 3 clusters Score -2.049261e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -20492832.000000 Penalty: 5960.913086
	Iteration 32Q: 3 clusters Score -2.049283e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 163942 members 
Entering Unmasked Estep 
Score: -20492914.000000 Penalty: 5960.913086
	Iteration 33Q: 3 clusters Score -2.049291e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -20492978.000000 Penalty: 5960.913086
	Iteration 34Q: 3 clusters Score -2.049298e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -20493038.000000 Penalty: 5960.913086
	Iteration 35Q: 3 clusters Score -2.049304e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -20493038.000000 Penalty: 5960.913086
	Iteration 36Q: 3 clusters Score -2.049304e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 164667 members 
Entering Unmasked Estep 
Score: -20493104.000000 Penalty: 5960.913086
	Iteration 37Q: 3 clusters Score -2.04931e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 164738 members 
Entering Unmasked Estep 
Score: -20493114.000000 Penalty: 5960.913086
	Iteration 38Q: 3 clusters Score -2.049311e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 164804 members 
Entering Unmasked Estep 
Score: -20493140.000000 Penalty: 5960.913086
	Iteration 39Q: 3 clusters Score -2.049314e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -20493166.000000 Penalty: 5960.913086
	Iteration 40F: 3 clusters Score -2.049317e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 164899 members 
Entering Unmasked Estep 
Score: -20493214.000000 Penalty: 5960.913086
	Iteration 41Q: 3 clusters Score -2.049321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 164931 members 
Entering Unmasked Estep 
Score: -20493222.000000 Penalty: 5960.913086
	Iteration 42Q: 3 clusters Score -2.049322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -20493236.000000 Penalty: 5960.913086
	Iteration 43Q: 3 clusters Score -2.049324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -20493234.000000 Penalty: 5960.913086
	Iteration 44Q: 3 clusters Score -2.049323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 165000 members 
Entering Unmasked Estep 
Score: -20493252.000000 Penalty: 5960.913086
	Iteration 45Q: 3 clusters Score -2.049325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -20493238.000000 Penalty: 5960.913086
	Iteration 46Q: 3 clusters Score -2.049324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -20493248.000000 Penalty: 5960.913086
	Iteration 47Q: 3 clusters Score -2.049325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -20493230.000000 Penalty: 5960.913086
	Iteration 48Q: 3 clusters Score -2.049323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -20493250.000000 Penalty: 5960.913086
	Iteration 49Q: 3 clusters Score -2.049325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -20493256.000000 Penalty: 5960.913086
	Iteration 50Q: 3 clusters Score -2.049326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -20493252.000000 Penalty: 5960.913086
	Iteration 51Q: 3 clusters Score -2.049325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -20493264.000000 Penalty: 5960.913086
	Iteration 52Q: 3 clusters Score -2.049326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 165082 members 
Entering Unmasked Estep 
Score: -20493264.000000 Penalty: 5960.913086
	Iteration 53Q: 3 clusters Score -2.049326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -20493258.000000 Penalty: 5960.913086
	Iteration 54Q: 3 clusters Score -2.049326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -20493266.000000 Penalty: 5960.913086
	Iteration 55Q: 3 clusters Score -2.049327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -20493266.000000 Penalty: 5960.913086
	Iteration 56F: 3 clusters Score -2.049327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -769393.937500 Penalty: 2180.928711
	Iteration 0F: 2 clusters Score -769393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -763922.187500 Penalty: 4361.857422
	Iteration 0F: 3 clusters Score -763922.2 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -765370.625000 Penalty: 4361.857422
	Iteration 1F: 3 clusters Score -765370.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -765628.625000 Penalty: 4361.857422
	Iteration 2F: 3 clusters Score -765628.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -765834.250000 Penalty: 4361.857422
	Iteration 3F: 3 clusters Score -765834.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -766018.062500 Penalty: 4361.857422
	Iteration 4Q: 3 clusters Score -766018.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -766213.875000 Penalty: 4361.857422
	Iteration 5Q: 3 clusters Score -766213.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -766413.312500 Penalty: 4361.857422
	Iteration 6Q: 3 clusters Score -766413.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -766615.750000 Penalty: 4361.857422
	Iteration 7Q: 3 clusters Score -766615.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -766831.375000 Penalty: 4361.857422
	Iteration 8Q: 3 clusters Score -766831.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -767079.187500 Penalty: 4361.857422
	Iteration 9Q: 3 clusters Score -767079.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -767326.875000 Penalty: 4361.857422
	Iteration 10Q: 3 clusters Score -767326.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -767584.687500 Penalty: 4361.857422
	Iteration 11Q: 3 clusters Score -767584.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -767792.125000 Penalty: 4361.857422
	Iteration 12Q: 3 clusters Score -767792.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -767968.687500 Penalty: 4361.857422
	Iteration 13Q: 3 clusters Score -767968.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -768099.312500 Penalty: 4361.857422
	Iteration 14Q: 3 clusters Score -768099.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -768191.250000 Penalty: 4361.857422
	Iteration 15Q: 3 clusters Score -768191.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -768250.250000 Penalty: 4361.857422
	Iteration 16Q: 3 clusters Score -768250.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -768293.062500 Penalty: 4361.857422
	Iteration 17Q: 3 clusters Score -768293.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -768319.812500 Penalty: 4361.857422
	Iteration 18Q: 3 clusters Score -768319.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -768334.625000 Penalty: 4361.857422
	Iteration 19Q: 3 clusters Score -768334.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -768343.062500 Penalty: 4361.857422
	Iteration 20F: 3 clusters Score -768343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -768349.062500 Penalty: 4361.857422
	Iteration 21Q: 3 clusters Score -768349.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -768355.750000 Penalty: 4361.857422
	Iteration 22Q: 3 clusters Score -768355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -768357.500000 Penalty: 4361.857422
	Iteration 23Q: 3 clusters Score -768357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -768360.000000 Penalty: 4361.857422
	Iteration 24Q: 3 clusters Score -768360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -768361.562500 Penalty: 4361.857422
	Iteration 25Q: 3 clusters Score -768361.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -768364.937500 Penalty: 4361.857422
	Iteration 26Q: 3 clusters Score -768364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -768366.812500 Penalty: 4361.857422
	Iteration 27Q: 3 clusters Score -768366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -768369.687500 Penalty: 4361.857422
	Iteration 28Q: 3 clusters Score -768369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -768370.500000 Penalty: 4361.857422
	Iteration 29Q: 3 clusters Score -768370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -768371.687500 Penalty: 4361.857422
	Iteration 30Q: 3 clusters Score -768371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -768372.750000 Penalty: 4361.857422
	Iteration 31Q: 3 clusters Score -768372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -768372.750000 Penalty: 4361.857422
	Iteration 32Q: 3 clusters Score -768372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -768375.125000 Penalty: 4361.857422
	Iteration 33Q: 3 clusters Score -768375.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -768375.125000 Penalty: 4361.857422
	Iteration 34F: 3 clusters Score -768375.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Entering Unmasked Estep 
Score: -20136842.000000 Penalty: 2975.885986
	Iteration 0F: 2 clusters Score -2.013684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -20029532.000000 Penalty: 5951.771973
	Iteration 0F: 3 clusters Score -2.002953e+07 nChanged 77878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -20074866.000000 Penalty: 5951.771973
	Iteration 1F: 3 clusters Score -2.007487e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -20076150.000000 Penalty: 5951.771973
	Iteration 2Q: 3 clusters Score -2.007615e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -20077746.000000 Penalty: 5951.771973
	Iteration 3Q: 3 clusters Score -2.007775e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85808 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
Score: -20079946.000000 Penalty: 5951.771973
	Iteration 4Q: 3 clusters Score -2.007995e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -20082658.000000 Penalty: 5951.771973
	Iteration 5Q: 3 clusters Score -2.008266e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -20086378.000000 Penalty: 5951.771973
	Iteration 6Q: 3 clusters Score -2.008638e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -20090550.000000 Penalty: 5951.771973
	Iteration 7F: 3 clusters Score -2.009055e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
Score: -20095740.000000 Penalty: 5951.771973
	Iteration 8F: 3 clusters Score -2.009574e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -20101884.000000 Penalty: 5951.771973
	Iteration 9F: 3 clusters Score -2.010188e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -20107988.000000 Penalty: 5951.771973
	Iteration 10F: 3 clusters Score -2.010799e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -20112340.000000 Penalty: 5951.771973
	Iteration 11Q: 3 clusters Score -2.011234e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105083 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -20114482.000000 Penalty: 5951.771973
	Iteration 12Q: 3 clusters Score -2.011448e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -20115230.000000 Penalty: 5951.771973
	Iteration 13Q: 3 clusters Score -2.011523e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108184 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -20115762.000000 Penalty: 5951.771973
	Iteration 14Q: 3 clusters Score -2.011576e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -20116270.000000 Penalty: 5951.771973
	Iteration 15Q: 3 clusters Score -2.011627e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111529 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -20116784.000000 Penalty: 5951.771973
	Iteration 16Q: 3 clusters Score -2.011678e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113280 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -20117206.000000 Penalty: 5951.771973
	Iteration 17Q: 3 clusters Score -2.011721e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115190 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -20117718.000000 Penalty: 5951.771973
	Iteration 18Q: 3 clusters Score -2.011772e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117164 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -20118202.000000 Penalty: 5951.771973
	Iteration 19Q: 3 clusters Score -2.01182e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -20118856.000000 Penalty: 5951.771973
	Iteration 20F: 3 clusters Score -2.011886e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121330 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -20119352.000000 Penalty: 5951.771973
	Iteration 21Q: 3 clusters Score -2.011935e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -20119970.000000 Penalty: 5951.771973
	Iteration 22Q: 3 clusters Score -2.011997e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125844 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -20120674.000000 Penalty: 5951.771973
	Iteration 23Q: 3 clusters Score -2.012067e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -20121494.000000 Penalty: 5951.771973
	Iteration 24Q: 3 clusters Score -2.012149e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -20122152.000000 Penalty: 5951.771973
	Iteration 25Q: 3 clusters Score -2.012215e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -20122986.000000 Penalty: 5951.771973
	Iteration 26Q: 3 clusters Score -2.012299e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -20123856.000000 Penalty: 5951.771973
	Iteration 27Q: 3 clusters Score -2.012386e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138336 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -20124838.000000 Penalty: 5951.771973
	Iteration 28Q: 3 clusters Score -2.012484e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140869 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -20125786.000000 Penalty: 5951.771973
	Iteration 29Q: 3 clusters Score -2.012579e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143346 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -20126758.000000 Penalty: 5951.771973
	Iteration 30Q: 3 clusters Score -2.012676e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145802 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -20127908.000000 Penalty: 5951.771973
	Iteration 31Q: 3 clusters Score -2.012791e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148154 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -20128832.000000 Penalty: 5951.771973
	Iteration 32Q: 3 clusters Score -2.012883e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -20129876.000000 Penalty: 5951.771973
	Iteration 33Q: 3 clusters Score -2.012988e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152641 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -20130788.000000 Penalty: 5951.771973
	Iteration 34Q: 3 clusters Score -2.013079e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -20131654.000000 Penalty: 5951.771973
	Iteration 35Q: 3 clusters Score -2.013165e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -20132390.000000 Penalty: 5951.771973
	Iteration 36Q: 3 clusters Score -2.013239e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157678 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -20132928.000000 Penalty: 5951.771973
	Iteration 37Q: 3 clusters Score -2.013293e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -20133518.000000 Penalty: 5951.771973
	Iteration 38Q: 3 clusters Score -2.013352e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20133858.000000 Penalty: 5951.771973
	Iteration 39Q: 3 clusters Score -2.013386e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -20134070.000000 Penalty: 5951.771973
	Iteration 40F: 3 clusters Score -2.013407e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160546 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20134194.000000 Penalty: 5951.771973
	Iteration 41Q: 3 clusters Score -2.013419e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20134250.000000 Penalty: 5951.771973
	Iteration 42Q: 3 clusters Score -2.013425e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20134314.000000 Penalty: 5951.771973
	Iteration 43Q: 3 clusters Score -2.013431e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161195 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20134350.000000 Penalty: 5951.771973
	Iteration 44Q: 3 clusters Score -2.013435e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161316 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20134354.000000 Penalty: 5951.771973
	Iteration 45Q: 3 clusters Score -2.013435e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161410 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -20134376.000000 Penalty: 5951.771973
	Iteration 46Q: 3 clusters Score -2.013438e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20134382.000000 Penalty: 5951.771973
	Iteration 47Q: 3 clusters Score -2.013438e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20134362.000000 Penalty: 5951.771973
	Iteration 48Q: 3 clusters Score -2.013436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -20134376.000000 Penalty: 5951.771973
	Iteration 49Q: 3 clusters Score -2.013438e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20134412.000000 Penalty: 5951.771973
	Iteration 50Q: 3 clusters Score -2.013441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20134456.000000 Penalty: 5951.771973
	Iteration 51Q: 3 clusters Score -2.013446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -20134450.000000 Penalty: 5951.771973
	Iteration 52Q: 3 clusters Score -2.013445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161665 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20134464.000000 Penalty: 5951.771973
	Iteration 53Q: 3 clusters Score -2.013446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20134458.000000 Penalty: 5951.771973
	Iteration 54Q: 3 clusters Score -2.013446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161695 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20134466.000000 Penalty: 5951.771973
	Iteration 55Q: 3 clusters Score -2.013447e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161723 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20134470.000000 Penalty: 5951.771973
	Iteration 56Q: 3 clusters Score -2.013447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -20134462.000000 Penalty: 5951.771973
	Iteration 57Q: 3 clusters Score -2.013446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161737 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20134456.000000 Penalty: 5951.771973
	Iteration 58Q: 3 clusters Score -2.013446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161751 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -20134456.000000 Penalty: 5951.771973
	Iteration 59Q: 3 clusters Score -2.013446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -20134458.000000 Penalty: 5951.771973
	Iteration 60F: 3 clusters Score -2.013446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -20134476.000000 Penalty: 5951.771973
	Iteration 61Q: 3 clusters Score -2.013448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161777 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -20134466.000000 Penalty: 5951.771973
	Iteration 62Q: 3 clusters Score -2.013447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161778 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20134480.000000 Penalty: 5951.771973
	Iteration 63Q: 3 clusters Score -2.013448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161787 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20134468.000000 Penalty: 5951.771973
	Iteration 64Q: 3 clusters Score -2.013447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161795 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20134476.000000 Penalty: 5951.771973
	Iteration 65Q: 3 clusters Score -2.013448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20134474.000000 Penalty: 5951.771973
	Iteration 66Q: 3 clusters Score -2.013447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20134474.000000 Penalty: 5951.771973
	Iteration 67Q: 3 clusters Score -2.013447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -20134480.000000 Penalty: 5951.771973
	Iteration 68Q: 3 clusters Score -2.013448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161804 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20134468.000000 Penalty: 5951.771973
	Iteration 69Q: 3 clusters Score -2.013447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161804 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20134468.000000 Penalty: 5951.771973
	Iteration 70F: 3 clusters Score -2.013447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179195 members 
Entering Unmasked Estep 
Score: -21945642.000000 Penalty: 2999.864990
	Iteration 0F: 2 clusters Score -2.194564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -21827178.000000 Penalty: 5999.729980
	Iteration 0F: 3 clusters Score -2.182718e+07 nChanged 85961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -21877356.000000 Penalty: 5999.729980
	Iteration 1F: 3 clusters Score -2.187736e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -21878128.000000 Penalty: 5999.729980
	Iteration 2Q: 3 clusters Score -2.187813e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -21878834.000000 Penalty: 5999.729980
	Iteration 3Q: 3 clusters Score -2.187883e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -21879842.000000 Penalty: 5999.729980
	Iteration 4Q: 3 clusters Score -2.187984e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -21880994.000000 Penalty: 5999.729980
	Iteration 5Q: 3 clusters Score -2.188099e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 86769 members 
Entering Unmasked Estep 
Score: -21882678.000000 Penalty: 5999.729980
	Iteration 6Q: 3 clusters Score -2.188268e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -21885676.000000 Penalty: 5999.729980
	Iteration 7Q: 3 clusters Score -2.188568e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -21890442.000000 Penalty: 5999.729980
	Iteration 8Q: 3 clusters Score -2.189044e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -21897284.000000 Penalty: 5999.729980
	Iteration 9F: 3 clusters Score -2.189728e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -21906250.000000 Penalty: 5999.729980
	Iteration 10F: 3 clusters Score -2.190625e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -21913736.000000 Penalty: 5999.729980
	Iteration 11F: 3 clusters Score -2.191374e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -21917596.000000 Penalty: 5999.729980
	Iteration 12Q: 3 clusters Score -2.19176e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -21918974.000000 Penalty: 5999.729980
	Iteration 13Q: 3 clusters Score -2.191897e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -21919664.000000 Penalty: 5999.729980
	Iteration 14Q: 3 clusters Score -2.191966e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103992 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -21919900.000000 Penalty: 5999.729980
	Iteration 15Q: 3 clusters Score -2.19199e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104797 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -21920230.000000 Penalty: 5999.729980
	Iteration 16Q: 3 clusters Score -2.192023e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -21920594.000000 Penalty: 5999.729980
	Iteration 17Q: 3 clusters Score -2.192059e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -21920888.000000 Penalty: 5999.729980
	Iteration 18Q: 3 clusters Score -2.192089e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107359 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -21921188.000000 Penalty: 5999.729980
	Iteration 19Q: 3 clusters Score -2.192119e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -21921606.000000 Penalty: 5999.729980
	Iteration 20F: 3 clusters Score -2.192161e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 69978 members 
Entering Unmasked Estep 
Score: -21922022.000000 Penalty: 5999.729980
	Iteration 21Q: 3 clusters Score -2.192202e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -21922408.000000 Penalty: 5999.729980
	Iteration 22Q: 3 clusters Score -2.192241e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 67956 members 
Entering Unmasked Estep 
Score: -21922840.000000 Penalty: 5999.729980
	Iteration 23Q: 3 clusters Score -2.192284e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112311 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -21923228.000000 Penalty: 5999.729980
	Iteration 24Q: 3 clusters Score -2.192323e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113409 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -21923558.000000 Penalty: 5999.729980
	Iteration 25Q: 3 clusters Score -2.192356e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -21923914.000000 Penalty: 5999.729980
	Iteration 26Q: 3 clusters Score -2.192391e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -21924296.000000 Penalty: 5999.729980
	Iteration 27Q: 3 clusters Score -2.19243e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -21924744.000000 Penalty: 5999.729980
	Iteration 28Q: 3 clusters Score -2.192474e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -21925088.000000 Penalty: 5999.729980
	Iteration 29Q: 3 clusters Score -2.192509e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119568 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -21925558.000000 Penalty: 5999.729980
	Iteration 30Q: 3 clusters Score -2.192556e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120955 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -21926040.000000 Penalty: 5999.729980
	Iteration 31Q: 3 clusters Score -2.192604e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -21926440.000000 Penalty: 5999.729980
	Iteration 32Q: 3 clusters Score -2.192644e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123808 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -21926796.000000 Penalty: 5999.729980
	Iteration 33Q: 3 clusters Score -2.19268e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125217 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -21927308.000000 Penalty: 5999.729980
	Iteration 34Q: 3 clusters Score -2.192731e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -21927666.000000 Penalty: 5999.729980
	Iteration 35Q: 3 clusters Score -2.192767e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
Score: -21928024.000000 Penalty: 5999.729980
	Iteration 36Q: 3 clusters Score -2.192802e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129473 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -21928508.000000 Penalty: 5999.729980
	Iteration 37Q: 3 clusters Score -2.192851e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -21928864.000000 Penalty: 5999.729980
	Iteration 38Q: 3 clusters Score -2.192886e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -21929106.000000 Penalty: 5999.729980
	Iteration 39Q: 3 clusters Score -2.192911e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134214 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -21929664.000000 Penalty: 5999.729980
	Iteration 40F: 3 clusters Score -2.192966e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136001 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -21930130.000000 Penalty: 5999.729980
	Iteration 41Q: 3 clusters Score -2.193013e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137846 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -21930596.000000 Penalty: 5999.729980
	Iteration 42Q: 3 clusters Score -2.19306e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139834 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -21931206.000000 Penalty: 5999.729980
	Iteration 43Q: 3 clusters Score -2.193121e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -21931744.000000 Penalty: 5999.729980
	Iteration 44Q: 3 clusters Score -2.193174e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -21932362.000000 Penalty: 5999.729980
	Iteration 45Q: 3 clusters Score -2.193236e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145906 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -21932892.000000 Penalty: 5999.729980
	Iteration 46Q: 3 clusters Score -2.193289e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147975 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -21933602.000000 Penalty: 5999.729980
	Iteration 47Q: 3 clusters Score -2.19336e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -21934228.000000 Penalty: 5999.729980
	Iteration 48Q: 3 clusters Score -2.193423e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -21935022.000000 Penalty: 5999.729980
	Iteration 49Q: 3 clusters Score -2.193502e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -21935616.000000 Penalty: 5999.729980
	Iteration 50Q: 3 clusters Score -2.193562e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -21936176.000000 Penalty: 5999.729980
	Iteration 51Q: 3 clusters Score -2.193618e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -21936836.000000 Penalty: 5999.729980
	Iteration 52Q: 3 clusters Score -2.193684e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160672 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -21937524.000000 Penalty: 5999.729980
	Iteration 53Q: 3 clusters Score -2.193752e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162557 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -21938194.000000 Penalty: 5999.729980
	Iteration 54Q: 3 clusters Score -2.193819e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -21938696.000000 Penalty: 5999.729980
	Iteration 55Q: 3 clusters Score -2.19387e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -21939224.000000 Penalty: 5999.729980
	Iteration 56Q: 3 clusters Score -2.193922e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167386 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -21939798.000000 Penalty: 5999.729980
	Iteration 57Q: 3 clusters Score -2.19398e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -21940258.000000 Penalty: 5999.729980
	Iteration 58Q: 3 clusters Score -2.194026e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -21940576.000000 Penalty: 5999.729980
	Iteration 59Q: 3 clusters Score -2.194058e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -21940976.000000 Penalty: 5999.729980
	Iteration 60F: 3 clusters Score -2.194098e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -21941364.000000 Penalty: 5999.729980
	Iteration 61Q: 3 clusters Score -2.194136e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172728 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -21941638.000000 Penalty: 5999.729980
	Iteration 62Q: 3 clusters Score -2.194164e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173437 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -21941872.000000 Penalty: 5999.729980
	Iteration 63Q: 3 clusters Score -2.194187e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174020 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -21942078.000000 Penalty: 5999.729980
	Iteration 64Q: 3 clusters Score -2.194208e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -21942188.000000 Penalty: 5999.729980
	Iteration 65Q: 3 clusters Score -2.194219e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174871 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -21942330.000000 Penalty: 5999.729980
	Iteration 66Q: 3 clusters Score -2.194233e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -21942384.000000 Penalty: 5999.729980
	Iteration 67Q: 3 clusters Score -2.194238e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175545 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21942464.000000 Penalty: 5999.729980
	Iteration 68Q: 3 clusters Score -2.194246e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175804 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21942538.000000 Penalty: 5999.729980
	Iteration 69Q: 3 clusters Score -2.194254e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21942620.000000 Penalty: 5999.729980
	Iteration 70Q: 3 clusters Score -2.194262e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176210 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21942674.000000 Penalty: 5999.729980
	Iteration 71Q: 3 clusters Score -2.194267e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176358 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21942754.000000 Penalty: 5999.729980
	Iteration 72Q: 3 clusters Score -2.194275e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21942796.000000 Penalty: 5999.729980
	Iteration 73Q: 3 clusters Score -2.19428e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21942830.000000 Penalty: 5999.729980
	Iteration 74Q: 3 clusters Score -2.194283e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21942856.000000 Penalty: 5999.729980
	Iteration 75Q: 3 clusters Score -2.194286e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176748 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21942886.000000 Penalty: 5999.729980
	Iteration 76Q: 3 clusters Score -2.194289e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176814 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -21942912.000000 Penalty: 5999.729980
	Iteration 77Q: 3 clusters Score -2.194291e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176891 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -21942908.000000 Penalty: 5999.729980
	Iteration 78Q: 3 clusters Score -2.194291e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176947 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21942936.000000 Penalty: 5999.729980
	Iteration 79Q: 3 clusters Score -2.194294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177001 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21942948.000000 Penalty: 5999.729980
	Iteration 80F: 3 clusters Score -2.194295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177049 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -21942996.000000 Penalty: 5999.729980
	Iteration 81Q: 3 clusters Score -2.1943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -21942994.000000 Penalty: 5999.729980
	Iteration 82Q: 3 clusters Score -2.194299e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21942988.000000 Penalty: 5999.729980
	Iteration 83Q: 3 clusters Score -2.194299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21943012.000000 Penalty: 5999.729980
	Iteration 84Q: 3 clusters Score -2.194301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21943030.000000 Penalty: 5999.729980
	Iteration 85Q: 3 clusters Score -2.194303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177259 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -21943012.000000 Penalty: 5999.729980
	Iteration 86Q: 3 clusters Score -2.194301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177284 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21943032.000000 Penalty: 5999.729980
	Iteration 87Q: 3 clusters Score -2.194303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177306 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -21943022.000000 Penalty: 5999.729980
	Iteration 88Q: 3 clusters Score -2.194302e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177327 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21943028.000000 Penalty: 5999.729980
	Iteration 89Q: 3 clusters Score -2.194303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21943034.000000 Penalty: 5999.729980
	Iteration 90Q: 3 clusters Score -2.194303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -21943062.000000 Penalty: 5999.729980
	Iteration 91Q: 3 clusters Score -2.194306e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177385 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21943100.000000 Penalty: 5999.729980
	Iteration 92Q: 3 clusters Score -2.19431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177402 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -21943092.000000 Penalty: 5999.729980
	Iteration 93Q: 3 clusters Score -2.194309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -21943102.000000 Penalty: 5999.729980
	Iteration 94Q: 3 clusters Score -2.19431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177428 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21943106.000000 Penalty: 5999.729980
	Iteration 95Q: 3 clusters Score -2.194311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177447 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21943114.000000 Penalty: 5999.729980
	Iteration 96Q: 3 clusters Score -2.194311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177464 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -21943090.000000 Penalty: 5999.729980
	Iteration 97Q: 3 clusters Score -2.194309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177481 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -21943100.000000 Penalty: 5999.729980
	Iteration 98Q: 3 clusters Score -2.19431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177489 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21943116.000000 Penalty: 5999.729980
	Iteration 99Q: 3 clusters Score -2.194312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177496 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -21943126.000000 Penalty: 5999.729980
	Iteration 100F: 3 clusters Score -2.194313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177508 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -21943144.000000 Penalty: 5999.729980
	Iteration 101Q: 3 clusters Score -2.194314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -21943158.000000 Penalty: 5999.729980
	Iteration 102Q: 3 clusters Score -2.194316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177531 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21943136.000000 Penalty: 5999.729980
	Iteration 103Q: 3 clusters Score -2.194314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177537 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -21943148.000000 Penalty: 5999.729980
	Iteration 104Q: 3 clusters Score -2.194315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177548 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -21943180.000000 Penalty: 5999.729980
	Iteration 105Q: 3 clusters Score -2.194318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177552 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -21943164.000000 Penalty: 5999.729980
	Iteration 106Q: 3 clusters Score -2.194316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177556 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -21943160.000000 Penalty: 5999.729980
	Iteration 107Q: 3 clusters Score -2.194316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177562 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -21943174.000000 Penalty: 5999.729980
	Iteration 108Q: 3 clusters Score -2.194317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177567 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21943180.000000 Penalty: 5999.729980
	Iteration 109Q: 3 clusters Score -2.194318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177571 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -21943178.000000 Penalty: 5999.729980
	Iteration 110Q: 3 clusters Score -2.194318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21943170.000000 Penalty: 5999.729980
	Iteration 111Q: 3 clusters Score -2.194317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177580 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21943174.000000 Penalty: 5999.729980
	Iteration 112Q: 3 clusters Score -2.194317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177585 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -21943188.000000 Penalty: 5999.729980
	Iteration 113Q: 3 clusters Score -2.194319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177590 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -21943192.000000 Penalty: 5999.729980
	Iteration 114Q: 3 clusters Score -2.194319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177591 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21943182.000000 Penalty: 5999.729980
	Iteration 115Q: 3 clusters Score -2.194318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177593 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21943186.000000 Penalty: 5999.729980
	Iteration 116Q: 3 clusters Score -2.194319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21943174.000000 Penalty: 5999.729980
	Iteration 117Q: 3 clusters Score -2.194317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177597 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -21943178.000000 Penalty: 5999.729980
	Iteration 118Q: 3 clusters Score -2.194318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21943190.000000 Penalty: 5999.729980
	Iteration 119Q: 3 clusters Score -2.194319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21943190.000000 Penalty: 5999.729980
	Iteration 120F: 3 clusters Score -2.194319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (195175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195175 members 
Entering Unmasked Estep 
Score: -24072138.000000 Penalty: 3021.049805
	Iteration 0F: 2 clusters Score -2.407214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -23946898.000000 Penalty: 6042.099609
	Iteration 0F: 3 clusters Score -2.39469e+07 nChanged 93844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -24002316.000000 Penalty: 6042.099609
	Iteration 1F: 3 clusters Score -2.400232e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -24003550.000000 Penalty: 6042.099609
	Iteration 2Q: 3 clusters Score -2.400355e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -24004828.000000 Penalty: 6042.099609
	Iteration 3Q: 3 clusters Score -2.400483e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -24006590.000000 Penalty: 6042.099609
	Iteration 4Q: 3 clusters Score -2.400659e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92011 members 
Mstep: Class 2 contains 103164 members 
Entering Unmasked Estep 
Score: -24008998.000000 Penalty: 6042.099609
	Iteration 5Q: 3 clusters Score -2.4009e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 105691 members 
Entering Unmasked Estep 
Score: -24012846.000000 Penalty: 6042.099609
	Iteration 6Q: 3 clusters Score -2.401285e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86107 members 
Mstep: Class 2 contains 109068 members 
Entering Unmasked Estep 
Score: -24019150.000000 Penalty: 6042.099609
	Iteration 7F: 3 clusters Score -2.401915e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -24028722.000000 Penalty: 6042.099609
	Iteration 8F: 3 clusters Score -2.402872e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -24039784.000000 Penalty: 6042.099609
	Iteration 9F: 3 clusters Score -2.403978e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -24047692.000000 Penalty: 6042.099609
	Iteration 10F: 3 clusters Score -2.404769e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77151 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -24050754.000000 Penalty: 6042.099609
	Iteration 11Q: 3 clusters Score -2.405075e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 118919 members 
Entering Unmasked Estep 
Score: -24052524.000000 Penalty: 6042.099609
	Iteration 12Q: 3 clusters Score -2.405252e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 119678 members 
Entering Unmasked Estep 
Score: -24053816.000000 Penalty: 6042.099609
	Iteration 13Q: 3 clusters Score -2.405382e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 120336 members 
Entering Unmasked Estep 
Score: -24055078.000000 Penalty: 6042.099609
	Iteration 14Q: 3 clusters Score -2.405508e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -24056332.000000 Penalty: 6042.099609
	Iteration 15Q: 3 clusters Score -2.405633e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -24057482.000000 Penalty: 6042.099609
	Iteration 16Q: 3 clusters Score -2.405748e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -24058646.000000 Penalty: 6042.099609
	Iteration 17Q: 3 clusters Score -2.405865e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 122643 members 
Entering Unmasked Estep 
Score: -24059504.000000 Penalty: 6042.099609
	Iteration 18Q: 3 clusters Score -2.40595e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 123066 members 
Entering Unmasked Estep 
Score: -24060098.000000 Penalty: 6042.099609
	Iteration 19Q: 3 clusters Score -2.40601e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
Score: -24060764.000000 Penalty: 6042.099609
	Iteration 20F: 3 clusters Score -2.406076e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 123703 members 
Entering Unmasked Estep 
Score: -24061164.000000 Penalty: 6042.099609
	Iteration 21Q: 3 clusters Score -2.406116e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 124038 members 
Entering Unmasked Estep 
Score: -24061494.000000 Penalty: 6042.099609
	Iteration 22Q: 3 clusters Score -2.406149e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -24061872.000000 Penalty: 6042.099609
	Iteration 23Q: 3 clusters Score -2.406187e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -24062142.000000 Penalty: 6042.099609
	Iteration 24Q: 3 clusters Score -2.406214e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70267 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -24062480.000000 Penalty: 6042.099609
	Iteration 25Q: 3 clusters Score -2.406248e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -24062716.000000 Penalty: 6042.099609
	Iteration 26Q: 3 clusters Score -2.406272e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -24062732.000000 Penalty: 6042.099609
	Iteration 27Q: 3 clusters Score -2.406273e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -24062946.000000 Penalty: 6042.099609
	Iteration 28Q: 3 clusters Score -2.406295e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 126137 members 
Entering Unmasked Estep 
Score: -24062950.000000 Penalty: 6042.099609
	Iteration 29Q: 3 clusters Score -2.406295e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 126407 members 
Entering Unmasked Estep 
Score: -24063032.000000 Penalty: 6042.099609
	Iteration 30Q: 3 clusters Score -2.406303e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -24063074.000000 Penalty: 6042.099609
	Iteration 31Q: 3 clusters Score -2.406307e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 126885 members 
Entering Unmasked Estep 
Score: -24063156.000000 Penalty: 6042.099609
	Iteration 32Q: 3 clusters Score -2.406316e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -24063232.000000 Penalty: 6042.099609
	Iteration 33Q: 3 clusters Score -2.406323e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 127342 members 
Entering Unmasked Estep 
Score: -24063268.000000 Penalty: 6042.099609
	Iteration 34Q: 3 clusters Score -2.406327e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -24063298.000000 Penalty: 6042.099609
	Iteration 35Q: 3 clusters Score -2.40633e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 127736 members 
Entering Unmasked Estep 
Score: -24063262.000000 Penalty: 6042.099609
	Iteration 36Q: 3 clusters Score -2.406326e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 127905 members 
Entering Unmasked Estep 
Score: -24063344.000000 Penalty: 6042.099609
	Iteration 37Q: 3 clusters Score -2.406334e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 128063 members 
Entering Unmasked Estep 
Score: -24063402.000000 Penalty: 6042.099609
	Iteration 38Q: 3 clusters Score -2.40634e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 128215 members 
Entering Unmasked Estep 
Score: -24063392.000000 Penalty: 6042.099609
	Iteration 39Q: 3 clusters Score -2.406339e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -24063430.000000 Penalty: 6042.099609
	Iteration 40F: 3 clusters Score -2.406343e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -24063444.000000 Penalty: 6042.099609
	Iteration 41Q: 3 clusters Score -2.406344e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -24063438.000000 Penalty: 6042.099609
	Iteration 42Q: 3 clusters Score -2.406344e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 128816 members 
Entering Unmasked Estep 
Score: -24063426.000000 Penalty: 6042.099609
	Iteration 43Q: 3 clusters Score -2.406343e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 128971 members 
Entering Unmasked Estep 
Score: -24063462.000000 Penalty: 6042.099609
	Iteration 44Q: 3 clusters Score -2.406346e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 129113 members 
Entering Unmasked Estep 
Score: -24063478.000000 Penalty: 6042.099609
	Iteration 45Q: 3 clusters Score -2.406348e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -24063510.000000 Penalty: 6042.099609
	Iteration 46Q: 3 clusters Score -2.406351e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 129412 members 
Entering Unmasked Estep 
Score: -24063498.000000 Penalty: 6042.099609
	Iteration 47Q: 3 clusters Score -2.40635e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 129550 members 
Entering Unmasked Estep 
Score: -24063494.000000 Penalty: 6042.099609
	Iteration 48Q: 3 clusters Score -2.406349e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 129690 members 
Entering Unmasked Estep 
Score: -24063496.000000 Penalty: 6042.099609
	Iteration 49Q: 3 clusters Score -2.40635e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -24063468.000000 Penalty: 6042.099609
	Iteration 50Q: 3 clusters Score -2.406347e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 129987 members 
Entering Unmasked Estep 
Score: -24063480.000000 Penalty: 6042.099609
	Iteration 51Q: 3 clusters Score -2.406348e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65028 members 
Mstep: Class 2 contains 130147 members 
Entering Unmasked Estep 
Score: -24063536.000000 Penalty: 6042.099609
	Iteration 52Q: 3 clusters Score -2.406354e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 130327 members 
Entering Unmasked Estep 
Score: -24063588.000000 Penalty: 6042.099609
	Iteration 53Q: 3 clusters Score -2.406359e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 130528 members 
Entering Unmasked Estep 
Score: -24063588.000000 Penalty: 6042.099609
	Iteration 54Q: 3 clusters Score -2.406359e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 130713 members 
Entering Unmasked Estep 
Score: -24063582.000000 Penalty: 6042.099609
	Iteration 55Q: 3 clusters Score -2.406358e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 130911 members 
Entering Unmasked Estep 
Score: -24063618.000000 Penalty: 6042.099609
	Iteration 56Q: 3 clusters Score -2.406362e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 131130 members 
Entering Unmasked Estep 
Score: -24063628.000000 Penalty: 6042.099609
	Iteration 57Q: 3 clusters Score -2.406363e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 131331 members 
Entering Unmasked Estep 
Score: -24063604.000000 Penalty: 6042.099609
	Iteration 58Q: 3 clusters Score -2.40636e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -24063614.000000 Penalty: 6042.099609
	Iteration 59Q: 3 clusters Score -2.406361e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -24063580.000000 Penalty: 6042.099609
	Iteration 60F: 3 clusters Score -2.406358e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63290 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -24063638.000000 Penalty: 6042.099609
	Iteration 61Q: 3 clusters Score -2.406364e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 132078 members 
Entering Unmasked Estep 
Score: -24063662.000000 Penalty: 6042.099609
	Iteration 62Q: 3 clusters Score -2.406366e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 132262 members 
Entering Unmasked Estep 
Score: -24063662.000000 Penalty: 6042.099609
	Iteration 63Q: 3 clusters Score -2.406366e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -24063678.000000 Penalty: 6042.099609
	Iteration 64Q: 3 clusters Score -2.406368e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 132670 members 
Entering Unmasked Estep 
Score: -24063712.000000 Penalty: 6042.099609
	Iteration 65Q: 3 clusters Score -2.406371e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -24063672.000000 Penalty: 6042.099609
	Iteration 66Q: 3 clusters Score -2.406367e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -24063680.000000 Penalty: 6042.099609
	Iteration 67Q: 3 clusters Score -2.406368e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 133300 members 
Entering Unmasked Estep 
Score: -24063748.000000 Penalty: 6042.099609
	Iteration 68Q: 3 clusters Score -2.406375e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61657 members 
Mstep: Class 2 contains 133518 members 
Entering Unmasked Estep 
Score: -24063784.000000 Penalty: 6042.099609
	Iteration 69Q: 3 clusters Score -2.406378e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -24063794.000000 Penalty: 6042.099609
	Iteration 70Q: 3 clusters Score -2.406379e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -24063790.000000 Penalty: 6042.099609
	Iteration 71Q: 3 clusters Score -2.406379e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 134306 members 
Entering Unmasked Estep 
Score: -24063836.000000 Penalty: 6042.099609
	Iteration 72Q: 3 clusters Score -2.406384e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 134592 members 
Entering Unmasked Estep 
Score: -24063874.000000 Penalty: 6042.099609
	Iteration 73Q: 3 clusters Score -2.406387e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -24063856.000000 Penalty: 6042.099609
	Iteration 74Q: 3 clusters Score -2.406386e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 135157 members 
Entering Unmasked Estep 
Score: -24063910.000000 Penalty: 6042.099609
	Iteration 75Q: 3 clusters Score -2.406391e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -24063894.000000 Penalty: 6042.099609
	Iteration 76Q: 3 clusters Score -2.406389e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 135794 members 
Entering Unmasked Estep 
Score: -24063878.000000 Penalty: 6042.099609
	Iteration 77Q: 3 clusters Score -2.406388e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -24063874.000000 Penalty: 6042.099609
	Iteration 78Q: 3 clusters Score -2.406387e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 136516 members 
Entering Unmasked Estep 
Score: -24063858.000000 Penalty: 6042.099609
	Iteration 79Q: 3 clusters Score -2.406386e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -24063852.000000 Penalty: 6042.099609
	Iteration 80F: 3 clusters Score -2.406385e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 137302 members 
Entering Unmasked Estep 
Score: -24063818.000000 Penalty: 6042.099609
	Iteration 81Q: 3 clusters Score -2.406382e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -24063882.000000 Penalty: 6042.099609
	Iteration 82Q: 3 clusters Score -2.406388e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 138175 members 
Entering Unmasked Estep 
Score: -24063984.000000 Penalty: 6042.099609
	Iteration 83Q: 3 clusters Score -2.406398e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 138642 members 
Entering Unmasked Estep 
Score: -24063962.000000 Penalty: 6042.099609
	Iteration 84Q: 3 clusters Score -2.406396e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 139103 members 
Entering Unmasked Estep 
Score: -24064082.000000 Penalty: 6042.099609
	Iteration 85Q: 3 clusters Score -2.406408e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -24064086.000000 Penalty: 6042.099609
	Iteration 86Q: 3 clusters Score -2.406409e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -24064094.000000 Penalty: 6042.099609
	Iteration 87Q: 3 clusters Score -2.406409e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -24064076.000000 Penalty: 6042.099609
	Iteration 88Q: 3 clusters Score -2.406408e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 141023 members 
Entering Unmasked Estep 
Score: -24064134.000000 Penalty: 6042.099609
	Iteration 89Q: 3 clusters Score -2.406413e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 141531 members 
Entering Unmasked Estep 
Score: -24064130.000000 Penalty: 6042.099609
	Iteration 90Q: 3 clusters Score -2.406413e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -24064188.000000 Penalty: 6042.099609
	Iteration 91Q: 3 clusters Score -2.406419e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -24064270.000000 Penalty: 6042.099609
	Iteration 92Q: 3 clusters Score -2.406427e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 143071 members 
Entering Unmasked Estep 
Score: -24064360.000000 Penalty: 6042.099609
	Iteration 93Q: 3 clusters Score -2.406436e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 143578 members 
Entering Unmasked Estep 
Score: -24064376.000000 Penalty: 6042.099609
	Iteration 94Q: 3 clusters Score -2.406438e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -24064482.000000 Penalty: 6042.099609
	Iteration 95Q: 3 clusters Score -2.406448e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 144680 members 
Entering Unmasked Estep 
Score: -24064410.000000 Penalty: 6042.099609
	Iteration 96Q: 3 clusters Score -2.406441e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 145207 members 
Entering Unmasked Estep 
Score: -24064482.000000 Penalty: 6042.099609
	Iteration 97Q: 3 clusters Score -2.406448e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -24064564.000000 Penalty: 6042.099609
	Iteration 98Q: 3 clusters Score -2.406456e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 146234 members 
Entering Unmasked Estep 
Score: -24064588.000000 Penalty: 6042.099609
	Iteration 99Q: 3 clusters Score -2.406459e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 146672 members 
Entering Unmasked Estep 
Score: -24064646.000000 Penalty: 6042.099609
	Iteration 100F: 3 clusters Score -2.406465e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 147101 members 
Entering Unmasked Estep 
Score: -24064612.000000 Penalty: 6042.099609
	Iteration 101Q: 3 clusters Score -2.406461e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 147507 members 
Entering Unmasked Estep 
Score: -24064574.000000 Penalty: 6042.099609
	Iteration 102Q: 3 clusters Score -2.406457e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 147894 members 
Entering Unmasked Estep 
Score: -24064632.000000 Penalty: 6042.099609
	Iteration 103Q: 3 clusters Score -2.406463e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -24064634.000000 Penalty: 6042.099609
	Iteration 104Q: 3 clusters Score -2.406463e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 148600 members 
Entering Unmasked Estep 
Score: -24064680.000000 Penalty: 6042.099609
	Iteration 105Q: 3 clusters Score -2.406468e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -24064722.000000 Penalty: 6042.099609
	Iteration 106Q: 3 clusters Score -2.406472e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 149321 members 
Entering Unmasked Estep 
Score: -24064692.000000 Penalty: 6042.099609
	Iteration 107Q: 3 clusters Score -2.406469e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
Score: -24064694.000000 Penalty: 6042.099609
	Iteration 108Q: 3 clusters Score -2.406469e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -24064740.000000 Penalty: 6042.099609
	Iteration 109Q: 3 clusters Score -2.406474e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 150406 members 
Entering Unmasked Estep 
Score: -24064846.000000 Penalty: 6042.099609
	Iteration 110Q: 3 clusters Score -2.406485e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 150781 members 
Entering Unmasked Estep 
Score: -24064920.000000 Penalty: 6042.099609
	Iteration 111Q: 3 clusters Score -2.406492e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 151169 members 
Entering Unmasked Estep 
Score: -24064944.000000 Penalty: 6042.099609
	Iteration 112Q: 3 clusters Score -2.406494e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 151550 members 
Entering Unmasked Estep 
Score: -24065032.000000 Penalty: 6042.099609
	Iteration 113Q: 3 clusters Score -2.406503e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 151958 members 
Entering Unmasked Estep 
Score: -24065036.000000 Penalty: 6042.099609
	Iteration 114Q: 3 clusters Score -2.406504e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -24065080.000000 Penalty: 6042.099609
	Iteration 115Q: 3 clusters Score -2.406508e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -24065092.000000 Penalty: 6042.099609
	Iteration 116Q: 3 clusters Score -2.406509e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -24065182.000000 Penalty: 6042.099609
	Iteration 117Q: 3 clusters Score -2.406518e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -24065168.000000 Penalty: 6042.099609
	Iteration 118Q: 3 clusters Score -2.406517e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -24065160.000000 Penalty: 6042.099609
	Iteration 119Q: 3 clusters Score -2.406516e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -24065170.000000 Penalty: 6042.099609
	Iteration 120F: 3 clusters Score -2.406517e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -24065138.000000 Penalty: 6042.099609
	Iteration 121Q: 3 clusters Score -2.406514e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -24065144.000000 Penalty: 6042.099609
	Iteration 122Q: 3 clusters Score -2.406514e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -24065120.000000 Penalty: 6042.099609
	Iteration 123Q: 3 clusters Score -2.406512e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -24065110.000000 Penalty: 6042.099609
	Iteration 124Q: 3 clusters Score -2.406511e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 156287 members 
Entering Unmasked Estep 
Score: -24065150.000000 Penalty: 6042.099609
	Iteration 125Q: 3 clusters Score -2.406515e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -24065146.000000 Penalty: 6042.099609
	Iteration 126Q: 3 clusters Score -2.406515e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 157071 members 
Entering Unmasked Estep 
Score: -24065160.000000 Penalty: 6042.099609
	Iteration 127Q: 3 clusters Score -2.406516e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 157514 members 
Entering Unmasked Estep 
Score: -24065112.000000 Penalty: 6042.099609
	Iteration 128Q: 3 clusters Score -2.406511e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -24065106.000000 Penalty: 6042.099609
	Iteration 129Q: 3 clusters Score -2.406511e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -24065114.000000 Penalty: 6042.099609
	Iteration 130Q: 3 clusters Score -2.406511e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 158818 members 
Entering Unmasked Estep 
Score: -24065130.000000 Penalty: 6042.099609
	Iteration 131Q: 3 clusters Score -2.406513e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -24065124.000000 Penalty: 6042.099609
	Iteration 132Q: 3 clusters Score -2.406512e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 159605 members 
Entering Unmasked Estep 
Score: -24065122.000000 Penalty: 6042.099609
	Iteration 133Q: 3 clusters Score -2.406512e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -24065090.000000 Penalty: 6042.099609
	Iteration 134Q: 3 clusters Score -2.406509e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 160418 members 
Entering Unmasked Estep 
Score: -24065186.000000 Penalty: 6042.099609
	Iteration 135Q: 3 clusters Score -2.406519e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 160806 members 
Entering Unmasked Estep 
Score: -24065184.000000 Penalty: 6042.099609
	Iteration 136Q: 3 clusters Score -2.406518e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -24065272.000000 Penalty: 6042.099609
	Iteration 137Q: 3 clusters Score -2.406527e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -24065342.000000 Penalty: 6042.099609
	Iteration 138Q: 3 clusters Score -2.406534e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -24065290.000000 Penalty: 6042.099609
	Iteration 139Q: 3 clusters Score -2.406529e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 162376 members 
Entering Unmasked Estep 
Score: -24065308.000000 Penalty: 6042.099609
	Iteration 140F: 3 clusters Score -2.406531e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 162804 members 
Entering Unmasked Estep 
Score: -24065276.000000 Penalty: 6042.099609
	Iteration 141Q: 3 clusters Score -2.406528e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -24065380.000000 Penalty: 6042.099609
	Iteration 142Q: 3 clusters Score -2.406538e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -24065424.000000 Penalty: 6042.099609
	Iteration 143Q: 3 clusters Score -2.406542e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -24065428.000000 Penalty: 6042.099609
	Iteration 144Q: 3 clusters Score -2.406543e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 164544 members 
Entering Unmasked Estep 
Score: -24065396.000000 Penalty: 6042.099609
	Iteration 145Q: 3 clusters Score -2.40654e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -24065370.000000 Penalty: 6042.099609
	Iteration 146Q: 3 clusters Score -2.406537e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -24065336.000000 Penalty: 6042.099609
	Iteration 147Q: 3 clusters Score -2.406534e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -24065370.000000 Penalty: 6042.099609
	Iteration 148Q: 3 clusters Score -2.406537e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -24065290.000000 Penalty: 6042.099609
	Iteration 149Q: 3 clusters Score -2.406529e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 167033 members 
Entering Unmasked Estep 
Score: -24065390.000000 Penalty: 6042.099609
	Iteration 150Q: 3 clusters Score -2.406539e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 167568 members 
Entering Unmasked Estep 
Score: -24065412.000000 Penalty: 6042.099609
	Iteration 151Q: 3 clusters Score -2.406541e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -24065418.000000 Penalty: 6042.099609
	Iteration 152Q: 3 clusters Score -2.406542e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 168689 members 
Entering Unmasked Estep 
Score: -24065400.000000 Penalty: 6042.099609
	Iteration 153Q: 3 clusters Score -2.40654e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 169292 members 
Entering Unmasked Estep 
Score: -24065444.000000 Penalty: 6042.099609
	Iteration 154Q: 3 clusters Score -2.406544e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -24065486.000000 Penalty: 6042.099609
	Iteration 155Q: 3 clusters Score -2.406549e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 170582 members 
Entering Unmasked Estep 
Score: -24065624.000000 Penalty: 6042.099609
	Iteration 156Q: 3 clusters Score -2.406562e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -24065670.000000 Penalty: 6042.099609
	Iteration 157Q: 3 clusters Score -2.406567e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 171974 members 
Entering Unmasked Estep 
Score: -24065686.000000 Penalty: 6042.099609
	Iteration 158Q: 3 clusters Score -2.406569e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 172706 members 
Entering Unmasked Estep 
Score: -24065758.000000 Penalty: 6042.099609
	Iteration 159Q: 3 clusters Score -2.406576e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 173463 members 
Entering Unmasked Estep 
Score: -24065818.000000 Penalty: 6042.099609
	Iteration 160F: 3 clusters Score -2.406582e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 174243 members 
Entering Unmasked Estep 
Score: -24065880.000000 Penalty: 6042.099609
	Iteration 161Q: 3 clusters Score -2.406588e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 175023 members 
Entering Unmasked Estep 
Score: -24065924.000000 Penalty: 6042.099609
	Iteration 162Q: 3 clusters Score -2.406592e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 175830 members 
Entering Unmasked Estep 
Score: -24065964.000000 Penalty: 6042.099609
	Iteration 163Q: 3 clusters Score -2.406596e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -24066102.000000 Penalty: 6042.099609
	Iteration 164Q: 3 clusters Score -2.40661e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -24066136.000000 Penalty: 6042.099609
	Iteration 165Q: 3 clusters Score -2.406614e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 178268 members 
Entering Unmasked Estep 
Score: -24066248.000000 Penalty: 6042.099609
	Iteration 166Q: 3 clusters Score -2.406625e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -24066272.000000 Penalty: 6042.099609
	Iteration 167Q: 3 clusters Score -2.406627e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 179937 members 
Entering Unmasked Estep 
Score: -24066436.000000 Penalty: 6042.099609
	Iteration 168Q: 3 clusters Score -2.406644e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 180781 members 
Entering Unmasked Estep 
Score: -24066544.000000 Penalty: 6042.099609
	Iteration 169Q: 3 clusters Score -2.406654e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -24066568.000000 Penalty: 6042.099609
	Iteration 170Q: 3 clusters Score -2.406657e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 182431 members 
Entering Unmasked Estep 
Score: -24066668.000000 Penalty: 6042.099609
	Iteration 171Q: 3 clusters Score -2.406667e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 183240 members 
Entering Unmasked Estep 
Score: -24066724.000000 Penalty: 6042.099609
	Iteration 172Q: 3 clusters Score -2.406672e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -24066866.000000 Penalty: 6042.099609
	Iteration 173Q: 3 clusters Score -2.406687e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 184959 members 
Entering Unmasked Estep 
Score: -24066952.000000 Penalty: 6042.099609
	Iteration 174Q: 3 clusters Score -2.406695e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 185814 members 
Entering Unmasked Estep 
Score: -24067064.000000 Penalty: 6042.099609
	Iteration 175Q: 3 clusters Score -2.406706e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 186679 members 
Entering Unmasked Estep 
Score: -24067276.000000 Penalty: 6042.099609
	Iteration 176Q: 3 clusters Score -2.406728e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 187551 members 
Entering Unmasked Estep 
Score: -24067364.000000 Penalty: 6042.099609
	Iteration 177Q: 3 clusters Score -2.406736e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 188389 members 
Entering Unmasked Estep 
Score: -24067474.000000 Penalty: 6042.099609
	Iteration 178Q: 3 clusters Score -2.406747e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 189201 members 
Entering Unmasked Estep 
Score: -24067748.000000 Penalty: 6042.099609
	Iteration 179Q: 3 clusters Score -2.406775e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 189970 members 
Entering Unmasked Estep 
Score: -24067964.000000 Penalty: 6042.099609
	Iteration 180F: 3 clusters Score -2.406796e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 190695 members 
Entering Unmasked Estep 
Score: -24068184.000000 Penalty: 6042.099609
	Iteration 181Q: 3 clusters Score -2.406818e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 191306 members 
Entering Unmasked Estep 
Score: -24068286.000000 Penalty: 6042.099609
	Iteration 182Q: 3 clusters Score -2.406829e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 191831 members 
Entering Unmasked Estep 
Score: -24068542.000000 Penalty: 6042.099609
	Iteration 183Q: 3 clusters Score -2.406854e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 192308 members 
Entering Unmasked Estep 
Score: -24068688.000000 Penalty: 6042.099609
	Iteration 184Q: 3 clusters Score -2.406869e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 192703 members 
Entering Unmasked Estep 
Score: -24068814.000000 Penalty: 6042.099609
	Iteration 185Q: 3 clusters Score -2.406881e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 193036 members 
Entering Unmasked Estep 
Score: -24068924.000000 Penalty: 6042.099609
	Iteration 186Q: 3 clusters Score -2.406892e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 193329 members 
Entering Unmasked Estep 
Score: -24069066.000000 Penalty: 6042.099609
	Iteration 187Q: 3 clusters Score -2.406907e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 193545 members 
Entering Unmasked Estep 
Score: -24069130.000000 Penalty: 6042.099609
	Iteration 188Q: 3 clusters Score -2.406913e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 193706 members 
Entering Unmasked Estep 
Score: -24069204.000000 Penalty: 6042.099609
	Iteration 189Q: 3 clusters Score -2.40692e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -24069296.000000 Penalty: 6042.099609
	Iteration 190Q: 3 clusters Score -2.40693e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 193915 members 
Entering Unmasked Estep 
Score: -24069342.000000 Penalty: 6042.099609
	Iteration 191Q: 3 clusters Score -2.406934e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -24069392.000000 Penalty: 6042.099609
	Iteration 192Q: 3 clusters Score -2.406939e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 194050 members 
Entering Unmasked Estep 
Score: -24069424.000000 Penalty: 6042.099609
	Iteration 193Q: 3 clusters Score -2.406942e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 194103 members 
Entering Unmasked Estep 
Score: -24069466.000000 Penalty: 6042.099609
	Iteration 194Q: 3 clusters Score -2.406947e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 194141 members 
Entering Unmasked Estep 
Score: -24069460.000000 Penalty: 6042.099609
	Iteration 195Q: 3 clusters Score -2.406946e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 194172 members 
Entering Unmasked Estep 
Score: -24069510.000000 Penalty: 6042.099609
	Iteration 196Q: 3 clusters Score -2.406951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 194193 members 
Entering Unmasked Estep 
Score: -24069532.000000 Penalty: 6042.099609
	Iteration 197Q: 3 clusters Score -2.406953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 194216 members 
Entering Unmasked Estep 
Score: -24069524.000000 Penalty: 6042.099609
	Iteration 198Q: 3 clusters Score -2.406952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 194231 members 
Entering Unmasked Estep 
Score: -24069522.000000 Penalty: 6042.099609
	Iteration 199Q: 3 clusters Score -2.406952e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 194239 members 
Entering Unmasked Estep 
Score: -24069526.000000 Penalty: 6042.099609
	Iteration 200F: 3 clusters Score -2.406953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 194252 members 
Entering Unmasked Estep 
Score: -24069510.000000 Penalty: 6042.099609
	Iteration 201Q: 3 clusters Score -2.406951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 194267 members 
Entering Unmasked Estep 
Score: -24069514.000000 Penalty: 6042.099609
	Iteration 202Q: 3 clusters Score -2.406951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 194281 members 
Entering Unmasked Estep 
Score: -24069518.000000 Penalty: 6042.099609
	Iteration 203Q: 3 clusters Score -2.406952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 194290 members 
Entering Unmasked Estep 
Score: -24069538.000000 Penalty: 6042.099609
	Iteration 204Q: 3 clusters Score -2.406954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 194307 members 
Entering Unmasked Estep 
Score: -24069538.000000 Penalty: 6042.099609
	Iteration 205Q: 3 clusters Score -2.406954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 194323 members 
Entering Unmasked Estep 
Score: -24069554.000000 Penalty: 6042.099609
	Iteration 206Q: 3 clusters Score -2.406955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -24069566.000000 Penalty: 6042.099609
	Iteration 207Q: 3 clusters Score -2.406957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 194340 members 
Entering Unmasked Estep 
Score: -24069564.000000 Penalty: 6042.099609
	Iteration 208Q: 3 clusters Score -2.406956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 194349 members 
Entering Unmasked Estep 
Score: -24069584.000000 Penalty: 6042.099609
	Iteration 209Q: 3 clusters Score -2.406958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 194358 members 
Entering Unmasked Estep 
Score: -24069582.000000 Penalty: 6042.099609
	Iteration 210Q: 3 clusters Score -2.406958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 194366 members 
Entering Unmasked Estep 
Score: -24069606.000000 Penalty: 6042.099609
	Iteration 211Q: 3 clusters Score -2.406961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 194374 members 
Entering Unmasked Estep 
Score: -24069596.000000 Penalty: 6042.099609
	Iteration 212Q: 3 clusters Score -2.40696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 194381 members 
Entering Unmasked Estep 
Score: -24069592.000000 Penalty: 6042.099609
	Iteration 213Q: 3 clusters Score -2.406959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 194387 members 
Entering Unmasked Estep 
Score: -24069604.000000 Penalty: 6042.099609
	Iteration 214Q: 3 clusters Score -2.40696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 194389 members 
Entering Unmasked Estep 
Score: -24069612.000000 Penalty: 6042.099609
	Iteration 215Q: 3 clusters Score -2.406961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 194397 members 
Entering Unmasked Estep 
Score: -24069602.000000 Penalty: 6042.099609
	Iteration 216Q: 3 clusters Score -2.40696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -24069592.000000 Penalty: 6042.099609
	Iteration 217Q: 3 clusters Score -2.406959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 194417 members 
Entering Unmasked Estep 
Score: -24069608.000000 Penalty: 6042.099609
	Iteration 218Q: 3 clusters Score -2.406961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 194427 members 
Entering Unmasked Estep 
Score: -24069618.000000 Penalty: 6042.099609
	Iteration 219Q: 3 clusters Score -2.406962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 194428 members 
Entering Unmasked Estep 
Score: -24069616.000000 Penalty: 6042.099609
	Iteration 220F: 3 clusters Score -2.406962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 194430 members 
Entering Unmasked Estep 
Score: -24069608.000000 Penalty: 6042.099609
	Iteration 221Q: 3 clusters Score -2.406961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 194434 members 
Entering Unmasked Estep 
Score: -24069606.000000 Penalty: 6042.099609
	Iteration 222Q: 3 clusters Score -2.406961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 194434 members 
Entering Unmasked Estep 
Score: -24069602.000000 Penalty: 6042.099609
	Iteration 223Q: 3 clusters Score -2.40696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -24069592.000000 Penalty: 6042.099609
	Iteration 224Q: 3 clusters Score -2.406959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 194437 members 
Entering Unmasked Estep 
Score: -24069580.000000 Penalty: 6042.099609
	Iteration 225Q: 3 clusters Score -2.406958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 194439 members 
Entering Unmasked Estep 
Score: -24069594.000000 Penalty: 6042.099609
	Iteration 226Q: 3 clusters Score -2.406959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -24069588.000000 Penalty: 6042.099609
	Iteration 227Q: 3 clusters Score -2.406959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -24069588.000000 Penalty: 6042.099609
	Iteration 228F: 3 clusters Score -2.406959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Entering Unmasked Estep 
Score: -11465502.000000 Penalty: 2835.318115
	Iteration 0F: 2 clusters Score -1.14655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -11403919.000000 Penalty: 5670.636230
	Iteration 0F: 3 clusters Score -1.140392e+07 nChanged 43591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -11428962.000000 Penalty: 5670.636230
	Iteration 1F: 3 clusters Score -1.142896e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -11430207.000000 Penalty: 5670.636230
	Iteration 2Q: 3 clusters Score -1.143021e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -11432024.000000 Penalty: 5670.636230
	Iteration 3Q: 3 clusters Score -1.143202e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -11434925.000000 Penalty: 5670.636230
	Iteration 4F: 3 clusters Score -1.143492e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -11439715.000000 Penalty: 5670.636230
	Iteration 5F: 3 clusters Score -1.143972e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -11446109.000000 Penalty: 5670.636230
	Iteration 6F: 3 clusters Score -1.144611e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -11452851.000000 Penalty: 5670.636230
	Iteration 7F: 3 clusters Score -1.145285e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -11457985.000000 Penalty: 5670.636230
	Iteration 8F: 3 clusters Score -1.145798e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -11460785.000000 Penalty: 5670.636230
	Iteration 9Q: 3 clusters Score -1.146078e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -11461873.000000 Penalty: 5670.636230
	Iteration 10Q: 3 clusters Score -1.146187e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -11462233.000000 Penalty: 5670.636230
	Iteration 11Q: 3 clusters Score -1.146223e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -11462616.000000 Penalty: 5670.636230
	Iteration 12Q: 3 clusters Score -1.146262e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86631 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -11462748.000000 Penalty: 5670.636230
	Iteration 13Q: 3 clusters Score -1.146275e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -11462960.000000 Penalty: 5670.636230
	Iteration 14Q: 3 clusters Score -1.146296e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -11463124.000000 Penalty: 5670.636230
	Iteration 15Q: 3 clusters Score -1.146312e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -11463252.000000 Penalty: 5670.636230
	Iteration 16Q: 3 clusters Score -1.146325e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -11463307.000000 Penalty: 5670.636230
	Iteration 17Q: 3 clusters Score -1.146331e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -11463350.000000 Penalty: 5670.636230
	Iteration 18Q: 3 clusters Score -1.146335e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -11463388.000000 Penalty: 5670.636230
	Iteration 19Q: 3 clusters Score -1.146339e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -11463447.000000 Penalty: 5670.636230
	Iteration 20F: 3 clusters Score -1.146345e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11463500.000000 Penalty: 5670.636230
	Iteration 21Q: 3 clusters Score -1.14635e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -11463551.000000 Penalty: 5670.636230
	Iteration 22Q: 3 clusters Score -1.146355e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -11463566.000000 Penalty: 5670.636230
	Iteration 23Q: 3 clusters Score -1.146357e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -11463588.000000 Penalty: 5670.636230
	Iteration 24Q: 3 clusters Score -1.146359e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -11463630.000000 Penalty: 5670.636230
	Iteration 25Q: 3 clusters Score -1.146363e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -11463677.000000 Penalty: 5670.636230
	Iteration 26Q: 3 clusters Score -1.146368e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -11463710.000000 Penalty: 5670.636230
	Iteration 27Q: 3 clusters Score -1.146371e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -11463717.000000 Penalty: 5670.636230
	Iteration 28Q: 3 clusters Score -1.146372e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -11463728.000000 Penalty: 5670.636230
	Iteration 29Q: 3 clusters Score -1.146373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -11463731.000000 Penalty: 5670.636230
	Iteration 30Q: 3 clusters Score -1.146373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -11463741.000000 Penalty: 5670.636230
	Iteration 31Q: 3 clusters Score -1.146374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -11463737.000000 Penalty: 5670.636230
	Iteration 32Q: 3 clusters Score -1.146374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -11463728.000000 Penalty: 5670.636230
	Iteration 33Q: 3 clusters Score -1.146373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11463731.000000 Penalty: 5670.636230
	Iteration 34Q: 3 clusters Score -1.146373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -11463742.000000 Penalty: 5670.636230
	Iteration 35Q: 3 clusters Score -1.146374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -11463732.000000 Penalty: 5670.636230
	Iteration 36Q: 3 clusters Score -1.146373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11463736.000000 Penalty: 5670.636230
	Iteration 37Q: 3 clusters Score -1.146374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11463747.000000 Penalty: 5670.636230
	Iteration 38Q: 3 clusters Score -1.146375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11463749.000000 Penalty: 5670.636230
	Iteration 39Q: 3 clusters Score -1.146375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -11463746.000000 Penalty: 5670.636230
	Iteration 40F: 3 clusters Score -1.146375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -11463742.000000 Penalty: 5670.636230
	Iteration 41Q: 3 clusters Score -1.146374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11463747.000000 Penalty: 5670.636230
	Iteration 42Q: 3 clusters Score -1.146375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -11463749.000000 Penalty: 5670.636230
	Iteration 43Q: 3 clusters Score -1.146375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -11463754.000000 Penalty: 5670.636230
	Iteration 44Q: 3 clusters Score -1.146375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -11463757.000000 Penalty: 5670.636230
	Iteration 45Q: 3 clusters Score -1.146376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11463757.000000 Penalty: 5670.636230
	Iteration 46Q: 3 clusters Score -1.146376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11463757.000000 Penalty: 5670.636230
	Iteration 47Q: 3 clusters Score -1.146376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11463769.000000 Penalty: 5670.636230
	Iteration 48Q: 3 clusters Score -1.146377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -11463774.000000 Penalty: 5670.636230
	Iteration 49Q: 3 clusters Score -1.146377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -11463759.000000 Penalty: 5670.636230
	Iteration 50Q: 3 clusters Score -1.146376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11463756.000000 Penalty: 5670.636230
	Iteration 51Q: 3 clusters Score -1.146376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89797 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -11463756.000000 Penalty: 5670.636230
	Iteration 52Q: 3 clusters Score -1.146376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89800 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11463752.000000 Penalty: 5670.636230
	Iteration 53Q: 3 clusters Score -1.146375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11463763.000000 Penalty: 5670.636230
	Iteration 54Q: 3 clusters Score -1.146376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11463755.000000 Penalty: 5670.636230
	Iteration 55Q: 3 clusters Score -1.146376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11463764.000000 Penalty: 5670.636230
	Iteration 56Q: 3 clusters Score -1.146376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89828 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -11463766.000000 Penalty: 5670.636230
	Iteration 57Q: 3 clusters Score -1.146377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11463752.000000 Penalty: 5670.636230
	Iteration 58Q: 3 clusters Score -1.146375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11463757.000000 Penalty: 5670.636230
	Iteration 59Q: 3 clusters Score -1.146376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -11463761.000000 Penalty: 5670.636230
	Iteration 60F: 3 clusters Score -1.146376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11463757.000000 Penalty: 5670.636230
	Iteration 61Q: 3 clusters Score -1.146376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11463760.000000 Penalty: 5670.636230
	Iteration 62Q: 3 clusters Score -1.146376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89841 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11463758.000000 Penalty: 5670.636230
	Iteration 63Q: 3 clusters Score -1.146376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11463763.000000 Penalty: 5670.636230
	Iteration 64Q: 3 clusters Score -1.146376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -11463763.000000 Penalty: 5670.636230
	Iteration 65F: 3 clusters Score -1.146376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164863 members 
Entering Unmasked Estep 
Score: -20176630.000000 Penalty: 2979.191650
	Iteration 0F: 2 clusters Score -2.017663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -20067170.000000 Penalty: 5958.383301
	Iteration 0F: 3 clusters Score -2.006717e+07 nChanged 79063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -20112876.000000 Penalty: 5958.383301
	Iteration 1F: 3 clusters Score -2.011288e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -20113712.000000 Penalty: 5958.383301
	Iteration 2Q: 3 clusters Score -2.011371e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -20114644.000000 Penalty: 5958.383301
	Iteration 3Q: 3 clusters Score -2.011464e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -20115676.000000 Penalty: 5958.383301
	Iteration 4Q: 3 clusters Score -2.011568e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -20116956.000000 Penalty: 5958.383301
	Iteration 5Q: 3 clusters Score -2.011696e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -20118698.000000 Penalty: 5958.383301
	Iteration 6Q: 3 clusters Score -2.01187e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -20121372.000000 Penalty: 5958.383301
	Iteration 7Q: 3 clusters Score -2.012137e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -20125028.000000 Penalty: 5958.383301
	Iteration 8Q: 3 clusters Score -2.012503e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 89468 members 
Entering Unmasked Estep 
Score: -20131614.000000 Penalty: 5958.383301
	Iteration 9F: 3 clusters Score -2.013161e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 92171 members 
Entering Unmasked Estep 
Score: -20140318.000000 Penalty: 5958.383301
	Iteration 10F: 3 clusters Score -2.014032e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -20149796.000000 Penalty: 5958.383301
	Iteration 11F: 3 clusters Score -2.01498e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -20155576.000000 Penalty: 5958.383301
	Iteration 12F: 3 clusters Score -2.015558e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -20158344.000000 Penalty: 5958.383301
	Iteration 13Q: 3 clusters Score -2.015834e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -20160200.000000 Penalty: 5958.383301
	Iteration 14Q: 3 clusters Score -2.01602e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -20162170.000000 Penalty: 5958.383301
	Iteration 15Q: 3 clusters Score -2.016217e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -20164198.000000 Penalty: 5958.383301
	Iteration 16Q: 3 clusters Score -2.01642e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -20166248.000000 Penalty: 5958.383301
	Iteration 17Q: 3 clusters Score -2.016625e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -20168018.000000 Penalty: 5958.383301
	Iteration 18Q: 3 clusters Score -2.016802e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 112473 members 
Entering Unmasked Estep 
Score: -20169352.000000 Penalty: 5958.383301
	Iteration 19Q: 3 clusters Score -2.016935e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -20170252.000000 Penalty: 5958.383301
	Iteration 20F: 3 clusters Score -2.017025e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 115508 members 
Entering Unmasked Estep 
Score: -20170966.000000 Penalty: 5958.383301
	Iteration 21Q: 3 clusters Score -2.017097e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 116692 members 
Entering Unmasked Estep 
Score: -20171508.000000 Penalty: 5958.383301
	Iteration 22Q: 3 clusters Score -2.017151e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -20171744.000000 Penalty: 5958.383301
	Iteration 23Q: 3 clusters Score -2.017174e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 118832 members 
Entering Unmasked Estep 
Score: -20172048.000000 Penalty: 5958.383301
	Iteration 24Q: 3 clusters Score -2.017205e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 119886 members 
Entering Unmasked Estep 
Score: -20172340.000000 Penalty: 5958.383301
	Iteration 25Q: 3 clusters Score -2.017234e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 120953 members 
Entering Unmasked Estep 
Score: -20172562.000000 Penalty: 5958.383301
	Iteration 26Q: 3 clusters Score -2.017256e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -20172810.000000 Penalty: 5958.383301
	Iteration 27Q: 3 clusters Score -2.017281e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 122995 members 
Entering Unmasked Estep 
Score: -20172942.000000 Penalty: 5958.383301
	Iteration 28Q: 3 clusters Score -2.017294e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -20173160.000000 Penalty: 5958.383301
	Iteration 29Q: 3 clusters Score -2.017316e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -20173312.000000 Penalty: 5958.383301
	Iteration 30Q: 3 clusters Score -2.017331e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -20173406.000000 Penalty: 5958.383301
	Iteration 31Q: 3 clusters Score -2.017341e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -20173470.000000 Penalty: 5958.383301
	Iteration 32Q: 3 clusters Score -2.017347e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 127388 members 
Entering Unmasked Estep 
Score: -20173584.000000 Penalty: 5958.383301
	Iteration 33Q: 3 clusters Score -2.017358e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 128289 members 
Entering Unmasked Estep 
Score: -20173814.000000 Penalty: 5958.383301
	Iteration 34Q: 3 clusters Score -2.017381e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 129170 members 
Entering Unmasked Estep 
Score: -20174002.000000 Penalty: 5958.383301
	Iteration 35Q: 3 clusters Score -2.0174e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -20174064.000000 Penalty: 5958.383301
	Iteration 36Q: 3 clusters Score -2.017406e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 130776 members 
Entering Unmasked Estep 
Score: -20174240.000000 Penalty: 5958.383301
	Iteration 37Q: 3 clusters Score -2.017424e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 131525 members 
Entering Unmasked Estep 
Score: -20174384.000000 Penalty: 5958.383301
	Iteration 38Q: 3 clusters Score -2.017438e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -20174490.000000 Penalty: 5958.383301
	Iteration 39Q: 3 clusters Score -2.017449e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 132969 members 
Entering Unmasked Estep 
Score: -20174498.000000 Penalty: 5958.383301
	Iteration 40F: 3 clusters Score -2.01745e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -20174636.000000 Penalty: 5958.383301
	Iteration 41Q: 3 clusters Score -2.017464e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 134404 members 
Entering Unmasked Estep 
Score: -20174758.000000 Penalty: 5958.383301
	Iteration 42Q: 3 clusters Score -2.017476e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 135096 members 
Entering Unmasked Estep 
Score: -20174832.000000 Penalty: 5958.383301
	Iteration 43Q: 3 clusters Score -2.017483e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -20174996.000000 Penalty: 5958.383301
	Iteration 44Q: 3 clusters Score -2.0175e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 136482 members 
Entering Unmasked Estep 
Score: -20175076.000000 Penalty: 5958.383301
	Iteration 45Q: 3 clusters Score -2.017508e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
Score: -20175192.000000 Penalty: 5958.383301
	Iteration 46Q: 3 clusters Score -2.017519e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -20175310.000000 Penalty: 5958.383301
	Iteration 47Q: 3 clusters Score -2.017531e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 138185 members 
Entering Unmasked Estep 
Score: -20175348.000000 Penalty: 5958.383301
	Iteration 48Q: 3 clusters Score -2.017535e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 138675 members 
Entering Unmasked Estep 
Score: -20175364.000000 Penalty: 5958.383301
	Iteration 49Q: 3 clusters Score -2.017536e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 139164 members 
Entering Unmasked Estep 
Score: -20175422.000000 Penalty: 5958.383301
	Iteration 50Q: 3 clusters Score -2.017542e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 139654 members 
Entering Unmasked Estep 
Score: -20175518.000000 Penalty: 5958.383301
	Iteration 51Q: 3 clusters Score -2.017552e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 140146 members 
Entering Unmasked Estep 
Score: -20175512.000000 Penalty: 5958.383301
	Iteration 52Q: 3 clusters Score -2.017551e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -20175576.000000 Penalty: 5958.383301
	Iteration 53Q: 3 clusters Score -2.017558e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 141079 members 
Entering Unmasked Estep 
Score: -20175590.000000 Penalty: 5958.383301
	Iteration 54Q: 3 clusters Score -2.017559e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -20175614.000000 Penalty: 5958.383301
	Iteration 55Q: 3 clusters Score -2.017561e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 141943 members 
Entering Unmasked Estep 
Score: -20175620.000000 Penalty: 5958.383301
	Iteration 56Q: 3 clusters Score -2.017562e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -20175644.000000 Penalty: 5958.383301
	Iteration 57Q: 3 clusters Score -2.017564e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -20175650.000000 Penalty: 5958.383301
	Iteration 58Q: 3 clusters Score -2.017565e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -20175712.000000 Penalty: 5958.383301
	Iteration 59Q: 3 clusters Score -2.017571e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -20175794.000000 Penalty: 5958.383301
	Iteration 60F: 3 clusters Score -2.017579e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -20175886.000000 Penalty: 5958.383301
	Iteration 61Q: 3 clusters Score -2.017589e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 144287 members 
Entering Unmasked Estep 
Score: -20175926.000000 Penalty: 5958.383301
	Iteration 62Q: 3 clusters Score -2.017593e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 144633 members 
Entering Unmasked Estep 
Score: -20175872.000000 Penalty: 5958.383301
	Iteration 63Q: 3 clusters Score -2.017587e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 144963 members 
Entering Unmasked Estep 
Score: -20175896.000000 Penalty: 5958.383301
	Iteration 64Q: 3 clusters Score -2.01759e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -20175924.000000 Penalty: 5958.383301
	Iteration 65Q: 3 clusters Score -2.017592e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 145656 members 
Entering Unmasked Estep 
Score: -20176018.000000 Penalty: 5958.383301
	Iteration 66Q: 3 clusters Score -2.017602e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -20176032.000000 Penalty: 5958.383301
	Iteration 67Q: 3 clusters Score -2.017603e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 146272 members 
Entering Unmasked Estep 
Score: -20175982.000000 Penalty: 5958.383301
	Iteration 68Q: 3 clusters Score -2.017598e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -20176048.000000 Penalty: 5958.383301
	Iteration 69Q: 3 clusters Score -2.017605e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 146854 members 
Entering Unmasked Estep 
Score: -20176118.000000 Penalty: 5958.383301
	Iteration 70Q: 3 clusters Score -2.017612e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -20176134.000000 Penalty: 5958.383301
	Iteration 71Q: 3 clusters Score -2.017613e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 147362 members 
Entering Unmasked Estep 
Score: -20176158.000000 Penalty: 5958.383301
	Iteration 72Q: 3 clusters Score -2.017616e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 147604 members 
Entering Unmasked Estep 
Score: -20176160.000000 Penalty: 5958.383301
	Iteration 73Q: 3 clusters Score -2.017616e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 147809 members 
Entering Unmasked Estep 
Score: -20176182.000000 Penalty: 5958.383301
	Iteration 74Q: 3 clusters Score -2.017618e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -20176178.000000 Penalty: 5958.383301
	Iteration 75Q: 3 clusters Score -2.017618e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 148204 members 
Entering Unmasked Estep 
Score: -20176194.000000 Penalty: 5958.383301
	Iteration 76Q: 3 clusters Score -2.017619e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -20176182.000000 Penalty: 5958.383301
	Iteration 77Q: 3 clusters Score -2.017618e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -20176160.000000 Penalty: 5958.383301
	Iteration 78Q: 3 clusters Score -2.017616e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 148773 members 
Entering Unmasked Estep 
Score: -20176144.000000 Penalty: 5958.383301
	Iteration 79Q: 3 clusters Score -2.017614e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 148961 members 
Entering Unmasked Estep 
Score: -20176138.000000 Penalty: 5958.383301
	Iteration 80F: 3 clusters Score -2.017614e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -20176168.000000 Penalty: 5958.383301
	Iteration 81Q: 3 clusters Score -2.017617e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -20176170.000000 Penalty: 5958.383301
	Iteration 82Q: 3 clusters Score -2.017617e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 149482 members 
Entering Unmasked Estep 
Score: -20176200.000000 Penalty: 5958.383301
	Iteration 83Q: 3 clusters Score -2.01762e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
Score: -20176230.000000 Penalty: 5958.383301
	Iteration 84Q: 3 clusters Score -2.017623e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 149767 members 
Entering Unmasked Estep 
Score: -20176208.000000 Penalty: 5958.383301
	Iteration 85Q: 3 clusters Score -2.017621e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 149888 members 
Entering Unmasked Estep 
Score: -20176192.000000 Penalty: 5958.383301
	Iteration 86Q: 3 clusters Score -2.017619e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -20176190.000000 Penalty: 5958.383301
	Iteration 87Q: 3 clusters Score -2.017619e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 150156 members 
Entering Unmasked Estep 
Score: -20176174.000000 Penalty: 5958.383301
	Iteration 88Q: 3 clusters Score -2.017617e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -20176220.000000 Penalty: 5958.383301
	Iteration 89Q: 3 clusters Score -2.017622e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -20176216.000000 Penalty: 5958.383301
	Iteration 90Q: 3 clusters Score -2.017622e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -20176216.000000 Penalty: 5958.383301
	Iteration 91Q: 3 clusters Score -2.017622e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 150645 members 
Entering Unmasked Estep 
Score: -20176198.000000 Penalty: 5958.383301
	Iteration 92Q: 3 clusters Score -2.01762e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -20176210.000000 Penalty: 5958.383301
	Iteration 93Q: 3 clusters Score -2.017621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -20176222.000000 Penalty: 5958.383301
	Iteration 94Q: 3 clusters Score -2.017622e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 151026 members 
Entering Unmasked Estep 
Score: -20176254.000000 Penalty: 5958.383301
	Iteration 95Q: 3 clusters Score -2.017625e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 151129 members 
Entering Unmasked Estep 
Score: -20176224.000000 Penalty: 5958.383301
	Iteration 96Q: 3 clusters Score -2.017622e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 151227 members 
Entering Unmasked Estep 
Score: -20176220.000000 Penalty: 5958.383301
	Iteration 97Q: 3 clusters Score -2.017622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -20176214.000000 Penalty: 5958.383301
	Iteration 98Q: 3 clusters Score -2.017621e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 151363 members 
Entering Unmasked Estep 
Score: -20176178.000000 Penalty: 5958.383301
	Iteration 99Q: 3 clusters Score -2.017618e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -20176154.000000 Penalty: 5958.383301
	Iteration 100F: 3 clusters Score -2.017615e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 151476 members 
Entering Unmasked Estep 
Score: -20176162.000000 Penalty: 5958.383301
	Iteration 101Q: 3 clusters Score -2.017616e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 151537 members 
Entering Unmasked Estep 
Score: -20176150.000000 Penalty: 5958.383301
	Iteration 102Q: 3 clusters Score -2.017615e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 151600 members 
Entering Unmasked Estep 
Score: -20176130.000000 Penalty: 5958.383301
	Iteration 103Q: 3 clusters Score -2.017613e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -20176156.000000 Penalty: 5958.383301
	Iteration 104Q: 3 clusters Score -2.017616e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -20176162.000000 Penalty: 5958.383301
	Iteration 105Q: 3 clusters Score -2.017616e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 151811 members 
Entering Unmasked Estep 
Score: -20176150.000000 Penalty: 5958.383301
	Iteration 106Q: 3 clusters Score -2.017615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 151867 members 
Entering Unmasked Estep 
Score: -20176146.000000 Penalty: 5958.383301
	Iteration 107Q: 3 clusters Score -2.017615e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 151925 members 
Entering Unmasked Estep 
Score: -20176162.000000 Penalty: 5958.383301
	Iteration 108Q: 3 clusters Score -2.017616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -20176138.000000 Penalty: 5958.383301
	Iteration 109Q: 3 clusters Score -2.017614e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -20176150.000000 Penalty: 5958.383301
	Iteration 110Q: 3 clusters Score -2.017615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -20176158.000000 Penalty: 5958.383301
	Iteration 111Q: 3 clusters Score -2.017616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 152104 members 
Entering Unmasked Estep 
Score: -20176172.000000 Penalty: 5958.383301
	Iteration 112Q: 3 clusters Score -2.017617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -20176188.000000 Penalty: 5958.383301
	Iteration 113Q: 3 clusters Score -2.017619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -20176178.000000 Penalty: 5958.383301
	Iteration 114Q: 3 clusters Score -2.017618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 152178 members 
Entering Unmasked Estep 
Score: -20176188.000000 Penalty: 5958.383301
	Iteration 115Q: 3 clusters Score -2.017619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 152198 members 
Entering Unmasked Estep 
Score: -20176196.000000 Penalty: 5958.383301
	Iteration 116Q: 3 clusters Score -2.01762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 152216 members 
Entering Unmasked Estep 
Score: -20176204.000000 Penalty: 5958.383301
	Iteration 117Q: 3 clusters Score -2.01762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 152237 members 
Entering Unmasked Estep 
Score: -20176196.000000 Penalty: 5958.383301
	Iteration 118Q: 3 clusters Score -2.01762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 152260 members 
Entering Unmasked Estep 
Score: -20176184.000000 Penalty: 5958.383301
	Iteration 119Q: 3 clusters Score -2.017618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 152286 members 
Entering Unmasked Estep 
Score: -20176186.000000 Penalty: 5958.383301
	Iteration 120F: 3 clusters Score -2.017619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -20176212.000000 Penalty: 5958.383301
	Iteration 121Q: 3 clusters Score -2.017621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -20176208.000000 Penalty: 5958.383301
	Iteration 122Q: 3 clusters Score -2.017621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -20176214.000000 Penalty: 5958.383301
	Iteration 123Q: 3 clusters Score -2.017621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -20176198.000000 Penalty: 5958.383301
	Iteration 124Q: 3 clusters Score -2.01762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 152408 members 
Entering Unmasked Estep 
Score: -20176196.000000 Penalty: 5958.383301
	Iteration 125Q: 3 clusters Score -2.01762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 152440 members 
Entering Unmasked Estep 
Score: -20176194.000000 Penalty: 5958.383301
	Iteration 126Q: 3 clusters Score -2.017619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -20176192.000000 Penalty: 5958.383301
	Iteration 127Q: 3 clusters Score -2.017619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -20176208.000000 Penalty: 5958.383301
	Iteration 128Q: 3 clusters Score -2.017621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -20176200.000000 Penalty: 5958.383301
	Iteration 129Q: 3 clusters Score -2.01762e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 152611 members 
Entering Unmasked Estep 
Score: -20176226.000000 Penalty: 5958.383301
	Iteration 130Q: 3 clusters Score -2.017623e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 152665 members 
Entering Unmasked Estep 
Score: -20176226.000000 Penalty: 5958.383301
	Iteration 131Q: 3 clusters Score -2.017623e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -20176188.000000 Penalty: 5958.383301
	Iteration 132Q: 3 clusters Score -2.017619e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 152765 members 
Entering Unmasked Estep 
Score: -20176180.000000 Penalty: 5958.383301
	Iteration 133Q: 3 clusters Score -2.017618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 152821 members 
Entering Unmasked Estep 
Score: -20176160.000000 Penalty: 5958.383301
	Iteration 134Q: 3 clusters Score -2.017616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -20176180.000000 Penalty: 5958.383301
	Iteration 135Q: 3 clusters Score -2.017618e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -20176168.000000 Penalty: 5958.383301
	Iteration 136Q: 3 clusters Score -2.017617e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -20176176.000000 Penalty: 5958.383301
	Iteration 137Q: 3 clusters Score -2.017618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -20176170.000000 Penalty: 5958.383301
	Iteration 138Q: 3 clusters Score -2.017617e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -20176192.000000 Penalty: 5958.383301
	Iteration 139Q: 3 clusters Score -2.017619e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -20176172.000000 Penalty: 5958.383301
	Iteration 140F: 3 clusters Score -2.017617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 153176 members 
Entering Unmasked Estep 
Score: -20176166.000000 Penalty: 5958.383301
	Iteration 141Q: 3 clusters Score -2.017617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -20176180.000000 Penalty: 5958.383301
	Iteration 142Q: 3 clusters Score -2.017618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 153263 members 
Entering Unmasked Estep 
Score: -20176160.000000 Penalty: 5958.383301
	Iteration 143Q: 3 clusters Score -2.017616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 153314 members 
Entering Unmasked Estep 
Score: -20176172.000000 Penalty: 5958.383301
	Iteration 144Q: 3 clusters Score -2.017617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 153368 members 
Entering Unmasked Estep 
Score: -20176152.000000 Penalty: 5958.383301
	Iteration 145Q: 3 clusters Score -2.017615e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -20176122.000000 Penalty: 5958.383301
	Iteration 146Q: 3 clusters Score -2.017612e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 153486 members 
Entering Unmasked Estep 
Score: -20176134.000000 Penalty: 5958.383301
	Iteration 147Q: 3 clusters Score -2.017613e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -20176128.000000 Penalty: 5958.383301
	Iteration 148Q: 3 clusters Score -2.017613e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 153607 members 
Entering Unmasked Estep 
Score: -20176134.000000 Penalty: 5958.383301
	Iteration 149Q: 3 clusters Score -2.017613e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -20176086.000000 Penalty: 5958.383301
	Iteration 150Q: 3 clusters Score -2.017609e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -20176052.000000 Penalty: 5958.383301
	Iteration 151Q: 3 clusters Score -2.017605e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 153823 members 
Entering Unmasked Estep 
Score: -20176028.000000 Penalty: 5958.383301
	Iteration 152Q: 3 clusters Score -2.017603e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -20176038.000000 Penalty: 5958.383301
	Iteration 153Q: 3 clusters Score -2.017604e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 154020 members 
Entering Unmasked Estep 
Score: -20176040.000000 Penalty: 5958.383301
	Iteration 154Q: 3 clusters Score -2.017604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -20176048.000000 Penalty: 5958.383301
	Iteration 155Q: 3 clusters Score -2.017605e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 154147 members 
Entering Unmasked Estep 
Score: -20176062.000000 Penalty: 5958.383301
	Iteration 156Q: 3 clusters Score -2.017606e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -20176082.000000 Penalty: 5958.383301
	Iteration 157Q: 3 clusters Score -2.017608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 154267 members 
Entering Unmasked Estep 
Score: -20176084.000000 Penalty: 5958.383301
	Iteration 158Q: 3 clusters Score -2.017608e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 154323 members 
Entering Unmasked Estep 
Score: -20176106.000000 Penalty: 5958.383301
	Iteration 159Q: 3 clusters Score -2.017611e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -20176084.000000 Penalty: 5958.383301
	Iteration 160F: 3 clusters Score -2.017608e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 154432 members 
Entering Unmasked Estep 
Score: -20176090.000000 Penalty: 5958.383301
	Iteration 161Q: 3 clusters Score -2.017609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 154480 members 
Entering Unmasked Estep 
Score: -20176104.000000 Penalty: 5958.383301
	Iteration 162Q: 3 clusters Score -2.01761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -20176094.000000 Penalty: 5958.383301
	Iteration 163Q: 3 clusters Score -2.017609e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 154574 members 
Entering Unmasked Estep 
Score: -20176086.000000 Penalty: 5958.383301
	Iteration 164Q: 3 clusters Score -2.017609e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 154619 members 
Entering Unmasked Estep 
Score: -20176080.000000 Penalty: 5958.383301
	Iteration 165Q: 3 clusters Score -2.017608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -20176092.000000 Penalty: 5958.383301
	Iteration 166Q: 3 clusters Score -2.017609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -20176098.000000 Penalty: 5958.383301
	Iteration 167Q: 3 clusters Score -2.01761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -20176088.000000 Penalty: 5958.383301
	Iteration 168Q: 3 clusters Score -2.017609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -20176118.000000 Penalty: 5958.383301
	Iteration 169Q: 3 clusters Score -2.017612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 154798 members 
Entering Unmasked Estep 
Score: -20176118.000000 Penalty: 5958.383301
	Iteration 170Q: 3 clusters Score -2.017612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -20176142.000000 Penalty: 5958.383301
	Iteration 171Q: 3 clusters Score -2.017614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -20176126.000000 Penalty: 5958.383301
	Iteration 172Q: 3 clusters Score -2.017613e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -20176120.000000 Penalty: 5958.383301
	Iteration 173Q: 3 clusters Score -2.017612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 154907 members 
Entering Unmasked Estep 
Score: -20176092.000000 Penalty: 5958.383301
	Iteration 174Q: 3 clusters Score -2.017609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -20176074.000000 Penalty: 5958.383301
	Iteration 175Q: 3 clusters Score -2.017607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -20176078.000000 Penalty: 5958.383301
	Iteration 176Q: 3 clusters Score -2.017608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -20176102.000000 Penalty: 5958.383301
	Iteration 177Q: 3 clusters Score -2.01761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -20176080.000000 Penalty: 5958.383301
	Iteration 178Q: 3 clusters Score -2.017608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -20176088.000000 Penalty: 5958.383301
	Iteration 179Q: 3 clusters Score -2.017609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -20176094.000000 Penalty: 5958.383301
	Iteration 180F: 3 clusters Score -2.017609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -20176086.000000 Penalty: 5958.383301
	Iteration 181Q: 3 clusters Score -2.017609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -20176082.000000 Penalty: 5958.383301
	Iteration 182Q: 3 clusters Score -2.017608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -20176082.000000 Penalty: 5958.383301
	Iteration 183Q: 3 clusters Score -2.017608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -20176088.000000 Penalty: 5958.383301
	Iteration 184Q: 3 clusters Score -2.017609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
Score: -20176096.000000 Penalty: 5958.383301
	Iteration 185Q: 3 clusters Score -2.01761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -20176092.000000 Penalty: 5958.383301
	Iteration 186Q: 3 clusters Score -2.017609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 155058 members 
Entering Unmasked Estep 
Score: -20176102.000000 Penalty: 5958.383301
	Iteration 187Q: 3 clusters Score -2.01761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -20176106.000000 Penalty: 5958.383301
	Iteration 188Q: 3 clusters Score -2.017611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 155080 members 
Entering Unmasked Estep 
Score: -20176108.000000 Penalty: 5958.383301
	Iteration 189Q: 3 clusters Score -2.017611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -20176116.000000 Penalty: 5958.383301
	Iteration 190Q: 3 clusters Score -2.017612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 155103 members 
Entering Unmasked Estep 
Score: -20176096.000000 Penalty: 5958.383301
	Iteration 191Q: 3 clusters Score -2.01761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 155117 members 
Entering Unmasked Estep 
Score: -20176098.000000 Penalty: 5958.383301
	Iteration 192Q: 3 clusters Score -2.01761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -20176118.000000 Penalty: 5958.383301
	Iteration 193Q: 3 clusters Score -2.017612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -20176126.000000 Penalty: 5958.383301
	Iteration 194Q: 3 clusters Score -2.017613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -20176128.000000 Penalty: 5958.383301
	Iteration 195Q: 3 clusters Score -2.017613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 155154 members 
Entering Unmasked Estep 
Score: -20176130.000000 Penalty: 5958.383301
	Iteration 196Q: 3 clusters Score -2.017613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -20176124.000000 Penalty: 5958.383301
	Iteration 197Q: 3 clusters Score -2.017612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -20176122.000000 Penalty: 5958.383301
	Iteration 198Q: 3 clusters Score -2.017612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -20176132.000000 Penalty: 5958.383301
	Iteration 199Q: 3 clusters Score -2.017613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -20176128.000000 Penalty: 5958.383301
	Iteration 200F: 3 clusters Score -2.017613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -20176112.000000 Penalty: 5958.383301
	Iteration 201Q: 3 clusters Score -2.017611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 155190 members 
Entering Unmasked Estep 
Score: -20176124.000000 Penalty: 5958.383301
	Iteration 202Q: 3 clusters Score -2.017612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 155193 members 
Entering Unmasked Estep 
Score: -20176130.000000 Penalty: 5958.383301
	Iteration 203Q: 3 clusters Score -2.017613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -20176124.000000 Penalty: 5958.383301
	Iteration 204Q: 3 clusters Score -2.017612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -20176106.000000 Penalty: 5958.383301
	Iteration 205Q: 3 clusters Score -2.017611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -20176110.000000 Penalty: 5958.383301
	Iteration 206Q: 3 clusters Score -2.017611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -20176110.000000 Penalty: 5958.383301
	Iteration 207Q: 3 clusters Score -2.017611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -20176110.000000 Penalty: 5958.383301
	Iteration 208Q: 3 clusters Score -2.017611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 155204 members 
Entering Unmasked Estep 
Score: -20176108.000000 Penalty: 5958.383301
	Iteration 209Q: 3 clusters Score -2.017611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -20176092.000000 Penalty: 5958.383301
	Iteration 210Q: 3 clusters Score -2.017609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 155212 members 
Entering Unmasked Estep 
Score: -20176092.000000 Penalty: 5958.383301
	Iteration 211Q: 3 clusters Score -2.017609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -20176096.000000 Penalty: 5958.383301
	Iteration 212Q: 3 clusters Score -2.01761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 155221 members 
Entering Unmasked Estep 
Score: -20176088.000000 Penalty: 5958.383301
	Iteration 213Q: 3 clusters Score -2.017609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -20176098.000000 Penalty: 5958.383301
	Iteration 214Q: 3 clusters Score -2.01761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -20176098.000000 Penalty: 5958.383301
	Iteration 215F: 3 clusters Score -2.01761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -85797.078125 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -85797.08 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 387 members 
Entering Unmasked Estep 
Score: -83987.007812 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -83987.01 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84242.031250 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -84242.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84378.867188 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -84378.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84434.898438 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -84434.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84473.523438 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -84473.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84495.085938 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -84495.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84533.367188 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -84533.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84557.695312 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -84557.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84599.039062 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -84599.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84670.562500 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -84670.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84744.796875 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -84744.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84838.953125 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -84838.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85025.570312 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -85025.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85139.453125 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -85139.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85204.101562 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -85204.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85265.507812 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -85265.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85307.718750 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -85307.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85338.929688 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -85338.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -85369.132812 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -85369.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85392.539062 Penalty: 3294.026367
	Iteration 19Q: 3 clusters Score -85392.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85413.546875 Penalty: 3294.026367
	Iteration 20F: 3 clusters Score -85413.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85434.125000 Penalty: 3294.026367
	Iteration 21Q: 3 clusters Score -85434.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85465.359375 Penalty: 3294.026367
	Iteration 22Q: 3 clusters Score -85465.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85480.890625 Penalty: 3294.026367
	Iteration 23Q: 3 clusters Score -85480.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85504.585938 Penalty: 3294.026367
	Iteration 24Q: 3 clusters Score -85504.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -85517.312500 Penalty: 3294.026367
	Iteration 25Q: 3 clusters Score -85517.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85565.734375 Penalty: 3294.026367
	Iteration 26Q: 3 clusters Score -85565.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85626.406250 Penalty: 3294.026367
	Iteration 27Q: 3 clusters Score -85626.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85750.695312 Penalty: 3294.026367
	Iteration 28Q: 3 clusters Score -85750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -85753.820312 Penalty: 3294.026367
	Iteration 29Q: 3 clusters Score -85753.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85756.695312 Penalty: 3294.026367
	Iteration 30Q: 3 clusters Score -85756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85759.703125 Penalty: 3294.026367
	Iteration 31Q: 3 clusters Score -85759.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85759.703125 Penalty: 3294.026367
	Iteration 32F: 3 clusters Score -85759.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Entering Unmasked Estep 
Score: -9287646.000000 Penalty: 2793.809570
	Iteration 0F: 2 clusters Score -9287646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -9235377.000000 Penalty: 5587.619141
	Iteration 0F: 3 clusters Score -9235377 nChanged 36544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -9255801.000000 Penalty: 5587.619141
	Iteration 1F: 3 clusters Score -9255801 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -9256392.000000 Penalty: 5587.619141
	Iteration 2Q: 3 clusters Score -9256392 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9256927.000000 Penalty: 5587.619141
	Iteration 3Q: 3 clusters Score -9256927 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -9257655.000000 Penalty: 5587.619141
	Iteration 4Q: 3 clusters Score -9257655 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -9258648.000000 Penalty: 5587.619141
	Iteration 5Q: 3 clusters Score -9258648 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -9260335.000000 Penalty: 5587.619141
	Iteration 6Q: 3 clusters Score -9260335 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -9263476.000000 Penalty: 5587.619141
	Iteration 7F: 3 clusters Score -9263476 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -9268403.000000 Penalty: 5587.619141
	Iteration 8F: 3 clusters Score -9268403 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -9274889.000000 Penalty: 5587.619141
	Iteration 9F: 3 clusters Score -9274889 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -9280468.000000 Penalty: 5587.619141
	Iteration 10F: 3 clusters Score -9280468 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9283604.000000 Penalty: 5587.619141
	Iteration 11Q: 3 clusters Score -9283604 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9284646.000000 Penalty: 5587.619141
	Iteration 12Q: 3 clusters Score -9284646 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9285032.000000 Penalty: 5587.619141
	Iteration 13Q: 3 clusters Score -9285032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9285172.000000 Penalty: 5587.619141
	Iteration 14Q: 3 clusters Score -9285172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9285239.000000 Penalty: 5587.619141
	Iteration 15Q: 3 clusters Score -9285239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9285267.000000 Penalty: 5587.619141
	Iteration 16Q: 3 clusters Score -9285267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9285284.000000 Penalty: 5587.619141
	Iteration 17Q: 3 clusters Score -9285284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9285292.000000 Penalty: 5587.619141
	Iteration 18Q: 3 clusters Score -9285292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9285309.000000 Penalty: 5587.619141
	Iteration 19Q: 3 clusters Score -9285309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9285307.000000 Penalty: 5587.619141
	Iteration 20F: 3 clusters Score -9285307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9285305.000000 Penalty: 5587.619141
	Iteration 21Q: 3 clusters Score -9285305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9285302.000000 Penalty: 5587.619141
	Iteration 22Q: 3 clusters Score -9285302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9285302.000000 Penalty: 5587.619141
	Iteration 23F: 3 clusters Score -9285302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Entering Unmasked Estep 
Score: -1719956.000000 Penalty: 2371.633301
	Iteration 0F: 2 clusters Score -1719956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1709671.250000 Penalty: 4743.266602
	Iteration 0F: 3 clusters Score -1709671 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1712806.250000 Penalty: 4743.266602
	Iteration 1F: 3 clusters Score -1712806 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1713134.500000 Penalty: 4743.266602
	Iteration 2F: 3 clusters Score -1713134 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1713377.000000 Penalty: 4743.266602
	Iteration 3Q: 3 clusters Score -1713377 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1713609.375000 Penalty: 4743.266602
	Iteration 4Q: 3 clusters Score -1713609 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1713842.750000 Penalty: 4743.266602
	Iteration 5Q: 3 clusters Score -1713843 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1714082.125000 Penalty: 4743.266602
	Iteration 6Q: 3 clusters Score -1714082 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1714378.750000 Penalty: 4743.266602
	Iteration 7Q: 3 clusters Score -1714379 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1714743.750000 Penalty: 4743.266602
	Iteration 8Q: 3 clusters Score -1714744 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1715169.250000 Penalty: 4743.266602
	Iteration 9Q: 3 clusters Score -1715169 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1715638.000000 Penalty: 4743.266602
	Iteration 10Q: 3 clusters Score -1715638 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1716082.000000 Penalty: 4743.266602
	Iteration 11Q: 3 clusters Score -1716082 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1716520.125000 Penalty: 4743.266602
	Iteration 12Q: 3 clusters Score -1716520 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1716876.125000 Penalty: 4743.266602
	Iteration 13Q: 3 clusters Score -1716876 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1717160.375000 Penalty: 4743.266602
	Iteration 14Q: 3 clusters Score -1717160 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1717362.875000 Penalty: 4743.266602
	Iteration 15Q: 3 clusters Score -1717363 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1717531.750000 Penalty: 4743.266602
	Iteration 16Q: 3 clusters Score -1717532 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1717698.500000 Penalty: 4743.266602
	Iteration 17Q: 3 clusters Score -1717698 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1717838.625000 Penalty: 4743.266602
	Iteration 18Q: 3 clusters Score -1717839 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1717953.500000 Penalty: 4743.266602
	Iteration 19Q: 3 clusters Score -1717954 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1718082.250000 Penalty: 4743.266602
	Iteration 20F: 3 clusters Score -1718082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1718191.250000 Penalty: 4743.266602
	Iteration 21Q: 3 clusters Score -1718191 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1718257.250000 Penalty: 4743.266602
	Iteration 22Q: 3 clusters Score -1718257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1718291.625000 Penalty: 4743.266602
	Iteration 23Q: 3 clusters Score -1718292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1718314.750000 Penalty: 4743.266602
	Iteration 24Q: 3 clusters Score -1718315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1718345.125000 Penalty: 4743.266602
	Iteration 25Q: 3 clusters Score -1718345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1718363.250000 Penalty: 4743.266602
	Iteration 26Q: 3 clusters Score -1718363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1718381.000000 Penalty: 4743.266602
	Iteration 27Q: 3 clusters Score -1718381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1718400.000000 Penalty: 4743.266602
	Iteration 28Q: 3 clusters Score -1718400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1718414.625000 Penalty: 4743.266602
	Iteration 29Q: 3 clusters Score -1718415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1718426.000000 Penalty: 4743.266602
	Iteration 30Q: 3 clusters Score -1718426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1718436.000000 Penalty: 4743.266602
	Iteration 31Q: 3 clusters Score -1718436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1718445.750000 Penalty: 4743.266602
	Iteration 32Q: 3 clusters Score -1718446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1718446.125000 Penalty: 4743.266602
	Iteration 33Q: 3 clusters Score -1718446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1718453.250000 Penalty: 4743.266602
	Iteration 34Q: 3 clusters Score -1718453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1718458.625000 Penalty: 4743.266602
	Iteration 35Q: 3 clusters Score -1718459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1718463.625000 Penalty: 4743.266602
	Iteration 36Q: 3 clusters Score -1718464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1718471.000000 Penalty: 4743.266602
	Iteration 37Q: 3 clusters Score -1718471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1718478.250000 Penalty: 4743.266602
	Iteration 38Q: 3 clusters Score -1718478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1718485.125000 Penalty: 4743.266602
	Iteration 39Q: 3 clusters Score -1718485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1718498.125000 Penalty: 4743.266602
	Iteration 40F: 3 clusters Score -1718498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1718496.875000 Penalty: 4743.266602
	Iteration 41Q: 3 clusters Score -1718497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1718506.750000 Penalty: 4743.266602
	Iteration 42Q: 3 clusters Score -1718507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1718513.875000 Penalty: 4743.266602
	Iteration 43Q: 3 clusters Score -1718514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1718520.125000 Penalty: 4743.266602
	Iteration 44Q: 3 clusters Score -1718520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1718524.875000 Penalty: 4743.266602
	Iteration 45Q: 3 clusters Score -1718525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1718535.250000 Penalty: 4743.266602
	Iteration 46Q: 3 clusters Score -1718535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1718540.750000 Penalty: 4743.266602
	Iteration 47Q: 3 clusters Score -1718541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1718548.125000 Penalty: 4743.266602
	Iteration 48Q: 3 clusters Score -1718548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1718553.125000 Penalty: 4743.266602
	Iteration 49Q: 3 clusters Score -1718553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1718558.625000 Penalty: 4743.266602
	Iteration 50Q: 3 clusters Score -1718559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1718562.375000 Penalty: 4743.266602
	Iteration 51Q: 3 clusters Score -1718562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1718567.375000 Penalty: 4743.266602
	Iteration 52Q: 3 clusters Score -1718567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1718572.625000 Penalty: 4743.266602
	Iteration 53Q: 3 clusters Score -1718573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1718572.750000 Penalty: 4743.266602
	Iteration 54Q: 3 clusters Score -1718573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1718578.625000 Penalty: 4743.266602
	Iteration 55Q: 3 clusters Score -1718579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1718579.125000 Penalty: 4743.266602
	Iteration 56Q: 3 clusters Score -1718579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1718579.250000 Penalty: 4743.266602
	Iteration 57Q: 3 clusters Score -1718579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1718581.125000 Penalty: 4743.266602
	Iteration 58Q: 3 clusters Score -1718581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1718582.875000 Penalty: 4743.266602
	Iteration 59Q: 3 clusters Score -1718583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1718582.875000 Penalty: 4743.266602
	Iteration 60F: 3 clusters Score -1718583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Entering Unmasked Estep 
Score: -133088.750000 Penalty: 1770.438965
	Iteration 0F: 2 clusters Score -133088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -130994.640625 Penalty: 3540.877930
	Iteration 0F: 3 clusters Score -130994.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -131422.250000 Penalty: 3540.877930
	Iteration 1F: 3 clusters Score -131422.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -131582.890625 Penalty: 3540.877930
	Iteration 2F: 3 clusters Score -131582.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131700.062500 Penalty: 3540.877930
	Iteration 3F: 3 clusters Score -131700.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131841.875000 Penalty: 3540.877930
	Iteration 4Q: 3 clusters Score -131841.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -132013.812500 Penalty: 3540.877930
	Iteration 5Q: 3 clusters Score -132013.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -132208.234375 Penalty: 3540.877930
	Iteration 6F: 3 clusters Score -132208.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -132435.921875 Penalty: 3540.877930
	Iteration 7F: 3 clusters Score -132435.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132589.437500 Penalty: 3540.877930
	Iteration 8F: 3 clusters Score -132589.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -132669.390625 Penalty: 3540.877930
	Iteration 9Q: 3 clusters Score -132669.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132712.312500 Penalty: 3540.877930
	Iteration 10Q: 3 clusters Score -132712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132724.187500 Penalty: 3540.877930
	Iteration 11Q: 3 clusters Score -132724.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -132735.078125 Penalty: 3540.877930
	Iteration 12Q: 3 clusters Score -132735.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -132744.078125 Penalty: 3540.877930
	Iteration 13Q: 3 clusters Score -132744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132752.515625 Penalty: 3540.877930
	Iteration 14Q: 3 clusters Score -132752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132757.328125 Penalty: 3540.877930
	Iteration 15Q: 3 clusters Score -132757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -132759.843750 Penalty: 3540.877930
	Iteration 16Q: 3 clusters Score -132759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132761.062500 Penalty: 3540.877930
	Iteration 17Q: 3 clusters Score -132761.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -132764.187500 Penalty: 3540.877930
	Iteration 18Q: 3 clusters Score -132764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132773.859375 Penalty: 3540.877930
	Iteration 19Q: 3 clusters Score -132773.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -132777.312500 Penalty: 3540.877930
	Iteration 20F: 3 clusters Score -132777.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132782.171875 Penalty: 3540.877930
	Iteration 21Q: 3 clusters Score -132782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -132783.671875 Penalty: 3540.877930
	Iteration 22Q: 3 clusters Score -132783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -132784.984375 Penalty: 3540.877930
	Iteration 23Q: 3 clusters Score -132785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -132785.531250 Penalty: 3540.877930
	Iteration 24Q: 3 clusters Score -132785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -132787.562500 Penalty: 3540.877930
	Iteration 25Q: 3 clusters Score -132787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132789.078125 Penalty: 3540.877930
	Iteration 26Q: 3 clusters Score -132789.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -132789.078125 Penalty: 3540.877930
	Iteration 27F: 3 clusters Score -132789.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -332144.687500 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -332144.7 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 1340 members 
Entering Unmasked Estep 
Score: -329038.031250 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -329038 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -329618.062500 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -329618.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -329754.500000 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -329754.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -329831.750000 Penalty: 3917.980225
	Iteration 3Q: 3 clusters Score -329831.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -329879.218750 Penalty: 3917.980225
	Iteration 4Q: 3 clusters Score -329879.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -329915.812500 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -329915.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -329944.281250 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -329944.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -329972.937500 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -329972.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -329992.906250 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -329992.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330007.718750 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -330007.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -330020.375000 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -330020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330027.062500 Penalty: 3917.980225
	Iteration 11Q: 3 clusters Score -330027.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330035.718750 Penalty: 3917.980225
	Iteration 12Q: 3 clusters Score -330035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330041.531250 Penalty: 3917.980225
	Iteration 13Q: 3 clusters Score -330041.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330045.875000 Penalty: 3917.980225
	Iteration 14Q: 3 clusters Score -330045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330047.343750 Penalty: 3917.980225
	Iteration 15Q: 3 clusters Score -330047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330049.156250 Penalty: 3917.980225
	Iteration 16Q: 3 clusters Score -330049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330050.062500 Penalty: 3917.980225
	Iteration 17Q: 3 clusters Score -330050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330050.062500 Penalty: 3917.980225
	Iteration 18F: 3 clusters Score -330050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -72955.554688 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -72955.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71287.375000 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -71287.38 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71513.367188 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -71513.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71566.664062 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -71566.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71585.695312 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -71585.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71593.585938 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -71593.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71599.125000 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -71599.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71609.984375 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -71609.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71618.851562 Penalty: 3215.621338
	Iteration 7Q: 3 clusters Score -71618.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71629.960938 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -71629.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71637.351562 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -71637.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71638.234375 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -71638.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71638.234375 Penalty: 3215.621338
	Iteration 11F: 3 clusters Score -71638.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127516.265625 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127516.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125458.914062 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125458.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125753.085938 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125753.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125823.492188 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125823.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125858.960938 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125873.125000 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125885.054688 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125894.835938 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125894.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125906.054688 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125909.757812 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125912.921875 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125912.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125918.500000 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -125918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125923.679688 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -125923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125927.734375 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -125927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125931.851562 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -125931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125938.203125 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -125938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125943.664062 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -125943.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125958.351562 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -125958.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125978.210938 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -125978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126003.375000 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -126003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126029.398438 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -126029.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -126070.109375 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -126070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126121.835938 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -126121.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126189.562500 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -126189.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -126258.976562 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -126259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126305.820312 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -126305.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -126350.476562 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -126350.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -126404.812500 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -126404.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -126451.320312 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -126451.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -126494.273438 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -126494.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -126536.375000 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -126536.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126570.773438 Penalty: 3482.900391
	Iteration 30Q: 3 clusters Score -126570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126591.859375 Penalty: 3482.900391
	Iteration 31Q: 3 clusters Score -126591.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126630.539062 Penalty: 3482.900391
	Iteration 32Q: 3 clusters Score -126630.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -126663.171875 Penalty: 3482.900391
	Iteration 33Q: 3 clusters Score -126663.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126682.164062 Penalty: 3482.900391
	Iteration 34Q: 3 clusters Score -126682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126692.515625 Penalty: 3482.900391
	Iteration 35Q: 3 clusters Score -126692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126701.765625 Penalty: 3482.900391
	Iteration 36Q: 3 clusters Score -126701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126703.156250 Penalty: 3482.900391
	Iteration 37Q: 3 clusters Score -126703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126703.156250 Penalty: 3482.900391
	Iteration 38F: 3 clusters Score -126703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -75211.656250 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -75211.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73558.242188 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -73558.24 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73812.304688 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -73812.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73929.179688 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -73929.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74012.460938 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -74012.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74069.890625 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -74069.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74122.242188 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -74122.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74179.054688 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -74179.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74228.609375 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -74228.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74271.898438 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -74271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74316.382812 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -74316.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74328.195312 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -74328.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74337.484375 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -74337.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74343.492188 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -74343.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -74352.414062 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -74352.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74358.859375 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -74358.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74373.046875 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -74373.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74389.664062 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -74389.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74394.289062 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -74394.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74397.828125 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -74397.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74401.351562 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -74401.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74405.070312 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -74405.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74411.234375 Penalty: 3245.066162
	Iteration 21Q: 3 clusters Score -74411.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74411.875000 Penalty: 3245.066162
	Iteration 22Q: 3 clusters Score -74411.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -74412.929688 Penalty: 3245.066162
	Iteration 23Q: 3 clusters Score -74412.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74413.867188 Penalty: 3245.066162
	Iteration 24Q: 3 clusters Score -74413.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74414.867188 Penalty: 3245.066162
	Iteration 25Q: 3 clusters Score -74414.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74416.773438 Penalty: 3245.066162
	Iteration 26Q: 3 clusters Score -74416.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74417.585938 Penalty: 3245.066162
	Iteration 27Q: 3 clusters Score -74417.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74418.921875 Penalty: 3245.066162
	Iteration 28Q: 3 clusters Score -74418.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74422.171875 Penalty: 3245.066162
	Iteration 29Q: 3 clusters Score -74422.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74431.937500 Penalty: 3245.066162
	Iteration 30Q: 3 clusters Score -74431.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74438.890625 Penalty: 3245.066162
	Iteration 31Q: 3 clusters Score -74438.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74443.679688 Penalty: 3245.066162
	Iteration 32Q: 3 clusters Score -74443.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74456.585938 Penalty: 3245.066162
	Iteration 33Q: 3 clusters Score -74456.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74464.648438 Penalty: 3245.066162
	Iteration 34Q: 3 clusters Score -74464.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74467.906250 Penalty: 3245.066162
	Iteration 35Q: 3 clusters Score -74467.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74471.906250 Penalty: 3245.066162
	Iteration 36Q: 3 clusters Score -74471.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74473.414062 Penalty: 3245.066162
	Iteration 37Q: 3 clusters Score -74473.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74475.179688 Penalty: 3245.066162
	Iteration 38Q: 3 clusters Score -74475.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74476.101562 Penalty: 3245.066162
	Iteration 39Q: 3 clusters Score -74476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74476.703125 Penalty: 3245.066162
	Iteration 40F: 3 clusters Score -74476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74479.359375 Penalty: 3245.066162
	Iteration 41Q: 3 clusters Score -74479.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74483.101562 Penalty: 3245.066162
	Iteration 42Q: 3 clusters Score -74483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -74490.039062 Penalty: 3245.066162
	Iteration 43Q: 3 clusters Score -74490.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74490.710938 Penalty: 3245.066162
	Iteration 44Q: 3 clusters Score -74490.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74490.710938 Penalty: 3245.066162
	Iteration 45F: 3 clusters Score -74490.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Entering Unmasked Estep 
Score: -2668147.750000 Penalty: 2489.775146
	Iteration 0F: 2 clusters Score -2668148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2652218.750000 Penalty: 4979.550293
	Iteration 0F: 3 clusters Score -2652219 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2657659.000000 Penalty: 4979.550293
	Iteration 1F: 3 clusters Score -2657659 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2658121.250000 Penalty: 4979.550293
	Iteration 2F: 3 clusters Score -2658121 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2658534.750000 Penalty: 4979.550293
	Iteration 3Q: 3 clusters Score -2658535 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2658941.250000 Penalty: 4979.550293
	Iteration 4Q: 3 clusters Score -2658941 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2659468.000000 Penalty: 4979.550293
	Iteration 5Q: 3 clusters Score -2659468 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2660254.500000 Penalty: 4979.550293
	Iteration 6F: 3 clusters Score -2660254 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2661564.750000 Penalty: 4979.550293
	Iteration 7F: 3 clusters Score -2661565 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2663186.250000 Penalty: 4979.550293
	Iteration 8F: 3 clusters Score -2663186 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2664559.500000 Penalty: 4979.550293
	Iteration 9F: 3 clusters Score -2664560 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2665448.000000 Penalty: 4979.550293
	Iteration 10Q: 3 clusters Score -2665448 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2665973.500000 Penalty: 4979.550293
	Iteration 11Q: 3 clusters Score -2665974 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2666294.000000 Penalty: 4979.550293
	Iteration 12Q: 3 clusters Score -2666294 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2666501.000000 Penalty: 4979.550293
	Iteration 13Q: 3 clusters Score -2666501 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2666621.750000 Penalty: 4979.550293
	Iteration 14Q: 3 clusters Score -2666622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2666688.500000 Penalty: 4979.550293
	Iteration 15Q: 3 clusters Score -2666688 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2666741.750000 Penalty: 4979.550293
	Iteration 16Q: 3 clusters Score -2666742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2666797.750000 Penalty: 4979.550293
	Iteration 17Q: 3 clusters Score -2666798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2666828.750000 Penalty: 4979.550293
	Iteration 18Q: 3 clusters Score -2666829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2666849.250000 Penalty: 4979.550293
	Iteration 19Q: 3 clusters Score -2666849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2666885.500000 Penalty: 4979.550293
	Iteration 20F: 3 clusters Score -2666886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2666892.250000 Penalty: 4979.550293
	Iteration 21Q: 3 clusters Score -2666892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2666901.000000 Penalty: 4979.550293
	Iteration 22Q: 3 clusters Score -2666901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2666898.750000 Penalty: 4979.550293
	Iteration 23Q: 3 clusters Score -2666899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2666902.250000 Penalty: 4979.550293
	Iteration 24Q: 3 clusters Score -2666902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2666902.250000 Penalty: 4979.550293
	Iteration 25Q: 3 clusters Score -2666902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2666904.000000 Penalty: 4979.550293
	Iteration 26Q: 3 clusters Score -2666904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2666905.250000 Penalty: 4979.550293
	Iteration 27Q: 3 clusters Score -2666905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2666902.250000 Penalty: 4979.550293
	Iteration 28Q: 3 clusters Score -2666902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2666905.750000 Penalty: 4979.550293
	Iteration 29Q: 3 clusters Score -2666906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2666905.750000 Penalty: 4979.550293
	Iteration 30Q: 3 clusters Score -2666906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2666905.750000 Penalty: 4979.550293
	Iteration 31F: 3 clusters Score -2666906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136275 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 100653 members 
Mstep: Class 7 contains 155242 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113440 members 
Mstep: Class 10 contains 165706 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 162680 members 
Mstep: Class 13 contains 179195 members 
Mstep: Class 14 contains 195175 members 
Mstep: Class 15 contains 92294 members 
Mstep: Class 16 contains 164863 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78070 members 
Mstep: Class 19 contains 14229 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715648.000000 Penalty: 88616.031250
Iteration 359Q: 26 clusters Score -1.947156e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136366 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 4461 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 100630 members 
Mstep: Class 7 contains 155243 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113436 members 
Mstep: Class 10 contains 165695 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 162681 members 
Mstep: Class 13 contains 179188 members 
Mstep: Class 14 contains 195153 members 
Mstep: Class 15 contains 92264 members 
Mstep: Class 16 contains 164824 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78073 members 
Mstep: Class 19 contains 14234 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1122 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715808.000000 Penalty: 88616.031250
Iteration 360F: 26 clusters Score -1.947158e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100615 members 
Mstep: Class 7 contains 155264 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113424 members 
Mstep: Class 10 contains 165673 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 162690 members 
Mstep: Class 13 contains 179200 members 
Mstep: Class 14 contains 195119 members 
Mstep: Class 15 contains 92231 members 
Mstep: Class 16 contains 164785 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78080 members 
Mstep: Class 19 contains 14238 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1123 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715728.000000 Penalty: 88616.031250
Iteration 361Q: 26 clusters Score -1.947157e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100600 members 
Mstep: Class 7 contains 155258 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113428 members 
Mstep: Class 10 contains 165659 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 162684 members 
Mstep: Class 13 contains 179200 members 
Mstep: Class 14 contains 195087 members 
Mstep: Class 15 contains 92207 members 
Mstep: Class 16 contains 164769 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78075 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1126 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715568.000000 Penalty: 88616.031250
Iteration 362Q: 26 clusters Score -1.947156e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136621 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100580 members 
Mstep: Class 7 contains 155249 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113433 members 
Mstep: Class 10 contains 165628 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 162698 members 
Mstep: Class 13 contains 179199 members 
Mstep: Class 14 contains 195064 members 
Mstep: Class 15 contains 92191 members 
Mstep: Class 16 contains 164749 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78079 members 
Mstep: Class 19 contains 14250 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2695 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1129 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715328.000000 Penalty: 88616.031250
Iteration 363Q: 26 clusters Score -1.947153e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136699 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1331 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100564 members 
Mstep: Class 7 contains 155227 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113448 members 
Mstep: Class 10 contains 165598 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 162704 members 
Mstep: Class 13 contains 179197 members 
Mstep: Class 14 contains 195052 members 
Mstep: Class 15 contains 92176 members 
Mstep: Class 16 contains 164715 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78084 members 
Mstep: Class 19 contains 14257 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1129 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 22982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715456.000000 Penalty: 88616.031250
Iteration 364Q: 26 clusters Score -1.947155e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100549 members 
Mstep: Class 7 contains 155201 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113459 members 
Mstep: Class 10 contains 165565 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 162708 members 
Mstep: Class 13 contains 179194 members 
Mstep: Class 14 contains 195051 members 
Mstep: Class 15 contains 92160 members 
Mstep: Class 16 contains 164684 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 14264 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1130 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 23003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715584.000000 Penalty: 88616.031250
Iteration 365Q: 26 clusters Score -1.947156e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136818 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100538 members 
Mstep: Class 7 contains 155181 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113475 members 
Mstep: Class 10 contains 165536 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 162704 members 
Mstep: Class 13 contains 179204 members 
Mstep: Class 14 contains 195041 members 
Mstep: Class 15 contains 92150 members 
Mstep: Class 16 contains 164665 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78088 members 
Mstep: Class 19 contains 14275 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1132 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 23008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715632.000000 Penalty: 88616.031250
Iteration 366Q: 26 clusters Score -1.947156e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136891 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 4463 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100537 members 
Mstep: Class 7 contains 155175 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113485 members 
Mstep: Class 10 contains 165525 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 162696 members 
Mstep: Class 13 contains 179206 members 
Mstep: Class 14 contains 195023 members 
Mstep: Class 15 contains 92132 members 
Mstep: Class 16 contains 164627 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78091 members 
Mstep: Class 19 contains 14277 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2694 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 23010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715888.000000 Penalty: 88616.031250
Iteration 367Q: 26 clusters Score -1.947159e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 136968 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 4464 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100533 members 
Mstep: Class 7 contains 155175 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113484 members 
Mstep: Class 10 contains 165504 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 162694 members 
Mstep: Class 13 contains 179195 members 
Mstep: Class 14 contains 195029 members 
Mstep: Class 15 contains 92113 members 
Mstep: Class 16 contains 164579 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78094 members 
Mstep: Class 19 contains 14281 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2693 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 23024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715824.000000 Penalty: 88616.031250
Iteration 368Q: 26 clusters Score -1.947158e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137036 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100513 members 
Mstep: Class 7 contains 155166 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113482 members 
Mstep: Class 10 contains 165491 members 
Mstep: Class 11 contains 6600 members 
Mstep: Class 12 contains 162689 members 
Mstep: Class 13 contains 179185 members 
Mstep: Class 14 contains 195031 members 
Mstep: Class 15 contains 92099 members 
Mstep: Class 16 contains 164566 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78091 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2692 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 23035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715792.000000 Penalty: 88616.031250
Iteration 369Q: 26 clusters Score -1.947158e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100500 members 
Mstep: Class 7 contains 155159 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113481 members 
Mstep: Class 10 contains 165483 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 162681 members 
Mstep: Class 13 contains 179177 members 
Mstep: Class 14 contains 195035 members 
Mstep: Class 15 contains 92086 members 
Mstep: Class 16 contains 164545 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78086 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1134 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 23031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715840.000000 Penalty: 88616.031250
Iteration 370Q: 26 clusters Score -1.947158e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137164 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100477 members 
Mstep: Class 7 contains 155145 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113487 members 
Mstep: Class 10 contains 165473 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 162668 members 
Mstep: Class 13 contains 179188 members 
Mstep: Class 14 contains 195038 members 
Mstep: Class 15 contains 92082 members 
Mstep: Class 16 contains 164500 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78088 members 
Mstep: Class 19 contains 14293 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1137 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 23040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715888.000000 Penalty: 88616.031250
Iteration 371Q: 26 clusters Score -1.947159e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137239 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100466 members 
Mstep: Class 7 contains 155128 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113487 members 
Mstep: Class 10 contains 165453 members 
Mstep: Class 11 contains 6605 members 
Mstep: Class 12 contains 162691 members 
Mstep: Class 13 contains 179199 members 
Mstep: Class 14 contains 195014 members 
Mstep: Class 15 contains 92072 members 
Mstep: Class 16 contains 164468 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78092 members 
Mstep: Class 19 contains 14312 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 23017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715920.000000 Penalty: 88616.031250
Iteration 372Q: 26 clusters Score -1.947159e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137306 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100457 members 
Mstep: Class 7 contains 155108 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113500 members 
Mstep: Class 10 contains 165442 members 
Mstep: Class 11 contains 6605 members 
Mstep: Class 12 contains 162700 members 
Mstep: Class 13 contains 179206 members 
Mstep: Class 14 contains 194983 members 
Mstep: Class 15 contains 92057 members 
Mstep: Class 16 contains 164440 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78096 members 
Mstep: Class 19 contains 14333 members 
Mstep: Class 20 contains 1260 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1145 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 23010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715744.000000 Penalty: 88616.031250
Iteration 373Q: 26 clusters Score -1.947157e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100450 members 
Mstep: Class 7 contains 155101 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113505 members 
Mstep: Class 10 contains 165429 members 
Mstep: Class 11 contains 6606 members 
Mstep: Class 12 contains 162702 members 
Mstep: Class 13 contains 179222 members 
Mstep: Class 14 contains 194953 members 
Mstep: Class 15 contains 92041 members 
Mstep: Class 16 contains 164402 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78094 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 23009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716176.000000 Penalty: 88616.031250
Iteration 374Q: 26 clusters Score -1.947162e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100442 members 
Mstep: Class 7 contains 155110 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113507 members 
Mstep: Class 10 contains 165416 members 
Mstep: Class 11 contains 6606 members 
Mstep: Class 12 contains 162694 members 
Mstep: Class 13 contains 179237 members 
Mstep: Class 14 contains 194920 members 
Mstep: Class 15 contains 92034 members 
Mstep: Class 16 contains 164370 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78096 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1156 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 22998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716208.000000 Penalty: 88616.031250
Iteration 375Q: 26 clusters Score -1.947162e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100427 members 
Mstep: Class 7 contains 155099 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113512 members 
Mstep: Class 10 contains 165386 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 162686 members 
Mstep: Class 13 contains 179273 members 
Mstep: Class 14 contains 194874 members 
Mstep: Class 15 contains 92034 members 
Mstep: Class 16 contains 164347 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78101 members 
Mstep: Class 19 contains 14384 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1160 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 23011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715920.000000 Penalty: 88616.031250
Iteration 376Q: 26 clusters Score -1.947159e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100402 members 
Mstep: Class 7 contains 155093 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113500 members 
Mstep: Class 10 contains 165380 members 
Mstep: Class 11 contains 6606 members 
Mstep: Class 12 contains 162676 members 
Mstep: Class 13 contains 179303 members 
Mstep: Class 14 contains 194836 members 
Mstep: Class 15 contains 92032 members 
Mstep: Class 16 contains 164318 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78108 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1163 members 
Mstep: Class 24 contains 700 members 
Mstep: Class 25 contains 23039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716144.000000 Penalty: 88616.031250
Iteration 377Q: 26 clusters Score -1.947161e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100388 members 
Mstep: Class 7 contains 155093 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113489 members 
Mstep: Class 10 contains 165383 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 162665 members 
Mstep: Class 13 contains 179335 members 
Mstep: Class 14 contains 194805 members 
Mstep: Class 15 contains 92016 members 
Mstep: Class 16 contains 164288 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78113 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1168 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 23045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716160.000000 Penalty: 88616.031250
Iteration 378Q: 26 clusters Score -1.947162e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137605 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100388 members 
Mstep: Class 7 contains 155078 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113470 members 
Mstep: Class 10 contains 165369 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 162640 members 
Mstep: Class 13 contains 179335 members 
Mstep: Class 14 contains 194771 members 
Mstep: Class 15 contains 92013 members 
Mstep: Class 16 contains 164276 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78124 members 
Mstep: Class 19 contains 14430 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1173 members 
Mstep: Class 24 contains 706 members 
Mstep: Class 25 contains 23057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716064.000000 Penalty: 88616.031250
Iteration 379Q: 26 clusters Score -1.947161e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100374 members 
Mstep: Class 7 contains 155066 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113448 members 
Mstep: Class 10 contains 165357 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 162640 members 
Mstep: Class 13 contains 179348 members 
Mstep: Class 14 contains 194755 members 
Mstep: Class 15 contains 91999 members 
Mstep: Class 16 contains 164257 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78114 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1185 members 
Mstep: Class 24 contains 708 members 
Mstep: Class 25 contains 23070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716032.000000 Penalty: 88616.031250
Iteration 380F: 26 clusters Score -1.94716e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100375 members 
Mstep: Class 7 contains 155049 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113421 members 
Mstep: Class 10 contains 165353 members 
Mstep: Class 11 contains 6609 members 
Mstep: Class 12 contains 162642 members 
Mstep: Class 13 contains 179347 members 
Mstep: Class 14 contains 194750 members 
Mstep: Class 15 contains 91990 members 
Mstep: Class 16 contains 164230 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78110 members 
Mstep: Class 19 contains 14480 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2689 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1197 members 
Mstep: Class 24 contains 712 members 
Mstep: Class 25 contains 23070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715984.000000 Penalty: 88616.031250
Iteration 381Q: 26 clusters Score -1.94716e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137743 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100377 members 
Mstep: Class 7 contains 155048 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113389 members 
Mstep: Class 10 contains 165349 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 162655 members 
Mstep: Class 13 contains 179365 members 
Mstep: Class 14 contains 194735 members 
Mstep: Class 15 contains 91978 members 
Mstep: Class 16 contains 164192 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78110 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2688 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 23042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716016.000000 Penalty: 88616.031250
Iteration 382Q: 26 clusters Score -1.94716e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100381 members 
Mstep: Class 7 contains 155050 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113359 members 
Mstep: Class 10 contains 165339 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 162667 members 
Mstep: Class 13 contains 179364 members 
Mstep: Class 14 contains 194691 members 
Mstep: Class 15 contains 91971 members 
Mstep: Class 16 contains 164154 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78113 members 
Mstep: Class 19 contains 14497 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 23057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716080.000000 Penalty: 88616.031250
Iteration 383Q: 26 clusters Score -1.947161e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137843 members 
Mstep: Class 2 contains 5086 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100379 members 
Mstep: Class 7 contains 155047 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113329 members 
Mstep: Class 10 contains 165346 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 162669 members 
Mstep: Class 13 contains 179377 members 
Mstep: Class 14 contains 194627 members 
Mstep: Class 15 contains 91951 members 
Mstep: Class 16 contains 164132 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78111 members 
Mstep: Class 19 contains 14504 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1256 members 
Mstep: Class 24 contains 739 members 
Mstep: Class 25 contains 23093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715888.000000 Penalty: 88616.031250
Iteration 384Q: 26 clusters Score -1.947159e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137868 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100377 members 
Mstep: Class 7 contains 155039 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 113277 members 
Mstep: Class 10 contains 165354 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 162670 members 
Mstep: Class 13 contains 179402 members 
Mstep: Class 14 contains 194586 members 
Mstep: Class 15 contains 91915 members 
Mstep: Class 16 contains 164114 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78100 members 
Mstep: Class 19 contains 14519 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1274 members 
Mstep: Class 24 contains 751 members 
Mstep: Class 25 contains 23155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716304.000000 Penalty: 88616.031250
Iteration 385Q: 26 clusters Score -1.947163e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137898 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100381 members 
Mstep: Class 7 contains 155026 members 
Mstep: Class 8 contains 928 members 
Mstep: Class 9 contains 113244 members 
Mstep: Class 10 contains 165338 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 162648 members 
Mstep: Class 13 contains 179431 members 
Mstep: Class 14 contains 194520 members 
Mstep: Class 15 contains 91889 members 
Mstep: Class 16 contains 164092 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78093 members 
Mstep: Class 19 contains 14540 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1298 members 
Mstep: Class 24 contains 757 members 
Mstep: Class 25 contains 23226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716400.000000 Penalty: 88616.031250
Iteration 386Q: 26 clusters Score -1.947164e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137925 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100371 members 
Mstep: Class 7 contains 155014 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 9 contains 113215 members 
Mstep: Class 10 contains 165333 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 162631 members 
Mstep: Class 13 contains 179471 members 
Mstep: Class 14 contains 194457 members 
Mstep: Class 15 contains 91859 members 
Mstep: Class 16 contains 164091 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78095 members 
Mstep: Class 19 contains 14562 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 762 members 
Mstep: Class 25 contains 23258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716352.000000 Penalty: 88616.031250
Iteration 387Q: 26 clusters Score -1.947164e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137950 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100358 members 
Mstep: Class 7 contains 155003 members 
Mstep: Class 8 contains 931 members 
Mstep: Class 9 contains 113177 members 
Mstep: Class 10 contains 165335 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 162613 members 
Mstep: Class 13 contains 179516 members 
Mstep: Class 14 contains 194370 members 
Mstep: Class 15 contains 91843 members 
Mstep: Class 16 contains 164102 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78094 members 
Mstep: Class 19 contains 14568 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 765 members 
Mstep: Class 25 contains 23305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716656.000000 Penalty: 88616.031250
Iteration 388Q: 26 clusters Score -1.947167e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137978 members 
Mstep: Class 2 contains 5136 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 100359 members 
Mstep: Class 7 contains 154977 members 
Mstep: Class 8 contains 936 members 
Mstep: Class 9 contains 113133 members 
Mstep: Class 10 contains 165322 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 162602 members 
Mstep: Class 13 contains 179558 members 
Mstep: Class 14 contains 194286 members 
Mstep: Class 15 contains 91823 members 
Mstep: Class 16 contains 164108 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78097 members 
Mstep: Class 19 contains 14585 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 761 members 
Mstep: Class 25 contains 23361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716448.000000 Penalty: 88616.031250
Iteration 389Q: 26 clusters Score -1.947164e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100372 members 
Mstep: Class 7 contains 154953 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 113085 members 
Mstep: Class 10 contains 165324 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 162596 members 
Mstep: Class 13 contains 179593 members 
Mstep: Class 14 contains 194209 members 
Mstep: Class 15 contains 91803 members 
Mstep: Class 16 contains 164116 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78098 members 
Mstep: Class 19 contains 14599 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1407 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716624.000000 Penalty: 88616.031250
Iteration 390Q: 26 clusters Score -1.947166e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 4478 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100365 members 
Mstep: Class 7 contains 154919 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 113046 members 
Mstep: Class 10 contains 165332 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 162581 members 
Mstep: Class 13 contains 179637 members 
Mstep: Class 14 contains 194152 members 
Mstep: Class 15 contains 91779 members 
Mstep: Class 16 contains 164113 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78103 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 747 members 
Mstep: Class 25 contains 23474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716768.000000 Penalty: 88616.031250
Iteration 391Q: 26 clusters Score -1.947168e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 137996 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 1338 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100357 members 
Mstep: Class 7 contains 154887 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 112998 members 
Mstep: Class 10 contains 165321 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 162562 members 
Mstep: Class 13 contains 179684 members 
Mstep: Class 14 contains 194093 members 
Mstep: Class 15 contains 91756 members 
Mstep: Class 16 contains 164122 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78097 members 
Mstep: Class 19 contains 14632 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 744 members 
Mstep: Class 25 contains 23553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717056.000000 Penalty: 88616.031250
Iteration 392Q: 26 clusters Score -1.947171e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 4477 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100345 members 
Mstep: Class 7 contains 154877 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 112963 members 
Mstep: Class 10 contains 165283 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 162532 members 
Mstep: Class 13 contains 179721 members 
Mstep: Class 14 contains 194000 members 
Mstep: Class 15 contains 91741 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78098 members 
Mstep: Class 19 contains 14645 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 731 members 
Mstep: Class 25 contains 23664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716912.000000 Penalty: 88616.031250
Iteration 393Q: 26 clusters Score -1.947169e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138017 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100335 members 
Mstep: Class 7 contains 154850 members 
Mstep: Class 8 contains 996 members 
Mstep: Class 9 contains 112919 members 
Mstep: Class 10 contains 165255 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 162494 members 
Mstep: Class 13 contains 179745 members 
Mstep: Class 14 contains 193941 members 
Mstep: Class 15 contains 91724 members 
Mstep: Class 16 contains 164132 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78086 members 
Mstep: Class 19 contains 14662 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1529 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 23789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716752.000000 Penalty: 88616.031250
Iteration 394Q: 26 clusters Score -1.947168e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138051 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 1334 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100323 members 
Mstep: Class 7 contains 154802 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 112874 members 
Mstep: Class 10 contains 165249 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 162456 members 
Mstep: Class 13 contains 179794 members 
Mstep: Class 14 contains 193867 members 
Mstep: Class 15 contains 91679 members 
Mstep: Class 16 contains 164135 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78079 members 
Mstep: Class 19 contains 14682 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1559 members 
Mstep: Class 24 contains 721 members 
Mstep: Class 25 contains 23915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717168.000000 Penalty: 88616.031250
Iteration 395Q: 26 clusters Score -1.947172e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138066 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 4478 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 100325 members 
Mstep: Class 7 contains 154770 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 112834 members 
Mstep: Class 10 contains 165221 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 162424 members 
Mstep: Class 13 contains 179835 members 
Mstep: Class 14 contains 193791 members 
Mstep: Class 15 contains 91638 members 
Mstep: Class 16 contains 164136 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78079 members 
Mstep: Class 19 contains 14712 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1589 members 
Mstep: Class 24 contains 726 members 
Mstep: Class 25 contains 24035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717568.000000 Penalty: 88616.031250
Iteration 396Q: 26 clusters Score -1.947176e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 100311 members 
Mstep: Class 7 contains 154734 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112808 members 
Mstep: Class 10 contains 165187 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 162369 members 
Mstep: Class 13 contains 179869 members 
Mstep: Class 14 contains 193725 members 
Mstep: Class 15 contains 91603 members 
Mstep: Class 16 contains 164135 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78087 members 
Mstep: Class 19 contains 14730 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2681 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1614 members 
Mstep: Class 24 contains 733 members 
Mstep: Class 25 contains 24155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717296.000000 Penalty: 88616.031250
Iteration 397Q: 26 clusters Score -1.947173e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138145 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1333 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100304 members 
Mstep: Class 7 contains 154724 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112779 members 
Mstep: Class 10 contains 165161 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 162309 members 
Mstep: Class 13 contains 179884 members 
Mstep: Class 14 contains 193649 members 
Mstep: Class 15 contains 91581 members 
Mstep: Class 16 contains 164146 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78090 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 654 members 
Mstep: Class 23 contains 1645 members 
Mstep: Class 24 contains 742 members 
Mstep: Class 25 contains 24257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717664.000000 Penalty: 88616.031250
Iteration 398Q: 26 clusters Score -1.947177e+08 nChanged 1108
Entering ConstructFrom: 
Score: -194717664.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (138175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138175 members 
Entering Unmasked Estep 
Score: -17229706.000000 Penalty: 2935.396484
	Iteration 0F: 2 clusters Score -1.722971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -17137294.000000 Penalty: 5870.792969
	Iteration 0F: 3 clusters Score -1.713729e+07 nChanged 66331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74040 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -17176568.000000 Penalty: 5870.792969
	Iteration 1F: 3 clusters Score -1.717657e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -17178836.000000 Penalty: 5870.792969
	Iteration 2Q: 3 clusters Score -1.717884e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -17183046.000000 Penalty: 5870.792969
	Iteration 3F: 3 clusters Score -1.718305e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -17190504.000000 Penalty: 5870.792969
	Iteration 4F: 3 clusters Score -1.71905e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -17201368.000000 Penalty: 5870.792969
	Iteration 5F: 3 clusters Score -1.720137e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -17212232.000000 Penalty: 5870.792969
	Iteration 6F: 3 clusters Score -1.721223e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -17218288.000000 Penalty: 5870.792969
	Iteration 7F: 3 clusters Score -1.721829e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -17220588.000000 Penalty: 5870.792969
	Iteration 8Q: 3 clusters Score -1.722059e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115785 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -17221470.000000 Penalty: 5870.792969
	Iteration 9Q: 3 clusters Score -1.722147e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -17222234.000000 Penalty: 5870.792969
	Iteration 10Q: 3 clusters Score -1.722223e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119205 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -17222936.000000 Penalty: 5870.792969
	Iteration 11Q: 3 clusters Score -1.722294e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -17223500.000000 Penalty: 5870.792969
	Iteration 12Q: 3 clusters Score -1.72235e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -17223964.000000 Penalty: 5870.792969
	Iteration 13Q: 3 clusters Score -1.722396e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123707 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -17224346.000000 Penalty: 5870.792969
	Iteration 14Q: 3 clusters Score -1.722435e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -17224792.000000 Penalty: 5870.792969
	Iteration 15Q: 3 clusters Score -1.722479e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -17225186.000000 Penalty: 5870.792969
	Iteration 16Q: 3 clusters Score -1.722519e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -17225464.000000 Penalty: 5870.792969
	Iteration 17Q: 3 clusters Score -1.722546e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128135 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -17225734.000000 Penalty: 5870.792969
	Iteration 18Q: 3 clusters Score -1.722573e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129025 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -17226066.000000 Penalty: 5870.792969
	Iteration 19Q: 3 clusters Score -1.722607e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129802 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -17226364.000000 Penalty: 5870.792969
	Iteration 20F: 3 clusters Score -1.722636e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130502 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -17226528.000000 Penalty: 5870.792969
	Iteration 21Q: 3 clusters Score -1.722653e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131119 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -17226702.000000 Penalty: 5870.792969
	Iteration 22Q: 3 clusters Score -1.72267e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131677 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -17226848.000000 Penalty: 5870.792969
	Iteration 23Q: 3 clusters Score -1.722685e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -17227032.000000 Penalty: 5870.792969
	Iteration 24Q: 3 clusters Score -1.722703e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132606 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -17227148.000000 Penalty: 5870.792969
	Iteration 25Q: 3 clusters Score -1.722715e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132973 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -17227270.000000 Penalty: 5870.792969
	Iteration 26Q: 3 clusters Score -1.722727e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -17227396.000000 Penalty: 5870.792969
	Iteration 27Q: 3 clusters Score -1.72274e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133556 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -17227432.000000 Penalty: 5870.792969
	Iteration 28Q: 3 clusters Score -1.722743e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133810 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -17227520.000000 Penalty: 5870.792969
	Iteration 29Q: 3 clusters Score -1.722752e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -17227616.000000 Penalty: 5870.792969
	Iteration 30Q: 3 clusters Score -1.722762e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134279 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -17227640.000000 Penalty: 5870.792969
	Iteration 31Q: 3 clusters Score -1.722764e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -17227696.000000 Penalty: 5870.792969
	Iteration 32Q: 3 clusters Score -1.72277e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -17227744.000000 Penalty: 5870.792969
	Iteration 33Q: 3 clusters Score -1.722774e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134791 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -17227756.000000 Penalty: 5870.792969
	Iteration 34Q: 3 clusters Score -1.722776e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -17227764.000000 Penalty: 5870.792969
	Iteration 35Q: 3 clusters Score -1.722776e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135009 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17227790.000000 Penalty: 5870.792969
	Iteration 36Q: 3 clusters Score -1.722779e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -17227776.000000 Penalty: 5870.792969
	Iteration 37Q: 3 clusters Score -1.722778e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135157 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -17227808.000000 Penalty: 5870.792969
	Iteration 38Q: 3 clusters Score -1.722781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -17227806.000000 Penalty: 5870.792969
	Iteration 39Q: 3 clusters Score -1.722781e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135280 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -17227818.000000 Penalty: 5870.792969
	Iteration 40F: 3 clusters Score -1.722782e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135333 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -17227824.000000 Penalty: 5870.792969
	Iteration 41Q: 3 clusters Score -1.722782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135379 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17227840.000000 Penalty: 5870.792969
	Iteration 42Q: 3 clusters Score -1.722784e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135419 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -17227844.000000 Penalty: 5870.792969
	Iteration 43Q: 3 clusters Score -1.722784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -17227824.000000 Penalty: 5870.792969
	Iteration 44Q: 3 clusters Score -1.722782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135480 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -17227840.000000 Penalty: 5870.792969
	Iteration 45Q: 3 clusters Score -1.722784e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135511 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -17227864.000000 Penalty: 5870.792969
	Iteration 46Q: 3 clusters Score -1.722786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135534 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17227860.000000 Penalty: 5870.792969
	Iteration 47Q: 3 clusters Score -1.722786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135549 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17227866.000000 Penalty: 5870.792969
	Iteration 48Q: 3 clusters Score -1.722787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135562 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17227844.000000 Penalty: 5870.792969
	Iteration 49Q: 3 clusters Score -1.722784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135578 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -17227864.000000 Penalty: 5870.792969
	Iteration 50Q: 3 clusters Score -1.722786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135596 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -17227864.000000 Penalty: 5870.792969
	Iteration 51Q: 3 clusters Score -1.722786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135609 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -17227854.000000 Penalty: 5870.792969
	Iteration 52Q: 3 clusters Score -1.722785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135615 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -17227866.000000 Penalty: 5870.792969
	Iteration 53Q: 3 clusters Score -1.722787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135620 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -17227852.000000 Penalty: 5870.792969
	Iteration 54Q: 3 clusters Score -1.722785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135625 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -17227856.000000 Penalty: 5870.792969
	Iteration 55Q: 3 clusters Score -1.722786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -17227858.000000 Penalty: 5870.792969
	Iteration 56Q: 3 clusters Score -1.722786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135629 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -17227858.000000 Penalty: 5870.792969
	Iteration 57Q: 3 clusters Score -1.722786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135631 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -17227870.000000 Penalty: 5870.792969
	Iteration 58Q: 3 clusters Score -1.722787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -17227866.000000 Penalty: 5870.792969
	Iteration 59Q: 3 clusters Score -1.722787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -17227870.000000 Penalty: 5870.792969
	Iteration 60F: 3 clusters Score -1.722787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -17227872.000000 Penalty: 5870.792969
	Iteration 61Q: 3 clusters Score -1.722787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135634 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -17227868.000000 Penalty: 5870.792969
	Iteration 62Q: 3 clusters Score -1.722787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -17227870.000000 Penalty: 5870.792969
	Iteration 63Q: 3 clusters Score -1.722787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135635 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -17227870.000000 Penalty: 5870.792969
	Iteration 64F: 3 clusters Score -1.722787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -630517.375000 Penalty: 2123.606934
	Iteration 0F: 2 clusters Score -630517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -625815.687500 Penalty: 4247.213867
	Iteration 0F: 3 clusters Score -625815.7 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -626970.750000 Penalty: 4247.213867
	Iteration 1F: 3 clusters Score -626970.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -627164.375000 Penalty: 4247.213867
	Iteration 2F: 3 clusters Score -627164.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -627275.812500 Penalty: 4247.213867
	Iteration 3Q: 3 clusters Score -627275.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -627345.062500 Penalty: 4247.213867
	Iteration 4Q: 3 clusters Score -627345.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -627398.937500 Penalty: 4247.213867
	Iteration 5Q: 3 clusters Score -627398.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -627447.062500 Penalty: 4247.213867
	Iteration 6Q: 3 clusters Score -627447.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -627491.562500 Penalty: 4247.213867
	Iteration 7Q: 3 clusters Score -627491.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -627527.687500 Penalty: 4247.213867
	Iteration 8Q: 3 clusters Score -627527.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -627567.187500 Penalty: 4247.213867
	Iteration 9Q: 3 clusters Score -627567.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -627597.312500 Penalty: 4247.213867
	Iteration 10Q: 3 clusters Score -627597.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -627624.875000 Penalty: 4247.213867
	Iteration 11Q: 3 clusters Score -627624.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -627653.500000 Penalty: 4247.213867
	Iteration 12Q: 3 clusters Score -627653.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -627686.875000 Penalty: 4247.213867
	Iteration 13Q: 3 clusters Score -627686.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -627730.187500 Penalty: 4247.213867
	Iteration 14Q: 3 clusters Score -627730.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -627762.187500 Penalty: 4247.213867
	Iteration 15Q: 3 clusters Score -627762.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -627793.625000 Penalty: 4247.213867
	Iteration 16Q: 3 clusters Score -627793.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -627833.250000 Penalty: 4247.213867
	Iteration 17Q: 3 clusters Score -627833.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -627881.812500 Penalty: 4247.213867
	Iteration 18Q: 3 clusters Score -627881.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -627927.500000 Penalty: 4247.213867
	Iteration 19Q: 3 clusters Score -627927.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -627985.500000 Penalty: 4247.213867
	Iteration 20F: 3 clusters Score -627985.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -628052.375000 Penalty: 4247.213867
	Iteration 21Q: 3 clusters Score -628052.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -628115.437500 Penalty: 4247.213867
	Iteration 22Q: 3 clusters Score -628115.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -628182.187500 Penalty: 4247.213867
	Iteration 23Q: 3 clusters Score -628182.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -628246.125000 Penalty: 4247.213867
	Iteration 24Q: 3 clusters Score -628246.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -628312.375000 Penalty: 4247.213867
	Iteration 25Q: 3 clusters Score -628312.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -628374.062500 Penalty: 4247.213867
	Iteration 26Q: 3 clusters Score -628374.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -628433.187500 Penalty: 4247.213867
	Iteration 27Q: 3 clusters Score -628433.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -628480.312500 Penalty: 4247.213867
	Iteration 28Q: 3 clusters Score -628480.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -628515.812500 Penalty: 4247.213867
	Iteration 29Q: 3 clusters Score -628515.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -628549.000000 Penalty: 4247.213867
	Iteration 30Q: 3 clusters Score -628549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -628577.437500 Penalty: 4247.213867
	Iteration 31Q: 3 clusters Score -628577.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -628607.500000 Penalty: 4247.213867
	Iteration 32Q: 3 clusters Score -628607.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -628620.875000 Penalty: 4247.213867
	Iteration 33Q: 3 clusters Score -628620.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -628633.250000 Penalty: 4247.213867
	Iteration 34Q: 3 clusters Score -628633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -628638.750000 Penalty: 4247.213867
	Iteration 35Q: 3 clusters Score -628638.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -628644.250000 Penalty: 4247.213867
	Iteration 36Q: 3 clusters Score -628644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -628646.875000 Penalty: 4247.213867
	Iteration 37Q: 3 clusters Score -628646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -628649.062500 Penalty: 4247.213867
	Iteration 38Q: 3 clusters Score -628649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -628655.062500 Penalty: 4247.213867
	Iteration 39Q: 3 clusters Score -628655.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -628659.875000 Penalty: 4247.213867
	Iteration 40F: 3 clusters Score -628659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -628663.000000 Penalty: 4247.213867
	Iteration 41Q: 3 clusters Score -628663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -628666.375000 Penalty: 4247.213867
	Iteration 42Q: 3 clusters Score -628666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -628667.687500 Penalty: 4247.213867
	Iteration 43Q: 3 clusters Score -628667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -628670.687500 Penalty: 4247.213867
	Iteration 44Q: 3 clusters Score -628670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -628671.312500 Penalty: 4247.213867
	Iteration 45Q: 3 clusters Score -628671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -628672.250000 Penalty: 4247.213867
	Iteration 46Q: 3 clusters Score -628672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -628675.125000 Penalty: 4247.213867
	Iteration 47Q: 3 clusters Score -628675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -628679.500000 Penalty: 4247.213867
	Iteration 48Q: 3 clusters Score -628679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -628683.875000 Penalty: 4247.213867
	Iteration 49Q: 3 clusters Score -628683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -628687.062500 Penalty: 4247.213867
	Iteration 50Q: 3 clusters Score -628687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -628687.187500 Penalty: 4247.213867
	Iteration 51Q: 3 clusters Score -628687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -628690.062500 Penalty: 4247.213867
	Iteration 52Q: 3 clusters Score -628690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -628695.125000 Penalty: 4247.213867
	Iteration 53Q: 3 clusters Score -628695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -628697.500000 Penalty: 4247.213867
	Iteration 54Q: 3 clusters Score -628697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -628698.125000 Penalty: 4247.213867
	Iteration 55Q: 3 clusters Score -628698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -628698.562500 Penalty: 4247.213867
	Iteration 56Q: 3 clusters Score -628698.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -628698.562500 Penalty: 4247.213867
	Iteration 57F: 3 clusters Score -628698.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Entering Unmasked Estep 
Score: -541087.187500 Penalty: 2084.752930
	Iteration 0F: 2 clusters Score -541087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -536857.875000 Penalty: 4169.505859
	Iteration 0F: 3 clusters Score -536857.9 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -537850.062500 Penalty: 4169.505859
	Iteration 1F: 3 clusters Score -537850.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -538119.312500 Penalty: 4169.505859
	Iteration 2F: 3 clusters Score -538119.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -538335.375000 Penalty: 4169.505859
	Iteration 3F: 3 clusters Score -538335.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -538517.125000 Penalty: 4169.505859
	Iteration 4F: 3 clusters Score -538517.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -538674.875000 Penalty: 4169.505859
	Iteration 5Q: 3 clusters Score -538674.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -538841.062500 Penalty: 4169.505859
	Iteration 6Q: 3 clusters Score -538841.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -538983.562500 Penalty: 4169.505859
	Iteration 7Q: 3 clusters Score -538983.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -539102.687500 Penalty: 4169.505859
	Iteration 8Q: 3 clusters Score -539102.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -539192.812500 Penalty: 4169.505859
	Iteration 9Q: 3 clusters Score -539192.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -539265.437500 Penalty: 4169.505859
	Iteration 10Q: 3 clusters Score -539265.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -539310.625000 Penalty: 4169.505859
	Iteration 11Q: 3 clusters Score -539310.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -539337.687500 Penalty: 4169.505859
	Iteration 12Q: 3 clusters Score -539337.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -539360.187500 Penalty: 4169.505859
	Iteration 13Q: 3 clusters Score -539360.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -539378.750000 Penalty: 4169.505859
	Iteration 14Q: 3 clusters Score -539378.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -539390.125000 Penalty: 4169.505859
	Iteration 15Q: 3 clusters Score -539390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -539402.062500 Penalty: 4169.505859
	Iteration 16Q: 3 clusters Score -539402.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -539408.937500 Penalty: 4169.505859
	Iteration 17Q: 3 clusters Score -539408.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -539415.562500 Penalty: 4169.505859
	Iteration 18Q: 3 clusters Score -539415.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -539421.812500 Penalty: 4169.505859
	Iteration 19Q: 3 clusters Score -539421.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -539428.875000 Penalty: 4169.505859
	Iteration 20F: 3 clusters Score -539428.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -539437.687500 Penalty: 4169.505859
	Iteration 21Q: 3 clusters Score -539437.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -539446.625000 Penalty: 4169.505859
	Iteration 22Q: 3 clusters Score -539446.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -539455.312500 Penalty: 4169.505859
	Iteration 23Q: 3 clusters Score -539455.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -539463.187500 Penalty: 4169.505859
	Iteration 24Q: 3 clusters Score -539463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -539468.562500 Penalty: 4169.505859
	Iteration 25Q: 3 clusters Score -539468.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -539476.250000 Penalty: 4169.505859
	Iteration 26Q: 3 clusters Score -539476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -539482.000000 Penalty: 4169.505859
	Iteration 27Q: 3 clusters Score -539482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -539484.625000 Penalty: 4169.505859
	Iteration 28Q: 3 clusters Score -539484.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -539485.062500 Penalty: 4169.505859
	Iteration 29Q: 3 clusters Score -539485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -539487.250000 Penalty: 4169.505859
	Iteration 30Q: 3 clusters Score -539487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -539487.875000 Penalty: 4169.505859
	Iteration 31Q: 3 clusters Score -539487.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -539490.500000 Penalty: 4169.505859
	Iteration 32Q: 3 clusters Score -539490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -539493.375000 Penalty: 4169.505859
	Iteration 33Q: 3 clusters Score -539493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -539496.687500 Penalty: 4169.505859
	Iteration 34Q: 3 clusters Score -539496.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -539500.687500 Penalty: 4169.505859
	Iteration 35Q: 3 clusters Score -539500.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -539507.125000 Penalty: 4169.505859
	Iteration 36Q: 3 clusters Score -539507.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -539515.875000 Penalty: 4169.505859
	Iteration 37Q: 3 clusters Score -539515.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -539524.750000 Penalty: 4169.505859
	Iteration 38Q: 3 clusters Score -539524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -539527.500000 Penalty: 4169.505859
	Iteration 39Q: 3 clusters Score -539527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -539529.187500 Penalty: 4169.505859
	Iteration 40F: 3 clusters Score -539529.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -539529.812500 Penalty: 4169.505859
	Iteration 41Q: 3 clusters Score -539529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -539531.187500 Penalty: 4169.505859
	Iteration 42Q: 3 clusters Score -539531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -539532.000000 Penalty: 4169.505859
	Iteration 43Q: 3 clusters Score -539532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -539532.625000 Penalty: 4169.505859
	Iteration 44Q: 3 clusters Score -539532.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -539535.000000 Penalty: 4169.505859
	Iteration 45Q: 3 clusters Score -539535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -539535.812500 Penalty: 4169.505859
	Iteration 46Q: 3 clusters Score -539535.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -539535.812500 Penalty: 4169.505859
	Iteration 47F: 3 clusters Score -539535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -159423.593750 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -159423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157229.109375 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -157229.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157603.546875 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -157603.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157702.281250 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -157702.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -157750.625000 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -157750.6 nChanged 27
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: -157773.234375 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -157773.2 nChanged 15
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: -157786.453125 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -157786.5 nChanged 9
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: -157794.953125 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -157795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157803.031250 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -157803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157812.468750 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -157812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157817.359375 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -157817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -157822.687500 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -157822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157824.687500 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -157824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -157825.437500 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -157825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157826.671875 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -157826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157826.671875 Penalty: 3568.440674
	Iteration 14F: 3 clusters Score -157826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Entering Unmasked Estep 
Score: -652663.687500 Penalty: 2141.738525
	Iteration 0F: 2 clusters Score -652663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -647773.750000 Penalty: 4283.477051
	Iteration 0F: 3 clusters Score -647773.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -649171.062500 Penalty: 4283.477051
	Iteration 1F: 3 clusters Score -649171.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -649556.437500 Penalty: 4283.477051
	Iteration 2F: 3 clusters Score -649556.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -649825.437500 Penalty: 4283.477051
	Iteration 3F: 3 clusters Score -649825.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -650062.250000 Penalty: 4283.477051
	Iteration 4F: 3 clusters Score -650062.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -650254.500000 Penalty: 4283.477051
	Iteration 5Q: 3 clusters Score -650254.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -650409.750000 Penalty: 4283.477051
	Iteration 6Q: 3 clusters Score -650409.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -650538.562500 Penalty: 4283.477051
	Iteration 7Q: 3 clusters Score -650538.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -650650.687500 Penalty: 4283.477051
	Iteration 8Q: 3 clusters Score -650650.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -650754.062500 Penalty: 4283.477051
	Iteration 9Q: 3 clusters Score -650754.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -650879.812500 Penalty: 4283.477051
	Iteration 10Q: 3 clusters Score -650879.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -650969.500000 Penalty: 4283.477051
	Iteration 11Q: 3 clusters Score -650969.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -651035.937500 Penalty: 4283.477051
	Iteration 12Q: 3 clusters Score -651035.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -651069.625000 Penalty: 4283.477051
	Iteration 13Q: 3 clusters Score -651069.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -651099.250000 Penalty: 4283.477051
	Iteration 14Q: 3 clusters Score -651099.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -651111.125000 Penalty: 4283.477051
	Iteration 15Q: 3 clusters Score -651111.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -651123.750000 Penalty: 4283.477051
	Iteration 16Q: 3 clusters Score -651123.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -651138.562500 Penalty: 4283.477051
	Iteration 17Q: 3 clusters Score -651138.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -651151.500000 Penalty: 4283.477051
	Iteration 18Q: 3 clusters Score -651151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -651160.875000 Penalty: 4283.477051
	Iteration 19Q: 3 clusters Score -651160.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -651167.437500 Penalty: 4283.477051
	Iteration 20F: 3 clusters Score -651167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -651172.625000 Penalty: 4283.477051
	Iteration 21Q: 3 clusters Score -651172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -651179.500000 Penalty: 4283.477051
	Iteration 22Q: 3 clusters Score -651179.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -651187.187500 Penalty: 4283.477051
	Iteration 23Q: 3 clusters Score -651187.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -651196.875000 Penalty: 4283.477051
	Iteration 24Q: 3 clusters Score -651196.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -651205.375000 Penalty: 4283.477051
	Iteration 25Q: 3 clusters Score -651205.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -651216.875000 Penalty: 4283.477051
	Iteration 26Q: 3 clusters Score -651216.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -651228.437500 Penalty: 4283.477051
	Iteration 27Q: 3 clusters Score -651228.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -651238.937500 Penalty: 4283.477051
	Iteration 28Q: 3 clusters Score -651238.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -651249.937500 Penalty: 4283.477051
	Iteration 29Q: 3 clusters Score -651249.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -651254.312500 Penalty: 4283.477051
	Iteration 30Q: 3 clusters Score -651254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -651257.125000 Penalty: 4283.477051
	Iteration 31Q: 3 clusters Score -651257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -651262.000000 Penalty: 4283.477051
	Iteration 32Q: 3 clusters Score -651262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -651265.187500 Penalty: 4283.477051
	Iteration 33Q: 3 clusters Score -651265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -651270.937500 Penalty: 4283.477051
	Iteration 34Q: 3 clusters Score -651270.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -651278.750000 Penalty: 4283.477051
	Iteration 35Q: 3 clusters Score -651278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -651286.062500 Penalty: 4283.477051
	Iteration 36Q: 3 clusters Score -651286.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -651292.562500 Penalty: 4283.477051
	Iteration 37Q: 3 clusters Score -651292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -651297.562500 Penalty: 4283.477051
	Iteration 38Q: 3 clusters Score -651297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -651299.250000 Penalty: 4283.477051
	Iteration 39Q: 3 clusters Score -651299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -651304.875000 Penalty: 4283.477051
	Iteration 40F: 3 clusters Score -651304.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -651311.375000 Penalty: 4283.477051
	Iteration 41Q: 3 clusters Score -651311.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -651318.437500 Penalty: 4283.477051
	Iteration 42Q: 3 clusters Score -651318.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -651322.812500 Penalty: 4283.477051
	Iteration 43Q: 3 clusters Score -651322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -651329.687500 Penalty: 4283.477051
	Iteration 44Q: 3 clusters Score -651329.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -651331.562500 Penalty: 4283.477051
	Iteration 45Q: 3 clusters Score -651331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -651332.125000 Penalty: 4283.477051
	Iteration 46Q: 3 clusters Score -651332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -651334.562500 Penalty: 4283.477051
	Iteration 47Q: 3 clusters Score -651334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -651334.562500 Penalty: 4283.477051
	Iteration 48F: 3 clusters Score -651334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100285 members 
Entering Unmasked Estep 
Score: -12462031.000000 Penalty: 2855.911377
	Iteration 0F: 2 clusters Score -1.246203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -12395430.000000 Penalty: 5711.822754
	Iteration 0F: 3 clusters Score -1.239543e+07 nChanged 47193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -12421926.000000 Penalty: 5711.822754
	Iteration 1F: 3 clusters Score -1.242193e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -12422742.000000 Penalty: 5711.822754
	Iteration 2Q: 3 clusters Score -1.242274e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -12423748.000000 Penalty: 5711.822754
	Iteration 3Q: 3 clusters Score -1.242375e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -12424977.000000 Penalty: 5711.822754
	Iteration 4Q: 3 clusters Score -1.242498e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -12427211.000000 Penalty: 5711.822754
	Iteration 5Q: 3 clusters Score -1.242721e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -12430725.000000 Penalty: 5711.822754
	Iteration 6F: 3 clusters Score -1.243072e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -12435889.000000 Penalty: 5711.822754
	Iteration 7F: 3 clusters Score -1.243589e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -12442538.000000 Penalty: 5711.822754
	Iteration 8F: 3 clusters Score -1.244254e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -12448913.000000 Penalty: 5711.822754
	Iteration 9F: 3 clusters Score -1.244891e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -12453558.000000 Penalty: 5711.822754
	Iteration 10Q: 3 clusters Score -1.245356e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -12456097.000000 Penalty: 5711.822754
	Iteration 11Q: 3 clusters Score -1.24561e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88987 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -12457234.000000 Penalty: 5711.822754
	Iteration 12Q: 3 clusters Score -1.245723e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -12457837.000000 Penalty: 5711.822754
	Iteration 13Q: 3 clusters Score -1.245784e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -12458234.000000 Penalty: 5711.822754
	Iteration 14Q: 3 clusters Score -1.245823e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -12458475.000000 Penalty: 5711.822754
	Iteration 15Q: 3 clusters Score -1.245848e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -12458774.000000 Penalty: 5711.822754
	Iteration 16Q: 3 clusters Score -1.245877e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -12459034.000000 Penalty: 5711.822754
	Iteration 17Q: 3 clusters Score -1.245903e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -12459177.000000 Penalty: 5711.822754
	Iteration 18Q: 3 clusters Score -1.245918e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -12459424.000000 Penalty: 5711.822754
	Iteration 19Q: 3 clusters Score -1.245942e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -12459596.000000 Penalty: 5711.822754
	Iteration 20F: 3 clusters Score -1.24596e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -12459696.000000 Penalty: 5711.822754
	Iteration 21Q: 3 clusters Score -1.24597e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -12459816.000000 Penalty: 5711.822754
	Iteration 22Q: 3 clusters Score -1.245982e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -12459884.000000 Penalty: 5711.822754
	Iteration 23Q: 3 clusters Score -1.245988e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95991 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -12459910.000000 Penalty: 5711.822754
	Iteration 24Q: 3 clusters Score -1.245991e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -12459973.000000 Penalty: 5711.822754
	Iteration 25Q: 3 clusters Score -1.245997e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -12460032.000000 Penalty: 5711.822754
	Iteration 26Q: 3 clusters Score -1.246003e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -12460045.000000 Penalty: 5711.822754
	Iteration 27Q: 3 clusters Score -1.246004e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -12460104.000000 Penalty: 5711.822754
	Iteration 28Q: 3 clusters Score -1.24601e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -12460116.000000 Penalty: 5711.822754
	Iteration 29Q: 3 clusters Score -1.246012e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -12460151.000000 Penalty: 5711.822754
	Iteration 30Q: 3 clusters Score -1.246015e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -12460144.000000 Penalty: 5711.822754
	Iteration 31Q: 3 clusters Score -1.246014e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -12460159.000000 Penalty: 5711.822754
	Iteration 32Q: 3 clusters Score -1.246016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -12460175.000000 Penalty: 5711.822754
	Iteration 33Q: 3 clusters Score -1.246018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -12460190.000000 Penalty: 5711.822754
	Iteration 34Q: 3 clusters Score -1.246019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -12460173.000000 Penalty: 5711.822754
	Iteration 35Q: 3 clusters Score -1.246017e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -12460180.000000 Penalty: 5711.822754
	Iteration 36Q: 3 clusters Score -1.246018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -12460166.000000 Penalty: 5711.822754
	Iteration 37Q: 3 clusters Score -1.246017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97519 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -12460188.000000 Penalty: 5711.822754
	Iteration 38Q: 3 clusters Score -1.246019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -12460183.000000 Penalty: 5711.822754
	Iteration 39Q: 3 clusters Score -1.246018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -12460206.000000 Penalty: 5711.822754
	Iteration 40F: 3 clusters Score -1.246021e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -12460208.000000 Penalty: 5711.822754
	Iteration 41Q: 3 clusters Score -1.246021e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97624 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -12460223.000000 Penalty: 5711.822754
	Iteration 42Q: 3 clusters Score -1.246022e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -12460235.000000 Penalty: 5711.822754
	Iteration 43Q: 3 clusters Score -1.246024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -12460225.000000 Penalty: 5711.822754
	Iteration 44Q: 3 clusters Score -1.246022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -12460229.000000 Penalty: 5711.822754
	Iteration 45Q: 3 clusters Score -1.246023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -12460220.000000 Penalty: 5711.822754
	Iteration 46Q: 3 clusters Score -1.246022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12460211.000000 Penalty: 5711.822754
	Iteration 47Q: 3 clusters Score -1.246021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -12460223.000000 Penalty: 5711.822754
	Iteration 48Q: 3 clusters Score -1.246022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -12460226.000000 Penalty: 5711.822754
	Iteration 49Q: 3 clusters Score -1.246023e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -12460229.000000 Penalty: 5711.822754
	Iteration 50Q: 3 clusters Score -1.246023e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97780 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12460231.000000 Penalty: 5711.822754
	Iteration 51Q: 3 clusters Score -1.246023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12460233.000000 Penalty: 5711.822754
	Iteration 52Q: 3 clusters Score -1.246023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97808 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -12460249.000000 Penalty: 5711.822754
	Iteration 53Q: 3 clusters Score -1.246025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12460245.000000 Penalty: 5711.822754
	Iteration 54Q: 3 clusters Score -1.246024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12460255.000000 Penalty: 5711.822754
	Iteration 55Q: 3 clusters Score -1.246026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -12460264.000000 Penalty: 5711.822754
	Iteration 56Q: 3 clusters Score -1.246026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12460269.000000 Penalty: 5711.822754
	Iteration 57Q: 3 clusters Score -1.246027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -12460273.000000 Penalty: 5711.822754
	Iteration 58Q: 3 clusters Score -1.246027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -12460287.000000 Penalty: 5711.822754
	Iteration 59Q: 3 clusters Score -1.246029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -12460292.000000 Penalty: 5711.822754
	Iteration 60F: 3 clusters Score -1.246029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -12460282.000000 Penalty: 5711.822754
	Iteration 61Q: 3 clusters Score -1.246028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -12460285.000000 Penalty: 5711.822754
	Iteration 62Q: 3 clusters Score -1.246028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -12460277.000000 Penalty: 5711.822754
	Iteration 63Q: 3 clusters Score -1.246028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -12460285.000000 Penalty: 5711.822754
	Iteration 64Q: 3 clusters Score -1.246028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12460285.000000 Penalty: 5711.822754
	Iteration 65Q: 3 clusters Score -1.246028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -12460278.000000 Penalty: 5711.822754
	Iteration 66Q: 3 clusters Score -1.246028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -12460285.000000 Penalty: 5711.822754
	Iteration 67Q: 3 clusters Score -1.246028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12460288.000000 Penalty: 5711.822754
	Iteration 68Q: 3 clusters Score -1.246029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12460288.000000 Penalty: 5711.822754
	Iteration 69Q: 3 clusters Score -1.246029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -12460282.000000 Penalty: 5711.822754
	Iteration 70Q: 3 clusters Score -1.246028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12460296.000000 Penalty: 5711.822754
	Iteration 71Q: 3 clusters Score -1.24603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -12460301.000000 Penalty: 5711.822754
	Iteration 72Q: 3 clusters Score -1.24603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12460306.000000 Penalty: 5711.822754
	Iteration 73Q: 3 clusters Score -1.246031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12460307.000000 Penalty: 5711.822754
	Iteration 74Q: 3 clusters Score -1.246031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -12460307.000000 Penalty: 5711.822754
	Iteration 75Q: 3 clusters Score -1.246031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12460315.000000 Penalty: 5711.822754
	Iteration 76Q: 3 clusters Score -1.246032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12460315.000000 Penalty: 5711.822754
	Iteration 77F: 3 clusters Score -1.246032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Entering Unmasked Estep 
Score: -19088378.000000 Penalty: 2963.397705
	Iteration 0F: 2 clusters Score -1.908838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -18985662.000000 Penalty: 5926.795410
	Iteration 0F: 3 clusters Score -1.898566e+07 nChanged 73976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -19028644.000000 Penalty: 5926.795410
	Iteration 1F: 3 clusters Score -1.902864e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -19029922.000000 Penalty: 5926.795410
	Iteration 2Q: 3 clusters Score -1.902992e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -19031144.000000 Penalty: 5926.795410
	Iteration 3Q: 3 clusters Score -1.903114e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -19032956.000000 Penalty: 5926.795410
	Iteration 4Q: 3 clusters Score -1.903296e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74631 members 
Mstep: Class 2 contains 80060 members 
Entering Unmasked Estep 
Score: -19035094.000000 Penalty: 5926.795410
	Iteration 5Q: 3 clusters Score -1.903509e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -19037736.000000 Penalty: 5926.795410
	Iteration 6Q: 3 clusters Score -1.903774e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -19041382.000000 Penalty: 5926.795410
	Iteration 7Q: 3 clusters Score -1.904138e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -19045688.000000 Penalty: 5926.795410
	Iteration 8F: 3 clusters Score -1.904569e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -19051038.000000 Penalty: 5926.795410
	Iteration 9F: 3 clusters Score -1.905104e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -19056614.000000 Penalty: 5926.795410
	Iteration 10F: 3 clusters Score -1.905661e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -19061302.000000 Penalty: 5926.795410
	Iteration 11F: 3 clusters Score -1.90613e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -19063990.000000 Penalty: 5926.795410
	Iteration 12Q: 3 clusters Score -1.906399e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -19065118.000000 Penalty: 5926.795410
	Iteration 13Q: 3 clusters Score -1.906512e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -19065612.000000 Penalty: 5926.795410
	Iteration 14Q: 3 clusters Score -1.906561e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -19066050.000000 Penalty: 5926.795410
	Iteration 15Q: 3 clusters Score -1.906605e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -19066400.000000 Penalty: 5926.795410
	Iteration 16Q: 3 clusters Score -1.90664e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -19066772.000000 Penalty: 5926.795410
	Iteration 17Q: 3 clusters Score -1.906677e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -19067040.000000 Penalty: 5926.795410
	Iteration 18Q: 3 clusters Score -1.906704e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80137 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -19067344.000000 Penalty: 5926.795410
	Iteration 19Q: 3 clusters Score -1.906734e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -19067608.000000 Penalty: 5926.795410
	Iteration 20F: 3 clusters Score -1.906761e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -19067938.000000 Penalty: 5926.795410
	Iteration 21Q: 3 clusters Score -1.906794e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -19068134.000000 Penalty: 5926.795410
	Iteration 22Q: 3 clusters Score -1.906813e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85338 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -19068434.000000 Penalty: 5926.795410
	Iteration 23Q: 3 clusters Score -1.906843e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -19068804.000000 Penalty: 5926.795410
	Iteration 24Q: 3 clusters Score -1.90688e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -19069086.000000 Penalty: 5926.795410
	Iteration 25Q: 3 clusters Score -1.906909e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89611 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -19069266.000000 Penalty: 5926.795410
	Iteration 26Q: 3 clusters Score -1.906927e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -19069414.000000 Penalty: 5926.795410
	Iteration 27Q: 3 clusters Score -1.906941e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -19069648.000000 Penalty: 5926.795410
	Iteration 28Q: 3 clusters Score -1.906965e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -19069994.000000 Penalty: 5926.795410
	Iteration 29Q: 3 clusters Score -1.906999e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 58613 members 
Entering Unmasked Estep 
Score: -19070252.000000 Penalty: 5926.795410
	Iteration 30Q: 3 clusters Score -1.907025e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97934 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -19070516.000000 Penalty: 5926.795410
	Iteration 31Q: 3 clusters Score -1.907052e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -19070956.000000 Penalty: 5926.795410
	Iteration 32Q: 3 clusters Score -1.907096e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -19071394.000000 Penalty: 5926.795410
	Iteration 33Q: 3 clusters Score -1.907139e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -19071634.000000 Penalty: 5926.795410
	Iteration 34Q: 3 clusters Score -1.907163e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105485 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -19071910.000000 Penalty: 5926.795410
	Iteration 35Q: 3 clusters Score -1.907191e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107429 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -19072444.000000 Penalty: 5926.795410
	Iteration 36Q: 3 clusters Score -1.907244e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109434 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -19072890.000000 Penalty: 5926.795410
	Iteration 37Q: 3 clusters Score -1.907289e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111445 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -19073342.000000 Penalty: 5926.795410
	Iteration 38Q: 3 clusters Score -1.907334e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -19073860.000000 Penalty: 5926.795410
	Iteration 39Q: 3 clusters Score -1.907386e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -19074452.000000 Penalty: 5926.795410
	Iteration 40F: 3 clusters Score -1.907445e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117781 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -19074944.000000 Penalty: 5926.795410
	Iteration 41Q: 3 clusters Score -1.907494e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -19075480.000000 Penalty: 5926.795410
	Iteration 42Q: 3 clusters Score -1.907548e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -19076076.000000 Penalty: 5926.795410
	Iteration 43Q: 3 clusters Score -1.907608e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124399 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -19076764.000000 Penalty: 5926.795410
	Iteration 44Q: 3 clusters Score -1.907676e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -19077500.000000 Penalty: 5926.795410
	Iteration 45Q: 3 clusters Score -1.90775e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -19078286.000000 Penalty: 5926.795410
	Iteration 46Q: 3 clusters Score -1.907829e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131275 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -19079042.000000 Penalty: 5926.795410
	Iteration 47Q: 3 clusters Score -1.907904e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -19079780.000000 Penalty: 5926.795410
	Iteration 48Q: 3 clusters Score -1.907978e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135472 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -19080448.000000 Penalty: 5926.795410
	Iteration 49Q: 3 clusters Score -1.908045e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137464 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -19081264.000000 Penalty: 5926.795410
	Iteration 50Q: 3 clusters Score -1.908126e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139278 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -19081798.000000 Penalty: 5926.795410
	Iteration 51Q: 3 clusters Score -1.90818e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -19082494.000000 Penalty: 5926.795410
	Iteration 52Q: 3 clusters Score -1.908249e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142380 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -19083072.000000 Penalty: 5926.795410
	Iteration 53Q: 3 clusters Score -1.908307e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -19083570.000000 Penalty: 5926.795410
	Iteration 54Q: 3 clusters Score -1.908357e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -19083914.000000 Penalty: 5926.795410
	Iteration 55Q: 3 clusters Score -1.908391e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -19084220.000000 Penalty: 5926.795410
	Iteration 56Q: 3 clusters Score -1.908422e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146741 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -19084484.000000 Penalty: 5926.795410
	Iteration 57Q: 3 clusters Score -1.908448e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147527 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -19084724.000000 Penalty: 5926.795410
	Iteration 58Q: 3 clusters Score -1.908472e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -19084916.000000 Penalty: 5926.795410
	Iteration 59Q: 3 clusters Score -1.908492e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -19085082.000000 Penalty: 5926.795410
	Iteration 60F: 3 clusters Score -1.908508e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149371 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -19085182.000000 Penalty: 5926.795410
	Iteration 61Q: 3 clusters Score -1.908518e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149841 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -19085330.000000 Penalty: 5926.795410
	Iteration 62Q: 3 clusters Score -1.908533e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -19085444.000000 Penalty: 5926.795410
	Iteration 63Q: 3 clusters Score -1.908544e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -19085536.000000 Penalty: 5926.795410
	Iteration 64Q: 3 clusters Score -1.908554e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -19085574.000000 Penalty: 5926.795410
	Iteration 65Q: 3 clusters Score -1.908557e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -19085510.000000 Penalty: 5926.795410
	Iteration 66Q: 3 clusters Score -1.908551e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -19085594.000000 Penalty: 5926.795410
	Iteration 67Q: 3 clusters Score -1.908559e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -19085686.000000 Penalty: 5926.795410
	Iteration 68Q: 3 clusters Score -1.908569e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151764 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -19085786.000000 Penalty: 5926.795410
	Iteration 69Q: 3 clusters Score -1.908579e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151940 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -19085892.000000 Penalty: 5926.795410
	Iteration 70Q: 3 clusters Score -1.908589e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19085936.000000 Penalty: 5926.795410
	Iteration 71Q: 3 clusters Score -1.908594e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152210 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -19085958.000000 Penalty: 5926.795410
	Iteration 72Q: 3 clusters Score -1.908596e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152323 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19085986.000000 Penalty: 5926.795410
	Iteration 73Q: 3 clusters Score -1.908599e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152442 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19086020.000000 Penalty: 5926.795410
	Iteration 74Q: 3 clusters Score -1.908602e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19086078.000000 Penalty: 5926.795410
	Iteration 75Q: 3 clusters Score -1.908608e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19086088.000000 Penalty: 5926.795410
	Iteration 76Q: 3 clusters Score -1.908609e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152742 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -19086114.000000 Penalty: 5926.795410
	Iteration 77Q: 3 clusters Score -1.908611e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -19086124.000000 Penalty: 5926.795410
	Iteration 78Q: 3 clusters Score -1.908612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152853 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19086134.000000 Penalty: 5926.795410
	Iteration 79Q: 3 clusters Score -1.908613e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152906 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19086166.000000 Penalty: 5926.795410
	Iteration 80F: 3 clusters Score -1.908617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152952 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19086190.000000 Penalty: 5926.795410
	Iteration 81Q: 3 clusters Score -1.908619e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -19086234.000000 Penalty: 5926.795410
	Iteration 82Q: 3 clusters Score -1.908623e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19086268.000000 Penalty: 5926.795410
	Iteration 83Q: 3 clusters Score -1.908627e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153121 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19086316.000000 Penalty: 5926.795410
	Iteration 84Q: 3 clusters Score -1.908632e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -19086340.000000 Penalty: 5926.795410
	Iteration 85Q: 3 clusters Score -1.908634e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19086336.000000 Penalty: 5926.795410
	Iteration 86Q: 3 clusters Score -1.908634e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153267 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19086412.000000 Penalty: 5926.795410
	Iteration 87Q: 3 clusters Score -1.908641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -19086420.000000 Penalty: 5926.795410
	Iteration 88Q: 3 clusters Score -1.908642e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -19086458.000000 Penalty: 5926.795410
	Iteration 89Q: 3 clusters Score -1.908646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -19086474.000000 Penalty: 5926.795410
	Iteration 90Q: 3 clusters Score -1.908647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153424 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19086500.000000 Penalty: 5926.795410
	Iteration 91Q: 3 clusters Score -1.90865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -19086516.000000 Penalty: 5926.795410
	Iteration 92Q: 3 clusters Score -1.908652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -19086532.000000 Penalty: 5926.795410
	Iteration 93Q: 3 clusters Score -1.908653e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153468 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19086542.000000 Penalty: 5926.795410
	Iteration 94Q: 3 clusters Score -1.908654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19086570.000000 Penalty: 5926.795410
	Iteration 95Q: 3 clusters Score -1.908657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153491 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19086582.000000 Penalty: 5926.795410
	Iteration 96Q: 3 clusters Score -1.908658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19086586.000000 Penalty: 5926.795410
	Iteration 97Q: 3 clusters Score -1.908659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -19086594.000000 Penalty: 5926.795410
	Iteration 98Q: 3 clusters Score -1.908659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19086590.000000 Penalty: 5926.795410
	Iteration 99Q: 3 clusters Score -1.908659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19086620.000000 Penalty: 5926.795410
	Iteration 100F: 3 clusters Score -1.908662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19086620.000000 Penalty: 5926.795410
	Iteration 101Q: 3 clusters Score -1.908662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19086612.000000 Penalty: 5926.795410
	Iteration 102Q: 3 clusters Score -1.908661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153535 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19086602.000000 Penalty: 5926.795410
	Iteration 103Q: 3 clusters Score -1.90866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19086602.000000 Penalty: 5926.795410
	Iteration 104Q: 3 clusters Score -1.90866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153553 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19086610.000000 Penalty: 5926.795410
	Iteration 105Q: 3 clusters Score -1.908661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19086608.000000 Penalty: 5926.795410
	Iteration 106Q: 3 clusters Score -1.908661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -19086622.000000 Penalty: 5926.795410
	Iteration 107Q: 3 clusters Score -1.908662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153565 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19086634.000000 Penalty: 5926.795410
	Iteration 108Q: 3 clusters Score -1.908663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19086634.000000 Penalty: 5926.795410
	Iteration 109Q: 3 clusters Score -1.908663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -19086624.000000 Penalty: 5926.795410
	Iteration 110Q: 3 clusters Score -1.908662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19086626.000000 Penalty: 5926.795410
	Iteration 111Q: 3 clusters Score -1.908663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153572 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19086622.000000 Penalty: 5926.795410
	Iteration 112Q: 3 clusters Score -1.908662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19086620.000000 Penalty: 5926.795410
	Iteration 113Q: 3 clusters Score -1.908662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153572 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -19086614.000000 Penalty: 5926.795410
	Iteration 114Q: 3 clusters Score -1.908661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153573 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19086614.000000 Penalty: 5926.795410
	Iteration 115Q: 3 clusters Score -1.908661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19086626.000000 Penalty: 5926.795410
	Iteration 116Q: 3 clusters Score -1.908663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19086626.000000 Penalty: 5926.795410
	Iteration 117F: 3 clusters Score -1.908663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -109408.515625 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -109408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107428.312500 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -107428.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107725.562500 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -107725.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107832.421875 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -107832.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -107919.843750 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -107919.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107987.585938 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -107987.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108065.875000 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -108065.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108117.578125 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -108117.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108191.562500 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -108191.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -108276.882812 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -108276.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108349.789062 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -108349.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -108392.851562 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -108392.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108468.703125 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -108468.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -108585.632812 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -108585.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108711.398438 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -108711.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -108828.390625 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -108828.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -108968.562500 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -108968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -109167.312500 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -109167.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109278.250000 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -109278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109289.898438 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -109289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109295.515625 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -109295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109298.460938 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -109298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (112745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112745 members 
Entering Unmasked Estep 
Score: -14008406.000000 Penalty: 2884.955322
	Iteration 0F: 2 clusters Score -1.400841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -13932900.000000 Penalty: 5769.910645
	Iteration 0F: 3 clusters Score -1.39329e+07 nChanged 53638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -13964203.000000 Penalty: 5769.910645
	Iteration 1F: 3 clusters Score -1.39642e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -13965763.000000 Penalty: 5769.910645
	Iteration 2Q: 3 clusters Score -1.396576e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -13968257.000000 Penalty: 5769.910645
	Iteration 3F: 3 clusters Score -1.396826e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -13972409.000000 Penalty: 5769.910645
	Iteration 4F: 3 clusters Score -1.397241e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -13978701.000000 Penalty: 5769.910645
	Iteration 5F: 3 clusters Score -1.39787e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -13986797.000000 Penalty: 5769.910645
	Iteration 6F: 3 clusters Score -1.39868e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -13994466.000000 Penalty: 5769.910645
	Iteration 7F: 3 clusters Score -1.399447e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -13999957.000000 Penalty: 5769.910645
	Iteration 8F: 3 clusters Score -1.399996e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -14002846.000000 Penalty: 5769.910645
	Iteration 9Q: 3 clusters Score -1.400285e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -14004313.000000 Penalty: 5769.910645
	Iteration 10Q: 3 clusters Score -1.400431e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -14005052.000000 Penalty: 5769.910645
	Iteration 11Q: 3 clusters Score -1.400505e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -14005392.000000 Penalty: 5769.910645
	Iteration 12Q: 3 clusters Score -1.400539e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -14005597.000000 Penalty: 5769.910645
	Iteration 13Q: 3 clusters Score -1.40056e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 111265 members 
Entering Unmasked Estep 
Score: -14005709.000000 Penalty: 5769.910645
	Iteration 14Q: 3 clusters Score -1.400571e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 111370 members 
Entering Unmasked Estep 
Score: -14005801.000000 Penalty: 5769.910645
	Iteration 15Q: 3 clusters Score -1.40058e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 111442 members 
Entering Unmasked Estep 
Score: -14005910.000000 Penalty: 5769.910645
	Iteration 16Q: 3 clusters Score -1.400591e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 111501 members 
Entering Unmasked Estep 
Score: -14005939.000000 Penalty: 5769.910645
	Iteration 17Q: 3 clusters Score -1.400594e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 111538 members 
Entering Unmasked Estep 
Score: -14005976.000000 Penalty: 5769.910645
	Iteration 18Q: 3 clusters Score -1.400598e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -14006007.000000 Penalty: 5769.910645
	Iteration 19Q: 3 clusters Score -1.400601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -14006022.000000 Penalty: 5769.910645
	Iteration 20F: 3 clusters Score -1.400602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -14006035.000000 Penalty: 5769.910645
	Iteration 21Q: 3 clusters Score -1.400604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 111618 members 
Entering Unmasked Estep 
Score: -14006031.000000 Penalty: 5769.910645
	Iteration 22Q: 3 clusters Score -1.400603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 111626 members 
Entering Unmasked Estep 
Score: -14006046.000000 Penalty: 5769.910645
	Iteration 23Q: 3 clusters Score -1.400605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 111634 members 
Entering Unmasked Estep 
Score: -14006070.000000 Penalty: 5769.910645
	Iteration 24Q: 3 clusters Score -1.400607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 111650 members 
Entering Unmasked Estep 
Score: -14006064.000000 Penalty: 5769.910645
	Iteration 25Q: 3 clusters Score -1.400606e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -14006096.000000 Penalty: 5769.910645
	Iteration 26Q: 3 clusters Score -1.40061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -14006096.000000 Penalty: 5769.910645
	Iteration 27Q: 3 clusters Score -1.40061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 111674 members 
Entering Unmasked Estep 
Score: -14006090.000000 Penalty: 5769.910645
	Iteration 28Q: 3 clusters Score -1.400609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -14006104.000000 Penalty: 5769.910645
	Iteration 29Q: 3 clusters Score -1.40061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -14006118.000000 Penalty: 5769.910645
	Iteration 30Q: 3 clusters Score -1.400612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
Score: -14006127.000000 Penalty: 5769.910645
	Iteration 31Q: 3 clusters Score -1.400613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -14006136.000000 Penalty: 5769.910645
	Iteration 32Q: 3 clusters Score -1.400614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
Score: -14006141.000000 Penalty: 5769.910645
	Iteration 33Q: 3 clusters Score -1.400614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 111729 members 
Entering Unmasked Estep 
Score: -14006142.000000 Penalty: 5769.910645
	Iteration 34Q: 3 clusters Score -1.400614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -14006141.000000 Penalty: 5769.910645
	Iteration 35Q: 3 clusters Score -1.400614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -14006138.000000 Penalty: 5769.910645
	Iteration 36Q: 3 clusters Score -1.400614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -14006150.000000 Penalty: 5769.910645
	Iteration 37Q: 3 clusters Score -1.400615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -14006157.000000 Penalty: 5769.910645
	Iteration 38Q: 3 clusters Score -1.400616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -14006149.000000 Penalty: 5769.910645
	Iteration 39Q: 3 clusters Score -1.400615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -14006149.000000 Penalty: 5769.910645
	Iteration 40F: 3 clusters Score -1.400615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (165135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Entering Unmasked Estep 
Score: -20426696.000000 Penalty: 2979.600586
	Iteration 0F: 2 clusters Score -2.04267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -20318502.000000 Penalty: 5959.201172
	Iteration 0F: 3 clusters Score -2.03185e+07 nChanged 79061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -20364712.000000 Penalty: 5959.201172
	Iteration 1F: 3 clusters Score -2.036471e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -20366042.000000 Penalty: 5959.201172
	Iteration 2Q: 3 clusters Score -2.036604e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -20368164.000000 Penalty: 5959.201172
	Iteration 3Q: 3 clusters Score -2.036816e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -20371516.000000 Penalty: 5959.201172
	Iteration 4Q: 3 clusters Score -2.037152e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -20376340.000000 Penalty: 5959.201172
	Iteration 5F: 3 clusters Score -2.037634e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -20383300.000000 Penalty: 5959.201172
	Iteration 6F: 3 clusters Score -2.03833e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 127548 members 
Entering Unmasked Estep 
Score: -20392950.000000 Penalty: 5959.201172
	Iteration 7F: 3 clusters Score -2.039295e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 140163 members 
Entering Unmasked Estep 
Score: -20403710.000000 Penalty: 5959.201172
	Iteration 8F: 3 clusters Score -2.040371e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 151112 members 
Entering Unmasked Estep 
Score: -20413110.000000 Penalty: 5959.201172
	Iteration 9F: 3 clusters Score -2.041311e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 158620 members 
Entering Unmasked Estep 
Score: -20419208.000000 Penalty: 5959.201172
	Iteration 10Q: 3 clusters Score -2.041921e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 162502 members 
Entering Unmasked Estep 
Score: -20422188.000000 Penalty: 5959.201172
	Iteration 11Q: 3 clusters Score -2.042219e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -20423268.000000 Penalty: 5959.201172
	Iteration 12Q: 3 clusters Score -2.042327e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -20423634.000000 Penalty: 5959.201172
	Iteration 13Q: 3 clusters Score -2.042363e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 164781 members 
Entering Unmasked Estep 
Score: -20423844.000000 Penalty: 5959.201172
	Iteration 14Q: 3 clusters Score -2.042384e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 164835 members 
Entering Unmasked Estep 
Score: -20423888.000000 Penalty: 5959.201172
	Iteration 15Q: 3 clusters Score -2.042389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -20423916.000000 Penalty: 5959.201172
	Iteration 16Q: 3 clusters Score -2.042392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164869 members 
Entering Unmasked Estep 
Score: -20423950.000000 Penalty: 5959.201172
	Iteration 17Q: 3 clusters Score -2.042395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 164877 members 
Entering Unmasked Estep 
Score: -20423954.000000 Penalty: 5959.201172
	Iteration 18Q: 3 clusters Score -2.042395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164881 members 
Entering Unmasked Estep 
Score: -20423960.000000 Penalty: 5959.201172
	Iteration 19Q: 3 clusters Score -2.042396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -20423960.000000 Penalty: 5959.201172
	Iteration 20F: 3 clusters Score -2.042396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -20423964.000000 Penalty: 5959.201172
	Iteration 21Q: 3 clusters Score -2.042396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 164885 members 
Entering Unmasked Estep 
Score: -20423964.000000 Penalty: 5959.201172
	Iteration 22F: 3 clusters Score -2.042396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -773140.312500 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -773140.3 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 3373 members 
Entering Unmasked Estep 
Score: -767652.000000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -767652 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -769090.375000 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -769090.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -769372.750000 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -769372.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -769605.937500 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -769605.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -769846.687500 Penalty: 4364.332520
	Iteration 4Q: 3 clusters Score -769846.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -770094.562500 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -770094.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -770329.750000 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -770329.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -770549.000000 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -770549 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -770748.125000 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -770748.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -770959.250000 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -770959.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -771123.375000 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -771123.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -771276.000000 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -771276 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -771412.125000 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -771412.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -771530.250000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -771530.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -771624.187500 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -771624.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -771696.312500 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -771696.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -771772.750000 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -771772.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -771833.375000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -771833.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -771892.062500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -771892.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -771940.375000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -771940.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -771972.937500 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -771972.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -772001.375000 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -772001.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -772024.875000 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -772024.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -772038.375000 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -772038.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -772051.312500 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -772051.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -772062.812500 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -772062.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -772070.875000 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -772070.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -772080.312500 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -772080.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -772084.750000 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -772084.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -772088.187500 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -772088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -772090.812500 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -772090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -772092.375000 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -772092.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -772094.312500 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -772094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -772095.625000 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -772095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -772094.750000 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -772094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -772095.937500 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -772095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -772096.812500 Penalty: 4364.332520
	Iteration 36Q: 3 clusters Score -772096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -772096.812500 Penalty: 4364.332520
	Iteration 37F: 3 clusters Score -772096.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Entering Unmasked Estep 
Score: -20085450.000000 Penalty: 2975.239014
	Iteration 0F: 2 clusters Score -2.008545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -19978114.000000 Penalty: 5950.478027
	Iteration 0F: 3 clusters Score -1.997811e+07 nChanged 77497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -20023246.000000 Penalty: 5950.478027
	Iteration 1F: 3 clusters Score -2.002325e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -20024100.000000 Penalty: 5950.478027
	Iteration 2Q: 3 clusters Score -2.00241e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83654 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -20025070.000000 Penalty: 5950.478027
	Iteration 3Q: 3 clusters Score -2.002507e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -20026252.000000 Penalty: 5950.478027
	Iteration 4Q: 3 clusters Score -2.002625e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -20027636.000000 Penalty: 5950.478027
	Iteration 5Q: 3 clusters Score -2.002764e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -20029546.000000 Penalty: 5950.478027
	Iteration 6Q: 3 clusters Score -2.002955e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -20032386.000000 Penalty: 5950.478027
	Iteration 7Q: 3 clusters Score -2.003239e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -20036578.000000 Penalty: 5950.478027
	Iteration 8F: 3 clusters Score -2.003658e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -20043146.000000 Penalty: 5950.478027
	Iteration 9F: 3 clusters Score -2.004315e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -20052292.000000 Penalty: 5950.478027
	Iteration 10F: 3 clusters Score -2.005229e+07 nChanged 11877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -20062696.000000 Penalty: 5950.478027
	Iteration 11F: 3 clusters Score -2.00627e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145795 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -20071842.000000 Penalty: 5950.478027
	Iteration 12F: 3 clusters Score -2.007184e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152185 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -20077348.000000 Penalty: 5950.478027
	Iteration 13Q: 3 clusters Score -2.007735e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -20080212.000000 Penalty: 5950.478027
	Iteration 14Q: 3 clusters Score -2.008021e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -20081816.000000 Penalty: 5950.478027
	Iteration 15Q: 3 clusters Score -2.008182e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158448 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -20082802.000000 Penalty: 5950.478027
	Iteration 16Q: 3 clusters Score -2.00828e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158906 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20083310.000000 Penalty: 5950.478027
	Iteration 17Q: 3 clusters Score -2.008331e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159155 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -20083606.000000 Penalty: 5950.478027
	Iteration 18Q: 3 clusters Score -2.008361e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159315 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -20083784.000000 Penalty: 5950.478027
	Iteration 19Q: 3 clusters Score -2.008378e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159451 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -20083840.000000 Penalty: 5950.478027
	Iteration 20F: 3 clusters Score -2.008384e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20083900.000000 Penalty: 5950.478027
	Iteration 21Q: 3 clusters Score -2.00839e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -20084008.000000 Penalty: 5950.478027
	Iteration 22Q: 3 clusters Score -2.008401e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159649 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -20084014.000000 Penalty: 5950.478027
	Iteration 23Q: 3 clusters Score -2.008401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20084008.000000 Penalty: 5950.478027
	Iteration 24Q: 3 clusters Score -2.008401e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -20084020.000000 Penalty: 5950.478027
	Iteration 25Q: 3 clusters Score -2.008402e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -20084052.000000 Penalty: 5950.478027
	Iteration 26Q: 3 clusters Score -2.008405e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -20084054.000000 Penalty: 5950.478027
	Iteration 27Q: 3 clusters Score -2.008405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159833 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20084048.000000 Penalty: 5950.478027
	Iteration 28Q: 3 clusters Score -2.008405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -20084052.000000 Penalty: 5950.478027
	Iteration 29Q: 3 clusters Score -2.008405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -20084026.000000 Penalty: 5950.478027
	Iteration 30Q: 3 clusters Score -2.008403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159875 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20084052.000000 Penalty: 5950.478027
	Iteration 31Q: 3 clusters Score -2.008405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -20084052.000000 Penalty: 5950.478027
	Iteration 32Q: 3 clusters Score -2.008405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159895 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -20084046.000000 Penalty: 5950.478027
	Iteration 33Q: 3 clusters Score -2.008405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159900 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -20084050.000000 Penalty: 5950.478027
	Iteration 34Q: 3 clusters Score -2.008405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20084028.000000 Penalty: 5950.478027
	Iteration 35Q: 3 clusters Score -2.008403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20084038.000000 Penalty: 5950.478027
	Iteration 36Q: 3 clusters Score -2.008404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -20084034.000000 Penalty: 5950.478027
	Iteration 37Q: 3 clusters Score -2.008403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -20084058.000000 Penalty: 5950.478027
	Iteration 38Q: 3 clusters Score -2.008406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159910 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -20084050.000000 Penalty: 5950.478027
	Iteration 39Q: 3 clusters Score -2.008405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -20084052.000000 Penalty: 5950.478027
	Iteration 40F: 3 clusters Score -2.008405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -20084044.000000 Penalty: 5950.478027
	Iteration 41Q: 3 clusters Score -2.008404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20084066.000000 Penalty: 5950.478027
	Iteration 42Q: 3 clusters Score -2.008407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -20084066.000000 Penalty: 5950.478027
	Iteration 43Q: 3 clusters Score -2.008407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -20084072.000000 Penalty: 5950.478027
	Iteration 44Q: 3 clusters Score -2.008407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -20084068.000000 Penalty: 5950.478027
	Iteration 45Q: 3 clusters Score -2.008407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20084072.000000 Penalty: 5950.478027
	Iteration 46Q: 3 clusters Score -2.008407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159920 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -20084066.000000 Penalty: 5950.478027
	Iteration 47Q: 3 clusters Score -2.008407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20084062.000000 Penalty: 5950.478027
	Iteration 48Q: 3 clusters Score -2.008406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20084046.000000 Penalty: 5950.478027
	Iteration 49Q: 3 clusters Score -2.008405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20084046.000000 Penalty: 5950.478027
	Iteration 50F: 3 clusters Score -2.008405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (179944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179944 members 
Entering Unmasked Estep 
Score: -22030782.000000 Penalty: 3000.899414
	Iteration 0F: 2 clusters Score -2.203078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 89847 members 
Entering Unmasked Estep 
Score: -21912182.000000 Penalty: 6001.798828
	Iteration 0F: 3 clusters Score -2.191218e+07 nChanged 86192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -21961718.000000 Penalty: 6001.798828
	Iteration 1F: 3 clusters Score -2.196172e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -21962650.000000 Penalty: 6001.798828
	Iteration 2Q: 3 clusters Score -2.196265e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 86433 members 
Entering Unmasked Estep 
Score: -21963804.000000 Penalty: 6001.798828
	Iteration 3Q: 3 clusters Score -2.19638e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -21964998.000000 Penalty: 6001.798828
	Iteration 4Q: 3 clusters Score -2.1965e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -21966930.000000 Penalty: 6001.798828
	Iteration 5Q: 3 clusters Score -2.196693e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -21969654.000000 Penalty: 6001.798828
	Iteration 6Q: 3 clusters Score -2.196965e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -21973862.000000 Penalty: 6001.798828
	Iteration 7Q: 3 clusters Score -2.197386e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 68027 members 
Entering Unmasked Estep 
Score: -21980180.000000 Penalty: 6001.798828
	Iteration 8F: 3 clusters Score -2.198018e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119688 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -21988198.000000 Penalty: 6001.798828
	Iteration 9F: 3 clusters Score -2.19882e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127836 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -21996226.000000 Penalty: 6001.798828
	Iteration 10F: 3 clusters Score -2.199623e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135640 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -22003680.000000 Penalty: 6001.798828
	Iteration 11F: 3 clusters Score -2.200368e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -22009338.000000 Penalty: 6001.798828
	Iteration 12Q: 3 clusters Score -2.200934e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148128 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -22013578.000000 Penalty: 6001.798828
	Iteration 13Q: 3 clusters Score -2.201358e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -22016560.000000 Penalty: 6001.798828
	Iteration 14Q: 3 clusters Score -2.201656e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -22018538.000000 Penalty: 6001.798828
	Iteration 15Q: 3 clusters Score -2.201854e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -22020124.000000 Penalty: 6001.798828
	Iteration 16Q: 3 clusters Score -2.202012e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -22021548.000000 Penalty: 6001.798828
	Iteration 17Q: 3 clusters Score -2.202155e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -22022676.000000 Penalty: 6001.798828
	Iteration 18Q: 3 clusters Score -2.202268e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -22023776.000000 Penalty: 6001.798828
	Iteration 19Q: 3 clusters Score -2.202378e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -22024552.000000 Penalty: 6001.798828
	Iteration 20F: 3 clusters Score -2.202455e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -22025226.000000 Penalty: 6001.798828
	Iteration 21Q: 3 clusters Score -2.202523e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172434 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -22025962.000000 Penalty: 6001.798828
	Iteration 22Q: 3 clusters Score -2.202596e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173571 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -22026454.000000 Penalty: 6001.798828
	Iteration 23Q: 3 clusters Score -2.202645e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -22026798.000000 Penalty: 6001.798828
	Iteration 24Q: 3 clusters Score -2.20268e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175194 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -22027134.000000 Penalty: 6001.798828
	Iteration 25Q: 3 clusters Score -2.202713e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175793 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22027420.000000 Penalty: 6001.798828
	Iteration 26Q: 3 clusters Score -2.202742e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -22027536.000000 Penalty: 6001.798828
	Iteration 27Q: 3 clusters Score -2.202754e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176680 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -22027724.000000 Penalty: 6001.798828
	Iteration 28Q: 3 clusters Score -2.202772e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176993 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -22027852.000000 Penalty: 6001.798828
	Iteration 29Q: 3 clusters Score -2.202785e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177214 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -22027916.000000 Penalty: 6001.798828
	Iteration 30Q: 3 clusters Score -2.202792e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177390 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22028012.000000 Penalty: 6001.798828
	Iteration 31Q: 3 clusters Score -2.202801e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177538 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -22028042.000000 Penalty: 6001.798828
	Iteration 32Q: 3 clusters Score -2.202804e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177680 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -22028190.000000 Penalty: 6001.798828
	Iteration 33Q: 3 clusters Score -2.202819e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177784 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22028252.000000 Penalty: 6001.798828
	Iteration 34Q: 3 clusters Score -2.202825e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -22028286.000000 Penalty: 6001.798828
	Iteration 35Q: 3 clusters Score -2.202829e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177935 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -22028362.000000 Penalty: 6001.798828
	Iteration 36Q: 3 clusters Score -2.202836e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177996 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22028384.000000 Penalty: 6001.798828
	Iteration 37Q: 3 clusters Score -2.202838e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178044 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -22028430.000000 Penalty: 6001.798828
	Iteration 38Q: 3 clusters Score -2.202843e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178096 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22028468.000000 Penalty: 6001.798828
	Iteration 39Q: 3 clusters Score -2.202847e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178134 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22028480.000000 Penalty: 6001.798828
	Iteration 40F: 3 clusters Score -2.202848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178164 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -22028524.000000 Penalty: 6001.798828
	Iteration 41Q: 3 clusters Score -2.202852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178193 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22028584.000000 Penalty: 6001.798828
	Iteration 42Q: 3 clusters Score -2.202858e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178225 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22028584.000000 Penalty: 6001.798828
	Iteration 43Q: 3 clusters Score -2.202858e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178251 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -22028612.000000 Penalty: 6001.798828
	Iteration 44Q: 3 clusters Score -2.202861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178276 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22028652.000000 Penalty: 6001.798828
	Iteration 45Q: 3 clusters Score -2.202865e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -22028686.000000 Penalty: 6001.798828
	Iteration 46Q: 3 clusters Score -2.202869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -22028724.000000 Penalty: 6001.798828
	Iteration 47Q: 3 clusters Score -2.202872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178320 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22028738.000000 Penalty: 6001.798828
	Iteration 48Q: 3 clusters Score -2.202874e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178337 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22028746.000000 Penalty: 6001.798828
	Iteration 49Q: 3 clusters Score -2.202875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178347 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -22028764.000000 Penalty: 6001.798828
	Iteration 50Q: 3 clusters Score -2.202876e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -22028776.000000 Penalty: 6001.798828
	Iteration 51Q: 3 clusters Score -2.202878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -22028780.000000 Penalty: 6001.798828
	Iteration 52Q: 3 clusters Score -2.202878e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -22028784.000000 Penalty: 6001.798828
	Iteration 53Q: 3 clusters Score -2.202878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -22028814.000000 Penalty: 6001.798828
	Iteration 54Q: 3 clusters Score -2.202881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178381 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22028796.000000 Penalty: 6001.798828
	Iteration 55Q: 3 clusters Score -2.20288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22028826.000000 Penalty: 6001.798828
	Iteration 56Q: 3 clusters Score -2.202883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178391 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22028814.000000 Penalty: 6001.798828
	Iteration 57Q: 3 clusters Score -2.202881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22028812.000000 Penalty: 6001.798828
	Iteration 58Q: 3 clusters Score -2.202881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -22028818.000000 Penalty: 6001.798828
	Iteration 59Q: 3 clusters Score -2.202882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -22028828.000000 Penalty: 6001.798828
	Iteration 60F: 3 clusters Score -2.202883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178391 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -22028840.000000 Penalty: 6001.798828
	Iteration 61Q: 3 clusters Score -2.202884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178389 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22028874.000000 Penalty: 6001.798828
	Iteration 62Q: 3 clusters Score -2.202887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22028852.000000 Penalty: 6001.798828
	Iteration 63Q: 3 clusters Score -2.202885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22028854.000000 Penalty: 6001.798828
	Iteration 64Q: 3 clusters Score -2.202885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22028866.000000 Penalty: 6001.798828
	Iteration 65Q: 3 clusters Score -2.202887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178386 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22028876.000000 Penalty: 6001.798828
	Iteration 66Q: 3 clusters Score -2.202888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22028860.000000 Penalty: 6001.798828
	Iteration 67Q: 3 clusters Score -2.202886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178392 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22028856.000000 Penalty: 6001.798828
	Iteration 68Q: 3 clusters Score -2.202886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22028846.000000 Penalty: 6001.798828
	Iteration 69Q: 3 clusters Score -2.202885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178399 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -22028832.000000 Penalty: 6001.798828
	Iteration 70Q: 3 clusters Score -2.202883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22028832.000000 Penalty: 6001.798828
	Iteration 71Q: 3 clusters Score -2.202883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22028826.000000 Penalty: 6001.798828
	Iteration 72Q: 3 clusters Score -2.202883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22028836.000000 Penalty: 6001.798828
	Iteration 73Q: 3 clusters Score -2.202884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -22028842.000000 Penalty: 6001.798828
	Iteration 74Q: 3 clusters Score -2.202884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -22028836.000000 Penalty: 6001.798828
	Iteration 75Q: 3 clusters Score -2.202884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -22028822.000000 Penalty: 6001.798828
	Iteration 76Q: 3 clusters Score -2.202882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22028816.000000 Penalty: 6001.798828
	Iteration 77Q: 3 clusters Score -2.202882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22028828.000000 Penalty: 6001.798828
	Iteration 78Q: 3 clusters Score -2.202883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22028820.000000 Penalty: 6001.798828
	Iteration 79Q: 3 clusters Score -2.202882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22028822.000000 Penalty: 6001.798828
	Iteration 80F: 3 clusters Score -2.202882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178405 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -22028828.000000 Penalty: 6001.798828
	Iteration 81Q: 3 clusters Score -2.202883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22028822.000000 Penalty: 6001.798828
	Iteration 82Q: 3 clusters Score -2.202882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22028822.000000 Penalty: 6001.798828
	Iteration 83F: 3 clusters Score -2.202882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (193560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193560 members 
Entering Unmasked Estep 
Score: -23877400.000000 Penalty: 3018.989014
	Iteration 0F: 2 clusters Score -2.38774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -23753092.000000 Penalty: 6037.978027
	Iteration 0F: 3 clusters Score -2.375309e+07 nChanged 92881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -23807952.000000 Penalty: 6037.978027
	Iteration 1F: 3 clusters Score -2.380795e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -23808904.000000 Penalty: 6037.978027
	Iteration 2Q: 3 clusters Score -2.38089e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -23809854.000000 Penalty: 6037.978027
	Iteration 3Q: 3 clusters Score -2.380985e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -23811102.000000 Penalty: 6037.978027
	Iteration 4Q: 3 clusters Score -2.38111e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -23812784.000000 Penalty: 6037.978027
	Iteration 5Q: 3 clusters Score -2.381278e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86608 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -23815334.000000 Penalty: 6037.978027
	Iteration 6Q: 3 clusters Score -2.381533e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 112670 members 
Entering Unmasked Estep 
Score: -23818938.000000 Penalty: 6037.978027
	Iteration 7Q: 3 clusters Score -2.381894e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -23824236.000000 Penalty: 6037.978027
	Iteration 8Q: 3 clusters Score -2.382424e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 130479 members 
Entering Unmasked Estep 
Score: -23831638.000000 Penalty: 6037.978027
	Iteration 9F: 3 clusters Score -2.383164e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -23840658.000000 Penalty: 6037.978027
	Iteration 10F: 3 clusters Score -2.384066e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 153202 members 
Entering Unmasked Estep 
Score: -23849480.000000 Penalty: 6037.978027
	Iteration 11F: 3 clusters Score -2.384948e+07 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -23856702.000000 Penalty: 6037.978027
	Iteration 12F: 3 clusters Score -2.38567e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -23861848.000000 Penalty: 6037.978027
	Iteration 13Q: 3 clusters Score -2.386185e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -23865618.000000 Penalty: 6037.978027
	Iteration 14Q: 3 clusters Score -2.386562e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 181804 members 
Entering Unmasked Estep 
Score: -23868244.000000 Penalty: 6037.978027
	Iteration 15Q: 3 clusters Score -2.386824e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 185245 members 
Entering Unmasked Estep 
Score: -23870090.000000 Penalty: 6037.978027
	Iteration 16Q: 3 clusters Score -2.387009e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 187686 members 
Entering Unmasked Estep 
Score: -23871470.000000 Penalty: 6037.978027
	Iteration 17Q: 3 clusters Score -2.387147e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 189391 members 
Entering Unmasked Estep 
Score: -23872520.000000 Penalty: 6037.978027
	Iteration 18Q: 3 clusters Score -2.387252e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 190569 members 
Entering Unmasked Estep 
Score: -23873266.000000 Penalty: 6037.978027
	Iteration 19Q: 3 clusters Score -2.387327e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 191318 members 
Entering Unmasked Estep 
Score: -23873802.000000 Penalty: 6037.978027
	Iteration 20F: 3 clusters Score -2.38738e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 191808 members 
Entering Unmasked Estep 
Score: -23874128.000000 Penalty: 6037.978027
	Iteration 21Q: 3 clusters Score -2.387413e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 192113 members 
Entering Unmasked Estep 
Score: -23874304.000000 Penalty: 6037.978027
	Iteration 22Q: 3 clusters Score -2.38743e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 192302 members 
Entering Unmasked Estep 
Score: -23874428.000000 Penalty: 6037.978027
	Iteration 23Q: 3 clusters Score -2.387443e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 192420 members 
Entering Unmasked Estep 
Score: -23874534.000000 Penalty: 6037.978027
	Iteration 24Q: 3 clusters Score -2.387453e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -23874600.000000 Penalty: 6037.978027
	Iteration 25Q: 3 clusters Score -2.38746e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 192569 members 
Entering Unmasked Estep 
Score: -23874652.000000 Penalty: 6037.978027
	Iteration 26Q: 3 clusters Score -2.387465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 192623 members 
Entering Unmasked Estep 
Score: -23874700.000000 Penalty: 6037.978027
	Iteration 27Q: 3 clusters Score -2.38747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 192660 members 
Entering Unmasked Estep 
Score: -23874732.000000 Penalty: 6037.978027
	Iteration 28Q: 3 clusters Score -2.387473e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 192694 members 
Entering Unmasked Estep 
Score: -23874780.000000 Penalty: 6037.978027
	Iteration 29Q: 3 clusters Score -2.387478e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 192716 members 
Entering Unmasked Estep 
Score: -23874792.000000 Penalty: 6037.978027
	Iteration 30Q: 3 clusters Score -2.387479e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 192741 members 
Entering Unmasked Estep 
Score: -23874774.000000 Penalty: 6037.978027
	Iteration 31Q: 3 clusters Score -2.387477e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 192757 members 
Entering Unmasked Estep 
Score: -23874784.000000 Penalty: 6037.978027
	Iteration 32Q: 3 clusters Score -2.387478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 192772 members 
Entering Unmasked Estep 
Score: -23874786.000000 Penalty: 6037.978027
	Iteration 33Q: 3 clusters Score -2.387479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 192779 members 
Entering Unmasked Estep 
Score: -23874808.000000 Penalty: 6037.978027
	Iteration 34Q: 3 clusters Score -2.387481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 192787 members 
Entering Unmasked Estep 
Score: -23874820.000000 Penalty: 6037.978027
	Iteration 35Q: 3 clusters Score -2.387482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 192794 members 
Entering Unmasked Estep 
Score: -23874822.000000 Penalty: 6037.978027
	Iteration 36Q: 3 clusters Score -2.387482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 192800 members 
Entering Unmasked Estep 
Score: -23874800.000000 Penalty: 6037.978027
	Iteration 37Q: 3 clusters Score -2.38748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 192806 members 
Entering Unmasked Estep 
Score: -23874832.000000 Penalty: 6037.978027
	Iteration 38Q: 3 clusters Score -2.387483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -23874848.000000 Penalty: 6037.978027
	Iteration 39Q: 3 clusters Score -2.387485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -23874828.000000 Penalty: 6037.978027
	Iteration 40F: 3 clusters Score -2.387483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -23874850.000000 Penalty: 6037.978027
	Iteration 41Q: 3 clusters Score -2.387485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 192814 members 
Entering Unmasked Estep 
Score: -23874844.000000 Penalty: 6037.978027
	Iteration 42Q: 3 clusters Score -2.387484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 192815 members 
Entering Unmasked Estep 
Score: -23874850.000000 Penalty: 6037.978027
	Iteration 43Q: 3 clusters Score -2.387485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 192817 members 
Entering Unmasked Estep 
Score: -23874854.000000 Penalty: 6037.978027
	Iteration 44Q: 3 clusters Score -2.387485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 192818 members 
Entering Unmasked Estep 
Score: -23874848.000000 Penalty: 6037.978027
	Iteration 45Q: 3 clusters Score -2.387485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 192820 members 
Entering Unmasked Estep 
Score: -23874844.000000 Penalty: 6037.978027
	Iteration 46Q: 3 clusters Score -2.387484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 192820 members 
Entering Unmasked Estep 
Score: -23874848.000000 Penalty: 6037.978027
	Iteration 47Q: 3 clusters Score -2.387485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 192821 members 
Entering Unmasked Estep 
Score: -23874852.000000 Penalty: 6037.978027
	Iteration 48Q: 3 clusters Score -2.387485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 192822 members 
Entering Unmasked Estep 
Score: -23874842.000000 Penalty: 6037.978027
	Iteration 49Q: 3 clusters Score -2.387484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 192822 members 
Entering Unmasked Estep 
Score: -23874842.000000 Penalty: 6037.978027
	Iteration 50F: 3 clusters Score -2.387484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Entering Unmasked Estep 
Score: -11375494.000000 Penalty: 2833.313477
	Iteration 0F: 2 clusters Score -1.137549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -11314341.000000 Penalty: 5666.626953
	Iteration 0F: 3 clusters Score -1.131434e+07 nChanged 43168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -11338831.000000 Penalty: 5666.626953
	Iteration 1F: 3 clusters Score -1.133883e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -11339659.000000 Penalty: 5666.626953
	Iteration 2Q: 3 clusters Score -1.133966e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -11340830.000000 Penalty: 5666.626953
	Iteration 3Q: 3 clusters Score -1.134083e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -11342548.000000 Penalty: 5666.626953
	Iteration 4Q: 3 clusters Score -1.134255e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -11345612.000000 Penalty: 5666.626953
	Iteration 5F: 3 clusters Score -1.134561e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 67133 members 
Entering Unmasked Estep 
Score: -11350565.000000 Penalty: 5666.626953
	Iteration 6F: 3 clusters Score -1.135056e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -11357089.000000 Penalty: 5666.626953
	Iteration 7F: 3 clusters Score -1.135709e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 81910 members 
Entering Unmasked Estep 
Score: -11363970.000000 Penalty: 5666.626953
	Iteration 8F: 3 clusters Score -1.136397e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -11369062.000000 Penalty: 5666.626953
	Iteration 9F: 3 clusters Score -1.136906e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -11371533.000000 Penalty: 5666.626953
	Iteration 10Q: 3 clusters Score -1.137153e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -11372441.000000 Penalty: 5666.626953
	Iteration 11Q: 3 clusters Score -1.137244e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -11372746.000000 Penalty: 5666.626953
	Iteration 12Q: 3 clusters Score -1.137275e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -11372893.000000 Penalty: 5666.626953
	Iteration 13Q: 3 clusters Score -1.137289e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 91251 members 
Entering Unmasked Estep 
Score: -11372942.000000 Penalty: 5666.626953
	Iteration 14Q: 3 clusters Score -1.137294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -11372966.000000 Penalty: 5666.626953
	Iteration 15Q: 3 clusters Score -1.137297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -11372985.000000 Penalty: 5666.626953
	Iteration 16Q: 3 clusters Score -1.137298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -11373012.000000 Penalty: 5666.626953
	Iteration 17Q: 3 clusters Score -1.137301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -11373028.000000 Penalty: 5666.626953
	Iteration 18Q: 3 clusters Score -1.137303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -11373026.000000 Penalty: 5666.626953
	Iteration 19Q: 3 clusters Score -1.137303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -11373029.000000 Penalty: 5666.626953
	Iteration 20F: 3 clusters Score -1.137303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Entering Unmasked Estep 
Score: -20089144.000000 Penalty: 2978.141113
	Iteration 0F: 2 clusters Score -2.008914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -19979942.000000 Penalty: 5956.282227
	Iteration 0F: 3 clusters Score -1.997994e+07 nChanged 78500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -20025902.000000 Penalty: 5956.282227
	Iteration 1F: 3 clusters Score -2.00259e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -20027518.000000 Penalty: 5956.282227
	Iteration 2Q: 3 clusters Score -2.002752e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -20030392.000000 Penalty: 5956.282227
	Iteration 3Q: 3 clusters Score -2.003039e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -20035854.000000 Penalty: 5956.282227
	Iteration 4F: 3 clusters Score -2.003585e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112387 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -20045124.000000 Penalty: 5956.282227
	Iteration 5F: 3 clusters Score -2.004512e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -20057922.000000 Penalty: 5956.282227
	Iteration 6F: 3 clusters Score -2.005792e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134300 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -20071236.000000 Penalty: 5956.282227
	Iteration 7F: 3 clusters Score -2.007124e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139566 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -20081218.000000 Penalty: 5956.282227
	Iteration 8F: 3 clusters Score -2.008122e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141130 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -20085084.000000 Penalty: 5956.282227
	Iteration 9Q: 3 clusters Score -2.008508e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141968 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -20086448.000000 Penalty: 5956.282227
	Iteration 10Q: 3 clusters Score -2.008645e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142632 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -20087150.000000 Penalty: 5956.282227
	Iteration 11Q: 3 clusters Score -2.008715e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -20087672.000000 Penalty: 5956.282227
	Iteration 12Q: 3 clusters Score -2.008767e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -20088034.000000 Penalty: 5956.282227
	Iteration 13Q: 3 clusters Score -2.008803e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144150 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -20088184.000000 Penalty: 5956.282227
	Iteration 14Q: 3 clusters Score -2.008818e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144553 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -20088228.000000 Penalty: 5956.282227
	Iteration 15Q: 3 clusters Score -2.008823e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -20088302.000000 Penalty: 5956.282227
	Iteration 16Q: 3 clusters Score -2.00883e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145272 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -20088386.000000 Penalty: 5956.282227
	Iteration 17Q: 3 clusters Score -2.008839e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145570 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -20088438.000000 Penalty: 5956.282227
	Iteration 18Q: 3 clusters Score -2.008844e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145861 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -20088462.000000 Penalty: 5956.282227
	Iteration 19Q: 3 clusters Score -2.008846e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146134 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -20088468.000000 Penalty: 5956.282227
	Iteration 20F: 3 clusters Score -2.008847e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -20088514.000000 Penalty: 5956.282227
	Iteration 21Q: 3 clusters Score -2.008851e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146636 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -20088598.000000 Penalty: 5956.282227
	Iteration 22Q: 3 clusters Score -2.00886e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146849 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -20088616.000000 Penalty: 5956.282227
	Iteration 23Q: 3 clusters Score -2.008862e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -20088640.000000 Penalty: 5956.282227
	Iteration 24Q: 3 clusters Score -2.008864e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147271 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -20088654.000000 Penalty: 5956.282227
	Iteration 25Q: 3 clusters Score -2.008865e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -20088668.000000 Penalty: 5956.282227
	Iteration 26Q: 3 clusters Score -2.008867e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -20088714.000000 Penalty: 5956.282227
	Iteration 27Q: 3 clusters Score -2.008871e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -20088746.000000 Penalty: 5956.282227
	Iteration 28Q: 3 clusters Score -2.008875e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -20088738.000000 Penalty: 5956.282227
	Iteration 29Q: 3 clusters Score -2.008874e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148324 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -20088720.000000 Penalty: 5956.282227
	Iteration 30Q: 3 clusters Score -2.008872e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -20088760.000000 Penalty: 5956.282227
	Iteration 31Q: 3 clusters Score -2.008876e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148701 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -20088724.000000 Penalty: 5956.282227
	Iteration 32Q: 3 clusters Score -2.008872e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148868 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -20088700.000000 Penalty: 5956.282227
	Iteration 33Q: 3 clusters Score -2.00887e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -20088702.000000 Penalty: 5956.282227
	Iteration 34Q: 3 clusters Score -2.00887e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -20088692.000000 Penalty: 5956.282227
	Iteration 35Q: 3 clusters Score -2.008869e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -20088658.000000 Penalty: 5956.282227
	Iteration 36Q: 3 clusters Score -2.008866e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149444 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -20088642.000000 Penalty: 5956.282227
	Iteration 37Q: 3 clusters Score -2.008864e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -20088646.000000 Penalty: 5956.282227
	Iteration 38Q: 3 clusters Score -2.008865e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -20088648.000000 Penalty: 5956.282227
	Iteration 39Q: 3 clusters Score -2.008865e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149774 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -20088620.000000 Penalty: 5956.282227
	Iteration 40F: 3 clusters Score -2.008862e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149877 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -20088656.000000 Penalty: 5956.282227
	Iteration 41Q: 3 clusters Score -2.008866e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149978 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -20088664.000000 Penalty: 5956.282227
	Iteration 42Q: 3 clusters Score -2.008866e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150069 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -20088662.000000 Penalty: 5956.282227
	Iteration 43Q: 3 clusters Score -2.008866e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -20088674.000000 Penalty: 5956.282227
	Iteration 44Q: 3 clusters Score -2.008867e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -20088672.000000 Penalty: 5956.282227
	Iteration 45Q: 3 clusters Score -2.008867e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -20088690.000000 Penalty: 5956.282227
	Iteration 46Q: 3 clusters Score -2.008869e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -20088708.000000 Penalty: 5956.282227
	Iteration 47Q: 3 clusters Score -2.008871e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150484 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -20088696.000000 Penalty: 5956.282227
	Iteration 48Q: 3 clusters Score -2.00887e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -20088696.000000 Penalty: 5956.282227
	Iteration 49Q: 3 clusters Score -2.00887e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -20088710.000000 Penalty: 5956.282227
	Iteration 50Q: 3 clusters Score -2.008871e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150714 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -20088726.000000 Penalty: 5956.282227
	Iteration 51Q: 3 clusters Score -2.008873e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -20088704.000000 Penalty: 5956.282227
	Iteration 52Q: 3 clusters Score -2.00887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -20088708.000000 Penalty: 5956.282227
	Iteration 53Q: 3 clusters Score -2.008871e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -20088690.000000 Penalty: 5956.282227
	Iteration 54Q: 3 clusters Score -2.008869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -20088686.000000 Penalty: 5956.282227
	Iteration 55Q: 3 clusters Score -2.008869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150987 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -20088670.000000 Penalty: 5956.282227
	Iteration 56Q: 3 clusters Score -2.008867e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -20088654.000000 Penalty: 5956.282227
	Iteration 57Q: 3 clusters Score -2.008865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -20088662.000000 Penalty: 5956.282227
	Iteration 58Q: 3 clusters Score -2.008866e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151128 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -20088678.000000 Penalty: 5956.282227
	Iteration 59Q: 3 clusters Score -2.008868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151183 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -20088684.000000 Penalty: 5956.282227
	Iteration 60F: 3 clusters Score -2.008868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151238 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -20088700.000000 Penalty: 5956.282227
	Iteration 61Q: 3 clusters Score -2.00887e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151285 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -20088674.000000 Penalty: 5956.282227
	Iteration 62Q: 3 clusters Score -2.008867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -20088670.000000 Penalty: 5956.282227
	Iteration 63Q: 3 clusters Score -2.008867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151385 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -20088680.000000 Penalty: 5956.282227
	Iteration 64Q: 3 clusters Score -2.008868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -20088658.000000 Penalty: 5956.282227
	Iteration 65Q: 3 clusters Score -2.008866e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -20088688.000000 Penalty: 5956.282227
	Iteration 66Q: 3 clusters Score -2.008869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -20088682.000000 Penalty: 5956.282227
	Iteration 67Q: 3 clusters Score -2.008868e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151550 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -20088668.000000 Penalty: 5956.282227
	Iteration 68Q: 3 clusters Score -2.008867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -20088666.000000 Penalty: 5956.282227
	Iteration 69Q: 3 clusters Score -2.008867e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151631 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -20088672.000000 Penalty: 5956.282227
	Iteration 70Q: 3 clusters Score -2.008867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -20088674.000000 Penalty: 5956.282227
	Iteration 71Q: 3 clusters Score -2.008867e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -20088644.000000 Penalty: 5956.282227
	Iteration 72Q: 3 clusters Score -2.008864e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -20088666.000000 Penalty: 5956.282227
	Iteration 73Q: 3 clusters Score -2.008867e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151846 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -20088694.000000 Penalty: 5956.282227
	Iteration 74Q: 3 clusters Score -2.008869e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151894 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -20088682.000000 Penalty: 5956.282227
	Iteration 75Q: 3 clusters Score -2.008868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151938 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -20088698.000000 Penalty: 5956.282227
	Iteration 76Q: 3 clusters Score -2.00887e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -20088690.000000 Penalty: 5956.282227
	Iteration 77Q: 3 clusters Score -2.008869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -20088664.000000 Penalty: 5956.282227
	Iteration 78Q: 3 clusters Score -2.008866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -20088672.000000 Penalty: 5956.282227
	Iteration 79Q: 3 clusters Score -2.008867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152064 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -20088680.000000 Penalty: 5956.282227
	Iteration 80F: 3 clusters Score -2.008868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -20088660.000000 Penalty: 5956.282227
	Iteration 81Q: 3 clusters Score -2.008866e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -20088686.000000 Penalty: 5956.282227
	Iteration 82Q: 3 clusters Score -2.008869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -20088676.000000 Penalty: 5956.282227
	Iteration 83Q: 3 clusters Score -2.008868e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -20088680.000000 Penalty: 5956.282227
	Iteration 84Q: 3 clusters Score -2.008868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -20088694.000000 Penalty: 5956.282227
	Iteration 85Q: 3 clusters Score -2.008869e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -20088710.000000 Penalty: 5956.282227
	Iteration 86Q: 3 clusters Score -2.008871e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152440 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -20088692.000000 Penalty: 5956.282227
	Iteration 87Q: 3 clusters Score -2.008869e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152513 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -20088650.000000 Penalty: 5956.282227
	Iteration 88Q: 3 clusters Score -2.008865e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -20088670.000000 Penalty: 5956.282227
	Iteration 89Q: 3 clusters Score -2.008867e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -20088644.000000 Penalty: 5956.282227
	Iteration 90Q: 3 clusters Score -2.008864e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -20088650.000000 Penalty: 5956.282227
	Iteration 91Q: 3 clusters Score -2.008865e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152756 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -20088670.000000 Penalty: 5956.282227
	Iteration 92Q: 3 clusters Score -2.008867e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -20088626.000000 Penalty: 5956.282227
	Iteration 93Q: 3 clusters Score -2.008863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152856 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -20088610.000000 Penalty: 5956.282227
	Iteration 94Q: 3 clusters Score -2.008861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152915 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -20088590.000000 Penalty: 5956.282227
	Iteration 95Q: 3 clusters Score -2.008859e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152975 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -20088588.000000 Penalty: 5956.282227
	Iteration 96Q: 3 clusters Score -2.008859e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153025 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -20088616.000000 Penalty: 5956.282227
	Iteration 97Q: 3 clusters Score -2.008862e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153069 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -20088588.000000 Penalty: 5956.282227
	Iteration 98Q: 3 clusters Score -2.008859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153112 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -20088572.000000 Penalty: 5956.282227
	Iteration 99Q: 3 clusters Score -2.008857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -20088608.000000 Penalty: 5956.282227
	Iteration 100F: 3 clusters Score -2.008861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153216 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -20088570.000000 Penalty: 5956.282227
	Iteration 101Q: 3 clusters Score -2.008857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -20088558.000000 Penalty: 5956.282227
	Iteration 102Q: 3 clusters Score -2.008856e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -20088540.000000 Penalty: 5956.282227
	Iteration 103Q: 3 clusters Score -2.008854e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -20088536.000000 Penalty: 5956.282227
	Iteration 104Q: 3 clusters Score -2.008854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -20088580.000000 Penalty: 5956.282227
	Iteration 105Q: 3 clusters Score -2.008858e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -20088574.000000 Penalty: 5956.282227
	Iteration 106Q: 3 clusters Score -2.008857e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153587 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -20088608.000000 Penalty: 5956.282227
	Iteration 107Q: 3 clusters Score -2.008861e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -20088622.000000 Penalty: 5956.282227
	Iteration 108Q: 3 clusters Score -2.008862e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153714 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -20088604.000000 Penalty: 5956.282227
	Iteration 109Q: 3 clusters Score -2.00886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153769 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -20088614.000000 Penalty: 5956.282227
	Iteration 110Q: 3 clusters Score -2.008861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153824 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -20088600.000000 Penalty: 5956.282227
	Iteration 111Q: 3 clusters Score -2.00886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -20088610.000000 Penalty: 5956.282227
	Iteration 112Q: 3 clusters Score -2.008861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -20088590.000000 Penalty: 5956.282227
	Iteration 113Q: 3 clusters Score -2.008859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153962 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -20088596.000000 Penalty: 5956.282227
	Iteration 114Q: 3 clusters Score -2.00886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154006 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -20088596.000000 Penalty: 5956.282227
	Iteration 115Q: 3 clusters Score -2.00886e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -20088596.000000 Penalty: 5956.282227
	Iteration 116Q: 3 clusters Score -2.00886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -20088586.000000 Penalty: 5956.282227
	Iteration 117Q: 3 clusters Score -2.008859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -20088588.000000 Penalty: 5956.282227
	Iteration 118Q: 3 clusters Score -2.008859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -20088570.000000 Penalty: 5956.282227
	Iteration 119Q: 3 clusters Score -2.008857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154161 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -20088574.000000 Penalty: 5956.282227
	Iteration 120F: 3 clusters Score -2.008857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -20088548.000000 Penalty: 5956.282227
	Iteration 121Q: 3 clusters Score -2.008855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -20088556.000000 Penalty: 5956.282227
	Iteration 122Q: 3 clusters Score -2.008856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -20088560.000000 Penalty: 5956.282227
	Iteration 123Q: 3 clusters Score -2.008856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154238 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -20088550.000000 Penalty: 5956.282227
	Iteration 124Q: 3 clusters Score -2.008855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -20088552.000000 Penalty: 5956.282227
	Iteration 125Q: 3 clusters Score -2.008855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -20088544.000000 Penalty: 5956.282227
	Iteration 126Q: 3 clusters Score -2.008854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154287 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -20088556.000000 Penalty: 5956.282227
	Iteration 127Q: 3 clusters Score -2.008856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154301 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -20088592.000000 Penalty: 5956.282227
	Iteration 128Q: 3 clusters Score -2.008859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -20088568.000000 Penalty: 5956.282227
	Iteration 129Q: 3 clusters Score -2.008857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -20088576.000000 Penalty: 5956.282227
	Iteration 130Q: 3 clusters Score -2.008858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -20088560.000000 Penalty: 5956.282227
	Iteration 131Q: 3 clusters Score -2.008856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -20088566.000000 Penalty: 5956.282227
	Iteration 132Q: 3 clusters Score -2.008857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154337 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -20088568.000000 Penalty: 5956.282227
	Iteration 133Q: 3 clusters Score -2.008857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -20088558.000000 Penalty: 5956.282227
	Iteration 134Q: 3 clusters Score -2.008856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154349 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -20088560.000000 Penalty: 5956.282227
	Iteration 135Q: 3 clusters Score -2.008856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154361 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -20088546.000000 Penalty: 5956.282227
	Iteration 136Q: 3 clusters Score -2.008855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154372 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -20088566.000000 Penalty: 5956.282227
	Iteration 137Q: 3 clusters Score -2.008857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -20088560.000000 Penalty: 5956.282227
	Iteration 138Q: 3 clusters Score -2.008856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154398 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -20088546.000000 Penalty: 5956.282227
	Iteration 139Q: 3 clusters Score -2.008855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -20088558.000000 Penalty: 5956.282227
	Iteration 140F: 3 clusters Score -2.008856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154432 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -20088550.000000 Penalty: 5956.282227
	Iteration 141Q: 3 clusters Score -2.008855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -20088562.000000 Penalty: 5956.282227
	Iteration 142Q: 3 clusters Score -2.008856e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154460 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -20088568.000000 Penalty: 5956.282227
	Iteration 143Q: 3 clusters Score -2.008857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154472 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -20088570.000000 Penalty: 5956.282227
	Iteration 144Q: 3 clusters Score -2.008857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -20088556.000000 Penalty: 5956.282227
	Iteration 145Q: 3 clusters Score -2.008856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -20088558.000000 Penalty: 5956.282227
	Iteration 146Q: 3 clusters Score -2.008856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -20088554.000000 Penalty: 5956.282227
	Iteration 147Q: 3 clusters Score -2.008855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154505 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -20088568.000000 Penalty: 5956.282227
	Iteration 148Q: 3 clusters Score -2.008857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154518 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -20088564.000000 Penalty: 5956.282227
	Iteration 149Q: 3 clusters Score -2.008856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -20088570.000000 Penalty: 5956.282227
	Iteration 150Q: 3 clusters Score -2.008857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -20088560.000000 Penalty: 5956.282227
	Iteration 151Q: 3 clusters Score -2.008856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -20088556.000000 Penalty: 5956.282227
	Iteration 152Q: 3 clusters Score -2.008856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -20088564.000000 Penalty: 5956.282227
	Iteration 153Q: 3 clusters Score -2.008856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -20088562.000000 Penalty: 5956.282227
	Iteration 154Q: 3 clusters Score -2.008856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154563 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -20088568.000000 Penalty: 5956.282227
	Iteration 155Q: 3 clusters Score -2.008857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -20088570.000000 Penalty: 5956.282227
	Iteration 156Q: 3 clusters Score -2.008857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154571 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -20088548.000000 Penalty: 5956.282227
	Iteration 157Q: 3 clusters Score -2.008855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154577 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -20088560.000000 Penalty: 5956.282227
	Iteration 158Q: 3 clusters Score -2.008856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154584 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -20088552.000000 Penalty: 5956.282227
	Iteration 159Q: 3 clusters Score -2.008855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154590 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -20088564.000000 Penalty: 5956.282227
	Iteration 160F: 3 clusters Score -2.008856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154593 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -20088566.000000 Penalty: 5956.282227
	Iteration 161Q: 3 clusters Score -2.008857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -20088570.000000 Penalty: 5956.282227
	Iteration 162Q: 3 clusters Score -2.008857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -20088578.000000 Penalty: 5956.282227
	Iteration 163Q: 3 clusters Score -2.008858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154596 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -20088578.000000 Penalty: 5956.282227
	Iteration 164F: 3 clusters Score -2.008858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -85686.304688 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -85686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83913.164062 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -83913.16 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84186.695312 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -84186.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84308.046875 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -84308.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84378.921875 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -84378.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84449.070312 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -84449.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84522.984375 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -84522.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84606.015625 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -84606.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84775.687500 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -84775.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84901.289062 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -84901.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84951.968750 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -84951.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84966.585938 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -84966.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84974.015625 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -84974.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84982.140625 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -84982.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84996.242188 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -84996.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85001.312500 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -85001.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85012.250000 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -85012.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85018.937500 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -85018.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85018.937500 Penalty: 3293.378418
	Iteration 17F: 3 clusters Score -85018.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Entering Unmasked Estep 
Score: -9289772.000000 Penalty: 2793.892090
	Iteration 0F: 2 clusters Score -9289772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9237185.000000 Penalty: 5587.784180
	Iteration 0F: 3 clusters Score -9237185 nChanged 36802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9257668.000000 Penalty: 5587.784180
	Iteration 1F: 3 clusters Score -9257668 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -9258173.000000 Penalty: 5587.784180
	Iteration 2Q: 3 clusters Score -9258173 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -9258650.000000 Penalty: 5587.784180
	Iteration 3Q: 3 clusters Score -9258650 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -9259240.000000 Penalty: 5587.784180
	Iteration 4Q: 3 clusters Score -9259240 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -9259925.000000 Penalty: 5587.784180
	Iteration 5Q: 3 clusters Score -9259925 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -9261041.000000 Penalty: 5587.784180
	Iteration 6Q: 3 clusters Score -9261041 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -9262953.000000 Penalty: 5587.784180
	Iteration 7Q: 3 clusters Score -9262953 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -9266308.000000 Penalty: 5587.784180
	Iteration 8F: 3 clusters Score -9266308 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -9271691.000000 Penalty: 5587.784180
	Iteration 9F: 3 clusters Score -9271691 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -9278229.000000 Penalty: 5587.784180
	Iteration 10F: 3 clusters Score -9278229 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -9283567.000000 Penalty: 5587.784180
	Iteration 11F: 3 clusters Score -9283567 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -9286116.000000 Penalty: 5587.784180
	Iteration 12Q: 3 clusters Score -9286116 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -9286850.000000 Penalty: 5587.784180
	Iteration 13Q: 3 clusters Score -9286850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9287077.000000 Penalty: 5587.784180
	Iteration 14Q: 3 clusters Score -9287077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -9287160.000000 Penalty: 5587.784180
	Iteration 15Q: 3 clusters Score -9287160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -9287195.000000 Penalty: 5587.784180
	Iteration 16Q: 3 clusters Score -9287195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -9287225.000000 Penalty: 5587.784180
	Iteration 17Q: 3 clusters Score -9287225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -9287262.000000 Penalty: 5587.784180
	Iteration 18Q: 3 clusters Score -9287262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -9287275.000000 Penalty: 5587.784180
	Iteration 19Q: 3 clusters Score -9287275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -9287281.000000 Penalty: 5587.784180
	Iteration 20F: 3 clusters Score -9287281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -9287277.000000 Penalty: 5587.784180
	Iteration 21Q: 3 clusters Score -9287277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -9287274.000000 Penalty: 5587.784180
	Iteration 22Q: 3 clusters Score -9287274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -9287280.000000 Penalty: 5587.784180
	Iteration 23Q: 3 clusters Score -9287280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -9287290.000000 Penalty: 5587.784180
	Iteration 24Q: 3 clusters Score -9287290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -9287294.000000 Penalty: 5587.784180
	Iteration 25Q: 3 clusters Score -9287294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -9287299.000000 Penalty: 5587.784180
	Iteration 26Q: 3 clusters Score -9287299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -9287299.000000 Penalty: 5587.784180
	Iteration 27F: 3 clusters Score -9287299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Entering Unmasked Estep 
Score: -1780522.000000 Penalty: 2380.736572
	Iteration 0F: 2 clusters Score -1780522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1769800.000000 Penalty: 4761.473145
	Iteration 0F: 3 clusters Score -1769800 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1773290.375000 Penalty: 4761.473145
	Iteration 1F: 3 clusters Score -1773290 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1773753.375000 Penalty: 4761.473145
	Iteration 2F: 3 clusters Score -1773753 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1774205.375000 Penalty: 4761.473145
	Iteration 3F: 3 clusters Score -1774205 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1774857.875000 Penalty: 4761.473145
	Iteration 4F: 3 clusters Score -1774858 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1775816.250000 Penalty: 4761.473145
	Iteration 5F: 3 clusters Score -1775816 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1776955.250000 Penalty: 4761.473145
	Iteration 6F: 3 clusters Score -1776955 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1777843.375000 Penalty: 4761.473145
	Iteration 7F: 3 clusters Score -1777843 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1778407.125000 Penalty: 4761.473145
	Iteration 8F: 3 clusters Score -1778407 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1778746.875000 Penalty: 4761.473145
	Iteration 9Q: 3 clusters Score -1778747 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1778930.750000 Penalty: 4761.473145
	Iteration 10Q: 3 clusters Score -1778931 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1779052.500000 Penalty: 4761.473145
	Iteration 11Q: 3 clusters Score -1779052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1779141.750000 Penalty: 4761.473145
	Iteration 12Q: 3 clusters Score -1779142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1779192.750000 Penalty: 4761.473145
	Iteration 13Q: 3 clusters Score -1779193 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1779233.875000 Penalty: 4761.473145
	Iteration 14Q: 3 clusters Score -1779234 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1779265.000000 Penalty: 4761.473145
	Iteration 15Q: 3 clusters Score -1779265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1779290.500000 Penalty: 4761.473145
	Iteration 16Q: 3 clusters Score -1779290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1779311.625000 Penalty: 4761.473145
	Iteration 17Q: 3 clusters Score -1779312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1779324.500000 Penalty: 4761.473145
	Iteration 18Q: 3 clusters Score -1779324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1779337.375000 Penalty: 4761.473145
	Iteration 19Q: 3 clusters Score -1779337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1779343.625000 Penalty: 4761.473145
	Iteration 20F: 3 clusters Score -1779344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1779356.125000 Penalty: 4761.473145
	Iteration 21Q: 3 clusters Score -1779356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1779360.000000 Penalty: 4761.473145
	Iteration 22Q: 3 clusters Score -1779360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1779366.500000 Penalty: 4761.473145
	Iteration 23Q: 3 clusters Score -1779366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1779367.000000 Penalty: 4761.473145
	Iteration 24Q: 3 clusters Score -1779367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1779372.750000 Penalty: 4761.473145
	Iteration 25Q: 3 clusters Score -1779373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1779375.750000 Penalty: 4761.473145
	Iteration 26Q: 3 clusters Score -1779376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1779376.625000 Penalty: 4761.473145
	Iteration 27Q: 3 clusters Score -1779377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1779381.750000 Penalty: 4761.473145
	Iteration 28Q: 3 clusters Score -1779382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1779383.125000 Penalty: 4761.473145
	Iteration 29Q: 3 clusters Score -1779383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1779390.125000 Penalty: 4761.473145
	Iteration 30Q: 3 clusters Score -1779390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1779389.375000 Penalty: 4761.473145
	Iteration 31Q: 3 clusters Score -1779389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1779390.375000 Penalty: 4761.473145
	Iteration 32Q: 3 clusters Score -1779390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1779392.625000 Penalty: 4761.473145
	Iteration 33Q: 3 clusters Score -1779393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1779391.875000 Penalty: 4761.473145
	Iteration 34Q: 3 clusters Score -1779392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1779394.000000 Penalty: 4761.473145
	Iteration 35Q: 3 clusters Score -1779394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1779396.250000 Penalty: 4761.473145
	Iteration 36Q: 3 clusters Score -1779396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1779397.500000 Penalty: 4761.473145
	Iteration 37Q: 3 clusters Score -1779398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1779397.500000 Penalty: 4761.473145
	Iteration 38Q: 3 clusters Score -1779398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1779394.125000 Penalty: 4761.473145
	Iteration 39Q: 3 clusters Score -1779394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1779395.625000 Penalty: 4761.473145
	Iteration 40F: 3 clusters Score -1779396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1779392.375000 Penalty: 4761.473145
	Iteration 41Q: 3 clusters Score -1779392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1779395.750000 Penalty: 4761.473145
	Iteration 42Q: 3 clusters Score -1779396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1779397.875000 Penalty: 4761.473145
	Iteration 43Q: 3 clusters Score -1779398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1779397.875000 Penalty: 4761.473145
	Iteration 44F: 3 clusters Score -1779398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -133605.765625 Penalty: 1771.421265
	Iteration 0F: 2 clusters Score -133605.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131588.468750 Penalty: 3542.842529
	Iteration 0F: 3 clusters Score -131588.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132043.375000 Penalty: 3542.842529
	Iteration 1F: 3 clusters Score -132043.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132234.171875 Penalty: 3542.842529
	Iteration 2F: 3 clusters Score -132234.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132323.421875 Penalty: 3542.842529
	Iteration 3Q: 3 clusters Score -132323.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -132401.187500 Penalty: 3542.842529
	Iteration 4Q: 3 clusters Score -132401.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132504.140625 Penalty: 3542.842529
	Iteration 5Q: 3 clusters Score -132504.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -132614.875000 Penalty: 3542.842529
	Iteration 6Q: 3 clusters Score -132614.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132750.703125 Penalty: 3542.842529
	Iteration 7Q: 3 clusters Score -132750.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132959.015625 Penalty: 3542.842529
	Iteration 8Q: 3 clusters Score -132959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133093.656250 Penalty: 3542.842529
	Iteration 9Q: 3 clusters Score -133093.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -133178.984375 Penalty: 3542.842529
	Iteration 10Q: 3 clusters Score -133179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133240.906250 Penalty: 3542.842529
	Iteration 11Q: 3 clusters Score -133240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133275.906250 Penalty: 3542.842529
	Iteration 12Q: 3 clusters Score -133275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133298.375000 Penalty: 3542.842529
	Iteration 13Q: 3 clusters Score -133298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133307.656250 Penalty: 3542.842529
	Iteration 14Q: 3 clusters Score -133307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133315.046875 Penalty: 3542.842529
	Iteration 15Q: 3 clusters Score -133315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -133320.000000 Penalty: 3542.842529
	Iteration 16Q: 3 clusters Score -133320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133323.531250 Penalty: 3542.842529
	Iteration 17Q: 3 clusters Score -133323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133323.531250 Penalty: 3542.842529
	Iteration 18F: 3 clusters Score -133323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -330734.750000 Penalty: 1957.975708
	Iteration 0F: 2 clusters Score -330734.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -327641.531250 Penalty: 3915.951416
	Iteration 0F: 3 clusters Score -327641.5 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -328273.343750 Penalty: 3915.951416
	Iteration 1F: 3 clusters Score -328273.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -328420.093750 Penalty: 3915.951416
	Iteration 2F: 3 clusters Score -328420.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -328486.218750 Penalty: 3915.951416
	Iteration 3Q: 3 clusters Score -328486.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -328534.281250 Penalty: 3915.951416
	Iteration 4Q: 3 clusters Score -328534.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -328572.812500 Penalty: 3915.951416
	Iteration 5Q: 3 clusters Score -328572.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -328605.031250 Penalty: 3915.951416
	Iteration 6Q: 3 clusters Score -328605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -328631.437500 Penalty: 3915.951416
	Iteration 7Q: 3 clusters Score -328631.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -328651.031250 Penalty: 3915.951416
	Iteration 8Q: 3 clusters Score -328651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328665.843750 Penalty: 3915.951416
	Iteration 9Q: 3 clusters Score -328665.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -328675.125000 Penalty: 3915.951416
	Iteration 10Q: 3 clusters Score -328675.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -328689.187500 Penalty: 3915.951416
	Iteration 11Q: 3 clusters Score -328689.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -328701.718750 Penalty: 3915.951416
	Iteration 12Q: 3 clusters Score -328701.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -328714.593750 Penalty: 3915.951416
	Iteration 13Q: 3 clusters Score -328714.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -328724.687500 Penalty: 3915.951416
	Iteration 14Q: 3 clusters Score -328724.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -328734.718750 Penalty: 3915.951416
	Iteration 15Q: 3 clusters Score -328734.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -328739.843750 Penalty: 3915.951416
	Iteration 16Q: 3 clusters Score -328739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -328745.750000 Penalty: 3915.951416
	Iteration 17Q: 3 clusters Score -328745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -328754.187500 Penalty: 3915.951416
	Iteration 18Q: 3 clusters Score -328754.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -328761.062500 Penalty: 3915.951416
	Iteration 19Q: 3 clusters Score -328761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -328765.343750 Penalty: 3915.951416
	Iteration 20F: 3 clusters Score -328765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -328767.406250 Penalty: 3915.951416
	Iteration 21Q: 3 clusters Score -328767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -328768.125000 Penalty: 3915.951416
	Iteration 22Q: 3 clusters Score -328768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -328768.343750 Penalty: 3915.951416
	Iteration 23Q: 3 clusters Score -328768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -328769.250000 Penalty: 3915.951416
	Iteration 24Q: 3 clusters Score -328769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -328770.468750 Penalty: 3915.951416
	Iteration 25Q: 3 clusters Score -328770.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -328770.375000 Penalty: 3915.951416
	Iteration 26Q: 3 clusters Score -328770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -328771.593750 Penalty: 3915.951416
	Iteration 27Q: 3 clusters Score -328771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -328772.562500 Penalty: 3915.951416
	Iteration 28Q: 3 clusters Score -328772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -328773.031250 Penalty: 3915.951416
	Iteration 29Q: 3 clusters Score -328773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -328772.937500 Penalty: 3915.951416
	Iteration 30Q: 3 clusters Score -328772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -328772.750000 Penalty: 3915.951416
	Iteration 31Q: 3 clusters Score -328772.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -328772.750000 Penalty: 3915.951416
	Iteration 32F: 3 clusters Score -328772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -73060.492188 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -73060.49 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 325 members 
Entering Unmasked Estep 
Score: -71381.203125 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -71381.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71593.789062 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -71593.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71672.875000 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71672.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71700.835938 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -71700.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71712.609375 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71712.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71721.390625 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71721.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71724.070312 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71724.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71731.312500 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71731.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71737.187500 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71737.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71742.742188 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71742.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71747.796875 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71747.796875 Penalty: 3216.379150
	Iteration 11F: 3 clusters Score -71747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -189684.484375 Penalty: 1840.748657
	Iteration 0F: 2 clusters Score -189684.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187264.312500 Penalty: 3681.497314
	Iteration 0F: 3 clusters Score -187264.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -187686.296875 Penalty: 3681.497314
	Iteration 1F: 3 clusters Score -187686.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -187846.859375 Penalty: 3681.497314
	Iteration 2F: 3 clusters Score -187846.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187925.437500 Penalty: 3681.497314
	Iteration 3Q: 3 clusters Score -187925.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -187998.078125 Penalty: 3681.497314
	Iteration 4Q: 3 clusters Score -187998.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188074.609375 Penalty: 3681.497314
	Iteration 5Q: 3 clusters Score -188074.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -188134.250000 Penalty: 3681.497314
	Iteration 6Q: 3 clusters Score -188134.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188216.406250 Penalty: 3681.497314
	Iteration 7Q: 3 clusters Score -188216.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188304.562500 Penalty: 3681.497314
	Iteration 8Q: 3 clusters Score -188304.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188399.937500 Penalty: 3681.497314
	Iteration 9Q: 3 clusters Score -188399.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -188485.796875 Penalty: 3681.497314
	Iteration 10Q: 3 clusters Score -188485.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188604.187500 Penalty: 3681.497314
	Iteration 11Q: 3 clusters Score -188604.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -188698.609375 Penalty: 3681.497314
	Iteration 12Q: 3 clusters Score -188698.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -188761.640625 Penalty: 3681.497314
	Iteration 13Q: 3 clusters Score -188761.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188822.453125 Penalty: 3681.497314
	Iteration 14Q: 3 clusters Score -188822.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -188853.812500 Penalty: 3681.497314
	Iteration 15Q: 3 clusters Score -188853.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188879.484375 Penalty: 3681.497314
	Iteration 16Q: 3 clusters Score -188879.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188890.953125 Penalty: 3681.497314
	Iteration 17Q: 3 clusters Score -188891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -188896.781250 Penalty: 3681.497314
	Iteration 18Q: 3 clusters Score -188896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188899.375000 Penalty: 3681.497314
	Iteration 19Q: 3 clusters Score -188899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188902.359375 Penalty: 3681.497314
	Iteration 20F: 3 clusters Score -188902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188902.843750 Penalty: 3681.497314
	Iteration 21Q: 3 clusters Score -188902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188902.843750 Penalty: 3681.497314
	Iteration 22F: 3 clusters Score -188902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -82089.789062 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -82089.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80356.375000 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -80356.38 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80731.960938 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -80731.96 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80849.773438 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -80849.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80911.953125 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -80911.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80979.203125 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -80979.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81071.250000 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -81071.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81180.718750 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -81180.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81339.460938 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -81339.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81462.851562 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -81462.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81585.507812 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -81585.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81684.429688 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -81684.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81748.343750 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -81748.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -81768.429688 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -81768.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81784.843750 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -81784.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81791.804688 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -81791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81795.664062 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -81795.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81795.664062 Penalty: 3282.894531
	Iteration 16F: 3 clusters Score -81795.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Entering Unmasked Estep 
Score: -2875224.750000 Penalty: 2505.156250
	Iteration 0F: 2 clusters Score -2875225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2858335.000000 Penalty: 5010.312500
	Iteration 0F: 3 clusters Score -2858335 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2864237.250000 Penalty: 5010.312500
	Iteration 1F: 3 clusters Score -2864237 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2864727.750000 Penalty: 5010.312500
	Iteration 2F: 3 clusters Score -2864728 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2865169.000000 Penalty: 5010.312500
	Iteration 3Q: 3 clusters Score -2865169 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2865583.250000 Penalty: 5010.312500
	Iteration 4Q: 3 clusters Score -2865583 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2865965.250000 Penalty: 5010.312500
	Iteration 5Q: 3 clusters Score -2865965 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2866385.500000 Penalty: 5010.312500
	Iteration 6Q: 3 clusters Score -2866386 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2866848.500000 Penalty: 5010.312500
	Iteration 7Q: 3 clusters Score -2866848 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2867430.750000 Penalty: 5010.312500
	Iteration 8Q: 3 clusters Score -2867431 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2868048.000000 Penalty: 5010.312500
	Iteration 9Q: 3 clusters Score -2868048 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2868742.250000 Penalty: 5010.312500
	Iteration 10Q: 3 clusters Score -2868742 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2869393.750000 Penalty: 5010.312500
	Iteration 11Q: 3 clusters Score -2869394 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2870049.750000 Penalty: 5010.312500
	Iteration 12Q: 3 clusters Score -2870050 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2870567.500000 Penalty: 5010.312500
	Iteration 13Q: 3 clusters Score -2870568 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2871036.500000 Penalty: 5010.312500
	Iteration 14Q: 3 clusters Score -2871036 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2871354.750000 Penalty: 5010.312500
	Iteration 15Q: 3 clusters Score -2871355 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2871647.250000 Penalty: 5010.312500
	Iteration 16Q: 3 clusters Score -2871647 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2871920.500000 Penalty: 5010.312500
	Iteration 17Q: 3 clusters Score -2871920 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2872136.750000 Penalty: 5010.312500
	Iteration 18Q: 3 clusters Score -2872137 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2872313.750000 Penalty: 5010.312500
	Iteration 19Q: 3 clusters Score -2872314 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2872446.500000 Penalty: 5010.312500
	Iteration 20F: 3 clusters Score -2872446 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2872562.250000 Penalty: 5010.312500
	Iteration 21Q: 3 clusters Score -2872562 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2872648.500000 Penalty: 5010.312500
	Iteration 22Q: 3 clusters Score -2872648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2872749.750000 Penalty: 5010.312500
	Iteration 23Q: 3 clusters Score -2872750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2872811.000000 Penalty: 5010.312500
	Iteration 24Q: 3 clusters Score -2872811 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2872879.750000 Penalty: 5010.312500
	Iteration 25Q: 3 clusters Score -2872880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2872936.250000 Penalty: 5010.312500
	Iteration 26Q: 3 clusters Score -2872936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2872972.250000 Penalty: 5010.312500
	Iteration 27Q: 3 clusters Score -2872972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2873004.250000 Penalty: 5010.312500
	Iteration 28Q: 3 clusters Score -2873004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2873042.750000 Penalty: 5010.312500
	Iteration 29Q: 3 clusters Score -2873043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2873078.000000 Penalty: 5010.312500
	Iteration 30Q: 3 clusters Score -2873078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2873096.500000 Penalty: 5010.312500
	Iteration 31Q: 3 clusters Score -2873096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2873116.500000 Penalty: 5010.312500
	Iteration 32Q: 3 clusters Score -2873116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2873140.250000 Penalty: 5010.312500
	Iteration 33Q: 3 clusters Score -2873140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2873170.500000 Penalty: 5010.312500
	Iteration 34Q: 3 clusters Score -2873170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2873191.000000 Penalty: 5010.312500
	Iteration 35Q: 3 clusters Score -2873191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2873209.000000 Penalty: 5010.312500
	Iteration 36Q: 3 clusters Score -2873209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2873226.000000 Penalty: 5010.312500
	Iteration 37Q: 3 clusters Score -2873226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2873241.000000 Penalty: 5010.312500
	Iteration 38Q: 3 clusters Score -2873241 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2873249.000000 Penalty: 5010.312500
	Iteration 39Q: 3 clusters Score -2873249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2873260.000000 Penalty: 5010.312500
	Iteration 40F: 3 clusters Score -2873260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2873265.250000 Penalty: 5010.312500
	Iteration 41Q: 3 clusters Score -2873265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2873271.500000 Penalty: 5010.312500
	Iteration 42Q: 3 clusters Score -2873272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2873278.750000 Penalty: 5010.312500
	Iteration 43Q: 3 clusters Score -2873279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2873278.000000 Penalty: 5010.312500
	Iteration 44Q: 3 clusters Score -2873278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2873286.250000 Penalty: 5010.312500
	Iteration 45Q: 3 clusters Score -2873286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2873292.250000 Penalty: 5010.312500
	Iteration 46Q: 3 clusters Score -2873292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2873293.000000 Penalty: 5010.312500
	Iteration 47Q: 3 clusters Score -2873293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2873298.500000 Penalty: 5010.312500
	Iteration 48Q: 3 clusters Score -2873298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2873305.250000 Penalty: 5010.312500
	Iteration 49Q: 3 clusters Score -2873305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2873304.000000 Penalty: 5010.312500
	Iteration 50Q: 3 clusters Score -2873304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2873314.000000 Penalty: 5010.312500
	Iteration 51Q: 3 clusters Score -2873314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2873319.500000 Penalty: 5010.312500
	Iteration 52Q: 3 clusters Score -2873320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2873320.000000 Penalty: 5010.312500
	Iteration 53Q: 3 clusters Score -2873320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2873322.000000 Penalty: 5010.312500
	Iteration 54Q: 3 clusters Score -2873322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2873315.750000 Penalty: 5010.312500
	Iteration 55Q: 3 clusters Score -2873316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2873318.750000 Penalty: 5010.312500
	Iteration 56Q: 3 clusters Score -2873319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2873320.500000 Penalty: 5010.312500
	Iteration 57Q: 3 clusters Score -2873320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2873321.750000 Penalty: 5010.312500
	Iteration 58Q: 3 clusters Score -2873322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2873322.750000 Penalty: 5010.312500
	Iteration 59Q: 3 clusters Score -2873323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2873322.000000 Penalty: 5010.312500
	Iteration 60F: 3 clusters Score -2873322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138175 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100285 members 
Mstep: Class 7 contains 154691 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112745 members 
Mstep: Class 10 contains 165135 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 162256 members 
Mstep: Class 13 contains 179944 members 
Mstep: Class 14 contains 193560 members 
Mstep: Class 15 contains 91551 members 
Mstep: Class 16 contains 164166 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78096 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 1265 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1673 members 
Mstep: Class 24 contains 749 members 
Mstep: Class 25 contains 24378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717424.000000 Penalty: 88616.031250
Iteration 399Q: 26 clusters Score -1.947174e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138202 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100269 members 
Mstep: Class 7 contains 154668 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112700 members 
Mstep: Class 10 contains 165126 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 162180 members 
Mstep: Class 13 contains 180024 members 
Mstep: Class 14 contains 193505 members 
Mstep: Class 15 contains 91525 members 
Mstep: Class 16 contains 164164 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 14789 members 
Mstep: Class 20 contains 1266 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 751 members 
Mstep: Class 25 contains 24464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717728.000000 Penalty: 88616.031250
Iteration 400F: 26 clusters Score -1.947177e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138223 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100242 members 
Mstep: Class 7 contains 154648 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112653 members 
Mstep: Class 10 contains 165111 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 162145 members 
Mstep: Class 13 contains 180061 members 
Mstep: Class 14 contains 193481 members 
Mstep: Class 15 contains 91499 members 
Mstep: Class 16 contains 164163 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78083 members 
Mstep: Class 19 contains 14797 members 
Mstep: Class 20 contains 1266 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1747 members 
Mstep: Class 24 contains 755 members 
Mstep: Class 25 contains 24553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717632.000000 Penalty: 88616.031250
Iteration 401Q: 26 clusters Score -1.947176e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1332 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100216 members 
Mstep: Class 7 contains 154639 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112598 members 
Mstep: Class 10 contains 165089 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 162112 members 
Mstep: Class 13 contains 180117 members 
Mstep: Class 14 contains 193472 members 
Mstep: Class 15 contains 91479 members 
Mstep: Class 16 contains 164144 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78070 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 1266 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1791 members 
Mstep: Class 24 contains 756 members 
Mstep: Class 25 contains 24632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717696.000000 Penalty: 88616.031250
Iteration 402Q: 26 clusters Score -1.947177e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138235 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1330 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100195 members 
Mstep: Class 7 contains 154623 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112567 members 
Mstep: Class 10 contains 165063 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 162085 members 
Mstep: Class 13 contains 180175 members 
Mstep: Class 14 contains 193456 members 
Mstep: Class 15 contains 91466 members 
Mstep: Class 16 contains 164112 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78071 members 
Mstep: Class 19 contains 14819 members 
Mstep: Class 20 contains 1266 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1841 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 24700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717744.000000 Penalty: 88616.031250
Iteration 403Q: 26 clusters Score -1.947177e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 100169 members 
Mstep: Class 7 contains 154585 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112526 members 
Mstep: Class 10 contains 165051 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 162054 members 
Mstep: Class 13 contains 180241 members 
Mstep: Class 14 contains 193420 members 
Mstep: Class 15 contains 91457 members 
Mstep: Class 16 contains 164108 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78067 members 
Mstep: Class 19 contains 14831 members 
Mstep: Class 20 contains 1264 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1897 members 
Mstep: Class 24 contains 753 members 
Mstep: Class 25 contains 24773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717744.000000 Penalty: 88616.031250
Iteration 404Q: 26 clusters Score -1.947177e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138247 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100156 members 
Mstep: Class 7 contains 154561 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112475 members 
Mstep: Class 10 contains 165039 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 162021 members 
Mstep: Class 13 contains 180290 members 
Mstep: Class 14 contains 193387 members 
Mstep: Class 15 contains 91448 members 
Mstep: Class 16 contains 164093 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78067 members 
Mstep: Class 19 contains 14845 members 
Mstep: Class 20 contains 1264 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1944 members 
Mstep: Class 24 contains 754 members 
Mstep: Class 25 contains 24842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718128.000000 Penalty: 88616.031250
Iteration 405Q: 26 clusters Score -1.947181e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138238 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100142 members 
Mstep: Class 7 contains 154550 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112425 members 
Mstep: Class 10 contains 165022 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 162000 members 
Mstep: Class 13 contains 180340 members 
Mstep: Class 14 contains 193355 members 
Mstep: Class 15 contains 91432 members 
Mstep: Class 16 contains 164070 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78071 members 
Mstep: Class 19 contains 14848 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 1998 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 24920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717920.000000 Penalty: 88616.031250
Iteration 406Q: 26 clusters Score -1.947179e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138229 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100132 members 
Mstep: Class 7 contains 154513 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112399 members 
Mstep: Class 10 contains 164987 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 161967 members 
Mstep: Class 13 contains 180383 members 
Mstep: Class 14 contains 193359 members 
Mstep: Class 15 contains 91417 members 
Mstep: Class 16 contains 164050 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78070 members 
Mstep: Class 19 contains 14859 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2065 members 
Mstep: Class 24 contains 743 members 
Mstep: Class 25 contains 24979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717984.000000 Penalty: 88616.031250
Iteration 407Q: 26 clusters Score -1.94718e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138218 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100125 members 
Mstep: Class 7 contains 154479 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112372 members 
Mstep: Class 10 contains 164979 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 161949 members 
Mstep: Class 13 contains 180421 members 
Mstep: Class 14 contains 193378 members 
Mstep: Class 15 contains 91396 members 
Mstep: Class 16 contains 164007 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78075 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2138 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 25030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718448.000000 Penalty: 88616.031250
Iteration 408Q: 26 clusters Score -1.947184e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100099 members 
Mstep: Class 7 contains 154447 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112354 members 
Mstep: Class 10 contains 164973 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161911 members 
Mstep: Class 13 contains 180485 members 
Mstep: Class 14 contains 193377 members 
Mstep: Class 15 contains 91381 members 
Mstep: Class 16 contains 163968 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78072 members 
Mstep: Class 19 contains 14857 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 25086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718912.000000 Penalty: 88616.031250
Iteration 409Q: 26 clusters Score -1.947189e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138179 members 
Mstep: Class 2 contains 5227 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100075 members 
Mstep: Class 7 contains 154435 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112336 members 
Mstep: Class 10 contains 164950 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 161892 members 
Mstep: Class 13 contains 180537 members 
Mstep: Class 14 contains 193387 members 
Mstep: Class 15 contains 91364 members 
Mstep: Class 16 contains 163926 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78069 members 
Mstep: Class 19 contains 14850 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2352 members 
Mstep: Class 24 contains 706 members 
Mstep: Class 25 contains 25119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719184.000000 Penalty: 88616.031250
Iteration 410Q: 26 clusters Score -1.947192e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100048 members 
Mstep: Class 7 contains 154414 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112306 members 
Mstep: Class 10 contains 164914 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161859 members 
Mstep: Class 13 contains 180594 members 
Mstep: Class 14 contains 193380 members 
Mstep: Class 15 contains 91356 members 
Mstep: Class 16 contains 163911 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78066 members 
Mstep: Class 19 contains 14846 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2453 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719344.000000 Penalty: 88616.031250
Iteration 411Q: 26 clusters Score -1.947193e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138170 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 100028 members 
Mstep: Class 7 contains 154393 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112282 members 
Mstep: Class 10 contains 164892 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161850 members 
Mstep: Class 13 contains 180613 members 
Mstep: Class 14 contains 193388 members 
Mstep: Class 15 contains 91337 members 
Mstep: Class 16 contains 163901 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78067 members 
Mstep: Class 19 contains 14841 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719408.000000 Penalty: 88616.031250
Iteration 412Q: 26 clusters Score -1.947194e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 5195 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 100008 members 
Mstep: Class 7 contains 154383 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112258 members 
Mstep: Class 10 contains 164880 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 161829 members 
Mstep: Class 13 contains 180641 members 
Mstep: Class 14 contains 193395 members 
Mstep: Class 15 contains 91304 members 
Mstep: Class 16 contains 163884 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78074 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 700 members 
Mstep: Class 25 contains 25221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719600.000000 Penalty: 88616.031250
Iteration 413Q: 26 clusters Score -1.947196e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138159 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99998 members 
Mstep: Class 7 contains 154366 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112235 members 
Mstep: Class 10 contains 164858 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161800 members 
Mstep: Class 13 contains 180686 members 
Mstep: Class 14 contains 193389 members 
Mstep: Class 15 contains 91281 members 
Mstep: Class 16 contains 163872 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 14838 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2680 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 25263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719504.000000 Penalty: 88616.031250
Iteration 414Q: 26 clusters Score -1.947195e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138146 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99979 members 
Mstep: Class 7 contains 154352 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112200 members 
Mstep: Class 10 contains 164834 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 161791 members 
Mstep: Class 13 contains 180751 members 
Mstep: Class 14 contains 193373 members 
Mstep: Class 15 contains 91261 members 
Mstep: Class 16 contains 163881 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78090 members 
Mstep: Class 19 contains 14837 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2728 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 25308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719520.000000 Penalty: 88616.031250
Iteration 415Q: 26 clusters Score -1.947195e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99974 members 
Mstep: Class 7 contains 154338 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112179 members 
Mstep: Class 10 contains 164815 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 161772 members 
Mstep: Class 13 contains 180795 members 
Mstep: Class 14 contains 193371 members 
Mstep: Class 15 contains 91239 members 
Mstep: Class 16 contains 163891 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78088 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2770 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 25338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720000.000000 Penalty: 88616.031250
Iteration 416Q: 26 clusters Score -1.9472e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99963 members 
Mstep: Class 7 contains 154326 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112174 members 
Mstep: Class 10 contains 164798 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 161743 members 
Mstep: Class 13 contains 180831 members 
Mstep: Class 14 contains 193373 members 
Mstep: Class 15 contains 91211 members 
Mstep: Class 16 contains 163907 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78095 members 
Mstep: Class 19 contains 14843 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2808 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 25377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719856.000000 Penalty: 88616.031250
Iteration 417Q: 26 clusters Score -1.947199e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 99949 members 
Mstep: Class 7 contains 154311 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112157 members 
Mstep: Class 10 contains 164782 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161723 members 
Mstep: Class 13 contains 180886 members 
Mstep: Class 14 contains 193356 members 
Mstep: Class 15 contains 91182 members 
Mstep: Class 16 contains 163917 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78099 members 
Mstep: Class 19 contains 14848 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2852 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 25407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719872.000000 Penalty: 88616.031250
Iteration 418Q: 26 clusters Score -1.947199e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138107 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99937 members 
Mstep: Class 7 contains 154291 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112142 members 
Mstep: Class 10 contains 164760 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 161693 members 
Mstep: Class 13 contains 180929 members 
Mstep: Class 14 contains 193367 members 
Mstep: Class 15 contains 91157 members 
Mstep: Class 16 contains 163920 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2896 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 25430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720000.000000 Penalty: 88616.031250
Iteration 419Q: 26 clusters Score -1.9472e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138108 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 99918 members 
Mstep: Class 7 contains 154281 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112125 members 
Mstep: Class 10 contains 164739 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 161670 members 
Mstep: Class 13 contains 180968 members 
Mstep: Class 14 contains 193385 members 
Mstep: Class 15 contains 91136 members 
Mstep: Class 16 contains 163919 members 
Mstep: Class 17 contains 767 members 
Mstep: Class 18 contains 78108 members 
Mstep: Class 19 contains 14840 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 700 members 
Mstep: Class 25 contains 25459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720128.000000 Penalty: 88616.031250
Iteration 420F: 26 clusters Score -1.947201e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 99895 members 
Mstep: Class 7 contains 154283 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112104 members 
Mstep: Class 10 contains 164716 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161640 members 
Mstep: Class 13 contains 180991 members 
Mstep: Class 14 contains 193394 members 
Mstep: Class 15 contains 91123 members 
Mstep: Class 16 contains 163921 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78106 members 
Mstep: Class 19 contains 14825 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 2986 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 25507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720080.000000 Penalty: 88616.031250
Iteration 421Q: 26 clusters Score -1.947201e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 99874 members 
Mstep: Class 7 contains 154279 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112078 members 
Mstep: Class 10 contains 164691 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161622 members 
Mstep: Class 13 contains 181007 members 
Mstep: Class 14 contains 193397 members 
Mstep: Class 15 contains 91117 members 
Mstep: Class 16 contains 163915 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78115 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 25557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720160.000000 Penalty: 88616.031250
Iteration 422Q: 26 clusters Score -1.947202e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5631 members 
Mstep: Class 6 contains 99861 members 
Mstep: Class 7 contains 154277 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112060 members 
Mstep: Class 10 contains 164663 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161607 members 
Mstep: Class 13 contains 181037 members 
Mstep: Class 14 contains 193380 members 
Mstep: Class 15 contains 91102 members 
Mstep: Class 16 contains 163910 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78115 members 
Mstep: Class 19 contains 14797 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3103 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 25596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720320.000000 Penalty: 88616.031250
Iteration 423Q: 26 clusters Score -1.947203e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138101 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99837 members 
Mstep: Class 7 contains 154264 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112030 members 
Mstep: Class 10 contains 164645 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161583 members 
Mstep: Class 13 contains 181076 members 
Mstep: Class 14 contains 193374 members 
Mstep: Class 15 contains 91106 members 
Mstep: Class 16 contains 163885 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78126 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3146 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 25639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720352.000000 Penalty: 88616.031250
Iteration 424Q: 26 clusters Score -1.947204e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138088 members 
Mstep: Class 2 contains 5102 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99821 members 
Mstep: Class 7 contains 154254 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 112005 members 
Mstep: Class 10 contains 164630 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161568 members 
Mstep: Class 13 contains 181107 members 
Mstep: Class 14 contains 193356 members 
Mstep: Class 15 contains 91097 members 
Mstep: Class 16 contains 163884 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78135 members 
Mstep: Class 19 contains 14793 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3184 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 25682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720160.000000 Penalty: 88616.031250
Iteration 425Q: 26 clusters Score -1.947202e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138080 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 99799 members 
Mstep: Class 7 contains 154243 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111975 members 
Mstep: Class 10 contains 164624 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161538 members 
Mstep: Class 13 contains 181146 members 
Mstep: Class 14 contains 193346 members 
Mstep: Class 15 contains 91086 members 
Mstep: Class 16 contains 163874 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78140 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3224 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 25730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720256.000000 Penalty: 88616.031250
Iteration 426Q: 26 clusters Score -1.947203e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138069 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 99788 members 
Mstep: Class 7 contains 154233 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111946 members 
Mstep: Class 10 contains 164612 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161512 members 
Mstep: Class 13 contains 181187 members 
Mstep: Class 14 contains 193345 members 
Mstep: Class 15 contains 91067 members 
Mstep: Class 16 contains 163876 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78151 members 
Mstep: Class 19 contains 14802 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3263 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720240.000000 Penalty: 88616.031250
Iteration 427Q: 26 clusters Score -1.947202e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138069 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 99780 members 
Mstep: Class 7 contains 154236 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111920 members 
Mstep: Class 10 contains 164586 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161488 members 
Mstep: Class 13 contains 181226 members 
Mstep: Class 14 contains 193334 members 
Mstep: Class 15 contains 91065 members 
Mstep: Class 16 contains 163888 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78156 members 
Mstep: Class 19 contains 14801 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3305 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 25767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720384.000000 Penalty: 88616.031250
Iteration 428Q: 26 clusters Score -1.947204e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138086 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 99771 members 
Mstep: Class 7 contains 154234 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111889 members 
Mstep: Class 10 contains 164561 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161460 members 
Mstep: Class 13 contains 181261 members 
Mstep: Class 14 contains 193329 members 
Mstep: Class 15 contains 91062 members 
Mstep: Class 16 contains 163891 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78155 members 
Mstep: Class 19 contains 14796 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3338 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 25800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720416.000000 Penalty: 88616.031250
Iteration 429Q: 26 clusters Score -1.947204e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 99759 members 
Mstep: Class 7 contains 154229 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111858 members 
Mstep: Class 10 contains 164554 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 161438 members 
Mstep: Class 13 contains 181283 members 
Mstep: Class 14 contains 193316 members 
Mstep: Class 15 contains 91061 members 
Mstep: Class 16 contains 163886 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78158 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 1262 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3368 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 25834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720592.000000 Penalty: 88616.031250
Iteration 430Q: 26 clusters Score -1.947206e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138092 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 99760 members 
Mstep: Class 7 contains 154234 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111826 members 
Mstep: Class 10 contains 164531 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 161436 members 
Mstep: Class 13 contains 181305 members 
Mstep: Class 14 contains 193320 members 
Mstep: Class 15 contains 91052 members 
Mstep: Class 16 contains 163874 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78155 members 
Mstep: Class 19 contains 14807 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3401 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720512.000000 Penalty: 88616.031250
Iteration 431Q: 26 clusters Score -1.947205e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 4474 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5635 members 
Mstep: Class 6 contains 99757 members 
Mstep: Class 7 contains 154240 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111788 members 
Mstep: Class 10 contains 164505 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161435 members 
Mstep: Class 13 contains 181327 members 
Mstep: Class 14 contains 193325 members 
Mstep: Class 15 contains 91040 members 
Mstep: Class 16 contains 163872 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78157 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2685 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3438 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720560.000000 Penalty: 88616.031250
Iteration 432Q: 26 clusters Score -1.947206e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 99751 members 
Mstep: Class 7 contains 154256 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111769 members 
Mstep: Class 10 contains 164483 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161425 members 
Mstep: Class 13 contains 181360 members 
Mstep: Class 14 contains 193310 members 
Mstep: Class 15 contains 91028 members 
Mstep: Class 16 contains 163877 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78161 members 
Mstep: Class 19 contains 14800 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3468 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720864.000000 Penalty: 88616.031250
Iteration 433Q: 26 clusters Score -1.947209e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138095 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99739 members 
Mstep: Class 7 contains 154267 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111742 members 
Mstep: Class 10 contains 164466 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161431 members 
Mstep: Class 13 contains 181379 members 
Mstep: Class 14 contains 193299 members 
Mstep: Class 15 contains 91016 members 
Mstep: Class 16 contains 163877 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78163 members 
Mstep: Class 19 contains 14805 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721008.000000 Penalty: 88616.031250
Iteration 434Q: 26 clusters Score -1.94721e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138102 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99736 members 
Mstep: Class 7 contains 154278 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111720 members 
Mstep: Class 10 contains 164461 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 161424 members 
Mstep: Class 13 contains 181395 members 
Mstep: Class 14 contains 193272 members 
Mstep: Class 15 contains 91005 members 
Mstep: Class 16 contains 163880 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78158 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3515 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720944.000000 Penalty: 88616.031250
Iteration 435Q: 26 clusters Score -1.947209e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99729 members 
Mstep: Class 7 contains 154282 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111690 members 
Mstep: Class 10 contains 164461 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161430 members 
Mstep: Class 13 contains 181432 members 
Mstep: Class 14 contains 193252 members 
Mstep: Class 15 contains 90995 members 
Mstep: Class 16 contains 163870 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78161 members 
Mstep: Class 19 contains 14793 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721104.000000 Penalty: 88616.031250
Iteration 436Q: 26 clusters Score -1.947211e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 5035 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99718 members 
Mstep: Class 7 contains 154277 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111661 members 
Mstep: Class 10 contains 164453 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 161418 members 
Mstep: Class 13 contains 181469 members 
Mstep: Class 14 contains 193234 members 
Mstep: Class 15 contains 90988 members 
Mstep: Class 16 contains 163879 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78156 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3555 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721120.000000 Penalty: 88616.031250
Iteration 437Q: 26 clusters Score -1.947211e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138136 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99707 members 
Mstep: Class 7 contains 154282 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111631 members 
Mstep: Class 10 contains 164443 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 161414 members 
Mstep: Class 13 contains 181503 members 
Mstep: Class 14 contains 193212 members 
Mstep: Class 15 contains 90989 members 
Mstep: Class 16 contains 163876 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78154 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3576 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721104.000000 Penalty: 88616.031250
Iteration 438Q: 26 clusters Score -1.947211e+08 nChanged 313
Entering ConstructFrom: 
Score: -194721104.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (138144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138144 members 
Entering Unmasked Estep 
Score: -17225318.000000 Penalty: 2935.340820
	Iteration 0F: 2 clusters Score -1.722532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -17132774.000000 Penalty: 5870.681641
	Iteration 0F: 3 clusters Score -1.713277e+07 nChanged 66092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -17172806.000000 Penalty: 5870.681641
	Iteration 1F: 3 clusters Score -1.717281e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -17175262.000000 Penalty: 5870.681641
	Iteration 2Q: 3 clusters Score -1.717526e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -17179318.000000 Penalty: 5870.681641
	Iteration 3F: 3 clusters Score -1.717932e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -17186888.000000 Penalty: 5870.681641
	Iteration 4F: 3 clusters Score -1.718689e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -17197846.000000 Penalty: 5870.681641
	Iteration 5F: 3 clusters Score -1.719785e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -17210032.000000 Penalty: 5870.681641
	Iteration 6F: 3 clusters Score -1.721003e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 131484 members 
Entering Unmasked Estep 
Score: -17217780.000000 Penalty: 5870.681641
	Iteration 7F: 3 clusters Score -1.721778e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 135035 members 
Entering Unmasked Estep 
Score: -17221330.000000 Penalty: 5870.681641
	Iteration 8Q: 3 clusters Score -1.722133e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -17222554.000000 Penalty: 5870.681641
	Iteration 9Q: 3 clusters Score -1.722255e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -17222956.000000 Penalty: 5870.681641
	Iteration 10Q: 3 clusters Score -1.722296e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 136695 members 
Entering Unmasked Estep 
Score: -17223172.000000 Penalty: 5870.681641
	Iteration 11Q: 3 clusters Score -1.722317e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -17223332.000000 Penalty: 5870.681641
	Iteration 12Q: 3 clusters Score -1.722333e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -17223372.000000 Penalty: 5870.681641
	Iteration 13Q: 3 clusters Score -1.722337e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -17223412.000000 Penalty: 5870.681641
	Iteration 14Q: 3 clusters Score -1.722341e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -17223450.000000 Penalty: 5870.681641
	Iteration 15Q: 3 clusters Score -1.722345e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -17223466.000000 Penalty: 5870.681641
	Iteration 16Q: 3 clusters Score -1.722347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -17223462.000000 Penalty: 5870.681641
	Iteration 17Q: 3 clusters Score -1.722346e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 136714 members 
Entering Unmasked Estep 
Score: -17223472.000000 Penalty: 5870.681641
	Iteration 18Q: 3 clusters Score -1.722347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -17223492.000000 Penalty: 5870.681641
	Iteration 19Q: 3 clusters Score -1.722349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -17223480.000000 Penalty: 5870.681641
	Iteration 20F: 3 clusters Score -1.722348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 136705 members 
Entering Unmasked Estep 
Score: -17223472.000000 Penalty: 5870.681641
	Iteration 21Q: 3 clusters Score -1.722347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -17223492.000000 Penalty: 5870.681641
	Iteration 22Q: 3 clusters Score -1.722349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -17223490.000000 Penalty: 5870.681641
	Iteration 23Q: 3 clusters Score -1.722349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -17223488.000000 Penalty: 5870.681641
	Iteration 24Q: 3 clusters Score -1.722349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -17223496.000000 Penalty: 5870.681641
	Iteration 25Q: 3 clusters Score -1.72235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 136701 members 
Entering Unmasked Estep 
Score: -17223508.000000 Penalty: 5870.681641
	Iteration 26Q: 3 clusters Score -1.722351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 136701 members 
Entering Unmasked Estep 
Score: -17223500.000000 Penalty: 5870.681641
	Iteration 27Q: 3 clusters Score -1.72235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -17223506.000000 Penalty: 5870.681641
	Iteration 28Q: 3 clusters Score -1.722351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -17223508.000000 Penalty: 5870.681641
	Iteration 29Q: 3 clusters Score -1.722351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -17223508.000000 Penalty: 5870.681641
	Iteration 30F: 3 clusters Score -1.722351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -606228.437500 Penalty: 2114.043213
	Iteration 0F: 2 clusters Score -606228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -601657.312500 Penalty: 4228.086426
	Iteration 0F: 3 clusters Score -601657.3 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -602728.937500 Penalty: 4228.086426
	Iteration 1F: 3 clusters Score -602728.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -602918.375000 Penalty: 4228.086426
	Iteration 2F: 3 clusters Score -602918.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -603034.812500 Penalty: 4228.086426
	Iteration 3Q: 3 clusters Score -603034.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -603111.125000 Penalty: 4228.086426
	Iteration 4Q: 3 clusters Score -603111.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -603159.500000 Penalty: 4228.086426
	Iteration 5Q: 3 clusters Score -603159.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -603197.187500 Penalty: 4228.086426
	Iteration 6Q: 3 clusters Score -603197.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -603227.312500 Penalty: 4228.086426
	Iteration 7Q: 3 clusters Score -603227.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -603246.687500 Penalty: 4228.086426
	Iteration 8Q: 3 clusters Score -603246.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -603264.000000 Penalty: 4228.086426
	Iteration 9Q: 3 clusters Score -603264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -603280.250000 Penalty: 4228.086426
	Iteration 10Q: 3 clusters Score -603280.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -603296.187500 Penalty: 4228.086426
	Iteration 11Q: 3 clusters Score -603296.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -603311.375000 Penalty: 4228.086426
	Iteration 12Q: 3 clusters Score -603311.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -603322.437500 Penalty: 4228.086426
	Iteration 13Q: 3 clusters Score -603322.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -603330.000000 Penalty: 4228.086426
	Iteration 14Q: 3 clusters Score -603330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -603337.687500 Penalty: 4228.086426
	Iteration 15Q: 3 clusters Score -603337.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -603343.500000 Penalty: 4228.086426
	Iteration 16Q: 3 clusters Score -603343.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -603347.000000 Penalty: 4228.086426
	Iteration 17Q: 3 clusters Score -603347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -603349.250000 Penalty: 4228.086426
	Iteration 18Q: 3 clusters Score -603349.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -603352.937500 Penalty: 4228.086426
	Iteration 19Q: 3 clusters Score -603352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -603354.500000 Penalty: 4228.086426
	Iteration 20F: 3 clusters Score -603354.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -603358.312500 Penalty: 4228.086426
	Iteration 21Q: 3 clusters Score -603358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -603358.375000 Penalty: 4228.086426
	Iteration 22Q: 3 clusters Score -603358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -603358.250000 Penalty: 4228.086426
	Iteration 23Q: 3 clusters Score -603358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -603361.250000 Penalty: 4228.086426
	Iteration 24Q: 3 clusters Score -603361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -603362.437500 Penalty: 4228.086426
	Iteration 25Q: 3 clusters Score -603362.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -603364.125000 Penalty: 4228.086426
	Iteration 26Q: 3 clusters Score -603364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -603364.625000 Penalty: 4228.086426
	Iteration 27Q: 3 clusters Score -603364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -603367.312500 Penalty: 4228.086426
	Iteration 28Q: 3 clusters Score -603367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -603368.937500 Penalty: 4228.086426
	Iteration 29Q: 3 clusters Score -603368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -603371.375000 Penalty: 4228.086426
	Iteration 30Q: 3 clusters Score -603371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -603374.125000 Penalty: 4228.086426
	Iteration 31Q: 3 clusters Score -603374.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -603372.937500 Penalty: 4228.086426
	Iteration 32Q: 3 clusters Score -603372.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -603376.062500 Penalty: 4228.086426
	Iteration 33Q: 3 clusters Score -603376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -603376.875000 Penalty: 4228.086426
	Iteration 34Q: 3 clusters Score -603376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -603377.375000 Penalty: 4228.086426
	Iteration 35Q: 3 clusters Score -603377.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -603376.937500 Penalty: 4228.086426
	Iteration 36Q: 3 clusters Score -603376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -603379.312500 Penalty: 4228.086426
	Iteration 37Q: 3 clusters Score -603379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -603379.312500 Penalty: 4228.086426
	Iteration 38Q: 3 clusters Score -603379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -603380.062500 Penalty: 4228.086426
	Iteration 39Q: 3 clusters Score -603380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -603380.375000 Penalty: 4228.086426
	Iteration 40F: 3 clusters Score -603380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -603382.000000 Penalty: 4228.086426
	Iteration 41Q: 3 clusters Score -603382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -603382.000000 Penalty: 4228.086426
	Iteration 42Q: 3 clusters Score -603382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -603383.187500 Penalty: 4228.086426
	Iteration 43Q: 3 clusters Score -603383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -603383.500000 Penalty: 4228.086426
	Iteration 44Q: 3 clusters Score -603383.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -603386.000000 Penalty: 4228.086426
	Iteration 45Q: 3 clusters Score -603386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -603386.875000 Penalty: 4228.086426
	Iteration 46Q: 3 clusters Score -603386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -603386.750000 Penalty: 4228.086426
	Iteration 47Q: 3 clusters Score -603386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -603387.187500 Penalty: 4228.086426
	Iteration 48Q: 3 clusters Score -603387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -603388.187500 Penalty: 4228.086426
	Iteration 49Q: 3 clusters Score -603388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -603389.250000 Penalty: 4228.086426
	Iteration 50Q: 3 clusters Score -603389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -603389.250000 Penalty: 4228.086426
	Iteration 51F: 3 clusters Score -603389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Entering Unmasked Estep 
Score: -540656.687500 Penalty: 2084.586670
	Iteration 0F: 2 clusters Score -540656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -536459.062500 Penalty: 4169.173340
	Iteration 0F: 3 clusters Score -536459.1 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -537462.750000 Penalty: 4169.173340
	Iteration 1F: 3 clusters Score -537462.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -537724.000000 Penalty: 4169.173340
	Iteration 2F: 3 clusters Score -537724 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -537950.562500 Penalty: 4169.173340
	Iteration 3F: 3 clusters Score -537950.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -538192.562500 Penalty: 4169.173340
	Iteration 4Q: 3 clusters Score -538192.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -538468.250000 Penalty: 4169.173340
	Iteration 5F: 3 clusters Score -538468.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -538753.875000 Penalty: 4169.173340
	Iteration 6F: 3 clusters Score -538753.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -539035.500000 Penalty: 4169.173340
	Iteration 7F: 3 clusters Score -539035.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -539246.000000 Penalty: 4169.173340
	Iteration 8Q: 3 clusters Score -539246 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -539374.562500 Penalty: 4169.173340
	Iteration 9Q: 3 clusters Score -539374.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -539437.562500 Penalty: 4169.173340
	Iteration 10Q: 3 clusters Score -539437.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -539490.187500 Penalty: 4169.173340
	Iteration 11Q: 3 clusters Score -539490.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -539523.437500 Penalty: 4169.173340
	Iteration 12Q: 3 clusters Score -539523.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -539540.125000 Penalty: 4169.173340
	Iteration 13Q: 3 clusters Score -539540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -539557.750000 Penalty: 4169.173340
	Iteration 14Q: 3 clusters Score -539557.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -539569.437500 Penalty: 4169.173340
	Iteration 15Q: 3 clusters Score -539569.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -539579.375000 Penalty: 4169.173340
	Iteration 16Q: 3 clusters Score -539579.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -539590.000000 Penalty: 4169.173340
	Iteration 17Q: 3 clusters Score -539590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -539599.750000 Penalty: 4169.173340
	Iteration 18Q: 3 clusters Score -539599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -539606.625000 Penalty: 4169.173340
	Iteration 19Q: 3 clusters Score -539606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -539615.125000 Penalty: 4169.173340
	Iteration 20F: 3 clusters Score -539615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -539619.750000 Penalty: 4169.173340
	Iteration 21Q: 3 clusters Score -539619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -539625.000000 Penalty: 4169.173340
	Iteration 22Q: 3 clusters Score -539625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -539627.875000 Penalty: 4169.173340
	Iteration 23Q: 3 clusters Score -539627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -539630.375000 Penalty: 4169.173340
	Iteration 24Q: 3 clusters Score -539630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -539632.500000 Penalty: 4169.173340
	Iteration 25Q: 3 clusters Score -539632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -539633.875000 Penalty: 4169.173340
	Iteration 26Q: 3 clusters Score -539633.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -539634.875000 Penalty: 4169.173340
	Iteration 27Q: 3 clusters Score -539634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -539636.062500 Penalty: 4169.173340
	Iteration 28Q: 3 clusters Score -539636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -539637.875000 Penalty: 4169.173340
	Iteration 29Q: 3 clusters Score -539637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -539639.687500 Penalty: 4169.173340
	Iteration 30Q: 3 clusters Score -539639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -539639.187500 Penalty: 4169.173340
	Iteration 31Q: 3 clusters Score -539639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -539639.187500 Penalty: 4169.173340
	Iteration 32F: 3 clusters Score -539639.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -158876.609375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -158876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156715.046875 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -156715 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -157047.390625 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -157047.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -157135.296875 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -157135.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157172.765625 Penalty: 3566.575439
	Iteration 3Q: 3 clusters Score -157172.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157198.343750 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -157198.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -157211.390625 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -157211.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157227.125000 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -157227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157236.296875 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -157236.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157239.421875 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -157239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -157240.281250 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -157240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -157240.281250 Penalty: 3566.575439
	Iteration 10F: 3 clusters Score -157240.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -652955.375000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -652955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -648001.312500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -648001.3 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -649476.062500 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -649476.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -649872.625000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -649872.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -650193.750000 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -650193.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -650455.437500 Penalty: 4283.653320
	Iteration 4F: 3 clusters Score -650455.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -650676.437500 Penalty: 4283.653320
	Iteration 5F: 3 clusters Score -650676.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -650872.750000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -650872.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -651025.687500 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -651025.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -651137.500000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -651137.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -651206.562500 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -651206.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -651256.812500 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -651256.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -651296.875000 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -651296.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -651327.250000 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -651327.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -651350.937500 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -651350.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -651367.125000 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -651367.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -651388.000000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -651388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -651412.187500 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -651412.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -651429.875000 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -651429.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -651442.687500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -651442.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -651452.687500 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -651452.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -651458.000000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -651458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -651464.250000 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -651464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -651473.062500 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -651473.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -651482.187500 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -651482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -651486.562500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -651486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -651489.187500 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -651489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -651492.000000 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -651492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -651493.687500 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -651493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -651496.500000 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -651496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -651497.187500 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -651497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -651499.125000 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -651499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -651500.375000 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -651500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -651501.187500 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -651501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -651502.000000 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -651502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -651502.000000 Penalty: 4283.653320
	Iteration 34F: 3 clusters Score -651502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Entering Unmasked Estep 
Score: -12389181.000000 Penalty: 2854.457764
	Iteration 0F: 2 clusters Score -1.238918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -12322291.000000 Penalty: 5708.915527
	Iteration 0F: 3 clusters Score -1.232229e+07 nChanged 47339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -12349137.000000 Penalty: 5708.915527
	Iteration 1F: 3 clusters Score -1.234914e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -12350077.000000 Penalty: 5708.915527
	Iteration 2Q: 3 clusters Score -1.235008e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -12351468.000000 Penalty: 5708.915527
	Iteration 3Q: 3 clusters Score -1.235147e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -12353473.000000 Penalty: 5708.915527
	Iteration 4Q: 3 clusters Score -1.235347e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -12355982.000000 Penalty: 5708.915527
	Iteration 5F: 3 clusters Score -1.235598e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -12359383.000000 Penalty: 5708.915527
	Iteration 6F: 3 clusters Score -1.235938e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -12363808.000000 Penalty: 5708.915527
	Iteration 7F: 3 clusters Score -1.236381e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -12368936.000000 Penalty: 5708.915527
	Iteration 8F: 3 clusters Score -1.236894e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -12373291.000000 Penalty: 5708.915527
	Iteration 9F: 3 clusters Score -1.237329e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -12375497.000000 Penalty: 5708.915527
	Iteration 10Q: 3 clusters Score -1.23755e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -12376562.000000 Penalty: 5708.915527
	Iteration 11Q: 3 clusters Score -1.237656e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -12377118.000000 Penalty: 5708.915527
	Iteration 12Q: 3 clusters Score -1.237712e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -12377574.000000 Penalty: 5708.915527
	Iteration 13Q: 3 clusters Score -1.237757e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -12377970.000000 Penalty: 5708.915527
	Iteration 14Q: 3 clusters Score -1.237797e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -12378320.000000 Penalty: 5708.915527
	Iteration 15Q: 3 clusters Score -1.237832e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -12378627.000000 Penalty: 5708.915527
	Iteration 16Q: 3 clusters Score -1.237863e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -12378913.000000 Penalty: 5708.915527
	Iteration 17Q: 3 clusters Score -1.237891e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -12379237.000000 Penalty: 5708.915527
	Iteration 18Q: 3 clusters Score -1.237924e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -12379513.000000 Penalty: 5708.915527
	Iteration 19Q: 3 clusters Score -1.237951e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -12379836.000000 Penalty: 5708.915527
	Iteration 20F: 3 clusters Score -1.237984e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -12380214.000000 Penalty: 5708.915527
	Iteration 21Q: 3 clusters Score -1.238021e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -12380442.000000 Penalty: 5708.915527
	Iteration 22Q: 3 clusters Score -1.238044e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73372 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -12380753.000000 Penalty: 5708.915527
	Iteration 23Q: 3 clusters Score -1.238075e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -12381012.000000 Penalty: 5708.915527
	Iteration 24Q: 3 clusters Score -1.238101e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -12381328.000000 Penalty: 5708.915527
	Iteration 25Q: 3 clusters Score -1.238133e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -12381626.000000 Penalty: 5708.915527
	Iteration 26Q: 3 clusters Score -1.238163e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -12381917.000000 Penalty: 5708.915527
	Iteration 27Q: 3 clusters Score -1.238192e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -12382204.000000 Penalty: 5708.915527
	Iteration 28Q: 3 clusters Score -1.23822e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -12382493.000000 Penalty: 5708.915527
	Iteration 29Q: 3 clusters Score -1.238249e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -12382882.000000 Penalty: 5708.915527
	Iteration 30Q: 3 clusters Score -1.238288e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -12383234.000000 Penalty: 5708.915527
	Iteration 31Q: 3 clusters Score -1.238323e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -12383584.000000 Penalty: 5708.915527
	Iteration 32Q: 3 clusters Score -1.238358e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -12383922.000000 Penalty: 5708.915527
	Iteration 33Q: 3 clusters Score -1.238392e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -12384263.000000 Penalty: 5708.915527
	Iteration 34Q: 3 clusters Score -1.238426e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -12384506.000000 Penalty: 5708.915527
	Iteration 35Q: 3 clusters Score -1.238451e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -12384828.000000 Penalty: 5708.915527
	Iteration 36Q: 3 clusters Score -1.238483e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -12385058.000000 Penalty: 5708.915527
	Iteration 37Q: 3 clusters Score -1.238506e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89872 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -12385344.000000 Penalty: 5708.915527
	Iteration 38Q: 3 clusters Score -1.238534e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -12385573.000000 Penalty: 5708.915527
	Iteration 39Q: 3 clusters Score -1.238557e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -12385830.000000 Penalty: 5708.915527
	Iteration 40F: 3 clusters Score -1.238583e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -12386026.000000 Penalty: 5708.915527
	Iteration 41Q: 3 clusters Score -1.238603e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -12386264.000000 Penalty: 5708.915527
	Iteration 42Q: 3 clusters Score -1.238626e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -12386386.000000 Penalty: 5708.915527
	Iteration 43Q: 3 clusters Score -1.238639e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -12386521.000000 Penalty: 5708.915527
	Iteration 44Q: 3 clusters Score -1.238652e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -12386620.000000 Penalty: 5708.915527
	Iteration 45Q: 3 clusters Score -1.238662e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94445 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -12386773.000000 Penalty: 5708.915527
	Iteration 46Q: 3 clusters Score -1.238677e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94815 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -12386883.000000 Penalty: 5708.915527
	Iteration 47Q: 3 clusters Score -1.238688e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -12387020.000000 Penalty: 5708.915527
	Iteration 48Q: 3 clusters Score -1.238702e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -12387070.000000 Penalty: 5708.915527
	Iteration 49Q: 3 clusters Score -1.238707e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -12387134.000000 Penalty: 5708.915527
	Iteration 50Q: 3 clusters Score -1.238713e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -12387139.000000 Penalty: 5708.915527
	Iteration 51Q: 3 clusters Score -1.238714e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -12387149.000000 Penalty: 5708.915527
	Iteration 52Q: 3 clusters Score -1.238715e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -12387170.000000 Penalty: 5708.915527
	Iteration 53Q: 3 clusters Score -1.238717e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -12387179.000000 Penalty: 5708.915527
	Iteration 54Q: 3 clusters Score -1.238718e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -12387218.000000 Penalty: 5708.915527
	Iteration 55Q: 3 clusters Score -1.238722e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -12387231.000000 Penalty: 5708.915527
	Iteration 56Q: 3 clusters Score -1.238723e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -12387247.000000 Penalty: 5708.915527
	Iteration 57Q: 3 clusters Score -1.238725e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -12387275.000000 Penalty: 5708.915527
	Iteration 58Q: 3 clusters Score -1.238728e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -12387284.000000 Penalty: 5708.915527
	Iteration 59Q: 3 clusters Score -1.238728e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96779 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -12387276.000000 Penalty: 5708.915527
	Iteration 60F: 3 clusters Score -1.238728e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12387318.000000 Penalty: 5708.915527
	Iteration 61Q: 3 clusters Score -1.238732e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -12387339.000000 Penalty: 5708.915527
	Iteration 62Q: 3 clusters Score -1.238734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -12387344.000000 Penalty: 5708.915527
	Iteration 63Q: 3 clusters Score -1.238734e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -12387350.000000 Penalty: 5708.915527
	Iteration 64Q: 3 clusters Score -1.238735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -12387354.000000 Penalty: 5708.915527
	Iteration 65Q: 3 clusters Score -1.238735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -12387366.000000 Penalty: 5708.915527
	Iteration 66Q: 3 clusters Score -1.238737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -12387374.000000 Penalty: 5708.915527
	Iteration 67Q: 3 clusters Score -1.238737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97071 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -12387378.000000 Penalty: 5708.915527
	Iteration 68Q: 3 clusters Score -1.238738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -12387386.000000 Penalty: 5708.915527
	Iteration 69Q: 3 clusters Score -1.238739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -12387373.000000 Penalty: 5708.915527
	Iteration 70Q: 3 clusters Score -1.238737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -12387373.000000 Penalty: 5708.915527
	Iteration 71Q: 3 clusters Score -1.238737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97097 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -12387379.000000 Penalty: 5708.915527
	Iteration 72Q: 3 clusters Score -1.238738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -12387384.000000 Penalty: 5708.915527
	Iteration 73Q: 3 clusters Score -1.238738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -12387379.000000 Penalty: 5708.915527
	Iteration 74Q: 3 clusters Score -1.238738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12387376.000000 Penalty: 5708.915527
	Iteration 75Q: 3 clusters Score -1.238738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -12387381.000000 Penalty: 5708.915527
	Iteration 76Q: 3 clusters Score -1.238738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -12387390.000000 Penalty: 5708.915527
	Iteration 77Q: 3 clusters Score -1.238739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12387388.000000 Penalty: 5708.915527
	Iteration 78Q: 3 clusters Score -1.238739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -12387395.000000 Penalty: 5708.915527
	Iteration 79Q: 3 clusters Score -1.23874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -12387402.000000 Penalty: 5708.915527
	Iteration 80F: 3 clusters Score -1.23874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12387395.000000 Penalty: 5708.915527
	Iteration 81Q: 3 clusters Score -1.23874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -12387396.000000 Penalty: 5708.915527
	Iteration 82Q: 3 clusters Score -1.23874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12387402.000000 Penalty: 5708.915527
	Iteration 83Q: 3 clusters Score -1.23874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -12387411.000000 Penalty: 5708.915527
	Iteration 84Q: 3 clusters Score -1.238741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12387404.000000 Penalty: 5708.915527
	Iteration 85Q: 3 clusters Score -1.23874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97199 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12387417.000000 Penalty: 5708.915527
	Iteration 86Q: 3 clusters Score -1.238742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12387420.000000 Penalty: 5708.915527
	Iteration 87Q: 3 clusters Score -1.238742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12387413.000000 Penalty: 5708.915527
	Iteration 88Q: 3 clusters Score -1.238741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12387420.000000 Penalty: 5708.915527
	Iteration 89Q: 3 clusters Score -1.238742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12387423.000000 Penalty: 5708.915527
	Iteration 90Q: 3 clusters Score -1.238742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -12387433.000000 Penalty: 5708.915527
	Iteration 91Q: 3 clusters Score -1.238743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -12387418.000000 Penalty: 5708.915527
	Iteration 92Q: 3 clusters Score -1.238742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -12387411.000000 Penalty: 5708.915527
	Iteration 93Q: 3 clusters Score -1.238741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12387407.000000 Penalty: 5708.915527
	Iteration 94Q: 3 clusters Score -1.238741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -12387412.000000 Penalty: 5708.915527
	Iteration 95Q: 3 clusters Score -1.238741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -12387425.000000 Penalty: 5708.915527
	Iteration 96Q: 3 clusters Score -1.238742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12387415.000000 Penalty: 5708.915527
	Iteration 97Q: 3 clusters Score -1.238742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97254 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -12387413.000000 Penalty: 5708.915527
	Iteration 98Q: 3 clusters Score -1.238741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -12387412.000000 Penalty: 5708.915527
	Iteration 99Q: 3 clusters Score -1.238741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12387413.000000 Penalty: 5708.915527
	Iteration 100F: 3 clusters Score -1.238741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -12387417.000000 Penalty: 5708.915527
	Iteration 101Q: 3 clusters Score -1.238742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12387408.000000 Penalty: 5708.915527
	Iteration 102Q: 3 clusters Score -1.238741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12387417.000000 Penalty: 5708.915527
	Iteration 103Q: 3 clusters Score -1.238742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12387429.000000 Penalty: 5708.915527
	Iteration 104Q: 3 clusters Score -1.238743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97279 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12387431.000000 Penalty: 5708.915527
	Iteration 105Q: 3 clusters Score -1.238743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -12387431.000000 Penalty: 5708.915527
	Iteration 106Q: 3 clusters Score -1.238743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12387427.000000 Penalty: 5708.915527
	Iteration 107Q: 3 clusters Score -1.238743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12387428.000000 Penalty: 5708.915527
	Iteration 108Q: 3 clusters Score -1.238743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12387428.000000 Penalty: 5708.915527
	Iteration 109F: 3 clusters Score -1.238743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154282 members 
Entering Unmasked Estep 
Score: -19038026.000000 Penalty: 2962.741211
	Iteration 0F: 2 clusters Score -1.903803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -18935506.000000 Penalty: 5925.482422
	Iteration 0F: 3 clusters Score -1.893551e+07 nChanged 73658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -18978694.000000 Penalty: 5925.482422
	Iteration 1F: 3 clusters Score -1.897869e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 87066 members 
Entering Unmasked Estep 
Score: -18980388.000000 Penalty: 5925.482422
	Iteration 2Q: 3 clusters Score -1.898039e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 92543 members 
Entering Unmasked Estep 
Score: -18983196.000000 Penalty: 5925.482422
	Iteration 3Q: 3 clusters Score -1.89832e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -18988092.000000 Penalty: 5925.482422
	Iteration 4F: 3 clusters Score -1.898809e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -18996146.000000 Penalty: 5925.482422
	Iteration 5F: 3 clusters Score -1.899615e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -19007506.000000 Penalty: 5925.482422
	Iteration 6F: 3 clusters Score -1.900751e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -19020028.000000 Penalty: 5925.482422
	Iteration 7F: 3 clusters Score -1.902003e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 146612 members 
Entering Unmasked Estep 
Score: -19028804.000000 Penalty: 5925.482422
	Iteration 8F: 3 clusters Score -1.90288e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -19032672.000000 Penalty: 5925.482422
	Iteration 9Q: 3 clusters Score -1.903267e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 153135 members 
Entering Unmasked Estep 
Score: -19034328.000000 Penalty: 5925.482422
	Iteration 10Q: 3 clusters Score -1.903433e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -19034910.000000 Penalty: 5925.482422
	Iteration 11Q: 3 clusters Score -1.903491e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -19035134.000000 Penalty: 5925.482422
	Iteration 12Q: 3 clusters Score -1.903513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 153992 members 
Entering Unmasked Estep 
Score: -19035264.000000 Penalty: 5925.482422
	Iteration 13Q: 3 clusters Score -1.903526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 154016 members 
Entering Unmasked Estep 
Score: -19035318.000000 Penalty: 5925.482422
	Iteration 14Q: 3 clusters Score -1.903532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -19035348.000000 Penalty: 5925.482422
	Iteration 15Q: 3 clusters Score -1.903535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 154039 members 
Entering Unmasked Estep 
Score: -19035348.000000 Penalty: 5925.482422
	Iteration 16Q: 3 clusters Score -1.903535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 154046 members 
Entering Unmasked Estep 
Score: -19035376.000000 Penalty: 5925.482422
	Iteration 17Q: 3 clusters Score -1.903538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -19035386.000000 Penalty: 5925.482422
	Iteration 18Q: 3 clusters Score -1.903539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -19035404.000000 Penalty: 5925.482422
	Iteration 19Q: 3 clusters Score -1.90354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -19035396.000000 Penalty: 5925.482422
	Iteration 20F: 3 clusters Score -1.90354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -19035398.000000 Penalty: 5925.482422
	Iteration 21Q: 3 clusters Score -1.90354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -19035398.000000 Penalty: 5925.482422
	Iteration 22F: 3 clusters Score -1.90354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -109408.515625 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -109408.5 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 541 members 
Entering Unmasked Estep 
Score: -107501.703125 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -107501.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107829.320312 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -107829.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107926.710938 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -107926.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107997.070312 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -107997.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108063.921875 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -108063.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -108140.640625 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -108140.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -108199.546875 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -108199.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108272.515625 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -108272.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108328.445312 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -108328.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108370.226562 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -108370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108413.531250 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -108413.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -108441.226562 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -108441.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108464.523438 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -108464.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -108478.562500 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -108478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -108493.742188 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -108493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -108508.046875 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -108508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108523.398438 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -108523.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108540.351562 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -108540.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108558.531250 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -108558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108587.937500 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -108587.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108625.640625 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -108625.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108664.039062 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -108664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -108694.437500 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -108694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108715.726562 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -108715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108717.351562 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -108717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108717.351562 Penalty: 3432.653076
	Iteration 25F: 3 clusters Score -108717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Entering Unmasked Estep 
Score: -13870467.000000 Penalty: 2882.452637
	Iteration 0F: 2 clusters Score -1.387047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -13795994.000000 Penalty: 5764.905273
	Iteration 0F: 3 clusters Score -1.379599e+07 nChanged 53034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -13826224.000000 Penalty: 5764.905273
	Iteration 1F: 3 clusters Score -1.382622e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -13826987.000000 Penalty: 5764.905273
	Iteration 2Q: 3 clusters Score -1.382699e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -13827960.000000 Penalty: 5764.905273
	Iteration 3Q: 3 clusters Score -1.382796e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -13829100.000000 Penalty: 5764.905273
	Iteration 4Q: 3 clusters Score -1.38291e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -13830785.000000 Penalty: 5764.905273
	Iteration 5Q: 3 clusters Score -1.383078e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -13833706.000000 Penalty: 5764.905273
	Iteration 6F: 3 clusters Score -1.383371e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -13838949.000000 Penalty: 5764.905273
	Iteration 7F: 3 clusters Score -1.383895e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -13846138.000000 Penalty: 5764.905273
	Iteration 8F: 3 clusters Score -1.384614e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -13853875.000000 Penalty: 5764.905273
	Iteration 9F: 3 clusters Score -1.385388e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -13860173.000000 Penalty: 5764.905273
	Iteration 10F: 3 clusters Score -1.386017e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -13863785.000000 Penalty: 5764.905273
	Iteration 11Q: 3 clusters Score -1.386378e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -13865418.000000 Penalty: 5764.905273
	Iteration 12Q: 3 clusters Score -1.386542e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -13866054.000000 Penalty: 5764.905273
	Iteration 13Q: 3 clusters Score -1.386605e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -13866497.000000 Penalty: 5764.905273
	Iteration 14Q: 3 clusters Score -1.38665e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -13866916.000000 Penalty: 5764.905273
	Iteration 15Q: 3 clusters Score -1.386692e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 105077 members 
Entering Unmasked Estep 
Score: -13867116.000000 Penalty: 5764.905273
	Iteration 16Q: 3 clusters Score -1.386712e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -13867288.000000 Penalty: 5764.905273
	Iteration 17Q: 3 clusters Score -1.386729e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -13867451.000000 Penalty: 5764.905273
	Iteration 18Q: 3 clusters Score -1.386745e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -13867515.000000 Penalty: 5764.905273
	Iteration 19Q: 3 clusters Score -1.386752e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 106746 members 
Entering Unmasked Estep 
Score: -13867631.000000 Penalty: 5764.905273
	Iteration 20F: 3 clusters Score -1.386763e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -13867679.000000 Penalty: 5764.905273
	Iteration 21Q: 3 clusters Score -1.386768e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 107203 members 
Entering Unmasked Estep 
Score: -13867704.000000 Penalty: 5764.905273
	Iteration 22Q: 3 clusters Score -1.38677e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -13867725.000000 Penalty: 5764.905273
	Iteration 23Q: 3 clusters Score -1.386772e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -13867765.000000 Penalty: 5764.905273
	Iteration 24Q: 3 clusters Score -1.386776e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 107686 members 
Entering Unmasked Estep 
Score: -13867794.000000 Penalty: 5764.905273
	Iteration 25Q: 3 clusters Score -1.386779e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -13867825.000000 Penalty: 5764.905273
	Iteration 26Q: 3 clusters Score -1.386782e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 107960 members 
Entering Unmasked Estep 
Score: -13867878.000000 Penalty: 5764.905273
	Iteration 27Q: 3 clusters Score -1.386788e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -13867901.000000 Penalty: 5764.905273
	Iteration 28Q: 3 clusters Score -1.38679e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
Score: -13867910.000000 Penalty: 5764.905273
	Iteration 29Q: 3 clusters Score -1.386791e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -13867938.000000 Penalty: 5764.905273
	Iteration 30Q: 3 clusters Score -1.386794e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 108312 members 
Entering Unmasked Estep 
Score: -13867964.000000 Penalty: 5764.905273
	Iteration 31Q: 3 clusters Score -1.386796e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 108377 members 
Entering Unmasked Estep 
Score: -13867972.000000 Penalty: 5764.905273
	Iteration 32Q: 3 clusters Score -1.386797e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -13867949.000000 Penalty: 5764.905273
	Iteration 33Q: 3 clusters Score -1.386795e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -13867970.000000 Penalty: 5764.905273
	Iteration 34Q: 3 clusters Score -1.386797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 108550 members 
Entering Unmasked Estep 
Score: -13867959.000000 Penalty: 5764.905273
	Iteration 35Q: 3 clusters Score -1.386796e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 108610 members 
Entering Unmasked Estep 
Score: -13867992.000000 Penalty: 5764.905273
	Iteration 36Q: 3 clusters Score -1.386799e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -13867987.000000 Penalty: 5764.905273
	Iteration 37Q: 3 clusters Score -1.386799e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
Score: -13867981.000000 Penalty: 5764.905273
	Iteration 38Q: 3 clusters Score -1.386798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 108783 members 
Entering Unmasked Estep 
Score: -13867974.000000 Penalty: 5764.905273
	Iteration 39Q: 3 clusters Score -1.386797e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -13867957.000000 Penalty: 5764.905273
	Iteration 40F: 3 clusters Score -1.386796e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 108902 members 
Entering Unmasked Estep 
Score: -13868002.000000 Penalty: 5764.905273
	Iteration 41Q: 3 clusters Score -1.3868e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -13868008.000000 Penalty: 5764.905273
	Iteration 42Q: 3 clusters Score -1.386801e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -13868031.000000 Penalty: 5764.905273
	Iteration 43Q: 3 clusters Score -1.386803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -13868037.000000 Penalty: 5764.905273
	Iteration 44Q: 3 clusters Score -1.386804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -13868023.000000 Penalty: 5764.905273
	Iteration 45Q: 3 clusters Score -1.386802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 109151 members 
Entering Unmasked Estep 
Score: -13868049.000000 Penalty: 5764.905273
	Iteration 46Q: 3 clusters Score -1.386805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -13868040.000000 Penalty: 5764.905273
	Iteration 47Q: 3 clusters Score -1.386804e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -13868048.000000 Penalty: 5764.905273
	Iteration 48Q: 3 clusters Score -1.386805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -13868038.000000 Penalty: 5764.905273
	Iteration 49Q: 3 clusters Score -1.386804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -13868032.000000 Penalty: 5764.905273
	Iteration 50Q: 3 clusters Score -1.386803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -13868033.000000 Penalty: 5764.905273
	Iteration 51Q: 3 clusters Score -1.386803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -13868047.000000 Penalty: 5764.905273
	Iteration 52Q: 3 clusters Score -1.386805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 109308 members 
Entering Unmasked Estep 
Score: -13868053.000000 Penalty: 5764.905273
	Iteration 53Q: 3 clusters Score -1.386805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -13868048.000000 Penalty: 5764.905273
	Iteration 54Q: 3 clusters Score -1.386805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 109340 members 
Entering Unmasked Estep 
Score: -13868060.000000 Penalty: 5764.905273
	Iteration 55Q: 3 clusters Score -1.386806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -13868071.000000 Penalty: 5764.905273
	Iteration 56Q: 3 clusters Score -1.386807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -13868080.000000 Penalty: 5764.905273
	Iteration 57Q: 3 clusters Score -1.386808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -13868079.000000 Penalty: 5764.905273
	Iteration 58Q: 3 clusters Score -1.386808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 109393 members 
Entering Unmasked Estep 
Score: -13868080.000000 Penalty: 5764.905273
	Iteration 59Q: 3 clusters Score -1.386808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 109416 members 
Entering Unmasked Estep 
Score: -13868081.000000 Penalty: 5764.905273
	Iteration 60F: 3 clusters Score -1.386808e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -13868067.000000 Penalty: 5764.905273
	Iteration 61Q: 3 clusters Score -1.386807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -13868086.000000 Penalty: 5764.905273
	Iteration 62Q: 3 clusters Score -1.386809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 109460 members 
Entering Unmasked Estep 
Score: -13868081.000000 Penalty: 5764.905273
	Iteration 63Q: 3 clusters Score -1.386808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -13868086.000000 Penalty: 5764.905273
	Iteration 64Q: 3 clusters Score -1.386809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 109480 members 
Entering Unmasked Estep 
Score: -13868097.000000 Penalty: 5764.905273
	Iteration 65Q: 3 clusters Score -1.38681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -13868083.000000 Penalty: 5764.905273
	Iteration 66Q: 3 clusters Score -1.386808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 109495 members 
Entering Unmasked Estep 
Score: -13868089.000000 Penalty: 5764.905273
	Iteration 67Q: 3 clusters Score -1.386809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -13868097.000000 Penalty: 5764.905273
	Iteration 68Q: 3 clusters Score -1.38681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -13868083.000000 Penalty: 5764.905273
	Iteration 69Q: 3 clusters Score -1.386808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 109512 members 
Entering Unmasked Estep 
Score: -13868072.000000 Penalty: 5764.905273
	Iteration 70Q: 3 clusters Score -1.386807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 109515 members 
Entering Unmasked Estep 
Score: -13868084.000000 Penalty: 5764.905273
	Iteration 71Q: 3 clusters Score -1.386808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
Score: -13868077.000000 Penalty: 5764.905273
	Iteration 72Q: 3 clusters Score -1.386808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -13868087.000000 Penalty: 5764.905273
	Iteration 73Q: 3 clusters Score -1.386809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -13868077.000000 Penalty: 5764.905273
	Iteration 74Q: 3 clusters Score -1.386808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -13868085.000000 Penalty: 5764.905273
	Iteration 75Q: 3 clusters Score -1.386808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -13868084.000000 Penalty: 5764.905273
	Iteration 76Q: 3 clusters Score -1.386808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -13868097.000000 Penalty: 5764.905273
	Iteration 77Q: 3 clusters Score -1.38681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -13868106.000000 Penalty: 5764.905273
	Iteration 78Q: 3 clusters Score -1.386811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -13868109.000000 Penalty: 5764.905273
	Iteration 79Q: 3 clusters Score -1.386811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -13868095.000000 Penalty: 5764.905273
	Iteration 80F: 3 clusters Score -1.38681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 109562 members 
Entering Unmasked Estep 
Score: -13868107.000000 Penalty: 5764.905273
	Iteration 81Q: 3 clusters Score -1.386811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -13868120.000000 Penalty: 5764.905273
	Iteration 82Q: 3 clusters Score -1.386812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -13868121.000000 Penalty: 5764.905273
	Iteration 83Q: 3 clusters Score -1.386812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -13868117.000000 Penalty: 5764.905273
	Iteration 84Q: 3 clusters Score -1.386812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -13868111.000000 Penalty: 5764.905273
	Iteration 85Q: 3 clusters Score -1.386811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 109585 members 
Entering Unmasked Estep 
Score: -13868117.000000 Penalty: 5764.905273
	Iteration 86Q: 3 clusters Score -1.386812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 109586 members 
Entering Unmasked Estep 
Score: -13868119.000000 Penalty: 5764.905273
	Iteration 87Q: 3 clusters Score -1.386812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 109588 members 
Entering Unmasked Estep 
Score: -13868120.000000 Penalty: 5764.905273
	Iteration 88Q: 3 clusters Score -1.386812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 109591 members 
Entering Unmasked Estep 
Score: -13868122.000000 Penalty: 5764.905273
	Iteration 89Q: 3 clusters Score -1.386812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -13868119.000000 Penalty: 5764.905273
	Iteration 90Q: 3 clusters Score -1.386812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -13868128.000000 Penalty: 5764.905273
	Iteration 91Q: 3 clusters Score -1.386813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -13868121.000000 Penalty: 5764.905273
	Iteration 92Q: 3 clusters Score -1.386812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 109602 members 
Entering Unmasked Estep 
Score: -13868119.000000 Penalty: 5764.905273
	Iteration 93Q: 3 clusters Score -1.386812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -13868111.000000 Penalty: 5764.905273
	Iteration 94Q: 3 clusters Score -1.386811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -13868124.000000 Penalty: 5764.905273
	Iteration 95Q: 3 clusters Score -1.386812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -13868129.000000 Penalty: 5764.905273
	Iteration 96Q: 3 clusters Score -1.386813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -13868109.000000 Penalty: 5764.905273
	Iteration 97Q: 3 clusters Score -1.386811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -13868100.000000 Penalty: 5764.905273
	Iteration 98Q: 3 clusters Score -1.38681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -13868100.000000 Penalty: 5764.905273
	Iteration 99Q: 3 clusters Score -1.38681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -13868123.000000 Penalty: 5764.905273
	Iteration 100F: 3 clusters Score -1.386812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -13868123.000000 Penalty: 5764.905273
	Iteration 101Q: 3 clusters Score -1.386812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -13868118.000000 Penalty: 5764.905273
	Iteration 102Q: 3 clusters Score -1.386812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 109654 members 
Entering Unmasked Estep 
Score: -13868113.000000 Penalty: 5764.905273
	Iteration 103Q: 3 clusters Score -1.386811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -13868127.000000 Penalty: 5764.905273
	Iteration 104Q: 3 clusters Score -1.386813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -13868115.000000 Penalty: 5764.905273
	Iteration 105Q: 3 clusters Score -1.386812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 109669 members 
Entering Unmasked Estep 
Score: -13868123.000000 Penalty: 5764.905273
	Iteration 106Q: 3 clusters Score -1.386812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 109671 members 
Entering Unmasked Estep 
Score: -13868118.000000 Penalty: 5764.905273
	Iteration 107Q: 3 clusters Score -1.386812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -13868123.000000 Penalty: 5764.905273
	Iteration 108Q: 3 clusters Score -1.386812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 109674 members 
Entering Unmasked Estep 
Score: -13868120.000000 Penalty: 5764.905273
	Iteration 109Q: 3 clusters Score -1.386812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 109675 members 
Entering Unmasked Estep 
Score: -13868121.000000 Penalty: 5764.905273
	Iteration 110Q: 3 clusters Score -1.386812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -13868117.000000 Penalty: 5764.905273
	Iteration 111Q: 3 clusters Score -1.386812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -13868117.000000 Penalty: 5764.905273
	Iteration 112F: 3 clusters Score -1.386812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164432 members 
Entering Unmasked Estep 
Score: -20344476.000000 Penalty: 2978.542480
	Iteration 0F: 2 clusters Score -2.034448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -20236534.000000 Penalty: 5957.084961
	Iteration 0F: 3 clusters Score -2.023653e+07 nChanged 78633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -20282690.000000 Penalty: 5957.084961
	Iteration 1F: 3 clusters Score -2.028269e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -20284816.000000 Penalty: 5957.084961
	Iteration 2Q: 3 clusters Score -2.028482e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -20288630.000000 Penalty: 5957.084961
	Iteration 3Q: 3 clusters Score -2.028863e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 107317 members 
Entering Unmasked Estep 
Score: -20294608.000000 Penalty: 5957.084961
	Iteration 4F: 3 clusters Score -2.029461e+07 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 117712 members 
Entering Unmasked Estep 
Score: -20303138.000000 Penalty: 5957.084961
	Iteration 5F: 3 clusters Score -2.030314e+07 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 129332 members 
Entering Unmasked Estep 
Score: -20313414.000000 Penalty: 5957.084961
	Iteration 6F: 3 clusters Score -2.031341e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 140579 members 
Entering Unmasked Estep 
Score: -20323664.000000 Penalty: 5957.084961
	Iteration 7F: 3 clusters Score -2.032366e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 149680 members 
Entering Unmasked Estep 
Score: -20331762.000000 Penalty: 5957.084961
	Iteration 8F: 3 clusters Score -2.033176e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 155892 members 
Entering Unmasked Estep 
Score: -20336688.000000 Penalty: 5957.084961
	Iteration 9Q: 3 clusters Score -2.033669e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -20339266.000000 Penalty: 5957.084961
	Iteration 10Q: 3 clusters Score -2.033927e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 161608 members 
Entering Unmasked Estep 
Score: -20340474.000000 Penalty: 5957.084961
	Iteration 11Q: 3 clusters Score -2.034047e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -20341018.000000 Penalty: 5957.084961
	Iteration 12Q: 3 clusters Score -2.034102e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 163084 members 
Entering Unmasked Estep 
Score: -20341434.000000 Penalty: 5957.084961
	Iteration 13Q: 3 clusters Score -2.034143e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 163328 members 
Entering Unmasked Estep 
Score: -20341614.000000 Penalty: 5957.084961
	Iteration 14Q: 3 clusters Score -2.034161e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 163499 members 
Entering Unmasked Estep 
Score: -20341752.000000 Penalty: 5957.084961
	Iteration 15Q: 3 clusters Score -2.034175e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -20341886.000000 Penalty: 5957.084961
	Iteration 16Q: 3 clusters Score -2.034189e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -20341926.000000 Penalty: 5957.084961
	Iteration 17Q: 3 clusters Score -2.034193e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -20341970.000000 Penalty: 5957.084961
	Iteration 18Q: 3 clusters Score -2.034197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 163710 members 
Entering Unmasked Estep 
Score: -20341976.000000 Penalty: 5957.084961
	Iteration 19Q: 3 clusters Score -2.034198e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -20342000.000000 Penalty: 5957.084961
	Iteration 20F: 3 clusters Score -2.0342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -20342014.000000 Penalty: 5957.084961
	Iteration 21Q: 3 clusters Score -2.034201e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -20342030.000000 Penalty: 5957.084961
	Iteration 22Q: 3 clusters Score -2.034203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -20342062.000000 Penalty: 5957.084961
	Iteration 23Q: 3 clusters Score -2.034206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -20342056.000000 Penalty: 5957.084961
	Iteration 24Q: 3 clusters Score -2.034206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 163789 members 
Entering Unmasked Estep 
Score: -20342078.000000 Penalty: 5957.084961
	Iteration 25Q: 3 clusters Score -2.034208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 163787 members 
Entering Unmasked Estep 
Score: -20342086.000000 Penalty: 5957.084961
	Iteration 26Q: 3 clusters Score -2.034209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -20342108.000000 Penalty: 5957.084961
	Iteration 27Q: 3 clusters Score -2.034211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -20342100.000000 Penalty: 5957.084961
	Iteration 28Q: 3 clusters Score -2.03421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20342118.000000 Penalty: 5957.084961
	Iteration 29Q: 3 clusters Score -2.034212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20342106.000000 Penalty: 5957.084961
	Iteration 30Q: 3 clusters Score -2.034211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -20342108.000000 Penalty: 5957.084961
	Iteration 31Q: 3 clusters Score -2.034211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20342114.000000 Penalty: 5957.084961
	Iteration 32Q: 3 clusters Score -2.034211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20342114.000000 Penalty: 5957.084961
	Iteration 33F: 3 clusters Score -2.034211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -773564.375000 Penalty: 2182.278809
	Iteration 0F: 2 clusters Score -773564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -768096.687500 Penalty: 4364.557617
	Iteration 0F: 3 clusters Score -768096.7 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -769645.500000 Penalty: 4364.557617
	Iteration 1F: 3 clusters Score -769645.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -769996.687500 Penalty: 4364.557617
	Iteration 2F: 3 clusters Score -769996.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -770413.812500 Penalty: 4364.557617
	Iteration 3F: 3 clusters Score -770413.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -770892.812500 Penalty: 4364.557617
	Iteration 4F: 3 clusters Score -770892.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -771295.062500 Penalty: 4364.557617
	Iteration 5F: 3 clusters Score -771295.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -771610.187500 Penalty: 4364.557617
	Iteration 6F: 3 clusters Score -771610.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -771844.062500 Penalty: 4364.557617
	Iteration 7Q: 3 clusters Score -771844.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -772021.687500 Penalty: 4364.557617
	Iteration 8Q: 3 clusters Score -772021.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -772158.625000 Penalty: 4364.557617
	Iteration 9Q: 3 clusters Score -772158.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -772250.687500 Penalty: 4364.557617
	Iteration 10Q: 3 clusters Score -772250.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -772308.000000 Penalty: 4364.557617
	Iteration 11Q: 3 clusters Score -772308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -772350.312500 Penalty: 4364.557617
	Iteration 12Q: 3 clusters Score -772350.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -772382.562500 Penalty: 4364.557617
	Iteration 13Q: 3 clusters Score -772382.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -772405.375000 Penalty: 4364.557617
	Iteration 14Q: 3 clusters Score -772405.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -772422.687500 Penalty: 4364.557617
	Iteration 15Q: 3 clusters Score -772422.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -772437.875000 Penalty: 4364.557617
	Iteration 16Q: 3 clusters Score -772437.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -772448.187500 Penalty: 4364.557617
	Iteration 17Q: 3 clusters Score -772448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -772455.562500 Penalty: 4364.557617
	Iteration 18Q: 3 clusters Score -772455.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -772465.687500 Penalty: 4364.557617
	Iteration 19Q: 3 clusters Score -772465.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -772476.687500 Penalty: 4364.557617
	Iteration 20F: 3 clusters Score -772476.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -772485.187500 Penalty: 4364.557617
	Iteration 21Q: 3 clusters Score -772485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -772490.937500 Penalty: 4364.557617
	Iteration 22Q: 3 clusters Score -772490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -772492.437500 Penalty: 4364.557617
	Iteration 23Q: 3 clusters Score -772492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -772498.187500 Penalty: 4364.557617
	Iteration 24Q: 3 clusters Score -772498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -772499.687500 Penalty: 4364.557617
	Iteration 25Q: 3 clusters Score -772499.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -772503.250000 Penalty: 4364.557617
	Iteration 26Q: 3 clusters Score -772503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -772506.437500 Penalty: 4364.557617
	Iteration 27Q: 3 clusters Score -772506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -772507.687500 Penalty: 4364.557617
	Iteration 28Q: 3 clusters Score -772507.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -772511.437500 Penalty: 4364.557617
	Iteration 29Q: 3 clusters Score -772511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -772512.562500 Penalty: 4364.557617
	Iteration 30Q: 3 clusters Score -772512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -772512.562500 Penalty: 4364.557617
	Iteration 31Q: 3 clusters Score -772512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -772513.750000 Penalty: 4364.557617
	Iteration 32Q: 3 clusters Score -772513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -772513.312500 Penalty: 4364.557617
	Iteration 33Q: 3 clusters Score -772513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -772514.625000 Penalty: 4364.557617
	Iteration 34Q: 3 clusters Score -772514.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -772515.062500 Penalty: 4364.557617
	Iteration 35Q: 3 clusters Score -772515.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -772515.062500 Penalty: 4364.557617
	Iteration 36F: 3 clusters Score -772515.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Entering Unmasked Estep 
Score: -19985522.000000 Penalty: 2973.948486
	Iteration 0F: 2 clusters Score -1.998552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -19878774.000000 Penalty: 5947.896973
	Iteration 0F: 3 clusters Score -1.987877e+07 nChanged 77022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -19923766.000000 Penalty: 5947.896973
	Iteration 1F: 3 clusters Score -1.992377e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -19924570.000000 Penalty: 5947.896973
	Iteration 2Q: 3 clusters Score -1.992457e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -19925746.000000 Penalty: 5947.896973
	Iteration 3Q: 3 clusters Score -1.992575e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -19927288.000000 Penalty: 5947.896973
	Iteration 4Q: 3 clusters Score -1.992729e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -19929758.000000 Penalty: 5947.896973
	Iteration 5Q: 3 clusters Score -1.992976e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -19933746.000000 Penalty: 5947.896973
	Iteration 6Q: 3 clusters Score -1.993375e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 110622 members 
Entering Unmasked Estep 
Score: -19940460.000000 Penalty: 5947.896973
	Iteration 7F: 3 clusters Score -1.994046e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -19949562.000000 Penalty: 5947.896973
	Iteration 8F: 3 clusters Score -1.994956e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 134799 members 
Entering Unmasked Estep 
Score: -19960484.000000 Penalty: 5947.896973
	Iteration 9F: 3 clusters Score -1.996048e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -19970468.000000 Penalty: 5947.896973
	Iteration 10F: 3 clusters Score -1.997047e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 153053 members 
Entering Unmasked Estep 
Score: -19976982.000000 Penalty: 5947.896973
	Iteration 11Q: 3 clusters Score -1.997698e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 157106 members 
Entering Unmasked Estep 
Score: -19980072.000000 Penalty: 5947.896973
	Iteration 12Q: 3 clusters Score -1.998007e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 159076 members 
Entering Unmasked Estep 
Score: -19981540.000000 Penalty: 5947.896973
	Iteration 13Q: 3 clusters Score -1.998154e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 159958 members 
Entering Unmasked Estep 
Score: -19982222.000000 Penalty: 5947.896973
	Iteration 14Q: 3 clusters Score -1.998222e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -19982522.000000 Penalty: 5947.896973
	Iteration 15Q: 3 clusters Score -1.998252e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 160555 members 
Entering Unmasked Estep 
Score: -19982658.000000 Penalty: 5947.896973
	Iteration 16Q: 3 clusters Score -1.998266e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 160671 members 
Entering Unmasked Estep 
Score: -19982750.000000 Penalty: 5947.896973
	Iteration 17Q: 3 clusters Score -1.998275e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 160752 members 
Entering Unmasked Estep 
Score: -19982836.000000 Penalty: 5947.896973
	Iteration 18Q: 3 clusters Score -1.998284e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 160797 members 
Entering Unmasked Estep 
Score: -19982876.000000 Penalty: 5947.896973
	Iteration 19Q: 3 clusters Score -1.998288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19982924.000000 Penalty: 5947.896973
	Iteration 20F: 3 clusters Score -1.998292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 160843 members 
Entering Unmasked Estep 
Score: -19982948.000000 Penalty: 5947.896973
	Iteration 21Q: 3 clusters Score -1.998295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -19982958.000000 Penalty: 5947.896973
	Iteration 22Q: 3 clusters Score -1.998296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 160877 members 
Entering Unmasked Estep 
Score: -19982980.000000 Penalty: 5947.896973
	Iteration 23Q: 3 clusters Score -1.998298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 160887 members 
Entering Unmasked Estep 
Score: -19982990.000000 Penalty: 5947.896973
	Iteration 24Q: 3 clusters Score -1.998299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -19983002.000000 Penalty: 5947.896973
	Iteration 25Q: 3 clusters Score -1.9983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 160901 members 
Entering Unmasked Estep 
Score: -19983020.000000 Penalty: 5947.896973
	Iteration 26Q: 3 clusters Score -1.998302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -19983020.000000 Penalty: 5947.896973
	Iteration 27Q: 3 clusters Score -1.998302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -19983036.000000 Penalty: 5947.896973
	Iteration 28Q: 3 clusters Score -1.998304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -19983026.000000 Penalty: 5947.896973
	Iteration 29Q: 3 clusters Score -1.998303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -19983030.000000 Penalty: 5947.896973
	Iteration 30Q: 3 clusters Score -1.998303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 160917 members 
Entering Unmasked Estep 
Score: -19983022.000000 Penalty: 5947.896973
	Iteration 31Q: 3 clusters Score -1.998302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 160919 members 
Entering Unmasked Estep 
Score: -19983040.000000 Penalty: 5947.896973
	Iteration 32Q: 3 clusters Score -1.998304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 160920 members 
Entering Unmasked Estep 
Score: -19983038.000000 Penalty: 5947.896973
	Iteration 33Q: 3 clusters Score -1.998304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -19983044.000000 Penalty: 5947.896973
	Iteration 34Q: 3 clusters Score -1.998304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -19983040.000000 Penalty: 5947.896973
	Iteration 35Q: 3 clusters Score -1.998304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -19983040.000000 Penalty: 5947.896973
	Iteration 36F: 3 clusters Score -1.998304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181542 members 
Entering Unmasked Estep 
Score: -22222704.000000 Penalty: 3003.092041
	Iteration 0F: 2 clusters Score -2.22227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -22102694.000000 Penalty: 6006.184082
	Iteration 0F: 3 clusters Score -2.210269e+07 nChanged 87356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -22153560.000000 Penalty: 6006.184082
	Iteration 1F: 3 clusters Score -2.215356e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -22154462.000000 Penalty: 6006.184082
	Iteration 2Q: 3 clusters Score -2.215446e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -22155700.000000 Penalty: 6006.184082
	Iteration 3Q: 3 clusters Score -2.21557e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 87154 members 
Entering Unmasked Estep 
Score: -22157054.000000 Penalty: 6006.184082
	Iteration 4Q: 3 clusters Score -2.215705e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 85188 members 
Entering Unmasked Estep 
Score: -22158736.000000 Penalty: 6006.184082
	Iteration 5Q: 3 clusters Score -2.215874e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -22161380.000000 Penalty: 6006.184082
	Iteration 6Q: 3 clusters Score -2.216138e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104224 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -22165392.000000 Penalty: 6006.184082
	Iteration 7Q: 3 clusters Score -2.216539e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110798 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -22171302.000000 Penalty: 6006.184082
	Iteration 8F: 3 clusters Score -2.21713e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119136 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -22178984.000000 Penalty: 6006.184082
	Iteration 9F: 3 clusters Score -2.217898e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128740 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -22188806.000000 Penalty: 6006.184082
	Iteration 10F: 3 clusters Score -2.218881e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -22198884.000000 Penalty: 6006.184082
	Iteration 11F: 3 clusters Score -2.219888e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144370 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -22206486.000000 Penalty: 6006.184082
	Iteration 12F: 3 clusters Score -2.220649e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149036 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -22210892.000000 Penalty: 6006.184082
	Iteration 13Q: 3 clusters Score -2.221089e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -22213382.000000 Penalty: 6006.184082
	Iteration 14Q: 3 clusters Score -2.221338e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -22215116.000000 Penalty: 6006.184082
	Iteration 15Q: 3 clusters Score -2.221512e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158717 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -22216614.000000 Penalty: 6006.184082
	Iteration 16Q: 3 clusters Score -2.221661e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161210 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -22217768.000000 Penalty: 6006.184082
	Iteration 17Q: 3 clusters Score -2.221777e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -22218818.000000 Penalty: 6006.184082
	Iteration 18Q: 3 clusters Score -2.221882e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165378 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -22219504.000000 Penalty: 6006.184082
	Iteration 19Q: 3 clusters Score -2.22195e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -22220066.000000 Penalty: 6006.184082
	Iteration 20F: 3 clusters Score -2.222007e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -22220556.000000 Penalty: 6006.184082
	Iteration 21Q: 3 clusters Score -2.222056e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170222 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -22221016.000000 Penalty: 6006.184082
	Iteration 22Q: 3 clusters Score -2.222102e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -22221368.000000 Penalty: 6006.184082
	Iteration 23Q: 3 clusters Score -2.222137e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172455 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -22221574.000000 Penalty: 6006.184082
	Iteration 24Q: 3 clusters Score -2.222157e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -22221650.000000 Penalty: 6006.184082
	Iteration 25Q: 3 clusters Score -2.222165e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174021 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -22221822.000000 Penalty: 6006.184082
	Iteration 26Q: 3 clusters Score -2.222182e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -22221898.000000 Penalty: 6006.184082
	Iteration 27Q: 3 clusters Score -2.22219e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175200 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -22221920.000000 Penalty: 6006.184082
	Iteration 28Q: 3 clusters Score -2.222192e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175666 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -22221906.000000 Penalty: 6006.184082
	Iteration 29Q: 3 clusters Score -2.222191e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176044 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -22221974.000000 Penalty: 6006.184082
	Iteration 30Q: 3 clusters Score -2.222197e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176395 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -22221936.000000 Penalty: 6006.184082
	Iteration 31Q: 3 clusters Score -2.222194e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176698 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -22221950.000000 Penalty: 6006.184082
	Iteration 32Q: 3 clusters Score -2.222195e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176968 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -22221908.000000 Penalty: 6006.184082
	Iteration 33Q: 3 clusters Score -2.222191e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177168 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -22221968.000000 Penalty: 6006.184082
	Iteration 34Q: 3 clusters Score -2.222197e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -22221994.000000 Penalty: 6006.184082
	Iteration 35Q: 3 clusters Score -2.222199e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177477 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -22221980.000000 Penalty: 6006.184082
	Iteration 36Q: 3 clusters Score -2.222198e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -22221948.000000 Penalty: 6006.184082
	Iteration 37Q: 3 clusters Score -2.222195e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177726 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -22221932.000000 Penalty: 6006.184082
	Iteration 38Q: 3 clusters Score -2.222193e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177834 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -22221924.000000 Penalty: 6006.184082
	Iteration 39Q: 3 clusters Score -2.222192e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177922 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -22221952.000000 Penalty: 6006.184082
	Iteration 40F: 3 clusters Score -2.222195e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177991 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -22221930.000000 Penalty: 6006.184082
	Iteration 41Q: 3 clusters Score -2.222193e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -22221934.000000 Penalty: 6006.184082
	Iteration 42Q: 3 clusters Score -2.222193e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -22221900.000000 Penalty: 6006.184082
	Iteration 43Q: 3 clusters Score -2.22219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178162 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -22221902.000000 Penalty: 6006.184082
	Iteration 44Q: 3 clusters Score -2.22219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178206 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -22221910.000000 Penalty: 6006.184082
	Iteration 45Q: 3 clusters Score -2.222191e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178250 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -22221896.000000 Penalty: 6006.184082
	Iteration 46Q: 3 clusters Score -2.22219e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178290 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -22221900.000000 Penalty: 6006.184082
	Iteration 47Q: 3 clusters Score -2.22219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -22221898.000000 Penalty: 6006.184082
	Iteration 48Q: 3 clusters Score -2.22219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22221906.000000 Penalty: 6006.184082
	Iteration 49Q: 3 clusters Score -2.222191e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -22221886.000000 Penalty: 6006.184082
	Iteration 50Q: 3 clusters Score -2.222189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -22221920.000000 Penalty: 6006.184082
	Iteration 51Q: 3 clusters Score -2.222192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -22221928.000000 Penalty: 6006.184082
	Iteration 52Q: 3 clusters Score -2.222193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178467 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -22221906.000000 Penalty: 6006.184082
	Iteration 53Q: 3 clusters Score -2.222191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -22221910.000000 Penalty: 6006.184082
	Iteration 54Q: 3 clusters Score -2.222191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178516 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -22221900.000000 Penalty: 6006.184082
	Iteration 55Q: 3 clusters Score -2.22219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178544 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -22221890.000000 Penalty: 6006.184082
	Iteration 56Q: 3 clusters Score -2.222189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178563 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22221878.000000 Penalty: 6006.184082
	Iteration 57Q: 3 clusters Score -2.222188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22221870.000000 Penalty: 6006.184082
	Iteration 58Q: 3 clusters Score -2.222187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178597 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -22221876.000000 Penalty: 6006.184082
	Iteration 59Q: 3 clusters Score -2.222188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178609 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -22221866.000000 Penalty: 6006.184082
	Iteration 60F: 3 clusters Score -2.222187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22221870.000000 Penalty: 6006.184082
	Iteration 61Q: 3 clusters Score -2.222187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178640 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22221892.000000 Penalty: 6006.184082
	Iteration 62Q: 3 clusters Score -2.222189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -22221874.000000 Penalty: 6006.184082
	Iteration 63Q: 3 clusters Score -2.222187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178671 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22221890.000000 Penalty: 6006.184082
	Iteration 64Q: 3 clusters Score -2.222189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178688 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22221882.000000 Penalty: 6006.184082
	Iteration 65Q: 3 clusters Score -2.222188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178697 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -22221880.000000 Penalty: 6006.184082
	Iteration 66Q: 3 clusters Score -2.222188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178700 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -22221878.000000 Penalty: 6006.184082
	Iteration 67Q: 3 clusters Score -2.222188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -22221894.000000 Penalty: 6006.184082
	Iteration 68Q: 3 clusters Score -2.222189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22221880.000000 Penalty: 6006.184082
	Iteration 69Q: 3 clusters Score -2.222188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22221866.000000 Penalty: 6006.184082
	Iteration 70Q: 3 clusters Score -2.222187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -22221884.000000 Penalty: 6006.184082
	Iteration 71Q: 3 clusters Score -2.222188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178720 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22221880.000000 Penalty: 6006.184082
	Iteration 72Q: 3 clusters Score -2.222188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178722 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22221872.000000 Penalty: 6006.184082
	Iteration 73Q: 3 clusters Score -2.222187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22221872.000000 Penalty: 6006.184082
	Iteration 74Q: 3 clusters Score -2.222187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22221872.000000 Penalty: 6006.184082
	Iteration 75F: 3 clusters Score -2.222187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (193185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193185 members 
Entering Unmasked Estep 
Score: -23832494.000000 Penalty: 3018.508057
	Iteration 0F: 2 clusters Score -2.383249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -23708188.000000 Penalty: 6037.016113
	Iteration 0F: 3 clusters Score -2.370819e+07 nChanged 92861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -23761852.000000 Penalty: 6037.016113
	Iteration 1F: 3 clusters Score -2.376185e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92925 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -23762672.000000 Penalty: 6037.016113
	Iteration 2Q: 3 clusters Score -2.376267e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -23763962.000000 Penalty: 6037.016113
	Iteration 3Q: 3 clusters Score -2.376396e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87667 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -23765466.000000 Penalty: 6037.016113
	Iteration 4Q: 3 clusters Score -2.376547e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -23767652.000000 Penalty: 6037.016113
	Iteration 5Q: 3 clusters Score -2.376765e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 116825 members 
Entering Unmasked Estep 
Score: -23771452.000000 Penalty: 6037.016113
	Iteration 6Q: 3 clusters Score -2.377145e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 125950 members 
Entering Unmasked Estep 
Score: -23778000.000000 Penalty: 6037.016113
	Iteration 7F: 3 clusters Score -2.3778e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -23787702.000000 Penalty: 6037.016113
	Iteration 8F: 3 clusters Score -2.37877e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 149454 members 
Entering Unmasked Estep 
Score: -23799702.000000 Penalty: 6037.016113
	Iteration 9F: 3 clusters Score -2.37997e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -23810256.000000 Penalty: 6037.016113
	Iteration 10F: 3 clusters Score -2.381026e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 166209 members 
Entering Unmasked Estep 
Score: -23817030.000000 Penalty: 6037.016113
	Iteration 11Q: 3 clusters Score -2.381703e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 170473 members 
Entering Unmasked Estep 
Score: -23820568.000000 Penalty: 6037.016113
	Iteration 12Q: 3 clusters Score -2.382057e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 173770 members 
Entering Unmasked Estep 
Score: -23822430.000000 Penalty: 6037.016113
	Iteration 13Q: 3 clusters Score -2.382243e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -23823732.000000 Penalty: 6037.016113
	Iteration 14Q: 3 clusters Score -2.382373e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 178882 members 
Entering Unmasked Estep 
Score: -23824714.000000 Penalty: 6037.016113
	Iteration 15Q: 3 clusters Score -2.382471e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 180949 members 
Entering Unmasked Estep 
Score: -23825454.000000 Penalty: 6037.016113
	Iteration 16Q: 3 clusters Score -2.382545e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 182789 members 
Entering Unmasked Estep 
Score: -23826096.000000 Penalty: 6037.016113
	Iteration 17Q: 3 clusters Score -2.38261e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 184525 members 
Entering Unmasked Estep 
Score: -23826646.000000 Penalty: 6037.016113
	Iteration 18Q: 3 clusters Score -2.382665e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 186042 members 
Entering Unmasked Estep 
Score: -23827200.000000 Penalty: 6037.016113
	Iteration 19Q: 3 clusters Score -2.38272e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 187347 members 
Entering Unmasked Estep 
Score: -23827728.000000 Penalty: 6037.016113
	Iteration 20F: 3 clusters Score -2.382773e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 188463 members 
Entering Unmasked Estep 
Score: -23828182.000000 Penalty: 6037.016113
	Iteration 21Q: 3 clusters Score -2.382818e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -23828654.000000 Penalty: 6037.016113
	Iteration 22Q: 3 clusters Score -2.382865e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 190167 members 
Entering Unmasked Estep 
Score: -23828874.000000 Penalty: 6037.016113
	Iteration 23Q: 3 clusters Score -2.382887e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 190756 members 
Entering Unmasked Estep 
Score: -23829188.000000 Penalty: 6037.016113
	Iteration 24Q: 3 clusters Score -2.382919e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 191211 members 
Entering Unmasked Estep 
Score: -23829326.000000 Penalty: 6037.016113
	Iteration 25Q: 3 clusters Score -2.382933e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 191519 members 
Entering Unmasked Estep 
Score: -23829482.000000 Penalty: 6037.016113
	Iteration 26Q: 3 clusters Score -2.382948e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 191749 members 
Entering Unmasked Estep 
Score: -23829548.000000 Penalty: 6037.016113
	Iteration 27Q: 3 clusters Score -2.382955e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 191907 members 
Entering Unmasked Estep 
Score: -23829622.000000 Penalty: 6037.016113
	Iteration 28Q: 3 clusters Score -2.382962e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 192023 members 
Entering Unmasked Estep 
Score: -23829700.000000 Penalty: 6037.016113
	Iteration 29Q: 3 clusters Score -2.38297e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 192109 members 
Entering Unmasked Estep 
Score: -23829708.000000 Penalty: 6037.016113
	Iteration 30Q: 3 clusters Score -2.382971e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 192192 members 
Entering Unmasked Estep 
Score: -23829748.000000 Penalty: 6037.016113
	Iteration 31Q: 3 clusters Score -2.382975e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 192266 members 
Entering Unmasked Estep 
Score: -23829782.000000 Penalty: 6037.016113
	Iteration 32Q: 3 clusters Score -2.382978e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 192315 members 
Entering Unmasked Estep 
Score: -23829824.000000 Penalty: 6037.016113
	Iteration 33Q: 3 clusters Score -2.382982e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 192360 members 
Entering Unmasked Estep 
Score: -23829848.000000 Penalty: 6037.016113
	Iteration 34Q: 3 clusters Score -2.382985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 192398 members 
Entering Unmasked Estep 
Score: -23829862.000000 Penalty: 6037.016113
	Iteration 35Q: 3 clusters Score -2.382986e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 192422 members 
Entering Unmasked Estep 
Score: -23829878.000000 Penalty: 6037.016113
	Iteration 36Q: 3 clusters Score -2.382988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 192441 members 
Entering Unmasked Estep 
Score: -23829884.000000 Penalty: 6037.016113
	Iteration 37Q: 3 clusters Score -2.382988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 192456 members 
Entering Unmasked Estep 
Score: -23829882.000000 Penalty: 6037.016113
	Iteration 38Q: 3 clusters Score -2.382988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 192470 members 
Entering Unmasked Estep 
Score: -23829884.000000 Penalty: 6037.016113
	Iteration 39Q: 3 clusters Score -2.382988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 192481 members 
Entering Unmasked Estep 
Score: -23829854.000000 Penalty: 6037.016113
	Iteration 40F: 3 clusters Score -2.382985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 192489 members 
Entering Unmasked Estep 
Score: -23829854.000000 Penalty: 6037.016113
	Iteration 41Q: 3 clusters Score -2.382985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 192500 members 
Entering Unmasked Estep 
Score: -23829862.000000 Penalty: 6037.016113
	Iteration 42Q: 3 clusters Score -2.382986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -23829880.000000 Penalty: 6037.016113
	Iteration 43Q: 3 clusters Score -2.382988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 192520 members 
Entering Unmasked Estep 
Score: -23829884.000000 Penalty: 6037.016113
	Iteration 44Q: 3 clusters Score -2.382988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 192529 members 
Entering Unmasked Estep 
Score: -23829904.000000 Penalty: 6037.016113
	Iteration 45Q: 3 clusters Score -2.38299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 192534 members 
Entering Unmasked Estep 
Score: -23829914.000000 Penalty: 6037.016113
	Iteration 46Q: 3 clusters Score -2.382991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 192544 members 
Entering Unmasked Estep 
Score: -23829928.000000 Penalty: 6037.016113
	Iteration 47Q: 3 clusters Score -2.382993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 192553 members 
Entering Unmasked Estep 
Score: -23829940.000000 Penalty: 6037.016113
	Iteration 48Q: 3 clusters Score -2.382994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 192561 members 
Entering Unmasked Estep 
Score: -23829924.000000 Penalty: 6037.016113
	Iteration 49Q: 3 clusters Score -2.382992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 192569 members 
Entering Unmasked Estep 
Score: -23829910.000000 Penalty: 6037.016113
	Iteration 50Q: 3 clusters Score -2.382991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 192573 members 
Entering Unmasked Estep 
Score: -23829930.000000 Penalty: 6037.016113
	Iteration 51Q: 3 clusters Score -2.382993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 192575 members 
Entering Unmasked Estep 
Score: -23829930.000000 Penalty: 6037.016113
	Iteration 52Q: 3 clusters Score -2.382993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 192578 members 
Entering Unmasked Estep 
Score: -23829944.000000 Penalty: 6037.016113
	Iteration 53Q: 3 clusters Score -2.382994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 192584 members 
Entering Unmasked Estep 
Score: -23829942.000000 Penalty: 6037.016113
	Iteration 54Q: 3 clusters Score -2.382994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 192589 members 
Entering Unmasked Estep 
Score: -23829946.000000 Penalty: 6037.016113
	Iteration 55Q: 3 clusters Score -2.382995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 192591 members 
Entering Unmasked Estep 
Score: -23829952.000000 Penalty: 6037.016113
	Iteration 56Q: 3 clusters Score -2.382995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 192591 members 
Entering Unmasked Estep 
Score: -23829952.000000 Penalty: 6037.016113
	Iteration 57F: 3 clusters Score -2.382995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90986 members 
Entering Unmasked Estep 
Score: -11306998.000000 Penalty: 2831.778320
	Iteration 0F: 2 clusters Score -1.1307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -11246389.000000 Penalty: 5663.556641
	Iteration 0F: 3 clusters Score -1.124639e+07 nChanged 42756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -11270465.000000 Penalty: 5663.556641
	Iteration 1F: 3 clusters Score -1.127046e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -11271382.000000 Penalty: 5663.556641
	Iteration 2Q: 3 clusters Score -1.127138e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -11272278.000000 Penalty: 5663.556641
	Iteration 3Q: 3 clusters Score -1.127228e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -11273370.000000 Penalty: 5663.556641
	Iteration 4Q: 3 clusters Score -1.127337e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -11275071.000000 Penalty: 5663.556641
	Iteration 5Q: 3 clusters Score -1.127507e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -11277504.000000 Penalty: 5663.556641
	Iteration 6F: 3 clusters Score -1.12775e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -11281773.000000 Penalty: 5663.556641
	Iteration 7F: 3 clusters Score -1.128177e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -11287283.000000 Penalty: 5663.556641
	Iteration 8F: 3 clusters Score -1.128728e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -11293224.000000 Penalty: 5663.556641
	Iteration 9F: 3 clusters Score -1.129322e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -11297959.000000 Penalty: 5663.556641
	Iteration 10F: 3 clusters Score -1.129796e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -11301125.000000 Penalty: 5663.556641
	Iteration 11Q: 3 clusters Score -1.130112e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -11302909.000000 Penalty: 5663.556641
	Iteration 12Q: 3 clusters Score -1.130291e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -11303834.000000 Penalty: 5663.556641
	Iteration 13Q: 3 clusters Score -1.130383e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -11304350.000000 Penalty: 5663.556641
	Iteration 14Q: 3 clusters Score -1.130435e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -11304671.000000 Penalty: 5663.556641
	Iteration 15Q: 3 clusters Score -1.130467e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -11304838.000000 Penalty: 5663.556641
	Iteration 16Q: 3 clusters Score -1.130484e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -11304928.000000 Penalty: 5663.556641
	Iteration 17Q: 3 clusters Score -1.130493e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -11304972.000000 Penalty: 5663.556641
	Iteration 18Q: 3 clusters Score -1.130497e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -11305036.000000 Penalty: 5663.556641
	Iteration 19Q: 3 clusters Score -1.130504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 89182 members 
Entering Unmasked Estep 
Score: -11305057.000000 Penalty: 5663.556641
	Iteration 20F: 3 clusters Score -1.130506e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -11305101.000000 Penalty: 5663.556641
	Iteration 21Q: 3 clusters Score -1.13051e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -11305137.000000 Penalty: 5663.556641
	Iteration 22Q: 3 clusters Score -1.130514e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -11305149.000000 Penalty: 5663.556641
	Iteration 23Q: 3 clusters Score -1.130515e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 89336 members 
Entering Unmasked Estep 
Score: -11305156.000000 Penalty: 5663.556641
	Iteration 24Q: 3 clusters Score -1.130516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 89350 members 
Entering Unmasked Estep 
Score: -11305159.000000 Penalty: 5663.556641
	Iteration 25Q: 3 clusters Score -1.130516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -11305174.000000 Penalty: 5663.556641
	Iteration 26Q: 3 clusters Score -1.130517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -11305167.000000 Penalty: 5663.556641
	Iteration 27Q: 3 clusters Score -1.130517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -11305172.000000 Penalty: 5663.556641
	Iteration 28Q: 3 clusters Score -1.130517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -11305188.000000 Penalty: 5663.556641
	Iteration 29Q: 3 clusters Score -1.130519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -11305197.000000 Penalty: 5663.556641
	Iteration 30Q: 3 clusters Score -1.13052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -11305193.000000 Penalty: 5663.556641
	Iteration 31Q: 3 clusters Score -1.130519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -11305191.000000 Penalty: 5663.556641
	Iteration 32Q: 3 clusters Score -1.130519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -11305199.000000 Penalty: 5663.556641
	Iteration 33Q: 3 clusters Score -1.13052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -11305194.000000 Penalty: 5663.556641
	Iteration 34Q: 3 clusters Score -1.130519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 89415 members 
Entering Unmasked Estep 
Score: -11305195.000000 Penalty: 5663.556641
	Iteration 35Q: 3 clusters Score -1.13052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -11305195.000000 Penalty: 5663.556641
	Iteration 36Q: 3 clusters Score -1.13052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -11305200.000000 Penalty: 5663.556641
	Iteration 37Q: 3 clusters Score -1.13052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 89424 members 
Entering Unmasked Estep 
Score: -11305201.000000 Penalty: 5663.556641
	Iteration 38Q: 3 clusters Score -1.13052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -11305201.000000 Penalty: 5663.556641
	Iteration 39Q: 3 clusters Score -1.13052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -11305212.000000 Penalty: 5663.556641
	Iteration 40F: 3 clusters Score -1.130521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -11305219.000000 Penalty: 5663.556641
	Iteration 41Q: 3 clusters Score -1.130522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -11305222.000000 Penalty: 5663.556641
	Iteration 42Q: 3 clusters Score -1.130522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -11305214.000000 Penalty: 5663.556641
	Iteration 43Q: 3 clusters Score -1.130521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -11305229.000000 Penalty: 5663.556641
	Iteration 44Q: 3 clusters Score -1.130523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -11305231.000000 Penalty: 5663.556641
	Iteration 45Q: 3 clusters Score -1.130523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -11305230.000000 Penalty: 5663.556641
	Iteration 46Q: 3 clusters Score -1.130523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -11305230.000000 Penalty: 5663.556641
	Iteration 47F: 3 clusters Score -1.130523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Entering Unmasked Estep 
Score: -20053796.000000 Penalty: 2977.699463
	Iteration 0F: 2 clusters Score -2.00538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -19945026.000000 Penalty: 5955.398926
	Iteration 0F: 3 clusters Score -1.994503e+07 nChanged 78253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -19991326.000000 Penalty: 5955.398926
	Iteration 1F: 3 clusters Score -1.999133e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -19993456.000000 Penalty: 5955.398926
	Iteration 2Q: 3 clusters Score -1.999346e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -19997314.000000 Penalty: 5955.398926
	Iteration 3Q: 3 clusters Score -1.999731e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -20004238.000000 Penalty: 5955.398926
	Iteration 4F: 3 clusters Score -2.000424e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127852 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -20016262.000000 Penalty: 5955.398926
	Iteration 5F: 3 clusters Score -2.001626e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -20031358.000000 Penalty: 5955.398926
	Iteration 6F: 3 clusters Score -2.003136e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -20043286.000000 Penalty: 5955.398926
	Iteration 7F: 3 clusters Score -2.004329e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -20048602.000000 Penalty: 5955.398926
	Iteration 8Q: 3 clusters Score -2.00486e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20050372.000000 Penalty: 5955.398926
	Iteration 9Q: 3 clusters Score -2.005037e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163415 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -20050832.000000 Penalty: 5955.398926
	Iteration 10Q: 3 clusters Score -2.005083e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163558 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20051010.000000 Penalty: 5955.398926
	Iteration 11Q: 3 clusters Score -2.005101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20051080.000000 Penalty: 5955.398926
	Iteration 12Q: 3 clusters Score -2.005108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -20051094.000000 Penalty: 5955.398926
	Iteration 13Q: 3 clusters Score -2.005109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20051114.000000 Penalty: 5955.398926
	Iteration 14Q: 3 clusters Score -2.005111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20051114.000000 Penalty: 5955.398926
	Iteration 15Q: 3 clusters Score -2.005111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163614 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -20051108.000000 Penalty: 5955.398926
	Iteration 16Q: 3 clusters Score -2.005111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20051110.000000 Penalty: 5955.398926
	Iteration 17Q: 3 clusters Score -2.005111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20051098.000000 Penalty: 5955.398926
	Iteration 18Q: 3 clusters Score -2.00511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163619 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20051108.000000 Penalty: 5955.398926
	Iteration 19Q: 3 clusters Score -2.005111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20051124.000000 Penalty: 5955.398926
	Iteration 20F: 3 clusters Score -2.005112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20051142.000000 Penalty: 5955.398926
	Iteration 21Q: 3 clusters Score -2.005114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20051142.000000 Penalty: 5955.398926
	Iteration 22Q: 3 clusters Score -2.005114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20051130.000000 Penalty: 5955.398926
	Iteration 23Q: 3 clusters Score -2.005113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20051140.000000 Penalty: 5955.398926
	Iteration 24Q: 3 clusters Score -2.005114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20051140.000000 Penalty: 5955.398926
	Iteration 25F: 3 clusters Score -2.005114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -85808.101562 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -85808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83998.109375 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -83998.11 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84288.906250 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -84288.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84470.734375 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -84470.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84638.476562 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -84638.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84859.726562 Penalty: 3294.026367
	Iteration 4F: 3 clusters Score -84859.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85012.804688 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -85012.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85167.492188 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -85167.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85236.703125 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -85236.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85303.882812 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -85303.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85350.343750 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -85350.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85361.265625 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -85361.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85364.726562 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -85364.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85368.953125 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -85368.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85373.007812 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -85373.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85373.007812 Penalty: 3294.026367
	Iteration 14F: 3 clusters Score -85373.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Entering Unmasked Estep 
Score: -9297773.000000 Penalty: 2794.076172
	Iteration 0F: 2 clusters Score -9297773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -9245637.000000 Penalty: 5588.152344
	Iteration 0F: 3 clusters Score -9245637 nChanged 36455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -9266850.000000 Penalty: 5588.152344
	Iteration 1F: 3 clusters Score -9266850 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -9267686.000000 Penalty: 5588.152344
	Iteration 2Q: 3 clusters Score -9267686 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -9269050.000000 Penalty: 5588.152344
	Iteration 3Q: 3 clusters Score -9269050 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9271322.000000 Penalty: 5588.152344
	Iteration 4F: 3 clusters Score -9271322 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -9275193.000000 Penalty: 5588.152344
	Iteration 5F: 3 clusters Score -9275193 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -9281181.000000 Penalty: 5588.152344
	Iteration 6F: 3 clusters Score -9281181 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -9287781.000000 Penalty: 5588.152344
	Iteration 7F: 3 clusters Score -9287781 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9292300.000000 Penalty: 5588.152344
	Iteration 8F: 3 clusters Score -9292300 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9294390.000000 Penalty: 5588.152344
	Iteration 9Q: 3 clusters Score -9294390 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9295044.000000 Penalty: 5588.152344
	Iteration 10Q: 3 clusters Score -9295044 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9295254.000000 Penalty: 5588.152344
	Iteration 11Q: 3 clusters Score -9295254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9295326.000000 Penalty: 5588.152344
	Iteration 12Q: 3 clusters Score -9295326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77814 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9295367.000000 Penalty: 5588.152344
	Iteration 13Q: 3 clusters Score -9295367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9295385.000000 Penalty: 5588.152344
	Iteration 14Q: 3 clusters Score -9295385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9295392.000000 Penalty: 5588.152344
	Iteration 15Q: 3 clusters Score -9295392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9295420.000000 Penalty: 5588.152344
	Iteration 16Q: 3 clusters Score -9295420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9295438.000000 Penalty: 5588.152344
	Iteration 17Q: 3 clusters Score -9295438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9295455.000000 Penalty: 5588.152344
	Iteration 18Q: 3 clusters Score -9295455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9295449.000000 Penalty: 5588.152344
	Iteration 19Q: 3 clusters Score -9295449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9295462.000000 Penalty: 5588.152344
	Iteration 20F: 3 clusters Score -9295462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9295468.000000 Penalty: 5588.152344
	Iteration 21Q: 3 clusters Score -9295468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9295468.000000 Penalty: 5588.152344
	Iteration 22F: 3 clusters Score -9295468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Entering Unmasked Estep 
Score: -1781842.875000 Penalty: 2380.585205
	Iteration 0F: 2 clusters Score -1781843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1771038.000000 Penalty: 4761.170410
	Iteration 0F: 3 clusters Score -1771038 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1774468.000000 Penalty: 4761.170410
	Iteration 1F: 3 clusters Score -1774468 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1775010.000000 Penalty: 4761.170410
	Iteration 2F: 3 clusters Score -1775010 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1775550.875000 Penalty: 4761.170410
	Iteration 3F: 3 clusters Score -1775551 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1776244.750000 Penalty: 4761.170410
	Iteration 4F: 3 clusters Score -1776245 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1777231.000000 Penalty: 4761.170410
	Iteration 5F: 3 clusters Score -1777231 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1778331.625000 Penalty: 4761.170410
	Iteration 6F: 3 clusters Score -1778332 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1779244.750000 Penalty: 4761.170410
	Iteration 7F: 3 clusters Score -1779245 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1779825.375000 Penalty: 4761.170410
	Iteration 8Q: 3 clusters Score -1779825 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1780127.750000 Penalty: 4761.170410
	Iteration 9Q: 3 clusters Score -1780128 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1780323.250000 Penalty: 4761.170410
	Iteration 10Q: 3 clusters Score -1780323 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1780442.500000 Penalty: 4761.170410
	Iteration 11Q: 3 clusters Score -1780442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1780517.375000 Penalty: 4761.170410
	Iteration 12Q: 3 clusters Score -1780517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1780567.125000 Penalty: 4761.170410
	Iteration 13Q: 3 clusters Score -1780567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1780597.000000 Penalty: 4761.170410
	Iteration 14Q: 3 clusters Score -1780597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1780617.875000 Penalty: 4761.170410
	Iteration 15Q: 3 clusters Score -1780618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1780643.125000 Penalty: 4761.170410
	Iteration 16Q: 3 clusters Score -1780643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1780653.625000 Penalty: 4761.170410
	Iteration 17Q: 3 clusters Score -1780654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1780656.250000 Penalty: 4761.170410
	Iteration 18Q: 3 clusters Score -1780656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1780662.500000 Penalty: 4761.170410
	Iteration 19Q: 3 clusters Score -1780662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1780668.625000 Penalty: 4761.170410
	Iteration 20F: 3 clusters Score -1780669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1780672.625000 Penalty: 4761.170410
	Iteration 21Q: 3 clusters Score -1780673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1780674.750000 Penalty: 4761.170410
	Iteration 22Q: 3 clusters Score -1780675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1780674.375000 Penalty: 4761.170410
	Iteration 23Q: 3 clusters Score -1780674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1780675.250000 Penalty: 4761.170410
	Iteration 24Q: 3 clusters Score -1780675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1780676.125000 Penalty: 4761.170410
	Iteration 25Q: 3 clusters Score -1780676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1780679.000000 Penalty: 4761.170410
	Iteration 26Q: 3 clusters Score -1780679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1780681.875000 Penalty: 4761.170410
	Iteration 27Q: 3 clusters Score -1780682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1780682.875000 Penalty: 4761.170410
	Iteration 28Q: 3 clusters Score -1780683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1780682.875000 Penalty: 4761.170410
	Iteration 29Q: 3 clusters Score -1780683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1780681.750000 Penalty: 4761.170410
	Iteration 30Q: 3 clusters Score -1780682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1780685.750000 Penalty: 4761.170410
	Iteration 31Q: 3 clusters Score -1780686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1780685.875000 Penalty: 4761.170410
	Iteration 32Q: 3 clusters Score -1780686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1780684.875000 Penalty: 4761.170410
	Iteration 33Q: 3 clusters Score -1780685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1780684.875000 Penalty: 4761.170410
	Iteration 34F: 3 clusters Score -1780685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -133217.609375 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -133217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131160.359375 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -131160.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -131581.515625 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -131581.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -131762.812500 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -131762.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -131864.343750 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -131864.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -131960.281250 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -131960.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -132022.375000 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -132022.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -132055.046875 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -132055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -132080.812500 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -132080.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -132095.515625 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -132095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132108.687500 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -132108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -132118.734375 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -132118.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -132125.203125 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -132125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -132137.718750 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -132137.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -132143.250000 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -132143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -132151.171875 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -132151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -132152.968750 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -132153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -132153.921875 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -132153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -132154.765625 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -132154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -132155.375000 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -132155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -132155.375000 Penalty: 3541.271484
	Iteration 19F: 3 clusters Score -132155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -330975.187500 Penalty: 1958.160400
	Iteration 0F: 2 clusters Score -330975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -327900.250000 Penalty: 3916.320801
	Iteration 0F: 3 clusters Score -327900.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -328462.156250 Penalty: 3916.320801
	Iteration 1F: 3 clusters Score -328462.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -328607.156250 Penalty: 3916.320801
	Iteration 2F: 3 clusters Score -328607.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -328698.437500 Penalty: 3916.320801
	Iteration 3Q: 3 clusters Score -328698.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -328780.093750 Penalty: 3916.320801
	Iteration 4Q: 3 clusters Score -328780.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -328845.468750 Penalty: 3916.320801
	Iteration 5Q: 3 clusters Score -328845.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -328892.750000 Penalty: 3916.320801
	Iteration 6Q: 3 clusters Score -328892.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -328928.468750 Penalty: 3916.320801
	Iteration 7Q: 3 clusters Score -328928.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -328960.156250 Penalty: 3916.320801
	Iteration 8Q: 3 clusters Score -328960.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -328984.687500 Penalty: 3916.320801
	Iteration 9Q: 3 clusters Score -328984.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -329002.812500 Penalty: 3916.320801
	Iteration 10Q: 3 clusters Score -329002.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -329021.531250 Penalty: 3916.320801
	Iteration 11Q: 3 clusters Score -329021.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -329036.656250 Penalty: 3916.320801
	Iteration 12Q: 3 clusters Score -329036.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -329049.375000 Penalty: 3916.320801
	Iteration 13Q: 3 clusters Score -329049.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -329057.531250 Penalty: 3916.320801
	Iteration 14Q: 3 clusters Score -329057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -329061.531250 Penalty: 3916.320801
	Iteration 15Q: 3 clusters Score -329061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -329067.000000 Penalty: 3916.320801
	Iteration 16Q: 3 clusters Score -329067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -329073.000000 Penalty: 3916.320801
	Iteration 17Q: 3 clusters Score -329073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -329077.500000 Penalty: 3916.320801
	Iteration 18Q: 3 clusters Score -329077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -329080.000000 Penalty: 3916.320801
	Iteration 19Q: 3 clusters Score -329080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -329082.156250 Penalty: 3916.320801
	Iteration 20F: 3 clusters Score -329082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -329085.437500 Penalty: 3916.320801
	Iteration 21Q: 3 clusters Score -329085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -329087.593750 Penalty: 3916.320801
	Iteration 22Q: 3 clusters Score -329087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -329091.937500 Penalty: 3916.320801
	Iteration 23Q: 3 clusters Score -329091.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -329096.343750 Penalty: 3916.320801
	Iteration 24Q: 3 clusters Score -329096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -329102.031250 Penalty: 3916.320801
	Iteration 25Q: 3 clusters Score -329102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -329107.312500 Penalty: 3916.320801
	Iteration 26Q: 3 clusters Score -329107.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -329112.937500 Penalty: 3916.320801
	Iteration 27Q: 3 clusters Score -329112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -329120.468750 Penalty: 3916.320801
	Iteration 28Q: 3 clusters Score -329120.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -329131.468750 Penalty: 3916.320801
	Iteration 29Q: 3 clusters Score -329131.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -329142.968750 Penalty: 3916.320801
	Iteration 30Q: 3 clusters Score -329143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -329153.718750 Penalty: 3916.320801
	Iteration 31Q: 3 clusters Score -329153.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -329164.093750 Penalty: 3916.320801
	Iteration 32Q: 3 clusters Score -329164.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -329170.937500 Penalty: 3916.320801
	Iteration 33Q: 3 clusters Score -329170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -329177.968750 Penalty: 3916.320801
	Iteration 34Q: 3 clusters Score -329178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -329183.437500 Penalty: 3916.320801
	Iteration 35Q: 3 clusters Score -329183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -329187.343750 Penalty: 3916.320801
	Iteration 36Q: 3 clusters Score -329187.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -329191.531250 Penalty: 3916.320801
	Iteration 37Q: 3 clusters Score -329191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -329192.500000 Penalty: 3916.320801
	Iteration 38Q: 3 clusters Score -329192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -329194.718750 Penalty: 3916.320801
	Iteration 39Q: 3 clusters Score -329194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -329195.031250 Penalty: 3916.320801
	Iteration 40F: 3 clusters Score -329195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -329196.375000 Penalty: 3916.320801
	Iteration 41Q: 3 clusters Score -329196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -329197.531250 Penalty: 3916.320801
	Iteration 42Q: 3 clusters Score -329197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -329200.031250 Penalty: 3916.320801
	Iteration 43Q: 3 clusters Score -329200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -329201.687500 Penalty: 3916.320801
	Iteration 44Q: 3 clusters Score -329201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -329202.593750 Penalty: 3916.320801
	Iteration 45Q: 3 clusters Score -329202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -329205.187500 Penalty: 3916.320801
	Iteration 46Q: 3 clusters Score -329205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -329207.875000 Penalty: 3916.320801
	Iteration 47Q: 3 clusters Score -329207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -329209.968750 Penalty: 3916.320801
	Iteration 48Q: 3 clusters Score -329210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -329210.281250 Penalty: 3916.320801
	Iteration 49Q: 3 clusters Score -329210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -329212.250000 Penalty: 3916.320801
	Iteration 50Q: 3 clusters Score -329212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -329213.312500 Penalty: 3916.320801
	Iteration 51Q: 3 clusters Score -329213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -329213.875000 Penalty: 3916.320801
	Iteration 52Q: 3 clusters Score -329213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -329214.875000 Penalty: 3916.320801
	Iteration 53Q: 3 clusters Score -329214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -329215.343750 Penalty: 3916.320801
	Iteration 54Q: 3 clusters Score -329215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -329215.343750 Penalty: 3916.320801
	Iteration 55F: 3 clusters Score -329215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -73060.492188 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -73060.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71375.328125 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -71375.33 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71599.523438 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -71599.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71659.117188 Penalty: 3216.379150
	Iteration 2Q: 3 clusters Score -71659.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71675.085938 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -71675.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71682.523438 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71682.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71690.195312 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71698.320312 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71698.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71701.023438 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71701.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71712.234375 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71712.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71724.578125 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71724.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71725.453125 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71725.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71727.359375 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71727.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71730.000000 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71734.125000 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71734.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71739.054688 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71739.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71750.218750 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -71750.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71762.617188 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -71762.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71769.648438 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -71769.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71771.500000 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -71771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71775.609375 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -71775.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71785.312500 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -71785.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71787.242188 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -71787.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71787.242188 Penalty: 3216.379150
	Iteration 22F: 3 clusters Score -71787.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Entering Unmasked Estep 
Score: -406421.875000 Penalty: 2030.794922
	Iteration 0F: 2 clusters Score -406421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -402810.531250 Penalty: 4061.589844
	Iteration 0F: 3 clusters Score -402810.5 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -403636.750000 Penalty: 4061.589844
	Iteration 1F: 3 clusters Score -403636.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -403860.250000 Penalty: 4061.589844
	Iteration 2F: 3 clusters Score -403860.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -404015.062500 Penalty: 4061.589844
	Iteration 3F: 3 clusters Score -404015.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -404140.937500 Penalty: 4061.589844
	Iteration 4Q: 3 clusters Score -404140.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -404238.906250 Penalty: 4061.589844
	Iteration 5Q: 3 clusters Score -404238.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -404326.812500 Penalty: 4061.589844
	Iteration 6Q: 3 clusters Score -404326.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -404410.562500 Penalty: 4061.589844
	Iteration 7Q: 3 clusters Score -404410.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -404469.312500 Penalty: 4061.589844
	Iteration 8Q: 3 clusters Score -404469.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -404517.593750 Penalty: 4061.589844
	Iteration 9Q: 3 clusters Score -404517.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -404564.312500 Penalty: 4061.589844
	Iteration 10Q: 3 clusters Score -404564.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -404610.531250 Penalty: 4061.589844
	Iteration 11Q: 3 clusters Score -404610.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -404659.343750 Penalty: 4061.589844
	Iteration 12Q: 3 clusters Score -404659.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -404733.562500 Penalty: 4061.589844
	Iteration 13Q: 3 clusters Score -404733.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -404828.062500 Penalty: 4061.589844
	Iteration 14Q: 3 clusters Score -404828.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -404959.437500 Penalty: 4061.589844
	Iteration 15Q: 3 clusters Score -404959.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -405070.812500 Penalty: 4061.589844
	Iteration 16Q: 3 clusters Score -405070.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -405151.343750 Penalty: 4061.589844
	Iteration 17Q: 3 clusters Score -405151.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -405217.593750 Penalty: 4061.589844
	Iteration 18Q: 3 clusters Score -405217.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -405276.062500 Penalty: 4061.589844
	Iteration 19Q: 3 clusters Score -405276.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -405318.125000 Penalty: 4061.589844
	Iteration 20F: 3 clusters Score -405318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -405351.156250 Penalty: 4061.589844
	Iteration 21Q: 3 clusters Score -405351.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -405375.437500 Penalty: 4061.589844
	Iteration 22Q: 3 clusters Score -405375.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -405395.593750 Penalty: 4061.589844
	Iteration 23Q: 3 clusters Score -405395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -405405.187500 Penalty: 4061.589844
	Iteration 24Q: 3 clusters Score -405405.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -405410.937500 Penalty: 4061.589844
	Iteration 25Q: 3 clusters Score -405410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -405414.812500 Penalty: 4061.589844
	Iteration 26Q: 3 clusters Score -405414.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -405419.937500 Penalty: 4061.589844
	Iteration 27Q: 3 clusters Score -405419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -405426.406250 Penalty: 4061.589844
	Iteration 28Q: 3 clusters Score -405426.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -405430.906250 Penalty: 4061.589844
	Iteration 29Q: 3 clusters Score -405430.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -405435.281250 Penalty: 4061.589844
	Iteration 30Q: 3 clusters Score -405435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -405439.187500 Penalty: 4061.589844
	Iteration 31Q: 3 clusters Score -405439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -405443.218750 Penalty: 4061.589844
	Iteration 32Q: 3 clusters Score -405443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -405447.156250 Penalty: 4061.589844
	Iteration 33Q: 3 clusters Score -405447.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -405452.156250 Penalty: 4061.589844
	Iteration 34Q: 3 clusters Score -405452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -405458.031250 Penalty: 4061.589844
	Iteration 35Q: 3 clusters Score -405458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -405459.562500 Penalty: 4061.589844
	Iteration 36Q: 3 clusters Score -405459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -405461.218750 Penalty: 4061.589844
	Iteration 37Q: 3 clusters Score -405461.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -405461.343750 Penalty: 4061.589844
	Iteration 38Q: 3 clusters Score -405461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -405463.187500 Penalty: 4061.589844
	Iteration 39Q: 3 clusters Score -405463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -405465.093750 Penalty: 4061.589844
	Iteration 40F: 3 clusters Score -405465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -405466.750000 Penalty: 4061.589844
	Iteration 41Q: 3 clusters Score -405466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -405469.718750 Penalty: 4061.589844
	Iteration 42Q: 3 clusters Score -405469.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -405472.531250 Penalty: 4061.589844
	Iteration 43Q: 3 clusters Score -405472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -405475.250000 Penalty: 4061.589844
	Iteration 44Q: 3 clusters Score -405475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -405477.750000 Penalty: 4061.589844
	Iteration 45Q: 3 clusters Score -405477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -405479.187500 Penalty: 4061.589844
	Iteration 46Q: 3 clusters Score -405479.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -405480.781250 Penalty: 4061.589844
	Iteration 47Q: 3 clusters Score -405480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -405481.968750 Penalty: 4061.589844
	Iteration 48Q: 3 clusters Score -405482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -405482.500000 Penalty: 4061.589844
	Iteration 49Q: 3 clusters Score -405482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -405483.250000 Penalty: 4061.589844
	Iteration 50Q: 3 clusters Score -405483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -405484.406250 Penalty: 4061.589844
	Iteration 51Q: 3 clusters Score -405484.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -405485.625000 Penalty: 4061.589844
	Iteration 52Q: 3 clusters Score -405485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -405485.625000 Penalty: 4061.589844
	Iteration 53F: 3 clusters Score -405485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -76354.625000 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -76354.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74725.140625 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -74725.14 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74991.390625 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -74991.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75092.117188 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -75092.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75135.906250 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -75135.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75182.734375 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -75182.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75197.937500 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -75197.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75206.898438 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -75206.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75216.335938 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -75216.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75231.484375 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -75231.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75241.085938 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -75241.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75250.109375 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -75250.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75257.945312 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -75257.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -75279.031250 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -75279.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75305.203125 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -75305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75326.898438 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -75326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -75334.578125 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -75334.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75339.937500 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -75339.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75341.101562 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -75341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75341.921875 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -75341.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75341.921875 Penalty: 3245.780273
	Iteration 19F: 3 clusters Score -75341.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Entering Unmasked Estep 
Score: -3095066.500000 Penalty: 2521.083740
	Iteration 0F: 2 clusters Score -3095066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3076949.500000 Penalty: 5042.167480
	Iteration 0F: 3 clusters Score -3076950 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3083253.000000 Penalty: 5042.167480
	Iteration 1F: 3 clusters Score -3083253 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3083742.500000 Penalty: 5042.167480
	Iteration 2F: 3 clusters Score -3083742 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3084140.750000 Penalty: 5042.167480
	Iteration 3Q: 3 clusters Score -3084141 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3084537.750000 Penalty: 5042.167480
	Iteration 4Q: 3 clusters Score -3084538 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3084883.000000 Penalty: 5042.167480
	Iteration 5Q: 3 clusters Score -3084883 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3085215.500000 Penalty: 5042.167480
	Iteration 6Q: 3 clusters Score -3085216 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3085600.750000 Penalty: 5042.167480
	Iteration 7Q: 3 clusters Score -3085601 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3086102.750000 Penalty: 5042.167480
	Iteration 8Q: 3 clusters Score -3086103 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3086857.750000 Penalty: 5042.167480
	Iteration 9Q: 3 clusters Score -3086858 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3087823.250000 Penalty: 5042.167480
	Iteration 10F: 3 clusters Score -3087823 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3089034.500000 Penalty: 5042.167480
	Iteration 11F: 3 clusters Score -3089034 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3090208.500000 Penalty: 5042.167480
	Iteration 12F: 3 clusters Score -3090208 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3091121.750000 Penalty: 5042.167480
	Iteration 13Q: 3 clusters Score -3091122 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3091747.500000 Penalty: 5042.167480
	Iteration 14Q: 3 clusters Score -3091748 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3092135.000000 Penalty: 5042.167480
	Iteration 15Q: 3 clusters Score -3092135 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3092381.000000 Penalty: 5042.167480
	Iteration 16Q: 3 clusters Score -3092381 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3092525.000000 Penalty: 5042.167480
	Iteration 17Q: 3 clusters Score -3092525 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3092640.000000 Penalty: 5042.167480
	Iteration 18Q: 3 clusters Score -3092640 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3092735.000000 Penalty: 5042.167480
	Iteration 19Q: 3 clusters Score -3092735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3092796.500000 Penalty: 5042.167480
	Iteration 20F: 3 clusters Score -3092796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3092848.750000 Penalty: 5042.167480
	Iteration 21Q: 3 clusters Score -3092849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3092894.750000 Penalty: 5042.167480
	Iteration 22Q: 3 clusters Score -3092895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3092928.000000 Penalty: 5042.167480
	Iteration 23Q: 3 clusters Score -3092928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3092956.500000 Penalty: 5042.167480
	Iteration 24Q: 3 clusters Score -3092956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3092972.250000 Penalty: 5042.167480
	Iteration 25Q: 3 clusters Score -3092972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3092988.250000 Penalty: 5042.167480
	Iteration 26Q: 3 clusters Score -3092988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3093007.750000 Penalty: 5042.167480
	Iteration 27Q: 3 clusters Score -3093008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3093031.500000 Penalty: 5042.167480
	Iteration 28Q: 3 clusters Score -3093032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3093045.750000 Penalty: 5042.167480
	Iteration 29Q: 3 clusters Score -3093046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3093052.250000 Penalty: 5042.167480
	Iteration 30Q: 3 clusters Score -3093052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3093057.250000 Penalty: 5042.167480
	Iteration 31Q: 3 clusters Score -3093057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3093063.500000 Penalty: 5042.167480
	Iteration 32Q: 3 clusters Score -3093064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3093074.750000 Penalty: 5042.167480
	Iteration 33Q: 3 clusters Score -3093075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3093080.250000 Penalty: 5042.167480
	Iteration 34Q: 3 clusters Score -3093080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3093079.250000 Penalty: 5042.167480
	Iteration 35Q: 3 clusters Score -3093079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3093088.750000 Penalty: 5042.167480
	Iteration 36Q: 3 clusters Score -3093089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3093100.000000 Penalty: 5042.167480
	Iteration 37Q: 3 clusters Score -3093100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3093109.500000 Penalty: 5042.167480
	Iteration 38Q: 3 clusters Score -3093110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3093111.500000 Penalty: 5042.167480
	Iteration 39Q: 3 clusters Score -3093112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3093110.250000 Penalty: 5042.167480
	Iteration 40F: 3 clusters Score -3093110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3093108.750000 Penalty: 5042.167480
	Iteration 41Q: 3 clusters Score -3093109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3093109.250000 Penalty: 5042.167480
	Iteration 42Q: 3 clusters Score -3093109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3093116.750000 Penalty: 5042.167480
	Iteration 43Q: 3 clusters Score -3093117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3093120.750000 Penalty: 5042.167480
	Iteration 44Q: 3 clusters Score -3093121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3093130.000000 Penalty: 5042.167480
	Iteration 45Q: 3 clusters Score -3093130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3093133.250000 Penalty: 5042.167480
	Iteration 46Q: 3 clusters Score -3093133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3093140.750000 Penalty: 5042.167480
	Iteration 47Q: 3 clusters Score -3093141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3093147.000000 Penalty: 5042.167480
	Iteration 48Q: 3 clusters Score -3093147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3093146.750000 Penalty: 5042.167480
	Iteration 49Q: 3 clusters Score -3093147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3093146.000000 Penalty: 5042.167480
	Iteration 50Q: 3 clusters Score -3093146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3093147.500000 Penalty: 5042.167480
	Iteration 51Q: 3 clusters Score -3093148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3093147.500000 Penalty: 5042.167480
	Iteration 52F: 3 clusters Score -3093148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138144 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99699 members 
Mstep: Class 7 contains 154282 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111613 members 
Mstep: Class 10 contains 164432 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161414 members 
Mstep: Class 13 contains 181542 members 
Mstep: Class 14 contains 193185 members 
Mstep: Class 15 contains 90986 members 
Mstep: Class 16 contains 163874 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78154 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3600 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 25995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721168.000000 Penalty: 88616.031250
Iteration 439Q: 26 clusters Score -1.947212e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138145 members 
Mstep: Class 2 contains 5031 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99698 members 
Mstep: Class 7 contains 154288 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111592 members 
Mstep: Class 10 contains 164424 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 161407 members 
Mstep: Class 13 contains 181566 members 
Mstep: Class 14 contains 193161 members 
Mstep: Class 15 contains 90985 members 
Mstep: Class 16 contains 163871 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78161 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3626 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 26012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721104.000000 Penalty: 88616.031250
Iteration 440F: 26 clusters Score -1.947211e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138154 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99678 members 
Mstep: Class 7 contains 154294 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111571 members 
Mstep: Class 10 contains 164404 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 161408 members 
Mstep: Class 13 contains 181592 members 
Mstep: Class 14 contains 193149 members 
Mstep: Class 15 contains 90989 members 
Mstep: Class 16 contains 163872 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78163 members 
Mstep: Class 19 contains 14732 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 26027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721328.000000 Penalty: 88616.031250
Iteration 441Q: 26 clusters Score -1.947213e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138160 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99666 members 
Mstep: Class 7 contains 154301 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111553 members 
Mstep: Class 10 contains 164374 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 161399 members 
Mstep: Class 13 contains 181615 members 
Mstep: Class 14 contains 193161 members 
Mstep: Class 15 contains 90990 members 
Mstep: Class 16 contains 163864 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78164 members 
Mstep: Class 19 contains 14726 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3662 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 26045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721440.000000 Penalty: 88616.031250
Iteration 442Q: 26 clusters Score -1.947214e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138168 members 
Mstep: Class 2 contains 5022 members 
Mstep: Class 3 contains 4473 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99658 members 
Mstep: Class 7 contains 154297 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111539 members 
Mstep: Class 10 contains 164344 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 161395 members 
Mstep: Class 13 contains 181647 members 
Mstep: Class 14 contains 193151 members 
Mstep: Class 15 contains 90983 members 
Mstep: Class 16 contains 163858 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78174 members 
Mstep: Class 19 contains 14717 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 26071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721472.000000 Penalty: 88616.031250
Iteration 443Q: 26 clusters Score -1.947215e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99653 members 
Mstep: Class 7 contains 154301 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111517 members 
Mstep: Class 10 contains 164321 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 161388 members 
Mstep: Class 13 contains 181668 members 
Mstep: Class 14 contains 193138 members 
Mstep: Class 15 contains 90977 members 
Mstep: Class 16 contains 163865 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78176 members 
Mstep: Class 19 contains 14712 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3701 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 26089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721648.000000 Penalty: 88616.031250
Iteration 444Q: 26 clusters Score -1.947216e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99642 members 
Mstep: Class 7 contains 154311 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111501 members 
Mstep: Class 10 contains 164299 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 161382 members 
Mstep: Class 13 contains 181707 members 
Mstep: Class 14 contains 193111 members 
Mstep: Class 15 contains 90975 members 
Mstep: Class 16 contains 163875 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78176 members 
Mstep: Class 19 contains 14708 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2686 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3722 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 26106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721648.000000 Penalty: 88616.031250
Iteration 445Q: 26 clusters Score -1.947216e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138193 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99637 members 
Mstep: Class 7 contains 154314 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111484 members 
Mstep: Class 10 contains 164286 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161377 members 
Mstep: Class 13 contains 181726 members 
Mstep: Class 14 contains 193095 members 
Mstep: Class 15 contains 90969 members 
Mstep: Class 16 contains 163874 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78182 members 
Mstep: Class 19 contains 14704 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3743 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 26119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721840.000000 Penalty: 88616.031250
Iteration 446Q: 26 clusters Score -1.947218e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138204 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 4471 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 154311 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111467 members 
Mstep: Class 10 contains 164273 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161367 members 
Mstep: Class 13 contains 181743 members 
Mstep: Class 14 contains 193098 members 
Mstep: Class 15 contains 90958 members 
Mstep: Class 16 contains 163864 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78189 members 
Mstep: Class 19 contains 14698 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3765 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 26134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721872.000000 Penalty: 88616.031250
Iteration 447Q: 26 clusters Score -1.947219e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138210 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99627 members 
Mstep: Class 7 contains 154302 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111456 members 
Mstep: Class 10 contains 164253 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161364 members 
Mstep: Class 13 contains 181760 members 
Mstep: Class 14 contains 193101 members 
Mstep: Class 15 contains 90954 members 
Mstep: Class 16 contains 163860 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78192 members 
Mstep: Class 19 contains 14695 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3784 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 26149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722000.000000 Penalty: 88616.031250
Iteration 448Q: 26 clusters Score -1.94722e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99617 members 
Mstep: Class 7 contains 154295 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111442 members 
Mstep: Class 10 contains 164246 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161355 members 
Mstep: Class 13 contains 181783 members 
Mstep: Class 14 contains 193098 members 
Mstep: Class 15 contains 90946 members 
Mstep: Class 16 contains 163852 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78197 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3809 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 26159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722112.000000 Penalty: 88616.031250
Iteration 449Q: 26 clusters Score -1.947221e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99602 members 
Mstep: Class 7 contains 154295 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111428 members 
Mstep: Class 10 contains 164237 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161341 members 
Mstep: Class 13 contains 181801 members 
Mstep: Class 14 contains 193102 members 
Mstep: Class 15 contains 90940 members 
Mstep: Class 16 contains 163847 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78203 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3824 members 
Mstep: Class 24 contains 693 members 
Mstep: Class 25 contains 26171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721904.000000 Penalty: 88616.031250
Iteration 450Q: 26 clusters Score -1.947219e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138241 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99597 members 
Mstep: Class 7 contains 154289 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111414 members 
Mstep: Class 10 contains 164221 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161326 members 
Mstep: Class 13 contains 181818 members 
Mstep: Class 14 contains 193115 members 
Mstep: Class 15 contains 90934 members 
Mstep: Class 16 contains 163840 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78208 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 26191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721968.000000 Penalty: 88616.031250
Iteration 451Q: 26 clusters Score -1.94722e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99589 members 
Mstep: Class 7 contains 154287 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111399 members 
Mstep: Class 10 contains 164212 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 161312 members 
Mstep: Class 13 contains 181835 members 
Mstep: Class 14 contains 193104 members 
Mstep: Class 15 contains 90931 members 
Mstep: Class 16 contains 163849 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78212 members 
Mstep: Class 19 contains 14691 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 26214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721920.000000 Penalty: 88616.031250
Iteration 452Q: 26 clusters Score -1.947219e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138234 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99572 members 
Mstep: Class 7 contains 154291 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111385 members 
Mstep: Class 10 contains 164212 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 161301 members 
Mstep: Class 13 contains 181858 members 
Mstep: Class 14 contains 193091 members 
Mstep: Class 15 contains 90930 members 
Mstep: Class 16 contains 163858 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78211 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3865 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 26228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721952.000000 Penalty: 88616.031250
Iteration 453Q: 26 clusters Score -1.94722e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138248 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99569 members 
Mstep: Class 7 contains 154282 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111371 members 
Mstep: Class 10 contains 164194 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 161297 members 
Mstep: Class 13 contains 181872 members 
Mstep: Class 14 contains 193084 members 
Mstep: Class 15 contains 90925 members 
Mstep: Class 16 contains 163874 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78216 members 
Mstep: Class 19 contains 14690 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3872 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 26238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722112.000000 Penalty: 88616.031250
Iteration 454Q: 26 clusters Score -1.947221e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138255 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99562 members 
Mstep: Class 7 contains 154276 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111358 members 
Mstep: Class 10 contains 164178 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 161289 members 
Mstep: Class 13 contains 181891 members 
Mstep: Class 14 contains 193079 members 
Mstep: Class 15 contains 90921 members 
Mstep: Class 16 contains 163884 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78218 members 
Mstep: Class 19 contains 14687 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3876 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721936.000000 Penalty: 88616.031250
Iteration 455Q: 26 clusters Score -1.947219e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99558 members 
Mstep: Class 7 contains 154274 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111347 members 
Mstep: Class 10 contains 164164 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161285 members 
Mstep: Class 13 contains 181910 members 
Mstep: Class 14 contains 193079 members 
Mstep: Class 15 contains 90915 members 
Mstep: Class 16 contains 163893 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78218 members 
Mstep: Class 19 contains 14685 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3878 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721728.000000 Penalty: 88616.031250
Iteration 456Q: 26 clusters Score -1.947217e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99554 members 
Mstep: Class 7 contains 154280 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111334 members 
Mstep: Class 10 contains 164151 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161277 members 
Mstep: Class 13 contains 181928 members 
Mstep: Class 14 contains 193072 members 
Mstep: Class 15 contains 90912 members 
Mstep: Class 16 contains 163914 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78215 members 
Mstep: Class 19 contains 14684 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3880 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721696.000000 Penalty: 88616.031250
Iteration 457Q: 26 clusters Score -1.947217e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138243 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99552 members 
Mstep: Class 7 contains 154289 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111328 members 
Mstep: Class 10 contains 164144 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161266 members 
Mstep: Class 13 contains 181946 members 
Mstep: Class 14 contains 193055 members 
Mstep: Class 15 contains 90913 members 
Mstep: Class 16 contains 163923 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78217 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3883 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721696.000000 Penalty: 88616.031250
Iteration 458Q: 26 clusters Score -1.947217e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99549 members 
Mstep: Class 7 contains 154291 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111321 members 
Mstep: Class 10 contains 164135 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161262 members 
Mstep: Class 13 contains 181973 members 
Mstep: Class 14 contains 193030 members 
Mstep: Class 15 contains 90913 members 
Mstep: Class 16 contains 163938 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78218 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3885 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721536.000000 Penalty: 88616.031250
Iteration 459Q: 26 clusters Score -1.947215e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99542 members 
Mstep: Class 7 contains 154302 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111318 members 
Mstep: Class 10 contains 164130 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161255 members 
Mstep: Class 13 contains 181998 members 
Mstep: Class 14 contains 192991 members 
Mstep: Class 15 contains 90914 members 
Mstep: Class 16 contains 163961 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78215 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3886 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721584.000000 Penalty: 88616.031250
Iteration 460F: 26 clusters Score -1.947216e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138251 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99537 members 
Mstep: Class 7 contains 154311 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111314 members 
Mstep: Class 10 contains 164118 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161245 members 
Mstep: Class 13 contains 182025 members 
Mstep: Class 14 contains 192957 members 
Mstep: Class 15 contains 90911 members 
Mstep: Class 16 contains 163980 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78217 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3887 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721600.000000 Penalty: 88616.031250
Iteration 461Q: 26 clusters Score -1.947216e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138261 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99539 members 
Mstep: Class 7 contains 154314 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111308 members 
Mstep: Class 10 contains 164110 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161236 members 
Mstep: Class 13 contains 182042 members 
Mstep: Class 14 contains 192930 members 
Mstep: Class 15 contains 90914 members 
Mstep: Class 16 contains 163995 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78217 members 
Mstep: Class 19 contains 14675 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3887 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721504.000000 Penalty: 88616.031250
Iteration 462Q: 26 clusters Score -1.947215e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99534 members 
Mstep: Class 7 contains 154315 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111302 members 
Mstep: Class 10 contains 164100 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161229 members 
Mstep: Class 13 contains 182061 members 
Mstep: Class 14 contains 192914 members 
Mstep: Class 15 contains 90917 members 
Mstep: Class 16 contains 164003 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78219 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3890 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721536.000000 Penalty: 88616.031250
Iteration 463Q: 26 clusters Score -1.947215e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138271 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 99533 members 
Mstep: Class 7 contains 154327 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111295 members 
Mstep: Class 10 contains 164096 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161227 members 
Mstep: Class 13 contains 182067 members 
Mstep: Class 14 contains 192888 members 
Mstep: Class 15 contains 90914 members 
Mstep: Class 16 contains 164018 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78219 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3893 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721440.000000 Penalty: 88616.031250
Iteration 464Q: 26 clusters Score -1.947214e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138269 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99532 members 
Mstep: Class 7 contains 154324 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111289 members 
Mstep: Class 10 contains 164092 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161225 members 
Mstep: Class 13 contains 182076 members 
Mstep: Class 14 contains 192876 members 
Mstep: Class 15 contains 90911 members 
Mstep: Class 16 contains 164030 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78222 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3895 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721568.000000 Penalty: 88616.031250
Iteration 465Q: 26 clusters Score -1.947216e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99531 members 
Mstep: Class 7 contains 154332 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111283 members 
Mstep: Class 10 contains 164082 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161226 members 
Mstep: Class 13 contains 182097 members 
Mstep: Class 14 contains 192847 members 
Mstep: Class 15 contains 90908 members 
Mstep: Class 16 contains 164048 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78221 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3898 members 
Mstep: Class 24 contains 689 members 
Mstep: Class 25 contains 26334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 466Q: 26 clusters Score -1.947218e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138263 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99526 members 
Mstep: Class 7 contains 154331 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111279 members 
Mstep: Class 10 contains 164077 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161227 members 
Mstep: Class 13 contains 182108 members 
Mstep: Class 14 contains 192823 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 164069 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78224 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3900 members 
Mstep: Class 24 contains 688 members 
Mstep: Class 25 contains 26339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721920.000000 Penalty: 88616.031250
Iteration 467Q: 26 clusters Score -1.947219e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138264 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99525 members 
Mstep: Class 7 contains 154330 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111273 members 
Mstep: Class 10 contains 164076 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161223 members 
Mstep: Class 13 contains 182117 members 
Mstep: Class 14 contains 192804 members 
Mstep: Class 15 contains 90905 members 
Mstep: Class 16 contains 164084 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78225 members 
Mstep: Class 19 contains 14677 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721936.000000 Penalty: 88616.031250
Iteration 468Q: 26 clusters Score -1.947219e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138268 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99521 members 
Mstep: Class 7 contains 154330 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111268 members 
Mstep: Class 10 contains 164075 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161218 members 
Mstep: Class 13 contains 182127 members 
Mstep: Class 14 contains 192795 members 
Mstep: Class 15 contains 90904 members 
Mstep: Class 16 contains 164087 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78229 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3911 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721840.000000 Penalty: 88616.031250
Iteration 469Q: 26 clusters Score -1.947218e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138273 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99515 members 
Mstep: Class 7 contains 154334 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111260 members 
Mstep: Class 10 contains 164074 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161215 members 
Mstep: Class 13 contains 182126 members 
Mstep: Class 14 contains 192786 members 
Mstep: Class 15 contains 90903 members 
Mstep: Class 16 contains 164100 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78229 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3915 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722096.000000 Penalty: 88616.031250
Iteration 470Q: 26 clusters Score -1.947221e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99511 members 
Mstep: Class 7 contains 154334 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111259 members 
Mstep: Class 10 contains 164070 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161205 members 
Mstep: Class 13 contains 182129 members 
Mstep: Class 14 contains 192769 members 
Mstep: Class 15 contains 90903 members 
Mstep: Class 16 contains 164112 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78230 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3923 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 471Q: 26 clusters Score -1.947218e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99507 members 
Mstep: Class 7 contains 154337 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111251 members 
Mstep: Class 10 contains 164067 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161201 members 
Mstep: Class 13 contains 182131 members 
Mstep: Class 14 contains 192755 members 
Mstep: Class 15 contains 90907 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78229 members 
Mstep: Class 19 contains 14679 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3929 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 472Q: 26 clusters Score -1.947218e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99503 members 
Mstep: Class 7 contains 154332 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111238 members 
Mstep: Class 10 contains 164059 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161199 members 
Mstep: Class 13 contains 182135 members 
Mstep: Class 14 contains 192754 members 
Mstep: Class 15 contains 90906 members 
Mstep: Class 16 contains 164147 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78222 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3935 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 473Q: 26 clusters Score -1.947218e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138284 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4467 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99498 members 
Mstep: Class 7 contains 154335 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111235 members 
Mstep: Class 10 contains 164054 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161193 members 
Mstep: Class 13 contains 182144 members 
Mstep: Class 14 contains 192742 members 
Mstep: Class 15 contains 90906 members 
Mstep: Class 16 contains 164155 members 
Mstep: Class 17 contains 766 members 
Mstep: Class 18 contains 78220 members 
Mstep: Class 19 contains 14678 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3938 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721888.000000 Penalty: 88616.031250
Iteration 474Q: 26 clusters Score -1.947219e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99490 members 
Mstep: Class 7 contains 154333 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111227 members 
Mstep: Class 10 contains 164054 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161185 members 
Mstep: Class 13 contains 182154 members 
Mstep: Class 14 contains 192733 members 
Mstep: Class 15 contains 90906 members 
Mstep: Class 16 contains 164163 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78222 members 
Mstep: Class 19 contains 14680 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3943 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721968.000000 Penalty: 88616.031250
Iteration 475Q: 26 clusters Score -1.94722e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99488 members 
Mstep: Class 7 contains 154338 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111223 members 
Mstep: Class 10 contains 164050 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161184 members 
Mstep: Class 13 contains 182158 members 
Mstep: Class 14 contains 192722 members 
Mstep: Class 15 contains 90905 members 
Mstep: Class 16 contains 164170 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78222 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3948 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721760.000000 Penalty: 88616.031250
Iteration 476Q: 26 clusters Score -1.947218e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99484 members 
Mstep: Class 7 contains 154345 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111220 members 
Mstep: Class 10 contains 164048 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 161180 members 
Mstep: Class 13 contains 182164 members 
Mstep: Class 14 contains 192709 members 
Mstep: Class 15 contains 90903 members 
Mstep: Class 16 contains 164182 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78223 members 
Mstep: Class 19 contains 14681 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721824.000000 Penalty: 88616.031250
Iteration 477Q: 26 clusters Score -1.947218e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99483 members 
Mstep: Class 7 contains 154349 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111215 members 
Mstep: Class 10 contains 164049 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161180 members 
Mstep: Class 13 contains 182173 members 
Mstep: Class 14 contains 192697 members 
Mstep: Class 15 contains 90898 members 
Mstep: Class 16 contains 164191 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78221 members 
Mstep: Class 19 contains 14683 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3952 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721824.000000 Penalty: 88616.031250
Iteration 478Q: 26 clusters Score -1.947218e+08 nChanged 69
Entering ConstructFrom: 
Score: -194721824.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (138281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138281 members 
Entering Unmasked Estep 
Score: -17241388.000000 Penalty: 2935.586670
	Iteration 0F: 2 clusters Score -1.724139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -17148882.000000 Penalty: 5871.173340
	Iteration 0F: 3 clusters Score -1.714888e+07 nChanged 66005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -17187176.000000 Penalty: 5871.173340
	Iteration 1F: 3 clusters Score -1.718718e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -17188104.000000 Penalty: 5871.173340
	Iteration 2Q: 3 clusters Score -1.71881e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -17189352.000000 Penalty: 5871.173340
	Iteration 3Q: 3 clusters Score -1.718935e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -17191010.000000 Penalty: 5871.173340
	Iteration 4Q: 3 clusters Score -1.719101e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -17193860.000000 Penalty: 5871.173340
	Iteration 5Q: 3 clusters Score -1.719386e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -17198976.000000 Penalty: 5871.173340
	Iteration 6F: 3 clusters Score -1.719898e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -17207410.000000 Penalty: 5871.173340
	Iteration 7F: 3 clusters Score -1.720741e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -17218676.000000 Penalty: 5871.173340
	Iteration 8F: 3 clusters Score -1.721868e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128554 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -17229254.000000 Penalty: 5871.173340
	Iteration 9F: 3 clusters Score -1.722925e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134901 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -17235662.000000 Penalty: 5871.173340
	Iteration 10Q: 3 clusters Score -1.723566e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137269 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -17237912.000000 Penalty: 5871.173340
	Iteration 11Q: 3 clusters Score -1.723791e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137894 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17238476.000000 Penalty: 5871.173340
	Iteration 12Q: 3 clusters Score -1.723848e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138044 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17238652.000000 Penalty: 5871.173340
	Iteration 13Q: 3 clusters Score -1.723865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -17238718.000000 Penalty: 5871.173340
	Iteration 14Q: 3 clusters Score -1.723872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138096 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17238776.000000 Penalty: 5871.173340
	Iteration 15Q: 3 clusters Score -1.723878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17238796.000000 Penalty: 5871.173340
	Iteration 16Q: 3 clusters Score -1.72388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17238824.000000 Penalty: 5871.173340
	Iteration 17Q: 3 clusters Score -1.723882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138119 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17238824.000000 Penalty: 5871.173340
	Iteration 18Q: 3 clusters Score -1.723882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17238844.000000 Penalty: 5871.173340
	Iteration 19Q: 3 clusters Score -1.723884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138120 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17238846.000000 Penalty: 5871.173340
	Iteration 20F: 3 clusters Score -1.723885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17238846.000000 Penalty: 5871.173340
	Iteration 21Q: 3 clusters Score -1.723885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -17238846.000000 Penalty: 5871.173340
	Iteration 22F: 3 clusters Score -1.723885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -599623.187500 Penalty: 2111.270020
	Iteration 0F: 2 clusters Score -599623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -595112.437500 Penalty: 4222.540039
	Iteration 0F: 3 clusters Score -595112.4 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -596123.687500 Penalty: 4222.540039
	Iteration 1F: 3 clusters Score -596123.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -596325.500000 Penalty: 4222.540039
	Iteration 2F: 3 clusters Score -596325.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -596454.812500 Penalty: 4222.540039
	Iteration 3Q: 3 clusters Score -596454.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -596540.500000 Penalty: 4222.540039
	Iteration 4Q: 3 clusters Score -596540.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -596616.125000 Penalty: 4222.540039
	Iteration 5Q: 3 clusters Score -596616.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -596679.062500 Penalty: 4222.540039
	Iteration 6Q: 3 clusters Score -596679.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -596741.562500 Penalty: 4222.540039
	Iteration 7Q: 3 clusters Score -596741.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -596792.750000 Penalty: 4222.540039
	Iteration 8Q: 3 clusters Score -596792.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -596840.062500 Penalty: 4222.540039
	Iteration 9Q: 3 clusters Score -596840.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -596877.562500 Penalty: 4222.540039
	Iteration 10Q: 3 clusters Score -596877.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -596918.812500 Penalty: 4222.540039
	Iteration 11Q: 3 clusters Score -596918.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -596961.687500 Penalty: 4222.540039
	Iteration 12Q: 3 clusters Score -596961.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -597009.562500 Penalty: 4222.540039
	Iteration 13Q: 3 clusters Score -597009.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -597048.062500 Penalty: 4222.540039
	Iteration 14Q: 3 clusters Score -597048.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -597094.312500 Penalty: 4222.540039
	Iteration 15Q: 3 clusters Score -597094.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -597137.062500 Penalty: 4222.540039
	Iteration 16Q: 3 clusters Score -597137.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -597190.312500 Penalty: 4222.540039
	Iteration 17Q: 3 clusters Score -597190.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -597243.312500 Penalty: 4222.540039
	Iteration 18Q: 3 clusters Score -597243.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -597299.625000 Penalty: 4222.540039
	Iteration 19Q: 3 clusters Score -597299.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -597327.562500 Penalty: 4222.540039
	Iteration 20F: 3 clusters Score -597327.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -597355.312500 Penalty: 4222.540039
	Iteration 21Q: 3 clusters Score -597355.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -597376.375000 Penalty: 4222.540039
	Iteration 22Q: 3 clusters Score -597376.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -597400.937500 Penalty: 4222.540039
	Iteration 23Q: 3 clusters Score -597400.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -597429.062500 Penalty: 4222.540039
	Iteration 24Q: 3 clusters Score -597429.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -597461.062500 Penalty: 4222.540039
	Iteration 25Q: 3 clusters Score -597461.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -597493.187500 Penalty: 4222.540039
	Iteration 26Q: 3 clusters Score -597493.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -597524.250000 Penalty: 4222.540039
	Iteration 27Q: 3 clusters Score -597524.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -597544.875000 Penalty: 4222.540039
	Iteration 28Q: 3 clusters Score -597544.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -597560.250000 Penalty: 4222.540039
	Iteration 29Q: 3 clusters Score -597560.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -597578.062500 Penalty: 4222.540039
	Iteration 30Q: 3 clusters Score -597578.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -597592.250000 Penalty: 4222.540039
	Iteration 31Q: 3 clusters Score -597592.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -597607.687500 Penalty: 4222.540039
	Iteration 32Q: 3 clusters Score -597607.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -597622.437500 Penalty: 4222.540039
	Iteration 33Q: 3 clusters Score -597622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -597629.937500 Penalty: 4222.540039
	Iteration 34Q: 3 clusters Score -597629.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -597635.937500 Penalty: 4222.540039
	Iteration 35Q: 3 clusters Score -597635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -597639.375000 Penalty: 4222.540039
	Iteration 36Q: 3 clusters Score -597639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -597646.437500 Penalty: 4222.540039
	Iteration 37Q: 3 clusters Score -597646.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -597653.625000 Penalty: 4222.540039
	Iteration 38Q: 3 clusters Score -597653.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -597661.125000 Penalty: 4222.540039
	Iteration 39Q: 3 clusters Score -597661.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -597673.125000 Penalty: 4222.540039
	Iteration 40F: 3 clusters Score -597673.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -597680.062500 Penalty: 4222.540039
	Iteration 41Q: 3 clusters Score -597680.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -597686.125000 Penalty: 4222.540039
	Iteration 42Q: 3 clusters Score -597686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -597697.437500 Penalty: 4222.540039
	Iteration 43Q: 3 clusters Score -597697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -597707.250000 Penalty: 4222.540039
	Iteration 44Q: 3 clusters Score -597707.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -597716.000000 Penalty: 4222.540039
	Iteration 45Q: 3 clusters Score -597716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -597727.625000 Penalty: 4222.540039
	Iteration 46Q: 3 clusters Score -597727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -597736.437500 Penalty: 4222.540039
	Iteration 47Q: 3 clusters Score -597736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -597742.000000 Penalty: 4222.540039
	Iteration 48Q: 3 clusters Score -597742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -597748.500000 Penalty: 4222.540039
	Iteration 49Q: 3 clusters Score -597748.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -597753.750000 Penalty: 4222.540039
	Iteration 50Q: 3 clusters Score -597753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -597759.437500 Penalty: 4222.540039
	Iteration 51Q: 3 clusters Score -597759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -597762.625000 Penalty: 4222.540039
	Iteration 52Q: 3 clusters Score -597762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -597763.437500 Penalty: 4222.540039
	Iteration 53Q: 3 clusters Score -597763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -597763.625000 Penalty: 4222.540039
	Iteration 54Q: 3 clusters Score -597763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -597764.437500 Penalty: 4222.540039
	Iteration 55Q: 3 clusters Score -597764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -597764.437500 Penalty: 4222.540039
	Iteration 56F: 3 clusters Score -597764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -540143.437500 Penalty: 2084.364746
	Iteration 0F: 2 clusters Score -540143.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -535973.187500 Penalty: 4168.729492
	Iteration 0F: 3 clusters Score -535973.2 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -536942.562500 Penalty: 4168.729492
	Iteration 1F: 3 clusters Score -536942.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -537170.875000 Penalty: 4168.729492
	Iteration 2F: 3 clusters Score -537170.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -537344.937500 Penalty: 4168.729492
	Iteration 3F: 3 clusters Score -537344.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -537450.000000 Penalty: 4168.729492
	Iteration 4Q: 3 clusters Score -537450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -537535.625000 Penalty: 4168.729492
	Iteration 5Q: 3 clusters Score -537535.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -537616.250000 Penalty: 4168.729492
	Iteration 6Q: 3 clusters Score -537616.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -537700.812500 Penalty: 4168.729492
	Iteration 7Q: 3 clusters Score -537700.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -537774.875000 Penalty: 4168.729492
	Iteration 8Q: 3 clusters Score -537774.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -537841.750000 Penalty: 4168.729492
	Iteration 9Q: 3 clusters Score -537841.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -537891.750000 Penalty: 4168.729492
	Iteration 10Q: 3 clusters Score -537891.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -537937.812500 Penalty: 4168.729492
	Iteration 11Q: 3 clusters Score -537937.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -537977.250000 Penalty: 4168.729492
	Iteration 12Q: 3 clusters Score -537977.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -538020.250000 Penalty: 4168.729492
	Iteration 13Q: 3 clusters Score -538020.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -538063.875000 Penalty: 4168.729492
	Iteration 14Q: 3 clusters Score -538063.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -538121.250000 Penalty: 4168.729492
	Iteration 15Q: 3 clusters Score -538121.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -538170.687500 Penalty: 4168.729492
	Iteration 16Q: 3 clusters Score -538170.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -538219.687500 Penalty: 4168.729492
	Iteration 17Q: 3 clusters Score -538219.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -538266.937500 Penalty: 4168.729492
	Iteration 18Q: 3 clusters Score -538266.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -538314.625000 Penalty: 4168.729492
	Iteration 19Q: 3 clusters Score -538314.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -538352.000000 Penalty: 4168.729492
	Iteration 20F: 3 clusters Score -538352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -538385.812500 Penalty: 4168.729492
	Iteration 21Q: 3 clusters Score -538385.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -538414.187500 Penalty: 4168.729492
	Iteration 22Q: 3 clusters Score -538414.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -538435.562500 Penalty: 4168.729492
	Iteration 23Q: 3 clusters Score -538435.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -538453.562500 Penalty: 4168.729492
	Iteration 24Q: 3 clusters Score -538453.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -538469.812500 Penalty: 4168.729492
	Iteration 25Q: 3 clusters Score -538469.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -538485.875000 Penalty: 4168.729492
	Iteration 26Q: 3 clusters Score -538485.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -538501.312500 Penalty: 4168.729492
	Iteration 27Q: 3 clusters Score -538501.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -538514.562500 Penalty: 4168.729492
	Iteration 28Q: 3 clusters Score -538514.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -538524.000000 Penalty: 4168.729492
	Iteration 29Q: 3 clusters Score -538524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -538532.562500 Penalty: 4168.729492
	Iteration 30Q: 3 clusters Score -538532.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -538545.625000 Penalty: 4168.729492
	Iteration 31Q: 3 clusters Score -538545.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -538556.375000 Penalty: 4168.729492
	Iteration 32Q: 3 clusters Score -538556.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -538564.375000 Penalty: 4168.729492
	Iteration 33Q: 3 clusters Score -538564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -538570.000000 Penalty: 4168.729492
	Iteration 34Q: 3 clusters Score -538570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -538576.375000 Penalty: 4168.729492
	Iteration 35Q: 3 clusters Score -538576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -538580.375000 Penalty: 4168.729492
	Iteration 36Q: 3 clusters Score -538580.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -538584.312500 Penalty: 4168.729492
	Iteration 37Q: 3 clusters Score -538584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -538589.437500 Penalty: 4168.729492
	Iteration 38Q: 3 clusters Score -538589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -538593.312500 Penalty: 4168.729492
	Iteration 39Q: 3 clusters Score -538593.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -538596.062500 Penalty: 4168.729492
	Iteration 40F: 3 clusters Score -538596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -538598.375000 Penalty: 4168.729492
	Iteration 41Q: 3 clusters Score -538598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -538601.500000 Penalty: 4168.729492
	Iteration 42Q: 3 clusters Score -538601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -538603.562500 Penalty: 4168.729492
	Iteration 43Q: 3 clusters Score -538603.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -538607.437500 Penalty: 4168.729492
	Iteration 44Q: 3 clusters Score -538607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -538613.062500 Penalty: 4168.729492
	Iteration 45Q: 3 clusters Score -538613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -538619.312500 Penalty: 4168.729492
	Iteration 46Q: 3 clusters Score -538619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -538624.062500 Penalty: 4168.729492
	Iteration 47Q: 3 clusters Score -538624.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -538626.937500 Penalty: 4168.729492
	Iteration 48Q: 3 clusters Score -538626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -538628.312500 Penalty: 4168.729492
	Iteration 49Q: 3 clusters Score -538628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -538628.312500 Penalty: 4168.729492
	Iteration 50F: 3 clusters Score -538628.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -158876.609375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -158876.6 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 692 members 
Entering Unmasked Estep 
Score: -156701.281250 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -156701.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157032.859375 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -157032.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157132.250000 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -157132.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157178.765625 Penalty: 3566.575439
	Iteration 3Q: 3 clusters Score -157178.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157201.421875 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -157201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157216.515625 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -157216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157222.640625 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -157222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157228.125000 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -157228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157231.359375 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -157231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157235.015625 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -157235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157245.968750 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -157246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157254.171875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -157254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157258.703125 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -157258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157264.312500 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -157264.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157266.640625 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -157266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -157266.640625 Penalty: 3566.575439
	Iteration 15F: 3 clusters Score -157266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -652967.125000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -652967.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -648032.750000 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -648032.8 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -649346.875000 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -649346.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -649700.812500 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -649700.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -650008.750000 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -650008.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -650269.125000 Penalty: 4283.653320
	Iteration 4F: 3 clusters Score -650269.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -650484.125000 Penalty: 4283.653320
	Iteration 5F: 3 clusters Score -650484.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -650653.250000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -650653.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -650793.687500 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -650793.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -650911.500000 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -650911.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -651020.125000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -651020.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -651111.250000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -651111.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -651181.500000 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -651181.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -651237.562500 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -651237.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -651277.000000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -651277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -651302.437500 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -651302.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -651326.687500 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -651326.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -651347.750000 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -651347.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -651363.125000 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -651363.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -651380.312500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -651380.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -651402.500000 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -651402.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -651419.375000 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -651419.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -651433.625000 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -651433.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -651445.375000 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -651445.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -651454.875000 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -651454.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -651468.875000 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -651468.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -651481.375000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -651481.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -651500.812500 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -651500.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -651517.812500 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -651517.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -651536.312500 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -651536.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -651548.312500 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -651548.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -651561.437500 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -651561.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -651574.187500 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -651574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -651580.500000 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -651580.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -651584.937500 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -651584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -651591.625000 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -651591.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -651598.187500 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -651598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -651606.000000 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -651606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -651614.187500 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -651614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -651622.312500 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -651622.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -651632.062500 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -651632.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -651641.187500 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -651641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -651646.875000 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -651646.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -651654.250000 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -651654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -651660.250000 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -651660.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -651663.187500 Penalty: 4283.653320
	Iteration 44Q: 3 clusters Score -651663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -651666.750000 Penalty: 4283.653320
	Iteration 45Q: 3 clusters Score -651666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -651667.937500 Penalty: 4283.653320
	Iteration 46Q: 3 clusters Score -651667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -651668.250000 Penalty: 4283.653320
	Iteration 47Q: 3 clusters Score -651668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -651669.375000 Penalty: 4283.653320
	Iteration 48Q: 3 clusters Score -651669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -651670.625000 Penalty: 4283.653320
	Iteration 49Q: 3 clusters Score -651670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -651671.250000 Penalty: 4283.653320
	Iteration 50Q: 3 clusters Score -651671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -651673.375000 Penalty: 4283.653320
	Iteration 51Q: 3 clusters Score -651673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -651672.812500 Penalty: 4283.653320
	Iteration 52Q: 3 clusters Score -651672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -651676.812500 Penalty: 4283.653320
	Iteration 53Q: 3 clusters Score -651676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -651678.562500 Penalty: 4283.653320
	Iteration 54Q: 3 clusters Score -651678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -651679.687500 Penalty: 4283.653320
	Iteration 55Q: 3 clusters Score -651679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -651679.375000 Penalty: 4283.653320
	Iteration 56Q: 3 clusters Score -651679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -651679.625000 Penalty: 4283.653320
	Iteration 57Q: 3 clusters Score -651679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -651681.875000 Penalty: 4283.653320
	Iteration 58Q: 3 clusters Score -651681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -651684.687500 Penalty: 4283.653320
	Iteration 59Q: 3 clusters Score -651684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -651689.437500 Penalty: 4283.653320
	Iteration 60F: 3 clusters Score -651689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -651689.562500 Penalty: 4283.653320
	Iteration 61Q: 3 clusters Score -651689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -651689.562500 Penalty: 4283.653320
	Iteration 62Q: 3 clusters Score -651689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -651691.250000 Penalty: 4283.653320
	Iteration 63Q: 3 clusters Score -651691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -651691.250000 Penalty: 4283.653320
	Iteration 64F: 3 clusters Score -651691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Entering Unmasked Estep 
Score: -12361590.000000 Penalty: 2853.907471
	Iteration 0F: 2 clusters Score -1.236159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -12295043.000000 Penalty: 5707.814941
	Iteration 0F: 3 clusters Score -1.229504e+07 nChanged 46892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -12322138.000000 Penalty: 5707.814941
	Iteration 1F: 3 clusters Score -1.232214e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -12323061.000000 Penalty: 5707.814941
	Iteration 2Q: 3 clusters Score -1.232306e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -12324280.000000 Penalty: 5707.814941
	Iteration 3Q: 3 clusters Score -1.232428e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -12325739.000000 Penalty: 5707.814941
	Iteration 4Q: 3 clusters Score -1.232574e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -12327507.000000 Penalty: 5707.814941
	Iteration 5Q: 3 clusters Score -1.232751e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -12329884.000000 Penalty: 5707.814941
	Iteration 6F: 3 clusters Score -1.232988e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -12333114.000000 Penalty: 5707.814941
	Iteration 7F: 3 clusters Score -1.233311e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -12337326.000000 Penalty: 5707.814941
	Iteration 8F: 3 clusters Score -1.233733e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -12342817.000000 Penalty: 5707.814941
	Iteration 9F: 3 clusters Score -1.234282e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -12347634.000000 Penalty: 5707.814941
	Iteration 10F: 3 clusters Score -1.234763e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -12350504.000000 Penalty: 5707.814941
	Iteration 11Q: 3 clusters Score -1.23505e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -12351991.000000 Penalty: 5707.814941
	Iteration 12Q: 3 clusters Score -1.235199e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -12352835.000000 Penalty: 5707.814941
	Iteration 13Q: 3 clusters Score -1.235284e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -12353426.000000 Penalty: 5707.814941
	Iteration 14Q: 3 clusters Score -1.235343e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -12353936.000000 Penalty: 5707.814941
	Iteration 15Q: 3 clusters Score -1.235394e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -12354482.000000 Penalty: 5707.814941
	Iteration 16Q: 3 clusters Score -1.235448e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -12354871.000000 Penalty: 5707.814941
	Iteration 17Q: 3 clusters Score -1.235487e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -12355404.000000 Penalty: 5707.814941
	Iteration 18Q: 3 clusters Score -1.23554e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -12355803.000000 Penalty: 5707.814941
	Iteration 19Q: 3 clusters Score -1.23558e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -12356266.000000 Penalty: 5707.814941
	Iteration 20F: 3 clusters Score -1.235627e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -12356553.000000 Penalty: 5707.814941
	Iteration 21Q: 3 clusters Score -1.235655e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -12356846.000000 Penalty: 5707.814941
	Iteration 22Q: 3 clusters Score -1.235685e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -12357139.000000 Penalty: 5707.814941
	Iteration 23Q: 3 clusters Score -1.235714e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -12357435.000000 Penalty: 5707.814941
	Iteration 24Q: 3 clusters Score -1.235744e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -12357690.000000 Penalty: 5707.814941
	Iteration 25Q: 3 clusters Score -1.235769e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -12357917.000000 Penalty: 5707.814941
	Iteration 26Q: 3 clusters Score -1.235792e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -12358109.000000 Penalty: 5707.814941
	Iteration 27Q: 3 clusters Score -1.235811e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -12358359.000000 Penalty: 5707.814941
	Iteration 28Q: 3 clusters Score -1.235836e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -12358561.000000 Penalty: 5707.814941
	Iteration 29Q: 3 clusters Score -1.235856e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 92780 members 
Entering Unmasked Estep 
Score: -12358701.000000 Penalty: 5707.814941
	Iteration 30Q: 3 clusters Score -1.23587e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -12358875.000000 Penalty: 5707.814941
	Iteration 31Q: 3 clusters Score -1.235888e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -12359025.000000 Penalty: 5707.814941
	Iteration 32Q: 3 clusters Score -1.235902e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -12359157.000000 Penalty: 5707.814941
	Iteration 33Q: 3 clusters Score -1.235916e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -12359262.000000 Penalty: 5707.814941
	Iteration 34Q: 3 clusters Score -1.235926e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -12359388.000000 Penalty: 5707.814941
	Iteration 35Q: 3 clusters Score -1.235939e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 95153 members 
Entering Unmasked Estep 
Score: -12359483.000000 Penalty: 5707.814941
	Iteration 36Q: 3 clusters Score -1.235948e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -12359523.000000 Penalty: 5707.814941
	Iteration 37Q: 3 clusters Score -1.235952e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -12359581.000000 Penalty: 5707.814941
	Iteration 38Q: 3 clusters Score -1.235958e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -12359573.000000 Penalty: 5707.814941
	Iteration 39Q: 3 clusters Score -1.235957e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -12359587.000000 Penalty: 5707.814941
	Iteration 40F: 3 clusters Score -1.235959e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -12359587.000000 Penalty: 5707.814941
	Iteration 41Q: 3 clusters Score -1.235959e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -12359591.000000 Penalty: 5707.814941
	Iteration 42Q: 3 clusters Score -1.235959e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -12359630.000000 Penalty: 5707.814941
	Iteration 43Q: 3 clusters Score -1.235963e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -12359646.000000 Penalty: 5707.814941
	Iteration 44Q: 3 clusters Score -1.235965e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -12359680.000000 Penalty: 5707.814941
	Iteration 45Q: 3 clusters Score -1.235968e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 96488 members 
Entering Unmasked Estep 
Score: -12359676.000000 Penalty: 5707.814941
	Iteration 46Q: 3 clusters Score -1.235968e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -12359692.000000 Penalty: 5707.814941
	Iteration 47Q: 3 clusters Score -1.235969e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -12359717.000000 Penalty: 5707.814941
	Iteration 48Q: 3 clusters Score -1.235972e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -12359753.000000 Penalty: 5707.814941
	Iteration 49Q: 3 clusters Score -1.235975e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -12359747.000000 Penalty: 5707.814941
	Iteration 50Q: 3 clusters Score -1.235975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -12359775.000000 Penalty: 5707.814941
	Iteration 51Q: 3 clusters Score -1.235978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -12359786.000000 Penalty: 5707.814941
	Iteration 52Q: 3 clusters Score -1.235979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -12359798.000000 Penalty: 5707.814941
	Iteration 53Q: 3 clusters Score -1.23598e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -12359809.000000 Penalty: 5707.814941
	Iteration 54Q: 3 clusters Score -1.235981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 96856 members 
Entering Unmasked Estep 
Score: -12359809.000000 Penalty: 5707.814941
	Iteration 55Q: 3 clusters Score -1.235981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -12359799.000000 Penalty: 5707.814941
	Iteration 56Q: 3 clusters Score -1.23598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -12359804.000000 Penalty: 5707.814941
	Iteration 57Q: 3 clusters Score -1.23598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -12359823.000000 Penalty: 5707.814941
	Iteration 58Q: 3 clusters Score -1.235982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -12359819.000000 Penalty: 5707.814941
	Iteration 59Q: 3 clusters Score -1.235982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -12359822.000000 Penalty: 5707.814941
	Iteration 60F: 3 clusters Score -1.235982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -12359834.000000 Penalty: 5707.814941
	Iteration 61Q: 3 clusters Score -1.235983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 96947 members 
Entering Unmasked Estep 
Score: -12359826.000000 Penalty: 5707.814941
	Iteration 62Q: 3 clusters Score -1.235983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -12359811.000000 Penalty: 5707.814941
	Iteration 63Q: 3 clusters Score -1.235981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -12359815.000000 Penalty: 5707.814941
	Iteration 64Q: 3 clusters Score -1.235982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -12359829.000000 Penalty: 5707.814941
	Iteration 65Q: 3 clusters Score -1.235983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 96975 members 
Entering Unmasked Estep 
Score: -12359840.000000 Penalty: 5707.814941
	Iteration 66Q: 3 clusters Score -1.235984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
Score: -12359839.000000 Penalty: 5707.814941
	Iteration 67Q: 3 clusters Score -1.235984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
Score: -12359841.000000 Penalty: 5707.814941
	Iteration 68Q: 3 clusters Score -1.235984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
Score: -12359841.000000 Penalty: 5707.814941
	Iteration 69F: 3 clusters Score -1.235984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154355 members 
Entering Unmasked Estep 
Score: -19046950.000000 Penalty: 2962.858398
	Iteration 0F: 2 clusters Score -1.904695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -18944166.000000 Penalty: 5925.716797
	Iteration 0F: 3 clusters Score -1.894417e+07 nChanged 73912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -18987436.000000 Penalty: 5925.716797
	Iteration 1F: 3 clusters Score -1.898744e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -18988934.000000 Penalty: 5925.716797
	Iteration 2Q: 3 clusters Score -1.898893e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 77104 members 
Entering Unmasked Estep 
Score: -18990586.000000 Penalty: 5925.716797
	Iteration 3Q: 3 clusters Score -1.899059e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76939 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -18992728.000000 Penalty: 5925.716797
	Iteration 4Q: 3 clusters Score -1.899273e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -18995896.000000 Penalty: 5925.716797
	Iteration 5Q: 3 clusters Score -1.89959e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -19000660.000000 Penalty: 5925.716797
	Iteration 6F: 3 clusters Score -1.900066e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -19007282.000000 Penalty: 5925.716797
	Iteration 7F: 3 clusters Score -1.900728e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -19014572.000000 Penalty: 5925.716797
	Iteration 8F: 3 clusters Score -1.901457e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -19020406.000000 Penalty: 5925.716797
	Iteration 9F: 3 clusters Score -1.902041e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -19022934.000000 Penalty: 5925.716797
	Iteration 10Q: 3 clusters Score -1.902293e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -19023870.000000 Penalty: 5925.716797
	Iteration 11Q: 3 clusters Score -1.902387e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64830 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -19024418.000000 Penalty: 5925.716797
	Iteration 12Q: 3 clusters Score -1.902442e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 91015 members 
Entering Unmasked Estep 
Score: -19024880.000000 Penalty: 5925.716797
	Iteration 13Q: 3 clusters Score -1.902488e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -19025398.000000 Penalty: 5925.716797
	Iteration 14Q: 3 clusters Score -1.90254e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -19025984.000000 Penalty: 5925.716797
	Iteration 15Q: 3 clusters Score -1.902598e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 95914 members 
Entering Unmasked Estep 
Score: -19026502.000000 Penalty: 5925.716797
	Iteration 16Q: 3 clusters Score -1.90265e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -19026938.000000 Penalty: 5925.716797
	Iteration 17Q: 3 clusters Score -1.902694e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -19027362.000000 Penalty: 5925.716797
	Iteration 18Q: 3 clusters Score -1.902736e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 101496 members 
Entering Unmasked Estep 
Score: -19027852.000000 Penalty: 5925.716797
	Iteration 19Q: 3 clusters Score -1.902785e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -19028386.000000 Penalty: 5925.716797
	Iteration 20F: 3 clusters Score -1.902839e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 105508 members 
Entering Unmasked Estep 
Score: -19028900.000000 Penalty: 5925.716797
	Iteration 21Q: 3 clusters Score -1.90289e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -19029512.000000 Penalty: 5925.716797
	Iteration 22Q: 3 clusters Score -1.902951e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -19030106.000000 Penalty: 5925.716797
	Iteration 23Q: 3 clusters Score -1.903011e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -19030704.000000 Penalty: 5925.716797
	Iteration 24Q: 3 clusters Score -1.90307e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 113975 members 
Entering Unmasked Estep 
Score: -19031404.000000 Penalty: 5925.716797
	Iteration 25Q: 3 clusters Score -1.90314e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -19032110.000000 Penalty: 5925.716797
	Iteration 26Q: 3 clusters Score -1.903211e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 118417 members 
Entering Unmasked Estep 
Score: -19032856.000000 Penalty: 5925.716797
	Iteration 27Q: 3 clusters Score -1.903286e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 120689 members 
Entering Unmasked Estep 
Score: -19033584.000000 Penalty: 5925.716797
	Iteration 28Q: 3 clusters Score -1.903358e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 122999 members 
Entering Unmasked Estep 
Score: -19034308.000000 Penalty: 5925.716797
	Iteration 29Q: 3 clusters Score -1.903431e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 125246 members 
Entering Unmasked Estep 
Score: -19035140.000000 Penalty: 5925.716797
	Iteration 30Q: 3 clusters Score -1.903514e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 127459 members 
Entering Unmasked Estep 
Score: -19035918.000000 Penalty: 5925.716797
	Iteration 31Q: 3 clusters Score -1.903592e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 129640 members 
Entering Unmasked Estep 
Score: -19036800.000000 Penalty: 5925.716797
	Iteration 32Q: 3 clusters Score -1.90368e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 131701 members 
Entering Unmasked Estep 
Score: -19037580.000000 Penalty: 5925.716797
	Iteration 33Q: 3 clusters Score -1.903758e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 133663 members 
Entering Unmasked Estep 
Score: -19038314.000000 Penalty: 5925.716797
	Iteration 34Q: 3 clusters Score -1.903831e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 135493 members 
Entering Unmasked Estep 
Score: -19038924.000000 Penalty: 5925.716797
	Iteration 35Q: 3 clusters Score -1.903892e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -19039440.000000 Penalty: 5925.716797
	Iteration 36Q: 3 clusters Score -1.903944e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 138820 members 
Entering Unmasked Estep 
Score: -19039970.000000 Penalty: 5925.716797
	Iteration 37Q: 3 clusters Score -1.903997e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 140365 members 
Entering Unmasked Estep 
Score: -19040540.000000 Penalty: 5925.716797
	Iteration 38Q: 3 clusters Score -1.904054e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -19041120.000000 Penalty: 5925.716797
	Iteration 39Q: 3 clusters Score -1.904112e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -19041596.000000 Penalty: 5925.716797
	Iteration 40F: 3 clusters Score -1.90416e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 144279 members 
Entering Unmasked Estep 
Score: -19041994.000000 Penalty: 5925.716797
	Iteration 41Q: 3 clusters Score -1.904199e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 145428 members 
Entering Unmasked Estep 
Score: -19042480.000000 Penalty: 5925.716797
	Iteration 42Q: 3 clusters Score -1.904248e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 146421 members 
Entering Unmasked Estep 
Score: -19042904.000000 Penalty: 5925.716797
	Iteration 43Q: 3 clusters Score -1.90429e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 147265 members 
Entering Unmasked Estep 
Score: -19043208.000000 Penalty: 5925.716797
	Iteration 44Q: 3 clusters Score -1.904321e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 148043 members 
Entering Unmasked Estep 
Score: -19043416.000000 Penalty: 5925.716797
	Iteration 45Q: 3 clusters Score -1.904342e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -19043550.000000 Penalty: 5925.716797
	Iteration 46Q: 3 clusters Score -1.904355e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -19043734.000000 Penalty: 5925.716797
	Iteration 47Q: 3 clusters Score -1.904373e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 149712 members 
Entering Unmasked Estep 
Score: -19043838.000000 Penalty: 5925.716797
	Iteration 48Q: 3 clusters Score -1.904384e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 150142 members 
Entering Unmasked Estep 
Score: -19044004.000000 Penalty: 5925.716797
	Iteration 49Q: 3 clusters Score -1.9044e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 150533 members 
Entering Unmasked Estep 
Score: -19044044.000000 Penalty: 5925.716797
	Iteration 50Q: 3 clusters Score -1.904404e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 150862 members 
Entering Unmasked Estep 
Score: -19044180.000000 Penalty: 5925.716797
	Iteration 51Q: 3 clusters Score -1.904418e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -19044294.000000 Penalty: 5925.716797
	Iteration 52Q: 3 clusters Score -1.904429e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -19044310.000000 Penalty: 5925.716797
	Iteration 53Q: 3 clusters Score -1.904431e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -19044406.000000 Penalty: 5925.716797
	Iteration 54Q: 3 clusters Score -1.904441e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 151803 members 
Entering Unmasked Estep 
Score: -19044510.000000 Penalty: 5925.716797
	Iteration 55Q: 3 clusters Score -1.904451e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -19044568.000000 Penalty: 5925.716797
	Iteration 56Q: 3 clusters Score -1.904457e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -19044638.000000 Penalty: 5925.716797
	Iteration 57Q: 3 clusters Score -1.904464e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -19044662.000000 Penalty: 5925.716797
	Iteration 58Q: 3 clusters Score -1.904466e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 152349 members 
Entering Unmasked Estep 
Score: -19044706.000000 Penalty: 5925.716797
	Iteration 59Q: 3 clusters Score -1.904471e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -19044726.000000 Penalty: 5925.716797
	Iteration 60F: 3 clusters Score -1.904473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -19044828.000000 Penalty: 5925.716797
	Iteration 61Q: 3 clusters Score -1.904483e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -19044860.000000 Penalty: 5925.716797
	Iteration 62Q: 3 clusters Score -1.904486e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 152666 members 
Entering Unmasked Estep 
Score: -19044914.000000 Penalty: 5925.716797
	Iteration 63Q: 3 clusters Score -1.904491e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -19044938.000000 Penalty: 5925.716797
	Iteration 64Q: 3 clusters Score -1.904494e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -19044956.000000 Penalty: 5925.716797
	Iteration 65Q: 3 clusters Score -1.904496e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 152827 members 
Entering Unmasked Estep 
Score: -19044992.000000 Penalty: 5925.716797
	Iteration 66Q: 3 clusters Score -1.904499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 152863 members 
Entering Unmasked Estep 
Score: -19044992.000000 Penalty: 5925.716797
	Iteration 67Q: 3 clusters Score -1.904499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -19044986.000000 Penalty: 5925.716797
	Iteration 68Q: 3 clusters Score -1.904499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 152930 members 
Entering Unmasked Estep 
Score: -19044974.000000 Penalty: 5925.716797
	Iteration 69Q: 3 clusters Score -1.904497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 152952 members 
Entering Unmasked Estep 
Score: -19045000.000000 Penalty: 5925.716797
	Iteration 70Q: 3 clusters Score -1.9045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 152971 members 
Entering Unmasked Estep 
Score: -19045012.000000 Penalty: 5925.716797
	Iteration 71Q: 3 clusters Score -1.904501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -19045028.000000 Penalty: 5925.716797
	Iteration 72Q: 3 clusters Score -1.904503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 152995 members 
Entering Unmasked Estep 
Score: -19045038.000000 Penalty: 5925.716797
	Iteration 73Q: 3 clusters Score -1.904504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
Score: -19045044.000000 Penalty: 5925.716797
	Iteration 74Q: 3 clusters Score -1.904504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 153004 members 
Entering Unmasked Estep 
Score: -19045056.000000 Penalty: 5925.716797
	Iteration 75Q: 3 clusters Score -1.904506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 153011 members 
Entering Unmasked Estep 
Score: -19045046.000000 Penalty: 5925.716797
	Iteration 76Q: 3 clusters Score -1.904505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -19045046.000000 Penalty: 5925.716797
	Iteration 77Q: 3 clusters Score -1.904505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -19045046.000000 Penalty: 5925.716797
	Iteration 78Q: 3 clusters Score -1.904505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -19045058.000000 Penalty: 5925.716797
	Iteration 79Q: 3 clusters Score -1.904506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -19045070.000000 Penalty: 5925.716797
	Iteration 80F: 3 clusters Score -1.904507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 153058 members 
Entering Unmasked Estep 
Score: -19045078.000000 Penalty: 5925.716797
	Iteration 81Q: 3 clusters Score -1.904508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 153066 members 
Entering Unmasked Estep 
Score: -19045064.000000 Penalty: 5925.716797
	Iteration 82Q: 3 clusters Score -1.904506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 153074 members 
Entering Unmasked Estep 
Score: -19045062.000000 Penalty: 5925.716797
	Iteration 83Q: 3 clusters Score -1.904506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -19045094.000000 Penalty: 5925.716797
	Iteration 84Q: 3 clusters Score -1.904509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 153095 members 
Entering Unmasked Estep 
Score: -19045086.000000 Penalty: 5925.716797
	Iteration 85Q: 3 clusters Score -1.904509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 153110 members 
Entering Unmasked Estep 
Score: -19045082.000000 Penalty: 5925.716797
	Iteration 86Q: 3 clusters Score -1.904508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -19045106.000000 Penalty: 5925.716797
	Iteration 87Q: 3 clusters Score -1.904511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 153123 members 
Entering Unmasked Estep 
Score: -19045136.000000 Penalty: 5925.716797
	Iteration 88Q: 3 clusters Score -1.904514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -19045136.000000 Penalty: 5925.716797
	Iteration 89Q: 3 clusters Score -1.904514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 153129 members 
Entering Unmasked Estep 
Score: -19045138.000000 Penalty: 5925.716797
	Iteration 90Q: 3 clusters Score -1.904514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 153128 members 
Entering Unmasked Estep 
Score: -19045152.000000 Penalty: 5925.716797
	Iteration 91Q: 3 clusters Score -1.904515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 153132 members 
Entering Unmasked Estep 
Score: -19045166.000000 Penalty: 5925.716797
	Iteration 92Q: 3 clusters Score -1.904517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 153133 members 
Entering Unmasked Estep 
Score: -19045158.000000 Penalty: 5925.716797
	Iteration 93Q: 3 clusters Score -1.904516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 153137 members 
Entering Unmasked Estep 
Score: -19045154.000000 Penalty: 5925.716797
	Iteration 94Q: 3 clusters Score -1.904515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -19045152.000000 Penalty: 5925.716797
	Iteration 95Q: 3 clusters Score -1.904515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 153138 members 
Entering Unmasked Estep 
Score: -19045144.000000 Penalty: 5925.716797
	Iteration 96Q: 3 clusters Score -1.904514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -19045152.000000 Penalty: 5925.716797
	Iteration 97Q: 3 clusters Score -1.904515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -19045152.000000 Penalty: 5925.716797
	Iteration 98F: 3 clusters Score -1.904515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -109408.515625 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -109408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107449.960938 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -107450 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107773.312500 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -107773.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107873.265625 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -107873.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107940.992188 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -107941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108005.742188 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -108005.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -108064.492188 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -108064.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -108117.507812 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -108117.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -108156.648438 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -108156.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -108196.351562 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -108196.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108249.343750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -108249.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -108296.898438 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -108296.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108354.125000 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -108354.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -108443.148438 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -108443.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108586.320312 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -108586.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108751.476562 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -108751.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108974.421875 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -108974.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -109168.945312 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -109168.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109212.023438 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -109212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109248.992188 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -109249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109276.398438 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -109276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -109289.023438 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -109289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109310.453125 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -109310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109332.046875 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -109332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109342.164062 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -109342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109353.453125 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -109353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -109358.945312 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -109358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109363.562500 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -109363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -109363.562500 Penalty: 3432.653076
	Iteration 27F: 3 clusters Score -109363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111213 members 
Entering Unmasked Estep 
Score: -13822383.000000 Penalty: 2881.562256
	Iteration 0F: 2 clusters Score -1.382238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -13748278.000000 Penalty: 5763.124512
	Iteration 0F: 3 clusters Score -1.374828e+07 nChanged 52581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -13778344.000000 Penalty: 5763.124512
	Iteration 1F: 3 clusters Score -1.377834e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -13779236.000000 Penalty: 5763.124512
	Iteration 2Q: 3 clusters Score -1.377924e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -13780322.000000 Penalty: 5763.124512
	Iteration 3Q: 3 clusters Score -1.378032e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -13781693.000000 Penalty: 5763.124512
	Iteration 4Q: 3 clusters Score -1.378169e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -13783686.000000 Penalty: 5763.124512
	Iteration 5Q: 3 clusters Score -1.378369e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -13786509.000000 Penalty: 5763.124512
	Iteration 6Q: 3 clusters Score -1.378651e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -13790364.000000 Penalty: 5763.124512
	Iteration 7F: 3 clusters Score -1.379036e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -13795297.000000 Penalty: 5763.124512
	Iteration 8F: 3 clusters Score -1.37953e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -13800510.000000 Penalty: 5763.124512
	Iteration 9F: 3 clusters Score -1.380051e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -13804375.000000 Penalty: 5763.124512
	Iteration 10F: 3 clusters Score -1.380438e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -13806344.000000 Penalty: 5763.124512
	Iteration 11Q: 3 clusters Score -1.380634e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -13807230.000000 Penalty: 5763.124512
	Iteration 12Q: 3 clusters Score -1.380723e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -13807841.000000 Penalty: 5763.124512
	Iteration 13Q: 3 clusters Score -1.380784e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -13808361.000000 Penalty: 5763.124512
	Iteration 14Q: 3 clusters Score -1.380836e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -13808955.000000 Penalty: 5763.124512
	Iteration 15Q: 3 clusters Score -1.380896e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -13809467.000000 Penalty: 5763.124512
	Iteration 16Q: 3 clusters Score -1.380947e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -13810035.000000 Penalty: 5763.124512
	Iteration 17Q: 3 clusters Score -1.381004e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -13810691.000000 Penalty: 5763.124512
	Iteration 18Q: 3 clusters Score -1.381069e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -13811347.000000 Penalty: 5763.124512
	Iteration 19Q: 3 clusters Score -1.381135e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92784 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -13812051.000000 Penalty: 5763.124512
	Iteration 20F: 3 clusters Score -1.381205e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -13812722.000000 Penalty: 5763.124512
	Iteration 21Q: 3 clusters Score -1.381272e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96267 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -13813446.000000 Penalty: 5763.124512
	Iteration 22Q: 3 clusters Score -1.381345e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -13814236.000000 Penalty: 5763.124512
	Iteration 23Q: 3 clusters Score -1.381424e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -13815004.000000 Penalty: 5763.124512
	Iteration 24Q: 3 clusters Score -1.3815e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -13815736.000000 Penalty: 5763.124512
	Iteration 25Q: 3 clusters Score -1.381574e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -13816363.000000 Penalty: 5763.124512
	Iteration 26Q: 3 clusters Score -1.381636e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -13817028.000000 Penalty: 5763.124512
	Iteration 27Q: 3 clusters Score -1.381703e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -13817573.000000 Penalty: 5763.124512
	Iteration 28Q: 3 clusters Score -1.381757e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105890 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -13818055.000000 Penalty: 5763.124512
	Iteration 29Q: 3 clusters Score -1.381806e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106648 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -13818374.000000 Penalty: 5763.124512
	Iteration 30Q: 3 clusters Score -1.381837e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -13818647.000000 Penalty: 5763.124512
	Iteration 31Q: 3 clusters Score -1.381865e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -13818847.000000 Penalty: 5763.124512
	Iteration 32Q: 3 clusters Score -1.381885e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108255 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13819016.000000 Penalty: 5763.124512
	Iteration 33Q: 3 clusters Score -1.381902e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -13819188.000000 Penalty: 5763.124512
	Iteration 34Q: 3 clusters Score -1.381919e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108921 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -13819308.000000 Penalty: 5763.124512
	Iteration 35Q: 3 clusters Score -1.381931e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13819445.000000 Penalty: 5763.124512
	Iteration 36Q: 3 clusters Score -1.381944e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -13819533.000000 Penalty: 5763.124512
	Iteration 37Q: 3 clusters Score -1.381953e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13819594.000000 Penalty: 5763.124512
	Iteration 38Q: 3 clusters Score -1.381959e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -13819666.000000 Penalty: 5763.124512
	Iteration 39Q: 3 clusters Score -1.381967e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -13819730.000000 Penalty: 5763.124512
	Iteration 40F: 3 clusters Score -1.381973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13819773.000000 Penalty: 5763.124512
	Iteration 41Q: 3 clusters Score -1.381977e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13819812.000000 Penalty: 5763.124512
	Iteration 42Q: 3 clusters Score -1.381981e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -13819844.000000 Penalty: 5763.124512
	Iteration 43Q: 3 clusters Score -1.381984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110009 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -13819864.000000 Penalty: 5763.124512
	Iteration 44Q: 3 clusters Score -1.381986e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13819877.000000 Penalty: 5763.124512
	Iteration 45Q: 3 clusters Score -1.381988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -13819892.000000 Penalty: 5763.124512
	Iteration 46Q: 3 clusters Score -1.381989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110102 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13819902.000000 Penalty: 5763.124512
	Iteration 47Q: 3 clusters Score -1.38199e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110128 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13819918.000000 Penalty: 5763.124512
	Iteration 48Q: 3 clusters Score -1.381992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -13819941.000000 Penalty: 5763.124512
	Iteration 49Q: 3 clusters Score -1.381994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13819957.000000 Penalty: 5763.124512
	Iteration 50Q: 3 clusters Score -1.381996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13819953.000000 Penalty: 5763.124512
	Iteration 51Q: 3 clusters Score -1.381995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -13819957.000000 Penalty: 5763.124512
	Iteration 52Q: 3 clusters Score -1.381996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13819964.000000 Penalty: 5763.124512
	Iteration 53Q: 3 clusters Score -1.381996e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -13819952.000000 Penalty: 5763.124512
	Iteration 54Q: 3 clusters Score -1.381995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110209 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -13819956.000000 Penalty: 5763.124512
	Iteration 55Q: 3 clusters Score -1.381996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13819956.000000 Penalty: 5763.124512
	Iteration 56Q: 3 clusters Score -1.381996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13819962.000000 Penalty: 5763.124512
	Iteration 57Q: 3 clusters Score -1.381996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13819968.000000 Penalty: 5763.124512
	Iteration 58Q: 3 clusters Score -1.381997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110230 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -13819970.000000 Penalty: 5763.124512
	Iteration 59Q: 3 clusters Score -1.381997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110236 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13819965.000000 Penalty: 5763.124512
	Iteration 60F: 3 clusters Score -1.381996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13819970.000000 Penalty: 5763.124512
	Iteration 61Q: 3 clusters Score -1.381997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13819972.000000 Penalty: 5763.124512
	Iteration 62Q: 3 clusters Score -1.381997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110239 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -13819975.000000 Penalty: 5763.124512
	Iteration 63Q: 3 clusters Score -1.381998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110244 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13819985.000000 Penalty: 5763.124512
	Iteration 64Q: 3 clusters Score -1.381998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13819993.000000 Penalty: 5763.124512
	Iteration 65Q: 3 clusters Score -1.381999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13819992.000000 Penalty: 5763.124512
	Iteration 66Q: 3 clusters Score -1.381999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13819992.000000 Penalty: 5763.124512
	Iteration 67Q: 3 clusters Score -1.381999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -13819992.000000 Penalty: 5763.124512
	Iteration 68F: 3 clusters Score -1.381999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164049 members 
Entering Unmasked Estep 
Score: -20298538.000000 Penalty: 2977.964111
	Iteration 0F: 2 clusters Score -2.029854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -20190562.000000 Penalty: 5955.928223
	Iteration 0F: 3 clusters Score -2.019056e+07 nChanged 78892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 82291 members 
Entering Unmasked Estep 
Score: -20235550.000000 Penalty: 5955.928223
	Iteration 1F: 3 clusters Score -2.023555e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -20236624.000000 Penalty: 5955.928223
	Iteration 2Q: 3 clusters Score -2.023662e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -20237600.000000 Penalty: 5955.928223
	Iteration 3Q: 3 clusters Score -2.02376e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80880 members 
Mstep: Class 2 contains 83169 members 
Entering Unmasked Estep 
Score: -20238932.000000 Penalty: 5955.928223
	Iteration 4Q: 3 clusters Score -2.023893e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -20240784.000000 Penalty: 5955.928223
	Iteration 5Q: 3 clusters Score -2.024078e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -20243192.000000 Penalty: 5955.928223
	Iteration 6Q: 3 clusters Score -2.024319e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 87112 members 
Entering Unmasked Estep 
Score: -20246706.000000 Penalty: 5955.928223
	Iteration 7Q: 3 clusters Score -2.024671e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 90117 members 
Entering Unmasked Estep 
Score: -20251630.000000 Penalty: 5955.928223
	Iteration 8F: 3 clusters Score -2.025163e+07 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 94164 members 
Entering Unmasked Estep 
Score: -20258536.000000 Penalty: 5955.928223
	Iteration 9F: 3 clusters Score -2.025854e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -20266880.000000 Penalty: 5955.928223
	Iteration 10F: 3 clusters Score -2.026688e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -20274252.000000 Penalty: 5955.928223
	Iteration 11F: 3 clusters Score -2.027425e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -20278528.000000 Penalty: 5955.928223
	Iteration 12Q: 3 clusters Score -2.027853e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -20280246.000000 Penalty: 5955.928223
	Iteration 13Q: 3 clusters Score -2.028025e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -20281398.000000 Penalty: 5955.928223
	Iteration 14Q: 3 clusters Score -2.02814e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -20282074.000000 Penalty: 5955.928223
	Iteration 15Q: 3 clusters Score -2.028207e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 114191 members 
Entering Unmasked Estep 
Score: -20282810.000000 Penalty: 5955.928223
	Iteration 16Q: 3 clusters Score -2.028281e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -20283612.000000 Penalty: 5955.928223
	Iteration 17Q: 3 clusters Score -2.028361e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -20284230.000000 Penalty: 5955.928223
	Iteration 18Q: 3 clusters Score -2.028423e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 120314 members 
Entering Unmasked Estep 
Score: -20284890.000000 Penalty: 5955.928223
	Iteration 19Q: 3 clusters Score -2.028489e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 122361 members 
Entering Unmasked Estep 
Score: -20285544.000000 Penalty: 5955.928223
	Iteration 20F: 3 clusters Score -2.028554e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -20286344.000000 Penalty: 5955.928223
	Iteration 21Q: 3 clusters Score -2.028634e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -20286920.000000 Penalty: 5955.928223
	Iteration 22Q: 3 clusters Score -2.028692e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -20287604.000000 Penalty: 5955.928223
	Iteration 23Q: 3 clusters Score -2.02876e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 130552 members 
Entering Unmasked Estep 
Score: -20288282.000000 Penalty: 5955.928223
	Iteration 24Q: 3 clusters Score -2.028828e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -20288820.000000 Penalty: 5955.928223
	Iteration 25Q: 3 clusters Score -2.028882e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -20289350.000000 Penalty: 5955.928223
	Iteration 26Q: 3 clusters Score -2.028935e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 136272 members 
Entering Unmasked Estep 
Score: -20289848.000000 Penalty: 5955.928223
	Iteration 27Q: 3 clusters Score -2.028985e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 138070 members 
Entering Unmasked Estep 
Score: -20290350.000000 Penalty: 5955.928223
	Iteration 28Q: 3 clusters Score -2.029035e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 139821 members 
Entering Unmasked Estep 
Score: -20290942.000000 Penalty: 5955.928223
	Iteration 29Q: 3 clusters Score -2.029094e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 141541 members 
Entering Unmasked Estep 
Score: -20291558.000000 Penalty: 5955.928223
	Iteration 30Q: 3 clusters Score -2.029156e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 143168 members 
Entering Unmasked Estep 
Score: -20292152.000000 Penalty: 5955.928223
	Iteration 31Q: 3 clusters Score -2.029215e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 144733 members 
Entering Unmasked Estep 
Score: -20292802.000000 Penalty: 5955.928223
	Iteration 32Q: 3 clusters Score -2.02928e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 146206 members 
Entering Unmasked Estep 
Score: -20293098.000000 Penalty: 5955.928223
	Iteration 33Q: 3 clusters Score -2.02931e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -20293408.000000 Penalty: 5955.928223
	Iteration 34Q: 3 clusters Score -2.029341e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 149026 members 
Entering Unmasked Estep 
Score: -20293858.000000 Penalty: 5955.928223
	Iteration 35Q: 3 clusters Score -2.029386e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -20294300.000000 Penalty: 5955.928223
	Iteration 36Q: 3 clusters Score -2.02943e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -20294598.000000 Penalty: 5955.928223
	Iteration 37Q: 3 clusters Score -2.02946e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -20294876.000000 Penalty: 5955.928223
	Iteration 38Q: 3 clusters Score -2.029488e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 153606 members 
Entering Unmasked Estep 
Score: -20295100.000000 Penalty: 5955.928223
	Iteration 39Q: 3 clusters Score -2.02951e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 154584 members 
Entering Unmasked Estep 
Score: -20295466.000000 Penalty: 5955.928223
	Iteration 40F: 3 clusters Score -2.029547e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -20295736.000000 Penalty: 5955.928223
	Iteration 41Q: 3 clusters Score -2.029574e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -20295986.000000 Penalty: 5955.928223
	Iteration 42Q: 3 clusters Score -2.029599e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -20295996.000000 Penalty: 5955.928223
	Iteration 43Q: 3 clusters Score -2.0296e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -20296136.000000 Penalty: 5955.928223
	Iteration 44Q: 3 clusters Score -2.029614e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 158229 members 
Entering Unmasked Estep 
Score: -20296236.000000 Penalty: 5955.928223
	Iteration 45Q: 3 clusters Score -2.029624e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 158728 members 
Entering Unmasked Estep 
Score: -20296352.000000 Penalty: 5955.928223
	Iteration 46Q: 3 clusters Score -2.029635e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -20296354.000000 Penalty: 5955.928223
	Iteration 47Q: 3 clusters Score -2.029635e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -20296514.000000 Penalty: 5955.928223
	Iteration 48Q: 3 clusters Score -2.029651e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 159908 members 
Entering Unmasked Estep 
Score: -20296568.000000 Penalty: 5955.928223
	Iteration 49Q: 3 clusters Score -2.029657e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 160195 members 
Entering Unmasked Estep 
Score: -20296604.000000 Penalty: 5955.928223
	Iteration 50Q: 3 clusters Score -2.02966e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -20296664.000000 Penalty: 5955.928223
	Iteration 51Q: 3 clusters Score -2.029666e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -20296690.000000 Penalty: 5955.928223
	Iteration 52Q: 3 clusters Score -2.029669e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -20296686.000000 Penalty: 5955.928223
	Iteration 53Q: 3 clusters Score -2.029669e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 161005 members 
Entering Unmasked Estep 
Score: -20296698.000000 Penalty: 5955.928223
	Iteration 54Q: 3 clusters Score -2.02967e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 161132 members 
Entering Unmasked Estep 
Score: -20296686.000000 Penalty: 5955.928223
	Iteration 55Q: 3 clusters Score -2.029669e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -20296678.000000 Penalty: 5955.928223
	Iteration 56Q: 3 clusters Score -2.029668e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -20296726.000000 Penalty: 5955.928223
	Iteration 57Q: 3 clusters Score -2.029673e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -20296720.000000 Penalty: 5955.928223
	Iteration 58Q: 3 clusters Score -2.029672e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 161520 members 
Entering Unmasked Estep 
Score: -20296732.000000 Penalty: 5955.928223
	Iteration 59Q: 3 clusters Score -2.029673e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -20296754.000000 Penalty: 5955.928223
	Iteration 60F: 3 clusters Score -2.029675e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 161638 members 
Entering Unmasked Estep 
Score: -20296750.000000 Penalty: 5955.928223
	Iteration 61Q: 3 clusters Score -2.029675e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -20296722.000000 Penalty: 5955.928223
	Iteration 62Q: 3 clusters Score -2.029672e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 161736 members 
Entering Unmasked Estep 
Score: -20296736.000000 Penalty: 5955.928223
	Iteration 63Q: 3 clusters Score -2.029674e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 161768 members 
Entering Unmasked Estep 
Score: -20296748.000000 Penalty: 5955.928223
	Iteration 64Q: 3 clusters Score -2.029675e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 161799 members 
Entering Unmasked Estep 
Score: -20296758.000000 Penalty: 5955.928223
	Iteration 65Q: 3 clusters Score -2.029676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 161831 members 
Entering Unmasked Estep 
Score: -20296780.000000 Penalty: 5955.928223
	Iteration 66Q: 3 clusters Score -2.029678e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -20296780.000000 Penalty: 5955.928223
	Iteration 67Q: 3 clusters Score -2.029678e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -20296772.000000 Penalty: 5955.928223
	Iteration 68Q: 3 clusters Score -2.029677e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -20296746.000000 Penalty: 5955.928223
	Iteration 69Q: 3 clusters Score -2.029675e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -20296762.000000 Penalty: 5955.928223
	Iteration 70Q: 3 clusters Score -2.029676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 161957 members 
Entering Unmasked Estep 
Score: -20296762.000000 Penalty: 5955.928223
	Iteration 71Q: 3 clusters Score -2.029676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 161966 members 
Entering Unmasked Estep 
Score: -20296750.000000 Penalty: 5955.928223
	Iteration 72Q: 3 clusters Score -2.029675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 161976 members 
Entering Unmasked Estep 
Score: -20296750.000000 Penalty: 5955.928223
	Iteration 73Q: 3 clusters Score -2.029675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -20296768.000000 Penalty: 5955.928223
	Iteration 74Q: 3 clusters Score -2.029677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -20296762.000000 Penalty: 5955.928223
	Iteration 75Q: 3 clusters Score -2.029676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 162022 members 
Entering Unmasked Estep 
Score: -20296772.000000 Penalty: 5955.928223
	Iteration 76Q: 3 clusters Score -2.029677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 162032 members 
Entering Unmasked Estep 
Score: -20296770.000000 Penalty: 5955.928223
	Iteration 77Q: 3 clusters Score -2.029677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 162055 members 
Entering Unmasked Estep 
Score: -20296790.000000 Penalty: 5955.928223
	Iteration 78Q: 3 clusters Score -2.029679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 162078 members 
Entering Unmasked Estep 
Score: -20296810.000000 Penalty: 5955.928223
	Iteration 79Q: 3 clusters Score -2.029681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 162096 members 
Entering Unmasked Estep 
Score: -20296798.000000 Penalty: 5955.928223
	Iteration 80F: 3 clusters Score -2.02968e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -20296794.000000 Penalty: 5955.928223
	Iteration 81Q: 3 clusters Score -2.029679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 162121 members 
Entering Unmasked Estep 
Score: -20296776.000000 Penalty: 5955.928223
	Iteration 82Q: 3 clusters Score -2.029678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 162138 members 
Entering Unmasked Estep 
Score: -20296774.000000 Penalty: 5955.928223
	Iteration 83Q: 3 clusters Score -2.029677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 162147 members 
Entering Unmasked Estep 
Score: -20296776.000000 Penalty: 5955.928223
	Iteration 84Q: 3 clusters Score -2.029678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -20296776.000000 Penalty: 5955.928223
	Iteration 85Q: 3 clusters Score -2.029678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 162155 members 
Entering Unmasked Estep 
Score: -20296790.000000 Penalty: 5955.928223
	Iteration 86Q: 3 clusters Score -2.029679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 162158 members 
Entering Unmasked Estep 
Score: -20296788.000000 Penalty: 5955.928223
	Iteration 87Q: 3 clusters Score -2.029679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 162166 members 
Entering Unmasked Estep 
Score: -20296782.000000 Penalty: 5955.928223
	Iteration 88Q: 3 clusters Score -2.029678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -20296782.000000 Penalty: 5955.928223
	Iteration 89Q: 3 clusters Score -2.029678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -20296778.000000 Penalty: 5955.928223
	Iteration 90Q: 3 clusters Score -2.029678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 162192 members 
Entering Unmasked Estep 
Score: -20296778.000000 Penalty: 5955.928223
	Iteration 91Q: 3 clusters Score -2.029678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -20296758.000000 Penalty: 5955.928223
	Iteration 92Q: 3 clusters Score -2.029676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -20296742.000000 Penalty: 5955.928223
	Iteration 93Q: 3 clusters Score -2.029674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -20296754.000000 Penalty: 5955.928223
	Iteration 94Q: 3 clusters Score -2.029675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 162234 members 
Entering Unmasked Estep 
Score: -20296756.000000 Penalty: 5955.928223
	Iteration 95Q: 3 clusters Score -2.029676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 162239 members 
Entering Unmasked Estep 
Score: -20296740.000000 Penalty: 5955.928223
	Iteration 96Q: 3 clusters Score -2.029674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 162245 members 
Entering Unmasked Estep 
Score: -20296748.000000 Penalty: 5955.928223
	Iteration 97Q: 3 clusters Score -2.029675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -20296736.000000 Penalty: 5955.928223
	Iteration 98Q: 3 clusters Score -2.029674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -20296756.000000 Penalty: 5955.928223
	Iteration 99Q: 3 clusters Score -2.029676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -20296746.000000 Penalty: 5955.928223
	Iteration 100F: 3 clusters Score -2.029675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -20296734.000000 Penalty: 5955.928223
	Iteration 101Q: 3 clusters Score -2.029673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 162296 members 
Entering Unmasked Estep 
Score: -20296740.000000 Penalty: 5955.928223
	Iteration 102Q: 3 clusters Score -2.029674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 162301 members 
Entering Unmasked Estep 
Score: -20296754.000000 Penalty: 5955.928223
	Iteration 103Q: 3 clusters Score -2.029675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 162311 members 
Entering Unmasked Estep 
Score: -20296774.000000 Penalty: 5955.928223
	Iteration 104Q: 3 clusters Score -2.029677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 162319 members 
Entering Unmasked Estep 
Score: -20296758.000000 Penalty: 5955.928223
	Iteration 105Q: 3 clusters Score -2.029676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 162333 members 
Entering Unmasked Estep 
Score: -20296780.000000 Penalty: 5955.928223
	Iteration 106Q: 3 clusters Score -2.029678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 162342 members 
Entering Unmasked Estep 
Score: -20296782.000000 Penalty: 5955.928223
	Iteration 107Q: 3 clusters Score -2.029678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -20296792.000000 Penalty: 5955.928223
	Iteration 108Q: 3 clusters Score -2.029679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -20296782.000000 Penalty: 5955.928223
	Iteration 109Q: 3 clusters Score -2.029678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -20296790.000000 Penalty: 5955.928223
	Iteration 110Q: 3 clusters Score -2.029679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -20296798.000000 Penalty: 5955.928223
	Iteration 111Q: 3 clusters Score -2.02968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 162365 members 
Entering Unmasked Estep 
Score: -20296794.000000 Penalty: 5955.928223
	Iteration 112Q: 3 clusters Score -2.029679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 162370 members 
Entering Unmasked Estep 
Score: -20296812.000000 Penalty: 5955.928223
	Iteration 113Q: 3 clusters Score -2.029681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 162375 members 
Entering Unmasked Estep 
Score: -20296824.000000 Penalty: 5955.928223
	Iteration 114Q: 3 clusters Score -2.029682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 162378 members 
Entering Unmasked Estep 
Score: -20296816.000000 Penalty: 5955.928223
	Iteration 115Q: 3 clusters Score -2.029682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 162380 members 
Entering Unmasked Estep 
Score: -20296804.000000 Penalty: 5955.928223
	Iteration 116Q: 3 clusters Score -2.02968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 162385 members 
Entering Unmasked Estep 
Score: -20296804.000000 Penalty: 5955.928223
	Iteration 117Q: 3 clusters Score -2.02968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -20296804.000000 Penalty: 5955.928223
	Iteration 118Q: 3 clusters Score -2.02968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 162394 members 
Entering Unmasked Estep 
Score: -20296802.000000 Penalty: 5955.928223
	Iteration 119Q: 3 clusters Score -2.02968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 162404 members 
Entering Unmasked Estep 
Score: -20296816.000000 Penalty: 5955.928223
	Iteration 120F: 3 clusters Score -2.029682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 162413 members 
Entering Unmasked Estep 
Score: -20296818.000000 Penalty: 5955.928223
	Iteration 121Q: 3 clusters Score -2.029682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 162423 members 
Entering Unmasked Estep 
Score: -20296810.000000 Penalty: 5955.928223
	Iteration 122Q: 3 clusters Score -2.029681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -20296814.000000 Penalty: 5955.928223
	Iteration 123Q: 3 clusters Score -2.029681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -20296804.000000 Penalty: 5955.928223
	Iteration 124Q: 3 clusters Score -2.02968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 162431 members 
Entering Unmasked Estep 
Score: -20296806.000000 Penalty: 5955.928223
	Iteration 125Q: 3 clusters Score -2.029681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -20296814.000000 Penalty: 5955.928223
	Iteration 126Q: 3 clusters Score -2.029681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 162435 members 
Entering Unmasked Estep 
Score: -20296796.000000 Penalty: 5955.928223
	Iteration 127Q: 3 clusters Score -2.02968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -20296796.000000 Penalty: 5955.928223
	Iteration 128Q: 3 clusters Score -2.02968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -20296796.000000 Penalty: 5955.928223
	Iteration 129F: 3 clusters Score -2.02968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -772740.875000 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -772740.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -767180.625000 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -767180.6 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -768794.187500 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -768794.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -769218.125000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -769218.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -769693.312500 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -769693.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -770195.687500 Penalty: 4364.033203
	Iteration 4F: 3 clusters Score -770195.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -770649.437500 Penalty: 4364.033203
	Iteration 5F: 3 clusters Score -770649.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -770974.562500 Penalty: 4364.033203
	Iteration 6F: 3 clusters Score -770974.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -771190.250000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -771190.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -771337.625000 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -771337.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -771442.312500 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -771442.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -771516.937500 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -771516.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -771571.312500 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -771571.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -771603.625000 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -771603.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -771622.000000 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -771622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -771634.125000 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -771634.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -771645.750000 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -771645.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -771653.187500 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -771653.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -771663.437500 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -771663.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -771673.312500 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -771673.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -771677.812500 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -771677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -771683.687500 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -771683.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -771687.250000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -771687.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -771688.000000 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -771688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -771688.312500 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -771688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -771689.000000 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -771689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -771689.312500 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -771689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -771690.250000 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -771690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -771690.250000 Penalty: 4364.033203
	Iteration 27F: 3 clusters Score -771690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (161180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161180 members 
Entering Unmasked Estep 
Score: -19957554.000000 Penalty: 2973.588867
	Iteration 0F: 2 clusters Score -1.995755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -19850710.000000 Penalty: 5947.177734
	Iteration 0F: 3 clusters Score -1.985071e+07 nChanged 77624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -19896300.000000 Penalty: 5947.177734
	Iteration 1F: 3 clusters Score -1.98963e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -19897620.000000 Penalty: 5947.177734
	Iteration 2Q: 3 clusters Score -1.989762e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -19899274.000000 Penalty: 5947.177734
	Iteration 3Q: 3 clusters Score -1.989927e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76935 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -19901674.000000 Penalty: 5947.177734
	Iteration 4Q: 3 clusters Score -1.990167e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -19904604.000000 Penalty: 5947.177734
	Iteration 5Q: 3 clusters Score -1.99046e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 87250 members 
Entering Unmasked Estep 
Score: -19907258.000000 Penalty: 5947.177734
	Iteration 6Q: 3 clusters Score -1.990726e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -19909670.000000 Penalty: 5947.177734
	Iteration 7Q: 3 clusters Score -1.990967e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -19911586.000000 Penalty: 5947.177734
	Iteration 8Q: 3 clusters Score -1.991159e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -19913328.000000 Penalty: 5947.177734
	Iteration 9Q: 3 clusters Score -1.991333e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -19914804.000000 Penalty: 5947.177734
	Iteration 10Q: 3 clusters Score -1.99148e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -19916164.000000 Penalty: 5947.177734
	Iteration 11Q: 3 clusters Score -1.991616e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -19917626.000000 Penalty: 5947.177734
	Iteration 12Q: 3 clusters Score -1.991763e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 106487 members 
Entering Unmasked Estep 
Score: -19919520.000000 Penalty: 5947.177734
	Iteration 13Q: 3 clusters Score -1.991952e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 112160 members 
Entering Unmasked Estep 
Score: -19921976.000000 Penalty: 5947.177734
	Iteration 14Q: 3 clusters Score -1.992198e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 118897 members 
Entering Unmasked Estep 
Score: -19925296.000000 Penalty: 5947.177734
	Iteration 15Q: 3 clusters Score -1.99253e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 126553 members 
Entering Unmasked Estep 
Score: -19929806.000000 Penalty: 5947.177734
	Iteration 16Q: 3 clusters Score -1.992981e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 134811 members 
Entering Unmasked Estep 
Score: -19935400.000000 Penalty: 5947.177734
	Iteration 17F: 3 clusters Score -1.99354e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 143067 members 
Entering Unmasked Estep 
Score: -19941626.000000 Penalty: 5947.177734
	Iteration 18F: 3 clusters Score -1.994163e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 150154 members 
Entering Unmasked Estep 
Score: -19947212.000000 Penalty: 5947.177734
	Iteration 19Q: 3 clusters Score -1.994721e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -19951160.000000 Penalty: 5947.177734
	Iteration 20F: 3 clusters Score -1.995116e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 158400 members 
Entering Unmasked Estep 
Score: -19953216.000000 Penalty: 5947.177734
	Iteration 21Q: 3 clusters Score -1.995322e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 159811 members 
Entering Unmasked Estep 
Score: -19954114.000000 Penalty: 5947.177734
	Iteration 22Q: 3 clusters Score -1.995411e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 160389 members 
Entering Unmasked Estep 
Score: -19954500.000000 Penalty: 5947.177734
	Iteration 23Q: 3 clusters Score -1.99545e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 160610 members 
Entering Unmasked Estep 
Score: -19954712.000000 Penalty: 5947.177734
	Iteration 24Q: 3 clusters Score -1.995471e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -19954828.000000 Penalty: 5947.177734
	Iteration 25Q: 3 clusters Score -1.995483e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 160758 members 
Entering Unmasked Estep 
Score: -19954904.000000 Penalty: 5947.177734
	Iteration 26Q: 3 clusters Score -1.99549e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 160787 members 
Entering Unmasked Estep 
Score: -19954962.000000 Penalty: 5947.177734
	Iteration 27Q: 3 clusters Score -1.995496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 160807 members 
Entering Unmasked Estep 
Score: -19954990.000000 Penalty: 5947.177734
	Iteration 28Q: 3 clusters Score -1.995499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160812 members 
Entering Unmasked Estep 
Score: -19955010.000000 Penalty: 5947.177734
	Iteration 29Q: 3 clusters Score -1.995501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -19955014.000000 Penalty: 5947.177734
	Iteration 30Q: 3 clusters Score -1.995501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -19955006.000000 Penalty: 5947.177734
	Iteration 31Q: 3 clusters Score -1.995501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -19955036.000000 Penalty: 5947.177734
	Iteration 32Q: 3 clusters Score -1.995504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -19955026.000000 Penalty: 5947.177734
	Iteration 33Q: 3 clusters Score -1.995503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -19955030.000000 Penalty: 5947.177734
	Iteration 34Q: 3 clusters Score -1.995503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -19955032.000000 Penalty: 5947.177734
	Iteration 35Q: 3 clusters Score -1.995503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19955036.000000 Penalty: 5947.177734
	Iteration 36Q: 3 clusters Score -1.995504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -19955040.000000 Penalty: 5947.177734
	Iteration 37Q: 3 clusters Score -1.995504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 160826 members 
Entering Unmasked Estep 
Score: -19955042.000000 Penalty: 5947.177734
	Iteration 38Q: 3 clusters Score -1.995504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19955046.000000 Penalty: 5947.177734
	Iteration 39Q: 3 clusters Score -1.995505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 160826 members 
Entering Unmasked Estep 
Score: -19955048.000000 Penalty: 5947.177734
	Iteration 40F: 3 clusters Score -1.995505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19955058.000000 Penalty: 5947.177734
	Iteration 41Q: 3 clusters Score -1.995506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -19955058.000000 Penalty: 5947.177734
	Iteration 42F: 3 clusters Score -1.995506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182182 members 
Entering Unmasked Estep 
Score: -22300584.000000 Penalty: 3003.964844
	Iteration 0F: 2 clusters Score -2.230058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -22180706.000000 Penalty: 6007.929688
	Iteration 0F: 3 clusters Score -2.218071e+07 nChanged 87565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -22231820.000000 Penalty: 6007.929688
	Iteration 1F: 3 clusters Score -2.223182e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -22233568.000000 Penalty: 6007.929688
	Iteration 2Q: 3 clusters Score -2.223357e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -22236336.000000 Penalty: 6007.929688
	Iteration 3Q: 3 clusters Score -2.223634e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -22241000.000000 Penalty: 6007.929688
	Iteration 4Q: 3 clusters Score -2.2241e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 108248 members 
Entering Unmasked Estep 
Score: -22248202.000000 Penalty: 6007.929688
	Iteration 5F: 3 clusters Score -2.22482e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 117152 members 
Entering Unmasked Estep 
Score: -22259160.000000 Penalty: 6007.929688
	Iteration 6F: 3 clusters Score -2.225916e+07 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -22272044.000000 Penalty: 6007.929688
	Iteration 7F: 3 clusters Score -2.227204e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 134204 members 
Entering Unmasked Estep 
Score: -22281886.000000 Penalty: 6007.929688
	Iteration 8F: 3 clusters Score -2.228189e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 139264 members 
Entering Unmasked Estep 
Score: -22287090.000000 Penalty: 6007.929688
	Iteration 9Q: 3 clusters Score -2.228709e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -22289530.000000 Penalty: 6007.929688
	Iteration 10Q: 3 clusters Score -2.228953e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 146004 members 
Entering Unmasked Estep 
Score: -22291044.000000 Penalty: 6007.929688
	Iteration 11Q: 3 clusters Score -2.229104e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -22292352.000000 Penalty: 6007.929688
	Iteration 12Q: 3 clusters Score -2.229235e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 151229 members 
Entering Unmasked Estep 
Score: -22293352.000000 Penalty: 6007.929688
	Iteration 13Q: 3 clusters Score -2.229335e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -22294088.000000 Penalty: 6007.929688
	Iteration 14Q: 3 clusters Score -2.229409e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -22295016.000000 Penalty: 6007.929688
	Iteration 15Q: 3 clusters Score -2.229502e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -22295796.000000 Penalty: 6007.929688
	Iteration 16Q: 3 clusters Score -2.22958e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 160546 members 
Entering Unmasked Estep 
Score: -22296554.000000 Penalty: 6007.929688
	Iteration 17Q: 3 clusters Score -2.229655e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -22297136.000000 Penalty: 6007.929688
	Iteration 18Q: 3 clusters Score -2.229714e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 164580 members 
Entering Unmasked Estep 
Score: -22297756.000000 Penalty: 6007.929688
	Iteration 19Q: 3 clusters Score -2.229776e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 166345 members 
Entering Unmasked Estep 
Score: -22298016.000000 Penalty: 6007.929688
	Iteration 20F: 3 clusters Score -2.229802e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -22298560.000000 Penalty: 6007.929688
	Iteration 21Q: 3 clusters Score -2.229856e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 169446 members 
Entering Unmasked Estep 
Score: -22298972.000000 Penalty: 6007.929688
	Iteration 22Q: 3 clusters Score -2.229897e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 170762 members 
Entering Unmasked Estep 
Score: -22299238.000000 Penalty: 6007.929688
	Iteration 23Q: 3 clusters Score -2.229924e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -22299452.000000 Penalty: 6007.929688
	Iteration 24Q: 3 clusters Score -2.229945e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 172959 members 
Entering Unmasked Estep 
Score: -22299612.000000 Penalty: 6007.929688
	Iteration 25Q: 3 clusters Score -2.229961e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 173801 members 
Entering Unmasked Estep 
Score: -22299746.000000 Penalty: 6007.929688
	Iteration 26Q: 3 clusters Score -2.229975e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -22299952.000000 Penalty: 6007.929688
	Iteration 27Q: 3 clusters Score -2.229995e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -22300024.000000 Penalty: 6007.929688
	Iteration 28Q: 3 clusters Score -2.230002e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -22300056.000000 Penalty: 6007.929688
	Iteration 29Q: 3 clusters Score -2.230006e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 176230 members 
Entering Unmasked Estep 
Score: -22300040.000000 Penalty: 6007.929688
	Iteration 30Q: 3 clusters Score -2.230004e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 176636 members 
Entering Unmasked Estep 
Score: -22300052.000000 Penalty: 6007.929688
	Iteration 31Q: 3 clusters Score -2.230005e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 176955 members 
Entering Unmasked Estep 
Score: -22300028.000000 Penalty: 6007.929688
	Iteration 32Q: 3 clusters Score -2.230003e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -22299984.000000 Penalty: 6007.929688
	Iteration 33Q: 3 clusters Score -2.229998e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 177507 members 
Entering Unmasked Estep 
Score: -22300004.000000 Penalty: 6007.929688
	Iteration 34Q: 3 clusters Score -2.23e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -22300062.000000 Penalty: 6007.929688
	Iteration 35Q: 3 clusters Score -2.230006e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 177903 members 
Entering Unmasked Estep 
Score: -22300048.000000 Penalty: 6007.929688
	Iteration 36Q: 3 clusters Score -2.230005e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 178052 members 
Entering Unmasked Estep 
Score: -22300010.000000 Penalty: 6007.929688
	Iteration 37Q: 3 clusters Score -2.230001e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 178199 members 
Entering Unmasked Estep 
Score: -22300024.000000 Penalty: 6007.929688
	Iteration 38Q: 3 clusters Score -2.230002e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -22300000.000000 Penalty: 6007.929688
	Iteration 39Q: 3 clusters Score -2.23e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 178410 members 
Entering Unmasked Estep 
Score: -22300040.000000 Penalty: 6007.929688
	Iteration 40F: 3 clusters Score -2.230004e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 178496 members 
Entering Unmasked Estep 
Score: -22300036.000000 Penalty: 6007.929688
	Iteration 41Q: 3 clusters Score -2.230004e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -22300022.000000 Penalty: 6007.929688
	Iteration 42Q: 3 clusters Score -2.230002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 178648 members 
Entering Unmasked Estep 
Score: -22300054.000000 Penalty: 6007.929688
	Iteration 43Q: 3 clusters Score -2.230005e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 178721 members 
Entering Unmasked Estep 
Score: -22300032.000000 Penalty: 6007.929688
	Iteration 44Q: 3 clusters Score -2.230003e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -22299994.000000 Penalty: 6007.929688
	Iteration 45Q: 3 clusters Score -2.229999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 178829 members 
Entering Unmasked Estep 
Score: -22299988.000000 Penalty: 6007.929688
	Iteration 46Q: 3 clusters Score -2.229999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 178862 members 
Entering Unmasked Estep 
Score: -22299980.000000 Penalty: 6007.929688
	Iteration 47Q: 3 clusters Score -2.229998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -22299962.000000 Penalty: 6007.929688
	Iteration 48Q: 3 clusters Score -2.229996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 178914 members 
Entering Unmasked Estep 
Score: -22299942.000000 Penalty: 6007.929688
	Iteration 49Q: 3 clusters Score -2.229994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 178937 members 
Entering Unmasked Estep 
Score: -22299956.000000 Penalty: 6007.929688
	Iteration 50Q: 3 clusters Score -2.229996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 178963 members 
Entering Unmasked Estep 
Score: -22299930.000000 Penalty: 6007.929688
	Iteration 51Q: 3 clusters Score -2.229993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 178988 members 
Entering Unmasked Estep 
Score: -22299948.000000 Penalty: 6007.929688
	Iteration 52Q: 3 clusters Score -2.229995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 179002 members 
Entering Unmasked Estep 
Score: -22299942.000000 Penalty: 6007.929688
	Iteration 53Q: 3 clusters Score -2.229994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 179020 members 
Entering Unmasked Estep 
Score: -22299932.000000 Penalty: 6007.929688
	Iteration 54Q: 3 clusters Score -2.229993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 179037 members 
Entering Unmasked Estep 
Score: -22299928.000000 Penalty: 6007.929688
	Iteration 55Q: 3 clusters Score -2.229993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -22299950.000000 Penalty: 6007.929688
	Iteration 56Q: 3 clusters Score -2.229995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 179076 members 
Entering Unmasked Estep 
Score: -22299952.000000 Penalty: 6007.929688
	Iteration 57Q: 3 clusters Score -2.229995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 179097 members 
Entering Unmasked Estep 
Score: -22299966.000000 Penalty: 6007.929688
	Iteration 58Q: 3 clusters Score -2.229997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -22299964.000000 Penalty: 6007.929688
	Iteration 59Q: 3 clusters Score -2.229996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -22299970.000000 Penalty: 6007.929688
	Iteration 60F: 3 clusters Score -2.229997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 179139 members 
Entering Unmasked Estep 
Score: -22299976.000000 Penalty: 6007.929688
	Iteration 61Q: 3 clusters Score -2.229998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 179148 members 
Entering Unmasked Estep 
Score: -22299988.000000 Penalty: 6007.929688
	Iteration 62Q: 3 clusters Score -2.229999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 179164 members 
Entering Unmasked Estep 
Score: -22299990.000000 Penalty: 6007.929688
	Iteration 63Q: 3 clusters Score -2.229999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 179175 members 
Entering Unmasked Estep 
Score: -22299990.000000 Penalty: 6007.929688
	Iteration 64Q: 3 clusters Score -2.229999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -22299998.000000 Penalty: 6007.929688
	Iteration 65Q: 3 clusters Score -2.23e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -22299996.000000 Penalty: 6007.929688
	Iteration 66Q: 3 clusters Score -2.23e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 179215 members 
Entering Unmasked Estep 
Score: -22300022.000000 Penalty: 6007.929688
	Iteration 67Q: 3 clusters Score -2.230002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -22300014.000000 Penalty: 6007.929688
	Iteration 68Q: 3 clusters Score -2.230001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 179238 members 
Entering Unmasked Estep 
Score: -22299988.000000 Penalty: 6007.929688
	Iteration 69Q: 3 clusters Score -2.229999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -22300000.000000 Penalty: 6007.929688
	Iteration 70Q: 3 clusters Score -2.23e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -22299980.000000 Penalty: 6007.929688
	Iteration 71Q: 3 clusters Score -2.229998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 179261 members 
Entering Unmasked Estep 
Score: -22299980.000000 Penalty: 6007.929688
	Iteration 72Q: 3 clusters Score -2.229998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 179264 members 
Entering Unmasked Estep 
Score: -22299966.000000 Penalty: 6007.929688
	Iteration 73Q: 3 clusters Score -2.229997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -22299974.000000 Penalty: 6007.929688
	Iteration 74Q: 3 clusters Score -2.229997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 179271 members 
Entering Unmasked Estep 
Score: -22299982.000000 Penalty: 6007.929688
	Iteration 75Q: 3 clusters Score -2.229998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 179274 members 
Entering Unmasked Estep 
Score: -22299988.000000 Penalty: 6007.929688
	Iteration 76Q: 3 clusters Score -2.229999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 179277 members 
Entering Unmasked Estep 
Score: -22299992.000000 Penalty: 6007.929688
	Iteration 77Q: 3 clusters Score -2.229999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 179279 members 
Entering Unmasked Estep 
Score: -22300008.000000 Penalty: 6007.929688
	Iteration 78Q: 3 clusters Score -2.230001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 179283 members 
Entering Unmasked Estep 
Score: -22299986.000000 Penalty: 6007.929688
	Iteration 79Q: 3 clusters Score -2.229999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 179287 members 
Entering Unmasked Estep 
Score: -22299974.000000 Penalty: 6007.929688
	Iteration 80F: 3 clusters Score -2.229997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (192685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192685 members 
Entering Unmasked Estep 
Score: -23771884.000000 Penalty: 3017.865234
	Iteration 0F: 2 clusters Score -2.377188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 96502 members 
Entering Unmasked Estep 
Score: -23647980.000000 Penalty: 6035.730469
	Iteration 0F: 3 clusters Score -2.364798e+07 nChanged 92332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -23701956.000000 Penalty: 6035.730469
	Iteration 1F: 3 clusters Score -2.370196e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -23703174.000000 Penalty: 6035.730469
	Iteration 2Q: 3 clusters Score -2.370317e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -23704846.000000 Penalty: 6035.730469
	Iteration 3Q: 3 clusters Score -2.370485e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -23707652.000000 Penalty: 6035.730469
	Iteration 4Q: 3 clusters Score -2.370765e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 122508 members 
Entering Unmasked Estep 
Score: -23712524.000000 Penalty: 6035.730469
	Iteration 5F: 3 clusters Score -2.371252e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 134923 members 
Entering Unmasked Estep 
Score: -23720696.000000 Penalty: 6035.730469
	Iteration 6F: 3 clusters Score -2.37207e+07 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 150307 members 
Entering Unmasked Estep 
Score: -23733406.000000 Penalty: 6035.730469
	Iteration 7F: 3 clusters Score -2.373341e+07 nChanged 16388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -23748260.000000 Penalty: 6035.730469
	Iteration 8F: 3 clusters Score -2.374826e+07 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 180227 members 
Entering Unmasked Estep 
Score: -23759660.000000 Penalty: 6035.730469
	Iteration 9F: 3 clusters Score -2.375966e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 188060 members 
Entering Unmasked Estep 
Score: -23765776.000000 Penalty: 6035.730469
	Iteration 10Q: 3 clusters Score -2.376578e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 191122 members 
Entering Unmasked Estep 
Score: -23767976.000000 Penalty: 6035.730469
	Iteration 11Q: 3 clusters Score -2.376798e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 192000 members 
Entering Unmasked Estep 
Score: -23768720.000000 Penalty: 6035.730469
	Iteration 12Q: 3 clusters Score -2.376872e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 192251 members 
Entering Unmasked Estep 
Score: -23769002.000000 Penalty: 6035.730469
	Iteration 13Q: 3 clusters Score -2.3769e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 192318 members 
Entering Unmasked Estep 
Score: -23769074.000000 Penalty: 6035.730469
	Iteration 14Q: 3 clusters Score -2.376907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 192337 members 
Entering Unmasked Estep 
Score: -23769102.000000 Penalty: 6035.730469
	Iteration 15Q: 3 clusters Score -2.37691e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192356 members 
Entering Unmasked Estep 
Score: -23769148.000000 Penalty: 6035.730469
	Iteration 16Q: 3 clusters Score -2.376915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 192366 members 
Entering Unmasked Estep 
Score: -23769174.000000 Penalty: 6035.730469
	Iteration 17Q: 3 clusters Score -2.376917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 192370 members 
Entering Unmasked Estep 
Score: -23769186.000000 Penalty: 6035.730469
	Iteration 18Q: 3 clusters Score -2.376919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 192373 members 
Entering Unmasked Estep 
Score: -23769198.000000 Penalty: 6035.730469
	Iteration 19Q: 3 clusters Score -2.37692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 192374 members 
Entering Unmasked Estep 
Score: -23769200.000000 Penalty: 6035.730469
	Iteration 20F: 3 clusters Score -2.37692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 192373 members 
Entering Unmasked Estep 
Score: -23769204.000000 Penalty: 6035.730469
	Iteration 21Q: 3 clusters Score -2.37692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 192376 members 
Entering Unmasked Estep 
Score: -23769218.000000 Penalty: 6035.730469
	Iteration 22Q: 3 clusters Score -2.376922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192379 members 
Entering Unmasked Estep 
Score: -23769210.000000 Penalty: 6035.730469
	Iteration 23Q: 3 clusters Score -2.376921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 192384 members 
Entering Unmasked Estep 
Score: -23769210.000000 Penalty: 6035.730469
	Iteration 24Q: 3 clusters Score -2.376921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192383 members 
Entering Unmasked Estep 
Score: -23769212.000000 Penalty: 6035.730469
	Iteration 25Q: 3 clusters Score -2.376921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192383 members 
Entering Unmasked Estep 
Score: -23769212.000000 Penalty: 6035.730469
	Iteration 26F: 3 clusters Score -2.376921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Entering Unmasked Estep 
Score: -11296162.000000 Penalty: 2831.530273
	Iteration 0F: 2 clusters Score -1.129616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -11235632.000000 Penalty: 5663.060547
	Iteration 0F: 3 clusters Score -1.123563e+07 nChanged 42841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -11259477.000000 Penalty: 5663.060547
	Iteration 1F: 3 clusters Score -1.125948e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -11260068.000000 Penalty: 5663.060547
	Iteration 2Q: 3 clusters Score -1.126007e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -11260507.000000 Penalty: 5663.060547
	Iteration 3Q: 3 clusters Score -1.126051e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -11261016.000000 Penalty: 5663.060547
	Iteration 4Q: 3 clusters Score -1.126102e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -11261393.000000 Penalty: 5663.060547
	Iteration 5Q: 3 clusters Score -1.126139e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -11261805.000000 Penalty: 5663.060547
	Iteration 6Q: 3 clusters Score -1.12618e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -11262439.000000 Penalty: 5663.060547
	Iteration 7Q: 3 clusters Score -1.126244e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -11263055.000000 Penalty: 5663.060547
	Iteration 8Q: 3 clusters Score -1.126306e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -11263850.000000 Penalty: 5663.060547
	Iteration 9Q: 3 clusters Score -1.126385e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -11264909.000000 Penalty: 5663.060547
	Iteration 10Q: 3 clusters Score -1.126491e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -11266335.000000 Penalty: 5663.060547
	Iteration 11Q: 3 clusters Score -1.126634e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -11268403.000000 Penalty: 5663.060547
	Iteration 12Q: 3 clusters Score -1.12684e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -11271358.000000 Penalty: 5663.060547
	Iteration 13F: 3 clusters Score -1.127136e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -11275023.000000 Penalty: 5663.060547
	Iteration 14F: 3 clusters Score -1.127502e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -11278130.000000 Penalty: 5663.060547
	Iteration 15F: 3 clusters Score -1.127813e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -11280116.000000 Penalty: 5663.060547
	Iteration 16Q: 3 clusters Score -1.128012e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66119 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -11281352.000000 Penalty: 5663.060547
	Iteration 17Q: 3 clusters Score -1.128135e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -11282180.000000 Penalty: 5663.060547
	Iteration 18Q: 3 clusters Score -1.128218e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -11283079.000000 Penalty: 5663.060547
	Iteration 19Q: 3 clusters Score -1.128308e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -11284020.000000 Penalty: 5663.060547
	Iteration 20F: 3 clusters Score -1.128402e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -11284998.000000 Penalty: 5663.060547
	Iteration 21Q: 3 clusters Score -1.1285e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -11286066.000000 Penalty: 5663.060547
	Iteration 22Q: 3 clusters Score -1.128607e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -11287215.000000 Penalty: 5663.060547
	Iteration 23Q: 3 clusters Score -1.128722e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -11288295.000000 Penalty: 5663.060547
	Iteration 24Q: 3 clusters Score -1.12883e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -11289303.000000 Penalty: 5663.060547
	Iteration 25Q: 3 clusters Score -1.12893e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -11290176.000000 Penalty: 5663.060547
	Iteration 26Q: 3 clusters Score -1.129018e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -11291069.000000 Penalty: 5663.060547
	Iteration 27Q: 3 clusters Score -1.129107e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -11291725.000000 Penalty: 5663.060547
	Iteration 28Q: 3 clusters Score -1.129172e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -11292388.000000 Penalty: 5663.060547
	Iteration 29Q: 3 clusters Score -1.129239e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -11292853.000000 Penalty: 5663.060547
	Iteration 30Q: 3 clusters Score -1.129285e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86414 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -11293214.000000 Penalty: 5663.060547
	Iteration 31Q: 3 clusters Score -1.129321e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86883 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -11293501.000000 Penalty: 5663.060547
	Iteration 32Q: 3 clusters Score -1.12935e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -11293701.000000 Penalty: 5663.060547
	Iteration 33Q: 3 clusters Score -1.12937e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -11293797.000000 Penalty: 5663.060547
	Iteration 34Q: 3 clusters Score -1.12938e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87719 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -11293837.000000 Penalty: 5663.060547
	Iteration 35Q: 3 clusters Score -1.129384e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -11293914.000000 Penalty: 5663.060547
	Iteration 36Q: 3 clusters Score -1.129391e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -11293928.000000 Penalty: 5663.060547
	Iteration 37Q: 3 clusters Score -1.129393e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -11294018.000000 Penalty: 5663.060547
	Iteration 38Q: 3 clusters Score -1.129402e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11294053.000000 Penalty: 5663.060547
	Iteration 39Q: 3 clusters Score -1.129405e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11294102.000000 Penalty: 5663.060547
	Iteration 40F: 3 clusters Score -1.12941e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11294100.000000 Penalty: 5663.060547
	Iteration 41Q: 3 clusters Score -1.12941e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -11294124.000000 Penalty: 5663.060547
	Iteration 42Q: 3 clusters Score -1.129412e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -11294160.000000 Penalty: 5663.060547
	Iteration 43Q: 3 clusters Score -1.129416e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -11294173.000000 Penalty: 5663.060547
	Iteration 44Q: 3 clusters Score -1.129417e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -11294214.000000 Penalty: 5663.060547
	Iteration 45Q: 3 clusters Score -1.129421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88616 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11294201.000000 Penalty: 5663.060547
	Iteration 46Q: 3 clusters Score -1.12942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11294208.000000 Penalty: 5663.060547
	Iteration 47Q: 3 clusters Score -1.129421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11294207.000000 Penalty: 5663.060547
	Iteration 48Q: 3 clusters Score -1.129421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11294223.000000 Penalty: 5663.060547
	Iteration 49Q: 3 clusters Score -1.129422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -11294220.000000 Penalty: 5663.060547
	Iteration 50Q: 3 clusters Score -1.129422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -11294229.000000 Penalty: 5663.060547
	Iteration 51Q: 3 clusters Score -1.129423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11294238.000000 Penalty: 5663.060547
	Iteration 52Q: 3 clusters Score -1.129424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11294238.000000 Penalty: 5663.060547
	Iteration 53Q: 3 clusters Score -1.129424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11294234.000000 Penalty: 5663.060547
	Iteration 54Q: 3 clusters Score -1.129423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11294236.000000 Penalty: 5663.060547
	Iteration 55Q: 3 clusters Score -1.129424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11294240.000000 Penalty: 5663.060547
	Iteration 56Q: 3 clusters Score -1.129424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11294245.000000 Penalty: 5663.060547
	Iteration 57Q: 3 clusters Score -1.129424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11294259.000000 Penalty: 5663.060547
	Iteration 58Q: 3 clusters Score -1.129426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11294257.000000 Penalty: 5663.060547
	Iteration 59Q: 3 clusters Score -1.129426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -11294244.000000 Penalty: 5663.060547
	Iteration 60F: 3 clusters Score -1.129424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -11294250.000000 Penalty: 5663.060547
	Iteration 61Q: 3 clusters Score -1.129425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11294255.000000 Penalty: 5663.060547
	Iteration 62Q: 3 clusters Score -1.129426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -11294264.000000 Penalty: 5663.060547
	Iteration 63Q: 3 clusters Score -1.129426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88825 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11294276.000000 Penalty: 5663.060547
	Iteration 64Q: 3 clusters Score -1.129428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11294276.000000 Penalty: 5663.060547
	Iteration 65Q: 3 clusters Score -1.129428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11294278.000000 Penalty: 5663.060547
	Iteration 66Q: 3 clusters Score -1.129428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88841 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -11294273.000000 Penalty: 5663.060547
	Iteration 67Q: 3 clusters Score -1.129427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88848 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11294279.000000 Penalty: 5663.060547
	Iteration 68Q: 3 clusters Score -1.129428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -11294287.000000 Penalty: 5663.060547
	Iteration 69Q: 3 clusters Score -1.129429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11294287.000000 Penalty: 5663.060547
	Iteration 70Q: 3 clusters Score -1.129429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88862 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -11294286.000000 Penalty: 5663.060547
	Iteration 71Q: 3 clusters Score -1.129429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11294284.000000 Penalty: 5663.060547
	Iteration 72Q: 3 clusters Score -1.129428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -11294289.000000 Penalty: 5663.060547
	Iteration 73Q: 3 clusters Score -1.129429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11294286.000000 Penalty: 5663.060547
	Iteration 74Q: 3 clusters Score -1.129429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11294286.000000 Penalty: 5663.060547
	Iteration 75Q: 3 clusters Score -1.129429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11294290.000000 Penalty: 5663.060547
	Iteration 76Q: 3 clusters Score -1.129429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -11294295.000000 Penalty: 5663.060547
	Iteration 77Q: 3 clusters Score -1.12943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11294294.000000 Penalty: 5663.060547
	Iteration 78Q: 3 clusters Score -1.129429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -11294299.000000 Penalty: 5663.060547
	Iteration 79Q: 3 clusters Score -1.12943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11294294.000000 Penalty: 5663.060547
	Iteration 80F: 3 clusters Score -1.129429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Entering Unmasked Estep 
Score: -20093272.000000 Penalty: 2978.187988
	Iteration 0F: 2 clusters Score -2.009327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -19983896.000000 Penalty: 5956.375977
	Iteration 0F: 3 clusters Score -1.99839e+07 nChanged 78597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -20029310.000000 Penalty: 5956.375977
	Iteration 1F: 3 clusters Score -2.002931e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 81842 members 
Entering Unmasked Estep 
Score: -20030078.000000 Penalty: 5956.375977
	Iteration 2Q: 3 clusters Score -2.003008e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -20030652.000000 Penalty: 5956.375977
	Iteration 3Q: 3 clusters Score -2.003065e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -20031234.000000 Penalty: 5956.375977
	Iteration 4Q: 3 clusters Score -2.003123e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -20032028.000000 Penalty: 5956.375977
	Iteration 5Q: 3 clusters Score -2.003203e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -20032774.000000 Penalty: 5956.375977
	Iteration 6Q: 3 clusters Score -2.003277e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -20033934.000000 Penalty: 5956.375977
	Iteration 7Q: 3 clusters Score -2.003393e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -20035708.000000 Penalty: 5956.375977
	Iteration 8Q: 3 clusters Score -2.003571e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -20038246.000000 Penalty: 5956.375977
	Iteration 9Q: 3 clusters Score -2.003825e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -20042908.000000 Penalty: 5956.375977
	Iteration 10Q: 3 clusters Score -2.004291e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -20050698.000000 Penalty: 5956.375977
	Iteration 11F: 3 clusters Score -2.00507e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -20060664.000000 Penalty: 5956.375977
	Iteration 12F: 3 clusters Score -2.006066e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -20068500.000000 Penalty: 5956.375977
	Iteration 13F: 3 clusters Score -2.00685e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -20072074.000000 Penalty: 5956.375977
	Iteration 14Q: 3 clusters Score -2.007207e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -20074148.000000 Penalty: 5956.375977
	Iteration 15Q: 3 clusters Score -2.007415e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96564 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -20075616.000000 Penalty: 5956.375977
	Iteration 16Q: 3 clusters Score -2.007562e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -20077230.000000 Penalty: 5956.375977
	Iteration 17Q: 3 clusters Score -2.007723e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -20078966.000000 Penalty: 5956.375977
	Iteration 18Q: 3 clusters Score -2.007897e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
Score: -20080660.000000 Penalty: 5956.375977
	Iteration 19Q: 3 clusters Score -2.008066e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 58792 members 
Entering Unmasked Estep 
Score: -20082546.000000 Penalty: 5956.375977
	Iteration 20F: 3 clusters Score -2.008255e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 56782 members 
Entering Unmasked Estep 
Score: -20084076.000000 Penalty: 5956.375977
	Iteration 21Q: 3 clusters Score -2.008408e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 54920 members 
Entering Unmasked Estep 
Score: -20085462.000000 Penalty: 5956.375977
	Iteration 22Q: 3 clusters Score -2.008546e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -20086298.000000 Penalty: 5956.375977
	Iteration 23Q: 3 clusters Score -2.00863e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -20086742.000000 Penalty: 5956.375977
	Iteration 24Q: 3 clusters Score -2.008674e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -20087186.000000 Penalty: 5956.375977
	Iteration 25Q: 3 clusters Score -2.008719e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114478 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -20087678.000000 Penalty: 5956.375977
	Iteration 26Q: 3 clusters Score -2.008768e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -20087954.000000 Penalty: 5956.375977
	Iteration 27Q: 3 clusters Score -2.008795e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -20088224.000000 Penalty: 5956.375977
	Iteration 28Q: 3 clusters Score -2.008822e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117720 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -20088374.000000 Penalty: 5956.375977
	Iteration 29Q: 3 clusters Score -2.008837e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -20088640.000000 Penalty: 5956.375977
	Iteration 30Q: 3 clusters Score -2.008864e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -20088796.000000 Penalty: 5956.375977
	Iteration 31Q: 3 clusters Score -2.00888e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120824 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -20088924.000000 Penalty: 5956.375977
	Iteration 32Q: 3 clusters Score -2.008892e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121785 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -20089114.000000 Penalty: 5956.375977
	Iteration 33Q: 3 clusters Score -2.008911e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -20089270.000000 Penalty: 5956.375977
	Iteration 34Q: 3 clusters Score -2.008927e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -20089422.000000 Penalty: 5956.375977
	Iteration 35Q: 3 clusters Score -2.008942e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124641 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -20089598.000000 Penalty: 5956.375977
	Iteration 36Q: 3 clusters Score -2.00896e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125590 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -20089784.000000 Penalty: 5956.375977
	Iteration 37Q: 3 clusters Score -2.008978e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126508 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -20089922.000000 Penalty: 5956.375977
	Iteration 38Q: 3 clusters Score -2.008992e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -20090076.000000 Penalty: 5956.375977
	Iteration 39Q: 3 clusters Score -2.009008e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128217 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -20090264.000000 Penalty: 5956.375977
	Iteration 40F: 3 clusters Score -2.009026e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -20090320.000000 Penalty: 5956.375977
	Iteration 41Q: 3 clusters Score -2.009032e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -20090482.000000 Penalty: 5956.375977
	Iteration 42Q: 3 clusters Score -2.009048e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130541 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -20090538.000000 Penalty: 5956.375977
	Iteration 43Q: 3 clusters Score -2.009054e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -20090650.000000 Penalty: 5956.375977
	Iteration 44Q: 3 clusters Score -2.009065e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -20090728.000000 Penalty: 5956.375977
	Iteration 45Q: 3 clusters Score -2.009073e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132821 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -20090824.000000 Penalty: 5956.375977
	Iteration 46Q: 3 clusters Score -2.009082e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133543 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -20090976.000000 Penalty: 5956.375977
	Iteration 47Q: 3 clusters Score -2.009098e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134293 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -20091072.000000 Penalty: 5956.375977
	Iteration 48Q: 3 clusters Score -2.009107e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -20091272.000000 Penalty: 5956.375977
	Iteration 49Q: 3 clusters Score -2.009127e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135702 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -20091256.000000 Penalty: 5956.375977
	Iteration 50Q: 3 clusters Score -2.009126e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136377 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -20091326.000000 Penalty: 5956.375977
	Iteration 51Q: 3 clusters Score -2.009133e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137034 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -20091394.000000 Penalty: 5956.375977
	Iteration 52Q: 3 clusters Score -2.009139e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -20091430.000000 Penalty: 5956.375977
	Iteration 53Q: 3 clusters Score -2.009143e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138243 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -20091544.000000 Penalty: 5956.375977
	Iteration 54Q: 3 clusters Score -2.009154e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138831 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -20091642.000000 Penalty: 5956.375977
	Iteration 55Q: 3 clusters Score -2.009164e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139416 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -20091742.000000 Penalty: 5956.375977
	Iteration 56Q: 3 clusters Score -2.009174e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139978 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -20091858.000000 Penalty: 5956.375977
	Iteration 57Q: 3 clusters Score -2.009186e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140482 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -20091934.000000 Penalty: 5956.375977
	Iteration 58Q: 3 clusters Score -2.009193e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141017 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -20092012.000000 Penalty: 5956.375977
	Iteration 59Q: 3 clusters Score -2.009201e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141542 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -20092066.000000 Penalty: 5956.375977
	Iteration 60F: 3 clusters Score -2.009207e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142010 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -20092176.000000 Penalty: 5956.375977
	Iteration 61Q: 3 clusters Score -2.009218e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -20092248.000000 Penalty: 5956.375977
	Iteration 62Q: 3 clusters Score -2.009225e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142874 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -20092296.000000 Penalty: 5956.375977
	Iteration 63Q: 3 clusters Score -2.00923e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -20092298.000000 Penalty: 5956.375977
	Iteration 64Q: 3 clusters Score -2.00923e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -20092332.000000 Penalty: 5956.375977
	Iteration 65Q: 3 clusters Score -2.009233e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -20092422.000000 Penalty: 5956.375977
	Iteration 66Q: 3 clusters Score -2.009242e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144466 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -20092482.000000 Penalty: 5956.375977
	Iteration 67Q: 3 clusters Score -2.009248e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -20092514.000000 Penalty: 5956.375977
	Iteration 68Q: 3 clusters Score -2.009251e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145123 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -20092512.000000 Penalty: 5956.375977
	Iteration 69Q: 3 clusters Score -2.009251e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145403 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -20092562.000000 Penalty: 5956.375977
	Iteration 70Q: 3 clusters Score -2.009256e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145669 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -20092578.000000 Penalty: 5956.375977
	Iteration 71Q: 3 clusters Score -2.009258e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145932 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -20092604.000000 Penalty: 5956.375977
	Iteration 72Q: 3 clusters Score -2.00926e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146184 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -20092608.000000 Penalty: 5956.375977
	Iteration 73Q: 3 clusters Score -2.009261e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -20092602.000000 Penalty: 5956.375977
	Iteration 74Q: 3 clusters Score -2.00926e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146677 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -20092646.000000 Penalty: 5956.375977
	Iteration 75Q: 3 clusters Score -2.009265e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -20092674.000000 Penalty: 5956.375977
	Iteration 76Q: 3 clusters Score -2.009267e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -20092696.000000 Penalty: 5956.375977
	Iteration 77Q: 3 clusters Score -2.00927e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -20092672.000000 Penalty: 5956.375977
	Iteration 78Q: 3 clusters Score -2.009267e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147523 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -20092692.000000 Penalty: 5956.375977
	Iteration 79Q: 3 clusters Score -2.009269e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -20092682.000000 Penalty: 5956.375977
	Iteration 80F: 3 clusters Score -2.009268e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147897 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -20092684.000000 Penalty: 5956.375977
	Iteration 81Q: 3 clusters Score -2.009268e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148063 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -20092744.000000 Penalty: 5956.375977
	Iteration 82Q: 3 clusters Score -2.009274e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -20092754.000000 Penalty: 5956.375977
	Iteration 83Q: 3 clusters Score -2.009275e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -20092768.000000 Penalty: 5956.375977
	Iteration 84Q: 3 clusters Score -2.009277e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148699 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -20092746.000000 Penalty: 5956.375977
	Iteration 85Q: 3 clusters Score -2.009275e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -20092780.000000 Penalty: 5956.375977
	Iteration 86Q: 3 clusters Score -2.009278e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -20092792.000000 Penalty: 5956.375977
	Iteration 87Q: 3 clusters Score -2.009279e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -20092752.000000 Penalty: 5956.375977
	Iteration 88Q: 3 clusters Score -2.009275e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149382 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -20092774.000000 Penalty: 5956.375977
	Iteration 89Q: 3 clusters Score -2.009277e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -20092796.000000 Penalty: 5956.375977
	Iteration 90Q: 3 clusters Score -2.00928e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149619 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -20092802.000000 Penalty: 5956.375977
	Iteration 91Q: 3 clusters Score -2.00928e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -20092830.000000 Penalty: 5956.375977
	Iteration 92Q: 3 clusters Score -2.009283e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -20092840.000000 Penalty: 5956.375977
	Iteration 93Q: 3 clusters Score -2.009284e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149899 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -20092848.000000 Penalty: 5956.375977
	Iteration 94Q: 3 clusters Score -2.009285e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -20092864.000000 Penalty: 5956.375977
	Iteration 95Q: 3 clusters Score -2.009286e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -20092840.000000 Penalty: 5956.375977
	Iteration 96Q: 3 clusters Score -2.009284e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150148 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -20092854.000000 Penalty: 5956.375977
	Iteration 97Q: 3 clusters Score -2.009285e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150241 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -20092886.000000 Penalty: 5956.375977
	Iteration 98Q: 3 clusters Score -2.009289e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -20092868.000000 Penalty: 5956.375977
	Iteration 99Q: 3 clusters Score -2.009287e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -20092846.000000 Penalty: 5956.375977
	Iteration 100F: 3 clusters Score -2.009285e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150533 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -20092836.000000 Penalty: 5956.375977
	Iteration 101Q: 3 clusters Score -2.009284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150631 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -20092858.000000 Penalty: 5956.375977
	Iteration 102Q: 3 clusters Score -2.009286e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150710 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -20092856.000000 Penalty: 5956.375977
	Iteration 103Q: 3 clusters Score -2.009286e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150798 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -20092874.000000 Penalty: 5956.375977
	Iteration 104Q: 3 clusters Score -2.009287e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150884 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -20092868.000000 Penalty: 5956.375977
	Iteration 105Q: 3 clusters Score -2.009287e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -20092858.000000 Penalty: 5956.375977
	Iteration 106Q: 3 clusters Score -2.009286e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -20092816.000000 Penalty: 5956.375977
	Iteration 107Q: 3 clusters Score -2.009282e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -20092850.000000 Penalty: 5956.375977
	Iteration 108Q: 3 clusters Score -2.009285e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151227 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -20092866.000000 Penalty: 5956.375977
	Iteration 109Q: 3 clusters Score -2.009287e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -20092838.000000 Penalty: 5956.375977
	Iteration 110Q: 3 clusters Score -2.009284e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -20092838.000000 Penalty: 5956.375977
	Iteration 111Q: 3 clusters Score -2.009284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -20092830.000000 Penalty: 5956.375977
	Iteration 112Q: 3 clusters Score -2.009283e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151541 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -20092868.000000 Penalty: 5956.375977
	Iteration 113Q: 3 clusters Score -2.009287e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -20092826.000000 Penalty: 5956.375977
	Iteration 114Q: 3 clusters Score -2.009283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -20092860.000000 Penalty: 5956.375977
	Iteration 115Q: 3 clusters Score -2.009286e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -20092808.000000 Penalty: 5956.375977
	Iteration 116Q: 3 clusters Score -2.009281e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151787 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -20092770.000000 Penalty: 5956.375977
	Iteration 117Q: 3 clusters Score -2.009277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -20092780.000000 Penalty: 5956.375977
	Iteration 118Q: 3 clusters Score -2.009278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -20092760.000000 Penalty: 5956.375977
	Iteration 119Q: 3 clusters Score -2.009276e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -20092768.000000 Penalty: 5956.375977
	Iteration 120F: 3 clusters Score -2.009277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151969 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -20092756.000000 Penalty: 5956.375977
	Iteration 121Q: 3 clusters Score -2.009276e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -20092762.000000 Penalty: 5956.375977
	Iteration 122Q: 3 clusters Score -2.009276e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152059 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -20092738.000000 Penalty: 5956.375977
	Iteration 123Q: 3 clusters Score -2.009274e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -20092740.000000 Penalty: 5956.375977
	Iteration 124Q: 3 clusters Score -2.009274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152165 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -20092714.000000 Penalty: 5956.375977
	Iteration 125Q: 3 clusters Score -2.009271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -20092740.000000 Penalty: 5956.375977
	Iteration 126Q: 3 clusters Score -2.009274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -20092716.000000 Penalty: 5956.375977
	Iteration 127Q: 3 clusters Score -2.009272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -20092696.000000 Penalty: 5956.375977
	Iteration 128Q: 3 clusters Score -2.00927e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152342 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -20092706.000000 Penalty: 5956.375977
	Iteration 129Q: 3 clusters Score -2.009271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -20092690.000000 Penalty: 5956.375977
	Iteration 130Q: 3 clusters Score -2.009269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152416 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -20092692.000000 Penalty: 5956.375977
	Iteration 131Q: 3 clusters Score -2.009269e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152463 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -20092688.000000 Penalty: 5956.375977
	Iteration 132Q: 3 clusters Score -2.009269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152509 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -20092664.000000 Penalty: 5956.375977
	Iteration 133Q: 3 clusters Score -2.009266e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -20092652.000000 Penalty: 5956.375977
	Iteration 134Q: 3 clusters Score -2.009265e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -20092688.000000 Penalty: 5956.375977
	Iteration 135Q: 3 clusters Score -2.009269e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 136Q: 3 clusters Score -2.009265e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152742 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -20092704.000000 Penalty: 5956.375977
	Iteration 137Q: 3 clusters Score -2.00927e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -20092666.000000 Penalty: 5956.375977
	Iteration 138Q: 3 clusters Score -2.009267e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152868 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -20092626.000000 Penalty: 5956.375977
	Iteration 139Q: 3 clusters Score -2.009263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -20092636.000000 Penalty: 5956.375977
	Iteration 140F: 3 clusters Score -2.009264e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -20092654.000000 Penalty: 5956.375977
	Iteration 141Q: 3 clusters Score -2.009265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153070 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -20092620.000000 Penalty: 5956.375977
	Iteration 142Q: 3 clusters Score -2.009262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153136 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -20092654.000000 Penalty: 5956.375977
	Iteration 143Q: 3 clusters Score -2.009265e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153201 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -20092712.000000 Penalty: 5956.375977
	Iteration 144Q: 3 clusters Score -2.009271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -20092684.000000 Penalty: 5956.375977
	Iteration 145Q: 3 clusters Score -2.009268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153312 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -20092662.000000 Penalty: 5956.375977
	Iteration 146Q: 3 clusters Score -2.009266e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -20092678.000000 Penalty: 5956.375977
	Iteration 147Q: 3 clusters Score -2.009268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153404 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -20092682.000000 Penalty: 5956.375977
	Iteration 148Q: 3 clusters Score -2.009268e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -20092666.000000 Penalty: 5956.375977
	Iteration 149Q: 3 clusters Score -2.009267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 150Q: 3 clusters Score -2.009265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -20092630.000000 Penalty: 5956.375977
	Iteration 151Q: 3 clusters Score -2.009263e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153572 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -20092630.000000 Penalty: 5956.375977
	Iteration 152Q: 3 clusters Score -2.009263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -20092600.000000 Penalty: 5956.375977
	Iteration 153Q: 3 clusters Score -2.00926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153674 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -20092642.000000 Penalty: 5956.375977
	Iteration 154Q: 3 clusters Score -2.009264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -20092660.000000 Penalty: 5956.375977
	Iteration 155Q: 3 clusters Score -2.009266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153755 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -20092630.000000 Penalty: 5956.375977
	Iteration 156Q: 3 clusters Score -2.009263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153788 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -20092660.000000 Penalty: 5956.375977
	Iteration 157Q: 3 clusters Score -2.009266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 158Q: 3 clusters Score -2.009265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 159Q: 3 clusters Score -2.009265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153877 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -20092652.000000 Penalty: 5956.375977
	Iteration 160F: 3 clusters Score -2.009265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -20092680.000000 Penalty: 5956.375977
	Iteration 161Q: 3 clusters Score -2.009268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153934 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -20092674.000000 Penalty: 5956.375977
	Iteration 162Q: 3 clusters Score -2.009267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -20092658.000000 Penalty: 5956.375977
	Iteration 163Q: 3 clusters Score -2.009266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -20092662.000000 Penalty: 5956.375977
	Iteration 164Q: 3 clusters Score -2.009266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -20092634.000000 Penalty: 5956.375977
	Iteration 165Q: 3 clusters Score -2.009263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -20092612.000000 Penalty: 5956.375977
	Iteration 166Q: 3 clusters Score -2.009261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -20092624.000000 Penalty: 5956.375977
	Iteration 167Q: 3 clusters Score -2.009262e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154076 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -20092604.000000 Penalty: 5956.375977
	Iteration 168Q: 3 clusters Score -2.00926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -20092616.000000 Penalty: 5956.375977
	Iteration 169Q: 3 clusters Score -2.009262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -20092614.000000 Penalty: 5956.375977
	Iteration 170Q: 3 clusters Score -2.009261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -20092636.000000 Penalty: 5956.375977
	Iteration 171Q: 3 clusters Score -2.009264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154108 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -20092626.000000 Penalty: 5956.375977
	Iteration 172Q: 3 clusters Score -2.009263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -20092646.000000 Penalty: 5956.375977
	Iteration 173Q: 3 clusters Score -2.009265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154127 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -20092652.000000 Penalty: 5956.375977
	Iteration 174Q: 3 clusters Score -2.009265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -20092644.000000 Penalty: 5956.375977
	Iteration 175Q: 3 clusters Score -2.009264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -20092638.000000 Penalty: 5956.375977
	Iteration 176Q: 3 clusters Score -2.009264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -20092620.000000 Penalty: 5956.375977
	Iteration 177Q: 3 clusters Score -2.009262e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154188 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -20092642.000000 Penalty: 5956.375977
	Iteration 178Q: 3 clusters Score -2.009264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -20092644.000000 Penalty: 5956.375977
	Iteration 179Q: 3 clusters Score -2.009264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -20092654.000000 Penalty: 5956.375977
	Iteration 180F: 3 clusters Score -2.009265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154215 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -20092648.000000 Penalty: 5956.375977
	Iteration 181Q: 3 clusters Score -2.009265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154223 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -20092664.000000 Penalty: 5956.375977
	Iteration 182Q: 3 clusters Score -2.009266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154227 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 183Q: 3 clusters Score -2.009265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154229 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 184Q: 3 clusters Score -2.009265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -20092630.000000 Penalty: 5956.375977
	Iteration 185Q: 3 clusters Score -2.009263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -20092632.000000 Penalty: 5956.375977
	Iteration 186Q: 3 clusters Score -2.009263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -20092646.000000 Penalty: 5956.375977
	Iteration 187Q: 3 clusters Score -2.009265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -20092642.000000 Penalty: 5956.375977
	Iteration 188Q: 3 clusters Score -2.009264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -20092630.000000 Penalty: 5956.375977
	Iteration 189Q: 3 clusters Score -2.009263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 190Q: 3 clusters Score -2.009265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154263 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -20092652.000000 Penalty: 5956.375977
	Iteration 191Q: 3 clusters Score -2.009265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154270 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -20092634.000000 Penalty: 5956.375977
	Iteration 192Q: 3 clusters Score -2.009263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -20092648.000000 Penalty: 5956.375977
	Iteration 193Q: 3 clusters Score -2.009265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154283 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -20092642.000000 Penalty: 5956.375977
	Iteration 194Q: 3 clusters Score -2.009264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -20092640.000000 Penalty: 5956.375977
	Iteration 195Q: 3 clusters Score -2.009264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154291 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -20092642.000000 Penalty: 5956.375977
	Iteration 196Q: 3 clusters Score -2.009264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154296 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -20092652.000000 Penalty: 5956.375977
	Iteration 197Q: 3 clusters Score -2.009265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154302 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -20092634.000000 Penalty: 5956.375977
	Iteration 198Q: 3 clusters Score -2.009263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -20092646.000000 Penalty: 5956.375977
	Iteration 199Q: 3 clusters Score -2.009265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154310 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -20092636.000000 Penalty: 5956.375977
	Iteration 200F: 3 clusters Score -2.009264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -20092634.000000 Penalty: 5956.375977
	Iteration 201Q: 3 clusters Score -2.009263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -20092646.000000 Penalty: 5956.375977
	Iteration 202Q: 3 clusters Score -2.009265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -20092646.000000 Penalty: 5956.375977
	Iteration 203Q: 3 clusters Score -2.009265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 204Q: 3 clusters Score -2.009265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -20092650.000000 Penalty: 5956.375977
	Iteration 205F: 3 clusters Score -2.009265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -85697.820312 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -85697.82 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 378 members 
Entering Unmasked Estep 
Score: -83953.484375 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -83953.48 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84209.546875 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -84209.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84296.500000 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -84296.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84344.750000 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -84344.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84381.484375 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -84381.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84412.304688 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -84412.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84444.171875 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -84444.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84467.453125 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -84467.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84491.406250 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -84491.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84505.843750 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -84505.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84507.750000 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -84507.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84507.750000 Penalty: 3293.378418
	Iteration 11F: 3 clusters Score -84507.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Entering Unmasked Estep 
Score: -9305751.000000 Penalty: 2794.285645
	Iteration 0F: 2 clusters Score -9305751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -9253383.000000 Penalty: 5588.571289
	Iteration 0F: 3 clusters Score -9253383 nChanged 36937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -9274163.000000 Penalty: 5588.571289
	Iteration 1F: 3 clusters Score -9274163 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -9274666.000000 Penalty: 5588.571289
	Iteration 2Q: 3 clusters Score -9274666 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -9275327.000000 Penalty: 5588.571289
	Iteration 3Q: 3 clusters Score -9275327 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -9275988.000000 Penalty: 5588.571289
	Iteration 4Q: 3 clusters Score -9275988 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -9276921.000000 Penalty: 5588.571289
	Iteration 5Q: 3 clusters Score -9276921 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -9278331.000000 Penalty: 5588.571289
	Iteration 6Q: 3 clusters Score -9278331 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -9280715.000000 Penalty: 5588.571289
	Iteration 7F: 3 clusters Score -9280715 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -9284390.000000 Penalty: 5588.571289
	Iteration 8F: 3 clusters Score -9284390 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -9289592.000000 Penalty: 5588.571289
	Iteration 9F: 3 clusters Score -9289592 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -9295251.000000 Penalty: 5588.571289
	Iteration 10F: 3 clusters Score -9295251 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 73823 members 
Entering Unmasked Estep 
Score: -9299622.000000 Penalty: 5588.571289
	Iteration 11F: 3 clusters Score -9299622 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -9301917.000000 Penalty: 5588.571289
	Iteration 12Q: 3 clusters Score -9301917 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 77290 members 
Entering Unmasked Estep 
Score: -9302853.000000 Penalty: 5588.571289
	Iteration 13Q: 3 clusters Score -9302853 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 77649 members 
Entering Unmasked Estep 
Score: -9303139.000000 Penalty: 5588.571289
	Iteration 14Q: 3 clusters Score -9303139 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -9303265.000000 Penalty: 5588.571289
	Iteration 15Q: 3 clusters Score -9303265 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -9303324.000000 Penalty: 5588.571289
	Iteration 16Q: 3 clusters Score -9303324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -9303363.000000 Penalty: 5588.571289
	Iteration 17Q: 3 clusters Score -9303363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -9303376.000000 Penalty: 5588.571289
	Iteration 18Q: 3 clusters Score -9303376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -9303392.000000 Penalty: 5588.571289
	Iteration 19Q: 3 clusters Score -9303392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -9303392.000000 Penalty: 5588.571289
	Iteration 20F: 3 clusters Score -9303392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -9303402.000000 Penalty: 5588.571289
	Iteration 21Q: 3 clusters Score -9303402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -9303399.000000 Penalty: 5588.571289
	Iteration 22Q: 3 clusters Score -9303399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -9303399.000000 Penalty: 5588.571289
	Iteration 23F: 3 clusters Score -9303399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Entering Unmasked Estep 
Score: -1774411.250000 Penalty: 2379.473145
	Iteration 0F: 2 clusters Score -1774411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1763725.625000 Penalty: 4758.946289
	Iteration 0F: 3 clusters Score -1763726 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1767525.375000 Penalty: 4758.946289
	Iteration 1F: 3 clusters Score -1767525 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1768300.750000 Penalty: 4758.946289
	Iteration 2F: 3 clusters Score -1768301 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1768966.000000 Penalty: 4758.946289
	Iteration 3F: 3 clusters Score -1768966 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1769583.625000 Penalty: 4758.946289
	Iteration 4F: 3 clusters Score -1769584 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1770194.000000 Penalty: 4758.946289
	Iteration 5F: 3 clusters Score -1770194 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1770765.250000 Penalty: 4758.946289
	Iteration 6F: 3 clusters Score -1770765 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1771224.625000 Penalty: 4758.946289
	Iteration 7F: 3 clusters Score -1771225 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1771615.500000 Penalty: 4758.946289
	Iteration 8Q: 3 clusters Score -1771616 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1771889.500000 Penalty: 4758.946289
	Iteration 9Q: 3 clusters Score -1771890 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1772114.000000 Penalty: 4758.946289
	Iteration 10Q: 3 clusters Score -1772114 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1772294.375000 Penalty: 4758.946289
	Iteration 11Q: 3 clusters Score -1772294 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1772444.250000 Penalty: 4758.946289
	Iteration 12Q: 3 clusters Score -1772444 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1772602.625000 Penalty: 4758.946289
	Iteration 13Q: 3 clusters Score -1772603 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1772724.500000 Penalty: 4758.946289
	Iteration 14Q: 3 clusters Score -1772724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1772822.000000 Penalty: 4758.946289
	Iteration 15Q: 3 clusters Score -1772822 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1772898.375000 Penalty: 4758.946289
	Iteration 16Q: 3 clusters Score -1772898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1772981.375000 Penalty: 4758.946289
	Iteration 17Q: 3 clusters Score -1772981 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1773042.625000 Penalty: 4758.946289
	Iteration 18Q: 3 clusters Score -1773043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1773088.000000 Penalty: 4758.946289
	Iteration 19Q: 3 clusters Score -1773088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1773127.500000 Penalty: 4758.946289
	Iteration 20F: 3 clusters Score -1773128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1773164.250000 Penalty: 4758.946289
	Iteration 21Q: 3 clusters Score -1773164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1773193.625000 Penalty: 4758.946289
	Iteration 22Q: 3 clusters Score -1773194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1773219.125000 Penalty: 4758.946289
	Iteration 23Q: 3 clusters Score -1773219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1773234.250000 Penalty: 4758.946289
	Iteration 24Q: 3 clusters Score -1773234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1773249.000000 Penalty: 4758.946289
	Iteration 25Q: 3 clusters Score -1773249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1773257.125000 Penalty: 4758.946289
	Iteration 26Q: 3 clusters Score -1773257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1773263.125000 Penalty: 4758.946289
	Iteration 27Q: 3 clusters Score -1773263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1773269.500000 Penalty: 4758.946289
	Iteration 28Q: 3 clusters Score -1773270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1773271.125000 Penalty: 4758.946289
	Iteration 29Q: 3 clusters Score -1773271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1773272.125000 Penalty: 4758.946289
	Iteration 30Q: 3 clusters Score -1773272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1773273.375000 Penalty: 4758.946289
	Iteration 31Q: 3 clusters Score -1773273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1773276.750000 Penalty: 4758.946289
	Iteration 32Q: 3 clusters Score -1773277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1773275.750000 Penalty: 4758.946289
	Iteration 33Q: 3 clusters Score -1773276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1773277.500000 Penalty: 4758.946289
	Iteration 34Q: 3 clusters Score -1773278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1773277.000000 Penalty: 4758.946289
	Iteration 35Q: 3 clusters Score -1773277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1773280.500000 Penalty: 4758.946289
	Iteration 36Q: 3 clusters Score -1773280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1773277.875000 Penalty: 4758.946289
	Iteration 37Q: 3 clusters Score -1773278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1773279.750000 Penalty: 4758.946289
	Iteration 38Q: 3 clusters Score -1773280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1773281.250000 Penalty: 4758.946289
	Iteration 39Q: 3 clusters Score -1773281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1773281.500000 Penalty: 4758.946289
	Iteration 40F: 3 clusters Score -1773282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -133217.609375 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -133217.6 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 628 members 
Entering Unmasked Estep 
Score: -131143.281250 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -131143.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131496.046875 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -131496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131619.359375 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -131619.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131704.484375 Penalty: 3541.271484
	Iteration 3F: 3 clusters Score -131704.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -131776.875000 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -131776.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131851.515625 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -131851.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -131923.000000 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -131923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -131983.718750 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -131983.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -132021.562500 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -132021.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132042.468750 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -132042.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -132074.703125 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -132074.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -132097.625000 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -132097.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -132123.968750 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -132124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -132148.140625 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -132148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -132174.265625 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -132174.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132191.015625 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -132191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -132195.687500 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -132195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -132197.734375 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -132197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -132199.859375 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -132199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -132202.296875 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -132202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -132212.937500 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -132212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -132230.125000 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -132230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -132238.515625 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -132238.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -132252.640625 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -132252.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -132267.375000 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -132267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -132275.984375 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -132276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -132278.015625 Penalty: 3541.271484
	Iteration 26Q: 3 clusters Score -132278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -132279.734375 Penalty: 3541.271484
	Iteration 27Q: 3 clusters Score -132279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -132280.687500 Penalty: 3541.271484
	Iteration 28Q: 3 clusters Score -132280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -132282.171875 Penalty: 3541.271484
	Iteration 29Q: 3 clusters Score -132282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -132282.171875 Penalty: 3541.271484
	Iteration 30F: 3 clusters Score -132282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -331120.218750 Penalty: 1958.252808
	Iteration 0F: 2 clusters Score -331120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -328075.156250 Penalty: 3916.505615
	Iteration 0F: 3 clusters Score -328075.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -328615.968750 Penalty: 3916.505615
	Iteration 1F: 3 clusters Score -328616 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -328753.156250 Penalty: 3916.505615
	Iteration 2F: 3 clusters Score -328753.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -328825.218750 Penalty: 3916.505615
	Iteration 3Q: 3 clusters Score -328825.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -328873.343750 Penalty: 3916.505615
	Iteration 4Q: 3 clusters Score -328873.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328921.156250 Penalty: 3916.505615
	Iteration 5Q: 3 clusters Score -328921.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -328946.343750 Penalty: 3916.505615
	Iteration 6Q: 3 clusters Score -328946.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -328960.968750 Penalty: 3916.505615
	Iteration 7Q: 3 clusters Score -328961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -328969.125000 Penalty: 3916.505615
	Iteration 8Q: 3 clusters Score -328969.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -328978.625000 Penalty: 3916.505615
	Iteration 9Q: 3 clusters Score -328978.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -328984.968750 Penalty: 3916.505615
	Iteration 10Q: 3 clusters Score -328985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -328990.875000 Penalty: 3916.505615
	Iteration 11Q: 3 clusters Score -328990.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -328994.812500 Penalty: 3916.505615
	Iteration 12Q: 3 clusters Score -328994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -328997.062500 Penalty: 3916.505615
	Iteration 13Q: 3 clusters Score -328997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -328999.250000 Penalty: 3916.505615
	Iteration 14Q: 3 clusters Score -328999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -329000.125000 Penalty: 3916.505615
	Iteration 15Q: 3 clusters Score -329000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -329000.125000 Penalty: 3916.505615
	Iteration 16F: 3 clusters Score -329000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -73060.492188 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -73060.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71386.312500 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -71386.31 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71584.148438 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -71584.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71647.054688 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71647.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71675.031250 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -71675.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -71693.804688 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71695.320312 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71695.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71697.968750 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71697.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71703.335938 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71703.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71711.320312 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71711.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71722.304688 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71722.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71730.625000 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71730.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -71731.945312 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71731.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71732.976562 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71732.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71736.265625 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71736.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71736.265625 Penalty: 3216.379150
	Iteration 14F: 3 clusters Score -71736.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -446500.875000 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -446500.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -442660.875000 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -442660.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -443564.156250 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -443564.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -443833.843750 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -443833.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -444056.937500 Penalty: 4108.236816
	Iteration 3F: 3 clusters Score -444056.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -444219.125000 Penalty: 4108.236816
	Iteration 4F: 3 clusters Score -444219.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -444357.718750 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -444357.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -444472.375000 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -444472.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -444562.437500 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -444562.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -444667.000000 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -444667 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -444813.843750 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -444813.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -444970.500000 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -444970.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -445062.625000 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -445062.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -445113.125000 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -445113.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -445146.968750 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -445147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -445173.125000 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -445173.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -445193.968750 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -445194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -445215.375000 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -445215.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -445229.718750 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -445229.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -445242.031250 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -445242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -445252.093750 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -445252.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -445270.250000 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -445270.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -445290.218750 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -445290.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -445305.000000 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -445305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -445313.500000 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -445313.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -445323.187500 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -445323.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -445330.062500 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -445330.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -445333.906250 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -445333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -445339.468750 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -445339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -445344.593750 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -445344.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -445351.531250 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -445351.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -445356.062500 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -445356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -445358.718750 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -445358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -445361.593750 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -445361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -445363.000000 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -445363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -445364.593750 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -445364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -445367.500000 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -445367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445370.062500 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -445370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -445370.468750 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -445370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445372.031250 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -445372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445374.156250 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -445374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445376.937500 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -445376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445377.718750 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -445377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -445377.718750 Penalty: 4108.236816
	Iteration 42F: 3 clusters Score -445377.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -75381.179688 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -75381.18 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 338 members 
Entering Unmasked Estep 
Score: -73759.671875 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -73759.67 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74031.109375 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -74031.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74117.632812 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -74117.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -74183.492188 Penalty: 3239.315186
	Iteration 3Q: 3 clusters Score -74183.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74228.031250 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -74228.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -74252.851562 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -74252.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74265.828125 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -74265.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74283.554688 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -74283.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74294.031250 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -74294.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74302.593750 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -74302.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74313.093750 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -74313.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -74331.562500 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -74331.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74359.570312 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -74359.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74394.148438 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -74394.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74445.273438 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -74445.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74499.351562 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -74499.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -74556.664062 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -74556.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74619.757812 Penalty: 3239.315186
	Iteration 17Q: 3 clusters Score -74619.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74729.398438 Penalty: 3239.315186
	Iteration 18Q: 3 clusters Score -74729.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74776.820312 Penalty: 3239.315186
	Iteration 19Q: 3 clusters Score -74776.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74805.640625 Penalty: 3239.315186
	Iteration 20F: 3 clusters Score -74805.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74827.164062 Penalty: 3239.315186
	Iteration 21Q: 3 clusters Score -74827.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74851.421875 Penalty: 3239.315186
	Iteration 22Q: 3 clusters Score -74851.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74869.875000 Penalty: 3239.315186
	Iteration 23Q: 3 clusters Score -74869.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74884.250000 Penalty: 3239.315186
	Iteration 24Q: 3 clusters Score -74884.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -74895.796875 Penalty: 3239.315186
	Iteration 25Q: 3 clusters Score -74895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74900.507812 Penalty: 3239.315186
	Iteration 26Q: 3 clusters Score -74900.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -74908.117188 Penalty: 3239.315186
	Iteration 27Q: 3 clusters Score -74908.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74911.773438 Penalty: 3239.315186
	Iteration 28Q: 3 clusters Score -74911.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74918.570312 Penalty: 3239.315186
	Iteration 29Q: 3 clusters Score -74918.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74925.273438 Penalty: 3239.315186
	Iteration 30Q: 3 clusters Score -74925.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -74925.273438 Penalty: 3239.315186
	Iteration 31F: 3 clusters Score -74925.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Entering Unmasked Estep 
Score: -3143372.250000 Penalty: 2524.654541
	Iteration 0F: 2 clusters Score -3143372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3125059.750000 Penalty: 5049.309082
	Iteration 0F: 3 clusters Score -3125060 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3131447.250000 Penalty: 5049.309082
	Iteration 1F: 3 clusters Score -3131447 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3131965.750000 Penalty: 5049.309082
	Iteration 2F: 3 clusters Score -3131966 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3132482.000000 Penalty: 5049.309082
	Iteration 3Q: 3 clusters Score -3132482 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3133030.750000 Penalty: 5049.309082
	Iteration 4Q: 3 clusters Score -3133031 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3133636.000000 Penalty: 5049.309082
	Iteration 5Q: 3 clusters Score -3133636 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3134220.000000 Penalty: 5049.309082
	Iteration 6Q: 3 clusters Score -3134220 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3134886.500000 Penalty: 5049.309082
	Iteration 7Q: 3 clusters Score -3134886 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3135607.000000 Penalty: 5049.309082
	Iteration 8Q: 3 clusters Score -3135607 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3136337.500000 Penalty: 5049.309082
	Iteration 9Q: 3 clusters Score -3136338 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3137016.000000 Penalty: 5049.309082
	Iteration 10Q: 3 clusters Score -3137016 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3137650.250000 Penalty: 5049.309082
	Iteration 11Q: 3 clusters Score -3137650 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3138231.750000 Penalty: 5049.309082
	Iteration 12Q: 3 clusters Score -3138232 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3138800.000000 Penalty: 5049.309082
	Iteration 13Q: 3 clusters Score -3138800 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3139329.500000 Penalty: 5049.309082
	Iteration 14Q: 3 clusters Score -3139330 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3139803.500000 Penalty: 5049.309082
	Iteration 15Q: 3 clusters Score -3139804 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3140208.750000 Penalty: 5049.309082
	Iteration 16Q: 3 clusters Score -3140209 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3140574.250000 Penalty: 5049.309082
	Iteration 17Q: 3 clusters Score -3140574 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3140844.750000 Penalty: 5049.309082
	Iteration 18Q: 3 clusters Score -3140845 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3141041.000000 Penalty: 5049.309082
	Iteration 19Q: 3 clusters Score -3141041 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3141196.000000 Penalty: 5049.309082
	Iteration 20F: 3 clusters Score -3141196 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3141324.500000 Penalty: 5049.309082
	Iteration 21Q: 3 clusters Score -3141324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3141413.750000 Penalty: 5049.309082
	Iteration 22Q: 3 clusters Score -3141414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3141460.000000 Penalty: 5049.309082
	Iteration 23Q: 3 clusters Score -3141460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3141499.250000 Penalty: 5049.309082
	Iteration 24Q: 3 clusters Score -3141499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3141519.250000 Penalty: 5049.309082
	Iteration 25Q: 3 clusters Score -3141519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3141539.000000 Penalty: 5049.309082
	Iteration 26Q: 3 clusters Score -3141539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3141557.000000 Penalty: 5049.309082
	Iteration 27Q: 3 clusters Score -3141557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3141562.000000 Penalty: 5049.309082
	Iteration 28Q: 3 clusters Score -3141562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3141569.000000 Penalty: 5049.309082
	Iteration 29Q: 3 clusters Score -3141569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3141571.500000 Penalty: 5049.309082
	Iteration 30Q: 3 clusters Score -3141572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3141579.250000 Penalty: 5049.309082
	Iteration 31Q: 3 clusters Score -3141579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3141585.500000 Penalty: 5049.309082
	Iteration 32Q: 3 clusters Score -3141586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3141591.250000 Penalty: 5049.309082
	Iteration 33Q: 3 clusters Score -3141591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3141596.000000 Penalty: 5049.309082
	Iteration 34Q: 3 clusters Score -3141596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3141600.500000 Penalty: 5049.309082
	Iteration 35Q: 3 clusters Score -3141600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3141600.000000 Penalty: 5049.309082
	Iteration 36Q: 3 clusters Score -3141600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3141602.500000 Penalty: 5049.309082
	Iteration 37Q: 3 clusters Score -3141602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3141602.250000 Penalty: 5049.309082
	Iteration 38Q: 3 clusters Score -3141602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3141603.500000 Penalty: 5049.309082
	Iteration 39Q: 3 clusters Score -3141604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3141608.500000 Penalty: 5049.309082
	Iteration 40F: 3 clusters Score -3141608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3141605.750000 Penalty: 5049.309082
	Iteration 41Q: 3 clusters Score -3141606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3141605.500000 Penalty: 5049.309082
	Iteration 42Q: 3 clusters Score -3141606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3141607.250000 Penalty: 5049.309082
	Iteration 43Q: 3 clusters Score -3141607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3141609.000000 Penalty: 5049.309082
	Iteration 44Q: 3 clusters Score -3141609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3141610.000000 Penalty: 5049.309082
	Iteration 45Q: 3 clusters Score -3141610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3141610.000000 Penalty: 5049.309082
	Iteration 46F: 3 clusters Score -3141610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99478 members 
Mstep: Class 7 contains 154355 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111213 members 
Mstep: Class 10 contains 164049 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161180 members 
Mstep: Class 13 contains 182182 members 
Mstep: Class 14 contains 192685 members 
Mstep: Class 15 contains 90895 members 
Mstep: Class 16 contains 164197 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78220 members 
Mstep: Class 19 contains 14686 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721776.000000 Penalty: 88616.031250
Iteration 479Q: 26 clusters Score -1.947218e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99475 members 
Mstep: Class 7 contains 154356 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111206 members 
Mstep: Class 10 contains 164048 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161179 members 
Mstep: Class 13 contains 182186 members 
Mstep: Class 14 contains 192677 members 
Mstep: Class 15 contains 90896 members 
Mstep: Class 16 contains 164207 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78216 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721824.000000 Penalty: 88616.031250
Iteration 480F: 26 clusters Score -1.947218e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99475 members 
Mstep: Class 7 contains 154357 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111194 members 
Mstep: Class 10 contains 164043 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161180 members 
Mstep: Class 13 contains 182195 members 
Mstep: Class 14 contains 192676 members 
Mstep: Class 15 contains 90896 members 
Mstep: Class 16 contains 164213 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78214 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721936.000000 Penalty: 88616.031250
Iteration 481Q: 26 clusters Score -1.947219e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99472 members 
Mstep: Class 7 contains 154359 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111191 members 
Mstep: Class 10 contains 164046 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161180 members 
Mstep: Class 13 contains 182196 members 
Mstep: Class 14 contains 192667 members 
Mstep: Class 15 contains 90897 members 
Mstep: Class 16 contains 164220 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78212 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721968.000000 Penalty: 88616.031250
Iteration 482Q: 26 clusters Score -1.94722e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99472 members 
Mstep: Class 7 contains 154357 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111191 members 
Mstep: Class 10 contains 164047 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161181 members 
Mstep: Class 13 contains 182193 members 
Mstep: Class 14 contains 192668 members 
Mstep: Class 15 contains 90899 members 
Mstep: Class 16 contains 164225 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78208 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722064.000000 Penalty: 88616.031250
Iteration 483Q: 26 clusters Score -1.947221e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99469 members 
Mstep: Class 7 contains 154360 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111191 members 
Mstep: Class 10 contains 164053 members 
Mstep: Class 11 contains 6625 members 
Mstep: Class 12 contains 161182 members 
Mstep: Class 13 contains 182191 members 
Mstep: Class 14 contains 192671 members 
Mstep: Class 15 contains 90900 members 
Mstep: Class 16 contains 164226 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721936.000000 Penalty: 88616.031250
Iteration 484Q: 26 clusters Score -1.947219e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99466 members 
Mstep: Class 7 contains 154360 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111191 members 
Mstep: Class 10 contains 164056 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161178 members 
Mstep: Class 13 contains 182187 members 
Mstep: Class 14 contains 192672 members 
Mstep: Class 15 contains 90905 members 
Mstep: Class 16 contains 164229 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78203 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3957 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721952.000000 Penalty: 88616.031250
Iteration 485Q: 26 clusters Score -1.94722e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99465 members 
Mstep: Class 7 contains 154363 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111190 members 
Mstep: Class 10 contains 164055 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161176 members 
Mstep: Class 13 contains 182185 members 
Mstep: Class 14 contains 192672 members 
Mstep: Class 15 contains 90903 members 
Mstep: Class 16 contains 164236 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78202 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3958 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721696.000000 Penalty: 88616.031250
Iteration 486Q: 26 clusters Score -1.947217e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99468 members 
Mstep: Class 7 contains 154360 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111188 members 
Mstep: Class 10 contains 164056 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161174 members 
Mstep: Class 13 contains 182183 members 
Mstep: Class 14 contains 192680 members 
Mstep: Class 15 contains 90902 members 
Mstep: Class 16 contains 164238 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78202 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3958 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 487Q: 26 clusters Score -1.947218e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99467 members 
Mstep: Class 7 contains 154358 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111186 members 
Mstep: Class 10 contains 164057 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161173 members 
Mstep: Class 13 contains 182187 members 
Mstep: Class 14 contains 192675 members 
Mstep: Class 15 contains 90900 members 
Mstep: Class 16 contains 164243 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78201 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 488Q: 26 clusters Score -1.947218e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99465 members 
Mstep: Class 7 contains 154358 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111188 members 
Mstep: Class 10 contains 164050 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161172 members 
Mstep: Class 13 contains 182188 members 
Mstep: Class 14 contains 192673 members 
Mstep: Class 15 contains 90897 members 
Mstep: Class 16 contains 164249 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78200 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3960 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722000.000000 Penalty: 88616.031250
Iteration 489Q: 26 clusters Score -1.94722e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99461 members 
Mstep: Class 7 contains 154358 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111186 members 
Mstep: Class 10 contains 164047 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161173 members 
Mstep: Class 13 contains 182194 members 
Mstep: Class 14 contains 192667 members 
Mstep: Class 15 contains 90896 members 
Mstep: Class 16 contains 164246 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78205 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3961 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721952.000000 Penalty: 88616.031250
Iteration 490Q: 26 clusters Score -1.94722e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99457 members 
Mstep: Class 7 contains 154355 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111186 members 
Mstep: Class 10 contains 164045 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161175 members 
Mstep: Class 13 contains 182198 members 
Mstep: Class 14 contains 192662 members 
Mstep: Class 15 contains 90895 members 
Mstep: Class 16 contains 164252 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78208 members 
Mstep: Class 19 contains 14692 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3962 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721728.000000 Penalty: 88616.031250
Iteration 491Q: 26 clusters Score -1.947217e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99457 members 
Mstep: Class 7 contains 154356 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111187 members 
Mstep: Class 10 contains 164048 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161174 members 
Mstep: Class 13 contains 182198 members 
Mstep: Class 14 contains 192654 members 
Mstep: Class 15 contains 90894 members 
Mstep: Class 16 contains 164253 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78209 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3963 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721616.000000 Penalty: 88616.031250
Iteration 492Q: 26 clusters Score -1.947216e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138279 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99458 members 
Mstep: Class 7 contains 154356 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111187 members 
Mstep: Class 10 contains 164038 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161174 members 
Mstep: Class 13 contains 182201 members 
Mstep: Class 14 contains 192658 members 
Mstep: Class 15 contains 90893 members 
Mstep: Class 16 contains 164256 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78209 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3964 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721680.000000 Penalty: 88616.031250
Iteration 493Q: 26 clusters Score -1.947217e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138277 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99459 members 
Mstep: Class 7 contains 154358 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111185 members 
Mstep: Class 10 contains 164034 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161169 members 
Mstep: Class 13 contains 182202 members 
Mstep: Class 14 contains 192660 members 
Mstep: Class 15 contains 90892 members 
Mstep: Class 16 contains 164258 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78210 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721760.000000 Penalty: 88616.031250
Iteration 494Q: 26 clusters Score -1.947218e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138278 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99455 members 
Mstep: Class 7 contains 154358 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111184 members 
Mstep: Class 10 contains 164027 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161165 members 
Mstep: Class 13 contains 182204 members 
Mstep: Class 14 contains 192667 members 
Mstep: Class 15 contains 90891 members 
Mstep: Class 16 contains 164258 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78212 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3967 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721696.000000 Penalty: 88616.031250
Iteration 495Q: 26 clusters Score -1.947217e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99452 members 
Mstep: Class 7 contains 154359 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111181 members 
Mstep: Class 10 contains 164026 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161162 members 
Mstep: Class 13 contains 182205 members 
Mstep: Class 14 contains 192671 members 
Mstep: Class 15 contains 90891 members 
Mstep: Class 16 contains 164256 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78213 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3969 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721696.000000 Penalty: 88616.031250
Iteration 496Q: 26 clusters Score -1.947217e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138280 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99451 members 
Mstep: Class 7 contains 154362 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111180 members 
Mstep: Class 10 contains 164032 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161159 members 
Mstep: Class 13 contains 182206 members 
Mstep: Class 14 contains 192671 members 
Mstep: Class 15 contains 90889 members 
Mstep: Class 16 contains 164250 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78214 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721728.000000 Penalty: 88616.031250
Iteration 497Q: 26 clusters Score -1.947217e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99449 members 
Mstep: Class 7 contains 154364 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111178 members 
Mstep: Class 10 contains 164036 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161156 members 
Mstep: Class 13 contains 182207 members 
Mstep: Class 14 contains 192668 members 
Mstep: Class 15 contains 90889 members 
Mstep: Class 16 contains 164245 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78216 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3971 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721744.000000 Penalty: 88616.031250
Iteration 498Q: 26 clusters Score -1.947217e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99448 members 
Mstep: Class 7 contains 154363 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111178 members 
Mstep: Class 10 contains 164039 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161156 members 
Mstep: Class 13 contains 182212 members 
Mstep: Class 14 contains 192657 members 
Mstep: Class 15 contains 90889 members 
Mstep: Class 16 contains 164253 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78217 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721808.000000 Penalty: 88616.031250
Iteration 499Q: 26 clusters Score -1.947218e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 4956 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 1327 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 99450 members 
Mstep: Class 7 contains 154363 members 
Mstep: Class 8 contains 1013 members 
Mstep: Class 9 contains 111177 members 
Mstep: Class 10 contains 164035 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 161152 members 
Mstep: Class 13 contains 182219 members 
Mstep: Class 14 contains 192651 members 
Mstep: Class 15 contains 90892 members 
Mstep: Class 16 contains 164257 members 
Mstep: Class 17 contains 765 members 
Mstep: Class 18 contains 78218 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 1261 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 655 members 
Mstep: Class 23 contains 3973 members 
Mstep: Class 24 contains 686 members 
Mstep: Class 25 contains 26409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721824.000000 Penalty: 88616.031250
Iteration 500F: 26 clusters Score -1.947218e+08 nChanged 77
Maximum iterations exceeded
--- Evaluating fit on full set of 4835620 points ---
Entering Unmasked Estep 
Score: -600842048.000000 Penalty: 95427.421875
21->26 Clusters: Score -600842048.000000, best is -600839680.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1611873 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76395 members 
Mstep: Class 2 contains 77097 members 
Mstep: Class 3 contains 76876 members 
Mstep: Class 4 contains 76603 members 
Mstep: Class 5 contains 76749 members 
Mstep: Class 6 contains 76496 members 
Mstep: Class 7 contains 76955 members 
Mstep: Class 8 contains 76138 members 
Mstep: Class 9 contains 77120 members 
Mstep: Class 10 contains 76988 members 
Mstep: Class 11 contains 76926 members 
Mstep: Class 12 contains 76576 members 
Mstep: Class 13 contains 76103 members 
Mstep: Class 14 contains 76891 members 
Mstep: Class 15 contains 76677 members 
Mstep: Class 16 contains 76895 members 
Mstep: Class 17 contains 76748 members 
Mstep: Class 18 contains 77166 members 
Mstep: Class 19 contains 76848 members 
Mstep: Class 20 contains 77172 members 
Mstep: Class 21 contains 76454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 860.374268 but Gain 3544.640625
Score: -188075520.000000 Penalty: 70892.820312
Iteration 0F: 21 clusters Score -1.880755e+08 nChanged 1530611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2473 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 62128 members 
Mstep: Class 3 contains 99161 members 
Mstep: Class 4 contains 113861 members 
Mstep: Class 5 contains 26249 members 
Mstep: Class 6 contains 88623 members 
Mstep: Class 7 contains 52080 members 
Mstep: Class 8 contains 59527 members 
Mstep: Class 9 contains 131333 members 
Mstep: Class 10 contains 57498 members 
Mstep: Class 11 contains 33080 members 
Mstep: Class 12 contains 148419 members 
Mstep: Class 13 contains 37557 members 
Mstep: Class 14 contains 96458 members 
Mstep: Class 15 contains 147698 members 
Mstep: Class 16 contains 94035 members 
Mstep: Class 17 contains 48796 members 
Mstep: Class 18 contains 172488 members 
Mstep: Class 19 contains 22320 members 
Mstep: Class 20 contains 54205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192151216.000000 Penalty: 70892.820312
Iteration 1F: 21 clusters Score -1.921512e+08 nChanged 526760
Entering Unmasked Mstep 
Mstep: Class 0 contains 2269 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 39645 members 
Mstep: Class 3 contains 106164 members 
Mstep: Class 4 contains 134749 members 
Mstep: Class 5 contains 13818 members 
Mstep: Class 6 contains 69497 members 
Mstep: Class 7 contains 45960 members 
Mstep: Class 8 contains 37817 members 
Mstep: Class 9 contains 135893 members 
Mstep: Class 10 contains 60524 members 
Mstep: Class 11 contains 20098 members 
Mstep: Class 12 contains 169403 members 
Mstep: Class 13 contains 25785 members 
Mstep: Class 14 contains 102823 members 
Mstep: Class 15 contains 166497 members 
Mstep: Class 16 contains 109260 members 
Mstep: Class 17 contains 34933 members 
Mstep: Class 18 contains 231720 members 
Mstep: Class 19 contains 14482 members 
Mstep: Class 20 contains 34468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192730128.000000 Penalty: 70892.820312
Iteration 2F: 21 clusters Score -1.927301e+08 nChanged 364482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2127 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 28175 members 
Mstep: Class 3 contains 104491 members 
Mstep: Class 4 contains 148023 members 
Mstep: Class 5 contains 7525 members 
Mstep: Class 6 contains 51324 members 
Mstep: Class 7 contains 38589 members 
Mstep: Class 8 contains 26137 members 
Mstep: Class 9 contains 155467 members 
Mstep: Class 10 contains 59533 members 
Mstep: Class 11 contains 12746 members 
Mstep: Class 12 contains 193597 members 
Mstep: Class 13 contains 18981 members 
Mstep: Class 14 contains 100468 members 
Mstep: Class 15 contains 191927 members 
Mstep: Class 16 contains 115355 members 
Mstep: Class 17 contains 26623 members 
Mstep: Class 18 contains 254009 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 22667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193038624.000000 Penalty: 70892.820312
Iteration 3F: 21 clusters Score -1.930386e+08 nChanged 291957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1455 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 19700 members 
Mstep: Class 3 contains 102866 members 
Mstep: Class 4 contains 164599 members 
Mstep: Class 5 contains 5220 members 
Mstep: Class 6 contains 37375 members 
Mstep: Class 7 contains 33212 members 
Mstep: Class 8 contains 19778 members 
Mstep: Class 9 contains 173500 members 
Mstep: Class 10 contains 59665 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 215980 members 
Mstep: Class 13 contains 14224 members 
Mstep: Class 14 contains 94069 members 
Mstep: Class 15 contains 229607 members 
Mstep: Class 16 contains 120062 members 
Mstep: Class 17 contains 20781 members 
Mstep: Class 18 contains 235906 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 15861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193337344.000000 Penalty: 70892.820312
Iteration 4F: 21 clusters Score -1.933373e+08 nChanged 257514
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 12814 members 
Mstep: Class 3 contains 100904 members 
Mstep: Class 4 contains 187782 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 27028 members 
Mstep: Class 7 contains 30777 members 
Mstep: Class 8 contains 15900 members 
Mstep: Class 9 contains 185120 members 
Mstep: Class 10 contains 62029 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 224201 members 
Mstep: Class 13 contains 10601 members 
Mstep: Class 14 contains 89431 members 
Mstep: Class 15 contains 272421 members 
Mstep: Class 16 contains 124589 members 
Mstep: Class 17 contains 16344 members 
Mstep: Class 18 contains 199485 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 11070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193595856.000000 Penalty: 70892.820312
Iteration 5F: 21 clusters Score -1.935959e+08 nChanged 225546
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 8052 members 
Mstep: Class 3 contains 98599 members 
Mstep: Class 4 contains 211991 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 21360 members 
Mstep: Class 7 contains 30625 members 
Mstep: Class 8 contains 13380 members 
Mstep: Class 9 contains 189422 members 
Mstep: Class 10 contains 66302 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 213264 members 
Mstep: Class 13 contains 7924 members 
Mstep: Class 14 contains 88063 members 
Mstep: Class 15 contains 311534 members 
Mstep: Class 16 contains 129989 members 
Mstep: Class 17 contains 12863 members 
Mstep: Class 18 contains 165409 members 
Mstep: Class 19 contains 10084 members 
Mstep: Class 20 contains 6796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193758000.000000 Penalty: 70892.820312
Iteration 6F: 21 clusters Score -1.93758e+08 nChanged 197528
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 5956 members 
Mstep: Class 3 contains 96277 members 
Mstep: Class 4 contains 224577 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 18714 members 
Mstep: Class 7 contains 31438 members 
Mstep: Class 8 contains 11347 members 
Mstep: Class 9 contains 186491 members 
Mstep: Class 10 contains 71051 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 194825 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 87664 members 
Mstep: Class 15 contains 347527 members 
Mstep: Class 16 contains 135735 members 
Mstep: Class 17 contains 10003 members 
Mstep: Class 18 contains 144550 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193848656.000000 Penalty: 70892.820312
Iteration 7F: 21 clusters Score -1.938487e+08 nChanged 183166
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 93139 members 
Mstep: Class 4 contains 224220 members 
Mstep: Class 5 contains 1768 members 
Mstep: Class 6 contains 16983 members 
Mstep: Class 7 contains 32446 members 
Mstep: Class 8 contains 9811 members 
Mstep: Class 9 contains 179764 members 
Mstep: Class 10 contains 75857 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 188094 members 
Mstep: Class 13 contains 4242 members 
Mstep: Class 14 contains 86874 members 
Mstep: Class 15 contains 367340 members 
Mstep: Class 16 contains 140428 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 140599 members 
Mstep: Class 19 contains 9241 members 
Mstep: Class 20 contains 3921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3326.211182 but Gain 3544.640625
Score: -193890720.000000 Penalty: 67348.179688
Iteration 8F: 20 clusters Score -1.938907e+08 nChanged 158807
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 90612 members 
Mstep: Class 4 contains 220054 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 16033 members 
Mstep: Class 7 contains 34003 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 174454 members 
Mstep: Class 10 contains 81751 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 12 contains 191500 members 
Mstep: Class 14 contains 87586 members 
Mstep: Class 15 contains 361967 members 
Mstep: Class 16 contains 147624 members 
Mstep: Class 17 contains 6161 members 
Mstep: Class 18 contains 146504 members 
Mstep: Class 19 contains 8695 members 
Mstep: Class 20 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193967200.000000 Penalty: 67348.179688
Iteration 9F: 20 clusters Score -1.939672e+08 nChanged 132845
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 4600 members 
Mstep: Class 3 contains 88129 members 
Mstep: Class 4 contains 211536 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 15519 members 
Mstep: Class 7 contains 35674 members 
Mstep: Class 8 contains 8359 members 
Mstep: Class 9 contains 168296 members 
Mstep: Class 10 contains 87576 members 
Mstep: Class 11 contains 5515 members 
Mstep: Class 12 contains 197034 members 
Mstep: Class 14 contains 89279 members 
Mstep: Class 15 contains 347635 members 
Mstep: Class 16 contains 157542 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 154609 members 
Mstep: Class 19 contains 8158 members 
Mstep: Class 20 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194043056.000000 Penalty: 67348.179688
Iteration 10F: 20 clusters Score -1.940431e+08 nChanged 117402
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 85787 members 
Mstep: Class 4 contains 200438 members 
Mstep: Class 5 contains 1550 members 
Mstep: Class 6 contains 15268 members 
Mstep: Class 7 contains 37304 members 
Mstep: Class 8 contains 7856 members 
Mstep: Class 9 contains 161711 members 
Mstep: Class 10 contains 93344 members 
Mstep: Class 11 contains 5930 members 
Mstep: Class 12 contains 198490 members 
Mstep: Class 14 contains 93101 members 
Mstep: Class 15 contains 335445 members 
Mstep: Class 16 contains 172334 members 
Mstep: Class 17 contains 3966 members 
Mstep: Class 18 contains 159670 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 3659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3303.162109 but Gain 3544.640625
Score: -194110384.000000 Penalty: 63803.539062
Iteration 11F: 19 clusters Score -1.941104e+08 nChanged 115493
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 83894 members 
Mstep: Class 4 contains 189339 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 6 contains 15144 members 
Mstep: Class 7 contains 38896 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 155549 members 
Mstep: Class 10 contains 98801 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 194427 members 
Mstep: Class 14 contains 99030 members 
Mstep: Class 15 contains 326458 members 
Mstep: Class 16 contains 194720 members 
Mstep: Class 18 contains 159465 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 3630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194173456.000000 Penalty: 63803.539062
Iteration 12F: 19 clusters Score -1.941735e+08 nChanged 113139
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 4630 members 
Mstep: Class 3 contains 82047 members 
Mstep: Class 4 contains 178020 members 
Mstep: Class 5 contains 1507 members 
Mstep: Class 6 contains 15198 members 
Mstep: Class 7 contains 40351 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 149244 members 
Mstep: Class 10 contains 103673 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 185588 members 
Mstep: Class 14 contains 106936 members 
Mstep: Class 15 contains 317347 members 
Mstep: Class 16 contains 222193 members 
Mstep: Class 18 contains 153801 members 
Mstep: Class 19 contains 7664 members 
Mstep: Class 20 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194213024.000000 Penalty: 63803.539062
Iteration 13F: 19 clusters Score -1.94213e+08 nChanged 115930
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 81425 members 
Mstep: Class 4 contains 166686 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 15388 members 
Mstep: Class 7 contains 41811 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 143702 members 
Mstep: Class 10 contains 108376 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 173335 members 
Mstep: Class 14 contains 116992 members 
Mstep: Class 15 contains 311776 members 
Mstep: Class 16 contains 249025 members 
Mstep: Class 18 contains 144734 members 
Mstep: Class 19 contains 7735 members 
Mstep: Class 20 contains 3639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194241120.000000 Penalty: 63803.539062
Iteration 14F: 19 clusters Score -1.942411e+08 nChanged 107649
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 81644 members 
Mstep: Class 4 contains 158275 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15650 members 
Mstep: Class 7 contains 43147 members 
Mstep: Class 8 contains 6172 members 
Mstep: Class 9 contains 138805 members 
Mstep: Class 10 contains 112643 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 162412 members 
Mstep: Class 14 contains 126821 members 
Mstep: Class 15 contains 308223 members 
Mstep: Class 16 contains 266169 members 
Mstep: Class 18 contains 138229 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 3660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194266032.000000 Penalty: 63803.539062
Iteration 15F: 19 clusters Score -1.94266e+08 nChanged 94968
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 4912 members 
Mstep: Class 3 contains 82119 members 
Mstep: Class 4 contains 154231 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 15985 members 
Mstep: Class 7 contains 44367 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 134364 members 
Mstep: Class 10 contains 116810 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 155586 members 
Mstep: Class 14 contains 135481 members 
Mstep: Class 15 contains 303442 members 
Mstep: Class 16 contains 272645 members 
Mstep: Class 18 contains 135797 members 
Mstep: Class 19 contains 8059 members 
Mstep: Class 20 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194287056.000000 Penalty: 63803.539062
Iteration 16F: 19 clusters Score -1.942871e+08 nChanged 84802
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 82874 members 
Mstep: Class 4 contains 153393 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 16526 members 
Mstep: Class 7 contains 45401 members 
Mstep: Class 8 contains 5685 members 
Mstep: Class 9 contains 130195 members 
Mstep: Class 10 contains 120899 members 
Mstep: Class 11 contains 9718 members 
Mstep: Class 12 contains 152577 members 
Mstep: Class 14 contains 142947 members 
Mstep: Class 15 contains 297594 members 
Mstep: Class 16 contains 271072 members 
Mstep: Class 18 contains 135959 members 
Mstep: Class 19 contains 8240 members 
Mstep: Class 20 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194312640.000000 Penalty: 63803.539062
Iteration 17F: 19 clusters Score -1.943126e+08 nChanged 74946
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 83613 members 
Mstep: Class 4 contains 154258 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 17285 members 
Mstep: Class 7 contains 46341 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 126034 members 
Mstep: Class 10 contains 124588 members 
Mstep: Class 11 contains 10708 members 
Mstep: Class 12 contains 152106 members 
Mstep: Class 14 contains 149611 members 
Mstep: Class 15 contains 291365 members 
Mstep: Class 16 contains 264613 members 
Mstep: Class 18 contains 137968 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194332928.000000 Penalty: 63803.539062
Iteration 18Q: 19 clusters Score -1.943329e+08 nChanged 68335
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 84361 members 
Mstep: Class 4 contains 155552 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 18229 members 
Mstep: Class 7 contains 47395 members 
Mstep: Class 8 contains 5406 members 
Mstep: Class 9 contains 122085 members 
Mstep: Class 10 contains 127947 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 153116 members 
Mstep: Class 14 contains 156797 members 
Mstep: Class 15 contains 284508 members 
Mstep: Class 16 contains 255028 members 
Mstep: Class 18 contains 140729 members 
Mstep: Class 19 contains 8553 members 
Mstep: Class 20 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194349904.000000 Penalty: 63803.539062
Iteration 19Q: 19 clusters Score -1.943499e+08 nChanged 64999
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 85237 members 
Mstep: Class 4 contains 156516 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 19308 members 
Mstep: Class 7 contains 48549 members 
Mstep: Class 8 contains 5325 members 
Mstep: Class 9 contains 118607 members 
Mstep: Class 10 contains 131061 members 
Mstep: Class 11 contains 12828 members 
Mstep: Class 12 contains 154246 members 
Mstep: Class 14 contains 166838 members 
Mstep: Class 15 contains 275751 members 
Mstep: Class 16 contains 243393 members 
Mstep: Class 18 contains 143720 members 
Mstep: Class 19 contains 8730 members 
Mstep: Class 20 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194365888.000000 Penalty: 63803.539062
Iteration 20F: 19 clusters Score -1.943659e+08 nChanged 64220
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 86232 members 
Mstep: Class 4 contains 157051 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 20661 members 
Mstep: Class 7 contains 49813 members 
Mstep: Class 8 contains 5261 members 
Mstep: Class 9 contains 115282 members 
Mstep: Class 10 contains 133954 members 
Mstep: Class 11 contains 13886 members 
Mstep: Class 12 contains 155023 members 
Mstep: Class 14 contains 180127 members 
Mstep: Class 15 contains 264812 members 
Mstep: Class 16 contains 230671 members 
Mstep: Class 18 contains 146747 members 
Mstep: Class 19 contains 8974 members 
Mstep: Class 20 contains 3839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194382992.000000 Penalty: 63803.539062
Iteration 21Q: 19 clusters Score -1.94383e+08 nChanged 66107
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 87081 members 
Mstep: Class 4 contains 156432 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 22216 members 
Mstep: Class 7 contains 51190 members 
Mstep: Class 8 contains 5276 members 
Mstep: Class 9 contains 112023 members 
Mstep: Class 10 contains 136393 members 
Mstep: Class 11 contains 14867 members 
Mstep: Class 12 contains 155514 members 
Mstep: Class 14 contains 197247 members 
Mstep: Class 15 contains 252022 members 
Mstep: Class 16 contains 217698 members 
Mstep: Class 18 contains 149417 members 
Mstep: Class 19 contains 9227 members 
Mstep: Class 20 contains 3877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194396544.000000 Penalty: 63803.539062
Iteration 22Q: 19 clusters Score -1.943965e+08 nChanged 71125
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 5908 members 
Mstep: Class 3 contains 87551 members 
Mstep: Class 4 contains 154141 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 23821 members 
Mstep: Class 7 contains 52669 members 
Mstep: Class 8 contains 5287 members 
Mstep: Class 9 contains 108891 members 
Mstep: Class 10 contains 138271 members 
Mstep: Class 11 contains 15708 members 
Mstep: Class 12 contains 155845 members 
Mstep: Class 14 contains 218923 members 
Mstep: Class 15 contains 238164 members 
Mstep: Class 16 contains 204420 members 
Mstep: Class 18 contains 151264 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 3907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194410176.000000 Penalty: 63803.539062
Iteration 23Q: 19 clusters Score -1.944102e+08 nChanged 75625
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 87591 members 
Mstep: Class 4 contains 150638 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 25544 members 
Mstep: Class 7 contains 54306 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 105818 members 
Mstep: Class 10 contains 139590 members 
Mstep: Class 11 contains 16376 members 
Mstep: Class 12 contains 155532 members 
Mstep: Class 14 contains 243578 members 
Mstep: Class 15 contains 224339 members 
Mstep: Class 16 contains 191702 members 
Mstep: Class 18 contains 152112 members 
Mstep: Class 19 contains 9720 members 
Mstep: Class 20 contains 3948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194424656.000000 Penalty: 63803.539062
Iteration 24Q: 19 clusters Score -1.944247e+08 nChanged 74559
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 6121 members 
Mstep: Class 3 contains 87524 members 
Mstep: Class 4 contains 147267 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 27186 members 
Mstep: Class 7 contains 56089 members 
Mstep: Class 8 contains 5209 members 
Mstep: Class 9 contains 102683 members 
Mstep: Class 10 contains 140302 members 
Mstep: Class 11 contains 16971 members 
Mstep: Class 12 contains 154748 members 
Mstep: Class 14 contains 266701 members 
Mstep: Class 15 contains 212255 members 
Mstep: Class 16 contains 180354 members 
Mstep: Class 18 contains 152458 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 3989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194436096.000000 Penalty: 63803.539062
Iteration 25Q: 19 clusters Score -1.944361e+08 nChanged 70582
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 3 contains 87580 members 
Mstep: Class 4 contains 144686 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 28725 members 
Mstep: Class 7 contains 58062 members 
Mstep: Class 8 contains 5147 members 
Mstep: Class 9 contains 99542 members 
Mstep: Class 10 contains 140931 members 
Mstep: Class 11 contains 17616 members 
Mstep: Class 12 contains 154547 members 
Mstep: Class 14 contains 284067 members 
Mstep: Class 15 contains 201634 members 
Mstep: Class 16 contains 171508 members 
Mstep: Class 18 contains 153065 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194446208.000000 Penalty: 63803.539062
Iteration 26Q: 19 clusters Score -1.944462e+08 nChanged 63158
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 6258 members 
Mstep: Class 3 contains 87819 members 
Mstep: Class 4 contains 143729 members 
Mstep: Class 5 contains 1509 members 
Mstep: Class 6 contains 30113 members 
Mstep: Class 7 contains 60295 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 96372 members 
Mstep: Class 10 contains 141621 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 155451 members 
Mstep: Class 14 contains 292209 members 
Mstep: Class 15 contains 193170 members 
Mstep: Class 16 contains 166127 members 
Mstep: Class 18 contains 154135 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 4063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194455792.000000 Penalty: 63803.539062
Iteration 27Q: 19 clusters Score -1.944558e+08 nChanged 56686
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 87919 members 
Mstep: Class 4 contains 143690 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 31403 members 
Mstep: Class 7 contains 62684 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 93370 members 
Mstep: Class 10 contains 142511 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 157479 members 
Mstep: Class 14 contains 294356 members 
Mstep: Class 15 contains 185710 members 
Mstep: Class 16 contains 163186 members 
Mstep: Class 18 contains 155612 members 
Mstep: Class 19 contains 10654 members 
Mstep: Class 20 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194463248.000000 Penalty: 63803.539062
Iteration 28Q: 19 clusters Score -1.944632e+08 nChanged 51523
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 6319 members 
Mstep: Class 3 contains 88367 members 
Mstep: Class 4 contains 144486 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 32481 members 
Mstep: Class 7 contains 65130 members 
Mstep: Class 8 contains 4867 members 
Mstep: Class 9 contains 90578 members 
Mstep: Class 10 contains 143877 members 
Mstep: Class 11 contains 19713 members 
Mstep: Class 12 contains 160295 members 
Mstep: Class 14 contains 290573 members 
Mstep: Class 15 contains 179229 members 
Mstep: Class 16 contains 162102 members 
Mstep: Class 18 contains 157513 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 4105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194469984.000000 Penalty: 63803.539062
Iteration 29Q: 19 clusters Score -1.9447e+08 nChanged 46229
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 6331 members 
Mstep: Class 3 contains 89242 members 
Mstep: Class 4 contains 146317 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 33311 members 
Mstep: Class 7 contains 67579 members 
Mstep: Class 8 contains 4742 members 
Mstep: Class 9 contains 88048 members 
Mstep: Class 10 contains 145782 members 
Mstep: Class 11 contains 20542 members 
Mstep: Class 12 contains 162978 members 
Mstep: Class 14 contains 281702 members 
Mstep: Class 15 contains 174355 members 
Mstep: Class 16 contains 162297 members 
Mstep: Class 18 contains 159483 members 
Mstep: Class 19 contains 10982 members 
Mstep: Class 20 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194476480.000000 Penalty: 63803.539062
Iteration 30Q: 19 clusters Score -1.944765e+08 nChanged 44562
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 90451 members 
Mstep: Class 4 contains 148947 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 33998 members 
Mstep: Class 7 contains 69931 members 
Mstep: Class 8 contains 4628 members 
Mstep: Class 9 contains 85815 members 
Mstep: Class 10 contains 148701 members 
Mstep: Class 11 contains 21481 members 
Mstep: Class 12 contains 165640 members 
Mstep: Class 14 contains 268840 members 
Mstep: Class 15 contains 170633 members 
Mstep: Class 16 contains 163057 members 
Mstep: Class 18 contains 161394 members 
Mstep: Class 19 contains 11106 members 
Mstep: Class 20 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486624.000000 Penalty: 63803.539062
Iteration 31Q: 19 clusters Score -1.944866e+08 nChanged 43495
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 91946 members 
Mstep: Class 4 contains 151945 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 34411 members 
Mstep: Class 7 contains 72238 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 83860 members 
Mstep: Class 10 contains 152268 members 
Mstep: Class 11 contains 22443 members 
Mstep: Class 12 contains 168500 members 
Mstep: Class 14 contains 254406 members 
Mstep: Class 15 contains 167388 members 
Mstep: Class 16 contains 163756 members 
Mstep: Class 18 contains 162985 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194498160.000000 Penalty: 63803.539062
Iteration 32Q: 19 clusters Score -1.944982e+08 nChanged 43410
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 93649 members 
Mstep: Class 4 contains 155271 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 34621 members 
Mstep: Class 7 contains 74502 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 82080 members 
Mstep: Class 10 contains 156353 members 
Mstep: Class 11 contains 23462 members 
Mstep: Class 12 contains 171377 members 
Mstep: Class 14 contains 238901 members 
Mstep: Class 15 contains 164915 members 
Mstep: Class 16 contains 164152 members 
Mstep: Class 18 contains 164139 members 
Mstep: Class 19 contains 11333 members 
Mstep: Class 20 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194508672.000000 Penalty: 63803.539062
Iteration 33Q: 19 clusters Score -1.945087e+08 nChanged 43670
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 95409 members 
Mstep: Class 4 contains 159110 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 34656 members 
Mstep: Class 7 contains 76586 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 80491 members 
Mstep: Class 10 contains 161615 members 
Mstep: Class 11 contains 24525 members 
Mstep: Class 12 contains 173742 members 
Mstep: Class 14 contains 223072 members 
Mstep: Class 15 contains 162957 members 
Mstep: Class 16 contains 163753 members 
Mstep: Class 18 contains 164835 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 4119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194519024.000000 Penalty: 63803.539062
Iteration 34Q: 19 clusters Score -1.94519e+08 nChanged 43597
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 97246 members 
Mstep: Class 4 contains 163130 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 34564 members 
Mstep: Class 7 contains 78399 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 78962 members 
Mstep: Class 10 contains 167656 members 
Mstep: Class 11 contains 25659 members 
Mstep: Class 12 contains 175550 members 
Mstep: Class 14 contains 207742 members 
Mstep: Class 15 contains 161307 members 
Mstep: Class 16 contains 162890 members 
Mstep: Class 18 contains 165088 members 
Mstep: Class 19 contains 11561 members 
Mstep: Class 20 contains 4111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194529760.000000 Penalty: 63803.539062
Iteration 35Q: 19 clusters Score -1.945298e+08 nChanged 43458
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 99153 members 
Mstep: Class 4 contains 166822 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 34287 members 
Mstep: Class 7 contains 80137 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 77612 members 
Mstep: Class 10 contains 173748 members 
Mstep: Class 11 contains 26740 members 
Mstep: Class 12 contains 177025 members 
Mstep: Class 14 contains 193506 members 
Mstep: Class 15 contains 159884 members 
Mstep: Class 16 contains 161830 members 
Mstep: Class 18 contains 165044 members 
Mstep: Class 19 contains 11659 members 
Mstep: Class 20 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194540272.000000 Penalty: 63803.539062
Iteration 36Q: 19 clusters Score -1.945403e+08 nChanged 41308
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 6384 members 
Mstep: Class 3 contains 100793 members 
Mstep: Class 4 contains 169905 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 33845 members 
Mstep: Class 7 contains 81750 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 76405 members 
Mstep: Class 10 contains 179092 members 
Mstep: Class 11 contains 27780 members 
Mstep: Class 12 contains 178089 members 
Mstep: Class 14 contains 181707 members 
Mstep: Class 15 contains 158822 members 
Mstep: Class 16 contains 160736 members 
Mstep: Class 18 contains 164677 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194547872.000000 Penalty: 63803.539062
Iteration 37Q: 19 clusters Score -1.945479e+08 nChanged 38284
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 102240 members 
Mstep: Class 4 contains 172124 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 6 contains 33168 members 
Mstep: Class 7 contains 83230 members 
Mstep: Class 8 contains 3988 members 
Mstep: Class 9 contains 75368 members 
Mstep: Class 10 contains 183103 members 
Mstep: Class 11 contains 28634 members 
Mstep: Class 12 contains 179008 members 
Mstep: Class 14 contains 172745 members 
Mstep: Class 15 contains 158090 members 
Mstep: Class 16 contains 159754 members 
Mstep: Class 18 contains 164140 members 
Mstep: Class 19 contains 11849 members 
Mstep: Class 20 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194554208.000000 Penalty: 63803.539062
Iteration 38Q: 19 clusters Score -1.945542e+08 nChanged 35969
Entering ConstructFrom: 
Score: -194554208.000000 Penalty: 63803.539062
Entering ConstructFrom: 
Trying to split cluster 1 (74270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Entering Unmasked Estep 
Score: -9227562.000000 Penalty: 2781.434814
	Iteration 0F: 2 clusters Score -9227562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -9177690.000000 Penalty: 5562.869629
	Iteration 0F: 3 clusters Score -9177690 nChanged 35034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -9198784.000000 Penalty: 5562.869629
	Iteration 1F: 3 clusters Score -9198784 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -9201121.000000 Penalty: 5562.869629
	Iteration 2F: 3 clusters Score -9201121 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -9204659.000000 Penalty: 5562.869629
	Iteration 3F: 3 clusters Score -9204659 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -9209174.000000 Penalty: 5562.869629
	Iteration 4F: 3 clusters Score -9209174 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -9214291.000000 Penalty: 5562.869629
	Iteration 5F: 3 clusters Score -9214291 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -9218835.000000 Penalty: 5562.869629
	Iteration 6F: 3 clusters Score -9218835 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -9222205.000000 Penalty: 5562.869629
	Iteration 7Q: 3 clusters Score -9222205 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -9224228.000000 Penalty: 5562.869629
	Iteration 8Q: 3 clusters Score -9224228 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -9225156.000000 Penalty: 5562.869629
	Iteration 9Q: 3 clusters Score -9225156 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -9225616.000000 Penalty: 5562.869629
	Iteration 10Q: 3 clusters Score -9225616 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -9225832.000000 Penalty: 5562.869629
	Iteration 11Q: 3 clusters Score -9225832 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -9225985.000000 Penalty: 5562.869629
	Iteration 12Q: 3 clusters Score -9225985 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -9226133.000000 Penalty: 5562.869629
	Iteration 13Q: 3 clusters Score -9226133 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -9226204.000000 Penalty: 5562.869629
	Iteration 14Q: 3 clusters Score -9226204 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -9226287.000000 Penalty: 5562.869629
	Iteration 15Q: 3 clusters Score -9226287 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -9226343.000000 Penalty: 5562.869629
	Iteration 16Q: 3 clusters Score -9226343 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9226403.000000 Penalty: 5562.869629
	Iteration 17Q: 3 clusters Score -9226403 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 71235 members 
Entering Unmasked Estep 
Score: -9226434.000000 Penalty: 5562.869629
	Iteration 18Q: 3 clusters Score -9226434 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -9226463.000000 Penalty: 5562.869629
	Iteration 19Q: 3 clusters Score -9226463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -9226468.000000 Penalty: 5562.869629
	Iteration 20F: 3 clusters Score -9226468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -9226496.000000 Penalty: 5562.869629
	Iteration 21Q: 3 clusters Score -9226496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -9226491.000000 Penalty: 5562.869629
	Iteration 22Q: 3 clusters Score -9226491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -9226490.000000 Penalty: 5562.869629
	Iteration 23Q: 3 clusters Score -9226490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -9226519.000000 Penalty: 5562.869629
	Iteration 24Q: 3 clusters Score -9226519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -9226526.000000 Penalty: 5562.869629
	Iteration 25Q: 3 clusters Score -9226526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -9226528.000000 Penalty: 5562.869629
	Iteration 26Q: 3 clusters Score -9226528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 71842 members 
Entering Unmasked Estep 
Score: -9226569.000000 Penalty: 5562.869629
	Iteration 27Q: 3 clusters Score -9226569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 71893 members 
Entering Unmasked Estep 
Score: -9226579.000000 Penalty: 5562.869629
	Iteration 28Q: 3 clusters Score -9226579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -9226582.000000 Penalty: 5562.869629
	Iteration 29Q: 3 clusters Score -9226582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -9226595.000000 Penalty: 5562.869629
	Iteration 30Q: 3 clusters Score -9226595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -9226606.000000 Penalty: 5562.869629
	Iteration 31Q: 3 clusters Score -9226606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -9226615.000000 Penalty: 5562.869629
	Iteration 32Q: 3 clusters Score -9226615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -9226634.000000 Penalty: 5562.869629
	Iteration 33Q: 3 clusters Score -9226634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -9226651.000000 Penalty: 5562.869629
	Iteration 34Q: 3 clusters Score -9226651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -9226650.000000 Penalty: 5562.869629
	Iteration 35Q: 3 clusters Score -9226650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -9226670.000000 Penalty: 5562.869629
	Iteration 36Q: 3 clusters Score -9226670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -9226676.000000 Penalty: 5562.869629
	Iteration 37Q: 3 clusters Score -9226676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -9226677.000000 Penalty: 5562.869629
	Iteration 38Q: 3 clusters Score -9226677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -9226674.000000 Penalty: 5562.869629
	Iteration 39Q: 3 clusters Score -9226674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -9226671.000000 Penalty: 5562.869629
	Iteration 40F: 3 clusters Score -9226671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -9226671.000000 Penalty: 5562.869629
	Iteration 41Q: 3 clusters Score -9226671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -9226679.000000 Penalty: 5562.869629
	Iteration 42Q: 3 clusters Score -9226679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -9226678.000000 Penalty: 5562.869629
	Iteration 43Q: 3 clusters Score -9226678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -9226681.000000 Penalty: 5562.869629
	Iteration 44Q: 3 clusters Score -9226681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -9226688.000000 Penalty: 5562.869629
	Iteration 45Q: 3 clusters Score -9226688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -9226695.000000 Penalty: 5562.869629
	Iteration 46Q: 3 clusters Score -9226695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -9226692.000000 Penalty: 5562.869629
	Iteration 47Q: 3 clusters Score -9226692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -9226692.000000 Penalty: 5562.869629
	Iteration 48F: 3 clusters Score -9226692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -717043.375000 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -717043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -711876.500000 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -711876.5 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -714498.812500 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -714498.8 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -716858.000000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -716858 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -719046.625000 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -719046.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -720341.875000 Penalty: 4345.106934
	Iteration 4F: 3 clusters Score -720341.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -720610.125000 Penalty: 4345.106934
	Iteration 5Q: 3 clusters Score -720610.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -720656.187500 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -720656.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -720667.250000 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -720667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -720669.312500 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -720669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -720668.937500 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -720668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -720672.125000 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -720672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -720672.375000 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -720672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -720674.250000 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -720674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -720677.875000 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -720677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -720677.937500 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -720677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -720678.937500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -720678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -720679.062500 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -720679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -720679.062500 Penalty: 4345.106934
	Iteration 17F: 3 clusters Score -720679.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 74457 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 12 contains 179786 members 
Mstep: Class 13 contains 1013 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 4083 members 
Entering Unmasked Estep 
Score: -194554128.000000 Penalty: 67348.179688
Splitting cluster 2 changes total score from -194554208.000000 to -194554128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (103705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Entering Unmasked Estep 
Score: -12944555.000000 Penalty: 2864.227783
	Iteration 0F: 2 clusters Score -1.294456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -12874828.000000 Penalty: 5728.455566
	Iteration 0F: 3 clusters Score -1.287483e+07 nChanged 49388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -12902719.000000 Penalty: 5728.455566
	Iteration 1F: 3 clusters Score -1.290272e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -12903493.000000 Penalty: 5728.455566
	Iteration 2Q: 3 clusters Score -1.290349e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -12904300.000000 Penalty: 5728.455566
	Iteration 3Q: 3 clusters Score -1.29043e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -12905066.000000 Penalty: 5728.455566
	Iteration 4Q: 3 clusters Score -1.290507e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -12906026.000000 Penalty: 5728.455566
	Iteration 5Q: 3 clusters Score -1.290603e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -12907153.000000 Penalty: 5728.455566
	Iteration 6Q: 3 clusters Score -1.290715e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
Score: -12908678.000000 Penalty: 5728.455566
	Iteration 7Q: 3 clusters Score -1.290868e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -12911070.000000 Penalty: 5728.455566
	Iteration 8Q: 3 clusters Score -1.291107e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -12914599.000000 Penalty: 5728.455566
	Iteration 9F: 3 clusters Score -1.29146e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -12918985.000000 Penalty: 5728.455566
	Iteration 10F: 3 clusters Score -1.291898e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -12923146.000000 Penalty: 5728.455566
	Iteration 11F: 3 clusters Score -1.292315e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -12925658.000000 Penalty: 5728.455566
	Iteration 12Q: 3 clusters Score -1.292566e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -12926845.000000 Penalty: 5728.455566
	Iteration 13Q: 3 clusters Score -1.292684e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -12927582.000000 Penalty: 5728.455566
	Iteration 14Q: 3 clusters Score -1.292758e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -12928258.000000 Penalty: 5728.455566
	Iteration 15Q: 3 clusters Score -1.292826e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -12929022.000000 Penalty: 5728.455566
	Iteration 16Q: 3 clusters Score -1.292902e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -12929820.000000 Penalty: 5728.455566
	Iteration 17Q: 3 clusters Score -1.292982e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -12930617.000000 Penalty: 5728.455566
	Iteration 18Q: 3 clusters Score -1.293062e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -12931492.000000 Penalty: 5728.455566
	Iteration 19Q: 3 clusters Score -1.293149e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -12932514.000000 Penalty: 5728.455566
	Iteration 20F: 3 clusters Score -1.293251e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -12933568.000000 Penalty: 5728.455566
	Iteration 21Q: 3 clusters Score -1.293357e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -12934649.000000 Penalty: 5728.455566
	Iteration 22Q: 3 clusters Score -1.293465e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -12935718.000000 Penalty: 5728.455566
	Iteration 23Q: 3 clusters Score -1.293572e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -12936707.000000 Penalty: 5728.455566
	Iteration 24Q: 3 clusters Score -1.293671e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -12937545.000000 Penalty: 5728.455566
	Iteration 25Q: 3 clusters Score -1.293754e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 97453 members 
Entering Unmasked Estep 
Score: -12938404.000000 Penalty: 5728.455566
	Iteration 26Q: 3 clusters Score -1.29384e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -12939132.000000 Penalty: 5728.455566
	Iteration 27Q: 3 clusters Score -1.293913e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -12939752.000000 Penalty: 5728.455566
	Iteration 28Q: 3 clusters Score -1.293975e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 100264 members 
Entering Unmasked Estep 
Score: -12940242.000000 Penalty: 5728.455566
	Iteration 29Q: 3 clusters Score -1.294024e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -12940599.000000 Penalty: 5728.455566
	Iteration 30Q: 3 clusters Score -1.29406e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -12940922.000000 Penalty: 5728.455566
	Iteration 31Q: 3 clusters Score -1.294092e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -12941137.000000 Penalty: 5728.455566
	Iteration 32Q: 3 clusters Score -1.294114e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -12941348.000000 Penalty: 5728.455566
	Iteration 33Q: 3 clusters Score -1.294135e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -12941475.000000 Penalty: 5728.455566
	Iteration 34Q: 3 clusters Score -1.294148e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -12941614.000000 Penalty: 5728.455566
	Iteration 35Q: 3 clusters Score -1.294161e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -12941704.000000 Penalty: 5728.455566
	Iteration 36Q: 3 clusters Score -1.29417e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 102680 members 
Entering Unmasked Estep 
Score: -12941739.000000 Penalty: 5728.455566
	Iteration 37Q: 3 clusters Score -1.294174e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 102752 members 
Entering Unmasked Estep 
Score: -12941773.000000 Penalty: 5728.455566
	Iteration 38Q: 3 clusters Score -1.294177e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 102814 members 
Entering Unmasked Estep 
Score: -12941796.000000 Penalty: 5728.455566
	Iteration 39Q: 3 clusters Score -1.29418e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -12941823.000000 Penalty: 5728.455566
	Iteration 40F: 3 clusters Score -1.294182e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -12941844.000000 Penalty: 5728.455566
	Iteration 41Q: 3 clusters Score -1.294184e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -12941860.000000 Penalty: 5728.455566
	Iteration 42Q: 3 clusters Score -1.294186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 102970 members 
Entering Unmasked Estep 
Score: -12941872.000000 Penalty: 5728.455566
	Iteration 43Q: 3 clusters Score -1.294187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 102980 members 
Entering Unmasked Estep 
Score: -12941872.000000 Penalty: 5728.455566
	Iteration 44Q: 3 clusters Score -1.294187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 102994 members 
Entering Unmasked Estep 
Score: -12941876.000000 Penalty: 5728.455566
	Iteration 45Q: 3 clusters Score -1.294188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 103013 members 
Entering Unmasked Estep 
Score: -12941869.000000 Penalty: 5728.455566
	Iteration 46Q: 3 clusters Score -1.294187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -12941901.000000 Penalty: 5728.455566
	Iteration 47Q: 3 clusters Score -1.29419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -12941897.000000 Penalty: 5728.455566
	Iteration 48Q: 3 clusters Score -1.29419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -12941897.000000 Penalty: 5728.455566
	Iteration 49Q: 3 clusters Score -1.29419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -12941890.000000 Penalty: 5728.455566
	Iteration 50Q: 3 clusters Score -1.294189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -12941901.000000 Penalty: 5728.455566
	Iteration 51Q: 3 clusters Score -1.29419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -12941906.000000 Penalty: 5728.455566
	Iteration 52Q: 3 clusters Score -1.294191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -12941907.000000 Penalty: 5728.455566
	Iteration 53Q: 3 clusters Score -1.294191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -12941908.000000 Penalty: 5728.455566
	Iteration 54Q: 3 clusters Score -1.294191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -12941909.000000 Penalty: 5728.455566
	Iteration 55Q: 3 clusters Score -1.294191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 103091 members 
Entering Unmasked Estep 
Score: -12941926.000000 Penalty: 5728.455566
	Iteration 56Q: 3 clusters Score -1.294193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 103095 members 
Entering Unmasked Estep 
Score: -12941931.000000 Penalty: 5728.455566
	Iteration 57Q: 3 clusters Score -1.294193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -12941930.000000 Penalty: 5728.455566
	Iteration 58Q: 3 clusters Score -1.294193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -12941951.000000 Penalty: 5728.455566
	Iteration 59Q: 3 clusters Score -1.294195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -12941965.000000 Penalty: 5728.455566
	Iteration 60F: 3 clusters Score -1.294196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 103126 members 
Entering Unmasked Estep 
Score: -12941960.000000 Penalty: 5728.455566
	Iteration 61Q: 3 clusters Score -1.294196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 103135 members 
Entering Unmasked Estep 
Score: -12941961.000000 Penalty: 5728.455566
	Iteration 62Q: 3 clusters Score -1.294196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -12941971.000000 Penalty: 5728.455566
	Iteration 63Q: 3 clusters Score -1.294197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -12941972.000000 Penalty: 5728.455566
	Iteration 64Q: 3 clusters Score -1.294197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -12941979.000000 Penalty: 5728.455566
	Iteration 65Q: 3 clusters Score -1.294198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 103148 members 
Entering Unmasked Estep 
Score: -12941977.000000 Penalty: 5728.455566
	Iteration 66Q: 3 clusters Score -1.294198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 103150 members 
Entering Unmasked Estep 
Score: -12941970.000000 Penalty: 5728.455566
	Iteration 67Q: 3 clusters Score -1.294197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -12941969.000000 Penalty: 5728.455566
	Iteration 68Q: 3 clusters Score -1.294197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 103154 members 
Entering Unmasked Estep 
Score: -12941980.000000 Penalty: 5728.455566
	Iteration 69Q: 3 clusters Score -1.294198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -12941984.000000 Penalty: 5728.455566
	Iteration 70Q: 3 clusters Score -1.294198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -12941984.000000 Penalty: 5728.455566
	Iteration 71F: 3 clusters Score -1.294198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Entering Unmasked Estep 
Score: -21533996.000000 Penalty: 2991.811035
	Iteration 0F: 2 clusters Score -2.1534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -21423524.000000 Penalty: 5983.622070
	Iteration 0F: 3 clusters Score -2.142352e+07 nChanged 83553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -21472888.000000 Penalty: 5983.622070
	Iteration 1F: 3 clusters Score -2.147289e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -21474822.000000 Penalty: 5983.622070
	Iteration 2Q: 3 clusters Score -2.147482e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98468 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
Score: -21477664.000000 Penalty: 5983.622070
	Iteration 3Q: 3 clusters Score -2.147766e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -21481874.000000 Penalty: 5983.622070
	Iteration 4Q: 3 clusters Score -2.148187e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110227 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -21488004.000000 Penalty: 5983.622070
	Iteration 5F: 3 clusters Score -2.1488e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117304 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -21496190.000000 Penalty: 5983.622070
	Iteration 6F: 3 clusters Score -2.149619e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123691 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -21504500.000000 Penalty: 5983.622070
	Iteration 7F: 3 clusters Score -2.15045e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -21511082.000000 Penalty: 5983.622070
	Iteration 8F: 3 clusters Score -2.151108e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -21515148.000000 Penalty: 5983.622070
	Iteration 9Q: 3 clusters Score -2.151515e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133971 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -21517504.000000 Penalty: 5983.622070
	Iteration 10Q: 3 clusters Score -2.15175e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -21519102.000000 Penalty: 5983.622070
	Iteration 11Q: 3 clusters Score -2.15191e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -21520308.000000 Penalty: 5983.622070
	Iteration 12Q: 3 clusters Score -2.152031e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -21521438.000000 Penalty: 5983.622070
	Iteration 13Q: 3 clusters Score -2.152144e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142610 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -21522556.000000 Penalty: 5983.622070
	Iteration 14Q: 3 clusters Score -2.152256e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144807 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -21523608.000000 Penalty: 5983.622070
	Iteration 15Q: 3 clusters Score -2.152361e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -21524446.000000 Penalty: 5983.622070
	Iteration 16Q: 3 clusters Score -2.152445e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148770 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -21525340.000000 Penalty: 5983.622070
	Iteration 17Q: 3 clusters Score -2.152534e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -21526028.000000 Penalty: 5983.622070
	Iteration 18Q: 3 clusters Score -2.152603e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152007 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -21526786.000000 Penalty: 5983.622070
	Iteration 19Q: 3 clusters Score -2.152679e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -21527462.000000 Penalty: 5983.622070
	Iteration 20F: 3 clusters Score -2.152746e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -21528142.000000 Penalty: 5983.622070
	Iteration 21Q: 3 clusters Score -2.152814e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156238 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -21528632.000000 Penalty: 5983.622070
	Iteration 22Q: 3 clusters Score -2.152863e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157524 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -21529180.000000 Penalty: 5983.622070
	Iteration 23Q: 3 clusters Score -2.152918e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -21529594.000000 Penalty: 5983.622070
	Iteration 24Q: 3 clusters Score -2.152959e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159908 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -21529860.000000 Penalty: 5983.622070
	Iteration 25Q: 3 clusters Score -2.152986e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -21530190.000000 Penalty: 5983.622070
	Iteration 26Q: 3 clusters Score -2.153019e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161998 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -21530392.000000 Penalty: 5983.622070
	Iteration 27Q: 3 clusters Score -2.153039e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -21530606.000000 Penalty: 5983.622070
	Iteration 28Q: 3 clusters Score -2.153061e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163759 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -21530678.000000 Penalty: 5983.622070
	Iteration 29Q: 3 clusters Score -2.153068e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -21530830.000000 Penalty: 5983.622070
	Iteration 30Q: 3 clusters Score -2.153083e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165211 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -21530916.000000 Penalty: 5983.622070
	Iteration 31Q: 3 clusters Score -2.153092e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -21531018.000000 Penalty: 5983.622070
	Iteration 32Q: 3 clusters Score -2.153102e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -21531114.000000 Penalty: 5983.622070
	Iteration 33Q: 3 clusters Score -2.153111e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -21531246.000000 Penalty: 5983.622070
	Iteration 34Q: 3 clusters Score -2.153125e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167547 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -21531366.000000 Penalty: 5983.622070
	Iteration 35Q: 3 clusters Score -2.153137e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -21531464.000000 Penalty: 5983.622070
	Iteration 36Q: 3 clusters Score -2.153146e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -21531532.000000 Penalty: 5983.622070
	Iteration 37Q: 3 clusters Score -2.153153e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168700 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -21531630.000000 Penalty: 5983.622070
	Iteration 38Q: 3 clusters Score -2.153163e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168984 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -21531736.000000 Penalty: 5983.622070
	Iteration 39Q: 3 clusters Score -2.153174e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -21531762.000000 Penalty: 5983.622070
	Iteration 40F: 3 clusters Score -2.153176e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169427 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -21531774.000000 Penalty: 5983.622070
	Iteration 41Q: 3 clusters Score -2.153177e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169602 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -21531800.000000 Penalty: 5983.622070
	Iteration 42Q: 3 clusters Score -2.15318e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -21531806.000000 Penalty: 5983.622070
	Iteration 43Q: 3 clusters Score -2.153181e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -21531816.000000 Penalty: 5983.622070
	Iteration 44Q: 3 clusters Score -2.153182e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -21531808.000000 Penalty: 5983.622070
	Iteration 45Q: 3 clusters Score -2.153181e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170026 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -21531816.000000 Penalty: 5983.622070
	Iteration 46Q: 3 clusters Score -2.153182e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170094 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -21531826.000000 Penalty: 5983.622070
	Iteration 47Q: 3 clusters Score -2.153183e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170172 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -21531810.000000 Penalty: 5983.622070
	Iteration 48Q: 3 clusters Score -2.153181e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -21531812.000000 Penalty: 5983.622070
	Iteration 49Q: 3 clusters Score -2.153181e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170314 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21531834.000000 Penalty: 5983.622070
	Iteration 50Q: 3 clusters Score -2.153183e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -21531806.000000 Penalty: 5983.622070
	Iteration 51Q: 3 clusters Score -2.153181e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170430 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -21531808.000000 Penalty: 5983.622070
	Iteration 52Q: 3 clusters Score -2.153181e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170486 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -21531800.000000 Penalty: 5983.622070
	Iteration 53Q: 3 clusters Score -2.15318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -21531810.000000 Penalty: 5983.622070
	Iteration 54Q: 3 clusters Score -2.153181e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -21531826.000000 Penalty: 5983.622070
	Iteration 55Q: 3 clusters Score -2.153183e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170654 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21531852.000000 Penalty: 5983.622070
	Iteration 56Q: 3 clusters Score -2.153185e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170693 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21531842.000000 Penalty: 5983.622070
	Iteration 57Q: 3 clusters Score -2.153184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -21531848.000000 Penalty: 5983.622070
	Iteration 58Q: 3 clusters Score -2.153185e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -21531836.000000 Penalty: 5983.622070
	Iteration 59Q: 3 clusters Score -2.153184e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170825 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21531822.000000 Penalty: 5983.622070
	Iteration 60F: 3 clusters Score -2.153182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170852 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -21531822.000000 Penalty: 5983.622070
	Iteration 61Q: 3 clusters Score -2.153182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170880 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -21531818.000000 Penalty: 5983.622070
	Iteration 62Q: 3 clusters Score -2.153182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170917 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21531814.000000 Penalty: 5983.622070
	Iteration 63Q: 3 clusters Score -2.153181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -21531818.000000 Penalty: 5983.622070
	Iteration 64Q: 3 clusters Score -2.153182e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21531830.000000 Penalty: 5983.622070
	Iteration 65Q: 3 clusters Score -2.153183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21531836.000000 Penalty: 5983.622070
	Iteration 66Q: 3 clusters Score -2.153184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -21531826.000000 Penalty: 5983.622070
	Iteration 67Q: 3 clusters Score -2.153183e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -21531844.000000 Penalty: 5983.622070
	Iteration 68Q: 3 clusters Score -2.153184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171074 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21531838.000000 Penalty: 5983.622070
	Iteration 69Q: 3 clusters Score -2.153184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171090 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -21531840.000000 Penalty: 5983.622070
	Iteration 70Q: 3 clusters Score -2.153184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171102 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -21531862.000000 Penalty: 5983.622070
	Iteration 71Q: 3 clusters Score -2.153186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21531862.000000 Penalty: 5983.622070
	Iteration 72Q: 3 clusters Score -2.153186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21531866.000000 Penalty: 5983.622070
	Iteration 73Q: 3 clusters Score -2.153187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -21531844.000000 Penalty: 5983.622070
	Iteration 74Q: 3 clusters Score -2.153184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171144 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -21531846.000000 Penalty: 5983.622070
	Iteration 75Q: 3 clusters Score -2.153185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171156 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21531848.000000 Penalty: 5983.622070
	Iteration 76Q: 3 clusters Score -2.153185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21531848.000000 Penalty: 5983.622070
	Iteration 77Q: 3 clusters Score -2.153185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -21531852.000000 Penalty: 5983.622070
	Iteration 78Q: 3 clusters Score -2.153185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21531862.000000 Penalty: 5983.622070
	Iteration 79Q: 3 clusters Score -2.153186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171188 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21531886.000000 Penalty: 5983.622070
	Iteration 80F: 3 clusters Score -2.153189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21531890.000000 Penalty: 5983.622070
	Iteration 81Q: 3 clusters Score -2.153189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21531880.000000 Penalty: 5983.622070
	Iteration 82Q: 3 clusters Score -2.153188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171197 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21531896.000000 Penalty: 5983.622070
	Iteration 83Q: 3 clusters Score -2.15319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21531880.000000 Penalty: 5983.622070
	Iteration 84Q: 3 clusters Score -2.153188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21531882.000000 Penalty: 5983.622070
	Iteration 85Q: 3 clusters Score -2.153188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21531890.000000 Penalty: 5983.622070
	Iteration 86Q: 3 clusters Score -2.153189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171203 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -21531900.000000 Penalty: 5983.622070
	Iteration 87Q: 3 clusters Score -2.15319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -21531896.000000 Penalty: 5983.622070
	Iteration 88Q: 3 clusters Score -2.15319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171209 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21531890.000000 Penalty: 5983.622070
	Iteration 89Q: 3 clusters Score -2.153189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171217 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21531874.000000 Penalty: 5983.622070
	Iteration 90Q: 3 clusters Score -2.153187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171222 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21531882.000000 Penalty: 5983.622070
	Iteration 91Q: 3 clusters Score -2.153188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171224 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21531894.000000 Penalty: 5983.622070
	Iteration 92Q: 3 clusters Score -2.153189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21531884.000000 Penalty: 5983.622070
	Iteration 93Q: 3 clusters Score -2.153188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171225 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21531884.000000 Penalty: 5983.622070
	Iteration 94F: 3 clusters Score -2.153188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -163288.359375 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -163288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161040.765625 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -161040.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -161671.234375 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -161671.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -162022.078125 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -162022.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162351.671875 Penalty: 3635.881104
	Iteration 3F: 3 clusters Score -162351.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162685.531250 Penalty: 3635.881104
	Iteration 4F: 3 clusters Score -162685.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -163041.687500 Penalty: 3635.881104
	Iteration 5F: 3 clusters Score -163041.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -163363.515625 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -163363.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163577.953125 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -163578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -163731.156250 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -163731.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163826.546875 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -163826.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163874.156250 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -163874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163877.390625 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -163877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -163879.734375 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -163879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -163883.078125 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -163883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -163883.562500 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -163883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -163883.562500 Penalty: 3635.881104
	Iteration 15F: 3 clusters Score -163883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 74457 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 12 contains 179786 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 4083 members 
Entering Unmasked Estep 
Score: -194552208.000000 Penalty: 67348.179688
Splitting cluster 5 changes total score from -194554208.000000 to -194552208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (32340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Entering Unmasked Estep 
Score: -3962930.000000 Penalty: 2575.246826
	Iteration 0F: 2 clusters Score -3962930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3940818.000000 Penalty: 5150.493652
	Iteration 0F: 3 clusters Score -3940818 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3948677.000000 Penalty: 5150.493652
	Iteration 1F: 3 clusters Score -3948677 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3949064.250000 Penalty: 5150.493652
	Iteration 2Q: 3 clusters Score -3949064 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3949393.500000 Penalty: 5150.493652
	Iteration 3Q: 3 clusters Score -3949394 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3949677.750000 Penalty: 5150.493652
	Iteration 4Q: 3 clusters Score -3949678 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3949949.500000 Penalty: 5150.493652
	Iteration 5Q: 3 clusters Score -3949950 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3950273.500000 Penalty: 5150.493652
	Iteration 6Q: 3 clusters Score -3950274 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3950699.250000 Penalty: 5150.493652
	Iteration 7Q: 3 clusters Score -3950699 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3951324.000000 Penalty: 5150.493652
	Iteration 8Q: 3 clusters Score -3951324 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3952294.000000 Penalty: 5150.493652
	Iteration 9F: 3 clusters Score -3952294 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3953977.000000 Penalty: 5150.493652
	Iteration 10F: 3 clusters Score -3953977 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3956041.500000 Penalty: 5150.493652
	Iteration 11F: 3 clusters Score -3956042 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3958077.750000 Penalty: 5150.493652
	Iteration 12F: 3 clusters Score -3958078 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3959380.250000 Penalty: 5150.493652
	Iteration 13Q: 3 clusters Score -3959380 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3960040.750000 Penalty: 5150.493652
	Iteration 14Q: 3 clusters Score -3960041 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3960335.500000 Penalty: 5150.493652
	Iteration 15Q: 3 clusters Score -3960336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3960489.500000 Penalty: 5150.493652
	Iteration 16Q: 3 clusters Score -3960490 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3960564.000000 Penalty: 5150.493652
	Iteration 17Q: 3 clusters Score -3960564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3960611.500000 Penalty: 5150.493652
	Iteration 18Q: 3 clusters Score -3960612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3960658.250000 Penalty: 5150.493652
	Iteration 19Q: 3 clusters Score -3960658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3960679.250000 Penalty: 5150.493652
	Iteration 20F: 3 clusters Score -3960679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3960682.750000 Penalty: 5150.493652
	Iteration 21Q: 3 clusters Score -3960683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3960682.750000 Penalty: 5150.493652
	Iteration 22Q: 3 clusters Score -3960683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3960685.500000 Penalty: 5150.493652
	Iteration 23Q: 3 clusters Score -3960686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3960687.750000 Penalty: 5150.493652
	Iteration 24Q: 3 clusters Score -3960688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3960692.000000 Penalty: 5150.493652
	Iteration 25Q: 3 clusters Score -3960692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3960700.000000 Penalty: 5150.493652
	Iteration 26Q: 3 clusters Score -3960700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3960701.750000 Penalty: 5150.493652
	Iteration 27Q: 3 clusters Score -3960702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3960708.250000 Penalty: 5150.493652
	Iteration 28Q: 3 clusters Score -3960708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3960715.500000 Penalty: 5150.493652
	Iteration 29Q: 3 clusters Score -3960716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3960718.250000 Penalty: 5150.493652
	Iteration 30Q: 3 clusters Score -3960718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3960718.500000 Penalty: 5150.493652
	Iteration 31Q: 3 clusters Score -3960718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3960722.250000 Penalty: 5150.493652
	Iteration 32Q: 3 clusters Score -3960722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3960722.250000 Penalty: 5150.493652
	Iteration 33F: 3 clusters Score -3960722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Entering Unmasked Estep 
Score: -10538880.000000 Penalty: 2813.543213
	Iteration 0F: 2 clusters Score -1.053888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -10482325.000000 Penalty: 5627.086426
	Iteration 0F: 3 clusters Score -1.048232e+07 nChanged 39784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -10505033.000000 Penalty: 5627.086426
	Iteration 1F: 3 clusters Score -1.050503e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -10505906.000000 Penalty: 5627.086426
	Iteration 2Q: 3 clusters Score -1.050591e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -10507047.000000 Penalty: 5627.086426
	Iteration 3Q: 3 clusters Score -1.050705e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -10508309.000000 Penalty: 5627.086426
	Iteration 4Q: 3 clusters Score -1.050831e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -10510079.000000 Penalty: 5627.086426
	Iteration 5Q: 3 clusters Score -1.051008e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -10512587.000000 Penalty: 5627.086426
	Iteration 6F: 3 clusters Score -1.051259e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -10515971.000000 Penalty: 5627.086426
	Iteration 7F: 3 clusters Score -1.051597e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -10519962.000000 Penalty: 5627.086426
	Iteration 8F: 3 clusters Score -1.051996e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -10523933.000000 Penalty: 5627.086426
	Iteration 9F: 3 clusters Score -1.052393e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -10526737.000000 Penalty: 5627.086426
	Iteration 10F: 3 clusters Score -1.052674e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -10528620.000000 Penalty: 5627.086426
	Iteration 11Q: 3 clusters Score -1.052862e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -10529810.000000 Penalty: 5627.086426
	Iteration 12Q: 3 clusters Score -1.052981e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -10530760.000000 Penalty: 5627.086426
	Iteration 13Q: 3 clusters Score -1.053076e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -10531547.000000 Penalty: 5627.086426
	Iteration 14Q: 3 clusters Score -1.053155e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -10532315.000000 Penalty: 5627.086426
	Iteration 15Q: 3 clusters Score -1.053232e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -10533013.000000 Penalty: 5627.086426
	Iteration 16Q: 3 clusters Score -1.053301e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -10533622.000000 Penalty: 5627.086426
	Iteration 17Q: 3 clusters Score -1.053362e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -10534172.000000 Penalty: 5627.086426
	Iteration 18Q: 3 clusters Score -1.053417e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -10534675.000000 Penalty: 5627.086426
	Iteration 19Q: 3 clusters Score -1.053468e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -10535110.000000 Penalty: 5627.086426
	Iteration 20F: 3 clusters Score -1.053511e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -10535534.000000 Penalty: 5627.086426
	Iteration 21Q: 3 clusters Score -1.053553e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -10535968.000000 Penalty: 5627.086426
	Iteration 22Q: 3 clusters Score -1.053597e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -10536387.000000 Penalty: 5627.086426
	Iteration 23Q: 3 clusters Score -1.053639e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -10536708.000000 Penalty: 5627.086426
	Iteration 24Q: 3 clusters Score -1.053671e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -10536996.000000 Penalty: 5627.086426
	Iteration 25Q: 3 clusters Score -1.0537e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -10537239.000000 Penalty: 5627.086426
	Iteration 26Q: 3 clusters Score -1.053724e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -10537413.000000 Penalty: 5627.086426
	Iteration 27Q: 3 clusters Score -1.053741e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -10537603.000000 Penalty: 5627.086426
	Iteration 28Q: 3 clusters Score -1.05376e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -10537777.000000 Penalty: 5627.086426
	Iteration 29Q: 3 clusters Score -1.053778e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80401 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10537889.000000 Penalty: 5627.086426
	Iteration 30Q: 3 clusters Score -1.053789e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -10537936.000000 Penalty: 5627.086426
	Iteration 31Q: 3 clusters Score -1.053794e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -10537985.000000 Penalty: 5627.086426
	Iteration 32Q: 3 clusters Score -1.053798e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -10538017.000000 Penalty: 5627.086426
	Iteration 33Q: 3 clusters Score -1.053802e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -10538102.000000 Penalty: 5627.086426
	Iteration 34Q: 3 clusters Score -1.05381e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10538137.000000 Penalty: 5627.086426
	Iteration 35Q: 3 clusters Score -1.053814e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10538147.000000 Penalty: 5627.086426
	Iteration 36Q: 3 clusters Score -1.053815e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -10538185.000000 Penalty: 5627.086426
	Iteration 37Q: 3 clusters Score -1.053818e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10538208.000000 Penalty: 5627.086426
	Iteration 38Q: 3 clusters Score -1.053821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -10538215.000000 Penalty: 5627.086426
	Iteration 39Q: 3 clusters Score -1.053822e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -10538217.000000 Penalty: 5627.086426
	Iteration 40F: 3 clusters Score -1.053822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -10538242.000000 Penalty: 5627.086426
	Iteration 41Q: 3 clusters Score -1.053824e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81830 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10538252.000000 Penalty: 5627.086426
	Iteration 42Q: 3 clusters Score -1.053825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10538272.000000 Penalty: 5627.086426
	Iteration 43Q: 3 clusters Score -1.053827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10538277.000000 Penalty: 5627.086426
	Iteration 44Q: 3 clusters Score -1.053828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -10538280.000000 Penalty: 5627.086426
	Iteration 45Q: 3 clusters Score -1.053828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -10538289.000000 Penalty: 5627.086426
	Iteration 46Q: 3 clusters Score -1.053829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -10538281.000000 Penalty: 5627.086426
	Iteration 47Q: 3 clusters Score -1.053828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -10538274.000000 Penalty: 5627.086426
	Iteration 48Q: 3 clusters Score -1.053827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10538286.000000 Penalty: 5627.086426
	Iteration 49Q: 3 clusters Score -1.053829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -10538282.000000 Penalty: 5627.086426
	Iteration 50Q: 3 clusters Score -1.053828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10538276.000000 Penalty: 5627.086426
	Iteration 51Q: 3 clusters Score -1.053828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10538274.000000 Penalty: 5627.086426
	Iteration 52Q: 3 clusters Score -1.053827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -10538285.000000 Penalty: 5627.086426
	Iteration 53Q: 3 clusters Score -1.053828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82088 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -10538278.000000 Penalty: 5627.086426
	Iteration 54Q: 3 clusters Score -1.053828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10538283.000000 Penalty: 5627.086426
	Iteration 55Q: 3 clusters Score -1.053828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10538294.000000 Penalty: 5627.086426
	Iteration 56Q: 3 clusters Score -1.053829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10538296.000000 Penalty: 5627.086426
	Iteration 57Q: 3 clusters Score -1.05383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82113 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10538294.000000 Penalty: 5627.086426
	Iteration 58Q: 3 clusters Score -1.053829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10538292.000000 Penalty: 5627.086426
	Iteration 59Q: 3 clusters Score -1.053829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10538303.000000 Penalty: 5627.086426
	Iteration 60F: 3 clusters Score -1.05383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -10538305.000000 Penalty: 5627.086426
	Iteration 61Q: 3 clusters Score -1.05383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10538308.000000 Penalty: 5627.086426
	Iteration 62Q: 3 clusters Score -1.053831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -10538307.000000 Penalty: 5627.086426
	Iteration 63Q: 3 clusters Score -1.053831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10538306.000000 Penalty: 5627.086426
	Iteration 64Q: 3 clusters Score -1.053831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10538306.000000 Penalty: 5627.086426
	Iteration 65F: 3 clusters Score -1.053831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Entering Unmasked Estep 
Score: -494034.781250 Penalty: 2050.645508
	Iteration 0F: 2 clusters Score -494034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -490214.000000 Penalty: 4101.291016
	Iteration 0F: 3 clusters Score -490214 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -491051.468750 Penalty: 4101.291016
	Iteration 1F: 3 clusters Score -491051.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -491236.031250 Penalty: 4101.291016
	Iteration 2F: 3 clusters Score -491236 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -491346.968750 Penalty: 4101.291016
	Iteration 3Q: 3 clusters Score -491347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -491421.375000 Penalty: 4101.291016
	Iteration 4Q: 3 clusters Score -491421.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -491478.093750 Penalty: 4101.291016
	Iteration 5Q: 3 clusters Score -491478.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -491515.093750 Penalty: 4101.291016
	Iteration 6Q: 3 clusters Score -491515.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -491549.812500 Penalty: 4101.291016
	Iteration 7Q: 3 clusters Score -491549.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -491579.343750 Penalty: 4101.291016
	Iteration 8Q: 3 clusters Score -491579.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -491607.156250 Penalty: 4101.291016
	Iteration 9Q: 3 clusters Score -491607.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -491630.968750 Penalty: 4101.291016
	Iteration 10Q: 3 clusters Score -491631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -491646.687500 Penalty: 4101.291016
	Iteration 11Q: 3 clusters Score -491646.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -491664.031250 Penalty: 4101.291016
	Iteration 12Q: 3 clusters Score -491664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -491677.687500 Penalty: 4101.291016
	Iteration 13Q: 3 clusters Score -491677.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -491689.656250 Penalty: 4101.291016
	Iteration 14Q: 3 clusters Score -491689.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -491697.437500 Penalty: 4101.291016
	Iteration 15Q: 3 clusters Score -491697.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -491707.468750 Penalty: 4101.291016
	Iteration 16Q: 3 clusters Score -491707.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -491719.500000 Penalty: 4101.291016
	Iteration 17Q: 3 clusters Score -491719.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -491730.750000 Penalty: 4101.291016
	Iteration 18Q: 3 clusters Score -491730.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -491744.031250 Penalty: 4101.291016
	Iteration 19Q: 3 clusters Score -491744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -491754.562500 Penalty: 4101.291016
	Iteration 20F: 3 clusters Score -491754.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -491767.468750 Penalty: 4101.291016
	Iteration 21Q: 3 clusters Score -491767.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -491776.312500 Penalty: 4101.291016
	Iteration 22Q: 3 clusters Score -491776.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -491788.062500 Penalty: 4101.291016
	Iteration 23Q: 3 clusters Score -491788.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -491804.093750 Penalty: 4101.291016
	Iteration 24Q: 3 clusters Score -491804.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -491822.187500 Penalty: 4101.291016
	Iteration 25Q: 3 clusters Score -491822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -491838.656250 Penalty: 4101.291016
	Iteration 26Q: 3 clusters Score -491838.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -491854.468750 Penalty: 4101.291016
	Iteration 27Q: 3 clusters Score -491854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -491872.093750 Penalty: 4101.291016
	Iteration 28Q: 3 clusters Score -491872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -491891.875000 Penalty: 4101.291016
	Iteration 29Q: 3 clusters Score -491891.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -491905.218750 Penalty: 4101.291016
	Iteration 30Q: 3 clusters Score -491905.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -491916.062500 Penalty: 4101.291016
	Iteration 31Q: 3 clusters Score -491916.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -491925.812500 Penalty: 4101.291016
	Iteration 32Q: 3 clusters Score -491925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -491939.843750 Penalty: 4101.291016
	Iteration 33Q: 3 clusters Score -491939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -491952.468750 Penalty: 4101.291016
	Iteration 34Q: 3 clusters Score -491952.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -491961.500000 Penalty: 4101.291016
	Iteration 35Q: 3 clusters Score -491961.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -491966.468750 Penalty: 4101.291016
	Iteration 36Q: 3 clusters Score -491966.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -491971.625000 Penalty: 4101.291016
	Iteration 37Q: 3 clusters Score -491971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -491980.812500 Penalty: 4101.291016
	Iteration 38Q: 3 clusters Score -491980.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -491993.312500 Penalty: 4101.291016
	Iteration 39Q: 3 clusters Score -491993.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -492000.718750 Penalty: 4101.291016
	Iteration 40F: 3 clusters Score -492000.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -492005.093750 Penalty: 4101.291016
	Iteration 41Q: 3 clusters Score -492005.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -492016.343750 Penalty: 4101.291016
	Iteration 42Q: 3 clusters Score -492016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -492021.562500 Penalty: 4101.291016
	Iteration 43Q: 3 clusters Score -492021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -492026.656250 Penalty: 4101.291016
	Iteration 44Q: 3 clusters Score -492026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -492033.468750 Penalty: 4101.291016
	Iteration 45Q: 3 clusters Score -492033.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -492042.031250 Penalty: 4101.291016
	Iteration 46Q: 3 clusters Score -492042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -492053.343750 Penalty: 4101.291016
	Iteration 47Q: 3 clusters Score -492053.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -492063.000000 Penalty: 4101.291016
	Iteration 48Q: 3 clusters Score -492063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -492072.531250 Penalty: 4101.291016
	Iteration 49Q: 3 clusters Score -492072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -492076.281250 Penalty: 4101.291016
	Iteration 50Q: 3 clusters Score -492076.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -492081.625000 Penalty: 4101.291016
	Iteration 51Q: 3 clusters Score -492081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -492091.125000 Penalty: 4101.291016
	Iteration 52Q: 3 clusters Score -492091.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -492097.250000 Penalty: 4101.291016
	Iteration 53Q: 3 clusters Score -492097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -492102.093750 Penalty: 4101.291016
	Iteration 54Q: 3 clusters Score -492102.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -492108.250000 Penalty: 4101.291016
	Iteration 55Q: 3 clusters Score -492108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -492112.500000 Penalty: 4101.291016
	Iteration 56Q: 3 clusters Score -492112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -492114.343750 Penalty: 4101.291016
	Iteration 57Q: 3 clusters Score -492114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -492115.000000 Penalty: 4101.291016
	Iteration 58Q: 3 clusters Score -492115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -492115.125000 Penalty: 4101.291016
	Iteration 59Q: 3 clusters Score -492115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -492115.125000 Penalty: 4101.291016
	Iteration 60F: 3 clusters Score -492115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Entering Unmasked Estep 
Score: -8788171.000000 Penalty: 2782.058350
	Iteration 0F: 2 clusters Score -8788171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -8738590.000000 Penalty: 5564.116699
	Iteration 0F: 3 clusters Score -8738590 nChanged 34668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -8759376.000000 Penalty: 5564.116699
	Iteration 1F: 3 clusters Score -8759376 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -8761806.000000 Penalty: 5564.116699
	Iteration 2F: 3 clusters Score -8761806 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -8764556.000000 Penalty: 5564.116699
	Iteration 3F: 3 clusters Score -8764556 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -8767451.000000 Penalty: 5564.116699
	Iteration 4F: 3 clusters Score -8767451 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8770705.000000 Penalty: 5564.116699
	Iteration 5F: 3 clusters Score -8770705 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -8773954.000000 Penalty: 5564.116699
	Iteration 6F: 3 clusters Score -8773954 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8776946.000000 Penalty: 5564.116699
	Iteration 7F: 3 clusters Score -8776946 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -8779336.000000 Penalty: 5564.116699
	Iteration 8F: 3 clusters Score -8779336 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8781546.000000 Penalty: 5564.116699
	Iteration 9Q: 3 clusters Score -8781546 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -8784058.000000 Penalty: 5564.116699
	Iteration 10Q: 3 clusters Score -8784058 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -8787149.000000 Penalty: 5564.116699
	Iteration 11Q: 3 clusters Score -8787149 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8790052.000000 Penalty: 5564.116699
	Iteration 12Q: 3 clusters Score -8790052 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8791293.000000 Penalty: 5564.116699
	Iteration 13Q: 3 clusters Score -8791293 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -8791666.000000 Penalty: 5564.116699
	Iteration 14Q: 3 clusters Score -8791666 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8791831.000000 Penalty: 5564.116699
	Iteration 15Q: 3 clusters Score -8791831 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -8791908.000000 Penalty: 5564.116699
	Iteration 16Q: 3 clusters Score -8791908 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8791928.000000 Penalty: 5564.116699
	Iteration 17Q: 3 clusters Score -8791928 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8791982.000000 Penalty: 5564.116699
	Iteration 18Q: 3 clusters Score -8791982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8792005.000000 Penalty: 5564.116699
	Iteration 19Q: 3 clusters Score -8792005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8792026.000000 Penalty: 5564.116699
	Iteration 20F: 3 clusters Score -8792026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8792034.000000 Penalty: 5564.116699
	Iteration 21Q: 3 clusters Score -8792034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8792037.000000 Penalty: 5564.116699
	Iteration 22Q: 3 clusters Score -8792037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8792034.000000 Penalty: 5564.116699
	Iteration 23Q: 3 clusters Score -8792034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8792035.000000 Penalty: 5564.116699
	Iteration 24Q: 3 clusters Score -8792035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8792040.000000 Penalty: 5564.116699
	Iteration 25Q: 3 clusters Score -8792040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8792029.000000 Penalty: 5564.116699
	Iteration 26Q: 3 clusters Score -8792029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8792040.000000 Penalty: 5564.116699
	Iteration 27Q: 3 clusters Score -8792040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -8792044.000000 Penalty: 5564.116699
	Iteration 28Q: 3 clusters Score -8792044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8792038.000000 Penalty: 5564.116699
	Iteration 29Q: 3 clusters Score -8792038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8792040.000000 Penalty: 5564.116699
	Iteration 30Q: 3 clusters Score -8792040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -8792037.000000 Penalty: 5564.116699
	Iteration 31Q: 3 clusters Score -8792037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8792040.000000 Penalty: 5564.116699
	Iteration 32Q: 3 clusters Score -8792040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8792040.000000 Penalty: 5564.116699
	Iteration 33Q: 3 clusters Score -8792040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8792044.000000 Penalty: 5564.116699
	Iteration 34Q: 3 clusters Score -8792044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8792042.000000 Penalty: 5564.116699
	Iteration 35Q: 3 clusters Score -8792042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8792051.000000 Penalty: 5564.116699
	Iteration 36Q: 3 clusters Score -8792051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8792051.000000 Penalty: 5564.116699
	Iteration 37F: 3 clusters Score -8792051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 12 contains 179786 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 4083 members 
Entering Unmasked Estep 
Score: -194557760.000000 Penalty: 67348.179688
Splitting cluster 9 changes total score from -194554208.000000 to -194557760.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (185798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185798 members 
Entering Unmasked Estep 
Score: -23014226.000000 Penalty: 3008.839111
	Iteration 0F: 2 clusters Score -2.301423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -22896898.000000 Penalty: 6017.678223
	Iteration 0F: 3 clusters Score -2.28969e+07 nChanged 89200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -22948724.000000 Penalty: 6017.678223
	Iteration 1F: 3 clusters Score -2.294872e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99231 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -22950118.000000 Penalty: 6017.678223
	Iteration 2Q: 3 clusters Score -2.295012e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -22952138.000000 Penalty: 6017.678223
	Iteration 3Q: 3 clusters Score -2.295214e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -22955400.000000 Penalty: 6017.678223
	Iteration 4Q: 3 clusters Score -2.29554e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119790 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -22961312.000000 Penalty: 6017.678223
	Iteration 5F: 3 clusters Score -2.296131e+07 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133024 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -22971038.000000 Penalty: 6017.678223
	Iteration 6F: 3 clusters Score -2.297104e+07 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148648 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -22984688.000000 Penalty: 6017.678223
	Iteration 7F: 3 clusters Score -2.298469e+07 nChanged 15217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163591 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -22997292.000000 Penalty: 6017.678223
	Iteration 8F: 3 clusters Score -2.299729e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -23005286.000000 Penalty: 6017.678223
	Iteration 9F: 3 clusters Score -2.300529e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179217 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -23009440.000000 Penalty: 6017.678223
	Iteration 10Q: 3 clusters Score -2.300944e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181552 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -23011132.000000 Penalty: 6017.678223
	Iteration 11Q: 3 clusters Score -2.301113e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182495 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -23011858.000000 Penalty: 6017.678223
	Iteration 12Q: 3 clusters Score -2.301186e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -23012426.000000 Penalty: 6017.678223
	Iteration 13Q: 3 clusters Score -2.301243e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -23012788.000000 Penalty: 6017.678223
	Iteration 14Q: 3 clusters Score -2.301279e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182963 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -23012994.000000 Penalty: 6017.678223
	Iteration 15Q: 3 clusters Score -2.301299e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182910 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -23013212.000000 Penalty: 6017.678223
	Iteration 16Q: 3 clusters Score -2.301321e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182840 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -23013368.000000 Penalty: 6017.678223
	Iteration 17Q: 3 clusters Score -2.301337e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182761 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -23013458.000000 Penalty: 6017.678223
	Iteration 18Q: 3 clusters Score -2.301346e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182682 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -23013506.000000 Penalty: 6017.678223
	Iteration 19Q: 3 clusters Score -2.301351e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -23013582.000000 Penalty: 6017.678223
	Iteration 20F: 3 clusters Score -2.301358e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -23013654.000000 Penalty: 6017.678223
	Iteration 21Q: 3 clusters Score -2.301365e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -23013708.000000 Penalty: 6017.678223
	Iteration 22Q: 3 clusters Score -2.301371e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182493 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -23013732.000000 Penalty: 6017.678223
	Iteration 23Q: 3 clusters Score -2.301373e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182458 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -23013762.000000 Penalty: 6017.678223
	Iteration 24Q: 3 clusters Score -2.301376e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182430 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -23013766.000000 Penalty: 6017.678223
	Iteration 25Q: 3 clusters Score -2.301377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182411 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23013778.000000 Penalty: 6017.678223
	Iteration 26Q: 3 clusters Score -2.301378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182398 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -23013812.000000 Penalty: 6017.678223
	Iteration 27Q: 3 clusters Score -2.301381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182391 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -23013804.000000 Penalty: 6017.678223
	Iteration 28Q: 3 clusters Score -2.30138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -23013832.000000 Penalty: 6017.678223
	Iteration 29Q: 3 clusters Score -2.301383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -23013868.000000 Penalty: 6017.678223
	Iteration 30Q: 3 clusters Score -2.301387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182369 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -23013850.000000 Penalty: 6017.678223
	Iteration 31Q: 3 clusters Score -2.301385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182358 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -23013862.000000 Penalty: 6017.678223
	Iteration 32Q: 3 clusters Score -2.301386e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -23013876.000000 Penalty: 6017.678223
	Iteration 33Q: 3 clusters Score -2.301388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182335 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -23013904.000000 Penalty: 6017.678223
	Iteration 34Q: 3 clusters Score -2.30139e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182322 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -23013922.000000 Penalty: 6017.678223
	Iteration 35Q: 3 clusters Score -2.301392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182311 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -23013928.000000 Penalty: 6017.678223
	Iteration 36Q: 3 clusters Score -2.301393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182312 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -23013924.000000 Penalty: 6017.678223
	Iteration 37Q: 3 clusters Score -2.301392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182309 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -23013932.000000 Penalty: 6017.678223
	Iteration 38Q: 3 clusters Score -2.301393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -23013938.000000 Penalty: 6017.678223
	Iteration 39Q: 3 clusters Score -2.301394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -23013936.000000 Penalty: 6017.678223
	Iteration 40F: 3 clusters Score -2.301394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182304 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -23013942.000000 Penalty: 6017.678223
	Iteration 41Q: 3 clusters Score -2.301394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182302 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -23013944.000000 Penalty: 6017.678223
	Iteration 42Q: 3 clusters Score -2.301394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -23013946.000000 Penalty: 6017.678223
	Iteration 43Q: 3 clusters Score -2.301395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182300 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -23013942.000000 Penalty: 6017.678223
	Iteration 44Q: 3 clusters Score -2.301394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182298 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -23013938.000000 Penalty: 6017.678223
	Iteration 45Q: 3 clusters Score -2.301394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -23013946.000000 Penalty: 6017.678223
	Iteration 46Q: 3 clusters Score -2.301395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182296 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -23013934.000000 Penalty: 6017.678223
	Iteration 47Q: 3 clusters Score -2.301393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182295 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -23013934.000000 Penalty: 6017.678223
	Iteration 48Q: 3 clusters Score -2.301393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -23013936.000000 Penalty: 6017.678223
	Iteration 49Q: 3 clusters Score -2.301394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -23013936.000000 Penalty: 6017.678223
	Iteration 50F: 3 clusters Score -2.301394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Entering Unmasked Estep 
Score: -3650231.250000 Penalty: 2551.416016
	Iteration 0F: 2 clusters Score -3650231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3630042.750000 Penalty: 5102.832031
	Iteration 0F: 3 clusters Score -3630043 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3637244.500000 Penalty: 5102.832031
	Iteration 1F: 3 clusters Score -3637244 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3637869.000000 Penalty: 5102.832031
	Iteration 2Q: 3 clusters Score -3637869 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3638753.250000 Penalty: 5102.832031
	Iteration 3Q: 3 clusters Score -3638753 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3640065.750000 Penalty: 5102.832031
	Iteration 4F: 3 clusters Score -3640066 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3641759.500000 Penalty: 5102.832031
	Iteration 5F: 3 clusters Score -3641760 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3643589.750000 Penalty: 5102.832031
	Iteration 6F: 3 clusters Score -3643590 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3645434.750000 Penalty: 5102.832031
	Iteration 7F: 3 clusters Score -3645435 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3647066.750000 Penalty: 5102.832031
	Iteration 8F: 3 clusters Score -3647067 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3648493.000000 Penalty: 5102.832031
	Iteration 9F: 3 clusters Score -3648493 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3649512.500000 Penalty: 5102.832031
	Iteration 10Q: 3 clusters Score -3649512 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3650206.000000 Penalty: 5102.832031
	Iteration 11Q: 3 clusters Score -3650206 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3650728.750000 Penalty: 5102.832031
	Iteration 12Q: 3 clusters Score -3650729 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -3651021.250000 Penalty: 5102.832031
	Iteration 13Q: 3 clusters Score -3651021 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3651213.750000 Penalty: 5102.832031
	Iteration 14Q: 3 clusters Score -3651214 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3651324.250000 Penalty: 5102.832031
	Iteration 15Q: 3 clusters Score -3651324 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3651400.500000 Penalty: 5102.832031
	Iteration 16Q: 3 clusters Score -3651400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3651435.500000 Penalty: 5102.832031
	Iteration 17Q: 3 clusters Score -3651436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3651453.000000 Penalty: 5102.832031
	Iteration 18Q: 3 clusters Score -3651453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3651469.250000 Penalty: 5102.832031
	Iteration 19Q: 3 clusters Score -3651469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3651472.250000 Penalty: 5102.832031
	Iteration 20F: 3 clusters Score -3651472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3651467.250000 Penalty: 5102.832031
	Iteration 21Q: 3 clusters Score -3651467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3651473.500000 Penalty: 5102.832031
	Iteration 22Q: 3 clusters Score -3651474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3651478.500000 Penalty: 5102.832031
	Iteration 23Q: 3 clusters Score -3651478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3651478.250000 Penalty: 5102.832031
	Iteration 24Q: 3 clusters Score -3651478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3651480.500000 Penalty: 5102.832031
	Iteration 25Q: 3 clusters Score -3651480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3651482.250000 Penalty: 5102.832031
	Iteration 26Q: 3 clusters Score -3651482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3651483.250000 Penalty: 5102.832031
	Iteration 27Q: 3 clusters Score -3651483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3651489.000000 Penalty: 5102.832031
	Iteration 28Q: 3 clusters Score -3651489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3651487.750000 Penalty: 5102.832031
	Iteration 29Q: 3 clusters Score -3651488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3651489.000000 Penalty: 5102.832031
	Iteration 30Q: 3 clusters Score -3651489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3651487.000000 Penalty: 5102.832031
	Iteration 31Q: 3 clusters Score -3651487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3651491.000000 Penalty: 5102.832031
	Iteration 32Q: 3 clusters Score -3651491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3651491.000000 Penalty: 5102.832031
	Iteration 33Q: 3 clusters Score -3651491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3651493.000000 Penalty: 5102.832031
	Iteration 34Q: 3 clusters Score -3651493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3651490.250000 Penalty: 5102.832031
	Iteration 35Q: 3 clusters Score -3651490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3651490.250000 Penalty: 5102.832031
	Iteration 36F: 3 clusters Score -3651490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 179786 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 17 contains 27064 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 4083 members 
Entering Unmasked Estep 
Score: -194557872.000000 Penalty: 70892.820312
Splitting cluster 11 changes total score from -194554208.000000 to -194557872.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 12 (179786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179786 members 
Entering Unmasked Estep 
Score: -21931322.000000 Penalty: 3000.681641
	Iteration 0F: 2 clusters Score -2.193132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -21814092.000000 Penalty: 6001.363281
	Iteration 0F: 3 clusters Score -2.181409e+07 nChanged 86294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -21865186.000000 Penalty: 6001.363281
	Iteration 1F: 3 clusters Score -2.186519e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -21868426.000000 Penalty: 6001.363281
	Iteration 2Q: 3 clusters Score -2.186843e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -21874178.000000 Penalty: 6001.363281
	Iteration 3F: 3 clusters Score -2.187418e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -21883388.000000 Penalty: 6001.363281
	Iteration 4F: 3 clusters Score -2.188339e+07 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 113580 members 
Entering Unmasked Estep 
Score: -21895916.000000 Penalty: 6001.363281
	Iteration 5F: 3 clusters Score -2.189592e+07 nChanged 15596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 123972 members 
Entering Unmasked Estep 
Score: -21908070.000000 Penalty: 6001.363281
	Iteration 6F: 3 clusters Score -2.190807e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 132797 members 
Entering Unmasked Estep 
Score: -21916982.000000 Penalty: 6001.363281
	Iteration 7F: 3 clusters Score -2.191698e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 139635 members 
Entering Unmasked Estep 
Score: -21922540.000000 Penalty: 6001.363281
	Iteration 8Q: 3 clusters Score -2.192254e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 145034 members 
Entering Unmasked Estep 
Score: -21926354.000000 Penalty: 6001.363281
	Iteration 9Q: 3 clusters Score -2.192635e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 149519 members 
Entering Unmasked Estep 
Score: -21928910.000000 Penalty: 6001.363281
	Iteration 10Q: 3 clusters Score -2.192891e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -21930864.000000 Penalty: 6001.363281
	Iteration 11Q: 3 clusters Score -2.193086e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -21932162.000000 Penalty: 6001.363281
	Iteration 12Q: 3 clusters Score -2.193216e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -21933192.000000 Penalty: 6001.363281
	Iteration 13Q: 3 clusters Score -2.193319e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 162338 members 
Entering Unmasked Estep 
Score: -21934026.000000 Penalty: 6001.363281
	Iteration 14Q: 3 clusters Score -2.193403e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 164688 members 
Entering Unmasked Estep 
Score: -21934694.000000 Penalty: 6001.363281
	Iteration 15Q: 3 clusters Score -2.193469e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 166685 members 
Entering Unmasked Estep 
Score: -21935012.000000 Penalty: 6001.363281
	Iteration 16Q: 3 clusters Score -2.193501e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 168351 members 
Entering Unmasked Estep 
Score: -21935176.000000 Penalty: 6001.363281
	Iteration 17Q: 3 clusters Score -2.193518e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 169745 members 
Entering Unmasked Estep 
Score: -21935290.000000 Penalty: 6001.363281
	Iteration 18Q: 3 clusters Score -2.193529e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 170810 members 
Entering Unmasked Estep 
Score: -21935364.000000 Penalty: 6001.363281
	Iteration 19Q: 3 clusters Score -2.193536e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 171642 members 
Entering Unmasked Estep 
Score: -21935328.000000 Penalty: 6001.363281
	Iteration 20F: 3 clusters Score -2.193533e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 172286 members 
Entering Unmasked Estep 
Score: -21935282.000000 Penalty: 6001.363281
	Iteration 21Q: 3 clusters Score -2.193528e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 172823 members 
Entering Unmasked Estep 
Score: -21935288.000000 Penalty: 6001.363281
	Iteration 22Q: 3 clusters Score -2.193529e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 173255 members 
Entering Unmasked Estep 
Score: -21935184.000000 Penalty: 6001.363281
	Iteration 23Q: 3 clusters Score -2.193518e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 173586 members 
Entering Unmasked Estep 
Score: -21935184.000000 Penalty: 6001.363281
	Iteration 24Q: 3 clusters Score -2.193518e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 173800 members 
Entering Unmasked Estep 
Score: -21935150.000000 Penalty: 6001.363281
	Iteration 25Q: 3 clusters Score -2.193515e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -21935156.000000 Penalty: 6001.363281
	Iteration 26Q: 3 clusters Score -2.193516e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 174108 members 
Entering Unmasked Estep 
Score: -21935100.000000 Penalty: 6001.363281
	Iteration 27Q: 3 clusters Score -2.19351e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 174218 members 
Entering Unmasked Estep 
Score: -21935100.000000 Penalty: 6001.363281
	Iteration 28Q: 3 clusters Score -2.19351e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -21935048.000000 Penalty: 6001.363281
	Iteration 29Q: 3 clusters Score -2.193505e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 174372 members 
Entering Unmasked Estep 
Score: -21935084.000000 Penalty: 6001.363281
	Iteration 30Q: 3 clusters Score -2.193508e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 174427 members 
Entering Unmasked Estep 
Score: -21935060.000000 Penalty: 6001.363281
	Iteration 31Q: 3 clusters Score -2.193506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -21935050.000000 Penalty: 6001.363281
	Iteration 32Q: 3 clusters Score -2.193505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -21935058.000000 Penalty: 6001.363281
	Iteration 33Q: 3 clusters Score -2.193506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -21935056.000000 Penalty: 6001.363281
	Iteration 34Q: 3 clusters Score -2.193506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 174556 members 
Entering Unmasked Estep 
Score: -21935070.000000 Penalty: 6001.363281
	Iteration 35Q: 3 clusters Score -2.193507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 174573 members 
Entering Unmasked Estep 
Score: -21935048.000000 Penalty: 6001.363281
	Iteration 36Q: 3 clusters Score -2.193505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 174585 members 
Entering Unmasked Estep 
Score: -21935068.000000 Penalty: 6001.363281
	Iteration 37Q: 3 clusters Score -2.193507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -21935082.000000 Penalty: 6001.363281
	Iteration 38Q: 3 clusters Score -2.193508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -21935076.000000 Penalty: 6001.363281
	Iteration 39Q: 3 clusters Score -2.193508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 174639 members 
Entering Unmasked Estep 
Score: -21935062.000000 Penalty: 6001.363281
	Iteration 40F: 3 clusters Score -2.193506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -21935080.000000 Penalty: 6001.363281
	Iteration 41Q: 3 clusters Score -2.193508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -21935072.000000 Penalty: 6001.363281
	Iteration 42Q: 3 clusters Score -2.193507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 174682 members 
Entering Unmasked Estep 
Score: -21935060.000000 Penalty: 6001.363281
	Iteration 43Q: 3 clusters Score -2.193506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 174690 members 
Entering Unmasked Estep 
Score: -21935044.000000 Penalty: 6001.363281
	Iteration 44Q: 3 clusters Score -2.193504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 174698 members 
Entering Unmasked Estep 
Score: -21935042.000000 Penalty: 6001.363281
	Iteration 45Q: 3 clusters Score -2.193504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -21935032.000000 Penalty: 6001.363281
	Iteration 46Q: 3 clusters Score -2.193503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 174711 members 
Entering Unmasked Estep 
Score: -21935040.000000 Penalty: 6001.363281
	Iteration 47Q: 3 clusters Score -2.193504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -21935026.000000 Penalty: 6001.363281
	Iteration 48Q: 3 clusters Score -2.193503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 174727 members 
Entering Unmasked Estep 
Score: -21934996.000000 Penalty: 6001.363281
	Iteration 49Q: 3 clusters Score -2.1935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 174733 members 
Entering Unmasked Estep 
Score: -21935014.000000 Penalty: 6001.363281
	Iteration 50Q: 3 clusters Score -2.193501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -21935010.000000 Penalty: 6001.363281
	Iteration 51Q: 3 clusters Score -2.193501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 174744 members 
Entering Unmasked Estep 
Score: -21935018.000000 Penalty: 6001.363281
	Iteration 52Q: 3 clusters Score -2.193502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -21935020.000000 Penalty: 6001.363281
	Iteration 53Q: 3 clusters Score -2.193502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 174749 members 
Entering Unmasked Estep 
Score: -21935002.000000 Penalty: 6001.363281
	Iteration 54Q: 3 clusters Score -2.1935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 174752 members 
Entering Unmasked Estep 
Score: -21935006.000000 Penalty: 6001.363281
	Iteration 55Q: 3 clusters Score -2.193501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 174755 members 
Entering Unmasked Estep 
Score: -21935008.000000 Penalty: 6001.363281
	Iteration 56Q: 3 clusters Score -2.193501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -21935024.000000 Penalty: 6001.363281
	Iteration 57Q: 3 clusters Score -2.193502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -21935012.000000 Penalty: 6001.363281
	Iteration 58Q: 3 clusters Score -2.193501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -21935004.000000 Penalty: 6001.363281
	Iteration 59Q: 3 clusters Score -2.1935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 174764 members 
Entering Unmasked Estep 
Score: -21935000.000000 Penalty: 6001.363281
	Iteration 60F: 3 clusters Score -2.1935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 17 contains 27064 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 11919 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 174764 members 
Entering Unmasked Estep 
Score: -194561024.000000 Penalty: 74437.460938
Splitting cluster 12 changes total score from -194554208.000000 to -194561024.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (165796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Entering Unmasked Estep 
Score: -20389694.000000 Penalty: 2980.591309
	Iteration 0F: 2 clusters Score -2.038969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -20280310.000000 Penalty: 5961.182617
	Iteration 0F: 3 clusters Score -2.028031e+07 nChanged 79728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -20326718.000000 Penalty: 5961.182617
	Iteration 1F: 3 clusters Score -2.032672e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -20328438.000000 Penalty: 5961.182617
	Iteration 2Q: 3 clusters Score -2.032844e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -20330994.000000 Penalty: 5961.182617
	Iteration 3Q: 3 clusters Score -2.033099e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -20334642.000000 Penalty: 5961.182617
	Iteration 4Q: 3 clusters Score -2.033464e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -20339474.000000 Penalty: 5961.182617
	Iteration 5F: 3 clusters Score -2.033947e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -20345714.000000 Penalty: 5961.182617
	Iteration 6F: 3 clusters Score -2.034571e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 121564 members 
Entering Unmasked Estep 
Score: -20353342.000000 Penalty: 5961.182617
	Iteration 7F: 3 clusters Score -2.035334e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -20362088.000000 Penalty: 5961.182617
	Iteration 8F: 3 clusters Score -2.036209e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 141696 members 
Entering Unmasked Estep 
Score: -20370252.000000 Penalty: 5961.182617
	Iteration 9F: 3 clusters Score -2.037025e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 149898 members 
Entering Unmasked Estep 
Score: -20377036.000000 Penalty: 5961.182617
	Iteration 10Q: 3 clusters Score -2.037704e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 155739 members 
Entering Unmasked Estep 
Score: -20381408.000000 Penalty: 5961.182617
	Iteration 11Q: 3 clusters Score -2.038141e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 159491 members 
Entering Unmasked Estep 
Score: -20383928.000000 Penalty: 5961.182617
	Iteration 12Q: 3 clusters Score -2.038393e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 161677 members 
Entering Unmasked Estep 
Score: -20385260.000000 Penalty: 5961.182617
	Iteration 13Q: 3 clusters Score -2.038526e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20385958.000000 Penalty: 5961.182617
	Iteration 14Q: 3 clusters Score -2.038596e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 163633 members 
Entering Unmasked Estep 
Score: -20386316.000000 Penalty: 5961.182617
	Iteration 15Q: 3 clusters Score -2.038632e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -20386596.000000 Penalty: 5961.182617
	Iteration 16Q: 3 clusters Score -2.03866e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 164336 members 
Entering Unmasked Estep 
Score: -20386774.000000 Penalty: 5961.182617
	Iteration 17Q: 3 clusters Score -2.038677e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 164522 members 
Entering Unmasked Estep 
Score: -20386880.000000 Penalty: 5961.182617
	Iteration 18Q: 3 clusters Score -2.038688e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 164666 members 
Entering Unmasked Estep 
Score: -20386958.000000 Penalty: 5961.182617
	Iteration 19Q: 3 clusters Score -2.038696e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -20387014.000000 Penalty: 5961.182617
	Iteration 20F: 3 clusters Score -2.038701e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 164833 members 
Entering Unmasked Estep 
Score: -20387070.000000 Penalty: 5961.182617
	Iteration 21Q: 3 clusters Score -2.038707e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 164874 members 
Entering Unmasked Estep 
Score: -20387128.000000 Penalty: 5961.182617
	Iteration 22Q: 3 clusters Score -2.038713e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -20387138.000000 Penalty: 5961.182617
	Iteration 23Q: 3 clusters Score -2.038714e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -20387166.000000 Penalty: 5961.182617
	Iteration 24Q: 3 clusters Score -2.038717e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 164972 members 
Entering Unmasked Estep 
Score: -20387214.000000 Penalty: 5961.182617
	Iteration 25Q: 3 clusters Score -2.038721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 164990 members 
Entering Unmasked Estep 
Score: -20387238.000000 Penalty: 5961.182617
	Iteration 26Q: 3 clusters Score -2.038724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -20387230.000000 Penalty: 5961.182617
	Iteration 27Q: 3 clusters Score -2.038723e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -20387226.000000 Penalty: 5961.182617
	Iteration 28Q: 3 clusters Score -2.038723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -20387232.000000 Penalty: 5961.182617
	Iteration 29Q: 3 clusters Score -2.038723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -20387238.000000 Penalty: 5961.182617
	Iteration 30Q: 3 clusters Score -2.038724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -20387266.000000 Penalty: 5961.182617
	Iteration 31Q: 3 clusters Score -2.038727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 165058 members 
Entering Unmasked Estep 
Score: -20387256.000000 Penalty: 5961.182617
	Iteration 32Q: 3 clusters Score -2.038726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 165063 members 
Entering Unmasked Estep 
Score: -20387282.000000 Penalty: 5961.182617
	Iteration 33Q: 3 clusters Score -2.038728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -20387278.000000 Penalty: 5961.182617
	Iteration 34Q: 3 clusters Score -2.038728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -20387278.000000 Penalty: 5961.182617
	Iteration 35Q: 3 clusters Score -2.038728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 165067 members 
Entering Unmasked Estep 
Score: -20387278.000000 Penalty: 5961.182617
	Iteration 36Q: 3 clusters Score -2.038728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -20387292.000000 Penalty: 5961.182617
	Iteration 37Q: 3 clusters Score -2.038729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -20387284.000000 Penalty: 5961.182617
	Iteration 38Q: 3 clusters Score -2.038728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -20387276.000000 Penalty: 5961.182617
	Iteration 39Q: 3 clusters Score -2.038728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -20387276.000000 Penalty: 5961.182617
	Iteration 40F: 3 clusters Score -2.038728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -20387274.000000 Penalty: 5961.182617
	Iteration 41Q: 3 clusters Score -2.038727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165078 members 
Entering Unmasked Estep 
Score: -20387274.000000 Penalty: 5961.182617
	Iteration 42Q: 3 clusters Score -2.038727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165078 members 
Entering Unmasked Estep 
Score: -20387274.000000 Penalty: 5961.182617
	Iteration 43F: 3 clusters Score -2.038727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (157679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Entering Unmasked Estep 
Score: -19222324.000000 Penalty: 2968.142578
	Iteration 0F: 2 clusters Score -1.922232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -19116926.000000 Penalty: 5936.285156
	Iteration 0F: 3 clusters Score -1.911693e+07 nChanged 75186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -19161154.000000 Penalty: 5936.285156
	Iteration 1F: 3 clusters Score -1.916115e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -19163694.000000 Penalty: 5936.285156
	Iteration 2Q: 3 clusters Score -1.916369e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -19168126.000000 Penalty: 5936.285156
	Iteration 3F: 3 clusters Score -1.916813e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57852 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -19175592.000000 Penalty: 5936.285156
	Iteration 4F: 3 clusters Score -1.917559e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 109961 members 
Entering Unmasked Estep 
Score: -19186422.000000 Penalty: 5936.285156
	Iteration 5F: 3 clusters Score -1.918642e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -19198612.000000 Penalty: 5936.285156
	Iteration 6F: 3 clusters Score -1.919861e+07 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -19209740.000000 Penalty: 5936.285156
	Iteration 7F: 3 clusters Score -1.920974e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 130386 members 
Entering Unmasked Estep 
Score: -19215340.000000 Penalty: 5936.285156
	Iteration 8Q: 3 clusters Score -1.921534e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -19216958.000000 Penalty: 5936.285156
	Iteration 9Q: 3 clusters Score -1.921696e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 133097 members 
Entering Unmasked Estep 
Score: -19217676.000000 Penalty: 5936.285156
	Iteration 10Q: 3 clusters Score -1.921768e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 134119 members 
Entering Unmasked Estep 
Score: -19218120.000000 Penalty: 5936.285156
	Iteration 11Q: 3 clusters Score -1.921812e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -19218340.000000 Penalty: 5936.285156
	Iteration 12Q: 3 clusters Score -1.921834e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 135826 members 
Entering Unmasked Estep 
Score: -19218604.000000 Penalty: 5936.285156
	Iteration 13Q: 3 clusters Score -1.92186e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 136595 members 
Entering Unmasked Estep 
Score: -19218830.000000 Penalty: 5936.285156
	Iteration 14Q: 3 clusters Score -1.921883e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -19219000.000000 Penalty: 5936.285156
	Iteration 15Q: 3 clusters Score -1.9219e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 137946 members 
Entering Unmasked Estep 
Score: -19219154.000000 Penalty: 5936.285156
	Iteration 16Q: 3 clusters Score -1.921915e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 138577 members 
Entering Unmasked Estep 
Score: -19219244.000000 Penalty: 5936.285156
	Iteration 17Q: 3 clusters Score -1.921924e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -19219340.000000 Penalty: 5936.285156
	Iteration 18Q: 3 clusters Score -1.921934e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 139750 members 
Entering Unmasked Estep 
Score: -19219476.000000 Penalty: 5936.285156
	Iteration 19Q: 3 clusters Score -1.921948e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 140279 members 
Entering Unmasked Estep 
Score: -19219566.000000 Penalty: 5936.285156
	Iteration 20F: 3 clusters Score -1.921957e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 140748 members 
Entering Unmasked Estep 
Score: -19219638.000000 Penalty: 5936.285156
	Iteration 21Q: 3 clusters Score -1.921964e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 141196 members 
Entering Unmasked Estep 
Score: -19219714.000000 Penalty: 5936.285156
	Iteration 22Q: 3 clusters Score -1.921971e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 141645 members 
Entering Unmasked Estep 
Score: -19219742.000000 Penalty: 5936.285156
	Iteration 23Q: 3 clusters Score -1.921974e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 142044 members 
Entering Unmasked Estep 
Score: -19219832.000000 Penalty: 5936.285156
	Iteration 24Q: 3 clusters Score -1.921983e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 142428 members 
Entering Unmasked Estep 
Score: -19219914.000000 Penalty: 5936.285156
	Iteration 25Q: 3 clusters Score -1.921991e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 142775 members 
Entering Unmasked Estep 
Score: -19219980.000000 Penalty: 5936.285156
	Iteration 26Q: 3 clusters Score -1.921998e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 143100 members 
Entering Unmasked Estep 
Score: -19220058.000000 Penalty: 5936.285156
	Iteration 27Q: 3 clusters Score -1.922006e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -19220098.000000 Penalty: 5936.285156
	Iteration 28Q: 3 clusters Score -1.92201e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 143725 members 
Entering Unmasked Estep 
Score: -19220106.000000 Penalty: 5936.285156
	Iteration 29Q: 3 clusters Score -1.922011e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 144007 members 
Entering Unmasked Estep 
Score: -19220124.000000 Penalty: 5936.285156
	Iteration 30Q: 3 clusters Score -1.922012e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -19220166.000000 Penalty: 5936.285156
	Iteration 31Q: 3 clusters Score -1.922017e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 144521 members 
Entering Unmasked Estep 
Score: -19220242.000000 Penalty: 5936.285156
	Iteration 32Q: 3 clusters Score -1.922024e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -19220292.000000 Penalty: 5936.285156
	Iteration 33Q: 3 clusters Score -1.922029e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -19220324.000000 Penalty: 5936.285156
	Iteration 34Q: 3 clusters Score -1.922032e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 145277 members 
Entering Unmasked Estep 
Score: -19220408.000000 Penalty: 5936.285156
	Iteration 35Q: 3 clusters Score -1.922041e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 145530 members 
Entering Unmasked Estep 
Score: -19220416.000000 Penalty: 5936.285156
	Iteration 36Q: 3 clusters Score -1.922042e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -19220456.000000 Penalty: 5936.285156
	Iteration 37Q: 3 clusters Score -1.922046e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -19220462.000000 Penalty: 5936.285156
	Iteration 38Q: 3 clusters Score -1.922046e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 146411 members 
Entering Unmasked Estep 
Score: -19220488.000000 Penalty: 5936.285156
	Iteration 39Q: 3 clusters Score -1.922049e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -19220498.000000 Penalty: 5936.285156
	Iteration 40F: 3 clusters Score -1.92205e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 146980 members 
Entering Unmasked Estep 
Score: -19220460.000000 Penalty: 5936.285156
	Iteration 41Q: 3 clusters Score -1.922046e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 147212 members 
Entering Unmasked Estep 
Score: -19220578.000000 Penalty: 5936.285156
	Iteration 42Q: 3 clusters Score -1.922058e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -19220556.000000 Penalty: 5936.285156
	Iteration 43Q: 3 clusters Score -1.922056e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -19220592.000000 Penalty: 5936.285156
	Iteration 44Q: 3 clusters Score -1.922059e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 147878 members 
Entering Unmasked Estep 
Score: -19220622.000000 Penalty: 5936.285156
	Iteration 45Q: 3 clusters Score -1.922062e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 148077 members 
Entering Unmasked Estep 
Score: -19220620.000000 Penalty: 5936.285156
	Iteration 46Q: 3 clusters Score -1.922062e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 148250 members 
Entering Unmasked Estep 
Score: -19220670.000000 Penalty: 5936.285156
	Iteration 47Q: 3 clusters Score -1.922067e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 148420 members 
Entering Unmasked Estep 
Score: -19220654.000000 Penalty: 5936.285156
	Iteration 48Q: 3 clusters Score -1.922065e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 148567 members 
Entering Unmasked Estep 
Score: -19220662.000000 Penalty: 5936.285156
	Iteration 49Q: 3 clusters Score -1.922066e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -19220652.000000 Penalty: 5936.285156
	Iteration 50Q: 3 clusters Score -1.922065e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -19220740.000000 Penalty: 5936.285156
	Iteration 51Q: 3 clusters Score -1.922074e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -19220748.000000 Penalty: 5936.285156
	Iteration 52Q: 3 clusters Score -1.922075e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -19220716.000000 Penalty: 5936.285156
	Iteration 53Q: 3 clusters Score -1.922072e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -19220730.000000 Penalty: 5936.285156
	Iteration 54Q: 3 clusters Score -1.922073e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 149343 members 
Entering Unmasked Estep 
Score: -19220740.000000 Penalty: 5936.285156
	Iteration 55Q: 3 clusters Score -1.922074e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -19220758.000000 Penalty: 5936.285156
	Iteration 56Q: 3 clusters Score -1.922076e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 149592 members 
Entering Unmasked Estep 
Score: -19220760.000000 Penalty: 5936.285156
	Iteration 57Q: 3 clusters Score -1.922076e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 149714 members 
Entering Unmasked Estep 
Score: -19220784.000000 Penalty: 5936.285156
	Iteration 58Q: 3 clusters Score -1.922078e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 149850 members 
Entering Unmasked Estep 
Score: -19220756.000000 Penalty: 5936.285156
	Iteration 59Q: 3 clusters Score -1.922076e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 149984 members 
Entering Unmasked Estep 
Score: -19220794.000000 Penalty: 5936.285156
	Iteration 60F: 3 clusters Score -1.922079e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -19220808.000000 Penalty: 5936.285156
	Iteration 61Q: 3 clusters Score -1.922081e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -19220812.000000 Penalty: 5936.285156
	Iteration 62Q: 3 clusters Score -1.922081e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -19220830.000000 Penalty: 5936.285156
	Iteration 63Q: 3 clusters Score -1.922083e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 150486 members 
Entering Unmasked Estep 
Score: -19220864.000000 Penalty: 5936.285156
	Iteration 64Q: 3 clusters Score -1.922086e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 150597 members 
Entering Unmasked Estep 
Score: -19220892.000000 Penalty: 5936.285156
	Iteration 65Q: 3 clusters Score -1.922089e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 150698 members 
Entering Unmasked Estep 
Score: -19220888.000000 Penalty: 5936.285156
	Iteration 66Q: 3 clusters Score -1.922089e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -19220886.000000 Penalty: 5936.285156
	Iteration 67Q: 3 clusters Score -1.922089e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -19220906.000000 Penalty: 5936.285156
	Iteration 68Q: 3 clusters Score -1.922091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 150971 members 
Entering Unmasked Estep 
Score: -19220938.000000 Penalty: 5936.285156
	Iteration 69Q: 3 clusters Score -1.922094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -19220928.000000 Penalty: 5936.285156
	Iteration 70Q: 3 clusters Score -1.922093e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -19220954.000000 Penalty: 5936.285156
	Iteration 71Q: 3 clusters Score -1.922095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 151198 members 
Entering Unmasked Estep 
Score: -19220990.000000 Penalty: 5936.285156
	Iteration 72Q: 3 clusters Score -1.922099e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -19221046.000000 Penalty: 5936.285156
	Iteration 73Q: 3 clusters Score -1.922105e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 151317 members 
Entering Unmasked Estep 
Score: -19221038.000000 Penalty: 5936.285156
	Iteration 74Q: 3 clusters Score -1.922104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -19221048.000000 Penalty: 5936.285156
	Iteration 75Q: 3 clusters Score -1.922105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 151371 members 
Entering Unmasked Estep 
Score: -19221056.000000 Penalty: 5936.285156
	Iteration 76Q: 3 clusters Score -1.922106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 151396 members 
Entering Unmasked Estep 
Score: -19221072.000000 Penalty: 5936.285156
	Iteration 77Q: 3 clusters Score -1.922107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -19221072.000000 Penalty: 5936.285156
	Iteration 78Q: 3 clusters Score -1.922107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 151454 members 
Entering Unmasked Estep 
Score: -19221086.000000 Penalty: 5936.285156
	Iteration 79Q: 3 clusters Score -1.922109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 151478 members 
Entering Unmasked Estep 
Score: -19221068.000000 Penalty: 5936.285156
	Iteration 80F: 3 clusters Score -1.922107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -19221064.000000 Penalty: 5936.285156
	Iteration 81Q: 3 clusters Score -1.922106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -19221074.000000 Penalty: 5936.285156
	Iteration 82Q: 3 clusters Score -1.922107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -19221072.000000 Penalty: 5936.285156
	Iteration 83Q: 3 clusters Score -1.922107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -19221070.000000 Penalty: 5936.285156
	Iteration 84Q: 3 clusters Score -1.922107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -19221094.000000 Penalty: 5936.285156
	Iteration 85Q: 3 clusters Score -1.922109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 151548 members 
Entering Unmasked Estep 
Score: -19221088.000000 Penalty: 5936.285156
	Iteration 86Q: 3 clusters Score -1.922109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 151552 members 
Entering Unmasked Estep 
Score: -19221092.000000 Penalty: 5936.285156
	Iteration 87Q: 3 clusters Score -1.922109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -19221098.000000 Penalty: 5936.285156
	Iteration 88Q: 3 clusters Score -1.92211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -19221106.000000 Penalty: 5936.285156
	Iteration 89Q: 3 clusters Score -1.922111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -19221104.000000 Penalty: 5936.285156
	Iteration 90Q: 3 clusters Score -1.92211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -19221106.000000 Penalty: 5936.285156
	Iteration 91Q: 3 clusters Score -1.922111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 151586 members 
Entering Unmasked Estep 
Score: -19221088.000000 Penalty: 5936.285156
	Iteration 92Q: 3 clusters Score -1.922109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 151593 members 
Entering Unmasked Estep 
Score: -19221100.000000 Penalty: 5936.285156
	Iteration 93Q: 3 clusters Score -1.92211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 151602 members 
Entering Unmasked Estep 
Score: -19221112.000000 Penalty: 5936.285156
	Iteration 94Q: 3 clusters Score -1.922111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 151613 members 
Entering Unmasked Estep 
Score: -19221106.000000 Penalty: 5936.285156
	Iteration 95Q: 3 clusters Score -1.922111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 151627 members 
Entering Unmasked Estep 
Score: -19221100.000000 Penalty: 5936.285156
	Iteration 96Q: 3 clusters Score -1.92211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -19221110.000000 Penalty: 5936.285156
	Iteration 97Q: 3 clusters Score -1.922111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 151649 members 
Entering Unmasked Estep 
Score: -19221098.000000 Penalty: 5936.285156
	Iteration 98Q: 3 clusters Score -1.92211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -19221086.000000 Penalty: 5936.285156
	Iteration 99Q: 3 clusters Score -1.922109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -19221120.000000 Penalty: 5936.285156
	Iteration 100F: 3 clusters Score -1.922112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 151674 members 
Entering Unmasked Estep 
Score: -19221118.000000 Penalty: 5936.285156
	Iteration 101Q: 3 clusters Score -1.922112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -19221114.000000 Penalty: 5936.285156
	Iteration 102Q: 3 clusters Score -1.922111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 151683 members 
Entering Unmasked Estep 
Score: -19221110.000000 Penalty: 5936.285156
	Iteration 103Q: 3 clusters Score -1.922111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 151689 members 
Entering Unmasked Estep 
Score: -19221102.000000 Penalty: 5936.285156
	Iteration 104Q: 3 clusters Score -1.92211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -19221120.000000 Penalty: 5936.285156
	Iteration 105Q: 3 clusters Score -1.922112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -19221116.000000 Penalty: 5936.285156
	Iteration 106Q: 3 clusters Score -1.922112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -19221122.000000 Penalty: 5936.285156
	Iteration 107Q: 3 clusters Score -1.922112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -19221106.000000 Penalty: 5936.285156
	Iteration 108Q: 3 clusters Score -1.922111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -19221102.000000 Penalty: 5936.285156
	Iteration 109Q: 3 clusters Score -1.92211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 151735 members 
Entering Unmasked Estep 
Score: -19221102.000000 Penalty: 5936.285156
	Iteration 110Q: 3 clusters Score -1.92211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -19221112.000000 Penalty: 5936.285156
	Iteration 111Q: 3 clusters Score -1.922111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -19221098.000000 Penalty: 5936.285156
	Iteration 112Q: 3 clusters Score -1.92211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 151752 members 
Entering Unmasked Estep 
Score: -19221106.000000 Penalty: 5936.285156
	Iteration 113Q: 3 clusters Score -1.922111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -19221106.000000 Penalty: 5936.285156
	Iteration 114Q: 3 clusters Score -1.922111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -19221118.000000 Penalty: 5936.285156
	Iteration 115Q: 3 clusters Score -1.922112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -19221096.000000 Penalty: 5936.285156
	Iteration 116Q: 3 clusters Score -1.92211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -19221100.000000 Penalty: 5936.285156
	Iteration 117Q: 3 clusters Score -1.92211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 151766 members 
Entering Unmasked Estep 
Score: -19221096.000000 Penalty: 5936.285156
	Iteration 118Q: 3 clusters Score -1.92211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 151769 members 
Entering Unmasked Estep 
Score: -19221082.000000 Penalty: 5936.285156
	Iteration 119Q: 3 clusters Score -1.922108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -19221080.000000 Penalty: 5936.285156
	Iteration 120F: 3 clusters Score -1.922108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 151772 members 
Entering Unmasked Estep 
Score: -19221074.000000 Penalty: 5936.285156
	Iteration 121Q: 3 clusters Score -1.922107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 151774 members 
Entering Unmasked Estep 
Score: -19221068.000000 Penalty: 5936.285156
	Iteration 122Q: 3 clusters Score -1.922107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 151775 members 
Entering Unmasked Estep 
Score: -19221076.000000 Penalty: 5936.285156
	Iteration 123Q: 3 clusters Score -1.922108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -19221080.000000 Penalty: 5936.285156
	Iteration 124Q: 3 clusters Score -1.922108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -19221082.000000 Penalty: 5936.285156
	Iteration 125Q: 3 clusters Score -1.922108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 151778 members 
Entering Unmasked Estep 
Score: -19221082.000000 Penalty: 5936.285156
	Iteration 126F: 3 clusters Score -1.922108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (159248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Entering Unmasked Estep 
Score: -19688810.000000 Penalty: 2970.598145
	Iteration 0F: 2 clusters Score -1.968881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -19583090.000000 Penalty: 5941.196289
	Iteration 0F: 3 clusters Score -1.958309e+07 nChanged 75963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -19627000.000000 Penalty: 5941.196289
	Iteration 1F: 3 clusters Score -1.9627e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -19628136.000000 Penalty: 5941.196289
	Iteration 2Q: 3 clusters Score -1.962814e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -19629634.000000 Penalty: 5941.196289
	Iteration 3Q: 3 clusters Score -1.962963e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 73507 members 
Entering Unmasked Estep 
Score: -19631636.000000 Penalty: 5941.196289
	Iteration 4Q: 3 clusters Score -1.963164e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -19634390.000000 Penalty: 5941.196289
	Iteration 5Q: 3 clusters Score -1.963439e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -19638406.000000 Penalty: 5941.196289
	Iteration 6F: 3 clusters Score -1.963841e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -19644392.000000 Penalty: 5941.196289
	Iteration 7F: 3 clusters Score -1.964439e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -19653242.000000 Penalty: 5941.196289
	Iteration 8F: 3 clusters Score -1.965324e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -19664278.000000 Penalty: 5941.196289
	Iteration 9F: 3 clusters Score -1.966428e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118946 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -19672730.000000 Penalty: 5941.196289
	Iteration 10F: 3 clusters Score -1.967273e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121721 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -19675902.000000 Penalty: 5941.196289
	Iteration 11Q: 3 clusters Score -1.96759e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123921 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -19677006.000000 Penalty: 5941.196289
	Iteration 12Q: 3 clusters Score -1.967701e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -19677682.000000 Penalty: 5941.196289
	Iteration 13Q: 3 clusters Score -1.967768e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -19678292.000000 Penalty: 5941.196289
	Iteration 14Q: 3 clusters Score -1.967829e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -19678876.000000 Penalty: 5941.196289
	Iteration 15Q: 3 clusters Score -1.967888e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131108 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -19679390.000000 Penalty: 5941.196289
	Iteration 16Q: 3 clusters Score -1.967939e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132727 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -19679756.000000 Penalty: 5941.196289
	Iteration 17Q: 3 clusters Score -1.967976e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -19680188.000000 Penalty: 5941.196289
	Iteration 18Q: 3 clusters Score -1.968019e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135778 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -19680654.000000 Penalty: 5941.196289
	Iteration 19Q: 3 clusters Score -1.968065e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137262 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -19680978.000000 Penalty: 5941.196289
	Iteration 20F: 3 clusters Score -1.968098e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138663 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -19681462.000000 Penalty: 5941.196289
	Iteration 21Q: 3 clusters Score -1.968146e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140007 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -19681842.000000 Penalty: 5941.196289
	Iteration 22Q: 3 clusters Score -1.968184e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141250 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -19682318.000000 Penalty: 5941.196289
	Iteration 23Q: 3 clusters Score -1.968232e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -19682704.000000 Penalty: 5941.196289
	Iteration 24Q: 3 clusters Score -1.96827e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -19683028.000000 Penalty: 5941.196289
	Iteration 25Q: 3 clusters Score -1.968303e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -19683368.000000 Penalty: 5941.196289
	Iteration 26Q: 3 clusters Score -1.968337e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -19683666.000000 Penalty: 5941.196289
	Iteration 27Q: 3 clusters Score -1.968367e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -19684106.000000 Penalty: 5941.196289
	Iteration 28Q: 3 clusters Score -1.968411e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -19684292.000000 Penalty: 5941.196289
	Iteration 29Q: 3 clusters Score -1.968429e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -19684526.000000 Penalty: 5941.196289
	Iteration 30Q: 3 clusters Score -1.968453e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -19684772.000000 Penalty: 5941.196289
	Iteration 31Q: 3 clusters Score -1.968477e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150002 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -19685108.000000 Penalty: 5941.196289
	Iteration 32Q: 3 clusters Score -1.968511e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -19685364.000000 Penalty: 5941.196289
	Iteration 33Q: 3 clusters Score -1.968536e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -19685534.000000 Penalty: 5941.196289
	Iteration 34Q: 3 clusters Score -1.968553e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151896 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -19685676.000000 Penalty: 5941.196289
	Iteration 35Q: 3 clusters Score -1.968568e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -19685750.000000 Penalty: 5941.196289
	Iteration 36Q: 3 clusters Score -1.968575e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152865 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -19685870.000000 Penalty: 5941.196289
	Iteration 37Q: 3 clusters Score -1.968587e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -19685996.000000 Penalty: 5941.196289
	Iteration 38Q: 3 clusters Score -1.9686e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153698 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -19686026.000000 Penalty: 5941.196289
	Iteration 39Q: 3 clusters Score -1.968603e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -19686062.000000 Penalty: 5941.196289
	Iteration 40F: 3 clusters Score -1.968606e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154390 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -19686122.000000 Penalty: 5941.196289
	Iteration 41Q: 3 clusters Score -1.968612e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -19686138.000000 Penalty: 5941.196289
	Iteration 42Q: 3 clusters Score -1.968614e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -19686174.000000 Penalty: 5941.196289
	Iteration 43Q: 3 clusters Score -1.968617e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -19686220.000000 Penalty: 5941.196289
	Iteration 44Q: 3 clusters Score -1.968622e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -19686290.000000 Penalty: 5941.196289
	Iteration 45Q: 3 clusters Score -1.968629e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155532 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -19686320.000000 Penalty: 5941.196289
	Iteration 46Q: 3 clusters Score -1.968632e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155707 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -19686392.000000 Penalty: 5941.196289
	Iteration 47Q: 3 clusters Score -1.968639e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155859 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -19686358.000000 Penalty: 5941.196289
	Iteration 48Q: 3 clusters Score -1.968636e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -19686374.000000 Penalty: 5941.196289
	Iteration 49Q: 3 clusters Score -1.968637e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -19686406.000000 Penalty: 5941.196289
	Iteration 50Q: 3 clusters Score -1.968641e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -19686432.000000 Penalty: 5941.196289
	Iteration 51Q: 3 clusters Score -1.968643e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -19686444.000000 Penalty: 5941.196289
	Iteration 52Q: 3 clusters Score -1.968644e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -19686452.000000 Penalty: 5941.196289
	Iteration 53Q: 3 clusters Score -1.968645e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19686460.000000 Penalty: 5941.196289
	Iteration 54Q: 3 clusters Score -1.968646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156468 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -19686464.000000 Penalty: 5941.196289
	Iteration 55Q: 3 clusters Score -1.968646e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156529 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -19686444.000000 Penalty: 5941.196289
	Iteration 56Q: 3 clusters Score -1.968644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156589 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -19686470.000000 Penalty: 5941.196289
	Iteration 57Q: 3 clusters Score -1.968647e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19686464.000000 Penalty: 5941.196289
	Iteration 58Q: 3 clusters Score -1.968646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19686466.000000 Penalty: 5941.196289
	Iteration 59Q: 3 clusters Score -1.968647e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -19686444.000000 Penalty: 5941.196289
	Iteration 60F: 3 clusters Score -1.968644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156760 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -19686460.000000 Penalty: 5941.196289
	Iteration 61Q: 3 clusters Score -1.968646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156796 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19686494.000000 Penalty: 5941.196289
	Iteration 62Q: 3 clusters Score -1.968649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -19686486.000000 Penalty: 5941.196289
	Iteration 63Q: 3 clusters Score -1.968649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -19686506.000000 Penalty: 5941.196289
	Iteration 64Q: 3 clusters Score -1.968651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156882 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -19686522.000000 Penalty: 5941.196289
	Iteration 65Q: 3 clusters Score -1.968652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156907 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -19686512.000000 Penalty: 5941.196289
	Iteration 66Q: 3 clusters Score -1.968651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19686518.000000 Penalty: 5941.196289
	Iteration 67Q: 3 clusters Score -1.968652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -19686516.000000 Penalty: 5941.196289
	Iteration 68Q: 3 clusters Score -1.968652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19686544.000000 Penalty: 5941.196289
	Iteration 69Q: 3 clusters Score -1.968654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -19686516.000000 Penalty: 5941.196289
	Iteration 70Q: 3 clusters Score -1.968652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19686526.000000 Penalty: 5941.196289
	Iteration 71Q: 3 clusters Score -1.968653e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -19686516.000000 Penalty: 5941.196289
	Iteration 72Q: 3 clusters Score -1.968652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157060 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19686526.000000 Penalty: 5941.196289
	Iteration 73Q: 3 clusters Score -1.968653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157080 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19686524.000000 Penalty: 5941.196289
	Iteration 74Q: 3 clusters Score -1.968652e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19686550.000000 Penalty: 5941.196289
	Iteration 75Q: 3 clusters Score -1.968655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157115 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -19686544.000000 Penalty: 5941.196289
	Iteration 76Q: 3 clusters Score -1.968654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19686542.000000 Penalty: 5941.196289
	Iteration 77Q: 3 clusters Score -1.968654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157147 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19686546.000000 Penalty: 5941.196289
	Iteration 78Q: 3 clusters Score -1.968655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19686556.000000 Penalty: 5941.196289
	Iteration 79Q: 3 clusters Score -1.968656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19686546.000000 Penalty: 5941.196289
	Iteration 80F: 3 clusters Score -1.968655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -19686560.000000 Penalty: 5941.196289
	Iteration 81Q: 3 clusters Score -1.968656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19686556.000000 Penalty: 5941.196289
	Iteration 82Q: 3 clusters Score -1.968656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19686544.000000 Penalty: 5941.196289
	Iteration 83Q: 3 clusters Score -1.968654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19686536.000000 Penalty: 5941.196289
	Iteration 84Q: 3 clusters Score -1.968654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -19686534.000000 Penalty: 5941.196289
	Iteration 85Q: 3 clusters Score -1.968653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19686520.000000 Penalty: 5941.196289
	Iteration 86Q: 3 clusters Score -1.968652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19686548.000000 Penalty: 5941.196289
	Iteration 87Q: 3 clusters Score -1.968655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -19686546.000000 Penalty: 5941.196289
	Iteration 88Q: 3 clusters Score -1.968655e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157308 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -19686554.000000 Penalty: 5941.196289
	Iteration 89Q: 3 clusters Score -1.968655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -19686558.000000 Penalty: 5941.196289
	Iteration 90Q: 3 clusters Score -1.968656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -19686546.000000 Penalty: 5941.196289
	Iteration 91Q: 3 clusters Score -1.968655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157334 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -19686548.000000 Penalty: 5941.196289
	Iteration 92Q: 3 clusters Score -1.968655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -19686572.000000 Penalty: 5941.196289
	Iteration 93Q: 3 clusters Score -1.968657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19686568.000000 Penalty: 5941.196289
	Iteration 94Q: 3 clusters Score -1.968657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19686560.000000 Penalty: 5941.196289
	Iteration 95Q: 3 clusters Score -1.968656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157354 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -19686550.000000 Penalty: 5941.196289
	Iteration 96Q: 3 clusters Score -1.968655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -19686550.000000 Penalty: 5941.196289
	Iteration 97Q: 3 clusters Score -1.968655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157362 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19686536.000000 Penalty: 5941.196289
	Iteration 98Q: 3 clusters Score -1.968654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157364 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19686532.000000 Penalty: 5941.196289
	Iteration 99Q: 3 clusters Score -1.968653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157366 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19686536.000000 Penalty: 5941.196289
	Iteration 100F: 3 clusters Score -1.968654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157368 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -19686550.000000 Penalty: 5941.196289
	Iteration 101Q: 3 clusters Score -1.968655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -19686558.000000 Penalty: 5941.196289
	Iteration 102Q: 3 clusters Score -1.968656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19686552.000000 Penalty: 5941.196289
	Iteration 103Q: 3 clusters Score -1.968655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19686552.000000 Penalty: 5941.196289
	Iteration 104F: 3 clusters Score -1.968655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (163575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Entering Unmasked Estep 
Score: -20080730.000000 Penalty: 2977.246582
	Iteration 0F: 2 clusters Score -2.008073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -19972794.000000 Penalty: 5954.493164
	Iteration 0F: 3 clusters Score -1.997279e+07 nChanged 78309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -20018172.000000 Penalty: 5954.493164
	Iteration 1F: 3 clusters Score -2.001817e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -20019280.000000 Penalty: 5954.493164
	Iteration 2Q: 3 clusters Score -2.001928e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89573 members 
Mstep: Class 2 contains 74002 members 
Entering Unmasked Estep 
Score: -20020658.000000 Penalty: 5954.493164
	Iteration 3Q: 3 clusters Score -2.002066e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94052 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -20022810.000000 Penalty: 5954.493164
	Iteration 4Q: 3 clusters Score -2.002281e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100379 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -20026302.000000 Penalty: 5954.493164
	Iteration 5Q: 3 clusters Score -2.00263e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -20031758.000000 Penalty: 5954.493164
	Iteration 6F: 3 clusters Score -2.003176e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120211 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -20040152.000000 Penalty: 5954.493164
	Iteration 7F: 3 clusters Score -2.004015e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133034 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -20051252.000000 Penalty: 5954.493164
	Iteration 8F: 3 clusters Score -2.005125e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145421 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -20062822.000000 Penalty: 5954.493164
	Iteration 9F: 3 clusters Score -2.006282e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -20071420.000000 Penalty: 5954.493164
	Iteration 10F: 3 clusters Score -2.007142e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20075748.000000 Penalty: 5954.493164
	Iteration 11Q: 3 clusters Score -2.007575e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162021 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -20077224.000000 Penalty: 5954.493164
	Iteration 12Q: 3 clusters Score -2.007722e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -20077822.000000 Penalty: 5954.493164
	Iteration 13Q: 3 clusters Score -2.007782e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163032 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -20078022.000000 Penalty: 5954.493164
	Iteration 14Q: 3 clusters Score -2.007802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20078146.000000 Penalty: 5954.493164
	Iteration 15Q: 3 clusters Score -2.007815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -20078182.000000 Penalty: 5954.493164
	Iteration 16Q: 3 clusters Score -2.007818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163215 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20078208.000000 Penalty: 5954.493164
	Iteration 17Q: 3 clusters Score -2.007821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163219 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -20078230.000000 Penalty: 5954.493164
	Iteration 18Q: 3 clusters Score -2.007823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20078242.000000 Penalty: 5954.493164
	Iteration 19Q: 3 clusters Score -2.007824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163228 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20078240.000000 Penalty: 5954.493164
	Iteration 20F: 3 clusters Score -2.007824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20078240.000000 Penalty: 5954.493164
	Iteration 21Q: 3 clusters Score -2.007824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20078254.000000 Penalty: 5954.493164
	Iteration 22Q: 3 clusters Score -2.007825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20078260.000000 Penalty: 5954.493164
	Iteration 23Q: 3 clusters Score -2.007826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20078270.000000 Penalty: 5954.493164
	Iteration 24Q: 3 clusters Score -2.007827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20078262.000000 Penalty: 5954.493164
	Iteration 25Q: 3 clusters Score -2.007826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20078270.000000 Penalty: 5954.493164
	Iteration 26Q: 3 clusters Score -2.007827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20078266.000000 Penalty: 5954.493164
	Iteration 27Q: 3 clusters Score -2.007827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20078266.000000 Penalty: 5954.493164
	Iteration 28F: 3 clusters Score -2.007827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Entering Unmasked Estep 
Score: -1409039.000000 Penalty: 2327.700439
	Iteration 0F: 2 clusters Score -1409039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1400157.500000 Penalty: 4655.400879
	Iteration 0F: 3 clusters Score -1400158 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1403202.500000 Penalty: 4655.400879
	Iteration 1F: 3 clusters Score -1403202 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1404192.875000 Penalty: 4655.400879
	Iteration 2F: 3 clusters Score -1404193 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1405839.750000 Penalty: 4655.400879
	Iteration 3F: 3 clusters Score -1405840 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1407864.125000 Penalty: 4655.400879
	Iteration 4F: 3 clusters Score -1407864 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1409318.625000 Penalty: 4655.400879
	Iteration 5F: 3 clusters Score -1409319 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1410211.250000 Penalty: 4655.400879
	Iteration 6F: 3 clusters Score -1410211 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1410717.500000 Penalty: 4655.400879
	Iteration 7Q: 3 clusters Score -1410718 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1410986.875000 Penalty: 4655.400879
	Iteration 8Q: 3 clusters Score -1410987 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1411123.250000 Penalty: 4655.400879
	Iteration 9Q: 3 clusters Score -1411123 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1411195.625000 Penalty: 4655.400879
	Iteration 10Q: 3 clusters Score -1411196 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1411234.750000 Penalty: 4655.400879
	Iteration 11Q: 3 clusters Score -1411235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1411257.125000 Penalty: 4655.400879
	Iteration 12Q: 3 clusters Score -1411257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1411265.750000 Penalty: 4655.400879
	Iteration 13Q: 3 clusters Score -1411266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1411274.625000 Penalty: 4655.400879
	Iteration 14Q: 3 clusters Score -1411275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1411281.000000 Penalty: 4655.400879
	Iteration 15Q: 3 clusters Score -1411281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1411282.250000 Penalty: 4655.400879
	Iteration 16Q: 3 clusters Score -1411282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1411293.000000 Penalty: 4655.400879
	Iteration 17Q: 3 clusters Score -1411293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1411296.250000 Penalty: 4655.400879
	Iteration 18Q: 3 clusters Score -1411296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1411300.125000 Penalty: 4655.400879
	Iteration 19Q: 3 clusters Score -1411300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1411303.250000 Penalty: 4655.400879
	Iteration 20F: 3 clusters Score -1411303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1411308.375000 Penalty: 4655.400879
	Iteration 21Q: 3 clusters Score -1411308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1411306.875000 Penalty: 4655.400879
	Iteration 22Q: 3 clusters Score -1411307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1411307.125000 Penalty: 4655.400879
	Iteration 23Q: 3 clusters Score -1411307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1411308.875000 Penalty: 4655.400879
	Iteration 24Q: 3 clusters Score -1411309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1411307.250000 Penalty: 4655.400879
	Iteration 25Q: 3 clusters Score -1411307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1411310.375000 Penalty: 4655.400879
	Iteration 26Q: 3 clusters Score -1411310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1411313.125000 Penalty: 4655.400879
	Iteration 27Q: 3 clusters Score -1411313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1411312.750000 Penalty: 4655.400879
	Iteration 28Q: 3 clusters Score -1411313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1411313.375000 Penalty: 4655.400879
	Iteration 29Q: 3 clusters Score -1411313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1411311.625000 Penalty: 4655.400879
	Iteration 30Q: 3 clusters Score -1411312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1411311.250000 Penalty: 4655.400879
	Iteration 31Q: 3 clusters Score -1411311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1411313.375000 Penalty: 4655.400879
	Iteration 32Q: 3 clusters Score -1411313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1411312.125000 Penalty: 4655.400879
	Iteration 33Q: 3 clusters Score -1411312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1411312.500000 Penalty: 4655.400879
	Iteration 34Q: 3 clusters Score -1411312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1411310.125000 Penalty: 4655.400879
	Iteration 35Q: 3 clusters Score -1411310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1411310.125000 Penalty: 4655.400879
	Iteration 36F: 3 clusters Score -1411310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 17 contains 27064 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4083 members 
Mstep: Class 21 contains 174764 members 
Mstep: Class 22 contains 4099 members 
Entering Unmasked Estep 
Score: -194562896.000000 Penalty: 77982.101562
Splitting cluster 19 changes total score from -194554208.000000 to -194562896.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -438925.718750 Penalty: 2062.017822
	Iteration 0F: 2 clusters Score -438925.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -435129.343750 Penalty: 4124.035645
	Iteration 0F: 3 clusters Score -435129.3 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -437636.437500 Penalty: 4124.035645
	Iteration 1F: 3 clusters Score -437636.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -440013.625000 Penalty: 4124.035645
	Iteration 2F: 3 clusters Score -440013.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -442170.125000 Penalty: 4124.035645
	Iteration 3F: 3 clusters Score -442170.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -443694.906250 Penalty: 4124.035645
	Iteration 4F: 3 clusters Score -443694.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -445247.687500 Penalty: 4124.035645
	Iteration 5F: 3 clusters Score -445247.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -446175.500000 Penalty: 4124.035645
	Iteration 6Q: 3 clusters Score -446175.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -446859.468750 Penalty: 4124.035645
	Iteration 7Q: 3 clusters Score -446859.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -447660.500000 Penalty: 4124.035645
	Iteration 8Q: 3 clusters Score -447660.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -448113.750000 Penalty: 4124.035645
	Iteration 9Q: 3 clusters Score -448113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -448117.281250 Penalty: 4124.035645
	Iteration 10Q: 3 clusters Score -448117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -448119.687500 Penalty: 4124.035645
	Iteration 11Q: 3 clusters Score -448119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -448123.062500 Penalty: 4124.035645
	Iteration 12Q: 3 clusters Score -448123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -448365.031250 Penalty: 4124.035645
	Iteration 13F: 3 clusters Score -448365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -449337.281250 Penalty: 4124.035645
	Iteration 14Q: 3 clusters Score -449337.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -450810.281250 Penalty: 4124.035645
	Iteration 15Q: 3 clusters Score -450810.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -450951.437500 Penalty: 4124.035645
	Iteration 16Q: 3 clusters Score -450951.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -450994.625000 Penalty: 4124.035645
	Iteration 17Q: 3 clusters Score -450994.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -451049.687500 Penalty: 4124.035645
	Iteration 18Q: 3 clusters Score -451049.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -451113.312500 Penalty: 4124.035645
	Iteration 19Q: 3 clusters Score -451113.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -451221.437500 Penalty: 4124.035645
	Iteration 20F: 3 clusters Score -451221.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -451384.562500 Penalty: 4124.035645
	Iteration 21Q: 3 clusters Score -451384.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -451468.906250 Penalty: 4124.035645
	Iteration 22Q: 3 clusters Score -451468.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -451477.343750 Penalty: 4124.035645
	Iteration 23Q: 3 clusters Score -451477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -451479.625000 Penalty: 4124.035645
	Iteration 24Q: 3 clusters Score -451479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -451479.625000 Penalty: 4124.035645
	Iteration 25F: 3 clusters Score -451479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 17 contains 27064 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 2694 members 
Mstep: Class 21 contains 174764 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 1389 members 
Entering Unmasked Estep 
Score: -194574816.000000 Penalty: 81526.742188
Splitting cluster 20 changes total score from -194554208.000000 to -194574816.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 103705 members 
Mstep: Class 4 contains 173469 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 32340 members 
Mstep: Class 7 contains 84536 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 70852 members 
Mstep: Class 10 contains 185798 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 14 contains 165796 members 
Mstep: Class 15 contains 157679 members 
Mstep: Class 16 contains 159248 members 
Mstep: Class 18 contains 163575 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194585968.000000 Penalty: 81526.742188
Iteration 39Q: 24 clusters Score -1.94586e+08 nChanged 42584
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 104942 members 
Mstep: Class 4 contains 173304 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 31231 members 
Mstep: Class 7 contains 85712 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 71875 members 
Mstep: Class 10 contains 187148 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 5182 members 
Mstep: Class 13 contains 3605 members 
Mstep: Class 14 contains 161065 members 
Mstep: Class 15 contains 155094 members 
Mstep: Class 16 contains 158653 members 
Mstep: Class 17 contains 26592 members 
Mstep: Class 18 contains 163259 members 
Mstep: Class 19 contains 8733 members 
Mstep: Class 20 contains 3854 members 
Mstep: Class 21 contains 176650 members 
Mstep: Class 22 contains 3520 members 
Mstep: Class 23 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194599328.000000 Penalty: 81526.742188
Iteration 40F: 24 clusters Score -1.945993e+08 nChanged 39601
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 77298 members 
Mstep: Class 2 contains 6320 members 
Mstep: Class 3 contains 106177 members 
Mstep: Class 4 contains 172614 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 30299 members 
Mstep: Class 7 contains 86719 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 72364 members 
Mstep: Class 10 contains 186392 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 5236 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 157553 members 
Mstep: Class 15 contains 152973 members 
Mstep: Class 16 contains 157889 members 
Mstep: Class 17 contains 28043 members 
Mstep: Class 18 contains 163015 members 
Mstep: Class 19 contains 9339 members 
Mstep: Class 20 contains 4930 members 
Mstep: Class 21 contains 178003 members 
Mstep: Class 22 contains 3695 members 
Mstep: Class 23 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194607280.000000 Penalty: 81526.742188
Iteration 41Q: 24 clusters Score -1.946073e+08 nChanged 34514
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 107141 members 
Mstep: Class 4 contains 171958 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 29381 members 
Mstep: Class 7 contains 87772 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 72713 members 
Mstep: Class 10 contains 184573 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 5297 members 
Mstep: Class 13 contains 3685 members 
Mstep: Class 14 contains 154870 members 
Mstep: Class 15 contains 151613 members 
Mstep: Class 16 contains 158118 members 
Mstep: Class 17 contains 29207 members 
Mstep: Class 18 contains 162868 members 
Mstep: Class 19 contains 9773 members 
Mstep: Class 20 contains 5834 members 
Mstep: Class 21 contains 178939 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194614352.000000 Penalty: 81526.742188
Iteration 42Q: 24 clusters Score -1.946144e+08 nChanged 31121
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 107949 members 
Mstep: Class 4 contains 171370 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 28381 members 
Mstep: Class 7 contains 88724 members 
Mstep: Class 8 contains 3492 members 
Mstep: Class 9 contains 73052 members 
Mstep: Class 10 contains 182286 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 152856 members 
Mstep: Class 15 contains 150735 members 
Mstep: Class 16 contains 158751 members 
Mstep: Class 17 contains 30169 members 
Mstep: Class 18 contains 162930 members 
Mstep: Class 19 contains 10133 members 
Mstep: Class 20 contains 6623 members 
Mstep: Class 21 contains 179581 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621136.000000 Penalty: 81526.742188
Iteration 43Q: 24 clusters Score -1.946211e+08 nChanged 28472
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 108838 members 
Mstep: Class 4 contains 170679 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 27416 members 
Mstep: Class 7 contains 89615 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 9 contains 73364 members 
Mstep: Class 10 contains 179475 members 
Mstep: Class 11 contains 3169 members 
Mstep: Class 12 contains 5364 members 
Mstep: Class 13 contains 3790 members 
Mstep: Class 14 contains 151440 members 
Mstep: Class 15 contains 150254 members 
Mstep: Class 16 contains 159587 members 
Mstep: Class 17 contains 30976 members 
Mstep: Class 18 contains 163107 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 180157 members 
Mstep: Class 22 contains 3636 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194625888.000000 Penalty: 81526.742188
Iteration 44Q: 24 clusters Score -1.946259e+08 nChanged 26505
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 109739 members 
Mstep: Class 4 contains 170100 members 
Mstep: Class 5 contains 1506 members 
Mstep: Class 6 contains 26509 members 
Mstep: Class 7 contains 90530 members 
Mstep: Class 8 contains 3306 members 
Mstep: Class 9 contains 73633 members 
Mstep: Class 10 contains 176262 members 
Mstep: Class 11 contains 3217 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 150389 members 
Mstep: Class 15 contains 150008 members 
Mstep: Class 16 contains 160493 members 
Mstep: Class 17 contains 31795 members 
Mstep: Class 18 contains 163361 members 
Mstep: Class 19 contains 10611 members 
Mstep: Class 20 contains 7853 members 
Mstep: Class 21 contains 180470 members 
Mstep: Class 22 contains 3566 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194630112.000000 Penalty: 81526.742188
Iteration 45Q: 24 clusters Score -1.946301e+08 nChanged 24672
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 110646 members 
Mstep: Class 4 contains 169468 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 25627 members 
Mstep: Class 7 contains 91420 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 9 contains 73900 members 
Mstep: Class 10 contains 172881 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 14 contains 149713 members 
Mstep: Class 15 contains 149921 members 
Mstep: Class 16 contains 161393 members 
Mstep: Class 17 contains 32607 members 
Mstep: Class 18 contains 163639 members 
Mstep: Class 19 contains 10747 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 180774 members 
Mstep: Class 22 contains 3500 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633040.000000 Penalty: 81526.742188
Iteration 46Q: 24 clusters Score -1.94633e+08 nChanged 22943
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 6287 members 
Mstep: Class 3 contains 111591 members 
Mstep: Class 4 contains 168836 members 
Mstep: Class 5 contains 1504 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 92214 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 74132 members 
Mstep: Class 10 contains 169449 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 5496 members 
Mstep: Class 13 contains 3947 members 
Mstep: Class 14 contains 149190 members 
Mstep: Class 15 contains 150020 members 
Mstep: Class 16 contains 162321 members 
Mstep: Class 17 contains 33458 members 
Mstep: Class 18 contains 163879 members 
Mstep: Class 19 contains 10833 members 
Mstep: Class 20 contains 8730 members 
Mstep: Class 21 contains 181033 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635360.000000 Penalty: 81526.742188
Iteration 47Q: 24 clusters Score -1.946354e+08 nChanged 21584
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 6285 members 
Mstep: Class 3 contains 112697 members 
Mstep: Class 4 contains 168199 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 23922 members 
Mstep: Class 7 contains 92985 members 
Mstep: Class 8 contains 2943 members 
Mstep: Class 9 contains 74334 members 
Mstep: Class 10 contains 165872 members 
Mstep: Class 11 contains 3295 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 148866 members 
Mstep: Class 15 contains 150212 members 
Mstep: Class 16 contains 163234 members 
Mstep: Class 17 contains 34290 members 
Mstep: Class 18 contains 164082 members 
Mstep: Class 19 contains 10915 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 181192 members 
Mstep: Class 22 contains 3399 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639072.000000 Penalty: 81526.742188
Iteration 48Q: 24 clusters Score -1.946391e+08 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 84200 members 
Mstep: Class 2 contains 6278 members 
Mstep: Class 3 contains 113821 members 
Mstep: Class 4 contains 167629 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 23189 members 
Mstep: Class 7 contains 93650 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 74534 members 
Mstep: Class 10 contains 162452 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 5552 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 148701 members 
Mstep: Class 15 contains 150386 members 
Mstep: Class 16 contains 164010 members 
Mstep: Class 17 contains 35114 members 
Mstep: Class 18 contains 164140 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 9377 members 
Mstep: Class 21 contains 181380 members 
Mstep: Class 22 contains 3364 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194641056.000000 Penalty: 81526.742188
Iteration 49Q: 24 clusters Score -1.946411e+08 nChanged 19600
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 114962 members 
Mstep: Class 4 contains 167044 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 22459 members 
Mstep: Class 7 contains 94255 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 74709 members 
Mstep: Class 10 contains 159253 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 4142 members 
Mstep: Class 14 contains 148592 members 
Mstep: Class 15 contains 150644 members 
Mstep: Class 16 contains 164667 members 
Mstep: Class 17 contains 35974 members 
Mstep: Class 18 contains 164210 members 
Mstep: Class 19 contains 11045 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 181467 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644784.000000 Penalty: 81526.742188
Iteration 50Q: 24 clusters Score -1.946448e+08 nChanged 18945
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 6282 members 
Mstep: Class 3 contains 116081 members 
Mstep: Class 4 contains 166432 members 
Mstep: Class 5 contains 1503 members 
Mstep: Class 6 contains 21802 members 
Mstep: Class 7 contains 94875 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 74863 members 
Mstep: Class 10 contains 156293 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 148542 members 
Mstep: Class 15 contains 150975 members 
Mstep: Class 16 contains 165177 members 
Mstep: Class 17 contains 36871 members 
Mstep: Class 18 contains 164173 members 
Mstep: Class 19 contains 11063 members 
Mstep: Class 20 contains 9875 members 
Mstep: Class 21 contains 181500 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3507.494385 but Gain 3544.640625
Score: -194647664.000000 Penalty: 77982.101562
Iteration 51Q: 23 clusters Score -1.946477e+08 nChanged 20676
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 6291 members 
Mstep: Class 3 contains 117847 members 
Mstep: Class 4 contains 166243 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 7 contains 95530 members 
Mstep: Class 9 contains 75071 members 
Mstep: Class 10 contains 153762 members 
Mstep: Class 11 contains 3334 members 
Mstep: Class 12 contains 5593 members 
Mstep: Class 13 contains 4232 members 
Mstep: Class 14 contains 148467 members 
Mstep: Class 15 contains 151430 members 
Mstep: Class 16 contains 166055 members 
Mstep: Class 17 contains 37807 members 
Mstep: Class 18 contains 164120 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 181714 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653280.000000 Penalty: 77982.101562
Iteration 52Q: 23 clusters Score -1.946533e+08 nChanged 18613
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 6284 members 
Mstep: Class 3 contains 119233 members 
Mstep: Class 4 contains 165443 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 21051 members 
Mstep: Class 7 contains 96089 members 
Mstep: Class 9 contains 75157 members 
Mstep: Class 10 contains 151420 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 4265 members 
Mstep: Class 14 contains 148234 members 
Mstep: Class 15 contains 151855 members 
Mstep: Class 16 contains 166361 members 
Mstep: Class 17 contains 38802 members 
Mstep: Class 18 contains 163916 members 
Mstep: Class 19 contains 11105 members 
Mstep: Class 20 contains 10244 members 
Mstep: Class 21 contains 181619 members 
Mstep: Class 22 contains 3236 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194656688.000000 Penalty: 77982.101562
Iteration 53Q: 23 clusters Score -1.946567e+08 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 120592 members 
Mstep: Class 4 contains 164721 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 20500 members 
Mstep: Class 7 contains 96613 members 
Mstep: Class 9 contains 75270 members 
Mstep: Class 10 contains 149346 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 147898 members 
Mstep: Class 15 contains 152320 members 
Mstep: Class 16 contains 166454 members 
Mstep: Class 17 contains 39807 members 
Mstep: Class 18 contains 163633 members 
Mstep: Class 19 contains 11141 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 181609 members 
Mstep: Class 22 contains 3213 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659072.000000 Penalty: 77982.101562
Iteration 54Q: 23 clusters Score -1.946591e+08 nChanged 17760
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 122040 members 
Mstep: Class 4 contains 164232 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 19996 members 
Mstep: Class 7 contains 97171 members 
Mstep: Class 9 contains 75326 members 
Mstep: Class 10 contains 147295 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 5600 members 
Mstep: Class 13 contains 4317 members 
Mstep: Class 14 contains 147474 members 
Mstep: Class 15 contains 152844 members 
Mstep: Class 16 contains 166376 members 
Mstep: Class 17 contains 40815 members 
Mstep: Class 18 contains 163410 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 10523 members 
Mstep: Class 21 contains 181372 members 
Mstep: Class 22 contains 3183 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662112.000000 Penalty: 77982.101562
Iteration 55Q: 23 clusters Score -1.946621e+08 nChanged 17291
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 123426 members 
Mstep: Class 4 contains 163676 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 19522 members 
Mstep: Class 7 contains 97638 members 
Mstep: Class 9 contains 75367 members 
Mstep: Class 10 contains 145540 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 5594 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 147029 members 
Mstep: Class 15 contains 153481 members 
Mstep: Class 16 contains 166144 members 
Mstep: Class 17 contains 41841 members 
Mstep: Class 18 contains 163177 members 
Mstep: Class 19 contains 11195 members 
Mstep: Class 20 contains 10692 members 
Mstep: Class 21 contains 181108 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665264.000000 Penalty: 77982.101562
Iteration 56Q: 23 clusters Score -1.946653e+08 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 124890 members 
Mstep: Class 4 contains 163124 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 19104 members 
Mstep: Class 7 contains 98073 members 
Mstep: Class 9 contains 75389 members 
Mstep: Class 10 contains 143958 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 146510 members 
Mstep: Class 15 contains 154134 members 
Mstep: Class 16 contains 165758 members 
Mstep: Class 17 contains 42897 members 
Mstep: Class 18 contains 162939 members 
Mstep: Class 19 contains 11193 members 
Mstep: Class 20 contains 10849 members 
Mstep: Class 21 contains 180807 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668896.000000 Penalty: 77982.101562
Iteration 57Q: 23 clusters Score -1.946689e+08 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 126488 members 
Mstep: Class 4 contains 162580 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 18735 members 
Mstep: Class 7 contains 98464 members 
Mstep: Class 9 contains 75400 members 
Mstep: Class 10 contains 142335 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 5586 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 145939 members 
Mstep: Class 15 contains 154887 members 
Mstep: Class 16 contains 165260 members 
Mstep: Class 17 contains 43976 members 
Mstep: Class 18 contains 162712 members 
Mstep: Class 19 contains 11210 members 
Mstep: Class 20 contains 10972 members 
Mstep: Class 21 contains 180505 members 
Mstep: Class 22 contains 3132 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671472.000000 Penalty: 77982.101562
Iteration 58Q: 23 clusters Score -1.946715e+08 nChanged 16361
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87004 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 128155 members 
Mstep: Class 4 contains 161970 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 18339 members 
Mstep: Class 7 contains 98762 members 
Mstep: Class 9 contains 75437 members 
Mstep: Class 10 contains 140679 members 
Mstep: Class 11 contains 3392 members 
Mstep: Class 12 contains 5566 members 
Mstep: Class 13 contains 4379 members 
Mstep: Class 14 contains 145384 members 
Mstep: Class 15 contains 155627 members 
Mstep: Class 16 contains 164793 members 
Mstep: Class 17 contains 45075 members 
Mstep: Class 18 contains 162485 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 11102 members 
Mstep: Class 21 contains 180248 members 
Mstep: Class 22 contains 3119 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674032.000000 Penalty: 77982.101562
Iteration 59Q: 23 clusters Score -1.94674e+08 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87170 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 129981 members 
Mstep: Class 4 contains 161428 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 17967 members 
Mstep: Class 7 contains 99042 members 
Mstep: Class 9 contains 75477 members 
Mstep: Class 10 contains 138995 members 
Mstep: Class 11 contains 3397 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 144794 members 
Mstep: Class 15 contains 156290 members 
Mstep: Class 16 contains 164321 members 
Mstep: Class 17 contains 46078 members 
Mstep: Class 18 contains 162272 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 11237 members 
Mstep: Class 21 contains 180021 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677088.000000 Penalty: 77982.101562
Iteration 60F: 23 clusters Score -1.946771e+08 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 132034 members 
Mstep: Class 4 contains 161017 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 17620 members 
Mstep: Class 7 contains 99304 members 
Mstep: Class 9 contains 75467 members 
Mstep: Class 10 contains 137289 members 
Mstep: Class 11 contains 3421 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 144088 members 
Mstep: Class 15 contains 156970 members 
Mstep: Class 16 contains 163821 members 
Mstep: Class 17 contains 47078 members 
Mstep: Class 18 contains 162048 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 11364 members 
Mstep: Class 21 contains 179682 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679952.000000 Penalty: 77982.101562
Iteration 61Q: 23 clusters Score -1.9468e+08 nChanged 15331
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 134035 members 
Mstep: Class 4 contains 160637 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 99539 members 
Mstep: Class 9 contains 75530 members 
Mstep: Class 10 contains 135593 members 
Mstep: Class 11 contains 3434 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 143446 members 
Mstep: Class 15 contains 157682 members 
Mstep: Class 16 contains 163343 members 
Mstep: Class 17 contains 48047 members 
Mstep: Class 18 contains 161755 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 11474 members 
Mstep: Class 21 contains 179385 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681792.000000 Penalty: 77982.101562
Iteration 62Q: 23 clusters Score -1.946818e+08 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 136164 members 
Mstep: Class 4 contains 160265 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 16958 members 
Mstep: Class 7 contains 99747 members 
Mstep: Class 9 contains 75607 members 
Mstep: Class 10 contains 133843 members 
Mstep: Class 11 contains 3456 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 142851 members 
Mstep: Class 15 contains 158414 members 
Mstep: Class 16 contains 162800 members 
Mstep: Class 17 contains 48988 members 
Mstep: Class 18 contains 161414 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 179054 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684464.000000 Penalty: 77982.101562
Iteration 63Q: 23 clusters Score -1.946845e+08 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 138529 members 
Mstep: Class 4 contains 159868 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 16645 members 
Mstep: Class 7 contains 99855 members 
Mstep: Class 9 contains 75653 members 
Mstep: Class 10 contains 132111 members 
Mstep: Class 11 contains 3478 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 142303 members 
Mstep: Class 15 contains 159129 members 
Mstep: Class 16 contains 162198 members 
Mstep: Class 17 contains 49819 members 
Mstep: Class 18 contains 161082 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 11655 members 
Mstep: Class 21 contains 178783 members 
Mstep: Class 22 contains 3034 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686272.000000 Penalty: 77982.101562
Iteration 64Q: 23 clusters Score -1.946863e+08 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 141021 members 
Mstep: Class 4 contains 159528 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 16372 members 
Mstep: Class 7 contains 99921 members 
Mstep: Class 9 contains 75679 members 
Mstep: Class 10 contains 130306 members 
Mstep: Class 11 contains 3483 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 4440 members 
Mstep: Class 14 contains 141786 members 
Mstep: Class 15 contains 159788 members 
Mstep: Class 16 contains 161675 members 
Mstep: Class 17 contains 50553 members 
Mstep: Class 18 contains 160805 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 11745 members 
Mstep: Class 21 contains 178487 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688592.000000 Penalty: 77982.101562
Iteration 65Q: 23 clusters Score -1.946886e+08 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 143739 members 
Mstep: Class 4 contains 159255 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 16075 members 
Mstep: Class 7 contains 99997 members 
Mstep: Class 9 contains 75696 members 
Mstep: Class 10 contains 128457 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 4445 members 
Mstep: Class 14 contains 141353 members 
Mstep: Class 15 contains 160404 members 
Mstep: Class 16 contains 161032 members 
Mstep: Class 17 contains 51166 members 
Mstep: Class 18 contains 160579 members 
Mstep: Class 19 contains 11298 members 
Mstep: Class 20 contains 11861 members 
Mstep: Class 21 contains 178100 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690272.000000 Penalty: 77982.101562
Iteration 66Q: 23 clusters Score -1.946903e+08 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 146658 members 
Mstep: Class 4 contains 158879 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15780 members 
Mstep: Class 7 contains 99998 members 
Mstep: Class 9 contains 75698 members 
Mstep: Class 10 contains 126732 members 
Mstep: Class 11 contains 3515 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 140937 members 
Mstep: Class 15 contains 160962 members 
Mstep: Class 16 contains 160357 members 
Mstep: Class 17 contains 51745 members 
Mstep: Class 18 contains 160343 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 11963 members 
Mstep: Class 21 contains 177762 members 
Mstep: Class 22 contains 2996 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692224.000000 Penalty: 77982.101562
Iteration 67Q: 23 clusters Score -1.946922e+08 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 6248 members 
Mstep: Class 3 contains 149966 members 
Mstep: Class 4 contains 158488 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15480 members 
Mstep: Class 7 contains 99966 members 
Mstep: Class 9 contains 75720 members 
Mstep: Class 10 contains 124961 members 
Mstep: Class 11 contains 3512 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 14 contains 140649 members 
Mstep: Class 15 contains 161453 members 
Mstep: Class 16 contains 159422 members 
Mstep: Class 17 contains 52240 members 
Mstep: Class 18 contains 160145 members 
Mstep: Class 19 contains 11308 members 
Mstep: Class 20 contains 12039 members 
Mstep: Class 21 contains 177464 members 
Mstep: Class 22 contains 2990 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693824.000000 Penalty: 77982.101562
Iteration 68Q: 23 clusters Score -1.946938e+08 nChanged 13568
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 6253 members 
Mstep: Class 3 contains 153469 members 
Mstep: Class 4 contains 158046 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 99900 members 
Mstep: Class 9 contains 75752 members 
Mstep: Class 10 contains 123215 members 
Mstep: Class 11 contains 3517 members 
Mstep: Class 12 contains 5257 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 140585 members 
Mstep: Class 15 contains 161768 members 
Mstep: Class 16 contains 158430 members 
Mstep: Class 17 contains 52648 members 
Mstep: Class 18 contains 159819 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 12149 members 
Mstep: Class 21 contains 177193 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696080.000000 Penalty: 77982.101562
Iteration 69Q: 23 clusters Score -1.946961e+08 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 6252 members 
Mstep: Class 3 contains 157486 members 
Mstep: Class 4 contains 157395 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 99750 members 
Mstep: Class 9 contains 75759 members 
Mstep: Class 10 contains 121515 members 
Mstep: Class 11 contains 3523 members 
Mstep: Class 12 contains 5209 members 
Mstep: Class 13 contains 4481 members 
Mstep: Class 14 contains 140862 members 
Mstep: Class 15 contains 162012 members 
Mstep: Class 16 contains 157190 members 
Mstep: Class 17 contains 52994 members 
Mstep: Class 18 contains 159461 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 176800 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698512.000000 Penalty: 77982.101562
Iteration 70Q: 23 clusters Score -1.946985e+08 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 6251 members 
Mstep: Class 3 contains 161973 members 
Mstep: Class 4 contains 156710 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 99571 members 
Mstep: Class 9 contains 75775 members 
Mstep: Class 10 contains 119818 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 141491 members 
Mstep: Class 15 contains 162218 members 
Mstep: Class 16 contains 155549 members 
Mstep: Class 17 contains 53244 members 
Mstep: Class 18 contains 158981 members 
Mstep: Class 19 contains 11306 members 
Mstep: Class 20 contains 12373 members 
Mstep: Class 21 contains 176247 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698880.000000 Penalty: 77982.101562
Iteration 71Q: 23 clusters Score -1.946989e+08 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 166740 members 
Mstep: Class 4 contains 155874 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14562 members 
Mstep: Class 7 contains 99274 members 
Mstep: Class 9 contains 75795 members 
Mstep: Class 10 contains 118156 members 
Mstep: Class 11 contains 3536 members 
Mstep: Class 12 contains 5107 members 
Mstep: Class 13 contains 4492 members 
Mstep: Class 14 contains 142510 members 
Mstep: Class 15 contains 162503 members 
Mstep: Class 16 contains 153547 members 
Mstep: Class 17 contains 53386 members 
Mstep: Class 18 contains 158435 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 12475 members 
Mstep: Class 21 contains 175730 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700848.000000 Penalty: 77982.101562
Iteration 72Q: 23 clusters Score -1.947008e+08 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 171687 members 
Mstep: Class 4 contains 155073 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14435 members 
Mstep: Class 7 contains 98948 members 
Mstep: Class 9 contains 75813 members 
Mstep: Class 10 contains 116511 members 
Mstep: Class 11 contains 3542 members 
Mstep: Class 12 contains 5067 members 
Mstep: Class 13 contains 4498 members 
Mstep: Class 14 contains 143866 members 
Mstep: Class 15 contains 162869 members 
Mstep: Class 16 contains 151197 members 
Mstep: Class 17 contains 53502 members 
Mstep: Class 18 contains 157831 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 175004 members 
Mstep: Class 22 contains 2957 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703552.000000 Penalty: 77982.101562
Iteration 73Q: 23 clusters Score -1.947036e+08 nChanged 17811
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 176586 members 
Mstep: Class 4 contains 154423 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14335 members 
Mstep: Class 7 contains 98600 members 
Mstep: Class 9 contains 75891 members 
Mstep: Class 10 contains 114948 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 13 contains 4504 members 
Mstep: Class 14 contains 145625 members 
Mstep: Class 15 contains 163143 members 
Mstep: Class 16 contains 148415 members 
Mstep: Class 17 contains 53520 members 
Mstep: Class 18 contains 157188 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 12643 members 
Mstep: Class 21 contains 174251 members 
Mstep: Class 22 contains 2958 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704688.000000 Penalty: 77982.101562
Iteration 74Q: 23 clusters Score -1.947047e+08 nChanged 18900
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 181508 members 
Mstep: Class 4 contains 153730 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14249 members 
Mstep: Class 7 contains 98204 members 
Mstep: Class 9 contains 75957 members 
Mstep: Class 10 contains 113504 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 5048 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 147755 members 
Mstep: Class 15 contains 163497 members 
Mstep: Class 16 contains 145203 members 
Mstep: Class 17 contains 53578 members 
Mstep: Class 18 contains 156507 members 
Mstep: Class 19 contains 11214 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 173457 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705424.000000 Penalty: 77982.101562
Iteration 75Q: 23 clusters Score -1.947054e+08 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85415 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 186177 members 
Mstep: Class 4 contains 153108 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14152 members 
Mstep: Class 7 contains 97794 members 
Mstep: Class 9 contains 76069 members 
Mstep: Class 10 contains 112139 members 
Mstep: Class 11 contains 3553 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 4529 members 
Mstep: Class 14 contains 150184 members 
Mstep: Class 15 contains 164050 members 
Mstep: Class 16 contains 141523 members 
Mstep: Class 17 contains 53567 members 
Mstep: Class 18 contains 155882 members 
Mstep: Class 19 contains 11198 members 
Mstep: Class 20 contains 12788 members 
Mstep: Class 21 contains 172658 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705232.000000 Penalty: 77982.101562
Iteration 76Q: 23 clusters Score -1.947052e+08 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 6231 members 
Mstep: Class 3 contains 190513 members 
Mstep: Class 4 contains 152421 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14101 members 
Mstep: Class 7 contains 97401 members 
Mstep: Class 9 contains 76162 members 
Mstep: Class 10 contains 110891 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 4968 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 152656 members 
Mstep: Class 15 contains 164761 members 
Mstep: Class 16 contains 137508 members 
Mstep: Class 17 contains 53585 members 
Mstep: Class 18 contains 155402 members 
Mstep: Class 19 contains 11184 members 
Mstep: Class 20 contains 12864 members 
Mstep: Class 21 contains 172053 members 
Mstep: Class 22 contains 2951 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705904.000000 Penalty: 77982.101562
Iteration 77Q: 23 clusters Score -1.947059e+08 nChanged 20534
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 6234 members 
Mstep: Class 3 contains 193955 members 
Mstep: Class 4 contains 151819 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14071 members 
Mstep: Class 7 contains 97048 members 
Mstep: Class 9 contains 76296 members 
Mstep: Class 10 contains 109835 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 4931 members 
Mstep: Class 13 contains 4543 members 
Mstep: Class 14 contains 155352 members 
Mstep: Class 15 contains 165565 members 
Mstep: Class 16 contains 133428 members 
Mstep: Class 17 contains 53582 members 
Mstep: Class 18 contains 155072 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 12943 members 
Mstep: Class 21 contains 171507 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706144.000000 Penalty: 77982.101562
Iteration 78Q: 23 clusters Score -1.947061e+08 nChanged 20818
Entering ConstructFrom: 
Score: -194706144.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (85104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Entering Unmasked Estep 
Score: -10566216.000000 Penalty: 2815.204102
	Iteration 0F: 2 clusters Score -1.056622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -10509259.000000 Penalty: 5630.408203
	Iteration 0F: 3 clusters Score -1.050926e+07 nChanged 40092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -10532368.000000 Penalty: 5630.408203
	Iteration 1F: 3 clusters Score -1.053237e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -10533733.000000 Penalty: 5630.408203
	Iteration 2Q: 3 clusters Score -1.053373e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -10535630.000000 Penalty: 5630.408203
	Iteration 3Q: 3 clusters Score -1.053563e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -10537965.000000 Penalty: 5630.408203
	Iteration 4F: 3 clusters Score -1.053796e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -10540744.000000 Penalty: 5630.408203
	Iteration 5F: 3 clusters Score -1.054074e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -10543913.000000 Penalty: 5630.408203
	Iteration 6F: 3 clusters Score -1.054391e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -10547363.000000 Penalty: 5630.408203
	Iteration 7F: 3 clusters Score -1.054736e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -10550704.000000 Penalty: 5630.408203
	Iteration 8F: 3 clusters Score -1.05507e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -10553325.000000 Penalty: 5630.408203
	Iteration 9Q: 3 clusters Score -1.055332e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -10555327.000000 Penalty: 5630.408203
	Iteration 10Q: 3 clusters Score -1.055533e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -10556554.000000 Penalty: 5630.408203
	Iteration 11Q: 3 clusters Score -1.055655e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -10557404.000000 Penalty: 5630.408203
	Iteration 12Q: 3 clusters Score -1.05574e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -10558041.000000 Penalty: 5630.408203
	Iteration 13Q: 3 clusters Score -1.055804e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -10558688.000000 Penalty: 5630.408203
	Iteration 14Q: 3 clusters Score -1.055869e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -10559239.000000 Penalty: 5630.408203
	Iteration 15Q: 3 clusters Score -1.055924e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -10559817.000000 Penalty: 5630.408203
	Iteration 16Q: 3 clusters Score -1.055982e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68798 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -10560442.000000 Penalty: 5630.408203
	Iteration 17Q: 3 clusters Score -1.056044e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -10560977.000000 Penalty: 5630.408203
	Iteration 18Q: 3 clusters Score -1.056098e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -10561411.000000 Penalty: 5630.408203
	Iteration 19Q: 3 clusters Score -1.056141e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -10561719.000000 Penalty: 5630.408203
	Iteration 20F: 3 clusters Score -1.056172e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -10562044.000000 Penalty: 5630.408203
	Iteration 21Q: 3 clusters Score -1.056204e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73984 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -10562312.000000 Penalty: 5630.408203
	Iteration 22Q: 3 clusters Score -1.056231e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74835 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -10562617.000000 Penalty: 5630.408203
	Iteration 23Q: 3 clusters Score -1.056262e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75664 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -10562936.000000 Penalty: 5630.408203
	Iteration 24Q: 3 clusters Score -1.056294e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -10563211.000000 Penalty: 5630.408203
	Iteration 25Q: 3 clusters Score -1.056321e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -10563455.000000 Penalty: 5630.408203
	Iteration 26Q: 3 clusters Score -1.056346e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -10563682.000000 Penalty: 5630.408203
	Iteration 27Q: 3 clusters Score -1.056368e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -10563897.000000 Penalty: 5630.408203
	Iteration 28Q: 3 clusters Score -1.05639e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -10564121.000000 Penalty: 5630.408203
	Iteration 29Q: 3 clusters Score -1.056412e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -10564319.000000 Penalty: 5630.408203
	Iteration 30Q: 3 clusters Score -1.056432e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -10564433.000000 Penalty: 5630.408203
	Iteration 31Q: 3 clusters Score -1.056443e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -10564578.000000 Penalty: 5630.408203
	Iteration 32Q: 3 clusters Score -1.056458e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -10564687.000000 Penalty: 5630.408203
	Iteration 33Q: 3 clusters Score -1.056469e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81060 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -10564787.000000 Penalty: 5630.408203
	Iteration 34Q: 3 clusters Score -1.056479e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -10564915.000000 Penalty: 5630.408203
	Iteration 35Q: 3 clusters Score -1.056492e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -10564964.000000 Penalty: 5630.408203
	Iteration 36Q: 3 clusters Score -1.056496e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -10565036.000000 Penalty: 5630.408203
	Iteration 37Q: 3 clusters Score -1.056504e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10565099.000000 Penalty: 5630.408203
	Iteration 38Q: 3 clusters Score -1.05651e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -10565101.000000 Penalty: 5630.408203
	Iteration 39Q: 3 clusters Score -1.05651e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10565112.000000 Penalty: 5630.408203
	Iteration 40F: 3 clusters Score -1.056511e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -10565153.000000 Penalty: 5630.408203
	Iteration 41Q: 3 clusters Score -1.056515e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -10565170.000000 Penalty: 5630.408203
	Iteration 42Q: 3 clusters Score -1.056517e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82432 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -10565170.000000 Penalty: 5630.408203
	Iteration 43Q: 3 clusters Score -1.056517e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10565205.000000 Penalty: 5630.408203
	Iteration 44Q: 3 clusters Score -1.05652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10565205.000000 Penalty: 5630.408203
	Iteration 45Q: 3 clusters Score -1.05652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -10565208.000000 Penalty: 5630.408203
	Iteration 46Q: 3 clusters Score -1.056521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10565231.000000 Penalty: 5630.408203
	Iteration 47Q: 3 clusters Score -1.056523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10565237.000000 Penalty: 5630.408203
	Iteration 48Q: 3 clusters Score -1.056524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10565220.000000 Penalty: 5630.408203
	Iteration 49Q: 3 clusters Score -1.056522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10565238.000000 Penalty: 5630.408203
	Iteration 50Q: 3 clusters Score -1.056524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -10565227.000000 Penalty: 5630.408203
	Iteration 51Q: 3 clusters Score -1.056523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10565217.000000 Penalty: 5630.408203
	Iteration 52Q: 3 clusters Score -1.056522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10565198.000000 Penalty: 5630.408203
	Iteration 53Q: 3 clusters Score -1.05652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10565208.000000 Penalty: 5630.408203
	Iteration 54Q: 3 clusters Score -1.056521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10565215.000000 Penalty: 5630.408203
	Iteration 55Q: 3 clusters Score -1.056522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10565210.000000 Penalty: 5630.408203
	Iteration 56Q: 3 clusters Score -1.056521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82700 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10565209.000000 Penalty: 5630.408203
	Iteration 57Q: 3 clusters Score -1.056521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -10565214.000000 Penalty: 5630.408203
	Iteration 58Q: 3 clusters Score -1.056521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10565216.000000 Penalty: 5630.408203
	Iteration 59Q: 3 clusters Score -1.056522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -10565230.000000 Penalty: 5630.408203
	Iteration 60F: 3 clusters Score -1.056523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10565232.000000 Penalty: 5630.408203
	Iteration 61Q: 3 clusters Score -1.056523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10565237.000000 Penalty: 5630.408203
	Iteration 62Q: 3 clusters Score -1.056524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82728 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10565235.000000 Penalty: 5630.408203
	Iteration 63Q: 3 clusters Score -1.056524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82734 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -10565232.000000 Penalty: 5630.408203
	Iteration 64Q: 3 clusters Score -1.056523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82738 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10565240.000000 Penalty: 5630.408203
	Iteration 65Q: 3 clusters Score -1.056524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -10565237.000000 Penalty: 5630.408203
	Iteration 66Q: 3 clusters Score -1.056524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10565236.000000 Penalty: 5630.408203
	Iteration 67Q: 3 clusters Score -1.056524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -10565229.000000 Penalty: 5630.408203
	Iteration 68Q: 3 clusters Score -1.056523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10565228.000000 Penalty: 5630.408203
	Iteration 69Q: 3 clusters Score -1.056523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10565230.000000 Penalty: 5630.408203
	Iteration 70Q: 3 clusters Score -1.056523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10565226.000000 Penalty: 5630.408203
	Iteration 71Q: 3 clusters Score -1.056523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10565231.000000 Penalty: 5630.408203
	Iteration 72Q: 3 clusters Score -1.056523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10565223.000000 Penalty: 5630.408203
	Iteration 73Q: 3 clusters Score -1.056522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -10565217.000000 Penalty: 5630.408203
	Iteration 74Q: 3 clusters Score -1.056522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10565219.000000 Penalty: 5630.408203
	Iteration 75Q: 3 clusters Score -1.056522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10565222.000000 Penalty: 5630.408203
	Iteration 76Q: 3 clusters Score -1.056522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10565233.000000 Penalty: 5630.408203
	Iteration 77Q: 3 clusters Score -1.056523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82790 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10565225.000000 Penalty: 5630.408203
	Iteration 78Q: 3 clusters Score -1.056522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10565238.000000 Penalty: 5630.408203
	Iteration 79Q: 3 clusters Score -1.056524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10565243.000000 Penalty: 5630.408203
	Iteration 80F: 3 clusters Score -1.056524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -10565250.000000 Penalty: 5630.408203
	Iteration 81Q: 3 clusters Score -1.056525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10565247.000000 Penalty: 5630.408203
	Iteration 82Q: 3 clusters Score -1.056525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10565245.000000 Penalty: 5630.408203
	Iteration 83Q: 3 clusters Score -1.056524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10565245.000000 Penalty: 5630.408203
	Iteration 84Q: 3 clusters Score -1.056524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10565241.000000 Penalty: 5630.408203
	Iteration 85Q: 3 clusters Score -1.056524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82836 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10565242.000000 Penalty: 5630.408203
	Iteration 86Q: 3 clusters Score -1.056524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10565246.000000 Penalty: 5630.408203
	Iteration 87Q: 3 clusters Score -1.056525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10565239.000000 Penalty: 5630.408203
	Iteration 88Q: 3 clusters Score -1.056524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -10565244.000000 Penalty: 5630.408203
	Iteration 89Q: 3 clusters Score -1.056524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10565254.000000 Penalty: 5630.408203
	Iteration 90Q: 3 clusters Score -1.056525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10565259.000000 Penalty: 5630.408203
	Iteration 91Q: 3 clusters Score -1.056526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10565269.000000 Penalty: 5630.408203
	Iteration 92Q: 3 clusters Score -1.056527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10565264.000000 Penalty: 5630.408203
	Iteration 93Q: 3 clusters Score -1.056526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -10565258.000000 Penalty: 5630.408203
	Iteration 94Q: 3 clusters Score -1.056526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10565262.000000 Penalty: 5630.408203
	Iteration 95Q: 3 clusters Score -1.056526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10565262.000000 Penalty: 5630.408203
	Iteration 96Q: 3 clusters Score -1.056526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10565270.000000 Penalty: 5630.408203
	Iteration 97Q: 3 clusters Score -1.056527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10565278.000000 Penalty: 5630.408203
	Iteration 98Q: 3 clusters Score -1.056528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10565278.000000 Penalty: 5630.408203
	Iteration 99F: 3 clusters Score -1.056528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -703331.500000 Penalty: 2167.325439
	Iteration 0F: 2 clusters Score -703331.5 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 3166 members 
Entering Unmasked Estep 
Score: -698281.312500 Penalty: 4334.650879
	Iteration 0F: 3 clusters Score -698281.3 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -701706.500000 Penalty: 4334.650879
	Iteration 1F: 3 clusters Score -701706.5 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -704137.187500 Penalty: 4334.650879
	Iteration 2F: 3 clusters Score -704137.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -705564.625000 Penalty: 4334.650879
	Iteration 3F: 3 clusters Score -705564.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -706080.062500 Penalty: 4334.650879
	Iteration 4F: 3 clusters Score -706080.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -706247.812500 Penalty: 4334.650879
	Iteration 5Q: 3 clusters Score -706247.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -706305.125000 Penalty: 4334.650879
	Iteration 6Q: 3 clusters Score -706305.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -706323.125000 Penalty: 4334.650879
	Iteration 7Q: 3 clusters Score -706323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -706331.000000 Penalty: 4334.650879
	Iteration 8Q: 3 clusters Score -706331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -706335.437500 Penalty: 4334.650879
	Iteration 9Q: 3 clusters Score -706335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -706335.562500 Penalty: 4334.650879
	Iteration 10Q: 3 clusters Score -706335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -706337.937500 Penalty: 4334.650879
	Iteration 11Q: 3 clusters Score -706337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -706340.250000 Penalty: 4334.650879
	Iteration 12Q: 3 clusters Score -706340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -706342.250000 Penalty: 4334.650879
	Iteration 13Q: 3 clusters Score -706342.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -706342.750000 Penalty: 4334.650879
	Iteration 14Q: 3 clusters Score -706342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -706342.437500 Penalty: 4334.650879
	Iteration 15Q: 3 clusters Score -706342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -706342.937500 Penalty: 4334.650879
	Iteration 16Q: 3 clusters Score -706342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -706343.750000 Penalty: 4334.650879
	Iteration 17Q: 3 clusters Score -706343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -706343.750000 Penalty: 4334.650879
	Iteration 18F: 3 clusters Score -706343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 196631 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 96730 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 76452 members 
Mstep: Class 10 contains 108811 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 158375 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 129182 members 
Mstep: Class 17 contains 53566 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 170999 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
Score: -194704912.000000 Penalty: 81526.742188
Splitting cluster 2 changes total score from -194706144.000000 to -194704912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (196631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196631 members 
Entering Unmasked Estep 
Score: -24334404.000000 Penalty: 3022.892822
	Iteration 0F: 2 clusters Score -2.43344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -24208412.000000 Penalty: 6045.785645
	Iteration 0F: 3 clusters Score -2.420841e+07 nChanged 94448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 111764 members 
Entering Unmasked Estep 
Score: -24264918.000000 Penalty: 6045.785645
	Iteration 1F: 3 clusters Score -2.426492e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -24268282.000000 Penalty: 6045.785645
	Iteration 2Q: 3 clusters Score -2.426828e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64119 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -24275554.000000 Penalty: 6045.785645
	Iteration 3F: 3 clusters Score -2.427555e+07 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 150029 members 
Entering Unmasked Estep 
Score: -24289366.000000 Penalty: 6045.785645
	Iteration 4F: 3 clusters Score -2.428937e+07 nChanged 20377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -24308038.000000 Penalty: 6045.785645
	Iteration 5F: 3 clusters Score -2.430804e+07 nChanged 16059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 186465 members 
Entering Unmasked Estep 
Score: -24322806.000000 Penalty: 6045.785645
	Iteration 6F: 3 clusters Score -2.432281e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 193921 members 
Entering Unmasked Estep 
Score: -24329266.000000 Penalty: 6045.785645
	Iteration 7Q: 3 clusters Score -2.432927e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -24331084.000000 Penalty: 6045.785645
	Iteration 8Q: 3 clusters Score -2.433108e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196344 members 
Entering Unmasked Estep 
Score: -24331460.000000 Penalty: 6045.785645
	Iteration 9Q: 3 clusters Score -2.433146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 196421 members 
Entering Unmasked Estep 
Score: -24331580.000000 Penalty: 6045.785645
	Iteration 10Q: 3 clusters Score -2.433158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196439 members 
Entering Unmasked Estep 
Score: -24331664.000000 Penalty: 6045.785645
	Iteration 11Q: 3 clusters Score -2.433166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 196448 members 
Entering Unmasked Estep 
Score: -24331690.000000 Penalty: 6045.785645
	Iteration 12Q: 3 clusters Score -2.433169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 196449 members 
Entering Unmasked Estep 
Score: -24331688.000000 Penalty: 6045.785645
	Iteration 13Q: 3 clusters Score -2.433169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 196452 members 
Entering Unmasked Estep 
Score: -24331732.000000 Penalty: 6045.785645
	Iteration 14Q: 3 clusters Score -2.433173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 196453 members 
Entering Unmasked Estep 
Score: -24331720.000000 Penalty: 6045.785645
	Iteration 15Q: 3 clusters Score -2.433172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 196452 members 
Entering Unmasked Estep 
Score: -24331732.000000 Penalty: 6045.785645
	Iteration 16Q: 3 clusters Score -2.433173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 196453 members 
Entering Unmasked Estep 
Score: -24331744.000000 Penalty: 6045.785645
	Iteration 17Q: 3 clusters Score -2.433174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -24331752.000000 Penalty: 6045.785645
	Iteration 18Q: 3 clusters Score -2.433175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -24331752.000000 Penalty: 6045.785645
	Iteration 19F: 3 clusters Score -2.433175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (151323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Entering Unmasked Estep 
Score: -18754802.000000 Penalty: 2957.938477
	Iteration 0F: 2 clusters Score -1.87548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -18654294.000000 Penalty: 5915.876953
	Iteration 0F: 3 clusters Score -1.865429e+07 nChanged 72086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -18695486.000000 Penalty: 5915.876953
	Iteration 1F: 3 clusters Score -1.869549e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -18696444.000000 Penalty: 5915.876953
	Iteration 2Q: 3 clusters Score -1.869644e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -18698008.000000 Penalty: 5915.876953
	Iteration 3Q: 3 clusters Score -1.869801e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -18700838.000000 Penalty: 5915.876953
	Iteration 4Q: 3 clusters Score -1.870084e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -18706104.000000 Penalty: 5915.876953
	Iteration 5F: 3 clusters Score -1.87061e+07 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 107967 members 
Entering Unmasked Estep 
Score: -18715522.000000 Penalty: 5915.876953
	Iteration 6F: 3 clusters Score -1.871552e+07 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -18728236.000000 Penalty: 5915.876953
	Iteration 7F: 3 clusters Score -1.872824e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 130563 members 
Entering Unmasked Estep 
Score: -18739972.000000 Penalty: 5915.876953
	Iteration 8F: 3 clusters Score -1.873997e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 137045 members 
Entering Unmasked Estep 
Score: -18747118.000000 Penalty: 5915.876953
	Iteration 9Q: 3 clusters Score -1.874712e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 140079 members 
Entering Unmasked Estep 
Score: -18750642.000000 Penalty: 5915.876953
	Iteration 10Q: 3 clusters Score -1.875064e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -18752014.000000 Penalty: 5915.876953
	Iteration 11Q: 3 clusters Score -1.875201e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 142424 members 
Entering Unmasked Estep 
Score: -18752612.000000 Penalty: 5915.876953
	Iteration 12Q: 3 clusters Score -1.875261e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 143133 members 
Entering Unmasked Estep 
Score: -18752914.000000 Penalty: 5915.876953
	Iteration 13Q: 3 clusters Score -1.875291e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -18753060.000000 Penalty: 5915.876953
	Iteration 14Q: 3 clusters Score -1.875306e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -18753222.000000 Penalty: 5915.876953
	Iteration 15Q: 3 clusters Score -1.875322e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 144586 members 
Entering Unmasked Estep 
Score: -18753360.000000 Penalty: 5915.876953
	Iteration 16Q: 3 clusters Score -1.875336e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 144958 members 
Entering Unmasked Estep 
Score: -18753426.000000 Penalty: 5915.876953
	Iteration 17Q: 3 clusters Score -1.875343e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 145288 members 
Entering Unmasked Estep 
Score: -18753530.000000 Penalty: 5915.876953
	Iteration 18Q: 3 clusters Score -1.875353e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 145578 members 
Entering Unmasked Estep 
Score: -18753660.000000 Penalty: 5915.876953
	Iteration 19Q: 3 clusters Score -1.875366e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -18753674.000000 Penalty: 5915.876953
	Iteration 20F: 3 clusters Score -1.875367e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -18753720.000000 Penalty: 5915.876953
	Iteration 21Q: 3 clusters Score -1.875372e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 146234 members 
Entering Unmasked Estep 
Score: -18753762.000000 Penalty: 5915.876953
	Iteration 22Q: 3 clusters Score -1.875376e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 146398 members 
Entering Unmasked Estep 
Score: -18753726.000000 Penalty: 5915.876953
	Iteration 23Q: 3 clusters Score -1.875373e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -18753752.000000 Penalty: 5915.876953
	Iteration 24Q: 3 clusters Score -1.875375e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -18753722.000000 Penalty: 5915.876953
	Iteration 25Q: 3 clusters Score -1.875372e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 146688 members 
Entering Unmasked Estep 
Score: -18753754.000000 Penalty: 5915.876953
	Iteration 26Q: 3 clusters Score -1.875375e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 146767 members 
Entering Unmasked Estep 
Score: -18753764.000000 Penalty: 5915.876953
	Iteration 27Q: 3 clusters Score -1.875376e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 146844 members 
Entering Unmasked Estep 
Score: -18753780.000000 Penalty: 5915.876953
	Iteration 28Q: 3 clusters Score -1.875378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 146923 members 
Entering Unmasked Estep 
Score: -18753766.000000 Penalty: 5915.876953
	Iteration 29Q: 3 clusters Score -1.875377e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 146994 members 
Entering Unmasked Estep 
Score: -18753762.000000 Penalty: 5915.876953
	Iteration 30Q: 3 clusters Score -1.875376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 147046 members 
Entering Unmasked Estep 
Score: -18753762.000000 Penalty: 5915.876953
	Iteration 31Q: 3 clusters Score -1.875376e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -18753778.000000 Penalty: 5915.876953
	Iteration 32Q: 3 clusters Score -1.875378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -18753766.000000 Penalty: 5915.876953
	Iteration 33Q: 3 clusters Score -1.875377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 147163 members 
Entering Unmasked Estep 
Score: -18753790.000000 Penalty: 5915.876953
	Iteration 34Q: 3 clusters Score -1.875379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 147191 members 
Entering Unmasked Estep 
Score: -18753806.000000 Penalty: 5915.876953
	Iteration 35Q: 3 clusters Score -1.875381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -18753834.000000 Penalty: 5915.876953
	Iteration 36Q: 3 clusters Score -1.875383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -18753804.000000 Penalty: 5915.876953
	Iteration 37Q: 3 clusters Score -1.87538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 147260 members 
Entering Unmasked Estep 
Score: -18753822.000000 Penalty: 5915.876953
	Iteration 38Q: 3 clusters Score -1.875382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -18753808.000000 Penalty: 5915.876953
	Iteration 39Q: 3 clusters Score -1.875381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 147295 members 
Entering Unmasked Estep 
Score: -18753838.000000 Penalty: 5915.876953
	Iteration 40F: 3 clusters Score -1.875384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -18753824.000000 Penalty: 5915.876953
	Iteration 41Q: 3 clusters Score -1.875382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 147326 members 
Entering Unmasked Estep 
Score: -18753820.000000 Penalty: 5915.876953
	Iteration 42Q: 3 clusters Score -1.875382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -18753814.000000 Penalty: 5915.876953
	Iteration 43Q: 3 clusters Score -1.875381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -18753822.000000 Penalty: 5915.876953
	Iteration 44Q: 3 clusters Score -1.875382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 147392 members 
Entering Unmasked Estep 
Score: -18753834.000000 Penalty: 5915.876953
	Iteration 45Q: 3 clusters Score -1.875383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -18753792.000000 Penalty: 5915.876953
	Iteration 46Q: 3 clusters Score -1.875379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -18753806.000000 Penalty: 5915.876953
	Iteration 47Q: 3 clusters Score -1.875381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 147442 members 
Entering Unmasked Estep 
Score: -18753808.000000 Penalty: 5915.876953
	Iteration 48Q: 3 clusters Score -1.875381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -18753820.000000 Penalty: 5915.876953
	Iteration 49Q: 3 clusters Score -1.875382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -18753836.000000 Penalty: 5915.876953
	Iteration 50Q: 3 clusters Score -1.875384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 147478 members 
Entering Unmasked Estep 
Score: -18753840.000000 Penalty: 5915.876953
	Iteration 51Q: 3 clusters Score -1.875384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 147486 members 
Entering Unmasked Estep 
Score: -18753844.000000 Penalty: 5915.876953
	Iteration 52Q: 3 clusters Score -1.875384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 147493 members 
Entering Unmasked Estep 
Score: -18753854.000000 Penalty: 5915.876953
	Iteration 53Q: 3 clusters Score -1.875385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 147504 members 
Entering Unmasked Estep 
Score: -18753848.000000 Penalty: 5915.876953
	Iteration 54Q: 3 clusters Score -1.875385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -18753840.000000 Penalty: 5915.876953
	Iteration 55Q: 3 clusters Score -1.875384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 147511 members 
Entering Unmasked Estep 
Score: -18753848.000000 Penalty: 5915.876953
	Iteration 56Q: 3 clusters Score -1.875385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -18753830.000000 Penalty: 5915.876953
	Iteration 57Q: 3 clusters Score -1.875383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 147518 members 
Entering Unmasked Estep 
Score: -18753834.000000 Penalty: 5915.876953
	Iteration 58Q: 3 clusters Score -1.875383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -18753838.000000 Penalty: 5915.876953
	Iteration 59Q: 3 clusters Score -1.875384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -18753844.000000 Penalty: 5915.876953
	Iteration 60F: 3 clusters Score -1.875384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -18753842.000000 Penalty: 5915.876953
	Iteration 61Q: 3 clusters Score -1.875384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -18753844.000000 Penalty: 5915.876953
	Iteration 62Q: 3 clusters Score -1.875384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -18753844.000000 Penalty: 5915.876953
	Iteration 63F: 3 clusters Score -1.875384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -160692.921875 Penalty: 1813.347778
	Iteration 0F: 2 clusters Score -160692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158427.968750 Penalty: 3626.695557
	Iteration 0F: 3 clusters Score -158428 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -158888.484375 Penalty: 3626.695557
	Iteration 1F: 3 clusters Score -158888.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -159181.796875 Penalty: 3626.695557
	Iteration 2F: 3 clusters Score -159181.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -159524.312500 Penalty: 3626.695557
	Iteration 3F: 3 clusters Score -159524.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159810.765625 Penalty: 3626.695557
	Iteration 4F: 3 clusters Score -159810.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160115.656250 Penalty: 3626.695557
	Iteration 5F: 3 clusters Score -160115.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160467.468750 Penalty: 3626.695557
	Iteration 6F: 3 clusters Score -160467.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160730.671875 Penalty: 3626.695557
	Iteration 7Q: 3 clusters Score -160730.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -160924.515625 Penalty: 3626.695557
	Iteration 8Q: 3 clusters Score -160924.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -161153.281250 Penalty: 3626.695557
	Iteration 9Q: 3 clusters Score -161153.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161508.687500 Penalty: 3626.695557
	Iteration 10Q: 3 clusters Score -161508.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161564.109375 Penalty: 3626.695557
	Iteration 11Q: 3 clusters Score -161564.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -161618.531250 Penalty: 3626.695557
	Iteration 12Q: 3 clusters Score -161618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -161723.375000 Penalty: 3626.695557
	Iteration 13Q: 3 clusters Score -161723.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161833.296875 Penalty: 3626.695557
	Iteration 14Q: 3 clusters Score -161833.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161859.687500 Penalty: 3626.695557
	Iteration 15Q: 3 clusters Score -161859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -161863.125000 Penalty: 3626.695557
	Iteration 16Q: 3 clusters Score -161863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161865.015625 Penalty: 3626.695557
	Iteration 17Q: 3 clusters Score -161865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -161865.703125 Penalty: 3626.695557
	Iteration 18Q: 3 clusters Score -161865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -161865.703125 Penalty: 3626.695557
	Iteration 19F: 3 clusters Score -161865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 196631 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 96730 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 9 contains 76452 members 
Mstep: Class 10 contains 108811 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 158375 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 129182 members 
Mstep: Class 17 contains 53566 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 170999 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
Score: -194703920.000000 Penalty: 81526.742188
Splitting cluster 5 changes total score from -194706144.000000 to -194703920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (14082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Entering Unmasked Estep 
Score: -1717922.125000 Penalty: 2369.057861
	Iteration 0F: 2 clusters Score -1717922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1707614.125000 Penalty: 4738.115723
	Iteration 0F: 3 clusters Score -1707614 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1710754.250000 Penalty: 4738.115723
	Iteration 1F: 3 clusters Score -1710754 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1711107.375000 Penalty: 4738.115723
	Iteration 2F: 3 clusters Score -1711107 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1711353.750000 Penalty: 4738.115723
	Iteration 3Q: 3 clusters Score -1711354 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1711561.500000 Penalty: 4738.115723
	Iteration 4Q: 3 clusters Score -1711562 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1711740.500000 Penalty: 4738.115723
	Iteration 5Q: 3 clusters Score -1711740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1711925.875000 Penalty: 4738.115723
	Iteration 6Q: 3 clusters Score -1711926 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1712126.500000 Penalty: 4738.115723
	Iteration 7Q: 3 clusters Score -1712126 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1712339.500000 Penalty: 4738.115723
	Iteration 8Q: 3 clusters Score -1712340 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1712594.125000 Penalty: 4738.115723
	Iteration 9Q: 3 clusters Score -1712594 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1712918.750000 Penalty: 4738.115723
	Iteration 10Q: 3 clusters Score -1712919 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1713296.000000 Penalty: 4738.115723
	Iteration 11Q: 3 clusters Score -1713296 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1713738.500000 Penalty: 4738.115723
	Iteration 12Q: 3 clusters Score -1713738 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1714221.250000 Penalty: 4738.115723
	Iteration 13Q: 3 clusters Score -1714221 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1714647.500000 Penalty: 4738.115723
	Iteration 14Q: 3 clusters Score -1714648 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1714961.250000 Penalty: 4738.115723
	Iteration 15Q: 3 clusters Score -1714961 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1715175.875000 Penalty: 4738.115723
	Iteration 16Q: 3 clusters Score -1715176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1715313.250000 Penalty: 4738.115723
	Iteration 17Q: 3 clusters Score -1715313 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1715429.125000 Penalty: 4738.115723
	Iteration 18Q: 3 clusters Score -1715429 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1715491.125000 Penalty: 4738.115723
	Iteration 19Q: 3 clusters Score -1715491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1715539.375000 Penalty: 4738.115723
	Iteration 20F: 3 clusters Score -1715539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1715596.125000 Penalty: 4738.115723
	Iteration 21Q: 3 clusters Score -1715596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1715636.750000 Penalty: 4738.115723
	Iteration 22Q: 3 clusters Score -1715637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1715674.875000 Penalty: 4738.115723
	Iteration 23Q: 3 clusters Score -1715675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1715694.750000 Penalty: 4738.115723
	Iteration 24Q: 3 clusters Score -1715695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1715717.000000 Penalty: 4738.115723
	Iteration 25Q: 3 clusters Score -1715717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1715733.875000 Penalty: 4738.115723
	Iteration 26Q: 3 clusters Score -1715734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1715751.000000 Penalty: 4738.115723
	Iteration 27Q: 3 clusters Score -1715751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1715763.000000 Penalty: 4738.115723
	Iteration 28Q: 3 clusters Score -1715763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1715772.625000 Penalty: 4738.115723
	Iteration 29Q: 3 clusters Score -1715773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1715782.000000 Penalty: 4738.115723
	Iteration 30Q: 3 clusters Score -1715782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1715792.375000 Penalty: 4738.115723
	Iteration 31Q: 3 clusters Score -1715792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1715795.750000 Penalty: 4738.115723
	Iteration 32Q: 3 clusters Score -1715796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1715801.375000 Penalty: 4738.115723
	Iteration 33Q: 3 clusters Score -1715801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1715806.375000 Penalty: 4738.115723
	Iteration 34Q: 3 clusters Score -1715806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1715812.000000 Penalty: 4738.115723
	Iteration 35Q: 3 clusters Score -1715812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1715817.375000 Penalty: 4738.115723
	Iteration 36Q: 3 clusters Score -1715817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1715820.000000 Penalty: 4738.115723
	Iteration 37Q: 3 clusters Score -1715820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1715821.500000 Penalty: 4738.115723
	Iteration 38Q: 3 clusters Score -1715822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1715821.375000 Penalty: 4738.115723
	Iteration 39Q: 3 clusters Score -1715821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1715824.625000 Penalty: 4738.115723
	Iteration 40F: 3 clusters Score -1715825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1715826.500000 Penalty: 4738.115723
	Iteration 41Q: 3 clusters Score -1715826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1715831.875000 Penalty: 4738.115723
	Iteration 42Q: 3 clusters Score -1715832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1715830.250000 Penalty: 4738.115723
	Iteration 43Q: 3 clusters Score -1715830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1715832.500000 Penalty: 4738.115723
	Iteration 44Q: 3 clusters Score -1715832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1715834.500000 Penalty: 4738.115723
	Iteration 45Q: 3 clusters Score -1715834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1715834.625000 Penalty: 4738.115723
	Iteration 46Q: 3 clusters Score -1715835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1715838.250000 Penalty: 4738.115723
	Iteration 47Q: 3 clusters Score -1715838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1715840.500000 Penalty: 4738.115723
	Iteration 48Q: 3 clusters Score -1715840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1715845.875000 Penalty: 4738.115723
	Iteration 49Q: 3 clusters Score -1715846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1715848.375000 Penalty: 4738.115723
	Iteration 50Q: 3 clusters Score -1715848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1715849.750000 Penalty: 4738.115723
	Iteration 51Q: 3 clusters Score -1715850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1715850.250000 Penalty: 4738.115723
	Iteration 52Q: 3 clusters Score -1715850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1715851.250000 Penalty: 4738.115723
	Iteration 53Q: 3 clusters Score -1715851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1715856.125000 Penalty: 4738.115723
	Iteration 54Q: 3 clusters Score -1715856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1715857.125000 Penalty: 4738.115723
	Iteration 55Q: 3 clusters Score -1715857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1715862.875000 Penalty: 4738.115723
	Iteration 56Q: 3 clusters Score -1715863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1715868.625000 Penalty: 4738.115723
	Iteration 57Q: 3 clusters Score -1715869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1715873.625000 Penalty: 4738.115723
	Iteration 58Q: 3 clusters Score -1715874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1715877.625000 Penalty: 4738.115723
	Iteration 59Q: 3 clusters Score -1715878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1715878.000000 Penalty: 4738.115723
	Iteration 60F: 3 clusters Score -1715878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1715881.250000 Penalty: 4738.115723
	Iteration 61Q: 3 clusters Score -1715881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1715879.250000 Penalty: 4738.115723
	Iteration 62Q: 3 clusters Score -1715879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1715885.500000 Penalty: 4738.115723
	Iteration 63Q: 3 clusters Score -1715886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1715889.500000 Penalty: 4738.115723
	Iteration 64Q: 3 clusters Score -1715890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1715893.000000 Penalty: 4738.115723
	Iteration 65Q: 3 clusters Score -1715893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1715903.000000 Penalty: 4738.115723
	Iteration 66Q: 3 clusters Score -1715903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1715901.875000 Penalty: 4738.115723
	Iteration 67Q: 3 clusters Score -1715902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1715904.625000 Penalty: 4738.115723
	Iteration 68Q: 3 clusters Score -1715905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1715906.125000 Penalty: 4738.115723
	Iteration 69Q: 3 clusters Score -1715906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1715910.375000 Penalty: 4738.115723
	Iteration 70Q: 3 clusters Score -1715910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1715911.125000 Penalty: 4738.115723
	Iteration 71Q: 3 clusters Score -1715911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1715913.375000 Penalty: 4738.115723
	Iteration 72Q: 3 clusters Score -1715913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1715918.875000 Penalty: 4738.115723
	Iteration 73Q: 3 clusters Score -1715919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1715921.125000 Penalty: 4738.115723
	Iteration 74Q: 3 clusters Score -1715921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1715920.875000 Penalty: 4738.115723
	Iteration 75Q: 3 clusters Score -1715921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1715924.000000 Penalty: 4738.115723
	Iteration 76Q: 3 clusters Score -1715924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1715924.250000 Penalty: 4738.115723
	Iteration 77Q: 3 clusters Score -1715924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1715924.500000 Penalty: 4738.115723
	Iteration 78Q: 3 clusters Score -1715924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1715925.250000 Penalty: 4738.115723
	Iteration 79Q: 3 clusters Score -1715925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1715925.250000 Penalty: 4738.115723
	Iteration 80F: 3 clusters Score -1715925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96730 members 
Entering Unmasked Estep 
Score: -12037575.000000 Penalty: 2846.960449
	Iteration 0F: 2 clusters Score -1.203758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -11972874.000000 Penalty: 5693.920898
	Iteration 0F: 3 clusters Score -1.197287e+07 nChanged 45612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -11998888.000000 Penalty: 5693.920898
	Iteration 1F: 3 clusters Score -1.199889e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -11999547.000000 Penalty: 5693.920898
	Iteration 2Q: 3 clusters Score -1.199955e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -12000534.000000 Penalty: 5693.920898
	Iteration 3Q: 3 clusters Score -1.200053e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -12002006.000000 Penalty: 5693.920898
	Iteration 4Q: 3 clusters Score -1.200201e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -12004224.000000 Penalty: 5693.920898
	Iteration 5Q: 3 clusters Score -1.200422e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -12008017.000000 Penalty: 5693.920898
	Iteration 6F: 3 clusters Score -1.200802e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -12013265.000000 Penalty: 5693.920898
	Iteration 7F: 3 clusters Score -1.201326e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -12019843.000000 Penalty: 5693.920898
	Iteration 8F: 3 clusters Score -1.201984e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -12025732.000000 Penalty: 5693.920898
	Iteration 9F: 3 clusters Score -1.202573e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -12029368.000000 Penalty: 5693.920898
	Iteration 10Q: 3 clusters Score -1.202937e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -12031385.000000 Penalty: 5693.920898
	Iteration 11Q: 3 clusters Score -1.203138e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -12032645.000000 Penalty: 5693.920898
	Iteration 12Q: 3 clusters Score -1.203264e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -12033420.000000 Penalty: 5693.920898
	Iteration 13Q: 3 clusters Score -1.203342e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -12033947.000000 Penalty: 5693.920898
	Iteration 14Q: 3 clusters Score -1.203395e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -12034383.000000 Penalty: 5693.920898
	Iteration 15Q: 3 clusters Score -1.203438e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -12034638.000000 Penalty: 5693.920898
	Iteration 16Q: 3 clusters Score -1.203464e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -12034859.000000 Penalty: 5693.920898
	Iteration 17Q: 3 clusters Score -1.203486e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -12035021.000000 Penalty: 5693.920898
	Iteration 18Q: 3 clusters Score -1.203502e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92194 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -12035183.000000 Penalty: 5693.920898
	Iteration 19Q: 3 clusters Score -1.203518e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92487 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -12035292.000000 Penalty: 5693.920898
	Iteration 20F: 3 clusters Score -1.203529e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -12035466.000000 Penalty: 5693.920898
	Iteration 21Q: 3 clusters Score -1.203547e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -12035522.000000 Penalty: 5693.920898
	Iteration 22Q: 3 clusters Score -1.203552e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -12035581.000000 Penalty: 5693.920898
	Iteration 23Q: 3 clusters Score -1.203558e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93211 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -12035616.000000 Penalty: 5693.920898
	Iteration 24Q: 3 clusters Score -1.203562e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -12035681.000000 Penalty: 5693.920898
	Iteration 25Q: 3 clusters Score -1.203568e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -12035689.000000 Penalty: 5693.920898
	Iteration 26Q: 3 clusters Score -1.203569e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -12035718.000000 Penalty: 5693.920898
	Iteration 27Q: 3 clusters Score -1.203572e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12035714.000000 Penalty: 5693.920898
	Iteration 28Q: 3 clusters Score -1.203571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93694 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -12035768.000000 Penalty: 5693.920898
	Iteration 29Q: 3 clusters Score -1.203577e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93761 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -12035776.000000 Penalty: 5693.920898
	Iteration 30Q: 3 clusters Score -1.203578e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -12035790.000000 Penalty: 5693.920898
	Iteration 31Q: 3 clusters Score -1.203579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93880 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -12035820.000000 Penalty: 5693.920898
	Iteration 32Q: 3 clusters Score -1.203582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -12035810.000000 Penalty: 5693.920898
	Iteration 33Q: 3 clusters Score -1.203581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -12035807.000000 Penalty: 5693.920898
	Iteration 34Q: 3 clusters Score -1.203581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -12035811.000000 Penalty: 5693.920898
	Iteration 35Q: 3 clusters Score -1.203581e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -12035816.000000 Penalty: 5693.920898
	Iteration 36Q: 3 clusters Score -1.203582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -12035852.000000 Penalty: 5693.920898
	Iteration 37Q: 3 clusters Score -1.203585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -12035824.000000 Penalty: 5693.920898
	Iteration 38Q: 3 clusters Score -1.203582e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -12035825.000000 Penalty: 5693.920898
	Iteration 39Q: 3 clusters Score -1.203582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -12035844.000000 Penalty: 5693.920898
	Iteration 40F: 3 clusters Score -1.203584e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -12035849.000000 Penalty: 5693.920898
	Iteration 41Q: 3 clusters Score -1.203585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -12035861.000000 Penalty: 5693.920898
	Iteration 42Q: 3 clusters Score -1.203586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12035843.000000 Penalty: 5693.920898
	Iteration 43Q: 3 clusters Score -1.203584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -12035858.000000 Penalty: 5693.920898
	Iteration 44Q: 3 clusters Score -1.203586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -12035854.000000 Penalty: 5693.920898
	Iteration 45Q: 3 clusters Score -1.203585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12035853.000000 Penalty: 5693.920898
	Iteration 46Q: 3 clusters Score -1.203585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -12035860.000000 Penalty: 5693.920898
	Iteration 47Q: 3 clusters Score -1.203586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -12035864.000000 Penalty: 5693.920898
	Iteration 48Q: 3 clusters Score -1.203586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -12035854.000000 Penalty: 5693.920898
	Iteration 49Q: 3 clusters Score -1.203585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -12035852.000000 Penalty: 5693.920898
	Iteration 50Q: 3 clusters Score -1.203585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -12035844.000000 Penalty: 5693.920898
	Iteration 51Q: 3 clusters Score -1.203584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -12035845.000000 Penalty: 5693.920898
	Iteration 52Q: 3 clusters Score -1.203584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12035845.000000 Penalty: 5693.920898
	Iteration 53Q: 3 clusters Score -1.203584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -12035851.000000 Penalty: 5693.920898
	Iteration 54Q: 3 clusters Score -1.203585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -12035851.000000 Penalty: 5693.920898
	Iteration 55Q: 3 clusters Score -1.203585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12035861.000000 Penalty: 5693.920898
	Iteration 56Q: 3 clusters Score -1.203586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -12035851.000000 Penalty: 5693.920898
	Iteration 57Q: 3 clusters Score -1.203585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -12035847.000000 Penalty: 5693.920898
	Iteration 58Q: 3 clusters Score -1.203585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -12035847.000000 Penalty: 5693.920898
	Iteration 59Q: 3 clusters Score -1.203585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12035855.000000 Penalty: 5693.920898
	Iteration 60F: 3 clusters Score -1.203586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -12035856.000000 Penalty: 5693.920898
	Iteration 61Q: 3 clusters Score -1.203586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12035856.000000 Penalty: 5693.920898
	Iteration 62Q: 3 clusters Score -1.203586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94248 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -12035864.000000 Penalty: 5693.920898
	Iteration 63Q: 3 clusters Score -1.203586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12035862.000000 Penalty: 5693.920898
	Iteration 64Q: 3 clusters Score -1.203586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94257 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12035860.000000 Penalty: 5693.920898
	Iteration 65Q: 3 clusters Score -1.203586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -12035866.000000 Penalty: 5693.920898
	Iteration 66Q: 3 clusters Score -1.203587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12035860.000000 Penalty: 5693.920898
	Iteration 67Q: 3 clusters Score -1.203586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12035866.000000 Penalty: 5693.920898
	Iteration 68Q: 3 clusters Score -1.203587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94282 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -12035863.000000 Penalty: 5693.920898
	Iteration 69Q: 3 clusters Score -1.203586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12035868.000000 Penalty: 5693.920898
	Iteration 70Q: 3 clusters Score -1.203587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12035868.000000 Penalty: 5693.920898
	Iteration 71F: 3 clusters Score -1.203587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Entering Unmasked Estep 
Score: -9081063.000000 Penalty: 2788.615723
	Iteration 0F: 2 clusters Score -9081063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -9029661.000000 Penalty: 5577.231445
	Iteration 0F: 3 clusters Score -9029661 nChanged 35976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -9050145.000000 Penalty: 5577.231445
	Iteration 1F: 3 clusters Score -9050145 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -9051001.000000 Penalty: 5577.231445
	Iteration 2Q: 3 clusters Score -9051001 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -9052301.000000 Penalty: 5577.231445
	Iteration 3Q: 3 clusters Score -9052301 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -9054167.000000 Penalty: 5577.231445
	Iteration 4F: 3 clusters Score -9054167 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -9057263.000000 Penalty: 5577.231445
	Iteration 5F: 3 clusters Score -9057263 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -9062361.000000 Penalty: 5577.231445
	Iteration 6F: 3 clusters Score -9062361 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -9068940.000000 Penalty: 5577.231445
	Iteration 7F: 3 clusters Score -9068940 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -9074455.000000 Penalty: 5577.231445
	Iteration 8F: 3 clusters Score -9074455 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9077175.000000 Penalty: 5577.231445
	Iteration 9Q: 3 clusters Score -9077175 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75632 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9078165.000000 Penalty: 5577.231445
	Iteration 10Q: 3 clusters Score -9078165 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9078485.000000 Penalty: 5577.231445
	Iteration 11Q: 3 clusters Score -9078485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76067 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9078576.000000 Penalty: 5577.231445
	Iteration 12Q: 3 clusters Score -9078576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9078641.000000 Penalty: 5577.231445
	Iteration 13Q: 3 clusters Score -9078641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9078680.000000 Penalty: 5577.231445
	Iteration 14Q: 3 clusters Score -9078680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9078701.000000 Penalty: 5577.231445
	Iteration 15Q: 3 clusters Score -9078701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9078703.000000 Penalty: 5577.231445
	Iteration 16Q: 3 clusters Score -9078703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9078714.000000 Penalty: 5577.231445
	Iteration 17Q: 3 clusters Score -9078714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9078709.000000 Penalty: 5577.231445
	Iteration 18Q: 3 clusters Score -9078709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9078710.000000 Penalty: 5577.231445
	Iteration 19Q: 3 clusters Score -9078710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9078711.000000 Penalty: 5577.231445
	Iteration 20F: 3 clusters Score -9078711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9078711.000000 Penalty: 5577.231445
	Iteration 21Q: 3 clusters Score -9078711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9078718.000000 Penalty: 5577.231445
	Iteration 22Q: 3 clusters Score -9078718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9078718.000000 Penalty: 5577.231445
	Iteration 23F: 3 clusters Score -9078718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (108811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Entering Unmasked Estep 
Score: -13499931.000000 Penalty: 2876.146973
	Iteration 0F: 2 clusters Score -1.349993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -13427079.000000 Penalty: 5752.293945
	Iteration 0F: 3 clusters Score -1.342708e+07 nChanged 51664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -13456848.000000 Penalty: 5752.293945
	Iteration 1F: 3 clusters Score -1.345685e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -13457472.000000 Penalty: 5752.293945
	Iteration 2Q: 3 clusters Score -1.345747e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -13458149.000000 Penalty: 5752.293945
	Iteration 3Q: 3 clusters Score -1.345815e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -13458746.000000 Penalty: 5752.293945
	Iteration 4Q: 3 clusters Score -1.345875e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -13459472.000000 Penalty: 5752.293945
	Iteration 5Q: 3 clusters Score -1.345947e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -13460219.000000 Penalty: 5752.293945
	Iteration 6Q: 3 clusters Score -1.346022e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -13461165.000000 Penalty: 5752.293945
	Iteration 7Q: 3 clusters Score -1.346116e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -13462222.000000 Penalty: 5752.293945
	Iteration 8Q: 3 clusters Score -1.346222e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -13463578.000000 Penalty: 5752.293945
	Iteration 9Q: 3 clusters Score -1.346358e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -13465324.000000 Penalty: 5752.293945
	Iteration 10Q: 3 clusters Score -1.346532e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -13467892.000000 Penalty: 5752.293945
	Iteration 11Q: 3 clusters Score -1.346789e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -13471207.000000 Penalty: 5752.293945
	Iteration 12F: 3 clusters Score -1.347121e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -13475633.000000 Penalty: 5752.293945
	Iteration 13F: 3 clusters Score -1.347563e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85697 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -13480921.000000 Penalty: 5752.293945
	Iteration 14F: 3 clusters Score -1.348092e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -13486134.000000 Penalty: 5752.293945
	Iteration 15F: 3 clusters Score -1.348613e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97398 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -13490745.000000 Penalty: 5752.293945
	Iteration 16F: 3 clusters Score -1.349074e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -13494064.000000 Penalty: 5752.293945
	Iteration 17Q: 3 clusters Score -1.349406e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -13496010.000000 Penalty: 5752.293945
	Iteration 18Q: 3 clusters Score -1.349601e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -13497081.000000 Penalty: 5752.293945
	Iteration 19Q: 3 clusters Score -1.349708e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105768 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -13497614.000000 Penalty: 5752.293945
	Iteration 20F: 3 clusters Score -1.349761e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -13497970.000000 Penalty: 5752.293945
	Iteration 21Q: 3 clusters Score -1.349797e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13498213.000000 Penalty: 5752.293945
	Iteration 22Q: 3 clusters Score -1.349821e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13498396.000000 Penalty: 5752.293945
	Iteration 23Q: 3 clusters Score -1.34984e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -13498430.000000 Penalty: 5752.293945
	Iteration 24Q: 3 clusters Score -1.349843e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -13498487.000000 Penalty: 5752.293945
	Iteration 25Q: 3 clusters Score -1.349849e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -13498522.000000 Penalty: 5752.293945
	Iteration 26Q: 3 clusters Score -1.349852e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -13498547.000000 Penalty: 5752.293945
	Iteration 27Q: 3 clusters Score -1.349855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -13498569.000000 Penalty: 5752.293945
	Iteration 28Q: 3 clusters Score -1.349857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -13498574.000000 Penalty: 5752.293945
	Iteration 29Q: 3 clusters Score -1.349857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -13498592.000000 Penalty: 5752.293945
	Iteration 30Q: 3 clusters Score -1.349859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13498604.000000 Penalty: 5752.293945
	Iteration 31Q: 3 clusters Score -1.34986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106837 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13498597.000000 Penalty: 5752.293945
	Iteration 32Q: 3 clusters Score -1.34986e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -13498599.000000 Penalty: 5752.293945
	Iteration 33Q: 3 clusters Score -1.34986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13498613.000000 Penalty: 5752.293945
	Iteration 34Q: 3 clusters Score -1.349861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -13498604.000000 Penalty: 5752.293945
	Iteration 35Q: 3 clusters Score -1.34986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13498612.000000 Penalty: 5752.293945
	Iteration 36Q: 3 clusters Score -1.349861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13498610.000000 Penalty: 5752.293945
	Iteration 37Q: 3 clusters Score -1.349861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13498601.000000 Penalty: 5752.293945
	Iteration 38Q: 3 clusters Score -1.34986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106838 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13498612.000000 Penalty: 5752.293945
	Iteration 39Q: 3 clusters Score -1.349861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106839 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13498606.000000 Penalty: 5752.293945
	Iteration 40F: 3 clusters Score -1.349861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13498620.000000 Penalty: 5752.293945
	Iteration 41Q: 3 clusters Score -1.349862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -13498623.000000 Penalty: 5752.293945
	Iteration 42Q: 3 clusters Score -1.349862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106840 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13498617.000000 Penalty: 5752.293945
	Iteration 43Q: 3 clusters Score -1.349862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -13498629.000000 Penalty: 5752.293945
	Iteration 44Q: 3 clusters Score -1.349863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106844 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13498629.000000 Penalty: 5752.293945
	Iteration 45Q: 3 clusters Score -1.349863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -13498632.000000 Penalty: 5752.293945
	Iteration 46Q: 3 clusters Score -1.349863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -13498632.000000 Penalty: 5752.293945
	Iteration 47F: 3 clusters Score -1.349863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -428639.656250 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -428639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -425019.343750 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -425019.3 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -425800.687500 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -425800.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -425971.031250 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -425971 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -426083.406250 Penalty: 4056.326660
	Iteration 3Q: 3 clusters Score -426083.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -426152.468750 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -426152.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -426205.125000 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -426205.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -426240.000000 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -426240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -426268.343750 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -426268.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -426289.500000 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -426289.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -426306.093750 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -426306.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -426328.218750 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -426328.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -426352.781250 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -426352.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -426376.531250 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -426376.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -426397.437500 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -426397.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -426415.093750 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -426415.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -426433.468750 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -426433.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -426449.250000 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -426449.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -426463.125000 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -426463.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -426475.937500 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -426475.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -426491.625000 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -426491.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -426510.750000 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -426510.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -426531.906250 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -426531.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -426558.187500 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -426558.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -426584.218750 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -426584.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -426606.875000 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -426606.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -426629.000000 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -426629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -426655.406250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -426655.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -426680.937500 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -426680.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -426699.406250 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -426699.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -426727.656250 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -426727.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -426762.750000 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -426762.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -426805.531250 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -426805.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -426850.250000 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -426850.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -426901.562500 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -426901.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -426988.312500 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -426988.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -427110.812500 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -427110.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -427242.843750 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -427242.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -427399.343750 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -427399.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -427557.843750 Penalty: 4056.326660
	Iteration 38Q: 3 clusters Score -427557.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -427697.906250 Penalty: 4056.326660
	Iteration 39Q: 3 clusters Score -427697.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -427771.218750 Penalty: 4056.326660
	Iteration 40F: 3 clusters Score -427771.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -427794.187500 Penalty: 4056.326660
	Iteration 41Q: 3 clusters Score -427794.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -427802.406250 Penalty: 4056.326660
	Iteration 42Q: 3 clusters Score -427802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -427807.218750 Penalty: 4056.326660
	Iteration 43Q: 3 clusters Score -427807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -427808.406250 Penalty: 4056.326660
	Iteration 44Q: 3 clusters Score -427808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -427809.906250 Penalty: 4056.326660
	Iteration 45Q: 3 clusters Score -427809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -427810.906250 Penalty: 4056.326660
	Iteration 46Q: 3 clusters Score -427810.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -427810.906250 Penalty: 4056.326660
	Iteration 47F: 3 clusters Score -427810.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -585146.500000 Penalty: 2105.730713
	Iteration 0F: 2 clusters Score -585146.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -580736.312500 Penalty: 4211.461426
	Iteration 0F: 3 clusters Score -580736.3 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -582056.375000 Penalty: 4211.461426
	Iteration 1F: 3 clusters Score -582056.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -582425.625000 Penalty: 4211.461426
	Iteration 2F: 3 clusters Score -582425.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -582659.375000 Penalty: 4211.461426
	Iteration 3F: 3 clusters Score -582659.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -582860.187500 Penalty: 4211.461426
	Iteration 4F: 3 clusters Score -582860.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -583024.875000 Penalty: 4211.461426
	Iteration 5Q: 3 clusters Score -583024.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -583163.812500 Penalty: 4211.461426
	Iteration 6Q: 3 clusters Score -583163.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -583271.812500 Penalty: 4211.461426
	Iteration 7Q: 3 clusters Score -583271.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -583382.750000 Penalty: 4211.461426
	Iteration 8Q: 3 clusters Score -583382.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -583503.125000 Penalty: 4211.461426
	Iteration 9Q: 3 clusters Score -583503.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -583612.750000 Penalty: 4211.461426
	Iteration 10Q: 3 clusters Score -583612.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -583702.500000 Penalty: 4211.461426
	Iteration 11Q: 3 clusters Score -583702.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -583783.562500 Penalty: 4211.461426
	Iteration 12Q: 3 clusters Score -583783.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -583843.437500 Penalty: 4211.461426
	Iteration 13Q: 3 clusters Score -583843.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -583891.687500 Penalty: 4211.461426
	Iteration 14Q: 3 clusters Score -583891.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -583929.750000 Penalty: 4211.461426
	Iteration 15Q: 3 clusters Score -583929.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -583965.625000 Penalty: 4211.461426
	Iteration 16Q: 3 clusters Score -583965.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -583995.937500 Penalty: 4211.461426
	Iteration 17Q: 3 clusters Score -583995.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -584020.437500 Penalty: 4211.461426
	Iteration 18Q: 3 clusters Score -584020.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -584038.750000 Penalty: 4211.461426
	Iteration 19Q: 3 clusters Score -584038.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -584053.187500 Penalty: 4211.461426
	Iteration 20F: 3 clusters Score -584053.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -584064.750000 Penalty: 4211.461426
	Iteration 21Q: 3 clusters Score -584064.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -584080.375000 Penalty: 4211.461426
	Iteration 22Q: 3 clusters Score -584080.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -584092.625000 Penalty: 4211.461426
	Iteration 23Q: 3 clusters Score -584092.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -584103.312500 Penalty: 4211.461426
	Iteration 24Q: 3 clusters Score -584103.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -584119.750000 Penalty: 4211.461426
	Iteration 25Q: 3 clusters Score -584119.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -584135.000000 Penalty: 4211.461426
	Iteration 26Q: 3 clusters Score -584135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -584155.500000 Penalty: 4211.461426
	Iteration 27Q: 3 clusters Score -584155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -584181.250000 Penalty: 4211.461426
	Iteration 28Q: 3 clusters Score -584181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -584207.500000 Penalty: 4211.461426
	Iteration 29Q: 3 clusters Score -584207.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -584226.062500 Penalty: 4211.461426
	Iteration 30Q: 3 clusters Score -584226.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -584238.875000 Penalty: 4211.461426
	Iteration 31Q: 3 clusters Score -584238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -584243.062500 Penalty: 4211.461426
	Iteration 32Q: 3 clusters Score -584243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -584244.062500 Penalty: 4211.461426
	Iteration 33Q: 3 clusters Score -584244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -584244.500000 Penalty: 4211.461426
	Iteration 34Q: 3 clusters Score -584244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -584245.187500 Penalty: 4211.461426
	Iteration 35Q: 3 clusters Score -584245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -584245.312500 Penalty: 4211.461426
	Iteration 36Q: 3 clusters Score -584245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -584245.812500 Penalty: 4211.461426
	Iteration 37Q: 3 clusters Score -584245.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -584245.812500 Penalty: 4211.461426
	Iteration 38F: 3 clusters Score -584245.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -526010.750000 Penalty: 2088.874756
	Iteration 0F: 2 clusters Score -526010.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -521767.437500 Penalty: 4177.749512
	Iteration 0F: 3 clusters Score -521767.4 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -522815.343750 Penalty: 4177.749512
	Iteration 1F: 3 clusters Score -522815.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -523018.750000 Penalty: 4177.749512
	Iteration 2F: 3 clusters Score -523018.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -523130.625000 Penalty: 4177.749512
	Iteration 3Q: 3 clusters Score -523130.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -523200.062500 Penalty: 4177.749512
	Iteration 4Q: 3 clusters Score -523200.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -523247.437500 Penalty: 4177.749512
	Iteration 5Q: 3 clusters Score -523247.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -523283.593750 Penalty: 4177.749512
	Iteration 6Q: 3 clusters Score -523283.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -523311.406250 Penalty: 4177.749512
	Iteration 7Q: 3 clusters Score -523311.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -523329.250000 Penalty: 4177.749512
	Iteration 8Q: 3 clusters Score -523329.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -523343.281250 Penalty: 4177.749512
	Iteration 9Q: 3 clusters Score -523343.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -523358.312500 Penalty: 4177.749512
	Iteration 10Q: 3 clusters Score -523358.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -523377.500000 Penalty: 4177.749512
	Iteration 11Q: 3 clusters Score -523377.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -523408.968750 Penalty: 4177.749512
	Iteration 12Q: 3 clusters Score -523409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -523450.312500 Penalty: 4177.749512
	Iteration 13Q: 3 clusters Score -523450.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -523528.281250 Penalty: 4177.749512
	Iteration 14Q: 3 clusters Score -523528.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -523599.406250 Penalty: 4177.749512
	Iteration 15Q: 3 clusters Score -523599.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -523665.156250 Penalty: 4177.749512
	Iteration 16Q: 3 clusters Score -523665.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -523737.125000 Penalty: 4177.749512
	Iteration 17Q: 3 clusters Score -523737.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -523827.531250 Penalty: 4177.749512
	Iteration 18Q: 3 clusters Score -523827.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -523926.812500 Penalty: 4177.749512
	Iteration 19Q: 3 clusters Score -523926.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -524022.218750 Penalty: 4177.749512
	Iteration 20F: 3 clusters Score -524022.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -524105.718750 Penalty: 4177.749512
	Iteration 21Q: 3 clusters Score -524105.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -524179.031250 Penalty: 4177.749512
	Iteration 22Q: 3 clusters Score -524179 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -524239.718750 Penalty: 4177.749512
	Iteration 23Q: 3 clusters Score -524239.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -524329.187500 Penalty: 4177.749512
	Iteration 24Q: 3 clusters Score -524329.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -524399.500000 Penalty: 4177.749512
	Iteration 25Q: 3 clusters Score -524399.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -524452.375000 Penalty: 4177.749512
	Iteration 26Q: 3 clusters Score -524452.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -524497.687500 Penalty: 4177.749512
	Iteration 27Q: 3 clusters Score -524497.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -524532.625000 Penalty: 4177.749512
	Iteration 28Q: 3 clusters Score -524532.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -524570.187500 Penalty: 4177.749512
	Iteration 29Q: 3 clusters Score -524570.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -524587.937500 Penalty: 4177.749512
	Iteration 30Q: 3 clusters Score -524587.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -524601.000000 Penalty: 4177.749512
	Iteration 31Q: 3 clusters Score -524601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -524613.250000 Penalty: 4177.749512
	Iteration 32Q: 3 clusters Score -524613.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -524622.125000 Penalty: 4177.749512
	Iteration 33Q: 3 clusters Score -524622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -524627.437500 Penalty: 4177.749512
	Iteration 34Q: 3 clusters Score -524627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -524633.187500 Penalty: 4177.749512
	Iteration 35Q: 3 clusters Score -524633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -524634.437500 Penalty: 4177.749512
	Iteration 36Q: 3 clusters Score -524634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -524639.187500 Penalty: 4177.749512
	Iteration 37Q: 3 clusters Score -524639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -524639.750000 Penalty: 4177.749512
	Iteration 38Q: 3 clusters Score -524639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -524640.812500 Penalty: 4177.749512
	Iteration 39Q: 3 clusters Score -524640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -524640.812500 Penalty: 4177.749512
	Iteration 40F: 3 clusters Score -524640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Entering Unmasked Estep 
Score: -19639676.000000 Penalty: 2969.234863
	Iteration 0F: 2 clusters Score -1.963968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -19534494.000000 Penalty: 5938.469727
	Iteration 0F: 3 clusters Score -1.953449e+07 nChanged 75749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -19578324.000000 Penalty: 5938.469727
	Iteration 1F: 3 clusters Score -1.957832e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -19579542.000000 Penalty: 5938.469727
	Iteration 2Q: 3 clusters Score -1.957954e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -19581436.000000 Penalty: 5938.469727
	Iteration 3Q: 3 clusters Score -1.958144e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -19584328.000000 Penalty: 5938.469727
	Iteration 4Q: 3 clusters Score -1.958433e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -19588742.000000 Penalty: 5938.469727
	Iteration 5F: 3 clusters Score -1.958874e+07 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -19595002.000000 Penalty: 5938.469727
	Iteration 6F: 3 clusters Score -1.9595e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -19603226.000000 Penalty: 5938.469727
	Iteration 7F: 3 clusters Score -1.960323e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -19612094.000000 Penalty: 5938.469727
	Iteration 8F: 3 clusters Score -1.961209e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 136754 members 
Entering Unmasked Estep 
Score: -19620346.000000 Penalty: 5938.469727
	Iteration 9F: 3 clusters Score -1.962035e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -19627220.000000 Penalty: 5938.469727
	Iteration 10F: 3 clusters Score -1.962722e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -19631642.000000 Penalty: 5938.469727
	Iteration 11Q: 3 clusters Score -1.963164e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -19634142.000000 Penalty: 5938.469727
	Iteration 12Q: 3 clusters Score -1.963414e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 155758 members 
Entering Unmasked Estep 
Score: -19635604.000000 Penalty: 5938.469727
	Iteration 13Q: 3 clusters Score -1.96356e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -19636302.000000 Penalty: 5938.469727
	Iteration 14Q: 3 clusters Score -1.96363e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 157142 members 
Entering Unmasked Estep 
Score: -19636646.000000 Penalty: 5938.469727
	Iteration 15Q: 3 clusters Score -1.963665e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -19636812.000000 Penalty: 5938.469727
	Iteration 16Q: 3 clusters Score -1.963681e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -19636880.000000 Penalty: 5938.469727
	Iteration 17Q: 3 clusters Score -1.963688e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -19636936.000000 Penalty: 5938.469727
	Iteration 18Q: 3 clusters Score -1.963694e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -19636978.000000 Penalty: 5938.469727
	Iteration 19Q: 3 clusters Score -1.963698e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -19637000.000000 Penalty: 5938.469727
	Iteration 20F: 3 clusters Score -1.9637e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 157708 members 
Entering Unmasked Estep 
Score: -19637016.000000 Penalty: 5938.469727
	Iteration 21Q: 3 clusters Score -1.963702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -19637042.000000 Penalty: 5938.469727
	Iteration 22Q: 3 clusters Score -1.963704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -19637062.000000 Penalty: 5938.469727
	Iteration 23Q: 3 clusters Score -1.963706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -19637076.000000 Penalty: 5938.469727
	Iteration 24Q: 3 clusters Score -1.963708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -19637076.000000 Penalty: 5938.469727
	Iteration 25Q: 3 clusters Score -1.963708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -19637068.000000 Penalty: 5938.469727
	Iteration 26Q: 3 clusters Score -1.963707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -19637058.000000 Penalty: 5938.469727
	Iteration 27Q: 3 clusters Score -1.963706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 157768 members 
Entering Unmasked Estep 
Score: -19637074.000000 Penalty: 5938.469727
	Iteration 28Q: 3 clusters Score -1.963707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -19637102.000000 Penalty: 5938.469727
	Iteration 29Q: 3 clusters Score -1.96371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -19637108.000000 Penalty: 5938.469727
	Iteration 30Q: 3 clusters Score -1.963711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 157793 members 
Entering Unmasked Estep 
Score: -19637094.000000 Penalty: 5938.469727
	Iteration 31Q: 3 clusters Score -1.963709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -19637104.000000 Penalty: 5938.469727
	Iteration 32Q: 3 clusters Score -1.96371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -19637106.000000 Penalty: 5938.469727
	Iteration 33Q: 3 clusters Score -1.963711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -19637140.000000 Penalty: 5938.469727
	Iteration 34Q: 3 clusters Score -1.963714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -19637142.000000 Penalty: 5938.469727
	Iteration 35Q: 3 clusters Score -1.963714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 157825 members 
Entering Unmasked Estep 
Score: -19637140.000000 Penalty: 5938.469727
	Iteration 36Q: 3 clusters Score -1.963714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -19637138.000000 Penalty: 5938.469727
	Iteration 37Q: 3 clusters Score -1.963714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -19637132.000000 Penalty: 5938.469727
	Iteration 38Q: 3 clusters Score -1.963713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 157842 members 
Entering Unmasked Estep 
Score: -19637142.000000 Penalty: 5938.469727
	Iteration 39Q: 3 clusters Score -1.963714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 157843 members 
Entering Unmasked Estep 
Score: -19637146.000000 Penalty: 5938.469727
	Iteration 40F: 3 clusters Score -1.963715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 157842 members 
Entering Unmasked Estep 
Score: -19637180.000000 Penalty: 5938.469727
	Iteration 41Q: 3 clusters Score -1.963718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -19637170.000000 Penalty: 5938.469727
	Iteration 42Q: 3 clusters Score -1.963717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -19637176.000000 Penalty: 5938.469727
	Iteration 43Q: 3 clusters Score -1.963718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 157847 members 
Entering Unmasked Estep 
Score: -19637164.000000 Penalty: 5938.469727
	Iteration 44Q: 3 clusters Score -1.963716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -19637164.000000 Penalty: 5938.469727
	Iteration 45Q: 3 clusters Score -1.963716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -19637170.000000 Penalty: 5938.469727
	Iteration 46Q: 3 clusters Score -1.963717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -19637170.000000 Penalty: 5938.469727
	Iteration 47Q: 3 clusters Score -1.963717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 157849 members 
Entering Unmasked Estep 
Score: -19637170.000000 Penalty: 5938.469727
	Iteration 48F: 3 clusters Score -1.963717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166384 members 
Entering Unmasked Estep 
Score: -20363574.000000 Penalty: 2981.469238
	Iteration 0F: 2 clusters Score -2.036357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -20252570.000000 Penalty: 5962.938477
	Iteration 0F: 3 clusters Score -2.025257e+07 nChanged 79939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -20298890.000000 Penalty: 5962.938477
	Iteration 1F: 3 clusters Score -2.029889e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94358 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -20300400.000000 Penalty: 5962.938477
	Iteration 2Q: 3 clusters Score -2.03004e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -20303384.000000 Penalty: 5962.938477
	Iteration 3Q: 3 clusters Score -2.030338e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -20309398.000000 Penalty: 5962.938477
	Iteration 4F: 3 clusters Score -2.03094e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -20320616.000000 Penalty: 5962.938477
	Iteration 5F: 3 clusters Score -2.032062e+07 nChanged 16499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141905 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -20336584.000000 Penalty: 5962.938477
	Iteration 6F: 3 clusters Score -2.033658e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -20350708.000000 Penalty: 5962.938477
	Iteration 7F: 3 clusters Score -2.035071e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162806 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -20357838.000000 Penalty: 5962.938477
	Iteration 8Q: 3 clusters Score -2.035784e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20359936.000000 Penalty: 5962.938477
	Iteration 9Q: 3 clusters Score -2.035994e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20360558.000000 Penalty: 5962.938477
	Iteration 10Q: 3 clusters Score -2.036056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20360744.000000 Penalty: 5962.938477
	Iteration 11Q: 3 clusters Score -2.036074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -20360862.000000 Penalty: 5962.938477
	Iteration 12Q: 3 clusters Score -2.036086e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166062 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20360896.000000 Penalty: 5962.938477
	Iteration 13Q: 3 clusters Score -2.03609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166071 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20360916.000000 Penalty: 5962.938477
	Iteration 14Q: 3 clusters Score -2.036092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166075 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20360940.000000 Penalty: 5962.938477
	Iteration 15Q: 3 clusters Score -2.036094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166077 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20360978.000000 Penalty: 5962.938477
	Iteration 16Q: 3 clusters Score -2.036098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166082 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20360980.000000 Penalty: 5962.938477
	Iteration 17Q: 3 clusters Score -2.036098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20361008.000000 Penalty: 5962.938477
	Iteration 18Q: 3 clusters Score -2.036101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20361012.000000 Penalty: 5962.938477
	Iteration 19Q: 3 clusters Score -2.036101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166085 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20361020.000000 Penalty: 5962.938477
	Iteration 20F: 3 clusters Score -2.036102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20361012.000000 Penalty: 5962.938477
	Iteration 21Q: 3 clusters Score -2.036101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166093 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20361042.000000 Penalty: 5962.938477
	Iteration 22Q: 3 clusters Score -2.036104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20361042.000000 Penalty: 5962.938477
	Iteration 23Q: 3 clusters Score -2.036104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20361050.000000 Penalty: 5962.938477
	Iteration 24Q: 3 clusters Score -2.036105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166089 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20361070.000000 Penalty: 5962.938477
	Iteration 25Q: 3 clusters Score -2.036107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20361062.000000 Penalty: 5962.938477
	Iteration 26Q: 3 clusters Score -2.036106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20361074.000000 Penalty: 5962.938477
	Iteration 27Q: 3 clusters Score -2.036107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20361080.000000 Penalty: 5962.938477
	Iteration 28Q: 3 clusters Score -2.036108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166092 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20361076.000000 Penalty: 5962.938477
	Iteration 29Q: 3 clusters Score -2.036108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20361072.000000 Penalty: 5962.938477
	Iteration 30Q: 3 clusters Score -2.036107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166090 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20361076.000000 Penalty: 5962.938477
	Iteration 31Q: 3 clusters Score -2.036108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166089 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20361080.000000 Penalty: 5962.938477
	Iteration 32Q: 3 clusters Score -2.036108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166089 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20361080.000000 Penalty: 5962.938477
	Iteration 33F: 3 clusters Score -2.036108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (129182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129182 members 
Entering Unmasked Estep 
Score: -15973623.000000 Penalty: 2918.706299
	Iteration 0F: 2 clusters Score -1.597362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 64803 members 
Entering Unmasked Estep 
Score: -15887295.000000 Penalty: 5837.412598
	Iteration 0F: 3 clusters Score -1.58873e+07 nChanged 61551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -15922414.000000 Penalty: 5837.412598
	Iteration 1F: 3 clusters Score -1.592241e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -15923532.000000 Penalty: 5837.412598
	Iteration 2Q: 3 clusters Score -1.592353e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -15925000.000000 Penalty: 5837.412598
	Iteration 3Q: 3 clusters Score -1.5925e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -15926735.000000 Penalty: 5837.412598
	Iteration 4Q: 3 clusters Score -1.592674e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -15929542.000000 Penalty: 5837.412598
	Iteration 5Q: 3 clusters Score -1.592954e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -15934329.000000 Penalty: 5837.412598
	Iteration 6F: 3 clusters Score -1.593433e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -15942074.000000 Penalty: 5837.412598
	Iteration 7F: 3 clusters Score -1.594207e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -15953140.000000 Penalty: 5837.412598
	Iteration 8F: 3 clusters Score -1.595314e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -15963135.000000 Penalty: 5837.412598
	Iteration 9F: 3 clusters Score -1.596314e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -15966825.000000 Penalty: 5837.412598
	Iteration 10Q: 3 clusters Score -1.596682e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -15967621.000000 Penalty: 5837.412598
	Iteration 11Q: 3 clusters Score -1.596762e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -15968067.000000 Penalty: 5837.412598
	Iteration 12Q: 3 clusters Score -1.596807e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 104946 members 
Entering Unmasked Estep 
Score: -15968290.000000 Penalty: 5837.412598
	Iteration 13Q: 3 clusters Score -1.596829e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -15968475.000000 Penalty: 5837.412598
	Iteration 14Q: 3 clusters Score -1.596848e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -15968642.000000 Penalty: 5837.412598
	Iteration 15Q: 3 clusters Score -1.596864e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -15968800.000000 Penalty: 5837.412598
	Iteration 16Q: 3 clusters Score -1.59688e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 107516 members 
Entering Unmasked Estep 
Score: -15968938.000000 Penalty: 5837.412598
	Iteration 17Q: 3 clusters Score -1.596894e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -15969091.000000 Penalty: 5837.412598
	Iteration 18Q: 3 clusters Score -1.596909e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 108669 members 
Entering Unmasked Estep 
Score: -15969193.000000 Penalty: 5837.412598
	Iteration 19Q: 3 clusters Score -1.596919e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -15969264.000000 Penalty: 5837.412598
	Iteration 20F: 3 clusters Score -1.596926e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -15969437.000000 Penalty: 5837.412598
	Iteration 21Q: 3 clusters Score -1.596944e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -15969531.000000 Penalty: 5837.412598
	Iteration 22Q: 3 clusters Score -1.596953e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -15969609.000000 Penalty: 5837.412598
	Iteration 23Q: 3 clusters Score -1.596961e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 111337 members 
Entering Unmasked Estep 
Score: -15969720.000000 Penalty: 5837.412598
	Iteration 24Q: 3 clusters Score -1.596972e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 111794 members 
Entering Unmasked Estep 
Score: -15969778.000000 Penalty: 5837.412598
	Iteration 25Q: 3 clusters Score -1.596978e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 112245 members 
Entering Unmasked Estep 
Score: -15969873.000000 Penalty: 5837.412598
	Iteration 26Q: 3 clusters Score -1.596987e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -15969924.000000 Penalty: 5837.412598
	Iteration 27Q: 3 clusters Score -1.596992e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -15970031.000000 Penalty: 5837.412598
	Iteration 28Q: 3 clusters Score -1.597003e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -15970135.000000 Penalty: 5837.412598
	Iteration 29Q: 3 clusters Score -1.597014e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -15970295.000000 Penalty: 5837.412598
	Iteration 30Q: 3 clusters Score -1.59703e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 114256 members 
Entering Unmasked Estep 
Score: -15970333.000000 Penalty: 5837.412598
	Iteration 31Q: 3 clusters Score -1.597033e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 114621 members 
Entering Unmasked Estep 
Score: -15970348.000000 Penalty: 5837.412598
	Iteration 32Q: 3 clusters Score -1.597035e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -15970418.000000 Penalty: 5837.412598
	Iteration 33Q: 3 clusters Score -1.597042e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 115346 members 
Entering Unmasked Estep 
Score: -15970536.000000 Penalty: 5837.412598
	Iteration 34Q: 3 clusters Score -1.597054e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -15970638.000000 Penalty: 5837.412598
	Iteration 35Q: 3 clusters Score -1.597064e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 116017 members 
Entering Unmasked Estep 
Score: -15970675.000000 Penalty: 5837.412598
	Iteration 36Q: 3 clusters Score -1.597068e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 116318 members 
Entering Unmasked Estep 
Score: -15970742.000000 Penalty: 5837.412598
	Iteration 37Q: 3 clusters Score -1.597074e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 116623 members 
Entering Unmasked Estep 
Score: -15970753.000000 Penalty: 5837.412598
	Iteration 38Q: 3 clusters Score -1.597075e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -15970793.000000 Penalty: 5837.412598
	Iteration 39Q: 3 clusters Score -1.597079e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -15970816.000000 Penalty: 5837.412598
	Iteration 40F: 3 clusters Score -1.597082e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 117510 members 
Entering Unmasked Estep 
Score: -15970891.000000 Penalty: 5837.412598
	Iteration 41Q: 3 clusters Score -1.597089e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 117809 members 
Entering Unmasked Estep 
Score: -15970977.000000 Penalty: 5837.412598
	Iteration 42Q: 3 clusters Score -1.597098e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 118076 members 
Entering Unmasked Estep 
Score: -15971032.000000 Penalty: 5837.412598
	Iteration 43Q: 3 clusters Score -1.597103e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -15971088.000000 Penalty: 5837.412598
	Iteration 44Q: 3 clusters Score -1.597109e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -15971069.000000 Penalty: 5837.412598
	Iteration 45Q: 3 clusters Score -1.597107e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 118777 members 
Entering Unmasked Estep 
Score: -15971113.000000 Penalty: 5837.412598
	Iteration 46Q: 3 clusters Score -1.597111e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 118982 members 
Entering Unmasked Estep 
Score: -15971132.000000 Penalty: 5837.412598
	Iteration 47Q: 3 clusters Score -1.597113e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 119186 members 
Entering Unmasked Estep 
Score: -15971169.000000 Penalty: 5837.412598
	Iteration 48Q: 3 clusters Score -1.597117e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -15971190.000000 Penalty: 5837.412598
	Iteration 49Q: 3 clusters Score -1.597119e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 119522 members 
Entering Unmasked Estep 
Score: -15971228.000000 Penalty: 5837.412598
	Iteration 50Q: 3 clusters Score -1.597123e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -15971234.000000 Penalty: 5837.412598
	Iteration 51Q: 3 clusters Score -1.597123e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -15971247.000000 Penalty: 5837.412598
	Iteration 52Q: 3 clusters Score -1.597125e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 119980 members 
Entering Unmasked Estep 
Score: -15971267.000000 Penalty: 5837.412598
	Iteration 53Q: 3 clusters Score -1.597127e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -15971265.000000 Penalty: 5837.412598
	Iteration 54Q: 3 clusters Score -1.597126e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -15971313.000000 Penalty: 5837.412598
	Iteration 55Q: 3 clusters Score -1.597131e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -15971343.000000 Penalty: 5837.412598
	Iteration 56Q: 3 clusters Score -1.597134e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 120507 members 
Entering Unmasked Estep 
Score: -15971351.000000 Penalty: 5837.412598
	Iteration 57Q: 3 clusters Score -1.597135e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 120607 members 
Entering Unmasked Estep 
Score: -15971386.000000 Penalty: 5837.412598
	Iteration 58Q: 3 clusters Score -1.597139e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 120699 members 
Entering Unmasked Estep 
Score: -15971385.000000 Penalty: 5837.412598
	Iteration 59Q: 3 clusters Score -1.597138e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 120779 members 
Entering Unmasked Estep 
Score: -15971367.000000 Penalty: 5837.412598
	Iteration 60F: 3 clusters Score -1.597137e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 120865 members 
Entering Unmasked Estep 
Score: -15971371.000000 Penalty: 5837.412598
	Iteration 61Q: 3 clusters Score -1.597137e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 120969 members 
Entering Unmasked Estep 
Score: -15971375.000000 Penalty: 5837.412598
	Iteration 62Q: 3 clusters Score -1.597138e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 121073 members 
Entering Unmasked Estep 
Score: -15971430.000000 Penalty: 5837.412598
	Iteration 63Q: 3 clusters Score -1.597143e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 121182 members 
Entering Unmasked Estep 
Score: -15971420.000000 Penalty: 5837.412598
	Iteration 64Q: 3 clusters Score -1.597142e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 121282 members 
Entering Unmasked Estep 
Score: -15971409.000000 Penalty: 5837.412598
	Iteration 65Q: 3 clusters Score -1.597141e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 121372 members 
Entering Unmasked Estep 
Score: -15971396.000000 Penalty: 5837.412598
	Iteration 66Q: 3 clusters Score -1.59714e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -15971394.000000 Penalty: 5837.412598
	Iteration 67Q: 3 clusters Score -1.597139e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -15971421.000000 Penalty: 5837.412598
	Iteration 68Q: 3 clusters Score -1.597142e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 121621 members 
Entering Unmasked Estep 
Score: -15971434.000000 Penalty: 5837.412598
	Iteration 69Q: 3 clusters Score -1.597143e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 121696 members 
Entering Unmasked Estep 
Score: -15971436.000000 Penalty: 5837.412598
	Iteration 70Q: 3 clusters Score -1.597144e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -15971450.000000 Penalty: 5837.412598
	Iteration 71Q: 3 clusters Score -1.597145e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -15971475.000000 Penalty: 5837.412598
	Iteration 72Q: 3 clusters Score -1.597148e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 121894 members 
Entering Unmasked Estep 
Score: -15971487.000000 Penalty: 5837.412598
	Iteration 73Q: 3 clusters Score -1.597149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 121968 members 
Entering Unmasked Estep 
Score: -15971470.000000 Penalty: 5837.412598
	Iteration 74Q: 3 clusters Score -1.597147e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 122040 members 
Entering Unmasked Estep 
Score: -15971532.000000 Penalty: 5837.412598
	Iteration 75Q: 3 clusters Score -1.597153e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -15971531.000000 Penalty: 5837.412598
	Iteration 76Q: 3 clusters Score -1.597153e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -15971538.000000 Penalty: 5837.412598
	Iteration 77Q: 3 clusters Score -1.597154e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -15971544.000000 Penalty: 5837.412598
	Iteration 78Q: 3 clusters Score -1.597154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 122247 members 
Entering Unmasked Estep 
Score: -15971539.000000 Penalty: 5837.412598
	Iteration 79Q: 3 clusters Score -1.597154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 122289 members 
Entering Unmasked Estep 
Score: -15971540.000000 Penalty: 5837.412598
	Iteration 80F: 3 clusters Score -1.597154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -15971561.000000 Penalty: 5837.412598
	Iteration 81Q: 3 clusters Score -1.597156e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -15971558.000000 Penalty: 5837.412598
	Iteration 82Q: 3 clusters Score -1.597156e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 122431 members 
Entering Unmasked Estep 
Score: -15971569.000000 Penalty: 5837.412598
	Iteration 83Q: 3 clusters Score -1.597157e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -15971579.000000 Penalty: 5837.412598
	Iteration 84Q: 3 clusters Score -1.597158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 122512 members 
Entering Unmasked Estep 
Score: -15971577.000000 Penalty: 5837.412598
	Iteration 85Q: 3 clusters Score -1.597158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -15971597.000000 Penalty: 5837.412598
	Iteration 86Q: 3 clusters Score -1.59716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 122609 members 
Entering Unmasked Estep 
Score: -15971616.000000 Penalty: 5837.412598
	Iteration 87Q: 3 clusters Score -1.597162e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 122660 members 
Entering Unmasked Estep 
Score: -15971634.000000 Penalty: 5837.412598
	Iteration 88Q: 3 clusters Score -1.597163e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -15971624.000000 Penalty: 5837.412598
	Iteration 89Q: 3 clusters Score -1.597162e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -15971642.000000 Penalty: 5837.412598
	Iteration 90Q: 3 clusters Score -1.597164e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 122818 members 
Entering Unmasked Estep 
Score: -15971651.000000 Penalty: 5837.412598
	Iteration 91Q: 3 clusters Score -1.597165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 122855 members 
Entering Unmasked Estep 
Score: -15971658.000000 Penalty: 5837.412598
	Iteration 92Q: 3 clusters Score -1.597166e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -15971672.000000 Penalty: 5837.412598
	Iteration 93Q: 3 clusters Score -1.597167e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -15971671.000000 Penalty: 5837.412598
	Iteration 94Q: 3 clusters Score -1.597167e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 123005 members 
Entering Unmasked Estep 
Score: -15971659.000000 Penalty: 5837.412598
	Iteration 95Q: 3 clusters Score -1.597166e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 123055 members 
Entering Unmasked Estep 
Score: -15971659.000000 Penalty: 5837.412598
	Iteration 96Q: 3 clusters Score -1.597166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -15971660.000000 Penalty: 5837.412598
	Iteration 97Q: 3 clusters Score -1.597166e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -15971659.000000 Penalty: 5837.412598
	Iteration 98Q: 3 clusters Score -1.597166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -15971653.000000 Penalty: 5837.412598
	Iteration 99Q: 3 clusters Score -1.597165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 123220 members 
Entering Unmasked Estep 
Score: -15971680.000000 Penalty: 5837.412598
	Iteration 100F: 3 clusters Score -1.597168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 123260 members 
Entering Unmasked Estep 
Score: -15971663.000000 Penalty: 5837.412598
	Iteration 101Q: 3 clusters Score -1.597166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 123292 members 
Entering Unmasked Estep 
Score: -15971680.000000 Penalty: 5837.412598
	Iteration 102Q: 3 clusters Score -1.597168e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 123324 members 
Entering Unmasked Estep 
Score: -15971666.000000 Penalty: 5837.412598
	Iteration 103Q: 3 clusters Score -1.597167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 123351 members 
Entering Unmasked Estep 
Score: -15971682.000000 Penalty: 5837.412598
	Iteration 104Q: 3 clusters Score -1.597168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 123380 members 
Entering Unmasked Estep 
Score: -15971675.000000 Penalty: 5837.412598
	Iteration 105Q: 3 clusters Score -1.597168e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 123421 members 
Entering Unmasked Estep 
Score: -15971677.000000 Penalty: 5837.412598
	Iteration 106Q: 3 clusters Score -1.597168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 123454 members 
Entering Unmasked Estep 
Score: -15971663.000000 Penalty: 5837.412598
	Iteration 107Q: 3 clusters Score -1.597166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -15971687.000000 Penalty: 5837.412598
	Iteration 108Q: 3 clusters Score -1.597169e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 123527 members 
Entering Unmasked Estep 
Score: -15971693.000000 Penalty: 5837.412598
	Iteration 109Q: 3 clusters Score -1.597169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 123565 members 
Entering Unmasked Estep 
Score: -15971690.000000 Penalty: 5837.412598
	Iteration 110Q: 3 clusters Score -1.597169e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -15971720.000000 Penalty: 5837.412598
	Iteration 111Q: 3 clusters Score -1.597172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -15971733.000000 Penalty: 5837.412598
	Iteration 112Q: 3 clusters Score -1.597173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -15971719.000000 Penalty: 5837.412598
	Iteration 113Q: 3 clusters Score -1.597172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
Score: -15971717.000000 Penalty: 5837.412598
	Iteration 114Q: 3 clusters Score -1.597172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -15971739.000000 Penalty: 5837.412598
	Iteration 115Q: 3 clusters Score -1.597174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 123709 members 
Entering Unmasked Estep 
Score: -15971754.000000 Penalty: 5837.412598
	Iteration 116Q: 3 clusters Score -1.597175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 123720 members 
Entering Unmasked Estep 
Score: -15971756.000000 Penalty: 5837.412598
	Iteration 117Q: 3 clusters Score -1.597176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 123730 members 
Entering Unmasked Estep 
Score: -15971749.000000 Penalty: 5837.412598
	Iteration 118Q: 3 clusters Score -1.597175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 123739 members 
Entering Unmasked Estep 
Score: -15971759.000000 Penalty: 5837.412598
	Iteration 119Q: 3 clusters Score -1.597176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -15971771.000000 Penalty: 5837.412598
	Iteration 120F: 3 clusters Score -1.597177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 123760 members 
Entering Unmasked Estep 
Score: -15971768.000000 Penalty: 5837.412598
	Iteration 121Q: 3 clusters Score -1.597177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 123764 members 
Entering Unmasked Estep 
Score: -15971771.000000 Penalty: 5837.412598
	Iteration 122Q: 3 clusters Score -1.597177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 123764 members 
Entering Unmasked Estep 
Score: -15971771.000000 Penalty: 5837.412598
	Iteration 123F: 3 clusters Score -1.597177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Entering Unmasked Estep 
Score: -6650657.500000 Penalty: 2700.390137
	Iteration 0F: 2 clusters Score -6650658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6614393.500000 Penalty: 5400.780273
	Iteration 0F: 3 clusters Score -6614394 nChanged 24929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -6628222.000000 Penalty: 5400.780273
	Iteration 1F: 3 clusters Score -6628222 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -6628915.000000 Penalty: 5400.780273
	Iteration 2Q: 3 clusters Score -6628915 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -6629767.500000 Penalty: 5400.780273
	Iteration 3Q: 3 clusters Score -6629768 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -6630842.500000 Penalty: 5400.780273
	Iteration 4Q: 3 clusters Score -6630842 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -6632721.500000 Penalty: 5400.780273
	Iteration 5F: 3 clusters Score -6632722 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -6635426.000000 Penalty: 5400.780273
	Iteration 6F: 3 clusters Score -6635426 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6638949.000000 Penalty: 5400.780273
	Iteration 7F: 3 clusters Score -6638949 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -6642763.000000 Penalty: 5400.780273
	Iteration 8F: 3 clusters Score -6642763 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -6645396.500000 Penalty: 5400.780273
	Iteration 9Q: 3 clusters Score -6645396 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -6646622.000000 Penalty: 5400.780273
	Iteration 10Q: 3 clusters Score -6646622 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -6647022.000000 Penalty: 5400.780273
	Iteration 11Q: 3 clusters Score -6647022 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -6647328.500000 Penalty: 5400.780273
	Iteration 12Q: 3 clusters Score -6647328 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -6647527.500000 Penalty: 5400.780273
	Iteration 13Q: 3 clusters Score -6647528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -6647731.000000 Penalty: 5400.780273
	Iteration 14Q: 3 clusters Score -6647731 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -6647846.500000 Penalty: 5400.780273
	Iteration 15Q: 3 clusters Score -6647846 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -6647946.500000 Penalty: 5400.780273
	Iteration 16Q: 3 clusters Score -6647946 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -6648048.500000 Penalty: 5400.780273
	Iteration 17Q: 3 clusters Score -6648048 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -6648111.000000 Penalty: 5400.780273
	Iteration 18Q: 3 clusters Score -6648111 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6648192.000000 Penalty: 5400.780273
	Iteration 19Q: 3 clusters Score -6648192 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6648255.500000 Penalty: 5400.780273
	Iteration 20F: 3 clusters Score -6648256 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6648284.500000 Penalty: 5400.780273
	Iteration 21Q: 3 clusters Score -6648284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6648302.000000 Penalty: 5400.780273
	Iteration 22Q: 3 clusters Score -6648302 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -6648323.500000 Penalty: 5400.780273
	Iteration 23Q: 3 clusters Score -6648324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -6648342.500000 Penalty: 5400.780273
	Iteration 24Q: 3 clusters Score -6648342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6648378.500000 Penalty: 5400.780273
	Iteration 25Q: 3 clusters Score -6648378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -6648389.000000 Penalty: 5400.780273
	Iteration 26Q: 3 clusters Score -6648389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6648404.500000 Penalty: 5400.780273
	Iteration 27Q: 3 clusters Score -6648404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -6648409.500000 Penalty: 5400.780273
	Iteration 28Q: 3 clusters Score -6648410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6648438.500000 Penalty: 5400.780273
	Iteration 29Q: 3 clusters Score -6648438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6648446.000000 Penalty: 5400.780273
	Iteration 30Q: 3 clusters Score -6648446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6648458.000000 Penalty: 5400.780273
	Iteration 31Q: 3 clusters Score -6648458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6648477.500000 Penalty: 5400.780273
	Iteration 32Q: 3 clusters Score -6648478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6648491.500000 Penalty: 5400.780273
	Iteration 33Q: 3 clusters Score -6648492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6648489.500000 Penalty: 5400.780273
	Iteration 34Q: 3 clusters Score -6648490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6648494.500000 Penalty: 5400.780273
	Iteration 35Q: 3 clusters Score -6648494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6648510.500000 Penalty: 5400.780273
	Iteration 36Q: 3 clusters Score -6648510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6648516.500000 Penalty: 5400.780273
	Iteration 37Q: 3 clusters Score -6648516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6648533.000000 Penalty: 5400.780273
	Iteration 38Q: 3 clusters Score -6648533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6648548.500000 Penalty: 5400.780273
	Iteration 39Q: 3 clusters Score -6648548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6648549.500000 Penalty: 5400.780273
	Iteration 40F: 3 clusters Score -6648550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6648547.500000 Penalty: 5400.780273
	Iteration 41Q: 3 clusters Score -6648548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6648546.500000 Penalty: 5400.780273
	Iteration 42Q: 3 clusters Score -6648546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6648555.000000 Penalty: 5400.780273
	Iteration 43Q: 3 clusters Score -6648555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6648555.500000 Penalty: 5400.780273
	Iteration 44Q: 3 clusters Score -6648556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6648555.500000 Penalty: 5400.780273
	Iteration 45Q: 3 clusters Score -6648556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6648555.500000 Penalty: 5400.780273
	Iteration 46Q: 3 clusters Score -6648556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6648572.000000 Penalty: 5400.780273
	Iteration 47Q: 3 clusters Score -6648572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6648572.500000 Penalty: 5400.780273
	Iteration 48Q: 3 clusters Score -6648572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6648569.000000 Penalty: 5400.780273
	Iteration 49Q: 3 clusters Score -6648569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6648571.000000 Penalty: 5400.780273
	Iteration 50Q: 3 clusters Score -6648571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6648579.500000 Penalty: 5400.780273
	Iteration 51Q: 3 clusters Score -6648580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -6648589.000000 Penalty: 5400.780273
	Iteration 52Q: 3 clusters Score -6648589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6648584.500000 Penalty: 5400.780273
	Iteration 53Q: 3 clusters Score -6648584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6648585.500000 Penalty: 5400.780273
	Iteration 54Q: 3 clusters Score -6648586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6648590.500000 Penalty: 5400.780273
	Iteration 55Q: 3 clusters Score -6648590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6648594.000000 Penalty: 5400.780273
	Iteration 56Q: 3 clusters Score -6648594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6648596.000000 Penalty: 5400.780273
	Iteration 57Q: 3 clusters Score -6648596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6648593.000000 Penalty: 5400.780273
	Iteration 58Q: 3 clusters Score -6648593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6648599.500000 Penalty: 5400.780273
	Iteration 59Q: 3 clusters Score -6648600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6648599.500000 Penalty: 5400.780273
	Iteration 60F: 3 clusters Score -6648600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (154945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Entering Unmasked Estep 
Score: -19028242.000000 Penalty: 2963.804688
	Iteration 0F: 2 clusters Score -1.902824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 77524 members 
Entering Unmasked Estep 
Score: -18925198.000000 Penalty: 5927.609375
	Iteration 0F: 3 clusters Score -1.89252e+07 nChanged 74375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -18968942.000000 Penalty: 5927.609375
	Iteration 1F: 3 clusters Score -1.896894e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -18970336.000000 Penalty: 5927.609375
	Iteration 2Q: 3 clusters Score -1.897034e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 82909 members 
Entering Unmasked Estep 
Score: -18972498.000000 Penalty: 5927.609375
	Iteration 3Q: 3 clusters Score -1.89725e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 86458 members 
Entering Unmasked Estep 
Score: -18975814.000000 Penalty: 5927.609375
	Iteration 4Q: 3 clusters Score -1.897581e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -18980654.000000 Penalty: 5927.609375
	Iteration 5F: 3 clusters Score -1.898065e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -18987456.000000 Penalty: 5927.609375
	Iteration 6F: 3 clusters Score -1.898746e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 107068 members 
Entering Unmasked Estep 
Score: -18995998.000000 Penalty: 5927.609375
	Iteration 7F: 3 clusters Score -1.8996e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 115302 members 
Entering Unmasked Estep 
Score: -19005008.000000 Penalty: 5927.609375
	Iteration 8F: 3 clusters Score -1.900501e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 121824 members 
Entering Unmasked Estep 
Score: -19012152.000000 Penalty: 5927.609375
	Iteration 9F: 3 clusters Score -1.901215e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 126362 members 
Entering Unmasked Estep 
Score: -19016868.000000 Penalty: 5927.609375
	Iteration 10Q: 3 clusters Score -1.901687e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 129631 members 
Entering Unmasked Estep 
Score: -19019506.000000 Penalty: 5927.609375
	Iteration 11Q: 3 clusters Score -1.901951e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 132263 members 
Entering Unmasked Estep 
Score: -19021114.000000 Penalty: 5927.609375
	Iteration 12Q: 3 clusters Score -1.902111e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 134435 members 
Entering Unmasked Estep 
Score: -19021872.000000 Penalty: 5927.609375
	Iteration 13Q: 3 clusters Score -1.902187e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 136364 members 
Entering Unmasked Estep 
Score: -19022684.000000 Penalty: 5927.609375
	Iteration 14Q: 3 clusters Score -1.902268e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 138071 members 
Entering Unmasked Estep 
Score: -19023358.000000 Penalty: 5927.609375
	Iteration 15Q: 3 clusters Score -1.902336e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 139636 members 
Entering Unmasked Estep 
Score: -19023966.000000 Penalty: 5927.609375
	Iteration 16Q: 3 clusters Score -1.902397e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -19024420.000000 Penalty: 5927.609375
	Iteration 17Q: 3 clusters Score -1.902442e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -19024926.000000 Penalty: 5927.609375
	Iteration 18Q: 3 clusters Score -1.902493e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -19025260.000000 Penalty: 5927.609375
	Iteration 19Q: 3 clusters Score -1.902526e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -19025538.000000 Penalty: 5927.609375
	Iteration 20F: 3 clusters Score -1.902554e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -19025782.000000 Penalty: 5927.609375
	Iteration 21Q: 3 clusters Score -1.902578e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 146121 members 
Entering Unmasked Estep 
Score: -19025978.000000 Penalty: 5927.609375
	Iteration 22Q: 3 clusters Score -1.902598e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 146816 members 
Entering Unmasked Estep 
Score: -19026182.000000 Penalty: 5927.609375
	Iteration 23Q: 3 clusters Score -1.902618e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -19026310.000000 Penalty: 5927.609375
	Iteration 24Q: 3 clusters Score -1.902631e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -19026470.000000 Penalty: 5927.609375
	Iteration 25Q: 3 clusters Score -1.902647e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 148379 members 
Entering Unmasked Estep 
Score: -19026510.000000 Penalty: 5927.609375
	Iteration 26Q: 3 clusters Score -1.902651e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -19026580.000000 Penalty: 5927.609375
	Iteration 27Q: 3 clusters Score -1.902658e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 149077 members 
Entering Unmasked Estep 
Score: -19026630.000000 Penalty: 5927.609375
	Iteration 28Q: 3 clusters Score -1.902663e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 149378 members 
Entering Unmasked Estep 
Score: -19026712.000000 Penalty: 5927.609375
	Iteration 29Q: 3 clusters Score -1.902671e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -19026780.000000 Penalty: 5927.609375
	Iteration 30Q: 3 clusters Score -1.902678e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -19026818.000000 Penalty: 5927.609375
	Iteration 31Q: 3 clusters Score -1.902682e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 150053 members 
Entering Unmasked Estep 
Score: -19026886.000000 Penalty: 5927.609375
	Iteration 32Q: 3 clusters Score -1.902689e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -19026902.000000 Penalty: 5927.609375
	Iteration 33Q: 3 clusters Score -1.90269e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 150376 members 
Entering Unmasked Estep 
Score: -19026922.000000 Penalty: 5927.609375
	Iteration 34Q: 3 clusters Score -1.902692e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 150497 members 
Entering Unmasked Estep 
Score: -19026984.000000 Penalty: 5927.609375
	Iteration 35Q: 3 clusters Score -1.902698e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -19027018.000000 Penalty: 5927.609375
	Iteration 36Q: 3 clusters Score -1.902702e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 150723 members 
Entering Unmasked Estep 
Score: -19026970.000000 Penalty: 5927.609375
	Iteration 37Q: 3 clusters Score -1.902697e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -19026960.000000 Penalty: 5927.609375
	Iteration 38Q: 3 clusters Score -1.902696e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -19026956.000000 Penalty: 5927.609375
	Iteration 39Q: 3 clusters Score -1.902696e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 151023 members 
Entering Unmasked Estep 
Score: -19026988.000000 Penalty: 5927.609375
	Iteration 40F: 3 clusters Score -1.902699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -19027026.000000 Penalty: 5927.609375
	Iteration 41Q: 3 clusters Score -1.902703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -19027054.000000 Penalty: 5927.609375
	Iteration 42Q: 3 clusters Score -1.902705e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 151177 members 
Entering Unmasked Estep 
Score: -19027010.000000 Penalty: 5927.609375
	Iteration 43Q: 3 clusters Score -1.902701e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 151230 members 
Entering Unmasked Estep 
Score: -19027024.000000 Penalty: 5927.609375
	Iteration 44Q: 3 clusters Score -1.902702e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 151274 members 
Entering Unmasked Estep 
Score: -19027042.000000 Penalty: 5927.609375
	Iteration 45Q: 3 clusters Score -1.902704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 151311 members 
Entering Unmasked Estep 
Score: -19027042.000000 Penalty: 5927.609375
	Iteration 46Q: 3 clusters Score -1.902704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 151339 members 
Entering Unmasked Estep 
Score: -19027064.000000 Penalty: 5927.609375
	Iteration 47Q: 3 clusters Score -1.902706e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 151366 members 
Entering Unmasked Estep 
Score: -19027072.000000 Penalty: 5927.609375
	Iteration 48Q: 3 clusters Score -1.902707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 151388 members 
Entering Unmasked Estep 
Score: -19027050.000000 Penalty: 5927.609375
	Iteration 49Q: 3 clusters Score -1.902705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 151407 members 
Entering Unmasked Estep 
Score: -19027058.000000 Penalty: 5927.609375
	Iteration 50Q: 3 clusters Score -1.902706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 151420 members 
Entering Unmasked Estep 
Score: -19027072.000000 Penalty: 5927.609375
	Iteration 51Q: 3 clusters Score -1.902707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 151434 members 
Entering Unmasked Estep 
Score: -19027080.000000 Penalty: 5927.609375
	Iteration 52Q: 3 clusters Score -1.902708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -19027060.000000 Penalty: 5927.609375
	Iteration 53Q: 3 clusters Score -1.902706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 151473 members 
Entering Unmasked Estep 
Score: -19027052.000000 Penalty: 5927.609375
	Iteration 54Q: 3 clusters Score -1.902705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 151493 members 
Entering Unmasked Estep 
Score: -19027078.000000 Penalty: 5927.609375
	Iteration 55Q: 3 clusters Score -1.902708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -19027064.000000 Penalty: 5927.609375
	Iteration 56Q: 3 clusters Score -1.902706e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -19027052.000000 Penalty: 5927.609375
	Iteration 57Q: 3 clusters Score -1.902705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 151565 members 
Entering Unmasked Estep 
Score: -19027048.000000 Penalty: 5927.609375
	Iteration 58Q: 3 clusters Score -1.902705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -19027070.000000 Penalty: 5927.609375
	Iteration 59Q: 3 clusters Score -1.902707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 151606 members 
Entering Unmasked Estep 
Score: -19027048.000000 Penalty: 5927.609375
	Iteration 60F: 3 clusters Score -1.902705e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 151630 members 
Entering Unmasked Estep 
Score: -19027054.000000 Penalty: 5927.609375
	Iteration 61Q: 3 clusters Score -1.902705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -19027068.000000 Penalty: 5927.609375
	Iteration 62Q: 3 clusters Score -1.902707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -19027058.000000 Penalty: 5927.609375
	Iteration 63Q: 3 clusters Score -1.902706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 151681 members 
Entering Unmasked Estep 
Score: -19027058.000000 Penalty: 5927.609375
	Iteration 64Q: 3 clusters Score -1.902706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 151694 members 
Entering Unmasked Estep 
Score: -19027060.000000 Penalty: 5927.609375
	Iteration 65Q: 3 clusters Score -1.902706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -19027044.000000 Penalty: 5927.609375
	Iteration 66Q: 3 clusters Score -1.902704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -19027048.000000 Penalty: 5927.609375
	Iteration 67Q: 3 clusters Score -1.902705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -19027062.000000 Penalty: 5927.609375
	Iteration 68Q: 3 clusters Score -1.902706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -19027048.000000 Penalty: 5927.609375
	Iteration 69Q: 3 clusters Score -1.902705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -19027058.000000 Penalty: 5927.609375
	Iteration 70Q: 3 clusters Score -1.902706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 151731 members 
Entering Unmasked Estep 
Score: -19027052.000000 Penalty: 5927.609375
	Iteration 71Q: 3 clusters Score -1.902705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 151735 members 
Entering Unmasked Estep 
Score: -19027072.000000 Penalty: 5927.609375
	Iteration 72Q: 3 clusters Score -1.902707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 151740 members 
Entering Unmasked Estep 
Score: -19027074.000000 Penalty: 5927.609375
	Iteration 73Q: 3 clusters Score -1.902707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -19027084.000000 Penalty: 5927.609375
	Iteration 74Q: 3 clusters Score -1.902708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -19027084.000000 Penalty: 5927.609375
	Iteration 75F: 3 clusters Score -1.902708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Entering Unmasked Estep 
Score: -1360781.250000 Penalty: 2312.270020
	Iteration 0F: 2 clusters Score -1360781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1352390.125000 Penalty: 4624.540039
	Iteration 0F: 3 clusters Score -1352390 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1355048.875000 Penalty: 4624.540039
	Iteration 1F: 3 clusters Score -1355049 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1355478.125000 Penalty: 4624.540039
	Iteration 2F: 3 clusters Score -1355478 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1355826.125000 Penalty: 4624.540039
	Iteration 3F: 3 clusters Score -1355826 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1356137.375000 Penalty: 4624.540039
	Iteration 4Q: 3 clusters Score -1356137 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1356403.375000 Penalty: 4624.540039
	Iteration 5Q: 3 clusters Score -1356403 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1356634.625000 Penalty: 4624.540039
	Iteration 6Q: 3 clusters Score -1356635 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1356807.375000 Penalty: 4624.540039
	Iteration 7Q: 3 clusters Score -1356807 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1356956.125000 Penalty: 4624.540039
	Iteration 8Q: 3 clusters Score -1356956 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1357089.125000 Penalty: 4624.540039
	Iteration 9Q: 3 clusters Score -1357089 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1357201.875000 Penalty: 4624.540039
	Iteration 10Q: 3 clusters Score -1357202 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1357300.250000 Penalty: 4624.540039
	Iteration 11Q: 3 clusters Score -1357300 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1357383.375000 Penalty: 4624.540039
	Iteration 12Q: 3 clusters Score -1357383 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1357464.375000 Penalty: 4624.540039
	Iteration 13Q: 3 clusters Score -1357464 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1357554.625000 Penalty: 4624.540039
	Iteration 14Q: 3 clusters Score -1357555 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1357629.625000 Penalty: 4624.540039
	Iteration 15Q: 3 clusters Score -1357630 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1357704.625000 Penalty: 4624.540039
	Iteration 16Q: 3 clusters Score -1357705 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1357787.375000 Penalty: 4624.540039
	Iteration 17Q: 3 clusters Score -1357787 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1357884.125000 Penalty: 4624.540039
	Iteration 18Q: 3 clusters Score -1357884 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1357982.875000 Penalty: 4624.540039
	Iteration 19Q: 3 clusters Score -1357983 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1358102.125000 Penalty: 4624.540039
	Iteration 20F: 3 clusters Score -1358102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1358222.375000 Penalty: 4624.540039
	Iteration 21Q: 3 clusters Score -1358222 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1358349.875000 Penalty: 4624.540039
	Iteration 22Q: 3 clusters Score -1358350 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1358481.250000 Penalty: 4624.540039
	Iteration 23Q: 3 clusters Score -1358481 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1358608.125000 Penalty: 4624.540039
	Iteration 24Q: 3 clusters Score -1358608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1358733.875000 Penalty: 4624.540039
	Iteration 25Q: 3 clusters Score -1358734 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1358820.500000 Penalty: 4624.540039
	Iteration 26Q: 3 clusters Score -1358820 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1358891.125000 Penalty: 4624.540039
	Iteration 27Q: 3 clusters Score -1358891 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1358958.750000 Penalty: 4624.540039
	Iteration 28Q: 3 clusters Score -1358959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1359004.375000 Penalty: 4624.540039
	Iteration 29Q: 3 clusters Score -1359004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1359030.875000 Penalty: 4624.540039
	Iteration 30Q: 3 clusters Score -1359031 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1359061.375000 Penalty: 4624.540039
	Iteration 31Q: 3 clusters Score -1359061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1359085.500000 Penalty: 4624.540039
	Iteration 32Q: 3 clusters Score -1359086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1359121.125000 Penalty: 4624.540039
	Iteration 33Q: 3 clusters Score -1359121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1359162.000000 Penalty: 4624.540039
	Iteration 34Q: 3 clusters Score -1359162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1359208.875000 Penalty: 4624.540039
	Iteration 35Q: 3 clusters Score -1359209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1359244.500000 Penalty: 4624.540039
	Iteration 36Q: 3 clusters Score -1359244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1359266.250000 Penalty: 4624.540039
	Iteration 37Q: 3 clusters Score -1359266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1359282.250000 Penalty: 4624.540039
	Iteration 38Q: 3 clusters Score -1359282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1359292.875000 Penalty: 4624.540039
	Iteration 39Q: 3 clusters Score -1359293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1359321.000000 Penalty: 4624.540039
	Iteration 40F: 3 clusters Score -1359321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1359390.375000 Penalty: 4624.540039
	Iteration 41Q: 3 clusters Score -1359390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1359421.625000 Penalty: 4624.540039
	Iteration 42Q: 3 clusters Score -1359422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1359449.625000 Penalty: 4624.540039
	Iteration 43Q: 3 clusters Score -1359450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1359469.500000 Penalty: 4624.540039
	Iteration 44Q: 3 clusters Score -1359470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1359481.875000 Penalty: 4624.540039
	Iteration 45Q: 3 clusters Score -1359482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1359497.875000 Penalty: 4624.540039
	Iteration 46Q: 3 clusters Score -1359498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1359511.750000 Penalty: 4624.540039
	Iteration 47Q: 3 clusters Score -1359512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1359521.000000 Penalty: 4624.540039
	Iteration 48Q: 3 clusters Score -1359521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1359525.625000 Penalty: 4624.540039
	Iteration 49Q: 3 clusters Score -1359526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1359528.250000 Penalty: 4624.540039
	Iteration 50Q: 3 clusters Score -1359528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1359531.375000 Penalty: 4624.540039
	Iteration 51Q: 3 clusters Score -1359531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1359531.375000 Penalty: 4624.540039
	Iteration 52F: 3 clusters Score -1359531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Entering Unmasked Estep 
Score: -1491053.625000 Penalty: 2349.916504
	Iteration 0F: 2 clusters Score -1491054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1481559.875000 Penalty: 4699.833008
	Iteration 0F: 3 clusters Score -1481560 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1484786.750000 Penalty: 4699.833008
	Iteration 1F: 3 clusters Score -1484787 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1485648.375000 Penalty: 4699.833008
	Iteration 2F: 3 clusters Score -1485648 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1486465.625000 Penalty: 4699.833008
	Iteration 3F: 3 clusters Score -1486466 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1487219.625000 Penalty: 4699.833008
	Iteration 4F: 3 clusters Score -1487220 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1487897.875000 Penalty: 4699.833008
	Iteration 5F: 3 clusters Score -1487898 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1488506.125000 Penalty: 4699.833008
	Iteration 6F: 3 clusters Score -1488506 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1489063.125000 Penalty: 4699.833008
	Iteration 7F: 3 clusters Score -1489063 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1489559.625000 Penalty: 4699.833008
	Iteration 8Q: 3 clusters Score -1489560 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1489999.625000 Penalty: 4699.833008
	Iteration 9Q: 3 clusters Score -1490000 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1490368.500000 Penalty: 4699.833008
	Iteration 10Q: 3 clusters Score -1490368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1490674.250000 Penalty: 4699.833008
	Iteration 11Q: 3 clusters Score -1490674 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1490870.375000 Penalty: 4699.833008
	Iteration 12Q: 3 clusters Score -1490870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1491034.875000 Penalty: 4699.833008
	Iteration 13Q: 3 clusters Score -1491035 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1491203.375000 Penalty: 4699.833008
	Iteration 14Q: 3 clusters Score -1491203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1491321.250000 Penalty: 4699.833008
	Iteration 15Q: 3 clusters Score -1491321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1491398.500000 Penalty: 4699.833008
	Iteration 16Q: 3 clusters Score -1491398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1491451.875000 Penalty: 4699.833008
	Iteration 17Q: 3 clusters Score -1491452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1491478.500000 Penalty: 4699.833008
	Iteration 18Q: 3 clusters Score -1491478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1491492.625000 Penalty: 4699.833008
	Iteration 19Q: 3 clusters Score -1491493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1491493.625000 Penalty: 4699.833008
	Iteration 20F: 3 clusters Score -1491494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1491500.750000 Penalty: 4699.833008
	Iteration 21Q: 3 clusters Score -1491501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1491505.125000 Penalty: 4699.833008
	Iteration 22Q: 3 clusters Score -1491505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1491503.500000 Penalty: 4699.833008
	Iteration 23Q: 3 clusters Score -1491504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1491503.500000 Penalty: 4699.833008
	Iteration 24F: 3 clusters Score -1491504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 196631 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 96730 members 
Mstep: Class 8 contains 12164 members 
Mstep: Class 9 contains 76452 members 
Mstep: Class 10 contains 108811 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 158375 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 129182 members 
Mstep: Class 17 contains 53566 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 170999 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
Score: -194702912.000000 Penalty: 81526.742188
Splitting cluster 20 changes total score from -194706144.000000 to -194702912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (170999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Entering Unmasked Estep 
Score: -21029290.000000 Penalty: 2988.254395
	Iteration 0F: 2 clusters Score -2.102929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -20917568.000000 Penalty: 5976.508789
	Iteration 0F: 3 clusters Score -2.091757e+07 nChanged 82015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -20964646.000000 Penalty: 5976.508789
	Iteration 1F: 3 clusters Score -2.096465e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -20965858.000000 Penalty: 5976.508789
	Iteration 2Q: 3 clusters Score -2.096586e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -20967554.000000 Penalty: 5976.508789
	Iteration 3Q: 3 clusters Score -2.096755e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -20969988.000000 Penalty: 5976.508789
	Iteration 4Q: 3 clusters Score -2.096999e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -20974824.000000 Penalty: 5976.508789
	Iteration 5F: 3 clusters Score -2.097482e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -20982714.000000 Penalty: 5976.508789
	Iteration 6F: 3 clusters Score -2.098271e+07 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126487 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -20994126.000000 Penalty: 5976.508789
	Iteration 7F: 3 clusters Score -2.099413e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -21006224.000000 Penalty: 5976.508789
	Iteration 8F: 3 clusters Score -2.100622e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -21015238.000000 Penalty: 5976.508789
	Iteration 9F: 3 clusters Score -2.101524e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -21020226.000000 Penalty: 5976.508789
	Iteration 10Q: 3 clusters Score -2.102023e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153518 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -21023082.000000 Penalty: 5976.508789
	Iteration 11Q: 3 clusters Score -2.102308e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155396 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -21025024.000000 Penalty: 5976.508789
	Iteration 12Q: 3 clusters Score -2.102502e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -21026234.000000 Penalty: 5976.508789
	Iteration 13Q: 3 clusters Score -2.102623e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -21026894.000000 Penalty: 5976.508789
	Iteration 14Q: 3 clusters Score -2.102689e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159158 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -21027494.000000 Penalty: 5976.508789
	Iteration 15Q: 3 clusters Score -2.102749e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160022 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -21027932.000000 Penalty: 5976.508789
	Iteration 16Q: 3 clusters Score -2.102793e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160777 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -21028326.000000 Penalty: 5976.508789
	Iteration 17Q: 3 clusters Score -2.102833e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -21028480.000000 Penalty: 5976.508789
	Iteration 18Q: 3 clusters Score -2.102848e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -21028610.000000 Penalty: 5976.508789
	Iteration 19Q: 3 clusters Score -2.102861e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162452 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -21028516.000000 Penalty: 5976.508789
	Iteration 20F: 3 clusters Score -2.102852e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -21028566.000000 Penalty: 5976.508789
	Iteration 21Q: 3 clusters Score -2.102857e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163326 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -21028604.000000 Penalty: 5976.508789
	Iteration 22Q: 3 clusters Score -2.10286e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -21028630.000000 Penalty: 5976.508789
	Iteration 23Q: 3 clusters Score -2.102863e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -21028614.000000 Penalty: 5976.508789
	Iteration 24Q: 3 clusters Score -2.102861e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -21028648.000000 Penalty: 5976.508789
	Iteration 25Q: 3 clusters Score -2.102865e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -21028654.000000 Penalty: 5976.508789
	Iteration 26Q: 3 clusters Score -2.102865e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164991 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -21028682.000000 Penalty: 5976.508789
	Iteration 27Q: 3 clusters Score -2.102868e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -21028682.000000 Penalty: 5976.508789
	Iteration 28Q: 3 clusters Score -2.102868e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -21028678.000000 Penalty: 5976.508789
	Iteration 29Q: 3 clusters Score -2.102868e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -21028618.000000 Penalty: 5976.508789
	Iteration 30Q: 3 clusters Score -2.102862e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165870 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -21028618.000000 Penalty: 5976.508789
	Iteration 31Q: 3 clusters Score -2.102862e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166047 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -21028612.000000 Penalty: 5976.508789
	Iteration 32Q: 3 clusters Score -2.102861e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -21028580.000000 Penalty: 5976.508789
	Iteration 33Q: 3 clusters Score -2.102858e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -21028524.000000 Penalty: 5976.508789
	Iteration 34Q: 3 clusters Score -2.102852e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -21028522.000000 Penalty: 5976.508789
	Iteration 35Q: 3 clusters Score -2.102852e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166693 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21028540.000000 Penalty: 5976.508789
	Iteration 36Q: 3 clusters Score -2.102854e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -21028554.000000 Penalty: 5976.508789
	Iteration 37Q: 3 clusters Score -2.102855e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -21028584.000000 Penalty: 5976.508789
	Iteration 38Q: 3 clusters Score -2.102858e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167070 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -21028548.000000 Penalty: 5976.508789
	Iteration 39Q: 3 clusters Score -2.102855e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21028556.000000 Penalty: 5976.508789
	Iteration 40F: 3 clusters Score -2.102856e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21028542.000000 Penalty: 5976.508789
	Iteration 41Q: 3 clusters Score -2.102854e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167334 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21028482.000000 Penalty: 5976.508789
	Iteration 42Q: 3 clusters Score -2.102848e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167397 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21028498.000000 Penalty: 5976.508789
	Iteration 43Q: 3 clusters Score -2.10285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -21028494.000000 Penalty: 5976.508789
	Iteration 44Q: 3 clusters Score -2.102849e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -21028478.000000 Penalty: 5976.508789
	Iteration 45Q: 3 clusters Score -2.102848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167547 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -21028494.000000 Penalty: 5976.508789
	Iteration 46Q: 3 clusters Score -2.102849e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -21028482.000000 Penalty: 5976.508789
	Iteration 47Q: 3 clusters Score -2.102848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167617 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -21028470.000000 Penalty: 5976.508789
	Iteration 48Q: 3 clusters Score -2.102847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -21028468.000000 Penalty: 5976.508789
	Iteration 49Q: 3 clusters Score -2.102847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167684 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -21028506.000000 Penalty: 5976.508789
	Iteration 50Q: 3 clusters Score -2.102851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21028504.000000 Penalty: 5976.508789
	Iteration 51Q: 3 clusters Score -2.10285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167750 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21028454.000000 Penalty: 5976.508789
	Iteration 52Q: 3 clusters Score -2.102845e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -21028452.000000 Penalty: 5976.508789
	Iteration 53Q: 3 clusters Score -2.102845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -21028460.000000 Penalty: 5976.508789
	Iteration 54Q: 3 clusters Score -2.102846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21028412.000000 Penalty: 5976.508789
	Iteration 55Q: 3 clusters Score -2.102841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -21028400.000000 Penalty: 5976.508789
	Iteration 56Q: 3 clusters Score -2.10284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -21028444.000000 Penalty: 5976.508789
	Iteration 57Q: 3 clusters Score -2.102844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -21028436.000000 Penalty: 5976.508789
	Iteration 58Q: 3 clusters Score -2.102844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -21028454.000000 Penalty: 5976.508789
	Iteration 59Q: 3 clusters Score -2.102845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -21028450.000000 Penalty: 5976.508789
	Iteration 60F: 3 clusters Score -2.102845e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167987 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -21028458.000000 Penalty: 5976.508789
	Iteration 61Q: 3 clusters Score -2.102846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -21028430.000000 Penalty: 5976.508789
	Iteration 62Q: 3 clusters Score -2.102843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -21028452.000000 Penalty: 5976.508789
	Iteration 63Q: 3 clusters Score -2.102845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168064 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -21028428.000000 Penalty: 5976.508789
	Iteration 64Q: 3 clusters Score -2.102843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -21028444.000000 Penalty: 5976.508789
	Iteration 65Q: 3 clusters Score -2.102844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168106 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -21028432.000000 Penalty: 5976.508789
	Iteration 66Q: 3 clusters Score -2.102843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21028430.000000 Penalty: 5976.508789
	Iteration 67Q: 3 clusters Score -2.102843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -21028416.000000 Penalty: 5976.508789
	Iteration 68Q: 3 clusters Score -2.102842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168177 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -21028388.000000 Penalty: 5976.508789
	Iteration 69Q: 3 clusters Score -2.102839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -21028382.000000 Penalty: 5976.508789
	Iteration 70Q: 3 clusters Score -2.102838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168224 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21028386.000000 Penalty: 5976.508789
	Iteration 71Q: 3 clusters Score -2.102839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -21028372.000000 Penalty: 5976.508789
	Iteration 72Q: 3 clusters Score -2.102837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21028372.000000 Penalty: 5976.508789
	Iteration 73Q: 3 clusters Score -2.102837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168280 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21028350.000000 Penalty: 5976.508789
	Iteration 74Q: 3 clusters Score -2.102835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21028336.000000 Penalty: 5976.508789
	Iteration 75Q: 3 clusters Score -2.102834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -21028316.000000 Penalty: 5976.508789
	Iteration 76Q: 3 clusters Score -2.102832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -21028338.000000 Penalty: 5976.508789
	Iteration 77Q: 3 clusters Score -2.102834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168370 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -21028350.000000 Penalty: 5976.508789
	Iteration 78Q: 3 clusters Score -2.102835e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21028326.000000 Penalty: 5976.508789
	Iteration 79Q: 3 clusters Score -2.102833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -21028300.000000 Penalty: 5976.508789
	Iteration 80F: 3 clusters Score -2.10283e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21028328.000000 Penalty: 5976.508789
	Iteration 81Q: 3 clusters Score -2.102833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21028326.000000 Penalty: 5976.508789
	Iteration 82Q: 3 clusters Score -2.102833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168499 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -21028368.000000 Penalty: 5976.508789
	Iteration 83Q: 3 clusters Score -2.102837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21028360.000000 Penalty: 5976.508789
	Iteration 84Q: 3 clusters Score -2.102836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21028378.000000 Penalty: 5976.508789
	Iteration 85Q: 3 clusters Score -2.102838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21028388.000000 Penalty: 5976.508789
	Iteration 86Q: 3 clusters Score -2.102839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -21028378.000000 Penalty: 5976.508789
	Iteration 87Q: 3 clusters Score -2.102838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168609 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21028362.000000 Penalty: 5976.508789
	Iteration 88Q: 3 clusters Score -2.102836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -21028342.000000 Penalty: 5976.508789
	Iteration 89Q: 3 clusters Score -2.102834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168656 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21028374.000000 Penalty: 5976.508789
	Iteration 90Q: 3 clusters Score -2.102837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21028398.000000 Penalty: 5976.508789
	Iteration 91Q: 3 clusters Score -2.10284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21028416.000000 Penalty: 5976.508789
	Iteration 92Q: 3 clusters Score -2.102842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21028384.000000 Penalty: 5976.508789
	Iteration 93Q: 3 clusters Score -2.102838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21028418.000000 Penalty: 5976.508789
	Iteration 94Q: 3 clusters Score -2.102842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21028432.000000 Penalty: 5976.508789
	Iteration 95Q: 3 clusters Score -2.102843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21028434.000000 Penalty: 5976.508789
	Iteration 96Q: 3 clusters Score -2.102843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168793 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21028430.000000 Penalty: 5976.508789
	Iteration 97Q: 3 clusters Score -2.102843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168810 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -21028436.000000 Penalty: 5976.508789
	Iteration 98Q: 3 clusters Score -2.102844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21028440.000000 Penalty: 5976.508789
	Iteration 99Q: 3 clusters Score -2.102844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21028448.000000 Penalty: 5976.508789
	Iteration 100F: 3 clusters Score -2.102845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -21028438.000000 Penalty: 5976.508789
	Iteration 101Q: 3 clusters Score -2.102844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168863 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -21028434.000000 Penalty: 5976.508789
	Iteration 102Q: 3 clusters Score -2.102843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168874 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21028446.000000 Penalty: 5976.508789
	Iteration 103Q: 3 clusters Score -2.102845e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168887 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -21028436.000000 Penalty: 5976.508789
	Iteration 104Q: 3 clusters Score -2.102844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -21028446.000000 Penalty: 5976.508789
	Iteration 105Q: 3 clusters Score -2.102845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -21028422.000000 Penalty: 5976.508789
	Iteration 106Q: 3 clusters Score -2.102842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21028418.000000 Penalty: 5976.508789
	Iteration 107Q: 3 clusters Score -2.102842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168917 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -21028414.000000 Penalty: 5976.508789
	Iteration 108Q: 3 clusters Score -2.102841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168926 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -21028388.000000 Penalty: 5976.508789
	Iteration 109Q: 3 clusters Score -2.102839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -21028388.000000 Penalty: 5976.508789
	Iteration 110Q: 3 clusters Score -2.102839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168945 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -21028366.000000 Penalty: 5976.508789
	Iteration 111Q: 3 clusters Score -2.102837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21028366.000000 Penalty: 5976.508789
	Iteration 112Q: 3 clusters Score -2.102837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168949 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21028352.000000 Penalty: 5976.508789
	Iteration 113Q: 3 clusters Score -2.102835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -21028358.000000 Penalty: 5976.508789
	Iteration 114Q: 3 clusters Score -2.102836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21028366.000000 Penalty: 5976.508789
	Iteration 115Q: 3 clusters Score -2.102837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168957 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21028370.000000 Penalty: 5976.508789
	Iteration 116Q: 3 clusters Score -2.102837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21028358.000000 Penalty: 5976.508789
	Iteration 117Q: 3 clusters Score -2.102836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21028336.000000 Penalty: 5976.508789
	Iteration 118Q: 3 clusters Score -2.102834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21028334.000000 Penalty: 5976.508789
	Iteration 119Q: 3 clusters Score -2.102833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168964 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -21028352.000000 Penalty: 5976.508789
	Iteration 120F: 3 clusters Score -2.102835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168968 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -21028342.000000 Penalty: 5976.508789
	Iteration 121Q: 3 clusters Score -2.102834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21028352.000000 Penalty: 5976.508789
	Iteration 122Q: 3 clusters Score -2.102835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -21028350.000000 Penalty: 5976.508789
	Iteration 123Q: 3 clusters Score -2.102835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21028352.000000 Penalty: 5976.508789
	Iteration 124Q: 3 clusters Score -2.102835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21028352.000000 Penalty: 5976.508789
	Iteration 125Q: 3 clusters Score -2.102835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21028346.000000 Penalty: 5976.508789
	Iteration 126Q: 3 clusters Score -2.102835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168978 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -21028346.000000 Penalty: 5976.508789
	Iteration 127Q: 3 clusters Score -2.102835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21028342.000000 Penalty: 5976.508789
	Iteration 128Q: 3 clusters Score -2.102834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21028348.000000 Penalty: 5976.508789
	Iteration 129Q: 3 clusters Score -2.102835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21028340.000000 Penalty: 5976.508789
	Iteration 130Q: 3 clusters Score -2.102834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21028352.000000 Penalty: 5976.508789
	Iteration 131Q: 3 clusters Score -2.102835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168984 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -21028336.000000 Penalty: 5976.508789
	Iteration 132Q: 3 clusters Score -2.102834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21028346.000000 Penalty: 5976.508789
	Iteration 133Q: 3 clusters Score -2.102835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21028342.000000 Penalty: 5976.508789
	Iteration 134Q: 3 clusters Score -2.102834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21028334.000000 Penalty: 5976.508789
	Iteration 135Q: 3 clusters Score -2.102833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21028338.000000 Penalty: 5976.508789
	Iteration 136Q: 3 clusters Score -2.102834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21028350.000000 Penalty: 5976.508789
	Iteration 137Q: 3 clusters Score -2.102835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21028356.000000 Penalty: 5976.508789
	Iteration 138Q: 3 clusters Score -2.102836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21028356.000000 Penalty: 5976.508789
	Iteration 139Q: 3 clusters Score -2.102836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168982 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21028360.000000 Penalty: 5976.508789
	Iteration 140F: 3 clusters Score -2.102836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21028356.000000 Penalty: 5976.508789
	Iteration 141Q: 3 clusters Score -2.102836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -21028354.000000 Penalty: 5976.508789
	Iteration 142Q: 3 clusters Score -2.102835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21028356.000000 Penalty: 5976.508789
	Iteration 143Q: 3 clusters Score -2.102836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21028358.000000 Penalty: 5976.508789
	Iteration 144Q: 3 clusters Score -2.102836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -21028358.000000 Penalty: 5976.508789
	Iteration 145F: 3 clusters Score -2.102836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -348404.218750 Penalty: 1980.484497
	Iteration 0F: 2 clusters Score -348404.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -345211.937500 Penalty: 3960.968994
	Iteration 0F: 3 clusters Score -345211.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -345906.031250 Penalty: 3960.968994
	Iteration 1F: 3 clusters Score -345906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -346229.281250 Penalty: 3960.968994
	Iteration 2F: 3 clusters Score -346229.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -346694.187500 Penalty: 3960.968994
	Iteration 3F: 3 clusters Score -346694.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -347539.531250 Penalty: 3960.968994
	Iteration 4F: 3 clusters Score -347539.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -348460.500000 Penalty: 3960.968994
	Iteration 5F: 3 clusters Score -348460.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -348854.593750 Penalty: 3960.968994
	Iteration 6F: 3 clusters Score -348854.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -348930.656250 Penalty: 3960.968994
	Iteration 7Q: 3 clusters Score -348930.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -348946.250000 Penalty: 3960.968994
	Iteration 8Q: 3 clusters Score -348946.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -348956.843750 Penalty: 3960.968994
	Iteration 9Q: 3 clusters Score -348956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -348961.906250 Penalty: 3960.968994
	Iteration 10Q: 3 clusters Score -348961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -348964.312500 Penalty: 3960.968994
	Iteration 11Q: 3 clusters Score -348964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -348965.906250 Penalty: 3960.968994
	Iteration 12Q: 3 clusters Score -348965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -348965.375000 Penalty: 3960.968994
	Iteration 13Q: 3 clusters Score -348965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -348965.375000 Penalty: 3960.968994
	Iteration 14F: 3 clusters Score -348965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 196631 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 96730 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 76452 members 
Mstep: Class 10 contains 108811 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 158375 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 129182 members 
Mstep: Class 17 contains 53566 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 170999 members 
Mstep: Class 22 contains 1597 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
Score: -194703040.000000 Penalty: 81526.742188
Splitting cluster 22 changes total score from -194706144.000000 to -194703040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -149496.656250 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -149496.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -147325.828125 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -147325.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -148015.046875 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -148015 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -148749.250000 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -148749.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -149279.937500 Penalty: 3578.394043
	Iteration 3F: 3 clusters Score -149279.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -149446.734375 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -149446.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -149538.656250 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -149538.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -149587.546875 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -149587.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -149636.875000 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -149636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -149686.875000 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -149686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -149717.218750 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -149717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -149718.562500 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -149718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -149718.562500 Penalty: 3578.394043
	Iteration 11F: 3 clusters Score -149718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 196631 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 96730 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 76452 members 
Mstep: Class 10 contains 108811 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 158375 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 129182 members 
Mstep: Class 17 contains 53566 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 170999 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1076 members 
Entering Unmasked Estep 
Score: -194702656.000000 Penalty: 81526.742188
Splitting cluster 23 changes total score from -194706144.000000 to -194702656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 196631 members 
Mstep: Class 4 contains 151323 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14082 members 
Mstep: Class 7 contains 96730 members 
Mstep: Class 9 contains 76452 members 
Mstep: Class 10 contains 108811 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 158375 members 
Mstep: Class 15 contains 166384 members 
Mstep: Class 16 contains 129182 members 
Mstep: Class 17 contains 53566 members 
Mstep: Class 18 contains 154945 members 
Mstep: Class 19 contains 11200 members 
Mstep: Class 20 contains 13036 members 
Mstep: Class 21 contains 170999 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Score: -194706304.000000 Penalty: 77982.101562
Iteration 79Q: 23 clusters Score -1.947063e+08 nChanged 20607
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 198555 members 
Mstep: Class 4 contains 150929 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14139 members 
Mstep: Class 7 contains 96396 members 
Mstep: Class 9 contains 76565 members 
Mstep: Class 10 contains 107867 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 4838 members 
Mstep: Class 13 contains 4556 members 
Mstep: Class 14 contains 161543 members 
Mstep: Class 15 contains 167376 members 
Mstep: Class 16 contains 124918 members 
Mstep: Class 17 contains 53567 members 
Mstep: Class 18 contains 155012 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 170577 members 
Mstep: Class 22 contains 2928 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 23 clusters Score -1.947082e+08 nChanged 21872
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 201602 members 
Mstep: Class 4 contains 150207 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14194 members 
Mstep: Class 7 contains 96020 members 
Mstep: Class 9 contains 76619 members 
Mstep: Class 10 contains 107046 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 164751 members 
Mstep: Class 15 contains 168371 members 
Mstep: Class 16 contains 120099 members 
Mstep: Class 17 contains 53522 members 
Mstep: Class 18 contains 154990 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 13231 members 
Mstep: Class 21 contains 169971 members 
Mstep: Class 22 contains 2927 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 81Q: 23 clusters Score -1.947081e+08 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 6249 members 
Mstep: Class 3 contains 203996 members 
Mstep: Class 4 contains 149552 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14271 members 
Mstep: Class 7 contains 95678 members 
Mstep: Class 9 contains 76669 members 
Mstep: Class 10 contains 106346 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4764 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 167944 members 
Mstep: Class 15 contains 169486 members 
Mstep: Class 16 contains 115182 members 
Mstep: Class 17 contains 53518 members 
Mstep: Class 18 contains 155089 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 13339 members 
Mstep: Class 21 contains 169533 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 82Q: 23 clusters Score -1.947102e+08 nChanged 22463
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85185 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 205943 members 
Mstep: Class 4 contains 149023 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14375 members 
Mstep: Class 7 contains 95411 members 
Mstep: Class 9 contains 76676 members 
Mstep: Class 10 contains 105803 members 
Mstep: Class 11 contains 3555 members 
Mstep: Class 12 contains 4721 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 170891 members 
Mstep: Class 15 contains 170658 members 
Mstep: Class 16 contains 110385 members 
Mstep: Class 17 contains 53536 members 
Mstep: Class 18 contains 155320 members 
Mstep: Class 19 contains 11216 members 
Mstep: Class 20 contains 13474 members 
Mstep: Class 21 contains 169033 members 
Mstep: Class 22 contains 2928 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -1.947111e+08 nChanged 21933
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 207427 members 
Mstep: Class 4 contains 148690 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14465 members 
Mstep: Class 7 contains 95204 members 
Mstep: Class 9 contains 76777 members 
Mstep: Class 10 contains 105415 members 
Mstep: Class 11 contains 3557 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 173428 members 
Mstep: Class 15 contains 171905 members 
Mstep: Class 16 contains 105609 members 
Mstep: Class 17 contains 53640 members 
Mstep: Class 18 contains 155670 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 13609 members 
Mstep: Class 21 contains 168577 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -1.947115e+08 nChanged 20922
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 208432 members 
Mstep: Class 4 contains 148471 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14577 members 
Mstep: Class 7 contains 95070 members 
Mstep: Class 9 contains 76905 members 
Mstep: Class 10 contains 105092 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 4652 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 175562 members 
Mstep: Class 15 contains 173022 members 
Mstep: Class 16 contains 101222 members 
Mstep: Class 17 contains 53746 members 
Mstep: Class 18 contains 156132 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 13712 members 
Mstep: Class 21 contains 168294 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 85Q: 23 clusters Score -1.947125e+08 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 209178 members 
Mstep: Class 4 contains 148268 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14718 members 
Mstep: Class 7 contains 95057 members 
Mstep: Class 9 contains 77036 members 
Mstep: Class 10 contains 104856 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 4619 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 177137 members 
Mstep: Class 15 contains 174110 members 
Mstep: Class 16 contains 97036 members 
Mstep: Class 17 contains 53902 members 
Mstep: Class 18 contains 156717 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 13799 members 
Mstep: Class 21 contains 168218 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 86Q: 23 clusters Score -1.947135e+08 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 6242 members 
Mstep: Class 3 contains 209650 members 
Mstep: Class 4 contains 148321 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 14867 members 
Mstep: Class 7 contains 95125 members 
Mstep: Class 9 contains 77152 members 
Mstep: Class 10 contains 104693 members 
Mstep: Class 11 contains 3548 members 
Mstep: Class 12 contains 4584 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 178148 members 
Mstep: Class 15 contains 175283 members 
Mstep: Class 16 contains 93011 members 
Mstep: Class 17 contains 54082 members 
Mstep: Class 18 contains 157357 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 168282 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -1.947145e+08 nChanged 17486
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 209712 members 
Mstep: Class 4 contains 148574 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 15003 members 
Mstep: Class 7 contains 95266 members 
Mstep: Class 9 contains 77281 members 
Mstep: Class 10 contains 104597 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 4526 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 178675 members 
Mstep: Class 15 contains 176457 members 
Mstep: Class 16 contains 89300 members 
Mstep: Class 17 contains 54291 members 
Mstep: Class 18 contains 158060 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 13932 members 
Mstep: Class 21 contains 168500 members 
Mstep: Class 22 contains 2834 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -1.947145e+08 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86497 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 209632 members 
Mstep: Class 4 contains 148971 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15139 members 
Mstep: Class 7 contains 95394 members 
Mstep: Class 9 contains 77413 members 
Mstep: Class 10 contains 104570 members 
Mstep: Class 11 contains 3551 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 178754 members 
Mstep: Class 15 contains 177527 members 
Mstep: Class 16 contains 85885 members 
Mstep: Class 17 contains 54506 members 
Mstep: Class 18 contains 158858 members 
Mstep: Class 19 contains 11347 members 
Mstep: Class 20 contains 14019 members 
Mstep: Class 21 contains 168694 members 
Mstep: Class 22 contains 2814 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -1.94716e+08 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 209351 members 
Mstep: Class 4 contains 149484 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15250 members 
Mstep: Class 7 contains 95536 members 
Mstep: Class 9 contains 77560 members 
Mstep: Class 10 contains 104576 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 4456 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 178478 members 
Mstep: Class 15 contains 178634 members 
Mstep: Class 16 contains 82684 members 
Mstep: Class 17 contains 54704 members 
Mstep: Class 18 contains 159779 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 14059 members 
Mstep: Class 21 contains 168957 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -1.94717e+08 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 208975 members 
Mstep: Class 4 contains 150094 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 15337 members 
Mstep: Class 7 contains 95749 members 
Mstep: Class 9 contains 77757 members 
Mstep: Class 10 contains 104623 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4413 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 14 contains 177824 members 
Mstep: Class 15 contains 179718 members 
Mstep: Class 16 contains 79714 members 
Mstep: Class 17 contains 54870 members 
Mstep: Class 18 contains 160682 members 
Mstep: Class 19 contains 11407 members 
Mstep: Class 20 contains 14125 members 
Mstep: Class 21 contains 169274 members 
Mstep: Class 22 contains 2776 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 91Q: 23 clusters Score -1.947181e+08 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 6258 members 
Mstep: Class 3 contains 208529 members 
Mstep: Class 4 contains 150789 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15430 members 
Mstep: Class 7 contains 95959 members 
Mstep: Class 9 contains 77937 members 
Mstep: Class 10 contains 104678 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 4365 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 176970 members 
Mstep: Class 15 contains 180828 members 
Mstep: Class 16 contains 76965 members 
Mstep: Class 17 contains 55054 members 
Mstep: Class 18 contains 161588 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 14189 members 
Mstep: Class 21 contains 169526 members 
Mstep: Class 22 contains 2771 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -1.947189e+08 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 6253 members 
Mstep: Class 3 contains 208143 members 
Mstep: Class 4 contains 151514 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15530 members 
Mstep: Class 7 contains 96155 members 
Mstep: Class 9 contains 78127 members 
Mstep: Class 10 contains 104733 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 175910 members 
Mstep: Class 15 contains 181884 members 
Mstep: Class 16 contains 74438 members 
Mstep: Class 17 contains 55250 members 
Mstep: Class 18 contains 162527 members 
Mstep: Class 19 contains 11466 members 
Mstep: Class 20 contains 14239 members 
Mstep: Class 21 contains 169744 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.947199e+08 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 207731 members 
Mstep: Class 4 contains 152278 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15611 members 
Mstep: Class 7 contains 96352 members 
Mstep: Class 9 contains 78305 members 
Mstep: Class 10 contains 104785 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 4263 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 174814 members 
Mstep: Class 15 contains 182987 members 
Mstep: Class 16 contains 72023 members 
Mstep: Class 17 contains 55439 members 
Mstep: Class 18 contains 163361 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 14306 members 
Mstep: Class 21 contains 169957 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.947192e+08 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 207268 members 
Mstep: Class 4 contains 153094 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15689 members 
Mstep: Class 7 contains 96547 members 
Mstep: Class 9 contains 78494 members 
Mstep: Class 10 contains 104853 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 4775 members 
Mstep: Class 14 contains 173587 members 
Mstep: Class 15 contains 184101 members 
Mstep: Class 16 contains 69763 members 
Mstep: Class 17 contains 55626 members 
Mstep: Class 18 contains 164203 members 
Mstep: Class 19 contains 11504 members 
Mstep: Class 20 contains 14365 members 
Mstep: Class 21 contains 170117 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.947192e+08 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 6256 members 
Mstep: Class 3 contains 206805 members 
Mstep: Class 4 contains 153972 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15741 members 
Mstep: Class 7 contains 96759 members 
Mstep: Class 9 contains 78705 members 
Mstep: Class 10 contains 104954 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 4786 members 
Mstep: Class 14 contains 172356 members 
Mstep: Class 15 contains 185164 members 
Mstep: Class 16 contains 67650 members 
Mstep: Class 17 contains 55812 members 
Mstep: Class 18 contains 164952 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 14421 members 
Mstep: Class 21 contains 170181 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.947202e+08 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 6258 members 
Mstep: Class 3 contains 206461 members 
Mstep: Class 4 contains 154933 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15748 members 
Mstep: Class 7 contains 96905 members 
Mstep: Class 9 contains 78935 members 
Mstep: Class 10 contains 105042 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 4797 members 
Mstep: Class 14 contains 171165 members 
Mstep: Class 15 contains 186186 members 
Mstep: Class 16 contains 65694 members 
Mstep: Class 17 contains 55952 members 
Mstep: Class 18 contains 165600 members 
Mstep: Class 19 contains 11530 members 
Mstep: Class 20 contains 14508 members 
Mstep: Class 21 contains 170107 members 
Mstep: Class 22 contains 2721 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.947212e+08 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 206104 members 
Mstep: Class 4 contains 155931 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15756 members 
Mstep: Class 7 contains 97082 members 
Mstep: Class 9 contains 79146 members 
Mstep: Class 10 contains 105149 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 170077 members 
Mstep: Class 15 contains 187143 members 
Mstep: Class 16 contains 63911 members 
Mstep: Class 17 contains 56067 members 
Mstep: Class 18 contains 166049 members 
Mstep: Class 19 contains 11546 members 
Mstep: Class 20 contains 14598 members 
Mstep: Class 21 contains 169995 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.947215e+08 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 205706 members 
Mstep: Class 4 contains 156950 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15766 members 
Mstep: Class 7 contains 97258 members 
Mstep: Class 9 contains 79372 members 
Mstep: Class 10 contains 105264 members 
Mstep: Class 11 contains 3577 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 4829 members 
Mstep: Class 14 contains 169012 members 
Mstep: Class 15 contains 188015 members 
Mstep: Class 16 contains 62277 members 
Mstep: Class 17 contains 56173 members 
Mstep: Class 18 contains 166447 members 
Mstep: Class 19 contains 11560 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 169921 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.947219e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 6263 members 
Mstep: Class 3 contains 205411 members 
Mstep: Class 4 contains 157899 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15789 members 
Mstep: Class 7 contains 97442 members 
Mstep: Class 9 contains 79601 members 
Mstep: Class 10 contains 105379 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 4849 members 
Mstep: Class 14 contains 167941 members 
Mstep: Class 15 contains 188835 members 
Mstep: Class 16 contains 60720 members 
Mstep: Class 17 contains 56266 members 
Mstep: Class 18 contains 166764 members 
Mstep: Class 19 contains 11580 members 
Mstep: Class 20 contains 14733 members 
Mstep: Class 21 contains 169831 members 
Mstep: Class 22 contains 2696 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -1.947231e+08 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 205412 members 
Mstep: Class 4 contains 158813 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15797 members 
Mstep: Class 7 contains 97598 members 
Mstep: Class 9 contains 79843 members 
Mstep: Class 10 contains 105509 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 4869 members 
Mstep: Class 14 contains 166963 members 
Mstep: Class 15 contains 189629 members 
Mstep: Class 16 contains 59109 members 
Mstep: Class 17 contains 56342 members 
Mstep: Class 18 contains 167041 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 14782 members 
Mstep: Class 21 contains 169583 members 
Mstep: Class 22 contains 2693 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.947233e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 205513 members 
Mstep: Class 4 contains 159651 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15808 members 
Mstep: Class 7 contains 97734 members 
Mstep: Class 9 contains 80062 members 
Mstep: Class 10 contains 105634 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 4247 members 
Mstep: Class 13 contains 4891 members 
Mstep: Class 14 contains 166026 members 
Mstep: Class 15 contains 190325 members 
Mstep: Class 16 contains 57639 members 
Mstep: Class 17 contains 56384 members 
Mstep: Class 18 contains 167248 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 14838 members 
Mstep: Class 21 contains 169369 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.947243e+08 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 205575 members 
Mstep: Class 4 contains 160432 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15811 members 
Mstep: Class 7 contains 97850 members 
Mstep: Class 9 contains 80260 members 
Mstep: Class 10 contains 105760 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 165129 members 
Mstep: Class 15 contains 191056 members 
Mstep: Class 16 contains 56302 members 
Mstep: Class 17 contains 56416 members 
Mstep: Class 18 contains 167393 members 
Mstep: Class 19 contains 11594 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 169215 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.947248e+08 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 205697 members 
Mstep: Class 4 contains 161091 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 15810 members 
Mstep: Class 7 contains 97997 members 
Mstep: Class 9 contains 80463 members 
Mstep: Class 10 contains 105830 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 4922 members 
Mstep: Class 14 contains 164276 members 
Mstep: Class 15 contains 191772 members 
Mstep: Class 16 contains 55010 members 
Mstep: Class 17 contains 56471 members 
Mstep: Class 18 contains 167512 members 
Mstep: Class 19 contains 11594 members 
Mstep: Class 20 contains 14990 members 
Mstep: Class 21 contains 169082 members 
Mstep: Class 22 contains 2679 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725440.000000 Penalty: 77982.101562
Iteration 104Q: 23 clusters Score -1.947254e+08 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 6269 members 
Mstep: Class 3 contains 205850 members 
Mstep: Class 4 contains 161725 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15824 members 
Mstep: Class 7 contains 98101 members 
Mstep: Class 9 contains 80693 members 
Mstep: Class 10 contains 105915 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 4939 members 
Mstep: Class 14 contains 163538 members 
Mstep: Class 15 contains 192375 members 
Mstep: Class 16 contains 53767 members 
Mstep: Class 17 contains 56529 members 
Mstep: Class 18 contains 167566 members 
Mstep: Class 19 contains 11578 members 
Mstep: Class 20 contains 15040 members 
Mstep: Class 21 contains 168997 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725952.000000 Penalty: 77982.101562
Iteration 105Q: 23 clusters Score -1.94726e+08 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 205975 members 
Mstep: Class 4 contains 162327 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15843 members 
Mstep: Class 7 contains 98221 members 
Mstep: Class 9 contains 80914 members 
Mstep: Class 10 contains 105990 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 13 contains 4964 members 
Mstep: Class 14 contains 162808 members 
Mstep: Class 15 contains 192928 members 
Mstep: Class 16 contains 52561 members 
Mstep: Class 17 contains 56582 members 
Mstep: Class 18 contains 167583 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 15090 members 
Mstep: Class 21 contains 168990 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727104.000000 Penalty: 77982.101562
Iteration 106Q: 23 clusters Score -1.947271e+08 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 206228 members 
Mstep: Class 4 contains 162820 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15879 members 
Mstep: Class 7 contains 98336 members 
Mstep: Class 9 contains 81091 members 
Mstep: Class 10 contains 106046 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 162183 members 
Mstep: Class 15 contains 193545 members 
Mstep: Class 16 contains 51305 members 
Mstep: Class 17 contains 56660 members 
Mstep: Class 18 contains 167518 members 
Mstep: Class 19 contains 11556 members 
Mstep: Class 20 contains 15140 members 
Mstep: Class 21 contains 168969 members 
Mstep: Class 22 contains 2681 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727440.000000 Penalty: 77982.101562
Iteration 107Q: 23 clusters Score -1.947274e+08 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 206571 members 
Mstep: Class 4 contains 163222 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15875 members 
Mstep: Class 7 contains 98466 members 
Mstep: Class 9 contains 81331 members 
Mstep: Class 10 contains 106134 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 4334 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 161547 members 
Mstep: Class 15 contains 194122 members 
Mstep: Class 16 contains 50012 members 
Mstep: Class 17 contains 56732 members 
Mstep: Class 18 contains 167455 members 
Mstep: Class 19 contains 11540 members 
Mstep: Class 20 contains 15180 members 
Mstep: Class 21 contains 168950 members 
Mstep: Class 22 contains 2678 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728624.000000 Penalty: 77982.101562
Iteration 108Q: 23 clusters Score -1.947286e+08 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 206999 members 
Mstep: Class 4 contains 163537 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15867 members 
Mstep: Class 7 contains 98578 members 
Mstep: Class 9 contains 81571 members 
Mstep: Class 10 contains 106151 members 
Mstep: Class 11 contains 3565 members 
Mstep: Class 12 contains 4335 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 161010 members 
Mstep: Class 15 contains 194714 members 
Mstep: Class 16 contains 48743 members 
Mstep: Class 17 contains 56792 members 
Mstep: Class 18 contains 167348 members 
Mstep: Class 19 contains 11524 members 
Mstep: Class 20 contains 15207 members 
Mstep: Class 21 contains 168952 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729664.000000 Penalty: 77982.101562
Iteration 109Q: 23 clusters Score -1.947297e+08 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 6273 members 
Mstep: Class 3 contains 207442 members 
Mstep: Class 4 contains 163855 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15904 members 
Mstep: Class 7 contains 98658 members 
Mstep: Class 9 contains 81788 members 
Mstep: Class 10 contains 106173 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 5062 members 
Mstep: Class 14 contains 160469 members 
Mstep: Class 15 contains 195233 members 
Mstep: Class 16 contains 47560 members 
Mstep: Class 17 contains 56847 members 
Mstep: Class 18 contains 167284 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 15219 members 
Mstep: Class 21 contains 168903 members 
Mstep: Class 22 contains 2679 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730384.000000 Penalty: 77982.101562
Iteration 110Q: 23 clusters Score -1.947304e+08 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 6272 members 
Mstep: Class 3 contains 208008 members 
Mstep: Class 4 contains 164129 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15939 members 
Mstep: Class 7 contains 98740 members 
Mstep: Class 9 contains 82015 members 
Mstep: Class 10 contains 106175 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 159961 members 
Mstep: Class 15 contains 195650 members 
Mstep: Class 16 contains 46400 members 
Mstep: Class 17 contains 56890 members 
Mstep: Class 18 contains 167198 members 
Mstep: Class 19 contains 11510 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 168812 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730752.000000 Penalty: 77982.101562
Iteration 111Q: 23 clusters Score -1.947308e+08 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 6269 members 
Mstep: Class 3 contains 208628 members 
Mstep: Class 4 contains 164312 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 15960 members 
Mstep: Class 7 contains 98820 members 
Mstep: Class 9 contains 82230 members 
Mstep: Class 10 contains 106189 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 4387 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 159556 members 
Mstep: Class 15 contains 196044 members 
Mstep: Class 16 contains 45261 members 
Mstep: Class 17 contains 56908 members 
Mstep: Class 18 contains 167110 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 15253 members 
Mstep: Class 21 contains 168737 members 
Mstep: Class 22 contains 2681 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731456.000000 Penalty: 77982.101562
Iteration 112Q: 23 clusters Score -1.947315e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 209305 members 
Mstep: Class 4 contains 164410 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 15998 members 
Mstep: Class 7 contains 98918 members 
Mstep: Class 9 contains 82420 members 
Mstep: Class 10 contains 106221 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 159238 members 
Mstep: Class 15 contains 196403 members 
Mstep: Class 16 contains 44193 members 
Mstep: Class 17 contains 56931 members 
Mstep: Class 18 contains 166974 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 15270 members 
Mstep: Class 21 contains 168649 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732448.000000 Penalty: 77982.101562
Iteration 113Q: 23 clusters Score -1.947324e+08 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 210044 members 
Mstep: Class 4 contains 164492 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 99021 members 
Mstep: Class 9 contains 82642 members 
Mstep: Class 10 contains 106219 members 
Mstep: Class 11 contains 3568 members 
Mstep: Class 12 contains 4393 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 159002 members 
Mstep: Class 15 contains 196612 members 
Mstep: Class 16 contains 43164 members 
Mstep: Class 17 contains 56967 members 
Mstep: Class 18 contains 166815 members 
Mstep: Class 19 contains 11503 members 
Mstep: Class 20 contains 15260 members 
Mstep: Class 21 contains 168566 members 
Mstep: Class 22 contains 2674 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732576.000000 Penalty: 77982.101562
Iteration 114Q: 23 clusters Score -1.947326e+08 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 6267 members 
Mstep: Class 3 contains 210765 members 
Mstep: Class 4 contains 164553 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 16095 members 
Mstep: Class 7 contains 99085 members 
Mstep: Class 9 contains 82846 members 
Mstep: Class 10 contains 106210 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 158836 members 
Mstep: Class 15 contains 196812 members 
Mstep: Class 16 contains 42167 members 
Mstep: Class 17 contains 56998 members 
Mstep: Class 18 contains 166624 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 15238 members 
Mstep: Class 21 contains 168539 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732736.000000 Penalty: 77982.101562
Iteration 115Q: 23 clusters Score -1.947327e+08 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 211411 members 
Mstep: Class 4 contains 164490 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 16148 members 
Mstep: Class 7 contains 99157 members 
Mstep: Class 9 contains 83061 members 
Mstep: Class 10 contains 106205 members 
Mstep: Class 11 contains 3565 members 
Mstep: Class 12 contains 4402 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 158733 members 
Mstep: Class 15 contains 196957 members 
Mstep: Class 16 contains 41261 members 
Mstep: Class 17 contains 57025 members 
Mstep: Class 18 contains 166471 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 15209 members 
Mstep: Class 21 contains 168563 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733872.000000 Penalty: 77982.101562
Iteration 116Q: 23 clusters Score -1.947339e+08 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 212118 members 
Mstep: Class 4 contains 164431 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 16194 members 
Mstep: Class 7 contains 99226 members 
Mstep: Class 9 contains 83250 members 
Mstep: Class 10 contains 106189 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 5193 members 
Mstep: Class 14 contains 158644 members 
Mstep: Class 15 contains 197148 members 
Mstep: Class 16 contains 40336 members 
Mstep: Class 17 contains 57052 members 
Mstep: Class 18 contains 166336 members 
Mstep: Class 19 contains 11475 members 
Mstep: Class 20 contains 15163 members 
Mstep: Class 21 contains 168560 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734160.000000 Penalty: 77982.101562
Iteration 117Q: 23 clusters Score -1.947342e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 212824 members 
Mstep: Class 4 contains 164421 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 16278 members 
Mstep: Class 7 contains 99287 members 
Mstep: Class 9 contains 83463 members 
Mstep: Class 10 contains 106152 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4402 members 
Mstep: Class 13 contains 5207 members 
Mstep: Class 14 contains 158535 members 
Mstep: Class 15 contains 197306 members 
Mstep: Class 16 contains 39418 members 
Mstep: Class 17 contains 57061 members 
Mstep: Class 18 contains 166221 members 
Mstep: Class 19 contains 11469 members 
Mstep: Class 20 contains 15126 members 
Mstep: Class 21 contains 168500 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734272.000000 Penalty: 77982.101562
Iteration 118Q: 23 clusters Score -1.947343e+08 nChanged 5082
Entering ConstructFrom: 
Score: -194734272.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (90857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90857 members 
Entering Unmasked Estep 
Score: -11275526.000000 Penalty: 2831.426270
	Iteration 0F: 2 clusters Score -1.127553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -11214952.000000 Penalty: 5662.852539
	Iteration 0F: 3 clusters Score -1.121495e+07 nChanged 42745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -11238982.000000 Penalty: 5662.852539
	Iteration 1F: 3 clusters Score -1.123898e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -11239602.000000 Penalty: 5662.852539
	Iteration 2Q: 3 clusters Score -1.12396e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -11240546.000000 Penalty: 5662.852539
	Iteration 3Q: 3 clusters Score -1.124055e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -11241529.000000 Penalty: 5662.852539
	Iteration 4Q: 3 clusters Score -1.124153e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -11242798.000000 Penalty: 5662.852539
	Iteration 5Q: 3 clusters Score -1.12428e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -11244308.000000 Penalty: 5662.852539
	Iteration 6Q: 3 clusters Score -1.124431e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -11245988.000000 Penalty: 5662.852539
	Iteration 7Q: 3 clusters Score -1.124599e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -11247813.000000 Penalty: 5662.852539
	Iteration 8Q: 3 clusters Score -1.124781e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -11249963.000000 Penalty: 5662.852539
	Iteration 9F: 3 clusters Score -1.124996e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -11252632.000000 Penalty: 5662.852539
	Iteration 10F: 3 clusters Score -1.125263e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -11255682.000000 Penalty: 5662.852539
	Iteration 11F: 3 clusters Score -1.125568e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -11258890.000000 Penalty: 5662.852539
	Iteration 12F: 3 clusters Score -1.125889e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -11261370.000000 Penalty: 5662.852539
	Iteration 13Q: 3 clusters Score -1.126137e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -11262927.000000 Penalty: 5662.852539
	Iteration 14Q: 3 clusters Score -1.126293e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -11263934.000000 Penalty: 5662.852539
	Iteration 15Q: 3 clusters Score -1.126393e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -11264621.000000 Penalty: 5662.852539
	Iteration 16Q: 3 clusters Score -1.126462e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -11265335.000000 Penalty: 5662.852539
	Iteration 17Q: 3 clusters Score -1.126534e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -11265893.000000 Penalty: 5662.852539
	Iteration 18Q: 3 clusters Score -1.126589e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -11266591.000000 Penalty: 5662.852539
	Iteration 19Q: 3 clusters Score -1.126659e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 68198 members 
Entering Unmasked Estep 
Score: -11267112.000000 Penalty: 5662.852539
	Iteration 20F: 3 clusters Score -1.126711e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -11267697.000000 Penalty: 5662.852539
	Iteration 21Q: 3 clusters Score -1.12677e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 71031 members 
Entering Unmasked Estep 
Score: -11268265.000000 Penalty: 5662.852539
	Iteration 22Q: 3 clusters Score -1.126826e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -11268820.000000 Penalty: 5662.852539
	Iteration 23Q: 3 clusters Score -1.126882e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -11269379.000000 Penalty: 5662.852539
	Iteration 24Q: 3 clusters Score -1.126938e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 75005 members 
Entering Unmasked Estep 
Score: -11269930.000000 Penalty: 5662.852539
	Iteration 25Q: 3 clusters Score -1.126993e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -11270328.000000 Penalty: 5662.852539
	Iteration 26Q: 3 clusters Score -1.127033e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -11270672.000000 Penalty: 5662.852539
	Iteration 27Q: 3 clusters Score -1.127067e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -11270971.000000 Penalty: 5662.852539
	Iteration 28Q: 3 clusters Score -1.127097e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -11271326.000000 Penalty: 5662.852539
	Iteration 29Q: 3 clusters Score -1.127133e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -11271669.000000 Penalty: 5662.852539
	Iteration 30Q: 3 clusters Score -1.127167e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -11272012.000000 Penalty: 5662.852539
	Iteration 31Q: 3 clusters Score -1.127201e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -11272323.000000 Penalty: 5662.852539
	Iteration 32Q: 3 clusters Score -1.127232e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -11272654.000000 Penalty: 5662.852539
	Iteration 33Q: 3 clusters Score -1.127265e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -11272901.000000 Penalty: 5662.852539
	Iteration 34Q: 3 clusters Score -1.12729e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -11273138.000000 Penalty: 5662.852539
	Iteration 35Q: 3 clusters Score -1.127314e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -11273309.000000 Penalty: 5662.852539
	Iteration 36Q: 3 clusters Score -1.127331e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11273473.000000 Penalty: 5662.852539
	Iteration 37Q: 3 clusters Score -1.127347e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -11273622.000000 Penalty: 5662.852539
	Iteration 38Q: 3 clusters Score -1.127362e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -11273729.000000 Penalty: 5662.852539
	Iteration 39Q: 3 clusters Score -1.127373e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -11273856.000000 Penalty: 5662.852539
	Iteration 40F: 3 clusters Score -1.127386e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -11273977.000000 Penalty: 5662.852539
	Iteration 41Q: 3 clusters Score -1.127398e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -11274071.000000 Penalty: 5662.852539
	Iteration 42Q: 3 clusters Score -1.127407e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -11274159.000000 Penalty: 5662.852539
	Iteration 43Q: 3 clusters Score -1.127416e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -11274204.000000 Penalty: 5662.852539
	Iteration 44Q: 3 clusters Score -1.12742e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -11274284.000000 Penalty: 5662.852539
	Iteration 45Q: 3 clusters Score -1.127428e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -11274338.000000 Penalty: 5662.852539
	Iteration 46Q: 3 clusters Score -1.127434e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -11274366.000000 Penalty: 5662.852539
	Iteration 47Q: 3 clusters Score -1.127437e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 88010 members 
Entering Unmasked Estep 
Score: -11274401.000000 Penalty: 5662.852539
	Iteration 48Q: 3 clusters Score -1.12744e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -11274421.000000 Penalty: 5662.852539
	Iteration 49Q: 3 clusters Score -1.127442e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -11274448.000000 Penalty: 5662.852539
	Iteration 50Q: 3 clusters Score -1.127445e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -11274485.000000 Penalty: 5662.852539
	Iteration 51Q: 3 clusters Score -1.127448e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 88326 members 
Entering Unmasked Estep 
Score: -11274503.000000 Penalty: 5662.852539
	Iteration 52Q: 3 clusters Score -1.12745e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -11274489.000000 Penalty: 5662.852539
	Iteration 53Q: 3 clusters Score -1.127449e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -11274512.000000 Penalty: 5662.852539
	Iteration 54Q: 3 clusters Score -1.127451e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -11274520.000000 Penalty: 5662.852539
	Iteration 55Q: 3 clusters Score -1.127452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -11274525.000000 Penalty: 5662.852539
	Iteration 56Q: 3 clusters Score -1.127452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -11274524.000000 Penalty: 5662.852539
	Iteration 57Q: 3 clusters Score -1.127452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -11274506.000000 Penalty: 5662.852539
	Iteration 58Q: 3 clusters Score -1.127451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -11274503.000000 Penalty: 5662.852539
	Iteration 59Q: 3 clusters Score -1.12745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -11274519.000000 Penalty: 5662.852539
	Iteration 60F: 3 clusters Score -1.127452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -11274518.000000 Penalty: 5662.852539
	Iteration 61Q: 3 clusters Score -1.127452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -11274507.000000 Penalty: 5662.852539
	Iteration 62Q: 3 clusters Score -1.127451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -11274496.000000 Penalty: 5662.852539
	Iteration 63Q: 3 clusters Score -1.12745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 88607 members 
Entering Unmasked Estep 
Score: -11274517.000000 Penalty: 5662.852539
	Iteration 64Q: 3 clusters Score -1.127452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 88613 members 
Entering Unmasked Estep 
Score: -11274522.000000 Penalty: 5662.852539
	Iteration 65Q: 3 clusters Score -1.127452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -11274516.000000 Penalty: 5662.852539
	Iteration 66Q: 3 clusters Score -1.127452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -11274524.000000 Penalty: 5662.852539
	Iteration 67Q: 3 clusters Score -1.127452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -11274523.000000 Penalty: 5662.852539
	Iteration 68Q: 3 clusters Score -1.127452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -11274529.000000 Penalty: 5662.852539
	Iteration 69Q: 3 clusters Score -1.127453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -11274539.000000 Penalty: 5662.852539
	Iteration 70Q: 3 clusters Score -1.127454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 88642 members 
Entering Unmasked Estep 
Score: -11274553.000000 Penalty: 5662.852539
	Iteration 71Q: 3 clusters Score -1.127455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -11274545.000000 Penalty: 5662.852539
	Iteration 72Q: 3 clusters Score -1.127454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -11274534.000000 Penalty: 5662.852539
	Iteration 73Q: 3 clusters Score -1.127453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -11274536.000000 Penalty: 5662.852539
	Iteration 74Q: 3 clusters Score -1.127454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -11274523.000000 Penalty: 5662.852539
	Iteration 75Q: 3 clusters Score -1.127452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -11274517.000000 Penalty: 5662.852539
	Iteration 76Q: 3 clusters Score -1.127452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -11274526.000000 Penalty: 5662.852539
	Iteration 77Q: 3 clusters Score -1.127453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -11274525.000000 Penalty: 5662.852539
	Iteration 78Q: 3 clusters Score -1.127452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -11274533.000000 Penalty: 5662.852539
	Iteration 79Q: 3 clusters Score -1.127453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -11274530.000000 Penalty: 5662.852539
	Iteration 80F: 3 clusters Score -1.127453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 88686 members 
Entering Unmasked Estep 
Score: -11274529.000000 Penalty: 5662.852539
	Iteration 81Q: 3 clusters Score -1.127453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -11274526.000000 Penalty: 5662.852539
	Iteration 82Q: 3 clusters Score -1.127453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -11274535.000000 Penalty: 5662.852539
	Iteration 83Q: 3 clusters Score -1.127454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -11274540.000000 Penalty: 5662.852539
	Iteration 84Q: 3 clusters Score -1.127454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -11274536.000000 Penalty: 5662.852539
	Iteration 85Q: 3 clusters Score -1.127454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 88691 members 
Entering Unmasked Estep 
Score: -11274536.000000 Penalty: 5662.852539
	Iteration 86Q: 3 clusters Score -1.127454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -11274533.000000 Penalty: 5662.852539
	Iteration 87Q: 3 clusters Score -1.127453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 88697 members 
Entering Unmasked Estep 
Score: -11274539.000000 Penalty: 5662.852539
	Iteration 88Q: 3 clusters Score -1.127454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -11274541.000000 Penalty: 5662.852539
	Iteration 89Q: 3 clusters Score -1.127454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -11274531.000000 Penalty: 5662.852539
	Iteration 90Q: 3 clusters Score -1.127453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -11274531.000000 Penalty: 5662.852539
	Iteration 91Q: 3 clusters Score -1.127453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 88710 members 
Entering Unmasked Estep 
Score: -11274539.000000 Penalty: 5662.852539
	Iteration 92Q: 3 clusters Score -1.127454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -11274537.000000 Penalty: 5662.852539
	Iteration 93Q: 3 clusters Score -1.127454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11274541.000000 Penalty: 5662.852539
	Iteration 94Q: 3 clusters Score -1.127454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -11274548.000000 Penalty: 5662.852539
	Iteration 95Q: 3 clusters Score -1.127455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -11274540.000000 Penalty: 5662.852539
	Iteration 96Q: 3 clusters Score -1.127454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -11274551.000000 Penalty: 5662.852539
	Iteration 97Q: 3 clusters Score -1.127455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -11274544.000000 Penalty: 5662.852539
	Iteration 98Q: 3 clusters Score -1.127454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -11274531.000000 Penalty: 5662.852539
	Iteration 99Q: 3 clusters Score -1.127453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -11274535.000000 Penalty: 5662.852539
	Iteration 100F: 3 clusters Score -1.127454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -11274532.000000 Penalty: 5662.852539
	Iteration 101Q: 3 clusters Score -1.127453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -11274537.000000 Penalty: 5662.852539
	Iteration 102Q: 3 clusters Score -1.127454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -11274536.000000 Penalty: 5662.852539
	Iteration 103Q: 3 clusters Score -1.127454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -11274532.000000 Penalty: 5662.852539
	Iteration 104Q: 3 clusters Score -1.127453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -11274531.000000 Penalty: 5662.852539
	Iteration 105Q: 3 clusters Score -1.127453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -11274528.000000 Penalty: 5662.852539
	Iteration 106Q: 3 clusters Score -1.127453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -11274528.000000 Penalty: 5662.852539
	Iteration 107F: 3 clusters Score -1.127453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -707047.125000 Penalty: 2168.593506
	Iteration 0F: 2 clusters Score -707047.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -701920.875000 Penalty: 4337.187012
	Iteration 0F: 3 clusters Score -701920.9 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -704063.000000 Penalty: 4337.187012
	Iteration 1F: 3 clusters Score -704063 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -705585.062500 Penalty: 4337.187012
	Iteration 2F: 3 clusters Score -705585.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -707471.437500 Penalty: 4337.187012
	Iteration 3F: 3 clusters Score -707471.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -709333.687500 Penalty: 4337.187012
	Iteration 4F: 3 clusters Score -709333.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -710335.312500 Penalty: 4337.187012
	Iteration 5F: 3 clusters Score -710335.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -710591.500000 Penalty: 4337.187012
	Iteration 6Q: 3 clusters Score -710591.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -710644.562500 Penalty: 4337.187012
	Iteration 7Q: 3 clusters Score -710644.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -710659.812500 Penalty: 4337.187012
	Iteration 8Q: 3 clusters Score -710659.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -710667.062500 Penalty: 4337.187012
	Iteration 9Q: 3 clusters Score -710667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -710668.625000 Penalty: 4337.187012
	Iteration 10Q: 3 clusters Score -710668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -710669.125000 Penalty: 4337.187012
	Iteration 11Q: 3 clusters Score -710669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -710670.500000 Penalty: 4337.187012
	Iteration 12Q: 3 clusters Score -710670.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -710671.312500 Penalty: 4337.187012
	Iteration 13Q: 3 clusters Score -710671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -710671.312500 Penalty: 4337.187012
	Iteration 14F: 3 clusters Score -710671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 213553 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 99322 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 83667 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 158416 members 
Mstep: Class 15 contains 197477 members 
Mstep: Class 16 contains 38456 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 168411 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 1358 members 
Entering Unmasked Estep 
Score: -194735248.000000 Penalty: 81526.742188
Splitting cluster 2 changes total score from -194734272.000000 to -194735248.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (213553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213553 members 
Entering Unmasked Estep 
Score: -26357016.000000 Penalty: 3043.366943
	Iteration 0F: 2 clusters Score -2.635702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -26220610.000000 Penalty: 6086.733887
	Iteration 0F: 3 clusters Score -2.622061e+07 nChanged 102762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -26279662.000000 Penalty: 6086.733887
	Iteration 1F: 3 clusters Score -2.627966e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 112461 members 
Entering Unmasked Estep 
Score: -26280568.000000 Penalty: 6086.733887
	Iteration 2Q: 3 clusters Score -2.628057e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 115955 members 
Entering Unmasked Estep 
Score: -26281820.000000 Penalty: 6086.733887
	Iteration 3Q: 3 clusters Score -2.628182e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92069 members 
Mstep: Class 2 contains 121484 members 
Entering Unmasked Estep 
Score: -26283636.000000 Penalty: 6086.733887
	Iteration 4Q: 3 clusters Score -2.628364e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 129920 members 
Entering Unmasked Estep 
Score: -26287164.000000 Penalty: 6086.733887
	Iteration 5Q: 3 clusters Score -2.628716e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -26294186.000000 Penalty: 6086.733887
	Iteration 6F: 3 clusters Score -2.629419e+07 nChanged 17662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 160285 members 
Entering Unmasked Estep 
Score: -26307394.000000 Penalty: 6086.733887
	Iteration 7F: 3 clusters Score -2.630739e+07 nChanged 21204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 181485 members 
Entering Unmasked Estep 
Score: -26325918.000000 Penalty: 6086.733887
	Iteration 8F: 3 clusters Score -2.632592e+07 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 199995 members 
Entering Unmasked Estep 
Score: -26342528.000000 Penalty: 6086.733887
	Iteration 9F: 3 clusters Score -2.634253e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 209602 members 
Entering Unmasked Estep 
Score: -26350858.000000 Penalty: 6086.733887
	Iteration 10Q: 3 clusters Score -2.635086e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 212516 members 
Entering Unmasked Estep 
Score: -26353220.000000 Penalty: 6086.733887
	Iteration 11Q: 3 clusters Score -2.635322e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 213173 members 
Entering Unmasked Estep 
Score: -26353844.000000 Penalty: 6086.733887
	Iteration 12Q: 3 clusters Score -2.635384e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213313 members 
Entering Unmasked Estep 
Score: -26354088.000000 Penalty: 6086.733887
	Iteration 13Q: 3 clusters Score -2.635409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 213347 members 
Entering Unmasked Estep 
Score: -26354146.000000 Penalty: 6086.733887
	Iteration 14Q: 3 clusters Score -2.635415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 213362 members 
Entering Unmasked Estep 
Score: -26354194.000000 Penalty: 6086.733887
	Iteration 15Q: 3 clusters Score -2.635419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 213375 members 
Entering Unmasked Estep 
Score: -26354226.000000 Penalty: 6086.733887
	Iteration 16Q: 3 clusters Score -2.635423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 213383 members 
Entering Unmasked Estep 
Score: -26354260.000000 Penalty: 6086.733887
	Iteration 17Q: 3 clusters Score -2.635426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 213386 members 
Entering Unmasked Estep 
Score: -26354270.000000 Penalty: 6086.733887
	Iteration 18Q: 3 clusters Score -2.635427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213390 members 
Entering Unmasked Estep 
Score: -26354278.000000 Penalty: 6086.733887
	Iteration 19Q: 3 clusters Score -2.635428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 213392 members 
Entering Unmasked Estep 
Score: -26354308.000000 Penalty: 6086.733887
	Iteration 20F: 3 clusters Score -2.635431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213390 members 
Entering Unmasked Estep 
Score: -26354314.000000 Penalty: 6086.733887
	Iteration 21Q: 3 clusters Score -2.635431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 213389 members 
Entering Unmasked Estep 
Score: -26354320.000000 Penalty: 6086.733887
	Iteration 22Q: 3 clusters Score -2.635432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 213389 members 
Entering Unmasked Estep 
Score: -26354334.000000 Penalty: 6086.733887
	Iteration 23Q: 3 clusters Score -2.635433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213390 members 
Entering Unmasked Estep 
Score: -26354316.000000 Penalty: 6086.733887
	Iteration 24Q: 3 clusters Score -2.635432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213388 members 
Entering Unmasked Estep 
Score: -26354334.000000 Penalty: 6086.733887
	Iteration 25Q: 3 clusters Score -2.635433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213388 members 
Entering Unmasked Estep 
Score: -26354334.000000 Penalty: 6086.733887
	Iteration 26F: 3 clusters Score -2.635433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (164420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164420 members 
Entering Unmasked Estep 
Score: -20320412.000000 Penalty: 2978.524414
	Iteration 0F: 2 clusters Score -2.032041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -20212384.000000 Penalty: 5957.048828
	Iteration 0F: 3 clusters Score -2.021238e+07 nChanged 78640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -20257608.000000 Penalty: 5957.048828
	Iteration 1F: 3 clusters Score -2.025761e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -20258910.000000 Penalty: 5957.048828
	Iteration 2Q: 3 clusters Score -2.025891e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -20260516.000000 Penalty: 5957.048828
	Iteration 3Q: 3 clusters Score -2.026052e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -20262798.000000 Penalty: 5957.048828
	Iteration 4Q: 3 clusters Score -2.02628e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -20266110.000000 Penalty: 5957.048828
	Iteration 5Q: 3 clusters Score -2.026611e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 105477 members 
Entering Unmasked Estep 
Score: -20271126.000000 Penalty: 5957.048828
	Iteration 6F: 3 clusters Score -2.027113e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -20278214.000000 Penalty: 5957.048828
	Iteration 7F: 3 clusters Score -2.027821e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 126811 members 
Entering Unmasked Estep 
Score: -20287596.000000 Penalty: 5957.048828
	Iteration 8F: 3 clusters Score -2.02876e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -20297530.000000 Penalty: 5957.048828
	Iteration 9F: 3 clusters Score -2.029753e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -20305924.000000 Penalty: 5957.048828
	Iteration 10F: 3 clusters Score -2.030592e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -20311326.000000 Penalty: 5957.048828
	Iteration 11Q: 3 clusters Score -2.031133e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -20314684.000000 Penalty: 5957.048828
	Iteration 12Q: 3 clusters Score -2.031468e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -20316152.000000 Penalty: 5957.048828
	Iteration 13Q: 3 clusters Score -2.031615e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -20316970.000000 Penalty: 5957.048828
	Iteration 14Q: 3 clusters Score -2.031697e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 162415 members 
Entering Unmasked Estep 
Score: -20317382.000000 Penalty: 5957.048828
	Iteration 15Q: 3 clusters Score -2.031738e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 162757 members 
Entering Unmasked Estep 
Score: -20317606.000000 Penalty: 5957.048828
	Iteration 16Q: 3 clusters Score -2.031761e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -20317794.000000 Penalty: 5957.048828
	Iteration 17Q: 3 clusters Score -2.031779e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -20317844.000000 Penalty: 5957.048828
	Iteration 18Q: 3 clusters Score -2.031784e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -20317860.000000 Penalty: 5957.048828
	Iteration 19Q: 3 clusters Score -2.031786e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -20317914.000000 Penalty: 5957.048828
	Iteration 20F: 3 clusters Score -2.031791e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20317950.000000 Penalty: 5957.048828
	Iteration 21Q: 3 clusters Score -2.031795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -20317996.000000 Penalty: 5957.048828
	Iteration 22Q: 3 clusters Score -2.0318e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 163278 members 
Entering Unmasked Estep 
Score: -20318002.000000 Penalty: 5957.048828
	Iteration 23Q: 3 clusters Score -2.0318e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -20318018.000000 Penalty: 5957.048828
	Iteration 24Q: 3 clusters Score -2.031802e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 163316 members 
Entering Unmasked Estep 
Score: -20318046.000000 Penalty: 5957.048828
	Iteration 25Q: 3 clusters Score -2.031805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -20318048.000000 Penalty: 5957.048828
	Iteration 26Q: 3 clusters Score -2.031805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 163327 members 
Entering Unmasked Estep 
Score: -20318054.000000 Penalty: 5957.048828
	Iteration 27Q: 3 clusters Score -2.031805e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -20318080.000000 Penalty: 5957.048828
	Iteration 28Q: 3 clusters Score -2.031808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -20318086.000000 Penalty: 5957.048828
	Iteration 29Q: 3 clusters Score -2.031809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -20318094.000000 Penalty: 5957.048828
	Iteration 30Q: 3 clusters Score -2.031809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 163359 members 
Entering Unmasked Estep 
Score: -20318108.000000 Penalty: 5957.048828
	Iteration 31Q: 3 clusters Score -2.031811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 163364 members 
Entering Unmasked Estep 
Score: -20318108.000000 Penalty: 5957.048828
	Iteration 32Q: 3 clusters Score -2.031811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 163369 members 
Entering Unmasked Estep 
Score: -20318108.000000 Penalty: 5957.048828
	Iteration 33Q: 3 clusters Score -2.031811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 163369 members 
Entering Unmasked Estep 
Score: -20318108.000000 Penalty: 5957.048828
	Iteration 34Q: 3 clusters Score -2.031811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -20318098.000000 Penalty: 5957.048828
	Iteration 35Q: 3 clusters Score -2.03181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -20318098.000000 Penalty: 5957.048828
	Iteration 36Q: 3 clusters Score -2.03181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -20318098.000000 Penalty: 5957.048828
	Iteration 37F: 3 clusters Score -2.03181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Entering Unmasked Estep 
Score: -161015.015625 Penalty: 1813.843872
	Iteration 0F: 2 clusters Score -161015 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 758 members 
Entering Unmasked Estep 
Score: -158763.578125 Penalty: 3627.687744
	Iteration 0F: 3 clusters Score -158763.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -159306.453125 Penalty: 3627.687744
	Iteration 1F: 3 clusters Score -159306.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -159548.234375 Penalty: 3627.687744
	Iteration 2F: 3 clusters Score -159548.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -159803.171875 Penalty: 3627.687744
	Iteration 3F: 3 clusters Score -159803.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -160075.031250 Penalty: 3627.687744
	Iteration 4F: 3 clusters Score -160075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160454.640625 Penalty: 3627.687744
	Iteration 5F: 3 clusters Score -160454.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161024.406250 Penalty: 3627.687744
	Iteration 6F: 3 clusters Score -161024.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161630.359375 Penalty: 3627.687744
	Iteration 7Q: 3 clusters Score -161630.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162008.250000 Penalty: 3627.687744
	Iteration 8Q: 3 clusters Score -162008.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162232.812500 Penalty: 3627.687744
	Iteration 9Q: 3 clusters Score -162232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162241.000000 Penalty: 3627.687744
	Iteration 10Q: 3 clusters Score -162241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162241.000000 Penalty: 3627.687744
	Iteration 11F: 3 clusters Score -162241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 213553 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 99322 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 83667 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 158416 members 
Mstep: Class 15 contains 197477 members 
Mstep: Class 16 contains 38456 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 168411 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 697 members 
Entering Unmasked Estep 
Score: -194734944.000000 Penalty: 85071.390625
Splitting cluster 5 changes total score from -194734272.000000 to -194734944.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (16363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Entering Unmasked Estep 
Score: -2000675.000000 Penalty: 2406.288818
	Iteration 0F: 2 clusters Score -2000675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1988854.125000 Penalty: 4812.577637
	Iteration 0F: 3 clusters Score -1988854 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1992586.625000 Penalty: 4812.577637
	Iteration 1F: 3 clusters Score -1992587 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1992954.875000 Penalty: 4812.577637
	Iteration 2F: 3 clusters Score -1992955 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1993230.875000 Penalty: 4812.577637
	Iteration 3Q: 3 clusters Score -1993231 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1993445.750000 Penalty: 4812.577637
	Iteration 4Q: 3 clusters Score -1993446 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1993629.375000 Penalty: 4812.577637
	Iteration 5Q: 3 clusters Score -1993629 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1993789.000000 Penalty: 4812.577637
	Iteration 6Q: 3 clusters Score -1993789 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1993961.250000 Penalty: 4812.577637
	Iteration 7Q: 3 clusters Score -1993961 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1994128.000000 Penalty: 4812.577637
	Iteration 8Q: 3 clusters Score -1994128 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1994336.500000 Penalty: 4812.577637
	Iteration 9Q: 3 clusters Score -1994336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1994558.125000 Penalty: 4812.577637
	Iteration 10Q: 3 clusters Score -1994558 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1994830.000000 Penalty: 4812.577637
	Iteration 11Q: 3 clusters Score -1994830 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1995153.500000 Penalty: 4812.577637
	Iteration 12Q: 3 clusters Score -1995154 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1995495.750000 Penalty: 4812.577637
	Iteration 13Q: 3 clusters Score -1995496 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1995892.625000 Penalty: 4812.577637
	Iteration 14Q: 3 clusters Score -1995893 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1996249.375000 Penalty: 4812.577637
	Iteration 15Q: 3 clusters Score -1996249 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1996556.625000 Penalty: 4812.577637
	Iteration 16Q: 3 clusters Score -1996557 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1996739.375000 Penalty: 4812.577637
	Iteration 17Q: 3 clusters Score -1996739 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1996847.375000 Penalty: 4812.577637
	Iteration 18Q: 3 clusters Score -1996847 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1996898.375000 Penalty: 4812.577637
	Iteration 19Q: 3 clusters Score -1996898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1996939.625000 Penalty: 4812.577637
	Iteration 20F: 3 clusters Score -1996940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1996965.125000 Penalty: 4812.577637
	Iteration 21Q: 3 clusters Score -1996965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1996981.875000 Penalty: 4812.577637
	Iteration 22Q: 3 clusters Score -1996982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1997006.000000 Penalty: 4812.577637
	Iteration 23Q: 3 clusters Score -1997006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1997013.625000 Penalty: 4812.577637
	Iteration 24Q: 3 clusters Score -1997014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1997024.375000 Penalty: 4812.577637
	Iteration 25Q: 3 clusters Score -1997024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1997039.000000 Penalty: 4812.577637
	Iteration 26Q: 3 clusters Score -1997039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1997043.250000 Penalty: 4812.577637
	Iteration 27Q: 3 clusters Score -1997043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1997058.250000 Penalty: 4812.577637
	Iteration 28Q: 3 clusters Score -1997058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1997066.250000 Penalty: 4812.577637
	Iteration 29Q: 3 clusters Score -1997066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1997072.375000 Penalty: 4812.577637
	Iteration 30Q: 3 clusters Score -1997072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1997074.500000 Penalty: 4812.577637
	Iteration 31Q: 3 clusters Score -1997074 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1997075.500000 Penalty: 4812.577637
	Iteration 32Q: 3 clusters Score -1997076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1997093.625000 Penalty: 4812.577637
	Iteration 33Q: 3 clusters Score -1997094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1997100.250000 Penalty: 4812.577637
	Iteration 34Q: 3 clusters Score -1997100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1997107.750000 Penalty: 4812.577637
	Iteration 35Q: 3 clusters Score -1997108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1997107.750000 Penalty: 4812.577637
	Iteration 36Q: 3 clusters Score -1997108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1997110.375000 Penalty: 4812.577637
	Iteration 37Q: 3 clusters Score -1997110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1997109.250000 Penalty: 4812.577637
	Iteration 38Q: 3 clusters Score -1997109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1997111.875000 Penalty: 4812.577637
	Iteration 39Q: 3 clusters Score -1997112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1997117.125000 Penalty: 4812.577637
	Iteration 40F: 3 clusters Score -1997117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1997119.500000 Penalty: 4812.577637
	Iteration 41Q: 3 clusters Score -1997120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1997124.750000 Penalty: 4812.577637
	Iteration 42Q: 3 clusters Score -1997125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1997129.000000 Penalty: 4812.577637
	Iteration 43Q: 3 clusters Score -1997129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1997134.750000 Penalty: 4812.577637
	Iteration 44Q: 3 clusters Score -1997135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1997134.500000 Penalty: 4812.577637
	Iteration 45Q: 3 clusters Score -1997134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1997134.375000 Penalty: 4812.577637
	Iteration 46Q: 3 clusters Score -1997134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1997138.000000 Penalty: 4812.577637
	Iteration 47Q: 3 clusters Score -1997138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1997148.375000 Penalty: 4812.577637
	Iteration 48Q: 3 clusters Score -1997148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1997152.250000 Penalty: 4812.577637
	Iteration 49Q: 3 clusters Score -1997152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1997159.750000 Penalty: 4812.577637
	Iteration 50Q: 3 clusters Score -1997160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1997163.125000 Penalty: 4812.577637
	Iteration 51Q: 3 clusters Score -1997163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1997164.625000 Penalty: 4812.577637
	Iteration 52Q: 3 clusters Score -1997165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1997174.000000 Penalty: 4812.577637
	Iteration 53Q: 3 clusters Score -1997174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1997183.125000 Penalty: 4812.577637
	Iteration 54Q: 3 clusters Score -1997183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1997192.375000 Penalty: 4812.577637
	Iteration 55Q: 3 clusters Score -1997192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1997198.375000 Penalty: 4812.577637
	Iteration 56Q: 3 clusters Score -1997198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1997202.750000 Penalty: 4812.577637
	Iteration 57Q: 3 clusters Score -1997203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1997209.250000 Penalty: 4812.577637
	Iteration 58Q: 3 clusters Score -1997209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1997221.500000 Penalty: 4812.577637
	Iteration 59Q: 3 clusters Score -1997222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1997231.750000 Penalty: 4812.577637
	Iteration 60F: 3 clusters Score -1997232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1997237.625000 Penalty: 4812.577637
	Iteration 61Q: 3 clusters Score -1997238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1997243.500000 Penalty: 4812.577637
	Iteration 62Q: 3 clusters Score -1997244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1997254.750000 Penalty: 4812.577637
	Iteration 63Q: 3 clusters Score -1997255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1997261.125000 Penalty: 4812.577637
	Iteration 64Q: 3 clusters Score -1997261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1997268.875000 Penalty: 4812.577637
	Iteration 65Q: 3 clusters Score -1997269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1997273.125000 Penalty: 4812.577637
	Iteration 66Q: 3 clusters Score -1997273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1997278.875000 Penalty: 4812.577637
	Iteration 67Q: 3 clusters Score -1997279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1997280.000000 Penalty: 4812.577637
	Iteration 68Q: 3 clusters Score -1997280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1997287.875000 Penalty: 4812.577637
	Iteration 69Q: 3 clusters Score -1997288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1997290.250000 Penalty: 4812.577637
	Iteration 70Q: 3 clusters Score -1997290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1997296.875000 Penalty: 4812.577637
	Iteration 71Q: 3 clusters Score -1997297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1997308.625000 Penalty: 4812.577637
	Iteration 72Q: 3 clusters Score -1997309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1997314.375000 Penalty: 4812.577637
	Iteration 73Q: 3 clusters Score -1997314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1997322.500000 Penalty: 4812.577637
	Iteration 74Q: 3 clusters Score -1997322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1997329.500000 Penalty: 4812.577637
	Iteration 75Q: 3 clusters Score -1997330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1997339.750000 Penalty: 4812.577637
	Iteration 76Q: 3 clusters Score -1997340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1997344.750000 Penalty: 4812.577637
	Iteration 77Q: 3 clusters Score -1997345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1997359.500000 Penalty: 4812.577637
	Iteration 78Q: 3 clusters Score -1997360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1997366.000000 Penalty: 4812.577637
	Iteration 79Q: 3 clusters Score -1997366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1997367.000000 Penalty: 4812.577637
	Iteration 80F: 3 clusters Score -1997367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1997372.750000 Penalty: 4812.577637
	Iteration 81Q: 3 clusters Score -1997373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1997383.875000 Penalty: 4812.577637
	Iteration 82Q: 3 clusters Score -1997384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1997393.750000 Penalty: 4812.577637
	Iteration 83Q: 3 clusters Score -1997394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1997397.750000 Penalty: 4812.577637
	Iteration 84Q: 3 clusters Score -1997398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1997404.875000 Penalty: 4812.577637
	Iteration 85Q: 3 clusters Score -1997405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1997409.500000 Penalty: 4812.577637
	Iteration 86Q: 3 clusters Score -1997410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1997418.625000 Penalty: 4812.577637
	Iteration 87Q: 3 clusters Score -1997419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1997434.625000 Penalty: 4812.577637
	Iteration 88Q: 3 clusters Score -1997435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1997428.375000 Penalty: 4812.577637
	Iteration 89Q: 3 clusters Score -1997428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1997444.625000 Penalty: 4812.577637
	Iteration 90Q: 3 clusters Score -1997445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1997449.375000 Penalty: 4812.577637
	Iteration 91Q: 3 clusters Score -1997449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1997458.875000 Penalty: 4812.577637
	Iteration 92Q: 3 clusters Score -1997459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1997462.625000 Penalty: 4812.577637
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1997516 nChanged 67
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Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1997558 nChanged 45
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1997671 nChanged 60
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Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13349 members 
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Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13941 members 
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	Iteration 118Q: 3 clusters Score -1997856 nChanged 69
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1997895 nChanged 71
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Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1997923 nChanged 72
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Mstep: Class 1 contains 2132 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2061 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1998001.375000 Penalty: 4812.577637
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Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14501 members 
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Mstep: Class 1 contains 1780 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1998137 nChanged 78
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Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14823 members 
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Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1998240 nChanged 68
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Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1998266 nChanged 64
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Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1998295 nChanged 63
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Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1998325 nChanged 62
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Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1998379 nChanged 55
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1998403 nChanged 45
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Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1998425 nChanged 35
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Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1998441 nChanged 21
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Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1998450 nChanged 18
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Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15427 members 
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	Iteration 142Q: 3 clusters Score -1998456 nChanged 18
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Mstep: Class 1 contains 920 members 
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	Iteration 143Q: 3 clusters Score -1998466 nChanged 16
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Mstep: Class 1 contains 906 members 
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	Iteration 144Q: 3 clusters Score -1998471 nChanged 7
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Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15464 members 
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Mstep: Class 1 contains 892 members 
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	Iteration 146Q: 3 clusters Score -1998480 nChanged 6
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Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15477 members 
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	Iteration 147Q: 3 clusters Score -1998485 nChanged 5
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Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15482 members 
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Mstep: Class 1 contains 877 members 
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	Iteration 149Q: 3 clusters Score -1998486 nChanged 6
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Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15492 members 
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Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1998490 nChanged 2
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Mstep: Class 1 contains 864 members 
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Mstep: Class 1 contains 861 members 
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Mstep: Class 1 contains 859 members 
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Mstep: Class 1 contains 856 members 
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	Iteration 155Q: 3 clusters Score -1998498 nChanged 4
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Mstep: Class 1 contains 854 members 
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	Iteration 156Q: 3 clusters Score -1998497 nChanged 3
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Mstep: Class 1 contains 851 members 
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	Iteration 157Q: 3 clusters Score -1998497 nChanged 3
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Mstep: Class 1 contains 848 members 
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	Iteration 158Q: 3 clusters Score -1998499 nChanged 8
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Mstep: Class 1 contains 840 members 
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	Iteration 159Q: 3 clusters Score -1998500 nChanged 6
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Mstep: Class 1 contains 836 members 
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	Iteration 160F: 3 clusters Score -1998502 nChanged 8
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Mstep: Class 1 contains 828 members 
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	Iteration 161Q: 3 clusters Score -1998507 nChanged 5
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	Iteration 162Q: 3 clusters Score -1998511 nChanged 4
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Mstep: Class 1 contains 825 members 
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	Iteration 163Q: 3 clusters Score -1998513 nChanged 2
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	Iteration 164Q: 3 clusters Score -1998513 nChanged 1
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	Iteration 165Q: 3 clusters Score -1998513 nChanged 1
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Mstep: Class 1 contains 821 members 
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Score: -1998515.750000 Penalty: 4812.577637
	Iteration 166Q: 3 clusters Score -1998516 nChanged 1
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Mstep: Class 1 contains 820 members 
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	Iteration 167Q: 3 clusters Score -1998516 nChanged 1
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Mstep: Class 1 contains 819 members 
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	Iteration 168Q: 3 clusters Score -1998515 nChanged 3
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	Iteration 169Q: 3 clusters Score -1998516 nChanged 2
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Mstep: Class 1 contains 814 members 
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	Iteration 170Q: 3 clusters Score -1998519 nChanged 2
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Mstep: Class 1 contains 812 members 
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Entering Unmasked Estep 
Score: -1998521.625000 Penalty: 4812.577637
	Iteration 171Q: 3 clusters Score -1998522 nChanged 3
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Mstep: Class 1 contains 809 members 
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	Iteration 172Q: 3 clusters Score -1998523 nChanged 4
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Mstep: Class 1 contains 807 members 
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	Iteration 173Q: 3 clusters Score -1998522 nChanged 8
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Mstep: Class 1 contains 799 members 
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Entering Unmasked Estep 
Score: -1998525.375000 Penalty: 4812.577637
	Iteration 174Q: 3 clusters Score -1998525 nChanged 5
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Mstep: Class 1 contains 794 members 
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Entering Unmasked Estep 
Score: -1998531.000000 Penalty: 4812.577637
	Iteration 175Q: 3 clusters Score -1998531 nChanged 10
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Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1998535.625000 Penalty: 4812.577637
	Iteration 176Q: 3 clusters Score -1998536 nChanged 9
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Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1998539.000000 Penalty: 4812.577637
	Iteration 177Q: 3 clusters Score -1998539 nChanged 9
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Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1998542.250000 Penalty: 4812.577637
	Iteration 178Q: 3 clusters Score -1998542 nChanged 5
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Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1998543.000000 Penalty: 4812.577637
	Iteration 179Q: 3 clusters Score -1998543 nChanged 6
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Mstep: Class 1 contains 763 members 
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Entering Unmasked Estep 
Score: -1998549.125000 Penalty: 4812.577637
	Iteration 180F: 3 clusters Score -1998549 nChanged 6
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Mstep: Class 1 contains 759 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1998548 nChanged 11
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Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1998555.000000 Penalty: 4812.577637
	Iteration 182Q: 3 clusters Score -1998555 nChanged 15
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Mstep: Class 1 contains 733 members 
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Entering Unmasked Estep 
Score: -1998564.625000 Penalty: 4812.577637
	Iteration 183Q: 3 clusters Score -1998565 nChanged 17
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Mstep: Class 1 contains 718 members 
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Entering Unmasked Estep 
Score: -1998572.375000 Penalty: 4812.577637
	Iteration 184Q: 3 clusters Score -1998572 nChanged 10
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Mstep: Class 1 contains 710 members 
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Entering Unmasked Estep 
Score: -1998578.750000 Penalty: 4812.577637
	Iteration 185Q: 3 clusters Score -1998579 nChanged 9
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Mstep: Class 1 contains 701 members 
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Entering Unmasked Estep 
Score: -1998586.125000 Penalty: 4812.577637
	Iteration 186Q: 3 clusters Score -1998586 nChanged 10
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Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1998591.250000 Penalty: 4812.577637
	Iteration 187Q: 3 clusters Score -1998591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1998596.625000 Penalty: 4812.577637
	Iteration 188Q: 3 clusters Score -1998597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1998597.000000 Penalty: 4812.577637
	Iteration 189Q: 3 clusters Score -1998597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1998597.125000 Penalty: 4812.577637
	Iteration 190Q: 3 clusters Score -1998597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1998599.500000 Penalty: 4812.577637
	Iteration 191Q: 3 clusters Score -1998600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1998599.250000 Penalty: 4812.577637
	Iteration 192Q: 3 clusters Score -1998599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1998598.625000 Penalty: 4812.577637
	Iteration 193Q: 3 clusters Score -1998599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1998599.625000 Penalty: 4812.577637
	Iteration 194Q: 3 clusters Score -1998600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -1998599.625000 Penalty: 4812.577637
	Iteration 195F: 3 clusters Score -1998600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (99322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Entering Unmasked Estep 
Score: -12356219.000000 Penalty: 2853.518311
	Iteration 0F: 2 clusters Score -1.235622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -12289814.000000 Penalty: 5707.036621
	Iteration 0F: 3 clusters Score -1.228981e+07 nChanged 46905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -12316767.000000 Penalty: 5707.036621
	Iteration 1F: 3 clusters Score -1.231677e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -12317430.000000 Penalty: 5707.036621
	Iteration 2Q: 3 clusters Score -1.231743e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -12318057.000000 Penalty: 5707.036621
	Iteration 3Q: 3 clusters Score -1.231806e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -12318902.000000 Penalty: 5707.036621
	Iteration 4Q: 3 clusters Score -1.23189e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -12319901.000000 Penalty: 5707.036621
	Iteration 5Q: 3 clusters Score -1.23199e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -12321157.000000 Penalty: 5707.036621
	Iteration 6Q: 3 clusters Score -1.232116e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -12322693.000000 Penalty: 5707.036621
	Iteration 7Q: 3 clusters Score -1.232269e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -12324732.000000 Penalty: 5707.036621
	Iteration 8Q: 3 clusters Score -1.232473e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -12327164.000000 Penalty: 5707.036621
	Iteration 9Q: 3 clusters Score -1.232716e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -12330060.000000 Penalty: 5707.036621
	Iteration 10Q: 3 clusters Score -1.233006e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -12333463.000000 Penalty: 5707.036621
	Iteration 11Q: 3 clusters Score -1.233346e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 67057 members 
Entering Unmasked Estep 
Score: -12336777.000000 Penalty: 5707.036621
	Iteration 12Q: 3 clusters Score -1.233678e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 68891 members 
Entering Unmasked Estep 
Score: -12339529.000000 Penalty: 5707.036621
	Iteration 13Q: 3 clusters Score -1.233953e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -12341069.000000 Penalty: 5707.036621
	Iteration 14Q: 3 clusters Score -1.234107e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -12341913.000000 Penalty: 5707.036621
	Iteration 15Q: 3 clusters Score -1.234191e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 73228 members 
Entering Unmasked Estep 
Score: -12342566.000000 Penalty: 5707.036621
	Iteration 16Q: 3 clusters Score -1.234257e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -12343070.000000 Penalty: 5707.036621
	Iteration 17Q: 3 clusters Score -1.234307e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -12343501.000000 Penalty: 5707.036621
	Iteration 18Q: 3 clusters Score -1.23435e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -12343906.000000 Penalty: 5707.036621
	Iteration 19Q: 3 clusters Score -1.234391e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -12344496.000000 Penalty: 5707.036621
	Iteration 20F: 3 clusters Score -1.23445e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -12345105.000000 Penalty: 5707.036621
	Iteration 21Q: 3 clusters Score -1.23451e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -12345577.000000 Penalty: 5707.036621
	Iteration 22Q: 3 clusters Score -1.234558e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -12346273.000000 Penalty: 5707.036621
	Iteration 23Q: 3 clusters Score -1.234627e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -12346999.000000 Penalty: 5707.036621
	Iteration 24Q: 3 clusters Score -1.2347e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -12347803.000000 Penalty: 5707.036621
	Iteration 25Q: 3 clusters Score -1.23478e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -12348688.000000 Penalty: 5707.036621
	Iteration 26Q: 3 clusters Score -1.234869e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -12349493.000000 Penalty: 5707.036621
	Iteration 27Q: 3 clusters Score -1.234949e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -12350234.000000 Penalty: 5707.036621
	Iteration 28Q: 3 clusters Score -1.235023e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -12350926.000000 Penalty: 5707.036621
	Iteration 29Q: 3 clusters Score -1.235093e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 94486 members 
Entering Unmasked Estep 
Score: -12351542.000000 Penalty: 5707.036621
	Iteration 30Q: 3 clusters Score -1.235154e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -12352005.000000 Penalty: 5707.036621
	Iteration 31Q: 3 clusters Score -1.2352e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -12352396.000000 Penalty: 5707.036621
	Iteration 32Q: 3 clusters Score -1.23524e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -12352640.000000 Penalty: 5707.036621
	Iteration 33Q: 3 clusters Score -1.235264e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -12352897.000000 Penalty: 5707.036621
	Iteration 34Q: 3 clusters Score -1.23529e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -12353101.000000 Penalty: 5707.036621
	Iteration 35Q: 3 clusters Score -1.23531e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
Score: -12353244.000000 Penalty: 5707.036621
	Iteration 36Q: 3 clusters Score -1.235324e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 97817 members 
Entering Unmasked Estep 
Score: -12353384.000000 Penalty: 5707.036621
	Iteration 37Q: 3 clusters Score -1.235338e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -12353479.000000 Penalty: 5707.036621
	Iteration 38Q: 3 clusters Score -1.235348e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -12353508.000000 Penalty: 5707.036621
	Iteration 39Q: 3 clusters Score -1.235351e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -12353572.000000 Penalty: 5707.036621
	Iteration 40F: 3 clusters Score -1.235357e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -12353589.000000 Penalty: 5707.036621
	Iteration 41Q: 3 clusters Score -1.235359e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -12353614.000000 Penalty: 5707.036621
	Iteration 42Q: 3 clusters Score -1.235361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -12353636.000000 Penalty: 5707.036621
	Iteration 43Q: 3 clusters Score -1.235364e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -12353658.000000 Penalty: 5707.036621
	Iteration 44Q: 3 clusters Score -1.235366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -12353681.000000 Penalty: 5707.036621
	Iteration 45Q: 3 clusters Score -1.235368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -12353692.000000 Penalty: 5707.036621
	Iteration 46Q: 3 clusters Score -1.235369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -12353691.000000 Penalty: 5707.036621
	Iteration 47Q: 3 clusters Score -1.235369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -12353688.000000 Penalty: 5707.036621
	Iteration 48Q: 3 clusters Score -1.235369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -12353699.000000 Penalty: 5707.036621
	Iteration 49Q: 3 clusters Score -1.23537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 98399 members 
Entering Unmasked Estep 
Score: -12353686.000000 Penalty: 5707.036621
	Iteration 50Q: 3 clusters Score -1.235369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -12353688.000000 Penalty: 5707.036621
	Iteration 51Q: 3 clusters Score -1.235369e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -12353698.000000 Penalty: 5707.036621
	Iteration 52Q: 3 clusters Score -1.23537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -12353715.000000 Penalty: 5707.036621
	Iteration 53Q: 3 clusters Score -1.235372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -12353714.000000 Penalty: 5707.036621
	Iteration 54Q: 3 clusters Score -1.235371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -12353718.000000 Penalty: 5707.036621
	Iteration 55Q: 3 clusters Score -1.235372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -12353718.000000 Penalty: 5707.036621
	Iteration 56Q: 3 clusters Score -1.235372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -12353720.000000 Penalty: 5707.036621
	Iteration 57Q: 3 clusters Score -1.235372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -12353720.000000 Penalty: 5707.036621
	Iteration 58Q: 3 clusters Score -1.235372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -12353720.000000 Penalty: 5707.036621
	Iteration 59Q: 3 clusters Score -1.235372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 98471 members 
Entering Unmasked Estep 
Score: -12353731.000000 Penalty: 5707.036621
	Iteration 60F: 3 clusters Score -1.235373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -12353729.000000 Penalty: 5707.036621
	Iteration 61Q: 3 clusters Score -1.235373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -12353733.000000 Penalty: 5707.036621
	Iteration 62Q: 3 clusters Score -1.235373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -12353733.000000 Penalty: 5707.036621
	Iteration 63Q: 3 clusters Score -1.235373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -12353732.000000 Penalty: 5707.036621
	Iteration 64Q: 3 clusters Score -1.235373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -12353728.000000 Penalty: 5707.036621
	Iteration 65Q: 3 clusters Score -1.235373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -12353726.000000 Penalty: 5707.036621
	Iteration 66Q: 3 clusters Score -1.235373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -12353730.000000 Penalty: 5707.036621
	Iteration 67Q: 3 clusters Score -1.235373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -12353739.000000 Penalty: 5707.036621
	Iteration 68Q: 3 clusters Score -1.235374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -12353739.000000 Penalty: 5707.036621
	Iteration 69F: 3 clusters Score -1.235374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Entering Unmasked Estep 
Score: -9956614.000000 Penalty: 2810.980713
	Iteration 0F: 2 clusters Score -9956614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -9900684.000000 Penalty: 5621.961426
	Iteration 0F: 3 clusters Score -9900684 nChanged 39361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -9922788.000000 Penalty: 5621.961426
	Iteration 1F: 3 clusters Score -9922788 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -9923362.000000 Penalty: 5621.961426
	Iteration 2Q: 3 clusters Score -9923362 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -9923946.000000 Penalty: 5621.961426
	Iteration 3Q: 3 clusters Score -9923946 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -9924625.000000 Penalty: 5621.961426
	Iteration 4Q: 3 clusters Score -9924625 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -9925389.000000 Penalty: 5621.961426
	Iteration 5Q: 3 clusters Score -9925389 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -9926349.000000 Penalty: 5621.961426
	Iteration 6Q: 3 clusters Score -9926349 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -9927572.000000 Penalty: 5621.961426
	Iteration 7Q: 3 clusters Score -9927572 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -9929599.000000 Penalty: 5621.961426
	Iteration 8Q: 3 clusters Score -9929599 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -9932647.000000 Penalty: 5621.961426
	Iteration 9F: 3 clusters Score -9932647 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -9936911.000000 Penalty: 5621.961426
	Iteration 10F: 3 clusters Score -9936911 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -9941712.000000 Penalty: 5621.961426
	Iteration 11F: 3 clusters Score -9941712 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 66958 members 
Entering Unmasked Estep 
Score: -9945591.000000 Penalty: 5621.961426
	Iteration 12F: 3 clusters Score -9945591 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -9948434.000000 Penalty: 5621.961426
	Iteration 13Q: 3 clusters Score -9948434 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -9950441.000000 Penalty: 5621.961426
	Iteration 14Q: 3 clusters Score -9950441 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -9951761.000000 Penalty: 5621.961426
	Iteration 15Q: 3 clusters Score -9951761 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -9952633.000000 Penalty: 5621.961426
	Iteration 16Q: 3 clusters Score -9952633 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -9953310.000000 Penalty: 5621.961426
	Iteration 17Q: 3 clusters Score -9953310 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -9953730.000000 Penalty: 5621.961426
	Iteration 18Q: 3 clusters Score -9953730 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -9954016.000000 Penalty: 5621.961426
	Iteration 19Q: 3 clusters Score -9954016 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -9954212.000000 Penalty: 5621.961426
	Iteration 20F: 3 clusters Score -9954212 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -9954353.000000 Penalty: 5621.961426
	Iteration 21Q: 3 clusters Score -9954353 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -9954442.000000 Penalty: 5621.961426
	Iteration 22Q: 3 clusters Score -9954442 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -9954555.000000 Penalty: 5621.961426
	Iteration 23Q: 3 clusters Score -9954555 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -9954641.000000 Penalty: 5621.961426
	Iteration 24Q: 3 clusters Score -9954641 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -9954686.000000 Penalty: 5621.961426
	Iteration 25Q: 3 clusters Score -9954686 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -9954726.000000 Penalty: 5621.961426
	Iteration 26Q: 3 clusters Score -9954726 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -9954749.000000 Penalty: 5621.961426
	Iteration 27Q: 3 clusters Score -9954749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -9954785.000000 Penalty: 5621.961426
	Iteration 28Q: 3 clusters Score -9954785 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -9954808.000000 Penalty: 5621.961426
	Iteration 29Q: 3 clusters Score -9954808 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -9954837.000000 Penalty: 5621.961426
	Iteration 30Q: 3 clusters Score -9954837 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -9954853.000000 Penalty: 5621.961426
	Iteration 31Q: 3 clusters Score -9954853 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -9954856.000000 Penalty: 5621.961426
	Iteration 32Q: 3 clusters Score -9954856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -9954875.000000 Penalty: 5621.961426
	Iteration 33Q: 3 clusters Score -9954875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -9954902.000000 Penalty: 5621.961426
	Iteration 34Q: 3 clusters Score -9954902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -9954915.000000 Penalty: 5621.961426
	Iteration 35Q: 3 clusters Score -9954915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -9954920.000000 Penalty: 5621.961426
	Iteration 36Q: 3 clusters Score -9954920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -9954925.000000 Penalty: 5621.961426
	Iteration 37Q: 3 clusters Score -9954925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -9954943.000000 Penalty: 5621.961426
	Iteration 38Q: 3 clusters Score -9954943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -9954945.000000 Penalty: 5621.961426
	Iteration 39Q: 3 clusters Score -9954945 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -9954959.000000 Penalty: 5621.961426
	Iteration 40F: 3 clusters Score -9954959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -9954976.000000 Penalty: 5621.961426
	Iteration 41Q: 3 clusters Score -9954976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -9954984.000000 Penalty: 5621.961426
	Iteration 42Q: 3 clusters Score -9954984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -9954983.000000 Penalty: 5621.961426
	Iteration 43Q: 3 clusters Score -9954983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -9954981.000000 Penalty: 5621.961426
	Iteration 44Q: 3 clusters Score -9954981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -9954985.000000 Penalty: 5621.961426
	Iteration 45Q: 3 clusters Score -9954985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -9955008.000000 Penalty: 5621.961426
	Iteration 46Q: 3 clusters Score -9955008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -9955001.000000 Penalty: 5621.961426
	Iteration 47Q: 3 clusters Score -9955001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -9955006.000000 Penalty: 5621.961426
	Iteration 48Q: 3 clusters Score -9955006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -9955007.000000 Penalty: 5621.961426
	Iteration 49Q: 3 clusters Score -9955007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -9955018.000000 Penalty: 5621.961426
	Iteration 50Q: 3 clusters Score -9955018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -9955018.000000 Penalty: 5621.961426
	Iteration 51Q: 3 clusters Score -9955018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -9955015.000000 Penalty: 5621.961426
	Iteration 52Q: 3 clusters Score -9955015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -9955016.000000 Penalty: 5621.961426
	Iteration 53Q: 3 clusters Score -9955016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9955008.000000 Penalty: 5621.961426
	Iteration 54Q: 3 clusters Score -9955008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -9955012.000000 Penalty: 5621.961426
	Iteration 55Q: 3 clusters Score -9955012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -9955021.000000 Penalty: 5621.961426
	Iteration 56Q: 3 clusters Score -9955021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -9955006.000000 Penalty: 5621.961426
	Iteration 57Q: 3 clusters Score -9955006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -9955009.000000 Penalty: 5621.961426
	Iteration 58Q: 3 clusters Score -9955009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -9955008.000000 Penalty: 5621.961426
	Iteration 59Q: 3 clusters Score -9955008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -9955008.000000 Penalty: 5621.961426
	Iteration 60F: 3 clusters Score -9955008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -9955011.000000 Penalty: 5621.961426
	Iteration 61Q: 3 clusters Score -9955011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -9955005.000000 Penalty: 5621.961426
	Iteration 62Q: 3 clusters Score -9955005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -9955007.000000 Penalty: 5621.961426
	Iteration 63Q: 3 clusters Score -9955007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -9955002.000000 Penalty: 5621.961426
	Iteration 64Q: 3 clusters Score -9955002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -9955002.000000 Penalty: 5621.961426
	Iteration 65Q: 3 clusters Score -9955002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -9955006.000000 Penalty: 5621.961426
	Iteration 66Q: 3 clusters Score -9955006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -9955008.000000 Penalty: 5621.961426
	Iteration 67Q: 3 clusters Score -9955008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -9955008.000000 Penalty: 5621.961426
	Iteration 68Q: 3 clusters Score -9955008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -9955018.000000 Penalty: 5621.961426
	Iteration 69Q: 3 clusters Score -9955018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -9955022.000000 Penalty: 5621.961426
	Iteration 70Q: 3 clusters Score -9955022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -9955024.000000 Penalty: 5621.961426
	Iteration 71Q: 3 clusters Score -9955024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -9955034.000000 Penalty: 5621.961426
	Iteration 72Q: 3 clusters Score -9955034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -9955028.000000 Penalty: 5621.961426
	Iteration 73Q: 3 clusters Score -9955028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -9955036.000000 Penalty: 5621.961426
	Iteration 74Q: 3 clusters Score -9955036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -9955029.000000 Penalty: 5621.961426
	Iteration 75Q: 3 clusters Score -9955029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9955022.000000 Penalty: 5621.961426
	Iteration 76Q: 3 clusters Score -9955022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -9955019.000000 Penalty: 5621.961426
	Iteration 77Q: 3 clusters Score -9955019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9955015.000000 Penalty: 5621.961426
	Iteration 78Q: 3 clusters Score -9955015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -9955016.000000 Penalty: 5621.961426
	Iteration 79Q: 3 clusters Score -9955016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9955031.000000 Penalty: 5621.961426
	Iteration 80F: 3 clusters Score -9955031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -9955030.000000 Penalty: 5621.961426
	Iteration 81Q: 3 clusters Score -9955030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9955034.000000 Penalty: 5621.961426
	Iteration 82Q: 3 clusters Score -9955034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -9955027.000000 Penalty: 5621.961426
	Iteration 83Q: 3 clusters Score -9955027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -9955028.000000 Penalty: 5621.961426
	Iteration 84Q: 3 clusters Score -9955028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -9955022.000000 Penalty: 5621.961426
	Iteration 85Q: 3 clusters Score -9955022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9955018.000000 Penalty: 5621.961426
	Iteration 86Q: 3 clusters Score -9955018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9955023.000000 Penalty: 5621.961426
	Iteration 87Q: 3 clusters Score -9955023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9955022.000000 Penalty: 5621.961426
	Iteration 88Q: 3 clusters Score -9955022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -9955022.000000 Penalty: 5621.961426
	Iteration 89F: 3 clusters Score -9955022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Entering Unmasked Estep 
Score: -13170449.000000 Penalty: 2869.971680
	Iteration 0F: 2 clusters Score -1.317045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -13099404.000000 Penalty: 5739.943359
	Iteration 0F: 3 clusters Score -1.30994e+07 nChanged 50363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -13128348.000000 Penalty: 5739.943359
	Iteration 1F: 3 clusters Score -1.312835e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -13129492.000000 Penalty: 5739.943359
	Iteration 2Q: 3 clusters Score -1.312949e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -13130859.000000 Penalty: 5739.943359
	Iteration 3Q: 3 clusters Score -1.313086e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -13132716.000000 Penalty: 5739.943359
	Iteration 4Q: 3 clusters Score -1.313272e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -13135035.000000 Penalty: 5739.943359
	Iteration 5F: 3 clusters Score -1.313504e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -13138097.000000 Penalty: 5739.943359
	Iteration 6F: 3 clusters Score -1.31381e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -13141731.000000 Penalty: 5739.943359
	Iteration 7F: 3 clusters Score -1.314173e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -13145730.000000 Penalty: 5739.943359
	Iteration 8F: 3 clusters Score -1.314573e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -13150487.000000 Penalty: 5739.943359
	Iteration 9F: 3 clusters Score -1.315049e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -13155529.000000 Penalty: 5739.943359
	Iteration 10F: 3 clusters Score -1.315553e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -13160157.000000 Penalty: 5739.943359
	Iteration 11F: 3 clusters Score -1.316016e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -13163693.000000 Penalty: 5739.943359
	Iteration 12Q: 3 clusters Score -1.316369e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -13165868.000000 Penalty: 5739.943359
	Iteration 13Q: 3 clusters Score -1.316587e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 104911 members 
Entering Unmasked Estep 
Score: -13166963.000000 Penalty: 5739.943359
	Iteration 14Q: 3 clusters Score -1.316696e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -13167407.000000 Penalty: 5739.943359
	Iteration 15Q: 3 clusters Score -1.316741e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -13167650.000000 Penalty: 5739.943359
	Iteration 16Q: 3 clusters Score -1.316765e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -13167766.000000 Penalty: 5739.943359
	Iteration 17Q: 3 clusters Score -1.316777e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -13167815.000000 Penalty: 5739.943359
	Iteration 18Q: 3 clusters Score -1.316782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -13167878.000000 Penalty: 5739.943359
	Iteration 19Q: 3 clusters Score -1.316788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 105826 members 
Entering Unmasked Estep 
Score: -13167902.000000 Penalty: 5739.943359
	Iteration 20F: 3 clusters Score -1.31679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -13167917.000000 Penalty: 5739.943359
	Iteration 21Q: 3 clusters Score -1.316792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -13167952.000000 Penalty: 5739.943359
	Iteration 22Q: 3 clusters Score -1.316795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105846 members 
Entering Unmasked Estep 
Score: -13167963.000000 Penalty: 5739.943359
	Iteration 23Q: 3 clusters Score -1.316796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 105849 members 
Entering Unmasked Estep 
Score: -13167978.000000 Penalty: 5739.943359
	Iteration 24Q: 3 clusters Score -1.316798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -13167993.000000 Penalty: 5739.943359
	Iteration 25Q: 3 clusters Score -1.316799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 105860 members 
Entering Unmasked Estep 
Score: -13168011.000000 Penalty: 5739.943359
	Iteration 26Q: 3 clusters Score -1.316801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -13168019.000000 Penalty: 5739.943359
	Iteration 27Q: 3 clusters Score -1.316802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -13168015.000000 Penalty: 5739.943359
	Iteration 28Q: 3 clusters Score -1.316802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -13168033.000000 Penalty: 5739.943359
	Iteration 29Q: 3 clusters Score -1.316803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -13168033.000000 Penalty: 5739.943359
	Iteration 30Q: 3 clusters Score -1.316803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -13168042.000000 Penalty: 5739.943359
	Iteration 31Q: 3 clusters Score -1.316804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -13168038.000000 Penalty: 5739.943359
	Iteration 32Q: 3 clusters Score -1.316804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105870 members 
Entering Unmasked Estep 
Score: -13168038.000000 Penalty: 5739.943359
	Iteration 33F: 3 clusters Score -1.316804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -429214.718750 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -429214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -425582.125000 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -425582.1 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -426404.281250 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -426404.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -426593.281250 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -426593.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -426716.062500 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -426716.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -426827.093750 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -426827.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -426942.000000 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -426942 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -427056.625000 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -427056.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -427191.750000 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -427191.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -427307.031250 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -427307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -427424.562500 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -427424.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -427538.093750 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -427538.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -427647.250000 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -427647.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -427740.750000 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -427740.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -427822.218750 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -427822.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -427888.968750 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -427889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -427939.812500 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -427939.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -427977.750000 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -427977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -428003.218750 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -428003.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -428020.500000 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -428020.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -428032.593750 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -428032.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -428040.687500 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -428040.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -428047.187500 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -428047.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -428058.031250 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -428058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -428064.031250 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -428064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -428068.750000 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -428068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -428071.968750 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -428072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -428073.843750 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -428073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -428076.250000 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -428076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -428078.812500 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -428078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -428080.750000 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -428080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -428081.375000 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -428081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -428084.531250 Penalty: 4056.604736
	Iteration 31Q: 3 clusters Score -428084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -428086.000000 Penalty: 4056.604736
	Iteration 32Q: 3 clusters Score -428086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -428087.750000 Penalty: 4056.604736
	Iteration 33Q: 3 clusters Score -428087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -428087.937500 Penalty: 4056.604736
	Iteration 34Q: 3 clusters Score -428087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -428088.031250 Penalty: 4056.604736
	Iteration 35Q: 3 clusters Score -428088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -428088.593750 Penalty: 4056.604736
	Iteration 36Q: 3 clusters Score -428088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -428088.593750 Penalty: 4056.604736
	Iteration 37F: 3 clusters Score -428088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -528228.500000 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -528228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -524091.000000 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -524091 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -525061.062500 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -525061.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -525269.000000 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -525269 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -525386.687500 Penalty: 4161.009766
	Iteration 3F: 3 clusters Score -525386.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -525475.812500 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -525475.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -525552.875000 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -525552.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -525615.125000 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -525615.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -525666.312500 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -525666.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -525722.375000 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -525722.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -525770.312500 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -525770.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -525817.875000 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -525817.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -525875.750000 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -525875.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -525941.937500 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -525941.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -526013.875000 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -526013.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -526099.750000 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -526099.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -526222.062500 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -526222.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -526435.062500 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -526435.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -526711.687500 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -526711.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -526951.562500 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -526951.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -527126.375000 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -527126.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -527293.000000 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -527293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -527418.750000 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -527418.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -527515.875000 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -527515.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -527573.437500 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -527573.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -527611.875000 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -527611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -527632.875000 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -527632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -527643.187500 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -527643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -527649.187500 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -527649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -527654.125000 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -527654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -527658.312500 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -527658.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -527660.750000 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -527660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -527663.875000 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -527663.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -527664.437500 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -527664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -527665.500000 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -527665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -527667.312500 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -527667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -527667.250000 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -527667.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -527667.250000 Penalty: 4161.009766
	Iteration 36F: 3 clusters Score -527667.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Entering Unmasked Estep 
Score: -604702.687500 Penalty: 2123.275146
	Iteration 0F: 2 clusters Score -604702.7 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 2577 members 
Entering Unmasked Estep 
Score: -600140.687500 Penalty: 4246.550293
	Iteration 0F: 3 clusters Score -600140.7 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -601251.000000 Penalty: 4246.550293
	Iteration 1F: 3 clusters Score -601251 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -601522.812500 Penalty: 4246.550293
	Iteration 2F: 3 clusters Score -601522.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -601749.375000 Penalty: 4246.550293
	Iteration 3F: 3 clusters Score -601749.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -601910.750000 Penalty: 4246.550293
	Iteration 4F: 3 clusters Score -601910.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -602033.875000 Penalty: 4246.550293
	Iteration 5Q: 3 clusters Score -602033.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -602159.812500 Penalty: 4246.550293
	Iteration 6Q: 3 clusters Score -602159.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -602254.937500 Penalty: 4246.550293
	Iteration 7Q: 3 clusters Score -602254.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -602344.437500 Penalty: 4246.550293
	Iteration 8Q: 3 clusters Score -602344.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -602446.375000 Penalty: 4246.550293
	Iteration 9Q: 3 clusters Score -602446.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -602542.750000 Penalty: 4246.550293
	Iteration 10Q: 3 clusters Score -602542.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -602624.562500 Penalty: 4246.550293
	Iteration 11Q: 3 clusters Score -602624.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -602689.125000 Penalty: 4246.550293
	Iteration 12Q: 3 clusters Score -602689.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -602750.312500 Penalty: 4246.550293
	Iteration 13Q: 3 clusters Score -602750.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -602812.187500 Penalty: 4246.550293
	Iteration 14Q: 3 clusters Score -602812.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -602861.250000 Penalty: 4246.550293
	Iteration 15Q: 3 clusters Score -602861.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -602896.937500 Penalty: 4246.550293
	Iteration 16Q: 3 clusters Score -602896.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -602930.375000 Penalty: 4246.550293
	Iteration 17Q: 3 clusters Score -602930.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -602952.687500 Penalty: 4246.550293
	Iteration 18Q: 3 clusters Score -602952.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -602979.125000 Penalty: 4246.550293
	Iteration 19Q: 3 clusters Score -602979.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -602996.000000 Penalty: 4246.550293
	Iteration 20F: 3 clusters Score -602996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -603012.812500 Penalty: 4246.550293
	Iteration 21Q: 3 clusters Score -603012.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -603025.437500 Penalty: 4246.550293
	Iteration 22Q: 3 clusters Score -603025.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -603040.000000 Penalty: 4246.550293
	Iteration 23Q: 3 clusters Score -603040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -603054.250000 Penalty: 4246.550293
	Iteration 24Q: 3 clusters Score -603054.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -603068.250000 Penalty: 4246.550293
	Iteration 25Q: 3 clusters Score -603068.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -603083.750000 Penalty: 4246.550293
	Iteration 26Q: 3 clusters Score -603083.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -603096.375000 Penalty: 4246.550293
	Iteration 27Q: 3 clusters Score -603096.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -603120.375000 Penalty: 4246.550293
	Iteration 28Q: 3 clusters Score -603120.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -603135.000000 Penalty: 4246.550293
	Iteration 29Q: 3 clusters Score -603135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -603158.500000 Penalty: 4246.550293
	Iteration 30Q: 3 clusters Score -603158.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -603176.750000 Penalty: 4246.550293
	Iteration 31Q: 3 clusters Score -603176.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -603194.687500 Penalty: 4246.550293
	Iteration 32Q: 3 clusters Score -603194.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -603212.312500 Penalty: 4246.550293
	Iteration 33Q: 3 clusters Score -603212.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -603231.187500 Penalty: 4246.550293
	Iteration 34Q: 3 clusters Score -603231.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -603250.750000 Penalty: 4246.550293
	Iteration 35Q: 3 clusters Score -603250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -603267.312500 Penalty: 4246.550293
	Iteration 36Q: 3 clusters Score -603267.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -603274.687500 Penalty: 4246.550293
	Iteration 37Q: 3 clusters Score -603274.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -603281.687500 Penalty: 4246.550293
	Iteration 38Q: 3 clusters Score -603281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -603291.937500 Penalty: 4246.550293
	Iteration 39Q: 3 clusters Score -603291.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -603303.312500 Penalty: 4246.550293
	Iteration 40F: 3 clusters Score -603303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -603305.312500 Penalty: 4246.550293
	Iteration 41Q: 3 clusters Score -603305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -603307.250000 Penalty: 4246.550293
	Iteration 42Q: 3 clusters Score -603307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -603308.687500 Penalty: 4246.550293
	Iteration 43Q: 3 clusters Score -603308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -603310.000000 Penalty: 4246.550293
	Iteration 44Q: 3 clusters Score -603310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -603314.500000 Penalty: 4246.550293
	Iteration 45Q: 3 clusters Score -603314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -603315.437500 Penalty: 4246.550293
	Iteration 46Q: 3 clusters Score -603315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -603319.125000 Penalty: 4246.550293
	Iteration 47Q: 3 clusters Score -603319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -603321.187500 Penalty: 4246.550293
	Iteration 48Q: 3 clusters Score -603321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -603320.500000 Penalty: 4246.550293
	Iteration 49Q: 3 clusters Score -603320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -603320.500000 Penalty: 4246.550293
	Iteration 50F: 3 clusters Score -603320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Entering Unmasked Estep 
Score: -19678742.000000 Penalty: 2969.298828
	Iteration 0F: 2 clusters Score -1.967874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -19573826.000000 Penalty: 5938.597656
	Iteration 0F: 3 clusters Score -1.957383e+07 nChanged 75409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -19618642.000000 Penalty: 5938.597656
	Iteration 1F: 3 clusters Score -1.961864e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89070 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -19620812.000000 Penalty: 5938.597656
	Iteration 2Q: 3 clusters Score -1.962081e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -19624840.000000 Penalty: 5938.597656
	Iteration 3F: 3 clusters Score -1.962484e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103166 members 
Mstep: Class 2 contains 55250 members 
Entering Unmasked Estep 
Score: -19630908.000000 Penalty: 5938.597656
	Iteration 4F: 3 clusters Score -1.963091e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -19639804.000000 Penalty: 5938.597656
	Iteration 5F: 3 clusters Score -1.96398e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124135 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -19650588.000000 Penalty: 5938.597656
	Iteration 6F: 3 clusters Score -1.965059e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133983 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -19660626.000000 Penalty: 5938.597656
	Iteration 7F: 3 clusters Score -1.966063e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -19667624.000000 Penalty: 5938.597656
	Iteration 8F: 3 clusters Score -1.966762e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -19671912.000000 Penalty: 5938.597656
	Iteration 9Q: 3 clusters Score -1.967191e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -19674276.000000 Penalty: 5938.597656
	Iteration 10Q: 3 clusters Score -1.967428e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -19675518.000000 Penalty: 5938.597656
	Iteration 11Q: 3 clusters Score -1.967552e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150602 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -19676194.000000 Penalty: 5938.597656
	Iteration 12Q: 3 clusters Score -1.967619e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151342 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -19676602.000000 Penalty: 5938.597656
	Iteration 13Q: 3 clusters Score -1.96766e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -19676874.000000 Penalty: 5938.597656
	Iteration 14Q: 3 clusters Score -1.967687e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -19677028.000000 Penalty: 5938.597656
	Iteration 15Q: 3 clusters Score -1.967703e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -19677088.000000 Penalty: 5938.597656
	Iteration 16Q: 3 clusters Score -1.967709e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -19677234.000000 Penalty: 5938.597656
	Iteration 17Q: 3 clusters Score -1.967723e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -19677222.000000 Penalty: 5938.597656
	Iteration 18Q: 3 clusters Score -1.967722e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153638 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -19677246.000000 Penalty: 5938.597656
	Iteration 19Q: 3 clusters Score -1.967725e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -19677300.000000 Penalty: 5938.597656
	Iteration 20F: 3 clusters Score -1.96773e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -19677312.000000 Penalty: 5938.597656
	Iteration 21Q: 3 clusters Score -1.967731e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154167 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -19677326.000000 Penalty: 5938.597656
	Iteration 22Q: 3 clusters Score -1.967733e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154303 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -19677358.000000 Penalty: 5938.597656
	Iteration 23Q: 3 clusters Score -1.967736e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154419 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -19677392.000000 Penalty: 5938.597656
	Iteration 24Q: 3 clusters Score -1.967739e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154504 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -19677404.000000 Penalty: 5938.597656
	Iteration 25Q: 3 clusters Score -1.96774e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -19677422.000000 Penalty: 5938.597656
	Iteration 26Q: 3 clusters Score -1.967742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -19677460.000000 Penalty: 5938.597656
	Iteration 27Q: 3 clusters Score -1.967746e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19677464.000000 Penalty: 5938.597656
	Iteration 28Q: 3 clusters Score -1.967746e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -19677466.000000 Penalty: 5938.597656
	Iteration 29Q: 3 clusters Score -1.967747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -19677442.000000 Penalty: 5938.597656
	Iteration 30Q: 3 clusters Score -1.967744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -19677466.000000 Penalty: 5938.597656
	Iteration 31Q: 3 clusters Score -1.967747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -19677442.000000 Penalty: 5938.597656
	Iteration 32Q: 3 clusters Score -1.967744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -19677470.000000 Penalty: 5938.597656
	Iteration 33Q: 3 clusters Score -1.967747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -19677474.000000 Penalty: 5938.597656
	Iteration 34Q: 3 clusters Score -1.967747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -19677474.000000 Penalty: 5938.597656
	Iteration 35Q: 3 clusters Score -1.967747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -19677474.000000 Penalty: 5938.597656
	Iteration 36Q: 3 clusters Score -1.967747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -19677502.000000 Penalty: 5938.597656
	Iteration 37Q: 3 clusters Score -1.96775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -19677502.000000 Penalty: 5938.597656
	Iteration 38Q: 3 clusters Score -1.96775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154978 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -19677484.000000 Penalty: 5938.597656
	Iteration 39Q: 3 clusters Score -1.967748e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -19677512.000000 Penalty: 5938.597656
	Iteration 40F: 3 clusters Score -1.967751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19677496.000000 Penalty: 5938.597656
	Iteration 41Q: 3 clusters Score -1.96775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155020 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -19677488.000000 Penalty: 5938.597656
	Iteration 42Q: 3 clusters Score -1.967749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -19677494.000000 Penalty: 5938.597656
	Iteration 43Q: 3 clusters Score -1.967749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -19677504.000000 Penalty: 5938.597656
	Iteration 44Q: 3 clusters Score -1.96775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155063 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -19677514.000000 Penalty: 5938.597656
	Iteration 45Q: 3 clusters Score -1.967751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -19677490.000000 Penalty: 5938.597656
	Iteration 46Q: 3 clusters Score -1.967749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155087 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -19677492.000000 Penalty: 5938.597656
	Iteration 47Q: 3 clusters Score -1.967749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155097 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -19677502.000000 Penalty: 5938.597656
	Iteration 48Q: 3 clusters Score -1.96775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -19677496.000000 Penalty: 5938.597656
	Iteration 49Q: 3 clusters Score -1.96775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -19677504.000000 Penalty: 5938.597656
	Iteration 50Q: 3 clusters Score -1.96775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155120 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -19677516.000000 Penalty: 5938.597656
	Iteration 51Q: 3 clusters Score -1.967752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -19677510.000000 Penalty: 5938.597656
	Iteration 52Q: 3 clusters Score -1.967751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -19677508.000000 Penalty: 5938.597656
	Iteration 53Q: 3 clusters Score -1.967751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19677504.000000 Penalty: 5938.597656
	Iteration 54Q: 3 clusters Score -1.96775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -19677506.000000 Penalty: 5938.597656
	Iteration 55Q: 3 clusters Score -1.967751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155159 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -19677508.000000 Penalty: 5938.597656
	Iteration 56Q: 3 clusters Score -1.967751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -19677500.000000 Penalty: 5938.597656
	Iteration 57Q: 3 clusters Score -1.96775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -19677510.000000 Penalty: 5938.597656
	Iteration 58Q: 3 clusters Score -1.967751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -19677518.000000 Penalty: 5938.597656
	Iteration 59Q: 3 clusters Score -1.967752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -19677518.000000 Penalty: 5938.597656
	Iteration 60F: 3 clusters Score -1.967752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197477 members 
Entering Unmasked Estep 
Score: -24195066.000000 Penalty: 3023.957520
	Iteration 0F: 2 clusters Score -2.419507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -24066544.000000 Penalty: 6047.915039
	Iteration 0F: 3 clusters Score -2.406654e+07 nChanged 94819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -24121454.000000 Penalty: 6047.915039
	Iteration 1F: 3 clusters Score -2.412145e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103729 members 
Mstep: Class 2 contains 93748 members 
Entering Unmasked Estep 
Score: -24122638.000000 Penalty: 6047.915039
	Iteration 2Q: 3 clusters Score -2.412264e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -24124360.000000 Penalty: 6047.915039
	Iteration 3Q: 3 clusters Score -2.412436e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -24126894.000000 Penalty: 6047.915039
	Iteration 4Q: 3 clusters Score -2.412689e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -24131550.000000 Penalty: 6047.915039
	Iteration 5Q: 3 clusters Score -2.413155e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -24138754.000000 Penalty: 6047.915039
	Iteration 6Q: 3 clusters Score -2.413875e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -24148146.000000 Penalty: 6047.915039
	Iteration 7F: 3 clusters Score -2.414815e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -24157656.000000 Penalty: 6047.915039
	Iteration 8F: 3 clusters Score -2.415766e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -24166130.000000 Penalty: 6047.915039
	Iteration 9F: 3 clusters Score -2.416613e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153781 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -24172998.000000 Penalty: 6047.915039
	Iteration 10Q: 3 clusters Score -2.4173e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -24177466.000000 Penalty: 6047.915039
	Iteration 11Q: 3 clusters Score -2.417747e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160095 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -24180526.000000 Penalty: 6047.915039
	Iteration 12Q: 3 clusters Score -2.418053e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162598 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -24182354.000000 Penalty: 6047.915039
	Iteration 13Q: 3 clusters Score -2.418235e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -24183374.000000 Penalty: 6047.915039
	Iteration 14Q: 3 clusters Score -2.418337e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -24184182.000000 Penalty: 6047.915039
	Iteration 15Q: 3 clusters Score -2.418418e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -24184734.000000 Penalty: 6047.915039
	Iteration 16Q: 3 clusters Score -2.418473e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -24185388.000000 Penalty: 6047.915039
	Iteration 17Q: 3 clusters Score -2.418539e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -24185916.000000 Penalty: 6047.915039
	Iteration 18Q: 3 clusters Score -2.418592e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176804 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -24186606.000000 Penalty: 6047.915039
	Iteration 19Q: 3 clusters Score -2.418661e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179113 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -24187166.000000 Penalty: 6047.915039
	Iteration 20F: 3 clusters Score -2.418717e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181391 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -24187748.000000 Penalty: 6047.915039
	Iteration 21Q: 3 clusters Score -2.418775e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183578 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -24188396.000000 Penalty: 6047.915039
	Iteration 22Q: 3 clusters Score -2.41884e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185620 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -24188962.000000 Penalty: 6047.915039
	Iteration 23Q: 3 clusters Score -2.418896e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187482 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -24189430.000000 Penalty: 6047.915039
	Iteration 24Q: 3 clusters Score -2.418943e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -24189944.000000 Penalty: 6047.915039
	Iteration 25Q: 3 clusters Score -2.418994e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190492 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -24190424.000000 Penalty: 6047.915039
	Iteration 26Q: 3 clusters Score -2.419042e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191673 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -24190750.000000 Penalty: 6047.915039
	Iteration 27Q: 3 clusters Score -2.419075e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192666 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -24191060.000000 Penalty: 6047.915039
	Iteration 28Q: 3 clusters Score -2.419106e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193450 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -24191226.000000 Penalty: 6047.915039
	Iteration 29Q: 3 clusters Score -2.419123e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194120 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -24191490.000000 Penalty: 6047.915039
	Iteration 30Q: 3 clusters Score -2.419149e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194628 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -24191692.000000 Penalty: 6047.915039
	Iteration 31Q: 3 clusters Score -2.419169e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195019 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -24191830.000000 Penalty: 6047.915039
	Iteration 32Q: 3 clusters Score -2.419183e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195333 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -24191984.000000 Penalty: 6047.915039
	Iteration 33Q: 3 clusters Score -2.419198e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195567 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -24192066.000000 Penalty: 6047.915039
	Iteration 34Q: 3 clusters Score -2.419207e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195752 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -24192178.000000 Penalty: 6047.915039
	Iteration 35Q: 3 clusters Score -2.419218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195907 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -24192268.000000 Penalty: 6047.915039
	Iteration 36Q: 3 clusters Score -2.419227e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196022 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -24192350.000000 Penalty: 6047.915039
	Iteration 37Q: 3 clusters Score -2.419235e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196106 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -24192378.000000 Penalty: 6047.915039
	Iteration 38Q: 3 clusters Score -2.419238e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196174 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24192390.000000 Penalty: 6047.915039
	Iteration 39Q: 3 clusters Score -2.419239e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196220 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -24192432.000000 Penalty: 6047.915039
	Iteration 40F: 3 clusters Score -2.419243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196269 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -24192458.000000 Penalty: 6047.915039
	Iteration 41Q: 3 clusters Score -2.419246e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196301 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -24192476.000000 Penalty: 6047.915039
	Iteration 42Q: 3 clusters Score -2.419248e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196331 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -24192470.000000 Penalty: 6047.915039
	Iteration 43Q: 3 clusters Score -2.419247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196356 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24192486.000000 Penalty: 6047.915039
	Iteration 44Q: 3 clusters Score -2.419249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196379 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -24192490.000000 Penalty: 6047.915039
	Iteration 45Q: 3 clusters Score -2.419249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196400 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -24192520.000000 Penalty: 6047.915039
	Iteration 46Q: 3 clusters Score -2.419252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24192516.000000 Penalty: 6047.915039
	Iteration 47Q: 3 clusters Score -2.419252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -24192534.000000 Penalty: 6047.915039
	Iteration 48Q: 3 clusters Score -2.419253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196455 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -24192562.000000 Penalty: 6047.915039
	Iteration 49Q: 3 clusters Score -2.419256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196470 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -24192588.000000 Penalty: 6047.915039
	Iteration 50Q: 3 clusters Score -2.419259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196480 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -24192594.000000 Penalty: 6047.915039
	Iteration 51Q: 3 clusters Score -2.419259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196500 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -24192606.000000 Penalty: 6047.915039
	Iteration 52Q: 3 clusters Score -2.419261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196510 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -24192604.000000 Penalty: 6047.915039
	Iteration 53Q: 3 clusters Score -2.41926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196519 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -24192610.000000 Penalty: 6047.915039
	Iteration 54Q: 3 clusters Score -2.419261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -24192610.000000 Penalty: 6047.915039
	Iteration 55Q: 3 clusters Score -2.419261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196529 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -24192608.000000 Penalty: 6047.915039
	Iteration 56Q: 3 clusters Score -2.419261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196530 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -24192606.000000 Penalty: 6047.915039
	Iteration 57Q: 3 clusters Score -2.419261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -24192604.000000 Penalty: 6047.915039
	Iteration 58Q: 3 clusters Score -2.41926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -24192614.000000 Penalty: 6047.915039
	Iteration 59Q: 3 clusters Score -2.419261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196538 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -24192618.000000 Penalty: 6047.915039
	Iteration 60F: 3 clusters Score -2.419262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196542 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -24192610.000000 Penalty: 6047.915039
	Iteration 61Q: 3 clusters Score -2.419261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196543 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -24192612.000000 Penalty: 6047.915039
	Iteration 62Q: 3 clusters Score -2.419261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196544 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -24192608.000000 Penalty: 6047.915039
	Iteration 63Q: 3 clusters Score -2.419261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196546 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -24192608.000000 Penalty: 6047.915039
	Iteration 64Q: 3 clusters Score -2.419261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196547 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -24192610.000000 Penalty: 6047.915039
	Iteration 65Q: 3 clusters Score -2.419261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196551 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -24192616.000000 Penalty: 6047.915039
	Iteration 66Q: 3 clusters Score -2.419262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196555 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -24192614.000000 Penalty: 6047.915039
	Iteration 67Q: 3 clusters Score -2.419261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196560 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -24192602.000000 Penalty: 6047.915039
	Iteration 68Q: 3 clusters Score -2.41926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196565 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -24192612.000000 Penalty: 6047.915039
	Iteration 69Q: 3 clusters Score -2.419261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196571 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -24192630.000000 Penalty: 6047.915039
	Iteration 70Q: 3 clusters Score -2.419263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196576 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -24192630.000000 Penalty: 6047.915039
	Iteration 71Q: 3 clusters Score -2.419263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196579 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -24192622.000000 Penalty: 6047.915039
	Iteration 72Q: 3 clusters Score -2.419262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196581 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -24192640.000000 Penalty: 6047.915039
	Iteration 73Q: 3 clusters Score -2.419264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196581 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -24192640.000000 Penalty: 6047.915039
	Iteration 74F: 3 clusters Score -2.419264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Entering Unmasked Estep 
Score: -4795179.000000 Penalty: 2618.202881
	Iteration 0F: 2 clusters Score -4795179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4769027.500000 Penalty: 5236.405762
	Iteration 0F: 3 clusters Score -4769028 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4778595.000000 Penalty: 5236.405762
	Iteration 1F: 3 clusters Score -4778595 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4779028.500000 Penalty: 5236.405762
	Iteration 2Q: 3 clusters Score -4779028 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4779404.000000 Penalty: 5236.405762
	Iteration 3Q: 3 clusters Score -4779404 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4779760.500000 Penalty: 5236.405762
	Iteration 4Q: 3 clusters Score -4779760 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4780079.500000 Penalty: 5236.405762
	Iteration 5Q: 3 clusters Score -4780080 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4780427.500000 Penalty: 5236.405762
	Iteration 6Q: 3 clusters Score -4780428 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4780772.000000 Penalty: 5236.405762
	Iteration 7Q: 3 clusters Score -4780772 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4781219.500000 Penalty: 5236.405762
	Iteration 8Q: 3 clusters Score -4781220 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4781824.500000 Penalty: 5236.405762
	Iteration 9Q: 3 clusters Score -4781824 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4782665.000000 Penalty: 5236.405762
	Iteration 10Q: 3 clusters Score -4782665 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4783813.500000 Penalty: 5236.405762
	Iteration 11Q: 3 clusters Score -4783814 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4785222.000000 Penalty: 5236.405762
	Iteration 12Q: 3 clusters Score -4785222 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4786654.500000 Penalty: 5236.405762
	Iteration 13Q: 3 clusters Score -4786654 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4788005.500000 Penalty: 5236.405762
	Iteration 14Q: 3 clusters Score -4788006 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4789037.000000 Penalty: 5236.405762
	Iteration 15Q: 3 clusters Score -4789037 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4789730.000000 Penalty: 5236.405762
	Iteration 16Q: 3 clusters Score -4789730 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4790276.000000 Penalty: 5236.405762
	Iteration 17Q: 3 clusters Score -4790276 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4790712.500000 Penalty: 5236.405762
	Iteration 18Q: 3 clusters Score -4790712 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4791056.000000 Penalty: 5236.405762
	Iteration 19Q: 3 clusters Score -4791056 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4791333.000000 Penalty: 5236.405762
	Iteration 20F: 3 clusters Score -4791333 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4791611.500000 Penalty: 5236.405762
	Iteration 21Q: 3 clusters Score -4791612 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4791828.500000 Penalty: 5236.405762
	Iteration 22Q: 3 clusters Score -4791828 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4792024.000000 Penalty: 5236.405762
	Iteration 23Q: 3 clusters Score -4792024 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4792170.000000 Penalty: 5236.405762
	Iteration 24Q: 3 clusters Score -4792170 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4792296.000000 Penalty: 5236.405762
	Iteration 25Q: 3 clusters Score -4792296 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4792403.500000 Penalty: 5236.405762
	Iteration 26Q: 3 clusters Score -4792404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4792483.500000 Penalty: 5236.405762
	Iteration 27Q: 3 clusters Score -4792484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4792539.000000 Penalty: 5236.405762
	Iteration 28Q: 3 clusters Score -4792539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4792609.500000 Penalty: 5236.405762
	Iteration 29Q: 3 clusters Score -4792610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4792665.500000 Penalty: 5236.405762
	Iteration 30Q: 3 clusters Score -4792666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4792683.000000 Penalty: 5236.405762
	Iteration 31Q: 3 clusters Score -4792683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4792713.500000 Penalty: 5236.405762
	Iteration 32Q: 3 clusters Score -4792714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4792739.000000 Penalty: 5236.405762
	Iteration 33Q: 3 clusters Score -4792739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4792749.000000 Penalty: 5236.405762
	Iteration 34Q: 3 clusters Score -4792749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4792769.500000 Penalty: 5236.405762
	Iteration 35Q: 3 clusters Score -4792770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4792783.500000 Penalty: 5236.405762
	Iteration 36Q: 3 clusters Score -4792784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4792802.000000 Penalty: 5236.405762
	Iteration 37Q: 3 clusters Score -4792802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4792820.500000 Penalty: 5236.405762
	Iteration 38Q: 3 clusters Score -4792820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4792828.000000 Penalty: 5236.405762
	Iteration 39Q: 3 clusters Score -4792828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4792836.000000 Penalty: 5236.405762
	Iteration 40F: 3 clusters Score -4792836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4792846.000000 Penalty: 5236.405762
	Iteration 41Q: 3 clusters Score -4792846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4792854.000000 Penalty: 5236.405762
	Iteration 42Q: 3 clusters Score -4792854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4792859.500000 Penalty: 5236.405762
	Iteration 43Q: 3 clusters Score -4792860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4792859.000000 Penalty: 5236.405762
	Iteration 44Q: 3 clusters Score -4792859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4792864.500000 Penalty: 5236.405762
	Iteration 45Q: 3 clusters Score -4792864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4792864.500000 Penalty: 5236.405762
	Iteration 46Q: 3 clusters Score -4792864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4792872.000000 Penalty: 5236.405762
	Iteration 47Q: 3 clusters Score -4792872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4792866.500000 Penalty: 5236.405762
	Iteration 48Q: 3 clusters Score -4792866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4792868.500000 Penalty: 5236.405762
	Iteration 49Q: 3 clusters Score -4792868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4792866.500000 Penalty: 5236.405762
	Iteration 50Q: 3 clusters Score -4792866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4792870.500000 Penalty: 5236.405762
	Iteration 51Q: 3 clusters Score -4792870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4792871.500000 Penalty: 5236.405762
	Iteration 52Q: 3 clusters Score -4792872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4792872.500000 Penalty: 5236.405762
	Iteration 53Q: 3 clusters Score -4792872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4792872.000000 Penalty: 5236.405762
	Iteration 54Q: 3 clusters Score -4792872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4792872.000000 Penalty: 5236.405762
	Iteration 55F: 3 clusters Score -4792872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Entering Unmasked Estep 
Score: -7088335.500000 Penalty: 2716.217285
	Iteration 0F: 2 clusters Score -7088336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -7050135.500000 Penalty: 5432.434570
	Iteration 0F: 3 clusters Score -7050136 nChanged 26324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -7064492.500000 Penalty: 5432.434570
	Iteration 1F: 3 clusters Score -7064492 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -7065019.000000 Penalty: 5432.434570
	Iteration 2Q: 3 clusters Score -7065019 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -7065508.500000 Penalty: 5432.434570
	Iteration 3Q: 3 clusters Score -7065508 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -7066044.000000 Penalty: 5432.434570
	Iteration 4Q: 3 clusters Score -7066044 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -7066600.500000 Penalty: 5432.434570
	Iteration 5Q: 3 clusters Score -7066600 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -7067392.500000 Penalty: 5432.434570
	Iteration 6Q: 3 clusters Score -7067392 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7068627.500000 Penalty: 5432.434570
	Iteration 7Q: 3 clusters Score -7068628 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -7070673.000000 Penalty: 5432.434570
	Iteration 8F: 3 clusters Score -7070673 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -7073901.000000 Penalty: 5432.434570
	Iteration 9F: 3 clusters Score -7073901 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -7078002.500000 Penalty: 5432.434570
	Iteration 10F: 3 clusters Score -7078002 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7081865.000000 Penalty: 5432.434570
	Iteration 11F: 3 clusters Score -7081865 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7084188.500000 Penalty: 5432.434570
	Iteration 12Q: 3 clusters Score -7084188 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7085188.500000 Penalty: 5432.434570
	Iteration 13Q: 3 clusters Score -7085188 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7085626.500000 Penalty: 5432.434570
	Iteration 14Q: 3 clusters Score -7085626 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7085850.500000 Penalty: 5432.434570
	Iteration 15Q: 3 clusters Score -7085850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7085968.000000 Penalty: 5432.434570
	Iteration 16Q: 3 clusters Score -7085968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7086023.500000 Penalty: 5432.434570
	Iteration 17Q: 3 clusters Score -7086024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7086056.500000 Penalty: 5432.434570
	Iteration 18Q: 3 clusters Score -7086056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7086077.500000 Penalty: 5432.434570
	Iteration 19Q: 3 clusters Score -7086078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7086100.000000 Penalty: 5432.434570
	Iteration 20F: 3 clusters Score -7086100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7086130.500000 Penalty: 5432.434570
	Iteration 21Q: 3 clusters Score -7086130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7086154.000000 Penalty: 5432.434570
	Iteration 22Q: 3 clusters Score -7086154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7086164.500000 Penalty: 5432.434570
	Iteration 23Q: 3 clusters Score -7086164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7086185.500000 Penalty: 5432.434570
	Iteration 24Q: 3 clusters Score -7086186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7086197.500000 Penalty: 5432.434570
	Iteration 25Q: 3 clusters Score -7086198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7086211.000000 Penalty: 5432.434570
	Iteration 26Q: 3 clusters Score -7086211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7086213.500000 Penalty: 5432.434570
	Iteration 27Q: 3 clusters Score -7086214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7086218.000000 Penalty: 5432.434570
	Iteration 28Q: 3 clusters Score -7086218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7086225.000000 Penalty: 5432.434570
	Iteration 29Q: 3 clusters Score -7086225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7086225.500000 Penalty: 5432.434570
	Iteration 30Q: 3 clusters Score -7086226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7086221.000000 Penalty: 5432.434570
	Iteration 31Q: 3 clusters Score -7086221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7086223.000000 Penalty: 5432.434570
	Iteration 32Q: 3 clusters Score -7086223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7086225.500000 Penalty: 5432.434570
	Iteration 33Q: 3 clusters Score -7086226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7086230.500000 Penalty: 5432.434570
	Iteration 34Q: 3 clusters Score -7086230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7086230.500000 Penalty: 5432.434570
	Iteration 35F: 3 clusters Score -7086230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166097 members 
Entering Unmasked Estep 
Score: -20392394.000000 Penalty: 2981.041260
	Iteration 0F: 2 clusters Score -2.039239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -20283114.000000 Penalty: 5962.082520
	Iteration 0F: 3 clusters Score -2.028311e+07 nChanged 79538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -20330786.000000 Penalty: 5962.082520
	Iteration 1F: 3 clusters Score -2.033079e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -20333210.000000 Penalty: 5962.082520
	Iteration 2Q: 3 clusters Score -2.033321e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -20336834.000000 Penalty: 5962.082520
	Iteration 3Q: 3 clusters Score -2.033683e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -20342064.000000 Penalty: 5962.082520
	Iteration 4F: 3 clusters Score -2.034206e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -20349158.000000 Penalty: 5962.082520
	Iteration 5F: 3 clusters Score -2.034916e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 98056 members 
Entering Unmasked Estep 
Score: -20357148.000000 Penalty: 5962.082520
	Iteration 6F: 3 clusters Score -2.035715e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -20364942.000000 Penalty: 5962.082520
	Iteration 7F: 3 clusters Score -2.036494e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -20371330.000000 Penalty: 5962.082520
	Iteration 8F: 3 clusters Score -2.037133e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 110843 members 
Entering Unmasked Estep 
Score: -20374786.000000 Penalty: 5962.082520
	Iteration 9Q: 3 clusters Score -2.037479e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -20376486.000000 Penalty: 5962.082520
	Iteration 10Q: 3 clusters Score -2.037649e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -20377844.000000 Penalty: 5962.082520
	Iteration 11Q: 3 clusters Score -2.037784e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 119861 members 
Entering Unmasked Estep 
Score: -20378980.000000 Penalty: 5962.082520
	Iteration 12Q: 3 clusters Score -2.037898e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 122758 members 
Entering Unmasked Estep 
Score: -20380130.000000 Penalty: 5962.082520
	Iteration 13Q: 3 clusters Score -2.038013e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 125520 members 
Entering Unmasked Estep 
Score: -20381094.000000 Penalty: 5962.082520
	Iteration 14Q: 3 clusters Score -2.038109e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 128227 members 
Entering Unmasked Estep 
Score: -20382184.000000 Penalty: 5962.082520
	Iteration 15Q: 3 clusters Score -2.038218e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 130837 members 
Entering Unmasked Estep 
Score: -20383070.000000 Penalty: 5962.082520
	Iteration 16Q: 3 clusters Score -2.038307e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 133349 members 
Entering Unmasked Estep 
Score: -20383924.000000 Penalty: 5962.082520
	Iteration 17Q: 3 clusters Score -2.038392e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -20384718.000000 Penalty: 5962.082520
	Iteration 18Q: 3 clusters Score -2.038472e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -20385446.000000 Penalty: 5962.082520
	Iteration 19Q: 3 clusters Score -2.038545e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -20386034.000000 Penalty: 5962.082520
	Iteration 20F: 3 clusters Score -2.038603e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 142020 members 
Entering Unmasked Estep 
Score: -20386740.000000 Penalty: 5962.082520
	Iteration 21Q: 3 clusters Score -2.038674e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 143935 members 
Entering Unmasked Estep 
Score: -20387462.000000 Penalty: 5962.082520
	Iteration 22Q: 3 clusters Score -2.038746e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 145841 members 
Entering Unmasked Estep 
Score: -20388018.000000 Penalty: 5962.082520
	Iteration 23Q: 3 clusters Score -2.038802e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -20388476.000000 Penalty: 5962.082520
	Iteration 24Q: 3 clusters Score -2.038848e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 149231 members 
Entering Unmasked Estep 
Score: -20388880.000000 Penalty: 5962.082520
	Iteration 25Q: 3 clusters Score -2.038888e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 150700 members 
Entering Unmasked Estep 
Score: -20389296.000000 Penalty: 5962.082520
	Iteration 26Q: 3 clusters Score -2.03893e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 152085 members 
Entering Unmasked Estep 
Score: -20389682.000000 Penalty: 5962.082520
	Iteration 27Q: 3 clusters Score -2.038968e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -20390126.000000 Penalty: 5962.082520
	Iteration 28Q: 3 clusters Score -2.039013e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 154454 members 
Entering Unmasked Estep 
Score: -20390462.000000 Penalty: 5962.082520
	Iteration 29Q: 3 clusters Score -2.039046e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 155454 members 
Entering Unmasked Estep 
Score: -20390640.000000 Penalty: 5962.082520
	Iteration 30Q: 3 clusters Score -2.039064e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -20390756.000000 Penalty: 5962.082520
	Iteration 31Q: 3 clusters Score -2.039076e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 157141 members 
Entering Unmasked Estep 
Score: -20390976.000000 Penalty: 5962.082520
	Iteration 32Q: 3 clusters Score -2.039098e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 157853 members 
Entering Unmasked Estep 
Score: -20391032.000000 Penalty: 5962.082520
	Iteration 33Q: 3 clusters Score -2.039103e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -20391164.000000 Penalty: 5962.082520
	Iteration 34Q: 3 clusters Score -2.039116e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -20391212.000000 Penalty: 5962.082520
	Iteration 35Q: 3 clusters Score -2.039121e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 159498 members 
Entering Unmasked Estep 
Score: -20391214.000000 Penalty: 5962.082520
	Iteration 36Q: 3 clusters Score -2.039121e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 159923 members 
Entering Unmasked Estep 
Score: -20391292.000000 Penalty: 5962.082520
	Iteration 37Q: 3 clusters Score -2.039129e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -20391278.000000 Penalty: 5962.082520
	Iteration 38Q: 3 clusters Score -2.039128e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 160623 members 
Entering Unmasked Estep 
Score: -20391320.000000 Penalty: 5962.082520
	Iteration 39Q: 3 clusters Score -2.039132e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -20391316.000000 Penalty: 5962.082520
	Iteration 40F: 3 clusters Score -2.039132e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 161112 members 
Entering Unmasked Estep 
Score: -20391338.000000 Penalty: 5962.082520
	Iteration 41Q: 3 clusters Score -2.039134e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -20391354.000000 Penalty: 5962.082520
	Iteration 42Q: 3 clusters Score -2.039135e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -20391344.000000 Penalty: 5962.082520
	Iteration 43Q: 3 clusters Score -2.039134e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 161528 members 
Entering Unmasked Estep 
Score: -20391344.000000 Penalty: 5962.082520
	Iteration 44Q: 3 clusters Score -2.039134e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -20391382.000000 Penalty: 5962.082520
	Iteration 45Q: 3 clusters Score -2.039138e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -20391374.000000 Penalty: 5962.082520
	Iteration 46Q: 3 clusters Score -2.039137e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 161822 members 
Entering Unmasked Estep 
Score: -20391386.000000 Penalty: 5962.082520
	Iteration 47Q: 3 clusters Score -2.039139e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 161902 members 
Entering Unmasked Estep 
Score: -20391390.000000 Penalty: 5962.082520
	Iteration 48Q: 3 clusters Score -2.039139e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 161978 members 
Entering Unmasked Estep 
Score: -20391410.000000 Penalty: 5962.082520
	Iteration 49Q: 3 clusters Score -2.039141e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -20391424.000000 Penalty: 5962.082520
	Iteration 50Q: 3 clusters Score -2.039142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -20391442.000000 Penalty: 5962.082520
	Iteration 51Q: 3 clusters Score -2.039144e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 162154 members 
Entering Unmasked Estep 
Score: -20391454.000000 Penalty: 5962.082520
	Iteration 52Q: 3 clusters Score -2.039145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -20391484.000000 Penalty: 5962.082520
	Iteration 53Q: 3 clusters Score -2.039148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 162237 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 54Q: 3 clusters Score -2.03915e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -20391482.000000 Penalty: 5962.082520
	Iteration 55Q: 3 clusters Score -2.039148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 162300 members 
Entering Unmasked Estep 
Score: -20391486.000000 Penalty: 5962.082520
	Iteration 56Q: 3 clusters Score -2.039149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 162330 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 57Q: 3 clusters Score -2.03915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 162355 members 
Entering Unmasked Estep 
Score: -20391494.000000 Penalty: 5962.082520
	Iteration 58Q: 3 clusters Score -2.039149e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 162381 members 
Entering Unmasked Estep 
Score: -20391478.000000 Penalty: 5962.082520
	Iteration 59Q: 3 clusters Score -2.039148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -20391498.000000 Penalty: 5962.082520
	Iteration 60F: 3 clusters Score -2.03915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 162427 members 
Entering Unmasked Estep 
Score: -20391490.000000 Penalty: 5962.082520
	Iteration 61Q: 3 clusters Score -2.039149e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 62Q: 3 clusters Score -2.03915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 63Q: 3 clusters Score -2.03915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 162477 members 
Entering Unmasked Estep 
Score: -20391488.000000 Penalty: 5962.082520
	Iteration 64Q: 3 clusters Score -2.039149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 162486 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 65Q: 3 clusters Score -2.03915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 162492 members 
Entering Unmasked Estep 
Score: -20391478.000000 Penalty: 5962.082520
	Iteration 66Q: 3 clusters Score -2.039148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -20391498.000000 Penalty: 5962.082520
	Iteration 67Q: 3 clusters Score -2.03915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 68Q: 3 clusters Score -2.03915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 162515 members 
Entering Unmasked Estep 
Score: -20391496.000000 Penalty: 5962.082520
	Iteration 69Q: 3 clusters Score -2.03915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -20391500.000000 Penalty: 5962.082520
	Iteration 70Q: 3 clusters Score -2.03915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -20391518.000000 Penalty: 5962.082520
	Iteration 71Q: 3 clusters Score -2.039152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 162537 members 
Entering Unmasked Estep 
Score: -20391510.000000 Penalty: 5962.082520
	Iteration 72Q: 3 clusters Score -2.039151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -20391504.000000 Penalty: 5962.082520
	Iteration 73Q: 3 clusters Score -2.03915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 162542 members 
Entering Unmasked Estep 
Score: -20391504.000000 Penalty: 5962.082520
	Iteration 74Q: 3 clusters Score -2.03915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 162542 members 
Entering Unmasked Estep 
Score: -20391504.000000 Penalty: 5962.082520
	Iteration 75F: 3 clusters Score -2.03915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Entering Unmasked Estep 
Score: -1393525.750000 Penalty: 2318.112793
	Iteration 0F: 2 clusters Score -1393526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1384899.125000 Penalty: 4636.225586
	Iteration 0F: 3 clusters Score -1384899 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1387454.625000 Penalty: 4636.225586
	Iteration 1F: 3 clusters Score -1387455 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1387829.250000 Penalty: 4636.225586
	Iteration 2F: 3 clusters Score -1387829 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1388217.250000 Penalty: 4636.225586
	Iteration 3F: 3 clusters Score -1388217 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1388641.750000 Penalty: 4636.225586
	Iteration 4F: 3 clusters Score -1388642 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1389083.500000 Penalty: 4636.225586
	Iteration 5F: 3 clusters Score -1389084 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1389498.875000 Penalty: 4636.225586
	Iteration 6F: 3 clusters Score -1389499 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1389942.625000 Penalty: 4636.225586
	Iteration 7F: 3 clusters Score -1389943 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1390431.500000 Penalty: 4636.225586
	Iteration 8F: 3 clusters Score -1390432 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1390822.625000 Penalty: 4636.225586
	Iteration 9F: 3 clusters Score -1390823 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1391122.000000 Penalty: 4636.225586
	Iteration 10Q: 3 clusters Score -1391122 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1391365.250000 Penalty: 4636.225586
	Iteration 11Q: 3 clusters Score -1391365 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1391531.875000 Penalty: 4636.225586
	Iteration 12Q: 3 clusters Score -1391532 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1391649.875000 Penalty: 4636.225586
	Iteration 13Q: 3 clusters Score -1391650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1391731.000000 Penalty: 4636.225586
	Iteration 14Q: 3 clusters Score -1391731 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1391780.250000 Penalty: 4636.225586
	Iteration 15Q: 3 clusters Score -1391780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1391830.250000 Penalty: 4636.225586
	Iteration 16Q: 3 clusters Score -1391830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1391875.000000 Penalty: 4636.225586
	Iteration 17Q: 3 clusters Score -1391875 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1391909.500000 Penalty: 4636.225586
	Iteration 18Q: 3 clusters Score -1391910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1391947.125000 Penalty: 4636.225586
	Iteration 19Q: 3 clusters Score -1391947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1391985.625000 Penalty: 4636.225586
	Iteration 20F: 3 clusters Score -1391986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1392023.000000 Penalty: 4636.225586
	Iteration 21Q: 3 clusters Score -1392023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1392078.625000 Penalty: 4636.225586
	Iteration 22Q: 3 clusters Score -1392079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1392127.250000 Penalty: 4636.225586
	Iteration 23Q: 3 clusters Score -1392127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1392167.625000 Penalty: 4636.225586
	Iteration 24Q: 3 clusters Score -1392168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1392193.500000 Penalty: 4636.225586
	Iteration 25Q: 3 clusters Score -1392194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1392213.875000 Penalty: 4636.225586
	Iteration 26Q: 3 clusters Score -1392214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1392228.500000 Penalty: 4636.225586
	Iteration 27Q: 3 clusters Score -1392228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1392241.250000 Penalty: 4636.225586
	Iteration 28Q: 3 clusters Score -1392241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1392252.500000 Penalty: 4636.225586
	Iteration 29Q: 3 clusters Score -1392252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1392256.625000 Penalty: 4636.225586
	Iteration 30Q: 3 clusters Score -1392257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1392262.625000 Penalty: 4636.225586
	Iteration 31Q: 3 clusters Score -1392263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1392267.000000 Penalty: 4636.225586
	Iteration 32Q: 3 clusters Score -1392267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1392267.125000 Penalty: 4636.225586
	Iteration 33Q: 3 clusters Score -1392267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1392270.250000 Penalty: 4636.225586
	Iteration 34Q: 3 clusters Score -1392270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1392273.500000 Penalty: 4636.225586
	Iteration 35Q: 3 clusters Score -1392274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1392273.500000 Penalty: 4636.225586
	Iteration 36Q: 3 clusters Score -1392274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1392273.125000 Penalty: 4636.225586
	Iteration 37Q: 3 clusters Score -1392273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1392275.125000 Penalty: 4636.225586
	Iteration 38Q: 3 clusters Score -1392275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1392277.250000 Penalty: 4636.225586
	Iteration 39Q: 3 clusters Score -1392277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1392276.000000 Penalty: 4636.225586
	Iteration 40F: 3 clusters Score -1392276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1392279.375000 Penalty: 4636.225586
	Iteration 41Q: 3 clusters Score -1392279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1392279.375000 Penalty: 4636.225586
	Iteration 42F: 3 clusters Score -1392279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Entering Unmasked Estep 
Score: -1729977.000000 Penalty: 2386.433350
	Iteration 0F: 2 clusters Score -1729977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1719023.500000 Penalty: 4772.866699
	Iteration 0F: 3 clusters Score -1719024 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1723039.125000 Penalty: 4772.866699
	Iteration 1F: 3 clusters Score -1723039 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1724097.125000 Penalty: 4772.866699
	Iteration 2F: 3 clusters Score -1724097 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1724832.000000 Penalty: 4772.866699
	Iteration 3F: 3 clusters Score -1724832 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1725412.625000 Penalty: 4772.866699
	Iteration 4F: 3 clusters Score -1725413 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1725941.500000 Penalty: 4772.866699
	Iteration 5F: 3 clusters Score -1725942 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1726444.625000 Penalty: 4772.866699
	Iteration 6F: 3 clusters Score -1726445 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1727042.375000 Penalty: 4772.866699
	Iteration 7F: 3 clusters Score -1727042 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1727759.000000 Penalty: 4772.866699
	Iteration 8F: 3 clusters Score -1727759 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1728472.500000 Penalty: 4772.866699
	Iteration 9F: 3 clusters Score -1728472 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1729183.000000 Penalty: 4772.866699
	Iteration 10F: 3 clusters Score -1729183 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1729736.500000 Penalty: 4772.866699
	Iteration 11Q: 3 clusters Score -1729736 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1730078.750000 Penalty: 4772.866699
	Iteration 12Q: 3 clusters Score -1730079 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1730321.000000 Penalty: 4772.866699
	Iteration 13Q: 3 clusters Score -1730321 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1730500.000000 Penalty: 4772.866699
	Iteration 14Q: 3 clusters Score -1730500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1730620.625000 Penalty: 4772.866699
	Iteration 15Q: 3 clusters Score -1730621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1730694.625000 Penalty: 4772.866699
	Iteration 16Q: 3 clusters Score -1730695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1730711.500000 Penalty: 4772.866699
	Iteration 17Q: 3 clusters Score -1730712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1730720.375000 Penalty: 4772.866699
	Iteration 18Q: 3 clusters Score -1730720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1730724.000000 Penalty: 4772.866699
	Iteration 19Q: 3 clusters Score -1730724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1730727.250000 Penalty: 4772.866699
	Iteration 20F: 3 clusters Score -1730727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1730729.625000 Penalty: 4772.866699
	Iteration 21Q: 3 clusters Score -1730730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1730733.000000 Penalty: 4772.866699
	Iteration 22Q: 3 clusters Score -1730733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1730734.000000 Penalty: 4772.866699
	Iteration 23Q: 3 clusters Score -1730734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1730735.875000 Penalty: 4772.866699
	Iteration 24Q: 3 clusters Score -1730736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1730732.375000 Penalty: 4772.866699
	Iteration 25Q: 3 clusters Score -1730732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1730733.375000 Penalty: 4772.866699
	Iteration 26Q: 3 clusters Score -1730733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1730737.375000 Penalty: 4772.866699
	Iteration 27Q: 3 clusters Score -1730737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1730737.375000 Penalty: 4772.866699
	Iteration 28F: 3 clusters Score -1730737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 213553 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 99322 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 83667 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 158416 members 
Mstep: Class 15 contains 197477 members 
Mstep: Class 16 contains 38456 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 14134 members 
Mstep: Class 21 contains 168411 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 970 members 
Entering Unmasked Estep 
Score: -194734192.000000 Penalty: 88616.031250
Splitting cluster 20 changes total score from -194734272.000000 to -194734192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (168411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Entering Unmasked Estep 
Score: -20796426.000000 Penalty: 2984.472412
	Iteration 0F: 2 clusters Score -2.079643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -20686672.000000 Penalty: 5968.944824
	Iteration 0F: 3 clusters Score -2.068667e+07 nChanged 80383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -20733384.000000 Penalty: 5968.944824
	Iteration 1F: 3 clusters Score -2.073338e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -20734830.000000 Penalty: 5968.944824
	Iteration 2Q: 3 clusters Score -2.073483e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -20736804.000000 Penalty: 5968.944824
	Iteration 3Q: 3 clusters Score -2.07368e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -20739638.000000 Penalty: 5968.944824
	Iteration 4Q: 3 clusters Score -2.073964e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -20744396.000000 Penalty: 5968.944824
	Iteration 5F: 3 clusters Score -2.07444e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -20750356.000000 Penalty: 5968.944824
	Iteration 6F: 3 clusters Score -2.075036e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -20757704.000000 Penalty: 5968.944824
	Iteration 7F: 3 clusters Score -2.07577e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132767 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -20766512.000000 Penalty: 5968.944824
	Iteration 8F: 3 clusters Score -2.076651e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143532 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -20775370.000000 Penalty: 5968.944824
	Iteration 9F: 3 clusters Score -2.077537e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -20783078.000000 Penalty: 5968.944824
	Iteration 10F: 3 clusters Score -2.078308e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -20788514.000000 Penalty: 5968.944824
	Iteration 11Q: 3 clusters Score -2.078851e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -20791234.000000 Penalty: 5968.944824
	Iteration 12Q: 3 clusters Score -2.079123e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -20792526.000000 Penalty: 5968.944824
	Iteration 13Q: 3 clusters Score -2.079253e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -20793120.000000 Penalty: 5968.944824
	Iteration 14Q: 3 clusters Score -2.079312e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167261 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20793394.000000 Penalty: 5968.944824
	Iteration 15Q: 3 clusters Score -2.079339e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -20793564.000000 Penalty: 5968.944824
	Iteration 16Q: 3 clusters Score -2.079356e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -20793688.000000 Penalty: 5968.944824
	Iteration 17Q: 3 clusters Score -2.079369e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167734 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20793714.000000 Penalty: 5968.944824
	Iteration 18Q: 3 clusters Score -2.079371e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20793784.000000 Penalty: 5968.944824
	Iteration 19Q: 3 clusters Score -2.079378e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167830 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -20793784.000000 Penalty: 5968.944824
	Iteration 20F: 3 clusters Score -2.079378e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167859 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20793816.000000 Penalty: 5968.944824
	Iteration 21Q: 3 clusters Score -2.079382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167877 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20793832.000000 Penalty: 5968.944824
	Iteration 22Q: 3 clusters Score -2.079383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20793830.000000 Penalty: 5968.944824
	Iteration 23Q: 3 clusters Score -2.079383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167897 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20793848.000000 Penalty: 5968.944824
	Iteration 24Q: 3 clusters Score -2.079385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20793838.000000 Penalty: 5968.944824
	Iteration 25Q: 3 clusters Score -2.079384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167911 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -20793836.000000 Penalty: 5968.944824
	Iteration 26Q: 3 clusters Score -2.079384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20793850.000000 Penalty: 5968.944824
	Iteration 27Q: 3 clusters Score -2.079385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167922 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20793850.000000 Penalty: 5968.944824
	Iteration 28Q: 3 clusters Score -2.079385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167925 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20793860.000000 Penalty: 5968.944824
	Iteration 29Q: 3 clusters Score -2.079386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20793872.000000 Penalty: 5968.944824
	Iteration 30Q: 3 clusters Score -2.079387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20793870.000000 Penalty: 5968.944824
	Iteration 31Q: 3 clusters Score -2.079387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20793858.000000 Penalty: 5968.944824
	Iteration 32Q: 3 clusters Score -2.079386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20793856.000000 Penalty: 5968.944824
	Iteration 33Q: 3 clusters Score -2.079386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20793868.000000 Penalty: 5968.944824
	Iteration 34Q: 3 clusters Score -2.079387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20793868.000000 Penalty: 5968.944824
	Iteration 35F: 3 clusters Score -2.079387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -318882.281250 Penalty: 1957.235474
	Iteration 0F: 2 clusters Score -318882.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315807.812500 Penalty: 3914.470947
	Iteration 0F: 3 clusters Score -315807.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -316450.687500 Penalty: 3914.470947
	Iteration 1F: 3 clusters Score -316450.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -316607.843750 Penalty: 3914.470947
	Iteration 2F: 3 clusters Score -316607.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -316738.750000 Penalty: 3914.470947
	Iteration 3Q: 3 clusters Score -316738.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -316914.781250 Penalty: 3914.470947
	Iteration 4Q: 3 clusters Score -316914.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -317302.062500 Penalty: 3914.470947
	Iteration 5F: 3 clusters Score -317302.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -317918.156250 Penalty: 3914.470947
	Iteration 6F: 3 clusters Score -317918.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -318637.687500 Penalty: 3914.470947
	Iteration 7F: 3 clusters Score -318637.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -318987.187500 Penalty: 3914.470947
	Iteration 8F: 3 clusters Score -318987.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -319124.156250 Penalty: 3914.470947
	Iteration 9Q: 3 clusters Score -319124.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -319168.843750 Penalty: 3914.470947
	Iteration 10Q: 3 clusters Score -319168.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -319178.343750 Penalty: 3914.470947
	Iteration 11Q: 3 clusters Score -319178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -319182.343750 Penalty: 3914.470947
	Iteration 12Q: 3 clusters Score -319182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -319184.343750 Penalty: 3914.470947
	Iteration 13Q: 3 clusters Score -319184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -319186.437500 Penalty: 3914.470947
	Iteration 14Q: 3 clusters Score -319186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -319188.937500 Penalty: 3914.470947
	Iteration 15Q: 3 clusters Score -319188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -319192.156250 Penalty: 3914.470947
	Iteration 16Q: 3 clusters Score -319192.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -319192.718750 Penalty: 3914.470947
	Iteration 17Q: 3 clusters Score -319192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -319192.718750 Penalty: 3914.470947
	Iteration 18F: 3 clusters Score -319192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 213553 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 99322 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 83667 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 158416 members 
Mstep: Class 15 contains 197477 members 
Mstep: Class 16 contains 38456 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 168411 members 
Mstep: Class 22 contains 1010 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 1666 members 
Entering Unmasked Estep 
Score: -194733344.000000 Penalty: 88616.031250
Splitting cluster 22 changes total score from -194734272.000000 to -194733344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -149417.593750 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -149417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -147221.296875 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -147221.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -147764.531250 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -147764.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148262.734375 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -148262.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -148695.421875 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -148695.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148943.625000 Penalty: 3578.029053
	Iteration 4F: 3 clusters Score -148943.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -149110.281250 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -149110.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -149256.375000 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -149256.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -149347.281250 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -149347.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149492.062500 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -149492.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -149691.265625 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -149691.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -149813.953125 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -149814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -149871.265625 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -149871.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -149941.562500 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -149941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -149982.156250 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -149982.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150024.453125 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -150024.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -150117.750000 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -150117.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -150271.968750 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -150272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -150409.062500 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -150409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150461.453125 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -150461.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -150505.000000 Penalty: 3578.029053
	Iteration 19Q: 3 clusters Score -150505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -150555.812500 Penalty: 3578.029053
	Iteration 20F: 3 clusters Score -150555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -150580.343750 Penalty: 3578.029053
	Iteration 21Q: 3 clusters Score -150580.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150601.281250 Penalty: 3578.029053
	Iteration 22Q: 3 clusters Score -150601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150612.125000 Penalty: 3578.029053
	Iteration 23Q: 3 clusters Score -150612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -150619.187500 Penalty: 3578.029053
	Iteration 24Q: 3 clusters Score -150619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -150629.500000 Penalty: 3578.029053
	Iteration 25Q: 3 clusters Score -150629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150631.656250 Penalty: 3578.029053
	Iteration 26Q: 3 clusters Score -150631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150631.656250 Penalty: 3578.029053
	Iteration 27F: 3 clusters Score -150631.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 213553 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 99322 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 83667 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 158416 members 
Mstep: Class 15 contains 197477 members 
Mstep: Class 16 contains 38456 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 168411 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
Score: -194734480.000000 Penalty: 88616.031250
Splitting cluster 23 changes total score from -194734272.000000 to -194734480.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90857 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 213553 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 804 members 
Mstep: Class 6 contains 16363 members 
Mstep: Class 7 contains 99322 members 
Mstep: Class 9 contains 83667 members 
Mstep: Class 10 contains 106135 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 158416 members 
Mstep: Class 15 contains 197477 members 
Mstep: Class 16 contains 38456 members 
Mstep: Class 17 contains 57096 members 
Mstep: Class 18 contains 166097 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 15104 members 
Mstep: Class 21 contains 168411 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734880.000000 Penalty: 88616.031250
Iteration 119Q: 26 clusters Score -1.947349e+08 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 214280 members 
Mstep: Class 4 contains 164420 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 16480 members 
Mstep: Class 7 contains 99411 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 83858 members 
Mstep: Class 10 contains 106109 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 158352 members 
Mstep: Class 15 contains 197628 members 
Mstep: Class 16 contains 37520 members 
Mstep: Class 17 contains 57169 members 
Mstep: Class 18 contains 165975 members 
Mstep: Class 19 contains 11469 members 
Mstep: Class 20 contains 15091 members 
Mstep: Class 21 contains 168227 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735872.000000 Penalty: 88616.031250
Iteration 120F: 26 clusters Score -1.947359e+08 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 215053 members 
Mstep: Class 4 contains 164378 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 16563 members 
Mstep: Class 7 contains 99469 members 
Mstep: Class 8 contains 5900 members 
Mstep: Class 9 contains 84028 members 
Mstep: Class 10 contains 105943 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 5262 members 
Mstep: Class 14 contains 158296 members 
Mstep: Class 15 contains 197678 members 
Mstep: Class 16 contains 36635 members 
Mstep: Class 17 contains 57216 members 
Mstep: Class 18 contains 165811 members 
Mstep: Class 19 contains 11469 members 
Mstep: Class 20 contains 15065 members 
Mstep: Class 21 contains 167989 members 
Mstep: Class 22 contains 2674 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 698 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735040.000000 Penalty: 88616.031250
Iteration 121Q: 26 clusters Score -1.94735e+08 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 3 contains 215879 members 
Mstep: Class 4 contains 164373 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 16667 members 
Mstep: Class 7 contains 99503 members 
Mstep: Class 8 contains 6219 members 
Mstep: Class 9 contains 84208 members 
Mstep: Class 10 contains 105831 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4434 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 158230 members 
Mstep: Class 15 contains 197706 members 
Mstep: Class 16 contains 35777 members 
Mstep: Class 17 contains 57257 members 
Mstep: Class 18 contains 165636 members 
Mstep: Class 19 contains 11454 members 
Mstep: Class 20 contains 15037 members 
Mstep: Class 21 contains 167719 members 
Mstep: Class 22 contains 2671 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 703 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734976.000000 Penalty: 88616.031250
Iteration 122Q: 26 clusters Score -1.94735e+08 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 216649 members 
Mstep: Class 4 contains 164423 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 16771 members 
Mstep: Class 7 contains 99555 members 
Mstep: Class 8 contains 6353 members 
Mstep: Class 9 contains 84405 members 
Mstep: Class 10 contains 105748 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 5321 members 
Mstep: Class 14 contains 158213 members 
Mstep: Class 15 contains 197737 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 57305 members 
Mstep: Class 18 contains 165506 members 
Mstep: Class 19 contains 11445 members 
Mstep: Class 20 contains 14991 members 
Mstep: Class 21 contains 167418 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735040.000000 Penalty: 88616.031250
Iteration 123Q: 26 clusters Score -1.94735e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90558 members 
Mstep: Class 2 contains 992 members 
Mstep: Class 3 contains 217384 members 
Mstep: Class 4 contains 164517 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 16867 members 
Mstep: Class 7 contains 99617 members 
Mstep: Class 8 contains 6428 members 
Mstep: Class 9 contains 84612 members 
Mstep: Class 10 contains 105710 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 4432 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 158138 members 
Mstep: Class 15 contains 197749 members 
Mstep: Class 16 contains 34024 members 
Mstep: Class 17 contains 57355 members 
Mstep: Class 18 contains 165432 members 
Mstep: Class 19 contains 11431 members 
Mstep: Class 20 contains 14971 members 
Mstep: Class 21 contains 167186 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735008.000000 Penalty: 88616.031250
Iteration 124Q: 26 clusters Score -1.94735e+08 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90585 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 218121 members 
Mstep: Class 4 contains 164617 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 16939 members 
Mstep: Class 7 contains 99713 members 
Mstep: Class 8 contains 6460 members 
Mstep: Class 9 contains 84823 members 
Mstep: Class 10 contains 105655 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 5367 members 
Mstep: Class 14 contains 158073 members 
Mstep: Class 15 contains 197715 members 
Mstep: Class 16 contains 33115 members 
Mstep: Class 17 contains 57406 members 
Mstep: Class 18 contains 165416 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 14962 members 
Mstep: Class 21 contains 166926 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735184.000000 Penalty: 88616.031250
Iteration 125Q: 26 clusters Score -1.947352e+08 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 218927 members 
Mstep: Class 4 contains 164747 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 17008 members 
Mstep: Class 7 contains 99801 members 
Mstep: Class 8 contains 6483 members 
Mstep: Class 9 contains 85052 members 
Mstep: Class 10 contains 105573 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4406 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 158000 members 
Mstep: Class 15 contains 197603 members 
Mstep: Class 16 contains 32312 members 
Mstep: Class 17 contains 57430 members 
Mstep: Class 18 contains 165396 members 
Mstep: Class 19 contains 11430 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 166616 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735360.000000 Penalty: 88616.031250
Iteration 126Q: 26 clusters Score -1.947354e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 1012 members 
Mstep: Class 3 contains 219718 members 
Mstep: Class 4 contains 164863 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 17076 members 
Mstep: Class 7 contains 99899 members 
Mstep: Class 8 contains 6499 members 
Mstep: Class 9 contains 85295 members 
Mstep: Class 10 contains 105519 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4382 members 
Mstep: Class 13 contains 5400 members 
Mstep: Class 14 contains 157971 members 
Mstep: Class 15 contains 197456 members 
Mstep: Class 16 contains 31534 members 
Mstep: Class 17 contains 57481 members 
Mstep: Class 18 contains 165396 members 
Mstep: Class 19 contains 11437 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 166244 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735328.000000 Penalty: 88616.031250
Iteration 127Q: 26 clusters Score -1.947353e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 220588 members 
Mstep: Class 4 contains 164928 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 17140 members 
Mstep: Class 7 contains 100003 members 
Mstep: Class 8 contains 6504 members 
Mstep: Class 9 contains 85562 members 
Mstep: Class 10 contains 105452 members 
Mstep: Class 11 contains 3562 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 5418 members 
Mstep: Class 14 contains 158015 members 
Mstep: Class 15 contains 197258 members 
Mstep: Class 16 contains 30718 members 
Mstep: Class 17 contains 57509 members 
Mstep: Class 18 contains 165385 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 14868 members 
Mstep: Class 21 contains 165881 members 
Mstep: Class 22 contains 2659 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735472.000000 Penalty: 88616.031250
Iteration 128Q: 26 clusters Score -1.947355e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 221388 members 
Mstep: Class 4 contains 165002 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 17251 members 
Mstep: Class 7 contains 100107 members 
Mstep: Class 8 contains 6507 members 
Mstep: Class 9 contains 85787 members 
Mstep: Class 10 contains 105365 members 
Mstep: Class 11 contains 3561 members 
Mstep: Class 12 contains 4338 members 
Mstep: Class 13 contains 5438 members 
Mstep: Class 14 contains 158147 members 
Mstep: Class 15 contains 197049 members 
Mstep: Class 16 contains 29976 members 
Mstep: Class 17 contains 57540 members 
Mstep: Class 18 contains 165378 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 14862 members 
Mstep: Class 21 contains 165460 members 
Mstep: Class 22 contains 2646 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736144.000000 Penalty: 88616.031250
Iteration 129Q: 26 clusters Score -1.947361e+08 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 222164 members 
Mstep: Class 4 contains 165103 members 
Mstep: Class 5 contains 811 members 
Mstep: Class 6 contains 17343 members 
Mstep: Class 7 contains 100194 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 85992 members 
Mstep: Class 10 contains 105326 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 5464 members 
Mstep: Class 14 contains 158267 members 
Mstep: Class 15 contains 196832 members 
Mstep: Class 16 contains 29247 members 
Mstep: Class 17 contains 57553 members 
Mstep: Class 18 contains 165365 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 14856 members 
Mstep: Class 21 contains 165049 members 
Mstep: Class 22 contains 2639 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735504.000000 Penalty: 88616.031250
Iteration 130Q: 26 clusters Score -1.947355e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 222917 members 
Mstep: Class 4 contains 165189 members 
Mstep: Class 5 contains 812 members 
Mstep: Class 6 contains 17441 members 
Mstep: Class 7 contains 100300 members 
Mstep: Class 8 contains 6522 members 
Mstep: Class 9 contains 86201 members 
Mstep: Class 10 contains 105267 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 158342 members 
Mstep: Class 15 contains 196609 members 
Mstep: Class 16 contains 28539 members 
Mstep: Class 17 contains 57575 members 
Mstep: Class 18 contains 165395 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 14845 members 
Mstep: Class 21 contains 164649 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735680.000000 Penalty: 88616.031250
Iteration 131Q: 26 clusters Score -1.947357e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 223554 members 
Mstep: Class 4 contains 165304 members 
Mstep: Class 5 contains 813 members 
Mstep: Class 6 contains 17551 members 
Mstep: Class 7 contains 100423 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 86420 members 
Mstep: Class 10 contains 105222 members 
Mstep: Class 11 contains 3558 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 13 contains 5520 members 
Mstep: Class 14 contains 158404 members 
Mstep: Class 15 contains 196333 members 
Mstep: Class 16 contains 27875 members 
Mstep: Class 17 contains 57616 members 
Mstep: Class 18 contains 165406 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 164317 members 
Mstep: Class 22 contains 2620 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736000.000000 Penalty: 88616.031250
Iteration 132Q: 26 clusters Score -1.94736e+08 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 224176 members 
Mstep: Class 4 contains 165414 members 
Mstep: Class 5 contains 814 members 
Mstep: Class 6 contains 17647 members 
Mstep: Class 7 contains 100513 members 
Mstep: Class 8 contains 6538 members 
Mstep: Class 9 contains 86652 members 
Mstep: Class 10 contains 105154 members 
Mstep: Class 11 contains 3555 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 5548 members 
Mstep: Class 14 contains 158446 members 
Mstep: Class 15 contains 196043 members 
Mstep: Class 16 contains 27261 members 
Mstep: Class 17 contains 57660 members 
Mstep: Class 18 contains 165436 members 
Mstep: Class 19 contains 11435 members 
Mstep: Class 20 contains 14780 members 
Mstep: Class 21 contains 164006 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735808.000000 Penalty: 88616.031250
Iteration 133Q: 26 clusters Score -1.947358e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 224794 members 
Mstep: Class 4 contains 165534 members 
Mstep: Class 5 contains 814 members 
Mstep: Class 6 contains 17767 members 
Mstep: Class 7 contains 100596 members 
Mstep: Class 8 contains 6545 members 
Mstep: Class 9 contains 86897 members 
Mstep: Class 10 contains 105085 members 
Mstep: Class 11 contains 3559 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 158505 members 
Mstep: Class 15 contains 195705 members 
Mstep: Class 16 contains 26609 members 
Mstep: Class 17 contains 57687 members 
Mstep: Class 18 contains 165448 members 
Mstep: Class 19 contains 11450 members 
Mstep: Class 20 contains 14748 members 
Mstep: Class 21 contains 163737 members 
Mstep: Class 22 contains 2620 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736304.000000 Penalty: 88616.031250
Iteration 134Q: 26 clusters Score -1.947363e+08 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 225432 members 
Mstep: Class 4 contains 165648 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 17893 members 
Mstep: Class 7 contains 100676 members 
Mstep: Class 8 contains 6556 members 
Mstep: Class 9 contains 87147 members 
Mstep: Class 10 contains 105024 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 5587 members 
Mstep: Class 14 contains 158556 members 
Mstep: Class 15 contains 195337 members 
Mstep: Class 16 contains 25975 members 
Mstep: Class 17 contains 57722 members 
Mstep: Class 18 contains 165437 members 
Mstep: Class 19 contains 11461 members 
Mstep: Class 20 contains 14716 members 
Mstep: Class 21 contains 163464 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736384.000000 Penalty: 88616.031250
Iteration 135Q: 26 clusters Score -1.947364e+08 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 226013 members 
Mstep: Class 4 contains 165781 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 18003 members 
Mstep: Class 7 contains 100752 members 
Mstep: Class 8 contains 6565 members 
Mstep: Class 9 contains 87366 members 
Mstep: Class 10 contains 104985 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 5599 members 
Mstep: Class 14 contains 158607 members 
Mstep: Class 15 contains 194974 members 
Mstep: Class 16 contains 25361 members 
Mstep: Class 17 contains 57751 members 
Mstep: Class 18 contains 165461 members 
Mstep: Class 19 contains 11461 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 163231 members 
Mstep: Class 22 contains 2610 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736448.000000 Penalty: 88616.031250
Iteration 136Q: 26 clusters Score -1.947364e+08 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90942 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 226469 members 
Mstep: Class 4 contains 165931 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 18110 members 
Mstep: Class 7 contains 100828 members 
Mstep: Class 8 contains 6574 members 
Mstep: Class 9 contains 87550 members 
Mstep: Class 10 contains 104944 members 
Mstep: Class 11 contains 3570 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 158701 members 
Mstep: Class 15 contains 194620 members 
Mstep: Class 16 contains 24805 members 
Mstep: Class 17 contains 57792 members 
Mstep: Class 18 contains 165449 members 
Mstep: Class 19 contains 11464 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 163048 members 
Mstep: Class 22 contains 2611 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736704.000000 Penalty: 88616.031250
Iteration 137Q: 26 clusters Score -1.947367e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 226868 members 
Mstep: Class 4 contains 166045 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 18239 members 
Mstep: Class 7 contains 100924 members 
Mstep: Class 8 contains 6584 members 
Mstep: Class 9 contains 87725 members 
Mstep: Class 10 contains 104916 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 5644 members 
Mstep: Class 14 contains 158808 members 
Mstep: Class 15 contains 194291 members 
Mstep: Class 16 contains 24226 members 
Mstep: Class 17 contains 57833 members 
Mstep: Class 18 contains 165461 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 14689 members 
Mstep: Class 21 contains 162885 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736848.000000 Penalty: 88616.031250
Iteration 138Q: 26 clusters Score -1.947368e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 227255 members 
Mstep: Class 4 contains 166170 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 18364 members 
Mstep: Class 7 contains 100986 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 87925 members 
Mstep: Class 10 contains 104856 members 
Mstep: Class 11 contains 3576 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 158907 members 
Mstep: Class 15 contains 194016 members 
Mstep: Class 16 contains 23616 members 
Mstep: Class 17 contains 57854 members 
Mstep: Class 18 contains 165486 members 
Mstep: Class 19 contains 11474 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 162773 members 
Mstep: Class 22 contains 2600 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737584.000000 Penalty: 88616.031250
Iteration 139Q: 26 clusters Score -1.947376e+08 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90946 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 227513 members 
Mstep: Class 4 contains 166257 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 18531 members 
Mstep: Class 7 contains 101061 members 
Mstep: Class 8 contains 6594 members 
Mstep: Class 9 contains 88129 members 
Mstep: Class 10 contains 104819 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 5692 members 
Mstep: Class 14 contains 158965 members 
Mstep: Class 15 contains 193724 members 
Mstep: Class 16 contains 23049 members 
Mstep: Class 17 contains 57892 members 
Mstep: Class 18 contains 165543 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 162717 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737520.000000 Penalty: 88616.031250
Iteration 140F: 26 clusters Score -1.947375e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 227676 members 
Mstep: Class 4 contains 166325 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 18688 members 
Mstep: Class 7 contains 101113 members 
Mstep: Class 8 contains 6598 members 
Mstep: Class 9 contains 88307 members 
Mstep: Class 10 contains 104789 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 159044 members 
Mstep: Class 15 contains 193412 members 
Mstep: Class 16 contains 22553 members 
Mstep: Class 17 contains 57943 members 
Mstep: Class 18 contains 165584 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 162709 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737520.000000 Penalty: 88616.031250
Iteration 141Q: 26 clusters Score -1.947375e+08 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 227871 members 
Mstep: Class 4 contains 166409 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 18825 members 
Mstep: Class 7 contains 101160 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 88474 members 
Mstep: Class 10 contains 104755 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 159150 members 
Mstep: Class 15 contains 193085 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 57990 members 
Mstep: Class 18 contains 165626 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 162729 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737120.000000 Penalty: 88616.031250
Iteration 142Q: 26 clusters Score -1.947371e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 228101 members 
Mstep: Class 4 contains 166466 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 18954 members 
Mstep: Class 7 contains 101171 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 88654 members 
Mstep: Class 10 contains 104732 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4169 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 159287 members 
Mstep: Class 15 contains 192728 members 
Mstep: Class 16 contains 21526 members 
Mstep: Class 17 contains 58039 members 
Mstep: Class 18 contains 165623 members 
Mstep: Class 19 contains 11541 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 162782 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737648.000000 Penalty: 88616.031250
Iteration 143Q: 26 clusters Score -1.947376e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90977 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 228334 members 
Mstep: Class 4 contains 166527 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19077 members 
Mstep: Class 7 contains 101195 members 
Mstep: Class 8 contains 6605 members 
Mstep: Class 9 contains 88803 members 
Mstep: Class 10 contains 104680 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 5778 members 
Mstep: Class 14 contains 159438 members 
Mstep: Class 15 contains 192418 members 
Mstep: Class 16 contains 21030 members 
Mstep: Class 17 contains 58077 members 
Mstep: Class 18 contains 165613 members 
Mstep: Class 19 contains 11560 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 162861 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737360.000000 Penalty: 88616.031250
Iteration 144Q: 26 clusters Score -1.947374e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 228519 members 
Mstep: Class 4 contains 166605 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19155 members 
Mstep: Class 7 contains 101205 members 
Mstep: Class 8 contains 6606 members 
Mstep: Class 9 contains 88972 members 
Mstep: Class 10 contains 104639 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 4159 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 159589 members 
Mstep: Class 15 contains 192097 members 
Mstep: Class 16 contains 20578 members 
Mstep: Class 17 contains 58110 members 
Mstep: Class 18 contains 165592 members 
Mstep: Class 19 contains 11575 members 
Mstep: Class 20 contains 14643 members 
Mstep: Class 21 contains 162986 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737344.000000 Penalty: 88616.031250
Iteration 145Q: 26 clusters Score -1.947373e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 228673 members 
Mstep: Class 4 contains 166656 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19232 members 
Mstep: Class 7 contains 101218 members 
Mstep: Class 8 contains 6606 members 
Mstep: Class 9 contains 89130 members 
Mstep: Class 10 contains 104599 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 4147 members 
Mstep: Class 13 contains 5827 members 
Mstep: Class 14 contains 159798 members 
Mstep: Class 15 contains 191747 members 
Mstep: Class 16 contains 20154 members 
Mstep: Class 17 contains 58159 members 
Mstep: Class 18 contains 165603 members 
Mstep: Class 19 contains 11593 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 163078 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737584.000000 Penalty: 88616.031250
Iteration 146Q: 26 clusters Score -1.947376e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 228785 members 
Mstep: Class 4 contains 166724 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19312 members 
Mstep: Class 7 contains 101202 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 89313 members 
Mstep: Class 10 contains 104577 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 4139 members 
Mstep: Class 13 contains 5850 members 
Mstep: Class 14 contains 159999 members 
Mstep: Class 15 contains 191351 members 
Mstep: Class 16 contains 19738 members 
Mstep: Class 17 contains 58202 members 
Mstep: Class 18 contains 165656 members 
Mstep: Class 19 contains 11624 members 
Mstep: Class 20 contains 14637 members 
Mstep: Class 21 contains 163155 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737296.000000 Penalty: 88616.031250
Iteration 147Q: 26 clusters Score -1.947373e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 228953 members 
Mstep: Class 4 contains 166781 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19412 members 
Mstep: Class 7 contains 101196 members 
Mstep: Class 8 contains 6611 members 
Mstep: Class 9 contains 89501 members 
Mstep: Class 10 contains 104578 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 160138 members 
Mstep: Class 15 contains 190999 members 
Mstep: Class 16 contains 19285 members 
Mstep: Class 17 contains 58240 members 
Mstep: Class 18 contains 165710 members 
Mstep: Class 19 contains 11637 members 
Mstep: Class 20 contains 14641 members 
Mstep: Class 21 contains 163219 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737296.000000 Penalty: 88616.031250
Iteration 148Q: 26 clusters Score -1.947373e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 229082 members 
Mstep: Class 4 contains 166814 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19486 members 
Mstep: Class 7 contains 101190 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 89658 members 
Mstep: Class 10 contains 104575 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 5889 members 
Mstep: Class 14 contains 160291 members 
Mstep: Class 15 contains 190672 members 
Mstep: Class 16 contains 18880 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 165744 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 163272 members 
Mstep: Class 22 contains 2462 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737520.000000 Penalty: 88616.031250
Iteration 149Q: 26 clusters Score -1.947375e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 229200 members 
Mstep: Class 4 contains 166838 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19545 members 
Mstep: Class 7 contains 101186 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 89788 members 
Mstep: Class 10 contains 104557 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4109 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 160429 members 
Mstep: Class 15 contains 190394 members 
Mstep: Class 16 contains 18470 members 
Mstep: Class 17 contains 58345 members 
Mstep: Class 18 contains 165794 members 
Mstep: Class 19 contains 11703 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 163329 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737792.000000 Penalty: 88616.031250
Iteration 150Q: 26 clusters Score -1.947378e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 229297 members 
Mstep: Class 4 contains 166855 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19606 members 
Mstep: Class 7 contains 101170 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 89918 members 
Mstep: Class 10 contains 104535 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 5952 members 
Mstep: Class 14 contains 160608 members 
Mstep: Class 15 contains 190112 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 58371 members 
Mstep: Class 18 contains 165830 members 
Mstep: Class 19 contains 11750 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 163366 members 
Mstep: Class 22 contains 2438 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737472.000000 Penalty: 88616.031250
Iteration 151Q: 26 clusters Score -1.947375e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91010 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 229441 members 
Mstep: Class 4 contains 166879 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19672 members 
Mstep: Class 7 contains 101142 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 90056 members 
Mstep: Class 10 contains 104534 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 5977 members 
Mstep: Class 14 contains 160762 members 
Mstep: Class 15 contains 189852 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 165857 members 
Mstep: Class 19 contains 11805 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 163365 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737920.000000 Penalty: 88616.031250
Iteration 152Q: 26 clusters Score -1.947379e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 229573 members 
Mstep: Class 4 contains 166883 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19734 members 
Mstep: Class 7 contains 101124 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 90179 members 
Mstep: Class 10 contains 104565 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 5999 members 
Mstep: Class 14 contains 160891 members 
Mstep: Class 15 contains 189629 members 
Mstep: Class 16 contains 17411 members 
Mstep: Class 17 contains 58400 members 
Mstep: Class 18 contains 165881 members 
Mstep: Class 19 contains 11842 members 
Mstep: Class 20 contains 14717 members 
Mstep: Class 21 contains 163348 members 
Mstep: Class 22 contains 2419 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738016.000000 Penalty: 88616.031250
Iteration 153Q: 26 clusters Score -1.94738e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 229649 members 
Mstep: Class 4 contains 166934 members 
Mstep: Class 5 contains 815 members 
Mstep: Class 6 contains 19801 members 
Mstep: Class 7 contains 101103 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 90293 members 
Mstep: Class 10 contains 104590 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 161049 members 
Mstep: Class 15 contains 189422 members 
Mstep: Class 16 contains 17086 members 
Mstep: Class 17 contains 58416 members 
Mstep: Class 18 contains 165903 members 
Mstep: Class 19 contains 11860 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 163313 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737888.000000 Penalty: 88616.031250
Iteration 154Q: 26 clusters Score -1.947379e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 1059 members 
Mstep: Class 3 contains 229656 members 
Mstep: Class 4 contains 166983 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 19864 members 
Mstep: Class 7 contains 101088 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 90418 members 
Mstep: Class 10 contains 104585 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4076 members 
Mstep: Class 13 contains 6052 members 
Mstep: Class 14 contains 161174 members 
Mstep: Class 15 contains 189243 members 
Mstep: Class 16 contains 16758 members 
Mstep: Class 17 contains 58437 members 
Mstep: Class 18 contains 165945 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 14767 members 
Mstep: Class 21 contains 163317 members 
Mstep: Class 22 contains 2432 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737712.000000 Penalty: 88616.031250
Iteration 155Q: 26 clusters Score -1.947377e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 1059 members 
Mstep: Class 3 contains 229601 members 
Mstep: Class 4 contains 167056 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 19924 members 
Mstep: Class 7 contains 101085 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 90548 members 
Mstep: Class 10 contains 104596 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4067 members 
Mstep: Class 13 contains 6080 members 
Mstep: Class 14 contains 161273 members 
Mstep: Class 15 contains 189079 members 
Mstep: Class 16 contains 16463 members 
Mstep: Class 17 contains 58444 members 
Mstep: Class 18 contains 165981 members 
Mstep: Class 19 contains 11900 members 
Mstep: Class 20 contains 14789 members 
Mstep: Class 21 contains 163337 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738304.000000 Penalty: 88616.031250
Iteration 156Q: 26 clusters Score -1.947383e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 1060 members 
Mstep: Class 3 contains 229530 members 
Mstep: Class 4 contains 167138 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 19975 members 
Mstep: Class 7 contains 101076 members 
Mstep: Class 8 contains 6622 members 
Mstep: Class 9 contains 90674 members 
Mstep: Class 10 contains 104606 members 
Mstep: Class 11 contains 3578 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 6100 members 
Mstep: Class 14 contains 161397 members 
Mstep: Class 15 contains 188925 members 
Mstep: Class 16 contains 16184 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 166026 members 
Mstep: Class 19 contains 11910 members 
Mstep: Class 20 contains 14814 members 
Mstep: Class 21 contains 163339 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738112.000000 Penalty: 88616.031250
Iteration 157Q: 26 clusters Score -1.947381e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229520 members 
Mstep: Class 4 contains 167192 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20024 members 
Mstep: Class 7 contains 101065 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 90793 members 
Mstep: Class 10 contains 104632 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 6125 members 
Mstep: Class 14 contains 161494 members 
Mstep: Class 15 contains 188746 members 
Mstep: Class 16 contains 15914 members 
Mstep: Class 17 contains 58445 members 
Mstep: Class 18 contains 166076 members 
Mstep: Class 19 contains 11908 members 
Mstep: Class 20 contains 14835 members 
Mstep: Class 21 contains 163345 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738448.000000 Penalty: 88616.031250
Iteration 158Q: 26 clusters Score -1.947384e+08 nChanged 1796
Entering ConstructFrom: 
Score: -194738448.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (91038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Entering Unmasked Estep 
Score: -11304277.000000 Penalty: 2831.919922
	Iteration 0F: 2 clusters Score -1.130428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -11243392.000000 Penalty: 5663.839844
	Iteration 0F: 3 clusters Score -1.124339e+07 nChanged 42834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -11268114.000000 Penalty: 5663.839844
	Iteration 1F: 3 clusters Score -1.126811e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -11269262.000000 Penalty: 5663.839844
	Iteration 2Q: 3 clusters Score -1.126926e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -11270885.000000 Penalty: 5663.839844
	Iteration 3Q: 3 clusters Score -1.127088e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -11273095.000000 Penalty: 5663.839844
	Iteration 4Q: 3 clusters Score -1.12731e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -11276579.000000 Penalty: 5663.839844
	Iteration 5F: 3 clusters Score -1.127658e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -11281733.000000 Penalty: 5663.839844
	Iteration 6F: 3 clusters Score -1.128173e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -11288160.000000 Penalty: 5663.839844
	Iteration 7F: 3 clusters Score -1.128816e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -11294009.000000 Penalty: 5663.839844
	Iteration 8F: 3 clusters Score -1.129401e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -11298052.000000 Penalty: 5663.839844
	Iteration 9Q: 3 clusters Score -1.129805e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -11300169.000000 Penalty: 5663.839844
	Iteration 10Q: 3 clusters Score -1.130017e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -11301080.000000 Penalty: 5663.839844
	Iteration 11Q: 3 clusters Score -1.130108e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -11301611.000000 Penalty: 5663.839844
	Iteration 12Q: 3 clusters Score -1.130161e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -11301892.000000 Penalty: 5663.839844
	Iteration 13Q: 3 clusters Score -1.130189e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -11302080.000000 Penalty: 5663.839844
	Iteration 14Q: 3 clusters Score -1.130208e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -11302195.000000 Penalty: 5663.839844
	Iteration 15Q: 3 clusters Score -1.13022e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -11302272.000000 Penalty: 5663.839844
	Iteration 16Q: 3 clusters Score -1.130227e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11302301.000000 Penalty: 5663.839844
	Iteration 17Q: 3 clusters Score -1.13023e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -11302366.000000 Penalty: 5663.839844
	Iteration 18Q: 3 clusters Score -1.130237e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -11302387.000000 Penalty: 5663.839844
	Iteration 19Q: 3 clusters Score -1.130239e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -11302415.000000 Penalty: 5663.839844
	Iteration 20F: 3 clusters Score -1.130242e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -11302443.000000 Penalty: 5663.839844
	Iteration 21Q: 3 clusters Score -1.130244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -11302470.000000 Penalty: 5663.839844
	Iteration 22Q: 3 clusters Score -1.130247e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88497 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -11302491.000000 Penalty: 5663.839844
	Iteration 23Q: 3 clusters Score -1.130249e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -11302499.000000 Penalty: 5663.839844
	Iteration 24Q: 3 clusters Score -1.13025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11302513.000000 Penalty: 5663.839844
	Iteration 25Q: 3 clusters Score -1.130251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -11302519.000000 Penalty: 5663.839844
	Iteration 26Q: 3 clusters Score -1.130252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11302507.000000 Penalty: 5663.839844
	Iteration 27Q: 3 clusters Score -1.130251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -11302524.000000 Penalty: 5663.839844
	Iteration 28Q: 3 clusters Score -1.130252e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -11302527.000000 Penalty: 5663.839844
	Iteration 29Q: 3 clusters Score -1.130253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -11302543.000000 Penalty: 5663.839844
	Iteration 30Q: 3 clusters Score -1.130254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -11302561.000000 Penalty: 5663.839844
	Iteration 31Q: 3 clusters Score -1.130256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -11302565.000000 Penalty: 5663.839844
	Iteration 32Q: 3 clusters Score -1.130256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -11302559.000000 Penalty: 5663.839844
	Iteration 33Q: 3 clusters Score -1.130256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11302556.000000 Penalty: 5663.839844
	Iteration 34Q: 3 clusters Score -1.130256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -11302567.000000 Penalty: 5663.839844
	Iteration 35Q: 3 clusters Score -1.130257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11302567.000000 Penalty: 5663.839844
	Iteration 36Q: 3 clusters Score -1.130257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11302581.000000 Penalty: 5663.839844
	Iteration 37Q: 3 clusters Score -1.130258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11302585.000000 Penalty: 5663.839844
	Iteration 38Q: 3 clusters Score -1.130258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -11302583.000000 Penalty: 5663.839844
	Iteration 39Q: 3 clusters Score -1.130258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11302584.000000 Penalty: 5663.839844
	Iteration 40F: 3 clusters Score -1.130258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11302596.000000 Penalty: 5663.839844
	Iteration 41Q: 3 clusters Score -1.13026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11302605.000000 Penalty: 5663.839844
	Iteration 42Q: 3 clusters Score -1.13026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11302596.000000 Penalty: 5663.839844
	Iteration 43Q: 3 clusters Score -1.13026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11302595.000000 Penalty: 5663.839844
	Iteration 44Q: 3 clusters Score -1.13026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11302596.000000 Penalty: 5663.839844
	Iteration 45Q: 3 clusters Score -1.13026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -11302597.000000 Penalty: 5663.839844
	Iteration 46Q: 3 clusters Score -1.13026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -11302608.000000 Penalty: 5663.839844
	Iteration 47Q: 3 clusters Score -1.130261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -11302617.000000 Penalty: 5663.839844
	Iteration 48Q: 3 clusters Score -1.130262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11302623.000000 Penalty: 5663.839844
	Iteration 49Q: 3 clusters Score -1.130262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11302623.000000 Penalty: 5663.839844
	Iteration 50F: 3 clusters Score -1.130262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -109847.437500 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -109847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107923.289062 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -107923.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108409.625000 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -108409.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -108695.796875 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -108695.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108858.859375 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -108858.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109036.281250 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -109036.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109165.875000 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -109165.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109306.039062 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -109306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109390.914062 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -109390.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109456.226562 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -109456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109519.820312 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -109519.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109571.445312 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -109571.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109610.265625 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -109610.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -109637.062500 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -109637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109651.625000 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -109651.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109663.492188 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -109663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109669.492188 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -109669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109670.835938 Penalty: 3455.615723
	Iteration 16F: 3 clusters Score -109670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -109674.390625 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -109674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109675.445312 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -109675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109676.531250 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -109676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109677.875000 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -109677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109679.757812 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -109679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109686.171875 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -109686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -109686.171875 Penalty: 3455.615723
	Iteration 23F: 3 clusters Score -109686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229524 members 
Entering Unmasked Estep 
Score: -28274454.000000 Penalty: 3061.253418
	Iteration 0F: 2 clusters Score -2.827445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -28130692.000000 Penalty: 6122.506836
	Iteration 0F: 3 clusters Score -2.813069e+07 nChanged 110973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -28196724.000000 Penalty: 6122.506836
	Iteration 1F: 3 clusters Score -2.819672e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 123274 members 
Entering Unmasked Estep 
Score: -28198152.000000 Penalty: 6122.506836
	Iteration 2Q: 3 clusters Score -2.819815e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -28200306.000000 Penalty: 6122.506836
	Iteration 3Q: 3 clusters Score -2.820031e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 136452 members 
Entering Unmasked Estep 
Score: -28203960.000000 Penalty: 6122.506836
	Iteration 4Q: 3 clusters Score -2.820396e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 148032 members 
Entering Unmasked Estep 
Score: -28210718.000000 Penalty: 6122.506836
	Iteration 5F: 3 clusters Score -2.821072e+07 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 163868 members 
Entering Unmasked Estep 
Score: -28222200.000000 Penalty: 6122.506836
	Iteration 6F: 3 clusters Score -2.82222e+07 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 183089 members 
Entering Unmasked Estep 
Score: -28237476.000000 Penalty: 6122.506836
	Iteration 7F: 3 clusters Score -2.823748e+07 nChanged 18515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 201568 members 
Entering Unmasked Estep 
Score: -28252440.000000 Penalty: 6122.506836
	Iteration 8F: 3 clusters Score -2.825244e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 214784 members 
Entering Unmasked Estep 
Score: -28262068.000000 Penalty: 6122.506836
	Iteration 9F: 3 clusters Score -2.826207e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 222167 members 
Entering Unmasked Estep 
Score: -28267348.000000 Penalty: 6122.506836
	Iteration 10Q: 3 clusters Score -2.826735e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 225909 members 
Entering Unmasked Estep 
Score: -28269718.000000 Penalty: 6122.506836
	Iteration 11Q: 3 clusters Score -2.826972e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 227635 members 
Entering Unmasked Estep 
Score: -28270786.000000 Penalty: 6122.506836
	Iteration 12Q: 3 clusters Score -2.827079e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 228404 members 
Entering Unmasked Estep 
Score: -28271314.000000 Penalty: 6122.506836
	Iteration 13Q: 3 clusters Score -2.827131e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 228753 members 
Entering Unmasked Estep 
Score: -28271548.000000 Penalty: 6122.506836
	Iteration 14Q: 3 clusters Score -2.827155e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 228916 members 
Entering Unmasked Estep 
Score: -28271648.000000 Penalty: 6122.506836
	Iteration 15Q: 3 clusters Score -2.827165e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 228987 members 
Entering Unmasked Estep 
Score: -28271750.000000 Penalty: 6122.506836
	Iteration 16Q: 3 clusters Score -2.827175e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 229033 members 
Entering Unmasked Estep 
Score: -28271820.000000 Penalty: 6122.506836
	Iteration 17Q: 3 clusters Score -2.827182e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 229064 members 
Entering Unmasked Estep 
Score: -28271840.000000 Penalty: 6122.506836
	Iteration 18Q: 3 clusters Score -2.827184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 229083 members 
Entering Unmasked Estep 
Score: -28271864.000000 Penalty: 6122.506836
	Iteration 19Q: 3 clusters Score -2.827186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 229090 members 
Entering Unmasked Estep 
Score: -28271880.000000 Penalty: 6122.506836
	Iteration 20F: 3 clusters Score -2.827188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 229099 members 
Entering Unmasked Estep 
Score: -28271898.000000 Penalty: 6122.506836
	Iteration 21Q: 3 clusters Score -2.82719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 229106 members 
Entering Unmasked Estep 
Score: -28271886.000000 Penalty: 6122.506836
	Iteration 22Q: 3 clusters Score -2.827189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 229113 members 
Entering Unmasked Estep 
Score: -28271906.000000 Penalty: 6122.506836
	Iteration 23Q: 3 clusters Score -2.827191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 229118 members 
Entering Unmasked Estep 
Score: -28271898.000000 Penalty: 6122.506836
	Iteration 24Q: 3 clusters Score -2.82719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229121 members 
Entering Unmasked Estep 
Score: -28271904.000000 Penalty: 6122.506836
	Iteration 25Q: 3 clusters Score -2.82719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229121 members 
Entering Unmasked Estep 
Score: -28271906.000000 Penalty: 6122.506836
	Iteration 26Q: 3 clusters Score -2.827191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229121 members 
Entering Unmasked Estep 
Score: -28271906.000000 Penalty: 6122.506836
	Iteration 27F: 3 clusters Score -2.827191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167238 members 
Entering Unmasked Estep 
Score: -20655690.000000 Penalty: 2982.739014
	Iteration 0F: 2 clusters Score -2.065569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -20545892.000000 Penalty: 5965.478027
	Iteration 0F: 3 clusters Score -2.054589e+07 nChanged 80166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -20593174.000000 Penalty: 5965.478027
	Iteration 1F: 3 clusters Score -2.059317e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -20594204.000000 Penalty: 5965.478027
	Iteration 2Q: 3 clusters Score -2.05942e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -20595690.000000 Penalty: 5965.478027
	Iteration 3Q: 3 clusters Score -2.059569e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -20597452.000000 Penalty: 5965.478027
	Iteration 4Q: 3 clusters Score -2.059745e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -20599570.000000 Penalty: 5965.478027
	Iteration 5Q: 3 clusters Score -2.059957e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 72666 members 
Entering Unmasked Estep 
Score: -20602260.000000 Penalty: 5965.478027
	Iteration 6Q: 3 clusters Score -2.060226e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99656 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -20605732.000000 Penalty: 5965.478027
	Iteration 7Q: 3 clusters Score -2.060573e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -20610598.000000 Penalty: 5965.478027
	Iteration 8F: 3 clusters Score -2.06106e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114384 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -20616768.000000 Penalty: 5965.478027
	Iteration 9F: 3 clusters Score -2.061677e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123460 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -20623724.000000 Penalty: 5965.478027
	Iteration 10F: 3 clusters Score -2.062372e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -20631134.000000 Penalty: 5965.478027
	Iteration 11F: 3 clusters Score -2.063113e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140820 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -20638532.000000 Penalty: 5965.478027
	Iteration 12F: 3 clusters Score -2.063853e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147220 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -20644472.000000 Penalty: 5965.478027
	Iteration 13Q: 3 clusters Score -2.064447e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151484 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -20648074.000000 Penalty: 5965.478027
	Iteration 14Q: 3 clusters Score -2.064807e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -20650088.000000 Penalty: 5965.478027
	Iteration 15Q: 3 clusters Score -2.065009e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156104 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -20651174.000000 Penalty: 5965.478027
	Iteration 16Q: 3 clusters Score -2.065117e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -20651872.000000 Penalty: 5965.478027
	Iteration 17Q: 3 clusters Score -2.065187e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158698 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -20652394.000000 Penalty: 5965.478027
	Iteration 18Q: 3 clusters Score -2.065239e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159635 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -20652780.000000 Penalty: 5965.478027
	Iteration 19Q: 3 clusters Score -2.065278e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160420 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -20653000.000000 Penalty: 5965.478027
	Iteration 20F: 3 clusters Score -2.0653e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161064 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -20653184.000000 Penalty: 5965.478027
	Iteration 21Q: 3 clusters Score -2.065318e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -20653278.000000 Penalty: 5965.478027
	Iteration 22Q: 3 clusters Score -2.065328e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -20653336.000000 Penalty: 5965.478027
	Iteration 23Q: 3 clusters Score -2.065334e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162446 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -20653414.000000 Penalty: 5965.478027
	Iteration 24Q: 3 clusters Score -2.065341e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20653496.000000 Penalty: 5965.478027
	Iteration 25Q: 3 clusters Score -2.06535e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -20653594.000000 Penalty: 5965.478027
	Iteration 26Q: 3 clusters Score -2.065359e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -20653602.000000 Penalty: 5965.478027
	Iteration 27Q: 3 clusters Score -2.06536e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163467 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -20653604.000000 Penalty: 5965.478027
	Iteration 28Q: 3 clusters Score -2.06536e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20653646.000000 Penalty: 5965.478027
	Iteration 29Q: 3 clusters Score -2.065365e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -20653704.000000 Penalty: 5965.478027
	Iteration 30Q: 3 clusters Score -2.06537e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -20653702.000000 Penalty: 5965.478027
	Iteration 31Q: 3 clusters Score -2.06537e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -20653740.000000 Penalty: 5965.478027
	Iteration 32Q: 3 clusters Score -2.065374e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164087 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -20653776.000000 Penalty: 5965.478027
	Iteration 33Q: 3 clusters Score -2.065378e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -20653766.000000 Penalty: 5965.478027
	Iteration 34Q: 3 clusters Score -2.065377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -20653776.000000 Penalty: 5965.478027
	Iteration 35Q: 3 clusters Score -2.065378e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -20653786.000000 Penalty: 5965.478027
	Iteration 36Q: 3 clusters Score -2.065379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -20653796.000000 Penalty: 5965.478027
	Iteration 37Q: 3 clusters Score -2.06538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -20653822.000000 Penalty: 5965.478027
	Iteration 38Q: 3 clusters Score -2.065382e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164457 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -20653816.000000 Penalty: 5965.478027
	Iteration 39Q: 3 clusters Score -2.065382e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -20653800.000000 Penalty: 5965.478027
	Iteration 40F: 3 clusters Score -2.06538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -20653808.000000 Penalty: 5965.478027
	Iteration 41Q: 3 clusters Score -2.065381e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164618 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20653842.000000 Penalty: 5965.478027
	Iteration 42Q: 3 clusters Score -2.065384e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164660 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20653802.000000 Penalty: 5965.478027
	Iteration 43Q: 3 clusters Score -2.06538e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164708 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -20653836.000000 Penalty: 5965.478027
	Iteration 44Q: 3 clusters Score -2.065384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164754 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20653828.000000 Penalty: 5965.478027
	Iteration 45Q: 3 clusters Score -2.065383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -20653884.000000 Penalty: 5965.478027
	Iteration 46Q: 3 clusters Score -2.065388e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20653852.000000 Penalty: 5965.478027
	Iteration 47Q: 3 clusters Score -2.065385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -20653858.000000 Penalty: 5965.478027
	Iteration 48Q: 3 clusters Score -2.065386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164884 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20653846.000000 Penalty: 5965.478027
	Iteration 49Q: 3 clusters Score -2.065385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20653854.000000 Penalty: 5965.478027
	Iteration 50Q: 3 clusters Score -2.065385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164920 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20653868.000000 Penalty: 5965.478027
	Iteration 51Q: 3 clusters Score -2.065387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20653868.000000 Penalty: 5965.478027
	Iteration 52Q: 3 clusters Score -2.065387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164962 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -20653866.000000 Penalty: 5965.478027
	Iteration 53Q: 3 clusters Score -2.065387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20653844.000000 Penalty: 5965.478027
	Iteration 54Q: 3 clusters Score -2.065384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164998 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -20653854.000000 Penalty: 5965.478027
	Iteration 55Q: 3 clusters Score -2.065385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165007 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20653862.000000 Penalty: 5965.478027
	Iteration 56Q: 3 clusters Score -2.065386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165021 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -20653890.000000 Penalty: 5965.478027
	Iteration 57Q: 3 clusters Score -2.065389e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -20653892.000000 Penalty: 5965.478027
	Iteration 58Q: 3 clusters Score -2.065389e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20653894.000000 Penalty: 5965.478027
	Iteration 59Q: 3 clusters Score -2.065389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20653896.000000 Penalty: 5965.478027
	Iteration 60F: 3 clusters Score -2.06539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20653884.000000 Penalty: 5965.478027
	Iteration 61Q: 3 clusters Score -2.065388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20653900.000000 Penalty: 5965.478027
	Iteration 62Q: 3 clusters Score -2.06539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20653908.000000 Penalty: 5965.478027
	Iteration 63Q: 3 clusters Score -2.065391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20653898.000000 Penalty: 5965.478027
	Iteration 64Q: 3 clusters Score -2.06539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -20653894.000000 Penalty: 5965.478027
	Iteration 65Q: 3 clusters Score -2.065389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165091 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -20653894.000000 Penalty: 5965.478027
	Iteration 66Q: 3 clusters Score -2.065389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20653900.000000 Penalty: 5965.478027
	Iteration 67Q: 3 clusters Score -2.06539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165098 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -20653892.000000 Penalty: 5965.478027
	Iteration 68Q: 3 clusters Score -2.065389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20653896.000000 Penalty: 5965.478027
	Iteration 69Q: 3 clusters Score -2.06539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -20653894.000000 Penalty: 5965.478027
	Iteration 70Q: 3 clusters Score -2.065389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20653920.000000 Penalty: 5965.478027
	Iteration 71Q: 3 clusters Score -2.065392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20653916.000000 Penalty: 5965.478027
	Iteration 72Q: 3 clusters Score -2.065392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -20653928.000000 Penalty: 5965.478027
	Iteration 73Q: 3 clusters Score -2.065393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165120 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -20653916.000000 Penalty: 5965.478027
	Iteration 74Q: 3 clusters Score -2.065392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20653918.000000 Penalty: 5965.478027
	Iteration 75Q: 3 clusters Score -2.065392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165121 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20653918.000000 Penalty: 5965.478027
	Iteration 76F: 3 clusters Score -2.065392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -90092.437500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -90092.44 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 421 members 
Entering Unmasked Estep 
Score: -88315.226562 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -88315.23 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88602.593750 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -88602.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88746.562500 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -88746.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88845.515625 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -88845.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88890.250000 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -88890.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88926.476562 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -88926.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88950.867188 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -88950.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88968.812500 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -88968.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -88984.242188 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -88984.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88990.000000 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -88990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88993.843750 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -88993.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -89001.984375 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -89001.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -89010.015625 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -89010.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89017.171875 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -89017.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89025.414062 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -89025.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89035.492188 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -89035.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89046.601562 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -89046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -89058.835938 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -89058.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -89080.445312 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -89080.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -89088.023438 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -89088.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -89088.023438 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -89088.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Entering Unmasked Estep 
Score: -2449718.500000 Penalty: 2456.708740
	Iteration 0F: 2 clusters Score -2449718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2435634.500000 Penalty: 4913.417480
	Iteration 0F: 3 clusters Score -2435634 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2440374.750000 Penalty: 4913.417480
	Iteration 1F: 3 clusters Score -2440375 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2440728.500000 Penalty: 4913.417480
	Iteration 2F: 3 clusters Score -2440728 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2441005.500000 Penalty: 4913.417480
	Iteration 3Q: 3 clusters Score -2441006 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2441221.250000 Penalty: 4913.417480
	Iteration 4Q: 3 clusters Score -2441221 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2441396.750000 Penalty: 4913.417480
	Iteration 5Q: 3 clusters Score -2441397 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2441554.000000 Penalty: 4913.417480
	Iteration 6Q: 3 clusters Score -2441554 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2441701.250000 Penalty: 4913.417480
	Iteration 7Q: 3 clusters Score -2441701 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2441836.000000 Penalty: 4913.417480
	Iteration 8Q: 3 clusters Score -2441836 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2441971.500000 Penalty: 4913.417480
	Iteration 9Q: 3 clusters Score -2441972 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2442140.000000 Penalty: 4913.417480
	Iteration 10Q: 3 clusters Score -2442140 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2442329.500000 Penalty: 4913.417480
	Iteration 11Q: 3 clusters Score -2442330 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2442592.500000 Penalty: 4913.417480
	Iteration 12Q: 3 clusters Score -2442592 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2442937.250000 Penalty: 4913.417480
	Iteration 13Q: 3 clusters Score -2442937 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2443407.250000 Penalty: 4913.417480
	Iteration 14Q: 3 clusters Score -2443407 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2443962.500000 Penalty: 4913.417480
	Iteration 15Q: 3 clusters Score -2443962 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2444498.500000 Penalty: 4913.417480
	Iteration 16Q: 3 clusters Score -2444498 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2444912.750000 Penalty: 4913.417480
	Iteration 17Q: 3 clusters Score -2444913 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2445160.000000 Penalty: 4913.417480
	Iteration 18Q: 3 clusters Score -2445160 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2445341.750000 Penalty: 4913.417480
	Iteration 19Q: 3 clusters Score -2445342 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2445467.000000 Penalty: 4913.417480
	Iteration 20F: 3 clusters Score -2445467 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2445593.250000 Penalty: 4913.417480
	Iteration 21Q: 3 clusters Score -2445593 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2445726.750000 Penalty: 4913.417480
	Iteration 22Q: 3 clusters Score -2445727 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2445827.000000 Penalty: 4913.417480
	Iteration 23Q: 3 clusters Score -2445827 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2445954.000000 Penalty: 4913.417480
	Iteration 24Q: 3 clusters Score -2445954 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2446062.750000 Penalty: 4913.417480
	Iteration 25Q: 3 clusters Score -2446063 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2446175.000000 Penalty: 4913.417480
	Iteration 26Q: 3 clusters Score -2446175 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2446299.500000 Penalty: 4913.417480
	Iteration 27Q: 3 clusters Score -2446300 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2446432.750000 Penalty: 4913.417480
	Iteration 28Q: 3 clusters Score -2446433 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2446534.750000 Penalty: 4913.417480
	Iteration 29Q: 3 clusters Score -2446535 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2446612.500000 Penalty: 4913.417480
	Iteration 30Q: 3 clusters Score -2446612 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2446665.750000 Penalty: 4913.417480
	Iteration 31Q: 3 clusters Score -2446666 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2446715.750000 Penalty: 4913.417480
	Iteration 32Q: 3 clusters Score -2446716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2446765.500000 Penalty: 4913.417480
	Iteration 33Q: 3 clusters Score -2446766 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2446809.000000 Penalty: 4913.417480
	Iteration 34Q: 3 clusters Score -2446809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2446843.750000 Penalty: 4913.417480
	Iteration 35Q: 3 clusters Score -2446844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2446874.000000 Penalty: 4913.417480
	Iteration 36Q: 3 clusters Score -2446874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2446902.250000 Penalty: 4913.417480
	Iteration 37Q: 3 clusters Score -2446902 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2446930.750000 Penalty: 4913.417480
	Iteration 38Q: 3 clusters Score -2446931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2446949.000000 Penalty: 4913.417480
	Iteration 39Q: 3 clusters Score -2446949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2446975.750000 Penalty: 4913.417480
	Iteration 40F: 3 clusters Score -2446976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2446991.000000 Penalty: 4913.417480
	Iteration 41Q: 3 clusters Score -2446991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2447004.250000 Penalty: 4913.417480
	Iteration 42Q: 3 clusters Score -2447004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2447022.250000 Penalty: 4913.417480
	Iteration 43Q: 3 clusters Score -2447022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2447039.500000 Penalty: 4913.417480
	Iteration 44Q: 3 clusters Score -2447040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2447052.250000 Penalty: 4913.417480
	Iteration 45Q: 3 clusters Score -2447052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2447078.500000 Penalty: 4913.417480
	Iteration 46Q: 3 clusters Score -2447078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2447108.250000 Penalty: 4913.417480
	Iteration 47Q: 3 clusters Score -2447108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2447140.000000 Penalty: 4913.417480
	Iteration 48Q: 3 clusters Score -2447140 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2447163.500000 Penalty: 4913.417480
	Iteration 49Q: 3 clusters Score -2447164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2447181.500000 Penalty: 4913.417480
	Iteration 50Q: 3 clusters Score -2447182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2447198.750000 Penalty: 4913.417480
	Iteration 51Q: 3 clusters Score -2447199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2447210.500000 Penalty: 4913.417480
	Iteration 52Q: 3 clusters Score -2447210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2447241.000000 Penalty: 4913.417480
	Iteration 53Q: 3 clusters Score -2447241 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2447251.250000 Penalty: 4913.417480
	Iteration 54Q: 3 clusters Score -2447251 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2447282.000000 Penalty: 4913.417480
	Iteration 55Q: 3 clusters Score -2447282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2447308.000000 Penalty: 4913.417480
	Iteration 56Q: 3 clusters Score -2447308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2447330.000000 Penalty: 4913.417480
	Iteration 57Q: 3 clusters Score -2447330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2447337.750000 Penalty: 4913.417480
	Iteration 58Q: 3 clusters Score -2447338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2447345.500000 Penalty: 4913.417480
	Iteration 59Q: 3 clusters Score -2447346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2447350.250000 Penalty: 4913.417480
	Iteration 60F: 3 clusters Score -2447350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2447357.250000 Penalty: 4913.417480
	Iteration 61Q: 3 clusters Score -2447357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2447366.000000 Penalty: 4913.417480
	Iteration 62Q: 3 clusters Score -2447366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2447374.250000 Penalty: 4913.417480
	Iteration 63Q: 3 clusters Score -2447374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2447375.250000 Penalty: 4913.417480
	Iteration 64Q: 3 clusters Score -2447375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2447379.500000 Penalty: 4913.417480
	Iteration 65Q: 3 clusters Score -2447380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2447380.250000 Penalty: 4913.417480
	Iteration 66Q: 3 clusters Score -2447380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2447386.250000 Penalty: 4913.417480
	Iteration 67Q: 3 clusters Score -2447386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2447386.250000 Penalty: 4913.417480
	Iteration 68Q: 3 clusters Score -2447386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2447389.000000 Penalty: 4913.417480
	Iteration 69Q: 3 clusters Score -2447389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2447399.750000 Penalty: 4913.417480
	Iteration 70Q: 3 clusters Score -2447400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2447407.000000 Penalty: 4913.417480
	Iteration 71Q: 3 clusters Score -2447407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2447410.750000 Penalty: 4913.417480
	Iteration 72Q: 3 clusters Score -2447411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2447417.000000 Penalty: 4913.417480
	Iteration 73Q: 3 clusters Score -2447417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2447416.500000 Penalty: 4913.417480
	Iteration 74Q: 3 clusters Score -2447416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2447424.000000 Penalty: 4913.417480
	Iteration 75Q: 3 clusters Score -2447424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2447420.750000 Penalty: 4913.417480
	Iteration 76Q: 3 clusters Score -2447421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2447427.250000 Penalty: 4913.417480
	Iteration 77Q: 3 clusters Score -2447427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2447426.000000 Penalty: 4913.417480
	Iteration 78Q: 3 clusters Score -2447426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2447429.750000 Penalty: 4913.417480
	Iteration 79Q: 3 clusters Score -2447430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2447429.000000 Penalty: 4913.417480
	Iteration 80F: 3 clusters Score -2447429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2447428.250000 Penalty: 4913.417480
	Iteration 81Q: 3 clusters Score -2447428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2447430.500000 Penalty: 4913.417480
	Iteration 82Q: 3 clusters Score -2447430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2447430.750000 Penalty: 4913.417480
	Iteration 83Q: 3 clusters Score -2447431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2447430.750000 Penalty: 4913.417480
	Iteration 84F: 3 clusters Score -2447431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (101089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Entering Unmasked Estep 
Score: -12574433.000000 Penalty: 2857.891846
	Iteration 0F: 2 clusters Score -1.257443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -12506621.000000 Penalty: 5715.783691
	Iteration 0F: 3 clusters Score -1.250662e+07 nChanged 48099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -12534362.000000 Penalty: 5715.783691
	Iteration 1F: 3 clusters Score -1.253436e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -12535275.000000 Penalty: 5715.783691
	Iteration 2Q: 3 clusters Score -1.253528e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -12536290.000000 Penalty: 5715.783691
	Iteration 3Q: 3 clusters Score -1.253629e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -12537501.000000 Penalty: 5715.783691
	Iteration 4Q: 3 clusters Score -1.25375e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -12538914.000000 Penalty: 5715.783691
	Iteration 5Q: 3 clusters Score -1.253891e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -12540554.000000 Penalty: 5715.783691
	Iteration 6Q: 3 clusters Score -1.254055e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -12542585.000000 Penalty: 5715.783691
	Iteration 7Q: 3 clusters Score -1.254258e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -12545088.000000 Penalty: 5715.783691
	Iteration 8Q: 3 clusters Score -1.254509e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -12547956.000000 Penalty: 5715.783691
	Iteration 9F: 3 clusters Score -1.254796e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -12551283.000000 Penalty: 5715.783691
	Iteration 10F: 3 clusters Score -1.255128e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -12554620.000000 Penalty: 5715.783691
	Iteration 11F: 3 clusters Score -1.255462e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 81718 members 
Entering Unmasked Estep 
Score: -12557914.000000 Penalty: 5715.783691
	Iteration 12F: 3 clusters Score -1.255791e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -12561408.000000 Penalty: 5715.783691
	Iteration 13Q: 3 clusters Score -1.256141e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 90890 members 
Entering Unmasked Estep 
Score: -12564715.000000 Penalty: 5715.783691
	Iteration 14Q: 3 clusters Score -1.256472e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -12567320.000000 Penalty: 5715.783691
	Iteration 15Q: 3 clusters Score -1.256732e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 96809 members 
Entering Unmasked Estep 
Score: -12569177.000000 Penalty: 5715.783691
	Iteration 16Q: 3 clusters Score -1.256918e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -12570313.000000 Penalty: 5715.783691
	Iteration 17Q: 3 clusters Score -1.257031e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -12571016.000000 Penalty: 5715.783691
	Iteration 18Q: 3 clusters Score -1.257102e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -12571374.000000 Penalty: 5715.783691
	Iteration 19Q: 3 clusters Score -1.257137e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 100103 members 
Entering Unmasked Estep 
Score: -12571595.000000 Penalty: 5715.783691
	Iteration 20F: 3 clusters Score -1.25716e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -12571712.000000 Penalty: 5715.783691
	Iteration 21Q: 3 clusters Score -1.257171e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -12571796.000000 Penalty: 5715.783691
	Iteration 22Q: 3 clusters Score -1.25718e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 100440 members 
Entering Unmasked Estep 
Score: -12571855.000000 Penalty: 5715.783691
	Iteration 23Q: 3 clusters Score -1.257186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 100481 members 
Entering Unmasked Estep 
Score: -12571896.000000 Penalty: 5715.783691
	Iteration 24Q: 3 clusters Score -1.25719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 100501 members 
Entering Unmasked Estep 
Score: -12571910.000000 Penalty: 5715.783691
	Iteration 25Q: 3 clusters Score -1.257191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -12571939.000000 Penalty: 5715.783691
	Iteration 26Q: 3 clusters Score -1.257194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 100533 members 
Entering Unmasked Estep 
Score: -12571939.000000 Penalty: 5715.783691
	Iteration 27Q: 3 clusters Score -1.257194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 100539 members 
Entering Unmasked Estep 
Score: -12571955.000000 Penalty: 5715.783691
	Iteration 28Q: 3 clusters Score -1.257196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -12571968.000000 Penalty: 5715.783691
	Iteration 29Q: 3 clusters Score -1.257197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -12571976.000000 Penalty: 5715.783691
	Iteration 30Q: 3 clusters Score -1.257198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -12571972.000000 Penalty: 5715.783691
	Iteration 31Q: 3 clusters Score -1.257197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
Score: -12571983.000000 Penalty: 5715.783691
	Iteration 32Q: 3 clusters Score -1.257198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -12571988.000000 Penalty: 5715.783691
	Iteration 33Q: 3 clusters Score -1.257199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -12571988.000000 Penalty: 5715.783691
	Iteration 34Q: 3 clusters Score -1.257199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12571992.000000 Penalty: 5715.783691
	Iteration 35Q: 3 clusters Score -1.257199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -12571992.000000 Penalty: 5715.783691
	Iteration 36Q: 3 clusters Score -1.257199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12571988.000000 Penalty: 5715.783691
	Iteration 37Q: 3 clusters Score -1.257199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -12571988.000000 Penalty: 5715.783691
	Iteration 38F: 3 clusters Score -1.257199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -771169.187500 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -771169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -765696.250000 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -765696.2 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -767276.437500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -767276.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -767802.000000 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -767802 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -768408.500000 Penalty: 4363.958496
	Iteration 3F: 3 clusters Score -768408.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -768976.062500 Penalty: 4363.958496
	Iteration 4F: 3 clusters Score -768976.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -769402.312500 Penalty: 4363.958496
	Iteration 5F: 3 clusters Score -769402.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -769686.000000 Penalty: 4363.958496
	Iteration 6F: 3 clusters Score -769686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -769868.375000 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -769868.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -769992.625000 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -769992.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -770093.187500 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -770093.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -770168.000000 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -770168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -770218.937500 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -770218.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -770254.625000 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -770254.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -770292.687500 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -770292.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -770325.812500 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -770325.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -770351.687500 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -770351.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -770372.500000 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -770372.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -770389.562500 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -770389.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -770400.562500 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -770400.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -770403.937500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -770403.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -770410.687500 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -770410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -770413.375000 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -770413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -770416.812500 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -770416.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -770416.875000 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -770416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -770418.437500 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -770418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -770418.375000 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -770418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -770421.437500 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -770421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -770420.125000 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -770420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -770419.062500 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -770419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -770420.625000 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -770420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -770420.812500 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -770420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -770422.250000 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -770422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -770422.625000 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -770422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -770422.625000 Penalty: 4363.958496
	Iteration 33F: 3 clusters Score -770422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Entering Unmasked Estep 
Score: -10831948.000000 Penalty: 2831.524658
	Iteration 0F: 2 clusters Score -1.083195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -10770914.000000 Penalty: 5663.049316
	Iteration 0F: 3 clusters Score -1.077091e+07 nChanged 42533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -10795013.000000 Penalty: 5663.049316
	Iteration 1F: 3 clusters Score -1.079501e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -10795652.000000 Penalty: 5663.049316
	Iteration 2Q: 3 clusters Score -1.079565e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -10796657.000000 Penalty: 5663.049316
	Iteration 3Q: 3 clusters Score -1.079666e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -10798359.000000 Penalty: 5663.049316
	Iteration 4Q: 3 clusters Score -1.079836e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -10801569.000000 Penalty: 5663.049316
	Iteration 5F: 3 clusters Score -1.080157e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -10807608.000000 Penalty: 5663.049316
	Iteration 6F: 3 clusters Score -1.080761e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -10816195.000000 Penalty: 5663.049316
	Iteration 7F: 3 clusters Score -1.08162e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
Score: -10823993.000000 Penalty: 5663.049316
	Iteration 8F: 3 clusters Score -1.082399e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 89202 members 
Entering Unmasked Estep 
Score: -10827785.000000 Penalty: 5663.049316
	Iteration 9Q: 3 clusters Score -1.082778e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -10828945.000000 Penalty: 5663.049316
	Iteration 10Q: 3 clusters Score -1.082894e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -10829257.000000 Penalty: 5663.049316
	Iteration 11Q: 3 clusters Score -1.082926e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -10829343.000000 Penalty: 5663.049316
	Iteration 12Q: 3 clusters Score -1.082934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -10829387.000000 Penalty: 5663.049316
	Iteration 13Q: 3 clusters Score -1.082939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -10829399.000000 Penalty: 5663.049316
	Iteration 14Q: 3 clusters Score -1.08294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -10829422.000000 Penalty: 5663.049316
	Iteration 15Q: 3 clusters Score -1.082942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -10829423.000000 Penalty: 5663.049316
	Iteration 16Q: 3 clusters Score -1.082942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -10829431.000000 Penalty: 5663.049316
	Iteration 17Q: 3 clusters Score -1.082943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -10829441.000000 Penalty: 5663.049316
	Iteration 18Q: 3 clusters Score -1.082944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -10829454.000000 Penalty: 5663.049316
	Iteration 19Q: 3 clusters Score -1.082945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 90719 members 
Entering Unmasked Estep 
Score: -10829455.000000 Penalty: 5663.049316
	Iteration 20F: 3 clusters Score -1.082946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -10829453.000000 Penalty: 5663.049316
	Iteration 21Q: 3 clusters Score -1.082945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -10829453.000000 Penalty: 5663.049316
	Iteration 22F: 3 clusters Score -1.082945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Entering Unmasked Estep 
Score: -12985915.000000 Penalty: 2866.458496
	Iteration 0F: 2 clusters Score -1.298592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -12916030.000000 Penalty: 5732.916992
	Iteration 0F: 3 clusters Score -1.291603e+07 nChanged 49399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -12944504.000000 Penalty: 5732.916992
	Iteration 1F: 3 clusters Score -1.29445e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -12946016.000000 Penalty: 5732.916992
	Iteration 2Q: 3 clusters Score -1.294602e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -12948127.000000 Penalty: 5732.916992
	Iteration 3Q: 3 clusters Score -1.294813e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -12951443.000000 Penalty: 5732.916992
	Iteration 4F: 3 clusters Score -1.295144e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -12956266.000000 Penalty: 5732.916992
	Iteration 5F: 3 clusters Score -1.295627e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -12962473.000000 Penalty: 5732.916992
	Iteration 6F: 3 clusters Score -1.296247e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -12969712.000000 Penalty: 5732.916992
	Iteration 7F: 3 clusters Score -1.296971e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -12975678.000000 Penalty: 5732.916992
	Iteration 8F: 3 clusters Score -1.297568e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -12978357.000000 Penalty: 5732.916992
	Iteration 9Q: 3 clusters Score -1.297836e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -12979288.000000 Penalty: 5732.916992
	Iteration 10Q: 3 clusters Score -1.297929e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -12979887.000000 Penalty: 5732.916992
	Iteration 11Q: 3 clusters Score -1.297989e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -12980285.000000 Penalty: 5732.916992
	Iteration 12Q: 3 clusters Score -1.298028e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 88094 members 
Entering Unmasked Estep 
Score: -12980693.000000 Penalty: 5732.916992
	Iteration 13Q: 3 clusters Score -1.298069e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -12980957.000000 Penalty: 5732.916992
	Iteration 14Q: 3 clusters Score -1.298096e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -12981258.000000 Penalty: 5732.916992
	Iteration 15Q: 3 clusters Score -1.298126e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -12981526.000000 Penalty: 5732.916992
	Iteration 16Q: 3 clusters Score -1.298153e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -12981789.000000 Penalty: 5732.916992
	Iteration 17Q: 3 clusters Score -1.298179e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -12982041.000000 Penalty: 5732.916992
	Iteration 18Q: 3 clusters Score -1.298204e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -12982273.000000 Penalty: 5732.916992
	Iteration 19Q: 3 clusters Score -1.298227e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -12982510.000000 Penalty: 5732.916992
	Iteration 20F: 3 clusters Score -1.298251e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -12982669.000000 Penalty: 5732.916992
	Iteration 21Q: 3 clusters Score -1.298267e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -12982883.000000 Penalty: 5732.916992
	Iteration 22Q: 3 clusters Score -1.298288e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -12983039.000000 Penalty: 5732.916992
	Iteration 23Q: 3 clusters Score -1.298304e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -12983163.000000 Penalty: 5732.916992
	Iteration 24Q: 3 clusters Score -1.298316e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 97467 members 
Entering Unmasked Estep 
Score: -12983319.000000 Penalty: 5732.916992
	Iteration 25Q: 3 clusters Score -1.298332e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -12983523.000000 Penalty: 5732.916992
	Iteration 26Q: 3 clusters Score -1.298352e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -12983636.000000 Penalty: 5732.916992
	Iteration 27Q: 3 clusters Score -1.298364e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -12983786.000000 Penalty: 5732.916992
	Iteration 28Q: 3 clusters Score -1.298379e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -12983872.000000 Penalty: 5732.916992
	Iteration 29Q: 3 clusters Score -1.298387e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 99477 members 
Entering Unmasked Estep 
Score: -12983927.000000 Penalty: 5732.916992
	Iteration 30Q: 3 clusters Score -1.298393e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -12984014.000000 Penalty: 5732.916992
	Iteration 31Q: 3 clusters Score -1.298401e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 100027 members 
Entering Unmasked Estep 
Score: -12984070.000000 Penalty: 5732.916992
	Iteration 32Q: 3 clusters Score -1.298407e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -12984145.000000 Penalty: 5732.916992
	Iteration 33Q: 3 clusters Score -1.298414e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -12984212.000000 Penalty: 5732.916992
	Iteration 34Q: 3 clusters Score -1.298421e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -12984277.000000 Penalty: 5732.916992
	Iteration 35Q: 3 clusters Score -1.298428e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -12984309.000000 Penalty: 5732.916992
	Iteration 36Q: 3 clusters Score -1.298431e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -12984317.000000 Penalty: 5732.916992
	Iteration 37Q: 3 clusters Score -1.298432e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -12984335.000000 Penalty: 5732.916992
	Iteration 38Q: 3 clusters Score -1.298434e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -12984355.000000 Penalty: 5732.916992
	Iteration 39Q: 3 clusters Score -1.298436e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -12984351.000000 Penalty: 5732.916992
	Iteration 40F: 3 clusters Score -1.298435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -12984371.000000 Penalty: 5732.916992
	Iteration 41Q: 3 clusters Score -1.298437e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -12984367.000000 Penalty: 5732.916992
	Iteration 42Q: 3 clusters Score -1.298437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -12984385.000000 Penalty: 5732.916992
	Iteration 43Q: 3 clusters Score -1.298438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 101497 members 
Entering Unmasked Estep 
Score: -12984381.000000 Penalty: 5732.916992
	Iteration 44Q: 3 clusters Score -1.298438e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -12984375.000000 Penalty: 5732.916992
	Iteration 45Q: 3 clusters Score -1.298438e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 101583 members 
Entering Unmasked Estep 
Score: -12984363.000000 Penalty: 5732.916992
	Iteration 46Q: 3 clusters Score -1.298436e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 101623 members 
Entering Unmasked Estep 
Score: -12984383.000000 Penalty: 5732.916992
	Iteration 47Q: 3 clusters Score -1.298438e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -12984374.000000 Penalty: 5732.916992
	Iteration 48Q: 3 clusters Score -1.298437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 101676 members 
Entering Unmasked Estep 
Score: -12984394.000000 Penalty: 5732.916992
	Iteration 49Q: 3 clusters Score -1.298439e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -12984416.000000 Penalty: 5732.916992
	Iteration 50Q: 3 clusters Score -1.298442e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
Score: -12984418.000000 Penalty: 5732.916992
	Iteration 51Q: 3 clusters Score -1.298442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 101757 members 
Entering Unmasked Estep 
Score: -12984412.000000 Penalty: 5732.916992
	Iteration 52Q: 3 clusters Score -1.298441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -12984390.000000 Penalty: 5732.916992
	Iteration 53Q: 3 clusters Score -1.298439e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -12984403.000000 Penalty: 5732.916992
	Iteration 54Q: 3 clusters Score -1.29844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -12984402.000000 Penalty: 5732.916992
	Iteration 55Q: 3 clusters Score -1.29844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -12984426.000000 Penalty: 5732.916992
	Iteration 56Q: 3 clusters Score -1.298443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -12984430.000000 Penalty: 5732.916992
	Iteration 57Q: 3 clusters Score -1.298443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -12984429.000000 Penalty: 5732.916992
	Iteration 58Q: 3 clusters Score -1.298443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -12984432.000000 Penalty: 5732.916992
	Iteration 59Q: 3 clusters Score -1.298443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 101941 members 
Entering Unmasked Estep 
Score: -12984418.000000 Penalty: 5732.916992
	Iteration 60F: 3 clusters Score -1.298442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 101973 members 
Entering Unmasked Estep 
Score: -12984415.000000 Penalty: 5732.916992
	Iteration 61Q: 3 clusters Score -1.298442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -12984432.000000 Penalty: 5732.916992
	Iteration 62Q: 3 clusters Score -1.298443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -12984431.000000 Penalty: 5732.916992
	Iteration 63Q: 3 clusters Score -1.298443e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -12984417.000000 Penalty: 5732.916992
	Iteration 64Q: 3 clusters Score -1.298442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 102082 members 
Entering Unmasked Estep 
Score: -12984408.000000 Penalty: 5732.916992
	Iteration 65Q: 3 clusters Score -1.298441e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -12984411.000000 Penalty: 5732.916992
	Iteration 66Q: 3 clusters Score -1.298441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 102147 members 
Entering Unmasked Estep 
Score: -12984440.000000 Penalty: 5732.916992
	Iteration 67Q: 3 clusters Score -1.298444e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -12984447.000000 Penalty: 5732.916992
	Iteration 68Q: 3 clusters Score -1.298445e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 102208 members 
Entering Unmasked Estep 
Score: -12984444.000000 Penalty: 5732.916992
	Iteration 69Q: 3 clusters Score -1.298444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -12984444.000000 Penalty: 5732.916992
	Iteration 70Q: 3 clusters Score -1.298444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -12984463.000000 Penalty: 5732.916992
	Iteration 71Q: 3 clusters Score -1.298446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -12984473.000000 Penalty: 5732.916992
	Iteration 72Q: 3 clusters Score -1.298447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -12984469.000000 Penalty: 5732.916992
	Iteration 73Q: 3 clusters Score -1.298447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -12984486.000000 Penalty: 5732.916992
	Iteration 74Q: 3 clusters Score -1.298449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -12984479.000000 Penalty: 5732.916992
	Iteration 75Q: 3 clusters Score -1.298448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -12984487.000000 Penalty: 5732.916992
	Iteration 76Q: 3 clusters Score -1.298449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -12984490.000000 Penalty: 5732.916992
	Iteration 77Q: 3 clusters Score -1.298449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 102314 members 
Entering Unmasked Estep 
Score: -12984489.000000 Penalty: 5732.916992
	Iteration 78Q: 3 clusters Score -1.298449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -12984488.000000 Penalty: 5732.916992
	Iteration 79Q: 3 clusters Score -1.298449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -12984488.000000 Penalty: 5732.916992
	Iteration 80F: 3 clusters Score -1.298449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 102330 members 
Entering Unmasked Estep 
Score: -12984481.000000 Penalty: 5732.916992
	Iteration 81Q: 3 clusters Score -1.298448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -12984480.000000 Penalty: 5732.916992
	Iteration 82Q: 3 clusters Score -1.298448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -12984488.000000 Penalty: 5732.916992
	Iteration 83Q: 3 clusters Score -1.298449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -12984479.000000 Penalty: 5732.916992
	Iteration 84Q: 3 clusters Score -1.298448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -12984479.000000 Penalty: 5732.916992
	Iteration 85F: 3 clusters Score -1.298448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -431359.312500 Penalty: 2029.482544
	Iteration 0F: 2 clusters Score -431359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -427758.656250 Penalty: 4058.965088
	Iteration 0F: 3 clusters Score -427758.7 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -428525.906250 Penalty: 4058.965088
	Iteration 1F: 3 clusters Score -428525.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -428711.625000 Penalty: 4058.965088
	Iteration 2F: 3 clusters Score -428711.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -428843.031250 Penalty: 4058.965088
	Iteration 3Q: 3 clusters Score -428843 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -428942.312500 Penalty: 4058.965088
	Iteration 4Q: 3 clusters Score -428942.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -429024.218750 Penalty: 4058.965088
	Iteration 5Q: 3 clusters Score -429024.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -429082.468750 Penalty: 4058.965088
	Iteration 6Q: 3 clusters Score -429082.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -429147.843750 Penalty: 4058.965088
	Iteration 7Q: 3 clusters Score -429147.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -429211.625000 Penalty: 4058.965088
	Iteration 8Q: 3 clusters Score -429211.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -429291.437500 Penalty: 4058.965088
	Iteration 9Q: 3 clusters Score -429291.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -429397.812500 Penalty: 4058.965088
	Iteration 10Q: 3 clusters Score -429397.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -429494.906250 Penalty: 4058.965088
	Iteration 11Q: 3 clusters Score -429494.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -429601.968750 Penalty: 4058.965088
	Iteration 12Q: 3 clusters Score -429602 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429726.093750 Penalty: 4058.965088
	Iteration 13Q: 3 clusters Score -429726.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429822.750000 Penalty: 4058.965088
	Iteration 14Q: 3 clusters Score -429822.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -429879.562500 Penalty: 4058.965088
	Iteration 15Q: 3 clusters Score -429879.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -429930.062500 Penalty: 4058.965088
	Iteration 16Q: 3 clusters Score -429930.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -429970.375000 Penalty: 4058.965088
	Iteration 17Q: 3 clusters Score -429970.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -430006.781250 Penalty: 4058.965088
	Iteration 18Q: 3 clusters Score -430006.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -430031.687500 Penalty: 4058.965088
	Iteration 19Q: 3 clusters Score -430031.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -430045.843750 Penalty: 4058.965088
	Iteration 20F: 3 clusters Score -430045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -430054.968750 Penalty: 4058.965088
	Iteration 21Q: 3 clusters Score -430055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -430060.187500 Penalty: 4058.965088
	Iteration 22Q: 3 clusters Score -430060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -430066.312500 Penalty: 4058.965088
	Iteration 23Q: 3 clusters Score -430066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -430069.906250 Penalty: 4058.965088
	Iteration 24Q: 3 clusters Score -430069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -430071.125000 Penalty: 4058.965088
	Iteration 25Q: 3 clusters Score -430071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -430073.968750 Penalty: 4058.965088
	Iteration 26Q: 3 clusters Score -430074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -430076.656250 Penalty: 4058.965088
	Iteration 27Q: 3 clusters Score -430076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -430081.562500 Penalty: 4058.965088
	Iteration 28Q: 3 clusters Score -430081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -430090.468750 Penalty: 4058.965088
	Iteration 29Q: 3 clusters Score -430090.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -430097.781250 Penalty: 4058.965088
	Iteration 30Q: 3 clusters Score -430097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -430105.156250 Penalty: 4058.965088
	Iteration 31Q: 3 clusters Score -430105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -430117.656250 Penalty: 4058.965088
	Iteration 32Q: 3 clusters Score -430117.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -430139.437500 Penalty: 4058.965088
	Iteration 33Q: 3 clusters Score -430139.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -430173.250000 Penalty: 4058.965088
	Iteration 34Q: 3 clusters Score -430173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -430199.031250 Penalty: 4058.965088
	Iteration 35Q: 3 clusters Score -430199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -430222.906250 Penalty: 4058.965088
	Iteration 36Q: 3 clusters Score -430222.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -430241.000000 Penalty: 4058.965088
	Iteration 37Q: 3 clusters Score -430241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -430261.656250 Penalty: 4058.965088
	Iteration 38Q: 3 clusters Score -430261.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -430284.468750 Penalty: 4058.965088
	Iteration 39Q: 3 clusters Score -430284.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -430300.968750 Penalty: 4058.965088
	Iteration 40F: 3 clusters Score -430301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -430320.093750 Penalty: 4058.965088
	Iteration 41Q: 3 clusters Score -430320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -430334.125000 Penalty: 4058.965088
	Iteration 42Q: 3 clusters Score -430334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -430342.000000 Penalty: 4058.965088
	Iteration 43Q: 3 clusters Score -430342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -430345.968750 Penalty: 4058.965088
	Iteration 44Q: 3 clusters Score -430346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -430348.656250 Penalty: 4058.965088
	Iteration 45Q: 3 clusters Score -430348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -430350.468750 Penalty: 4058.965088
	Iteration 46Q: 3 clusters Score -430350.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -430355.062500 Penalty: 4058.965088
	Iteration 47Q: 3 clusters Score -430355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430358.343750 Penalty: 4058.965088
	Iteration 48Q: 3 clusters Score -430358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430358.062500 Penalty: 4058.965088
	Iteration 49Q: 3 clusters Score -430358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -430359.500000 Penalty: 4058.965088
	Iteration 50Q: 3 clusters Score -430359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430359.906250 Penalty: 4058.965088
	Iteration 51Q: 3 clusters Score -430359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430360.656250 Penalty: 4058.965088
	Iteration 52Q: 3 clusters Score -430360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430360.656250 Penalty: 4058.965088
	Iteration 53F: 3 clusters Score -430360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Entering Unmasked Estep 
Score: -485939.343750 Penalty: 2060.127441
	Iteration 0F: 2 clusters Score -485939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -482008.937500 Penalty: 4120.254883
	Iteration 0F: 3 clusters Score -482008.9 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -482990.375000 Penalty: 4120.254883
	Iteration 1F: 3 clusters Score -482990.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -483242.281250 Penalty: 4120.254883
	Iteration 2F: 3 clusters Score -483242.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -483429.843750 Penalty: 4120.254883
	Iteration 3F: 3 clusters Score -483429.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -483569.500000 Penalty: 4120.254883
	Iteration 4Q: 3 clusters Score -483569.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -483725.687500 Penalty: 4120.254883
	Iteration 5Q: 3 clusters Score -483725.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -483884.250000 Penalty: 4120.254883
	Iteration 6Q: 3 clusters Score -483884.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -484060.218750 Penalty: 4120.254883
	Iteration 7Q: 3 clusters Score -484060.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -484240.375000 Penalty: 4120.254883
	Iteration 8Q: 3 clusters Score -484240.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -484416.312500 Penalty: 4120.254883
	Iteration 9Q: 3 clusters Score -484416.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -484594.031250 Penalty: 4120.254883
	Iteration 10Q: 3 clusters Score -484594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -484782.468750 Penalty: 4120.254883
	Iteration 11Q: 3 clusters Score -484782.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -484951.781250 Penalty: 4120.254883
	Iteration 12Q: 3 clusters Score -484951.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -485123.406250 Penalty: 4120.254883
	Iteration 13Q: 3 clusters Score -485123.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -485256.968750 Penalty: 4120.254883
	Iteration 14Q: 3 clusters Score -485257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -485309.093750 Penalty: 4120.254883
	Iteration 15Q: 3 clusters Score -485309.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -485330.593750 Penalty: 4120.254883
	Iteration 16Q: 3 clusters Score -485330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -485338.062500 Penalty: 4120.254883
	Iteration 17Q: 3 clusters Score -485338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -485343.437500 Penalty: 4120.254883
	Iteration 18Q: 3 clusters Score -485343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -485348.656250 Penalty: 4120.254883
	Iteration 19Q: 3 clusters Score -485348.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -485350.937500 Penalty: 4120.254883
	Iteration 20F: 3 clusters Score -485350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -485353.343750 Penalty: 4120.254883
	Iteration 21Q: 3 clusters Score -485353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -485355.093750 Penalty: 4120.254883
	Iteration 22Q: 3 clusters Score -485355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -485355.093750 Penalty: 4120.254883
	Iteration 23F: 3 clusters Score -485355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Entering Unmasked Estep 
Score: -712595.000000 Penalty: 2163.522705
	Iteration 0F: 2 clusters Score -712595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -707326.625000 Penalty: 4327.045410
	Iteration 0F: 3 clusters Score -707326.6 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -708674.875000 Penalty: 4327.045410
	Iteration 1F: 3 clusters Score -708674.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -709043.937500 Penalty: 4327.045410
	Iteration 2F: 3 clusters Score -709043.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -709338.437500 Penalty: 4327.045410
	Iteration 3F: 3 clusters Score -709338.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -709562.062500 Penalty: 4327.045410
	Iteration 4F: 3 clusters Score -709562.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -709776.062500 Penalty: 4327.045410
	Iteration 5F: 3 clusters Score -709776.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -709973.187500 Penalty: 4327.045410
	Iteration 6Q: 3 clusters Score -709973.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -710119.437500 Penalty: 4327.045410
	Iteration 7Q: 3 clusters Score -710119.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -710230.250000 Penalty: 4327.045410
	Iteration 8Q: 3 clusters Score -710230.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -710326.750000 Penalty: 4327.045410
	Iteration 9Q: 3 clusters Score -710326.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -710404.750000 Penalty: 4327.045410
	Iteration 10Q: 3 clusters Score -710404.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -710479.437500 Penalty: 4327.045410
	Iteration 11Q: 3 clusters Score -710479.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -710542.500000 Penalty: 4327.045410
	Iteration 12Q: 3 clusters Score -710542.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -710603.625000 Penalty: 4327.045410
	Iteration 13Q: 3 clusters Score -710603.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -710660.437500 Penalty: 4327.045410
	Iteration 14Q: 3 clusters Score -710660.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -710707.750000 Penalty: 4327.045410
	Iteration 15Q: 3 clusters Score -710707.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -710752.875000 Penalty: 4327.045410
	Iteration 16Q: 3 clusters Score -710752.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -710802.250000 Penalty: 4327.045410
	Iteration 17Q: 3 clusters Score -710802.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -710849.437500 Penalty: 4327.045410
	Iteration 18Q: 3 clusters Score -710849.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -710888.937500 Penalty: 4327.045410
	Iteration 19Q: 3 clusters Score -710888.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -710919.125000 Penalty: 4327.045410
	Iteration 20F: 3 clusters Score -710919.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -710958.125000 Penalty: 4327.045410
	Iteration 21Q: 3 clusters Score -710958.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -710994.125000 Penalty: 4327.045410
	Iteration 22Q: 3 clusters Score -710994.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -711036.562500 Penalty: 4327.045410
	Iteration 23Q: 3 clusters Score -711036.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -711069.875000 Penalty: 4327.045410
	Iteration 24Q: 3 clusters Score -711069.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -711092.562500 Penalty: 4327.045410
	Iteration 25Q: 3 clusters Score -711092.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -711108.250000 Penalty: 4327.045410
	Iteration 26Q: 3 clusters Score -711108.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -711129.250000 Penalty: 4327.045410
	Iteration 27Q: 3 clusters Score -711129.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -711138.125000 Penalty: 4327.045410
	Iteration 28Q: 3 clusters Score -711138.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -711144.187500 Penalty: 4327.045410
	Iteration 29Q: 3 clusters Score -711144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -711152.125000 Penalty: 4327.045410
	Iteration 30Q: 3 clusters Score -711152.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -711156.437500 Penalty: 4327.045410
	Iteration 31Q: 3 clusters Score -711156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -711156.312500 Penalty: 4327.045410
	Iteration 32Q: 3 clusters Score -711156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -711157.437500 Penalty: 4327.045410
	Iteration 33Q: 3 clusters Score -711157.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -711157.437500 Penalty: 4327.045410
	Iteration 34F: 3 clusters Score -711157.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Entering Unmasked Estep 
Score: -20085156.000000 Penalty: 2974.229492
	Iteration 0F: 2 clusters Score -2.008516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -19978398.000000 Penalty: 5948.458984
	Iteration 0F: 3 clusters Score -1.99784e+07 nChanged 77132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -20023096.000000 Penalty: 5948.458984
	Iteration 1F: 3 clusters Score -2.00231e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -20024172.000000 Penalty: 5948.458984
	Iteration 2Q: 3 clusters Score -2.002417e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -20025716.000000 Penalty: 5948.458984
	Iteration 3Q: 3 clusters Score -2.002572e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -20028412.000000 Penalty: 5948.458984
	Iteration 4Q: 3 clusters Score -2.002841e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -20032952.000000 Penalty: 5948.458984
	Iteration 5F: 3 clusters Score -2.003295e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -20040806.000000 Penalty: 5948.458984
	Iteration 6F: 3 clusters Score -2.004081e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128502 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -20052416.000000 Penalty: 5948.458984
	Iteration 7F: 3 clusters Score -2.005242e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141923 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -20065492.000000 Penalty: 5948.458984
	Iteration 8F: 3 clusters Score -2.006549e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151809 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -20074830.000000 Penalty: 5948.458984
	Iteration 9F: 3 clusters Score -2.007483e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157110 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -20079332.000000 Penalty: 5948.458984
	Iteration 10Q: 3 clusters Score -2.007933e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20081316.000000 Penalty: 5948.458984
	Iteration 11Q: 3 clusters Score -2.008132e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160408 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20082088.000000 Penalty: 5948.458984
	Iteration 12Q: 3 clusters Score -2.008209e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20082422.000000 Penalty: 5948.458984
	Iteration 13Q: 3 clusters Score -2.008242e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160882 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20082574.000000 Penalty: 5948.458984
	Iteration 14Q: 3 clusters Score -2.008257e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20082648.000000 Penalty: 5948.458984
	Iteration 15Q: 3 clusters Score -2.008265e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20082702.000000 Penalty: 5948.458984
	Iteration 16Q: 3 clusters Score -2.00827e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20082764.000000 Penalty: 5948.458984
	Iteration 17Q: 3 clusters Score -2.008276e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160974 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20082798.000000 Penalty: 5948.458984
	Iteration 18Q: 3 clusters Score -2.00828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20082808.000000 Penalty: 5948.458984
	Iteration 19Q: 3 clusters Score -2.008281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20082844.000000 Penalty: 5948.458984
	Iteration 20F: 3 clusters Score -2.008284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20082848.000000 Penalty: 5948.458984
	Iteration 21Q: 3 clusters Score -2.008285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20082854.000000 Penalty: 5948.458984
	Iteration 22Q: 3 clusters Score -2.008285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20082850.000000 Penalty: 5948.458984
	Iteration 23Q: 3 clusters Score -2.008285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161002 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20082860.000000 Penalty: 5948.458984
	Iteration 24Q: 3 clusters Score -2.008286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20082876.000000 Penalty: 5948.458984
	Iteration 25Q: 3 clusters Score -2.008288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -20082878.000000 Penalty: 5948.458984
	Iteration 26Q: 3 clusters Score -2.008288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161013 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20082876.000000 Penalty: 5948.458984
	Iteration 27Q: 3 clusters Score -2.008288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20082872.000000 Penalty: 5948.458984
	Iteration 28Q: 3 clusters Score -2.008287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20082880.000000 Penalty: 5948.458984
	Iteration 29Q: 3 clusters Score -2.008288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -20082892.000000 Penalty: 5948.458984
	Iteration 30Q: 3 clusters Score -2.008289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20082890.000000 Penalty: 5948.458984
	Iteration 31Q: 3 clusters Score -2.008289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20082888.000000 Penalty: 5948.458984
	Iteration 32Q: 3 clusters Score -2.008289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20082888.000000 Penalty: 5948.458984
	Iteration 33F: 3 clusters Score -2.008289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (188622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188622 members 
Entering Unmasked Estep 
Score: -23134494.000000 Penalty: 3012.580078
	Iteration 0F: 2 clusters Score -2.313449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -23010846.000000 Penalty: 6025.160156
	Iteration 0F: 3 clusters Score -2.301085e+07 nChanged 90882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -23062844.000000 Penalty: 6025.160156
	Iteration 1F: 3 clusters Score -2.306284e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -23063606.000000 Penalty: 6025.160156
	Iteration 2Q: 3 clusters Score -2.306361e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -23064380.000000 Penalty: 6025.160156
	Iteration 3Q: 3 clusters Score -2.306438e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -23065250.000000 Penalty: 6025.160156
	Iteration 4Q: 3 clusters Score -2.306525e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
Score: -23066424.000000 Penalty: 6025.160156
	Iteration 5Q: 3 clusters Score -2.306642e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104800 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -23068858.000000 Penalty: 6025.160156
	Iteration 6Q: 3 clusters Score -2.306886e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -23073130.000000 Penalty: 6025.160156
	Iteration 7Q: 3 clusters Score -2.307313e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117825 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -23080310.000000 Penalty: 6025.160156
	Iteration 8F: 3 clusters Score -2.308031e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126309 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -23090840.000000 Penalty: 6025.160156
	Iteration 9F: 3 clusters Score -2.309084e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133721 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -23102462.000000 Penalty: 6025.160156
	Iteration 10F: 3 clusters Score -2.310246e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138575 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -23111742.000000 Penalty: 6025.160156
	Iteration 11F: 3 clusters Score -2.311174e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141396 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -23116676.000000 Penalty: 6025.160156
	Iteration 12Q: 3 clusters Score -2.311668e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -23118882.000000 Penalty: 6025.160156
	Iteration 13Q: 3 clusters Score -2.311888e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -23120192.000000 Penalty: 6025.160156
	Iteration 14Q: 3 clusters Score -2.312019e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147447 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -23121238.000000 Penalty: 6025.160156
	Iteration 15Q: 3 clusters Score -2.312124e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149217 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -23121936.000000 Penalty: 6025.160156
	Iteration 16Q: 3 clusters Score -2.312194e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -23122726.000000 Penalty: 6025.160156
	Iteration 17Q: 3 clusters Score -2.312273e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -23123390.000000 Penalty: 6025.160156
	Iteration 18Q: 3 clusters Score -2.312339e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -23123876.000000 Penalty: 6025.160156
	Iteration 19Q: 3 clusters Score -2.312388e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -23124426.000000 Penalty: 6025.160156
	Iteration 20F: 3 clusters Score -2.312443e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -23124860.000000 Penalty: 6025.160156
	Iteration 21Q: 3 clusters Score -2.312486e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -23125262.000000 Penalty: 6025.160156
	Iteration 22Q: 3 clusters Score -2.312526e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161100 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -23125504.000000 Penalty: 6025.160156
	Iteration 23Q: 3 clusters Score -2.31255e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -23125948.000000 Penalty: 6025.160156
	Iteration 24Q: 3 clusters Score -2.312595e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164614 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -23126392.000000 Penalty: 6025.160156
	Iteration 25Q: 3 clusters Score -2.312639e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -23126836.000000 Penalty: 6025.160156
	Iteration 26Q: 3 clusters Score -2.312684e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -23127272.000000 Penalty: 6025.160156
	Iteration 27Q: 3 clusters Score -2.312727e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169793 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -23127636.000000 Penalty: 6025.160156
	Iteration 28Q: 3 clusters Score -2.312764e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171520 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -23127916.000000 Penalty: 6025.160156
	Iteration 29Q: 3 clusters Score -2.312792e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173162 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -23128202.000000 Penalty: 6025.160156
	Iteration 30Q: 3 clusters Score -2.31282e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174791 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -23128466.000000 Penalty: 6025.160156
	Iteration 31Q: 3 clusters Score -2.312847e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176376 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -23128920.000000 Penalty: 6025.160156
	Iteration 32Q: 3 clusters Score -2.312892e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177847 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -23129254.000000 Penalty: 6025.160156
	Iteration 33Q: 3 clusters Score -2.312925e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179203 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -23129686.000000 Penalty: 6025.160156
	Iteration 34Q: 3 clusters Score -2.312969e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180446 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -23130018.000000 Penalty: 6025.160156
	Iteration 35Q: 3 clusters Score -2.313002e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181551 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -23130272.000000 Penalty: 6025.160156
	Iteration 36Q: 3 clusters Score -2.313027e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182508 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -23130490.000000 Penalty: 6025.160156
	Iteration 37Q: 3 clusters Score -2.313049e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183415 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -23130684.000000 Penalty: 6025.160156
	Iteration 38Q: 3 clusters Score -2.313068e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184214 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -23130900.000000 Penalty: 6025.160156
	Iteration 39Q: 3 clusters Score -2.31309e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184848 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -23131062.000000 Penalty: 6025.160156
	Iteration 40F: 3 clusters Score -2.313106e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -23131206.000000 Penalty: 6025.160156
	Iteration 41Q: 3 clusters Score -2.313121e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185884 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -23131368.000000 Penalty: 6025.160156
	Iteration 42Q: 3 clusters Score -2.313137e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186242 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -23131460.000000 Penalty: 6025.160156
	Iteration 43Q: 3 clusters Score -2.313146e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186519 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -23131594.000000 Penalty: 6025.160156
	Iteration 44Q: 3 clusters Score -2.313159e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186760 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -23131688.000000 Penalty: 6025.160156
	Iteration 45Q: 3 clusters Score -2.313169e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186951 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -23131682.000000 Penalty: 6025.160156
	Iteration 46Q: 3 clusters Score -2.313168e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -23131768.000000 Penalty: 6025.160156
	Iteration 47Q: 3 clusters Score -2.313177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187187 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -23131792.000000 Penalty: 6025.160156
	Iteration 48Q: 3 clusters Score -2.313179e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187271 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23131858.000000 Penalty: 6025.160156
	Iteration 49Q: 3 clusters Score -2.313186e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187332 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -23131906.000000 Penalty: 6025.160156
	Iteration 50Q: 3 clusters Score -2.313191e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187383 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -23131890.000000 Penalty: 6025.160156
	Iteration 51Q: 3 clusters Score -2.313189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187424 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -23131916.000000 Penalty: 6025.160156
	Iteration 52Q: 3 clusters Score -2.313192e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187466 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23131906.000000 Penalty: 6025.160156
	Iteration 53Q: 3 clusters Score -2.313191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23131930.000000 Penalty: 6025.160156
	Iteration 54Q: 3 clusters Score -2.313193e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187521 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23131946.000000 Penalty: 6025.160156
	Iteration 55Q: 3 clusters Score -2.313195e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187546 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -23131938.000000 Penalty: 6025.160156
	Iteration 56Q: 3 clusters Score -2.313194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187566 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -23131950.000000 Penalty: 6025.160156
	Iteration 57Q: 3 clusters Score -2.313195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187585 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -23131964.000000 Penalty: 6025.160156
	Iteration 58Q: 3 clusters Score -2.313196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -23131964.000000 Penalty: 6025.160156
	Iteration 59Q: 3 clusters Score -2.313196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -23131964.000000 Penalty: 6025.160156
	Iteration 60F: 3 clusters Score -2.313196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187618 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -23131954.000000 Penalty: 6025.160156
	Iteration 61Q: 3 clusters Score -2.313195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23131948.000000 Penalty: 6025.160156
	Iteration 62Q: 3 clusters Score -2.313195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23131956.000000 Penalty: 6025.160156
	Iteration 63Q: 3 clusters Score -2.313196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23131964.000000 Penalty: 6025.160156
	Iteration 64Q: 3 clusters Score -2.313196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23131974.000000 Penalty: 6025.160156
	Iteration 65Q: 3 clusters Score -2.313197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187648 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23131972.000000 Penalty: 6025.160156
	Iteration 66Q: 3 clusters Score -2.313197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187655 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -23131974.000000 Penalty: 6025.160156
	Iteration 67Q: 3 clusters Score -2.313197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23131966.000000 Penalty: 6025.160156
	Iteration 68Q: 3 clusters Score -2.313197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23131976.000000 Penalty: 6025.160156
	Iteration 69Q: 3 clusters Score -2.313198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187662 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23131982.000000 Penalty: 6025.160156
	Iteration 70Q: 3 clusters Score -2.313198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187660 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23131972.000000 Penalty: 6025.160156
	Iteration 71Q: 3 clusters Score -2.313197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187662 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23131966.000000 Penalty: 6025.160156
	Iteration 72Q: 3 clusters Score -2.313197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23131968.000000 Penalty: 6025.160156
	Iteration 73Q: 3 clusters Score -2.313197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23131988.000000 Penalty: 6025.160156
	Iteration 74Q: 3 clusters Score -2.313199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23131976.000000 Penalty: 6025.160156
	Iteration 75Q: 3 clusters Score -2.313198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187682 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -23131986.000000 Penalty: 6025.160156
	Iteration 76Q: 3 clusters Score -2.313199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187690 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23131982.000000 Penalty: 6025.160156
	Iteration 77Q: 3 clusters Score -2.313198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23131984.000000 Penalty: 6025.160156
	Iteration 78Q: 3 clusters Score -2.313198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23131986.000000 Penalty: 6025.160156
	Iteration 79Q: 3 clusters Score -2.313199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23131998.000000 Penalty: 6025.160156
	Iteration 80F: 3 clusters Score -2.3132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23132004.000000 Penalty: 6025.160156
	Iteration 81Q: 3 clusters Score -2.3132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187694 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23132008.000000 Penalty: 6025.160156
	Iteration 82Q: 3 clusters Score -2.313201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187694 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23131998.000000 Penalty: 6025.160156
	Iteration 83Q: 3 clusters Score -2.3132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187695 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23131992.000000 Penalty: 6025.160156
	Iteration 84Q: 3 clusters Score -2.313199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187695 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23131992.000000 Penalty: 6025.160156
	Iteration 85F: 3 clusters Score -2.313199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Entering Unmasked Estep 
Score: -1965321.750000 Penalty: 2394.970703
	Iteration 0F: 2 clusters Score -1965322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1954048.250000 Penalty: 4789.941406
	Iteration 0F: 3 clusters Score -1954048 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1957564.500000 Penalty: 4789.941406
	Iteration 1F: 3 clusters Score -1957564 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1957848.375000 Penalty: 4789.941406
	Iteration 2F: 3 clusters Score -1957848 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1958059.750000 Penalty: 4789.941406
	Iteration 3Q: 3 clusters Score -1958060 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1958238.125000 Penalty: 4789.941406
	Iteration 4Q: 3 clusters Score -1958238 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1958384.250000 Penalty: 4789.941406
	Iteration 5Q: 3 clusters Score -1958384 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1958516.375000 Penalty: 4789.941406
	Iteration 6Q: 3 clusters Score -1958516 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1958629.250000 Penalty: 4789.941406
	Iteration 7Q: 3 clusters Score -1958629 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1958743.250000 Penalty: 4789.941406
	Iteration 8Q: 3 clusters Score -1958743 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1958870.125000 Penalty: 4789.941406
	Iteration 9Q: 3 clusters Score -1958870 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1959020.875000 Penalty: 4789.941406
	Iteration 10Q: 3 clusters Score -1959021 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1959207.125000 Penalty: 4789.941406
	Iteration 11Q: 3 clusters Score -1959207 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1959470.000000 Penalty: 4789.941406
	Iteration 12Q: 3 clusters Score -1959470 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1959812.500000 Penalty: 4789.941406
	Iteration 13Q: 3 clusters Score -1959812 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1960289.500000 Penalty: 4789.941406
	Iteration 14Q: 3 clusters Score -1960290 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1960873.625000 Penalty: 4789.941406
	Iteration 15F: 3 clusters Score -1960874 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1961460.125000 Penalty: 4789.941406
	Iteration 16Q: 3 clusters Score -1961460 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1961985.500000 Penalty: 4789.941406
	Iteration 17Q: 3 clusters Score -1961986 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1962363.500000 Penalty: 4789.941406
	Iteration 18Q: 3 clusters Score -1962364 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1962611.250000 Penalty: 4789.941406
	Iteration 19Q: 3 clusters Score -1962611 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1962810.750000 Penalty: 4789.941406
	Iteration 20F: 3 clusters Score -1962811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1962943.250000 Penalty: 4789.941406
	Iteration 21Q: 3 clusters Score -1962943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1963017.500000 Penalty: 4789.941406
	Iteration 22Q: 3 clusters Score -1963018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1963066.000000 Penalty: 4789.941406
	Iteration 23Q: 3 clusters Score -1963066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1963110.125000 Penalty: 4789.941406
	Iteration 24Q: 3 clusters Score -1963110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1963140.000000 Penalty: 4789.941406
	Iteration 25Q: 3 clusters Score -1963140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1963161.500000 Penalty: 4789.941406
	Iteration 26Q: 3 clusters Score -1963162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1963187.750000 Penalty: 4789.941406
	Iteration 27Q: 3 clusters Score -1963188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1963202.250000 Penalty: 4789.941406
	Iteration 28Q: 3 clusters Score -1963202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1963209.750000 Penalty: 4789.941406
	Iteration 29Q: 3 clusters Score -1963210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1963217.250000 Penalty: 4789.941406
	Iteration 30Q: 3 clusters Score -1963217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1963228.000000 Penalty: 4789.941406
	Iteration 31Q: 3 clusters Score -1963228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1963229.750000 Penalty: 4789.941406
	Iteration 32Q: 3 clusters Score -1963230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1963232.250000 Penalty: 4789.941406
	Iteration 33Q: 3 clusters Score -1963232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1963231.250000 Penalty: 4789.941406
	Iteration 34Q: 3 clusters Score -1963231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1963231.250000 Penalty: 4789.941406
	Iteration 35F: 3 clusters Score -1963231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Entering Unmasked Estep 
Score: -7256125.000000 Penalty: 2721.983154
	Iteration 0F: 2 clusters Score -7256125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7216949.500000 Penalty: 5443.966309
	Iteration 0F: 3 clusters Score -7216950 nChanged 27039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -7232177.000000 Penalty: 5443.966309
	Iteration 1F: 3 clusters Score -7232177 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -7232891.000000 Penalty: 5443.966309
	Iteration 2Q: 3 clusters Score -7232891 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -7233641.500000 Penalty: 5443.966309
	Iteration 3Q: 3 clusters Score -7233642 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -7234472.500000 Penalty: 5443.966309
	Iteration 4Q: 3 clusters Score -7234472 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -7235702.500000 Penalty: 5443.966309
	Iteration 5Q: 3 clusters Score -7235702 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -7237408.000000 Penalty: 5443.966309
	Iteration 6F: 3 clusters Score -7237408 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -7239974.000000 Penalty: 5443.966309
	Iteration 7F: 3 clusters Score -7239974 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -7243432.500000 Penalty: 5443.966309
	Iteration 8F: 3 clusters Score -7243432 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -7247080.000000 Penalty: 5443.966309
	Iteration 9F: 3 clusters Score -7247080 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -7250038.000000 Penalty: 5443.966309
	Iteration 10F: 3 clusters Score -7250038 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7251957.000000 Penalty: 5443.966309
	Iteration 11Q: 3 clusters Score -7251957 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57282 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7252859.500000 Penalty: 5443.966309
	Iteration 12Q: 3 clusters Score -7252860 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7253319.000000 Penalty: 5443.966309
	Iteration 13Q: 3 clusters Score -7253319 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57942 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7253531.000000 Penalty: 5443.966309
	Iteration 14Q: 3 clusters Score -7253531 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7253654.000000 Penalty: 5443.966309
	Iteration 15Q: 3 clusters Score -7253654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7253720.000000 Penalty: 5443.966309
	Iteration 16Q: 3 clusters Score -7253720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7253737.500000 Penalty: 5443.966309
	Iteration 17Q: 3 clusters Score -7253738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7253756.500000 Penalty: 5443.966309
	Iteration 18Q: 3 clusters Score -7253756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7253766.500000 Penalty: 5443.966309
	Iteration 19Q: 3 clusters Score -7253766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7253768.500000 Penalty: 5443.966309
	Iteration 20F: 3 clusters Score -7253768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58101 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7253772.500000 Penalty: 5443.966309
	Iteration 21Q: 3 clusters Score -7253772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7253776.500000 Penalty: 5443.966309
	Iteration 22Q: 3 clusters Score -7253776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7253775.500000 Penalty: 5443.966309
	Iteration 23Q: 3 clusters Score -7253776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7253785.000000 Penalty: 5443.966309
	Iteration 24Q: 3 clusters Score -7253785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7253785.000000 Penalty: 5443.966309
	Iteration 25F: 3 clusters Score -7253785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Entering Unmasked Estep 
Score: -20391348.000000 Penalty: 2981.024658
	Iteration 0F: 2 clusters Score -2.039135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -20281992.000000 Penalty: 5962.049316
	Iteration 0F: 3 clusters Score -2.028199e+07 nChanged 79351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -20328598.000000 Penalty: 5962.049316
	Iteration 1F: 3 clusters Score -2.03286e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 83381 members 
Entering Unmasked Estep 
Score: -20329662.000000 Penalty: 5962.049316
	Iteration 2Q: 3 clusters Score -2.032966e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -20331174.000000 Penalty: 5962.049316
	Iteration 3Q: 3 clusters Score -2.033117e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -20333270.000000 Penalty: 5962.049316
	Iteration 4Q: 3 clusters Score -2.033327e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -20336284.000000 Penalty: 5962.049316
	Iteration 5Q: 3 clusters Score -2.033628e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -20339994.000000 Penalty: 5962.049316
	Iteration 6Q: 3 clusters Score -2.033999e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -20344258.000000 Penalty: 5962.049316
	Iteration 7F: 3 clusters Score -2.034426e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -20349084.000000 Penalty: 5962.049316
	Iteration 8F: 3 clusters Score -2.034908e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -20354236.000000 Penalty: 5962.049316
	Iteration 9F: 3 clusters Score -2.035424e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -20359294.000000 Penalty: 5962.049316
	Iteration 10F: 3 clusters Score -2.035929e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -20364188.000000 Penalty: 5962.049316
	Iteration 11F: 3 clusters Score -2.036419e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -20367804.000000 Penalty: 5962.049316
	Iteration 12Q: 3 clusters Score -2.03678e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -20369910.000000 Penalty: 5962.049316
	Iteration 13Q: 3 clusters Score -2.036991e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 69365 members 
Entering Unmasked Estep 
Score: -20370986.000000 Penalty: 5962.049316
	Iteration 14Q: 3 clusters Score -2.037099e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -20371618.000000 Penalty: 5962.049316
	Iteration 15Q: 3 clusters Score -2.037162e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -20372290.000000 Penalty: 5962.049316
	Iteration 16Q: 3 clusters Score -2.037229e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103457 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -20372904.000000 Penalty: 5962.049316
	Iteration 17Q: 3 clusters Score -2.03729e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -20373516.000000 Penalty: 5962.049316
	Iteration 18Q: 3 clusters Score -2.037352e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -20374408.000000 Penalty: 5962.049316
	Iteration 19Q: 3 clusters Score -2.037441e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111179 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -20375238.000000 Penalty: 5962.049316
	Iteration 20F: 3 clusters Score -2.037524e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113934 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -20376050.000000 Penalty: 5962.049316
	Iteration 21Q: 3 clusters Score -2.037605e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116729 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -20377002.000000 Penalty: 5962.049316
	Iteration 22Q: 3 clusters Score -2.0377e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -20377950.000000 Penalty: 5962.049316
	Iteration 23Q: 3 clusters Score -2.037795e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -20378872.000000 Penalty: 5962.049316
	Iteration 24Q: 3 clusters Score -2.037887e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124909 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -20379756.000000 Penalty: 5962.049316
	Iteration 25Q: 3 clusters Score -2.037976e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -20380678.000000 Penalty: 5962.049316
	Iteration 26Q: 3 clusters Score -2.038068e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130354 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -20381662.000000 Penalty: 5962.049316
	Iteration 27Q: 3 clusters Score -2.038166e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -20382424.000000 Penalty: 5962.049316
	Iteration 28Q: 3 clusters Score -2.038242e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135334 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -20383254.000000 Penalty: 5962.049316
	Iteration 29Q: 3 clusters Score -2.038325e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137635 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -20383966.000000 Penalty: 5962.049316
	Iteration 30Q: 3 clusters Score -2.038397e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -20384752.000000 Penalty: 5962.049316
	Iteration 31Q: 3 clusters Score -2.038475e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -20385422.000000 Penalty: 5962.049316
	Iteration 32Q: 3 clusters Score -2.038542e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -20386012.000000 Penalty: 5962.049316
	Iteration 33Q: 3 clusters Score -2.038601e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -20386556.000000 Penalty: 5962.049316
	Iteration 34Q: 3 clusters Score -2.038656e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147796 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -20387170.000000 Penalty: 5962.049316
	Iteration 35Q: 3 clusters Score -2.038717e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -20387744.000000 Penalty: 5962.049316
	Iteration 36Q: 3 clusters Score -2.038774e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -20388064.000000 Penalty: 5962.049316
	Iteration 37Q: 3 clusters Score -2.038806e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -20388492.000000 Penalty: 5962.049316
	Iteration 38Q: 3 clusters Score -2.038849e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153655 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -20388840.000000 Penalty: 5962.049316
	Iteration 39Q: 3 clusters Score -2.038884e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154713 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -20389124.000000 Penalty: 5962.049316
	Iteration 40F: 3 clusters Score -2.038912e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -20389362.000000 Penalty: 5962.049316
	Iteration 41Q: 3 clusters Score -2.038936e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156540 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -20389604.000000 Penalty: 5962.049316
	Iteration 42Q: 3 clusters Score -2.03896e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -20389748.000000 Penalty: 5962.049316
	Iteration 43Q: 3 clusters Score -2.038975e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -20389834.000000 Penalty: 5962.049316
	Iteration 44Q: 3 clusters Score -2.038983e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158686 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -20389910.000000 Penalty: 5962.049316
	Iteration 45Q: 3 clusters Score -2.038991e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -20390008.000000 Penalty: 5962.049316
	Iteration 46Q: 3 clusters Score -2.039001e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -20390046.000000 Penalty: 5962.049316
	Iteration 47Q: 3 clusters Score -2.039005e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -20390130.000000 Penalty: 5962.049316
	Iteration 48Q: 3 clusters Score -2.039013e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160454 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -20390168.000000 Penalty: 5962.049316
	Iteration 49Q: 3 clusters Score -2.039017e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -20390218.000000 Penalty: 5962.049316
	Iteration 50Q: 3 clusters Score -2.039022e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161028 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -20390256.000000 Penalty: 5962.049316
	Iteration 51Q: 3 clusters Score -2.039026e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161261 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -20390278.000000 Penalty: 5962.049316
	Iteration 52Q: 3 clusters Score -2.039028e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161447 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -20390352.000000 Penalty: 5962.049316
	Iteration 53Q: 3 clusters Score -2.039035e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161598 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -20390368.000000 Penalty: 5962.049316
	Iteration 54Q: 3 clusters Score -2.039037e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5962.049316
	Iteration 55Q: 3 clusters Score -2.039039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161826 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5962.049316
	Iteration 56Q: 3 clusters Score -2.039039e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161909 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5962.049316
	Iteration 57Q: 3 clusters Score -2.039038e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161974 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -20390374.000000 Penalty: 5962.049316
	Iteration 58Q: 3 clusters Score -2.039037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -20390394.000000 Penalty: 5962.049316
	Iteration 59Q: 3 clusters Score -2.039039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162070 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -20390390.000000 Penalty: 5962.049316
	Iteration 60F: 3 clusters Score -2.039039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -20390394.000000 Penalty: 5962.049316
	Iteration 61Q: 3 clusters Score -2.039039e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -20390414.000000 Penalty: 5962.049316
	Iteration 62Q: 3 clusters Score -2.039041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -20390388.000000 Penalty: 5962.049316
	Iteration 63Q: 3 clusters Score -2.039039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162219 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -20390390.000000 Penalty: 5962.049316
	Iteration 64Q: 3 clusters Score -2.039039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5962.049316
	Iteration 65Q: 3 clusters Score -2.039038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5962.049316
	Iteration 66Q: 3 clusters Score -2.039038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162290 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5962.049316
	Iteration 67Q: 3 clusters Score -2.039039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20390398.000000 Penalty: 5962.049316
	Iteration 68Q: 3 clusters Score -2.03904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162319 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -20390392.000000 Penalty: 5962.049316
	Iteration 69Q: 3 clusters Score -2.039039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162337 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5962.049316
	Iteration 70Q: 3 clusters Score -2.039038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162356 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5962.049316
	Iteration 71Q: 3 clusters Score -2.039039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -20390372.000000 Penalty: 5962.049316
	Iteration 72Q: 3 clusters Score -2.039037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -20390360.000000 Penalty: 5962.049316
	Iteration 73Q: 3 clusters Score -2.039036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20390374.000000 Penalty: 5962.049316
	Iteration 74Q: 3 clusters Score -2.039037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162416 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -20390380.000000 Penalty: 5962.049316
	Iteration 75Q: 3 clusters Score -2.039038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -20390368.000000 Penalty: 5962.049316
	Iteration 76Q: 3 clusters Score -2.039037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -20390384.000000 Penalty: 5962.049316
	Iteration 77Q: 3 clusters Score -2.039038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -20390398.000000 Penalty: 5962.049316
	Iteration 78Q: 3 clusters Score -2.03904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162456 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -20390386.000000 Penalty: 5962.049316
	Iteration 79Q: 3 clusters Score -2.039039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20390396.000000 Penalty: 5962.049316
	Iteration 80F: 3 clusters Score -2.03904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1445914.750000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1445915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1436939.000000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1436939 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1439610.125000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1439610 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1439944.875000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1439945 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1440249.625000 Penalty: 4655.109375
	Iteration 3Q: 3 clusters Score -1440250 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1440560.875000 Penalty: 4655.109375
	Iteration 4Q: 3 clusters Score -1440561 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1440843.625000 Penalty: 4655.109375
	Iteration 5Q: 3 clusters Score -1440844 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1441089.125000 Penalty: 4655.109375
	Iteration 6Q: 3 clusters Score -1441089 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1441362.500000 Penalty: 4655.109375
	Iteration 7Q: 3 clusters Score -1441362 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1441652.875000 Penalty: 4655.109375
	Iteration 8Q: 3 clusters Score -1441653 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1441990.250000 Penalty: 4655.109375
	Iteration 9Q: 3 clusters Score -1441990 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1442368.000000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1442368 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1442769.500000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1442770 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1443148.375000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1443148 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1443494.000000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1443494 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1443792.625000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1443793 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1444038.375000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1444038 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1444202.750000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1444203 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1444306.750000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1444307 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1444376.875000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1444377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1444419.125000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1444419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1444445.375000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1444445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1444475.500000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1444476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1444500.125000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1444500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1444511.125000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1444511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1444521.500000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1444522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1444534.375000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1444534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1444543.375000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1444543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1444550.250000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1444550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1444552.250000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1444552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1444561.875000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1444562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1444568.250000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1444568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1444577.625000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1444578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1444578.875000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1444579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1444586.750000 Penalty: 4655.109375
	Iteration 33Q: 3 clusters Score -1444587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1444591.250000 Penalty: 4655.109375
	Iteration 34Q: 3 clusters Score -1444591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1444601.000000 Penalty: 4655.109375
	Iteration 35Q: 3 clusters Score -1444601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1444606.750000 Penalty: 4655.109375
	Iteration 36Q: 3 clusters Score -1444607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1444613.000000 Penalty: 4655.109375
	Iteration 37Q: 3 clusters Score -1444613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1444618.750000 Penalty: 4655.109375
	Iteration 38Q: 3 clusters Score -1444619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1444626.500000 Penalty: 4655.109375
	Iteration 39Q: 3 clusters Score -1444626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1444632.875000 Penalty: 4655.109375
	Iteration 40F: 3 clusters Score -1444633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1444637.125000 Penalty: 4655.109375
	Iteration 41Q: 3 clusters Score -1444637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1444645.250000 Penalty: 4655.109375
	Iteration 42Q: 3 clusters Score -1444645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1444652.625000 Penalty: 4655.109375
	Iteration 43Q: 3 clusters Score -1444653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1444656.250000 Penalty: 4655.109375
	Iteration 44Q: 3 clusters Score -1444656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1444659.375000 Penalty: 4655.109375
	Iteration 45Q: 3 clusters Score -1444659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1444661.875000 Penalty: 4655.109375
	Iteration 46Q: 3 clusters Score -1444662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1444665.625000 Penalty: 4655.109375
	Iteration 47Q: 3 clusters Score -1444666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1444667.500000 Penalty: 4655.109375
	Iteration 48Q: 3 clusters Score -1444668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1444665.625000 Penalty: 4655.109375
	Iteration 49Q: 3 clusters Score -1444666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1444667.375000 Penalty: 4655.109375
	Iteration 50Q: 3 clusters Score -1444667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1444666.125000 Penalty: 4655.109375
	Iteration 51Q: 3 clusters Score -1444666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1444667.250000 Penalty: 4655.109375
	Iteration 52Q: 3 clusters Score -1444667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1444669.500000 Penalty: 4655.109375
	Iteration 53Q: 3 clusters Score -1444670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1444671.250000 Penalty: 4655.109375
	Iteration 54Q: 3 clusters Score -1444671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1444671.250000 Penalty: 4655.109375
	Iteration 55F: 3 clusters Score -1444671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Entering Unmasked Estep 
Score: -1697117.000000 Penalty: 2382.026855
	Iteration 0F: 2 clusters Score -1697117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1686414.750000 Penalty: 4764.053711
	Iteration 0F: 3 clusters Score -1686415 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1690293.750000 Penalty: 4764.053711
	Iteration 1F: 3 clusters Score -1690294 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1691396.375000 Penalty: 4764.053711
	Iteration 2F: 3 clusters Score -1691396 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1692361.250000 Penalty: 4764.053711
	Iteration 3F: 3 clusters Score -1692361 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1693166.250000 Penalty: 4764.053711
	Iteration 4F: 3 clusters Score -1693166 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1693910.875000 Penalty: 4764.053711
	Iteration 5F: 3 clusters Score -1693911 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1694529.625000 Penalty: 4764.053711
	Iteration 6F: 3 clusters Score -1694530 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1695011.375000 Penalty: 4764.053711
	Iteration 7Q: 3 clusters Score -1695011 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1695444.250000 Penalty: 4764.053711
	Iteration 8Q: 3 clusters Score -1695444 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1695830.625000 Penalty: 4764.053711
	Iteration 9Q: 3 clusters Score -1695831 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1696176.250000 Penalty: 4764.053711
	Iteration 10Q: 3 clusters Score -1696176 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1696469.375000 Penalty: 4764.053711
	Iteration 11Q: 3 clusters Score -1696469 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1696724.500000 Penalty: 4764.053711
	Iteration 12Q: 3 clusters Score -1696724 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1696939.250000 Penalty: 4764.053711
	Iteration 13Q: 3 clusters Score -1696939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1697102.375000 Penalty: 4764.053711
	Iteration 14Q: 3 clusters Score -1697102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1697208.125000 Penalty: 4764.053711
	Iteration 15Q: 3 clusters Score -1697208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1697289.125000 Penalty: 4764.053711
	Iteration 16Q: 3 clusters Score -1697289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1697352.500000 Penalty: 4764.053711
	Iteration 17Q: 3 clusters Score -1697352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1697401.875000 Penalty: 4764.053711
	Iteration 18Q: 3 clusters Score -1697402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1697452.500000 Penalty: 4764.053711
	Iteration 19Q: 3 clusters Score -1697452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1697506.250000 Penalty: 4764.053711
	Iteration 20F: 3 clusters Score -1697506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1697611.125000 Penalty: 4764.053711
	Iteration 21Q: 3 clusters Score -1697611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1697762.250000 Penalty: 4764.053711
	Iteration 22Q: 3 clusters Score -1697762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1697803.125000 Penalty: 4764.053711
	Iteration 23Q: 3 clusters Score -1697803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1697824.250000 Penalty: 4764.053711
	Iteration 24Q: 3 clusters Score -1697824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1697839.625000 Penalty: 4764.053711
	Iteration 25Q: 3 clusters Score -1697840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1697850.000000 Penalty: 4764.053711
	Iteration 26Q: 3 clusters Score -1697850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1697852.125000 Penalty: 4764.053711
	Iteration 27Q: 3 clusters Score -1697852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1697853.750000 Penalty: 4764.053711
	Iteration 28Q: 3 clusters Score -1697854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1697855.375000 Penalty: 4764.053711
	Iteration 29Q: 3 clusters Score -1697855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1697856.875000 Penalty: 4764.053711
	Iteration 30Q: 3 clusters Score -1697857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1697856.875000 Penalty: 4764.053711
	Iteration 31F: 3 clusters Score -1697857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229524 members 
Mstep: Class 4 contains 167238 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20052 members 
Mstep: Class 7 contains 101089 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 90893 members 
Mstep: Class 10 contains 104642 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 161597 members 
Mstep: Class 15 contains 188622 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 58439 members 
Mstep: Class 18 contains 166086 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 828 members 
Mstep: Class 21 contains 163359 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 14010 members 
Entering Unmasked Estep 
Score: -194737712.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194738448.000000 to -194737712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (163359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Entering Unmasked Estep 
Score: -20208432.000000 Penalty: 2976.919189
	Iteration 0F: 2 clusters Score -2.020843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -20100498.000000 Penalty: 5953.838379
	Iteration 0F: 3 clusters Score -2.01005e+07 nChanged 78058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -20145872.000000 Penalty: 5953.838379
	Iteration 1F: 3 clusters Score -2.014587e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -20146900.000000 Penalty: 5953.838379
	Iteration 2Q: 3 clusters Score -2.01469e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -20148456.000000 Penalty: 5953.838379
	Iteration 3Q: 3 clusters Score -2.014846e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -20151626.000000 Penalty: 5953.838379
	Iteration 4Q: 3 clusters Score -2.015163e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -20157420.000000 Penalty: 5953.838379
	Iteration 5F: 3 clusters Score -2.015742e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121513 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -20167348.000000 Penalty: 5953.838379
	Iteration 6F: 3 clusters Score -2.016735e+07 nChanged 14724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136055 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -20181018.000000 Penalty: 5953.838379
	Iteration 7F: 3 clusters Score -2.018102e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148842 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -20193600.000000 Penalty: 5953.838379
	Iteration 8F: 3 clusters Score -2.01936e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -20200944.000000 Penalty: 5953.838379
	Iteration 9F: 3 clusters Score -2.020094e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160826 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -20203912.000000 Penalty: 5953.838379
	Iteration 10Q: 3 clusters Score -2.020391e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162291 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -20205082.000000 Penalty: 5953.838379
	Iteration 11Q: 3 clusters Score -2.020508e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20205422.000000 Penalty: 5953.838379
	Iteration 12Q: 3 clusters Score -2.020542e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20205602.000000 Penalty: 5953.838379
	Iteration 13Q: 3 clusters Score -2.02056e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -20205698.000000 Penalty: 5953.838379
	Iteration 14Q: 3 clusters Score -2.02057e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -20205744.000000 Penalty: 5953.838379
	Iteration 15Q: 3 clusters Score -2.020574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20205784.000000 Penalty: 5953.838379
	Iteration 16Q: 3 clusters Score -2.020578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20205806.000000 Penalty: 5953.838379
	Iteration 17Q: 3 clusters Score -2.020581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20205818.000000 Penalty: 5953.838379
	Iteration 18Q: 3 clusters Score -2.020582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20205818.000000 Penalty: 5953.838379
	Iteration 19Q: 3 clusters Score -2.020582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163064 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20205826.000000 Penalty: 5953.838379
	Iteration 20F: 3 clusters Score -2.020583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163064 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20205824.000000 Penalty: 5953.838379
	Iteration 21Q: 3 clusters Score -2.020582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163063 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20205824.000000 Penalty: 5953.838379
	Iteration 22Q: 3 clusters Score -2.020582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163064 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20205828.000000 Penalty: 5953.838379
	Iteration 23Q: 3 clusters Score -2.020583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20205834.000000 Penalty: 5953.838379
	Iteration 24Q: 3 clusters Score -2.020583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20205836.000000 Penalty: 5953.838379
	Iteration 25Q: 3 clusters Score -2.020584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20205836.000000 Penalty: 5953.838379
	Iteration 26F: 3 clusters Score -2.020584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -311359.312500 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -311359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -308395.187500 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -308395.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -309000.000000 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -309000 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -309165.531250 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -309165.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -309266.875000 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -309266.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -309343.062500 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -309343.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -309390.437500 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -309390.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -309429.281250 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -309429.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -309476.500000 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -309476.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -309508.343750 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -309508.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -309529.406250 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -309529.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -309547.562500 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -309547.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -309563.250000 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -309563.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -309575.062500 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -309575.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -309585.875000 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -309585.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -309592.593750 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -309592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -309597.218750 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -309597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -309603.062500 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -309603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -309610.718750 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -309610.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -309618.343750 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -309618.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -309623.906250 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -309623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -309630.937500 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -309630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -309635.687500 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -309635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -309641.468750 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -309641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -309644.093750 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -309644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -309644.531250 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -309644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -309646.281250 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -309646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -309648.406250 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -309648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -309648.062500 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -309648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -309650.281250 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -309650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -309651.281250 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -309651.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -309652.843750 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -309652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -309656.125000 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -309656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -309658.718750 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -309658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -309659.531250 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -309659.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -309660.531250 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -309660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -309661.687500 Penalty: 3888.013672
	Iteration 35Q: 3 clusters Score -309661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -309662.156250 Penalty: 3888.013672
	Iteration 36Q: 3 clusters Score -309662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -309663.250000 Penalty: 3888.013672
	Iteration 37Q: 3 clusters Score -309663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -309663.718750 Penalty: 3888.013672
	Iteration 38Q: 3 clusters Score -309663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -309663.718750 Penalty: 3888.013672
	Iteration 39F: 3 clusters Score -309663.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72794.148438 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72794.15 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73025.757812 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73025.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73116.585938 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73116.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73160.210938 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73160.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73177.695312 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73193.109375 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73193.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73200.921875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73200.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73217.640625 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73217.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73220.625000 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73220.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73228.414062 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -73228.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73234.820312 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -73234.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73238.921875 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -73238.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73239.937500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -73239.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73244.031250 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -73244.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73246.398438 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -73246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73246.398438 Penalty: 3219.398926
	Iteration 15F: 3 clusters Score -73246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 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 353 members 
Entering Unmasked Estep 
Score: -74304.492188 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74304.49 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74532.445312 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74532.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74595.507812 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74595.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74649.851562 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74649.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74688.742188 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74688.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74737.312500 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74737.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74800.125000 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74800.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74841.234375 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74841.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74898.593750 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74898.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74936.640625 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -74936.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74962.140625 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -74962.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74991.562500 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -74991.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75004.007812 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -75004.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75029.968750 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -75029.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75047.437500 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -75047.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75056.882812 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -75056.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75061.554688 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -75061.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75068.179688 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -75068.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75076.406250 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -75076.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75086.460938 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -75086.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75096.570312 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -75096.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -75105.656250 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -75105.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75118.507812 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -75118.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75142.179688 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -75142.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75169.914062 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -75169.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75249.578125 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -75249.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75484.820312 Penalty: 3252.162109
	Iteration 26Q: 3 clusters Score -75484.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -75555.664062 Penalty: 3252.162109
	Iteration 27Q: 3 clusters Score -75555.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75583.492188 Penalty: 3252.162109
	Iteration 28Q: 3 clusters Score -75583.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75612.210938 Penalty: 3252.162109
	Iteration 29Q: 3 clusters Score -75612.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75636.570312 Penalty: 3252.162109
	Iteration 30Q: 3 clusters Score -75636.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75665.742188 Penalty: 3252.162109
	Iteration 31Q: 3 clusters Score -75665.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75693.140625 Penalty: 3252.162109
	Iteration 32Q: 3 clusters Score -75693.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75706.164062 Penalty: 3252.162109
	Iteration 33Q: 3 clusters Score -75706.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75723.289062 Penalty: 3252.162109
	Iteration 34Q: 3 clusters Score -75723.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75727.210938 Penalty: 3252.162109
	Iteration 35Q: 3 clusters Score -75727.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75729.179688 Penalty: 3252.162109
	Iteration 36Q: 3 clusters Score -75729.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75731.773438 Penalty: 3252.162109
	Iteration 37Q: 3 clusters Score -75731.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75731.773438 Penalty: 3252.162109
	Iteration 38F: 3 clusters Score -75731.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76009.867188 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -76009.87 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76244.234375 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76244.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76373.851562 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76373.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76462.562500 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76462.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76549.062500 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76549.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76649.570312 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76649.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76797.554688 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76797.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76934.710938 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76934.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77013.695312 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -77013.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77094.929688 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -77094.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77135.898438 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -77135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77154.148438 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -77154.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77171.828125 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -77171.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -77189.906250 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -77189.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77215.554688 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -77215.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77237.828125 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -77237.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77256.382812 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -77256.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77276.859375 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -77276.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -77290.632812 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -77290.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77304.820312 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -77304.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77309.679688 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -77309.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77328.867188 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -77328.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77334.046875 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -77334.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77341.039062 Penalty: 3250.043945
	Iteration 23Q: 3 clusters Score -77341.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77345.703125 Penalty: 3250.043945
	Iteration 24Q: 3 clusters Score -77345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77348.578125 Penalty: 3250.043945
	Iteration 25Q: 3 clusters Score -77348.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -77353.953125 Penalty: 3250.043945
	Iteration 26Q: 3 clusters Score -77353.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -77362.703125 Penalty: 3250.043945
	Iteration 27Q: 3 clusters Score -77362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -77373.507812 Penalty: 3250.043945
	Iteration 28Q: 3 clusters Score -77373.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77378.585938 Penalty: 3250.043945
	Iteration 29Q: 3 clusters Score -77378.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77389.062500 Penalty: 3250.043945
	Iteration 30Q: 3 clusters Score -77389.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77393.773438 Penalty: 3250.043945
	Iteration 31Q: 3 clusters Score -77393.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77396.164062 Penalty: 3250.043945
	Iteration 32Q: 3 clusters Score -77396.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77399.046875 Penalty: 3250.043945
	Iteration 33Q: 3 clusters Score -77399.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77403.992188 Penalty: 3250.043945
	Iteration 34Q: 3 clusters Score -77403.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77407.398438 Penalty: 3250.043945
	Iteration 35Q: 3 clusters Score -77407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77409.648438 Penalty: 3250.043945
	Iteration 36Q: 3 clusters Score -77409.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77409.648438 Penalty: 3250.043945
	Iteration 37F: 3 clusters Score -77409.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229524 members 
Mstep: Class 4 contains 167238 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20052 members 
Mstep: Class 7 contains 101089 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 90893 members 
Mstep: Class 10 contains 104642 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 6148 members 
Mstep: Class 14 contains 161597 members 
Mstep: Class 15 contains 188622 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 58439 members 
Mstep: Class 18 contains 166086 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 14838 members 
Mstep: Class 21 contains 163359 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738560.000000 Penalty: 88616.031250
Iteration 159Q: 26 clusters Score -1.947386e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91030 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229515 members 
Mstep: Class 4 contains 167281 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20078 members 
Mstep: Class 7 contains 101123 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 90984 members 
Mstep: Class 10 contains 104663 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 6169 members 
Mstep: Class 14 contains 161694 members 
Mstep: Class 15 contains 188494 members 
Mstep: Class 16 contains 15357 members 
Mstep: Class 17 contains 58439 members 
Mstep: Class 18 contains 166106 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 14832 members 
Mstep: Class 21 contains 163387 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738976.000000 Penalty: 88616.031250
Iteration 160F: 26 clusters Score -1.94739e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91030 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229487 members 
Mstep: Class 4 contains 167334 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20105 members 
Mstep: Class 7 contains 101159 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 91064 members 
Mstep: Class 10 contains 104679 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 6185 members 
Mstep: Class 14 contains 161765 members 
Mstep: Class 15 contains 188393 members 
Mstep: Class 16 contains 15106 members 
Mstep: Class 17 contains 58447 members 
Mstep: Class 18 contains 166118 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 20 contains 14829 members 
Mstep: Class 21 contains 163422 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738912.000000 Penalty: 88616.031250
Iteration 161Q: 26 clusters Score -1.947389e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229450 members 
Mstep: Class 4 contains 167389 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20119 members 
Mstep: Class 7 contains 101194 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 91152 members 
Mstep: Class 10 contains 104686 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 6202 members 
Mstep: Class 14 contains 161854 members 
Mstep: Class 15 contains 188280 members 
Mstep: Class 16 contains 14885 members 
Mstep: Class 17 contains 58450 members 
Mstep: Class 18 contains 166139 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 14820 members 
Mstep: Class 21 contains 163450 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738640.000000 Penalty: 88616.031250
Iteration 162Q: 26 clusters Score -1.947386e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229415 members 
Mstep: Class 4 contains 167432 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 101237 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 91218 members 
Mstep: Class 10 contains 104687 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 161918 members 
Mstep: Class 15 contains 188198 members 
Mstep: Class 16 contains 14694 members 
Mstep: Class 17 contains 58453 members 
Mstep: Class 18 contains 166144 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 14804 members 
Mstep: Class 21 contains 163470 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738608.000000 Penalty: 88616.031250
Iteration 163Q: 26 clusters Score -1.947386e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229373 members 
Mstep: Class 4 contains 167491 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20157 members 
Mstep: Class 7 contains 101285 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 91289 members 
Mstep: Class 10 contains 104709 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 161947 members 
Mstep: Class 15 contains 188097 members 
Mstep: Class 16 contains 14522 members 
Mstep: Class 17 contains 58459 members 
Mstep: Class 18 contains 166169 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 14794 members 
Mstep: Class 21 contains 163484 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738752.000000 Penalty: 88616.031250
Iteration 164Q: 26 clusters Score -1.947388e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229381 members 
Mstep: Class 4 contains 167537 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20172 members 
Mstep: Class 7 contains 101333 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 91377 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 161997 members 
Mstep: Class 15 contains 187963 members 
Mstep: Class 16 contains 14338 members 
Mstep: Class 17 contains 58463 members 
Mstep: Class 18 contains 166184 members 
Mstep: Class 19 contains 11958 members 
Mstep: Class 20 contains 14785 members 
Mstep: Class 21 contains 163503 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738560.000000 Penalty: 88616.031250
Iteration 165Q: 26 clusters Score -1.947386e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229354 members 
Mstep: Class 4 contains 167571 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20188 members 
Mstep: Class 7 contains 101381 members 
Mstep: Class 8 contains 6629 members 
Mstep: Class 9 contains 91467 members 
Mstep: Class 10 contains 104751 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 162020 members 
Mstep: Class 15 contains 187837 members 
Mstep: Class 16 contains 14188 members 
Mstep: Class 17 contains 58464 members 
Mstep: Class 18 contains 166212 members 
Mstep: Class 19 contains 11967 members 
Mstep: Class 20 contains 14783 members 
Mstep: Class 21 contains 163533 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738128.000000 Penalty: 88616.031250
Iteration 166Q: 26 clusters Score -1.947381e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229284 members 
Mstep: Class 4 contains 167599 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20221 members 
Mstep: Class 7 contains 101429 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 91558 members 
Mstep: Class 10 contains 104761 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 162032 members 
Mstep: Class 15 contains 187753 members 
Mstep: Class 16 contains 14021 members 
Mstep: Class 17 contains 58473 members 
Mstep: Class 18 contains 166252 members 
Mstep: Class 19 contains 11971 members 
Mstep: Class 20 contains 14787 members 
Mstep: Class 21 contains 163560 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737984.000000 Penalty: 88616.031250
Iteration 167Q: 26 clusters Score -1.94738e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229206 members 
Mstep: Class 4 contains 167642 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 101463 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 91629 members 
Mstep: Class 10 contains 104786 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 162048 members 
Mstep: Class 15 contains 187671 members 
Mstep: Class 16 contains 13886 members 
Mstep: Class 17 contains 58480 members 
Mstep: Class 18 contains 166293 members 
Mstep: Class 19 contains 11972 members 
Mstep: Class 20 contains 14781 members 
Mstep: Class 21 contains 163592 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737904.000000 Penalty: 88616.031250
Iteration 168Q: 26 clusters Score -1.947379e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229129 members 
Mstep: Class 4 contains 167690 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 101491 members 
Mstep: Class 8 contains 6632 members 
Mstep: Class 9 contains 91690 members 
Mstep: Class 10 contains 104811 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187620 members 
Mstep: Class 16 contains 13733 members 
Mstep: Class 17 contains 58485 members 
Mstep: Class 18 contains 166347 members 
Mstep: Class 19 contains 11973 members 
Mstep: Class 20 contains 14777 members 
Mstep: Class 21 contains 163615 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738112.000000 Penalty: 88616.031250
Iteration 169Q: 26 clusters Score -1.947381e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229072 members 
Mstep: Class 4 contains 167725 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 101519 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 91751 members 
Mstep: Class 10 contains 104844 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 162059 members 
Mstep: Class 15 contains 187566 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 58494 members 
Mstep: Class 18 contains 166361 members 
Mstep: Class 19 contains 11974 members 
Mstep: Class 20 contains 14770 members 
Mstep: Class 21 contains 163642 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738016.000000 Penalty: 88616.031250
Iteration 170Q: 26 clusters Score -1.94738e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229028 members 
Mstep: Class 4 contains 167765 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 101538 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 91799 members 
Mstep: Class 10 contains 104875 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 162068 members 
Mstep: Class 15 contains 187519 members 
Mstep: Class 16 contains 13469 members 
Mstep: Class 17 contains 58498 members 
Mstep: Class 18 contains 166377 members 
Mstep: Class 19 contains 11974 members 
Mstep: Class 20 contains 14762 members 
Mstep: Class 21 contains 163663 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738192.000000 Penalty: 88616.031250
Iteration 171Q: 26 clusters Score -1.947382e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 229000 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20335 members 
Mstep: Class 7 contains 101561 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 91844 members 
Mstep: Class 10 contains 104900 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 162085 members 
Mstep: Class 15 contains 187468 members 
Mstep: Class 16 contains 13343 members 
Mstep: Class 17 contains 58501 members 
Mstep: Class 18 contains 166393 members 
Mstep: Class 19 contains 11974 members 
Mstep: Class 20 contains 14756 members 
Mstep: Class 21 contains 163677 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738224.000000 Penalty: 88616.031250
Iteration 172Q: 26 clusters Score -1.947382e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 1061 members 
Mstep: Class 3 contains 228965 members 
Mstep: Class 4 contains 167815 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20356 members 
Mstep: Class 7 contains 101584 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 91889 members 
Mstep: Class 10 contains 104923 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4046 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 162096 members 
Mstep: Class 15 contains 187442 members 
Mstep: Class 16 contains 13197 members 
Mstep: Class 17 contains 58514 members 
Mstep: Class 18 contains 166415 members 
Mstep: Class 19 contains 11974 members 
Mstep: Class 20 contains 14750 members 
Mstep: Class 21 contains 163706 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738080.000000 Penalty: 88616.031250
Iteration 173Q: 26 clusters Score -1.947381e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228896 members 
Mstep: Class 4 contains 167821 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20372 members 
Mstep: Class 7 contains 101606 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 91938 members 
Mstep: Class 10 contains 104939 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 162112 members 
Mstep: Class 15 contains 187434 members 
Mstep: Class 16 contains 13051 members 
Mstep: Class 17 contains 58537 members 
Mstep: Class 18 contains 166435 members 
Mstep: Class 19 contains 11977 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 163750 members 
Mstep: Class 22 contains 2650 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738304.000000 Penalty: 88616.031250
Iteration 174Q: 26 clusters Score -1.947383e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228810 members 
Mstep: Class 4 contains 167848 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20387 members 
Mstep: Class 7 contains 101622 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 91997 members 
Mstep: Class 10 contains 104971 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 4041 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 162128 members 
Mstep: Class 15 contains 187417 members 
Mstep: Class 16 contains 12911 members 
Mstep: Class 17 contains 58552 members 
Mstep: Class 18 contains 166460 members 
Mstep: Class 19 contains 11976 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 163787 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738128.000000 Penalty: 88616.031250
Iteration 175Q: 26 clusters Score -1.947381e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228727 members 
Mstep: Class 4 contains 167860 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20404 members 
Mstep: Class 7 contains 101644 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92047 members 
Mstep: Class 10 contains 104999 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 162138 members 
Mstep: Class 15 contains 187392 members 
Mstep: Class 16 contains 12794 members 
Mstep: Class 17 contains 58568 members 
Mstep: Class 18 contains 166490 members 
Mstep: Class 19 contains 11976 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 163820 members 
Mstep: Class 22 contains 2652 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737952.000000 Penalty: 88616.031250
Iteration 176Q: 26 clusters Score -1.94738e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228654 members 
Mstep: Class 4 contains 167864 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20414 members 
Mstep: Class 7 contains 101662 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92095 members 
Mstep: Class 10 contains 105018 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4049 members 
Mstep: Class 13 contains 6332 members 
Mstep: Class 14 contains 162143 members 
Mstep: Class 15 contains 187395 members 
Mstep: Class 16 contains 12678 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 166518 members 
Mstep: Class 19 contains 11980 members 
Mstep: Class 20 contains 14736 members 
Mstep: Class 21 contains 163863 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738128.000000 Penalty: 88616.031250
Iteration 177Q: 26 clusters Score -1.947381e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228599 members 
Mstep: Class 4 contains 167867 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20431 members 
Mstep: Class 7 contains 101687 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 92125 members 
Mstep: Class 10 contains 105032 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 162142 members 
Mstep: Class 15 contains 187413 members 
Mstep: Class 16 contains 12562 members 
Mstep: Class 17 contains 58577 members 
Mstep: Class 18 contains 166547 members 
Mstep: Class 19 contains 11978 members 
Mstep: Class 20 contains 14732 members 
Mstep: Class 21 contains 163906 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738192.000000 Penalty: 88616.031250
Iteration 178Q: 26 clusters Score -1.947382e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228548 members 
Mstep: Class 4 contains 167876 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20447 members 
Mstep: Class 7 contains 101714 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 92156 members 
Mstep: Class 10 contains 105046 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 6337 members 
Mstep: Class 14 contains 162144 members 
Mstep: Class 15 contains 187432 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 166574 members 
Mstep: Class 19 contains 11978 members 
Mstep: Class 20 contains 14721 members 
Mstep: Class 21 contains 163929 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738288.000000 Penalty: 88616.031250
Iteration 179Q: 26 clusters Score -1.947383e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228491 members 
Mstep: Class 4 contains 167882 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20463 members 
Mstep: Class 7 contains 101750 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92196 members 
Mstep: Class 10 contains 105065 members 
Mstep: Class 11 contains 3582 members 
Mstep: Class 12 contains 4053 members 
Mstep: Class 13 contains 6339 members 
Mstep: Class 14 contains 162132 members 
Mstep: Class 15 contains 187434 members 
Mstep: Class 16 contains 12343 members 
Mstep: Class 17 contains 58587 members 
Mstep: Class 18 contains 166600 members 
Mstep: Class 19 contains 11981 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 163943 members 
Mstep: Class 22 contains 2654 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738224.000000 Penalty: 88616.031250
Iteration 180F: 26 clusters Score -1.947382e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228433 members 
Mstep: Class 4 contains 167894 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20480 members 
Mstep: Class 7 contains 101776 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92232 members 
Mstep: Class 10 contains 105086 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 6342 members 
Mstep: Class 14 contains 162127 members 
Mstep: Class 15 contains 187453 members 
Mstep: Class 16 contains 12232 members 
Mstep: Class 17 contains 58595 members 
Mstep: Class 18 contains 166616 members 
Mstep: Class 19 contains 11983 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 21 contains 163951 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738528.000000 Penalty: 88616.031250
Iteration 181Q: 26 clusters Score -1.947385e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228370 members 
Mstep: Class 4 contains 167904 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20494 members 
Mstep: Class 7 contains 101805 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92267 members 
Mstep: Class 10 contains 105103 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 4053 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 162130 members 
Mstep: Class 15 contains 187469 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 58598 members 
Mstep: Class 18 contains 166627 members 
Mstep: Class 19 contains 11983 members 
Mstep: Class 20 contains 14699 members 
Mstep: Class 21 contains 163963 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738544.000000 Penalty: 88616.031250
Iteration 182Q: 26 clusters Score -1.947385e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228334 members 
Mstep: Class 4 contains 167928 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20506 members 
Mstep: Class 7 contains 101847 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92291 members 
Mstep: Class 10 contains 105117 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 6344 members 
Mstep: Class 14 contains 162113 members 
Mstep: Class 15 contains 187492 members 
Mstep: Class 16 contains 12032 members 
Mstep: Class 17 contains 58598 members 
Mstep: Class 18 contains 166640 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 163971 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738496.000000 Penalty: 88616.031250
Iteration 183Q: 26 clusters Score -1.947385e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228308 members 
Mstep: Class 4 contains 167940 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20509 members 
Mstep: Class 7 contains 101879 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92316 members 
Mstep: Class 10 contains 105142 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 162104 members 
Mstep: Class 15 contains 187506 members 
Mstep: Class 16 contains 11929 members 
Mstep: Class 17 contains 58604 members 
Mstep: Class 18 contains 166651 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 14697 members 
Mstep: Class 21 contains 163974 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738320.000000 Penalty: 88616.031250
Iteration 184Q: 26 clusters Score -1.947383e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228269 members 
Mstep: Class 4 contains 167943 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20508 members 
Mstep: Class 7 contains 101911 members 
Mstep: Class 8 contains 6640 members 
Mstep: Class 9 contains 92344 members 
Mstep: Class 10 contains 105158 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 162113 members 
Mstep: Class 15 contains 187531 members 
Mstep: Class 16 contains 11831 members 
Mstep: Class 17 contains 58600 members 
Mstep: Class 18 contains 166654 members 
Mstep: Class 19 contains 11981 members 
Mstep: Class 20 contains 14695 members 
Mstep: Class 21 contains 163993 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738160.000000 Penalty: 88616.031250
Iteration 185Q: 26 clusters Score -1.947382e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228211 members 
Mstep: Class 4 contains 167958 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20508 members 
Mstep: Class 7 contains 101940 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 92380 members 
Mstep: Class 10 contains 105175 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4056 members 
Mstep: Class 13 contains 6350 members 
Mstep: Class 14 contains 162121 members 
Mstep: Class 15 contains 187558 members 
Mstep: Class 16 contains 11718 members 
Mstep: Class 17 contains 58606 members 
Mstep: Class 18 contains 166668 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 164010 members 
Mstep: Class 22 contains 2656 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737984.000000 Penalty: 88616.031250
Iteration 186Q: 26 clusters Score -1.94738e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228156 members 
Mstep: Class 4 contains 167975 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20517 members 
Mstep: Class 7 contains 101968 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92413 members 
Mstep: Class 10 contains 105181 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 6353 members 
Mstep: Class 14 contains 162121 members 
Mstep: Class 15 contains 187576 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 58611 members 
Mstep: Class 18 contains 166679 members 
Mstep: Class 19 contains 11981 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 164022 members 
Mstep: Class 22 contains 2658 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737904.000000 Penalty: 88616.031250
Iteration 187Q: 26 clusters Score -1.947379e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228123 members 
Mstep: Class 4 contains 167986 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20530 members 
Mstep: Class 7 contains 101996 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92445 members 
Mstep: Class 10 contains 105202 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 187591 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 17 contains 58608 members 
Mstep: Class 18 contains 166689 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 21 contains 164025 members 
Mstep: Class 22 contains 2662 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737952.000000 Penalty: 88616.031250
Iteration 188Q: 26 clusters Score -1.94738e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91084 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228103 members 
Mstep: Class 4 contains 167993 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20541 members 
Mstep: Class 7 contains 102021 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92486 members 
Mstep: Class 10 contains 105220 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 6358 members 
Mstep: Class 14 contains 162108 members 
Mstep: Class 15 contains 187590 members 
Mstep: Class 16 contains 11436 members 
Mstep: Class 17 contains 58606 members 
Mstep: Class 18 contains 166694 members 
Mstep: Class 19 contains 11987 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 164032 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737728.000000 Penalty: 88616.031250
Iteration 189Q: 26 clusters Score -1.947377e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91083 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228099 members 
Mstep: Class 4 contains 167993 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20547 members 
Mstep: Class 7 contains 102043 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 92526 members 
Mstep: Class 10 contains 105236 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 4065 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 162102 members 
Mstep: Class 15 contains 187587 members 
Mstep: Class 16 contains 11335 members 
Mstep: Class 17 contains 58608 members 
Mstep: Class 18 contains 166714 members 
Mstep: Class 19 contains 11993 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 164034 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737888.000000 Penalty: 88616.031250
Iteration 190Q: 26 clusters Score -1.947379e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228093 members 
Mstep: Class 4 contains 167990 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20555 members 
Mstep: Class 7 contains 102073 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92548 members 
Mstep: Class 10 contains 105251 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 6367 members 
Mstep: Class 14 contains 162095 members 
Mstep: Class 15 contains 187601 members 
Mstep: Class 16 contains 11247 members 
Mstep: Class 17 contains 58612 members 
Mstep: Class 18 contains 166731 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 164033 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738176.000000 Penalty: 88616.031250
Iteration 191Q: 26 clusters Score -1.947382e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228074 members 
Mstep: Class 4 contains 167986 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 102101 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92565 members 
Mstep: Class 10 contains 105270 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 6372 members 
Mstep: Class 14 contains 162088 members 
Mstep: Class 15 contains 187606 members 
Mstep: Class 16 contains 11173 members 
Mstep: Class 17 contains 58613 members 
Mstep: Class 18 contains 166747 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 164044 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738000.000000 Penalty: 88616.031250
Iteration 192Q: 26 clusters Score -1.94738e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228078 members 
Mstep: Class 4 contains 167991 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20552 members 
Mstep: Class 7 contains 102126 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92573 members 
Mstep: Class 10 contains 105284 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 6381 members 
Mstep: Class 14 contains 162083 members 
Mstep: Class 15 contains 187618 members 
Mstep: Class 16 contains 11087 members 
Mstep: Class 17 contains 58619 members 
Mstep: Class 18 contains 166744 members 
Mstep: Class 19 contains 11996 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 164060 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738032.000000 Penalty: 88616.031250
Iteration 193Q: 26 clusters Score -1.94738e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228088 members 
Mstep: Class 4 contains 167990 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20546 members 
Mstep: Class 7 contains 102160 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92583 members 
Mstep: Class 10 contains 105294 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4067 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 162074 members 
Mstep: Class 15 contains 187641 members 
Mstep: Class 16 contains 10996 members 
Mstep: Class 17 contains 58613 members 
Mstep: Class 18 contains 166747 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 164069 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 194Q: 26 clusters Score -1.947378e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228072 members 
Mstep: Class 4 contains 167986 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20554 members 
Mstep: Class 7 contains 102194 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92594 members 
Mstep: Class 10 contains 105310 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 162066 members 
Mstep: Class 15 contains 187674 members 
Mstep: Class 16 contains 10900 members 
Mstep: Class 17 contains 58614 members 
Mstep: Class 18 contains 166757 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 164075 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 26 clusters Score -1.94738e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228067 members 
Mstep: Class 4 contains 167993 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20561 members 
Mstep: Class 7 contains 102222 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92608 members 
Mstep: Class 10 contains 105328 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 6398 members 
Mstep: Class 14 contains 162062 members 
Mstep: Class 15 contains 187699 members 
Mstep: Class 16 contains 10794 members 
Mstep: Class 17 contains 58607 members 
Mstep: Class 18 contains 166772 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 164077 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
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Iteration 196Q: 26 clusters Score -1.947381e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91079 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 228028 members 
Mstep: Class 4 contains 168004 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20567 members 
Mstep: Class 7 contains 102241 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92624 members 
Mstep: Class 10 contains 105349 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 162062 members 
Mstep: Class 15 contains 187708 members 
Mstep: Class 16 contains 10730 members 
Mstep: Class 17 contains 58605 members 
Mstep: Class 18 contains 166780 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 164092 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
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Iteration 197Q: 26 clusters Score -1.947379e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227997 members 
Mstep: Class 4 contains 168017 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20580 members 
Mstep: Class 7 contains 102269 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92640 members 
Mstep: Class 10 contains 105367 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4069 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 162056 members 
Mstep: Class 15 contains 187703 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 58604 members 
Mstep: Class 18 contains 166786 members 
Mstep: Class 19 contains 11993 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 164102 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737888.000000 Penalty: 88616.031250
Iteration 198Q: 26 clusters Score -1.947379e+08 nChanged 351
Entering ConstructFrom: 
Score: -194737888.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (91077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Entering Unmasked Estep 
Score: -11309441.000000 Penalty: 2832.026123
	Iteration 0F: 2 clusters Score -1.130944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -11248437.000000 Penalty: 5664.052246
	Iteration 0F: 3 clusters Score -1.124844e+07 nChanged 42967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -11272715.000000 Penalty: 5664.052246
	Iteration 1F: 3 clusters Score -1.127272e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -11273374.000000 Penalty: 5664.052246
	Iteration 2Q: 3 clusters Score -1.127337e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -11274087.000000 Penalty: 5664.052246
	Iteration 3Q: 3 clusters Score -1.127409e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -11274984.000000 Penalty: 5664.052246
	Iteration 4Q: 3 clusters Score -1.127498e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -11276079.000000 Penalty: 5664.052246
	Iteration 5Q: 3 clusters Score -1.127608e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -11277334.000000 Penalty: 5664.052246
	Iteration 6Q: 3 clusters Score -1.127733e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -11279115.000000 Penalty: 5664.052246
	Iteration 7Q: 3 clusters Score -1.127912e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -11281267.000000 Penalty: 5664.052246
	Iteration 8Q: 3 clusters Score -1.128127e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -11283903.000000 Penalty: 5664.052246
	Iteration 9F: 3 clusters Score -1.12839e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -11287094.000000 Penalty: 5664.052246
	Iteration 10F: 3 clusters Score -1.128709e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -11290344.000000 Penalty: 5664.052246
	Iteration 11F: 3 clusters Score -1.129034e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -11293249.000000 Penalty: 5664.052246
	Iteration 12F: 3 clusters Score -1.129325e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -11295034.000000 Penalty: 5664.052246
	Iteration 13Q: 3 clusters Score -1.129503e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -11296056.000000 Penalty: 5664.052246
	Iteration 14Q: 3 clusters Score -1.129606e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -11296844.000000 Penalty: 5664.052246
	Iteration 15Q: 3 clusters Score -1.129684e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -11297426.000000 Penalty: 5664.052246
	Iteration 16Q: 3 clusters Score -1.129743e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -11298016.000000 Penalty: 5664.052246
	Iteration 17Q: 3 clusters Score -1.129802e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -11298610.000000 Penalty: 5664.052246
	Iteration 18Q: 3 clusters Score -1.129861e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -11299135.000000 Penalty: 5664.052246
	Iteration 19Q: 3 clusters Score -1.129914e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -11299577.000000 Penalty: 5664.052246
	Iteration 20F: 3 clusters Score -1.129958e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -11300076.000000 Penalty: 5664.052246
	Iteration 21Q: 3 clusters Score -1.130008e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -11300551.000000 Penalty: 5664.052246
	Iteration 22Q: 3 clusters Score -1.130055e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -11301026.000000 Penalty: 5664.052246
	Iteration 23Q: 3 clusters Score -1.130103e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -11301471.000000 Penalty: 5664.052246
	Iteration 24Q: 3 clusters Score -1.130147e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -11301848.000000 Penalty: 5664.052246
	Iteration 25Q: 3 clusters Score -1.130185e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -11302289.000000 Penalty: 5664.052246
	Iteration 26Q: 3 clusters Score -1.130229e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -11302702.000000 Penalty: 5664.052246
	Iteration 27Q: 3 clusters Score -1.13027e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -11303133.000000 Penalty: 5664.052246
	Iteration 28Q: 3 clusters Score -1.130313e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -11303555.000000 Penalty: 5664.052246
	Iteration 29Q: 3 clusters Score -1.130356e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -11303957.000000 Penalty: 5664.052246
	Iteration 30Q: 3 clusters Score -1.130396e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -11304274.000000 Penalty: 5664.052246
	Iteration 31Q: 3 clusters Score -1.130427e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -11304555.000000 Penalty: 5664.052246
	Iteration 32Q: 3 clusters Score -1.130456e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -11304877.000000 Penalty: 5664.052246
	Iteration 33Q: 3 clusters Score -1.130488e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -11305152.000000 Penalty: 5664.052246
	Iteration 34Q: 3 clusters Score -1.130515e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -11305452.000000 Penalty: 5664.052246
	Iteration 35Q: 3 clusters Score -1.130545e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -11305645.000000 Penalty: 5664.052246
	Iteration 36Q: 3 clusters Score -1.130564e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -11305876.000000 Penalty: 5664.052246
	Iteration 37Q: 3 clusters Score -1.130588e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -11306104.000000 Penalty: 5664.052246
	Iteration 38Q: 3 clusters Score -1.13061e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -11306272.000000 Penalty: 5664.052246
	Iteration 39Q: 3 clusters Score -1.130627e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -11306465.000000 Penalty: 5664.052246
	Iteration 40F: 3 clusters Score -1.130646e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -11306675.000000 Penalty: 5664.052246
	Iteration 41Q: 3 clusters Score -1.130668e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -11306777.000000 Penalty: 5664.052246
	Iteration 42Q: 3 clusters Score -1.130678e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -11306865.000000 Penalty: 5664.052246
	Iteration 43Q: 3 clusters Score -1.130686e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -11306991.000000 Penalty: 5664.052246
	Iteration 44Q: 3 clusters Score -1.130699e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -11307072.000000 Penalty: 5664.052246
	Iteration 45Q: 3 clusters Score -1.130707e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -11307156.000000 Penalty: 5664.052246
	Iteration 46Q: 3 clusters Score -1.130716e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -11307204.000000 Penalty: 5664.052246
	Iteration 47Q: 3 clusters Score -1.13072e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11307232.000000 Penalty: 5664.052246
	Iteration 48Q: 3 clusters Score -1.130723e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -11307300.000000 Penalty: 5664.052246
	Iteration 49Q: 3 clusters Score -1.13073e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -11307359.000000 Penalty: 5664.052246
	Iteration 50Q: 3 clusters Score -1.130736e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11307404.000000 Penalty: 5664.052246
	Iteration 51Q: 3 clusters Score -1.13074e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -11307436.000000 Penalty: 5664.052246
	Iteration 52Q: 3 clusters Score -1.130744e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -11307479.000000 Penalty: 5664.052246
	Iteration 53Q: 3 clusters Score -1.130748e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11307539.000000 Penalty: 5664.052246
	Iteration 54Q: 3 clusters Score -1.130754e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -11307566.000000 Penalty: 5664.052246
	Iteration 55Q: 3 clusters Score -1.130757e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -11307585.000000 Penalty: 5664.052246
	Iteration 56Q: 3 clusters Score -1.130758e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -11307573.000000 Penalty: 5664.052246
	Iteration 57Q: 3 clusters Score -1.130757e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -11307587.000000 Penalty: 5664.052246
	Iteration 58Q: 3 clusters Score -1.130759e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -11307581.000000 Penalty: 5664.052246
	Iteration 59Q: 3 clusters Score -1.130758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88474 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -11307588.000000 Penalty: 5664.052246
	Iteration 60F: 3 clusters Score -1.130759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -11307612.000000 Penalty: 5664.052246
	Iteration 61Q: 3 clusters Score -1.130761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11307611.000000 Penalty: 5664.052246
	Iteration 62Q: 3 clusters Score -1.130761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -11307619.000000 Penalty: 5664.052246
	Iteration 63Q: 3 clusters Score -1.130762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11307627.000000 Penalty: 5664.052246
	Iteration 64Q: 3 clusters Score -1.130763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -11307636.000000 Penalty: 5664.052246
	Iteration 65Q: 3 clusters Score -1.130764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -11307650.000000 Penalty: 5664.052246
	Iteration 66Q: 3 clusters Score -1.130765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88675 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -11307630.000000 Penalty: 5664.052246
	Iteration 67Q: 3 clusters Score -1.130763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -11307654.000000 Penalty: 5664.052246
	Iteration 68Q: 3 clusters Score -1.130765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11307650.000000 Penalty: 5664.052246
	Iteration 69Q: 3 clusters Score -1.130765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -11307642.000000 Penalty: 5664.052246
	Iteration 70Q: 3 clusters Score -1.130764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11307641.000000 Penalty: 5664.052246
	Iteration 71Q: 3 clusters Score -1.130764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -11307649.000000 Penalty: 5664.052246
	Iteration 72Q: 3 clusters Score -1.130765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -11307653.000000 Penalty: 5664.052246
	Iteration 73Q: 3 clusters Score -1.130765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11307654.000000 Penalty: 5664.052246
	Iteration 74Q: 3 clusters Score -1.130765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -11307659.000000 Penalty: 5664.052246
	Iteration 75Q: 3 clusters Score -1.130766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -11307651.000000 Penalty: 5664.052246
	Iteration 76Q: 3 clusters Score -1.130765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11307647.000000 Penalty: 5664.052246
	Iteration 77Q: 3 clusters Score -1.130765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11307639.000000 Penalty: 5664.052246
	Iteration 78Q: 3 clusters Score -1.130764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -11307632.000000 Penalty: 5664.052246
	Iteration 79Q: 3 clusters Score -1.130763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -11307644.000000 Penalty: 5664.052246
	Iteration 80F: 3 clusters Score -1.130764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11307646.000000 Penalty: 5664.052246
	Iteration 81Q: 3 clusters Score -1.130765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11307641.000000 Penalty: 5664.052246
	Iteration 82Q: 3 clusters Score -1.130764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11307646.000000 Penalty: 5664.052246
	Iteration 83Q: 3 clusters Score -1.130765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11307646.000000 Penalty: 5664.052246
	Iteration 84Q: 3 clusters Score -1.130765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11307666.000000 Penalty: 5664.052246
	Iteration 85Q: 3 clusters Score -1.130767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -11307682.000000 Penalty: 5664.052246
	Iteration 86Q: 3 clusters Score -1.130768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -11307678.000000 Penalty: 5664.052246
	Iteration 87Q: 3 clusters Score -1.130768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11307670.000000 Penalty: 5664.052246
	Iteration 88Q: 3 clusters Score -1.130767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11307665.000000 Penalty: 5664.052246
	Iteration 89Q: 3 clusters Score -1.130766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11307668.000000 Penalty: 5664.052246
	Iteration 90Q: 3 clusters Score -1.130767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11307669.000000 Penalty: 5664.052246
	Iteration 91Q: 3 clusters Score -1.130767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11307669.000000 Penalty: 5664.052246
	Iteration 92F: 3 clusters Score -1.130767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -109949.015625 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -109949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -108042.109375 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -108042.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108452.828125 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -108452.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -108634.843750 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -108634.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -108790.125000 Penalty: 3456.083008
	Iteration 3F: 3 clusters Score -108790.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108908.070312 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -108908.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109068.875000 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -109068.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109201.328125 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -109201.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109324.781250 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -109324.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109385.023438 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -109385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109427.062500 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -109427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109457.695312 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -109457.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109474.640625 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -109474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109476.265625 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -109476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -109477.656250 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -109477.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109479.117188 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -109479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109494.585938 Penalty: 3456.083008
	Iteration 15F: 3 clusters Score -109494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -109595.031250 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -109595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109709.093750 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -109709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -109780.203125 Penalty: 3456.083008
	Iteration 18Q: 3 clusters Score -109780.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109819.195312 Penalty: 3456.083008
	Iteration 19Q: 3 clusters Score -109819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109849.179688 Penalty: 3456.083008
	Iteration 20F: 3 clusters Score -109849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109869.000000 Penalty: 3456.083008
	Iteration 21Q: 3 clusters Score -109869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109885.046875 Penalty: 3456.083008
	Iteration 22Q: 3 clusters Score -109885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -109890.187500 Penalty: 3456.083008
	Iteration 23Q: 3 clusters Score -109890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -109895.687500 Penalty: 3456.083008
	Iteration 24Q: 3 clusters Score -109895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -109897.906250 Penalty: 3456.083008
	Iteration 25Q: 3 clusters Score -109897.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109899.203125 Penalty: 3456.083008
	Iteration 26Q: 3 clusters Score -109899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109899.203125 Penalty: 3456.083008
	Iteration 27F: 3 clusters Score -109899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (227981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227981 members 
Entering Unmasked Estep 
Score: -28086338.000000 Penalty: 3059.580566
	Iteration 0F: 2 clusters Score -2.808634e+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 113544 members 
Entering Unmasked Estep 
Score: -27944042.000000 Penalty: 6119.161133
	Iteration 0F: 3 clusters Score -2.794404e+07 nChanged 109888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -28008528.000000 Penalty: 6119.161133
	Iteration 1F: 3 clusters Score -2.800853e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126429 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -28010186.000000 Penalty: 6119.161133
	Iteration 2Q: 3 clusters Score -2.801019e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -28013104.000000 Penalty: 6119.161133
	Iteration 3Q: 3 clusters Score -2.80131e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145524 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -28018958.000000 Penalty: 6119.161133
	Iteration 4F: 3 clusters Score -2.801896e+07 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -28030260.000000 Penalty: 6119.161133
	Iteration 5F: 3 clusters Score -2.803026e+07 nChanged 21767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183956 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -28047190.000000 Penalty: 6119.161133
	Iteration 6F: 3 clusters Score -2.804719e+07 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205353 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -28064764.000000 Penalty: 6119.161133
	Iteration 7F: 3 clusters Score -2.806476e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219539 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -28076394.000000 Penalty: 6119.161133
	Iteration 8F: 3 clusters Score -2.807639e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225530 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -28081312.000000 Penalty: 6119.161133
	Iteration 9Q: 3 clusters Score -2.808131e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227276 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -28082754.000000 Penalty: 6119.161133
	Iteration 10Q: 3 clusters Score -2.808275e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227661 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28083262.000000 Penalty: 6119.161133
	Iteration 11Q: 3 clusters Score -2.808326e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227741 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28083412.000000 Penalty: 6119.161133
	Iteration 12Q: 3 clusters Score -2.808341e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227768 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28083482.000000 Penalty: 6119.161133
	Iteration 13Q: 3 clusters Score -2.808348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227780 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28083508.000000 Penalty: 6119.161133
	Iteration 14Q: 3 clusters Score -2.808351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227784 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28083522.000000 Penalty: 6119.161133
	Iteration 15Q: 3 clusters Score -2.808352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227784 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28083526.000000 Penalty: 6119.161133
	Iteration 16Q: 3 clusters Score -2.808353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227785 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28083544.000000 Penalty: 6119.161133
	Iteration 17Q: 3 clusters Score -2.808354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227787 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28083550.000000 Penalty: 6119.161133
	Iteration 18Q: 3 clusters Score -2.808355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227787 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28083550.000000 Penalty: 6119.161133
	Iteration 19Q: 3 clusters Score -2.808355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227788 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28083562.000000 Penalty: 6119.161133
	Iteration 20F: 3 clusters Score -2.808356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (168025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168025 members 
Entering Unmasked Estep 
Score: -20751644.000000 Penalty: 2983.903320
	Iteration 0F: 2 clusters Score -2.075164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -20641274.000000 Penalty: 5967.806641
	Iteration 0F: 3 clusters Score -2.064127e+07 nChanged 80437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -20688710.000000 Penalty: 5967.806641
	Iteration 1F: 3 clusters Score -2.068871e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -20690030.000000 Penalty: 5967.806641
	Iteration 2Q: 3 clusters Score -2.069003e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -20691626.000000 Penalty: 5967.806641
	Iteration 3Q: 3 clusters Score -2.069163e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96738 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -20694294.000000 Penalty: 5967.806641
	Iteration 4Q: 3 clusters Score -2.069429e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -20698382.000000 Penalty: 5967.806641
	Iteration 5Q: 3 clusters Score -2.069838e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -20704666.000000 Penalty: 5967.806641
	Iteration 6F: 3 clusters Score -2.070467e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -20712752.000000 Penalty: 5967.806641
	Iteration 7F: 3 clusters Score -2.071275e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129546 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -20721428.000000 Penalty: 5967.806641
	Iteration 8F: 3 clusters Score -2.072143e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -20729142.000000 Penalty: 5967.806641
	Iteration 9F: 3 clusters Score -2.072914e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145359 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -20734772.000000 Penalty: 5967.806641
	Iteration 10Q: 3 clusters Score -2.073477e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -20739104.000000 Penalty: 5967.806641
	Iteration 11Q: 3 clusters Score -2.07391e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -20742228.000000 Penalty: 5967.806641
	Iteration 12Q: 3 clusters Score -2.074223e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159425 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -20744478.000000 Penalty: 5967.806641
	Iteration 13Q: 3 clusters Score -2.074448e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -20746116.000000 Penalty: 5967.806641
	Iteration 14Q: 3 clusters Score -2.074612e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20747324.000000 Penalty: 5967.806641
	Iteration 15Q: 3 clusters Score -2.074732e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20748028.000000 Penalty: 5967.806641
	Iteration 16Q: 3 clusters Score -2.074803e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166264 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -20748388.000000 Penalty: 5967.806641
	Iteration 17Q: 3 clusters Score -2.074839e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20748650.000000 Penalty: 5967.806641
	Iteration 18Q: 3 clusters Score -2.074865e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166958 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -20748808.000000 Penalty: 5967.806641
	Iteration 19Q: 3 clusters Score -2.074881e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167124 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20748868.000000 Penalty: 5967.806641
	Iteration 20F: 3 clusters Score -2.074887e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167223 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -20748918.000000 Penalty: 5967.806641
	Iteration 21Q: 3 clusters Score -2.074892e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20748942.000000 Penalty: 5967.806641
	Iteration 22Q: 3 clusters Score -2.074894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -20748992.000000 Penalty: 5967.806641
	Iteration 23Q: 3 clusters Score -2.074899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20749024.000000 Penalty: 5967.806641
	Iteration 24Q: 3 clusters Score -2.074902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -20749020.000000 Penalty: 5967.806641
	Iteration 25Q: 3 clusters Score -2.074902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167400 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -20749014.000000 Penalty: 5967.806641
	Iteration 26Q: 3 clusters Score -2.074901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20749030.000000 Penalty: 5967.806641
	Iteration 27Q: 3 clusters Score -2.074903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20749044.000000 Penalty: 5967.806641
	Iteration 28Q: 3 clusters Score -2.074904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20749072.000000 Penalty: 5967.806641
	Iteration 29Q: 3 clusters Score -2.074907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -20749080.000000 Penalty: 5967.806641
	Iteration 30Q: 3 clusters Score -2.074908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20749094.000000 Penalty: 5967.806641
	Iteration 31Q: 3 clusters Score -2.074909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -20749104.000000 Penalty: 5967.806641
	Iteration 32Q: 3 clusters Score -2.07491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -20749112.000000 Penalty: 5967.806641
	Iteration 33Q: 3 clusters Score -2.074911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20749112.000000 Penalty: 5967.806641
	Iteration 34Q: 3 clusters Score -2.074911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20749110.000000 Penalty: 5967.806641
	Iteration 35Q: 3 clusters Score -2.074911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20749134.000000 Penalty: 5967.806641
	Iteration 36Q: 3 clusters Score -2.074913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167472 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20749132.000000 Penalty: 5967.806641
	Iteration 37Q: 3 clusters Score -2.074913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20749130.000000 Penalty: 5967.806641
	Iteration 38Q: 3 clusters Score -2.074913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20749132.000000 Penalty: 5967.806641
	Iteration 39Q: 3 clusters Score -2.074913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20749130.000000 Penalty: 5967.806641
	Iteration 40F: 3 clusters Score -2.074913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20749128.000000 Penalty: 5967.806641
	Iteration 41Q: 3 clusters Score -2.074913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20749132.000000 Penalty: 5967.806641
	Iteration 42Q: 3 clusters Score -2.074913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167486 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -20749140.000000 Penalty: 5967.806641
	Iteration 43Q: 3 clusters Score -2.074914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167488 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20749140.000000 Penalty: 5967.806641
	Iteration 44Q: 3 clusters Score -2.074914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20749136.000000 Penalty: 5967.806641
	Iteration 45Q: 3 clusters Score -2.074914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20749146.000000 Penalty: 5967.806641
	Iteration 46Q: 3 clusters Score -2.074915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20749134.000000 Penalty: 5967.806641
	Iteration 47Q: 3 clusters Score -2.074913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20749134.000000 Penalty: 5967.806641
	Iteration 48F: 3 clusters Score -2.074913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -90092.437500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -90092.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88334.546875 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -88334.55 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88638.117188 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -88638.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88748.796875 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -88748.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88813.703125 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -88813.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88861.851562 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -88861.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88902.257812 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -88902.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88950.718750 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -88950.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88982.984375 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -88982.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89006.296875 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -89006.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89026.921875 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -89026.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89036.734375 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -89036.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89051.093750 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -89051.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89060.890625 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -89060.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89065.359375 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -89065.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89073.054688 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -89073.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -89083.078125 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -89083.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89089.703125 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -89089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89098.250000 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -89098.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89099.109375 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -89099.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89099.109375 Penalty: 3325.389648
	Iteration 19F: 3 clusters Score -89099.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Entering Unmasked Estep 
Score: -2514990.250000 Penalty: 2463.323242
	Iteration 0F: 2 clusters Score -2514990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2500533.750000 Penalty: 4926.646484
	Iteration 0F: 3 clusters Score -2500534 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2505343.750000 Penalty: 4926.646484
	Iteration 1F: 3 clusters Score -2505344 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2505751.500000 Penalty: 4926.646484
	Iteration 2F: 3 clusters Score -2505752 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2506071.250000 Penalty: 4926.646484
	Iteration 3Q: 3 clusters Score -2506071 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2506379.000000 Penalty: 4926.646484
	Iteration 4Q: 3 clusters Score -2506379 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2506650.250000 Penalty: 4926.646484
	Iteration 5Q: 3 clusters Score -2506650 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2506940.250000 Penalty: 4926.646484
	Iteration 6Q: 3 clusters Score -2506940 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2507272.750000 Penalty: 4926.646484
	Iteration 7Q: 3 clusters Score -2507273 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2507693.500000 Penalty: 4926.646484
	Iteration 8Q: 3 clusters Score -2507694 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2508242.500000 Penalty: 4926.646484
	Iteration 9Q: 3 clusters Score -2508242 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2508935.250000 Penalty: 4926.646484
	Iteration 10Q: 3 clusters Score -2508935 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2509747.750000 Penalty: 4926.646484
	Iteration 11F: 3 clusters Score -2509748 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2510501.250000 Penalty: 4926.646484
	Iteration 12Q: 3 clusters Score -2510501 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2511073.250000 Penalty: 4926.646484
	Iteration 13Q: 3 clusters Score -2511073 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2511454.250000 Penalty: 4926.646484
	Iteration 14Q: 3 clusters Score -2511454 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2511694.500000 Penalty: 4926.646484
	Iteration 15Q: 3 clusters Score -2511694 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2511858.500000 Penalty: 4926.646484
	Iteration 16Q: 3 clusters Score -2511858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2511971.000000 Penalty: 4926.646484
	Iteration 17Q: 3 clusters Score -2511971 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2512048.250000 Penalty: 4926.646484
	Iteration 18Q: 3 clusters Score -2512048 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2512114.250000 Penalty: 4926.646484
	Iteration 19Q: 3 clusters Score -2512114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2512161.500000 Penalty: 4926.646484
	Iteration 20F: 3 clusters Score -2512162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2512210.250000 Penalty: 4926.646484
	Iteration 21Q: 3 clusters Score -2512210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2512262.500000 Penalty: 4926.646484
	Iteration 22Q: 3 clusters Score -2512262 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2512313.500000 Penalty: 4926.646484
	Iteration 23Q: 3 clusters Score -2512314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2512372.500000 Penalty: 4926.646484
	Iteration 24Q: 3 clusters Score -2512372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2512405.000000 Penalty: 4926.646484
	Iteration 25Q: 3 clusters Score -2512405 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2512432.250000 Penalty: 4926.646484
	Iteration 26Q: 3 clusters Score -2512432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2512455.500000 Penalty: 4926.646484
	Iteration 27Q: 3 clusters Score -2512456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2512480.250000 Penalty: 4926.646484
	Iteration 28Q: 3 clusters Score -2512480 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2512500.750000 Penalty: 4926.646484
	Iteration 29Q: 3 clusters Score -2512501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2512519.000000 Penalty: 4926.646484
	Iteration 30Q: 3 clusters Score -2512519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2512534.750000 Penalty: 4926.646484
	Iteration 31Q: 3 clusters Score -2512535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2512566.750000 Penalty: 4926.646484
	Iteration 32Q: 3 clusters Score -2512567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2512581.000000 Penalty: 4926.646484
	Iteration 33Q: 3 clusters Score -2512581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2512589.750000 Penalty: 4926.646484
	Iteration 34Q: 3 clusters Score -2512590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2512600.000000 Penalty: 4926.646484
	Iteration 35Q: 3 clusters Score -2512600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2512629.000000 Penalty: 4926.646484
	Iteration 36Q: 3 clusters Score -2512629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2512646.750000 Penalty: 4926.646484
	Iteration 37Q: 3 clusters Score -2512647 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2512658.000000 Penalty: 4926.646484
	Iteration 38Q: 3 clusters Score -2512658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2512674.750000 Penalty: 4926.646484
	Iteration 39Q: 3 clusters Score -2512675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2512677.500000 Penalty: 4926.646484
	Iteration 40F: 3 clusters Score -2512678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2512680.500000 Penalty: 4926.646484
	Iteration 41Q: 3 clusters Score -2512680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2512692.250000 Penalty: 4926.646484
	Iteration 42Q: 3 clusters Score -2512692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2512697.500000 Penalty: 4926.646484
	Iteration 43Q: 3 clusters Score -2512698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2512709.500000 Penalty: 4926.646484
	Iteration 44Q: 3 clusters Score -2512710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2512715.750000 Penalty: 4926.646484
	Iteration 45Q: 3 clusters Score -2512716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2512720.000000 Penalty: 4926.646484
	Iteration 46Q: 3 clusters Score -2512720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2512720.750000 Penalty: 4926.646484
	Iteration 47Q: 3 clusters Score -2512721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2512722.500000 Penalty: 4926.646484
	Iteration 48Q: 3 clusters Score -2512722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2512723.750000 Penalty: 4926.646484
	Iteration 49Q: 3 clusters Score -2512724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2512724.000000 Penalty: 4926.646484
	Iteration 50Q: 3 clusters Score -2512724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2512725.750000 Penalty: 4926.646484
	Iteration 51Q: 3 clusters Score -2512726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2512725.500000 Penalty: 4926.646484
	Iteration 52Q: 3 clusters Score -2512726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2512725.500000 Penalty: 4926.646484
	Iteration 53F: 3 clusters Score -2512726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Entering Unmasked Estep 
Score: -12721963.000000 Penalty: 2860.844727
	Iteration 0F: 2 clusters Score -1.272196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -12653489.000000 Penalty: 5721.689453
	Iteration 0F: 3 clusters Score -1.265349e+07 nChanged 48575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -12680980.000000 Penalty: 5721.689453
	Iteration 1F: 3 clusters Score -1.268098e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -12681693.000000 Penalty: 5721.689453
	Iteration 2Q: 3 clusters Score -1.268169e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -12682391.000000 Penalty: 5721.689453
	Iteration 3Q: 3 clusters Score -1.268239e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -12683108.000000 Penalty: 5721.689453
	Iteration 4Q: 3 clusters Score -1.268311e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -12684021.000000 Penalty: 5721.689453
	Iteration 5Q: 3 clusters Score -1.268402e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -12685017.000000 Penalty: 5721.689453
	Iteration 6Q: 3 clusters Score -1.268502e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -12686352.000000 Penalty: 5721.689453
	Iteration 7Q: 3 clusters Score -1.268635e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -12688064.000000 Penalty: 5721.689453
	Iteration 8Q: 3 clusters Score -1.268806e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -12689860.000000 Penalty: 5721.689453
	Iteration 9Q: 3 clusters Score -1.268986e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -12692245.000000 Penalty: 5721.689453
	Iteration 10Q: 3 clusters Score -1.269224e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -12695305.000000 Penalty: 5721.689453
	Iteration 11F: 3 clusters Score -1.26953e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55603 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -12698656.000000 Penalty: 5721.689453
	Iteration 12F: 3 clusters Score -1.269866e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -12702402.000000 Penalty: 5721.689453
	Iteration 13F: 3 clusters Score -1.27024e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -12705642.000000 Penalty: 5721.689453
	Iteration 14F: 3 clusters Score -1.270564e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -12707712.000000 Penalty: 5721.689453
	Iteration 15Q: 3 clusters Score -1.270771e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -12708671.000000 Penalty: 5721.689453
	Iteration 16Q: 3 clusters Score -1.270867e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -12709087.000000 Penalty: 5721.689453
	Iteration 17Q: 3 clusters Score -1.270909e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -12709557.000000 Penalty: 5721.689453
	Iteration 18Q: 3 clusters Score -1.270956e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -12709917.000000 Penalty: 5721.689453
	Iteration 19Q: 3 clusters Score -1.270992e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -12710396.000000 Penalty: 5721.689453
	Iteration 20F: 3 clusters Score -1.27104e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -12710807.000000 Penalty: 5721.689453
	Iteration 21Q: 3 clusters Score -1.271081e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68035 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -12711200.000000 Penalty: 5721.689453
	Iteration 22Q: 3 clusters Score -1.27112e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -12711541.000000 Penalty: 5721.689453
	Iteration 23Q: 3 clusters Score -1.271154e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -12711883.000000 Penalty: 5721.689453
	Iteration 24Q: 3 clusters Score -1.271188e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -12712167.000000 Penalty: 5721.689453
	Iteration 25Q: 3 clusters Score -1.271217e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -12712447.000000 Penalty: 5721.689453
	Iteration 26Q: 3 clusters Score -1.271245e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -12712745.000000 Penalty: 5721.689453
	Iteration 27Q: 3 clusters Score -1.271274e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -12713034.000000 Penalty: 5721.689453
	Iteration 28Q: 3 clusters Score -1.271303e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -12713300.000000 Penalty: 5721.689453
	Iteration 29Q: 3 clusters Score -1.27133e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -12713543.000000 Penalty: 5721.689453
	Iteration 30Q: 3 clusters Score -1.271354e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -12713873.000000 Penalty: 5721.689453
	Iteration 31Q: 3 clusters Score -1.271387e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -12714087.000000 Penalty: 5721.689453
	Iteration 32Q: 3 clusters Score -1.271409e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -12714400.000000 Penalty: 5721.689453
	Iteration 33Q: 3 clusters Score -1.27144e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -12714746.000000 Penalty: 5721.689453
	Iteration 34Q: 3 clusters Score -1.271475e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -12715018.000000 Penalty: 5721.689453
	Iteration 35Q: 3 clusters Score -1.271502e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -12715315.000000 Penalty: 5721.689453
	Iteration 36Q: 3 clusters Score -1.271532e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -12715637.000000 Penalty: 5721.689453
	Iteration 37Q: 3 clusters Score -1.271564e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -12715878.000000 Penalty: 5721.689453
	Iteration 38Q: 3 clusters Score -1.271588e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -12716186.000000 Penalty: 5721.689453
	Iteration 39Q: 3 clusters Score -1.271619e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -12716447.000000 Penalty: 5721.689453
	Iteration 40F: 3 clusters Score -1.271645e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -12716731.000000 Penalty: 5721.689453
	Iteration 41Q: 3 clusters Score -1.271673e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -12716986.000000 Penalty: 5721.689453
	Iteration 42Q: 3 clusters Score -1.271699e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -12717189.000000 Penalty: 5721.689453
	Iteration 43Q: 3 clusters Score -1.271719e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -12717401.000000 Penalty: 5721.689453
	Iteration 44Q: 3 clusters Score -1.27174e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -12717651.000000 Penalty: 5721.689453
	Iteration 45Q: 3 clusters Score -1.271765e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -12717832.000000 Penalty: 5721.689453
	Iteration 46Q: 3 clusters Score -1.271783e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -12718052.000000 Penalty: 5721.689453
	Iteration 47Q: 3 clusters Score -1.271805e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -12718286.000000 Penalty: 5721.689453
	Iteration 48Q: 3 clusters Score -1.271829e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -12718422.000000 Penalty: 5721.689453
	Iteration 49Q: 3 clusters Score -1.271842e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -12718577.000000 Penalty: 5721.689453
	Iteration 50Q: 3 clusters Score -1.271858e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -12718715.000000 Penalty: 5721.689453
	Iteration 51Q: 3 clusters Score -1.271872e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -12718827.000000 Penalty: 5721.689453
	Iteration 52Q: 3 clusters Score -1.271883e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -12718893.000000 Penalty: 5721.689453
	Iteration 53Q: 3 clusters Score -1.271889e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -12718989.000000 Penalty: 5721.689453
	Iteration 54Q: 3 clusters Score -1.271899e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -12719057.000000 Penalty: 5721.689453
	Iteration 55Q: 3 clusters Score -1.271906e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -12719077.000000 Penalty: 5721.689453
	Iteration 56Q: 3 clusters Score -1.271908e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -12719163.000000 Penalty: 5721.689453
	Iteration 57Q: 3 clusters Score -1.271916e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -12719193.000000 Penalty: 5721.689453
	Iteration 58Q: 3 clusters Score -1.271919e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -12719222.000000 Penalty: 5721.689453
	Iteration 59Q: 3 clusters Score -1.271922e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98396 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -12719291.000000 Penalty: 5721.689453
	Iteration 60F: 3 clusters Score -1.271929e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -12719353.000000 Penalty: 5721.689453
	Iteration 61Q: 3 clusters Score -1.271935e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -12719429.000000 Penalty: 5721.689453
	Iteration 62Q: 3 clusters Score -1.271943e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12719427.000000 Penalty: 5721.689453
	Iteration 63Q: 3 clusters Score -1.271943e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -12719461.000000 Penalty: 5721.689453
	Iteration 64Q: 3 clusters Score -1.271946e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -12719436.000000 Penalty: 5721.689453
	Iteration 65Q: 3 clusters Score -1.271944e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -12719453.000000 Penalty: 5721.689453
	Iteration 66Q: 3 clusters Score -1.271945e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -12719466.000000 Penalty: 5721.689453
	Iteration 67Q: 3 clusters Score -1.271947e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -12719497.000000 Penalty: 5721.689453
	Iteration 68Q: 3 clusters Score -1.27195e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99333 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -12719496.000000 Penalty: 5721.689453
	Iteration 69Q: 3 clusters Score -1.27195e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99403 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -12719516.000000 Penalty: 5721.689453
	Iteration 70Q: 3 clusters Score -1.271952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -12719516.000000 Penalty: 5721.689453
	Iteration 71Q: 3 clusters Score -1.271952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -12719527.000000 Penalty: 5721.689453
	Iteration 72Q: 3 clusters Score -1.271953e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -12719539.000000 Penalty: 5721.689453
	Iteration 73Q: 3 clusters Score -1.271954e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -12719554.000000 Penalty: 5721.689453
	Iteration 74Q: 3 clusters Score -1.271955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -12719580.000000 Penalty: 5721.689453
	Iteration 75Q: 3 clusters Score -1.271958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -12719574.000000 Penalty: 5721.689453
	Iteration 76Q: 3 clusters Score -1.271957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -12719559.000000 Penalty: 5721.689453
	Iteration 77Q: 3 clusters Score -1.271956e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12719580.000000 Penalty: 5721.689453
	Iteration 78Q: 3 clusters Score -1.271958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12719597.000000 Penalty: 5721.689453
	Iteration 79Q: 3 clusters Score -1.27196e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -12719608.000000 Penalty: 5721.689453
	Iteration 80F: 3 clusters Score -1.271961e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12719631.000000 Penalty: 5721.689453
	Iteration 81Q: 3 clusters Score -1.271963e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99921 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12719625.000000 Penalty: 5721.689453
	Iteration 82Q: 3 clusters Score -1.271962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -12719636.000000 Penalty: 5721.689453
	Iteration 83Q: 3 clusters Score -1.271964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -12719633.000000 Penalty: 5721.689453
	Iteration 84Q: 3 clusters Score -1.271963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100014 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -12719642.000000 Penalty: 5721.689453
	Iteration 85Q: 3 clusters Score -1.271964e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -12719665.000000 Penalty: 5721.689453
	Iteration 86Q: 3 clusters Score -1.271966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -12719670.000000 Penalty: 5721.689453
	Iteration 87Q: 3 clusters Score -1.271967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -12719661.000000 Penalty: 5721.689453
	Iteration 88Q: 3 clusters Score -1.271966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100110 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -12719675.000000 Penalty: 5721.689453
	Iteration 89Q: 3 clusters Score -1.271968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -12719670.000000 Penalty: 5721.689453
	Iteration 90Q: 3 clusters Score -1.271967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -12719680.000000 Penalty: 5721.689453
	Iteration 91Q: 3 clusters Score -1.271968e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -12719695.000000 Penalty: 5721.689453
	Iteration 92Q: 3 clusters Score -1.27197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100189 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -12719698.000000 Penalty: 5721.689453
	Iteration 93Q: 3 clusters Score -1.27197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12719704.000000 Penalty: 5721.689453
	Iteration 94Q: 3 clusters Score -1.27197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -12719709.000000 Penalty: 5721.689453
	Iteration 95Q: 3 clusters Score -1.271971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -12719721.000000 Penalty: 5721.689453
	Iteration 96Q: 3 clusters Score -1.271972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100261 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -12719716.000000 Penalty: 5721.689453
	Iteration 97Q: 3 clusters Score -1.271972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -12719730.000000 Penalty: 5721.689453
	Iteration 98Q: 3 clusters Score -1.271973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -12719726.000000 Penalty: 5721.689453
	Iteration 99Q: 3 clusters Score -1.271973e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12719729.000000 Penalty: 5721.689453
	Iteration 100F: 3 clusters Score -1.271973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100364 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -12719752.000000 Penalty: 5721.689453
	Iteration 101Q: 3 clusters Score -1.271975e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12719741.000000 Penalty: 5721.689453
	Iteration 102Q: 3 clusters Score -1.271974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -12719748.000000 Penalty: 5721.689453
	Iteration 103Q: 3 clusters Score -1.271975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -12719745.000000 Penalty: 5721.689453
	Iteration 104Q: 3 clusters Score -1.271974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100475 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12719755.000000 Penalty: 5721.689453
	Iteration 105Q: 3 clusters Score -1.271976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -12719777.000000 Penalty: 5721.689453
	Iteration 106Q: 3 clusters Score -1.271978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12719775.000000 Penalty: 5721.689453
	Iteration 107Q: 3 clusters Score -1.271978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -12719765.000000 Penalty: 5721.689453
	Iteration 108Q: 3 clusters Score -1.271976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12719759.000000 Penalty: 5721.689453
	Iteration 109Q: 3 clusters Score -1.271976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -12719751.000000 Penalty: 5721.689453
	Iteration 110Q: 3 clusters Score -1.271975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100559 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12719757.000000 Penalty: 5721.689453
	Iteration 111Q: 3 clusters Score -1.271976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12719749.000000 Penalty: 5721.689453
	Iteration 112Q: 3 clusters Score -1.271975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100570 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12719757.000000 Penalty: 5721.689453
	Iteration 113Q: 3 clusters Score -1.271976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -12719758.000000 Penalty: 5721.689453
	Iteration 114Q: 3 clusters Score -1.271976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100586 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12719769.000000 Penalty: 5721.689453
	Iteration 115Q: 3 clusters Score -1.271977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -12719769.000000 Penalty: 5721.689453
	Iteration 116Q: 3 clusters Score -1.271977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -12719766.000000 Penalty: 5721.689453
	Iteration 117Q: 3 clusters Score -1.271977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12719770.000000 Penalty: 5721.689453
	Iteration 118Q: 3 clusters Score -1.271977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -12719777.000000 Penalty: 5721.689453
	Iteration 119Q: 3 clusters Score -1.271978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -12719775.000000 Penalty: 5721.689453
	Iteration 120F: 3 clusters Score -1.271978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12719780.000000 Penalty: 5721.689453
	Iteration 121Q: 3 clusters Score -1.271978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100614 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12719780.000000 Penalty: 5721.689453
	Iteration 122F: 3 clusters Score -1.271978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -773672.750000 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -773672.8 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 3309 members 
Entering Unmasked Estep 
Score: -768183.062500 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -768183.1 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -769540.750000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -769540.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -769791.375000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -769791.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -769976.250000 Penalty: 4365.528809
	Iteration 3Q: 3 clusters Score -769976.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -770141.437500 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -770141.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -770289.875000 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -770289.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -770453.375000 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -770453.4 nChanged 259
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: -770663.437500 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -770663.4 nChanged 292
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: -770948.687500 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -770948.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -771296.187500 Penalty: 4365.528809
	Iteration 9F: 3 clusters Score -771296.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -771631.250000 Penalty: 4365.528809
	Iteration 10F: 3 clusters Score -771631.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -771901.750000 Penalty: 4365.528809
	Iteration 11F: 3 clusters Score -771901.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -772118.937500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -772118.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -772298.625000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -772298.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -772420.687500 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -772420.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -772502.250000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -772502.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -772569.500000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -772569.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -772627.687500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -772627.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -772675.000000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -772675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -772711.562500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -772711.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -772739.875000 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -772739.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -772766.187500 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -772766.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -772783.625000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -772783.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -772807.937500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -772807.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -772828.812500 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -772828.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -772847.000000 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -772847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -772850.750000 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -772850.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -772859.062500 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -772859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -772864.687500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -772864.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -772869.562500 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -772869.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -772881.000000 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -772881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -772886.937500 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -772886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -772888.500000 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -772888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -772892.562500 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -772892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -772895.750000 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -772895.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -772899.812500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -772899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -772898.937500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -772898.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -772898.625000 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -772898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -772898.625000 Penalty: 4365.528809
	Iteration 38F: 3 clusters Score -772898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (92647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Entering Unmasked Estep 
Score: -11045006.000000 Penalty: 2836.264893
	Iteration 0F: 2 clusters Score -1.104501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -10982999.000000 Penalty: 5672.529785
	Iteration 0F: 3 clusters Score -1.0983e+07 nChanged 43718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -11007936.000000 Penalty: 5672.529785
	Iteration 1F: 3 clusters Score -1.100794e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -11008530.000000 Penalty: 5672.529785
	Iteration 2Q: 3 clusters Score -1.100853e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -11009149.000000 Penalty: 5672.529785
	Iteration 3Q: 3 clusters Score -1.100915e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -11009864.000000 Penalty: 5672.529785
	Iteration 4Q: 3 clusters Score -1.100986e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -11010671.000000 Penalty: 5672.529785
	Iteration 5Q: 3 clusters Score -1.101067e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -11011653.000000 Penalty: 5672.529785
	Iteration 6Q: 3 clusters Score -1.101165e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -11013192.000000 Penalty: 5672.529785
	Iteration 7Q: 3 clusters Score -1.101319e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 59853 members 
Entering Unmasked Estep 
Score: -11015480.000000 Penalty: 5672.529785
	Iteration 8Q: 3 clusters Score -1.101548e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -11019164.000000 Penalty: 5672.529785
	Iteration 9F: 3 clusters Score -1.101916e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -11024558.000000 Penalty: 5672.529785
	Iteration 10F: 3 clusters Score -1.102456e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -11031068.000000 Penalty: 5672.529785
	Iteration 11F: 3 clusters Score -1.103107e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -11036791.000000 Penalty: 5672.529785
	Iteration 12F: 3 clusters Score -1.103679e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -11040176.000000 Penalty: 5672.529785
	Iteration 13Q: 3 clusters Score -1.104018e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -11041584.000000 Penalty: 5672.529785
	Iteration 14Q: 3 clusters Score -1.104158e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -11042082.000000 Penalty: 5672.529785
	Iteration 15Q: 3 clusters Score -1.104208e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -11042272.000000 Penalty: 5672.529785
	Iteration 16Q: 3 clusters Score -1.104227e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -11042355.000000 Penalty: 5672.529785
	Iteration 17Q: 3 clusters Score -1.104236e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -11042445.000000 Penalty: 5672.529785
	Iteration 18Q: 3 clusters Score -1.104244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -11042479.000000 Penalty: 5672.529785
	Iteration 19Q: 3 clusters Score -1.104248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -11042479.000000 Penalty: 5672.529785
	Iteration 20F: 3 clusters Score -1.104248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -11042484.000000 Penalty: 5672.529785
	Iteration 21Q: 3 clusters Score -1.104248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -11042483.000000 Penalty: 5672.529785
	Iteration 22Q: 3 clusters Score -1.104248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -11042487.000000 Penalty: 5672.529785
	Iteration 23Q: 3 clusters Score -1.104249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 92376 members 
Entering Unmasked Estep 
Score: -11042501.000000 Penalty: 5672.529785
	Iteration 24Q: 3 clusters Score -1.10425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -11042496.000000 Penalty: 5672.529785
	Iteration 25Q: 3 clusters Score -1.10425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -11042500.000000 Penalty: 5672.529785
	Iteration 26Q: 3 clusters Score -1.10425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -11042502.000000 Penalty: 5672.529785
	Iteration 27Q: 3 clusters Score -1.10425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -11042488.000000 Penalty: 5672.529785
	Iteration 28Q: 3 clusters Score -1.104249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -11042500.000000 Penalty: 5672.529785
	Iteration 29Q: 3 clusters Score -1.10425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -11042505.000000 Penalty: 5672.529785
	Iteration 30Q: 3 clusters Score -1.10425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -11042521.000000 Penalty: 5672.529785
	Iteration 31Q: 3 clusters Score -1.104252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -11042527.000000 Penalty: 5672.529785
	Iteration 32Q: 3 clusters Score -1.104253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -11042526.000000 Penalty: 5672.529785
	Iteration 33Q: 3 clusters Score -1.104253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -11042526.000000 Penalty: 5672.529785
	Iteration 34F: 3 clusters Score -1.104253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Entering Unmasked Estep 
Score: -13077423.000000 Penalty: 2868.222656
	Iteration 0F: 2 clusters Score -1.307742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -13006898.000000 Penalty: 5736.445312
	Iteration 0F: 3 clusters Score -1.30069e+07 nChanged 50062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -13035652.000000 Penalty: 5736.445312
	Iteration 1F: 3 clusters Score -1.303565e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -13036991.000000 Penalty: 5736.445312
	Iteration 2Q: 3 clusters Score -1.303699e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -13039274.000000 Penalty: 5736.445312
	Iteration 3Q: 3 clusters Score -1.303927e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -13042989.000000 Penalty: 5736.445312
	Iteration 4F: 3 clusters Score -1.304299e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -13048507.000000 Penalty: 5736.445312
	Iteration 5F: 3 clusters Score -1.304851e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -13055854.000000 Penalty: 5736.445312
	Iteration 6F: 3 clusters Score -1.305585e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -13063624.000000 Penalty: 5736.445312
	Iteration 7F: 3 clusters Score -1.306362e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -13068877.000000 Penalty: 5736.445312
	Iteration 8F: 3 clusters Score -1.306888e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -13071156.000000 Penalty: 5736.445312
	Iteration 9Q: 3 clusters Score -1.307116e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -13072124.000000 Penalty: 5736.445312
	Iteration 10Q: 3 clusters Score -1.307212e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -13072814.000000 Penalty: 5736.445312
	Iteration 11Q: 3 clusters Score -1.307281e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -13073317.000000 Penalty: 5736.445312
	Iteration 12Q: 3 clusters Score -1.307332e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 93846 members 
Entering Unmasked Estep 
Score: -13073684.000000 Penalty: 5736.445312
	Iteration 13Q: 3 clusters Score -1.307368e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -13073960.000000 Penalty: 5736.445312
	Iteration 14Q: 3 clusters Score -1.307396e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -13074195.000000 Penalty: 5736.445312
	Iteration 15Q: 3 clusters Score -1.30742e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -13074415.000000 Penalty: 5736.445312
	Iteration 16Q: 3 clusters Score -1.307442e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -13074639.000000 Penalty: 5736.445312
	Iteration 17Q: 3 clusters Score -1.307464e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -13074799.000000 Penalty: 5736.445312
	Iteration 18Q: 3 clusters Score -1.30748e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -13074907.000000 Penalty: 5736.445312
	Iteration 19Q: 3 clusters Score -1.307491e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -13075078.000000 Penalty: 5736.445312
	Iteration 20F: 3 clusters Score -1.307508e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -13075191.000000 Penalty: 5736.445312
	Iteration 21Q: 3 clusters Score -1.307519e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -13075322.000000 Penalty: 5736.445312
	Iteration 22Q: 3 clusters Score -1.307532e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 99977 members 
Entering Unmasked Estep 
Score: -13075435.000000 Penalty: 5736.445312
	Iteration 23Q: 3 clusters Score -1.307544e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -13075480.000000 Penalty: 5736.445312
	Iteration 24Q: 3 clusters Score -1.307548e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 100583 members 
Entering Unmasked Estep 
Score: -13075553.000000 Penalty: 5736.445312
	Iteration 25Q: 3 clusters Score -1.307555e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -13075586.000000 Penalty: 5736.445312
	Iteration 26Q: 3 clusters Score -1.307559e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -13075660.000000 Penalty: 5736.445312
	Iteration 27Q: 3 clusters Score -1.307566e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 101291 members 
Entering Unmasked Estep 
Score: -13075706.000000 Penalty: 5736.445312
	Iteration 28Q: 3 clusters Score -1.307571e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -13075769.000000 Penalty: 5736.445312
	Iteration 29Q: 3 clusters Score -1.307577e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 101633 members 
Entering Unmasked Estep 
Score: -13075776.000000 Penalty: 5736.445312
	Iteration 30Q: 3 clusters Score -1.307578e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -13075806.000000 Penalty: 5736.445312
	Iteration 31Q: 3 clusters Score -1.307581e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -13075827.000000 Penalty: 5736.445312
	Iteration 32Q: 3 clusters Score -1.307583e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 101954 members 
Entering Unmasked Estep 
Score: -13075832.000000 Penalty: 5736.445312
	Iteration 33Q: 3 clusters Score -1.307583e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 102040 members 
Entering Unmasked Estep 
Score: -13075839.000000 Penalty: 5736.445312
	Iteration 34Q: 3 clusters Score -1.307584e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -13075870.000000 Penalty: 5736.445312
	Iteration 35Q: 3 clusters Score -1.307587e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -13075891.000000 Penalty: 5736.445312
	Iteration 36Q: 3 clusters Score -1.307589e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -13075858.000000 Penalty: 5736.445312
	Iteration 37Q: 3 clusters Score -1.307586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 102312 members 
Entering Unmasked Estep 
Score: -13075860.000000 Penalty: 5736.445312
	Iteration 38Q: 3 clusters Score -1.307586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -13075884.000000 Penalty: 5736.445312
	Iteration 39Q: 3 clusters Score -1.307588e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 102425 members 
Entering Unmasked Estep 
Score: -13075912.000000 Penalty: 5736.445312
	Iteration 40F: 3 clusters Score -1.307591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -13075933.000000 Penalty: 5736.445312
	Iteration 41Q: 3 clusters Score -1.307593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -13075928.000000 Penalty: 5736.445312
	Iteration 42Q: 3 clusters Score -1.307593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -13075944.000000 Penalty: 5736.445312
	Iteration 43Q: 3 clusters Score -1.307594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -13075960.000000 Penalty: 5736.445312
	Iteration 44Q: 3 clusters Score -1.307596e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -13075971.000000 Penalty: 5736.445312
	Iteration 45Q: 3 clusters Score -1.307597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -13075981.000000 Penalty: 5736.445312
	Iteration 46Q: 3 clusters Score -1.307598e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -13075985.000000 Penalty: 5736.445312
	Iteration 47Q: 3 clusters Score -1.307598e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -13075986.000000 Penalty: 5736.445312
	Iteration 48Q: 3 clusters Score -1.307599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
Score: -13075996.000000 Penalty: 5736.445312
	Iteration 49Q: 3 clusters Score -1.3076e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -13075998.000000 Penalty: 5736.445312
	Iteration 50Q: 3 clusters Score -1.3076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 102859 members 
Entering Unmasked Estep 
Score: -13075986.000000 Penalty: 5736.445312
	Iteration 51Q: 3 clusters Score -1.307599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 102889 members 
Entering Unmasked Estep 
Score: -13076021.000000 Penalty: 5736.445312
	Iteration 52Q: 3 clusters Score -1.307602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -13076017.000000 Penalty: 5736.445312
	Iteration 53Q: 3 clusters Score -1.307602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 102935 members 
Entering Unmasked Estep 
Score: -13076004.000000 Penalty: 5736.445312
	Iteration 54Q: 3 clusters Score -1.3076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 102950 members 
Entering Unmasked Estep 
Score: -13076012.000000 Penalty: 5736.445312
	Iteration 55Q: 3 clusters Score -1.307601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -13076015.000000 Penalty: 5736.445312
	Iteration 56Q: 3 clusters Score -1.307602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -13076023.000000 Penalty: 5736.445312
	Iteration 57Q: 3 clusters Score -1.307602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 103003 members 
Entering Unmasked Estep 
Score: -13076017.000000 Penalty: 5736.445312
	Iteration 58Q: 3 clusters Score -1.307602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 103010 members 
Entering Unmasked Estep 
Score: -13076017.000000 Penalty: 5736.445312
	Iteration 59Q: 3 clusters Score -1.307602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 103018 members 
Entering Unmasked Estep 
Score: -13076015.000000 Penalty: 5736.445312
	Iteration 60F: 3 clusters Score -1.307602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 103026 members 
Entering Unmasked Estep 
Score: -13076018.000000 Penalty: 5736.445312
	Iteration 61Q: 3 clusters Score -1.307602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -13076019.000000 Penalty: 5736.445312
	Iteration 62Q: 3 clusters Score -1.307602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 103029 members 
Entering Unmasked Estep 
Score: -13076019.000000 Penalty: 5736.445312
	Iteration 63F: 3 clusters Score -1.307602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -431249.937500 Penalty: 2029.413208
	Iteration 0F: 2 clusters Score -431249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -427599.187500 Penalty: 4058.826416
	Iteration 0F: 3 clusters Score -427599.2 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -428337.125000 Penalty: 4058.826416
	Iteration 1F: 3 clusters Score -428337.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -428523.281250 Penalty: 4058.826416
	Iteration 2F: 3 clusters Score -428523.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -428621.156250 Penalty: 4058.826416
	Iteration 3Q: 3 clusters Score -428621.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -428695.437500 Penalty: 4058.826416
	Iteration 4Q: 3 clusters Score -428695.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -428756.625000 Penalty: 4058.826416
	Iteration 5Q: 3 clusters Score -428756.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -428819.218750 Penalty: 4058.826416
	Iteration 6Q: 3 clusters Score -428819.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -428878.312500 Penalty: 4058.826416
	Iteration 7Q: 3 clusters Score -428878.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -428934.437500 Penalty: 4058.826416
	Iteration 8Q: 3 clusters Score -428934.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -429001.062500 Penalty: 4058.826416
	Iteration 9Q: 3 clusters Score -429001.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -429065.531250 Penalty: 4058.826416
	Iteration 10Q: 3 clusters Score -429065.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -429113.843750 Penalty: 4058.826416
	Iteration 11Q: 3 clusters Score -429113.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -429166.406250 Penalty: 4058.826416
	Iteration 12Q: 3 clusters Score -429166.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -429217.375000 Penalty: 4058.826416
	Iteration 13Q: 3 clusters Score -429217.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -429266.656250 Penalty: 4058.826416
	Iteration 14Q: 3 clusters Score -429266.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -429306.937500 Penalty: 4058.826416
	Iteration 15Q: 3 clusters Score -429306.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -429338.375000 Penalty: 4058.826416
	Iteration 16Q: 3 clusters Score -429338.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -429362.906250 Penalty: 4058.826416
	Iteration 17Q: 3 clusters Score -429362.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -429391.312500 Penalty: 4058.826416
	Iteration 18Q: 3 clusters Score -429391.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -429420.750000 Penalty: 4058.826416
	Iteration 19Q: 3 clusters Score -429420.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -429452.531250 Penalty: 4058.826416
	Iteration 20F: 3 clusters Score -429452.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -429485.906250 Penalty: 4058.826416
	Iteration 21Q: 3 clusters Score -429485.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -429512.500000 Penalty: 4058.826416
	Iteration 22Q: 3 clusters Score -429512.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -429533.906250 Penalty: 4058.826416
	Iteration 23Q: 3 clusters Score -429533.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -429555.093750 Penalty: 4058.826416
	Iteration 24Q: 3 clusters Score -429555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -429570.750000 Penalty: 4058.826416
	Iteration 25Q: 3 clusters Score -429570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -429584.625000 Penalty: 4058.826416
	Iteration 26Q: 3 clusters Score -429584.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -429600.031250 Penalty: 4058.826416
	Iteration 27Q: 3 clusters Score -429600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -429611.281250 Penalty: 4058.826416
	Iteration 28Q: 3 clusters Score -429611.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -429620.406250 Penalty: 4058.826416
	Iteration 29Q: 3 clusters Score -429620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -429628.531250 Penalty: 4058.826416
	Iteration 30Q: 3 clusters Score -429628.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -429635.437500 Penalty: 4058.826416
	Iteration 31Q: 3 clusters Score -429635.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -429641.687500 Penalty: 4058.826416
	Iteration 32Q: 3 clusters Score -429641.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -429644.375000 Penalty: 4058.826416
	Iteration 33Q: 3 clusters Score -429644.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -429647.531250 Penalty: 4058.826416
	Iteration 34Q: 3 clusters Score -429647.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -429656.937500 Penalty: 4058.826416
	Iteration 35Q: 3 clusters Score -429656.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -429670.687500 Penalty: 4058.826416
	Iteration 36Q: 3 clusters Score -429670.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -429680.062500 Penalty: 4058.826416
	Iteration 37Q: 3 clusters Score -429680.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -429686.875000 Penalty: 4058.826416
	Iteration 38Q: 3 clusters Score -429686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -429695.531250 Penalty: 4058.826416
	Iteration 39Q: 3 clusters Score -429695.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -429704.187500 Penalty: 4058.826416
	Iteration 40F: 3 clusters Score -429704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -429714.500000 Penalty: 4058.826416
	Iteration 41Q: 3 clusters Score -429714.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -429720.500000 Penalty: 4058.826416
	Iteration 42Q: 3 clusters Score -429720.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -429728.406250 Penalty: 4058.826416
	Iteration 43Q: 3 clusters Score -429728.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -429733.500000 Penalty: 4058.826416
	Iteration 44Q: 3 clusters Score -429733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -429741.437500 Penalty: 4058.826416
	Iteration 45Q: 3 clusters Score -429741.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -429743.968750 Penalty: 4058.826416
	Iteration 46Q: 3 clusters Score -429744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -429747.250000 Penalty: 4058.826416
	Iteration 47Q: 3 clusters Score -429747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -429753.562500 Penalty: 4058.826416
	Iteration 48Q: 3 clusters Score -429753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -429759.375000 Penalty: 4058.826416
	Iteration 49Q: 3 clusters Score -429759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -429764.250000 Penalty: 4058.826416
	Iteration 50Q: 3 clusters Score -429764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -429769.906250 Penalty: 4058.826416
	Iteration 51Q: 3 clusters Score -429769.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -429777.906250 Penalty: 4058.826416
	Iteration 52Q: 3 clusters Score -429777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -429786.281250 Penalty: 4058.826416
	Iteration 53Q: 3 clusters Score -429786.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -429792.125000 Penalty: 4058.826416
	Iteration 54Q: 3 clusters Score -429792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -429798.593750 Penalty: 4058.826416
	Iteration 55Q: 3 clusters Score -429798.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -429806.562500 Penalty: 4058.826416
	Iteration 56Q: 3 clusters Score -429806.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -429818.281250 Penalty: 4058.826416
	Iteration 57Q: 3 clusters Score -429818.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -429832.406250 Penalty: 4058.826416
	Iteration 58Q: 3 clusters Score -429832.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -429846.593750 Penalty: 4058.826416
	Iteration 59Q: 3 clusters Score -429846.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -429864.187500 Penalty: 4058.826416
	Iteration 60F: 3 clusters Score -429864.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -429884.093750 Penalty: 4058.826416
	Iteration 61Q: 3 clusters Score -429884.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -429906.750000 Penalty: 4058.826416
	Iteration 62Q: 3 clusters Score -429906.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -429926.218750 Penalty: 4058.826416
	Iteration 63Q: 3 clusters Score -429926.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -429953.812500 Penalty: 4058.826416
	Iteration 64Q: 3 clusters Score -429953.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -429993.062500 Penalty: 4058.826416
	Iteration 65Q: 3 clusters Score -429993.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -430021.218750 Penalty: 4058.826416
	Iteration 66Q: 3 clusters Score -430021.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -430042.125000 Penalty: 4058.826416
	Iteration 67Q: 3 clusters Score -430042.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -430065.218750 Penalty: 4058.826416
	Iteration 68Q: 3 clusters Score -430065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -430095.375000 Penalty: 4058.826416
	Iteration 69Q: 3 clusters Score -430095.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -430124.187500 Penalty: 4058.826416
	Iteration 70Q: 3 clusters Score -430124.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430146.000000 Penalty: 4058.826416
	Iteration 71Q: 3 clusters Score -430146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -430171.093750 Penalty: 4058.826416
	Iteration 72Q: 3 clusters Score -430171.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430196.500000 Penalty: 4058.826416
	Iteration 73Q: 3 clusters Score -430196.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -430215.406250 Penalty: 4058.826416
	Iteration 74Q: 3 clusters Score -430215.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -430236.093750 Penalty: 4058.826416
	Iteration 75Q: 3 clusters Score -430236.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -430251.843750 Penalty: 4058.826416
	Iteration 76Q: 3 clusters Score -430251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -430264.406250 Penalty: 4058.826416
	Iteration 77Q: 3 clusters Score -430264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -430271.093750 Penalty: 4058.826416
	Iteration 78Q: 3 clusters Score -430271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -430275.437500 Penalty: 4058.826416
	Iteration 79Q: 3 clusters Score -430275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -430277.218750 Penalty: 4058.826416
	Iteration 80F: 3 clusters Score -430277.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -430279.343750 Penalty: 4058.826416
	Iteration 81Q: 3 clusters Score -430279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -430281.593750 Penalty: 4058.826416
	Iteration 82Q: 3 clusters Score -430281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -430283.750000 Penalty: 4058.826416
	Iteration 83Q: 3 clusters Score -430283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -430285.406250 Penalty: 4058.826416
	Iteration 84Q: 3 clusters Score -430285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -430286.375000 Penalty: 4058.826416
	Iteration 85Q: 3 clusters Score -430286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -430286.375000 Penalty: 4058.826416
	Iteration 86F: 3 clusters Score -430286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -488006.468750 Penalty: 2061.287598
	Iteration 0F: 2 clusters Score -488006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -484035.281250 Penalty: 4122.575195
	Iteration 0F: 3 clusters Score -484035.3 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -484893.906250 Penalty: 4122.575195
	Iteration 1F: 3 clusters Score -484893.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -485076.281250 Penalty: 4122.575195
	Iteration 2F: 3 clusters Score -485076.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -485171.468750 Penalty: 4122.575195
	Iteration 3Q: 3 clusters Score -485171.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -485237.968750 Penalty: 4122.575195
	Iteration 4Q: 3 clusters Score -485238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -485286.468750 Penalty: 4122.575195
	Iteration 5Q: 3 clusters Score -485286.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -485336.281250 Penalty: 4122.575195
	Iteration 6Q: 3 clusters Score -485336.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -485388.312500 Penalty: 4122.575195
	Iteration 7Q: 3 clusters Score -485388.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -485442.781250 Penalty: 4122.575195
	Iteration 8Q: 3 clusters Score -485442.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -485516.062500 Penalty: 4122.575195
	Iteration 9Q: 3 clusters Score -485516.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -485582.468750 Penalty: 4122.575195
	Iteration 10Q: 3 clusters Score -485582.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -485651.312500 Penalty: 4122.575195
	Iteration 11Q: 3 clusters Score -485651.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485742.593750 Penalty: 4122.575195
	Iteration 12Q: 3 clusters Score -485742.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -485829.218750 Penalty: 4122.575195
	Iteration 13Q: 3 clusters Score -485829.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -485903.937500 Penalty: 4122.575195
	Iteration 14Q: 3 clusters Score -485903.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -485986.281250 Penalty: 4122.575195
	Iteration 15Q: 3 clusters Score -485986.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -486091.000000 Penalty: 4122.575195
	Iteration 16Q: 3 clusters Score -486091 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -486213.906250 Penalty: 4122.575195
	Iteration 17Q: 3 clusters Score -486213.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -486353.156250 Penalty: 4122.575195
	Iteration 18Q: 3 clusters Score -486353.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -486520.750000 Penalty: 4122.575195
	Iteration 19Q: 3 clusters Score -486520.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486699.062500 Penalty: 4122.575195
	Iteration 20F: 3 clusters Score -486699.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -486847.937500 Penalty: 4122.575195
	Iteration 21Q: 3 clusters Score -486847.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -486971.031250 Penalty: 4122.575195
	Iteration 22Q: 3 clusters Score -486971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -487121.750000 Penalty: 4122.575195
	Iteration 23Q: 3 clusters Score -487121.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -487220.875000 Penalty: 4122.575195
	Iteration 24Q: 3 clusters Score -487220.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -487260.093750 Penalty: 4122.575195
	Iteration 25Q: 3 clusters Score -487260.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -487281.312500 Penalty: 4122.575195
	Iteration 26Q: 3 clusters Score -487281.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -487296.093750 Penalty: 4122.575195
	Iteration 27Q: 3 clusters Score -487296.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -487304.500000 Penalty: 4122.575195
	Iteration 28Q: 3 clusters Score -487304.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -487308.406250 Penalty: 4122.575195
	Iteration 29Q: 3 clusters Score -487308.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -487310.593750 Penalty: 4122.575195
	Iteration 30Q: 3 clusters Score -487310.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -487311.937500 Penalty: 4122.575195
	Iteration 31Q: 3 clusters Score -487311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -487316.312500 Penalty: 4122.575195
	Iteration 32Q: 3 clusters Score -487316.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -487318.875000 Penalty: 4122.575195
	Iteration 33Q: 3 clusters Score -487318.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -487319.687500 Penalty: 4122.575195
	Iteration 34Q: 3 clusters Score -487319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -487319.687500 Penalty: 4122.575195
	Iteration 35F: 3 clusters Score -487319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -742587.562500 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -742587.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -737151.687500 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -737151.7 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -738493.812500 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -738493.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -738773.187500 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -738773.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -738983.812500 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -738983.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -739155.937500 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -739155.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -739368.875000 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -739368.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -739612.937500 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -739612.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -739880.562500 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -739880.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -740165.687500 Penalty: 4347.357910
	Iteration 8F: 3 clusters Score -740165.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -740417.375000 Penalty: 4347.357910
	Iteration 9F: 3 clusters Score -740417.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -740606.687500 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -740606.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -740747.562500 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -740747.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -740860.812500 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -740860.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -740956.812500 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -740956.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -741014.187500 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -741014.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -741056.875000 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -741056.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -741090.500000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -741090.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -741121.812500 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -741121.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -741147.937500 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -741147.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -741162.937500 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -741162.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -741178.375000 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -741178.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -741187.125000 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -741187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -741190.500000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -741190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -741192.687500 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -741192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -741194.312500 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -741194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -741194.312500 Penalty: 4347.357910
	Iteration 25F: 3 clusters Score -741194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Entering Unmasked Estep 
Score: -20142590.000000 Penalty: 2974.923584
	Iteration 0F: 2 clusters Score -2.014259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -20035800.000000 Penalty: 5949.847168
	Iteration 0F: 3 clusters Score -2.00358e+07 nChanged 77514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -20080940.000000 Penalty: 5949.847168
	Iteration 1F: 3 clusters Score -2.008094e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -20081780.000000 Penalty: 5949.847168
	Iteration 2Q: 3 clusters Score -2.008178e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -20083070.000000 Penalty: 5949.847168
	Iteration 3Q: 3 clusters Score -2.008307e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -20084594.000000 Penalty: 5949.847168
	Iteration 4Q: 3 clusters Score -2.008459e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -20087134.000000 Penalty: 5949.847168
	Iteration 5Q: 3 clusters Score -2.008713e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -20090942.000000 Penalty: 5949.847168
	Iteration 6Q: 3 clusters Score -2.009094e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99522 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -20096676.000000 Penalty: 5949.847168
	Iteration 7F: 3 clusters Score -2.009668e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -20103814.000000 Penalty: 5949.847168
	Iteration 8F: 3 clusters Score -2.010381e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -20111166.000000 Penalty: 5949.847168
	Iteration 9F: 3 clusters Score -2.011117e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -20117642.000000 Penalty: 5949.847168
	Iteration 10F: 3 clusters Score -2.011764e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -20122304.000000 Penalty: 5949.847168
	Iteration 11Q: 3 clusters Score -2.01223e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121758 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -20125028.000000 Penalty: 5949.847168
	Iteration 12Q: 3 clusters Score -2.012503e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123781 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -20126744.000000 Penalty: 5949.847168
	Iteration 13Q: 3 clusters Score -2.012674e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125580 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -20127862.000000 Penalty: 5949.847168
	Iteration 14Q: 3 clusters Score -2.012786e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -20128728.000000 Penalty: 5949.847168
	Iteration 15Q: 3 clusters Score -2.012873e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129248 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -20129478.000000 Penalty: 5949.847168
	Iteration 16Q: 3 clusters Score -2.012948e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131110 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -20130132.000000 Penalty: 5949.847168
	Iteration 17Q: 3 clusters Score -2.013013e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132976 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -20130676.000000 Penalty: 5949.847168
	Iteration 18Q: 3 clusters Score -2.013068e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -20131470.000000 Penalty: 5949.847168
	Iteration 19Q: 3 clusters Score -2.013147e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136741 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -20132076.000000 Penalty: 5949.847168
	Iteration 20F: 3 clusters Score -2.013208e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138637 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -20132626.000000 Penalty: 5949.847168
	Iteration 21Q: 3 clusters Score -2.013263e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -20133376.000000 Penalty: 5949.847168
	Iteration 22Q: 3 clusters Score -2.013338e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142357 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -20134092.000000 Penalty: 5949.847168
	Iteration 23Q: 3 clusters Score -2.013409e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -20134848.000000 Penalty: 5949.847168
	Iteration 24Q: 3 clusters Score -2.013485e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145981 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -20135536.000000 Penalty: 5949.847168
	Iteration 25Q: 3 clusters Score -2.013554e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -20136200.000000 Penalty: 5949.847168
	Iteration 26Q: 3 clusters Score -2.01362e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149291 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -20136812.000000 Penalty: 5949.847168
	Iteration 27Q: 3 clusters Score -2.013681e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -20137394.000000 Penalty: 5949.847168
	Iteration 28Q: 3 clusters Score -2.013739e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152065 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -20137760.000000 Penalty: 5949.847168
	Iteration 29Q: 3 clusters Score -2.013776e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153290 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -20138150.000000 Penalty: 5949.847168
	Iteration 30Q: 3 clusters Score -2.013815e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154310 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -20138402.000000 Penalty: 5949.847168
	Iteration 31Q: 3 clusters Score -2.01384e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -20138614.000000 Penalty: 5949.847168
	Iteration 32Q: 3 clusters Score -2.013861e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -20138848.000000 Penalty: 5949.847168
	Iteration 33Q: 3 clusters Score -2.013885e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -20139000.000000 Penalty: 5949.847168
	Iteration 34Q: 3 clusters Score -2.0139e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -20139200.000000 Penalty: 5949.847168
	Iteration 35Q: 3 clusters Score -2.01392e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -20139422.000000 Penalty: 5949.847168
	Iteration 36Q: 3 clusters Score -2.013942e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -20139538.000000 Penalty: 5949.847168
	Iteration 37Q: 3 clusters Score -2.013954e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -20139640.000000 Penalty: 5949.847168
	Iteration 38Q: 3 clusters Score -2.013964e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158705 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -20139774.000000 Penalty: 5949.847168
	Iteration 39Q: 3 clusters Score -2.013977e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158949 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -20139862.000000 Penalty: 5949.847168
	Iteration 40F: 3 clusters Score -2.013986e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159148 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -20139944.000000 Penalty: 5949.847168
	Iteration 41Q: 3 clusters Score -2.013994e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -20139962.000000 Penalty: 5949.847168
	Iteration 42Q: 3 clusters Score -2.013996e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20140022.000000 Penalty: 5949.847168
	Iteration 43Q: 3 clusters Score -2.014002e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -20140074.000000 Penalty: 5949.847168
	Iteration 44Q: 3 clusters Score -2.014007e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -20140110.000000 Penalty: 5949.847168
	Iteration 45Q: 3 clusters Score -2.014011e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159809 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20140134.000000 Penalty: 5949.847168
	Iteration 46Q: 3 clusters Score -2.014013e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159891 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20140166.000000 Penalty: 5949.847168
	Iteration 47Q: 3 clusters Score -2.014017e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -20140204.000000 Penalty: 5949.847168
	Iteration 48Q: 3 clusters Score -2.01402e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -20140170.000000 Penalty: 5949.847168
	Iteration 49Q: 3 clusters Score -2.014017e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160059 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -20140198.000000 Penalty: 5949.847168
	Iteration 50Q: 3 clusters Score -2.01402e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -20140224.000000 Penalty: 5949.847168
	Iteration 51Q: 3 clusters Score -2.014022e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -20140246.000000 Penalty: 5949.847168
	Iteration 52Q: 3 clusters Score -2.014025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -20140278.000000 Penalty: 5949.847168
	Iteration 53Q: 3 clusters Score -2.014028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20140286.000000 Penalty: 5949.847168
	Iteration 54Q: 3 clusters Score -2.014029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160234 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -20140300.000000 Penalty: 5949.847168
	Iteration 55Q: 3 clusters Score -2.01403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20140276.000000 Penalty: 5949.847168
	Iteration 56Q: 3 clusters Score -2.014028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160281 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20140300.000000 Penalty: 5949.847168
	Iteration 57Q: 3 clusters Score -2.01403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -20140322.000000 Penalty: 5949.847168
	Iteration 58Q: 3 clusters Score -2.014032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20140326.000000 Penalty: 5949.847168
	Iteration 59Q: 3 clusters Score -2.014033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -20140354.000000 Penalty: 5949.847168
	Iteration 60F: 3 clusters Score -2.014035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160349 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20140360.000000 Penalty: 5949.847168
	Iteration 61Q: 3 clusters Score -2.014036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160368 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -20140340.000000 Penalty: 5949.847168
	Iteration 62Q: 3 clusters Score -2.014034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -20140334.000000 Penalty: 5949.847168
	Iteration 63Q: 3 clusters Score -2.014033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20140358.000000 Penalty: 5949.847168
	Iteration 64Q: 3 clusters Score -2.014036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20140350.000000 Penalty: 5949.847168
	Iteration 65Q: 3 clusters Score -2.014035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160433 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -20140330.000000 Penalty: 5949.847168
	Iteration 66Q: 3 clusters Score -2.014033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20140358.000000 Penalty: 5949.847168
	Iteration 67Q: 3 clusters Score -2.014036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -20140352.000000 Penalty: 5949.847168
	Iteration 68Q: 3 clusters Score -2.014035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160467 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20140330.000000 Penalty: 5949.847168
	Iteration 69Q: 3 clusters Score -2.014033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160470 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -20140342.000000 Penalty: 5949.847168
	Iteration 70Q: 3 clusters Score -2.014034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160473 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20140334.000000 Penalty: 5949.847168
	Iteration 71Q: 3 clusters Score -2.014033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20140320.000000 Penalty: 5949.847168
	Iteration 72Q: 3 clusters Score -2.014032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20140324.000000 Penalty: 5949.847168
	Iteration 73Q: 3 clusters Score -2.014032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160475 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20140324.000000 Penalty: 5949.847168
	Iteration 74F: 3 clusters Score -2.014032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187705 members 
Entering Unmasked Estep 
Score: -23026298.000000 Penalty: 3011.371338
	Iteration 0F: 2 clusters Score -2.30263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -22903008.000000 Penalty: 6022.742676
	Iteration 0F: 3 clusters Score -2.290301e+07 nChanged 90269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -22955976.000000 Penalty: 6022.742676
	Iteration 1F: 3 clusters Score -2.295598e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -22957318.000000 Penalty: 6022.742676
	Iteration 2Q: 3 clusters Score -2.295732e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -22959210.000000 Penalty: 6022.742676
	Iteration 3Q: 3 clusters Score -2.295921e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -22962390.000000 Penalty: 6022.742676
	Iteration 4Q: 3 clusters Score -2.296239e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 119950 members 
Entering Unmasked Estep 
Score: -22968208.000000 Penalty: 6022.742676
	Iteration 5Q: 3 clusters Score -2.296821e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 131192 members 
Entering Unmasked Estep 
Score: -22977454.000000 Penalty: 6022.742676
	Iteration 6F: 3 clusters Score -2.297745e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 143935 members 
Entering Unmasked Estep 
Score: -22989272.000000 Penalty: 6022.742676
	Iteration 7F: 3 clusters Score -2.298927e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 155754 members 
Entering Unmasked Estep 
Score: -23000910.000000 Penalty: 6022.742676
	Iteration 8F: 3 clusters Score -2.300091e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -23008968.000000 Penalty: 6022.742676
	Iteration 9F: 3 clusters Score -2.300897e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -23014446.000000 Penalty: 6022.742676
	Iteration 10Q: 3 clusters Score -2.301445e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 176103 members 
Entering Unmasked Estep 
Score: -23017686.000000 Penalty: 6022.742676
	Iteration 11Q: 3 clusters Score -2.301769e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 179406 members 
Entering Unmasked Estep 
Score: -23019582.000000 Penalty: 6022.742676
	Iteration 12Q: 3 clusters Score -2.301958e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 181719 members 
Entering Unmasked Estep 
Score: -23020898.000000 Penalty: 6022.742676
	Iteration 13Q: 3 clusters Score -2.30209e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 183373 members 
Entering Unmasked Estep 
Score: -23021776.000000 Penalty: 6022.742676
	Iteration 14Q: 3 clusters Score -2.302178e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 184569 members 
Entering Unmasked Estep 
Score: -23022340.000000 Penalty: 6022.742676
	Iteration 15Q: 3 clusters Score -2.302234e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 185358 members 
Entering Unmasked Estep 
Score: -23022770.000000 Penalty: 6022.742676
	Iteration 16Q: 3 clusters Score -2.302277e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 185849 members 
Entering Unmasked Estep 
Score: -23023040.000000 Penalty: 6022.742676
	Iteration 17Q: 3 clusters Score -2.302304e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 186196 members 
Entering Unmasked Estep 
Score: -23023252.000000 Penalty: 6022.742676
	Iteration 18Q: 3 clusters Score -2.302325e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 186421 members 
Entering Unmasked Estep 
Score: -23023352.000000 Penalty: 6022.742676
	Iteration 19Q: 3 clusters Score -2.302335e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 186572 members 
Entering Unmasked Estep 
Score: -23023474.000000 Penalty: 6022.742676
	Iteration 20F: 3 clusters Score -2.302347e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 186687 members 
Entering Unmasked Estep 
Score: -23023522.000000 Penalty: 6022.742676
	Iteration 21Q: 3 clusters Score -2.302352e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 186755 members 
Entering Unmasked Estep 
Score: -23023538.000000 Penalty: 6022.742676
	Iteration 22Q: 3 clusters Score -2.302354e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 186806 members 
Entering Unmasked Estep 
Score: -23023572.000000 Penalty: 6022.742676
	Iteration 23Q: 3 clusters Score -2.302357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 186852 members 
Entering Unmasked Estep 
Score: -23023584.000000 Penalty: 6022.742676
	Iteration 24Q: 3 clusters Score -2.302358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 186893 members 
Entering Unmasked Estep 
Score: -23023604.000000 Penalty: 6022.742676
	Iteration 25Q: 3 clusters Score -2.30236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -23023650.000000 Penalty: 6022.742676
	Iteration 26Q: 3 clusters Score -2.302365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 186946 members 
Entering Unmasked Estep 
Score: -23023668.000000 Penalty: 6022.742676
	Iteration 27Q: 3 clusters Score -2.302367e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -23023682.000000 Penalty: 6022.742676
	Iteration 28Q: 3 clusters Score -2.302368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 186987 members 
Entering Unmasked Estep 
Score: -23023672.000000 Penalty: 6022.742676
	Iteration 29Q: 3 clusters Score -2.302367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 187001 members 
Entering Unmasked Estep 
Score: -23023684.000000 Penalty: 6022.742676
	Iteration 30Q: 3 clusters Score -2.302368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 187010 members 
Entering Unmasked Estep 
Score: -23023674.000000 Penalty: 6022.742676
	Iteration 31Q: 3 clusters Score -2.302367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 187021 members 
Entering Unmasked Estep 
Score: -23023688.000000 Penalty: 6022.742676
	Iteration 32Q: 3 clusters Score -2.302369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -23023700.000000 Penalty: 6022.742676
	Iteration 33Q: 3 clusters Score -2.30237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 187039 members 
Entering Unmasked Estep 
Score: -23023702.000000 Penalty: 6022.742676
	Iteration 34Q: 3 clusters Score -2.30237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 187049 members 
Entering Unmasked Estep 
Score: -23023702.000000 Penalty: 6022.742676
	Iteration 35Q: 3 clusters Score -2.30237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 187054 members 
Entering Unmasked Estep 
Score: -23023716.000000 Penalty: 6022.742676
	Iteration 36Q: 3 clusters Score -2.302372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 187059 members 
Entering Unmasked Estep 
Score: -23023710.000000 Penalty: 6022.742676
	Iteration 37Q: 3 clusters Score -2.302371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 187061 members 
Entering Unmasked Estep 
Score: -23023718.000000 Penalty: 6022.742676
	Iteration 38Q: 3 clusters Score -2.302372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 187063 members 
Entering Unmasked Estep 
Score: -23023720.000000 Penalty: 6022.742676
	Iteration 39Q: 3 clusters Score -2.302372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -23023738.000000 Penalty: 6022.742676
	Iteration 40F: 3 clusters Score -2.302374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -23023732.000000 Penalty: 6022.742676
	Iteration 41Q: 3 clusters Score -2.302373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -23023724.000000 Penalty: 6022.742676
	Iteration 42Q: 3 clusters Score -2.302372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 187069 members 
Entering Unmasked Estep 
Score: -23023726.000000 Penalty: 6022.742676
	Iteration 43Q: 3 clusters Score -2.302373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 187070 members 
Entering Unmasked Estep 
Score: -23023730.000000 Penalty: 6022.742676
	Iteration 44Q: 3 clusters Score -2.302373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 187072 members 
Entering Unmasked Estep 
Score: -23023738.000000 Penalty: 6022.742676
	Iteration 45Q: 3 clusters Score -2.302374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -23023746.000000 Penalty: 6022.742676
	Iteration 46Q: 3 clusters Score -2.302375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -23023746.000000 Penalty: 6022.742676
	Iteration 47F: 3 clusters Score -2.302375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Entering Unmasked Estep 
Score: -1336010.000000 Penalty: 2298.568115
	Iteration 0F: 2 clusters Score -1336010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1327960.125000 Penalty: 4597.136230
	Iteration 0F: 3 clusters Score -1327960 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1330292.125000 Penalty: 4597.136230
	Iteration 1F: 3 clusters Score -1330292 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1330579.125000 Penalty: 4597.136230
	Iteration 2F: 3 clusters Score -1330579 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1330767.125000 Penalty: 4597.136230
	Iteration 3Q: 3 clusters Score -1330767 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1330883.625000 Penalty: 4597.136230
	Iteration 4Q: 3 clusters Score -1330884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1330971.500000 Penalty: 4597.136230
	Iteration 5Q: 3 clusters Score -1330972 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1331058.750000 Penalty: 4597.136230
	Iteration 6Q: 3 clusters Score -1331059 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1331121.375000 Penalty: 4597.136230
	Iteration 7Q: 3 clusters Score -1331121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1331181.625000 Penalty: 4597.136230
	Iteration 8Q: 3 clusters Score -1331182 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1331244.125000 Penalty: 4597.136230
	Iteration 9Q: 3 clusters Score -1331244 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1331301.750000 Penalty: 4597.136230
	Iteration 10Q: 3 clusters Score -1331302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1331353.750000 Penalty: 4597.136230
	Iteration 11Q: 3 clusters Score -1331354 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1331411.000000 Penalty: 4597.136230
	Iteration 12Q: 3 clusters Score -1331411 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1331483.250000 Penalty: 4597.136230
	Iteration 13Q: 3 clusters Score -1331483 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1331587.750000 Penalty: 4597.136230
	Iteration 14Q: 3 clusters Score -1331588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1331727.375000 Penalty: 4597.136230
	Iteration 15Q: 3 clusters Score -1331727 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1331880.750000 Penalty: 4597.136230
	Iteration 16Q: 3 clusters Score -1331881 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1332065.625000 Penalty: 4597.136230
	Iteration 17Q: 3 clusters Score -1332066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1332278.375000 Penalty: 4597.136230
	Iteration 18Q: 3 clusters Score -1332278 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1332500.500000 Penalty: 4597.136230
	Iteration 19Q: 3 clusters Score -1332500 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1332750.000000 Penalty: 4597.136230
	Iteration 20F: 3 clusters Score -1332750 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1333020.625000 Penalty: 4597.136230
	Iteration 21Q: 3 clusters Score -1333021 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1333280.250000 Penalty: 4597.136230
	Iteration 22Q: 3 clusters Score -1333280 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1333486.250000 Penalty: 4597.136230
	Iteration 23Q: 3 clusters Score -1333486 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1333630.500000 Penalty: 4597.136230
	Iteration 24Q: 3 clusters Score -1333630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1333750.750000 Penalty: 4597.136230
	Iteration 25Q: 3 clusters Score -1333751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1333817.250000 Penalty: 4597.136230
	Iteration 26Q: 3 clusters Score -1333817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1333857.750000 Penalty: 4597.136230
	Iteration 27Q: 3 clusters Score -1333858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1333884.500000 Penalty: 4597.136230
	Iteration 28Q: 3 clusters Score -1333884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1333911.375000 Penalty: 4597.136230
	Iteration 29Q: 3 clusters Score -1333911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1333936.250000 Penalty: 4597.136230
	Iteration 30Q: 3 clusters Score -1333936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1333956.250000 Penalty: 4597.136230
	Iteration 31Q: 3 clusters Score -1333956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1333978.250000 Penalty: 4597.136230
	Iteration 32Q: 3 clusters Score -1333978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1333987.375000 Penalty: 4597.136230
	Iteration 33Q: 3 clusters Score -1333987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1333990.125000 Penalty: 4597.136230
	Iteration 34Q: 3 clusters Score -1333990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1333998.375000 Penalty: 4597.136230
	Iteration 35Q: 3 clusters Score -1333998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1334002.250000 Penalty: 4597.136230
	Iteration 36Q: 3 clusters Score -1334002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1334003.875000 Penalty: 4597.136230
	Iteration 37Q: 3 clusters Score -1334004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1334005.375000 Penalty: 4597.136230
	Iteration 38Q: 3 clusters Score -1334005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1334014.750000 Penalty: 4597.136230
	Iteration 39Q: 3 clusters Score -1334015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1334024.500000 Penalty: 4597.136230
	Iteration 40F: 3 clusters Score -1334024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1334032.375000 Penalty: 4597.136230
	Iteration 41Q: 3 clusters Score -1334032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1334034.375000 Penalty: 4597.136230
	Iteration 42Q: 3 clusters Score -1334034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1334033.875000 Penalty: 4597.136230
	Iteration 43Q: 3 clusters Score -1334034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1334033.875000 Penalty: 4597.136230
	Iteration 44F: 3 clusters Score -1334034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Entering Unmasked Estep 
Score: -7276635.500000 Penalty: 2722.674072
	Iteration 0F: 2 clusters Score -7276636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -7237181.500000 Penalty: 5445.348145
	Iteration 0F: 3 clusters Score -7237182 nChanged 27308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -7252359.500000 Penalty: 5445.348145
	Iteration 1F: 3 clusters Score -7252360 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -7253038.500000 Penalty: 5445.348145
	Iteration 2Q: 3 clusters Score -7253038 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -7254040.000000 Penalty: 5445.348145
	Iteration 3Q: 3 clusters Score -7254040 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -7255393.000000 Penalty: 5445.348145
	Iteration 4Q: 3 clusters Score -7255393 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -7257513.000000 Penalty: 5445.348145
	Iteration 5F: 3 clusters Score -7257513 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -7260423.500000 Penalty: 5445.348145
	Iteration 6F: 3 clusters Score -7260424 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -7263875.000000 Penalty: 5445.348145
	Iteration 7F: 3 clusters Score -7263875 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -7267534.000000 Penalty: 5445.348145
	Iteration 8F: 3 clusters Score -7267534 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7270717.000000 Penalty: 5445.348145
	Iteration 9F: 3 clusters Score -7270717 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7272689.500000 Penalty: 5445.348145
	Iteration 10Q: 3 clusters Score -7272690 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7273505.000000 Penalty: 5445.348145
	Iteration 11Q: 3 clusters Score -7273505 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7273835.500000 Penalty: 5445.348145
	Iteration 12Q: 3 clusters Score -7273836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7273999.500000 Penalty: 5445.348145
	Iteration 13Q: 3 clusters Score -7274000 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7274065.500000 Penalty: 5445.348145
	Iteration 14Q: 3 clusters Score -7274066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7274116.000000 Penalty: 5445.348145
	Iteration 15Q: 3 clusters Score -7274116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7274147.500000 Penalty: 5445.348145
	Iteration 16Q: 3 clusters Score -7274148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7274172.000000 Penalty: 5445.348145
	Iteration 17Q: 3 clusters Score -7274172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7274193.000000 Penalty: 5445.348145
	Iteration 18Q: 3 clusters Score -7274193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7274203.500000 Penalty: 5445.348145
	Iteration 19Q: 3 clusters Score -7274204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7274201.500000 Penalty: 5445.348145
	Iteration 20F: 3 clusters Score -7274202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7274204.000000 Penalty: 5445.348145
	Iteration 21Q: 3 clusters Score -7274204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7274205.000000 Penalty: 5445.348145
	Iteration 22Q: 3 clusters Score -7274205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7274205.000000 Penalty: 5445.348145
	Iteration 23F: 3 clusters Score -7274205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Entering Unmasked Estep 
Score: -20478270.000000 Penalty: 2982.076660
	Iteration 0F: 2 clusters Score -2.047827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -20368304.000000 Penalty: 5964.153320
	Iteration 0F: 3 clusters Score -2.03683e+07 nChanged 79768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -20416030.000000 Penalty: 5964.153320
	Iteration 1F: 3 clusters Score -2.041603e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -20417366.000000 Penalty: 5964.153320
	Iteration 2Q: 3 clusters Score -2.041737e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -20419434.000000 Penalty: 5964.153320
	Iteration 3Q: 3 clusters Score -2.041943e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -20422468.000000 Penalty: 5964.153320
	Iteration 4Q: 3 clusters Score -2.042247e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -20427082.000000 Penalty: 5964.153320
	Iteration 5F: 3 clusters Score -2.042708e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -20433174.000000 Penalty: 5964.153320
	Iteration 6F: 3 clusters Score -2.043317e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100507 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -20441030.000000 Penalty: 5964.153320
	Iteration 7F: 3 clusters Score -2.044103e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -20449388.000000 Penalty: 5964.153320
	Iteration 8F: 3 clusters Score -2.044939e+07 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -20455442.000000 Penalty: 5964.153320
	Iteration 9F: 3 clusters Score -2.045544e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113425 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -20459008.000000 Penalty: 5964.153320
	Iteration 10Q: 3 clusters Score -2.045901e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -20460764.000000 Penalty: 5964.153320
	Iteration 11Q: 3 clusters Score -2.046076e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -20462076.000000 Penalty: 5964.153320
	Iteration 12Q: 3 clusters Score -2.046208e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122289 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -20463542.000000 Penalty: 5964.153320
	Iteration 13Q: 3 clusters Score -2.046354e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -20464804.000000 Penalty: 5964.153320
	Iteration 14Q: 3 clusters Score -2.04648e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -20466068.000000 Penalty: 5964.153320
	Iteration 15Q: 3 clusters Score -2.046607e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131062 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -20467358.000000 Penalty: 5964.153320
	Iteration 16Q: 3 clusters Score -2.046736e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -20468592.000000 Penalty: 5964.153320
	Iteration 17Q: 3 clusters Score -2.046859e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -20469610.000000 Penalty: 5964.153320
	Iteration 18Q: 3 clusters Score -2.046961e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139037 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -20470522.000000 Penalty: 5964.153320
	Iteration 19Q: 3 clusters Score -2.047052e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141354 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -20471474.000000 Penalty: 5964.153320
	Iteration 20F: 3 clusters Score -2.047147e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -20472366.000000 Penalty: 5964.153320
	Iteration 21Q: 3 clusters Score -2.047237e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -20473112.000000 Penalty: 5964.153320
	Iteration 22Q: 3 clusters Score -2.047311e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -20473736.000000 Penalty: 5964.153320
	Iteration 23Q: 3 clusters Score -2.047374e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -20474354.000000 Penalty: 5964.153320
	Iteration 24Q: 3 clusters Score -2.047435e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150871 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -20474728.000000 Penalty: 5964.153320
	Iteration 25Q: 3 clusters Score -2.047473e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152326 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -20475226.000000 Penalty: 5964.153320
	Iteration 26Q: 3 clusters Score -2.047523e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153680 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -20475706.000000 Penalty: 5964.153320
	Iteration 27Q: 3 clusters Score -2.047571e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -20475996.000000 Penalty: 5964.153320
	Iteration 28Q: 3 clusters Score -2.0476e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -20476254.000000 Penalty: 5964.153320
	Iteration 29Q: 3 clusters Score -2.047625e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156817 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -20476450.000000 Penalty: 5964.153320
	Iteration 30Q: 3 clusters Score -2.047645e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -20476598.000000 Penalty: 5964.153320
	Iteration 31Q: 3 clusters Score -2.04766e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158421 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -20476752.000000 Penalty: 5964.153320
	Iteration 32Q: 3 clusters Score -2.047675e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159060 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -20476942.000000 Penalty: 5964.153320
	Iteration 33Q: 3 clusters Score -2.047694e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159611 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -20477018.000000 Penalty: 5964.153320
	Iteration 34Q: 3 clusters Score -2.047702e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -20477070.000000 Penalty: 5964.153320
	Iteration 35Q: 3 clusters Score -2.047707e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160543 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -20477034.000000 Penalty: 5964.153320
	Iteration 36Q: 3 clusters Score -2.047703e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -20477086.000000 Penalty: 5964.153320
	Iteration 37Q: 3 clusters Score -2.047709e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -20477138.000000 Penalty: 5964.153320
	Iteration 38Q: 3 clusters Score -2.047714e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -20477170.000000 Penalty: 5964.153320
	Iteration 39Q: 3 clusters Score -2.047717e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161794 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -20477250.000000 Penalty: 5964.153320
	Iteration 40F: 3 clusters Score -2.047725e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162015 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -20477266.000000 Penalty: 5964.153320
	Iteration 41Q: 3 clusters Score -2.047727e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -20477306.000000 Penalty: 5964.153320
	Iteration 42Q: 3 clusters Score -2.047731e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162308 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -20477320.000000 Penalty: 5964.153320
	Iteration 43Q: 3 clusters Score -2.047732e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -20477334.000000 Penalty: 5964.153320
	Iteration 44Q: 3 clusters Score -2.047733e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162529 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -20477324.000000 Penalty: 5964.153320
	Iteration 45Q: 3 clusters Score -2.047732e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162618 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -20477308.000000 Penalty: 5964.153320
	Iteration 46Q: 3 clusters Score -2.047731e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162686 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -20477314.000000 Penalty: 5964.153320
	Iteration 47Q: 3 clusters Score -2.047731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -20477316.000000 Penalty: 5964.153320
	Iteration 48Q: 3 clusters Score -2.047732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -20477280.000000 Penalty: 5964.153320
	Iteration 49Q: 3 clusters Score -2.047728e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162828 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -20477268.000000 Penalty: 5964.153320
	Iteration 50Q: 3 clusters Score -2.047727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162858 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -20477306.000000 Penalty: 5964.153320
	Iteration 51Q: 3 clusters Score -2.047731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -20477294.000000 Penalty: 5964.153320
	Iteration 52Q: 3 clusters Score -2.047729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162907 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -20477302.000000 Penalty: 5964.153320
	Iteration 53Q: 3 clusters Score -2.04773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162925 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -20477322.000000 Penalty: 5964.153320
	Iteration 54Q: 3 clusters Score -2.047732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -20477334.000000 Penalty: 5964.153320
	Iteration 55Q: 3 clusters Score -2.047733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -20477310.000000 Penalty: 5964.153320
	Iteration 56Q: 3 clusters Score -2.047731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -20477294.000000 Penalty: 5964.153320
	Iteration 57Q: 3 clusters Score -2.047729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20477304.000000 Penalty: 5964.153320
	Iteration 58Q: 3 clusters Score -2.04773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163003 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20477302.000000 Penalty: 5964.153320
	Iteration 59Q: 3 clusters Score -2.04773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20477298.000000 Penalty: 5964.153320
	Iteration 60F: 3 clusters Score -2.04773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163034 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -20477302.000000 Penalty: 5964.153320
	Iteration 61Q: 3 clusters Score -2.04773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -20477296.000000 Penalty: 5964.153320
	Iteration 62Q: 3 clusters Score -2.04773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -20477306.000000 Penalty: 5964.153320
	Iteration 63Q: 3 clusters Score -2.047731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163078 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -20477308.000000 Penalty: 5964.153320
	Iteration 64Q: 3 clusters Score -2.047731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163085 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -20477308.000000 Penalty: 5964.153320
	Iteration 65Q: 3 clusters Score -2.047731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163088 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -20477308.000000 Penalty: 5964.153320
	Iteration 66Q: 3 clusters Score -2.047731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -20477304.000000 Penalty: 5964.153320
	Iteration 67Q: 3 clusters Score -2.04773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163092 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -20477300.000000 Penalty: 5964.153320
	Iteration 68Q: 3 clusters Score -2.04773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163093 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -20477300.000000 Penalty: 5964.153320
	Iteration 69Q: 3 clusters Score -2.04773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -20477304.000000 Penalty: 5964.153320
	Iteration 70Q: 3 clusters Score -2.04773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -20477308.000000 Penalty: 5964.153320
	Iteration 71Q: 3 clusters Score -2.047731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -20477302.000000 Penalty: 5964.153320
	Iteration 72Q: 3 clusters Score -2.04773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20477296.000000 Penalty: 5964.153320
	Iteration 73Q: 3 clusters Score -2.04773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20477296.000000 Penalty: 5964.153320
	Iteration 74F: 3 clusters Score -2.04773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Entering Unmasked Estep 
Score: -1455673.375000 Penalty: 2329.235352
	Iteration 0F: 2 clusters Score -1455673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1446758.375000 Penalty: 4658.470703
	Iteration 0F: 3 clusters Score -1446758 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1449463.750000 Penalty: 4658.470703
	Iteration 1F: 3 clusters Score -1449464 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1449805.750000 Penalty: 4658.470703
	Iteration 2F: 3 clusters Score -1449806 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1450094.500000 Penalty: 4658.470703
	Iteration 3F: 3 clusters Score -1450094 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1450391.750000 Penalty: 4658.470703
	Iteration 4Q: 3 clusters Score -1450392 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1450756.250000 Penalty: 4658.470703
	Iteration 5Q: 3 clusters Score -1450756 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1451155.875000 Penalty: 4658.470703
	Iteration 6Q: 3 clusters Score -1451156 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1451603.250000 Penalty: 4658.470703
	Iteration 7F: 3 clusters Score -1451603 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1452075.000000 Penalty: 4658.470703
	Iteration 8F: 3 clusters Score -1452075 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1452503.125000 Penalty: 4658.470703
	Iteration 9F: 3 clusters Score -1452503 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1452799.250000 Penalty: 4658.470703
	Iteration 10Q: 3 clusters Score -1452799 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1452994.500000 Penalty: 4658.470703
	Iteration 11Q: 3 clusters Score -1452994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1453152.375000 Penalty: 4658.470703
	Iteration 12Q: 3 clusters Score -1453152 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1453269.250000 Penalty: 4658.470703
	Iteration 13Q: 3 clusters Score -1453269 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1453351.500000 Penalty: 4658.470703
	Iteration 14Q: 3 clusters Score -1453352 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1453419.375000 Penalty: 4658.470703
	Iteration 15Q: 3 clusters Score -1453419 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1453462.500000 Penalty: 4658.470703
	Iteration 16Q: 3 clusters Score -1453462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1453500.625000 Penalty: 4658.470703
	Iteration 17Q: 3 clusters Score -1453501 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1453545.750000 Penalty: 4658.470703
	Iteration 18Q: 3 clusters Score -1453546 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1453587.750000 Penalty: 4658.470703
	Iteration 19Q: 3 clusters Score -1453588 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1453629.875000 Penalty: 4658.470703
	Iteration 20F: 3 clusters Score -1453630 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1453668.625000 Penalty: 4658.470703
	Iteration 21Q: 3 clusters Score -1453669 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1453719.750000 Penalty: 4658.470703
	Iteration 22Q: 3 clusters Score -1453720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1453778.625000 Penalty: 4658.470703
	Iteration 23Q: 3 clusters Score -1453779 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1453828.625000 Penalty: 4658.470703
	Iteration 24Q: 3 clusters Score -1453829 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1453893.875000 Penalty: 4658.470703
	Iteration 25Q: 3 clusters Score -1453894 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1453949.000000 Penalty: 4658.470703
	Iteration 26Q: 3 clusters Score -1453949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1454007.750000 Penalty: 4658.470703
	Iteration 27Q: 3 clusters Score -1454008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1454073.125000 Penalty: 4658.470703
	Iteration 28Q: 3 clusters Score -1454073 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1454126.375000 Penalty: 4658.470703
	Iteration 29Q: 3 clusters Score -1454126 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1454170.125000 Penalty: 4658.470703
	Iteration 30Q: 3 clusters Score -1454170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1454211.625000 Penalty: 4658.470703
	Iteration 31Q: 3 clusters Score -1454212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1454250.750000 Penalty: 4658.470703
	Iteration 32Q: 3 clusters Score -1454251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1454273.000000 Penalty: 4658.470703
	Iteration 33Q: 3 clusters Score -1454273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1454290.625000 Penalty: 4658.470703
	Iteration 34Q: 3 clusters Score -1454291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1454314.375000 Penalty: 4658.470703
	Iteration 35Q: 3 clusters Score -1454314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1454327.750000 Penalty: 4658.470703
	Iteration 36Q: 3 clusters Score -1454328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1454340.625000 Penalty: 4658.470703
	Iteration 37Q: 3 clusters Score -1454341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1454355.625000 Penalty: 4658.470703
	Iteration 38Q: 3 clusters Score -1454356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1454363.500000 Penalty: 4658.470703
	Iteration 39Q: 3 clusters Score -1454364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1454381.500000 Penalty: 4658.470703
	Iteration 40F: 3 clusters Score -1454382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1454398.250000 Penalty: 4658.470703
	Iteration 41Q: 3 clusters Score -1454398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1454410.875000 Penalty: 4658.470703
	Iteration 42Q: 3 clusters Score -1454411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1454429.625000 Penalty: 4658.470703
	Iteration 43Q: 3 clusters Score -1454430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1454448.500000 Penalty: 4658.470703
	Iteration 44Q: 3 clusters Score -1454448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1454478.750000 Penalty: 4658.470703
	Iteration 45Q: 3 clusters Score -1454479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1454500.000000 Penalty: 4658.470703
	Iteration 46Q: 3 clusters Score -1454500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1454517.875000 Penalty: 4658.470703
	Iteration 47Q: 3 clusters Score -1454518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1454525.250000 Penalty: 4658.470703
	Iteration 48Q: 3 clusters Score -1454525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1454539.125000 Penalty: 4658.470703
	Iteration 49Q: 3 clusters Score -1454539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1454549.875000 Penalty: 4658.470703
	Iteration 50Q: 3 clusters Score -1454550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1454556.500000 Penalty: 4658.470703
	Iteration 51Q: 3 clusters Score -1454556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1454565.250000 Penalty: 4658.470703
	Iteration 52Q: 3 clusters Score -1454565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1454572.000000 Penalty: 4658.470703
	Iteration 53Q: 3 clusters Score -1454572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1454574.125000 Penalty: 4658.470703
	Iteration 54Q: 3 clusters Score -1454574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1454577.250000 Penalty: 4658.470703
	Iteration 55Q: 3 clusters Score -1454577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1454575.125000 Penalty: 4658.470703
	Iteration 56Q: 3 clusters Score -1454575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1454577.500000 Penalty: 4658.470703
	Iteration 57Q: 3 clusters Score -1454578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1454578.375000 Penalty: 4658.470703
	Iteration 58Q: 3 clusters Score -1454578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1454577.375000 Penalty: 4658.470703
	Iteration 59Q: 3 clusters Score -1454577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1454581.750000 Penalty: 4658.470703
	Iteration 60F: 3 clusters Score -1454582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1454581.750000 Penalty: 4658.470703
	Iteration 61Q: 3 clusters Score -1454582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1454581.250000 Penalty: 4658.470703
	Iteration 62Q: 3 clusters Score -1454581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1454579.875000 Penalty: 4658.470703
	Iteration 63Q: 3 clusters Score -1454580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1454579.875000 Penalty: 4658.470703
	Iteration 64F: 3 clusters Score -1454580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Entering Unmasked Estep 
Score: -1678042.250000 Penalty: 2379.337891
	Iteration 0F: 2 clusters Score -1678042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1667569.250000 Penalty: 4758.675781
	Iteration 0F: 3 clusters Score -1667569 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1671409.750000 Penalty: 4758.675781
	Iteration 1F: 3 clusters Score -1671410 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1672654.000000 Penalty: 4758.675781
	Iteration 2F: 3 clusters Score -1672654 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1673760.875000 Penalty: 4758.675781
	Iteration 3F: 3 clusters Score -1673761 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1674786.125000 Penalty: 4758.675781
	Iteration 4F: 3 clusters Score -1674786 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1675893.625000 Penalty: 4758.675781
	Iteration 5F: 3 clusters Score -1675894 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1676868.750000 Penalty: 4758.675781
	Iteration 6F: 3 clusters Score -1676869 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1677619.375000 Penalty: 4758.675781
	Iteration 7Q: 3 clusters Score -1677619 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1678050.625000 Penalty: 4758.675781
	Iteration 8Q: 3 clusters Score -1678051 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1678305.875000 Penalty: 4758.675781
	Iteration 9Q: 3 clusters Score -1678306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1678478.750000 Penalty: 4758.675781
	Iteration 10Q: 3 clusters Score -1678479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1678649.875000 Penalty: 4758.675781
	Iteration 11Q: 3 clusters Score -1678650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1678745.625000 Penalty: 4758.675781
	Iteration 12Q: 3 clusters Score -1678746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1678779.875000 Penalty: 4758.675781
	Iteration 13Q: 3 clusters Score -1678780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1678796.125000 Penalty: 4758.675781
	Iteration 14Q: 3 clusters Score -1678796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1678798.375000 Penalty: 4758.675781
	Iteration 15Q: 3 clusters Score -1678798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1678801.500000 Penalty: 4758.675781
	Iteration 16Q: 3 clusters Score -1678802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1678801.500000 Penalty: 4758.675781
	Iteration 17F: 3 clusters Score -1678802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227981 members 
Mstep: Class 4 contains 168025 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 102300 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92647 members 
Mstep: Class 10 contains 105389 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 162050 members 
Mstep: Class 15 contains 187705 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 58602 members 
Mstep: Class 18 contains 166792 members 
Mstep: Class 19 contains 11993 members 
Mstep: Class 20 contains 13662 members 
Mstep: Class 21 contains 164105 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 1016 members 
Entering Unmasked Estep 
Score: -194737392.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194737888.000000 to -194737392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Entering Unmasked Estep 
Score: -20302208.000000 Penalty: 2978.048828
	Iteration 0F: 2 clusters Score -2.030221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -20194000.000000 Penalty: 5956.097656
	Iteration 0F: 3 clusters Score -2.0194e+07 nChanged 78357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -20238992.000000 Penalty: 5956.097656
	Iteration 1F: 3 clusters Score -2.023899e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -20239782.000000 Penalty: 5956.097656
	Iteration 2Q: 3 clusters Score -2.023978e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -20240910.000000 Penalty: 5956.097656
	Iteration 3Q: 3 clusters Score -2.024091e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 92762 members 
Entering Unmasked Estep 
Score: -20242168.000000 Penalty: 5956.097656
	Iteration 4Q: 3 clusters Score -2.024217e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -20244612.000000 Penalty: 5956.097656
	Iteration 5Q: 3 clusters Score -2.024461e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -20249376.000000 Penalty: 5956.097656
	Iteration 6F: 3 clusters Score -2.024938e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 118198 members 
Entering Unmasked Estep 
Score: -20257526.000000 Penalty: 5956.097656
	Iteration 7F: 3 clusters Score -2.025753e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 132413 members 
Entering Unmasked Estep 
Score: -20270176.000000 Penalty: 5956.097656
	Iteration 8F: 3 clusters Score -2.027018e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 146780 members 
Entering Unmasked Estep 
Score: -20284456.000000 Penalty: 5956.097656
	Iteration 9F: 3 clusters Score -2.028446e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 156876 members 
Entering Unmasked Estep 
Score: -20294132.000000 Penalty: 5956.097656
	Iteration 10F: 3 clusters Score -2.029413e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 161437 members 
Entering Unmasked Estep 
Score: -20298082.000000 Penalty: 5956.097656
	Iteration 11Q: 3 clusters Score -2.029808e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -20299210.000000 Penalty: 5956.097656
	Iteration 12Q: 3 clusters Score -2.029921e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -20299608.000000 Penalty: 5956.097656
	Iteration 13Q: 3 clusters Score -2.029961e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -20299808.000000 Penalty: 5956.097656
	Iteration 14Q: 3 clusters Score -2.029981e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -20299934.000000 Penalty: 5956.097656
	Iteration 15Q: 3 clusters Score -2.029993e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 163364 members 
Entering Unmasked Estep 
Score: -20300012.000000 Penalty: 5956.097656
	Iteration 16Q: 3 clusters Score -2.030001e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20300074.000000 Penalty: 5956.097656
	Iteration 17Q: 3 clusters Score -2.030007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 163379 members 
Entering Unmasked Estep 
Score: -20300112.000000 Penalty: 5956.097656
	Iteration 18Q: 3 clusters Score -2.030011e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 163371 members 
Entering Unmasked Estep 
Score: -20300154.000000 Penalty: 5956.097656
	Iteration 19Q: 3 clusters Score -2.030015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -20300170.000000 Penalty: 5956.097656
	Iteration 20F: 3 clusters Score -2.030017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 163343 members 
Entering Unmasked Estep 
Score: -20300220.000000 Penalty: 5956.097656
	Iteration 21Q: 3 clusters Score -2.030022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 163330 members 
Entering Unmasked Estep 
Score: -20300254.000000 Penalty: 5956.097656
	Iteration 22Q: 3 clusters Score -2.030025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 163307 members 
Entering Unmasked Estep 
Score: -20300252.000000 Penalty: 5956.097656
	Iteration 23Q: 3 clusters Score -2.030025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -20300268.000000 Penalty: 5956.097656
	Iteration 24Q: 3 clusters Score -2.030027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -20300282.000000 Penalty: 5956.097656
	Iteration 25Q: 3 clusters Score -2.030028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 163297 members 
Entering Unmasked Estep 
Score: -20300278.000000 Penalty: 5956.097656
	Iteration 26Q: 3 clusters Score -2.030028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 163286 members 
Entering Unmasked Estep 
Score: -20300290.000000 Penalty: 5956.097656
	Iteration 27Q: 3 clusters Score -2.030029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 163275 members 
Entering Unmasked Estep 
Score: -20300298.000000 Penalty: 5956.097656
	Iteration 28Q: 3 clusters Score -2.03003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 163261 members 
Entering Unmasked Estep 
Score: -20300300.000000 Penalty: 5956.097656
	Iteration 29Q: 3 clusters Score -2.03003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -20300302.000000 Penalty: 5956.097656
	Iteration 30Q: 3 clusters Score -2.03003e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 163231 members 
Entering Unmasked Estep 
Score: -20300318.000000 Penalty: 5956.097656
	Iteration 31Q: 3 clusters Score -2.030032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -20300350.000000 Penalty: 5956.097656
	Iteration 32Q: 3 clusters Score -2.030035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 163213 members 
Entering Unmasked Estep 
Score: -20300366.000000 Penalty: 5956.097656
	Iteration 33Q: 3 clusters Score -2.030037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -20300394.000000 Penalty: 5956.097656
	Iteration 34Q: 3 clusters Score -2.030039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -20300410.000000 Penalty: 5956.097656
	Iteration 35Q: 3 clusters Score -2.030041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -20300410.000000 Penalty: 5956.097656
	Iteration 36Q: 3 clusters Score -2.030041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 163157 members 
Entering Unmasked Estep 
Score: -20300424.000000 Penalty: 5956.097656
	Iteration 37Q: 3 clusters Score -2.030042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 163141 members 
Entering Unmasked Estep 
Score: -20300436.000000 Penalty: 5956.097656
	Iteration 38Q: 3 clusters Score -2.030044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -20300462.000000 Penalty: 5956.097656
	Iteration 39Q: 3 clusters Score -2.030046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 163122 members 
Entering Unmasked Estep 
Score: -20300496.000000 Penalty: 5956.097656
	Iteration 40F: 3 clusters Score -2.03005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -20300490.000000 Penalty: 5956.097656
	Iteration 41Q: 3 clusters Score -2.030049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -20300478.000000 Penalty: 5956.097656
	Iteration 42Q: 3 clusters Score -2.030048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -20300492.000000 Penalty: 5956.097656
	Iteration 43Q: 3 clusters Score -2.030049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -20300486.000000 Penalty: 5956.097656
	Iteration 44Q: 3 clusters Score -2.030049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 163095 members 
Entering Unmasked Estep 
Score: -20300492.000000 Penalty: 5956.097656
	Iteration 45Q: 3 clusters Score -2.030049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 163092 members 
Entering Unmasked Estep 
Score: -20300478.000000 Penalty: 5956.097656
	Iteration 46Q: 3 clusters Score -2.030048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -20300474.000000 Penalty: 5956.097656
	Iteration 47Q: 3 clusters Score -2.030047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 163086 members 
Entering Unmasked Estep 
Score: -20300482.000000 Penalty: 5956.097656
	Iteration 48Q: 3 clusters Score -2.030048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 163084 members 
Entering Unmasked Estep 
Score: -20300494.000000 Penalty: 5956.097656
	Iteration 49Q: 3 clusters Score -2.030049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -20300500.000000 Penalty: 5956.097656
	Iteration 50Q: 3 clusters Score -2.03005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -20300516.000000 Penalty: 5956.097656
	Iteration 51Q: 3 clusters Score -2.030052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 163059 members 
Entering Unmasked Estep 
Score: -20300524.000000 Penalty: 5956.097656
	Iteration 52Q: 3 clusters Score -2.030052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -20300532.000000 Penalty: 5956.097656
	Iteration 53Q: 3 clusters Score -2.030053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -20300542.000000 Penalty: 5956.097656
	Iteration 54Q: 3 clusters Score -2.030054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 163036 members 
Entering Unmasked Estep 
Score: -20300558.000000 Penalty: 5956.097656
	Iteration 55Q: 3 clusters Score -2.030056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -20300562.000000 Penalty: 5956.097656
	Iteration 56Q: 3 clusters Score -2.030056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 163019 members 
Entering Unmasked Estep 
Score: -20300548.000000 Penalty: 5956.097656
	Iteration 57Q: 3 clusters Score -2.030055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 163014 members 
Entering Unmasked Estep 
Score: -20300562.000000 Penalty: 5956.097656
	Iteration 58Q: 3 clusters Score -2.030056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -20300572.000000 Penalty: 5956.097656
	Iteration 59Q: 3 clusters Score -2.030057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -20300566.000000 Penalty: 5956.097656
	Iteration 60F: 3 clusters Score -2.030057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -20300562.000000 Penalty: 5956.097656
	Iteration 61Q: 3 clusters Score -2.030056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -20300570.000000 Penalty: 5956.097656
	Iteration 62Q: 3 clusters Score -2.030057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -20300562.000000 Penalty: 5956.097656
	Iteration 63Q: 3 clusters Score -2.030056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 162992 members 
Entering Unmasked Estep 
Score: -20300570.000000 Penalty: 5956.097656
	Iteration 64Q: 3 clusters Score -2.030057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -20300582.000000 Penalty: 5956.097656
	Iteration 65Q: 3 clusters Score -2.030058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 162989 members 
Entering Unmasked Estep 
Score: -20300590.000000 Penalty: 5956.097656
	Iteration 66Q: 3 clusters Score -2.030059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -20300594.000000 Penalty: 5956.097656
	Iteration 67Q: 3 clusters Score -2.030059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 162986 members 
Entering Unmasked Estep 
Score: -20300596.000000 Penalty: 5956.097656
	Iteration 68Q: 3 clusters Score -2.03006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -20300604.000000 Penalty: 5956.097656
	Iteration 69Q: 3 clusters Score -2.03006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -20300608.000000 Penalty: 5956.097656
	Iteration 70Q: 3 clusters Score -2.030061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -20300602.000000 Penalty: 5956.097656
	Iteration 71Q: 3 clusters Score -2.03006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -20300602.000000 Penalty: 5956.097656
	Iteration 72Q: 3 clusters Score -2.03006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -20300606.000000 Penalty: 5956.097656
	Iteration 73Q: 3 clusters Score -2.030061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -20300608.000000 Penalty: 5956.097656
	Iteration 74Q: 3 clusters Score -2.030061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -20300610.000000 Penalty: 5956.097656
	Iteration 75Q: 3 clusters Score -2.030061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 162968 members 
Entering Unmasked Estep 
Score: -20300602.000000 Penalty: 5956.097656
	Iteration 76Q: 3 clusters Score -2.03006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 162968 members 
Entering Unmasked Estep 
Score: -20300592.000000 Penalty: 5956.097656
	Iteration 77Q: 3 clusters Score -2.030059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -20300600.000000 Penalty: 5956.097656
	Iteration 78Q: 3 clusters Score -2.03006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -20300600.000000 Penalty: 5956.097656
	Iteration 79Q: 3 clusters Score -2.03006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -20300610.000000 Penalty: 5956.097656
	Iteration 80F: 3 clusters Score -2.030061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 162953 members 
Entering Unmasked Estep 
Score: -20300624.000000 Penalty: 5956.097656
	Iteration 81Q: 3 clusters Score -2.030062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 162945 members 
Entering Unmasked Estep 
Score: -20300634.000000 Penalty: 5956.097656
	Iteration 82Q: 3 clusters Score -2.030063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 162943 members 
Entering Unmasked Estep 
Score: -20300628.000000 Penalty: 5956.097656
	Iteration 83Q: 3 clusters Score -2.030063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -20300630.000000 Penalty: 5956.097656
	Iteration 84Q: 3 clusters Score -2.030063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -20300614.000000 Penalty: 5956.097656
	Iteration 85Q: 3 clusters Score -2.030061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -20300624.000000 Penalty: 5956.097656
	Iteration 86Q: 3 clusters Score -2.030062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -20300630.000000 Penalty: 5956.097656
	Iteration 87Q: 3 clusters Score -2.030063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 162927 members 
Entering Unmasked Estep 
Score: -20300632.000000 Penalty: 5956.097656
	Iteration 88Q: 3 clusters Score -2.030063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 162926 members 
Entering Unmasked Estep 
Score: -20300640.000000 Penalty: 5956.097656
	Iteration 89Q: 3 clusters Score -2.030064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20300622.000000 Penalty: 5956.097656
	Iteration 90Q: 3 clusters Score -2.030062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20300626.000000 Penalty: 5956.097656
	Iteration 91Q: 3 clusters Score -2.030063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20300614.000000 Penalty: 5956.097656
	Iteration 92Q: 3 clusters Score -2.030061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -20300628.000000 Penalty: 5956.097656
	Iteration 93Q: 3 clusters Score -2.030063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20300642.000000 Penalty: 5956.097656
	Iteration 94Q: 3 clusters Score -2.030064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 162923 members 
Entering Unmasked Estep 
Score: -20300638.000000 Penalty: 5956.097656
	Iteration 95Q: 3 clusters Score -2.030064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 162922 members 
Entering Unmasked Estep 
Score: -20300632.000000 Penalty: 5956.097656
	Iteration 96Q: 3 clusters Score -2.030063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 5956.097656
	Iteration 97Q: 3 clusters Score -2.030065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 162927 members 
Entering Unmasked Estep 
Score: -20300652.000000 Penalty: 5956.097656
	Iteration 98Q: 3 clusters Score -2.030065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -20300664.000000 Penalty: 5956.097656
	Iteration 99Q: 3 clusters Score -2.030066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -20300656.000000 Penalty: 5956.097656
	Iteration 100F: 3 clusters Score -2.030066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -20300674.000000 Penalty: 5956.097656
	Iteration 101Q: 3 clusters Score -2.030067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -20300664.000000 Penalty: 5956.097656
	Iteration 102Q: 3 clusters Score -2.030066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 162896 members 
Entering Unmasked Estep 
Score: -20300674.000000 Penalty: 5956.097656
	Iteration 103Q: 3 clusters Score -2.030067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -20300682.000000 Penalty: 5956.097656
	Iteration 104Q: 3 clusters Score -2.030068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 162880 members 
Entering Unmasked Estep 
Score: -20300680.000000 Penalty: 5956.097656
	Iteration 105Q: 3 clusters Score -2.030068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 162871 members 
Entering Unmasked Estep 
Score: -20300682.000000 Penalty: 5956.097656
	Iteration 106Q: 3 clusters Score -2.030068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -20300686.000000 Penalty: 5956.097656
	Iteration 107Q: 3 clusters Score -2.030069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 162862 members 
Entering Unmasked Estep 
Score: -20300692.000000 Penalty: 5956.097656
	Iteration 108Q: 3 clusters Score -2.030069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -20300696.000000 Penalty: 5956.097656
	Iteration 109Q: 3 clusters Score -2.03007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -20300694.000000 Penalty: 5956.097656
	Iteration 110Q: 3 clusters Score -2.030069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 162855 members 
Entering Unmasked Estep 
Score: -20300714.000000 Penalty: 5956.097656
	Iteration 111Q: 3 clusters Score -2.030071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -20300706.000000 Penalty: 5956.097656
	Iteration 112Q: 3 clusters Score -2.030071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -20300716.000000 Penalty: 5956.097656
	Iteration 113Q: 3 clusters Score -2.030072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -20300712.000000 Penalty: 5956.097656
	Iteration 114Q: 3 clusters Score -2.030071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -20300716.000000 Penalty: 5956.097656
	Iteration 115Q: 3 clusters Score -2.030072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -20300724.000000 Penalty: 5956.097656
	Iteration 116Q: 3 clusters Score -2.030072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 162814 members 
Entering Unmasked Estep 
Score: -20300738.000000 Penalty: 5956.097656
	Iteration 117Q: 3 clusters Score -2.030074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 162807 members 
Entering Unmasked Estep 
Score: -20300744.000000 Penalty: 5956.097656
	Iteration 118Q: 3 clusters Score -2.030074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 162803 members 
Entering Unmasked Estep 
Score: -20300738.000000 Penalty: 5956.097656
	Iteration 119Q: 3 clusters Score -2.030074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -20300744.000000 Penalty: 5956.097656
	Iteration 120F: 3 clusters Score -2.030074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 162781 members 
Entering Unmasked Estep 
Score: -20300766.000000 Penalty: 5956.097656
	Iteration 121Q: 3 clusters Score -2.030077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -20300766.000000 Penalty: 5956.097656
	Iteration 122Q: 3 clusters Score -2.030077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 162755 members 
Entering Unmasked Estep 
Score: -20300766.000000 Penalty: 5956.097656
	Iteration 123Q: 3 clusters Score -2.030077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 162748 members 
Entering Unmasked Estep 
Score: -20300776.000000 Penalty: 5956.097656
	Iteration 124Q: 3 clusters Score -2.030078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -20300772.000000 Penalty: 5956.097656
	Iteration 125Q: 3 clusters Score -2.030077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 162737 members 
Entering Unmasked Estep 
Score: -20300794.000000 Penalty: 5956.097656
	Iteration 126Q: 3 clusters Score -2.030079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -20300790.000000 Penalty: 5956.097656
	Iteration 127Q: 3 clusters Score -2.030079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 162732 members 
Entering Unmasked Estep 
Score: -20300800.000000 Penalty: 5956.097656
	Iteration 128Q: 3 clusters Score -2.03008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 162733 members 
Entering Unmasked Estep 
Score: -20300798.000000 Penalty: 5956.097656
	Iteration 129Q: 3 clusters Score -2.03008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 162730 members 
Entering Unmasked Estep 
Score: -20300800.000000 Penalty: 5956.097656
	Iteration 130Q: 3 clusters Score -2.03008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 162728 members 
Entering Unmasked Estep 
Score: -20300790.000000 Penalty: 5956.097656
	Iteration 131Q: 3 clusters Score -2.030079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 162728 members 
Entering Unmasked Estep 
Score: -20300790.000000 Penalty: 5956.097656
	Iteration 132F: 3 clusters Score -2.030079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -327863.625000 Penalty: 1956.306885
	Iteration 0F: 2 clusters Score -327863.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -324819.500000 Penalty: 3912.613770
	Iteration 0F: 3 clusters Score -324819.5 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -325371.031250 Penalty: 3912.613770
	Iteration 1F: 3 clusters Score -325371 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -325530.093750 Penalty: 3912.613770
	Iteration 2F: 3 clusters Score -325530.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -325601.125000 Penalty: 3912.613770
	Iteration 3Q: 3 clusters Score -325601.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -325646.875000 Penalty: 3912.613770
	Iteration 4Q: 3 clusters Score -325646.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -325681.500000 Penalty: 3912.613770
	Iteration 5Q: 3 clusters Score -325681.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -325703.250000 Penalty: 3912.613770
	Iteration 6Q: 3 clusters Score -325703.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -325720.000000 Penalty: 3912.613770
	Iteration 7Q: 3 clusters Score -325720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325740.906250 Penalty: 3912.613770
	Iteration 8Q: 3 clusters Score -325740.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -325758.968750 Penalty: 3912.613770
	Iteration 9Q: 3 clusters Score -325759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -325780.812500 Penalty: 3912.613770
	Iteration 10Q: 3 clusters Score -325780.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -325806.593750 Penalty: 3912.613770
	Iteration 11Q: 3 clusters Score -325806.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -325832.156250 Penalty: 3912.613770
	Iteration 12Q: 3 clusters Score -325832.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -325846.687500 Penalty: 3912.613770
	Iteration 13Q: 3 clusters Score -325846.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -325857.718750 Penalty: 3912.613770
	Iteration 14Q: 3 clusters Score -325857.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -325873.718750 Penalty: 3912.613770
	Iteration 15Q: 3 clusters Score -325873.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -325889.843750 Penalty: 3912.613770
	Iteration 16Q: 3 clusters Score -325889.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -325903.281250 Penalty: 3912.613770
	Iteration 17Q: 3 clusters Score -325903.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -325911.250000 Penalty: 3912.613770
	Iteration 18Q: 3 clusters Score -325911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -325915.593750 Penalty: 3912.613770
	Iteration 19Q: 3 clusters Score -325915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -325921.343750 Penalty: 3912.613770
	Iteration 20F: 3 clusters Score -325921.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -325928.625000 Penalty: 3912.613770
	Iteration 21Q: 3 clusters Score -325928.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -325932.343750 Penalty: 3912.613770
	Iteration 22Q: 3 clusters Score -325932.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -325939.906250 Penalty: 3912.613770
	Iteration 23Q: 3 clusters Score -325939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -325944.656250 Penalty: 3912.613770
	Iteration 24Q: 3 clusters Score -325944.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -325953.468750 Penalty: 3912.613770
	Iteration 25Q: 3 clusters Score -325953.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -325959.468750 Penalty: 3912.613770
	Iteration 26Q: 3 clusters Score -325959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -325964.000000 Penalty: 3912.613770
	Iteration 27Q: 3 clusters Score -325964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -325971.062500 Penalty: 3912.613770
	Iteration 28Q: 3 clusters Score -325971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -325978.812500 Penalty: 3912.613770
	Iteration 29Q: 3 clusters Score -325978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -325984.468750 Penalty: 3912.613770
	Iteration 30Q: 3 clusters Score -325984.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -325988.500000 Penalty: 3912.613770
	Iteration 31Q: 3 clusters Score -325988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -325990.875000 Penalty: 3912.613770
	Iteration 32Q: 3 clusters Score -325990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -325992.843750 Penalty: 3912.613770
	Iteration 33Q: 3 clusters Score -325992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -325996.625000 Penalty: 3912.613770
	Iteration 34Q: 3 clusters Score -325996.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -326001.437500 Penalty: 3912.613770
	Iteration 35Q: 3 clusters Score -326001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -326005.906250 Penalty: 3912.613770
	Iteration 36Q: 3 clusters Score -326005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -326010.000000 Penalty: 3912.613770
	Iteration 37Q: 3 clusters Score -326010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -326013.843750 Penalty: 3912.613770
	Iteration 38Q: 3 clusters Score -326013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -326017.031250 Penalty: 3912.613770
	Iteration 39Q: 3 clusters Score -326017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -326018.937500 Penalty: 3912.613770
	Iteration 40F: 3 clusters Score -326018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326020.812500 Penalty: 3912.613770
	Iteration 41Q: 3 clusters Score -326020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326021.843750 Penalty: 3912.613770
	Iteration 42Q: 3 clusters Score -326021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -326021.843750 Penalty: 3912.613770
	Iteration 43F: 3 clusters Score -326021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 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 347 members 
Entering Unmasked Estep 
Score: -72816.726562 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72816.73 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73036.945312 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73036.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73107.429688 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73107.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73157.945312 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73157.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73180.953125 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73180.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73195.007812 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73195.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -73200.476562 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73200.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73207.156250 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73207.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73208.617188 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73208.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73208.617188 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -73208.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74306.015625 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74306.02 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -74509.882812 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74509.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74626.203125 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74626.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74708.429688 Penalty: 3252.162109
	Iteration 3F: 3 clusters Score -74708.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74741.218750 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74741.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74774.835938 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74774.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74795.421875 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74795.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74814.625000 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74814.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74824.539062 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74824.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -74826.843750 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -74826.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74827.382812 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -74827.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74827.382812 Penalty: 3252.162109
	Iteration 11F: 3 clusters Score -74827.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 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 362 members 
Entering Unmasked Estep 
Score: -75996.757812 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75996.76 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76272.828125 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76272.83 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76369.960938 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76369.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76419.390625 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76419.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76458.617188 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76458.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76498.484375 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76498.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76546.718750 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76546.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76595.796875 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76615.562500 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76615.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76644.132812 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76644.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76683.828125 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -76683.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76718.937500 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -76718.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76737.523438 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -76737.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76761.578125 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -76761.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76764.835938 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -76764.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76775.226562 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -76775.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76788.960938 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -76788.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76813.929688 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -76813.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -76838.898438 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -76838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76868.015625 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -76868.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -76918.781250 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -76918.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -76992.273438 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -76992.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77080.414062 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -77080.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -77133.945312 Penalty: 3250.043945
	Iteration 23Q: 3 clusters Score -77133.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77190.671875 Penalty: 3250.043945
	Iteration 24Q: 3 clusters Score -77190.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77216.890625 Penalty: 3250.043945
	Iteration 25Q: 3 clusters Score -77216.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77251.156250 Penalty: 3250.043945
	Iteration 26Q: 3 clusters Score -77251.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77266.250000 Penalty: 3250.043945
	Iteration 27Q: 3 clusters Score -77266.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77273.492188 Penalty: 3250.043945
	Iteration 28Q: 3 clusters Score -77273.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77276.585938 Penalty: 3250.043945
	Iteration 29Q: 3 clusters Score -77276.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77278.523438 Penalty: 3250.043945
	Iteration 30Q: 3 clusters Score -77278.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77282.484375 Penalty: 3250.043945
	Iteration 31Q: 3 clusters Score -77282.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -77285.023438 Penalty: 3250.043945
	Iteration 32Q: 3 clusters Score -77285.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -77285.023438 Penalty: 3250.043945
	Iteration 33F: 3 clusters Score -77285.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227981 members 
Mstep: Class 4 contains 168025 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20594 members 
Mstep: Class 7 contains 102300 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92647 members 
Mstep: Class 10 contains 105389 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 13 contains 6405 members 
Mstep: Class 14 contains 162050 members 
Mstep: Class 15 contains 187705 members 
Mstep: Class 16 contains 10598 members 
Mstep: Class 17 contains 58602 members 
Mstep: Class 18 contains 166792 members 
Mstep: Class 19 contains 11993 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 164105 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738000.000000 Penalty: 88616.031250
Iteration 199Q: 26 clusters Score -1.94738e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227967 members 
Mstep: Class 4 contains 168041 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20600 members 
Mstep: Class 7 contains 102330 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92660 members 
Mstep: Class 10 contains 105413 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4073 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 162048 members 
Mstep: Class 15 contains 187707 members 
Mstep: Class 16 contains 10528 members 
Mstep: Class 17 contains 58595 members 
Mstep: Class 18 contains 166790 members 
Mstep: Class 19 contains 11994 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 164114 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738016.000000 Penalty: 88616.031250
Iteration 200F: 26 clusters Score -1.94738e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227934 members 
Mstep: Class 4 contains 168043 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20608 members 
Mstep: Class 7 contains 102355 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92674 members 
Mstep: Class 10 contains 105432 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4073 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187721 members 
Mstep: Class 16 contains 10448 members 
Mstep: Class 17 contains 58594 members 
Mstep: Class 18 contains 166798 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 14672 members 
Mstep: Class 21 contains 164132 members 
Mstep: Class 22 contains 2668 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738144.000000 Penalty: 88616.031250
Iteration 201Q: 26 clusters Score -1.947381e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227908 members 
Mstep: Class 4 contains 168039 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 102382 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92688 members 
Mstep: Class 10 contains 105456 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4072 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 162057 members 
Mstep: Class 15 contains 187734 members 
Mstep: Class 16 contains 10385 members 
Mstep: Class 17 contains 58592 members 
Mstep: Class 18 contains 166798 members 
Mstep: Class 19 contains 11995 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 164143 members 
Mstep: Class 22 contains 2669 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738272.000000 Penalty: 88616.031250
Iteration 202Q: 26 clusters Score -1.947383e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91067 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227880 members 
Mstep: Class 4 contains 168037 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20615 members 
Mstep: Class 7 contains 102411 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92709 members 
Mstep: Class 10 contains 105482 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 162056 members 
Mstep: Class 15 contains 187745 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 58592 members 
Mstep: Class 18 contains 166801 members 
Mstep: Class 19 contains 11996 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 164155 members 
Mstep: Class 22 contains 2671 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738336.000000 Penalty: 88616.031250
Iteration 203Q: 26 clusters Score -1.947383e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227871 members 
Mstep: Class 4 contains 168039 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20628 members 
Mstep: Class 7 contains 102430 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 92724 members 
Mstep: Class 10 contains 105506 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 162057 members 
Mstep: Class 15 contains 187744 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 58586 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 164162 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738480.000000 Penalty: 88616.031250
Iteration 204Q: 26 clusters Score -1.947385e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227833 members 
Mstep: Class 4 contains 168054 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20637 members 
Mstep: Class 7 contains 102456 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92740 members 
Mstep: Class 10 contains 105521 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4068 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 162060 members 
Mstep: Class 15 contains 187755 members 
Mstep: Class 16 contains 10145 members 
Mstep: Class 17 contains 58590 members 
Mstep: Class 18 contains 166822 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 164171 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738560.000000 Penalty: 88616.031250
Iteration 205Q: 26 clusters Score -1.947386e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227822 members 
Mstep: Class 4 contains 168071 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20646 members 
Mstep: Class 7 contains 102482 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92746 members 
Mstep: Class 10 contains 105540 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4065 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187762 members 
Mstep: Class 16 contains 10066 members 
Mstep: Class 17 contains 58590 members 
Mstep: Class 18 contains 166828 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 164184 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738400.000000 Penalty: 88616.031250
Iteration 206Q: 26 clusters Score -1.947384e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227824 members 
Mstep: Class 4 contains 168070 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20654 members 
Mstep: Class 7 contains 102501 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92762 members 
Mstep: Class 10 contains 105557 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4061 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 162049 members 
Mstep: Class 15 contains 187762 members 
Mstep: Class 16 contains 9987 members 
Mstep: Class 17 contains 58588 members 
Mstep: Class 18 contains 166829 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 164210 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738224.000000 Penalty: 88616.031250
Iteration 207Q: 26 clusters Score -1.947382e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227824 members 
Mstep: Class 4 contains 168076 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20672 members 
Mstep: Class 7 contains 102517 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92772 members 
Mstep: Class 10 contains 105576 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4057 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 162037 members 
Mstep: Class 15 contains 187754 members 
Mstep: Class 16 contains 9922 members 
Mstep: Class 17 contains 58586 members 
Mstep: Class 18 contains 166834 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14657 members 
Mstep: Class 21 contains 164227 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738144.000000 Penalty: 88616.031250
Iteration 208Q: 26 clusters Score -1.947381e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227829 members 
Mstep: Class 4 contains 168090 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20684 members 
Mstep: Class 7 contains 102541 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 92782 members 
Mstep: Class 10 contains 105592 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4052 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 162036 members 
Mstep: Class 15 contains 187740 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 58585 members 
Mstep: Class 18 contains 166832 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 14656 members 
Mstep: Class 21 contains 164235 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738256.000000 Penalty: 88616.031250
Iteration 209Q: 26 clusters Score -1.947383e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91046 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227839 members 
Mstep: Class 4 contains 168093 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20701 members 
Mstep: Class 7 contains 102562 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92798 members 
Mstep: Class 10 contains 105605 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 162036 members 
Mstep: Class 15 contains 187715 members 
Mstep: Class 16 contains 9802 members 
Mstep: Class 17 contains 58584 members 
Mstep: Class 18 contains 166825 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14661 members 
Mstep: Class 21 contains 164235 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738032.000000 Penalty: 88616.031250
Iteration 210Q: 26 clusters Score -1.94738e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227850 members 
Mstep: Class 4 contains 168087 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20713 members 
Mstep: Class 7 contains 102595 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92813 members 
Mstep: Class 10 contains 105615 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 4045 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162029 members 
Mstep: Class 15 contains 187716 members 
Mstep: Class 16 contains 9742 members 
Mstep: Class 17 contains 58583 members 
Mstep: Class 18 contains 166820 members 
Mstep: Class 19 contains 12026 members 
Mstep: Class 20 contains 14654 members 
Mstep: Class 21 contains 164241 members 
Mstep: Class 22 contains 2674 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737968.000000 Penalty: 88616.031250
Iteration 211Q: 26 clusters Score -1.94738e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227844 members 
Mstep: Class 4 contains 168082 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20729 members 
Mstep: Class 7 contains 102623 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 92826 members 
Mstep: Class 10 contains 105627 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4038 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162029 members 
Mstep: Class 15 contains 187723 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 58577 members 
Mstep: Class 18 contains 166821 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14653 members 
Mstep: Class 21 contains 164250 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738128.000000 Penalty: 88616.031250
Iteration 212Q: 26 clusters Score -1.947381e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 1062 members 
Mstep: Class 3 contains 227829 members 
Mstep: Class 4 contains 168087 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20734 members 
Mstep: Class 7 contains 102645 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 92845 members 
Mstep: Class 10 contains 105639 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162036 members 
Mstep: Class 15 contains 187737 members 
Mstep: Class 16 contains 9624 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 166820 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14651 members 
Mstep: Class 21 contains 164255 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737840.000000 Penalty: 88616.031250
Iteration 213Q: 26 clusters Score -1.947378e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227830 members 
Mstep: Class 4 contains 168091 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20748 members 
Mstep: Class 7 contains 102666 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 92862 members 
Mstep: Class 10 contains 105644 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162036 members 
Mstep: Class 15 contains 187743 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 58576 members 
Mstep: Class 18 contains 166816 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14650 members 
Mstep: Class 21 contains 164260 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738096.000000 Penalty: 88616.031250
Iteration 214Q: 26 clusters Score -1.947381e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227819 members 
Mstep: Class 4 contains 168092 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20761 members 
Mstep: Class 7 contains 102689 members 
Mstep: Class 8 contains 6640 members 
Mstep: Class 9 contains 92874 members 
Mstep: Class 10 contains 105649 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4020 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162035 members 
Mstep: Class 15 contains 187744 members 
Mstep: Class 16 contains 9508 members 
Mstep: Class 17 contains 58576 members 
Mstep: Class 18 contains 166823 members 
Mstep: Class 19 contains 12031 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 164266 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738352.000000 Penalty: 88616.031250
Iteration 215Q: 26 clusters Score -1.947384e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227801 members 
Mstep: Class 4 contains 168094 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20770 members 
Mstep: Class 7 contains 102712 members 
Mstep: Class 8 contains 6640 members 
Mstep: Class 9 contains 92883 members 
Mstep: Class 10 contains 105653 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162045 members 
Mstep: Class 15 contains 187765 members 
Mstep: Class 16 contains 9442 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 166830 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14651 members 
Mstep: Class 21 contains 164276 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738368.000000 Penalty: 88616.031250
Iteration 216Q: 26 clusters Score -1.947384e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227802 members 
Mstep: Class 4 contains 168098 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20785 members 
Mstep: Class 7 contains 102730 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 92889 members 
Mstep: Class 10 contains 105659 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 4002 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162044 members 
Mstep: Class 15 contains 187780 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 58575 members 
Mstep: Class 18 contains 166827 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 164279 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738288.000000 Penalty: 88616.031250
Iteration 217Q: 26 clusters Score -1.947383e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227793 members 
Mstep: Class 4 contains 168106 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20803 members 
Mstep: Class 7 contains 102753 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92891 members 
Mstep: Class 10 contains 105674 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162038 members 
Mstep: Class 15 contains 187799 members 
Mstep: Class 16 contains 9333 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 166814 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 164285 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738592.000000 Penalty: 88616.031250
Iteration 218Q: 26 clusters Score -1.947386e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227795 members 
Mstep: Class 4 contains 168106 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20816 members 
Mstep: Class 7 contains 102774 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 92899 members 
Mstep: Class 10 contains 105678 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162039 members 
Mstep: Class 15 contains 187813 members 
Mstep: Class 16 contains 9279 members 
Mstep: Class 17 contains 58572 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 164285 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738400.000000 Penalty: 88616.031250
Iteration 219Q: 26 clusters Score -1.947384e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227804 members 
Mstep: Class 4 contains 168101 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20833 members 
Mstep: Class 7 contains 102786 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92912 members 
Mstep: Class 10 contains 105683 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162043 members 
Mstep: Class 15 contains 187819 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 58575 members 
Mstep: Class 18 contains 166819 members 
Mstep: Class 19 contains 12029 members 
Mstep: Class 20 contains 14639 members 
Mstep: Class 21 contains 164287 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738368.000000 Penalty: 88616.031250
Iteration 220F: 26 clusters Score -1.947384e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227800 members 
Mstep: Class 4 contains 168093 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20854 members 
Mstep: Class 7 contains 102812 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92921 members 
Mstep: Class 10 contains 105689 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162039 members 
Mstep: Class 15 contains 187826 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 58576 members 
Mstep: Class 18 contains 166824 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14631 members 
Mstep: Class 21 contains 164296 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738336.000000 Penalty: 88616.031250
Iteration 221Q: 26 clusters Score -1.947383e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91016 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227784 members 
Mstep: Class 4 contains 168091 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20868 members 
Mstep: Class 7 contains 102834 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92932 members 
Mstep: Class 10 contains 105697 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 6432 members 
Mstep: Class 14 contains 162045 members 
Mstep: Class 15 contains 187863 members 
Mstep: Class 16 contains 9111 members 
Mstep: Class 17 contains 58573 members 
Mstep: Class 18 contains 166816 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 164299 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738304.000000 Penalty: 88616.031250
Iteration 222Q: 26 clusters Score -1.947383e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227804 members 
Mstep: Class 4 contains 168084 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20896 members 
Mstep: Class 7 contains 102851 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92941 members 
Mstep: Class 10 contains 105700 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3974 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 162046 members 
Mstep: Class 15 contains 187881 members 
Mstep: Class 16 contains 9046 members 
Mstep: Class 17 contains 58566 members 
Mstep: Class 18 contains 166823 members 
Mstep: Class 19 contains 12031 members 
Mstep: Class 20 contains 14617 members 
Mstep: Class 21 contains 164301 members 
Mstep: Class 22 contains 2677 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738512.000000 Penalty: 88616.031250
Iteration 223Q: 26 clusters Score -1.947385e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227799 members 
Mstep: Class 4 contains 168085 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20918 members 
Mstep: Class 7 contains 102863 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92955 members 
Mstep: Class 10 contains 105702 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 6433 members 
Mstep: Class 14 contains 162057 members 
Mstep: Class 15 contains 187894 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 58563 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 164312 members 
Mstep: Class 22 contains 2679 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738672.000000 Penalty: 88616.031250
Iteration 224Q: 26 clusters Score -1.947387e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 227814 members 
Mstep: Class 4 contains 168086 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20942 members 
Mstep: Class 7 contains 102867 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 92976 members 
Mstep: Class 10 contains 105705 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3950 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 162065 members 
Mstep: Class 15 contains 187878 members 
Mstep: Class 16 contains 8951 members 
Mstep: Class 17 contains 58570 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 164310 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738704.000000 Penalty: 88616.031250
Iteration 225Q: 26 clusters Score -1.947387e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 1064 members 
Mstep: Class 3 contains 227820 members 
Mstep: Class 4 contains 168090 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20962 members 
Mstep: Class 7 contains 102882 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93002 members 
Mstep: Class 10 contains 105713 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 6435 members 
Mstep: Class 14 contains 162072 members 
Mstep: Class 15 contains 187875 members 
Mstep: Class 16 contains 8888 members 
Mstep: Class 17 contains 58572 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 14607 members 
Mstep: Class 21 contains 164308 members 
Mstep: Class 22 contains 2684 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738480.000000 Penalty: 88616.031250
Iteration 226Q: 26 clusters Score -1.947385e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227823 members 
Mstep: Class 4 contains 168096 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 20983 members 
Mstep: Class 7 contains 102899 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 93025 members 
Mstep: Class 10 contains 105706 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 6436 members 
Mstep: Class 14 contains 162085 members 
Mstep: Class 15 contains 187864 members 
Mstep: Class 16 contains 8836 members 
Mstep: Class 17 contains 58576 members 
Mstep: Class 18 contains 166810 members 
Mstep: Class 19 contains 12033 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 164308 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738544.000000 Penalty: 88616.031250
Iteration 227Q: 26 clusters Score -1.947385e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227811 members 
Mstep: Class 4 contains 168087 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21000 members 
Mstep: Class 7 contains 102908 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 93051 members 
Mstep: Class 10 contains 105706 members 
Mstep: Class 11 contains 3580 members 
Mstep: Class 12 contains 3922 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 162097 members 
Mstep: Class 15 contains 187873 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 58585 members 
Mstep: Class 18 contains 166804 members 
Mstep: Class 19 contains 12035 members 
Mstep: Class 20 contains 14604 members 
Mstep: Class 21 contains 164319 members 
Mstep: Class 22 contains 2686 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738736.000000 Penalty: 88616.031250
Iteration 228Q: 26 clusters Score -1.947387e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227805 members 
Mstep: Class 4 contains 168071 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21019 members 
Mstep: Class 7 contains 102914 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 93066 members 
Mstep: Class 10 contains 105703 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 3915 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 162109 members 
Mstep: Class 15 contains 187897 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 58584 members 
Mstep: Class 18 contains 166803 members 
Mstep: Class 19 contains 12037 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 164335 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738800.000000 Penalty: 88616.031250
Iteration 229Q: 26 clusters Score -1.947388e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227808 members 
Mstep: Class 4 contains 168064 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21031 members 
Mstep: Class 7 contains 102917 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 93082 members 
Mstep: Class 10 contains 105718 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 6444 members 
Mstep: Class 14 contains 162124 members 
Mstep: Class 15 contains 187902 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 58580 members 
Mstep: Class 18 contains 166801 members 
Mstep: Class 19 contains 12038 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 164341 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738848.000000 Penalty: 88616.031250
Iteration 230Q: 26 clusters Score -1.947388e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227806 members 
Mstep: Class 4 contains 168060 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21033 members 
Mstep: Class 7 contains 102924 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93090 members 
Mstep: Class 10 contains 105727 members 
Mstep: Class 11 contains 3583 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 162128 members 
Mstep: Class 15 contains 187925 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 58582 members 
Mstep: Class 18 contains 166806 members 
Mstep: Class 19 contains 12036 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 164352 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738928.000000 Penalty: 88616.031250
Iteration 231Q: 26 clusters Score -1.947389e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227797 members 
Mstep: Class 4 contains 168048 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21052 members 
Mstep: Class 7 contains 102925 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93105 members 
Mstep: Class 10 contains 105749 members 
Mstep: Class 11 contains 3584 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 162144 members 
Mstep: Class 15 contains 187927 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 58582 members 
Mstep: Class 18 contains 166798 members 
Mstep: Class 19 contains 12037 members 
Mstep: Class 20 contains 14597 members 
Mstep: Class 21 contains 164365 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738928.000000 Penalty: 88616.031250
Iteration 232Q: 26 clusters Score -1.947389e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227807 members 
Mstep: Class 4 contains 168049 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21052 members 
Mstep: Class 7 contains 102926 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93111 members 
Mstep: Class 10 contains 105767 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3890 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 162148 members 
Mstep: Class 15 contains 187927 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 58580 members 
Mstep: Class 18 contains 166809 members 
Mstep: Class 19 contains 12035 members 
Mstep: Class 20 contains 14594 members 
Mstep: Class 21 contains 164383 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738864.000000 Penalty: 88616.031250
Iteration 233Q: 26 clusters Score -1.947389e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227811 members 
Mstep: Class 4 contains 168034 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21063 members 
Mstep: Class 7 contains 102929 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93132 members 
Mstep: Class 10 contains 105782 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3889 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 162168 members 
Mstep: Class 15 contains 187914 members 
Mstep: Class 16 contains 8457 members 
Mstep: Class 17 contains 58579 members 
Mstep: Class 18 contains 166814 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164388 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738944.000000 Penalty: 88616.031250
Iteration 234Q: 26 clusters Score -1.947389e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227795 members 
Mstep: Class 4 contains 168026 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21072 members 
Mstep: Class 7 contains 102938 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93146 members 
Mstep: Class 10 contains 105793 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3889 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 162176 members 
Mstep: Class 15 contains 187917 members 
Mstep: Class 16 contains 8413 members 
Mstep: Class 17 contains 58578 members 
Mstep: Class 18 contains 166819 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 14583 members 
Mstep: Class 21 contains 164399 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738944.000000 Penalty: 88616.031250
Iteration 235Q: 26 clusters Score -1.947389e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227785 members 
Mstep: Class 4 contains 168023 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21087 members 
Mstep: Class 7 contains 102951 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93170 members 
Mstep: Class 10 contains 105798 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 162181 members 
Mstep: Class 15 contains 187902 members 
Mstep: Class 16 contains 8381 members 
Mstep: Class 17 contains 58582 members 
Mstep: Class 18 contains 166809 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14577 members 
Mstep: Class 21 contains 164411 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739088.000000 Penalty: 88616.031250
Iteration 236Q: 26 clusters Score -1.947391e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90924 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227796 members 
Mstep: Class 4 contains 168022 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21092 members 
Mstep: Class 7 contains 102965 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93191 members 
Mstep: Class 10 contains 105811 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 162192 members 
Mstep: Class 15 contains 187884 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 58581 members 
Mstep: Class 18 contains 166804 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164423 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738864.000000 Penalty: 88616.031250
Iteration 237Q: 26 clusters Score -1.947389e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227799 members 
Mstep: Class 4 contains 168017 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21096 members 
Mstep: Class 7 contains 102971 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93213 members 
Mstep: Class 10 contains 105825 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3867 members 
Mstep: Class 13 contains 6490 members 
Mstep: Class 14 contains 162204 members 
Mstep: Class 15 contains 187858 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 58581 members 
Mstep: Class 18 contains 166794 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14568 members 
Mstep: Class 21 contains 164446 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738816.000000 Penalty: 88616.031250
Iteration 238Q: 26 clusters Score -1.947388e+08 nChanged 341
Entering ConstructFrom: 
Score: -194738816.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90913 members 
Entering Unmasked Estep 
Score: -11289351.000000 Penalty: 2831.579102
	Iteration 0F: 2 clusters Score -1.128935e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -11228410.000000 Penalty: 5663.158203
	Iteration 0F: 3 clusters Score -1.122841e+07 nChanged 42901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -11252272.000000 Penalty: 5663.158203
	Iteration 1F: 3 clusters Score -1.125227e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -11252910.000000 Penalty: 5663.158203
	Iteration 2Q: 3 clusters Score -1.125291e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -11253612.000000 Penalty: 5663.158203
	Iteration 3Q: 3 clusters Score -1.125361e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -11254637.000000 Penalty: 5663.158203
	Iteration 4Q: 3 clusters Score -1.125464e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -11256315.000000 Penalty: 5663.158203
	Iteration 5Q: 3 clusters Score -1.125632e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -11259028.000000 Penalty: 5663.158203
	Iteration 6F: 3 clusters Score -1.125903e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -11263521.000000 Penalty: 5663.158203
	Iteration 7F: 3 clusters Score -1.126352e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -11270131.000000 Penalty: 5663.158203
	Iteration 8F: 3 clusters Score -1.127013e+07 nChanged 7507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80514 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -11277326.000000 Penalty: 5663.158203
	Iteration 9F: 3 clusters Score -1.127733e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -11282707.000000 Penalty: 5663.158203
	Iteration 10F: 3 clusters Score -1.128271e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -11285238.000000 Penalty: 5663.158203
	Iteration 11Q: 3 clusters Score -1.128524e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89897 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11286195.000000 Penalty: 5663.158203
	Iteration 12Q: 3 clusters Score -1.12862e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11286555.000000 Penalty: 5663.158203
	Iteration 13Q: 3 clusters Score -1.128656e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11286740.000000 Penalty: 5663.158203
	Iteration 14Q: 3 clusters Score -1.128674e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11286839.000000 Penalty: 5663.158203
	Iteration 15Q: 3 clusters Score -1.128684e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11286893.000000 Penalty: 5663.158203
	Iteration 16Q: 3 clusters Score -1.128689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11286913.000000 Penalty: 5663.158203
	Iteration 17Q: 3 clusters Score -1.128691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11286938.000000 Penalty: 5663.158203
	Iteration 18Q: 3 clusters Score -1.128694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11286958.000000 Penalty: 5663.158203
	Iteration 19Q: 3 clusters Score -1.128696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11286960.000000 Penalty: 5663.158203
	Iteration 20F: 3 clusters Score -1.128696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11286970.000000 Penalty: 5663.158203
	Iteration 21Q: 3 clusters Score -1.128697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11286975.000000 Penalty: 5663.158203
	Iteration 22Q: 3 clusters Score -1.128698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11286987.000000 Penalty: 5663.158203
	Iteration 23Q: 3 clusters Score -1.128699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11286989.000000 Penalty: 5663.158203
	Iteration 24Q: 3 clusters Score -1.128699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11286991.000000 Penalty: 5663.158203
	Iteration 25Q: 3 clusters Score -1.128699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -11286997.000000 Penalty: 5663.158203
	Iteration 26Q: 3 clusters Score -1.1287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11286998.000000 Penalty: 5663.158203
	Iteration 27Q: 3 clusters Score -1.1287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11286998.000000 Penalty: 5663.158203
	Iteration 28F: 3 clusters Score -1.1287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -110275.593750 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -110275.6 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 533 members 
Entering Unmasked Estep 
Score: -108362.640625 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -108362.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108764.085938 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -108764.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -108935.320312 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -108935.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109110.601562 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -109110.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -109240.898438 Penalty: 3457.482178
	Iteration 4Q: 3 clusters Score -109240.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109354.875000 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -109354.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -109472.742188 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -109472.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -109601.359375 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -109601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109769.539062 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -109769.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -109843.890625 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -109843.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109907.007812 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -109907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109975.250000 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -109975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -109999.992188 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -110000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -110012.929688 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -110012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110013.734375 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -110013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -110015.968750 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -110016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110017.257812 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -110017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110017.671875 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -110017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110018.601562 Penalty: 3457.482178
	Iteration 18Q: 3 clusters Score -110018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110020.070312 Penalty: 3457.482178
	Iteration 19Q: 3 clusters Score -110020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -110021.054688 Penalty: 3457.482178
	Iteration 20F: 3 clusters Score -110021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110022.976562 Penalty: 3457.482178
	Iteration 21Q: 3 clusters Score -110023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -110022.976562 Penalty: 3457.482178
	Iteration 22F: 3 clusters Score -110023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (227809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227809 members 
Entering Unmasked Estep 
Score: -28063692.000000 Penalty: 3059.393066
	Iteration 0F: 2 clusters Score -2.806369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -27921304.000000 Penalty: 6118.786133
	Iteration 0F: 3 clusters Score -2.79213e+07 nChanged 109714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 113010 members 
Entering Unmasked Estep 
Score: -27985612.000000 Penalty: 6118.786133
	Iteration 1F: 3 clusters Score -2.798561e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115528 members 
Mstep: Class 2 contains 112281 members 
Entering Unmasked Estep 
Score: -27986562.000000 Penalty: 6118.786133
	Iteration 2Q: 3 clusters Score -2.798656e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116368 members 
Mstep: Class 2 contains 111441 members 
Entering Unmasked Estep 
Score: -27987650.000000 Penalty: 6118.786133
	Iteration 3Q: 3 clusters Score -2.798765e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117602 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -27989280.000000 Penalty: 6118.786133
	Iteration 4Q: 3 clusters Score -2.798928e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -27990744.000000 Penalty: 6118.786133
	Iteration 5Q: 3 clusters Score -2.799074e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -27992648.000000 Penalty: 6118.786133
	Iteration 6Q: 3 clusters Score -2.799265e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -27995014.000000 Penalty: 6118.786133
	Iteration 7Q: 3 clusters Score -2.799501e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 97519 members 
Entering Unmasked Estep 
Score: -27997558.000000 Penalty: 6118.786133
	Iteration 8Q: 3 clusters Score -2.799756e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136979 members 
Mstep: Class 2 contains 90830 members 
Entering Unmasked Estep 
Score: -28001386.000000 Penalty: 6118.786133
	Iteration 9Q: 3 clusters Score -2.800139e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -28006598.000000 Penalty: 6118.786133
	Iteration 10Q: 3 clusters Score -2.80066e+07 nChanged 12399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157000 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -28013868.000000 Penalty: 6118.786133
	Iteration 11F: 3 clusters Score -2.801387e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170201 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -28023588.000000 Penalty: 6118.786133
	Iteration 12F: 3 clusters Score -2.802359e+07 nChanged 14460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -28033452.000000 Penalty: 6118.786133
	Iteration 13F: 3 clusters Score -2.803345e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197226 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -28042188.000000 Penalty: 6118.786133
	Iteration 14F: 3 clusters Score -2.804219e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207238 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -28048666.000000 Penalty: 6118.786133
	Iteration 15Q: 3 clusters Score -2.804867e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214107 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -28052580.000000 Penalty: 6118.786133
	Iteration 16Q: 3 clusters Score -2.805258e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218882 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -28055162.000000 Penalty: 6118.786133
	Iteration 17Q: 3 clusters Score -2.805516e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222134 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -28057128.000000 Penalty: 6118.786133
	Iteration 18Q: 3 clusters Score -2.805713e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224302 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -28058528.000000 Penalty: 6118.786133
	Iteration 19Q: 3 clusters Score -2.805853e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225649 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -28059424.000000 Penalty: 6118.786133
	Iteration 20F: 3 clusters Score -2.805942e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226449 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -28060112.000000 Penalty: 6118.786133
	Iteration 21Q: 3 clusters Score -2.806011e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226880 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -28060408.000000 Penalty: 6118.786133
	Iteration 22Q: 3 clusters Score -2.806041e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227123 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -28060576.000000 Penalty: 6118.786133
	Iteration 23Q: 3 clusters Score -2.806058e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227264 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -28060686.000000 Penalty: 6118.786133
	Iteration 24Q: 3 clusters Score -2.806069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227326 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -28060736.000000 Penalty: 6118.786133
	Iteration 25Q: 3 clusters Score -2.806074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227360 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -28060810.000000 Penalty: 6118.786133
	Iteration 26Q: 3 clusters Score -2.806081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227392 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -28060886.000000 Penalty: 6118.786133
	Iteration 27Q: 3 clusters Score -2.806089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227411 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -28060888.000000 Penalty: 6118.786133
	Iteration 28Q: 3 clusters Score -2.806089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227429 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -28060914.000000 Penalty: 6118.786133
	Iteration 29Q: 3 clusters Score -2.806091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227441 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28060924.000000 Penalty: 6118.786133
	Iteration 30Q: 3 clusters Score -2.806092e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -28060938.000000 Penalty: 6118.786133
	Iteration 31Q: 3 clusters Score -2.806094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28060952.000000 Penalty: 6118.786133
	Iteration 32Q: 3 clusters Score -2.806095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28060944.000000 Penalty: 6118.786133
	Iteration 33Q: 3 clusters Score -2.806094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28060948.000000 Penalty: 6118.786133
	Iteration 34Q: 3 clusters Score -2.806095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227448 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -28060944.000000 Penalty: 6118.786133
	Iteration 35Q: 3 clusters Score -2.806094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227449 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28060944.000000 Penalty: 6118.786133
	Iteration 36Q: 3 clusters Score -2.806094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -28060948.000000 Penalty: 6118.786133
	Iteration 37Q: 3 clusters Score -2.806095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227451 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -28060956.000000 Penalty: 6118.786133
	Iteration 38Q: 3 clusters Score -2.806096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227453 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -28060940.000000 Penalty: 6118.786133
	Iteration 39Q: 3 clusters Score -2.806094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227455 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28060958.000000 Penalty: 6118.786133
	Iteration 40F: 3 clusters Score -2.806096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227456 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28060942.000000 Penalty: 6118.786133
	Iteration 41Q: 3 clusters Score -2.806094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227455 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -28060956.000000 Penalty: 6118.786133
	Iteration 42Q: 3 clusters Score -2.806096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227457 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28060950.000000 Penalty: 6118.786133
	Iteration 43Q: 3 clusters Score -2.806095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227457 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28060952.000000 Penalty: 6118.786133
	Iteration 44Q: 3 clusters Score -2.806095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227458 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28060954.000000 Penalty: 6118.786133
	Iteration 45Q: 3 clusters Score -2.806095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227459 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28060956.000000 Penalty: 6118.786133
	Iteration 46Q: 3 clusters Score -2.806096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227459 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28060956.000000 Penalty: 6118.786133
	Iteration 47F: 3 clusters Score -2.806096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (168021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Entering Unmasked Estep 
Score: -20751904.000000 Penalty: 2983.897461
	Iteration 0F: 2 clusters Score -2.07519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -20641592.000000 Penalty: 5967.794922
	Iteration 0F: 3 clusters Score -2.064159e+07 nChanged 80748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -20688668.000000 Penalty: 5967.794922
	Iteration 1F: 3 clusters Score -2.068867e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -20689862.000000 Penalty: 5967.794922
	Iteration 2Q: 3 clusters Score -2.068986e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -20691660.000000 Penalty: 5967.794922
	Iteration 3Q: 3 clusters Score -2.069166e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -20694276.000000 Penalty: 5967.794922
	Iteration 4Q: 3 clusters Score -2.069428e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 98669 members 
Entering Unmasked Estep 
Score: -20698266.000000 Penalty: 5967.794922
	Iteration 5Q: 3 clusters Score -2.069827e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -20703986.000000 Penalty: 5967.794922
	Iteration 6F: 3 clusters Score -2.070399e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 111806 members 
Entering Unmasked Estep 
Score: -20710814.000000 Penalty: 5967.794922
	Iteration 7F: 3 clusters Score -2.071081e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -20718090.000000 Penalty: 5967.794922
	Iteration 8F: 3 clusters Score -2.071809e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -20725194.000000 Penalty: 5967.794922
	Iteration 9F: 3 clusters Score -2.072519e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 137593 members 
Entering Unmasked Estep 
Score: -20731610.000000 Penalty: 5967.794922
	Iteration 10F: 3 clusters Score -2.073161e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 145456 members 
Entering Unmasked Estep 
Score: -20736848.000000 Penalty: 5967.794922
	Iteration 11Q: 3 clusters Score -2.073685e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -20741202.000000 Penalty: 5967.794922
	Iteration 12Q: 3 clusters Score -2.07412e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -20744136.000000 Penalty: 5967.794922
	Iteration 13Q: 3 clusters Score -2.074414e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 160727 members 
Entering Unmasked Estep 
Score: -20746128.000000 Penalty: 5967.794922
	Iteration 14Q: 3 clusters Score -2.074613e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -20747368.000000 Penalty: 5967.794922
	Iteration 15Q: 3 clusters Score -2.074737e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 164467 members 
Entering Unmasked Estep 
Score: -20748028.000000 Penalty: 5967.794922
	Iteration 16Q: 3 clusters Score -2.074803e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -20748540.000000 Penalty: 5967.794922
	Iteration 17Q: 3 clusters Score -2.074854e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 165986 members 
Entering Unmasked Estep 
Score: -20748826.000000 Penalty: 5967.794922
	Iteration 18Q: 3 clusters Score -2.074883e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -20748956.000000 Penalty: 5967.794922
	Iteration 19Q: 3 clusters Score -2.074896e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 166556 members 
Entering Unmasked Estep 
Score: -20749054.000000 Penalty: 5967.794922
	Iteration 20F: 3 clusters Score -2.074905e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 166684 members 
Entering Unmasked Estep 
Score: -20749138.000000 Penalty: 5967.794922
	Iteration 21Q: 3 clusters Score -2.074914e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 166811 members 
Entering Unmasked Estep 
Score: -20749212.000000 Penalty: 5967.794922
	Iteration 22Q: 3 clusters Score -2.074921e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 166899 members 
Entering Unmasked Estep 
Score: -20749286.000000 Penalty: 5967.794922
	Iteration 23Q: 3 clusters Score -2.074929e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 166952 members 
Entering Unmasked Estep 
Score: -20749354.000000 Penalty: 5967.794922
	Iteration 24Q: 3 clusters Score -2.074935e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -20749364.000000 Penalty: 5967.794922
	Iteration 25Q: 3 clusters Score -2.074936e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 167044 members 
Entering Unmasked Estep 
Score: -20749412.000000 Penalty: 5967.794922
	Iteration 26Q: 3 clusters Score -2.074941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 167080 members 
Entering Unmasked Estep 
Score: -20749428.000000 Penalty: 5967.794922
	Iteration 27Q: 3 clusters Score -2.074943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 167106 members 
Entering Unmasked Estep 
Score: -20749472.000000 Penalty: 5967.794922
	Iteration 28Q: 3 clusters Score -2.074947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 167125 members 
Entering Unmasked Estep 
Score: -20749472.000000 Penalty: 5967.794922
	Iteration 29Q: 3 clusters Score -2.074947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 167135 members 
Entering Unmasked Estep 
Score: -20749474.000000 Penalty: 5967.794922
	Iteration 30Q: 3 clusters Score -2.074947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 167146 members 
Entering Unmasked Estep 
Score: -20749486.000000 Penalty: 5967.794922
	Iteration 31Q: 3 clusters Score -2.074949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -20749482.000000 Penalty: 5967.794922
	Iteration 32Q: 3 clusters Score -2.074948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 167164 members 
Entering Unmasked Estep 
Score: -20749500.000000 Penalty: 5967.794922
	Iteration 33Q: 3 clusters Score -2.07495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 167173 members 
Entering Unmasked Estep 
Score: -20749516.000000 Penalty: 5967.794922
	Iteration 34Q: 3 clusters Score -2.074952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -20749524.000000 Penalty: 5967.794922
	Iteration 35Q: 3 clusters Score -2.074952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -20749532.000000 Penalty: 5967.794922
	Iteration 36Q: 3 clusters Score -2.074953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 167208 members 
Entering Unmasked Estep 
Score: -20749550.000000 Penalty: 5967.794922
	Iteration 37Q: 3 clusters Score -2.074955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -20749554.000000 Penalty: 5967.794922
	Iteration 38Q: 3 clusters Score -2.074955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -20749580.000000 Penalty: 5967.794922
	Iteration 39Q: 3 clusters Score -2.074958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -20749558.000000 Penalty: 5967.794922
	Iteration 40F: 3 clusters Score -2.074956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 167238 members 
Entering Unmasked Estep 
Score: -20749558.000000 Penalty: 5967.794922
	Iteration 41Q: 3 clusters Score -2.074956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 167243 members 
Entering Unmasked Estep 
Score: -20749558.000000 Penalty: 5967.794922
	Iteration 42Q: 3 clusters Score -2.074956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 167247 members 
Entering Unmasked Estep 
Score: -20749558.000000 Penalty: 5967.794922
	Iteration 43Q: 3 clusters Score -2.074956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 167255 members 
Entering Unmasked Estep 
Score: -20749582.000000 Penalty: 5967.794922
	Iteration 44Q: 3 clusters Score -2.074958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 167262 members 
Entering Unmasked Estep 
Score: -20749582.000000 Penalty: 5967.794922
	Iteration 45Q: 3 clusters Score -2.074958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -20749578.000000 Penalty: 5967.794922
	Iteration 46Q: 3 clusters Score -2.074958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 167271 members 
Entering Unmasked Estep 
Score: -20749580.000000 Penalty: 5967.794922
	Iteration 47Q: 3 clusters Score -2.074958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 167272 members 
Entering Unmasked Estep 
Score: -20749582.000000 Penalty: 5967.794922
	Iteration 48Q: 3 clusters Score -2.074958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 167271 members 
Entering Unmasked Estep 
Score: -20749594.000000 Penalty: 5967.794922
	Iteration 49Q: 3 clusters Score -2.074959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 167270 members 
Entering Unmasked Estep 
Score: -20749592.000000 Penalty: 5967.794922
	Iteration 50Q: 3 clusters Score -2.074959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 167270 members 
Entering Unmasked Estep 
Score: -20749592.000000 Penalty: 5967.794922
	Iteration 51F: 3 clusters Score -2.074959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -90092.437500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -90092.44 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 400 members 
Entering Unmasked Estep 
Score: -88311.546875 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -88311.55 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88595.351562 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -88595.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88691.382812 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -88691.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88784.812500 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -88784.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88884.273438 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -88884.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88976.085938 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -88976.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89067.343750 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -89067.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89145.281250 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -89145.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89196.406250 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -89196.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89221.421875 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -89221.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -89238.351562 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -89238.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89251.210938 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -89251.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -89264.765625 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -89264.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89281.445312 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -89281.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89290.156250 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -89290.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89296.851562 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -89296.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89296.851562 Penalty: 3325.389648
	Iteration 16F: 3 clusters Score -89296.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Entering Unmasked Estep 
Score: -2576764.250000 Penalty: 2469.413574
	Iteration 0F: 2 clusters Score -2576764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2561868.250000 Penalty: 4938.827148
	Iteration 0F: 3 clusters Score -2561868 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2566901.250000 Penalty: 4938.827148
	Iteration 1F: 3 clusters Score -2566901 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2567258.750000 Penalty: 4938.827148
	Iteration 2F: 3 clusters Score -2567259 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2567590.250000 Penalty: 4938.827148
	Iteration 3Q: 3 clusters Score -2567590 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2567845.750000 Penalty: 4938.827148
	Iteration 4Q: 3 clusters Score -2567846 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2568088.250000 Penalty: 4938.827148
	Iteration 5Q: 3 clusters Score -2568088 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2568309.250000 Penalty: 4938.827148
	Iteration 6Q: 3 clusters Score -2568309 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2568575.750000 Penalty: 4938.827148
	Iteration 7Q: 3 clusters Score -2568576 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2568898.500000 Penalty: 4938.827148
	Iteration 8Q: 3 clusters Score -2568898 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2569326.000000 Penalty: 4938.827148
	Iteration 9Q: 3 clusters Score -2569326 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2569874.500000 Penalty: 4938.827148
	Iteration 10Q: 3 clusters Score -2569874 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2570520.250000 Penalty: 4938.827148
	Iteration 11Q: 3 clusters Score -2570520 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2571171.000000 Penalty: 4938.827148
	Iteration 12Q: 3 clusters Score -2571171 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2571784.750000 Penalty: 4938.827148
	Iteration 13Q: 3 clusters Score -2571785 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2572342.000000 Penalty: 4938.827148
	Iteration 14Q: 3 clusters Score -2572342 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2572766.000000 Penalty: 4938.827148
	Iteration 15Q: 3 clusters Score -2572766 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2573090.750000 Penalty: 4938.827148
	Iteration 16Q: 3 clusters Score -2573091 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2573305.750000 Penalty: 4938.827148
	Iteration 17Q: 3 clusters Score -2573306 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2573451.500000 Penalty: 4938.827148
	Iteration 18Q: 3 clusters Score -2573452 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2573569.750000 Penalty: 4938.827148
	Iteration 19Q: 3 clusters Score -2573570 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2573669.000000 Penalty: 4938.827148
	Iteration 20F: 3 clusters Score -2573669 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2573773.750000 Penalty: 4938.827148
	Iteration 21Q: 3 clusters Score -2573774 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2573879.500000 Penalty: 4938.827148
	Iteration 22Q: 3 clusters Score -2573880 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2573956.250000 Penalty: 4938.827148
	Iteration 23Q: 3 clusters Score -2573956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2574022.500000 Penalty: 4938.827148
	Iteration 24Q: 3 clusters Score -2574022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2574095.750000 Penalty: 4938.827148
	Iteration 25Q: 3 clusters Score -2574096 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2574177.000000 Penalty: 4938.827148
	Iteration 26Q: 3 clusters Score -2574177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2574238.000000 Penalty: 4938.827148
	Iteration 27Q: 3 clusters Score -2574238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2574295.500000 Penalty: 4938.827148
	Iteration 28Q: 3 clusters Score -2574296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2574359.750000 Penalty: 4938.827148
	Iteration 29Q: 3 clusters Score -2574360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2574405.250000 Penalty: 4938.827148
	Iteration 30Q: 3 clusters Score -2574405 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2574424.250000 Penalty: 4938.827148
	Iteration 31Q: 3 clusters Score -2574424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2574453.750000 Penalty: 4938.827148
	Iteration 32Q: 3 clusters Score -2574454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2574472.750000 Penalty: 4938.827148
	Iteration 33Q: 3 clusters Score -2574473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2574488.000000 Penalty: 4938.827148
	Iteration 34Q: 3 clusters Score -2574488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2574502.250000 Penalty: 4938.827148
	Iteration 35Q: 3 clusters Score -2574502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2574510.500000 Penalty: 4938.827148
	Iteration 36Q: 3 clusters Score -2574510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2574518.250000 Penalty: 4938.827148
	Iteration 37Q: 3 clusters Score -2574518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2574523.000000 Penalty: 4938.827148
	Iteration 38Q: 3 clusters Score -2574523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2574529.000000 Penalty: 4938.827148
	Iteration 39Q: 3 clusters Score -2574529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2574528.500000 Penalty: 4938.827148
	Iteration 40F: 3 clusters Score -2574528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2574532.500000 Penalty: 4938.827148
	Iteration 41Q: 3 clusters Score -2574532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2574535.250000 Penalty: 4938.827148
	Iteration 42Q: 3 clusters Score -2574535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2574536.000000 Penalty: 4938.827148
	Iteration 43Q: 3 clusters Score -2574536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2574540.000000 Penalty: 4938.827148
	Iteration 44Q: 3 clusters Score -2574540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2574540.250000 Penalty: 4938.827148
	Iteration 45Q: 3 clusters Score -2574540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2574540.500000 Penalty: 4938.827148
	Iteration 46Q: 3 clusters Score -2574540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2574542.000000 Penalty: 4938.827148
	Iteration 47Q: 3 clusters Score -2574542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2574542.000000 Penalty: 4938.827148
	Iteration 48F: 3 clusters Score -2574542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Entering Unmasked Estep 
Score: -12805702.000000 Penalty: 2862.497559
	Iteration 0F: 2 clusters Score -1.28057e+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 51566 members 
Entering Unmasked Estep 
Score: -12736954.000000 Penalty: 5724.995117
	Iteration 0F: 3 clusters Score -1.273695e+07 nChanged 48644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -12764440.000000 Penalty: 5724.995117
	Iteration 1F: 3 clusters Score -1.276444e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -12765045.000000 Penalty: 5724.995117
	Iteration 2Q: 3 clusters Score -1.276504e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -12765878.000000 Penalty: 5724.995117
	Iteration 3Q: 3 clusters Score -1.276588e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -12766679.000000 Penalty: 5724.995117
	Iteration 4Q: 3 clusters Score -1.276668e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -12767500.000000 Penalty: 5724.995117
	Iteration 5Q: 3 clusters Score -1.27675e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -12768696.000000 Penalty: 5724.995117
	Iteration 6Q: 3 clusters Score -1.27687e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -12770190.000000 Penalty: 5724.995117
	Iteration 7Q: 3 clusters Score -1.277019e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -12771987.000000 Penalty: 5724.995117
	Iteration 8Q: 3 clusters Score -1.277199e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -12774388.000000 Penalty: 5724.995117
	Iteration 9Q: 3 clusters Score -1.277439e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -12777533.000000 Penalty: 5724.995117
	Iteration 10Q: 3 clusters Score -1.277753e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -12781267.000000 Penalty: 5724.995117
	Iteration 11F: 3 clusters Score -1.278127e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -12784785.000000 Penalty: 5724.995117
	Iteration 12F: 3 clusters Score -1.278478e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -12787513.000000 Penalty: 5724.995117
	Iteration 13F: 3 clusters Score -1.278751e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -12789299.000000 Penalty: 5724.995117
	Iteration 14Q: 3 clusters Score -1.27893e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -12790153.000000 Penalty: 5724.995117
	Iteration 15Q: 3 clusters Score -1.279015e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 63250 members 
Entering Unmasked Estep 
Score: -12790635.000000 Penalty: 5724.995117
	Iteration 16Q: 3 clusters Score -1.279064e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -12790874.000000 Penalty: 5724.995117
	Iteration 17Q: 3 clusters Score -1.279087e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -12791020.000000 Penalty: 5724.995117
	Iteration 18Q: 3 clusters Score -1.279102e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -12791173.000000 Penalty: 5724.995117
	Iteration 19Q: 3 clusters Score -1.279117e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -12791326.000000 Penalty: 5724.995117
	Iteration 20F: 3 clusters Score -1.279133e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -12791503.000000 Penalty: 5724.995117
	Iteration 21Q: 3 clusters Score -1.27915e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -12791619.000000 Penalty: 5724.995117
	Iteration 22Q: 3 clusters Score -1.279162e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -12791772.000000 Penalty: 5724.995117
	Iteration 23Q: 3 clusters Score -1.279177e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -12791914.000000 Penalty: 5724.995117
	Iteration 24Q: 3 clusters Score -1.279191e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 67026 members 
Entering Unmasked Estep 
Score: -12792032.000000 Penalty: 5724.995117
	Iteration 25Q: 3 clusters Score -1.279203e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -12792178.000000 Penalty: 5724.995117
	Iteration 26Q: 3 clusters Score -1.279218e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -12792311.000000 Penalty: 5724.995117
	Iteration 27Q: 3 clusters Score -1.279231e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -12792420.000000 Penalty: 5724.995117
	Iteration 28Q: 3 clusters Score -1.279242e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -12792581.000000 Penalty: 5724.995117
	Iteration 29Q: 3 clusters Score -1.279258e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -12792711.000000 Penalty: 5724.995117
	Iteration 30Q: 3 clusters Score -1.279271e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -12792826.000000 Penalty: 5724.995117
	Iteration 31Q: 3 clusters Score -1.279283e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -12792932.000000 Penalty: 5724.995117
	Iteration 32Q: 3 clusters Score -1.279293e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -12793084.000000 Penalty: 5724.995117
	Iteration 33Q: 3 clusters Score -1.279308e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -12793180.000000 Penalty: 5724.995117
	Iteration 34Q: 3 clusters Score -1.279318e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -12793220.000000 Penalty: 5724.995117
	Iteration 35Q: 3 clusters Score -1.279322e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -12793283.000000 Penalty: 5724.995117
	Iteration 36Q: 3 clusters Score -1.279328e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -12793383.000000 Penalty: 5724.995117
	Iteration 37Q: 3 clusters Score -1.279338e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -12793389.000000 Penalty: 5724.995117
	Iteration 38Q: 3 clusters Score -1.279339e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -12793529.000000 Penalty: 5724.995117
	Iteration 39Q: 3 clusters Score -1.279353e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -12793633.000000 Penalty: 5724.995117
	Iteration 40F: 3 clusters Score -1.279363e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -12793711.000000 Penalty: 5724.995117
	Iteration 41Q: 3 clusters Score -1.279371e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -12793803.000000 Penalty: 5724.995117
	Iteration 42Q: 3 clusters Score -1.27938e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -12793917.000000 Penalty: 5724.995117
	Iteration 43Q: 3 clusters Score -1.279392e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -12794024.000000 Penalty: 5724.995117
	Iteration 44Q: 3 clusters Score -1.279402e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 77012 members 
Entering Unmasked Estep 
Score: -12794159.000000 Penalty: 5724.995117
	Iteration 45Q: 3 clusters Score -1.279416e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -12794243.000000 Penalty: 5724.995117
	Iteration 46Q: 3 clusters Score -1.279424e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -12794369.000000 Penalty: 5724.995117
	Iteration 47Q: 3 clusters Score -1.279437e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -12794566.000000 Penalty: 5724.995117
	Iteration 48Q: 3 clusters Score -1.279457e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -12794765.000000 Penalty: 5724.995117
	Iteration 49Q: 3 clusters Score -1.279476e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 80975 members 
Entering Unmasked Estep 
Score: -12794992.000000 Penalty: 5724.995117
	Iteration 50Q: 3 clusters Score -1.279499e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -12795228.000000 Penalty: 5724.995117
	Iteration 51Q: 3 clusters Score -1.279523e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -12795537.000000 Penalty: 5724.995117
	Iteration 52Q: 3 clusters Score -1.279554e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -12795823.000000 Penalty: 5724.995117
	Iteration 53Q: 3 clusters Score -1.279582e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -12796182.000000 Penalty: 5724.995117
	Iteration 54Q: 3 clusters Score -1.279618e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -12796549.000000 Penalty: 5724.995117
	Iteration 55Q: 3 clusters Score -1.279655e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -12796914.000000 Penalty: 5724.995117
	Iteration 56Q: 3 clusters Score -1.279691e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -12797428.000000 Penalty: 5724.995117
	Iteration 57Q: 3 clusters Score -1.279743e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 90387 members 
Entering Unmasked Estep 
Score: -12797909.000000 Penalty: 5724.995117
	Iteration 58Q: 3 clusters Score -1.279791e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -12798495.000000 Penalty: 5724.995117
	Iteration 59Q: 3 clusters Score -1.27985e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -12799141.000000 Penalty: 5724.995117
	Iteration 60F: 3 clusters Score -1.279914e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -12799750.000000 Penalty: 5724.995117
	Iteration 61Q: 3 clusters Score -1.279975e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 95758 members 
Entering Unmasked Estep 
Score: -12800371.000000 Penalty: 5724.995117
	Iteration 62Q: 3 clusters Score -1.280037e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -12800850.000000 Penalty: 5724.995117
	Iteration 63Q: 3 clusters Score -1.280085e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -12801276.000000 Penalty: 5724.995117
	Iteration 64Q: 3 clusters Score -1.280128e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -12801709.000000 Penalty: 5724.995117
	Iteration 65Q: 3 clusters Score -1.280171e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -12802043.000000 Penalty: 5724.995117
	Iteration 66Q: 3 clusters Score -1.280204e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -12802292.000000 Penalty: 5724.995117
	Iteration 67Q: 3 clusters Score -1.280229e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -12802514.000000 Penalty: 5724.995117
	Iteration 68Q: 3 clusters Score -1.280251e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -12802655.000000 Penalty: 5724.995117
	Iteration 69Q: 3 clusters Score -1.280266e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -12802781.000000 Penalty: 5724.995117
	Iteration 70Q: 3 clusters Score -1.280278e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -12802883.000000 Penalty: 5724.995117
	Iteration 71Q: 3 clusters Score -1.280288e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -12802944.000000 Penalty: 5724.995117
	Iteration 72Q: 3 clusters Score -1.280294e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 101368 members 
Entering Unmasked Estep 
Score: -12803005.000000 Penalty: 5724.995117
	Iteration 73Q: 3 clusters Score -1.2803e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -12803048.000000 Penalty: 5724.995117
	Iteration 74Q: 3 clusters Score -1.280305e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -12803111.000000 Penalty: 5724.995117
	Iteration 75Q: 3 clusters Score -1.280311e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 101627 members 
Entering Unmasked Estep 
Score: -12803125.000000 Penalty: 5724.995117
	Iteration 76Q: 3 clusters Score -1.280312e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -12803131.000000 Penalty: 5724.995117
	Iteration 77Q: 3 clusters Score -1.280313e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -12803164.000000 Penalty: 5724.995117
	Iteration 78Q: 3 clusters Score -1.280316e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -12803174.000000 Penalty: 5724.995117
	Iteration 79Q: 3 clusters Score -1.280317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 101762 members 
Entering Unmasked Estep 
Score: -12803184.000000 Penalty: 5724.995117
	Iteration 80F: 3 clusters Score -1.280318e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 101784 members 
Entering Unmasked Estep 
Score: -12803187.000000 Penalty: 5724.995117
	Iteration 81Q: 3 clusters Score -1.280319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -12803176.000000 Penalty: 5724.995117
	Iteration 82Q: 3 clusters Score -1.280318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -12803181.000000 Penalty: 5724.995117
	Iteration 83Q: 3 clusters Score -1.280318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -12803187.000000 Penalty: 5724.995117
	Iteration 84Q: 3 clusters Score -1.280319e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -12803187.000000 Penalty: 5724.995117
	Iteration 85Q: 3 clusters Score -1.280319e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 101873 members 
Entering Unmasked Estep 
Score: -12803208.000000 Penalty: 5724.995117
	Iteration 86Q: 3 clusters Score -1.280321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -12803212.000000 Penalty: 5724.995117
	Iteration 87Q: 3 clusters Score -1.280321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -12803229.000000 Penalty: 5724.995117
	Iteration 88Q: 3 clusters Score -1.280323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -12803235.000000 Penalty: 5724.995117
	Iteration 89Q: 3 clusters Score -1.280324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -12803235.000000 Penalty: 5724.995117
	Iteration 90Q: 3 clusters Score -1.280324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 101928 members 
Entering Unmasked Estep 
Score: -12803244.000000 Penalty: 5724.995117
	Iteration 91Q: 3 clusters Score -1.280324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -12803243.000000 Penalty: 5724.995117
	Iteration 92Q: 3 clusters Score -1.280324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -12803241.000000 Penalty: 5724.995117
	Iteration 93Q: 3 clusters Score -1.280324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -12803260.000000 Penalty: 5724.995117
	Iteration 94Q: 3 clusters Score -1.280326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -12803272.000000 Penalty: 5724.995117
	Iteration 95Q: 3 clusters Score -1.280327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -12803269.000000 Penalty: 5724.995117
	Iteration 96Q: 3 clusters Score -1.280327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -12803285.000000 Penalty: 5724.995117
	Iteration 97Q: 3 clusters Score -1.280328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 101972 members 
Entering Unmasked Estep 
Score: -12803288.000000 Penalty: 5724.995117
	Iteration 98Q: 3 clusters Score -1.280329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 101977 members 
Entering Unmasked Estep 
Score: -12803289.000000 Penalty: 5724.995117
	Iteration 99Q: 3 clusters Score -1.280329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -12803293.000000 Penalty: 5724.995117
	Iteration 100F: 3 clusters Score -1.280329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 101980 members 
Entering Unmasked Estep 
Score: -12803297.000000 Penalty: 5724.995117
	Iteration 101Q: 3 clusters Score -1.28033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -12803292.000000 Penalty: 5724.995117
	Iteration 102Q: 3 clusters Score -1.280329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -12803292.000000 Penalty: 5724.995117
	Iteration 103Q: 3 clusters Score -1.280329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 101986 members 
Entering Unmasked Estep 
Score: -12803296.000000 Penalty: 5724.995117
	Iteration 104Q: 3 clusters Score -1.28033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 101989 members 
Entering Unmasked Estep 
Score: -12803292.000000 Penalty: 5724.995117
	Iteration 105Q: 3 clusters Score -1.280329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -12803290.000000 Penalty: 5724.995117
	Iteration 106Q: 3 clusters Score -1.280329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 101993 members 
Entering Unmasked Estep 
Score: -12803295.000000 Penalty: 5724.995117
	Iteration 107Q: 3 clusters Score -1.28033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -12803296.000000 Penalty: 5724.995117
	Iteration 108Q: 3 clusters Score -1.28033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 102000 members 
Entering Unmasked Estep 
Score: -12803286.000000 Penalty: 5724.995117
	Iteration 109Q: 3 clusters Score -1.280329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -12803285.000000 Penalty: 5724.995117
	Iteration 110Q: 3 clusters Score -1.280328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 102001 members 
Entering Unmasked Estep 
Score: -12803285.000000 Penalty: 5724.995117
	Iteration 111F: 3 clusters Score -1.280328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Entering Unmasked Estep 
Score: -773921.000000 Penalty: 2182.839111
	Iteration 0F: 2 clusters Score -773921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -768344.375000 Penalty: 4365.678223
	Iteration 0F: 3 clusters Score -768344.4 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -769776.062500 Penalty: 4365.678223
	Iteration 1F: 3 clusters Score -769776.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -770088.812500 Penalty: 4365.678223
	Iteration 2F: 3 clusters Score -770088.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -770417.000000 Penalty: 4365.678223
	Iteration 3F: 3 clusters Score -770417 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -770795.812500 Penalty: 4365.678223
	Iteration 4F: 3 clusters Score -770795.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -771222.875000 Penalty: 4365.678223
	Iteration 5F: 3 clusters Score -771222.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -771677.500000 Penalty: 4365.678223
	Iteration 6F: 3 clusters Score -771677.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -771985.250000 Penalty: 4365.678223
	Iteration 7F: 3 clusters Score -771985.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -772187.125000 Penalty: 4365.678223
	Iteration 8Q: 3 clusters Score -772187.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -772342.937500 Penalty: 4365.678223
	Iteration 9Q: 3 clusters Score -772342.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -772472.312500 Penalty: 4365.678223
	Iteration 10Q: 3 clusters Score -772472.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -772598.562500 Penalty: 4365.678223
	Iteration 11Q: 3 clusters Score -772598.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -772706.687500 Penalty: 4365.678223
	Iteration 12Q: 3 clusters Score -772706.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -772784.937500 Penalty: 4365.678223
	Iteration 13Q: 3 clusters Score -772784.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -772845.812500 Penalty: 4365.678223
	Iteration 14Q: 3 clusters Score -772845.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -772899.937500 Penalty: 4365.678223
	Iteration 15Q: 3 clusters Score -772899.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -772945.187500 Penalty: 4365.678223
	Iteration 16Q: 3 clusters Score -772945.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -772988.937500 Penalty: 4365.678223
	Iteration 17Q: 3 clusters Score -772988.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -773021.250000 Penalty: 4365.678223
	Iteration 18Q: 3 clusters Score -773021.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -773044.375000 Penalty: 4365.678223
	Iteration 19Q: 3 clusters Score -773044.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -773066.562500 Penalty: 4365.678223
	Iteration 20F: 3 clusters Score -773066.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -773079.625000 Penalty: 4365.678223
	Iteration 21Q: 3 clusters Score -773079.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -773090.375000 Penalty: 4365.678223
	Iteration 22Q: 3 clusters Score -773090.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -773099.375000 Penalty: 4365.678223
	Iteration 23Q: 3 clusters Score -773099.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -773106.750000 Penalty: 4365.678223
	Iteration 24Q: 3 clusters Score -773106.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -773115.125000 Penalty: 4365.678223
	Iteration 25Q: 3 clusters Score -773115.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -773121.187500 Penalty: 4365.678223
	Iteration 26Q: 3 clusters Score -773121.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -773126.500000 Penalty: 4365.678223
	Iteration 27Q: 3 clusters Score -773126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -773130.062500 Penalty: 4365.678223
	Iteration 28Q: 3 clusters Score -773130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -773137.000000 Penalty: 4365.678223
	Iteration 29Q: 3 clusters Score -773137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -773141.812500 Penalty: 4365.678223
	Iteration 30Q: 3 clusters Score -773141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -773142.437500 Penalty: 4365.678223
	Iteration 31Q: 3 clusters Score -773142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -773141.500000 Penalty: 4365.678223
	Iteration 32Q: 3 clusters Score -773141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -773143.562500 Penalty: 4365.678223
	Iteration 33Q: 3 clusters Score -773143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -773142.937500 Penalty: 4365.678223
	Iteration 34Q: 3 clusters Score -773142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -773143.750000 Penalty: 4365.678223
	Iteration 35Q: 3 clusters Score -773143.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -773144.000000 Penalty: 4365.678223
	Iteration 36Q: 3 clusters Score -773144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -773143.375000 Penalty: 4365.678223
	Iteration 37Q: 3 clusters Score -773143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -773143.937500 Penalty: 4365.678223
	Iteration 38Q: 3 clusters Score -773143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -773144.375000 Penalty: 4365.678223
	Iteration 39Q: 3 clusters Score -773144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -773144.375000 Penalty: 4365.678223
	Iteration 40F: 3 clusters Score -773144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Entering Unmasked Estep 
Score: -11116142.000000 Penalty: 2837.833984
	Iteration 0F: 2 clusters Score -1.111614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -11053678.000000 Penalty: 5675.667969
	Iteration 0F: 3 clusters Score -1.105368e+07 nChanged 44012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -11079014.000000 Penalty: 5675.667969
	Iteration 1F: 3 clusters Score -1.107901e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -11080064.000000 Penalty: 5675.667969
	Iteration 2Q: 3 clusters Score -1.108006e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -11081095.000000 Penalty: 5675.667969
	Iteration 3Q: 3 clusters Score -1.10811e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -11082342.000000 Penalty: 5675.667969
	Iteration 4Q: 3 clusters Score -1.108234e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -11083958.000000 Penalty: 5675.667969
	Iteration 5Q: 3 clusters Score -1.108396e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -11086067.000000 Penalty: 5675.667969
	Iteration 6F: 3 clusters Score -1.108607e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -11088866.000000 Penalty: 5675.667969
	Iteration 7F: 3 clusters Score -1.108887e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -11092583.000000 Penalty: 5675.667969
	Iteration 8F: 3 clusters Score -1.109258e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -11097316.000000 Penalty: 5675.667969
	Iteration 9F: 3 clusters Score -1.109732e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -11102757.000000 Penalty: 5675.667969
	Iteration 10F: 3 clusters Score -1.110276e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -11107539.000000 Penalty: 5675.667969
	Iteration 11F: 3 clusters Score -1.110754e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -11110799.000000 Penalty: 5675.667969
	Iteration 12Q: 3 clusters Score -1.11108e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -11112401.000000 Penalty: 5675.667969
	Iteration 13Q: 3 clusters Score -1.11124e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 92279 members 
Entering Unmasked Estep 
Score: -11113105.000000 Penalty: 5675.667969
	Iteration 14Q: 3 clusters Score -1.11131e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -11113397.000000 Penalty: 5675.667969
	Iteration 15Q: 3 clusters Score -1.11134e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -11113536.000000 Penalty: 5675.667969
	Iteration 16Q: 3 clusters Score -1.111354e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -11113623.000000 Penalty: 5675.667969
	Iteration 17Q: 3 clusters Score -1.111362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -11113637.000000 Penalty: 5675.667969
	Iteration 18Q: 3 clusters Score -1.111364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -11113656.000000 Penalty: 5675.667969
	Iteration 19Q: 3 clusters Score -1.111366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -11113661.000000 Penalty: 5675.667969
	Iteration 20F: 3 clusters Score -1.111366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 92877 members 
Entering Unmasked Estep 
Score: -11113688.000000 Penalty: 5675.667969
	Iteration 21Q: 3 clusters Score -1.111369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -11113693.000000 Penalty: 5675.667969
	Iteration 22Q: 3 clusters Score -1.111369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -11113698.000000 Penalty: 5675.667969
	Iteration 23Q: 3 clusters Score -1.11137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -11113693.000000 Penalty: 5675.667969
	Iteration 24Q: 3 clusters Score -1.111369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -11113696.000000 Penalty: 5675.667969
	Iteration 25Q: 3 clusters Score -1.11137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -11113703.000000 Penalty: 5675.667969
	Iteration 26Q: 3 clusters Score -1.11137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 92888 members 
Entering Unmasked Estep 
Score: -11113703.000000 Penalty: 5675.667969
	Iteration 27F: 3 clusters Score -1.11137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Entering Unmasked Estep 
Score: -13132092.000000 Penalty: 2869.260498
	Iteration 0F: 2 clusters Score -1.313209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -13061394.000000 Penalty: 5738.520996
	Iteration 0F: 3 clusters Score -1.306139e+07 nChanged 50138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -13090111.000000 Penalty: 5738.520996
	Iteration 1F: 3 clusters Score -1.309011e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -13090971.000000 Penalty: 5738.520996
	Iteration 2Q: 3 clusters Score -1.309097e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -13091920.000000 Penalty: 5738.520996
	Iteration 3Q: 3 clusters Score -1.309192e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -13092979.000000 Penalty: 5738.520996
	Iteration 4Q: 3 clusters Score -1.309298e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -13094476.000000 Penalty: 5738.520996
	Iteration 5Q: 3 clusters Score -1.309448e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -13096186.000000 Penalty: 5738.520996
	Iteration 6Q: 3 clusters Score -1.309619e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -13098403.000000 Penalty: 5738.520996
	Iteration 7Q: 3 clusters Score -1.30984e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -13100740.000000 Penalty: 5738.520996
	Iteration 8Q: 3 clusters Score -1.310074e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -13103319.000000 Penalty: 5738.520996
	Iteration 9F: 3 clusters Score -1.310332e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -13106192.000000 Penalty: 5738.520996
	Iteration 10F: 3 clusters Score -1.310619e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -13109088.000000 Penalty: 5738.520996
	Iteration 11F: 3 clusters Score -1.310909e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -13111789.000000 Penalty: 5738.520996
	Iteration 12Q: 3 clusters Score -1.311179e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -13113793.000000 Penalty: 5738.520996
	Iteration 13Q: 3 clusters Score -1.311379e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -13114996.000000 Penalty: 5738.520996
	Iteration 14Q: 3 clusters Score -1.3115e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -13115713.000000 Penalty: 5738.520996
	Iteration 15Q: 3 clusters Score -1.311571e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -13116213.000000 Penalty: 5738.520996
	Iteration 16Q: 3 clusters Score -1.311621e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -13116537.000000 Penalty: 5738.520996
	Iteration 17Q: 3 clusters Score -1.311654e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -13116966.000000 Penalty: 5738.520996
	Iteration 18Q: 3 clusters Score -1.311697e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -13117400.000000 Penalty: 5738.520996
	Iteration 19Q: 3 clusters Score -1.31174e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -13117944.000000 Penalty: 5738.520996
	Iteration 20F: 3 clusters Score -1.311794e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -13118663.000000 Penalty: 5738.520996
	Iteration 21Q: 3 clusters Score -1.311866e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -13119307.000000 Penalty: 5738.520996
	Iteration 22Q: 3 clusters Score -1.311931e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -13119998.000000 Penalty: 5738.520996
	Iteration 23Q: 3 clusters Score -1.312e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -13120715.000000 Penalty: 5738.520996
	Iteration 24Q: 3 clusters Score -1.312072e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 71472 members 
Entering Unmasked Estep 
Score: -13121376.000000 Penalty: 5738.520996
	Iteration 25Q: 3 clusters Score -1.312138e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -13122057.000000 Penalty: 5738.520996
	Iteration 26Q: 3 clusters Score -1.312206e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -13122604.000000 Penalty: 5738.520996
	Iteration 27Q: 3 clusters Score -1.31226e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -13123114.000000 Penalty: 5738.520996
	Iteration 28Q: 3 clusters Score -1.312311e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -13123649.000000 Penalty: 5738.520996
	Iteration 29Q: 3 clusters Score -1.312365e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -13124030.000000 Penalty: 5738.520996
	Iteration 30Q: 3 clusters Score -1.312403e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -13124524.000000 Penalty: 5738.520996
	Iteration 31Q: 3 clusters Score -1.312452e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -13125006.000000 Penalty: 5738.520996
	Iteration 32Q: 3 clusters Score -1.312501e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 83765 members 
Entering Unmasked Estep 
Score: -13125377.000000 Penalty: 5738.520996
	Iteration 33Q: 3 clusters Score -1.312538e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -13125774.000000 Penalty: 5738.520996
	Iteration 34Q: 3 clusters Score -1.312577e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -13126104.000000 Penalty: 5738.520996
	Iteration 35Q: 3 clusters Score -1.31261e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -13126506.000000 Penalty: 5738.520996
	Iteration 36Q: 3 clusters Score -1.312651e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -13126880.000000 Penalty: 5738.520996
	Iteration 37Q: 3 clusters Score -1.312688e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -13127207.000000 Penalty: 5738.520996
	Iteration 38Q: 3 clusters Score -1.312721e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -13127536.000000 Penalty: 5738.520996
	Iteration 39Q: 3 clusters Score -1.312754e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -13127741.000000 Penalty: 5738.520996
	Iteration 40F: 3 clusters Score -1.312774e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -13128048.000000 Penalty: 5738.520996
	Iteration 41Q: 3 clusters Score -1.312805e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -13128255.000000 Penalty: 5738.520996
	Iteration 42Q: 3 clusters Score -1.312826e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -13128473.000000 Penalty: 5738.520996
	Iteration 43Q: 3 clusters Score -1.312847e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -13128692.000000 Penalty: 5738.520996
	Iteration 44Q: 3 clusters Score -1.312869e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -13128872.000000 Penalty: 5738.520996
	Iteration 45Q: 3 clusters Score -1.312887e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -13129009.000000 Penalty: 5738.520996
	Iteration 46Q: 3 clusters Score -1.312901e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -13129187.000000 Penalty: 5738.520996
	Iteration 47Q: 3 clusters Score -1.312919e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 98039 members 
Entering Unmasked Estep 
Score: -13129370.000000 Penalty: 5738.520996
	Iteration 48Q: 3 clusters Score -1.312937e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -13129551.000000 Penalty: 5738.520996
	Iteration 49Q: 3 clusters Score -1.312955e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 99106 members 
Entering Unmasked Estep 
Score: -13129679.000000 Penalty: 5738.520996
	Iteration 50Q: 3 clusters Score -1.312968e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -13129885.000000 Penalty: 5738.520996
	Iteration 51Q: 3 clusters Score -1.312988e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 100001 members 
Entering Unmasked Estep 
Score: -13129963.000000 Penalty: 5738.520996
	Iteration 52Q: 3 clusters Score -1.312996e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -13130061.000000 Penalty: 5738.520996
	Iteration 53Q: 3 clusters Score -1.313006e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 100663 members 
Entering Unmasked Estep 
Score: -13130178.000000 Penalty: 5738.520996
	Iteration 54Q: 3 clusters Score -1.313018e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -13130260.000000 Penalty: 5738.520996
	Iteration 55Q: 3 clusters Score -1.313026e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -13130272.000000 Penalty: 5738.520996
	Iteration 56Q: 3 clusters Score -1.313027e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 101510 members 
Entering Unmasked Estep 
Score: -13130343.000000 Penalty: 5738.520996
	Iteration 57Q: 3 clusters Score -1.313034e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -13130427.000000 Penalty: 5738.520996
	Iteration 58Q: 3 clusters Score -1.313043e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -13130441.000000 Penalty: 5738.520996
	Iteration 59Q: 3 clusters Score -1.313044e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -13130467.000000 Penalty: 5738.520996
	Iteration 60F: 3 clusters Score -1.313047e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -13130515.000000 Penalty: 5738.520996
	Iteration 61Q: 3 clusters Score -1.313052e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -13130531.000000 Penalty: 5738.520996
	Iteration 62Q: 3 clusters Score -1.313053e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -13130569.000000 Penalty: 5738.520996
	Iteration 63Q: 3 clusters Score -1.313057e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -13130580.000000 Penalty: 5738.520996
	Iteration 64Q: 3 clusters Score -1.313058e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -13130595.000000 Penalty: 5738.520996
	Iteration 65Q: 3 clusters Score -1.31306e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 102624 members 
Entering Unmasked Estep 
Score: -13130582.000000 Penalty: 5738.520996
	Iteration 66Q: 3 clusters Score -1.313058e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -13130606.000000 Penalty: 5738.520996
	Iteration 67Q: 3 clusters Score -1.313061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -13130617.000000 Penalty: 5738.520996
	Iteration 68Q: 3 clusters Score -1.313062e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 102791 members 
Entering Unmasked Estep 
Score: -13130630.000000 Penalty: 5738.520996
	Iteration 69Q: 3 clusters Score -1.313063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -13130652.000000 Penalty: 5738.520996
	Iteration 70Q: 3 clusters Score -1.313065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -13130640.000000 Penalty: 5738.520996
	Iteration 71Q: 3 clusters Score -1.313064e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -13130648.000000 Penalty: 5738.520996
	Iteration 72Q: 3 clusters Score -1.313065e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -13130644.000000 Penalty: 5738.520996
	Iteration 73Q: 3 clusters Score -1.313064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -13130643.000000 Penalty: 5738.520996
	Iteration 74Q: 3 clusters Score -1.313064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 103023 members 
Entering Unmasked Estep 
Score: -13130649.000000 Penalty: 5738.520996
	Iteration 75Q: 3 clusters Score -1.313065e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -13130656.000000 Penalty: 5738.520996
	Iteration 76Q: 3 clusters Score -1.313066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -13130672.000000 Penalty: 5738.520996
	Iteration 77Q: 3 clusters Score -1.313067e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -13130661.000000 Penalty: 5738.520996
	Iteration 78Q: 3 clusters Score -1.313066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -13130663.000000 Penalty: 5738.520996
	Iteration 79Q: 3 clusters Score -1.313066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 103234 members 
Entering Unmasked Estep 
Score: -13130677.000000 Penalty: 5738.520996
	Iteration 80F: 3 clusters Score -1.313068e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -13130721.000000 Penalty: 5738.520996
	Iteration 81Q: 3 clusters Score -1.313072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -13130710.000000 Penalty: 5738.520996
	Iteration 82Q: 3 clusters Score -1.313071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 103334 members 
Entering Unmasked Estep 
Score: -13130728.000000 Penalty: 5738.520996
	Iteration 83Q: 3 clusters Score -1.313073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -13130734.000000 Penalty: 5738.520996
	Iteration 84Q: 3 clusters Score -1.313073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -13130735.000000 Penalty: 5738.520996
	Iteration 85Q: 3 clusters Score -1.313074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 103412 members 
Entering Unmasked Estep 
Score: -13130718.000000 Penalty: 5738.520996
	Iteration 86Q: 3 clusters Score -1.313072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -13130726.000000 Penalty: 5738.520996
	Iteration 87Q: 3 clusters Score -1.313073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -13130735.000000 Penalty: 5738.520996
	Iteration 88Q: 3 clusters Score -1.313074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -13130726.000000 Penalty: 5738.520996
	Iteration 89Q: 3 clusters Score -1.313073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -13130738.000000 Penalty: 5738.520996
	Iteration 90Q: 3 clusters Score -1.313074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -13130723.000000 Penalty: 5738.520996
	Iteration 91Q: 3 clusters Score -1.313072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -13130730.000000 Penalty: 5738.520996
	Iteration 92Q: 3 clusters Score -1.313073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -13130720.000000 Penalty: 5738.520996
	Iteration 93Q: 3 clusters Score -1.313072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -13130722.000000 Penalty: 5738.520996
	Iteration 94Q: 3 clusters Score -1.313072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -13130728.000000 Penalty: 5738.520996
	Iteration 95Q: 3 clusters Score -1.313073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
Score: -13130737.000000 Penalty: 5738.520996
	Iteration 96Q: 3 clusters Score -1.313074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -13130744.000000 Penalty: 5738.520996
	Iteration 97Q: 3 clusters Score -1.313074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -13130732.000000 Penalty: 5738.520996
	Iteration 98Q: 3 clusters Score -1.313073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -13130718.000000 Penalty: 5738.520996
	Iteration 99Q: 3 clusters Score -1.313072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -13130717.000000 Penalty: 5738.520996
	Iteration 100F: 3 clusters Score -1.313072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -13130733.000000 Penalty: 5738.520996
	Iteration 101Q: 3 clusters Score -1.313073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -13130732.000000 Penalty: 5738.520996
	Iteration 102Q: 3 clusters Score -1.313073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -13130728.000000 Penalty: 5738.520996
	Iteration 103Q: 3 clusters Score -1.313073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -13130733.000000 Penalty: 5738.520996
	Iteration 104Q: 3 clusters Score -1.313073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 103533 members 
Entering Unmasked Estep 
Score: -13130728.000000 Penalty: 5738.520996
	Iteration 105Q: 3 clusters Score -1.313073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -13130725.000000 Penalty: 5738.520996
	Iteration 106Q: 3 clusters Score -1.313072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -13130725.000000 Penalty: 5738.520996
	Iteration 107F: 3 clusters Score -1.313072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -431877.718750 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -431877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -428261.750000 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -428261.8 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -428965.156250 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -428965.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -429131.593750 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -429131.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -429250.750000 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -429250.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -429333.781250 Penalty: 4059.519043
	Iteration 4Q: 3 clusters Score -429333.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -429396.437500 Penalty: 4059.519043
	Iteration 5Q: 3 clusters Score -429396.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -429452.125000 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -429452.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -429500.125000 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -429500.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -429551.843750 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -429551.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -429603.406250 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -429603.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -429652.218750 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -429652.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -429706.468750 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -429706.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -429754.968750 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -429755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -429815.656250 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -429815.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -429885.125000 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -429885.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -429959.531250 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -429959.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -430045.312500 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -430045.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -430126.281250 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -430126.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -430200.718750 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -430200.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -430265.906250 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -430265.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -430330.156250 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -430330.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -430379.968750 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -430380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -430417.406250 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -430417.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -430445.375000 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -430445.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -430463.187500 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -430463.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -430481.250000 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -430481.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -430492.250000 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -430492.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -430502.687500 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -430502.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -430508.968750 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -430509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -430512.468750 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -430512.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -430520.250000 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -430520.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -430523.281250 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -430523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -430524.968750 Penalty: 4059.519043
	Iteration 32Q: 3 clusters Score -430525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -430526.531250 Penalty: 4059.519043
	Iteration 33Q: 3 clusters Score -430526.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -430526.656250 Penalty: 4059.519043
	Iteration 34Q: 3 clusters Score -430526.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -430528.437500 Penalty: 4059.519043
	Iteration 35Q: 3 clusters Score -430528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -430529.875000 Penalty: 4059.519043
	Iteration 36Q: 3 clusters Score -430529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -430530.687500 Penalty: 4059.519043
	Iteration 37Q: 3 clusters Score -430530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -430530.687500 Penalty: 4059.519043
	Iteration 38F: 3 clusters Score -430530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -462691.406250 Penalty: 2048.153076
	Iteration 0F: 2 clusters Score -462691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -458926.343750 Penalty: 4096.306152
	Iteration 0F: 3 clusters Score -458926.3 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -459800.531250 Penalty: 4096.306152
	Iteration 1F: 3 clusters Score -459800.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -459965.656250 Penalty: 4096.306152
	Iteration 2F: 3 clusters Score -459965.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -460088.125000 Penalty: 4096.306152
	Iteration 3Q: 3 clusters Score -460088.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -460199.062500 Penalty: 4096.306152
	Iteration 4Q: 3 clusters Score -460199.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -460289.406250 Penalty: 4096.306152
	Iteration 5Q: 3 clusters Score -460289.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -460358.781250 Penalty: 4096.306152
	Iteration 6Q: 3 clusters Score -460358.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -460424.218750 Penalty: 4096.306152
	Iteration 7Q: 3 clusters Score -460424.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -460499.781250 Penalty: 4096.306152
	Iteration 8Q: 3 clusters Score -460499.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -460560.968750 Penalty: 4096.306152
	Iteration 9Q: 3 clusters Score -460561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -460607.093750 Penalty: 4096.306152
	Iteration 10Q: 3 clusters Score -460607.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -460645.843750 Penalty: 4096.306152
	Iteration 11Q: 3 clusters Score -460645.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -460674.031250 Penalty: 4096.306152
	Iteration 12Q: 3 clusters Score -460674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -460694.093750 Penalty: 4096.306152
	Iteration 13Q: 3 clusters Score -460694.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -460706.500000 Penalty: 4096.306152
	Iteration 14Q: 3 clusters Score -460706.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -460723.156250 Penalty: 4096.306152
	Iteration 15Q: 3 clusters Score -460723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -460734.375000 Penalty: 4096.306152
	Iteration 16Q: 3 clusters Score -460734.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -460749.500000 Penalty: 4096.306152
	Iteration 17Q: 3 clusters Score -460749.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -460763.281250 Penalty: 4096.306152
	Iteration 18Q: 3 clusters Score -460763.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -460777.468750 Penalty: 4096.306152
	Iteration 19Q: 3 clusters Score -460777.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -460783.750000 Penalty: 4096.306152
	Iteration 20F: 3 clusters Score -460783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -460786.031250 Penalty: 4096.306152
	Iteration 21Q: 3 clusters Score -460786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -460788.250000 Penalty: 4096.306152
	Iteration 22Q: 3 clusters Score -460788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -460789.437500 Penalty: 4096.306152
	Iteration 23Q: 3 clusters Score -460789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -460790.406250 Penalty: 4096.306152
	Iteration 24Q: 3 clusters Score -460790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -460792.687500 Penalty: 4096.306152
	Iteration 25Q: 3 clusters Score -460792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -460794.437500 Penalty: 4096.306152
	Iteration 26Q: 3 clusters Score -460794.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -460794.812500 Penalty: 4096.306152
	Iteration 27Q: 3 clusters Score -460794.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -460795.656250 Penalty: 4096.306152
	Iteration 28Q: 3 clusters Score -460795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -460795.937500 Penalty: 4096.306152
	Iteration 29Q: 3 clusters Score -460795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -460796.843750 Penalty: 4096.306152
	Iteration 30Q: 3 clusters Score -460796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -460797.125000 Penalty: 4096.306152
	Iteration 31Q: 3 clusters Score -460797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -460797.125000 Penalty: 4096.306152
	Iteration 32F: 3 clusters Score -460797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -753340.375000 Penalty: 2177.215820
	Iteration 0F: 2 clusters Score -753340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -747930.062500 Penalty: 4354.431641
	Iteration 0F: 3 clusters Score -747930.1 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -749283.312500 Penalty: 4354.431641
	Iteration 1F: 3 clusters Score -749283.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -749530.250000 Penalty: 4354.431641
	Iteration 2F: 3 clusters Score -749530.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -749697.500000 Penalty: 4354.431641
	Iteration 3F: 3 clusters Score -749697.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -749835.437500 Penalty: 4354.431641
	Iteration 4Q: 3 clusters Score -749835.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -749969.125000 Penalty: 4354.431641
	Iteration 5Q: 3 clusters Score -749969.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -750102.187500 Penalty: 4354.431641
	Iteration 6Q: 3 clusters Score -750102.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -750243.687500 Penalty: 4354.431641
	Iteration 7Q: 3 clusters Score -750243.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -750394.937500 Penalty: 4354.431641
	Iteration 8Q: 3 clusters Score -750394.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -750535.125000 Penalty: 4354.431641
	Iteration 9Q: 3 clusters Score -750535.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -750673.500000 Penalty: 4354.431641
	Iteration 10Q: 3 clusters Score -750673.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -750811.687500 Penalty: 4354.431641
	Iteration 11Q: 3 clusters Score -750811.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -750939.562500 Penalty: 4354.431641
	Iteration 12Q: 3 clusters Score -750939.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -751056.375000 Penalty: 4354.431641
	Iteration 13Q: 3 clusters Score -751056.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -751180.187500 Penalty: 4354.431641
	Iteration 14Q: 3 clusters Score -751180.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -751303.437500 Penalty: 4354.431641
	Iteration 15Q: 3 clusters Score -751303.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -751389.187500 Penalty: 4354.431641
	Iteration 16Q: 3 clusters Score -751389.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -751449.875000 Penalty: 4354.431641
	Iteration 17Q: 3 clusters Score -751449.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -751499.625000 Penalty: 4354.431641
	Iteration 18Q: 3 clusters Score -751499.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -751551.250000 Penalty: 4354.431641
	Iteration 19Q: 3 clusters Score -751551.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -751595.500000 Penalty: 4354.431641
	Iteration 20F: 3 clusters Score -751595.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -751632.187500 Penalty: 4354.431641
	Iteration 21Q: 3 clusters Score -751632.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -751665.812500 Penalty: 4354.431641
	Iteration 22Q: 3 clusters Score -751665.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -751693.625000 Penalty: 4354.431641
	Iteration 23Q: 3 clusters Score -751693.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -751716.000000 Penalty: 4354.431641
	Iteration 24Q: 3 clusters Score -751716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -751737.062500 Penalty: 4354.431641
	Iteration 25Q: 3 clusters Score -751737.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -751761.437500 Penalty: 4354.431641
	Iteration 26Q: 3 clusters Score -751761.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -751784.000000 Penalty: 4354.431641
	Iteration 27Q: 3 clusters Score -751784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -751811.562500 Penalty: 4354.431641
	Iteration 28Q: 3 clusters Score -751811.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -751829.750000 Penalty: 4354.431641
	Iteration 29Q: 3 clusters Score -751829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -751844.625000 Penalty: 4354.431641
	Iteration 30Q: 3 clusters Score -751844.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -751855.437500 Penalty: 4354.431641
	Iteration 31Q: 3 clusters Score -751855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -751857.625000 Penalty: 4354.431641
	Iteration 32Q: 3 clusters Score -751857.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -751862.062500 Penalty: 4354.431641
	Iteration 33Q: 3 clusters Score -751862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -751867.875000 Penalty: 4354.431641
	Iteration 34Q: 3 clusters Score -751867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -751873.000000 Penalty: 4354.431641
	Iteration 35Q: 3 clusters Score -751873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -751884.375000 Penalty: 4354.431641
	Iteration 36Q: 3 clusters Score -751884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -751887.187500 Penalty: 4354.431641
	Iteration 37Q: 3 clusters Score -751887.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -751892.000000 Penalty: 4354.431641
	Iteration 38Q: 3 clusters Score -751892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -751904.187500 Penalty: 4354.431641
	Iteration 39Q: 3 clusters Score -751904.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -751915.062500 Penalty: 4354.431641
	Iteration 40F: 3 clusters Score -751915.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -751920.000000 Penalty: 4354.431641
	Iteration 41Q: 3 clusters Score -751920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -751925.437500 Penalty: 4354.431641
	Iteration 42Q: 3 clusters Score -751925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -751929.500000 Penalty: 4354.431641
	Iteration 43Q: 3 clusters Score -751929.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -751932.625000 Penalty: 4354.431641
	Iteration 44Q: 3 clusters Score -751932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -751933.437500 Penalty: 4354.431641
	Iteration 45Q: 3 clusters Score -751933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -751933.437500 Penalty: 4354.431641
	Iteration 46F: 3 clusters Score -751933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Entering Unmasked Estep 
Score: -20162042.000000 Penalty: 2975.159180
	Iteration 0F: 2 clusters Score -2.016204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -20054708.000000 Penalty: 5950.318359
	Iteration 0F: 3 clusters Score -2.005471e+07 nChanged 77743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -20100070.000000 Penalty: 5950.318359
	Iteration 1F: 3 clusters Score -2.010007e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -20101308.000000 Penalty: 5950.318359
	Iteration 2Q: 3 clusters Score -2.010131e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -20102788.000000 Penalty: 5950.318359
	Iteration 3Q: 3 clusters Score -2.010279e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76375 members 
Mstep: Class 2 contains 85829 members 
Entering Unmasked Estep 
Score: -20105096.000000 Penalty: 5950.318359
	Iteration 4Q: 3 clusters Score -2.01051e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -20108704.000000 Penalty: 5950.318359
	Iteration 5Q: 3 clusters Score -2.01087e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -20114878.000000 Penalty: 5950.318359
	Iteration 6F: 3 clusters Score -2.011488e+07 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 100750 members 
Entering Unmasked Estep 
Score: -20123090.000000 Penalty: 5950.318359
	Iteration 7F: 3 clusters Score -2.012309e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 107228 members 
Entering Unmasked Estep 
Score: -20132274.000000 Penalty: 5950.318359
	Iteration 8F: 3 clusters Score -2.013227e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -20140648.000000 Penalty: 5950.318359
	Iteration 9F: 3 clusters Score -2.014065e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 116888 members 
Entering Unmasked Estep 
Score: -20145820.000000 Penalty: 5950.318359
	Iteration 10Q: 3 clusters Score -2.014582e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 119954 members 
Entering Unmasked Estep 
Score: -20148096.000000 Penalty: 5950.318359
	Iteration 11Q: 3 clusters Score -2.01481e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 122775 members 
Entering Unmasked Estep 
Score: -20149524.000000 Penalty: 5950.318359
	Iteration 12Q: 3 clusters Score -2.014952e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 125542 members 
Entering Unmasked Estep 
Score: -20150694.000000 Penalty: 5950.318359
	Iteration 13Q: 3 clusters Score -2.015069e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 128204 members 
Entering Unmasked Estep 
Score: -20151784.000000 Penalty: 5950.318359
	Iteration 14Q: 3 clusters Score -2.015178e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -20152826.000000 Penalty: 5950.318359
	Iteration 15Q: 3 clusters Score -2.015283e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 133190 members 
Entering Unmasked Estep 
Score: -20153630.000000 Penalty: 5950.318359
	Iteration 16Q: 3 clusters Score -2.015363e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 135516 members 
Entering Unmasked Estep 
Score: -20154412.000000 Penalty: 5950.318359
	Iteration 17Q: 3 clusters Score -2.015441e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -20155170.000000 Penalty: 5950.318359
	Iteration 18Q: 3 clusters Score -2.015517e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 139785 members 
Entering Unmasked Estep 
Score: -20155808.000000 Penalty: 5950.318359
	Iteration 19Q: 3 clusters Score -2.015581e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 141702 members 
Entering Unmasked Estep 
Score: -20156586.000000 Penalty: 5950.318359
	Iteration 20F: 3 clusters Score -2.015659e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 143527 members 
Entering Unmasked Estep 
Score: -20157154.000000 Penalty: 5950.318359
	Iteration 21Q: 3 clusters Score -2.015715e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -20157902.000000 Penalty: 5950.318359
	Iteration 22Q: 3 clusters Score -2.01579e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 146873 members 
Entering Unmasked Estep 
Score: -20158426.000000 Penalty: 5950.318359
	Iteration 23Q: 3 clusters Score -2.015843e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -20158806.000000 Penalty: 5950.318359
	Iteration 24Q: 3 clusters Score -2.015881e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 149644 members 
Entering Unmasked Estep 
Score: -20159212.000000 Penalty: 5950.318359
	Iteration 25Q: 3 clusters Score -2.015921e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 150797 members 
Entering Unmasked Estep 
Score: -20159512.000000 Penalty: 5950.318359
	Iteration 26Q: 3 clusters Score -2.015951e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 151795 members 
Entering Unmasked Estep 
Score: -20159648.000000 Penalty: 5950.318359
	Iteration 27Q: 3 clusters Score -2.015965e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -20159830.000000 Penalty: 5950.318359
	Iteration 28Q: 3 clusters Score -2.015983e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -20159884.000000 Penalty: 5950.318359
	Iteration 29Q: 3 clusters Score -2.015988e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -20159960.000000 Penalty: 5950.318359
	Iteration 30Q: 3 clusters Score -2.015996e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 154684 members 
Entering Unmasked Estep 
Score: -20160064.000000 Penalty: 5950.318359
	Iteration 31Q: 3 clusters Score -2.016006e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -20160148.000000 Penalty: 5950.318359
	Iteration 32Q: 3 clusters Score -2.016015e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 155709 members 
Entering Unmasked Estep 
Score: -20160194.000000 Penalty: 5950.318359
	Iteration 33Q: 3 clusters Score -2.016019e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 156146 members 
Entering Unmasked Estep 
Score: -20160232.000000 Penalty: 5950.318359
	Iteration 34Q: 3 clusters Score -2.016023e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -20160302.000000 Penalty: 5950.318359
	Iteration 35Q: 3 clusters Score -2.01603e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -20160362.000000 Penalty: 5950.318359
	Iteration 36Q: 3 clusters Score -2.016036e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 157155 members 
Entering Unmasked Estep 
Score: -20160414.000000 Penalty: 5950.318359
	Iteration 37Q: 3 clusters Score -2.016041e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -20160476.000000 Penalty: 5950.318359
	Iteration 38Q: 3 clusters Score -2.016048e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -20160502.000000 Penalty: 5950.318359
	Iteration 39Q: 3 clusters Score -2.01605e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -20160528.000000 Penalty: 5950.318359
	Iteration 40F: 3 clusters Score -2.016053e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -20160544.000000 Penalty: 5950.318359
	Iteration 41Q: 3 clusters Score -2.016054e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -20160554.000000 Penalty: 5950.318359
	Iteration 42Q: 3 clusters Score -2.016055e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 158171 members 
Entering Unmasked Estep 
Score: -20160558.000000 Penalty: 5950.318359
	Iteration 43Q: 3 clusters Score -2.016056e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 158261 members 
Entering Unmasked Estep 
Score: -20160580.000000 Penalty: 5950.318359
	Iteration 44Q: 3 clusters Score -2.016058e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -20160560.000000 Penalty: 5950.318359
	Iteration 45Q: 3 clusters Score -2.016056e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -20160576.000000 Penalty: 5950.318359
	Iteration 46Q: 3 clusters Score -2.016058e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -20160612.000000 Penalty: 5950.318359
	Iteration 47Q: 3 clusters Score -2.016061e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -20160612.000000 Penalty: 5950.318359
	Iteration 48Q: 3 clusters Score -2.016061e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 158679 members 
Entering Unmasked Estep 
Score: -20160622.000000 Penalty: 5950.318359
	Iteration 49Q: 3 clusters Score -2.016062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -20160606.000000 Penalty: 5950.318359
	Iteration 50Q: 3 clusters Score -2.016061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -20160596.000000 Penalty: 5950.318359
	Iteration 51Q: 3 clusters Score -2.01606e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -20160590.000000 Penalty: 5950.318359
	Iteration 52Q: 3 clusters Score -2.016059e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -20160618.000000 Penalty: 5950.318359
	Iteration 53Q: 3 clusters Score -2.016062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 158928 members 
Entering Unmasked Estep 
Score: -20160612.000000 Penalty: 5950.318359
	Iteration 54Q: 3 clusters Score -2.016061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -20160620.000000 Penalty: 5950.318359
	Iteration 55Q: 3 clusters Score -2.016062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -20160620.000000 Penalty: 5950.318359
	Iteration 56Q: 3 clusters Score -2.016062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -20160608.000000 Penalty: 5950.318359
	Iteration 57Q: 3 clusters Score -2.016061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -20160606.000000 Penalty: 5950.318359
	Iteration 58Q: 3 clusters Score -2.016061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 159056 members 
Entering Unmasked Estep 
Score: -20160622.000000 Penalty: 5950.318359
	Iteration 59Q: 3 clusters Score -2.016062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 159080 members 
Entering Unmasked Estep 
Score: -20160638.000000 Penalty: 5950.318359
	Iteration 60F: 3 clusters Score -2.016064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -20160630.000000 Penalty: 5950.318359
	Iteration 61Q: 3 clusters Score -2.016063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -20160628.000000 Penalty: 5950.318359
	Iteration 62Q: 3 clusters Score -2.016063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -20160636.000000 Penalty: 5950.318359
	Iteration 63Q: 3 clusters Score -2.016064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -20160650.000000 Penalty: 5950.318359
	Iteration 64Q: 3 clusters Score -2.016065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -20160642.000000 Penalty: 5950.318359
	Iteration 65Q: 3 clusters Score -2.016064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -20160640.000000 Penalty: 5950.318359
	Iteration 66Q: 3 clusters Score -2.016064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -20160636.000000 Penalty: 5950.318359
	Iteration 67Q: 3 clusters Score -2.016064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -20160644.000000 Penalty: 5950.318359
	Iteration 68Q: 3 clusters Score -2.016064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -20160646.000000 Penalty: 5950.318359
	Iteration 69Q: 3 clusters Score -2.016065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -20160636.000000 Penalty: 5950.318359
	Iteration 70Q: 3 clusters Score -2.016064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 159237 members 
Entering Unmasked Estep 
Score: -20160632.000000 Penalty: 5950.318359
	Iteration 71Q: 3 clusters Score -2.016063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -20160636.000000 Penalty: 5950.318359
	Iteration 72Q: 3 clusters Score -2.016064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -20160658.000000 Penalty: 5950.318359
	Iteration 73Q: 3 clusters Score -2.016066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -20160650.000000 Penalty: 5950.318359
	Iteration 74Q: 3 clusters Score -2.016065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 159271 members 
Entering Unmasked Estep 
Score: -20160642.000000 Penalty: 5950.318359
	Iteration 75Q: 3 clusters Score -2.016064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 159274 members 
Entering Unmasked Estep 
Score: -20160648.000000 Penalty: 5950.318359
	Iteration 76Q: 3 clusters Score -2.016065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 159277 members 
Entering Unmasked Estep 
Score: -20160648.000000 Penalty: 5950.318359
	Iteration 77Q: 3 clusters Score -2.016065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -20160652.000000 Penalty: 5950.318359
	Iteration 78Q: 3 clusters Score -2.016065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -20160638.000000 Penalty: 5950.318359
	Iteration 79Q: 3 clusters Score -2.016064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -20160658.000000 Penalty: 5950.318359
	Iteration 80F: 3 clusters Score -2.016066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -20160652.000000 Penalty: 5950.318359
	Iteration 81Q: 3 clusters Score -2.016065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159286 members 
Entering Unmasked Estep 
Score: -20160646.000000 Penalty: 5950.318359
	Iteration 82Q: 3 clusters Score -2.016065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -20160630.000000 Penalty: 5950.318359
	Iteration 83Q: 3 clusters Score -2.016063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 159290 members 
Entering Unmasked Estep 
Score: -20160640.000000 Penalty: 5950.318359
	Iteration 84Q: 3 clusters Score -2.016064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -20160638.000000 Penalty: 5950.318359
	Iteration 85Q: 3 clusters Score -2.016064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -20160650.000000 Penalty: 5950.318359
	Iteration 86Q: 3 clusters Score -2.016065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -20160636.000000 Penalty: 5950.318359
	Iteration 87Q: 3 clusters Score -2.016064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -20160638.000000 Penalty: 5950.318359
	Iteration 88Q: 3 clusters Score -2.016064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 159301 members 
Entering Unmasked Estep 
Score: -20160640.000000 Penalty: 5950.318359
	Iteration 89Q: 3 clusters Score -2.016064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 159301 members 
Entering Unmasked Estep 
Score: -20160640.000000 Penalty: 5950.318359
	Iteration 90F: 3 clusters Score -2.016064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187835 members 
Entering Unmasked Estep 
Score: -23044612.000000 Penalty: 3011.543213
	Iteration 0F: 2 clusters Score -2.304461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -22921148.000000 Penalty: 6023.086426
	Iteration 0F: 3 clusters Score -2.292115e+07 nChanged 90531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -22973386.000000 Penalty: 6023.086426
	Iteration 1F: 3 clusters Score -2.297339e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96005 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -22974420.000000 Penalty: 6023.086426
	Iteration 2Q: 3 clusters Score -2.297442e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -22975576.000000 Penalty: 6023.086426
	Iteration 3Q: 3 clusters Score -2.297558e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98720 members 
Mstep: Class 2 contains 89115 members 
Entering Unmasked Estep 
Score: -22977502.000000 Penalty: 6023.086426
	Iteration 4Q: 3 clusters Score -2.29775e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -22980572.000000 Penalty: 6023.086426
	Iteration 5Q: 3 clusters Score -2.298057e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -22985968.000000 Penalty: 6023.086426
	Iteration 6Q: 3 clusters Score -2.298597e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 81058 members 
Entering Unmasked Estep 
Score: -22994454.000000 Penalty: 6023.086426
	Iteration 7F: 3 clusters Score -2.299445e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -23006354.000000 Penalty: 6023.086426
	Iteration 8F: 3 clusters Score -2.300635e+07 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -23019054.000000 Penalty: 6023.086426
	Iteration 9F: 3 clusters Score -2.301905e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -23028366.000000 Penalty: 6023.086426
	Iteration 10F: 3 clusters Score -2.302837e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101282 members 
Mstep: Class 2 contains 86553 members 
Entering Unmasked Estep 
Score: -23032422.000000 Penalty: 6023.086426
	Iteration 11Q: 3 clusters Score -2.303242e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -23034670.000000 Penalty: 6023.086426
	Iteration 12Q: 3 clusters Score -2.303467e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -23036464.000000 Penalty: 6023.086426
	Iteration 13Q: 3 clusters Score -2.303646e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 92607 members 
Entering Unmasked Estep 
Score: -23038020.000000 Penalty: 6023.086426
	Iteration 14Q: 3 clusters Score -2.303802e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -23039420.000000 Penalty: 6023.086426
	Iteration 15Q: 3 clusters Score -2.303942e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -23040214.000000 Penalty: 6023.086426
	Iteration 16Q: 3 clusters Score -2.304021e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -23040720.000000 Penalty: 6023.086426
	Iteration 17Q: 3 clusters Score -2.304072e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 97897 members 
Entering Unmasked Estep 
Score: -23041086.000000 Penalty: 6023.086426
	Iteration 18Q: 3 clusters Score -2.304109e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -23041274.000000 Penalty: 6023.086426
	Iteration 19Q: 3 clusters Score -2.304127e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -23041394.000000 Penalty: 6023.086426
	Iteration 20F: 3 clusters Score -2.304139e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -23041426.000000 Penalty: 6023.086426
	Iteration 21Q: 3 clusters Score -2.304143e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -23041512.000000 Penalty: 6023.086426
	Iteration 22Q: 3 clusters Score -2.304151e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -23041624.000000 Penalty: 6023.086426
	Iteration 23Q: 3 clusters Score -2.304162e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -23041628.000000 Penalty: 6023.086426
	Iteration 24Q: 3 clusters Score -2.304163e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 103345 members 
Entering Unmasked Estep 
Score: -23041686.000000 Penalty: 6023.086426
	Iteration 25Q: 3 clusters Score -2.304169e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -23041774.000000 Penalty: 6023.086426
	Iteration 26Q: 3 clusters Score -2.304177e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 104795 members 
Entering Unmasked Estep 
Score: -23041960.000000 Penalty: 6023.086426
	Iteration 27Q: 3 clusters Score -2.304196e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 105463 members 
Entering Unmasked Estep 
Score: -23041996.000000 Penalty: 6023.086426
	Iteration 28Q: 3 clusters Score -2.3042e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -23042066.000000 Penalty: 6023.086426
	Iteration 29Q: 3 clusters Score -2.304207e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -23042130.000000 Penalty: 6023.086426
	Iteration 30Q: 3 clusters Score -2.304213e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 107727 members 
Entering Unmasked Estep 
Score: -23042250.000000 Penalty: 6023.086426
	Iteration 31Q: 3 clusters Score -2.304225e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 108503 members 
Entering Unmasked Estep 
Score: -23042318.000000 Penalty: 6023.086426
	Iteration 32Q: 3 clusters Score -2.304232e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78580 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -23042378.000000 Penalty: 6023.086426
	Iteration 33Q: 3 clusters Score -2.304238e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 110004 members 
Entering Unmasked Estep 
Score: -23042430.000000 Penalty: 6023.086426
	Iteration 34Q: 3 clusters Score -2.304243e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -23042472.000000 Penalty: 6023.086426
	Iteration 35Q: 3 clusters Score -2.304247e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 111453 members 
Entering Unmasked Estep 
Score: -23042550.000000 Penalty: 6023.086426
	Iteration 36Q: 3 clusters Score -2.304255e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -23042552.000000 Penalty: 6023.086426
	Iteration 37Q: 3 clusters Score -2.304255e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 112857 members 
Entering Unmasked Estep 
Score: -23042560.000000 Penalty: 6023.086426
	Iteration 38Q: 3 clusters Score -2.304256e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 113545 members 
Entering Unmasked Estep 
Score: -23042640.000000 Penalty: 6023.086426
	Iteration 39Q: 3 clusters Score -2.304264e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 114204 members 
Entering Unmasked Estep 
Score: -23042706.000000 Penalty: 6023.086426
	Iteration 40F: 3 clusters Score -2.304271e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -23042722.000000 Penalty: 6023.086426
	Iteration 41Q: 3 clusters Score -2.304272e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -23042808.000000 Penalty: 6023.086426
	Iteration 42Q: 3 clusters Score -2.304281e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71650 members 
Mstep: Class 2 contains 116185 members 
Entering Unmasked Estep 
Score: -23042834.000000 Penalty: 6023.086426
	Iteration 43Q: 3 clusters Score -2.304283e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 116831 members 
Entering Unmasked Estep 
Score: -23042880.000000 Penalty: 6023.086426
	Iteration 44Q: 3 clusters Score -2.304288e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -23042924.000000 Penalty: 6023.086426
	Iteration 45Q: 3 clusters Score -2.304292e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -23042982.000000 Penalty: 6023.086426
	Iteration 46Q: 3 clusters Score -2.304298e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 118827 members 
Entering Unmasked Estep 
Score: -23043074.000000 Penalty: 6023.086426
	Iteration 47Q: 3 clusters Score -2.304307e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -23043190.000000 Penalty: 6023.086426
	Iteration 48Q: 3 clusters Score -2.304319e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 120206 members 
Entering Unmasked Estep 
Score: -23043208.000000 Penalty: 6023.086426
	Iteration 49Q: 3 clusters Score -2.304321e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 120910 members 
Entering Unmasked Estep 
Score: -23043248.000000 Penalty: 6023.086426
	Iteration 50Q: 3 clusters Score -2.304325e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 121574 members 
Entering Unmasked Estep 
Score: -23043320.000000 Penalty: 6023.086426
	Iteration 51Q: 3 clusters Score -2.304332e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65576 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
Score: -23043384.000000 Penalty: 6023.086426
	Iteration 52Q: 3 clusters Score -2.304338e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -23043444.000000 Penalty: 6023.086426
	Iteration 53Q: 3 clusters Score -2.304344e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 123637 members 
Entering Unmasked Estep 
Score: -23043514.000000 Penalty: 6023.086426
	Iteration 54Q: 3 clusters Score -2.304351e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -23043536.000000 Penalty: 6023.086426
	Iteration 55Q: 3 clusters Score -2.304354e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -23043624.000000 Penalty: 6023.086426
	Iteration 56Q: 3 clusters Score -2.304362e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -23043676.000000 Penalty: 6023.086426
	Iteration 57Q: 3 clusters Score -2.304368e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -23043826.000000 Penalty: 6023.086426
	Iteration 58Q: 3 clusters Score -2.304383e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 127017 members 
Entering Unmasked Estep 
Score: -23043886.000000 Penalty: 6023.086426
	Iteration 59Q: 3 clusters Score -2.304389e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -23043980.000000 Penalty: 6023.086426
	Iteration 60F: 3 clusters Score -2.304398e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 128369 members 
Entering Unmasked Estep 
Score: -23044100.000000 Penalty: 6023.086426
	Iteration 61Q: 3 clusters Score -2.30441e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -23044154.000000 Penalty: 6023.086426
	Iteration 62Q: 3 clusters Score -2.304415e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -23044172.000000 Penalty: 6023.086426
	Iteration 63Q: 3 clusters Score -2.304417e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -23044318.000000 Penalty: 6023.086426
	Iteration 64Q: 3 clusters Score -2.304432e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 130876 members 
Entering Unmasked Estep 
Score: -23044390.000000 Penalty: 6023.086426
	Iteration 65Q: 3 clusters Score -2.304439e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 131442 members 
Entering Unmasked Estep 
Score: -23044406.000000 Penalty: 6023.086426
	Iteration 66Q: 3 clusters Score -2.304441e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 131958 members 
Entering Unmasked Estep 
Score: -23044414.000000 Penalty: 6023.086426
	Iteration 67Q: 3 clusters Score -2.304441e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 132427 members 
Entering Unmasked Estep 
Score: -23044474.000000 Penalty: 6023.086426
	Iteration 68Q: 3 clusters Score -2.304447e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 132885 members 
Entering Unmasked Estep 
Score: -23044444.000000 Penalty: 6023.086426
	Iteration 69Q: 3 clusters Score -2.304444e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -23044436.000000 Penalty: 6023.086426
	Iteration 70Q: 3 clusters Score -2.304444e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 133839 members 
Entering Unmasked Estep 
Score: -23044476.000000 Penalty: 6023.086426
	Iteration 71Q: 3 clusters Score -2.304448e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 134324 members 
Entering Unmasked Estep 
Score: -23044492.000000 Penalty: 6023.086426
	Iteration 72Q: 3 clusters Score -2.304449e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 134789 members 
Entering Unmasked Estep 
Score: -23044460.000000 Penalty: 6023.086426
	Iteration 73Q: 3 clusters Score -2.304446e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 135226 members 
Entering Unmasked Estep 
Score: -23044480.000000 Penalty: 6023.086426
	Iteration 74Q: 3 clusters Score -2.304448e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 135647 members 
Entering Unmasked Estep 
Score: -23044508.000000 Penalty: 6023.086426
	Iteration 75Q: 3 clusters Score -2.304451e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 136047 members 
Entering Unmasked Estep 
Score: -23044500.000000 Penalty: 6023.086426
	Iteration 76Q: 3 clusters Score -2.30445e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -23044490.000000 Penalty: 6023.086426
	Iteration 77Q: 3 clusters Score -2.304449e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -23044484.000000 Penalty: 6023.086426
	Iteration 78Q: 3 clusters Score -2.304448e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 137115 members 
Entering Unmasked Estep 
Score: -23044446.000000 Penalty: 6023.086426
	Iteration 79Q: 3 clusters Score -2.304445e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 137443 members 
Entering Unmasked Estep 
Score: -23044500.000000 Penalty: 6023.086426
	Iteration 80F: 3 clusters Score -2.30445e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 137769 members 
Entering Unmasked Estep 
Score: -23044500.000000 Penalty: 6023.086426
	Iteration 81Q: 3 clusters Score -2.30445e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -23044544.000000 Penalty: 6023.086426
	Iteration 82Q: 3 clusters Score -2.304454e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -23044572.000000 Penalty: 6023.086426
	Iteration 83Q: 3 clusters Score -2.304457e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -23044626.000000 Penalty: 6023.086426
	Iteration 84Q: 3 clusters Score -2.304463e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 139051 members 
Entering Unmasked Estep 
Score: -23044592.000000 Penalty: 6023.086426
	Iteration 85Q: 3 clusters Score -2.304459e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -23044578.000000 Penalty: 6023.086426
	Iteration 86Q: 3 clusters Score -2.304458e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -23044620.000000 Penalty: 6023.086426
	Iteration 87Q: 3 clusters Score -2.304462e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 139973 members 
Entering Unmasked Estep 
Score: -23044682.000000 Penalty: 6023.086426
	Iteration 88Q: 3 clusters Score -2.304468e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 140247 members 
Entering Unmasked Estep 
Score: -23044744.000000 Penalty: 6023.086426
	Iteration 89Q: 3 clusters Score -2.304474e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 140502 members 
Entering Unmasked Estep 
Score: -23044754.000000 Penalty: 6023.086426
	Iteration 90Q: 3 clusters Score -2.304475e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 140739 members 
Entering Unmasked Estep 
Score: -23044768.000000 Penalty: 6023.086426
	Iteration 91Q: 3 clusters Score -2.304477e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 140937 members 
Entering Unmasked Estep 
Score: -23044818.000000 Penalty: 6023.086426
	Iteration 92Q: 3 clusters Score -2.304482e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 141138 members 
Entering Unmasked Estep 
Score: -23044832.000000 Penalty: 6023.086426
	Iteration 93Q: 3 clusters Score -2.304483e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 141317 members 
Entering Unmasked Estep 
Score: -23044844.000000 Penalty: 6023.086426
	Iteration 94Q: 3 clusters Score -2.304484e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -23044834.000000 Penalty: 6023.086426
	Iteration 95Q: 3 clusters Score -2.304483e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 141687 members 
Entering Unmasked Estep 
Score: -23044858.000000 Penalty: 6023.086426
	Iteration 96Q: 3 clusters Score -2.304486e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 141852 members 
Entering Unmasked Estep 
Score: -23044870.000000 Penalty: 6023.086426
	Iteration 97Q: 3 clusters Score -2.304487e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -23044892.000000 Penalty: 6023.086426
	Iteration 98Q: 3 clusters Score -2.304489e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 142199 members 
Entering Unmasked Estep 
Score: -23044926.000000 Penalty: 6023.086426
	Iteration 99Q: 3 clusters Score -2.304493e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 142395 members 
Entering Unmasked Estep 
Score: -23044948.000000 Penalty: 6023.086426
	Iteration 100F: 3 clusters Score -2.304495e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 142615 members 
Entering Unmasked Estep 
Score: -23045004.000000 Penalty: 6023.086426
	Iteration 101Q: 3 clusters Score -2.3045e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 142835 members 
Entering Unmasked Estep 
Score: -23045026.000000 Penalty: 6023.086426
	Iteration 102Q: 3 clusters Score -2.304503e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -23045078.000000 Penalty: 6023.086426
	Iteration 103Q: 3 clusters Score -2.304508e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 143256 members 
Entering Unmasked Estep 
Score: -23045054.000000 Penalty: 6023.086426
	Iteration 104Q: 3 clusters Score -2.304505e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -23045062.000000 Penalty: 6023.086426
	Iteration 105Q: 3 clusters Score -2.304506e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 143687 members 
Entering Unmasked Estep 
Score: -23045114.000000 Penalty: 6023.086426
	Iteration 106Q: 3 clusters Score -2.304511e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -23045158.000000 Penalty: 6023.086426
	Iteration 107Q: 3 clusters Score -2.304516e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 144086 members 
Entering Unmasked Estep 
Score: -23045124.000000 Penalty: 6023.086426
	Iteration 108Q: 3 clusters Score -2.304512e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 144287 members 
Entering Unmasked Estep 
Score: -23045160.000000 Penalty: 6023.086426
	Iteration 109Q: 3 clusters Score -2.304516e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 144476 members 
Entering Unmasked Estep 
Score: -23045108.000000 Penalty: 6023.086426
	Iteration 110Q: 3 clusters Score -2.304511e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 144689 members 
Entering Unmasked Estep 
Score: -23045130.000000 Penalty: 6023.086426
	Iteration 111Q: 3 clusters Score -2.304513e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -23045110.000000 Penalty: 6023.086426
	Iteration 112Q: 3 clusters Score -2.304511e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 145152 members 
Entering Unmasked Estep 
Score: -23045142.000000 Penalty: 6023.086426
	Iteration 113Q: 3 clusters Score -2.304514e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 145399 members 
Entering Unmasked Estep 
Score: -23045130.000000 Penalty: 6023.086426
	Iteration 114Q: 3 clusters Score -2.304513e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 145635 members 
Entering Unmasked Estep 
Score: -23045128.000000 Penalty: 6023.086426
	Iteration 115Q: 3 clusters Score -2.304513e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 145874 members 
Entering Unmasked Estep 
Score: -23045118.000000 Penalty: 6023.086426
	Iteration 116Q: 3 clusters Score -2.304512e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -23045088.000000 Penalty: 6023.086426
	Iteration 117Q: 3 clusters Score -2.304509e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
Score: -23045020.000000 Penalty: 6023.086426
	Iteration 118Q: 3 clusters Score -2.304502e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -23044986.000000 Penalty: 6023.086426
	Iteration 119Q: 3 clusters Score -2.304499e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 146813 members 
Entering Unmasked Estep 
Score: -23045020.000000 Penalty: 6023.086426
	Iteration 120F: 3 clusters Score -2.304502e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -23045030.000000 Penalty: 6023.086426
	Iteration 121Q: 3 clusters Score -2.304503e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 147233 members 
Entering Unmasked Estep 
Score: -23045014.000000 Penalty: 6023.086426
	Iteration 122Q: 3 clusters Score -2.304501e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -23044978.000000 Penalty: 6023.086426
	Iteration 123Q: 3 clusters Score -2.304498e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 147661 members 
Entering Unmasked Estep 
Score: -23045018.000000 Penalty: 6023.086426
	Iteration 124Q: 3 clusters Score -2.304502e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 147857 members 
Entering Unmasked Estep 
Score: -23045008.000000 Penalty: 6023.086426
	Iteration 125Q: 3 clusters Score -2.304501e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 148088 members 
Entering Unmasked Estep 
Score: -23045040.000000 Penalty: 6023.086426
	Iteration 126Q: 3 clusters Score -2.304504e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -23045040.000000 Penalty: 6023.086426
	Iteration 127Q: 3 clusters Score -2.304504e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 148560 members 
Entering Unmasked Estep 
Score: -23045004.000000 Penalty: 6023.086426
	Iteration 128Q: 3 clusters Score -2.3045e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -23045022.000000 Penalty: 6023.086426
	Iteration 129Q: 3 clusters Score -2.304502e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -23045048.000000 Penalty: 6023.086426
	Iteration 130Q: 3 clusters Score -2.304505e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 149326 members 
Entering Unmasked Estep 
Score: -23045024.000000 Penalty: 6023.086426
	Iteration 131Q: 3 clusters Score -2.304502e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 149558 members 
Entering Unmasked Estep 
Score: -23044996.000000 Penalty: 6023.086426
	Iteration 132Q: 3 clusters Score -2.3045e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 149815 members 
Entering Unmasked Estep 
Score: -23045050.000000 Penalty: 6023.086426
	Iteration 133Q: 3 clusters Score -2.304505e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 150082 members 
Entering Unmasked Estep 
Score: -23045046.000000 Penalty: 6023.086426
	Iteration 134Q: 3 clusters Score -2.304505e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 150351 members 
Entering Unmasked Estep 
Score: -23045040.000000 Penalty: 6023.086426
	Iteration 135Q: 3 clusters Score -2.304504e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 150603 members 
Entering Unmasked Estep 
Score: -23045054.000000 Penalty: 6023.086426
	Iteration 136Q: 3 clusters Score -2.304505e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -23045098.000000 Penalty: 6023.086426
	Iteration 137Q: 3 clusters Score -2.30451e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 151100 members 
Entering Unmasked Estep 
Score: -23045106.000000 Penalty: 6023.086426
	Iteration 138Q: 3 clusters Score -2.304511e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -23045114.000000 Penalty: 6023.086426
	Iteration 139Q: 3 clusters Score -2.304511e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 151556 members 
Entering Unmasked Estep 
Score: -23045082.000000 Penalty: 6023.086426
	Iteration 140F: 3 clusters Score -2.304508e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -23045066.000000 Penalty: 6023.086426
	Iteration 141Q: 3 clusters Score -2.304507e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 151978 members 
Entering Unmasked Estep 
Score: -23045038.000000 Penalty: 6023.086426
	Iteration 142Q: 3 clusters Score -2.304504e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -23045002.000000 Penalty: 6023.086426
	Iteration 143Q: 3 clusters Score -2.3045e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -23045058.000000 Penalty: 6023.086426
	Iteration 144Q: 3 clusters Score -2.304506e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -23045092.000000 Penalty: 6023.086426
	Iteration 145Q: 3 clusters Score -2.304509e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -23045090.000000 Penalty: 6023.086426
	Iteration 146Q: 3 clusters Score -2.304509e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -23045136.000000 Penalty: 6023.086426
	Iteration 147Q: 3 clusters Score -2.304514e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 153095 members 
Entering Unmasked Estep 
Score: -23045132.000000 Penalty: 6023.086426
	Iteration 148Q: 3 clusters Score -2.304513e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -23045148.000000 Penalty: 6023.086426
	Iteration 149Q: 3 clusters Score -2.304515e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 153383 members 
Entering Unmasked Estep 
Score: -23045158.000000 Penalty: 6023.086426
	Iteration 150Q: 3 clusters Score -2.304516e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -23045106.000000 Penalty: 6023.086426
	Iteration 151Q: 3 clusters Score -2.304511e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 153636 members 
Entering Unmasked Estep 
Score: -23045094.000000 Penalty: 6023.086426
	Iteration 152Q: 3 clusters Score -2.304509e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -23045076.000000 Penalty: 6023.086426
	Iteration 153Q: 3 clusters Score -2.304508e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 153935 members 
Entering Unmasked Estep 
Score: -23045054.000000 Penalty: 6023.086426
	Iteration 154Q: 3 clusters Score -2.304505e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -23045066.000000 Penalty: 6023.086426
	Iteration 155Q: 3 clusters Score -2.304507e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -23045076.000000 Penalty: 6023.086426
	Iteration 156Q: 3 clusters Score -2.304508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -23045118.000000 Penalty: 6023.086426
	Iteration 157Q: 3 clusters Score -2.304512e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -23045144.000000 Penalty: 6023.086426
	Iteration 158Q: 3 clusters Score -2.304514e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -23045132.000000 Penalty: 6023.086426
	Iteration 159Q: 3 clusters Score -2.304513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -23045150.000000 Penalty: 6023.086426
	Iteration 160F: 3 clusters Score -2.304515e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 154626 members 
Entering Unmasked Estep 
Score: -23045134.000000 Penalty: 6023.086426
	Iteration 161Q: 3 clusters Score -2.304513e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -23045186.000000 Penalty: 6023.086426
	Iteration 162Q: 3 clusters Score -2.304519e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -23045162.000000 Penalty: 6023.086426
	Iteration 163Q: 3 clusters Score -2.304516e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 154827 members 
Entering Unmasked Estep 
Score: -23045142.000000 Penalty: 6023.086426
	Iteration 164Q: 3 clusters Score -2.304514e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 154899 members 
Entering Unmasked Estep 
Score: -23045178.000000 Penalty: 6023.086426
	Iteration 165Q: 3 clusters Score -2.304518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 154957 members 
Entering Unmasked Estep 
Score: -23045164.000000 Penalty: 6023.086426
	Iteration 166Q: 3 clusters Score -2.304516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -23045194.000000 Penalty: 6023.086426
	Iteration 167Q: 3 clusters Score -2.304519e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -23045210.000000 Penalty: 6023.086426
	Iteration 168Q: 3 clusters Score -2.304521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -23045216.000000 Penalty: 6023.086426
	Iteration 169Q: 3 clusters Score -2.304522e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 155253 members 
Entering Unmasked Estep 
Score: -23045244.000000 Penalty: 6023.086426
	Iteration 170Q: 3 clusters Score -2.304524e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 155343 members 
Entering Unmasked Estep 
Score: -23045218.000000 Penalty: 6023.086426
	Iteration 171Q: 3 clusters Score -2.304522e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 155435 members 
Entering Unmasked Estep 
Score: -23045240.000000 Penalty: 6023.086426
	Iteration 172Q: 3 clusters Score -2.304524e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -23045220.000000 Penalty: 6023.086426
	Iteration 173Q: 3 clusters Score -2.304522e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -23045200.000000 Penalty: 6023.086426
	Iteration 174Q: 3 clusters Score -2.30452e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -23045218.000000 Penalty: 6023.086426
	Iteration 175Q: 3 clusters Score -2.304522e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -23045216.000000 Penalty: 6023.086426
	Iteration 176Q: 3 clusters Score -2.304522e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -23045224.000000 Penalty: 6023.086426
	Iteration 177Q: 3 clusters Score -2.304522e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -23045188.000000 Penalty: 6023.086426
	Iteration 178Q: 3 clusters Score -2.304519e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -23045194.000000 Penalty: 6023.086426
	Iteration 179Q: 3 clusters Score -2.304519e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -23045162.000000 Penalty: 6023.086426
	Iteration 180F: 3 clusters Score -2.304516e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -23045200.000000 Penalty: 6023.086426
	Iteration 181Q: 3 clusters Score -2.30452e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 156281 members 
Entering Unmasked Estep 
Score: -23045162.000000 Penalty: 6023.086426
	Iteration 182Q: 3 clusters Score -2.304516e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 156381 members 
Entering Unmasked Estep 
Score: -23045180.000000 Penalty: 6023.086426
	Iteration 183Q: 3 clusters Score -2.304518e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -23045170.000000 Penalty: 6023.086426
	Iteration 184Q: 3 clusters Score -2.304517e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -23045150.000000 Penalty: 6023.086426
	Iteration 185Q: 3 clusters Score -2.304515e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 156662 members 
Entering Unmasked Estep 
Score: -23045144.000000 Penalty: 6023.086426
	Iteration 186Q: 3 clusters Score -2.304514e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 156746 members 
Entering Unmasked Estep 
Score: -23045136.000000 Penalty: 6023.086426
	Iteration 187Q: 3 clusters Score -2.304514e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -23045090.000000 Penalty: 6023.086426
	Iteration 188Q: 3 clusters Score -2.304509e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -23045120.000000 Penalty: 6023.086426
	Iteration 189Q: 3 clusters Score -2.304512e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -23045104.000000 Penalty: 6023.086426
	Iteration 190Q: 3 clusters Score -2.30451e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -23045132.000000 Penalty: 6023.086426
	Iteration 191Q: 3 clusters Score -2.304513e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -23045106.000000 Penalty: 6023.086426
	Iteration 192Q: 3 clusters Score -2.304511e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 157362 members 
Entering Unmasked Estep 
Score: -23045112.000000 Penalty: 6023.086426
	Iteration 193Q: 3 clusters Score -2.304511e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 157459 members 
Entering Unmasked Estep 
Score: -23045160.000000 Penalty: 6023.086426
	Iteration 194Q: 3 clusters Score -2.304516e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -23045144.000000 Penalty: 6023.086426
	Iteration 195Q: 3 clusters Score -2.304514e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -23045190.000000 Penalty: 6023.086426
	Iteration 196Q: 3 clusters Score -2.304519e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -23045132.000000 Penalty: 6023.086426
	Iteration 197Q: 3 clusters Score -2.304513e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -23045158.000000 Penalty: 6023.086426
	Iteration 198Q: 3 clusters Score -2.304516e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -23045126.000000 Penalty: 6023.086426
	Iteration 199Q: 3 clusters Score -2.304513e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 158159 members 
Entering Unmasked Estep 
Score: -23045152.000000 Penalty: 6023.086426
	Iteration 200F: 3 clusters Score -2.304515e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -23045140.000000 Penalty: 6023.086426
	Iteration 201Q: 3 clusters Score -2.304514e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -23045148.000000 Penalty: 6023.086426
	Iteration 202Q: 3 clusters Score -2.304515e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -23045154.000000 Penalty: 6023.086426
	Iteration 203Q: 3 clusters Score -2.304515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -23045082.000000 Penalty: 6023.086426
	Iteration 204Q: 3 clusters Score -2.304508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -23045092.000000 Penalty: 6023.086426
	Iteration 205Q: 3 clusters Score -2.304509e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -23045140.000000 Penalty: 6023.086426
	Iteration 206Q: 3 clusters Score -2.304514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 158750 members 
Entering Unmasked Estep 
Score: -23045156.000000 Penalty: 6023.086426
	Iteration 207Q: 3 clusters Score -2.304516e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 158834 members 
Entering Unmasked Estep 
Score: -23045176.000000 Penalty: 6023.086426
	Iteration 208Q: 3 clusters Score -2.304518e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -23045174.000000 Penalty: 6023.086426
	Iteration 209Q: 3 clusters Score -2.304517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 158971 members 
Entering Unmasked Estep 
Score: -23045152.000000 Penalty: 6023.086426
	Iteration 210Q: 3 clusters Score -2.304515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -23045166.000000 Penalty: 6023.086426
	Iteration 211Q: 3 clusters Score -2.304517e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -23045182.000000 Penalty: 6023.086426
	Iteration 212Q: 3 clusters Score -2.304518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -23045192.000000 Penalty: 6023.086426
	Iteration 213Q: 3 clusters Score -2.304519e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 159224 members 
Entering Unmasked Estep 
Score: -23045208.000000 Penalty: 6023.086426
	Iteration 214Q: 3 clusters Score -2.304521e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 159292 members 
Entering Unmasked Estep 
Score: -23045208.000000 Penalty: 6023.086426
	Iteration 215Q: 3 clusters Score -2.304521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -23045192.000000 Penalty: 6023.086426
	Iteration 216Q: 3 clusters Score -2.304519e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 159419 members 
Entering Unmasked Estep 
Score: -23045182.000000 Penalty: 6023.086426
	Iteration 217Q: 3 clusters Score -2.304518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -23045186.000000 Penalty: 6023.086426
	Iteration 218Q: 3 clusters Score -2.304519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -23045160.000000 Penalty: 6023.086426
	Iteration 219Q: 3 clusters Score -2.304516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -23045170.000000 Penalty: 6023.086426
	Iteration 220F: 3 clusters Score -2.304517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -23045164.000000 Penalty: 6023.086426
	Iteration 221Q: 3 clusters Score -2.304516e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -23045182.000000 Penalty: 6023.086426
	Iteration 222Q: 3 clusters Score -2.304518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 159698 members 
Entering Unmasked Estep 
Score: -23045174.000000 Penalty: 6023.086426
	Iteration 223Q: 3 clusters Score -2.304517e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -23045192.000000 Penalty: 6023.086426
	Iteration 224Q: 3 clusters Score -2.304519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -23045184.000000 Penalty: 6023.086426
	Iteration 225Q: 3 clusters Score -2.304518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 159802 members 
Entering Unmasked Estep 
Score: -23045202.000000 Penalty: 6023.086426
	Iteration 226Q: 3 clusters Score -2.30452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 159836 members 
Entering Unmasked Estep 
Score: -23045196.000000 Penalty: 6023.086426
	Iteration 227Q: 3 clusters Score -2.30452e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -23045204.000000 Penalty: 6023.086426
	Iteration 228Q: 3 clusters Score -2.30452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 159898 members 
Entering Unmasked Estep 
Score: -23045200.000000 Penalty: 6023.086426
	Iteration 229Q: 3 clusters Score -2.30452e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 159925 members 
Entering Unmasked Estep 
Score: -23045218.000000 Penalty: 6023.086426
	Iteration 230Q: 3 clusters Score -2.304522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 159952 members 
Entering Unmasked Estep 
Score: -23045226.000000 Penalty: 6023.086426
	Iteration 231Q: 3 clusters Score -2.304523e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 159991 members 
Entering Unmasked Estep 
Score: -23045246.000000 Penalty: 6023.086426
	Iteration 232Q: 3 clusters Score -2.304525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 160035 members 
Entering Unmasked Estep 
Score: -23045264.000000 Penalty: 6023.086426
	Iteration 233Q: 3 clusters Score -2.304526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 160081 members 
Entering Unmasked Estep 
Score: -23045240.000000 Penalty: 6023.086426
	Iteration 234Q: 3 clusters Score -2.304524e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -23045202.000000 Penalty: 6023.086426
	Iteration 235Q: 3 clusters Score -2.30452e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -23045202.000000 Penalty: 6023.086426
	Iteration 236Q: 3 clusters Score -2.30452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 160199 members 
Entering Unmasked Estep 
Score: -23045188.000000 Penalty: 6023.086426
	Iteration 237Q: 3 clusters Score -2.304519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -23045194.000000 Penalty: 6023.086426
	Iteration 238Q: 3 clusters Score -2.304519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -23045190.000000 Penalty: 6023.086426
	Iteration 239Q: 3 clusters Score -2.304519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -23045158.000000 Penalty: 6023.086426
	Iteration 240F: 3 clusters Score -2.304516e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 160383 members 
Entering Unmasked Estep 
Score: -23045158.000000 Penalty: 6023.086426
	Iteration 241Q: 3 clusters Score -2.304516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -23045156.000000 Penalty: 6023.086426
	Iteration 242Q: 3 clusters Score -2.304516e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -23045114.000000 Penalty: 6023.086426
	Iteration 243Q: 3 clusters Score -2.304511e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 160581 members 
Entering Unmasked Estep 
Score: -23045120.000000 Penalty: 6023.086426
	Iteration 244Q: 3 clusters Score -2.304512e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -23045100.000000 Penalty: 6023.086426
	Iteration 245Q: 3 clusters Score -2.30451e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -23045112.000000 Penalty: 6023.086426
	Iteration 246Q: 3 clusters Score -2.304511e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -23045086.000000 Penalty: 6023.086426
	Iteration 247Q: 3 clusters Score -2.304509e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 160837 members 
Entering Unmasked Estep 
Score: -23045074.000000 Penalty: 6023.086426
	Iteration 248Q: 3 clusters Score -2.304507e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 160889 members 
Entering Unmasked Estep 
Score: -23045102.000000 Penalty: 6023.086426
	Iteration 249Q: 3 clusters Score -2.30451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -23045090.000000 Penalty: 6023.086426
	Iteration 250Q: 3 clusters Score -2.304509e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -23045070.000000 Penalty: 6023.086426
	Iteration 251Q: 3 clusters Score -2.304507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -23045066.000000 Penalty: 6023.086426
	Iteration 252Q: 3 clusters Score -2.304507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -23045054.000000 Penalty: 6023.086426
	Iteration 253Q: 3 clusters Score -2.304505e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 161087 members 
Entering Unmasked Estep 
Score: -23045040.000000 Penalty: 6023.086426
	Iteration 254Q: 3 clusters Score -2.304504e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 161125 members 
Entering Unmasked Estep 
Score: -23045058.000000 Penalty: 6023.086426
	Iteration 255Q: 3 clusters Score -2.304506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -23045070.000000 Penalty: 6023.086426
	Iteration 256Q: 3 clusters Score -2.304507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 161187 members 
Entering Unmasked Estep 
Score: -23045036.000000 Penalty: 6023.086426
	Iteration 257Q: 3 clusters Score -2.304504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 161213 members 
Entering Unmasked Estep 
Score: -23045044.000000 Penalty: 6023.086426
	Iteration 258Q: 3 clusters Score -2.304504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -23045054.000000 Penalty: 6023.086426
	Iteration 259Q: 3 clusters Score -2.304505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 161247 members 
Entering Unmasked Estep 
Score: -23045064.000000 Penalty: 6023.086426
	Iteration 260F: 3 clusters Score -2.304506e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -23045068.000000 Penalty: 6023.086426
	Iteration 261Q: 3 clusters Score -2.304507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 161287 members 
Entering Unmasked Estep 
Score: -23045034.000000 Penalty: 6023.086426
	Iteration 262Q: 3 clusters Score -2.304503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 161311 members 
Entering Unmasked Estep 
Score: -23045044.000000 Penalty: 6023.086426
	Iteration 263Q: 3 clusters Score -2.304504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -23045056.000000 Penalty: 6023.086426
	Iteration 264Q: 3 clusters Score -2.304506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -23045062.000000 Penalty: 6023.086426
	Iteration 265Q: 3 clusters Score -2.304506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 161408 members 
Entering Unmasked Estep 
Score: -23045074.000000 Penalty: 6023.086426
	Iteration 266Q: 3 clusters Score -2.304507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 161444 members 
Entering Unmasked Estep 
Score: -23045082.000000 Penalty: 6023.086426
	Iteration 267Q: 3 clusters Score -2.304508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 161479 members 
Entering Unmasked Estep 
Score: -23045082.000000 Penalty: 6023.086426
	Iteration 268Q: 3 clusters Score -2.304508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 161505 members 
Entering Unmasked Estep 
Score: -23045072.000000 Penalty: 6023.086426
	Iteration 269Q: 3 clusters Score -2.304507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -23045094.000000 Penalty: 6023.086426
	Iteration 270Q: 3 clusters Score -2.304509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -23045080.000000 Penalty: 6023.086426
	Iteration 271Q: 3 clusters Score -2.304508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 161564 members 
Entering Unmasked Estep 
Score: -23045100.000000 Penalty: 6023.086426
	Iteration 272Q: 3 clusters Score -2.30451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 161579 members 
Entering Unmasked Estep 
Score: -23045070.000000 Penalty: 6023.086426
	Iteration 273Q: 3 clusters Score -2.304507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 161592 members 
Entering Unmasked Estep 
Score: -23045108.000000 Penalty: 6023.086426
	Iteration 274Q: 3 clusters Score -2.304511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -23045094.000000 Penalty: 6023.086426
	Iteration 275Q: 3 clusters Score -2.304509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -23045108.000000 Penalty: 6023.086426
	Iteration 276Q: 3 clusters Score -2.304511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -23045096.000000 Penalty: 6023.086426
	Iteration 277Q: 3 clusters Score -2.30451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -23045108.000000 Penalty: 6023.086426
	Iteration 278Q: 3 clusters Score -2.304511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -23045104.000000 Penalty: 6023.086426
	Iteration 279Q: 3 clusters Score -2.30451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -23045098.000000 Penalty: 6023.086426
	Iteration 280F: 3 clusters Score -2.30451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -23045092.000000 Penalty: 6023.086426
	Iteration 281Q: 3 clusters Score -2.304509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -23045092.000000 Penalty: 6023.086426
	Iteration 282F: 3 clusters Score -2.304509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227809 members 
Mstep: Class 4 contains 168021 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21106 members 
Mstep: Class 7 contains 102984 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93235 members 
Mstep: Class 10 contains 105831 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 162204 members 
Mstep: Class 15 contains 26198 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 58589 members 
Mstep: Class 18 contains 166794 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164445 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 161637 members 
Entering Unmasked Estep 
Score: -194738576.000000 Penalty: 92160.671875
Splitting cluster 15 changes total score from -194738816.000000 to -194738576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -1042880.812500 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -1042881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1036252.625000 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -1036253 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1038088.000000 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -1038088 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1038353.625000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -1038354 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1038528.000000 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -1038528 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1038634.125000 Penalty: 4473.453125
	Iteration 4Q: 3 clusters Score -1038634 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1038708.812500 Penalty: 4473.453125
	Iteration 5Q: 3 clusters Score -1038709 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1038770.437500 Penalty: 4473.453125
	Iteration 6Q: 3 clusters Score -1038770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1038827.562500 Penalty: 4473.453125
	Iteration 7Q: 3 clusters Score -1038828 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1038877.187500 Penalty: 4473.453125
	Iteration 8Q: 3 clusters Score -1038877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1038914.187500 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -1038914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1038947.562500 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -1038948 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1038988.312500 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -1038988 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1039017.375000 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -1039017 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1039053.687500 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -1039054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1039093.875000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -1039094 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1039139.812500 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -1039140 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1039193.500000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -1039194 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1039257.312500 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -1039257 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1039328.125000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -1039328 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1039409.187500 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -1039409 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1039513.500000 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -1039514 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1039617.625000 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -1039618 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1039740.500000 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -1039740 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1039859.312500 Penalty: 4473.453125
	Iteration 23Q: 3 clusters Score -1039859 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1040000.125000 Penalty: 4473.453125
	Iteration 24Q: 3 clusters Score -1040000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1040147.500000 Penalty: 4473.453125
	Iteration 25Q: 3 clusters Score -1040148 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1040295.937500 Penalty: 4473.453125
	Iteration 26Q: 3 clusters Score -1040296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1040434.625000 Penalty: 4473.453125
	Iteration 27Q: 3 clusters Score -1040435 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1040563.875000 Penalty: 4473.453125
	Iteration 28Q: 3 clusters Score -1040564 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1040646.312500 Penalty: 4473.453125
	Iteration 29Q: 3 clusters Score -1040646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1040706.937500 Penalty: 4473.453125
	Iteration 30Q: 3 clusters Score -1040707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1040751.625000 Penalty: 4473.453125
	Iteration 31Q: 3 clusters Score -1040752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1040782.375000 Penalty: 4473.453125
	Iteration 32Q: 3 clusters Score -1040782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1040806.125000 Penalty: 4473.453125
	Iteration 33Q: 3 clusters Score -1040806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1040816.062500 Penalty: 4473.453125
	Iteration 34Q: 3 clusters Score -1040816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1040822.437500 Penalty: 4473.453125
	Iteration 35Q: 3 clusters Score -1040822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1040827.375000 Penalty: 4473.453125
	Iteration 36Q: 3 clusters Score -1040827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1040828.375000 Penalty: 4473.453125
	Iteration 37Q: 3 clusters Score -1040828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1040835.250000 Penalty: 4473.453125
	Iteration 38Q: 3 clusters Score -1040835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1040847.500000 Penalty: 4473.453125
	Iteration 39Q: 3 clusters Score -1040848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1040854.812500 Penalty: 4473.453125
	Iteration 40F: 3 clusters Score -1040855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1040864.250000 Penalty: 4473.453125
	Iteration 41Q: 3 clusters Score -1040864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1040871.187500 Penalty: 4473.453125
	Iteration 42Q: 3 clusters Score -1040871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1040877.750000 Penalty: 4473.453125
	Iteration 43Q: 3 clusters Score -1040878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1040879.937500 Penalty: 4473.453125
	Iteration 44Q: 3 clusters Score -1040880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1040889.062500 Penalty: 4473.453125
	Iteration 45Q: 3 clusters Score -1040889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1040893.937500 Penalty: 4473.453125
	Iteration 46Q: 3 clusters Score -1040894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1040898.750000 Penalty: 4473.453125
	Iteration 47Q: 3 clusters Score -1040899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1040899.125000 Penalty: 4473.453125
	Iteration 48Q: 3 clusters Score -1040899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1040899.937500 Penalty: 4473.453125
	Iteration 49Q: 3 clusters Score -1040900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1040899.937500 Penalty: 4473.453125
	Iteration 50F: 3 clusters Score -1040900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Entering Unmasked Estep 
Score: -7275349.000000 Penalty: 2722.618896
	Iteration 0F: 2 clusters Score -7275349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7235869.500000 Penalty: 5445.237793
	Iteration 0F: 3 clusters Score -7235870 nChanged 27196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7250827.000000 Penalty: 5445.237793
	Iteration 1F: 3 clusters Score -7250827 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -7251540.000000 Penalty: 5445.237793
	Iteration 2Q: 3 clusters Score -7251540 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -7252201.000000 Penalty: 5445.237793
	Iteration 3Q: 3 clusters Score -7252201 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -7253093.500000 Penalty: 5445.237793
	Iteration 4Q: 3 clusters Score -7253094 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -7254425.500000 Penalty: 5445.237793
	Iteration 5Q: 3 clusters Score -7254426 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7256604.000000 Penalty: 5445.237793
	Iteration 6F: 3 clusters Score -7256604 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -7259758.000000 Penalty: 5445.237793
	Iteration 7F: 3 clusters Score -7259758 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -7263720.500000 Penalty: 5445.237793
	Iteration 8F: 3 clusters Score -7263720 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -7267391.000000 Penalty: 5445.237793
	Iteration 9F: 3 clusters Score -7267391 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -7270036.500000 Penalty: 5445.237793
	Iteration 10Q: 3 clusters Score -7270036 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -7271397.500000 Penalty: 5445.237793
	Iteration 11Q: 3 clusters Score -7271398 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -7272050.500000 Penalty: 5445.237793
	Iteration 12Q: 3 clusters Score -7272050 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7272410.000000 Penalty: 5445.237793
	Iteration 13Q: 3 clusters Score -7272410 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -7272644.500000 Penalty: 5445.237793
	Iteration 14Q: 3 clusters Score -7272644 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -7272786.000000 Penalty: 5445.237793
	Iteration 15Q: 3 clusters Score -7272786 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -7272914.500000 Penalty: 5445.237793
	Iteration 16Q: 3 clusters Score -7272914 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -7272972.000000 Penalty: 5445.237793
	Iteration 17Q: 3 clusters Score -7272972 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -7273013.500000 Penalty: 5445.237793
	Iteration 18Q: 3 clusters Score -7273014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7273051.000000 Penalty: 5445.237793
	Iteration 19Q: 3 clusters Score -7273051 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -7273085.500000 Penalty: 5445.237793
	Iteration 20F: 3 clusters Score -7273086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -7273086.000000 Penalty: 5445.237793
	Iteration 21Q: 3 clusters Score -7273086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -7273102.000000 Penalty: 5445.237793
	Iteration 22Q: 3 clusters Score -7273102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -7273103.500000 Penalty: 5445.237793
	Iteration 23Q: 3 clusters Score -7273104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -7273131.000000 Penalty: 5445.237793
	Iteration 24Q: 3 clusters Score -7273131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -7273142.500000 Penalty: 5445.237793
	Iteration 25Q: 3 clusters Score -7273142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -7273129.500000 Penalty: 5445.237793
	Iteration 26Q: 3 clusters Score -7273130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -7273132.500000 Penalty: 5445.237793
	Iteration 27Q: 3 clusters Score -7273132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -7273143.500000 Penalty: 5445.237793
	Iteration 28Q: 3 clusters Score -7273144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -7273154.000000 Penalty: 5445.237793
	Iteration 29Q: 3 clusters Score -7273154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -7273142.500000 Penalty: 5445.237793
	Iteration 30Q: 3 clusters Score -7273142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -7273160.500000 Penalty: 5445.237793
	Iteration 31Q: 3 clusters Score -7273160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -7273167.500000 Penalty: 5445.237793
	Iteration 32Q: 3 clusters Score -7273168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -7273160.500000 Penalty: 5445.237793
	Iteration 33Q: 3 clusters Score -7273160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7273158.500000 Penalty: 5445.237793
	Iteration 34Q: 3 clusters Score -7273158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -7273163.000000 Penalty: 5445.237793
	Iteration 35Q: 3 clusters Score -7273163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -7273167.500000 Penalty: 5445.237793
	Iteration 36Q: 3 clusters Score -7273168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -7273175.500000 Penalty: 5445.237793
	Iteration 37Q: 3 clusters Score -7273176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -7273180.000000 Penalty: 5445.237793
	Iteration 38Q: 3 clusters Score -7273180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -7273183.500000 Penalty: 5445.237793
	Iteration 39Q: 3 clusters Score -7273184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -7273188.500000 Penalty: 5445.237793
	Iteration 40F: 3 clusters Score -7273188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 56260 members 
Entering Unmasked Estep 
Score: -7273187.500000 Penalty: 5445.237793
	Iteration 41Q: 3 clusters Score -7273188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -7273191.500000 Penalty: 5445.237793
	Iteration 42Q: 3 clusters Score -7273192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -7273190.000000 Penalty: 5445.237793
	Iteration 43Q: 3 clusters Score -7273190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -7273183.500000 Penalty: 5445.237793
	Iteration 44Q: 3 clusters Score -7273184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -7273182.000000 Penalty: 5445.237793
	Iteration 45Q: 3 clusters Score -7273182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -7273178.000000 Penalty: 5445.237793
	Iteration 46Q: 3 clusters Score -7273178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7273181.500000 Penalty: 5445.237793
	Iteration 47Q: 3 clusters Score -7273182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -7273191.500000 Penalty: 5445.237793
	Iteration 48Q: 3 clusters Score -7273192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -7273184.500000 Penalty: 5445.237793
	Iteration 49Q: 3 clusters Score -7273184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -7273197.000000 Penalty: 5445.237793
	Iteration 50Q: 3 clusters Score -7273197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 56307 members 
Entering Unmasked Estep 
Score: -7273203.500000 Penalty: 5445.237793
	Iteration 51Q: 3 clusters Score -7273204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -7273214.000000 Penalty: 5445.237793
	Iteration 52Q: 3 clusters Score -7273214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7273204.500000 Penalty: 5445.237793
	Iteration 53Q: 3 clusters Score -7273204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -7273204.000000 Penalty: 5445.237793
	Iteration 54Q: 3 clusters Score -7273204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7273208.000000 Penalty: 5445.237793
	Iteration 55Q: 3 clusters Score -7273208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -7273207.000000 Penalty: 5445.237793
	Iteration 56Q: 3 clusters Score -7273207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7273213.500000 Penalty: 5445.237793
	Iteration 57Q: 3 clusters Score -7273214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -7273208.000000 Penalty: 5445.237793
	Iteration 58Q: 3 clusters Score -7273208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -7273205.500000 Penalty: 5445.237793
	Iteration 59Q: 3 clusters Score -7273206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -7273208.000000 Penalty: 5445.237793
	Iteration 60F: 3 clusters Score -7273208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -7273213.000000 Penalty: 5445.237793
	Iteration 61Q: 3 clusters Score -7273213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -7273213.500000 Penalty: 5445.237793
	Iteration 62Q: 3 clusters Score -7273214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -7273205.000000 Penalty: 5445.237793
	Iteration 63Q: 3 clusters Score -7273205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -7273208.500000 Penalty: 5445.237793
	Iteration 64Q: 3 clusters Score -7273208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -7273211.000000 Penalty: 5445.237793
	Iteration 65Q: 3 clusters Score -7273211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -7273207.000000 Penalty: 5445.237793
	Iteration 66Q: 3 clusters Score -7273207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -7273211.500000 Penalty: 5445.237793
	Iteration 67Q: 3 clusters Score -7273212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7273212.500000 Penalty: 5445.237793
	Iteration 68Q: 3 clusters Score -7273212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7273212.500000 Penalty: 5445.237793
	Iteration 69F: 3 clusters Score -7273212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166794 members 
Entering Unmasked Estep 
Score: -20478698.000000 Penalty: 2982.079834
	Iteration 0F: 2 clusters Score -2.04787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -20368978.000000 Penalty: 5964.159668
	Iteration 0F: 3 clusters Score -2.036898e+07 nChanged 79767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -20415726.000000 Penalty: 5964.159668
	Iteration 1F: 3 clusters Score -2.041573e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -20416880.000000 Penalty: 5964.159668
	Iteration 2Q: 3 clusters Score -2.041688e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -20418222.000000 Penalty: 5964.159668
	Iteration 3Q: 3 clusters Score -2.041822e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 94570 members 
Entering Unmasked Estep 
Score: -20420184.000000 Penalty: 5964.159668
	Iteration 4Q: 3 clusters Score -2.042018e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -20422988.000000 Penalty: 5964.159668
	Iteration 5Q: 3 clusters Score -2.042299e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -20428040.000000 Penalty: 5964.159668
	Iteration 6F: 3 clusters Score -2.042804e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -20436598.000000 Penalty: 5964.159668
	Iteration 7F: 3 clusters Score -2.04366e+07 nChanged 14011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 135031 members 
Entering Unmasked Estep 
Score: -20448234.000000 Penalty: 5964.159668
	Iteration 8F: 3 clusters Score -2.044823e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 148665 members 
Entering Unmasked Estep 
Score: -20460752.000000 Penalty: 5964.159668
	Iteration 9F: 3 clusters Score -2.046075e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -20469614.000000 Penalty: 5964.159668
	Iteration 10F: 3 clusters Score -2.046961e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -20473716.000000 Penalty: 5964.159668
	Iteration 11Q: 3 clusters Score -2.047372e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -20475334.000000 Penalty: 5964.159668
	Iteration 12Q: 3 clusters Score -2.047533e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 166066 members 
Entering Unmasked Estep 
Score: -20475942.000000 Penalty: 5964.159668
	Iteration 13Q: 3 clusters Score -2.047594e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -20476198.000000 Penalty: 5964.159668
	Iteration 14Q: 3 clusters Score -2.04762e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 166359 members 
Entering Unmasked Estep 
Score: -20476384.000000 Penalty: 5964.159668
	Iteration 15Q: 3 clusters Score -2.047638e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 166392 members 
Entering Unmasked Estep 
Score: -20476498.000000 Penalty: 5964.159668
	Iteration 16Q: 3 clusters Score -2.04765e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -20476578.000000 Penalty: 5964.159668
	Iteration 17Q: 3 clusters Score -2.047658e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -20476628.000000 Penalty: 5964.159668
	Iteration 18Q: 3 clusters Score -2.047663e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 166411 members 
Entering Unmasked Estep 
Score: -20476642.000000 Penalty: 5964.159668
	Iteration 19Q: 3 clusters Score -2.047664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -20476670.000000 Penalty: 5964.159668
	Iteration 20F: 3 clusters Score -2.047667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -20476708.000000 Penalty: 5964.159668
	Iteration 21Q: 3 clusters Score -2.047671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -20476718.000000 Penalty: 5964.159668
	Iteration 22Q: 3 clusters Score -2.047672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 166395 members 
Entering Unmasked Estep 
Score: -20476734.000000 Penalty: 5964.159668
	Iteration 23Q: 3 clusters Score -2.047673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -20476734.000000 Penalty: 5964.159668
	Iteration 24Q: 3 clusters Score -2.047673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -20476750.000000 Penalty: 5964.159668
	Iteration 25Q: 3 clusters Score -2.047675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -20476756.000000 Penalty: 5964.159668
	Iteration 26Q: 3 clusters Score -2.047676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -20476756.000000 Penalty: 5964.159668
	Iteration 27Q: 3 clusters Score -2.047676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -20476758.000000 Penalty: 5964.159668
	Iteration 28Q: 3 clusters Score -2.047676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 166381 members 
Entering Unmasked Estep 
Score: -20476756.000000 Penalty: 5964.159668
	Iteration 29Q: 3 clusters Score -2.047676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 166379 members 
Entering Unmasked Estep 
Score: -20476774.000000 Penalty: 5964.159668
	Iteration 30Q: 3 clusters Score -2.047677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -20476778.000000 Penalty: 5964.159668
	Iteration 31Q: 3 clusters Score -2.047678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -20476774.000000 Penalty: 5964.159668
	Iteration 32Q: 3 clusters Score -2.047677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -20476786.000000 Penalty: 5964.159668
	Iteration 33Q: 3 clusters Score -2.047679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -20476778.000000 Penalty: 5964.159668
	Iteration 34Q: 3 clusters Score -2.047678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -20476778.000000 Penalty: 5964.159668
	Iteration 35Q: 3 clusters Score -2.047678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 166375 members 
Entering Unmasked Estep 
Score: -20476780.000000 Penalty: 5964.159668
	Iteration 36Q: 3 clusters Score -2.047678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -20476790.000000 Penalty: 5964.159668
	Iteration 37Q: 3 clusters Score -2.047679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -20476790.000000 Penalty: 5964.159668
	Iteration 38F: 3 clusters Score -2.047679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Entering Unmasked Estep 
Score: -1459872.250000 Penalty: 2329.958252
	Iteration 0F: 2 clusters Score -1459872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1450921.875000 Penalty: 4659.916504
	Iteration 0F: 3 clusters Score -1450922 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1453643.625000 Penalty: 4659.916504
	Iteration 1F: 3 clusters Score -1453644 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1454027.250000 Penalty: 4659.916504
	Iteration 2F: 3 clusters Score -1454027 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1454439.000000 Penalty: 4659.916504
	Iteration 3F: 3 clusters Score -1454439 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1454969.500000 Penalty: 4659.916504
	Iteration 4F: 3 clusters Score -1454970 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1455630.500000 Penalty: 4659.916504
	Iteration 5F: 3 clusters Score -1455630 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1456312.125000 Penalty: 4659.916504
	Iteration 6F: 3 clusters Score -1456312 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1456987.500000 Penalty: 4659.916504
	Iteration 7F: 3 clusters Score -1456988 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1457582.375000 Penalty: 4659.916504
	Iteration 8F: 3 clusters Score -1457582 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1457984.000000 Penalty: 4659.916504
	Iteration 9Q: 3 clusters Score -1457984 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1458234.250000 Penalty: 4659.916504
	Iteration 10Q: 3 clusters Score -1458234 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1458393.250000 Penalty: 4659.916504
	Iteration 11Q: 3 clusters Score -1458393 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1458490.625000 Penalty: 4659.916504
	Iteration 12Q: 3 clusters Score -1458491 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1458534.250000 Penalty: 4659.916504
	Iteration 13Q: 3 clusters Score -1458534 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1458563.625000 Penalty: 4659.916504
	Iteration 14Q: 3 clusters Score -1458564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1458591.375000 Penalty: 4659.916504
	Iteration 15Q: 3 clusters Score -1458591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1458611.000000 Penalty: 4659.916504
	Iteration 16Q: 3 clusters Score -1458611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1458621.000000 Penalty: 4659.916504
	Iteration 17Q: 3 clusters Score -1458621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1458631.500000 Penalty: 4659.916504
	Iteration 18Q: 3 clusters Score -1458632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1458637.625000 Penalty: 4659.916504
	Iteration 19Q: 3 clusters Score -1458638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1458641.000000 Penalty: 4659.916504
	Iteration 20F: 3 clusters Score -1458641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1458647.625000 Penalty: 4659.916504
	Iteration 21Q: 3 clusters Score -1458648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1458649.000000 Penalty: 4659.916504
	Iteration 22Q: 3 clusters Score -1458649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1458651.875000 Penalty: 4659.916504
	Iteration 23Q: 3 clusters Score -1458652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1458650.750000 Penalty: 4659.916504
	Iteration 24Q: 3 clusters Score -1458651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1458649.500000 Penalty: 4659.916504
	Iteration 25Q: 3 clusters Score -1458650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1458650.250000 Penalty: 4659.916504
	Iteration 26Q: 3 clusters Score -1458650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1458649.250000 Penalty: 4659.916504
	Iteration 27Q: 3 clusters Score -1458649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1458649.875000 Penalty: 4659.916504
	Iteration 28Q: 3 clusters Score -1458650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1458650.875000 Penalty: 4659.916504
	Iteration 29Q: 3 clusters Score -1458651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1458650.875000 Penalty: 4659.916504
	Iteration 30F: 3 clusters Score -1458651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -1665492.250000 Penalty: 2377.506348
	Iteration 0F: 2 clusters Score -1665492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1654902.500000 Penalty: 4755.012695
	Iteration 0F: 3 clusters Score -1654902 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1658724.250000 Penalty: 4755.012695
	Iteration 1F: 3 clusters Score -1658724 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1659623.625000 Penalty: 4755.012695
	Iteration 2F: 3 clusters Score -1659624 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1660241.125000 Penalty: 4755.012695
	Iteration 3F: 3 clusters Score -1660241 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1660660.000000 Penalty: 4755.012695
	Iteration 4F: 3 clusters Score -1660660 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1661012.750000 Penalty: 4755.012695
	Iteration 5F: 3 clusters Score -1661013 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1661317.750000 Penalty: 4755.012695
	Iteration 6Q: 3 clusters Score -1661318 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1661658.750000 Penalty: 4755.012695
	Iteration 7Q: 3 clusters Score -1661659 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1662052.250000 Penalty: 4755.012695
	Iteration 8Q: 3 clusters Score -1662052 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1662496.000000 Penalty: 4755.012695
	Iteration 9Q: 3 clusters Score -1662496 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1663069.250000 Penalty: 4755.012695
	Iteration 10F: 3 clusters Score -1663069 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1663684.250000 Penalty: 4755.012695
	Iteration 11F: 3 clusters Score -1663684 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1664255.750000 Penalty: 4755.012695
	Iteration 12Q: 3 clusters Score -1664256 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1664703.875000 Penalty: 4755.012695
	Iteration 13Q: 3 clusters Score -1664704 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1665027.250000 Penalty: 4755.012695
	Iteration 14Q: 3 clusters Score -1665027 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1665290.500000 Penalty: 4755.012695
	Iteration 15Q: 3 clusters Score -1665290 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1665507.875000 Penalty: 4755.012695
	Iteration 16Q: 3 clusters Score -1665508 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1665704.875000 Penalty: 4755.012695
	Iteration 17Q: 3 clusters Score -1665705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1665876.750000 Penalty: 4755.012695
	Iteration 18Q: 3 clusters Score -1665877 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1666002.875000 Penalty: 4755.012695
	Iteration 19Q: 3 clusters Score -1666003 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1666118.500000 Penalty: 4755.012695
	Iteration 20F: 3 clusters Score -1666118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1666176.875000 Penalty: 4755.012695
	Iteration 21Q: 3 clusters Score -1666177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1666212.625000 Penalty: 4755.012695
	Iteration 22Q: 3 clusters Score -1666213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1666231.875000 Penalty: 4755.012695
	Iteration 23Q: 3 clusters Score -1666232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1666239.125000 Penalty: 4755.012695
	Iteration 24Q: 3 clusters Score -1666239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1666244.250000 Penalty: 4755.012695
	Iteration 25Q: 3 clusters Score -1666244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1666245.000000 Penalty: 4755.012695
	Iteration 26Q: 3 clusters Score -1666245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1666246.000000 Penalty: 4755.012695
	Iteration 27Q: 3 clusters Score -1666246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1666246.000000 Penalty: 4755.012695
	Iteration 28F: 3 clusters Score -1666246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227809 members 
Mstep: Class 4 contains 168021 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21106 members 
Mstep: Class 7 contains 102984 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93235 members 
Mstep: Class 10 contains 105831 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 162204 members 
Mstep: Class 15 contains 187835 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 58589 members 
Mstep: Class 18 contains 166794 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 1015 members 
Mstep: Class 21 contains 164445 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 13555 members 
Entering Unmasked Estep 
Score: -194738048.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194738816.000000 to -194738048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Entering Unmasked Estep 
Score: -20343858.000000 Penalty: 2978.562012
	Iteration 0F: 2 clusters Score -2.034386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -20235136.000000 Penalty: 5957.124023
	Iteration 0F: 3 clusters Score -2.023514e+07 nChanged 78771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -20282782.000000 Penalty: 5957.124023
	Iteration 1F: 3 clusters Score -2.028278e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -20285184.000000 Penalty: 5957.124023
	Iteration 2Q: 3 clusters Score -2.028518e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -20288736.000000 Penalty: 5957.124023
	Iteration 3Q: 3 clusters Score -2.028874e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 94162 members 
Entering Unmasked Estep 
Score: -20293974.000000 Penalty: 5957.124023
	Iteration 4F: 3 clusters Score -2.029397e+07 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -20301322.000000 Penalty: 5957.124023
	Iteration 5F: 3 clusters Score -2.030132e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -20310122.000000 Penalty: 5957.124023
	Iteration 6F: 3 clusters Score -2.031012e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -20319208.000000 Penalty: 5957.124023
	Iteration 7F: 3 clusters Score -2.031921e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -20325534.000000 Penalty: 5957.124023
	Iteration 8F: 3 clusters Score -2.032553e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -20328866.000000 Penalty: 5957.124023
	Iteration 9Q: 3 clusters Score -2.032887e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -20330982.000000 Penalty: 5957.124023
	Iteration 10Q: 3 clusters Score -2.033098e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 130564 members 
Entering Unmasked Estep 
Score: -20332400.000000 Penalty: 5957.124023
	Iteration 11Q: 3 clusters Score -2.03324e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -20333598.000000 Penalty: 5957.124023
	Iteration 12Q: 3 clusters Score -2.03336e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 135938 members 
Entering Unmasked Estep 
Score: -20334670.000000 Penalty: 5957.124023
	Iteration 13Q: 3 clusters Score -2.033467e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 138350 members 
Entering Unmasked Estep 
Score: -20335576.000000 Penalty: 5957.124023
	Iteration 14Q: 3 clusters Score -2.033558e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -20336346.000000 Penalty: 5957.124023
	Iteration 15Q: 3 clusters Score -2.033635e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -20337092.000000 Penalty: 5957.124023
	Iteration 16Q: 3 clusters Score -2.033709e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 144438 members 
Entering Unmasked Estep 
Score: -20337694.000000 Penalty: 5957.124023
	Iteration 17Q: 3 clusters Score -2.033769e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -20338262.000000 Penalty: 5957.124023
	Iteration 18Q: 3 clusters Score -2.033826e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -20338764.000000 Penalty: 5957.124023
	Iteration 19Q: 3 clusters Score -2.033876e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 149415 members 
Entering Unmasked Estep 
Score: -20339222.000000 Penalty: 5957.124023
	Iteration 20F: 3 clusters Score -2.033922e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 150883 members 
Entering Unmasked Estep 
Score: -20339780.000000 Penalty: 5957.124023
	Iteration 21Q: 3 clusters Score -2.033978e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 152200 members 
Entering Unmasked Estep 
Score: -20340210.000000 Penalty: 5957.124023
	Iteration 22Q: 3 clusters Score -2.034021e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -20340560.000000 Penalty: 5957.124023
	Iteration 23Q: 3 clusters Score -2.034056e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -20340842.000000 Penalty: 5957.124023
	Iteration 24Q: 3 clusters Score -2.034084e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -20341098.000000 Penalty: 5957.124023
	Iteration 25Q: 3 clusters Score -2.03411e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 156303 members 
Entering Unmasked Estep 
Score: -20341336.000000 Penalty: 5957.124023
	Iteration 26Q: 3 clusters Score -2.034134e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 157109 members 
Entering Unmasked Estep 
Score: -20341654.000000 Penalty: 5957.124023
	Iteration 27Q: 3 clusters Score -2.034165e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -20341886.000000 Penalty: 5957.124023
	Iteration 28Q: 3 clusters Score -2.034189e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -20341978.000000 Penalty: 5957.124023
	Iteration 29Q: 3 clusters Score -2.034198e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -20342132.000000 Penalty: 5957.124023
	Iteration 30Q: 3 clusters Score -2.034213e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 159366 members 
Entering Unmasked Estep 
Score: -20342284.000000 Penalty: 5957.124023
	Iteration 31Q: 3 clusters Score -2.034228e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 159721 members 
Entering Unmasked Estep 
Score: -20342342.000000 Penalty: 5957.124023
	Iteration 32Q: 3 clusters Score -2.034234e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 160018 members 
Entering Unmasked Estep 
Score: -20342470.000000 Penalty: 5957.124023
	Iteration 33Q: 3 clusters Score -2.034247e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -20342474.000000 Penalty: 5957.124023
	Iteration 34Q: 3 clusters Score -2.034247e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -20342524.000000 Penalty: 5957.124023
	Iteration 35Q: 3 clusters Score -2.034252e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -20342542.000000 Penalty: 5957.124023
	Iteration 36Q: 3 clusters Score -2.034254e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -20342596.000000 Penalty: 5957.124023
	Iteration 37Q: 3 clusters Score -2.03426e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 160903 members 
Entering Unmasked Estep 
Score: -20342650.000000 Penalty: 5957.124023
	Iteration 38Q: 3 clusters Score -2.034265e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 161005 members 
Entering Unmasked Estep 
Score: -20342642.000000 Penalty: 5957.124023
	Iteration 39Q: 3 clusters Score -2.034264e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -20342638.000000 Penalty: 5957.124023
	Iteration 40F: 3 clusters Score -2.034264e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 161171 members 
Entering Unmasked Estep 
Score: -20342640.000000 Penalty: 5957.124023
	Iteration 41Q: 3 clusters Score -2.034264e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 161248 members 
Entering Unmasked Estep 
Score: -20342636.000000 Penalty: 5957.124023
	Iteration 42Q: 3 clusters Score -2.034264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 161292 members 
Entering Unmasked Estep 
Score: -20342616.000000 Penalty: 5957.124023
	Iteration 43Q: 3 clusters Score -2.034262e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 161335 members 
Entering Unmasked Estep 
Score: -20342620.000000 Penalty: 5957.124023
	Iteration 44Q: 3 clusters Score -2.034262e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -20342650.000000 Penalty: 5957.124023
	Iteration 45Q: 3 clusters Score -2.034265e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 161427 members 
Entering Unmasked Estep 
Score: -20342648.000000 Penalty: 5957.124023
	Iteration 46Q: 3 clusters Score -2.034265e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 161470 members 
Entering Unmasked Estep 
Score: -20342676.000000 Penalty: 5957.124023
	Iteration 47Q: 3 clusters Score -2.034268e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -20342690.000000 Penalty: 5957.124023
	Iteration 48Q: 3 clusters Score -2.034269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -20342682.000000 Penalty: 5957.124023
	Iteration 49Q: 3 clusters Score -2.034268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 161572 members 
Entering Unmasked Estep 
Score: -20342698.000000 Penalty: 5957.124023
	Iteration 50Q: 3 clusters Score -2.03427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -20342722.000000 Penalty: 5957.124023
	Iteration 51Q: 3 clusters Score -2.034272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 161615 members 
Entering Unmasked Estep 
Score: -20342728.000000 Penalty: 5957.124023
	Iteration 52Q: 3 clusters Score -2.034273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 161619 members 
Entering Unmasked Estep 
Score: -20342736.000000 Penalty: 5957.124023
	Iteration 53Q: 3 clusters Score -2.034274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 161625 members 
Entering Unmasked Estep 
Score: -20342724.000000 Penalty: 5957.124023
	Iteration 54Q: 3 clusters Score -2.034272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -20342728.000000 Penalty: 5957.124023
	Iteration 55Q: 3 clusters Score -2.034273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 161632 members 
Entering Unmasked Estep 
Score: -20342728.000000 Penalty: 5957.124023
	Iteration 56Q: 3 clusters Score -2.034273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -20342718.000000 Penalty: 5957.124023
	Iteration 57Q: 3 clusters Score -2.034272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -20342718.000000 Penalty: 5957.124023
	Iteration 58F: 3 clusters Score -2.034272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -330495.531250 Penalty: 1958.252808
	Iteration 0F: 2 clusters Score -330495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -327455.468750 Penalty: 3916.505615
	Iteration 0F: 3 clusters Score -327455.5 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -328084.093750 Penalty: 3916.505615
	Iteration 1F: 3 clusters Score -328084.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -328210.875000 Penalty: 3916.505615
	Iteration 2F: 3 clusters Score -328210.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -328302.500000 Penalty: 3916.505615
	Iteration 3Q: 3 clusters Score -328302.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -328356.687500 Penalty: 3916.505615
	Iteration 4Q: 3 clusters Score -328356.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -328397.312500 Penalty: 3916.505615
	Iteration 5Q: 3 clusters Score -328397.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -328426.125000 Penalty: 3916.505615
	Iteration 6Q: 3 clusters Score -328426.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -328445.437500 Penalty: 3916.505615
	Iteration 7Q: 3 clusters Score -328445.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -328471.531250 Penalty: 3916.505615
	Iteration 8Q: 3 clusters Score -328471.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -328491.406250 Penalty: 3916.505615
	Iteration 9Q: 3 clusters Score -328491.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -328510.593750 Penalty: 3916.505615
	Iteration 10Q: 3 clusters Score -328510.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -328527.781250 Penalty: 3916.505615
	Iteration 11Q: 3 clusters Score -328527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -328538.437500 Penalty: 3916.505615
	Iteration 12Q: 3 clusters Score -328538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -328544.093750 Penalty: 3916.505615
	Iteration 13Q: 3 clusters Score -328544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -328550.968750 Penalty: 3916.505615
	Iteration 14Q: 3 clusters Score -328551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -328553.187500 Penalty: 3916.505615
	Iteration 15Q: 3 clusters Score -328553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -328558.500000 Penalty: 3916.505615
	Iteration 16Q: 3 clusters Score -328558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -328562.406250 Penalty: 3916.505615
	Iteration 17Q: 3 clusters Score -328562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -328569.656250 Penalty: 3916.505615
	Iteration 18Q: 3 clusters Score -328569.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -328579.031250 Penalty: 3916.505615
	Iteration 19Q: 3 clusters Score -328579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -328584.343750 Penalty: 3916.505615
	Iteration 20F: 3 clusters Score -328584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -328588.625000 Penalty: 3916.505615
	Iteration 21Q: 3 clusters Score -328588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -328591.500000 Penalty: 3916.505615
	Iteration 22Q: 3 clusters Score -328591.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -328593.718750 Penalty: 3916.505615
	Iteration 23Q: 3 clusters Score -328593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -328598.281250 Penalty: 3916.505615
	Iteration 24Q: 3 clusters Score -328598.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -328603.031250 Penalty: 3916.505615
	Iteration 25Q: 3 clusters Score -328603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -328607.906250 Penalty: 3916.505615
	Iteration 26Q: 3 clusters Score -328607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -328609.437500 Penalty: 3916.505615
	Iteration 27Q: 3 clusters Score -328609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -328612.906250 Penalty: 3916.505615
	Iteration 28Q: 3 clusters Score -328612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -328616.593750 Penalty: 3916.505615
	Iteration 29Q: 3 clusters Score -328616.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -328620.281250 Penalty: 3916.505615
	Iteration 30Q: 3 clusters Score -328620.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -328623.500000 Penalty: 3916.505615
	Iteration 31Q: 3 clusters Score -328623.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -328624.562500 Penalty: 3916.505615
	Iteration 32Q: 3 clusters Score -328624.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -328628.593750 Penalty: 3916.505615
	Iteration 33Q: 3 clusters Score -328628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -328630.968750 Penalty: 3916.505615
	Iteration 34Q: 3 clusters Score -328631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -328633.625000 Penalty: 3916.505615
	Iteration 35Q: 3 clusters Score -328633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -328636.312500 Penalty: 3916.505615
	Iteration 36Q: 3 clusters Score -328636.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -328638.468750 Penalty: 3916.505615
	Iteration 37Q: 3 clusters Score -328638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -328639.156250 Penalty: 3916.505615
	Iteration 38Q: 3 clusters Score -328639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -328641.125000 Penalty: 3916.505615
	Iteration 39Q: 3 clusters Score -328641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -328641.937500 Penalty: 3916.505615
	Iteration 40F: 3 clusters Score -328641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72784.679688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72784.68 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73022.828125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73022.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73119.273438 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73119.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73158.242188 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73158.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -73202.484375 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73202.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73228.320312 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73228.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73250.765625 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73250.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73268.070312 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73268.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73276.796875 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73280.898438 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -73280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73283.382812 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -73283.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -73284.734375 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -73284.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73289.562500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -73289.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73294.429688 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -73294.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73297.406250 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -73297.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73300.515625 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -73300.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73305.789062 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -73305.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73308.515625 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -73308.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73311.664062 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -73311.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73311.664062 Penalty: 3219.398926
	Iteration 19F: 3 clusters Score -73311.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74366.781250 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74366.78 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74629.867188 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74629.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74706.617188 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74706.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74753.273438 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74753.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74792.921875 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74792.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74830.359375 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74830.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74874.921875 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74874.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74916.031250 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74916.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74960.031250 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74960.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75010.562500 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -75010.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75065.179688 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -75065.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -75144.140625 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -75144.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75254.546875 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -75254.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75452.054688 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -75452.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75537.789062 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -75537.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75563.859375 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -75563.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75587.312500 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -75587.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75611.929688 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -75611.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75623.320312 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -75623.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -75634.617188 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -75634.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75649.156250 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -75649.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75663.742188 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -75663.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75670.281250 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -75670.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75670.281250 Penalty: 3252.162109
	Iteration 23F: 3 clusters Score -75670.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 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 362 members 
Entering Unmasked Estep 
Score: -75940.882812 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75940.88 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76177.015625 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76177.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76261.632812 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76261.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -76298.671875 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76298.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76329.406250 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76329.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76357.273438 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76357.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76384.210938 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76384.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76408.085938 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76408.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76430.429688 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76430.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76450.843750 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76450.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76468.890625 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -76468.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76503.757812 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -76503.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76530.695312 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -76530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76541.203125 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -76541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76547.328125 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -76547.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76551.750000 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -76551.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76551.750000 Penalty: 3250.043945
	Iteration 16F: 3 clusters Score -76551.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90913 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227809 members 
Mstep: Class 4 contains 168021 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21106 members 
Mstep: Class 7 contains 102984 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93235 members 
Mstep: Class 10 contains 105831 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 162204 members 
Mstep: Class 15 contains 187835 members 
Mstep: Class 16 contains 8259 members 
Mstep: Class 17 contains 58589 members 
Mstep: Class 18 contains 166794 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164445 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738944.000000 Penalty: 88616.031250
Iteration 239Q: 26 clusters Score -1.947389e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227831 members 
Mstep: Class 4 contains 168020 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21119 members 
Mstep: Class 7 contains 103001 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93270 members 
Mstep: Class 10 contains 105834 members 
Mstep: Class 11 contains 3585 members 
Mstep: Class 12 contains 3849 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 162209 members 
Mstep: Class 15 contains 187793 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 58592 members 
Mstep: Class 18 contains 166793 members 
Mstep: Class 19 contains 12027 members 
Mstep: Class 20 contains 14569 members 
Mstep: Class 21 contains 164454 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739008.000000 Penalty: 88616.031250
Iteration 240F: 26 clusters Score -1.94739e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227858 members 
Mstep: Class 4 contains 168009 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21131 members 
Mstep: Class 7 contains 103010 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93294 members 
Mstep: Class 10 contains 105841 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3834 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 162211 members 
Mstep: Class 15 contains 187753 members 
Mstep: Class 16 contains 8183 members 
Mstep: Class 17 contains 58598 members 
Mstep: Class 18 contains 166800 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 14568 members 
Mstep: Class 21 contains 164467 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739120.000000 Penalty: 88616.031250
Iteration 241Q: 26 clusters Score -1.947391e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227870 members 
Mstep: Class 4 contains 168016 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21145 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93317 members 
Mstep: Class 10 contains 105851 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3810 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 162221 members 
Mstep: Class 15 contains 187726 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 17 contains 58594 members 
Mstep: Class 18 contains 166799 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 164466 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738960.000000 Penalty: 88616.031250
Iteration 242Q: 26 clusters Score -1.94739e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227888 members 
Mstep: Class 4 contains 168014 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21170 members 
Mstep: Class 7 contains 103021 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93337 members 
Mstep: Class 10 contains 105854 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3792 members 
Mstep: Class 13 contains 6518 members 
Mstep: Class 14 contains 162227 members 
Mstep: Class 15 contains 187701 members 
Mstep: Class 16 contains 8119 members 
Mstep: Class 17 contains 58594 members 
Mstep: Class 18 contains 166799 members 
Mstep: Class 19 contains 12026 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164469 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738944.000000 Penalty: 88616.031250
Iteration 243Q: 26 clusters Score -1.947389e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90865 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227891 members 
Mstep: Class 4 contains 168025 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21189 members 
Mstep: Class 7 contains 103041 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93358 members 
Mstep: Class 10 contains 105863 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 6520 members 
Mstep: Class 14 contains 162227 members 
Mstep: Class 15 contains 187677 members 
Mstep: Class 16 contains 8087 members 
Mstep: Class 17 contains 58595 members 
Mstep: Class 18 contains 166799 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 14576 members 
Mstep: Class 21 contains 164468 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738976.000000 Penalty: 88616.031250
Iteration 244Q: 26 clusters Score -1.94739e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227879 members 
Mstep: Class 4 contains 168025 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21202 members 
Mstep: Class 7 contains 103056 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93376 members 
Mstep: Class 10 contains 105879 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 162237 members 
Mstep: Class 15 contains 187669 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 58592 members 
Mstep: Class 18 contains 166794 members 
Mstep: Class 19 contains 12024 members 
Mstep: Class 20 contains 14578 members 
Mstep: Class 21 contains 164482 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739408.000000 Penalty: 88616.031250
Iteration 245Q: 26 clusters Score -1.947394e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90848 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 227881 members 
Mstep: Class 4 contains 168025 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21218 members 
Mstep: Class 7 contains 103069 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93389 members 
Mstep: Class 10 contains 105885 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3741 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 162238 members 
Mstep: Class 15 contains 187652 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 58591 members 
Mstep: Class 18 contains 166799 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 164493 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739472.000000 Penalty: 88616.031250
Iteration 246Q: 26 clusters Score -1.947395e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90842 members 
Mstep: Class 2 contains 1066 members 
Mstep: Class 3 contains 227885 members 
Mstep: Class 4 contains 168026 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21228 members 
Mstep: Class 7 contains 103076 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93413 members 
Mstep: Class 10 contains 105893 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 162232 members 
Mstep: Class 15 contains 187632 members 
Mstep: Class 16 contains 8003 members 
Mstep: Class 17 contains 58587 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 14584 members 
Mstep: Class 21 contains 164490 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739312.000000 Penalty: 88616.031250
Iteration 247Q: 26 clusters Score -1.947393e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 1067 members 
Mstep: Class 3 contains 227887 members 
Mstep: Class 4 contains 168030 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21246 members 
Mstep: Class 7 contains 103081 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93429 members 
Mstep: Class 10 contains 105904 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3709 members 
Mstep: Class 13 contains 6529 members 
Mstep: Class 14 contains 162223 members 
Mstep: Class 15 contains 187621 members 
Mstep: Class 16 contains 7981 members 
Mstep: Class 17 contains 58589 members 
Mstep: Class 18 contains 166813 members 
Mstep: Class 19 contains 12024 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164488 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739248.000000 Penalty: 88616.031250
Iteration 248Q: 26 clusters Score -1.947392e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227894 members 
Mstep: Class 4 contains 168033 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21276 members 
Mstep: Class 7 contains 103085 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 93446 members 
Mstep: Class 10 contains 105926 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3693 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 162215 members 
Mstep: Class 15 contains 187603 members 
Mstep: Class 16 contains 7950 members 
Mstep: Class 17 contains 58588 members 
Mstep: Class 18 contains 166819 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 20 contains 14593 members 
Mstep: Class 21 contains 164476 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739184.000000 Penalty: 88616.031250
Iteration 249Q: 26 clusters Score -1.947392e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227894 members 
Mstep: Class 4 contains 168032 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21304 members 
Mstep: Class 7 contains 103091 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 93468 members 
Mstep: Class 10 contains 105933 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 162209 members 
Mstep: Class 15 contains 187590 members 
Mstep: Class 16 contains 7929 members 
Mstep: Class 17 contains 58581 members 
Mstep: Class 18 contains 166823 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164467 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739232.000000 Penalty: 88616.031250
Iteration 250Q: 26 clusters Score -1.947392e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227912 members 
Mstep: Class 4 contains 168040 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21326 members 
Mstep: Class 7 contains 103094 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 93481 members 
Mstep: Class 10 contains 105944 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3671 members 
Mstep: Class 13 contains 6538 members 
Mstep: Class 14 contains 162207 members 
Mstep: Class 15 contains 187566 members 
Mstep: Class 16 contains 7911 members 
Mstep: Class 17 contains 58569 members 
Mstep: Class 18 contains 166832 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14589 members 
Mstep: Class 21 contains 164456 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739136.000000 Penalty: 88616.031250
Iteration 251Q: 26 clusters Score -1.947391e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227922 members 
Mstep: Class 4 contains 168040 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21345 members 
Mstep: Class 7 contains 103098 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 93493 members 
Mstep: Class 10 contains 105948 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3660 members 
Mstep: Class 13 contains 6542 members 
Mstep: Class 14 contains 162212 members 
Mstep: Class 15 contains 187555 members 
Mstep: Class 16 contains 7886 members 
Mstep: Class 17 contains 58557 members 
Mstep: Class 18 contains 166834 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164455 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739280.000000 Penalty: 88616.031250
Iteration 252Q: 26 clusters Score -1.947393e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90808 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227931 members 
Mstep: Class 4 contains 168034 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21374 members 
Mstep: Class 7 contains 103102 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93498 members 
Mstep: Class 10 contains 105955 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3654 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 162209 members 
Mstep: Class 15 contains 187554 members 
Mstep: Class 16 contains 7867 members 
Mstep: Class 17 contains 58552 members 
Mstep: Class 18 contains 166831 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164446 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 253Q: 26 clusters Score -1.947395e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227924 members 
Mstep: Class 4 contains 168035 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21391 members 
Mstep: Class 7 contains 103109 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93506 members 
Mstep: Class 10 contains 105958 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3653 members 
Mstep: Class 13 contains 6557 members 
Mstep: Class 14 contains 162218 members 
Mstep: Class 15 contains 187554 members 
Mstep: Class 16 contains 7846 members 
Mstep: Class 17 contains 58546 members 
Mstep: Class 18 contains 166835 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 14582 members 
Mstep: Class 21 contains 164432 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739520.000000 Penalty: 88616.031250
Iteration 254Q: 26 clusters Score -1.947395e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227932 members 
Mstep: Class 4 contains 168031 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21417 members 
Mstep: Class 7 contains 103113 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93515 members 
Mstep: Class 10 contains 105962 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 162221 members 
Mstep: Class 15 contains 187547 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 17 contains 58545 members 
Mstep: Class 18 contains 166836 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 14585 members 
Mstep: Class 21 contains 164425 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739520.000000 Penalty: 88616.031250
Iteration 255Q: 26 clusters Score -1.947395e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227933 members 
Mstep: Class 4 contains 168031 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21458 members 
Mstep: Class 7 contains 103118 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93526 members 
Mstep: Class 10 contains 105967 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3625 members 
Mstep: Class 13 contains 6563 members 
Mstep: Class 14 contains 162219 members 
Mstep: Class 15 contains 187550 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 58542 members 
Mstep: Class 18 contains 166833 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164418 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739648.000000 Penalty: 88616.031250
Iteration 256Q: 26 clusters Score -1.947396e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227942 members 
Mstep: Class 4 contains 168033 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21492 members 
Mstep: Class 7 contains 103124 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93538 members 
Mstep: Class 10 contains 105973 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 6567 members 
Mstep: Class 14 contains 162219 members 
Mstep: Class 15 contains 187539 members 
Mstep: Class 16 contains 7768 members 
Mstep: Class 17 contains 58540 members 
Mstep: Class 18 contains 166834 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 14593 members 
Mstep: Class 21 contains 164412 members 
Mstep: Class 22 contains 2690 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 88616.031250
Iteration 257Q: 26 clusters Score -1.947397e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227955 members 
Mstep: Class 4 contains 168032 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21521 members 
Mstep: Class 7 contains 103119 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93538 members 
Mstep: Class 10 contains 105974 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 162225 members 
Mstep: Class 15 contains 187546 members 
Mstep: Class 16 contains 7742 members 
Mstep: Class 17 contains 58539 members 
Mstep: Class 18 contains 166837 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164404 members 
Mstep: Class 22 contains 2691 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 258Q: 26 clusters Score -1.947395e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227962 members 
Mstep: Class 4 contains 168029 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21559 members 
Mstep: Class 7 contains 103115 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93543 members 
Mstep: Class 10 contains 105980 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3552 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 162226 members 
Mstep: Class 15 contains 187542 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 58538 members 
Mstep: Class 18 contains 166832 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164397 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739824.000000 Penalty: 88616.031250
Iteration 259Q: 26 clusters Score -1.947398e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227971 members 
Mstep: Class 4 contains 168021 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21601 members 
Mstep: Class 7 contains 103116 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93548 members 
Mstep: Class 10 contains 105981 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3533 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 162229 members 
Mstep: Class 15 contains 187537 members 
Mstep: Class 16 contains 7700 members 
Mstep: Class 17 contains 58536 members 
Mstep: Class 18 contains 166834 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 164394 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739568.000000 Penalty: 88616.031250
Iteration 260F: 26 clusters Score -1.947396e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227985 members 
Mstep: Class 4 contains 168009 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21642 members 
Mstep: Class 7 contains 103116 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93556 members 
Mstep: Class 10 contains 105989 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 162229 members 
Mstep: Class 15 contains 187524 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 58538 members 
Mstep: Class 18 contains 166836 members 
Mstep: Class 19 contains 12023 members 
Mstep: Class 20 contains 14579 members 
Mstep: Class 21 contains 164383 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739520.000000 Penalty: 88616.031250
Iteration 261Q: 26 clusters Score -1.947395e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227983 members 
Mstep: Class 4 contains 167995 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21661 members 
Mstep: Class 7 contains 103116 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93563 members 
Mstep: Class 10 contains 105992 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 162239 members 
Mstep: Class 15 contains 187520 members 
Mstep: Class 16 contains 7663 members 
Mstep: Class 17 contains 58545 members 
Mstep: Class 18 contains 166838 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14581 members 
Mstep: Class 21 contains 164383 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739472.000000 Penalty: 88616.031250
Iteration 262Q: 26 clusters Score -1.947395e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227990 members 
Mstep: Class 4 contains 167993 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21682 members 
Mstep: Class 7 contains 103112 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93577 members 
Mstep: Class 10 contains 105998 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 162244 members 
Mstep: Class 15 contains 187508 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 17 contains 58546 members 
Mstep: Class 18 contains 166838 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14581 members 
Mstep: Class 21 contains 164388 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739232.000000 Penalty: 88616.031250
Iteration 263Q: 26 clusters Score -1.947392e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228001 members 
Mstep: Class 4 contains 167980 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21711 members 
Mstep: Class 7 contains 103109 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93586 members 
Mstep: Class 10 contains 106000 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 162246 members 
Mstep: Class 15 contains 187497 members 
Mstep: Class 16 contains 7622 members 
Mstep: Class 17 contains 58547 members 
Mstep: Class 18 contains 166843 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739296.000000 Penalty: 88616.031250
Iteration 264Q: 26 clusters Score -1.947393e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227999 members 
Mstep: Class 4 contains 167976 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21739 members 
Mstep: Class 7 contains 103113 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93593 members 
Mstep: Class 10 contains 106006 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3454 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 162243 members 
Mstep: Class 15 contains 187494 members 
Mstep: Class 16 contains 7613 members 
Mstep: Class 17 contains 58546 members 
Mstep: Class 18 contains 166845 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 14595 members 
Mstep: Class 21 contains 164368 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739344.000000 Penalty: 88616.031250
Iteration 265Q: 26 clusters Score -1.947393e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 227994 members 
Mstep: Class 4 contains 167974 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21759 members 
Mstep: Class 7 contains 103122 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93594 members 
Mstep: Class 10 contains 106010 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 162245 members 
Mstep: Class 15 contains 187510 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 58550 members 
Mstep: Class 18 contains 166838 members 
Mstep: Class 19 contains 12020 members 
Mstep: Class 20 contains 14601 members 
Mstep: Class 21 contains 164355 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739328.000000 Penalty: 88616.031250
Iteration 266Q: 26 clusters Score -1.947393e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228004 members 
Mstep: Class 4 contains 167965 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21782 members 
Mstep: Class 7 contains 103128 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93597 members 
Mstep: Class 10 contains 106013 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 162241 members 
Mstep: Class 15 contains 187514 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 58550 members 
Mstep: Class 18 contains 166835 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 164358 members 
Mstep: Class 22 contains 2692 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739168.000000 Penalty: 88616.031250
Iteration 267Q: 26 clusters Score -1.947392e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228018 members 
Mstep: Class 4 contains 167955 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21802 members 
Mstep: Class 7 contains 103125 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93601 members 
Mstep: Class 10 contains 106013 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 162245 members 
Mstep: Class 15 contains 187509 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 58551 members 
Mstep: Class 18 contains 166838 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14607 members 
Mstep: Class 21 contains 164346 members 
Mstep: Class 22 contains 2693 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739088.000000 Penalty: 88616.031250
Iteration 268Q: 26 clusters Score -1.947391e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228018 members 
Mstep: Class 4 contains 167947 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21830 members 
Mstep: Class 7 contains 103126 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93604 members 
Mstep: Class 10 contains 106013 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 162242 members 
Mstep: Class 15 contains 187502 members 
Mstep: Class 16 contains 7555 members 
Mstep: Class 17 contains 58552 members 
Mstep: Class 18 contains 166848 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 164340 members 
Mstep: Class 22 contains 2694 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739024.000000 Penalty: 88616.031250
Iteration 269Q: 26 clusters Score -1.94739e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228018 members 
Mstep: Class 4 contains 167946 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21851 members 
Mstep: Class 7 contains 103126 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93607 members 
Mstep: Class 10 contains 106016 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 162240 members 
Mstep: Class 15 contains 187495 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 58549 members 
Mstep: Class 18 contains 166853 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14615 members 
Mstep: Class 21 contains 164339 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739184.000000 Penalty: 88616.031250
Iteration 270Q: 26 clusters Score -1.947392e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228020 members 
Mstep: Class 4 contains 167949 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21871 members 
Mstep: Class 7 contains 103128 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93609 members 
Mstep: Class 10 contains 106015 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 162245 members 
Mstep: Class 15 contains 187493 members 
Mstep: Class 16 contains 7532 members 
Mstep: Class 17 contains 58548 members 
Mstep: Class 18 contains 166864 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14606 members 
Mstep: Class 21 contains 164328 members 
Mstep: Class 22 contains 2695 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739184.000000 Penalty: 88616.031250
Iteration 271Q: 26 clusters Score -1.947392e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90755 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228026 members 
Mstep: Class 4 contains 167954 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21897 members 
Mstep: Class 7 contains 103132 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93605 members 
Mstep: Class 10 contains 106013 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 162245 members 
Mstep: Class 15 contains 187497 members 
Mstep: Class 16 contains 7524 members 
Mstep: Class 17 contains 58541 members 
Mstep: Class 18 contains 166863 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 164319 members 
Mstep: Class 22 contains 2698 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739072.000000 Penalty: 88616.031250
Iteration 272Q: 26 clusters Score -1.947391e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228020 members 
Mstep: Class 4 contains 167946 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21919 members 
Mstep: Class 7 contains 103133 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93607 members 
Mstep: Class 10 contains 106019 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3385 members 
Mstep: Class 13 contains 6590 members 
Mstep: Class 14 contains 162249 members 
Mstep: Class 15 contains 187498 members 
Mstep: Class 16 contains 7522 members 
Mstep: Class 17 contains 58528 members 
Mstep: Class 18 contains 166870 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14596 members 
Mstep: Class 21 contains 164319 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739360.000000 Penalty: 88616.031250
Iteration 273Q: 26 clusters Score -1.947394e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228018 members 
Mstep: Class 4 contains 167937 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21943 members 
Mstep: Class 7 contains 103139 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93607 members 
Mstep: Class 10 contains 106022 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 162250 members 
Mstep: Class 15 contains 187502 members 
Mstep: Class 16 contains 7512 members 
Mstep: Class 17 contains 58522 members 
Mstep: Class 18 contains 166875 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 14589 members 
Mstep: Class 21 contains 164321 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739296.000000 Penalty: 88616.031250
Iteration 274Q: 26 clusters Score -1.947393e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228023 members 
Mstep: Class 4 contains 167925 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 103148 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93608 members 
Mstep: Class 10 contains 106028 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 162248 members 
Mstep: Class 15 contains 187503 members 
Mstep: Class 16 contains 7500 members 
Mstep: Class 17 contains 58516 members 
Mstep: Class 18 contains 166878 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164321 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739424.000000 Penalty: 88616.031250
Iteration 275Q: 26 clusters Score -1.947394e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228024 members 
Mstep: Class 4 contains 167917 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 21985 members 
Mstep: Class 7 contains 103147 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93611 members 
Mstep: Class 10 contains 106025 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 6591 members 
Mstep: Class 14 contains 162252 members 
Mstep: Class 15 contains 187509 members 
Mstep: Class 16 contains 7492 members 
Mstep: Class 17 contains 58507 members 
Mstep: Class 18 contains 166882 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14596 members 
Mstep: Class 21 contains 164315 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739472.000000 Penalty: 88616.031250
Iteration 276Q: 26 clusters Score -1.947395e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228026 members 
Mstep: Class 4 contains 167917 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22008 members 
Mstep: Class 7 contains 103148 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93615 members 
Mstep: Class 10 contains 106017 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 6592 members 
Mstep: Class 14 contains 162263 members 
Mstep: Class 15 contains 187505 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 58504 members 
Mstep: Class 18 contains 166886 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 164297 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739648.000000 Penalty: 88616.031250
Iteration 277Q: 26 clusters Score -1.947396e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228037 members 
Mstep: Class 4 contains 167917 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 103156 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93616 members 
Mstep: Class 10 contains 106016 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162268 members 
Mstep: Class 15 contains 187499 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 58504 members 
Mstep: Class 18 contains 166886 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14592 members 
Mstep: Class 21 contains 164286 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739344.000000 Penalty: 88616.031250
Iteration 278Q: 26 clusters Score -1.947393e+08 nChanged 176
Entering ConstructFrom: 
Score: -194739344.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Entering Unmasked Estep 
Score: -11265398.000000 Penalty: 2831.035889
	Iteration 0F: 2 clusters Score -1.12654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -11204672.000000 Penalty: 5662.071777
	Iteration 0F: 3 clusters Score -1.120467e+07 nChanged 42637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -11229334.000000 Penalty: 5662.071777
	Iteration 1F: 3 clusters Score -1.122933e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -11230166.000000 Penalty: 5662.071777
	Iteration 2Q: 3 clusters Score -1.123017e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -11231066.000000 Penalty: 5662.071777
	Iteration 3Q: 3 clusters Score -1.123107e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -11232250.000000 Penalty: 5662.071777
	Iteration 4Q: 3 clusters Score -1.123225e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -11233992.000000 Penalty: 5662.071777
	Iteration 5Q: 3 clusters Score -1.123399e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -11236563.000000 Penalty: 5662.071777
	Iteration 6Q: 3 clusters Score -1.123656e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -11239983.000000 Penalty: 5662.071777
	Iteration 7F: 3 clusters Score -1.123998e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -11244467.000000 Penalty: 5662.071777
	Iteration 8F: 3 clusters Score -1.124447e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -11249668.000000 Penalty: 5662.071777
	Iteration 9F: 3 clusters Score -1.124967e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -11254485.000000 Penalty: 5662.071777
	Iteration 10F: 3 clusters Score -1.125448e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -11258222.000000 Penalty: 5662.071777
	Iteration 11Q: 3 clusters Score -1.125822e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -11260437.000000 Penalty: 5662.071777
	Iteration 12Q: 3 clusters Score -1.126044e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -11261539.000000 Penalty: 5662.071777
	Iteration 13Q: 3 clusters Score -1.126154e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -11262120.000000 Penalty: 5662.071777
	Iteration 14Q: 3 clusters Score -1.126212e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -11262389.000000 Penalty: 5662.071777
	Iteration 15Q: 3 clusters Score -1.126239e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -11262596.000000 Penalty: 5662.071777
	Iteration 16Q: 3 clusters Score -1.12626e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -11262709.000000 Penalty: 5662.071777
	Iteration 17Q: 3 clusters Score -1.126271e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 90048 members 
Entering Unmasked Estep 
Score: -11262774.000000 Penalty: 5662.071777
	Iteration 18Q: 3 clusters Score -1.126277e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -11262839.000000 Penalty: 5662.071777
	Iteration 19Q: 3 clusters Score -1.126284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -11262884.000000 Penalty: 5662.071777
	Iteration 20F: 3 clusters Score -1.126288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -11262923.000000 Penalty: 5662.071777
	Iteration 21Q: 3 clusters Score -1.126292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -11262936.000000 Penalty: 5662.071777
	Iteration 22Q: 3 clusters Score -1.126294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -11262937.000000 Penalty: 5662.071777
	Iteration 23Q: 3 clusters Score -1.126294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -11262957.000000 Penalty: 5662.071777
	Iteration 24Q: 3 clusters Score -1.126296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 90203 members 
Entering Unmasked Estep 
Score: -11262970.000000 Penalty: 5662.071777
	Iteration 25Q: 3 clusters Score -1.126297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -11262969.000000 Penalty: 5662.071777
	Iteration 26Q: 3 clusters Score -1.126297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 90209 members 
Entering Unmasked Estep 
Score: -11262978.000000 Penalty: 5662.071777
	Iteration 27Q: 3 clusters Score -1.126298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -11262974.000000 Penalty: 5662.071777
	Iteration 28Q: 3 clusters Score -1.126297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -11262976.000000 Penalty: 5662.071777
	Iteration 29Q: 3 clusters Score -1.126298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -11262972.000000 Penalty: 5662.071777
	Iteration 30Q: 3 clusters Score -1.126297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -11262973.000000 Penalty: 5662.071777
	Iteration 31Q: 3 clusters Score -1.126297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -11262987.000000 Penalty: 5662.071777
	Iteration 32Q: 3 clusters Score -1.126299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -11262987.000000 Penalty: 5662.071777
	Iteration 33F: 3 clusters Score -1.126299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -110548.773438 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -110548.8 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 515 members 
Entering Unmasked Estep 
Score: -108642.195312 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -108642.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109067.765625 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -109067.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -109328.453125 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -109328.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109547.398438 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -109547.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -109708.757812 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -109708.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -109819.507812 Penalty: 3458.877441
	Iteration 5Q: 3 clusters Score -109819.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -109915.671875 Penalty: 3458.877441
	Iteration 6Q: 3 clusters Score -109915.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -109995.093750 Penalty: 3458.877441
	Iteration 7Q: 3 clusters Score -109995.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110042.304688 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -110042.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110059.468750 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -110059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110092.109375 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -110092.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110133.429688 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -110133.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110182.968750 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -110183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110246.390625 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -110246.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110344.132812 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -110344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110406.453125 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -110406.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110472.320312 Penalty: 3458.877441
	Iteration 16Q: 3 clusters Score -110472.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110497.101562 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -110497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110518.125000 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -110518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110532.695312 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -110532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110543.312500 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -110543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110559.820312 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -110559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110571.039062 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -110571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110577.234375 Penalty: 3458.877441
	Iteration 23Q: 3 clusters Score -110577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110579.851562 Penalty: 3458.877441
	Iteration 24Q: 3 clusters Score -110579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110583.218750 Penalty: 3458.877441
	Iteration 25Q: 3 clusters Score -110583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110583.218750 Penalty: 3458.877441
	Iteration 26F: 3 clusters Score -110583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 228054 members 
Mstep: Class 4 contains 167910 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 103160 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106012 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162264 members 
Mstep: Class 15 contains 187494 members 
Mstep: Class 16 contains 7465 members 
Mstep: Class 17 contains 58501 members 
Mstep: Class 18 contains 166888 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 164286 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 608 members 
Entering Unmasked Estep 
Score: -194738016.000000 Penalty: 92160.671875
Splitting cluster 2 changes total score from -194739344.000000 to -194738016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (228054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228054 members 
Entering Unmasked Estep 
Score: -28092352.000000 Penalty: 3059.659668
	Iteration 0F: 2 clusters Score -2.809235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113952 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -27950150.000000 Penalty: 6119.319336
	Iteration 0F: 3 clusters Score -2.795015e+07 nChanged 109595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 114007 members 
Entering Unmasked Estep 
Score: -28014520.000000 Penalty: 6119.319336
	Iteration 1F: 3 clusters Score -2.801452e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113828 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -28015558.000000 Penalty: 6119.319336
	Iteration 2Q: 3 clusters Score -2.801556e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113295 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -28016678.000000 Penalty: 6119.319336
	Iteration 3Q: 3 clusters Score -2.801668e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112378 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -28018018.000000 Penalty: 6119.319336
	Iteration 4Q: 3 clusters Score -2.801802e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 117056 members 
Entering Unmasked Estep 
Score: -28019764.000000 Penalty: 6119.319336
	Iteration 5Q: 3 clusters Score -2.801976e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -28021876.000000 Penalty: 6119.319336
	Iteration 6Q: 3 clusters Score -2.802188e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 122352 members 
Entering Unmasked Estep 
Score: -28024836.000000 Penalty: 6119.319336
	Iteration 7Q: 3 clusters Score -2.802484e+07 nChanged 9969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 126521 members 
Entering Unmasked Estep 
Score: -28029600.000000 Penalty: 6119.319336
	Iteration 8Q: 3 clusters Score -2.80296e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 131763 members 
Entering Unmasked Estep 
Score: -28036644.000000 Penalty: 6119.319336
	Iteration 9F: 3 clusters Score -2.803664e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 137383 members 
Entering Unmasked Estep 
Score: -28045970.000000 Penalty: 6119.319336
	Iteration 10F: 3 clusters Score -2.804597e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 142119 members 
Entering Unmasked Estep 
Score: -28055222.000000 Penalty: 6119.319336
	Iteration 11F: 3 clusters Score -2.805522e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 145820 members 
Entering Unmasked Estep 
Score: -28060470.000000 Penalty: 6119.319336
	Iteration 12Q: 3 clusters Score -2.806047e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 148938 members 
Entering Unmasked Estep 
Score: -28062690.000000 Penalty: 6119.319336
	Iteration 13Q: 3 clusters Score -2.806269e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -28064016.000000 Penalty: 6119.319336
	Iteration 14Q: 3 clusters Score -2.806402e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 155546 members 
Entering Unmasked Estep 
Score: -28065154.000000 Penalty: 6119.319336
	Iteration 15Q: 3 clusters Score -2.806515e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68951 members 
Mstep: Class 2 contains 159103 members 
Entering Unmasked Estep 
Score: -28066452.000000 Penalty: 6119.319336
	Iteration 16Q: 3 clusters Score -2.806645e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -28067736.000000 Penalty: 6119.319336
	Iteration 17Q: 3 clusters Score -2.806774e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 166798 members 
Entering Unmasked Estep 
Score: -28068890.000000 Penalty: 6119.319336
	Iteration 18Q: 3 clusters Score -2.806889e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57336 members 
Mstep: Class 2 contains 170718 members 
Entering Unmasked Estep 
Score: -28070226.000000 Penalty: 6119.319336
	Iteration 19Q: 3 clusters Score -2.807023e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 174636 members 
Entering Unmasked Estep 
Score: -28071672.000000 Penalty: 6119.319336
	Iteration 20F: 3 clusters Score -2.807167e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 178505 members 
Entering Unmasked Estep 
Score: -28073142.000000 Penalty: 6119.319336
	Iteration 21Q: 3 clusters Score -2.807314e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 182272 members 
Entering Unmasked Estep 
Score: -28074610.000000 Penalty: 6119.319336
	Iteration 22Q: 3 clusters Score -2.807461e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 185837 members 
Entering Unmasked Estep 
Score: -28075948.000000 Penalty: 6119.319336
	Iteration 23Q: 3 clusters Score -2.807595e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 189258 members 
Entering Unmasked Estep 
Score: -28077046.000000 Penalty: 6119.319336
	Iteration 24Q: 3 clusters Score -2.807705e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 192526 members 
Entering Unmasked Estep 
Score: -28078146.000000 Penalty: 6119.319336
	Iteration 25Q: 3 clusters Score -2.807815e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 195668 members 
Entering Unmasked Estep 
Score: -28079296.000000 Penalty: 6119.319336
	Iteration 26Q: 3 clusters Score -2.80793e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 198673 members 
Entering Unmasked Estep 
Score: -28080294.000000 Penalty: 6119.319336
	Iteration 27Q: 3 clusters Score -2.808029e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 201504 members 
Entering Unmasked Estep 
Score: -28081218.000000 Penalty: 6119.319336
	Iteration 28Q: 3 clusters Score -2.808122e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 204121 members 
Entering Unmasked Estep 
Score: -28081848.000000 Penalty: 6119.319336
	Iteration 29Q: 3 clusters Score -2.808185e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 206538 members 
Entering Unmasked Estep 
Score: -28082538.000000 Penalty: 6119.319336
	Iteration 30Q: 3 clusters Score -2.808254e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 208855 members 
Entering Unmasked Estep 
Score: -28083138.000000 Penalty: 6119.319336
	Iteration 31Q: 3 clusters Score -2.808314e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 211036 members 
Entering Unmasked Estep 
Score: -28083654.000000 Penalty: 6119.319336
	Iteration 32Q: 3 clusters Score -2.808365e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 213052 members 
Entering Unmasked Estep 
Score: -28084292.000000 Penalty: 6119.319336
	Iteration 33Q: 3 clusters Score -2.808429e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 214932 members 
Entering Unmasked Estep 
Score: -28084844.000000 Penalty: 6119.319336
	Iteration 34Q: 3 clusters Score -2.808484e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 216776 members 
Entering Unmasked Estep 
Score: -28085446.000000 Penalty: 6119.319336
	Iteration 35Q: 3 clusters Score -2.808545e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 218490 members 
Entering Unmasked Estep 
Score: -28086118.000000 Penalty: 6119.319336
	Iteration 36Q: 3 clusters Score -2.808612e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 220050 members 
Entering Unmasked Estep 
Score: -28086658.000000 Penalty: 6119.319336
	Iteration 37Q: 3 clusters Score -2.808666e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 221444 members 
Entering Unmasked Estep 
Score: -28087172.000000 Penalty: 6119.319336
	Iteration 38Q: 3 clusters Score -2.808717e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 222624 members 
Entering Unmasked Estep 
Score: -28087666.000000 Penalty: 6119.319336
	Iteration 39Q: 3 clusters Score -2.808767e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 223581 members 
Entering Unmasked Estep 
Score: -28088046.000000 Penalty: 6119.319336
	Iteration 40F: 3 clusters Score -2.808805e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 224400 members 
Entering Unmasked Estep 
Score: -28088390.000000 Penalty: 6119.319336
	Iteration 41Q: 3 clusters Score -2.808839e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 224994 members 
Entering Unmasked Estep 
Score: -28088690.000000 Penalty: 6119.319336
	Iteration 42Q: 3 clusters Score -2.808869e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 225436 members 
Entering Unmasked Estep 
Score: -28088942.000000 Penalty: 6119.319336
	Iteration 43Q: 3 clusters Score -2.808894e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 225789 members 
Entering Unmasked Estep 
Score: -28089128.000000 Penalty: 6119.319336
	Iteration 44Q: 3 clusters Score -2.808913e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 226064 members 
Entering Unmasked Estep 
Score: -28089176.000000 Penalty: 6119.319336
	Iteration 45Q: 3 clusters Score -2.808918e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 226265 members 
Entering Unmasked Estep 
Score: -28089282.000000 Penalty: 6119.319336
	Iteration 46Q: 3 clusters Score -2.808928e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 226422 members 
Entering Unmasked Estep 
Score: -28089380.000000 Penalty: 6119.319336
	Iteration 47Q: 3 clusters Score -2.808938e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 226543 members 
Entering Unmasked Estep 
Score: -28089450.000000 Penalty: 6119.319336
	Iteration 48Q: 3 clusters Score -2.808945e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 226638 members 
Entering Unmasked Estep 
Score: -28089460.000000 Penalty: 6119.319336
	Iteration 49Q: 3 clusters Score -2.808946e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 226719 members 
Entering Unmasked Estep 
Score: -28089498.000000 Penalty: 6119.319336
	Iteration 50Q: 3 clusters Score -2.80895e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 226775 members 
Entering Unmasked Estep 
Score: -28089512.000000 Penalty: 6119.319336
	Iteration 51Q: 3 clusters Score -2.808951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 226819 members 
Entering Unmasked Estep 
Score: -28089516.000000 Penalty: 6119.319336
	Iteration 52Q: 3 clusters Score -2.808952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 226858 members 
Entering Unmasked Estep 
Score: -28089538.000000 Penalty: 6119.319336
	Iteration 53Q: 3 clusters Score -2.808954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 226895 members 
Entering Unmasked Estep 
Score: -28089552.000000 Penalty: 6119.319336
	Iteration 54Q: 3 clusters Score -2.808955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 226920 members 
Entering Unmasked Estep 
Score: -28089558.000000 Penalty: 6119.319336
	Iteration 55Q: 3 clusters Score -2.808956e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 226949 members 
Entering Unmasked Estep 
Score: -28089556.000000 Penalty: 6119.319336
	Iteration 56Q: 3 clusters Score -2.808956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 226965 members 
Entering Unmasked Estep 
Score: -28089584.000000 Penalty: 6119.319336
	Iteration 57Q: 3 clusters Score -2.808958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 226982 members 
Entering Unmasked Estep 
Score: -28089580.000000 Penalty: 6119.319336
	Iteration 58Q: 3 clusters Score -2.808958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 226995 members 
Entering Unmasked Estep 
Score: -28089576.000000 Penalty: 6119.319336
	Iteration 59Q: 3 clusters Score -2.808958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 227005 members 
Entering Unmasked Estep 
Score: -28089574.000000 Penalty: 6119.319336
	Iteration 60F: 3 clusters Score -2.808957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 227015 members 
Entering Unmasked Estep 
Score: -28089586.000000 Penalty: 6119.319336
	Iteration 61Q: 3 clusters Score -2.808959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 227022 members 
Entering Unmasked Estep 
Score: -28089610.000000 Penalty: 6119.319336
	Iteration 62Q: 3 clusters Score -2.808961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 227035 members 
Entering Unmasked Estep 
Score: -28089614.000000 Penalty: 6119.319336
	Iteration 63Q: 3 clusters Score -2.808961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 227051 members 
Entering Unmasked Estep 
Score: -28089608.000000 Penalty: 6119.319336
	Iteration 64Q: 3 clusters Score -2.808961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 227063 members 
Entering Unmasked Estep 
Score: -28089608.000000 Penalty: 6119.319336
	Iteration 65Q: 3 clusters Score -2.808961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 227079 members 
Entering Unmasked Estep 
Score: -28089626.000000 Penalty: 6119.319336
	Iteration 66Q: 3 clusters Score -2.808963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 227093 members 
Entering Unmasked Estep 
Score: -28089652.000000 Penalty: 6119.319336
	Iteration 67Q: 3 clusters Score -2.808965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 227107 members 
Entering Unmasked Estep 
Score: -28089656.000000 Penalty: 6119.319336
	Iteration 68Q: 3 clusters Score -2.808966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 227118 members 
Entering Unmasked Estep 
Score: -28089656.000000 Penalty: 6119.319336
	Iteration 69Q: 3 clusters Score -2.808966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 227128 members 
Entering Unmasked Estep 
Score: -28089652.000000 Penalty: 6119.319336
	Iteration 70Q: 3 clusters Score -2.808965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 227140 members 
Entering Unmasked Estep 
Score: -28089668.000000 Penalty: 6119.319336
	Iteration 71Q: 3 clusters Score -2.808967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 227157 members 
Entering Unmasked Estep 
Score: -28089690.000000 Penalty: 6119.319336
	Iteration 72Q: 3 clusters Score -2.808969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 227166 members 
Entering Unmasked Estep 
Score: -28089708.000000 Penalty: 6119.319336
	Iteration 73Q: 3 clusters Score -2.808971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 227172 members 
Entering Unmasked Estep 
Score: -28089718.000000 Penalty: 6119.319336
	Iteration 74Q: 3 clusters Score -2.808972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 227180 members 
Entering Unmasked Estep 
Score: -28089702.000000 Penalty: 6119.319336
	Iteration 75Q: 3 clusters Score -2.80897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 227187 members 
Entering Unmasked Estep 
Score: -28089706.000000 Penalty: 6119.319336
	Iteration 76Q: 3 clusters Score -2.808971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 227191 members 
Entering Unmasked Estep 
Score: -28089716.000000 Penalty: 6119.319336
	Iteration 77Q: 3 clusters Score -2.808972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 227192 members 
Entering Unmasked Estep 
Score: -28089708.000000 Penalty: 6119.319336
	Iteration 78Q: 3 clusters Score -2.808971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 227197 members 
Entering Unmasked Estep 
Score: -28089710.000000 Penalty: 6119.319336
	Iteration 79Q: 3 clusters Score -2.808971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 227201 members 
Entering Unmasked Estep 
Score: -28089716.000000 Penalty: 6119.319336
	Iteration 80F: 3 clusters Score -2.808972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 227203 members 
Entering Unmasked Estep 
Score: -28089698.000000 Penalty: 6119.319336
	Iteration 81Q: 3 clusters Score -2.80897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 227203 members 
Entering Unmasked Estep 
Score: -28089698.000000 Penalty: 6119.319336
	Iteration 82Q: 3 clusters Score -2.80897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 227204 members 
Entering Unmasked Estep 
Score: -28089706.000000 Penalty: 6119.319336
	Iteration 83Q: 3 clusters Score -2.808971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 227204 members 
Entering Unmasked Estep 
Score: -28089706.000000 Penalty: 6119.319336
	Iteration 84F: 3 clusters Score -2.808971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Entering Unmasked Estep 
Score: -20739210.000000 Penalty: 2983.733398
	Iteration 0F: 2 clusters Score -2.073921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -20629176.000000 Penalty: 5967.466797
	Iteration 0F: 3 clusters Score -2.062918e+07 nChanged 80508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -20675862.000000 Penalty: 5967.466797
	Iteration 1F: 3 clusters Score -2.067586e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86904 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -20676910.000000 Penalty: 5967.466797
	Iteration 2Q: 3 clusters Score -2.067691e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -20678098.000000 Penalty: 5967.466797
	Iteration 3Q: 3 clusters Score -2.06781e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -20679754.000000 Penalty: 5967.466797
	Iteration 4Q: 3 clusters Score -2.067975e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -20682026.000000 Penalty: 5967.466797
	Iteration 5Q: 3 clusters Score -2.068203e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
Score: -20685212.000000 Penalty: 5967.466797
	Iteration 6Q: 3 clusters Score -2.068521e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -20689672.000000 Penalty: 5967.466797
	Iteration 7Q: 3 clusters Score -2.068967e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111500 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -20695734.000000 Penalty: 5967.466797
	Iteration 8F: 3 clusters Score -2.069573e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -20703158.000000 Penalty: 5967.466797
	Iteration 9F: 3 clusters Score -2.070316e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131904 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -20711820.000000 Penalty: 5967.466797
	Iteration 10F: 3 clusters Score -2.071182e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142836 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -20720634.000000 Penalty: 5967.466797
	Iteration 11F: 3 clusters Score -2.072063e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152213 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -20727976.000000 Penalty: 5967.466797
	Iteration 12F: 3 clusters Score -2.072798e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -20732472.000000 Penalty: 5967.466797
	Iteration 13Q: 3 clusters Score -2.073247e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162446 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -20734846.000000 Penalty: 5967.466797
	Iteration 14Q: 3 clusters Score -2.073485e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -20736126.000000 Penalty: 5967.466797
	Iteration 15Q: 3 clusters Score -2.073613e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165446 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -20736744.000000 Penalty: 5967.466797
	Iteration 16Q: 3 clusters Score -2.073674e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165915 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -20737050.000000 Penalty: 5967.466797
	Iteration 17Q: 3 clusters Score -2.073705e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -20737178.000000 Penalty: 5967.466797
	Iteration 18Q: 3 clusters Score -2.073718e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166326 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -20737300.000000 Penalty: 5967.466797
	Iteration 19Q: 3 clusters Score -2.07373e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20737398.000000 Penalty: 5967.466797
	Iteration 20F: 3 clusters Score -2.07374e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166467 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20737498.000000 Penalty: 5967.466797
	Iteration 21Q: 3 clusters Score -2.07375e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166492 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -20737540.000000 Penalty: 5967.466797
	Iteration 22Q: 3 clusters Score -2.073754e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20737592.000000 Penalty: 5967.466797
	Iteration 23Q: 3 clusters Score -2.073759e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20737610.000000 Penalty: 5967.466797
	Iteration 24Q: 3 clusters Score -2.073761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20737610.000000 Penalty: 5967.466797
	Iteration 25Q: 3 clusters Score -2.073761e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20737612.000000 Penalty: 5967.466797
	Iteration 26Q: 3 clusters Score -2.073761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20737644.000000 Penalty: 5967.466797
	Iteration 27Q: 3 clusters Score -2.073764e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -20737664.000000 Penalty: 5967.466797
	Iteration 28Q: 3 clusters Score -2.073766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20737666.000000 Penalty: 5967.466797
	Iteration 29Q: 3 clusters Score -2.073767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166533 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20737664.000000 Penalty: 5967.466797
	Iteration 30Q: 3 clusters Score -2.073766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -20737664.000000 Penalty: 5967.466797
	Iteration 31Q: 3 clusters Score -2.073766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20737662.000000 Penalty: 5967.466797
	Iteration 32Q: 3 clusters Score -2.073766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166527 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20737660.000000 Penalty: 5967.466797
	Iteration 33Q: 3 clusters Score -2.073766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20737656.000000 Penalty: 5967.466797
	Iteration 34Q: 3 clusters Score -2.073766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -20737670.000000 Penalty: 5967.466797
	Iteration 35Q: 3 clusters Score -2.073767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166524 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20737678.000000 Penalty: 5967.466797
	Iteration 36Q: 3 clusters Score -2.073768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -20737680.000000 Penalty: 5967.466797
	Iteration 37Q: 3 clusters Score -2.073768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20737680.000000 Penalty: 5967.466797
	Iteration 38Q: 3 clusters Score -2.073768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166528 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20737680.000000 Penalty: 5967.466797
	Iteration 39F: 3 clusters Score -2.073768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -90092.437500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -90092.44 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 399 members 
Entering Unmasked Estep 
Score: -88339.203125 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -88339.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88637.773438 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -88637.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88732.914062 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -88732.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88765.757812 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -88765.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88797.132812 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -88797.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88822.132812 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -88822.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88842.929688 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -88842.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88849.921875 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -88849.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88857.796875 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -88857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88865.578125 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -88865.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88867.507812 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -88867.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88868.929688 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -88868.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88868.929688 Penalty: 3325.389648
	Iteration 12F: 3 clusters Score -88868.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Entering Unmasked Estep 
Score: -2688780.750000 Penalty: 2480.219971
	Iteration 0F: 2 clusters Score -2688781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2673321.500000 Penalty: 4960.439941
	Iteration 0F: 3 clusters Score -2673322 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2678528.500000 Penalty: 4960.439941
	Iteration 1F: 3 clusters Score -2678528 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2678909.250000 Penalty: 4960.439941
	Iteration 2F: 3 clusters Score -2678909 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2679194.000000 Penalty: 4960.439941
	Iteration 3Q: 3 clusters Score -2679194 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2679446.750000 Penalty: 4960.439941
	Iteration 4Q: 3 clusters Score -2679447 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2679694.250000 Penalty: 4960.439941
	Iteration 5Q: 3 clusters Score -2679694 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2679941.750000 Penalty: 4960.439941
	Iteration 6Q: 3 clusters Score -2679942 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2680224.000000 Penalty: 4960.439941
	Iteration 7Q: 3 clusters Score -2680224 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2680514.750000 Penalty: 4960.439941
	Iteration 8Q: 3 clusters Score -2680515 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2680837.250000 Penalty: 4960.439941
	Iteration 9Q: 3 clusters Score -2680837 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2681234.750000 Penalty: 4960.439941
	Iteration 10Q: 3 clusters Score -2681235 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2681770.500000 Penalty: 4960.439941
	Iteration 11Q: 3 clusters Score -2681770 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2682414.250000 Penalty: 4960.439941
	Iteration 12Q: 3 clusters Score -2682414 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2683127.500000 Penalty: 4960.439941
	Iteration 13Q: 3 clusters Score -2683128 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2683826.750000 Penalty: 4960.439941
	Iteration 14Q: 3 clusters Score -2683827 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2684441.500000 Penalty: 4960.439941
	Iteration 15Q: 3 clusters Score -2684442 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2684839.750000 Penalty: 4960.439941
	Iteration 16Q: 3 clusters Score -2684840 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2685074.000000 Penalty: 4960.439941
	Iteration 17Q: 3 clusters Score -2685074 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2685240.750000 Penalty: 4960.439941
	Iteration 18Q: 3 clusters Score -2685241 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2685405.750000 Penalty: 4960.439941
	Iteration 19Q: 3 clusters Score -2685406 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2685540.750000 Penalty: 4960.439941
	Iteration 20F: 3 clusters Score -2685541 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2685674.000000 Penalty: 4960.439941
	Iteration 21Q: 3 clusters Score -2685674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2685778.250000 Penalty: 4960.439941
	Iteration 22Q: 3 clusters Score -2685778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2685882.000000 Penalty: 4960.439941
	Iteration 23Q: 3 clusters Score -2685882 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2685961.500000 Penalty: 4960.439941
	Iteration 24Q: 3 clusters Score -2685962 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2686025.000000 Penalty: 4960.439941
	Iteration 25Q: 3 clusters Score -2686025 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2686058.000000 Penalty: 4960.439941
	Iteration 26Q: 3 clusters Score -2686058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2686097.250000 Penalty: 4960.439941
	Iteration 27Q: 3 clusters Score -2686097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2686135.000000 Penalty: 4960.439941
	Iteration 28Q: 3 clusters Score -2686135 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2686145.250000 Penalty: 4960.439941
	Iteration 29Q: 3 clusters Score -2686145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2686188.500000 Penalty: 4960.439941
	Iteration 30Q: 3 clusters Score -2686188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2686208.500000 Penalty: 4960.439941
	Iteration 31Q: 3 clusters Score -2686208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2686238.000000 Penalty: 4960.439941
	Iteration 32Q: 3 clusters Score -2686238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2686271.000000 Penalty: 4960.439941
	Iteration 33Q: 3 clusters Score -2686271 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2686299.500000 Penalty: 4960.439941
	Iteration 34Q: 3 clusters Score -2686300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2686316.000000 Penalty: 4960.439941
	Iteration 35Q: 3 clusters Score -2686316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2686335.250000 Penalty: 4960.439941
	Iteration 36Q: 3 clusters Score -2686335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2686349.500000 Penalty: 4960.439941
	Iteration 37Q: 3 clusters Score -2686350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2686361.000000 Penalty: 4960.439941
	Iteration 38Q: 3 clusters Score -2686361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2686369.750000 Penalty: 4960.439941
	Iteration 39Q: 3 clusters Score -2686370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2686375.750000 Penalty: 4960.439941
	Iteration 40F: 3 clusters Score -2686376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2686381.750000 Penalty: 4960.439941
	Iteration 41Q: 3 clusters Score -2686382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2686392.750000 Penalty: 4960.439941
	Iteration 42Q: 3 clusters Score -2686393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2686400.500000 Penalty: 4960.439941
	Iteration 43Q: 3 clusters Score -2686400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2686412.000000 Penalty: 4960.439941
	Iteration 44Q: 3 clusters Score -2686412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2686423.750000 Penalty: 4960.439941
	Iteration 45Q: 3 clusters Score -2686424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2686429.000000 Penalty: 4960.439941
	Iteration 46Q: 3 clusters Score -2686429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2686431.750000 Penalty: 4960.439941
	Iteration 47Q: 3 clusters Score -2686432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2686432.000000 Penalty: 4960.439941
	Iteration 48Q: 3 clusters Score -2686432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2686435.000000 Penalty: 4960.439941
	Iteration 49Q: 3 clusters Score -2686435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2686434.500000 Penalty: 4960.439941
	Iteration 50Q: 3 clusters Score -2686434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2686440.250000 Penalty: 4960.439941
	Iteration 51Q: 3 clusters Score -2686440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2686441.250000 Penalty: 4960.439941
	Iteration 52Q: 3 clusters Score -2686441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2686439.250000 Penalty: 4960.439941
	Iteration 53Q: 3 clusters Score -2686439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2686448.750000 Penalty: 4960.439941
	Iteration 54Q: 3 clusters Score -2686449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2686452.000000 Penalty: 4960.439941
	Iteration 55Q: 3 clusters Score -2686452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2686448.250000 Penalty: 4960.439941
	Iteration 56Q: 3 clusters Score -2686448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2686448.750000 Penalty: 4960.439941
	Iteration 57Q: 3 clusters Score -2686449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2686453.000000 Penalty: 4960.439941
	Iteration 58Q: 3 clusters Score -2686453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2686450.500000 Penalty: 4960.439941
	Iteration 59Q: 3 clusters Score -2686450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2686450.750000 Penalty: 4960.439941
	Iteration 60F: 3 clusters Score -2686451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2686455.500000 Penalty: 4960.439941
	Iteration 61Q: 3 clusters Score -2686456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2686457.250000 Penalty: 4960.439941
	Iteration 62Q: 3 clusters Score -2686457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2686456.000000 Penalty: 4960.439941
	Iteration 63Q: 3 clusters Score -2686456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2686462.750000 Penalty: 4960.439941
	Iteration 64Q: 3 clusters Score -2686463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2686460.000000 Penalty: 4960.439941
	Iteration 65Q: 3 clusters Score -2686460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2686463.000000 Penalty: 4960.439941
	Iteration 66Q: 3 clusters Score -2686463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2686466.000000 Penalty: 4960.439941
	Iteration 67Q: 3 clusters Score -2686466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2686467.750000 Penalty: 4960.439941
	Iteration 68Q: 3 clusters Score -2686468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2686462.250000 Penalty: 4960.439941
	Iteration 69Q: 3 clusters Score -2686462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2686468.000000 Penalty: 4960.439941
	Iteration 70Q: 3 clusters Score -2686468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2686475.750000 Penalty: 4960.439941
	Iteration 71Q: 3 clusters Score -2686476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2686475.750000 Penalty: 4960.439941
	Iteration 72Q: 3 clusters Score -2686476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2686475.250000 Penalty: 4960.439941
	Iteration 73Q: 3 clusters Score -2686475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2686472.500000 Penalty: 4960.439941
	Iteration 74Q: 3 clusters Score -2686472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2686476.000000 Penalty: 4960.439941
	Iteration 75Q: 3 clusters Score -2686476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2686478.000000 Penalty: 4960.439941
	Iteration 76Q: 3 clusters Score -2686478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2686477.250000 Penalty: 4960.439941
	Iteration 77Q: 3 clusters Score -2686477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2686477.250000 Penalty: 4960.439941
	Iteration 78F: 3 clusters Score -2686477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Entering Unmasked Estep 
Score: -12827606.000000 Penalty: 2862.921143
	Iteration 0F: 2 clusters Score -1.282761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -12758702.000000 Penalty: 5725.842285
	Iteration 0F: 3 clusters Score -1.27587e+07 nChanged 48673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -12786169.000000 Penalty: 5725.842285
	Iteration 1F: 3 clusters Score -1.278617e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -12786940.000000 Penalty: 5725.842285
	Iteration 2Q: 3 clusters Score -1.278694e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -12787734.000000 Penalty: 5725.842285
	Iteration 3Q: 3 clusters Score -1.278773e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -12788877.000000 Penalty: 5725.842285
	Iteration 4Q: 3 clusters Score -1.278888e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -12790586.000000 Penalty: 5725.842285
	Iteration 5Q: 3 clusters Score -1.279059e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -12793500.000000 Penalty: 5725.842285
	Iteration 6F: 3 clusters Score -1.27935e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -12798305.000000 Penalty: 5725.842285
	Iteration 7F: 3 clusters Score -1.27983e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -12805428.000000 Penalty: 5725.842285
	Iteration 8F: 3 clusters Score -1.280543e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -12813579.000000 Penalty: 5725.842285
	Iteration 9F: 3 clusters Score -1.281358e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -12820009.000000 Penalty: 5725.842285
	Iteration 10F: 3 clusters Score -1.282001e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -12823146.000000 Penalty: 5725.842285
	Iteration 11Q: 3 clusters Score -1.282315e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -12824356.000000 Penalty: 5725.842285
	Iteration 12Q: 3 clusters Score -1.282436e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12824745.000000 Penalty: 5725.842285
	Iteration 13Q: 3 clusters Score -1.282474e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12824863.000000 Penalty: 5725.842285
	Iteration 14Q: 3 clusters Score -1.282486e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12824950.000000 Penalty: 5725.842285
	Iteration 15Q: 3 clusters Score -1.282495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12824987.000000 Penalty: 5725.842285
	Iteration 16Q: 3 clusters Score -1.282499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12825002.000000 Penalty: 5725.842285
	Iteration 17Q: 3 clusters Score -1.2825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -12825024.000000 Penalty: 5725.842285
	Iteration 18Q: 3 clusters Score -1.282502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12825052.000000 Penalty: 5725.842285
	Iteration 19Q: 3 clusters Score -1.282505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102870 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -12825071.000000 Penalty: 5725.842285
	Iteration 20F: 3 clusters Score -1.282507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12825082.000000 Penalty: 5725.842285
	Iteration 21Q: 3 clusters Score -1.282508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12825085.000000 Penalty: 5725.842285
	Iteration 22Q: 3 clusters Score -1.282508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -12825102.000000 Penalty: 5725.842285
	Iteration 23Q: 3 clusters Score -1.28251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12825106.000000 Penalty: 5725.842285
	Iteration 24Q: 3 clusters Score -1.282511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12825106.000000 Penalty: 5725.842285
	Iteration 25F: 3 clusters Score -1.282511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Entering Unmasked Estep 
Score: -773897.812500 Penalty: 2182.839111
	Iteration 0F: 2 clusters Score -773897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -768340.500000 Penalty: 4365.678223
	Iteration 0F: 3 clusters Score -768340.5 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -769867.375000 Penalty: 4365.678223
	Iteration 1F: 3 clusters Score -769867.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -770195.187500 Penalty: 4365.678223
	Iteration 2F: 3 clusters Score -770195.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -770576.687500 Penalty: 4365.678223
	Iteration 3F: 3 clusters Score -770576.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -770983.312500 Penalty: 4365.678223
	Iteration 4F: 3 clusters Score -770983.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -771330.062500 Penalty: 4365.678223
	Iteration 5F: 3 clusters Score -771330.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -771654.625000 Penalty: 4365.678223
	Iteration 6F: 3 clusters Score -771654.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -771922.062500 Penalty: 4365.678223
	Iteration 7Q: 3 clusters Score -771922.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -772109.562500 Penalty: 4365.678223
	Iteration 8Q: 3 clusters Score -772109.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -772225.687500 Penalty: 4365.678223
	Iteration 9Q: 3 clusters Score -772225.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -772320.875000 Penalty: 4365.678223
	Iteration 10Q: 3 clusters Score -772320.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -772397.250000 Penalty: 4365.678223
	Iteration 11Q: 3 clusters Score -772397.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -772470.125000 Penalty: 4365.678223
	Iteration 12Q: 3 clusters Score -772470.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -772542.687500 Penalty: 4365.678223
	Iteration 13Q: 3 clusters Score -772542.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -772601.687500 Penalty: 4365.678223
	Iteration 14Q: 3 clusters Score -772601.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -772662.562500 Penalty: 4365.678223
	Iteration 15Q: 3 clusters Score -772662.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -772715.062500 Penalty: 4365.678223
	Iteration 16Q: 3 clusters Score -772715.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -772769.187500 Penalty: 4365.678223
	Iteration 17Q: 3 clusters Score -772769.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -772819.750000 Penalty: 4365.678223
	Iteration 18Q: 3 clusters Score -772819.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -772856.000000 Penalty: 4365.678223
	Iteration 19Q: 3 clusters Score -772856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -772886.187500 Penalty: 4365.678223
	Iteration 20F: 3 clusters Score -772886.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -772916.125000 Penalty: 4365.678223
	Iteration 21Q: 3 clusters Score -772916.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -772936.562500 Penalty: 4365.678223
	Iteration 22Q: 3 clusters Score -772936.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -772963.000000 Penalty: 4365.678223
	Iteration 23Q: 3 clusters Score -772963 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -772987.125000 Penalty: 4365.678223
	Iteration 24Q: 3 clusters Score -772987.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -773013.750000 Penalty: 4365.678223
	Iteration 25Q: 3 clusters Score -773013.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -773032.250000 Penalty: 4365.678223
	Iteration 26Q: 3 clusters Score -773032.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -773050.187500 Penalty: 4365.678223
	Iteration 27Q: 3 clusters Score -773050.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -773058.812500 Penalty: 4365.678223
	Iteration 28Q: 3 clusters Score -773058.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -773071.562500 Penalty: 4365.678223
	Iteration 29Q: 3 clusters Score -773071.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -773081.812500 Penalty: 4365.678223
	Iteration 30Q: 3 clusters Score -773081.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -773093.562500 Penalty: 4365.678223
	Iteration 31Q: 3 clusters Score -773093.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -773099.312500 Penalty: 4365.678223
	Iteration 32Q: 3 clusters Score -773099.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -773104.250000 Penalty: 4365.678223
	Iteration 33Q: 3 clusters Score -773104.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -773110.125000 Penalty: 4365.678223
	Iteration 34Q: 3 clusters Score -773110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -773112.062500 Penalty: 4365.678223
	Iteration 35Q: 3 clusters Score -773112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -773114.437500 Penalty: 4365.678223
	Iteration 36Q: 3 clusters Score -773114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -773116.062500 Penalty: 4365.678223
	Iteration 37Q: 3 clusters Score -773116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -773117.062500 Penalty: 4365.678223
	Iteration 38Q: 3 clusters Score -773117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -773117.375000 Penalty: 4365.678223
	Iteration 39Q: 3 clusters Score -773117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -773118.125000 Penalty: 4365.678223
	Iteration 40F: 3 clusters Score -773118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -773118.437500 Penalty: 4365.678223
	Iteration 41Q: 3 clusters Score -773118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -773118.437500 Penalty: 4365.678223
	Iteration 42F: 3 clusters Score -773118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Entering Unmasked Estep 
Score: -11162872.000000 Penalty: 2838.850342
	Iteration 0F: 2 clusters Score -1.116287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -11100435.000000 Penalty: 5677.700684
	Iteration 0F: 3 clusters Score -1.110044e+07 nChanged 44006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -11124995.000000 Penalty: 5677.700684
	Iteration 1F: 3 clusters Score -1.1125e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -11125540.000000 Penalty: 5677.700684
	Iteration 2Q: 3 clusters Score -1.112554e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -11126109.000000 Penalty: 5677.700684
	Iteration 3Q: 3 clusters Score -1.112611e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -11126813.000000 Penalty: 5677.700684
	Iteration 4Q: 3 clusters Score -1.112681e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -11127827.000000 Penalty: 5677.700684
	Iteration 5Q: 3 clusters Score -1.112783e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -11129612.000000 Penalty: 5677.700684
	Iteration 6Q: 3 clusters Score -1.112961e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -11132869.000000 Penalty: 5677.700684
	Iteration 7F: 3 clusters Score -1.113287e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -11137939.000000 Penalty: 5677.700684
	Iteration 8F: 3 clusters Score -1.113794e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -11144425.000000 Penalty: 5677.700684
	Iteration 9F: 3 clusters Score -1.114442e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -11151096.000000 Penalty: 5677.700684
	Iteration 10F: 3 clusters Score -1.11511e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11156380.000000 Penalty: 5677.700684
	Iteration 11F: 3 clusters Score -1.115638e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92279 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11159110.000000 Penalty: 5677.700684
	Iteration 12Q: 3 clusters Score -1.115911e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11159951.000000 Penalty: 5677.700684
	Iteration 13Q: 3 clusters Score -1.115995e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11160186.000000 Penalty: 5677.700684
	Iteration 14Q: 3 clusters Score -1.116019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11160255.000000 Penalty: 5677.700684
	Iteration 15Q: 3 clusters Score -1.116026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11160290.000000 Penalty: 5677.700684
	Iteration 16Q: 3 clusters Score -1.116029e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11160332.000000 Penalty: 5677.700684
	Iteration 17Q: 3 clusters Score -1.116033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93390 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11160369.000000 Penalty: 5677.700684
	Iteration 18Q: 3 clusters Score -1.116037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11160372.000000 Penalty: 5677.700684
	Iteration 19Q: 3 clusters Score -1.116037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11160376.000000 Penalty: 5677.700684
	Iteration 20F: 3 clusters Score -1.116038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11160391.000000 Penalty: 5677.700684
	Iteration 21Q: 3 clusters Score -1.116039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11160398.000000 Penalty: 5677.700684
	Iteration 22Q: 3 clusters Score -1.11604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -11160401.000000 Penalty: 5677.700684
	Iteration 23Q: 3 clusters Score -1.11604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93404 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -11160410.000000 Penalty: 5677.700684
	Iteration 24Q: 3 clusters Score -1.116041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11160420.000000 Penalty: 5677.700684
	Iteration 25Q: 3 clusters Score -1.116042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11160424.000000 Penalty: 5677.700684
	Iteration 26Q: 3 clusters Score -1.116042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -11160424.000000 Penalty: 5677.700684
	Iteration 27F: 3 clusters Score -1.116042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Entering Unmasked Estep 
Score: -13154519.000000 Penalty: 2869.684082
	Iteration 0F: 2 clusters Score -1.315452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -13083704.000000 Penalty: 5739.368164
	Iteration 0F: 3 clusters Score -1.30837e+07 nChanged 50200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -13112206.000000 Penalty: 5739.368164
	Iteration 1F: 3 clusters Score -1.311221e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -13113207.000000 Penalty: 5739.368164
	Iteration 2Q: 3 clusters Score -1.311321e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -13114469.000000 Penalty: 5739.368164
	Iteration 3Q: 3 clusters Score -1.311447e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -13116249.000000 Penalty: 5739.368164
	Iteration 4Q: 3 clusters Score -1.311625e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -13118330.000000 Penalty: 5739.368164
	Iteration 5Q: 3 clusters Score -1.311833e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -13120945.000000 Penalty: 5739.368164
	Iteration 6Q: 3 clusters Score -1.312094e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -13124193.000000 Penalty: 5739.368164
	Iteration 7F: 3 clusters Score -1.312419e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -13128256.000000 Penalty: 5739.368164
	Iteration 8F: 3 clusters Score -1.312826e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -13132763.000000 Penalty: 5739.368164
	Iteration 9F: 3 clusters Score -1.313276e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -13136693.000000 Penalty: 5739.368164
	Iteration 10F: 3 clusters Score -1.313669e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -13139022.000000 Penalty: 5739.368164
	Iteration 11Q: 3 clusters Score -1.313902e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -13140039.000000 Penalty: 5739.368164
	Iteration 12Q: 3 clusters Score -1.314004e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -13140367.000000 Penalty: 5739.368164
	Iteration 13Q: 3 clusters Score -1.314037e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -13140508.000000 Penalty: 5739.368164
	Iteration 14Q: 3 clusters Score -1.314051e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -13140663.000000 Penalty: 5739.368164
	Iteration 15Q: 3 clusters Score -1.314066e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -13140819.000000 Penalty: 5739.368164
	Iteration 16Q: 3 clusters Score -1.314082e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -13140949.000000 Penalty: 5739.368164
	Iteration 17Q: 3 clusters Score -1.314095e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -13141163.000000 Penalty: 5739.368164
	Iteration 18Q: 3 clusters Score -1.314116e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -13141336.000000 Penalty: 5739.368164
	Iteration 19Q: 3 clusters Score -1.314134e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -13141433.000000 Penalty: 5739.368164
	Iteration 20F: 3 clusters Score -1.314143e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -13141527.000000 Penalty: 5739.368164
	Iteration 21Q: 3 clusters Score -1.314153e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -13141637.000000 Penalty: 5739.368164
	Iteration 22Q: 3 clusters Score -1.314164e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -13141781.000000 Penalty: 5739.368164
	Iteration 23Q: 3 clusters Score -1.314178e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -13141908.000000 Penalty: 5739.368164
	Iteration 24Q: 3 clusters Score -1.314191e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -13142068.000000 Penalty: 5739.368164
	Iteration 25Q: 3 clusters Score -1.314207e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -13142137.000000 Penalty: 5739.368164
	Iteration 26Q: 3 clusters Score -1.314214e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -13142246.000000 Penalty: 5739.368164
	Iteration 27Q: 3 clusters Score -1.314225e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -13142270.000000 Penalty: 5739.368164
	Iteration 28Q: 3 clusters Score -1.314227e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -13142358.000000 Penalty: 5739.368164
	Iteration 29Q: 3 clusters Score -1.314236e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -13142451.000000 Penalty: 5739.368164
	Iteration 30Q: 3 clusters Score -1.314245e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -13142570.000000 Penalty: 5739.368164
	Iteration 31Q: 3 clusters Score -1.314257e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -13142809.000000 Penalty: 5739.368164
	Iteration 32Q: 3 clusters Score -1.314281e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -13142982.000000 Penalty: 5739.368164
	Iteration 33Q: 3 clusters Score -1.314298e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -13143283.000000 Penalty: 5739.368164
	Iteration 34Q: 3 clusters Score -1.314328e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -13143565.000000 Penalty: 5739.368164
	Iteration 35Q: 3 clusters Score -1.314356e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -13143827.000000 Penalty: 5739.368164
	Iteration 36Q: 3 clusters Score -1.314383e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -13144104.000000 Penalty: 5739.368164
	Iteration 37Q: 3 clusters Score -1.31441e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -13144417.000000 Penalty: 5739.368164
	Iteration 38Q: 3 clusters Score -1.314442e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -13144752.000000 Penalty: 5739.368164
	Iteration 39Q: 3 clusters Score -1.314475e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -13144968.000000 Penalty: 5739.368164
	Iteration 40F: 3 clusters Score -1.314497e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -13145305.000000 Penalty: 5739.368164
	Iteration 41Q: 3 clusters Score -1.31453e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -13145703.000000 Penalty: 5739.368164
	Iteration 42Q: 3 clusters Score -1.31457e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -13146127.000000 Penalty: 5739.368164
	Iteration 43Q: 3 clusters Score -1.314613e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -13146444.000000 Penalty: 5739.368164
	Iteration 44Q: 3 clusters Score -1.314644e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -13146809.000000 Penalty: 5739.368164
	Iteration 45Q: 3 clusters Score -1.314681e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -13147120.000000 Penalty: 5739.368164
	Iteration 46Q: 3 clusters Score -1.314712e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -13147546.000000 Penalty: 5739.368164
	Iteration 47Q: 3 clusters Score -1.314755e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -13147950.000000 Penalty: 5739.368164
	Iteration 48Q: 3 clusters Score -1.314795e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -13148292.000000 Penalty: 5739.368164
	Iteration 49Q: 3 clusters Score -1.314829e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -13148606.000000 Penalty: 5739.368164
	Iteration 50Q: 3 clusters Score -1.314861e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87547 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -13148917.000000 Penalty: 5739.368164
	Iteration 51Q: 3 clusters Score -1.314892e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -13149162.000000 Penalty: 5739.368164
	Iteration 52Q: 3 clusters Score -1.314916e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -13149498.000000 Penalty: 5739.368164
	Iteration 53Q: 3 clusters Score -1.31495e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -13149776.000000 Penalty: 5739.368164
	Iteration 54Q: 3 clusters Score -1.314978e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -13150010.000000 Penalty: 5739.368164
	Iteration 55Q: 3 clusters Score -1.315001e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92869 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -13150309.000000 Penalty: 5739.368164
	Iteration 56Q: 3 clusters Score -1.315031e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -13150554.000000 Penalty: 5739.368164
	Iteration 57Q: 3 clusters Score -1.315055e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -13150741.000000 Penalty: 5739.368164
	Iteration 58Q: 3 clusters Score -1.315074e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -13150987.000000 Penalty: 5739.368164
	Iteration 59Q: 3 clusters Score -1.315099e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -13151170.000000 Penalty: 5739.368164
	Iteration 60F: 3 clusters Score -1.315117e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -13151308.000000 Penalty: 5739.368164
	Iteration 61Q: 3 clusters Score -1.315131e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97419 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -13151452.000000 Penalty: 5739.368164
	Iteration 62Q: 3 clusters Score -1.315145e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -13151647.000000 Penalty: 5739.368164
	Iteration 63Q: 3 clusters Score -1.315165e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98585 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -13151802.000000 Penalty: 5739.368164
	Iteration 64Q: 3 clusters Score -1.31518e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -13151975.000000 Penalty: 5739.368164
	Iteration 65Q: 3 clusters Score -1.315198e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -13152088.000000 Penalty: 5739.368164
	Iteration 66Q: 3 clusters Score -1.315209e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -13152260.000000 Penalty: 5739.368164
	Iteration 67Q: 3 clusters Score -1.315226e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -13152408.000000 Penalty: 5739.368164
	Iteration 68Q: 3 clusters Score -1.315241e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -13152481.000000 Penalty: 5739.368164
	Iteration 69Q: 3 clusters Score -1.315248e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -13152580.000000 Penalty: 5739.368164
	Iteration 70Q: 3 clusters Score -1.315258e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -13152627.000000 Penalty: 5739.368164
	Iteration 71Q: 3 clusters Score -1.315263e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -13152714.000000 Penalty: 5739.368164
	Iteration 72Q: 3 clusters Score -1.315271e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -13152769.000000 Penalty: 5739.368164
	Iteration 73Q: 3 clusters Score -1.315277e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -13152828.000000 Penalty: 5739.368164
	Iteration 74Q: 3 clusters Score -1.315283e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -13152823.000000 Penalty: 5739.368164
	Iteration 75Q: 3 clusters Score -1.315282e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102402 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -13152887.000000 Penalty: 5739.368164
	Iteration 76Q: 3 clusters Score -1.315289e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -13152905.000000 Penalty: 5739.368164
	Iteration 77Q: 3 clusters Score -1.31529e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -13152942.000000 Penalty: 5739.368164
	Iteration 78Q: 3 clusters Score -1.315294e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -13152939.000000 Penalty: 5739.368164
	Iteration 79Q: 3 clusters Score -1.315294e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -13152953.000000 Penalty: 5739.368164
	Iteration 80F: 3 clusters Score -1.315295e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -13152976.000000 Penalty: 5739.368164
	Iteration 81Q: 3 clusters Score -1.315298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -13152995.000000 Penalty: 5739.368164
	Iteration 82Q: 3 clusters Score -1.3153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -13152988.000000 Penalty: 5739.368164
	Iteration 83Q: 3 clusters Score -1.315299e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102917 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -13153005.000000 Penalty: 5739.368164
	Iteration 84Q: 3 clusters Score -1.3153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102972 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -13153013.000000 Penalty: 5739.368164
	Iteration 85Q: 3 clusters Score -1.315301e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -13153002.000000 Penalty: 5739.368164
	Iteration 86Q: 3 clusters Score -1.3153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -13153018.000000 Penalty: 5739.368164
	Iteration 87Q: 3 clusters Score -1.315302e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -13153022.000000 Penalty: 5739.368164
	Iteration 88Q: 3 clusters Score -1.315302e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -13153017.000000 Penalty: 5739.368164
	Iteration 89Q: 3 clusters Score -1.315302e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103207 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -13153007.000000 Penalty: 5739.368164
	Iteration 90Q: 3 clusters Score -1.315301e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13153003.000000 Penalty: 5739.368164
	Iteration 91Q: 3 clusters Score -1.3153e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -13153011.000000 Penalty: 5739.368164
	Iteration 92Q: 3 clusters Score -1.315301e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -13152980.000000 Penalty: 5739.368164
	Iteration 93Q: 3 clusters Score -1.315298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103385 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -13153017.000000 Penalty: 5739.368164
	Iteration 94Q: 3 clusters Score -1.315302e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -13152990.000000 Penalty: 5739.368164
	Iteration 95Q: 3 clusters Score -1.315299e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -13153038.000000 Penalty: 5739.368164
	Iteration 96Q: 3 clusters Score -1.315304e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -13153051.000000 Penalty: 5739.368164
	Iteration 97Q: 3 clusters Score -1.315305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13153041.000000 Penalty: 5739.368164
	Iteration 98Q: 3 clusters Score -1.315304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13153045.000000 Penalty: 5739.368164
	Iteration 99Q: 3 clusters Score -1.315304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103558 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -13153051.000000 Penalty: 5739.368164
	Iteration 100F: 3 clusters Score -1.315305e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -13153070.000000 Penalty: 5739.368164
	Iteration 101Q: 3 clusters Score -1.315307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103589 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13153072.000000 Penalty: 5739.368164
	Iteration 102Q: 3 clusters Score -1.315307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103601 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -13153075.000000 Penalty: 5739.368164
	Iteration 103Q: 3 clusters Score -1.315308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -13153063.000000 Penalty: 5739.368164
	Iteration 104Q: 3 clusters Score -1.315306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -13153068.000000 Penalty: 5739.368164
	Iteration 105Q: 3 clusters Score -1.315307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -13153072.000000 Penalty: 5739.368164
	Iteration 106Q: 3 clusters Score -1.315307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13153095.000000 Penalty: 5739.368164
	Iteration 107Q: 3 clusters Score -1.31531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13153091.000000 Penalty: 5739.368164
	Iteration 108Q: 3 clusters Score -1.315309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13153094.000000 Penalty: 5739.368164
	Iteration 109Q: 3 clusters Score -1.315309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -13153097.000000 Penalty: 5739.368164
	Iteration 110Q: 3 clusters Score -1.31531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13153095.000000 Penalty: 5739.368164
	Iteration 111Q: 3 clusters Score -1.31531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -13153096.000000 Penalty: 5739.368164
	Iteration 112Q: 3 clusters Score -1.31531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -13153090.000000 Penalty: 5739.368164
	Iteration 113Q: 3 clusters Score -1.315309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103702 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13153108.000000 Penalty: 5739.368164
	Iteration 114Q: 3 clusters Score -1.315311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13153108.000000 Penalty: 5739.368164
	Iteration 115Q: 3 clusters Score -1.315311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13153097.000000 Penalty: 5739.368164
	Iteration 116Q: 3 clusters Score -1.31531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -13153097.000000 Penalty: 5739.368164
	Iteration 117Q: 3 clusters Score -1.31531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13153088.000000 Penalty: 5739.368164
	Iteration 118Q: 3 clusters Score -1.315309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -13153083.000000 Penalty: 5739.368164
	Iteration 119Q: 3 clusters Score -1.315308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -13153088.000000 Penalty: 5739.368164
	Iteration 120F: 3 clusters Score -1.315309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -432361.437500 Penalty: 2030.036011
	Iteration 0F: 2 clusters Score -432361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -428786.812500 Penalty: 4060.072021
	Iteration 0F: 3 clusters Score -428786.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -429585.375000 Penalty: 4060.072021
	Iteration 1F: 3 clusters Score -429585.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -429767.187500 Penalty: 4060.072021
	Iteration 2F: 3 clusters Score -429767.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -429862.125000 Penalty: 4060.072021
	Iteration 3Q: 3 clusters Score -429862.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -429926.843750 Penalty: 4060.072021
	Iteration 4Q: 3 clusters Score -429926.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -429985.968750 Penalty: 4060.072021
	Iteration 5Q: 3 clusters Score -429986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -430029.156250 Penalty: 4060.072021
	Iteration 6Q: 3 clusters Score -430029.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -430060.562500 Penalty: 4060.072021
	Iteration 7Q: 3 clusters Score -430060.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -430085.687500 Penalty: 4060.072021
	Iteration 8Q: 3 clusters Score -430085.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -430101.906250 Penalty: 4060.072021
	Iteration 9Q: 3 clusters Score -430101.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -430121.406250 Penalty: 4060.072021
	Iteration 10Q: 3 clusters Score -430121.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -430140.031250 Penalty: 4060.072021
	Iteration 11Q: 3 clusters Score -430140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -430156.562500 Penalty: 4060.072021
	Iteration 12Q: 3 clusters Score -430156.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -430169.875000 Penalty: 4060.072021
	Iteration 13Q: 3 clusters Score -430169.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -430185.937500 Penalty: 4060.072021
	Iteration 14Q: 3 clusters Score -430185.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -430203.625000 Penalty: 4060.072021
	Iteration 15Q: 3 clusters Score -430203.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -430226.250000 Penalty: 4060.072021
	Iteration 16Q: 3 clusters Score -430226.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -430254.656250 Penalty: 4060.072021
	Iteration 17Q: 3 clusters Score -430254.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -430279.812500 Penalty: 4060.072021
	Iteration 18Q: 3 clusters Score -430279.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -430310.062500 Penalty: 4060.072021
	Iteration 19Q: 3 clusters Score -430310.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -430333.718750 Penalty: 4060.072021
	Iteration 20F: 3 clusters Score -430333.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -430354.468750 Penalty: 4060.072021
	Iteration 21Q: 3 clusters Score -430354.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -430377.937500 Penalty: 4060.072021
	Iteration 22Q: 3 clusters Score -430377.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -430401.718750 Penalty: 4060.072021
	Iteration 23Q: 3 clusters Score -430401.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -430427.750000 Penalty: 4060.072021
	Iteration 24Q: 3 clusters Score -430427.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -430456.218750 Penalty: 4060.072021
	Iteration 25Q: 3 clusters Score -430456.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -430479.937500 Penalty: 4060.072021
	Iteration 26Q: 3 clusters Score -430479.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -430506.031250 Penalty: 4060.072021
	Iteration 27Q: 3 clusters Score -430506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -430524.718750 Penalty: 4060.072021
	Iteration 28Q: 3 clusters Score -430524.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -430546.812500 Penalty: 4060.072021
	Iteration 29Q: 3 clusters Score -430546.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -430566.343750 Penalty: 4060.072021
	Iteration 30Q: 3 clusters Score -430566.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -430579.312500 Penalty: 4060.072021
	Iteration 31Q: 3 clusters Score -430579.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -430589.937500 Penalty: 4060.072021
	Iteration 32Q: 3 clusters Score -430589.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -430600.250000 Penalty: 4060.072021
	Iteration 33Q: 3 clusters Score -430600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -430616.031250 Penalty: 4060.072021
	Iteration 34Q: 3 clusters Score -430616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -430631.656250 Penalty: 4060.072021
	Iteration 35Q: 3 clusters Score -430631.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -430640.750000 Penalty: 4060.072021
	Iteration 36Q: 3 clusters Score -430640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -430647.218750 Penalty: 4060.072021
	Iteration 37Q: 3 clusters Score -430647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -430653.687500 Penalty: 4060.072021
	Iteration 38Q: 3 clusters Score -430653.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -430658.562500 Penalty: 4060.072021
	Iteration 39Q: 3 clusters Score -430658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -430659.843750 Penalty: 4060.072021
	Iteration 40F: 3 clusters Score -430659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -430660.656250 Penalty: 4060.072021
	Iteration 41Q: 3 clusters Score -430660.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -430660.656250 Penalty: 4060.072021
	Iteration 42F: 3 clusters Score -430660.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -402119.812500 Penalty: 2013.463135
	Iteration 0F: 2 clusters Score -402119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -398655.250000 Penalty: 4026.926270
	Iteration 0F: 3 clusters Score -398655.2 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -399337.968750 Penalty: 4026.926270
	Iteration 1F: 3 clusters Score -399338 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -399543.781250 Penalty: 4026.926270
	Iteration 2F: 3 clusters Score -399543.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -399683.000000 Penalty: 4026.926270
	Iteration 3F: 3 clusters Score -399683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -399785.156250 Penalty: 4026.926270
	Iteration 4Q: 3 clusters Score -399785.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -399841.968750 Penalty: 4026.926270
	Iteration 5Q: 3 clusters Score -399842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -399883.781250 Penalty: 4026.926270
	Iteration 6Q: 3 clusters Score -399883.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -399919.687500 Penalty: 4026.926270
	Iteration 7Q: 3 clusters Score -399919.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -399956.656250 Penalty: 4026.926270
	Iteration 8Q: 3 clusters Score -399956.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -399998.250000 Penalty: 4026.926270
	Iteration 9Q: 3 clusters Score -399998.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -400061.781250 Penalty: 4026.926270
	Iteration 10Q: 3 clusters Score -400061.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -400139.437500 Penalty: 4026.926270
	Iteration 11Q: 3 clusters Score -400139.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -400209.062500 Penalty: 4026.926270
	Iteration 12Q: 3 clusters Score -400209.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -400285.468750 Penalty: 4026.926270
	Iteration 13Q: 3 clusters Score -400285.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -400357.593750 Penalty: 4026.926270
	Iteration 14Q: 3 clusters Score -400357.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -400416.531250 Penalty: 4026.926270
	Iteration 15Q: 3 clusters Score -400416.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -400469.812500 Penalty: 4026.926270
	Iteration 16Q: 3 clusters Score -400469.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -400525.375000 Penalty: 4026.926270
	Iteration 17Q: 3 clusters Score -400525.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -400586.500000 Penalty: 4026.926270
	Iteration 18Q: 3 clusters Score -400586.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -400646.156250 Penalty: 4026.926270
	Iteration 19Q: 3 clusters Score -400646.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -400729.593750 Penalty: 4026.926270
	Iteration 20F: 3 clusters Score -400729.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -400822.500000 Penalty: 4026.926270
	Iteration 21Q: 3 clusters Score -400822.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -400948.562500 Penalty: 4026.926270
	Iteration 22Q: 3 clusters Score -400948.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -401092.593750 Penalty: 4026.926270
	Iteration 23Q: 3 clusters Score -401092.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -401178.187500 Penalty: 4026.926270
	Iteration 24Q: 3 clusters Score -401178.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -401225.250000 Penalty: 4026.926270
	Iteration 25Q: 3 clusters Score -401225.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -401252.968750 Penalty: 4026.926270
	Iteration 26Q: 3 clusters Score -401253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -401263.156250 Penalty: 4026.926270
	Iteration 27Q: 3 clusters Score -401263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -401269.593750 Penalty: 4026.926270
	Iteration 28Q: 3 clusters Score -401269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -401274.375000 Penalty: 4026.926270
	Iteration 29Q: 3 clusters Score -401274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -401276.312500 Penalty: 4026.926270
	Iteration 30Q: 3 clusters Score -401276.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -401279.562500 Penalty: 4026.926270
	Iteration 31Q: 3 clusters Score -401279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -401283.375000 Penalty: 4026.926270
	Iteration 32Q: 3 clusters Score -401283.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -401286.187500 Penalty: 4026.926270
	Iteration 33Q: 3 clusters Score -401286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -401288.093750 Penalty: 4026.926270
	Iteration 34Q: 3 clusters Score -401288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -401289.343750 Penalty: 4026.926270
	Iteration 35Q: 3 clusters Score -401289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -401289.781250 Penalty: 4026.926270
	Iteration 36Q: 3 clusters Score -401289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -401292.437500 Penalty: 4026.926270
	Iteration 37Q: 3 clusters Score -401292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -401295.687500 Penalty: 4026.926270
	Iteration 38Q: 3 clusters Score -401295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -401296.718750 Penalty: 4026.926270
	Iteration 39Q: 3 clusters Score -401296.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -401298.093750 Penalty: 4026.926270
	Iteration 40F: 3 clusters Score -401298.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -401298.843750 Penalty: 4026.926270
	Iteration 41Q: 3 clusters Score -401298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -401299.406250 Penalty: 4026.926270
	Iteration 42Q: 3 clusters Score -401299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -401299.406250 Penalty: 4026.926270
	Iteration 43F: 3 clusters Score -401299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Entering Unmasked Estep 
Score: -764673.562500 Penalty: 2180.853516
	Iteration 0F: 2 clusters Score -764673.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -759089.687500 Penalty: 4361.707031
	Iteration 0F: 3 clusters Score -759089.7 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -760656.187500 Penalty: 4361.707031
	Iteration 1F: 3 clusters Score -760656.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -761079.187500 Penalty: 4361.707031
	Iteration 2F: 3 clusters Score -761079.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -761374.937500 Penalty: 4361.707031
	Iteration 3F: 3 clusters Score -761374.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -761595.375000 Penalty: 4361.707031
	Iteration 4F: 3 clusters Score -761595.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -761801.562500 Penalty: 4361.707031
	Iteration 5Q: 3 clusters Score -761801.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -761994.875000 Penalty: 4361.707031
	Iteration 6Q: 3 clusters Score -761994.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -762181.000000 Penalty: 4361.707031
	Iteration 7Q: 3 clusters Score -762181 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -762367.812500 Penalty: 4361.707031
	Iteration 8Q: 3 clusters Score -762367.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -762535.312500 Penalty: 4361.707031
	Iteration 9Q: 3 clusters Score -762535.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -762675.625000 Penalty: 4361.707031
	Iteration 10Q: 3 clusters Score -762675.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -762791.625000 Penalty: 4361.707031
	Iteration 11Q: 3 clusters Score -762791.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -762880.687500 Penalty: 4361.707031
	Iteration 12Q: 3 clusters Score -762880.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -762955.312500 Penalty: 4361.707031
	Iteration 13Q: 3 clusters Score -762955.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -763017.750000 Penalty: 4361.707031
	Iteration 14Q: 3 clusters Score -763017.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -763072.062500 Penalty: 4361.707031
	Iteration 15Q: 3 clusters Score -763072.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -763107.937500 Penalty: 4361.707031
	Iteration 16Q: 3 clusters Score -763107.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -763133.687500 Penalty: 4361.707031
	Iteration 17Q: 3 clusters Score -763133.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -763162.312500 Penalty: 4361.707031
	Iteration 18Q: 3 clusters Score -763162.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -763196.125000 Penalty: 4361.707031
	Iteration 19Q: 3 clusters Score -763196.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -763221.875000 Penalty: 4361.707031
	Iteration 20F: 3 clusters Score -763221.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -763239.500000 Penalty: 4361.707031
	Iteration 21Q: 3 clusters Score -763239.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -763253.062500 Penalty: 4361.707031
	Iteration 22Q: 3 clusters Score -763253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -763262.625000 Penalty: 4361.707031
	Iteration 23Q: 3 clusters Score -763262.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -763273.437500 Penalty: 4361.707031
	Iteration 24Q: 3 clusters Score -763273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -763277.437500 Penalty: 4361.707031
	Iteration 25Q: 3 clusters Score -763277.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -763280.625000 Penalty: 4361.707031
	Iteration 26Q: 3 clusters Score -763280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -763283.812500 Penalty: 4361.707031
	Iteration 27Q: 3 clusters Score -763283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -763284.312500 Penalty: 4361.707031
	Iteration 28Q: 3 clusters Score -763284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -763286.250000 Penalty: 4361.707031
	Iteration 29Q: 3 clusters Score -763286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -763290.062500 Penalty: 4361.707031
	Iteration 30Q: 3 clusters Score -763290.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -763294.687500 Penalty: 4361.707031
	Iteration 31Q: 3 clusters Score -763294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -763298.562500 Penalty: 4361.707031
	Iteration 32Q: 3 clusters Score -763298.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -763300.375000 Penalty: 4361.707031
	Iteration 33Q: 3 clusters Score -763300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -763299.312500 Penalty: 4361.707031
	Iteration 34Q: 3 clusters Score -763299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -763299.312500 Penalty: 4361.707031
	Iteration 35F: 3 clusters Score -763299.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Entering Unmasked Estep 
Score: -20170202.000000 Penalty: 2975.250977
	Iteration 0F: 2 clusters Score -2.01702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -20063008.000000 Penalty: 5950.501953
	Iteration 0F: 3 clusters Score -2.006301e+07 nChanged 77669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -20108234.000000 Penalty: 5950.501953
	Iteration 1F: 3 clusters Score -2.010823e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -20109092.000000 Penalty: 5950.501953
	Iteration 2Q: 3 clusters Score -2.010909e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -20110106.000000 Penalty: 5950.501953
	Iteration 3Q: 3 clusters Score -2.011011e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -20111484.000000 Penalty: 5950.501953
	Iteration 4Q: 3 clusters Score -2.011148e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -20113918.000000 Penalty: 5950.501953
	Iteration 5Q: 3 clusters Score -2.011392e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -20117844.000000 Penalty: 5950.501953
	Iteration 6Q: 3 clusters Score -2.011784e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -20123702.000000 Penalty: 5950.501953
	Iteration 7F: 3 clusters Score -2.01237e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -20132236.000000 Penalty: 5950.501953
	Iteration 8F: 3 clusters Score -2.013224e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -20141352.000000 Penalty: 5950.501953
	Iteration 9F: 3 clusters Score -2.014135e+07 nChanged 10062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70191 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -20147590.000000 Penalty: 5950.501953
	Iteration 10F: 3 clusters Score -2.014759e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -20150262.000000 Penalty: 5950.501953
	Iteration 11Q: 3 clusters Score -2.015026e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -20151398.000000 Penalty: 5950.501953
	Iteration 12Q: 3 clusters Score -2.01514e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -20152146.000000 Penalty: 5950.501953
	Iteration 13Q: 3 clusters Score -2.015215e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 99621 members 
Entering Unmasked Estep 
Score: -20152760.000000 Penalty: 5950.501953
	Iteration 14Q: 3 clusters Score -2.015276e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -20153568.000000 Penalty: 5950.501953
	Iteration 15Q: 3 clusters Score -2.015357e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -20154362.000000 Penalty: 5950.501953
	Iteration 16Q: 3 clusters Score -2.015436e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 105511 members 
Entering Unmasked Estep 
Score: -20154962.000000 Penalty: 5950.501953
	Iteration 17Q: 3 clusters Score -2.015496e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -20155564.000000 Penalty: 5950.501953
	Iteration 18Q: 3 clusters Score -2.015556e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 109617 members 
Entering Unmasked Estep 
Score: -20156186.000000 Penalty: 5950.501953
	Iteration 19Q: 3 clusters Score -2.015619e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 111715 members 
Entering Unmasked Estep 
Score: -20156796.000000 Penalty: 5950.501953
	Iteration 20F: 3 clusters Score -2.01568e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -20157362.000000 Penalty: 5950.501953
	Iteration 21Q: 3 clusters Score -2.015736e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 115982 members 
Entering Unmasked Estep 
Score: -20157870.000000 Penalty: 5950.501953
	Iteration 22Q: 3 clusters Score -2.015787e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 118213 members 
Entering Unmasked Estep 
Score: -20158614.000000 Penalty: 5950.501953
	Iteration 23Q: 3 clusters Score -2.015861e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 120497 members 
Entering Unmasked Estep 
Score: -20159190.000000 Penalty: 5950.501953
	Iteration 24Q: 3 clusters Score -2.015919e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -20159788.000000 Penalty: 5950.501953
	Iteration 25Q: 3 clusters Score -2.015979e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -20160496.000000 Penalty: 5950.501953
	Iteration 26Q: 3 clusters Score -2.01605e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -20161094.000000 Penalty: 5950.501953
	Iteration 27Q: 3 clusters Score -2.016109e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
Score: -20161744.000000 Penalty: 5950.501953
	Iteration 28Q: 3 clusters Score -2.016174e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -20162278.000000 Penalty: 5950.501953
	Iteration 29Q: 3 clusters Score -2.016228e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -20162890.000000 Penalty: 5950.501953
	Iteration 30Q: 3 clusters Score -2.016289e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 135745 members 
Entering Unmasked Estep 
Score: -20163396.000000 Penalty: 5950.501953
	Iteration 31Q: 3 clusters Score -2.01634e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 137630 members 
Entering Unmasked Estep 
Score: -20163862.000000 Penalty: 5950.501953
	Iteration 32Q: 3 clusters Score -2.016386e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -20164384.000000 Penalty: 5950.501953
	Iteration 33Q: 3 clusters Score -2.016438e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -20164832.000000 Penalty: 5950.501953
	Iteration 34Q: 3 clusters Score -2.016483e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 143008 members 
Entering Unmasked Estep 
Score: -20165400.000000 Penalty: 5950.501953
	Iteration 35Q: 3 clusters Score -2.01654e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -20165904.000000 Penalty: 5950.501953
	Iteration 36Q: 3 clusters Score -2.01659e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 146229 members 
Entering Unmasked Estep 
Score: -20166396.000000 Penalty: 5950.501953
	Iteration 37Q: 3 clusters Score -2.01664e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -20166866.000000 Penalty: 5950.501953
	Iteration 38Q: 3 clusters Score -2.016687e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -20167242.000000 Penalty: 5950.501953
	Iteration 39Q: 3 clusters Score -2.016724e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -20167544.000000 Penalty: 5950.501953
	Iteration 40F: 3 clusters Score -2.016754e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 151378 members 
Entering Unmasked Estep 
Score: -20167738.000000 Penalty: 5950.501953
	Iteration 41Q: 3 clusters Score -2.016774e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -20167836.000000 Penalty: 5950.501953
	Iteration 42Q: 3 clusters Score -2.016784e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -20167916.000000 Penalty: 5950.501953
	Iteration 43Q: 3 clusters Score -2.016792e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -20168124.000000 Penalty: 5950.501953
	Iteration 44Q: 3 clusters Score -2.016812e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -20168162.000000 Penalty: 5950.501953
	Iteration 45Q: 3 clusters Score -2.016816e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 155093 members 
Entering Unmasked Estep 
Score: -20168216.000000 Penalty: 5950.501953
	Iteration 46Q: 3 clusters Score -2.016822e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 155590 members 
Entering Unmasked Estep 
Score: -20168240.000000 Penalty: 5950.501953
	Iteration 47Q: 3 clusters Score -2.016824e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 156000 members 
Entering Unmasked Estep 
Score: -20168336.000000 Penalty: 5950.501953
	Iteration 48Q: 3 clusters Score -2.016834e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 156382 members 
Entering Unmasked Estep 
Score: -20168400.000000 Penalty: 5950.501953
	Iteration 49Q: 3 clusters Score -2.01684e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 156728 members 
Entering Unmasked Estep 
Score: -20168414.000000 Penalty: 5950.501953
	Iteration 50Q: 3 clusters Score -2.016841e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -20168490.000000 Penalty: 5950.501953
	Iteration 51Q: 3 clusters Score -2.016849e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 157281 members 
Entering Unmasked Estep 
Score: -20168564.000000 Penalty: 5950.501953
	Iteration 52Q: 3 clusters Score -2.016856e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 157506 members 
Entering Unmasked Estep 
Score: -20168512.000000 Penalty: 5950.501953
	Iteration 53Q: 3 clusters Score -2.016851e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -20168576.000000 Penalty: 5950.501953
	Iteration 54Q: 3 clusters Score -2.016858e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -20168590.000000 Penalty: 5950.501953
	Iteration 55Q: 3 clusters Score -2.016859e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -20168592.000000 Penalty: 5950.501953
	Iteration 56Q: 3 clusters Score -2.016859e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -20168638.000000 Penalty: 5950.501953
	Iteration 57Q: 3 clusters Score -2.016864e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -20168664.000000 Penalty: 5950.501953
	Iteration 58Q: 3 clusters Score -2.016866e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -20168680.000000 Penalty: 5950.501953
	Iteration 59Q: 3 clusters Score -2.016868e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 158401 members 
Entering Unmasked Estep 
Score: -20168658.000000 Penalty: 5950.501953
	Iteration 60F: 3 clusters Score -2.016866e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 158473 members 
Entering Unmasked Estep 
Score: -20168666.000000 Penalty: 5950.501953
	Iteration 61Q: 3 clusters Score -2.016867e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -20168644.000000 Penalty: 5950.501953
	Iteration 62Q: 3 clusters Score -2.016864e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -20168678.000000 Penalty: 5950.501953
	Iteration 63Q: 3 clusters Score -2.016868e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -20168684.000000 Penalty: 5950.501953
	Iteration 64Q: 3 clusters Score -2.016868e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -20168670.000000 Penalty: 5950.501953
	Iteration 65Q: 3 clusters Score -2.016867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -20168644.000000 Penalty: 5950.501953
	Iteration 66Q: 3 clusters Score -2.016864e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 158861 members 
Entering Unmasked Estep 
Score: -20168654.000000 Penalty: 5950.501953
	Iteration 67Q: 3 clusters Score -2.016865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -20168688.000000 Penalty: 5950.501953
	Iteration 68Q: 3 clusters Score -2.016869e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -20168698.000000 Penalty: 5950.501953
	Iteration 69Q: 3 clusters Score -2.01687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 158965 members 
Entering Unmasked Estep 
Score: -20168720.000000 Penalty: 5950.501953
	Iteration 70Q: 3 clusters Score -2.016872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -20168736.000000 Penalty: 5950.501953
	Iteration 71Q: 3 clusters Score -2.016874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -20168712.000000 Penalty: 5950.501953
	Iteration 72Q: 3 clusters Score -2.016871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -20168730.000000 Penalty: 5950.501953
	Iteration 73Q: 3 clusters Score -2.016873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 159052 members 
Entering Unmasked Estep 
Score: -20168752.000000 Penalty: 5950.501953
	Iteration 74Q: 3 clusters Score -2.016875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -20168768.000000 Penalty: 5950.501953
	Iteration 75Q: 3 clusters Score -2.016877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 159084 members 
Entering Unmasked Estep 
Score: -20168746.000000 Penalty: 5950.501953
	Iteration 76Q: 3 clusters Score -2.016875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -20168750.000000 Penalty: 5950.501953
	Iteration 77Q: 3 clusters Score -2.016875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -20168756.000000 Penalty: 5950.501953
	Iteration 78Q: 3 clusters Score -2.016876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -20168740.000000 Penalty: 5950.501953
	Iteration 79Q: 3 clusters Score -2.016874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 159138 members 
Entering Unmasked Estep 
Score: -20168740.000000 Penalty: 5950.501953
	Iteration 80F: 3 clusters Score -2.016874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 159146 members 
Entering Unmasked Estep 
Score: -20168738.000000 Penalty: 5950.501953
	Iteration 81Q: 3 clusters Score -2.016874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 159156 members 
Entering Unmasked Estep 
Score: -20168740.000000 Penalty: 5950.501953
	Iteration 82Q: 3 clusters Score -2.016874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -20168746.000000 Penalty: 5950.501953
	Iteration 83Q: 3 clusters Score -2.016875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 159163 members 
Entering Unmasked Estep 
Score: -20168734.000000 Penalty: 5950.501953
	Iteration 84Q: 3 clusters Score -2.016873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -20168730.000000 Penalty: 5950.501953
	Iteration 85Q: 3 clusters Score -2.016873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -20168738.000000 Penalty: 5950.501953
	Iteration 86Q: 3 clusters Score -2.016874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 159182 members 
Entering Unmasked Estep 
Score: -20168732.000000 Penalty: 5950.501953
	Iteration 87Q: 3 clusters Score -2.016873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -20168726.000000 Penalty: 5950.501953
	Iteration 88Q: 3 clusters Score -2.016873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -20168726.000000 Penalty: 5950.501953
	Iteration 89Q: 3 clusters Score -2.016873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 159214 members 
Entering Unmasked Estep 
Score: -20168728.000000 Penalty: 5950.501953
	Iteration 90Q: 3 clusters Score -2.016873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -20168748.000000 Penalty: 5950.501953
	Iteration 91Q: 3 clusters Score -2.016875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -20168756.000000 Penalty: 5950.501953
	Iteration 92Q: 3 clusters Score -2.016876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 159225 members 
Entering Unmasked Estep 
Score: -20168754.000000 Penalty: 5950.501953
	Iteration 93Q: 3 clusters Score -2.016875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 159228 members 
Entering Unmasked Estep 
Score: -20168756.000000 Penalty: 5950.501953
	Iteration 94Q: 3 clusters Score -2.016876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -20168744.000000 Penalty: 5950.501953
	Iteration 95Q: 3 clusters Score -2.016874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 159241 members 
Entering Unmasked Estep 
Score: -20168756.000000 Penalty: 5950.501953
	Iteration 96Q: 3 clusters Score -2.016876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 159244 members 
Entering Unmasked Estep 
Score: -20168760.000000 Penalty: 5950.501953
	Iteration 97Q: 3 clusters Score -2.016876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -20168754.000000 Penalty: 5950.501953
	Iteration 98Q: 3 clusters Score -2.016875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -20168746.000000 Penalty: 5950.501953
	Iteration 99Q: 3 clusters Score -2.016875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 159260 members 
Entering Unmasked Estep 
Score: -20168730.000000 Penalty: 5950.501953
	Iteration 100F: 3 clusters Score -2.016873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -20168738.000000 Penalty: 5950.501953
	Iteration 101Q: 3 clusters Score -2.016874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -20168748.000000 Penalty: 5950.501953
	Iteration 102Q: 3 clusters Score -2.016875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 159276 members 
Entering Unmasked Estep 
Score: -20168752.000000 Penalty: 5950.501953
	Iteration 103Q: 3 clusters Score -2.016875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -20168762.000000 Penalty: 5950.501953
	Iteration 104Q: 3 clusters Score -2.016876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -20168758.000000 Penalty: 5950.501953
	Iteration 105Q: 3 clusters Score -2.016876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -20168756.000000 Penalty: 5950.501953
	Iteration 106Q: 3 clusters Score -2.016876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -20168746.000000 Penalty: 5950.501953
	Iteration 107Q: 3 clusters Score -2.016875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -20168752.000000 Penalty: 5950.501953
	Iteration 108Q: 3 clusters Score -2.016875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -20168748.000000 Penalty: 5950.501953
	Iteration 109Q: 3 clusters Score -2.016875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -20168748.000000 Penalty: 5950.501953
	Iteration 110Q: 3 clusters Score -2.016875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -20168754.000000 Penalty: 5950.501953
	Iteration 111Q: 3 clusters Score -2.016875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -20168748.000000 Penalty: 5950.501953
	Iteration 112Q: 3 clusters Score -2.016875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -20168744.000000 Penalty: 5950.501953
	Iteration 113Q: 3 clusters Score -2.016874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 159309 members 
Entering Unmasked Estep 
Score: -20168744.000000 Penalty: 5950.501953
	Iteration 114F: 3 clusters Score -2.016874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187494 members 
Entering Unmasked Estep 
Score: -23004102.000000 Penalty: 3011.092529
	Iteration 0F: 2 clusters Score -2.30041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -22880618.000000 Penalty: 6022.185059
	Iteration 0F: 3 clusters Score -2.288062e+07 nChanged 90171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 98562 members 
Entering Unmasked Estep 
Score: -22933988.000000 Penalty: 6022.185059
	Iteration 1F: 3 clusters Score -2.293399e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 101514 members 
Entering Unmasked Estep 
Score: -22935592.000000 Penalty: 6022.185059
	Iteration 2Q: 3 clusters Score -2.293559e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -22937958.000000 Penalty: 6022.185059
	Iteration 3Q: 3 clusters Score -2.293796e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -22942036.000000 Penalty: 6022.185059
	Iteration 4Q: 3 clusters Score -2.294204e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -22948880.000000 Penalty: 6022.185059
	Iteration 5F: 3 clusters Score -2.294888e+07 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -22959734.000000 Penalty: 6022.185059
	Iteration 6F: 3 clusters Score -2.295973e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 143824 members 
Entering Unmasked Estep 
Score: -22973726.000000 Penalty: 6022.185059
	Iteration 7F: 3 clusters Score -2.297373e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 152223 members 
Entering Unmasked Estep 
Score: -22986778.000000 Penalty: 6022.185059
	Iteration 8F: 3 clusters Score -2.298678e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 156320 members 
Entering Unmasked Estep 
Score: -22995154.000000 Penalty: 6022.185059
	Iteration 9Q: 3 clusters Score -2.299515e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 158124 members 
Entering Unmasked Estep 
Score: -22999018.000000 Penalty: 6022.185059
	Iteration 10Q: 3 clusters Score -2.299902e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 159154 members 
Entering Unmasked Estep 
Score: -23001198.000000 Penalty: 6022.185059
	Iteration 11Q: 3 clusters Score -2.30012e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -23002674.000000 Penalty: 6022.185059
	Iteration 12Q: 3 clusters Score -2.300267e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 160077 members 
Entering Unmasked Estep 
Score: -23003478.000000 Penalty: 6022.185059
	Iteration 13Q: 3 clusters Score -2.300348e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 160146 members 
Entering Unmasked Estep 
Score: -23004030.000000 Penalty: 6022.185059
	Iteration 14Q: 3 clusters Score -2.300403e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 160185 members 
Entering Unmasked Estep 
Score: -23004240.000000 Penalty: 6022.185059
	Iteration 15Q: 3 clusters Score -2.300424e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 160262 members 
Entering Unmasked Estep 
Score: -23004478.000000 Penalty: 6022.185059
	Iteration 16Q: 3 clusters Score -2.300448e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 160345 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 17Q: 3 clusters Score -2.300458e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 160429 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 18Q: 3 clusters Score -2.300458e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 160509 members 
Entering Unmasked Estep 
Score: -23004574.000000 Penalty: 6022.185059
	Iteration 19Q: 3 clusters Score -2.300457e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 160600 members 
Entering Unmasked Estep 
Score: -23004574.000000 Penalty: 6022.185059
	Iteration 20F: 3 clusters Score -2.300457e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 160693 members 
Entering Unmasked Estep 
Score: -23004576.000000 Penalty: 6022.185059
	Iteration 21Q: 3 clusters Score -2.300458e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 160773 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 22Q: 3 clusters Score -2.300459e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 23Q: 3 clusters Score -2.300459e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -23004612.000000 Penalty: 6022.185059
	Iteration 24Q: 3 clusters Score -2.300461e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -23004592.000000 Penalty: 6022.185059
	Iteration 25Q: 3 clusters Score -2.300459e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -23004542.000000 Penalty: 6022.185059
	Iteration 26Q: 3 clusters Score -2.300454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 161134 members 
Entering Unmasked Estep 
Score: -23004546.000000 Penalty: 6022.185059
	Iteration 27Q: 3 clusters Score -2.300455e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -23004550.000000 Penalty: 6022.185059
	Iteration 28Q: 3 clusters Score -2.300455e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 161216 members 
Entering Unmasked Estep 
Score: -23004554.000000 Penalty: 6022.185059
	Iteration 29Q: 3 clusters Score -2.300455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 161250 members 
Entering Unmasked Estep 
Score: -23004554.000000 Penalty: 6022.185059
	Iteration 30Q: 3 clusters Score -2.300455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -23004556.000000 Penalty: 6022.185059
	Iteration 31Q: 3 clusters Score -2.300456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -23004550.000000 Penalty: 6022.185059
	Iteration 32Q: 3 clusters Score -2.300455e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -23004562.000000 Penalty: 6022.185059
	Iteration 33Q: 3 clusters Score -2.300456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 34Q: 3 clusters Score -2.300459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 161429 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 35Q: 3 clusters Score -2.300459e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 161462 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 36Q: 3 clusters Score -2.300459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 161484 members 
Entering Unmasked Estep 
Score: -23004578.000000 Penalty: 6022.185059
	Iteration 37Q: 3 clusters Score -2.300458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 161506 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 38Q: 3 clusters Score -2.300458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 39Q: 3 clusters Score -2.300458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -23004574.000000 Penalty: 6022.185059
	Iteration 40F: 3 clusters Score -2.300457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 161566 members 
Entering Unmasked Estep 
Score: -23004572.000000 Penalty: 6022.185059
	Iteration 41Q: 3 clusters Score -2.300457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -23004576.000000 Penalty: 6022.185059
	Iteration 42Q: 3 clusters Score -2.300458e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -23004586.000000 Penalty: 6022.185059
	Iteration 43Q: 3 clusters Score -2.300459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 161617 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 44Q: 3 clusters Score -2.300459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 161628 members 
Entering Unmasked Estep 
Score: -23004606.000000 Penalty: 6022.185059
	Iteration 45Q: 3 clusters Score -2.300461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -23004620.000000 Penalty: 6022.185059
	Iteration 46Q: 3 clusters Score -2.300462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -23004620.000000 Penalty: 6022.185059
	Iteration 47Q: 3 clusters Score -2.300462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -23004620.000000 Penalty: 6022.185059
	Iteration 48Q: 3 clusters Score -2.300462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 161655 members 
Entering Unmasked Estep 
Score: -23004614.000000 Penalty: 6022.185059
	Iteration 49Q: 3 clusters Score -2.300461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -23004618.000000 Penalty: 6022.185059
	Iteration 50Q: 3 clusters Score -2.300462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 161670 members 
Entering Unmasked Estep 
Score: -23004622.000000 Penalty: 6022.185059
	Iteration 51Q: 3 clusters Score -2.300462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 161679 members 
Entering Unmasked Estep 
Score: -23004608.000000 Penalty: 6022.185059
	Iteration 52Q: 3 clusters Score -2.300461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 161691 members 
Entering Unmasked Estep 
Score: -23004604.000000 Penalty: 6022.185059
	Iteration 53Q: 3 clusters Score -2.30046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -23004598.000000 Penalty: 6022.185059
	Iteration 54Q: 3 clusters Score -2.30046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 161711 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 55Q: 3 clusters Score -2.300459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 161717 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 56Q: 3 clusters Score -2.300459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 57Q: 3 clusters Score -2.300458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -23004568.000000 Penalty: 6022.185059
	Iteration 58Q: 3 clusters Score -2.300457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -23004570.000000 Penalty: 6022.185059
	Iteration 59Q: 3 clusters Score -2.300457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 161777 members 
Entering Unmasked Estep 
Score: -23004574.000000 Penalty: 6022.185059
	Iteration 60F: 3 clusters Score -2.300457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 161786 members 
Entering Unmasked Estep 
Score: -23004582.000000 Penalty: 6022.185059
	Iteration 61Q: 3 clusters Score -2.300458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -23004562.000000 Penalty: 6022.185059
	Iteration 62Q: 3 clusters Score -2.300456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 161798 members 
Entering Unmasked Estep 
Score: -23004564.000000 Penalty: 6022.185059
	Iteration 63Q: 3 clusters Score -2.300456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 161807 members 
Entering Unmasked Estep 
Score: -23004576.000000 Penalty: 6022.185059
	Iteration 64Q: 3 clusters Score -2.300458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 161820 members 
Entering Unmasked Estep 
Score: -23004568.000000 Penalty: 6022.185059
	Iteration 65Q: 3 clusters Score -2.300457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 161829 members 
Entering Unmasked Estep 
Score: -23004562.000000 Penalty: 6022.185059
	Iteration 66Q: 3 clusters Score -2.300456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -23004564.000000 Penalty: 6022.185059
	Iteration 67Q: 3 clusters Score -2.300456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 161851 members 
Entering Unmasked Estep 
Score: -23004600.000000 Penalty: 6022.185059
	Iteration 68Q: 3 clusters Score -2.30046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 69Q: 3 clusters Score -2.300459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 161863 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 70Q: 3 clusters Score -2.300459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 71Q: 3 clusters Score -2.300458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 72Q: 3 clusters Score -2.300458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -23004592.000000 Penalty: 6022.185059
	Iteration 73Q: 3 clusters Score -2.300459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 161879 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 74Q: 3 clusters Score -2.300458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 161886 members 
Entering Unmasked Estep 
Score: -23004576.000000 Penalty: 6022.185059
	Iteration 75Q: 3 clusters Score -2.300458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -23004568.000000 Penalty: 6022.185059
	Iteration 76Q: 3 clusters Score -2.300457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -23004568.000000 Penalty: 6022.185059
	Iteration 77Q: 3 clusters Score -2.300457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 161891 members 
Entering Unmasked Estep 
Score: -23004570.000000 Penalty: 6022.185059
	Iteration 78Q: 3 clusters Score -2.300457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 161893 members 
Entering Unmasked Estep 
Score: -23004566.000000 Penalty: 6022.185059
	Iteration 79Q: 3 clusters Score -2.300457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -23004582.000000 Penalty: 6022.185059
	Iteration 80F: 3 clusters Score -2.300458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 161906 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 81Q: 3 clusters Score -2.300458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -23004564.000000 Penalty: 6022.185059
	Iteration 82Q: 3 clusters Score -2.300456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 83Q: 3 clusters Score -2.300459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 161931 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 84Q: 3 clusters Score -2.300458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 85Q: 3 clusters Score -2.300458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 86Q: 3 clusters Score -2.300459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 87Q: 3 clusters Score -2.300458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -23004560.000000 Penalty: 6022.185059
	Iteration 88Q: 3 clusters Score -2.300456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 161967 members 
Entering Unmasked Estep 
Score: -23004574.000000 Penalty: 6022.185059
	Iteration 89Q: 3 clusters Score -2.300457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -23004572.000000 Penalty: 6022.185059
	Iteration 90Q: 3 clusters Score -2.300457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -23004582.000000 Penalty: 6022.185059
	Iteration 91Q: 3 clusters Score -2.300458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 161976 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 92Q: 3 clusters Score -2.300459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 161979 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 93Q: 3 clusters Score -2.300458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 161982 members 
Entering Unmasked Estep 
Score: -23004588.000000 Penalty: 6022.185059
	Iteration 94Q: 3 clusters Score -2.300459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 95Q: 3 clusters Score -2.300459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 161991 members 
Entering Unmasked Estep 
Score: -23004594.000000 Penalty: 6022.185059
	Iteration 96Q: 3 clusters Score -2.300459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 161997 members 
Entering Unmasked Estep 
Score: -23004586.000000 Penalty: 6022.185059
	Iteration 97Q: 3 clusters Score -2.300459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -23004586.000000 Penalty: 6022.185059
	Iteration 98Q: 3 clusters Score -2.300459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 162003 members 
Entering Unmasked Estep 
Score: -23004590.000000 Penalty: 6022.185059
	Iteration 99Q: 3 clusters Score -2.300459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -23004584.000000 Penalty: 6022.185059
	Iteration 100F: 3 clusters Score -2.300458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 162005 members 
Entering Unmasked Estep 
Score: -23004582.000000 Penalty: 6022.185059
	Iteration 101Q: 3 clusters Score -2.300458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -23004576.000000 Penalty: 6022.185059
	Iteration 102Q: 3 clusters Score -2.300458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 162010 members 
Entering Unmasked Estep 
Score: -23004594.000000 Penalty: 6022.185059
	Iteration 103Q: 3 clusters Score -2.300459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -23004592.000000 Penalty: 6022.185059
	Iteration 104Q: 3 clusters Score -2.300459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -23004574.000000 Penalty: 6022.185059
	Iteration 105Q: 3 clusters Score -2.300457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 162015 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 6022.185059
	Iteration 106Q: 3 clusters Score -2.300458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 162017 members 
Entering Unmasked Estep 
Score: -23004586.000000 Penalty: 6022.185059
	Iteration 107Q: 3 clusters Score -2.300459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 162017 members 
Entering Unmasked Estep 
Score: -23004586.000000 Penalty: 6022.185059
	Iteration 108F: 3 clusters Score -2.300459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228054 members 
Mstep: Class 4 contains 167910 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 103160 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106012 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162264 members 
Mstep: Class 15 contains 25477 members 
Mstep: Class 16 contains 7465 members 
Mstep: Class 17 contains 58501 members 
Mstep: Class 18 contains 166888 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 164286 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 162017 members 
Entering Unmasked Estep 
Score: -194738720.000000 Penalty: 92160.671875
Splitting cluster 15 changes total score from -194739344.000000 to -194738720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -943819.750000 Penalty: 2211.659424
	Iteration 0F: 2 clusters Score -943819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -937718.937500 Penalty: 4423.318848
	Iteration 0F: 3 clusters Score -937718.9 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -939315.625000 Penalty: 4423.318848
	Iteration 1F: 3 clusters Score -939315.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -939524.500000 Penalty: 4423.318848
	Iteration 2F: 3 clusters Score -939524.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -939658.750000 Penalty: 4423.318848
	Iteration 3Q: 3 clusters Score -939658.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -939748.875000 Penalty: 4423.318848
	Iteration 4Q: 3 clusters Score -939748.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -939813.875000 Penalty: 4423.318848
	Iteration 5Q: 3 clusters Score -939813.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -939879.187500 Penalty: 4423.318848
	Iteration 6Q: 3 clusters Score -939879.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -939927.375000 Penalty: 4423.318848
	Iteration 7Q: 3 clusters Score -939927.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -939965.687500 Penalty: 4423.318848
	Iteration 8Q: 3 clusters Score -939965.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -940006.812500 Penalty: 4423.318848
	Iteration 9Q: 3 clusters Score -940006.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -940051.500000 Penalty: 4423.318848
	Iteration 10Q: 3 clusters Score -940051.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -940095.875000 Penalty: 4423.318848
	Iteration 11Q: 3 clusters Score -940095.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -940132.187500 Penalty: 4423.318848
	Iteration 12Q: 3 clusters Score -940132.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -940164.937500 Penalty: 4423.318848
	Iteration 13Q: 3 clusters Score -940164.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -940189.125000 Penalty: 4423.318848
	Iteration 14Q: 3 clusters Score -940189.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -940213.875000 Penalty: 4423.318848
	Iteration 15Q: 3 clusters Score -940213.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -940234.125000 Penalty: 4423.318848
	Iteration 16Q: 3 clusters Score -940234.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -940257.437500 Penalty: 4423.318848
	Iteration 17Q: 3 clusters Score -940257.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -940275.875000 Penalty: 4423.318848
	Iteration 18Q: 3 clusters Score -940275.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -940299.625000 Penalty: 4423.318848
	Iteration 19Q: 3 clusters Score -940299.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -940323.687500 Penalty: 4423.318848
	Iteration 20F: 3 clusters Score -940323.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -940349.875000 Penalty: 4423.318848
	Iteration 21Q: 3 clusters Score -940349.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -940383.875000 Penalty: 4423.318848
	Iteration 22Q: 3 clusters Score -940383.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -940426.312500 Penalty: 4423.318848
	Iteration 23Q: 3 clusters Score -940426.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -940481.312500 Penalty: 4423.318848
	Iteration 24Q: 3 clusters Score -940481.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -940551.250000 Penalty: 4423.318848
	Iteration 25Q: 3 clusters Score -940551.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -940623.187500 Penalty: 4423.318848
	Iteration 26Q: 3 clusters Score -940623.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -940703.312500 Penalty: 4423.318848
	Iteration 27Q: 3 clusters Score -940703.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -940785.562500 Penalty: 4423.318848
	Iteration 28Q: 3 clusters Score -940785.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -940884.937500 Penalty: 4423.318848
	Iteration 29Q: 3 clusters Score -940884.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -940997.875000 Penalty: 4423.318848
	Iteration 30Q: 3 clusters Score -940997.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -941120.937500 Penalty: 4423.318848
	Iteration 31Q: 3 clusters Score -941120.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -941243.750000 Penalty: 4423.318848
	Iteration 32Q: 3 clusters Score -941243.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -941380.625000 Penalty: 4423.318848
	Iteration 33Q: 3 clusters Score -941380.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -941507.562500 Penalty: 4423.318848
	Iteration 34Q: 3 clusters Score -941507.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -941607.000000 Penalty: 4423.318848
	Iteration 35Q: 3 clusters Score -941607 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -941673.812500 Penalty: 4423.318848
	Iteration 36Q: 3 clusters Score -941673.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -941720.750000 Penalty: 4423.318848
	Iteration 37Q: 3 clusters Score -941720.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -941749.937500 Penalty: 4423.318848
	Iteration 38Q: 3 clusters Score -941749.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -941781.562500 Penalty: 4423.318848
	Iteration 39Q: 3 clusters Score -941781.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -941813.437500 Penalty: 4423.318848
	Iteration 40F: 3 clusters Score -941813.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -941841.625000 Penalty: 4423.318848
	Iteration 41Q: 3 clusters Score -941841.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -941862.562500 Penalty: 4423.318848
	Iteration 42Q: 3 clusters Score -941862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -941877.500000 Penalty: 4423.318848
	Iteration 43Q: 3 clusters Score -941877.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -941887.562500 Penalty: 4423.318848
	Iteration 44Q: 3 clusters Score -941887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -941893.687500 Penalty: 4423.318848
	Iteration 45Q: 3 clusters Score -941893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -941901.250000 Penalty: 4423.318848
	Iteration 46Q: 3 clusters Score -941901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -941906.625000 Penalty: 4423.318848
	Iteration 47Q: 3 clusters Score -941906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -941908.937500 Penalty: 4423.318848
	Iteration 48Q: 3 clusters Score -941908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -941912.625000 Penalty: 4423.318848
	Iteration 49Q: 3 clusters Score -941912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -941914.250000 Penalty: 4423.318848
	Iteration 50Q: 3 clusters Score -941914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -941918.375000 Penalty: 4423.318848
	Iteration 51Q: 3 clusters Score -941918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -941920.437500 Penalty: 4423.318848
	Iteration 52Q: 3 clusters Score -941920.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -941920.437500 Penalty: 4423.318848
	Iteration 53F: 3 clusters Score -941920.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Entering Unmasked Estep 
Score: -7265036.000000 Penalty: 2722.246094
	Iteration 0F: 2 clusters Score -7265036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7225662.500000 Penalty: 5444.492188
	Iteration 0F: 3 clusters Score -7225662 nChanged 27166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -7240789.000000 Penalty: 5444.492188
	Iteration 1F: 3 clusters Score -7240789 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -7241424.500000 Penalty: 5444.492188
	Iteration 2Q: 3 clusters Score -7241424 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -7241984.000000 Penalty: 5444.492188
	Iteration 3Q: 3 clusters Score -7241984 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -7242632.000000 Penalty: 5444.492188
	Iteration 4Q: 3 clusters Score -7242632 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -7243590.000000 Penalty: 5444.492188
	Iteration 5Q: 3 clusters Score -7243590 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -7245114.000000 Penalty: 5444.492188
	Iteration 6Q: 3 clusters Score -7245114 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -7247703.500000 Penalty: 5444.492188
	Iteration 7F: 3 clusters Score -7247704 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -7251691.000000 Penalty: 5444.492188
	Iteration 8F: 3 clusters Score -7251691 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -7256063.500000 Penalty: 5444.492188
	Iteration 9F: 3 clusters Score -7256064 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7259213.000000 Penalty: 5444.492188
	Iteration 10F: 3 clusters Score -7259213 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7260936.000000 Penalty: 5444.492188
	Iteration 11Q: 3 clusters Score -7260936 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7261830.500000 Penalty: 5444.492188
	Iteration 12Q: 3 clusters Score -7261830 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7262288.500000 Penalty: 5444.492188
	Iteration 13Q: 3 clusters Score -7262288 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7262505.000000 Penalty: 5444.492188
	Iteration 14Q: 3 clusters Score -7262505 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7262631.500000 Penalty: 5444.492188
	Iteration 15Q: 3 clusters Score -7262632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7262747.500000 Penalty: 5444.492188
	Iteration 16Q: 3 clusters Score -7262748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7262798.000000 Penalty: 5444.492188
	Iteration 17Q: 3 clusters Score -7262798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7262851.000000 Penalty: 5444.492188
	Iteration 18Q: 3 clusters Score -7262851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7262882.000000 Penalty: 5444.492188
	Iteration 19Q: 3 clusters Score -7262882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7262885.000000 Penalty: 5444.492188
	Iteration 20F: 3 clusters Score -7262885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7262902.000000 Penalty: 5444.492188
	Iteration 21Q: 3 clusters Score -7262902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7262899.500000 Penalty: 5444.492188
	Iteration 22Q: 3 clusters Score -7262900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7262909.500000 Penalty: 5444.492188
	Iteration 23Q: 3 clusters Score -7262910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7262912.000000 Penalty: 5444.492188
	Iteration 24Q: 3 clusters Score -7262912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7262906.000000 Penalty: 5444.492188
	Iteration 25Q: 3 clusters Score -7262906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7262933.000000 Penalty: 5444.492188
	Iteration 26Q: 3 clusters Score -7262933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7262927.500000 Penalty: 5444.492188
	Iteration 27Q: 3 clusters Score -7262928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7262937.000000 Penalty: 5444.492188
	Iteration 28Q: 3 clusters Score -7262937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7262942.500000 Penalty: 5444.492188
	Iteration 29Q: 3 clusters Score -7262942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7262936.500000 Penalty: 5444.492188
	Iteration 30Q: 3 clusters Score -7262936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7262930.000000 Penalty: 5444.492188
	Iteration 31Q: 3 clusters Score -7262930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7262931.500000 Penalty: 5444.492188
	Iteration 32Q: 3 clusters Score -7262932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7262937.000000 Penalty: 5444.492188
	Iteration 33Q: 3 clusters Score -7262937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7262939.500000 Penalty: 5444.492188
	Iteration 34Q: 3 clusters Score -7262940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7262937.500000 Penalty: 5444.492188
	Iteration 35Q: 3 clusters Score -7262938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7262937.000000 Penalty: 5444.492188
	Iteration 36Q: 3 clusters Score -7262937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7262944.500000 Penalty: 5444.492188
	Iteration 37Q: 3 clusters Score -7262944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7262949.000000 Penalty: 5444.492188
	Iteration 38Q: 3 clusters Score -7262949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7262952.000000 Penalty: 5444.492188
	Iteration 39Q: 3 clusters Score -7262952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7262952.000000 Penalty: 5444.492188
	Iteration 40F: 3 clusters Score -7262952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7262942.500000 Penalty: 5444.492188
	Iteration 41Q: 3 clusters Score -7262942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7262944.000000 Penalty: 5444.492188
	Iteration 42Q: 3 clusters Score -7262944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7262943.000000 Penalty: 5444.492188
	Iteration 43Q: 3 clusters Score -7262943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7262937.000000 Penalty: 5444.492188
	Iteration 44Q: 3 clusters Score -7262937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7262943.000000 Penalty: 5444.492188
	Iteration 45Q: 3 clusters Score -7262943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7262944.500000 Penalty: 5444.492188
	Iteration 46Q: 3 clusters Score -7262944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57619 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7262957.000000 Penalty: 5444.492188
	Iteration 47Q: 3 clusters Score -7262957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7262969.500000 Penalty: 5444.492188
	Iteration 48Q: 3 clusters Score -7262970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7262973.000000 Penalty: 5444.492188
	Iteration 49Q: 3 clusters Score -7262973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7262978.500000 Penalty: 5444.492188
	Iteration 50Q: 3 clusters Score -7262978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7262972.500000 Penalty: 5444.492188
	Iteration 51Q: 3 clusters Score -7262972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7262972.000000 Penalty: 5444.492188
	Iteration 52Q: 3 clusters Score -7262972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7262972.000000 Penalty: 5444.492188
	Iteration 53F: 3 clusters Score -7262972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166888 members 
Entering Unmasked Estep 
Score: -20490122.000000 Penalty: 2982.219238
	Iteration 0F: 2 clusters Score -2.049012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -20379762.000000 Penalty: 5964.438477
	Iteration 0F: 3 clusters Score -2.037976e+07 nChanged 80279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -20427614.000000 Penalty: 5964.438477
	Iteration 1F: 3 clusters Score -2.042761e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -20429386.000000 Penalty: 5964.438477
	Iteration 2Q: 3 clusters Score -2.042939e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -20431698.000000 Penalty: 5964.438477
	Iteration 3Q: 3 clusters Score -2.04317e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -20434776.000000 Penalty: 5964.438477
	Iteration 4Q: 3 clusters Score -2.043478e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -20438898.000000 Penalty: 5964.438477
	Iteration 5F: 3 clusters Score -2.04389e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 103009 members 
Entering Unmasked Estep 
Score: -20444798.000000 Penalty: 5964.438477
	Iteration 6F: 3 clusters Score -2.04448e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 111122 members 
Entering Unmasked Estep 
Score: -20452296.000000 Penalty: 5964.438477
	Iteration 7F: 3 clusters Score -2.04523e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -20460330.000000 Penalty: 5964.438477
	Iteration 8F: 3 clusters Score -2.046033e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -20467530.000000 Penalty: 5964.438477
	Iteration 9F: 3 clusters Score -2.046753e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -20472724.000000 Penalty: 5964.438477
	Iteration 10Q: 3 clusters Score -2.047272e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -20476710.000000 Penalty: 5964.438477
	Iteration 11Q: 3 clusters Score -2.047671e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 140956 members 
Entering Unmasked Estep 
Score: -20479300.000000 Penalty: 5964.438477
	Iteration 12Q: 3 clusters Score -2.04793e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 144165 members 
Entering Unmasked Estep 
Score: -20481424.000000 Penalty: 5964.438477
	Iteration 13Q: 3 clusters Score -2.048142e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 147007 members 
Entering Unmasked Estep 
Score: -20482896.000000 Penalty: 5964.438477
	Iteration 14Q: 3 clusters Score -2.04829e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 149424 members 
Entering Unmasked Estep 
Score: -20484276.000000 Penalty: 5964.438477
	Iteration 15Q: 3 clusters Score -2.048428e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -20485434.000000 Penalty: 5964.438477
	Iteration 16Q: 3 clusters Score -2.048543e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -20486376.000000 Penalty: 5964.438477
	Iteration 17Q: 3 clusters Score -2.048638e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -20487046.000000 Penalty: 5964.438477
	Iteration 18Q: 3 clusters Score -2.048705e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -20487528.000000 Penalty: 5964.438477
	Iteration 19Q: 3 clusters Score -2.048753e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -20487872.000000 Penalty: 5964.438477
	Iteration 20F: 3 clusters Score -2.048787e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 158458 members 
Entering Unmasked Estep 
Score: -20488090.000000 Penalty: 5964.438477
	Iteration 21Q: 3 clusters Score -2.048809e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 159216 members 
Entering Unmasked Estep 
Score: -20488268.000000 Penalty: 5964.438477
	Iteration 22Q: 3 clusters Score -2.048827e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -20488448.000000 Penalty: 5964.438477
	Iteration 23Q: 3 clusters Score -2.048845e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 160466 members 
Entering Unmasked Estep 
Score: -20488616.000000 Penalty: 5964.438477
	Iteration 24Q: 3 clusters Score -2.048862e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -20488698.000000 Penalty: 5964.438477
	Iteration 25Q: 3 clusters Score -2.04887e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -20488816.000000 Penalty: 5964.438477
	Iteration 26Q: 3 clusters Score -2.048882e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 161772 members 
Entering Unmasked Estep 
Score: -20488870.000000 Penalty: 5964.438477
	Iteration 27Q: 3 clusters Score -2.048887e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -20488972.000000 Penalty: 5964.438477
	Iteration 28Q: 3 clusters Score -2.048897e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 162319 members 
Entering Unmasked Estep 
Score: -20489068.000000 Penalty: 5964.438477
	Iteration 29Q: 3 clusters Score -2.048907e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 162510 members 
Entering Unmasked Estep 
Score: -20489060.000000 Penalty: 5964.438477
	Iteration 30Q: 3 clusters Score -2.048906e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -20489056.000000 Penalty: 5964.438477
	Iteration 31Q: 3 clusters Score -2.048906e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 162773 members 
Entering Unmasked Estep 
Score: -20489048.000000 Penalty: 5964.438477
	Iteration 32Q: 3 clusters Score -2.048905e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 162852 members 
Entering Unmasked Estep 
Score: -20489022.000000 Penalty: 5964.438477
	Iteration 33Q: 3 clusters Score -2.048902e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -20489036.000000 Penalty: 5964.438477
	Iteration 34Q: 3 clusters Score -2.048904e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -20489062.000000 Penalty: 5964.438477
	Iteration 35Q: 3 clusters Score -2.048906e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 163044 members 
Entering Unmasked Estep 
Score: -20489038.000000 Penalty: 5964.438477
	Iteration 36Q: 3 clusters Score -2.048904e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 163098 members 
Entering Unmasked Estep 
Score: -20489050.000000 Penalty: 5964.438477
	Iteration 37Q: 3 clusters Score -2.048905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 163151 members 
Entering Unmasked Estep 
Score: -20489056.000000 Penalty: 5964.438477
	Iteration 38Q: 3 clusters Score -2.048906e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -20489036.000000 Penalty: 5964.438477
	Iteration 39Q: 3 clusters Score -2.048904e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -20489062.000000 Penalty: 5964.438477
	Iteration 40F: 3 clusters Score -2.048906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -20489034.000000 Penalty: 5964.438477
	Iteration 41Q: 3 clusters Score -2.048903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -20489058.000000 Penalty: 5964.438477
	Iteration 42Q: 3 clusters Score -2.048906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -20489080.000000 Penalty: 5964.438477
	Iteration 43Q: 3 clusters Score -2.048908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 163348 members 
Entering Unmasked Estep 
Score: -20489088.000000 Penalty: 5964.438477
	Iteration 44Q: 3 clusters Score -2.048909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -20489092.000000 Penalty: 5964.438477
	Iteration 45Q: 3 clusters Score -2.048909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20489100.000000 Penalty: 5964.438477
	Iteration 46Q: 3 clusters Score -2.04891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -20489100.000000 Penalty: 5964.438477
	Iteration 47Q: 3 clusters Score -2.04891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -20489096.000000 Penalty: 5964.438477
	Iteration 48Q: 3 clusters Score -2.04891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 163399 members 
Entering Unmasked Estep 
Score: -20489094.000000 Penalty: 5964.438477
	Iteration 49Q: 3 clusters Score -2.048909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 163403 members 
Entering Unmasked Estep 
Score: -20489084.000000 Penalty: 5964.438477
	Iteration 50Q: 3 clusters Score -2.048908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -20489100.000000 Penalty: 5964.438477
	Iteration 51Q: 3 clusters Score -2.04891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -20489110.000000 Penalty: 5964.438477
	Iteration 52Q: 3 clusters Score -2.048911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -20489100.000000 Penalty: 5964.438477
	Iteration 53Q: 3 clusters Score -2.04891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -20489106.000000 Penalty: 5964.438477
	Iteration 54Q: 3 clusters Score -2.048911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 163414 members 
Entering Unmasked Estep 
Score: -20489104.000000 Penalty: 5964.438477
	Iteration 55Q: 3 clusters Score -2.04891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 163414 members 
Entering Unmasked Estep 
Score: -20489100.000000 Penalty: 5964.438477
	Iteration 56Q: 3 clusters Score -2.04891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 163416 members 
Entering Unmasked Estep 
Score: -20489104.000000 Penalty: 5964.438477
	Iteration 57Q: 3 clusters Score -2.04891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -20489114.000000 Penalty: 5964.438477
	Iteration 58Q: 3 clusters Score -2.048911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -20489108.000000 Penalty: 5964.438477
	Iteration 59Q: 3 clusters Score -2.048911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -20489106.000000 Penalty: 5964.438477
	Iteration 60F: 3 clusters Score -2.048911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Entering Unmasked Estep 
Score: -1458064.750000 Penalty: 2329.648682
	Iteration 0F: 2 clusters Score -1458065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1449178.125000 Penalty: 4659.297363
	Iteration 0F: 3 clusters Score -1449178 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1452205.125000 Penalty: 4659.297363
	Iteration 1F: 3 clusters Score -1452205 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1453083.000000 Penalty: 4659.297363
	Iteration 2F: 3 clusters Score -1453083 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1453782.875000 Penalty: 4659.297363
	Iteration 3F: 3 clusters Score -1453783 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1454430.875000 Penalty: 4659.297363
	Iteration 4F: 3 clusters Score -1454431 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1454978.125000 Penalty: 4659.297363
	Iteration 5F: 3 clusters Score -1454978 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1455379.125000 Penalty: 4659.297363
	Iteration 6F: 3 clusters Score -1455379 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1455639.250000 Penalty: 4659.297363
	Iteration 7Q: 3 clusters Score -1455639 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1455799.500000 Penalty: 4659.297363
	Iteration 8Q: 3 clusters Score -1455800 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1455916.125000 Penalty: 4659.297363
	Iteration 9Q: 3 clusters Score -1455916 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1456010.375000 Penalty: 4659.297363
	Iteration 10Q: 3 clusters Score -1456010 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1456098.250000 Penalty: 4659.297363
	Iteration 11Q: 3 clusters Score -1456098 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1456174.750000 Penalty: 4659.297363
	Iteration 12Q: 3 clusters Score -1456175 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1456244.375000 Penalty: 4659.297363
	Iteration 13Q: 3 clusters Score -1456244 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1456313.625000 Penalty: 4659.297363
	Iteration 14Q: 3 clusters Score -1456314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1456376.375000 Penalty: 4659.297363
	Iteration 15Q: 3 clusters Score -1456376 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1456425.375000 Penalty: 4659.297363
	Iteration 16Q: 3 clusters Score -1456425 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1456468.125000 Penalty: 4659.297363
	Iteration 17Q: 3 clusters Score -1456468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1456514.000000 Penalty: 4659.297363
	Iteration 18Q: 3 clusters Score -1456514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1456548.500000 Penalty: 4659.297363
	Iteration 19Q: 3 clusters Score -1456548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1456578.125000 Penalty: 4659.297363
	Iteration 20F: 3 clusters Score -1456578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1456605.000000 Penalty: 4659.297363
	Iteration 21Q: 3 clusters Score -1456605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1456627.625000 Penalty: 4659.297363
	Iteration 22Q: 3 clusters Score -1456628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1456646.125000 Penalty: 4659.297363
	Iteration 23Q: 3 clusters Score -1456646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1456660.000000 Penalty: 4659.297363
	Iteration 24Q: 3 clusters Score -1456660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1456678.125000 Penalty: 4659.297363
	Iteration 25Q: 3 clusters Score -1456678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1456688.125000 Penalty: 4659.297363
	Iteration 26Q: 3 clusters Score -1456688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1456703.375000 Penalty: 4659.297363
	Iteration 27Q: 3 clusters Score -1456703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1456721.000000 Penalty: 4659.297363
	Iteration 28Q: 3 clusters Score -1456721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1456732.750000 Penalty: 4659.297363
	Iteration 29Q: 3 clusters Score -1456733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1456748.875000 Penalty: 4659.297363
	Iteration 30Q: 3 clusters Score -1456749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1456761.500000 Penalty: 4659.297363
	Iteration 31Q: 3 clusters Score -1456762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1456769.625000 Penalty: 4659.297363
	Iteration 32Q: 3 clusters Score -1456770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1456778.375000 Penalty: 4659.297363
	Iteration 33Q: 3 clusters Score -1456778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1456784.875000 Penalty: 4659.297363
	Iteration 34Q: 3 clusters Score -1456785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1456788.625000 Penalty: 4659.297363
	Iteration 35Q: 3 clusters Score -1456789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1456799.625000 Penalty: 4659.297363
	Iteration 36Q: 3 clusters Score -1456800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1456809.375000 Penalty: 4659.297363
	Iteration 37Q: 3 clusters Score -1456809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1456811.750000 Penalty: 4659.297363
	Iteration 38Q: 3 clusters Score -1456812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1456821.000000 Penalty: 4659.297363
	Iteration 39Q: 3 clusters Score -1456821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1456821.375000 Penalty: 4659.297363
	Iteration 40F: 3 clusters Score -1456821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1456826.500000 Penalty: 4659.297363
	Iteration 41Q: 3 clusters Score -1456826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1456827.000000 Penalty: 4659.297363
	Iteration 42Q: 3 clusters Score -1456827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1456827.375000 Penalty: 4659.297363
	Iteration 43Q: 3 clusters Score -1456827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1456828.250000 Penalty: 4659.297363
	Iteration 44Q: 3 clusters Score -1456828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1456827.375000 Penalty: 4659.297363
	Iteration 45Q: 3 clusters Score -1456827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1456827.250000 Penalty: 4659.297363
	Iteration 46Q: 3 clusters Score -1456827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1456833.750000 Penalty: 4659.297363
	Iteration 47Q: 3 clusters Score -1456834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1456831.750000 Penalty: 4659.297363
	Iteration 48Q: 3 clusters Score -1456832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1456832.375000 Penalty: 4659.297363
	Iteration 49Q: 3 clusters Score -1456832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1456834.000000 Penalty: 4659.297363
	Iteration 50Q: 3 clusters Score -1456834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1456836.875000 Penalty: 4659.297363
	Iteration 51Q: 3 clusters Score -1456837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1456836.875000 Penalty: 4659.297363
	Iteration 52F: 3 clusters Score -1456837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Entering Unmasked Estep 
Score: -1667521.875000 Penalty: 2377.795654
	Iteration 0F: 2 clusters Score -1667522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1656911.000000 Penalty: 4755.591309
	Iteration 0F: 3 clusters Score -1656911 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1660301.750000 Penalty: 4755.591309
	Iteration 1F: 3 clusters Score -1660302 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1660944.875000 Penalty: 4755.591309
	Iteration 2F: 3 clusters Score -1660945 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1661902.250000 Penalty: 4755.591309
	Iteration 3F: 3 clusters Score -1661902 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1662820.375000 Penalty: 4755.591309
	Iteration 4F: 3 clusters Score -1662820 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1663524.250000 Penalty: 4755.591309
	Iteration 5F: 3 clusters Score -1663524 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1664099.000000 Penalty: 4755.591309
	Iteration 6F: 3 clusters Score -1664099 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1664635.000000 Penalty: 4755.591309
	Iteration 7F: 3 clusters Score -1664635 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1665147.625000 Penalty: 4755.591309
	Iteration 8F: 3 clusters Score -1665148 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1665586.500000 Penalty: 4755.591309
	Iteration 9Q: 3 clusters Score -1665586 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1665984.125000 Penalty: 4755.591309
	Iteration 10Q: 3 clusters Score -1665984 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1666329.375000 Penalty: 4755.591309
	Iteration 11Q: 3 clusters Score -1666329 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1666592.500000 Penalty: 4755.591309
	Iteration 12Q: 3 clusters Score -1666592 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1666795.375000 Penalty: 4755.591309
	Iteration 13Q: 3 clusters Score -1666795 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1667006.750000 Penalty: 4755.591309
	Iteration 14Q: 3 clusters Score -1667007 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1667193.125000 Penalty: 4755.591309
	Iteration 15Q: 3 clusters Score -1667193 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1667338.625000 Penalty: 4755.591309
	Iteration 16Q: 3 clusters Score -1667339 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1667485.750000 Penalty: 4755.591309
	Iteration 17Q: 3 clusters Score -1667486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1667591.875000 Penalty: 4755.591309
	Iteration 18Q: 3 clusters Score -1667592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1667690.000000 Penalty: 4755.591309
	Iteration 19Q: 3 clusters Score -1667690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1667780.375000 Penalty: 4755.591309
	Iteration 20F: 3 clusters Score -1667780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1667859.000000 Penalty: 4755.591309
	Iteration 21Q: 3 clusters Score -1667859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1667912.125000 Penalty: 4755.591309
	Iteration 22Q: 3 clusters Score -1667912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1667966.875000 Penalty: 4755.591309
	Iteration 23Q: 3 clusters Score -1667967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1668035.750000 Penalty: 4755.591309
	Iteration 24Q: 3 clusters Score -1668036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1668088.000000 Penalty: 4755.591309
	Iteration 25Q: 3 clusters Score -1668088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1668127.000000 Penalty: 4755.591309
	Iteration 26Q: 3 clusters Score -1668127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1668159.750000 Penalty: 4755.591309
	Iteration 27Q: 3 clusters Score -1668160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1668192.875000 Penalty: 4755.591309
	Iteration 28Q: 3 clusters Score -1668193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1668222.000000 Penalty: 4755.591309
	Iteration 29Q: 3 clusters Score -1668222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1668238.750000 Penalty: 4755.591309
	Iteration 30Q: 3 clusters Score -1668239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1668243.500000 Penalty: 4755.591309
	Iteration 31Q: 3 clusters Score -1668244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1668248.125000 Penalty: 4755.591309
	Iteration 32Q: 3 clusters Score -1668248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1668252.500000 Penalty: 4755.591309
	Iteration 33Q: 3 clusters Score -1668252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1668257.000000 Penalty: 4755.591309
	Iteration 34Q: 3 clusters Score -1668257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1668261.500000 Penalty: 4755.591309
	Iteration 35Q: 3 clusters Score -1668262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1668261.500000 Penalty: 4755.591309
	Iteration 36Q: 3 clusters Score -1668262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1668261.500000 Penalty: 4755.591309
	Iteration 37F: 3 clusters Score -1668262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228054 members 
Mstep: Class 4 contains 167910 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 103160 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106012 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162264 members 
Mstep: Class 15 contains 187494 members 
Mstep: Class 16 contains 7465 members 
Mstep: Class 17 contains 58501 members 
Mstep: Class 18 contains 166888 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 13723 members 
Mstep: Class 21 contains 164286 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 864 members 
Entering Unmasked Estep 
Score: -194738608.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194739344.000000 to -194738608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Entering Unmasked Estep 
Score: -20324362.000000 Penalty: 2978.322266
	Iteration 0F: 2 clusters Score -2.032436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -20216256.000000 Penalty: 5956.644531
	Iteration 0F: 3 clusters Score -2.021626e+07 nChanged 78517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -20263198.000000 Penalty: 5956.644531
	Iteration 1F: 3 clusters Score -2.02632e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 94687 members 
Entering Unmasked Estep 
Score: -20266330.000000 Penalty: 5956.644531
	Iteration 2Q: 3 clusters Score -2.026633e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 101567 members 
Entering Unmasked Estep 
Score: -20271022.000000 Penalty: 5956.644531
	Iteration 3F: 3 clusters Score -2.027102e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 111018 members 
Entering Unmasked Estep 
Score: -20277756.000000 Penalty: 5956.644531
	Iteration 4F: 3 clusters Score -2.027776e+07 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 122695 members 
Entering Unmasked Estep 
Score: -20286950.000000 Penalty: 5956.644531
	Iteration 5F: 3 clusters Score -2.028695e+07 nChanged 12950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 135271 members 
Entering Unmasked Estep 
Score: -20297578.000000 Penalty: 5956.644531
	Iteration 6F: 3 clusters Score -2.029758e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -20307344.000000 Penalty: 5956.644531
	Iteration 7F: 3 clusters Score -2.030734e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -20314512.000000 Penalty: 5956.644531
	Iteration 8F: 3 clusters Score -2.031451e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 159873 members 
Entering Unmasked Estep 
Score: -20318590.000000 Penalty: 5956.644531
	Iteration 9Q: 3 clusters Score -2.031859e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -20320410.000000 Penalty: 5956.644531
	Iteration 10Q: 3 clusters Score -2.032041e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -20321076.000000 Penalty: 5956.644531
	Iteration 11Q: 3 clusters Score -2.032108e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -20321400.000000 Penalty: 5956.644531
	Iteration 12Q: 3 clusters Score -2.03214e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -20321606.000000 Penalty: 5956.644531
	Iteration 13Q: 3 clusters Score -2.032161e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -20321710.000000 Penalty: 5956.644531
	Iteration 14Q: 3 clusters Score -2.032171e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -20321738.000000 Penalty: 5956.644531
	Iteration 15Q: 3 clusters Score -2.032174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -20321768.000000 Penalty: 5956.644531
	Iteration 16Q: 3 clusters Score -2.032177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -20321802.000000 Penalty: 5956.644531
	Iteration 17Q: 3 clusters Score -2.03218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -20321816.000000 Penalty: 5956.644531
	Iteration 18Q: 3 clusters Score -2.032182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163900 members 
Entering Unmasked Estep 
Score: -20321836.000000 Penalty: 5956.644531
	Iteration 19Q: 3 clusters Score -2.032184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163903 members 
Entering Unmasked Estep 
Score: -20321844.000000 Penalty: 5956.644531
	Iteration 20F: 3 clusters Score -2.032184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -20321866.000000 Penalty: 5956.644531
	Iteration 21Q: 3 clusters Score -2.032187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 163916 members 
Entering Unmasked Estep 
Score: -20321900.000000 Penalty: 5956.644531
	Iteration 22Q: 3 clusters Score -2.03219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163923 members 
Entering Unmasked Estep 
Score: -20321900.000000 Penalty: 5956.644531
	Iteration 23Q: 3 clusters Score -2.03219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -20321910.000000 Penalty: 5956.644531
	Iteration 24Q: 3 clusters Score -2.032191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 163922 members 
Entering Unmasked Estep 
Score: -20321922.000000 Penalty: 5956.644531
	Iteration 25Q: 3 clusters Score -2.032192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -20321920.000000 Penalty: 5956.644531
	Iteration 26Q: 3 clusters Score -2.032192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -20321934.000000 Penalty: 5956.644531
	Iteration 27Q: 3 clusters Score -2.032193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -20321926.000000 Penalty: 5956.644531
	Iteration 28Q: 3 clusters Score -2.032193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -20321926.000000 Penalty: 5956.644531
	Iteration 29Q: 3 clusters Score -2.032193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 163933 members 
Entering Unmasked Estep 
Score: -20321928.000000 Penalty: 5956.644531
	Iteration 30Q: 3 clusters Score -2.032193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -20321918.000000 Penalty: 5956.644531
	Iteration 31Q: 3 clusters Score -2.032192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -20321932.000000 Penalty: 5956.644531
	Iteration 32Q: 3 clusters Score -2.032193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -20321950.000000 Penalty: 5956.644531
	Iteration 33Q: 3 clusters Score -2.032195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -20321942.000000 Penalty: 5956.644531
	Iteration 34Q: 3 clusters Score -2.032194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -20321960.000000 Penalty: 5956.644531
	Iteration 35Q: 3 clusters Score -2.032196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -20321966.000000 Penalty: 5956.644531
	Iteration 36Q: 3 clusters Score -2.032197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -20321968.000000 Penalty: 5956.644531
	Iteration 37Q: 3 clusters Score -2.032197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -20321962.000000 Penalty: 5956.644531
	Iteration 38Q: 3 clusters Score -2.032196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -20321962.000000 Penalty: 5956.644531
	Iteration 39Q: 3 clusters Score -2.032196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -20321962.000000 Penalty: 5956.644531
	Iteration 40F: 3 clusters Score -2.032196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -332021.406250 Penalty: 1959.357910
	Iteration 0F: 2 clusters Score -332021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -328941.937500 Penalty: 3918.715820
	Iteration 0F: 3 clusters Score -328941.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -329605.156250 Penalty: 3918.715820
	Iteration 1F: 3 clusters Score -329605.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -329783.406250 Penalty: 3918.715820
	Iteration 2F: 3 clusters Score -329783.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -329868.531250 Penalty: 3918.715820
	Iteration 3Q: 3 clusters Score -329868.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -329908.968750 Penalty: 3918.715820
	Iteration 4Q: 3 clusters Score -329909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -329934.312500 Penalty: 3918.715820
	Iteration 5Q: 3 clusters Score -329934.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -329962.156250 Penalty: 3918.715820
	Iteration 6Q: 3 clusters Score -329962.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -329981.906250 Penalty: 3918.715820
	Iteration 7Q: 3 clusters Score -329981.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -330001.531250 Penalty: 3918.715820
	Iteration 8Q: 3 clusters Score -330001.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -330016.937500 Penalty: 3918.715820
	Iteration 9Q: 3 clusters Score -330016.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -330032.968750 Penalty: 3918.715820
	Iteration 10Q: 3 clusters Score -330033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -330039.375000 Penalty: 3918.715820
	Iteration 11Q: 3 clusters Score -330039.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -330045.156250 Penalty: 3918.715820
	Iteration 12Q: 3 clusters Score -330045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -330048.343750 Penalty: 3918.715820
	Iteration 13Q: 3 clusters Score -330048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -330048.562500 Penalty: 3918.715820
	Iteration 14Q: 3 clusters Score -330048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -330049.437500 Penalty: 3918.715820
	Iteration 15Q: 3 clusters Score -330049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -330050.625000 Penalty: 3918.715820
	Iteration 16Q: 3 clusters Score -330050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330050.687500 Penalty: 3918.715820
	Iteration 17Q: 3 clusters Score -330050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330050.687500 Penalty: 3918.715820
	Iteration 18F: 3 clusters Score -330050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72800.812500 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72800.81 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72999.023438 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -72999.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73058.593750 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -73058.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73081.000000 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -73096.890625 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73096.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73103.093750 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73103.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73107.375000 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73107.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73112.656250 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73112.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73113.054688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73113.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73113.054688 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -73113.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74304.078125 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74304.08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74557.695312 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74557.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74658.687500 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74658.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74721.031250 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74721.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74786.156250 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74786.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74828.859375 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74828.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74869.468750 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74869.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74886.070312 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74886.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74902.914062 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74902.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74933.429688 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -74933.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74975.414062 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -74975.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75019.375000 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -75019.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75060.156250 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -75060.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75089.109375 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -75089.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75109.890625 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -75109.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75124.445312 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -75124.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75137.367188 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -75137.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75154.484375 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -75154.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75176.656250 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -75176.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75199.507812 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -75199.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75220.015625 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -75220.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75228.609375 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -75228.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75235.632812 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -75235.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75242.007812 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -75242.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75246.054688 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -75246.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75247.234375 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -75247.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75248.359375 Penalty: 3252.162109
	Iteration 26Q: 3 clusters Score -75248.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75248.359375 Penalty: 3252.162109
	Iteration 27F: 3 clusters Score -75248.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 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 353 members 
Entering Unmasked Estep 
Score: -75981.632812 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75981.63 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76210.742188 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76210.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76283.476562 Penalty: 3250.043945
	Iteration 2Q: 3 clusters Score -76283.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76358.257812 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76358.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76427.789062 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76427.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76506.531250 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76506.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76539.984375 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76539.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76569.507812 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76569.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76639.898438 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76639.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76666.945312 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76666.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76676.234375 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -76676.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76715.250000 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -76715.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76749.812500 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -76749.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76784.007812 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -76784.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76826.703125 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -76826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76861.414062 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -76861.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76888.890625 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -76888.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76920.601562 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -76920.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76957.851562 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -76957.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -77002.164062 Penalty: 3250.043945
	Iteration 19Q: 3 clusters Score -77002.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77036.921875 Penalty: 3250.043945
	Iteration 20F: 3 clusters Score -77036.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77072.023438 Penalty: 3250.043945
	Iteration 21Q: 3 clusters Score -77072.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77092.210938 Penalty: 3250.043945
	Iteration 22Q: 3 clusters Score -77092.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77105.343750 Penalty: 3250.043945
	Iteration 23Q: 3 clusters Score -77105.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77113.671875 Penalty: 3250.043945
	Iteration 24Q: 3 clusters Score -77113.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -77126.437500 Penalty: 3250.043945
	Iteration 25Q: 3 clusters Score -77126.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -77128.867188 Penalty: 3250.043945
	Iteration 26Q: 3 clusters Score -77128.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77132.976562 Penalty: 3250.043945
	Iteration 27Q: 3 clusters Score -77132.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77137.992188 Penalty: 3250.043945
	Iteration 28Q: 3 clusters Score -77137.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77141.273438 Penalty: 3250.043945
	Iteration 29Q: 3 clusters Score -77141.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77149.351562 Penalty: 3250.043945
	Iteration 30Q: 3 clusters Score -77149.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -77154.453125 Penalty: 3250.043945
	Iteration 31Q: 3 clusters Score -77154.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77156.929688 Penalty: 3250.043945
	Iteration 32Q: 3 clusters Score -77156.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77156.929688 Penalty: 3250.043945
	Iteration 33F: 3 clusters Score -77156.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228054 members 
Mstep: Class 4 contains 167910 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 103160 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106012 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162264 members 
Mstep: Class 15 contains 187494 members 
Mstep: Class 16 contains 7465 members 
Mstep: Class 17 contains 58501 members 
Mstep: Class 18 contains 166888 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 164286 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739520.000000 Penalty: 88616.031250
Iteration 279Q: 26 clusters Score -1.947395e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228069 members 
Mstep: Class 4 contains 167914 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 103163 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106012 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162260 members 
Mstep: Class 15 contains 187496 members 
Mstep: Class 16 contains 7445 members 
Mstep: Class 17 contains 58500 members 
Mstep: Class 18 contains 166890 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14580 members 
Mstep: Class 21 contains 164277 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739488.000000 Penalty: 88616.031250
Iteration 280F: 26 clusters Score -1.947395e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228066 members 
Mstep: Class 4 contains 167909 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22090 members 
Mstep: Class 7 contains 103171 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93616 members 
Mstep: Class 10 contains 106012 members 
Mstep: Class 11 contains 3589 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162250 members 
Mstep: Class 15 contains 187505 members 
Mstep: Class 16 contains 7432 members 
Mstep: Class 17 contains 58499 members 
Mstep: Class 18 contains 166900 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14577 members 
Mstep: Class 21 contains 164277 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 281Q: 26 clusters Score -1.947395e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228074 members 
Mstep: Class 4 contains 167909 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22106 members 
Mstep: Class 7 contains 103175 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106013 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162251 members 
Mstep: Class 15 contains 187506 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 58496 members 
Mstep: Class 18 contains 166898 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 164280 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739536.000000 Penalty: 88616.031250
Iteration 282Q: 26 clusters Score -1.947395e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228069 members 
Mstep: Class 4 contains 167914 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 103180 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93620 members 
Mstep: Class 10 contains 106019 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162244 members 
Mstep: Class 15 contains 187512 members 
Mstep: Class 16 contains 7406 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 166898 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164278 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739472.000000 Penalty: 88616.031250
Iteration 283Q: 26 clusters Score -1.947395e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90698 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228063 members 
Mstep: Class 4 contains 167908 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22148 members 
Mstep: Class 7 contains 103187 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106020 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162236 members 
Mstep: Class 15 contains 187513 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 58498 members 
Mstep: Class 18 contains 166910 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14573 members 
Mstep: Class 21 contains 164280 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739376.000000 Penalty: 88616.031250
Iteration 284Q: 26 clusters Score -1.947394e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228069 members 
Mstep: Class 4 contains 167904 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22173 members 
Mstep: Class 7 contains 103192 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93617 members 
Mstep: Class 10 contains 106025 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 162226 members 
Mstep: Class 15 contains 187509 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 166918 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14574 members 
Mstep: Class 21 contains 164270 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739408.000000 Penalty: 88616.031250
Iteration 285Q: 26 clusters Score -1.947394e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228078 members 
Mstep: Class 4 contains 167898 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22194 members 
Mstep: Class 7 contains 103199 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106024 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 162225 members 
Mstep: Class 15 contains 187510 members 
Mstep: Class 16 contains 7352 members 
Mstep: Class 17 contains 58492 members 
Mstep: Class 18 contains 166925 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 14576 members 
Mstep: Class 21 contains 164257 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739440.000000 Penalty: 88616.031250
Iteration 286Q: 26 clusters Score -1.947394e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228097 members 
Mstep: Class 4 contains 167889 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22226 members 
Mstep: Class 7 contains 103201 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93618 members 
Mstep: Class 10 contains 106019 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 6596 members 
Mstep: Class 14 contains 162227 members 
Mstep: Class 15 contains 187504 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 58488 members 
Mstep: Class 18 contains 166927 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 14574 members 
Mstep: Class 21 contains 164254 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739520.000000 Penalty: 88616.031250
Iteration 287Q: 26 clusters Score -1.947395e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228105 members 
Mstep: Class 4 contains 167883 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22252 members 
Mstep: Class 7 contains 103210 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93619 members 
Mstep: Class 10 contains 106019 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3293 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162218 members 
Mstep: Class 15 contains 187496 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 58481 members 
Mstep: Class 18 contains 166933 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 164260 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 288Q: 26 clusters Score -1.947395e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228118 members 
Mstep: Class 4 contains 167877 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22262 members 
Mstep: Class 7 contains 103215 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93624 members 
Mstep: Class 10 contains 106022 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3282 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162213 members 
Mstep: Class 15 contains 187495 members 
Mstep: Class 16 contains 7300 members 
Mstep: Class 17 contains 58477 members 
Mstep: Class 18 contains 166934 members 
Mstep: Class 19 contains 12015 members 
Mstep: Class 20 contains 14577 members 
Mstep: Class 21 contains 164262 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 289Q: 26 clusters Score -1.947395e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228138 members 
Mstep: Class 4 contains 167881 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22278 members 
Mstep: Class 7 contains 103221 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93627 members 
Mstep: Class 10 contains 106024 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162212 members 
Mstep: Class 15 contains 187498 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 58469 members 
Mstep: Class 18 contains 166931 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164248 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739456.000000 Penalty: 88616.031250
Iteration 290Q: 26 clusters Score -1.947395e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228160 members 
Mstep: Class 4 contains 167877 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22292 members 
Mstep: Class 7 contains 103229 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93629 members 
Mstep: Class 10 contains 106034 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162208 members 
Mstep: Class 15 contains 187499 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 58462 members 
Mstep: Class 18 contains 166931 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14587 members 
Mstep: Class 21 contains 164243 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739440.000000 Penalty: 88616.031250
Iteration 291Q: 26 clusters Score -1.947394e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228162 members 
Mstep: Class 4 contains 167879 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22312 members 
Mstep: Class 7 contains 103233 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93626 members 
Mstep: Class 10 contains 106034 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3250 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162202 members 
Mstep: Class 15 contains 187512 members 
Mstep: Class 16 contains 7230 members 
Mstep: Class 17 contains 58455 members 
Mstep: Class 18 contains 166941 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164240 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 292Q: 26 clusters Score -1.947397e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228165 members 
Mstep: Class 4 contains 167877 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22328 members 
Mstep: Class 7 contains 103247 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93627 members 
Mstep: Class 10 contains 106036 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162196 members 
Mstep: Class 15 contains 187520 members 
Mstep: Class 16 contains 7212 members 
Mstep: Class 17 contains 58446 members 
Mstep: Class 18 contains 166944 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164241 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739712.000000 Penalty: 88616.031250
Iteration 293Q: 26 clusters Score -1.947397e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228162 members 
Mstep: Class 4 contains 167873 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22346 members 
Mstep: Class 7 contains 103262 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93626 members 
Mstep: Class 10 contains 106034 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162185 members 
Mstep: Class 15 contains 187532 members 
Mstep: Class 16 contains 7196 members 
Mstep: Class 17 contains 58445 members 
Mstep: Class 18 contains 166943 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14596 members 
Mstep: Class 21 contains 164243 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739664.000000 Penalty: 88616.031250
Iteration 294Q: 26 clusters Score -1.947397e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228172 members 
Mstep: Class 4 contains 167867 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22363 members 
Mstep: Class 7 contains 103271 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93629 members 
Mstep: Class 10 contains 106032 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3217 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162175 members 
Mstep: Class 15 contains 187536 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 58448 members 
Mstep: Class 18 contains 166944 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739584.000000 Penalty: 88616.031250
Iteration 295Q: 26 clusters Score -1.947396e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228185 members 
Mstep: Class 4 contains 167860 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22379 members 
Mstep: Class 7 contains 103282 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93629 members 
Mstep: Class 10 contains 106030 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3207 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162173 members 
Mstep: Class 15 contains 187545 members 
Mstep: Class 16 contains 7165 members 
Mstep: Class 17 contains 58445 members 
Mstep: Class 18 contains 166939 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164243 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 296Q: 26 clusters Score -1.947395e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228193 members 
Mstep: Class 4 contains 167849 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22399 members 
Mstep: Class 7 contains 103283 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93632 members 
Mstep: Class 10 contains 106032 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162172 members 
Mstep: Class 15 contains 187544 members 
Mstep: Class 16 contains 7150 members 
Mstep: Class 17 contains 58443 members 
Mstep: Class 18 contains 166941 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164249 members 
Mstep: Class 22 contains 2699 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739520.000000 Penalty: 88616.031250
Iteration 297Q: 26 clusters Score -1.947395e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228199 members 
Mstep: Class 4 contains 167840 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22420 members 
Mstep: Class 7 contains 103281 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93634 members 
Mstep: Class 10 contains 106032 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162172 members 
Mstep: Class 15 contains 187545 members 
Mstep: Class 16 contains 7135 members 
Mstep: Class 17 contains 58441 members 
Mstep: Class 18 contains 166941 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164258 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739632.000000 Penalty: 88616.031250
Iteration 298Q: 26 clusters Score -1.947396e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228202 members 
Mstep: Class 4 contains 167830 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22439 members 
Mstep: Class 7 contains 103280 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93641 members 
Mstep: Class 10 contains 106038 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162173 members 
Mstep: Class 15 contains 187546 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 58442 members 
Mstep: Class 18 contains 166939 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164254 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739776.000000 Penalty: 88616.031250
Iteration 299Q: 26 clusters Score -1.947398e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228208 members 
Mstep: Class 4 contains 167832 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 103282 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93649 members 
Mstep: Class 10 contains 106039 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162174 members 
Mstep: Class 15 contains 187546 members 
Mstep: Class 16 contains 7096 members 
Mstep: Class 17 contains 58442 members 
Mstep: Class 18 contains 166935 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14593 members 
Mstep: Class 21 contains 164260 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739584.000000 Penalty: 88616.031250
Iteration 300F: 26 clusters Score -1.947396e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228206 members 
Mstep: Class 4 contains 167829 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22466 members 
Mstep: Class 7 contains 103286 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93656 members 
Mstep: Class 10 contains 106044 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3169 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162164 members 
Mstep: Class 15 contains 187560 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 58443 members 
Mstep: Class 18 contains 166937 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14591 members 
Mstep: Class 21 contains 164266 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739568.000000 Penalty: 88616.031250
Iteration 301Q: 26 clusters Score -1.947396e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228211 members 
Mstep: Class 4 contains 167830 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22481 members 
Mstep: Class 7 contains 103287 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93661 members 
Mstep: Class 10 contains 106043 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162161 members 
Mstep: Class 15 contains 187566 members 
Mstep: Class 16 contains 7052 members 
Mstep: Class 17 contains 58439 members 
Mstep: Class 18 contains 166938 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164271 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739584.000000 Penalty: 88616.031250
Iteration 302Q: 26 clusters Score -1.947396e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228206 members 
Mstep: Class 4 contains 167829 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 103287 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93664 members 
Mstep: Class 10 contains 106043 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162159 members 
Mstep: Class 15 contains 187580 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 58438 members 
Mstep: Class 18 contains 166940 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164281 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739504.000000 Penalty: 88616.031250
Iteration 303Q: 26 clusters Score -1.947395e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228194 members 
Mstep: Class 4 contains 167830 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22505 members 
Mstep: Class 7 contains 103291 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93670 members 
Mstep: Class 10 contains 106042 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162160 members 
Mstep: Class 15 contains 187591 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 58436 members 
Mstep: Class 18 contains 166940 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14590 members 
Mstep: Class 21 contains 164285 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739552.000000 Penalty: 88616.031250
Iteration 304Q: 26 clusters Score -1.947396e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228193 members 
Mstep: Class 4 contains 167827 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22520 members 
Mstep: Class 7 contains 103302 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93673 members 
Mstep: Class 10 contains 106043 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162161 members 
Mstep: Class 15 contains 187596 members 
Mstep: Class 16 contains 6986 members 
Mstep: Class 17 contains 58433 members 
Mstep: Class 18 contains 166936 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14588 members 
Mstep: Class 21 contains 164283 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739680.000000 Penalty: 88616.031250
Iteration 305Q: 26 clusters Score -1.947397e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228194 members 
Mstep: Class 4 contains 167825 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22540 members 
Mstep: Class 7 contains 103307 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93681 members 
Mstep: Class 10 contains 106041 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162161 members 
Mstep: Class 15 contains 187600 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 17 contains 58433 members 
Mstep: Class 18 contains 166930 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14585 members 
Mstep: Class 21 contains 164278 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739824.000000 Penalty: 88616.031250
Iteration 306Q: 26 clusters Score -1.947398e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228194 members 
Mstep: Class 4 contains 167831 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22549 members 
Mstep: Class 7 contains 103313 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 93689 members 
Mstep: Class 10 contains 106041 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162156 members 
Mstep: Class 15 contains 187602 members 
Mstep: Class 16 contains 6958 members 
Mstep: Class 17 contains 58432 members 
Mstep: Class 18 contains 166927 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14584 members 
Mstep: Class 21 contains 164275 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 88616.031250
Iteration 307Q: 26 clusters Score -1.947398e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228207 members 
Mstep: Class 4 contains 167828 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22547 members 
Mstep: Class 7 contains 103324 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93696 members 
Mstep: Class 10 contains 106044 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162148 members 
Mstep: Class 15 contains 187603 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 58432 members 
Mstep: Class 18 contains 166927 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 14581 members 
Mstep: Class 21 contains 164276 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 308Q: 26 clusters Score -1.947397e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228219 members 
Mstep: Class 4 contains 167814 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22556 members 
Mstep: Class 7 contains 103332 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93704 members 
Mstep: Class 10 contains 106052 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162140 members 
Mstep: Class 15 contains 187603 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 17 contains 58433 members 
Mstep: Class 18 contains 166927 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14577 members 
Mstep: Class 21 contains 164274 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 309Q: 26 clusters Score -1.9474e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228217 members 
Mstep: Class 4 contains 167809 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22557 members 
Mstep: Class 7 contains 103341 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93707 members 
Mstep: Class 10 contains 106059 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162137 members 
Mstep: Class 15 contains 187614 members 
Mstep: Class 16 contains 6898 members 
Mstep: Class 17 contains 58432 members 
Mstep: Class 18 contains 166931 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 164279 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 310Q: 26 clusters Score -1.9474e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90628 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228220 members 
Mstep: Class 4 contains 167807 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22561 members 
Mstep: Class 7 contains 103349 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 93714 members 
Mstep: Class 10 contains 106062 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162138 members 
Mstep: Class 15 contains 187620 members 
Mstep: Class 16 contains 6879 members 
Mstep: Class 17 contains 58429 members 
Mstep: Class 18 contains 166932 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14573 members 
Mstep: Class 21 contains 164277 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 311Q: 26 clusters Score -1.9474e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228223 members 
Mstep: Class 4 contains 167806 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 103352 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93720 members 
Mstep: Class 10 contains 106068 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162135 members 
Mstep: Class 15 contains 187626 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 17 contains 58426 members 
Mstep: Class 18 contains 166927 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 164274 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739952.000000 Penalty: 88616.031250
Iteration 312Q: 26 clusters Score -1.9474e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228217 members 
Mstep: Class 4 contains 167801 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22590 members 
Mstep: Class 7 contains 103356 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93727 members 
Mstep: Class 10 contains 106069 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162134 members 
Mstep: Class 15 contains 187634 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 58423 members 
Mstep: Class 18 contains 166923 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 164279 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739888.000000 Penalty: 88616.031250
Iteration 313Q: 26 clusters Score -1.947399e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228221 members 
Mstep: Class 4 contains 167795 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22599 members 
Mstep: Class 7 contains 103358 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 93728 members 
Mstep: Class 10 contains 106074 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3161 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162135 members 
Mstep: Class 15 contains 187639 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 58419 members 
Mstep: Class 18 contains 166919 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14571 members 
Mstep: Class 21 contains 164279 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 314Q: 26 clusters Score -1.947398e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228237 members 
Mstep: Class 4 contains 167793 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22610 members 
Mstep: Class 7 contains 103358 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93735 members 
Mstep: Class 10 contains 106073 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162125 members 
Mstep: Class 15 contains 187633 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 58418 members 
Mstep: Class 18 contains 166919 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 164281 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739696.000000 Penalty: 88616.031250
Iteration 315Q: 26 clusters Score -1.947397e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228242 members 
Mstep: Class 4 contains 167792 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22620 members 
Mstep: Class 7 contains 103360 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93745 members 
Mstep: Class 10 contains 106078 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162122 members 
Mstep: Class 15 contains 187629 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 58416 members 
Mstep: Class 18 contains 166921 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 164273 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 316Q: 26 clusters Score -1.9474e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228247 members 
Mstep: Class 4 contains 167791 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22625 members 
Mstep: Class 7 contains 103366 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93758 members 
Mstep: Class 10 contains 106084 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162115 members 
Mstep: Class 15 contains 187620 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 58413 members 
Mstep: Class 18 contains 166924 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14575 members 
Mstep: Class 21 contains 164272 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 88616.031250
Iteration 317Q: 26 clusters Score -1.947401e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228248 members 
Mstep: Class 4 contains 167791 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22629 members 
Mstep: Class 7 contains 103369 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93763 members 
Mstep: Class 10 contains 106087 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162112 members 
Mstep: Class 15 contains 187628 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 58419 members 
Mstep: Class 18 contains 166925 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 164268 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 88616.031250
Iteration 318Q: 26 clusters Score -1.947401e+08 nChanged 129
Entering ConstructFrom: 
Score: -194740096.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Entering Unmasked Estep 
Score: -11252591.000000 Penalty: 2830.743164
	Iteration 0F: 2 clusters Score -1.125259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -11191805.000000 Penalty: 5661.486328
	Iteration 0F: 3 clusters Score -1.11918e+07 nChanged 42758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -11216000.000000 Penalty: 5661.486328
	Iteration 1F: 3 clusters Score -1.1216e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -11216792.000000 Penalty: 5661.486328
	Iteration 2Q: 3 clusters Score -1.121679e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -11217703.000000 Penalty: 5661.486328
	Iteration 3Q: 3 clusters Score -1.12177e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -11218983.000000 Penalty: 5661.486328
	Iteration 4Q: 3 clusters Score -1.121898e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -11221180.000000 Penalty: 5661.486328
	Iteration 5Q: 3 clusters Score -1.122118e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -11225400.000000 Penalty: 5661.486328
	Iteration 6F: 3 clusters Score -1.12254e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -11231576.000000 Penalty: 5661.486328
	Iteration 7F: 3 clusters Score -1.123158e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -11239252.000000 Penalty: 5661.486328
	Iteration 8F: 3 clusters Score -1.123925e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -11245267.000000 Penalty: 5661.486328
	Iteration 9F: 3 clusters Score -1.124527e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -11248409.000000 Penalty: 5661.486328
	Iteration 10Q: 3 clusters Score -1.124841e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -11249698.000000 Penalty: 5661.486328
	Iteration 11Q: 3 clusters Score -1.12497e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -11250238.000000 Penalty: 5661.486328
	Iteration 12Q: 3 clusters Score -1.125024e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -11250482.000000 Penalty: 5661.486328
	Iteration 13Q: 3 clusters Score -1.125048e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -11250632.000000 Penalty: 5661.486328
	Iteration 14Q: 3 clusters Score -1.125063e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -11250691.000000 Penalty: 5661.486328
	Iteration 15Q: 3 clusters Score -1.125069e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 89355 members 
Entering Unmasked Estep 
Score: -11250735.000000 Penalty: 5661.486328
	Iteration 16Q: 3 clusters Score -1.125074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -11250760.000000 Penalty: 5661.486328
	Iteration 17Q: 3 clusters Score -1.125076e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -11250789.000000 Penalty: 5661.486328
	Iteration 18Q: 3 clusters Score -1.125079e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -11250814.000000 Penalty: 5661.486328
	Iteration 19Q: 3 clusters Score -1.125081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11250825.000000 Penalty: 5661.486328
	Iteration 20F: 3 clusters Score -1.125082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11250865.000000 Penalty: 5661.486328
	Iteration 21Q: 3 clusters Score -1.125086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11250874.000000 Penalty: 5661.486328
	Iteration 22Q: 3 clusters Score -1.125087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -11250879.000000 Penalty: 5661.486328
	Iteration 23Q: 3 clusters Score -1.125088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11250885.000000 Penalty: 5661.486328
	Iteration 24Q: 3 clusters Score -1.125088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -11250884.000000 Penalty: 5661.486328
	Iteration 25Q: 3 clusters Score -1.125088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11250890.000000 Penalty: 5661.486328
	Iteration 26Q: 3 clusters Score -1.125089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11250893.000000 Penalty: 5661.486328
	Iteration 27Q: 3 clusters Score -1.125089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -11250894.000000 Penalty: 5661.486328
	Iteration 28Q: 3 clusters Score -1.125089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11250896.000000 Penalty: 5661.486328
	Iteration 29Q: 3 clusters Score -1.12509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -11250899.000000 Penalty: 5661.486328
	Iteration 30Q: 3 clusters Score -1.12509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11250885.000000 Penalty: 5661.486328
	Iteration 31Q: 3 clusters Score -1.125088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11250892.000000 Penalty: 5661.486328
	Iteration 32Q: 3 clusters Score -1.125089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11250890.000000 Penalty: 5661.486328
	Iteration 33Q: 3 clusters Score -1.125089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -11250893.000000 Penalty: 5661.486328
	Iteration 34Q: 3 clusters Score -1.125089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11250885.000000 Penalty: 5661.486328
	Iteration 35Q: 3 clusters Score -1.125088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -11250894.000000 Penalty: 5661.486328
	Iteration 36Q: 3 clusters Score -1.125089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -11250891.000000 Penalty: 5661.486328
	Iteration 37Q: 3 clusters Score -1.125089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -11250891.000000 Penalty: 5661.486328
	Iteration 38Q: 3 clusters Score -1.125089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -11250900.000000 Penalty: 5661.486328
	Iteration 39Q: 3 clusters Score -1.12509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 89405 members 
Entering Unmasked Estep 
Score: -11250895.000000 Penalty: 5661.486328
	Iteration 40F: 3 clusters Score -1.12509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -110548.773438 Penalty: 1729.438721
	Iteration 0F: 2 clusters Score -110548.8 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 526 members 
Entering Unmasked Estep 
Score: -108656.164062 Penalty: 3458.877441
	Iteration 0F: 3 clusters Score -108656.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109020.132812 Penalty: 3458.877441
	Iteration 1F: 3 clusters Score -109020.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -109182.281250 Penalty: 3458.877441
	Iteration 2F: 3 clusters Score -109182.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -109339.148438 Penalty: 3458.877441
	Iteration 3F: 3 clusters Score -109339.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109478.820312 Penalty: 3458.877441
	Iteration 4F: 3 clusters Score -109478.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109650.882812 Penalty: 3458.877441
	Iteration 5F: 3 clusters Score -109650.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109872.867188 Penalty: 3458.877441
	Iteration 6F: 3 clusters Score -109872.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110033.335938 Penalty: 3458.877441
	Iteration 7F: 3 clusters Score -110033.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110136.140625 Penalty: 3458.877441
	Iteration 8Q: 3 clusters Score -110136.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110220.804688 Penalty: 3458.877441
	Iteration 9Q: 3 clusters Score -110220.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110263.851562 Penalty: 3458.877441
	Iteration 10Q: 3 clusters Score -110263.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110297.812500 Penalty: 3458.877441
	Iteration 11Q: 3 clusters Score -110297.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110321.812500 Penalty: 3458.877441
	Iteration 12Q: 3 clusters Score -110321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -110340.117188 Penalty: 3458.877441
	Iteration 13Q: 3 clusters Score -110340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110352.164062 Penalty: 3458.877441
	Iteration 14Q: 3 clusters Score -110352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110354.695312 Penalty: 3458.877441
	Iteration 15Q: 3 clusters Score -110354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110356.421875 Penalty: 3458.877441
	Iteration 16F: 3 clusters Score -110356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110372.734375 Penalty: 3458.877441
	Iteration 17Q: 3 clusters Score -110372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -110382.390625 Penalty: 3458.877441
	Iteration 18Q: 3 clusters Score -110382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110401.984375 Penalty: 3458.877441
	Iteration 19Q: 3 clusters Score -110402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110464.320312 Penalty: 3458.877441
	Iteration 20F: 3 clusters Score -110464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110545.429688 Penalty: 3458.877441
	Iteration 21Q: 3 clusters Score -110545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110547.554688 Penalty: 3458.877441
	Iteration 22Q: 3 clusters Score -110547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110548.781250 Penalty: 3458.877441
	Iteration 23Q: 3 clusters Score -110548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110551.101562 Penalty: 3458.877441
	Iteration 24Q: 3 clusters Score -110551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110551.101562 Penalty: 3458.877441
	Iteration 25F: 3 clusters Score -110551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 559 members 
Mstep: Class 3 contains 228249 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22636 members 
Mstep: Class 7 contains 103370 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93767 members 
Mstep: Class 10 contains 106096 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162110 members 
Mstep: Class 15 contains 187630 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 166922 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164265 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 509 members 
Entering Unmasked Estep 
Score: -194738768.000000 Penalty: 92160.671875
Splitting cluster 2 changes total score from -194740096.000000 to -194738768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (228249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228249 members 
Entering Unmasked Estep 
Score: -28116580.000000 Penalty: 3059.871582
	Iteration 0F: 2 clusters Score -2.811658e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114256 members 
Mstep: Class 2 contains 113993 members 
Entering Unmasked Estep 
Score: -27974602.000000 Penalty: 6119.743164
	Iteration 0F: 3 clusters Score -2.79746e+07 nChanged 109987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117767 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -28038450.000000 Penalty: 6119.743164
	Iteration 1F: 3 clusters Score -2.803845e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119844 members 
Mstep: Class 2 contains 108405 members 
Entering Unmasked Estep 
Score: -28039620.000000 Penalty: 6119.743164
	Iteration 2Q: 3 clusters Score -2.803962e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123072 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -28041026.000000 Penalty: 6119.743164
	Iteration 3Q: 3 clusters Score -2.804103e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -28042960.000000 Penalty: 6119.743164
	Iteration 4Q: 3 clusters Score -2.804296e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134937 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -28045938.000000 Penalty: 6119.743164
	Iteration 5Q: 3 clusters Score -2.804594e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -28051438.000000 Penalty: 6119.743164
	Iteration 6Q: 3 clusters Score -2.805144e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -28060692.000000 Penalty: 6119.743164
	Iteration 7F: 3 clusters Score -2.806069e+07 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176498 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -28072806.000000 Penalty: 6119.743164
	Iteration 8F: 3 clusters Score -2.807281e+07 nChanged 16620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192984 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -28085082.000000 Penalty: 6119.743164
	Iteration 9F: 3 clusters Score -2.808508e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205324 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -28094930.000000 Penalty: 6119.743164
	Iteration 10F: 3 clusters Score -2.809493e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213336 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -28101512.000000 Penalty: 6119.743164
	Iteration 11Q: 3 clusters Score -2.810151e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218321 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -28105510.000000 Penalty: 6119.743164
	Iteration 12Q: 3 clusters Score -2.810551e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221382 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -28108118.000000 Penalty: 6119.743164
	Iteration 13Q: 3 clusters Score -2.810812e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223402 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -28109956.000000 Penalty: 6119.743164
	Iteration 14Q: 3 clusters Score -2.810996e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224763 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -28111252.000000 Penalty: 6119.743164
	Iteration 15Q: 3 clusters Score -2.811125e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225680 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -28111964.000000 Penalty: 6119.743164
	Iteration 16Q: 3 clusters Score -2.811196e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226317 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -28112500.000000 Penalty: 6119.743164
	Iteration 17Q: 3 clusters Score -2.81125e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226741 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -28112832.000000 Penalty: 6119.743164
	Iteration 18Q: 3 clusters Score -2.811283e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226986 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -28113058.000000 Penalty: 6119.743164
	Iteration 19Q: 3 clusters Score -2.811306e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227151 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -28113218.000000 Penalty: 6119.743164
	Iteration 20F: 3 clusters Score -2.811322e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227254 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -28113316.000000 Penalty: 6119.743164
	Iteration 21Q: 3 clusters Score -2.811332e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227325 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -28113440.000000 Penalty: 6119.743164
	Iteration 22Q: 3 clusters Score -2.811344e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227381 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -28113500.000000 Penalty: 6119.743164
	Iteration 23Q: 3 clusters Score -2.81135e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227417 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -28113528.000000 Penalty: 6119.743164
	Iteration 24Q: 3 clusters Score -2.811353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227447 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -28113564.000000 Penalty: 6119.743164
	Iteration 25Q: 3 clusters Score -2.811356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -28113600.000000 Penalty: 6119.743164
	Iteration 26Q: 3 clusters Score -2.81136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227495 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -28113626.000000 Penalty: 6119.743164
	Iteration 27Q: 3 clusters Score -2.811363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227510 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -28113686.000000 Penalty: 6119.743164
	Iteration 28Q: 3 clusters Score -2.811369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227519 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -28113686.000000 Penalty: 6119.743164
	Iteration 29Q: 3 clusters Score -2.811369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227522 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -28113672.000000 Penalty: 6119.743164
	Iteration 30Q: 3 clusters Score -2.811367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227523 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -28113698.000000 Penalty: 6119.743164
	Iteration 31Q: 3 clusters Score -2.81137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227525 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -28113722.000000 Penalty: 6119.743164
	Iteration 32Q: 3 clusters Score -2.811372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227529 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -28113718.000000 Penalty: 6119.743164
	Iteration 33Q: 3 clusters Score -2.811372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227531 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -28113734.000000 Penalty: 6119.743164
	Iteration 34Q: 3 clusters Score -2.811373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227537 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -28113738.000000 Penalty: 6119.743164
	Iteration 35Q: 3 clusters Score -2.811374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227543 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -28113710.000000 Penalty: 6119.743164
	Iteration 36Q: 3 clusters Score -2.811371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227548 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -28113740.000000 Penalty: 6119.743164
	Iteration 37Q: 3 clusters Score -2.811374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227551 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -28113748.000000 Penalty: 6119.743164
	Iteration 38Q: 3 clusters Score -2.811375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227552 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -28113738.000000 Penalty: 6119.743164
	Iteration 39Q: 3 clusters Score -2.811374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227552 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -28113742.000000 Penalty: 6119.743164
	Iteration 40F: 3 clusters Score -2.811374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227557 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -28113746.000000 Penalty: 6119.743164
	Iteration 41Q: 3 clusters Score -2.811375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227562 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -28113748.000000 Penalty: 6119.743164
	Iteration 42Q: 3 clusters Score -2.811375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227568 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -28113752.000000 Penalty: 6119.743164
	Iteration 43Q: 3 clusters Score -2.811375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227568 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -28113758.000000 Penalty: 6119.743164
	Iteration 44Q: 3 clusters Score -2.811376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227569 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -28113758.000000 Penalty: 6119.743164
	Iteration 45Q: 3 clusters Score -2.811376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227571 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -28113762.000000 Penalty: 6119.743164
	Iteration 46Q: 3 clusters Score -2.811376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227572 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -28113770.000000 Penalty: 6119.743164
	Iteration 47Q: 3 clusters Score -2.811377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227572 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -28113770.000000 Penalty: 6119.743164
	Iteration 48F: 3 clusters Score -2.811377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Entering Unmasked Estep 
Score: -20725320.000000 Penalty: 2983.562256
	Iteration 0F: 2 clusters Score -2.072532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -20615434.000000 Penalty: 5967.124512
	Iteration 0F: 3 clusters Score -2.061543e+07 nChanged 80444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -20662446.000000 Penalty: 5967.124512
	Iteration 1F: 3 clusters Score -2.066245e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 90125 members 
Entering Unmasked Estep 
Score: -20663566.000000 Penalty: 5967.124512
	Iteration 2Q: 3 clusters Score -2.066357e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -20664960.000000 Penalty: 5967.124512
	Iteration 3Q: 3 clusters Score -2.066496e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -20667450.000000 Penalty: 5967.124512
	Iteration 4Q: 3 clusters Score -2.066745e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -20671466.000000 Penalty: 5967.124512
	Iteration 5Q: 3 clusters Score -2.067147e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -20678066.000000 Penalty: 5967.124512
	Iteration 6F: 3 clusters Score -2.067807e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -20688270.000000 Penalty: 5967.124512
	Iteration 7F: 3 clusters Score -2.068827e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -20701146.000000 Penalty: 5967.124512
	Iteration 8F: 3 clusters Score -2.070115e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 152742 members 
Entering Unmasked Estep 
Score: -20712074.000000 Penalty: 5967.124512
	Iteration 9F: 3 clusters Score -2.071207e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -20718106.000000 Penalty: 5967.124512
	Iteration 10Q: 3 clusters Score -2.071811e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 164007 members 
Entering Unmasked Estep 
Score: -20720732.000000 Penalty: 5967.124512
	Iteration 11Q: 3 clusters Score -2.072073e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 165721 members 
Entering Unmasked Estep 
Score: -20721966.000000 Penalty: 5967.124512
	Iteration 12Q: 3 clusters Score -2.072197e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 166484 members 
Entering Unmasked Estep 
Score: -20722452.000000 Penalty: 5967.124512
	Iteration 13Q: 3 clusters Score -2.072245e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 166808 members 
Entering Unmasked Estep 
Score: -20722606.000000 Penalty: 5967.124512
	Iteration 14Q: 3 clusters Score -2.072261e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 166983 members 
Entering Unmasked Estep 
Score: -20722670.000000 Penalty: 5967.124512
	Iteration 15Q: 3 clusters Score -2.072267e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 167081 members 
Entering Unmasked Estep 
Score: -20722734.000000 Penalty: 5967.124512
	Iteration 16Q: 3 clusters Score -2.072273e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -20722802.000000 Penalty: 5967.124512
	Iteration 17Q: 3 clusters Score -2.07228e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 167167 members 
Entering Unmasked Estep 
Score: -20722816.000000 Penalty: 5967.124512
	Iteration 18Q: 3 clusters Score -2.072282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 167190 members 
Entering Unmasked Estep 
Score: -20722850.000000 Penalty: 5967.124512
	Iteration 19Q: 3 clusters Score -2.072285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 167206 members 
Entering Unmasked Estep 
Score: -20722854.000000 Penalty: 5967.124512
	Iteration 20F: 3 clusters Score -2.072285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 167225 members 
Entering Unmasked Estep 
Score: -20722896.000000 Penalty: 5967.124512
	Iteration 21Q: 3 clusters Score -2.07229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -20722890.000000 Penalty: 5967.124512
	Iteration 22Q: 3 clusters Score -2.072289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -20722908.000000 Penalty: 5967.124512
	Iteration 23Q: 3 clusters Score -2.072291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -20722898.000000 Penalty: 5967.124512
	Iteration 24Q: 3 clusters Score -2.07229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 167268 members 
Entering Unmasked Estep 
Score: -20722920.000000 Penalty: 5967.124512
	Iteration 25Q: 3 clusters Score -2.072292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 167274 members 
Entering Unmasked Estep 
Score: -20722924.000000 Penalty: 5967.124512
	Iteration 26Q: 3 clusters Score -2.072292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 167280 members 
Entering Unmasked Estep 
Score: -20722936.000000 Penalty: 5967.124512
	Iteration 27Q: 3 clusters Score -2.072294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -20722944.000000 Penalty: 5967.124512
	Iteration 28Q: 3 clusters Score -2.072294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 167289 members 
Entering Unmasked Estep 
Score: -20722966.000000 Penalty: 5967.124512
	Iteration 29Q: 3 clusters Score -2.072297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 167291 members 
Entering Unmasked Estep 
Score: -20722958.000000 Penalty: 5967.124512
	Iteration 30Q: 3 clusters Score -2.072296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 167296 members 
Entering Unmasked Estep 
Score: -20722950.000000 Penalty: 5967.124512
	Iteration 31Q: 3 clusters Score -2.072295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 167298 members 
Entering Unmasked Estep 
Score: -20722964.000000 Penalty: 5967.124512
	Iteration 32Q: 3 clusters Score -2.072296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -20722966.000000 Penalty: 5967.124512
	Iteration 33Q: 3 clusters Score -2.072297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -20722948.000000 Penalty: 5967.124512
	Iteration 34Q: 3 clusters Score -2.072295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -20722948.000000 Penalty: 5967.124512
	Iteration 35F: 3 clusters Score -2.072295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -90092.437500 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -90092.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88333.125000 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -88333.12 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88634.226562 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -88634.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88798.937500 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -88798.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88913.164062 Penalty: 3325.389648
	Iteration 3F: 3 clusters Score -88913.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88992.531250 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -88992.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -89090.179688 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -89090.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89144.765625 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -89144.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89188.484375 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -89188.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -89218.070312 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -89218.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89240.531250 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -89240.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89247.875000 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -89247.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89253.046875 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -89253.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89257.562500 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -89257.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89262.710938 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -89262.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89266.539062 Penalty: 3325.389648
	Iteration 14Q: 3 clusters Score -89266.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89269.484375 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -89269.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89275.140625 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -89275.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89276.195312 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -89276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89276.195312 Penalty: 3325.389648
	Iteration 18F: 3 clusters Score -89276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Entering Unmasked Estep 
Score: -2759167.500000 Penalty: 2486.769775
	Iteration 0F: 2 clusters Score -2759168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2743406.250000 Penalty: 4973.539551
	Iteration 0F: 3 clusters Score -2743406 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2748581.500000 Penalty: 4973.539551
	Iteration 1F: 3 clusters Score -2748582 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2748987.500000 Penalty: 4973.539551
	Iteration 2F: 3 clusters Score -2748988 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2749338.000000 Penalty: 4973.539551
	Iteration 3Q: 3 clusters Score -2749338 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2749670.750000 Penalty: 4973.539551
	Iteration 4Q: 3 clusters Score -2749671 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2749985.000000 Penalty: 4973.539551
	Iteration 5Q: 3 clusters Score -2749985 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2750325.250000 Penalty: 4973.539551
	Iteration 6Q: 3 clusters Score -2750325 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2750748.250000 Penalty: 4973.539551
	Iteration 7Q: 3 clusters Score -2750748 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2751293.500000 Penalty: 4973.539551
	Iteration 8Q: 3 clusters Score -2751294 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2752016.250000 Penalty: 4973.539551
	Iteration 9Q: 3 clusters Score -2752016 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2752893.000000 Penalty: 4973.539551
	Iteration 10F: 3 clusters Score -2752893 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2753879.750000 Penalty: 4973.539551
	Iteration 11F: 3 clusters Score -2753880 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2754745.250000 Penalty: 4973.539551
	Iteration 12Q: 3 clusters Score -2754745 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2755322.500000 Penalty: 4973.539551
	Iteration 13Q: 3 clusters Score -2755322 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2755700.500000 Penalty: 4973.539551
	Iteration 14Q: 3 clusters Score -2755700 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2755939.750000 Penalty: 4973.539551
	Iteration 15Q: 3 clusters Score -2755940 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2756063.000000 Penalty: 4973.539551
	Iteration 16Q: 3 clusters Score -2756063 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2756166.000000 Penalty: 4973.539551
	Iteration 17Q: 3 clusters Score -2756166 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2756246.750000 Penalty: 4973.539551
	Iteration 18Q: 3 clusters Score -2756247 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2756315.250000 Penalty: 4973.539551
	Iteration 19Q: 3 clusters Score -2756315 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2756369.000000 Penalty: 4973.539551
	Iteration 20F: 3 clusters Score -2756369 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2756413.750000 Penalty: 4973.539551
	Iteration 21Q: 3 clusters Score -2756414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2756453.250000 Penalty: 4973.539551
	Iteration 22Q: 3 clusters Score -2756453 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2756482.750000 Penalty: 4973.539551
	Iteration 23Q: 3 clusters Score -2756483 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2756522.750000 Penalty: 4973.539551
	Iteration 24Q: 3 clusters Score -2756523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2756543.750000 Penalty: 4973.539551
	Iteration 25Q: 3 clusters Score -2756544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2756587.750000 Penalty: 4973.539551
	Iteration 26Q: 3 clusters Score -2756588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2756620.250000 Penalty: 4973.539551
	Iteration 27Q: 3 clusters Score -2756620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2756637.000000 Penalty: 4973.539551
	Iteration 28Q: 3 clusters Score -2756637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2756660.250000 Penalty: 4973.539551
	Iteration 29Q: 3 clusters Score -2756660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2756682.500000 Penalty: 4973.539551
	Iteration 30Q: 3 clusters Score -2756682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2756693.750000 Penalty: 4973.539551
	Iteration 31Q: 3 clusters Score -2756694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2756709.750000 Penalty: 4973.539551
	Iteration 32Q: 3 clusters Score -2756710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2756728.000000 Penalty: 4973.539551
	Iteration 33Q: 3 clusters Score -2756728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2756753.250000 Penalty: 4973.539551
	Iteration 34Q: 3 clusters Score -2756753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2756762.000000 Penalty: 4973.539551
	Iteration 35Q: 3 clusters Score -2756762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2756769.500000 Penalty: 4973.539551
	Iteration 36Q: 3 clusters Score -2756770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2756786.500000 Penalty: 4973.539551
	Iteration 37Q: 3 clusters Score -2756786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2756796.000000 Penalty: 4973.539551
	Iteration 38Q: 3 clusters Score -2756796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2756805.500000 Penalty: 4973.539551
	Iteration 39Q: 3 clusters Score -2756806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2756812.750000 Penalty: 4973.539551
	Iteration 40F: 3 clusters Score -2756813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2756820.000000 Penalty: 4973.539551
	Iteration 41Q: 3 clusters Score -2756820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2756831.250000 Penalty: 4973.539551
	Iteration 42Q: 3 clusters Score -2756831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2756833.000000 Penalty: 4973.539551
	Iteration 43Q: 3 clusters Score -2756833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2756836.250000 Penalty: 4973.539551
	Iteration 44Q: 3 clusters Score -2756836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2756848.500000 Penalty: 4973.539551
	Iteration 45Q: 3 clusters Score -2756848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2756853.000000 Penalty: 4973.539551
	Iteration 46Q: 3 clusters Score -2756853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2756851.000000 Penalty: 4973.539551
	Iteration 47Q: 3 clusters Score -2756851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2756859.250000 Penalty: 4973.539551
	Iteration 48Q: 3 clusters Score -2756859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2756860.000000 Penalty: 4973.539551
	Iteration 49Q: 3 clusters Score -2756860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2756871.000000 Penalty: 4973.539551
	Iteration 50Q: 3 clusters Score -2756871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2756869.750000 Penalty: 4973.539551
	Iteration 51Q: 3 clusters Score -2756870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2756879.250000 Penalty: 4973.539551
	Iteration 52Q: 3 clusters Score -2756879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2756882.250000 Penalty: 4973.539551
	Iteration 53Q: 3 clusters Score -2756882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2756879.250000 Penalty: 4973.539551
	Iteration 54Q: 3 clusters Score -2756879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2756893.500000 Penalty: 4973.539551
	Iteration 55Q: 3 clusters Score -2756894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2756897.500000 Penalty: 4973.539551
	Iteration 56Q: 3 clusters Score -2756898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2756904.500000 Penalty: 4973.539551
	Iteration 57Q: 3 clusters Score -2756904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2756903.750000 Penalty: 4973.539551
	Iteration 58Q: 3 clusters Score -2756904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2756897.250000 Penalty: 4973.539551
	Iteration 59Q: 3 clusters Score -2756897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2756903.000000 Penalty: 4973.539551
	Iteration 60F: 3 clusters Score -2756903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2756904.500000 Penalty: 4973.539551
	Iteration 61Q: 3 clusters Score -2756904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2756902.750000 Penalty: 4973.539551
	Iteration 62Q: 3 clusters Score -2756903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2756902.500000 Penalty: 4973.539551
	Iteration 63Q: 3 clusters Score -2756902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2756904.000000 Penalty: 4973.539551
	Iteration 64Q: 3 clusters Score -2756904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2756907.000000 Penalty: 4973.539551
	Iteration 65Q: 3 clusters Score -2756907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2756907.500000 Penalty: 4973.539551
	Iteration 66Q: 3 clusters Score -2756908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2756909.750000 Penalty: 4973.539551
	Iteration 67Q: 3 clusters Score -2756910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2756906.250000 Penalty: 4973.539551
	Iteration 68Q: 3 clusters Score -2756906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2756913.250000 Penalty: 4973.539551
	Iteration 69Q: 3 clusters Score -2756913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2756911.250000 Penalty: 4973.539551
	Iteration 70Q: 3 clusters Score -2756911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2756911.750000 Penalty: 4973.539551
	Iteration 71Q: 3 clusters Score -2756912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2756911.250000 Penalty: 4973.539551
	Iteration 72Q: 3 clusters Score -2756911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2756912.000000 Penalty: 4973.539551
	Iteration 73Q: 3 clusters Score -2756912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2756912.000000 Penalty: 4973.539551
	Iteration 74F: 3 clusters Score -2756912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Entering Unmasked Estep 
Score: -12853195.000000 Penalty: 2863.425293
	Iteration 0F: 2 clusters Score -1.28532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -12784150.000000 Penalty: 5726.850586
	Iteration 0F: 3 clusters Score -1.278415e+07 nChanged 48861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -12811790.000000 Penalty: 5726.850586
	Iteration 1F: 3 clusters Score -1.281179e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -12812501.000000 Penalty: 5726.850586
	Iteration 2Q: 3 clusters Score -1.28125e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -12813169.000000 Penalty: 5726.850586
	Iteration 3Q: 3 clusters Score -1.281317e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -12813940.000000 Penalty: 5726.850586
	Iteration 4Q: 3 clusters Score -1.281394e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -12814930.000000 Penalty: 5726.850586
	Iteration 5Q: 3 clusters Score -1.281493e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -12815919.000000 Penalty: 5726.850586
	Iteration 6Q: 3 clusters Score -1.281592e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -12816981.000000 Penalty: 5726.850586
	Iteration 7Q: 3 clusters Score -1.281698e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -12818110.000000 Penalty: 5726.850586
	Iteration 8Q: 3 clusters Score -1.281811e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -12819455.000000 Penalty: 5726.850586
	Iteration 9Q: 3 clusters Score -1.281946e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -12820982.000000 Penalty: 5726.850586
	Iteration 10Q: 3 clusters Score -1.282098e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -12822954.000000 Penalty: 5726.850586
	Iteration 11Q: 3 clusters Score -1.282295e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -12825786.000000 Penalty: 5726.850586
	Iteration 12Q: 3 clusters Score -1.282579e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -12828994.000000 Penalty: 5726.850586
	Iteration 13F: 3 clusters Score -1.282899e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -12832025.000000 Penalty: 5726.850586
	Iteration 14F: 3 clusters Score -1.283202e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -12833896.000000 Penalty: 5726.850586
	Iteration 15Q: 3 clusters Score -1.28339e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -12834793.000000 Penalty: 5726.850586
	Iteration 16Q: 3 clusters Score -1.283479e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -12835333.000000 Penalty: 5726.850586
	Iteration 17Q: 3 clusters Score -1.283533e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -12835707.000000 Penalty: 5726.850586
	Iteration 18Q: 3 clusters Score -1.283571e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63528 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -12836284.000000 Penalty: 5726.850586
	Iteration 19Q: 3 clusters Score -1.283628e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -12836763.000000 Penalty: 5726.850586
	Iteration 20F: 3 clusters Score -1.283676e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -12837256.000000 Penalty: 5726.850586
	Iteration 21Q: 3 clusters Score -1.283726e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -12837936.000000 Penalty: 5726.850586
	Iteration 22Q: 3 clusters Score -1.283794e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -12838642.000000 Penalty: 5726.850586
	Iteration 23Q: 3 clusters Score -1.283864e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -12839466.000000 Penalty: 5726.850586
	Iteration 24Q: 3 clusters Score -1.283947e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -12840332.000000 Penalty: 5726.850586
	Iteration 25Q: 3 clusters Score -1.284033e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -12841179.000000 Penalty: 5726.850586
	Iteration 26Q: 3 clusters Score -1.284118e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -12842059.000000 Penalty: 5726.850586
	Iteration 27Q: 3 clusters Score -1.284206e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -12842999.000000 Penalty: 5726.850586
	Iteration 28Q: 3 clusters Score -1.2843e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -12843865.000000 Penalty: 5726.850586
	Iteration 29Q: 3 clusters Score -1.284386e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -12844688.000000 Penalty: 5726.850586
	Iteration 30Q: 3 clusters Score -1.284469e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84606 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -12845431.000000 Penalty: 5726.850586
	Iteration 31Q: 3 clusters Score -1.284543e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -12846097.000000 Penalty: 5726.850586
	Iteration 32Q: 3 clusters Score -1.28461e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -12846627.000000 Penalty: 5726.850586
	Iteration 33Q: 3 clusters Score -1.284663e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -12847217.000000 Penalty: 5726.850586
	Iteration 34Q: 3 clusters Score -1.284722e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -12847670.000000 Penalty: 5726.850586
	Iteration 35Q: 3 clusters Score -1.284767e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -12848019.000000 Penalty: 5726.850586
	Iteration 36Q: 3 clusters Score -1.284802e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91905 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -12848320.000000 Penalty: 5726.850586
	Iteration 37Q: 3 clusters Score -1.284832e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -12848484.000000 Penalty: 5726.850586
	Iteration 38Q: 3 clusters Score -1.284848e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -12848767.000000 Penalty: 5726.850586
	Iteration 39Q: 3 clusters Score -1.284877e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -12849027.000000 Penalty: 5726.850586
	Iteration 40F: 3 clusters Score -1.284903e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -12849328.000000 Penalty: 5726.850586
	Iteration 41Q: 3 clusters Score -1.284933e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -12849556.000000 Penalty: 5726.850586
	Iteration 42Q: 3 clusters Score -1.284956e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -12849735.000000 Penalty: 5726.850586
	Iteration 43Q: 3 clusters Score -1.284974e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -12849865.000000 Penalty: 5726.850586
	Iteration 44Q: 3 clusters Score -1.284986e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -12849958.000000 Penalty: 5726.850586
	Iteration 45Q: 3 clusters Score -1.284996e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97436 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -12850058.000000 Penalty: 5726.850586
	Iteration 46Q: 3 clusters Score -1.285006e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -12850232.000000 Penalty: 5726.850586
	Iteration 47Q: 3 clusters Score -1.285023e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -12850284.000000 Penalty: 5726.850586
	Iteration 48Q: 3 clusters Score -1.285028e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -12850385.000000 Penalty: 5726.850586
	Iteration 49Q: 3 clusters Score -1.285038e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -12850428.000000 Penalty: 5726.850586
	Iteration 50Q: 3 clusters Score -1.285043e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98964 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -12850458.000000 Penalty: 5726.850586
	Iteration 51Q: 3 clusters Score -1.285046e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -12850527.000000 Penalty: 5726.850586
	Iteration 52Q: 3 clusters Score -1.285053e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12850596.000000 Penalty: 5726.850586
	Iteration 53Q: 3 clusters Score -1.28506e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -12850610.000000 Penalty: 5726.850586
	Iteration 54Q: 3 clusters Score -1.285061e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -12850602.000000 Penalty: 5726.850586
	Iteration 55Q: 3 clusters Score -1.28506e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99725 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12850675.000000 Penalty: 5726.850586
	Iteration 56Q: 3 clusters Score -1.285068e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -12850705.000000 Penalty: 5726.850586
	Iteration 57Q: 3 clusters Score -1.28507e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -12850745.000000 Penalty: 5726.850586
	Iteration 58Q: 3 clusters Score -1.285074e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -12850726.000000 Penalty: 5726.850586
	Iteration 59Q: 3 clusters Score -1.285073e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12850734.000000 Penalty: 5726.850586
	Iteration 60F: 3 clusters Score -1.285073e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -12850783.000000 Penalty: 5726.850586
	Iteration 61Q: 3 clusters Score -1.285078e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -12850838.000000 Penalty: 5726.850586
	Iteration 62Q: 3 clusters Score -1.285084e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -12850874.000000 Penalty: 5726.850586
	Iteration 63Q: 3 clusters Score -1.285087e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -12850862.000000 Penalty: 5726.850586
	Iteration 64Q: 3 clusters Score -1.285086e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -12850861.000000 Penalty: 5726.850586
	Iteration 65Q: 3 clusters Score -1.285086e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -12850854.000000 Penalty: 5726.850586
	Iteration 66Q: 3 clusters Score -1.285085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -12850864.000000 Penalty: 5726.850586
	Iteration 67Q: 3 clusters Score -1.285086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -12850869.000000 Penalty: 5726.850586
	Iteration 68Q: 3 clusters Score -1.285087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100749 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -12850874.000000 Penalty: 5726.850586
	Iteration 69Q: 3 clusters Score -1.285087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -12850863.000000 Penalty: 5726.850586
	Iteration 70Q: 3 clusters Score -1.285086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100816 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12850861.000000 Penalty: 5726.850586
	Iteration 71Q: 3 clusters Score -1.285086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100842 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12850875.000000 Penalty: 5726.850586
	Iteration 72Q: 3 clusters Score -1.285088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100863 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -12850863.000000 Penalty: 5726.850586
	Iteration 73Q: 3 clusters Score -1.285086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12850870.000000 Penalty: 5726.850586
	Iteration 74Q: 3 clusters Score -1.285087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -12850874.000000 Penalty: 5726.850586
	Iteration 75Q: 3 clusters Score -1.285087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12850895.000000 Penalty: 5726.850586
	Iteration 76Q: 3 clusters Score -1.28509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -12850910.000000 Penalty: 5726.850586
	Iteration 77Q: 3 clusters Score -1.285091e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101033 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -12850932.000000 Penalty: 5726.850586
	Iteration 78Q: 3 clusters Score -1.285093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -12850931.000000 Penalty: 5726.850586
	Iteration 79Q: 3 clusters Score -1.285093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12850930.000000 Penalty: 5726.850586
	Iteration 80F: 3 clusters Score -1.285093e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -12850930.000000 Penalty: 5726.850586
	Iteration 81Q: 3 clusters Score -1.285093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -12850933.000000 Penalty: 5726.850586
	Iteration 82Q: 3 clusters Score -1.285093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -12850937.000000 Penalty: 5726.850586
	Iteration 83Q: 3 clusters Score -1.285094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -12850977.000000 Penalty: 5726.850586
	Iteration 84Q: 3 clusters Score -1.285098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101194 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -12850958.000000 Penalty: 5726.850586
	Iteration 85Q: 3 clusters Score -1.285096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101207 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -12850962.000000 Penalty: 5726.850586
	Iteration 86Q: 3 clusters Score -1.285096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101222 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12850952.000000 Penalty: 5726.850586
	Iteration 87Q: 3 clusters Score -1.285095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -12850959.000000 Penalty: 5726.850586
	Iteration 88Q: 3 clusters Score -1.285096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -12850968.000000 Penalty: 5726.850586
	Iteration 89Q: 3 clusters Score -1.285097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -12850985.000000 Penalty: 5726.850586
	Iteration 90Q: 3 clusters Score -1.285098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -12851006.000000 Penalty: 5726.850586
	Iteration 91Q: 3 clusters Score -1.285101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101290 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12851017.000000 Penalty: 5726.850586
	Iteration 92Q: 3 clusters Score -1.285102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12851022.000000 Penalty: 5726.850586
	Iteration 93Q: 3 clusters Score -1.285102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12851025.000000 Penalty: 5726.850586
	Iteration 94Q: 3 clusters Score -1.285102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -12851030.000000 Penalty: 5726.850586
	Iteration 95Q: 3 clusters Score -1.285103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101362 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12851023.000000 Penalty: 5726.850586
	Iteration 96Q: 3 clusters Score -1.285102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101395 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12851058.000000 Penalty: 5726.850586
	Iteration 97Q: 3 clusters Score -1.285106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12851069.000000 Penalty: 5726.850586
	Iteration 98Q: 3 clusters Score -1.285107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -12851065.000000 Penalty: 5726.850586
	Iteration 99Q: 3 clusters Score -1.285106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12851070.000000 Penalty: 5726.850586
	Iteration 100F: 3 clusters Score -1.285107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -12851090.000000 Penalty: 5726.850586
	Iteration 101Q: 3 clusters Score -1.285109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101526 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -12851108.000000 Penalty: 5726.850586
	Iteration 102Q: 3 clusters Score -1.285111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101553 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12851108.000000 Penalty: 5726.850586
	Iteration 103Q: 3 clusters Score -1.285111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -12851099.000000 Penalty: 5726.850586
	Iteration 104Q: 3 clusters Score -1.28511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12851101.000000 Penalty: 5726.850586
	Iteration 105Q: 3 clusters Score -1.28511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -12851102.000000 Penalty: 5726.850586
	Iteration 106Q: 3 clusters Score -1.28511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -12851114.000000 Penalty: 5726.850586
	Iteration 107Q: 3 clusters Score -1.285111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12851112.000000 Penalty: 5726.850586
	Iteration 108Q: 3 clusters Score -1.285111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101619 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -12851101.000000 Penalty: 5726.850586
	Iteration 109Q: 3 clusters Score -1.28511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12851108.000000 Penalty: 5726.850586
	Iteration 110Q: 3 clusters Score -1.285111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12851114.000000 Penalty: 5726.850586
	Iteration 111Q: 3 clusters Score -1.285111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -12851116.000000 Penalty: 5726.850586
	Iteration 112Q: 3 clusters Score -1.285112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101652 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -12851104.000000 Penalty: 5726.850586
	Iteration 113Q: 3 clusters Score -1.28511e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -12851116.000000 Penalty: 5726.850586
	Iteration 114Q: 3 clusters Score -1.285112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101671 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -12851127.000000 Penalty: 5726.850586
	Iteration 115Q: 3 clusters Score -1.285113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -12851120.000000 Penalty: 5726.850586
	Iteration 116Q: 3 clusters Score -1.285112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101681 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12851136.000000 Penalty: 5726.850586
	Iteration 117Q: 3 clusters Score -1.285114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12851134.000000 Penalty: 5726.850586
	Iteration 118Q: 3 clusters Score -1.285113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101686 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12851130.000000 Penalty: 5726.850586
	Iteration 119Q: 3 clusters Score -1.285113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12851121.000000 Penalty: 5726.850586
	Iteration 120F: 3 clusters Score -1.285112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12851121.000000 Penalty: 5726.850586
	Iteration 121Q: 3 clusters Score -1.285112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -12851129.000000 Penalty: 5726.850586
	Iteration 122Q: 3 clusters Score -1.285113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12851126.000000 Penalty: 5726.850586
	Iteration 123Q: 3 clusters Score -1.285113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12851134.000000 Penalty: 5726.850586
	Iteration 124Q: 3 clusters Score -1.285113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12851143.000000 Penalty: 5726.850586
	Iteration 125Q: 3 clusters Score -1.285114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101724 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -12851125.000000 Penalty: 5726.850586
	Iteration 126Q: 3 clusters Score -1.285112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -12851122.000000 Penalty: 5726.850586
	Iteration 127Q: 3 clusters Score -1.285112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -12851128.000000 Penalty: 5726.850586
	Iteration 128Q: 3 clusters Score -1.285113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12851137.000000 Penalty: 5726.850586
	Iteration 129Q: 3 clusters Score -1.285114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12851126.000000 Penalty: 5726.850586
	Iteration 130Q: 3 clusters Score -1.285113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12851134.000000 Penalty: 5726.850586
	Iteration 131Q: 3 clusters Score -1.285113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12851136.000000 Penalty: 5726.850586
	Iteration 132Q: 3 clusters Score -1.285114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12851144.000000 Penalty: 5726.850586
	Iteration 133Q: 3 clusters Score -1.285114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101757 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -12851142.000000 Penalty: 5726.850586
	Iteration 134Q: 3 clusters Score -1.285114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12851137.000000 Penalty: 5726.850586
	Iteration 135Q: 3 clusters Score -1.285114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12851143.000000 Penalty: 5726.850586
	Iteration 136Q: 3 clusters Score -1.285114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101770 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12851148.000000 Penalty: 5726.850586
	Iteration 137Q: 3 clusters Score -1.285115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12851146.000000 Penalty: 5726.850586
	Iteration 138Q: 3 clusters Score -1.285115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101778 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12851147.000000 Penalty: 5726.850586
	Iteration 139Q: 3 clusters Score -1.285115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12851141.000000 Penalty: 5726.850586
	Iteration 140F: 3 clusters Score -1.285114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12851147.000000 Penalty: 5726.850586
	Iteration 141Q: 3 clusters Score -1.285115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12851142.000000 Penalty: 5726.850586
	Iteration 142Q: 3 clusters Score -1.285114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12851135.000000 Penalty: 5726.850586
	Iteration 143Q: 3 clusters Score -1.285114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12851135.000000 Penalty: 5726.850586
	Iteration 144Q: 3 clusters Score -1.285114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12851146.000000 Penalty: 5726.850586
	Iteration 145Q: 3 clusters Score -1.285115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12851145.000000 Penalty: 5726.850586
	Iteration 146Q: 3 clusters Score -1.285114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12851145.000000 Penalty: 5726.850586
	Iteration 147F: 3 clusters Score -1.285114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -773674.812500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -773674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -768166.625000 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -768166.6 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -769616.000000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -769616 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -769931.937500 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -769931.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -770218.250000 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -770218.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -770598.937500 Penalty: 4365.528809
	Iteration 4F: 3 clusters Score -770598.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -771058.125000 Penalty: 4365.528809
	Iteration 5F: 3 clusters Score -771058.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -771417.625000 Penalty: 4365.528809
	Iteration 6F: 3 clusters Score -771417.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -771623.250000 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -771623.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -771757.125000 Penalty: 4365.528809
	Iteration 8Q: 3 clusters Score -771757.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -771852.375000 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -771852.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -771901.125000 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -771901.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -771934.812500 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -771934.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -771959.687500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -771959.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -771980.937500 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -771980.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -772007.750000 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -772007.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -772029.000000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -772029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -772052.250000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -772052.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -772073.312500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -772073.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -772087.125000 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -772087.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -772101.500000 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -772101.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -772117.687500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -772117.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -772127.437500 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -772127.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -772136.312500 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -772136.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -772145.500000 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -772145.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -772150.750000 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -772150.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -772157.125000 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -772157.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -772158.437500 Penalty: 4365.528809
	Iteration 26Q: 3 clusters Score -772158.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -772164.875000 Penalty: 4365.528809
	Iteration 27Q: 3 clusters Score -772164.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -772172.312500 Penalty: 4365.528809
	Iteration 28Q: 3 clusters Score -772172.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -772180.000000 Penalty: 4365.528809
	Iteration 29Q: 3 clusters Score -772180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -772188.937500 Penalty: 4365.528809
	Iteration 30Q: 3 clusters Score -772188.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -772193.000000 Penalty: 4365.528809
	Iteration 31Q: 3 clusters Score -772193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -772199.625000 Penalty: 4365.528809
	Iteration 32Q: 3 clusters Score -772199.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -772207.562500 Penalty: 4365.528809
	Iteration 33Q: 3 clusters Score -772207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -772214.312500 Penalty: 4365.528809
	Iteration 34Q: 3 clusters Score -772214.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -772221.687500 Penalty: 4365.528809
	Iteration 35Q: 3 clusters Score -772221.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -772228.312500 Penalty: 4365.528809
	Iteration 36Q: 3 clusters Score -772228.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -772234.187500 Penalty: 4365.528809
	Iteration 37Q: 3 clusters Score -772234.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -772243.000000 Penalty: 4365.528809
	Iteration 38Q: 3 clusters Score -772243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -772250.250000 Penalty: 4365.528809
	Iteration 39Q: 3 clusters Score -772250.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -772259.250000 Penalty: 4365.528809
	Iteration 40F: 3 clusters Score -772259.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -772273.000000 Penalty: 4365.528809
	Iteration 41Q: 3 clusters Score -772273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -772282.687500 Penalty: 4365.528809
	Iteration 42Q: 3 clusters Score -772282.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -772294.250000 Penalty: 4365.528809
	Iteration 43Q: 3 clusters Score -772294.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -772308.125000 Penalty: 4365.528809
	Iteration 44Q: 3 clusters Score -772308.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -772325.000000 Penalty: 4365.528809
	Iteration 45Q: 3 clusters Score -772325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -772344.187500 Penalty: 4365.528809
	Iteration 46Q: 3 clusters Score -772344.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -772363.625000 Penalty: 4365.528809
	Iteration 47Q: 3 clusters Score -772363.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -772394.250000 Penalty: 4365.528809
	Iteration 48Q: 3 clusters Score -772394.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -772425.000000 Penalty: 4365.528809
	Iteration 49Q: 3 clusters Score -772425 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -772457.375000 Penalty: 4365.528809
	Iteration 50Q: 3 clusters Score -772457.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -772484.312500 Penalty: 4365.528809
	Iteration 51Q: 3 clusters Score -772484.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -772508.375000 Penalty: 4365.528809
	Iteration 52Q: 3 clusters Score -772508.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -772527.562500 Penalty: 4365.528809
	Iteration 53Q: 3 clusters Score -772527.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -772551.000000 Penalty: 4365.528809
	Iteration 54Q: 3 clusters Score -772551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -772580.250000 Penalty: 4365.528809
	Iteration 55Q: 3 clusters Score -772580.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -772605.375000 Penalty: 4365.528809
	Iteration 56Q: 3 clusters Score -772605.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -772630.812500 Penalty: 4365.528809
	Iteration 57Q: 3 clusters Score -772630.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -772654.875000 Penalty: 4365.528809
	Iteration 58Q: 3 clusters Score -772654.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -772679.250000 Penalty: 4365.528809
	Iteration 59Q: 3 clusters Score -772679.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -772711.375000 Penalty: 4365.528809
	Iteration 60F: 3 clusters Score -772711.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -772742.312500 Penalty: 4365.528809
	Iteration 61Q: 3 clusters Score -772742.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -772770.625000 Penalty: 4365.528809
	Iteration 62Q: 3 clusters Score -772770.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -772794.687500 Penalty: 4365.528809
	Iteration 63Q: 3 clusters Score -772794.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -772814.500000 Penalty: 4365.528809
	Iteration 64Q: 3 clusters Score -772814.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -772827.312500 Penalty: 4365.528809
	Iteration 65Q: 3 clusters Score -772827.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -772839.875000 Penalty: 4365.528809
	Iteration 66Q: 3 clusters Score -772839.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -772849.687500 Penalty: 4365.528809
	Iteration 67Q: 3 clusters Score -772849.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -772860.437500 Penalty: 4365.528809
	Iteration 68Q: 3 clusters Score -772860.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -772869.750000 Penalty: 4365.528809
	Iteration 69Q: 3 clusters Score -772869.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -772875.250000 Penalty: 4365.528809
	Iteration 70Q: 3 clusters Score -772875.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -772882.187500 Penalty: 4365.528809
	Iteration 71Q: 3 clusters Score -772882.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -772885.750000 Penalty: 4365.528809
	Iteration 72Q: 3 clusters Score -772885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -772889.812500 Penalty: 4365.528809
	Iteration 73Q: 3 clusters Score -772889.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -772891.875000 Penalty: 4365.528809
	Iteration 74Q: 3 clusters Score -772891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -772892.750000 Penalty: 4365.528809
	Iteration 75Q: 3 clusters Score -772892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -772893.812500 Penalty: 4365.528809
	Iteration 76Q: 3 clusters Score -772893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -772893.687500 Penalty: 4365.528809
	Iteration 77Q: 3 clusters Score -772893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -772894.937500 Penalty: 4365.528809
	Iteration 78Q: 3 clusters Score -772894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -772895.312500 Penalty: 4365.528809
	Iteration 79Q: 3 clusters Score -772895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -772896.687500 Penalty: 4365.528809
	Iteration 80F: 3 clusters Score -772896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -772898.437500 Penalty: 4365.528809
	Iteration 81Q: 3 clusters Score -772898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -772897.625000 Penalty: 4365.528809
	Iteration 82Q: 3 clusters Score -772897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -772897.437500 Penalty: 4365.528809
	Iteration 83Q: 3 clusters Score -772897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -772899.125000 Penalty: 4365.528809
	Iteration 84Q: 3 clusters Score -772899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -772899.125000 Penalty: 4365.528809
	Iteration 85F: 3 clusters Score -772899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Entering Unmasked Estep 
Score: -11180798.000000 Penalty: 2839.244873
	Iteration 0F: 2 clusters Score -1.11808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -11118102.000000 Penalty: 5678.489746
	Iteration 0F: 3 clusters Score -1.11181e+07 nChanged 44230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -11142983.000000 Penalty: 5678.489746
	Iteration 1F: 3 clusters Score -1.114298e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -11143765.000000 Penalty: 5678.489746
	Iteration 2Q: 3 clusters Score -1.114376e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -11144803.000000 Penalty: 5678.489746
	Iteration 3Q: 3 clusters Score -1.11448e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -11146269.000000 Penalty: 5678.489746
	Iteration 4Q: 3 clusters Score -1.114627e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -11148719.000000 Penalty: 5678.489746
	Iteration 5F: 3 clusters Score -1.114872e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -11152584.000000 Penalty: 5678.489746
	Iteration 6F: 3 clusters Score -1.115258e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -11158230.000000 Penalty: 5678.489746
	Iteration 7F: 3 clusters Score -1.115823e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -11165075.000000 Penalty: 5678.489746
	Iteration 8F: 3 clusters Score -1.116508e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -11171454.000000 Penalty: 5678.489746
	Iteration 9F: 3 clusters Score -1.117145e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90912 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -11175535.000000 Penalty: 5678.489746
	Iteration 10Q: 3 clusters Score -1.117554e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11177378.000000 Penalty: 5678.489746
	Iteration 11Q: 3 clusters Score -1.117738e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11177966.000000 Penalty: 5678.489746
	Iteration 12Q: 3 clusters Score -1.117797e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11178140.000000 Penalty: 5678.489746
	Iteration 13Q: 3 clusters Score -1.117814e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11178199.000000 Penalty: 5678.489746
	Iteration 14Q: 3 clusters Score -1.11782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11178247.000000 Penalty: 5678.489746
	Iteration 15Q: 3 clusters Score -1.117825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11178271.000000 Penalty: 5678.489746
	Iteration 16Q: 3 clusters Score -1.117827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93518 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11178282.000000 Penalty: 5678.489746
	Iteration 17Q: 3 clusters Score -1.117828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11178287.000000 Penalty: 5678.489746
	Iteration 18Q: 3 clusters Score -1.117829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -11178294.000000 Penalty: 5678.489746
	Iteration 19Q: 3 clusters Score -1.117829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -11178293.000000 Penalty: 5678.489746
	Iteration 20F: 3 clusters Score -1.117829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Entering Unmasked Estep 
Score: -13165082.000000 Penalty: 2869.880615
	Iteration 0F: 2 clusters Score -1.316508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -13094154.000000 Penalty: 5739.761230
	Iteration 0F: 3 clusters Score -1.309415e+07 nChanged 50271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -13123650.000000 Penalty: 5739.761230
	Iteration 1F: 3 clusters Score -1.312365e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -13125126.000000 Penalty: 5739.761230
	Iteration 2Q: 3 clusters Score -1.312513e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -13127258.000000 Penalty: 5739.761230
	Iteration 3Q: 3 clusters Score -1.312726e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -13131139.000000 Penalty: 5739.761230
	Iteration 4F: 3 clusters Score -1.313114e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -13136724.000000 Penalty: 5739.761230
	Iteration 5F: 3 clusters Score -1.313672e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -13143841.000000 Penalty: 5739.761230
	Iteration 6F: 3 clusters Score -1.314384e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -13150716.000000 Penalty: 5739.761230
	Iteration 7F: 3 clusters Score -1.315072e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -13154774.000000 Penalty: 5739.761230
	Iteration 8F: 3 clusters Score -1.315477e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -13156617.000000 Penalty: 5739.761230
	Iteration 9Q: 3 clusters Score -1.315662e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -13157519.000000 Penalty: 5739.761230
	Iteration 10Q: 3 clusters Score -1.315752e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -13158240.000000 Penalty: 5739.761230
	Iteration 11Q: 3 clusters Score -1.315824e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -13158805.000000 Penalty: 5739.761230
	Iteration 12Q: 3 clusters Score -1.31588e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -13159318.000000 Penalty: 5739.761230
	Iteration 13Q: 3 clusters Score -1.315932e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -13159702.000000 Penalty: 5739.761230
	Iteration 14Q: 3 clusters Score -1.31597e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -13160069.000000 Penalty: 5739.761230
	Iteration 15Q: 3 clusters Score -1.316007e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -13160360.000000 Penalty: 5739.761230
	Iteration 16Q: 3 clusters Score -1.316036e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -13160699.000000 Penalty: 5739.761230
	Iteration 17Q: 3 clusters Score -1.31607e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -13160967.000000 Penalty: 5739.761230
	Iteration 18Q: 3 clusters Score -1.316097e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -13161247.000000 Penalty: 5739.761230
	Iteration 19Q: 3 clusters Score -1.316125e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -13161459.000000 Penalty: 5739.761230
	Iteration 20F: 3 clusters Score -1.316146e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -13161643.000000 Penalty: 5739.761230
	Iteration 21Q: 3 clusters Score -1.316164e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -13161730.000000 Penalty: 5739.761230
	Iteration 22Q: 3 clusters Score -1.316173e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -13161901.000000 Penalty: 5739.761230
	Iteration 23Q: 3 clusters Score -1.31619e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -13162123.000000 Penalty: 5739.761230
	Iteration 24Q: 3 clusters Score -1.316212e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -13162340.000000 Penalty: 5739.761230
	Iteration 25Q: 3 clusters Score -1.316234e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -13162491.000000 Penalty: 5739.761230
	Iteration 26Q: 3 clusters Score -1.316249e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -13162611.000000 Penalty: 5739.761230
	Iteration 27Q: 3 clusters Score -1.316261e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -13162750.000000 Penalty: 5739.761230
	Iteration 28Q: 3 clusters Score -1.316275e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -13162924.000000 Penalty: 5739.761230
	Iteration 29Q: 3 clusters Score -1.316292e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -13163027.000000 Penalty: 5739.761230
	Iteration 30Q: 3 clusters Score -1.316303e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -13163147.000000 Penalty: 5739.761230
	Iteration 31Q: 3 clusters Score -1.316315e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101320 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -13163253.000000 Penalty: 5739.761230
	Iteration 32Q: 3 clusters Score -1.316325e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -13163293.000000 Penalty: 5739.761230
	Iteration 33Q: 3 clusters Score -1.316329e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -13163341.000000 Penalty: 5739.761230
	Iteration 34Q: 3 clusters Score -1.316334e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102092 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -13163402.000000 Penalty: 5739.761230
	Iteration 35Q: 3 clusters Score -1.31634e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -13163457.000000 Penalty: 5739.761230
	Iteration 36Q: 3 clusters Score -1.316346e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -13163479.000000 Penalty: 5739.761230
	Iteration 37Q: 3 clusters Score -1.316348e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -13163527.000000 Penalty: 5739.761230
	Iteration 38Q: 3 clusters Score -1.316353e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -13163535.000000 Penalty: 5739.761230
	Iteration 39Q: 3 clusters Score -1.316354e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -13163528.000000 Penalty: 5739.761230
	Iteration 40F: 3 clusters Score -1.316353e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -13163542.000000 Penalty: 5739.761230
	Iteration 41Q: 3 clusters Score -1.316354e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -13163557.000000 Penalty: 5739.761230
	Iteration 42Q: 3 clusters Score -1.316356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -13163584.000000 Penalty: 5739.761230
	Iteration 43Q: 3 clusters Score -1.316358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -13163600.000000 Penalty: 5739.761230
	Iteration 44Q: 3 clusters Score -1.31636e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -13163592.000000 Penalty: 5739.761230
	Iteration 45Q: 3 clusters Score -1.316359e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13163601.000000 Penalty: 5739.761230
	Iteration 46Q: 3 clusters Score -1.31636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13163607.000000 Penalty: 5739.761230
	Iteration 47Q: 3 clusters Score -1.316361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13163624.000000 Penalty: 5739.761230
	Iteration 48Q: 3 clusters Score -1.316362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -13163609.000000 Penalty: 5739.761230
	Iteration 49Q: 3 clusters Score -1.316361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13163613.000000 Penalty: 5739.761230
	Iteration 50Q: 3 clusters Score -1.316361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -13163598.000000 Penalty: 5739.761230
	Iteration 51Q: 3 clusters Score -1.31636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -13163618.000000 Penalty: 5739.761230
	Iteration 52Q: 3 clusters Score -1.316362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103301 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -13163627.000000 Penalty: 5739.761230
	Iteration 53Q: 3 clusters Score -1.316363e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103342 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -13163595.000000 Penalty: 5739.761230
	Iteration 54Q: 3 clusters Score -1.31636e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103387 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -13163609.000000 Penalty: 5739.761230
	Iteration 55Q: 3 clusters Score -1.316361e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -13163610.000000 Penalty: 5739.761230
	Iteration 56Q: 3 clusters Score -1.316361e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -13163619.000000 Penalty: 5739.761230
	Iteration 57Q: 3 clusters Score -1.316362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -13163630.000000 Penalty: 5739.761230
	Iteration 58Q: 3 clusters Score -1.316363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -13163646.000000 Penalty: 5739.761230
	Iteration 59Q: 3 clusters Score -1.316365e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103608 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -13163645.000000 Penalty: 5739.761230
	Iteration 60F: 3 clusters Score -1.316364e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13163666.000000 Penalty: 5739.761230
	Iteration 61Q: 3 clusters Score -1.316367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -13163672.000000 Penalty: 5739.761230
	Iteration 62Q: 3 clusters Score -1.316367e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103695 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -13163659.000000 Penalty: 5739.761230
	Iteration 63Q: 3 clusters Score -1.316366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -13163674.000000 Penalty: 5739.761230
	Iteration 64Q: 3 clusters Score -1.316367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -13163693.000000 Penalty: 5739.761230
	Iteration 65Q: 3 clusters Score -1.316369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13163697.000000 Penalty: 5739.761230
	Iteration 66Q: 3 clusters Score -1.31637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13163704.000000 Penalty: 5739.761230
	Iteration 67Q: 3 clusters Score -1.31637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -13163701.000000 Penalty: 5739.761230
	Iteration 68Q: 3 clusters Score -1.31637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -13163715.000000 Penalty: 5739.761230
	Iteration 69Q: 3 clusters Score -1.316372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -13163709.000000 Penalty: 5739.761230
	Iteration 70Q: 3 clusters Score -1.316371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13163706.000000 Penalty: 5739.761230
	Iteration 71Q: 3 clusters Score -1.316371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13163709.000000 Penalty: 5739.761230
	Iteration 72Q: 3 clusters Score -1.316371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -13163709.000000 Penalty: 5739.761230
	Iteration 73F: 3 clusters Score -1.316371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -432115.406250 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -432115.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -428467.187500 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -428467.2 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -429289.500000 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -429289.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -429485.781250 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -429485.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -429609.843750 Penalty: 4059.795654
	Iteration 3F: 3 clusters Score -429609.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -429691.343750 Penalty: 4059.795654
	Iteration 4Q: 3 clusters Score -429691.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -429754.531250 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -429754.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -429820.687500 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -429820.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -429897.531250 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -429897.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -429974.437500 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -429974.4 nChanged 100
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: -430044.406250 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -430044.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -430131.656250 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -430131.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -430212.625000 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -430212.6 nChanged 93
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: -430294.031250 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -430294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -430363.125000 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -430363.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -430421.062500 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -430421.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -430471.875000 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -430471.9 nChanged 63
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: -430508.656250 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -430508.7 nChanged 51
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: -430541.718750 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -430541.7 nChanged 55
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: -430581.281250 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -430581.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -430614.562500 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -430614.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -430642.937500 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -430642.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -430663.468750 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -430663.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -430675.593750 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -430675.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -430685.218750 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -430685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -430690.750000 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -430690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -430697.406250 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -430697.4 nChanged 13
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: -430702.375000 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -430702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -430709.843750 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -430709.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -430720.156250 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -430720.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -430731.937500 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -430731.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -430743.468750 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -430743.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -430752.187500 Penalty: 4059.795654
	Iteration 31Q: 3 clusters Score -430752.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -430761.750000 Penalty: 4059.795654
	Iteration 32Q: 3 clusters Score -430761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -430766.843750 Penalty: 4059.795654
	Iteration 33Q: 3 clusters Score -430766.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -430771.718750 Penalty: 4059.795654
	Iteration 34Q: 3 clusters Score -430771.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -430774.125000 Penalty: 4059.795654
	Iteration 35Q: 3 clusters Score -430774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -430777.218750 Penalty: 4059.795654
	Iteration 36Q: 3 clusters Score -430777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -430781.312500 Penalty: 4059.795654
	Iteration 37Q: 3 clusters Score -430781.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -430785.750000 Penalty: 4059.795654
	Iteration 38Q: 3 clusters Score -430785.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -430787.718750 Penalty: 4059.795654
	Iteration 39Q: 3 clusters Score -430787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -430790.093750 Penalty: 4059.795654
	Iteration 40F: 3 clusters Score -430790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -430795.781250 Penalty: 4059.795654
	Iteration 41Q: 3 clusters Score -430795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -430804.812500 Penalty: 4059.795654
	Iteration 42Q: 3 clusters Score -430804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -430810.531250 Penalty: 4059.795654
	Iteration 43Q: 3 clusters Score -430810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -430814.375000 Penalty: 4059.795654
	Iteration 44Q: 3 clusters Score -430814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -430817.750000 Penalty: 4059.795654
	Iteration 45Q: 3 clusters Score -430817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -430822.687500 Penalty: 4059.795654
	Iteration 46Q: 3 clusters Score -430822.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -430827.062500 Penalty: 4059.795654
	Iteration 47Q: 3 clusters Score -430827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -430830.156250 Penalty: 4059.795654
	Iteration 48Q: 3 clusters Score -430830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -430833.937500 Penalty: 4059.795654
	Iteration 49Q: 3 clusters Score -430833.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -430841.500000 Penalty: 4059.795654
	Iteration 50Q: 3 clusters Score -430841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -430843.781250 Penalty: 4059.795654
	Iteration 51Q: 3 clusters Score -430843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -430846.875000 Penalty: 4059.795654
	Iteration 52Q: 3 clusters Score -430846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -430850.531250 Penalty: 4059.795654
	Iteration 53Q: 3 clusters Score -430850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430851.875000 Penalty: 4059.795654
	Iteration 54Q: 3 clusters Score -430851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -430854.156250 Penalty: 4059.795654
	Iteration 55Q: 3 clusters Score -430854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -430856.625000 Penalty: 4059.795654
	Iteration 56Q: 3 clusters Score -430856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -430857.093750 Penalty: 4059.795654
	Iteration 57Q: 3 clusters Score -430857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -430857.656250 Penalty: 4059.795654
	Iteration 58Q: 3 clusters Score -430857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -430857.937500 Penalty: 4059.795654
	Iteration 59Q: 3 clusters Score -430857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -430857.937500 Penalty: 4059.795654
	Iteration 60F: 3 clusters Score -430857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -378107.687500 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -378107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -374751.437500 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -374751.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -375424.250000 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -375424.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -375641.406250 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -375641.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -375770.406250 Penalty: 3996.459473
	Iteration 3F: 3 clusters Score -375770.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -375854.656250 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -375854.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -375918.562500 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -375918.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -375967.000000 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -375967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -376010.656250 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -376010.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376044.968750 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -376045 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -376070.937500 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -376070.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -376091.562500 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -376091.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -376109.468750 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -376109.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -376130.593750 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -376130.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -376149.531250 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -376149.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -376168.125000 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -376168.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -376184.718750 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -376184.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -376209.343750 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -376209.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -376244.093750 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -376244.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -376304.156250 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -376304.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -376375.406250 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -376375.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -376469.687500 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -376469.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -376552.937500 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -376552.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -376632.781250 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -376632.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -376706.812500 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -376706.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -376784.468750 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -376784.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -376876.906250 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -376876.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -376989.437500 Penalty: 3996.459473
	Iteration 26Q: 3 clusters Score -376989.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -377130.187500 Penalty: 3996.459473
	Iteration 27Q: 3 clusters Score -377130.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -377198.812500 Penalty: 3996.459473
	Iteration 28Q: 3 clusters Score -377198.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -377229.531250 Penalty: 3996.459473
	Iteration 29Q: 3 clusters Score -377229.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -377244.031250 Penalty: 3996.459473
	Iteration 30Q: 3 clusters Score -377244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -377253.500000 Penalty: 3996.459473
	Iteration 31Q: 3 clusters Score -377253.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -377259.062500 Penalty: 3996.459473
	Iteration 32Q: 3 clusters Score -377259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -377261.531250 Penalty: 3996.459473
	Iteration 33Q: 3 clusters Score -377261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -377263.593750 Penalty: 3996.459473
	Iteration 34Q: 3 clusters Score -377263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -377264.593750 Penalty: 3996.459473
	Iteration 35Q: 3 clusters Score -377264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -377264.593750 Penalty: 3996.459473
	Iteration 36F: 3 clusters Score -377264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Entering Unmasked Estep 
Score: -765472.562500 Penalty: 2181.116455
	Iteration 0F: 2 clusters Score -765472.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -759989.562500 Penalty: 4362.232910
	Iteration 0F: 3 clusters Score -759989.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -761617.000000 Penalty: 4362.232910
	Iteration 1F: 3 clusters Score -761617 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -762008.687500 Penalty: 4362.232910
	Iteration 2F: 3 clusters Score -762008.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -762285.250000 Penalty: 4362.232910
	Iteration 3F: 3 clusters Score -762285.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -762546.062500 Penalty: 4362.232910
	Iteration 4F: 3 clusters Score -762546.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -762783.125000 Penalty: 4362.232910
	Iteration 5F: 3 clusters Score -762783.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -763009.687500 Penalty: 4362.232910
	Iteration 6Q: 3 clusters Score -763009.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -763199.375000 Penalty: 4362.232910
	Iteration 7Q: 3 clusters Score -763199.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -763368.750000 Penalty: 4362.232910
	Iteration 8Q: 3 clusters Score -763368.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -763518.687500 Penalty: 4362.232910
	Iteration 9Q: 3 clusters Score -763518.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -763611.312500 Penalty: 4362.232910
	Iteration 10Q: 3 clusters Score -763611.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -763684.562500 Penalty: 4362.232910
	Iteration 11Q: 3 clusters Score -763684.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -763737.625000 Penalty: 4362.232910
	Iteration 12Q: 3 clusters Score -763737.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -763774.875000 Penalty: 4362.232910
	Iteration 13Q: 3 clusters Score -763774.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -763820.437500 Penalty: 4362.232910
	Iteration 14Q: 3 clusters Score -763820.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -763849.312500 Penalty: 4362.232910
	Iteration 15Q: 3 clusters Score -763849.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -763878.312500 Penalty: 4362.232910
	Iteration 16Q: 3 clusters Score -763878.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -763897.375000 Penalty: 4362.232910
	Iteration 17Q: 3 clusters Score -763897.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -763918.375000 Penalty: 4362.232910
	Iteration 18Q: 3 clusters Score -763918.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -763942.062500 Penalty: 4362.232910
	Iteration 19Q: 3 clusters Score -763942.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -763957.375000 Penalty: 4362.232910
	Iteration 20F: 3 clusters Score -763957.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -763968.250000 Penalty: 4362.232910
	Iteration 21Q: 3 clusters Score -763968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -763977.312500 Penalty: 4362.232910
	Iteration 22Q: 3 clusters Score -763977.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -763989.000000 Penalty: 4362.232910
	Iteration 23Q: 3 clusters Score -763989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -764000.375000 Penalty: 4362.232910
	Iteration 24Q: 3 clusters Score -764000.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -764009.750000 Penalty: 4362.232910
	Iteration 25Q: 3 clusters Score -764009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -764023.812500 Penalty: 4362.232910
	Iteration 26Q: 3 clusters Score -764023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -764026.437500 Penalty: 4362.232910
	Iteration 27Q: 3 clusters Score -764026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -764030.125000 Penalty: 4362.232910
	Iteration 28Q: 3 clusters Score -764030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -764034.500000 Penalty: 4362.232910
	Iteration 29Q: 3 clusters Score -764034.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -764041.687500 Penalty: 4362.232910
	Iteration 30Q: 3 clusters Score -764041.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -764049.312500 Penalty: 4362.232910
	Iteration 31Q: 3 clusters Score -764049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -764054.125000 Penalty: 4362.232910
	Iteration 32Q: 3 clusters Score -764054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -764057.250000 Penalty: 4362.232910
	Iteration 33Q: 3 clusters Score -764057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -764064.437500 Penalty: 4362.232910
	Iteration 34Q: 3 clusters Score -764064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -764068.500000 Penalty: 4362.232910
	Iteration 35Q: 3 clusters Score -764068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -764071.875000 Penalty: 4362.232910
	Iteration 36Q: 3 clusters Score -764071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -764073.562500 Penalty: 4362.232910
	Iteration 37Q: 3 clusters Score -764073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -764072.875000 Penalty: 4362.232910
	Iteration 38Q: 3 clusters Score -764072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -764078.125000 Penalty: 4362.232910
	Iteration 39Q: 3 clusters Score -764078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -764078.687500 Penalty: 4362.232910
	Iteration 40F: 3 clusters Score -764078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162110 members 
Entering Unmasked Estep 
Score: -20151858.000000 Penalty: 2975.015625
	Iteration 0F: 2 clusters Score -2.015186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -20044566.000000 Penalty: 5950.031250
	Iteration 0F: 3 clusters Score -2.004457e+07 nChanged 77859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -20091224.000000 Penalty: 5950.031250
	Iteration 1F: 3 clusters Score -2.009122e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -20094218.000000 Penalty: 5950.031250
	Iteration 2Q: 3 clusters Score -2.009422e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101123 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -20100030.000000 Penalty: 5950.031250
	Iteration 3F: 3 clusters Score -2.010003e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -20109976.000000 Penalty: 5950.031250
	Iteration 4F: 3 clusters Score -2.010998e+07 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124227 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -20123016.000000 Penalty: 5950.031250
	Iteration 5F: 3 clusters Score -2.012302e+07 nChanged 12256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134813 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -20134714.000000 Penalty: 5950.031250
	Iteration 6F: 3 clusters Score -2.013471e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -20142470.000000 Penalty: 5950.031250
	Iteration 7F: 3 clusters Score -2.014247e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145449 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -20146210.000000 Penalty: 5950.031250
	Iteration 8Q: 3 clusters Score -2.014621e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147662 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -20147792.000000 Penalty: 5950.031250
	Iteration 9Q: 3 clusters Score -2.014779e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -20148624.000000 Penalty: 5950.031250
	Iteration 10Q: 3 clusters Score -2.014862e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -20149084.000000 Penalty: 5950.031250
	Iteration 11Q: 3 clusters Score -2.014908e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -20149336.000000 Penalty: 5950.031250
	Iteration 12Q: 3 clusters Score -2.014934e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -20149596.000000 Penalty: 5950.031250
	Iteration 13Q: 3 clusters Score -2.01496e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -20149694.000000 Penalty: 5950.031250
	Iteration 14Q: 3 clusters Score -2.014969e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -20149840.000000 Penalty: 5950.031250
	Iteration 15Q: 3 clusters Score -2.014984e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -20149894.000000 Penalty: 5950.031250
	Iteration 16Q: 3 clusters Score -2.014989e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155452 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -20149988.000000 Penalty: 5950.031250
	Iteration 17Q: 3 clusters Score -2.014999e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155883 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -20150008.000000 Penalty: 5950.031250
	Iteration 18Q: 3 clusters Score -2.015001e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -20150090.000000 Penalty: 5950.031250
	Iteration 19Q: 3 clusters Score -2.015009e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156581 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -20150124.000000 Penalty: 5950.031250
	Iteration 20F: 3 clusters Score -2.015012e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -20150126.000000 Penalty: 5950.031250
	Iteration 21Q: 3 clusters Score -2.015013e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -20150202.000000 Penalty: 5950.031250
	Iteration 22Q: 3 clusters Score -2.01502e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -20150210.000000 Penalty: 5950.031250
	Iteration 23Q: 3 clusters Score -2.015021e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157559 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -20150240.000000 Penalty: 5950.031250
	Iteration 24Q: 3 clusters Score -2.015024e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -20150274.000000 Penalty: 5950.031250
	Iteration 25Q: 3 clusters Score -2.015027e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157874 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -20150276.000000 Penalty: 5950.031250
	Iteration 26Q: 3 clusters Score -2.015028e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -20150294.000000 Penalty: 5950.031250
	Iteration 27Q: 3 clusters Score -2.015029e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158089 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -20150318.000000 Penalty: 5950.031250
	Iteration 28Q: 3 clusters Score -2.015032e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20150346.000000 Penalty: 5950.031250
	Iteration 29Q: 3 clusters Score -2.015035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -20150314.000000 Penalty: 5950.031250
	Iteration 30Q: 3 clusters Score -2.015031e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -20150310.000000 Penalty: 5950.031250
	Iteration 31Q: 3 clusters Score -2.015031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158391 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -20150316.000000 Penalty: 5950.031250
	Iteration 32Q: 3 clusters Score -2.015032e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -20150324.000000 Penalty: 5950.031250
	Iteration 33Q: 3 clusters Score -2.015032e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158535 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -20150324.000000 Penalty: 5950.031250
	Iteration 34Q: 3 clusters Score -2.015032e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -20150356.000000 Penalty: 5950.031250
	Iteration 35Q: 3 clusters Score -2.015036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20150332.000000 Penalty: 5950.031250
	Iteration 36Q: 3 clusters Score -2.015033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20150346.000000 Penalty: 5950.031250
	Iteration 37Q: 3 clusters Score -2.015035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158744 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -20150364.000000 Penalty: 5950.031250
	Iteration 38Q: 3 clusters Score -2.015036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20150358.000000 Penalty: 5950.031250
	Iteration 39Q: 3 clusters Score -2.015036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158796 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20150346.000000 Penalty: 5950.031250
	Iteration 40F: 3 clusters Score -2.015035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158814 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20150348.000000 Penalty: 5950.031250
	Iteration 41Q: 3 clusters Score -2.015035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -20150352.000000 Penalty: 5950.031250
	Iteration 42Q: 3 clusters Score -2.015035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158855 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -20150380.000000 Penalty: 5950.031250
	Iteration 43Q: 3 clusters Score -2.015038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -20150376.000000 Penalty: 5950.031250
	Iteration 44Q: 3 clusters Score -2.015038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -20150354.000000 Penalty: 5950.031250
	Iteration 45Q: 3 clusters Score -2.015035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -20150364.000000 Penalty: 5950.031250
	Iteration 46Q: 3 clusters Score -2.015036e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -20150376.000000 Penalty: 5950.031250
	Iteration 47Q: 3 clusters Score -2.015038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158968 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -20150396.000000 Penalty: 5950.031250
	Iteration 48Q: 3 clusters Score -2.01504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158983 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -20150392.000000 Penalty: 5950.031250
	Iteration 49Q: 3 clusters Score -2.015039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -20150396.000000 Penalty: 5950.031250
	Iteration 50Q: 3 clusters Score -2.01504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -20150396.000000 Penalty: 5950.031250
	Iteration 51Q: 3 clusters Score -2.01504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159012 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -20150406.000000 Penalty: 5950.031250
	Iteration 52Q: 3 clusters Score -2.015041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -20150402.000000 Penalty: 5950.031250
	Iteration 53Q: 3 clusters Score -2.01504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159027 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -20150418.000000 Penalty: 5950.031250
	Iteration 54Q: 3 clusters Score -2.015042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159033 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -20150402.000000 Penalty: 5950.031250
	Iteration 55Q: 3 clusters Score -2.01504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20150406.000000 Penalty: 5950.031250
	Iteration 56Q: 3 clusters Score -2.015041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20150410.000000 Penalty: 5950.031250
	Iteration 57Q: 3 clusters Score -2.015041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159057 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -20150434.000000 Penalty: 5950.031250
	Iteration 58Q: 3 clusters Score -2.015043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159068 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -20150442.000000 Penalty: 5950.031250
	Iteration 59Q: 3 clusters Score -2.015044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159075 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -20150428.000000 Penalty: 5950.031250
	Iteration 60F: 3 clusters Score -2.015043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159082 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -20150438.000000 Penalty: 5950.031250
	Iteration 61Q: 3 clusters Score -2.015044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159089 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -20150432.000000 Penalty: 5950.031250
	Iteration 62Q: 3 clusters Score -2.015043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -20150444.000000 Penalty: 5950.031250
	Iteration 63Q: 3 clusters Score -2.015044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159112 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -20150438.000000 Penalty: 5950.031250
	Iteration 64Q: 3 clusters Score -2.015044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159122 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -20150460.000000 Penalty: 5950.031250
	Iteration 65Q: 3 clusters Score -2.015046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159131 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -20150440.000000 Penalty: 5950.031250
	Iteration 66Q: 3 clusters Score -2.015044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -20150462.000000 Penalty: 5950.031250
	Iteration 67Q: 3 clusters Score -2.015046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20150472.000000 Penalty: 5950.031250
	Iteration 68Q: 3 clusters Score -2.015047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159145 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -20150460.000000 Penalty: 5950.031250
	Iteration 69Q: 3 clusters Score -2.015046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -20150464.000000 Penalty: 5950.031250
	Iteration 70Q: 3 clusters Score -2.015046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -20150472.000000 Penalty: 5950.031250
	Iteration 71Q: 3 clusters Score -2.015047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20150478.000000 Penalty: 5950.031250
	Iteration 72Q: 3 clusters Score -2.015048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -20150470.000000 Penalty: 5950.031250
	Iteration 73Q: 3 clusters Score -2.015047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -20150466.000000 Penalty: 5950.031250
	Iteration 74Q: 3 clusters Score -2.015047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -20150464.000000 Penalty: 5950.031250
	Iteration 75Q: 3 clusters Score -2.015046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20150466.000000 Penalty: 5950.031250
	Iteration 76Q: 3 clusters Score -2.015047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159173 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -20150470.000000 Penalty: 5950.031250
	Iteration 77Q: 3 clusters Score -2.015047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159174 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -20150478.000000 Penalty: 5950.031250
	Iteration 78Q: 3 clusters Score -2.015048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159177 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -20150472.000000 Penalty: 5950.031250
	Iteration 79Q: 3 clusters Score -2.015047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -20150480.000000 Penalty: 5950.031250
	Iteration 80F: 3 clusters Score -2.015048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187630 members 
Entering Unmasked Estep 
Score: -23021012.000000 Penalty: 3011.272461
	Iteration 0F: 2 clusters Score -2.302101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -22897826.000000 Penalty: 6022.544922
	Iteration 0F: 3 clusters Score -2.289783e+07 nChanged 89817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -22949534.000000 Penalty: 6022.544922
	Iteration 1F: 3 clusters Score -2.294953e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -22950242.000000 Penalty: 6022.544922
	Iteration 2Q: 3 clusters Score -2.295024e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -22950762.000000 Penalty: 6022.544922
	Iteration 3Q: 3 clusters Score -2.295076e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -22951772.000000 Penalty: 6022.544922
	Iteration 4Q: 3 clusters Score -2.295177e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -22953512.000000 Penalty: 6022.544922
	Iteration 5Q: 3 clusters Score -2.295351e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -22956784.000000 Penalty: 6022.544922
	Iteration 6Q: 3 clusters Score -2.295678e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126251 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -22963214.000000 Penalty: 6022.544922
	Iteration 7F: 3 clusters Score -2.296321e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141520 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -22975116.000000 Penalty: 6022.544922
	Iteration 8F: 3 clusters Score -2.297512e+07 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159414 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -22991814.000000 Penalty: 6022.544922
	Iteration 9F: 3 clusters Score -2.299181e+07 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -23006786.000000 Penalty: 6022.544922
	Iteration 10F: 3 clusters Score -2.300679e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -23014554.000000 Penalty: 6022.544922
	Iteration 11Q: 3 clusters Score -2.301455e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23017280.000000 Penalty: 6022.544922
	Iteration 12Q: 3 clusters Score -2.301728e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23017918.000000 Penalty: 6022.544922
	Iteration 13Q: 3 clusters Score -2.301792e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23018146.000000 Penalty: 6022.544922
	Iteration 14Q: 3 clusters Score -2.301815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -23018234.000000 Penalty: 6022.544922
	Iteration 15Q: 3 clusters Score -2.301823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187428 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23018266.000000 Penalty: 6022.544922
	Iteration 16Q: 3 clusters Score -2.301827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23018310.000000 Penalty: 6022.544922
	Iteration 17Q: 3 clusters Score -2.301831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187440 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23018322.000000 Penalty: 6022.544922
	Iteration 18Q: 3 clusters Score -2.301832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187444 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23018336.000000 Penalty: 6022.544922
	Iteration 19Q: 3 clusters Score -2.301834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187447 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23018330.000000 Penalty: 6022.544922
	Iteration 20F: 3 clusters Score -2.301833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187447 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23018342.000000 Penalty: 6022.544922
	Iteration 21Q: 3 clusters Score -2.301834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187448 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23018340.000000 Penalty: 6022.544922
	Iteration 22Q: 3 clusters Score -2.301834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187449 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23018342.000000 Penalty: 6022.544922
	Iteration 23Q: 3 clusters Score -2.301834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23018338.000000 Penalty: 6022.544922
	Iteration 24Q: 3 clusters Score -2.301834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187449 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23018356.000000 Penalty: 6022.544922
	Iteration 25Q: 3 clusters Score -2.301836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23018356.000000 Penalty: 6022.544922
	Iteration 26Q: 3 clusters Score -2.301836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187451 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23018360.000000 Penalty: 6022.544922
	Iteration 27Q: 3 clusters Score -2.301836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187453 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23018370.000000 Penalty: 6022.544922
	Iteration 28Q: 3 clusters Score -2.301837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23018388.000000 Penalty: 6022.544922
	Iteration 29Q: 3 clusters Score -2.301839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23018388.000000 Penalty: 6022.544922
	Iteration 30F: 3 clusters Score -2.301839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -855810.750000 Penalty: 2187.166992
	Iteration 0F: 2 clusters Score -855810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -850211.750000 Penalty: 4374.333984
	Iteration 0F: 3 clusters Score -850211.8 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -851640.937500 Penalty: 4374.333984
	Iteration 1F: 3 clusters Score -851640.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -851840.937500 Penalty: 4374.333984
	Iteration 2F: 3 clusters Score -851840.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -851978.937500 Penalty: 4374.333984
	Iteration 3Q: 3 clusters Score -851978.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -852077.187500 Penalty: 4374.333984
	Iteration 4Q: 3 clusters Score -852077.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -852158.937500 Penalty: 4374.333984
	Iteration 5Q: 3 clusters Score -852158.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -852208.000000 Penalty: 4374.333984
	Iteration 6Q: 3 clusters Score -852208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -852242.187500 Penalty: 4374.333984
	Iteration 7Q: 3 clusters Score -852242.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -852260.250000 Penalty: 4374.333984
	Iteration 8Q: 3 clusters Score -852260.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -852279.187500 Penalty: 4374.333984
	Iteration 9Q: 3 clusters Score -852279.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -852293.062500 Penalty: 4374.333984
	Iteration 10Q: 3 clusters Score -852293.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -852307.375000 Penalty: 4374.333984
	Iteration 11Q: 3 clusters Score -852307.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -852318.562500 Penalty: 4374.333984
	Iteration 12Q: 3 clusters Score -852318.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -852330.687500 Penalty: 4374.333984
	Iteration 13Q: 3 clusters Score -852330.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -852342.750000 Penalty: 4374.333984
	Iteration 14Q: 3 clusters Score -852342.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -852356.375000 Penalty: 4374.333984
	Iteration 15Q: 3 clusters Score -852356.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -852371.875000 Penalty: 4374.333984
	Iteration 16Q: 3 clusters Score -852371.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -852383.812500 Penalty: 4374.333984
	Iteration 17Q: 3 clusters Score -852383.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -852396.562500 Penalty: 4374.333984
	Iteration 18Q: 3 clusters Score -852396.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -852407.375000 Penalty: 4374.333984
	Iteration 19Q: 3 clusters Score -852407.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -852419.250000 Penalty: 4374.333984
	Iteration 20F: 3 clusters Score -852419.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -852432.625000 Penalty: 4374.333984
	Iteration 21Q: 3 clusters Score -852432.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -852442.062500 Penalty: 4374.333984
	Iteration 22Q: 3 clusters Score -852442.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -852448.750000 Penalty: 4374.333984
	Iteration 23Q: 3 clusters Score -852448.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -852448.875000 Penalty: 4374.333984
	Iteration 24Q: 3 clusters Score -852448.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -852453.750000 Penalty: 4374.333984
	Iteration 25Q: 3 clusters Score -852453.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -852461.750000 Penalty: 4374.333984
	Iteration 26Q: 3 clusters Score -852461.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -852465.062500 Penalty: 4374.333984
	Iteration 27Q: 3 clusters Score -852465.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -852468.562500 Penalty: 4374.333984
	Iteration 28Q: 3 clusters Score -852468.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -852474.000000 Penalty: 4374.333984
	Iteration 29Q: 3 clusters Score -852474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -852479.312500 Penalty: 4374.333984
	Iteration 30Q: 3 clusters Score -852479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -852480.375000 Penalty: 4374.333984
	Iteration 31Q: 3 clusters Score -852480.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -852485.625000 Penalty: 4374.333984
	Iteration 32Q: 3 clusters Score -852485.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -852488.812500 Penalty: 4374.333984
	Iteration 33Q: 3 clusters Score -852488.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -852490.562500 Penalty: 4374.333984
	Iteration 34Q: 3 clusters Score -852490.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -852499.187500 Penalty: 4374.333984
	Iteration 35Q: 3 clusters Score -852499.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -852502.437500 Penalty: 4374.333984
	Iteration 36Q: 3 clusters Score -852502.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -852510.125000 Penalty: 4374.333984
	Iteration 37Q: 3 clusters Score -852510.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -852515.875000 Penalty: 4374.333984
	Iteration 38Q: 3 clusters Score -852515.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -852523.312500 Penalty: 4374.333984
	Iteration 39Q: 3 clusters Score -852523.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -852528.687500 Penalty: 4374.333984
	Iteration 40F: 3 clusters Score -852528.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -852532.062500 Penalty: 4374.333984
	Iteration 41Q: 3 clusters Score -852532.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -852542.062500 Penalty: 4374.333984
	Iteration 42Q: 3 clusters Score -852542.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -852550.375000 Penalty: 4374.333984
	Iteration 43Q: 3 clusters Score -852550.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -852559.312500 Penalty: 4374.333984
	Iteration 44Q: 3 clusters Score -852559.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -852567.125000 Penalty: 4374.333984
	Iteration 45Q: 3 clusters Score -852567.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -852574.437500 Penalty: 4374.333984
	Iteration 46Q: 3 clusters Score -852574.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -852584.187500 Penalty: 4374.333984
	Iteration 47Q: 3 clusters Score -852584.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -852592.875000 Penalty: 4374.333984
	Iteration 48Q: 3 clusters Score -852592.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -852604.937500 Penalty: 4374.333984
	Iteration 49Q: 3 clusters Score -852604.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -852616.125000 Penalty: 4374.333984
	Iteration 50Q: 3 clusters Score -852616.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -852623.562500 Penalty: 4374.333984
	Iteration 51Q: 3 clusters Score -852623.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -852635.500000 Penalty: 4374.333984
	Iteration 52Q: 3 clusters Score -852635.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -852643.625000 Penalty: 4374.333984
	Iteration 53Q: 3 clusters Score -852643.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -852656.437500 Penalty: 4374.333984
	Iteration 54Q: 3 clusters Score -852656.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -852672.937500 Penalty: 4374.333984
	Iteration 55Q: 3 clusters Score -852672.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -852697.312500 Penalty: 4374.333984
	Iteration 56Q: 3 clusters Score -852697.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -852718.625000 Penalty: 4374.333984
	Iteration 57Q: 3 clusters Score -852718.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -852752.937500 Penalty: 4374.333984
	Iteration 58Q: 3 clusters Score -852752.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -852793.562500 Penalty: 4374.333984
	Iteration 59Q: 3 clusters Score -852793.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -852832.875000 Penalty: 4374.333984
	Iteration 60F: 3 clusters Score -852832.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -852875.125000 Penalty: 4374.333984
	Iteration 61Q: 3 clusters Score -852875.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -852919.375000 Penalty: 4374.333984
	Iteration 62Q: 3 clusters Score -852919.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -852977.687500 Penalty: 4374.333984
	Iteration 63Q: 3 clusters Score -852977.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -853051.625000 Penalty: 4374.333984
	Iteration 64Q: 3 clusters Score -853051.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -853126.250000 Penalty: 4374.333984
	Iteration 65Q: 3 clusters Score -853126.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -853202.937500 Penalty: 4374.333984
	Iteration 66Q: 3 clusters Score -853202.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -853269.562500 Penalty: 4374.333984
	Iteration 67Q: 3 clusters Score -853269.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -853326.062500 Penalty: 4374.333984
	Iteration 68Q: 3 clusters Score -853326.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -853400.937500 Penalty: 4374.333984
	Iteration 69Q: 3 clusters Score -853400.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -853460.000000 Penalty: 4374.333984
	Iteration 70Q: 3 clusters Score -853460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -853516.937500 Penalty: 4374.333984
	Iteration 71Q: 3 clusters Score -853516.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -853576.062500 Penalty: 4374.333984
	Iteration 72Q: 3 clusters Score -853576.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -853619.937500 Penalty: 4374.333984
	Iteration 73Q: 3 clusters Score -853619.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -853666.937500 Penalty: 4374.333984
	Iteration 74Q: 3 clusters Score -853666.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -853705.875000 Penalty: 4374.333984
	Iteration 75Q: 3 clusters Score -853705.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -853728.750000 Penalty: 4374.333984
	Iteration 76Q: 3 clusters Score -853728.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -853747.125000 Penalty: 4374.333984
	Iteration 77Q: 3 clusters Score -853747.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -853762.875000 Penalty: 4374.333984
	Iteration 78Q: 3 clusters Score -853762.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -853771.750000 Penalty: 4374.333984
	Iteration 79Q: 3 clusters Score -853771.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -853785.937500 Penalty: 4374.333984
	Iteration 80F: 3 clusters Score -853785.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -853802.437500 Penalty: 4374.333984
	Iteration 81Q: 3 clusters Score -853802.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -853819.312500 Penalty: 4374.333984
	Iteration 82Q: 3 clusters Score -853819.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -853835.562500 Penalty: 4374.333984
	Iteration 83Q: 3 clusters Score -853835.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -853848.750000 Penalty: 4374.333984
	Iteration 84Q: 3 clusters Score -853848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -853857.625000 Penalty: 4374.333984
	Iteration 85Q: 3 clusters Score -853857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -853864.562500 Penalty: 4374.333984
	Iteration 86Q: 3 clusters Score -853864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -853870.687500 Penalty: 4374.333984
	Iteration 87Q: 3 clusters Score -853870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -853874.625000 Penalty: 4374.333984
	Iteration 88Q: 3 clusters Score -853874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -853875.750000 Penalty: 4374.333984
	Iteration 89Q: 3 clusters Score -853875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -853875.750000 Penalty: 4374.333984
	Iteration 90Q: 3 clusters Score -853875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -853876.000000 Penalty: 4374.333984
	Iteration 91Q: 3 clusters Score -853876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -853876.750000 Penalty: 4374.333984
	Iteration 92Q: 3 clusters Score -853876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -853878.562500 Penalty: 4374.333984
	Iteration 93Q: 3 clusters Score -853878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -853879.000000 Penalty: 4374.333984
	Iteration 94Q: 3 clusters Score -853879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -853882.187500 Penalty: 4374.333984
	Iteration 95Q: 3 clusters Score -853882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -853883.750000 Penalty: 4374.333984
	Iteration 96Q: 3 clusters Score -853883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -853883.875000 Penalty: 4374.333984
	Iteration 97Q: 3 clusters Score -853883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -853889.062500 Penalty: 4374.333984
	Iteration 98Q: 3 clusters Score -853889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -853894.125000 Penalty: 4374.333984
	Iteration 99Q: 3 clusters Score -853894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -853896.437500 Penalty: 4374.333984
	Iteration 100F: 3 clusters Score -853896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -853900.125000 Penalty: 4374.333984
	Iteration 101Q: 3 clusters Score -853900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -853904.562500 Penalty: 4374.333984
	Iteration 102Q: 3 clusters Score -853904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -853908.500000 Penalty: 4374.333984
	Iteration 103Q: 3 clusters Score -853908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -853908.500000 Penalty: 4374.333984
	Iteration 104F: 3 clusters Score -853908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Entering Unmasked Estep 
Score: -7255608.500000 Penalty: 2721.906738
	Iteration 0F: 2 clusters Score -7255608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7216194.000000 Penalty: 5443.813477
	Iteration 0F: 3 clusters Score -7216194 nChanged 27157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -7231271.500000 Penalty: 5443.813477
	Iteration 1F: 3 clusters Score -7231272 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -7231739.500000 Penalty: 5443.813477
	Iteration 2Q: 3 clusters Score -7231740 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -7232176.000000 Penalty: 5443.813477
	Iteration 3Q: 3 clusters Score -7232176 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -7232683.500000 Penalty: 5443.813477
	Iteration 4Q: 3 clusters Score -7232684 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -7233193.000000 Penalty: 5443.813477
	Iteration 5Q: 3 clusters Score -7233193 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -7233915.500000 Penalty: 5443.813477
	Iteration 6Q: 3 clusters Score -7233916 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -7234971.500000 Penalty: 5443.813477
	Iteration 7Q: 3 clusters Score -7234972 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7236684.000000 Penalty: 5443.813477
	Iteration 8F: 3 clusters Score -7236684 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -7239215.500000 Penalty: 5443.813477
	Iteration 9F: 3 clusters Score -7239216 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -7242668.000000 Penalty: 5443.813477
	Iteration 10F: 3 clusters Score -7242668 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -7246427.500000 Penalty: 5443.813477
	Iteration 11F: 3 clusters Score -7246428 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -7249497.500000 Penalty: 5443.813477
	Iteration 12F: 3 clusters Score -7249498 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7251488.000000 Penalty: 5443.813477
	Iteration 13Q: 3 clusters Score -7251488 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -7252378.500000 Penalty: 5443.813477
	Iteration 14Q: 3 clusters Score -7252378 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7252778.000000 Penalty: 5443.813477
	Iteration 15Q: 3 clusters Score -7252778 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7252977.500000 Penalty: 5443.813477
	Iteration 16Q: 3 clusters Score -7252978 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7253085.000000 Penalty: 5443.813477
	Iteration 17Q: 3 clusters Score -7253085 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -7253164.000000 Penalty: 5443.813477
	Iteration 18Q: 3 clusters Score -7253164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7253231.500000 Penalty: 5443.813477
	Iteration 19Q: 3 clusters Score -7253232 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7253274.000000 Penalty: 5443.813477
	Iteration 20F: 3 clusters Score -7253274 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7253308.500000 Penalty: 5443.813477
	Iteration 21Q: 3 clusters Score -7253308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7253349.500000 Penalty: 5443.813477
	Iteration 22Q: 3 clusters Score -7253350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7253371.500000 Penalty: 5443.813477
	Iteration 23Q: 3 clusters Score -7253372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7253383.500000 Penalty: 5443.813477
	Iteration 24Q: 3 clusters Score -7253384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7253395.500000 Penalty: 5443.813477
	Iteration 25Q: 3 clusters Score -7253396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7253404.500000 Penalty: 5443.813477
	Iteration 26Q: 3 clusters Score -7253404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7253414.500000 Penalty: 5443.813477
	Iteration 27Q: 3 clusters Score -7253414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -7253419.500000 Penalty: 5443.813477
	Iteration 28Q: 3 clusters Score -7253420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7253443.500000 Penalty: 5443.813477
	Iteration 29Q: 3 clusters Score -7253444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7253431.000000 Penalty: 5443.813477
	Iteration 30Q: 3 clusters Score -7253431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7253430.500000 Penalty: 5443.813477
	Iteration 31Q: 3 clusters Score -7253430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7253438.500000 Penalty: 5443.813477
	Iteration 32Q: 3 clusters Score -7253438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7253446.000000 Penalty: 5443.813477
	Iteration 33Q: 3 clusters Score -7253446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7253456.500000 Penalty: 5443.813477
	Iteration 34Q: 3 clusters Score -7253456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7253458.500000 Penalty: 5443.813477
	Iteration 35Q: 3 clusters Score -7253458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7253459.500000 Penalty: 5443.813477
	Iteration 36Q: 3 clusters Score -7253460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7253463.500000 Penalty: 5443.813477
	Iteration 37Q: 3 clusters Score -7253464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7253453.500000 Penalty: 5443.813477
	Iteration 38Q: 3 clusters Score -7253454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7253469.500000 Penalty: 5443.813477
	Iteration 39Q: 3 clusters Score -7253470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7253476.000000 Penalty: 5443.813477
	Iteration 40F: 3 clusters Score -7253476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7253475.500000 Penalty: 5443.813477
	Iteration 41Q: 3 clusters Score -7253476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7253472.500000 Penalty: 5443.813477
	Iteration 42Q: 3 clusters Score -7253472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7253487.000000 Penalty: 5443.813477
	Iteration 43Q: 3 clusters Score -7253487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7253487.500000 Penalty: 5443.813477
	Iteration 44Q: 3 clusters Score -7253488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7253491.000000 Penalty: 5443.813477
	Iteration 45Q: 3 clusters Score -7253491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7253488.000000 Penalty: 5443.813477
	Iteration 46Q: 3 clusters Score -7253488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7253492.000000 Penalty: 5443.813477
	Iteration 47Q: 3 clusters Score -7253492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7253498.500000 Penalty: 5443.813477
	Iteration 48Q: 3 clusters Score -7253498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7253489.500000 Penalty: 5443.813477
	Iteration 49Q: 3 clusters Score -7253490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7253494.000000 Penalty: 5443.813477
	Iteration 50Q: 3 clusters Score -7253494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7253491.000000 Penalty: 5443.813477
	Iteration 51Q: 3 clusters Score -7253491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7253493.000000 Penalty: 5443.813477
	Iteration 52Q: 3 clusters Score -7253493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7253492.000000 Penalty: 5443.813477
	Iteration 53Q: 3 clusters Score -7253492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7253484.500000 Penalty: 5443.813477
	Iteration 54Q: 3 clusters Score -7253484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7253481.000000 Penalty: 5443.813477
	Iteration 55Q: 3 clusters Score -7253481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7253487.500000 Penalty: 5443.813477
	Iteration 56Q: 3 clusters Score -7253488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7253481.500000 Penalty: 5443.813477
	Iteration 57Q: 3 clusters Score -7253482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7253486.500000 Penalty: 5443.813477
	Iteration 58Q: 3 clusters Score -7253486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7253480.500000 Penalty: 5443.813477
	Iteration 59Q: 3 clusters Score -7253480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7253486.000000 Penalty: 5443.813477
	Iteration 60F: 3 clusters Score -7253486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7253488.500000 Penalty: 5443.813477
	Iteration 61Q: 3 clusters Score -7253488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7253490.500000 Penalty: 5443.813477
	Iteration 62Q: 3 clusters Score -7253490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7253488.500000 Penalty: 5443.813477
	Iteration 63Q: 3 clusters Score -7253488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7253497.500000 Penalty: 5443.813477
	Iteration 64Q: 3 clusters Score -7253498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7253498.000000 Penalty: 5443.813477
	Iteration 65Q: 3 clusters Score -7253498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7253508.000000 Penalty: 5443.813477
	Iteration 66Q: 3 clusters Score -7253508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7253504.500000 Penalty: 5443.813477
	Iteration 67Q: 3 clusters Score -7253504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7253508.000000 Penalty: 5443.813477
	Iteration 68Q: 3 clusters Score -7253508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7253505.000000 Penalty: 5443.813477
	Iteration 69Q: 3 clusters Score -7253505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7253505.500000 Penalty: 5443.813477
	Iteration 70Q: 3 clusters Score -7253506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7253508.500000 Penalty: 5443.813477
	Iteration 71Q: 3 clusters Score -7253508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7253508.500000 Penalty: 5443.813477
	Iteration 72F: 3 clusters Score -7253508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Entering Unmasked Estep 
Score: -20494086.000000 Penalty: 2982.270020
	Iteration 0F: 2 clusters Score -2.049409e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -20383956.000000 Penalty: 5964.540039
	Iteration 0F: 3 clusters Score -2.038396e+07 nChanged 80153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -20431250.000000 Penalty: 5964.540039
	Iteration 1F: 3 clusters Score -2.043125e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -20432526.000000 Penalty: 5964.540039
	Iteration 2Q: 3 clusters Score -2.043253e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -20433902.000000 Penalty: 5964.540039
	Iteration 3Q: 3 clusters Score -2.04339e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 74740 members 
Entering Unmasked Estep 
Score: -20436028.000000 Penalty: 5964.540039
	Iteration 4Q: 3 clusters Score -2.043603e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -20439182.000000 Penalty: 5964.540039
	Iteration 5Q: 3 clusters Score -2.043918e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -20443954.000000 Penalty: 5964.540039
	Iteration 6F: 3 clusters Score -2.044395e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -20450372.000000 Penalty: 5964.540039
	Iteration 7F: 3 clusters Score -2.045037e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -20457930.000000 Penalty: 5964.540039
	Iteration 8F: 3 clusters Score -2.045793e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -20464842.000000 Penalty: 5964.540039
	Iteration 9F: 3 clusters Score -2.046484e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125175 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -20469130.000000 Penalty: 5964.540039
	Iteration 10Q: 3 clusters Score -2.046913e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128632 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -20471610.000000 Penalty: 5964.540039
	Iteration 11Q: 3 clusters Score -2.047161e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131923 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -20473380.000000 Penalty: 5964.540039
	Iteration 12Q: 3 clusters Score -2.047338e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135150 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -20474798.000000 Penalty: 5964.540039
	Iteration 13Q: 3 clusters Score -2.04748e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138368 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -20476438.000000 Penalty: 5964.540039
	Iteration 14Q: 3 clusters Score -2.047644e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -20478158.000000 Penalty: 5964.540039
	Iteration 15Q: 3 clusters Score -2.047816e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144939 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -20480044.000000 Penalty: 5964.540039
	Iteration 16Q: 3 clusters Score -2.048004e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -20481830.000000 Penalty: 5964.540039
	Iteration 17Q: 3 clusters Score -2.048183e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -20483554.000000 Penalty: 5964.540039
	Iteration 18Q: 3 clusters Score -2.048355e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -20485536.000000 Penalty: 5964.540039
	Iteration 19Q: 3 clusters Score -2.048554e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156746 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -20487290.000000 Penalty: 5964.540039
	Iteration 20F: 3 clusters Score -2.048729e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -20489016.000000 Penalty: 5964.540039
	Iteration 21Q: 3 clusters Score -2.048902e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -20490276.000000 Penalty: 5964.540039
	Iteration 22Q: 3 clusters Score -2.049028e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -20490990.000000 Penalty: 5964.540039
	Iteration 23Q: 3 clusters Score -2.049099e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -20491604.000000 Penalty: 5964.540039
	Iteration 24Q: 3 clusters Score -2.04916e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20491846.000000 Penalty: 5964.540039
	Iteration 25Q: 3 clusters Score -2.049185e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -20492028.000000 Penalty: 5964.540039
	Iteration 26Q: 3 clusters Score -2.049203e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165107 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20492128.000000 Penalty: 5964.540039
	Iteration 27Q: 3 clusters Score -2.049213e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20492234.000000 Penalty: 5964.540039
	Iteration 28Q: 3 clusters Score -2.049223e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20492254.000000 Penalty: 5964.540039
	Iteration 29Q: 3 clusters Score -2.049225e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165488 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20492292.000000 Penalty: 5964.540039
	Iteration 30Q: 3 clusters Score -2.049229e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20492328.000000 Penalty: 5964.540039
	Iteration 31Q: 3 clusters Score -2.049233e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20492326.000000 Penalty: 5964.540039
	Iteration 32Q: 3 clusters Score -2.049233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20492344.000000 Penalty: 5964.540039
	Iteration 33Q: 3 clusters Score -2.049234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20492342.000000 Penalty: 5964.540039
	Iteration 34Q: 3 clusters Score -2.049234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20492366.000000 Penalty: 5964.540039
	Iteration 35Q: 3 clusters Score -2.049237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20492390.000000 Penalty: 5964.540039
	Iteration 36Q: 3 clusters Score -2.049239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20492382.000000 Penalty: 5964.540039
	Iteration 37Q: 3 clusters Score -2.049238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20492390.000000 Penalty: 5964.540039
	Iteration 38Q: 3 clusters Score -2.049239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20492388.000000 Penalty: 5964.540039
	Iteration 39Q: 3 clusters Score -2.049239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20492410.000000 Penalty: 5964.540039
	Iteration 40F: 3 clusters Score -2.049241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20492418.000000 Penalty: 5964.540039
	Iteration 41Q: 3 clusters Score -2.049242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20492420.000000 Penalty: 5964.540039
	Iteration 42Q: 3 clusters Score -2.049242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -20492426.000000 Penalty: 5964.540039
	Iteration 43Q: 3 clusters Score -2.049243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20492432.000000 Penalty: 5964.540039
	Iteration 44Q: 3 clusters Score -2.049243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20492432.000000 Penalty: 5964.540039
	Iteration 45Q: 3 clusters Score -2.049243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165698 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -20492426.000000 Penalty: 5964.540039
	Iteration 46Q: 3 clusters Score -2.049243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165703 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20492446.000000 Penalty: 5964.540039
	Iteration 47Q: 3 clusters Score -2.049245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165707 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -20492450.000000 Penalty: 5964.540039
	Iteration 48Q: 3 clusters Score -2.049245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20492448.000000 Penalty: 5964.540039
	Iteration 49Q: 3 clusters Score -2.049245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -20492464.000000 Penalty: 5964.540039
	Iteration 50Q: 3 clusters Score -2.049246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165717 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20492454.000000 Penalty: 5964.540039
	Iteration 51Q: 3 clusters Score -2.049245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20492462.000000 Penalty: 5964.540039
	Iteration 52Q: 3 clusters Score -2.049246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165731 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -20492470.000000 Penalty: 5964.540039
	Iteration 53Q: 3 clusters Score -2.049247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165736 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20492462.000000 Penalty: 5964.540039
	Iteration 54Q: 3 clusters Score -2.049246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165744 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -20492452.000000 Penalty: 5964.540039
	Iteration 55Q: 3 clusters Score -2.049245e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20492466.000000 Penalty: 5964.540039
	Iteration 56Q: 3 clusters Score -2.049247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -20492474.000000 Penalty: 5964.540039
	Iteration 57Q: 3 clusters Score -2.049247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165756 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20492486.000000 Penalty: 5964.540039
	Iteration 58Q: 3 clusters Score -2.049249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20492468.000000 Penalty: 5964.540039
	Iteration 59Q: 3 clusters Score -2.049247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165761 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20492484.000000 Penalty: 5964.540039
	Iteration 60F: 3 clusters Score -2.049248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20492494.000000 Penalty: 5964.540039
	Iteration 61Q: 3 clusters Score -2.049249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20492496.000000 Penalty: 5964.540039
	Iteration 62Q: 3 clusters Score -2.04925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165770 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -20492490.000000 Penalty: 5964.540039
	Iteration 63Q: 3 clusters Score -2.049249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -20492488.000000 Penalty: 5964.540039
	Iteration 64Q: 3 clusters Score -2.049249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20492478.000000 Penalty: 5964.540039
	Iteration 65Q: 3 clusters Score -2.049248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20492486.000000 Penalty: 5964.540039
	Iteration 66Q: 3 clusters Score -2.049249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20492472.000000 Penalty: 5964.540039
	Iteration 67Q: 3 clusters Score -2.049247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -20492474.000000 Penalty: 5964.540039
	Iteration 68Q: 3 clusters Score -2.049247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165773 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20492484.000000 Penalty: 5964.540039
	Iteration 69Q: 3 clusters Score -2.049248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20492486.000000 Penalty: 5964.540039
	Iteration 70Q: 3 clusters Score -2.049249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20492486.000000 Penalty: 5964.540039
	Iteration 71Q: 3 clusters Score -2.049249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20492482.000000 Penalty: 5964.540039
	Iteration 72Q: 3 clusters Score -2.049248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20492490.000000 Penalty: 5964.540039
	Iteration 73Q: 3 clusters Score -2.049249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165766 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20492494.000000 Penalty: 5964.540039
	Iteration 74Q: 3 clusters Score -2.049249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165766 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20492504.000000 Penalty: 5964.540039
	Iteration 75Q: 3 clusters Score -2.04925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20492496.000000 Penalty: 5964.540039
	Iteration 76Q: 3 clusters Score -2.04925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165763 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20492496.000000 Penalty: 5964.540039
	Iteration 77F: 3 clusters Score -2.04925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -1457364.625000 Penalty: 2329.545410
	Iteration 0F: 2 clusters Score -1457365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1448382.625000 Penalty: 4659.090820
	Iteration 0F: 3 clusters Score -1448383 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1451329.500000 Penalty: 4659.090820
	Iteration 1F: 3 clusters Score -1451330 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1451904.000000 Penalty: 4659.090820
	Iteration 2F: 3 clusters Score -1451904 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1452485.250000 Penalty: 4659.090820
	Iteration 3F: 3 clusters Score -1452485 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1453093.625000 Penalty: 4659.090820
	Iteration 4F: 3 clusters Score -1453094 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1453693.375000 Penalty: 4659.090820
	Iteration 5F: 3 clusters Score -1453693 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1454251.500000 Penalty: 4659.090820
	Iteration 6F: 3 clusters Score -1454252 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1454753.000000 Penalty: 4659.090820
	Iteration 7F: 3 clusters Score -1454753 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1455145.000000 Penalty: 4659.090820
	Iteration 8Q: 3 clusters Score -1455145 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1455449.125000 Penalty: 4659.090820
	Iteration 9Q: 3 clusters Score -1455449 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1455624.125000 Penalty: 4659.090820
	Iteration 10Q: 3 clusters Score -1455624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1455734.000000 Penalty: 4659.090820
	Iteration 11Q: 3 clusters Score -1455734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1455834.250000 Penalty: 4659.090820
	Iteration 12Q: 3 clusters Score -1455834 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1455911.750000 Penalty: 4659.090820
	Iteration 13Q: 3 clusters Score -1455912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1455961.250000 Penalty: 4659.090820
	Iteration 14Q: 3 clusters Score -1455961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1456004.750000 Penalty: 4659.090820
	Iteration 15Q: 3 clusters Score -1456005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1456037.875000 Penalty: 4659.090820
	Iteration 16Q: 3 clusters Score -1456038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1456058.875000 Penalty: 4659.090820
	Iteration 17Q: 3 clusters Score -1456059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1456081.500000 Penalty: 4659.090820
	Iteration 18Q: 3 clusters Score -1456082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1456096.625000 Penalty: 4659.090820
	Iteration 19Q: 3 clusters Score -1456097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1456100.500000 Penalty: 4659.090820
	Iteration 20F: 3 clusters Score -1456100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1456112.625000 Penalty: 4659.090820
	Iteration 21Q: 3 clusters Score -1456113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1456117.625000 Penalty: 4659.090820
	Iteration 22Q: 3 clusters Score -1456118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1456115.250000 Penalty: 4659.090820
	Iteration 23Q: 3 clusters Score -1456115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1456121.250000 Penalty: 4659.090820
	Iteration 24Q: 3 clusters Score -1456121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1456123.000000 Penalty: 4659.090820
	Iteration 25Q: 3 clusters Score -1456123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1456127.500000 Penalty: 4659.090820
	Iteration 26Q: 3 clusters Score -1456128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1456132.000000 Penalty: 4659.090820
	Iteration 27Q: 3 clusters Score -1456132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1456131.875000 Penalty: 4659.090820
	Iteration 28Q: 3 clusters Score -1456132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1456133.375000 Penalty: 4659.090820
	Iteration 29Q: 3 clusters Score -1456133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1456132.750000 Penalty: 4659.090820
	Iteration 30Q: 3 clusters Score -1456133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1456138.125000 Penalty: 4659.090820
	Iteration 31Q: 3 clusters Score -1456138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1456135.375000 Penalty: 4659.090820
	Iteration 32Q: 3 clusters Score -1456135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1456135.875000 Penalty: 4659.090820
	Iteration 33Q: 3 clusters Score -1456136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1456138.375000 Penalty: 4659.090820
	Iteration 34Q: 3 clusters Score -1456138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1456137.375000 Penalty: 4659.090820
	Iteration 35Q: 3 clusters Score -1456137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1456137.375000 Penalty: 4659.090820
	Iteration 36F: 3 clusters Score -1456137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -1665543.875000 Penalty: 2377.506348
	Iteration 0F: 2 clusters Score -1665544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1654983.875000 Penalty: 4755.012695
	Iteration 0F: 3 clusters Score -1654984 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1658726.875000 Penalty: 4755.012695
	Iteration 1F: 3 clusters Score -1658727 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1659819.125000 Penalty: 4755.012695
	Iteration 2F: 3 clusters Score -1659819 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1660743.000000 Penalty: 4755.012695
	Iteration 3F: 3 clusters Score -1660743 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1661525.625000 Penalty: 4755.012695
	Iteration 4F: 3 clusters Score -1661526 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1662309.625000 Penalty: 4755.012695
	Iteration 5F: 3 clusters Score -1662310 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1663110.500000 Penalty: 4755.012695
	Iteration 6F: 3 clusters Score -1663110 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1663886.250000 Penalty: 4755.012695
	Iteration 7F: 3 clusters Score -1663886 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1664554.500000 Penalty: 4755.012695
	Iteration 8F: 3 clusters Score -1664554 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1665122.250000 Penalty: 4755.012695
	Iteration 9Q: 3 clusters Score -1665122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1665471.125000 Penalty: 4755.012695
	Iteration 10Q: 3 clusters Score -1665471 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1665725.250000 Penalty: 4755.012695
	Iteration 11Q: 3 clusters Score -1665725 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1665907.000000 Penalty: 4755.012695
	Iteration 12Q: 3 clusters Score -1665907 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1666086.875000 Penalty: 4755.012695
	Iteration 13Q: 3 clusters Score -1666087 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1666197.375000 Penalty: 4755.012695
	Iteration 14Q: 3 clusters Score -1666197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1666268.250000 Penalty: 4755.012695
	Iteration 15Q: 3 clusters Score -1666268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1666289.125000 Penalty: 4755.012695
	Iteration 16Q: 3 clusters Score -1666289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1666294.250000 Penalty: 4755.012695
	Iteration 17Q: 3 clusters Score -1666294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1666299.625000 Penalty: 4755.012695
	Iteration 18Q: 3 clusters Score -1666300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1666304.375000 Penalty: 4755.012695
	Iteration 19Q: 3 clusters Score -1666304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1666305.000000 Penalty: 4755.012695
	Iteration 20F: 3 clusters Score -1666305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228249 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22636 members 
Mstep: Class 7 contains 103370 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93767 members 
Mstep: Class 10 contains 106096 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162110 members 
Mstep: Class 15 contains 187630 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 166922 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 13542 members 
Mstep: Class 21 contains 164265 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 1028 members 
Entering Unmasked Estep 
Score: -194739408.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194740096.000000 to -194739408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Entering Unmasked Estep 
Score: -20321800.000000 Penalty: 2978.290527
	Iteration 0F: 2 clusters Score -2.03218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -20213530.000000 Penalty: 5956.581055
	Iteration 0F: 3 clusters Score -2.021353e+07 nChanged 78643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -20259144.000000 Penalty: 5956.581055
	Iteration 1F: 3 clusters Score -2.025914e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 81149 members 
Entering Unmasked Estep 
Score: -20260714.000000 Penalty: 5956.581055
	Iteration 2Q: 3 clusters Score -2.026071e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -20262744.000000 Penalty: 5956.581055
	Iteration 3Q: 3 clusters Score -2.026274e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -20265816.000000 Penalty: 5956.581055
	Iteration 4Q: 3 clusters Score -2.026582e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -20269590.000000 Penalty: 5956.581055
	Iteration 5Q: 3 clusters Score -2.026959e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -20274448.000000 Penalty: 5956.581055
	Iteration 6F: 3 clusters Score -2.027445e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -20280650.000000 Penalty: 5956.581055
	Iteration 7F: 3 clusters Score -2.028065e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -20288052.000000 Penalty: 5956.581055
	Iteration 8F: 3 clusters Score -2.028805e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78902 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -20295090.000000 Penalty: 5956.581055
	Iteration 9F: 3 clusters Score -2.029509e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -20299856.000000 Penalty: 5956.581055
	Iteration 10F: 3 clusters Score -2.029986e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -20302298.000000 Penalty: 5956.581055
	Iteration 11Q: 3 clusters Score -2.03023e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -20303294.000000 Penalty: 5956.581055
	Iteration 12Q: 3 clusters Score -2.030329e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -20303988.000000 Penalty: 5956.581055
	Iteration 13Q: 3 clusters Score -2.030399e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -20304356.000000 Penalty: 5956.581055
	Iteration 14Q: 3 clusters Score -2.030436e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -20304874.000000 Penalty: 5956.581055
	Iteration 15Q: 3 clusters Score -2.030487e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 95375 members 
Entering Unmasked Estep 
Score: -20305098.000000 Penalty: 5956.581055
	Iteration 16Q: 3 clusters Score -2.03051e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 96473 members 
Entering Unmasked Estep 
Score: -20305314.000000 Penalty: 5956.581055
	Iteration 17Q: 3 clusters Score -2.030531e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -20305574.000000 Penalty: 5956.581055
	Iteration 18Q: 3 clusters Score -2.030557e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -20305762.000000 Penalty: 5956.581055
	Iteration 19Q: 3 clusters Score -2.030576e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -20305926.000000 Penalty: 5956.581055
	Iteration 20F: 3 clusters Score -2.030593e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 100981 members 
Entering Unmasked Estep 
Score: -20306150.000000 Penalty: 5956.581055
	Iteration 21Q: 3 clusters Score -2.030615e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -20306420.000000 Penalty: 5956.581055
	Iteration 22Q: 3 clusters Score -2.030642e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 103449 members 
Entering Unmasked Estep 
Score: -20306666.000000 Penalty: 5956.581055
	Iteration 23Q: 3 clusters Score -2.030667e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 104734 members 
Entering Unmasked Estep 
Score: -20306914.000000 Penalty: 5956.581055
	Iteration 24Q: 3 clusters Score -2.030691e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 106092 members 
Entering Unmasked Estep 
Score: -20307162.000000 Penalty: 5956.581055
	Iteration 25Q: 3 clusters Score -2.030716e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -20307372.000000 Penalty: 5956.581055
	Iteration 26Q: 3 clusters Score -2.030737e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -20307588.000000 Penalty: 5956.581055
	Iteration 27Q: 3 clusters Score -2.030759e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -20307976.000000 Penalty: 5956.581055
	Iteration 28Q: 3 clusters Score -2.030798e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 111882 members 
Entering Unmasked Estep 
Score: -20308284.000000 Penalty: 5956.581055
	Iteration 29Q: 3 clusters Score -2.030828e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 113440 members 
Entering Unmasked Estep 
Score: -20308480.000000 Penalty: 5956.581055
	Iteration 30Q: 3 clusters Score -2.030848e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -20308752.000000 Penalty: 5956.581055
	Iteration 31Q: 3 clusters Score -2.030875e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 116612 members 
Entering Unmasked Estep 
Score: -20309190.000000 Penalty: 5956.581055
	Iteration 32Q: 3 clusters Score -2.030919e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -20309430.000000 Penalty: 5956.581055
	Iteration 33Q: 3 clusters Score -2.030943e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -20309882.000000 Penalty: 5956.581055
	Iteration 34Q: 3 clusters Score -2.030988e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -20310176.000000 Penalty: 5956.581055
	Iteration 35Q: 3 clusters Score -2.031018e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 123445 members 
Entering Unmasked Estep 
Score: -20310410.000000 Penalty: 5956.581055
	Iteration 36Q: 3 clusters Score -2.031041e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -20310692.000000 Penalty: 5956.581055
	Iteration 37Q: 3 clusters Score -2.031069e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 127033 members 
Entering Unmasked Estep 
Score: -20311116.000000 Penalty: 5956.581055
	Iteration 38Q: 3 clusters Score -2.031112e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -20311616.000000 Penalty: 5956.581055
	Iteration 39Q: 3 clusters Score -2.031162e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -20312022.000000 Penalty: 5956.581055
	Iteration 40F: 3 clusters Score -2.031202e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -20312512.000000 Penalty: 5956.581055
	Iteration 41Q: 3 clusters Score -2.031251e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 134282 members 
Entering Unmasked Estep 
Score: -20313034.000000 Penalty: 5956.581055
	Iteration 42Q: 3 clusters Score -2.031303e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 136081 members 
Entering Unmasked Estep 
Score: -20313466.000000 Penalty: 5956.581055
	Iteration 43Q: 3 clusters Score -2.031347e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 137836 members 
Entering Unmasked Estep 
Score: -20313858.000000 Penalty: 5956.581055
	Iteration 44Q: 3 clusters Score -2.031386e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 139477 members 
Entering Unmasked Estep 
Score: -20314224.000000 Penalty: 5956.581055
	Iteration 45Q: 3 clusters Score -2.031422e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -20314656.000000 Penalty: 5956.581055
	Iteration 46Q: 3 clusters Score -2.031466e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -20315138.000000 Penalty: 5956.581055
	Iteration 47Q: 3 clusters Score -2.031514e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 144239 members 
Entering Unmasked Estep 
Score: -20315448.000000 Penalty: 5956.581055
	Iteration 48Q: 3 clusters Score -2.031545e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 145686 members 
Entering Unmasked Estep 
Score: -20315912.000000 Penalty: 5956.581055
	Iteration 49Q: 3 clusters Score -2.031591e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -20316418.000000 Penalty: 5956.581055
	Iteration 50Q: 3 clusters Score -2.031642e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -20316788.000000 Penalty: 5956.581055
	Iteration 51Q: 3 clusters Score -2.031679e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 149599 members 
Entering Unmasked Estep 
Score: -20317134.000000 Penalty: 5956.581055
	Iteration 52Q: 3 clusters Score -2.031713e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -20317562.000000 Penalty: 5956.581055
	Iteration 53Q: 3 clusters Score -2.031756e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 151970 members 
Entering Unmasked Estep 
Score: -20317860.000000 Penalty: 5956.581055
	Iteration 54Q: 3 clusters Score -2.031786e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -20318106.000000 Penalty: 5956.581055
	Iteration 55Q: 3 clusters Score -2.031811e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -20318234.000000 Penalty: 5956.581055
	Iteration 56Q: 3 clusters Score -2.031823e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 154999 members 
Entering Unmasked Estep 
Score: -20318522.000000 Penalty: 5956.581055
	Iteration 57Q: 3 clusters Score -2.031852e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -20318954.000000 Penalty: 5956.581055
	Iteration 58Q: 3 clusters Score -2.031895e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 156599 members 
Entering Unmasked Estep 
Score: -20319148.000000 Penalty: 5956.581055
	Iteration 59Q: 3 clusters Score -2.031915e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -20319364.000000 Penalty: 5956.581055
	Iteration 60F: 3 clusters Score -2.031936e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -20319546.000000 Penalty: 5956.581055
	Iteration 61Q: 3 clusters Score -2.031955e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -20319782.000000 Penalty: 5956.581055
	Iteration 62Q: 3 clusters Score -2.031978e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -20319962.000000 Penalty: 5956.581055
	Iteration 63Q: 3 clusters Score -2.031996e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 159363 members 
Entering Unmasked Estep 
Score: -20320082.000000 Penalty: 5956.581055
	Iteration 64Q: 3 clusters Score -2.032008e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 159695 members 
Entering Unmasked Estep 
Score: -20320178.000000 Penalty: 5956.581055
	Iteration 65Q: 3 clusters Score -2.032018e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -20320266.000000 Penalty: 5956.581055
	Iteration 66Q: 3 clusters Score -2.032027e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -20320318.000000 Penalty: 5956.581055
	Iteration 67Q: 3 clusters Score -2.032032e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -20320414.000000 Penalty: 5956.581055
	Iteration 68Q: 3 clusters Score -2.032041e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -20320470.000000 Penalty: 5956.581055
	Iteration 69Q: 3 clusters Score -2.032047e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -20320464.000000 Penalty: 5956.581055
	Iteration 70Q: 3 clusters Score -2.032046e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -20320468.000000 Penalty: 5956.581055
	Iteration 71Q: 3 clusters Score -2.032047e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 160973 members 
Entering Unmasked Estep 
Score: -20320462.000000 Penalty: 5956.581055
	Iteration 72Q: 3 clusters Score -2.032046e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 161052 members 
Entering Unmasked Estep 
Score: -20320478.000000 Penalty: 5956.581055
	Iteration 73Q: 3 clusters Score -2.032048e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -20320518.000000 Penalty: 5956.581055
	Iteration 74Q: 3 clusters Score -2.032052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 161185 members 
Entering Unmasked Estep 
Score: -20320548.000000 Penalty: 5956.581055
	Iteration 75Q: 3 clusters Score -2.032055e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 161232 members 
Entering Unmasked Estep 
Score: -20320526.000000 Penalty: 5956.581055
	Iteration 76Q: 3 clusters Score -2.032053e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 161275 members 
Entering Unmasked Estep 
Score: -20320530.000000 Penalty: 5956.581055
	Iteration 77Q: 3 clusters Score -2.032053e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -20320536.000000 Penalty: 5956.581055
	Iteration 78Q: 3 clusters Score -2.032054e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 161344 members 
Entering Unmasked Estep 
Score: -20320522.000000 Penalty: 5956.581055
	Iteration 79Q: 3 clusters Score -2.032052e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -20320542.000000 Penalty: 5956.581055
	Iteration 80F: 3 clusters Score -2.032054e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 161396 members 
Entering Unmasked Estep 
Score: -20320548.000000 Penalty: 5956.581055
	Iteration 81Q: 3 clusters Score -2.032055e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 161423 members 
Entering Unmasked Estep 
Score: -20320554.000000 Penalty: 5956.581055
	Iteration 82Q: 3 clusters Score -2.032055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 161434 members 
Entering Unmasked Estep 
Score: -20320572.000000 Penalty: 5956.581055
	Iteration 83Q: 3 clusters Score -2.032057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -20320544.000000 Penalty: 5956.581055
	Iteration 84Q: 3 clusters Score -2.032054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 161461 members 
Entering Unmasked Estep 
Score: -20320568.000000 Penalty: 5956.581055
	Iteration 85Q: 3 clusters Score -2.032057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 161474 members 
Entering Unmasked Estep 
Score: -20320556.000000 Penalty: 5956.581055
	Iteration 86Q: 3 clusters Score -2.032056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 161483 members 
Entering Unmasked Estep 
Score: -20320576.000000 Penalty: 5956.581055
	Iteration 87Q: 3 clusters Score -2.032058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 161498 members 
Entering Unmasked Estep 
Score: -20320602.000000 Penalty: 5956.581055
	Iteration 88Q: 3 clusters Score -2.03206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 161517 members 
Entering Unmasked Estep 
Score: -20320614.000000 Penalty: 5956.581055
	Iteration 89Q: 3 clusters Score -2.032061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
Score: -20320606.000000 Penalty: 5956.581055
	Iteration 90Q: 3 clusters Score -2.032061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 161546 members 
Entering Unmasked Estep 
Score: -20320602.000000 Penalty: 5956.581055
	Iteration 91Q: 3 clusters Score -2.03206e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -20320602.000000 Penalty: 5956.581055
	Iteration 92Q: 3 clusters Score -2.03206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -20320614.000000 Penalty: 5956.581055
	Iteration 93Q: 3 clusters Score -2.032061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 161578 members 
Entering Unmasked Estep 
Score: -20320612.000000 Penalty: 5956.581055
	Iteration 94Q: 3 clusters Score -2.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -20320612.000000 Penalty: 5956.581055
	Iteration 95Q: 3 clusters Score -2.032061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 161582 members 
Entering Unmasked Estep 
Score: -20320608.000000 Penalty: 5956.581055
	Iteration 96Q: 3 clusters Score -2.032061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -20320612.000000 Penalty: 5956.581055
	Iteration 97Q: 3 clusters Score -2.032061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -20320616.000000 Penalty: 5956.581055
	Iteration 98Q: 3 clusters Score -2.032062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 161588 members 
Entering Unmasked Estep 
Score: -20320608.000000 Penalty: 5956.581055
	Iteration 99Q: 3 clusters Score -2.032061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 161589 members 
Entering Unmasked Estep 
Score: -20320614.000000 Penalty: 5956.581055
	Iteration 100F: 3 clusters Score -2.032061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -20320612.000000 Penalty: 5956.581055
	Iteration 101Q: 3 clusters Score -2.032061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -20320608.000000 Penalty: 5956.581055
	Iteration 102Q: 3 clusters Score -2.032061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -20320608.000000 Penalty: 5956.581055
	Iteration 103F: 3 clusters Score -2.032061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -332142.218750 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -332142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -329064.343750 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -329064.3 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -329691.187500 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -329691.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -329859.531250 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -329859.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -329940.437500 Penalty: 3918.899658
	Iteration 3Q: 3 clusters Score -329940.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -329977.437500 Penalty: 3918.899658
	Iteration 4Q: 3 clusters Score -329977.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -330000.187500 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -330000.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -330015.562500 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -330015.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -330029.562500 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -330029.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330041.656250 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -330041.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -330051.531250 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -330051.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -330062.343750 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -330062.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330072.875000 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -330072.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -330084.968750 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -330085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -330095.500000 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -330095.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -330108.312500 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -330108.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -330125.718750 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -330125.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330147.406250 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -330147.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -330165.750000 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -330165.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330179.093750 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -330179.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -330191.468750 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -330191.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -330201.562500 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -330201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330207.281250 Penalty: 3918.899658
	Iteration 21Q: 3 clusters Score -330207.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -330213.437500 Penalty: 3918.899658
	Iteration 22Q: 3 clusters Score -330213.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330219.218750 Penalty: 3918.899658
	Iteration 23Q: 3 clusters Score -330219.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -330225.062500 Penalty: 3918.899658
	Iteration 24Q: 3 clusters Score -330225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -330229.062500 Penalty: 3918.899658
	Iteration 25Q: 3 clusters Score -330229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330233.406250 Penalty: 3918.899658
	Iteration 26Q: 3 clusters Score -330233.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330238.968750 Penalty: 3918.899658
	Iteration 27Q: 3 clusters Score -330239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -330244.656250 Penalty: 3918.899658
	Iteration 28Q: 3 clusters Score -330244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -330247.875000 Penalty: 3918.899658
	Iteration 29Q: 3 clusters Score -330247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -330249.750000 Penalty: 3918.899658
	Iteration 30Q: 3 clusters Score -330249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -330251.718750 Penalty: 3918.899658
	Iteration 31Q: 3 clusters Score -330251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -330254.906250 Penalty: 3918.899658
	Iteration 32Q: 3 clusters Score -330254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330258.843750 Penalty: 3918.899658
	Iteration 33Q: 3 clusters Score -330258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -330266.625000 Penalty: 3918.899658
	Iteration 34Q: 3 clusters Score -330266.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330273.750000 Penalty: 3918.899658
	Iteration 35Q: 3 clusters Score -330273.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330278.187500 Penalty: 3918.899658
	Iteration 36Q: 3 clusters Score -330278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330280.625000 Penalty: 3918.899658
	Iteration 37Q: 3 clusters Score -330280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330284.375000 Penalty: 3918.899658
	Iteration 38Q: 3 clusters Score -330284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330289.562500 Penalty: 3918.899658
	Iteration 39Q: 3 clusters Score -330289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330292.625000 Penalty: 3918.899658
	Iteration 40F: 3 clusters Score -330292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330295.656250 Penalty: 3918.899658
	Iteration 41Q: 3 clusters Score -330295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -330298.187500 Penalty: 3918.899658
	Iteration 42Q: 3 clusters Score -330298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330301.812500 Penalty: 3918.899658
	Iteration 43Q: 3 clusters Score -330301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330304.531250 Penalty: 3918.899658
	Iteration 44Q: 3 clusters Score -330304.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330309.218750 Penalty: 3918.899658
	Iteration 45Q: 3 clusters Score -330309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330314.093750 Penalty: 3918.899658
	Iteration 46Q: 3 clusters Score -330314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -330318.937500 Penalty: 3918.899658
	Iteration 47Q: 3 clusters Score -330318.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330327.437500 Penalty: 3918.899658
	Iteration 48Q: 3 clusters Score -330327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330333.500000 Penalty: 3918.899658
	Iteration 49Q: 3 clusters Score -330333.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330340.968750 Penalty: 3918.899658
	Iteration 50Q: 3 clusters Score -330341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -330344.531250 Penalty: 3918.899658
	Iteration 51Q: 3 clusters Score -330344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -330348.468750 Penalty: 3918.899658
	Iteration 52Q: 3 clusters Score -330348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330354.687500 Penalty: 3918.899658
	Iteration 53Q: 3 clusters Score -330354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330358.343750 Penalty: 3918.899658
	Iteration 54Q: 3 clusters Score -330358.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330363.156250 Penalty: 3918.899658
	Iteration 55Q: 3 clusters Score -330363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330366.843750 Penalty: 3918.899658
	Iteration 56Q: 3 clusters Score -330366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330370.343750 Penalty: 3918.899658
	Iteration 57Q: 3 clusters Score -330370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -330372.343750 Penalty: 3918.899658
	Iteration 58Q: 3 clusters Score -330372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -330374.250000 Penalty: 3918.899658
	Iteration 59Q: 3 clusters Score -330374.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -330378.031250 Penalty: 3918.899658
	Iteration 60F: 3 clusters Score -330378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -330381.718750 Penalty: 3918.899658
	Iteration 61Q: 3 clusters Score -330381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -330383.593750 Penalty: 3918.899658
	Iteration 62Q: 3 clusters Score -330383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -330387.906250 Penalty: 3918.899658
	Iteration 63Q: 3 clusters Score -330387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -330392.718750 Penalty: 3918.899658
	Iteration 64Q: 3 clusters Score -330392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330398.375000 Penalty: 3918.899658
	Iteration 65Q: 3 clusters Score -330398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -330400.937500 Penalty: 3918.899658
	Iteration 66Q: 3 clusters Score -330400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330405.031250 Penalty: 3918.899658
	Iteration 67Q: 3 clusters Score -330405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -330408.843750 Penalty: 3918.899658
	Iteration 68Q: 3 clusters Score -330408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -330411.593750 Penalty: 3918.899658
	Iteration 69Q: 3 clusters Score -330411.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330414.500000 Penalty: 3918.899658
	Iteration 70Q: 3 clusters Score -330414.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330416.656250 Penalty: 3918.899658
	Iteration 71Q: 3 clusters Score -330416.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -330417.218750 Penalty: 3918.899658
	Iteration 72Q: 3 clusters Score -330417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330419.625000 Penalty: 3918.899658
	Iteration 73Q: 3 clusters Score -330419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -330422.281250 Penalty: 3918.899658
	Iteration 74Q: 3 clusters Score -330422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -330424.718750 Penalty: 3918.899658
	Iteration 75Q: 3 clusters Score -330424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -330425.375000 Penalty: 3918.899658
	Iteration 76Q: 3 clusters Score -330425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -330426.937500 Penalty: 3918.899658
	Iteration 77Q: 3 clusters Score -330426.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -330426.937500 Penalty: 3918.899658
	Iteration 78F: 3 clusters Score -330426.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72789.179688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72789.18 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73000.937500 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73000.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73061.023438 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73061.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73083.976562 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73083.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73100.289062 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73100.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73112.734375 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73112.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73119.593750 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73119.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73123.921875 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73123.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73124.609375 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73124.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73124.609375 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -73124.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74327.203125 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74327.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74568.132812 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74568.13 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -74707.203125 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74707.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74804.382812 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74804.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -74892.492188 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74892.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74980.109375 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74980.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75052.421875 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -75052.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75120.945312 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -75120.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75153.148438 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -75153.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75186.476562 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -75186.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75219.437500 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -75219.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75239.968750 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -75239.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75248.171875 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -75248.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75256.406250 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -75256.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75259.320312 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -75259.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75259.320312 Penalty: 3252.162109
	Iteration 15F: 3 clusters Score -75259.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76029.507812 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -76029.51 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76239.085938 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76239.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76280.085938 Penalty: 3250.043945
	Iteration 2Q: 3 clusters Score -76280.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -76302.695312 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76302.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76325.289062 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76325.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76334.882812 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76334.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76340.179688 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76340.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76343.039062 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76343.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76343.039062 Penalty: 3250.043945
	Iteration 8F: 3 clusters Score -76343.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228249 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22636 members 
Mstep: Class 7 contains 103370 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93767 members 
Mstep: Class 10 contains 106096 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162110 members 
Mstep: Class 15 contains 187630 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 166922 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14570 members 
Mstep: Class 21 contains 164265 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740160.000000 Penalty: 88616.031250
Iteration 319Q: 26 clusters Score -1.947402e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228250 members 
Mstep: Class 4 contains 167797 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22638 members 
Mstep: Class 7 contains 103373 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93771 members 
Mstep: Class 10 contains 106097 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6600 members 
Mstep: Class 14 contains 162111 members 
Mstep: Class 15 contains 187637 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 58422 members 
Mstep: Class 18 contains 166915 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14567 members 
Mstep: Class 21 contains 164264 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 320F: 26 clusters Score -1.947401e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228251 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22644 members 
Mstep: Class 7 contains 103373 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93776 members 
Mstep: Class 10 contains 106102 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6601 members 
Mstep: Class 14 contains 162114 members 
Mstep: Class 15 contains 187647 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 58423 members 
Mstep: Class 18 contains 166913 members 
Mstep: Class 19 contains 12006 members 
Mstep: Class 20 contains 14564 members 
Mstep: Class 21 contains 164261 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 321Q: 26 clusters Score -1.9474e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228252 members 
Mstep: Class 4 contains 167793 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22651 members 
Mstep: Class 7 contains 103378 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93781 members 
Mstep: Class 10 contains 106109 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162116 members 
Mstep: Class 15 contains 187653 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 17 contains 58417 members 
Mstep: Class 18 contains 166914 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 164256 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 322Q: 26 clusters Score -1.947401e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228247 members 
Mstep: Class 4 contains 167790 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22658 members 
Mstep: Class 7 contains 103384 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93785 members 
Mstep: Class 10 contains 106115 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162123 members 
Mstep: Class 15 contains 187669 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 58417 members 
Mstep: Class 18 contains 166910 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14560 members 
Mstep: Class 21 contains 164245 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739952.000000 Penalty: 88616.031250
Iteration 323Q: 26 clusters Score -1.9474e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228242 members 
Mstep: Class 4 contains 167793 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22659 members 
Mstep: Class 7 contains 103386 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93788 members 
Mstep: Class 10 contains 106127 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162123 members 
Mstep: Class 15 contains 187674 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 58415 members 
Mstep: Class 18 contains 166913 members 
Mstep: Class 19 contains 12006 members 
Mstep: Class 20 contains 14558 members 
Mstep: Class 21 contains 164242 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 324Q: 26 clusters Score -1.9474e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228228 members 
Mstep: Class 4 contains 167792 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22662 members 
Mstep: Class 7 contains 103387 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93792 members 
Mstep: Class 10 contains 106136 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162122 members 
Mstep: Class 15 contains 187685 members 
Mstep: Class 16 contains 6674 members 
Mstep: Class 17 contains 58414 members 
Mstep: Class 18 contains 166918 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14555 members 
Mstep: Class 21 contains 164241 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739824.000000 Penalty: 88616.031250
Iteration 325Q: 26 clusters Score -1.947398e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228228 members 
Mstep: Class 4 contains 167789 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22665 members 
Mstep: Class 7 contains 103391 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93798 members 
Mstep: Class 10 contains 106141 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162113 members 
Mstep: Class 15 contains 187686 members 
Mstep: Class 16 contains 6665 members 
Mstep: Class 17 contains 58412 members 
Mstep: Class 18 contains 166920 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14557 members 
Mstep: Class 21 contains 164240 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739936.000000 Penalty: 88616.031250
Iteration 326Q: 26 clusters Score -1.947399e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228233 members 
Mstep: Class 4 contains 167792 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22670 members 
Mstep: Class 7 contains 103399 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93802 members 
Mstep: Class 10 contains 106147 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162106 members 
Mstep: Class 15 contains 187683 members 
Mstep: Class 16 contains 6645 members 
Mstep: Class 17 contains 58414 members 
Mstep: Class 18 contains 166921 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 14558 members 
Mstep: Class 21 contains 164243 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740080.000000 Penalty: 88616.031250
Iteration 327Q: 26 clusters Score -1.947401e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228241 members 
Mstep: Class 4 contains 167803 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22675 members 
Mstep: Class 7 contains 103412 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93800 members 
Mstep: Class 10 contains 106145 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162106 members 
Mstep: Class 15 contains 187669 members 
Mstep: Class 16 contains 6629 members 
Mstep: Class 17 contains 58411 members 
Mstep: Class 18 contains 166922 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14559 members 
Mstep: Class 21 contains 164247 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 328Q: 26 clusters Score -1.947399e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228257 members 
Mstep: Class 4 contains 167806 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 103422 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93805 members 
Mstep: Class 10 contains 106147 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162102 members 
Mstep: Class 15 contains 187662 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 58410 members 
Mstep: Class 18 contains 166930 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14559 members 
Mstep: Class 21 contains 164242 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 329Q: 26 clusters Score -1.947399e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228269 members 
Mstep: Class 4 contains 167809 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22689 members 
Mstep: Class 7 contains 103436 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93809 members 
Mstep: Class 10 contains 106144 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162100 members 
Mstep: Class 15 contains 187658 members 
Mstep: Class 16 contains 6583 members 
Mstep: Class 17 contains 58407 members 
Mstep: Class 18 contains 166928 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14557 members 
Mstep: Class 21 contains 164239 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 330Q: 26 clusters Score -1.947397e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228272 members 
Mstep: Class 4 contains 167807 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22703 members 
Mstep: Class 7 contains 103443 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93815 members 
Mstep: Class 10 contains 106144 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6602 members 
Mstep: Class 14 contains 162105 members 
Mstep: Class 15 contains 187649 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 58404 members 
Mstep: Class 18 contains 166932 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14551 members 
Mstep: Class 21 contains 164238 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 331Q: 26 clusters Score -1.947397e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228281 members 
Mstep: Class 4 contains 167806 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22715 members 
Mstep: Class 7 contains 103450 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93818 members 
Mstep: Class 10 contains 106141 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 162103 members 
Mstep: Class 15 contains 187647 members 
Mstep: Class 16 contains 6561 members 
Mstep: Class 17 contains 58399 members 
Mstep: Class 18 contains 166933 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14547 members 
Mstep: Class 21 contains 164231 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 88616.031250
Iteration 332Q: 26 clusters Score -1.947398e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228282 members 
Mstep: Class 4 contains 167801 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22723 members 
Mstep: Class 7 contains 103460 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93822 members 
Mstep: Class 10 contains 106143 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162100 members 
Mstep: Class 15 contains 187650 members 
Mstep: Class 16 contains 6540 members 
Mstep: Class 17 contains 58399 members 
Mstep: Class 18 contains 166940 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14546 members 
Mstep: Class 21 contains 164226 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 333Q: 26 clusters Score -1.947398e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228277 members 
Mstep: Class 4 contains 167800 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 103473 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93824 members 
Mstep: Class 10 contains 106145 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3156 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162088 members 
Mstep: Class 15 contains 187653 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 58398 members 
Mstep: Class 18 contains 166946 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 14544 members 
Mstep: Class 21 contains 164217 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739664.000000 Penalty: 88616.031250
Iteration 334Q: 26 clusters Score -1.947397e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228268 members 
Mstep: Class 4 contains 167797 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22747 members 
Mstep: Class 7 contains 103481 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93827 members 
Mstep: Class 10 contains 106148 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162086 members 
Mstep: Class 15 contains 187654 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 58398 members 
Mstep: Class 18 contains 166955 members 
Mstep: Class 19 contains 12005 members 
Mstep: Class 20 contains 14543 members 
Mstep: Class 21 contains 164214 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739776.000000 Penalty: 88616.031250
Iteration 335Q: 26 clusters Score -1.947398e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228273 members 
Mstep: Class 4 contains 167796 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22762 members 
Mstep: Class 7 contains 103488 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93832 members 
Mstep: Class 10 contains 106150 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162083 members 
Mstep: Class 15 contains 187650 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 58399 members 
Mstep: Class 18 contains 166954 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 14539 members 
Mstep: Class 21 contains 164216 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739952.000000 Penalty: 88616.031250
Iteration 336Q: 26 clusters Score -1.9474e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228278 members 
Mstep: Class 4 contains 167793 members 
Mstep: Class 5 contains 816 members 
Mstep: Class 6 contains 22771 members 
Mstep: Class 7 contains 103496 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93839 members 
Mstep: Class 10 contains 106147 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162079 members 
Mstep: Class 15 contains 187646 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 58400 members 
Mstep: Class 18 contains 166963 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 14537 members 
Mstep: Class 21 contains 164218 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739904.000000 Penalty: 88616.031250
Iteration 337Q: 26 clusters Score -1.947399e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228264 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22781 members 
Mstep: Class 7 contains 103504 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93845 members 
Mstep: Class 10 contains 106149 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162070 members 
Mstep: Class 15 contains 187661 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 58397 members 
Mstep: Class 18 contains 166970 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14536 members 
Mstep: Class 21 contains 164220 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 88616.031250
Iteration 338Q: 26 clusters Score -1.947398e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228258 members 
Mstep: Class 4 contains 167792 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22795 members 
Mstep: Class 7 contains 103513 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93848 members 
Mstep: Class 10 contains 106149 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162068 members 
Mstep: Class 15 contains 187671 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 58395 members 
Mstep: Class 18 contains 166976 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14531 members 
Mstep: Class 21 contains 164217 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739904.000000 Penalty: 88616.031250
Iteration 339Q: 26 clusters Score -1.947399e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228246 members 
Mstep: Class 4 contains 167796 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22814 members 
Mstep: Class 7 contains 103522 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93856 members 
Mstep: Class 10 contains 106148 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162062 members 
Mstep: Class 15 contains 187672 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 58392 members 
Mstep: Class 18 contains 166992 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14528 members 
Mstep: Class 21 contains 164207 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 88616.031250
Iteration 340F: 26 clusters Score -1.947401e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228245 members 
Mstep: Class 4 contains 167794 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22835 members 
Mstep: Class 7 contains 103530 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93861 members 
Mstep: Class 10 contains 106149 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162060 members 
Mstep: Class 15 contains 187674 members 
Mstep: Class 16 contains 6398 members 
Mstep: Class 17 contains 58389 members 
Mstep: Class 18 contains 167001 members 
Mstep: Class 19 contains 12000 members 
Mstep: Class 20 contains 14523 members 
Mstep: Class 21 contains 164203 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739856.000000 Penalty: 88616.031250
Iteration 341Q: 26 clusters Score -1.947399e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228244 members 
Mstep: Class 4 contains 167790 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22855 members 
Mstep: Class 7 contains 103534 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93865 members 
Mstep: Class 10 contains 106154 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162058 members 
Mstep: Class 15 contains 187679 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 167007 members 
Mstep: Class 19 contains 11999 members 
Mstep: Class 20 contains 14518 members 
Mstep: Class 21 contains 164196 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739936.000000 Penalty: 88616.031250
Iteration 342Q: 26 clusters Score -1.947399e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228232 members 
Mstep: Class 4 contains 167791 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22874 members 
Mstep: Class 7 contains 103539 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93871 members 
Mstep: Class 10 contains 106160 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3151 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 162055 members 
Mstep: Class 15 contains 187681 members 
Mstep: Class 16 contains 6373 members 
Mstep: Class 17 contains 58380 members 
Mstep: Class 18 contains 167010 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 14515 members 
Mstep: Class 21 contains 164190 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 343Q: 26 clusters Score -1.9474e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 228238 members 
Mstep: Class 4 contains 167788 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22887 members 
Mstep: Class 7 contains 103539 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93872 members 
Mstep: Class 10 contains 106168 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 162050 members 
Mstep: Class 15 contains 187691 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 58385 members 
Mstep: Class 18 contains 167012 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 14509 members 
Mstep: Class 21 contains 164187 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 344Q: 26 clusters Score -1.947399e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228246 members 
Mstep: Class 4 contains 167782 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22895 members 
Mstep: Class 7 contains 103542 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93872 members 
Mstep: Class 10 contains 106171 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3146 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 162056 members 
Mstep: Class 15 contains 187690 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 167017 members 
Mstep: Class 19 contains 11996 members 
Mstep: Class 20 contains 14505 members 
Mstep: Class 21 contains 164185 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 345Q: 26 clusters Score -1.947401e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228248 members 
Mstep: Class 4 contains 167778 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22911 members 
Mstep: Class 7 contains 103546 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93867 members 
Mstep: Class 10 contains 106172 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 162053 members 
Mstep: Class 15 contains 187695 members 
Mstep: Class 16 contains 6316 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 167015 members 
Mstep: Class 19 contains 11997 members 
Mstep: Class 20 contains 14501 members 
Mstep: Class 21 contains 164192 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 346Q: 26 clusters Score -1.9474e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228263 members 
Mstep: Class 4 contains 167778 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22922 members 
Mstep: Class 7 contains 103549 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93863 members 
Mstep: Class 10 contains 106179 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 6613 members 
Mstep: Class 14 contains 162046 members 
Mstep: Class 15 contains 187688 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 17 contains 58388 members 
Mstep: Class 18 contains 167013 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 14495 members 
Mstep: Class 21 contains 164192 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 88616.031250
Iteration 347Q: 26 clusters Score -1.947402e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228266 members 
Mstep: Class 4 contains 167776 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22934 members 
Mstep: Class 7 contains 103551 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93863 members 
Mstep: Class 10 contains 106187 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 6615 members 
Mstep: Class 14 contains 162042 members 
Mstep: Class 15 contains 187687 members 
Mstep: Class 16 contains 6289 members 
Mstep: Class 17 contains 58387 members 
Mstep: Class 18 contains 167015 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 14493 members 
Mstep: Class 21 contains 164191 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740304.000000 Penalty: 88616.031250
Iteration 348Q: 26 clusters Score -1.947403e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228277 members 
Mstep: Class 4 contains 167778 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22948 members 
Mstep: Class 7 contains 103551 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93863 members 
Mstep: Class 10 contains 106186 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162040 members 
Mstep: Class 15 contains 187693 members 
Mstep: Class 16 contains 6265 members 
Mstep: Class 17 contains 58385 members 
Mstep: Class 18 contains 167013 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 14493 members 
Mstep: Class 21 contains 164191 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740432.000000 Penalty: 88616.031250
Iteration 349Q: 26 clusters Score -1.947404e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228275 members 
Mstep: Class 4 contains 167777 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22968 members 
Mstep: Class 7 contains 103560 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93869 members 
Mstep: Class 10 contains 106182 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162038 members 
Mstep: Class 15 contains 187711 members 
Mstep: Class 16 contains 6234 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 167016 members 
Mstep: Class 19 contains 11999 members 
Mstep: Class 20 contains 14486 members 
Mstep: Class 21 contains 164186 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740288.000000 Penalty: 88616.031250
Iteration 350Q: 26 clusters Score -1.947403e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228279 members 
Mstep: Class 4 contains 167780 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22980 members 
Mstep: Class 7 contains 103566 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93874 members 
Mstep: Class 10 contains 106177 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162042 members 
Mstep: Class 15 contains 187720 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 58387 members 
Mstep: Class 18 contains 167010 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 20 contains 14482 members 
Mstep: Class 21 contains 164185 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 88616.031250
Iteration 351Q: 26 clusters Score -1.947401e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228278 members 
Mstep: Class 4 contains 167780 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 22993 members 
Mstep: Class 7 contains 103569 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93878 members 
Mstep: Class 10 contains 106179 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162051 members 
Mstep: Class 15 contains 187742 members 
Mstep: Class 16 contains 6177 members 
Mstep: Class 17 contains 58385 members 
Mstep: Class 18 contains 167003 members 
Mstep: Class 19 contains 11999 members 
Mstep: Class 20 contains 14478 members 
Mstep: Class 21 contains 164180 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 352Q: 26 clusters Score -1.947401e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228282 members 
Mstep: Class 4 contains 167774 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23000 members 
Mstep: Class 7 contains 103571 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93882 members 
Mstep: Class 10 contains 106185 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187747 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 167008 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14477 members 
Mstep: Class 21 contains 164183 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739920.000000 Penalty: 88616.031250
Iteration 353Q: 26 clusters Score -1.947399e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228291 members 
Mstep: Class 4 contains 167775 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23001 members 
Mstep: Class 7 contains 103572 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93892 members 
Mstep: Class 10 contains 106189 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162051 members 
Mstep: Class 15 contains 187751 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 167019 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14476 members 
Mstep: Class 21 contains 164183 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740144.000000 Penalty: 88616.031250
Iteration 354Q: 26 clusters Score -1.947401e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228289 members 
Mstep: Class 4 contains 167770 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23010 members 
Mstep: Class 7 contains 103571 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93905 members 
Mstep: Class 10 contains 106192 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162056 members 
Mstep: Class 15 contains 187752 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 58380 members 
Mstep: Class 18 contains 167027 members 
Mstep: Class 19 contains 12000 members 
Mstep: Class 20 contains 14473 members 
Mstep: Class 21 contains 164184 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740240.000000 Penalty: 88616.031250
Iteration 355Q: 26 clusters Score -1.947402e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228292 members 
Mstep: Class 4 contains 167766 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 103576 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93904 members 
Mstep: Class 10 contains 106191 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162056 members 
Mstep: Class 15 contains 187759 members 
Mstep: Class 16 contains 6074 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 167029 members 
Mstep: Class 19 contains 12000 members 
Mstep: Class 20 contains 14467 members 
Mstep: Class 21 contains 164184 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740240.000000 Penalty: 88616.031250
Iteration 356Q: 26 clusters Score -1.947402e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90498 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228288 members 
Mstep: Class 4 contains 167768 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23029 members 
Mstep: Class 7 contains 103578 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93903 members 
Mstep: Class 10 contains 106192 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162053 members 
Mstep: Class 15 contains 187757 members 
Mstep: Class 16 contains 6064 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 167036 members 
Mstep: Class 19 contains 12000 members 
Mstep: Class 20 contains 14464 members 
Mstep: Class 21 contains 164191 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 357Q: 26 clusters Score -1.9474e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228287 members 
Mstep: Class 4 contains 167771 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23036 members 
Mstep: Class 7 contains 103579 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93901 members 
Mstep: Class 10 contains 106197 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187756 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 167044 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14463 members 
Mstep: Class 21 contains 164186 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740112.000000 Penalty: 88616.031250
Iteration 358Q: 26 clusters Score -1.947401e+08 nChanged 117
Entering ConstructFrom: 
Score: -194740112.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Entering Unmasked Estep 
Score: -11239489.000000 Penalty: 2830.449951
	Iteration 0F: 2 clusters Score -1.123949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -11179134.000000 Penalty: 5660.899902
	Iteration 0F: 3 clusters Score -1.117913e+07 nChanged 42475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -11203228.000000 Penalty: 5660.899902
	Iteration 1F: 3 clusters Score -1.120323e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -11204025.000000 Penalty: 5660.899902
	Iteration 2Q: 3 clusters Score -1.120402e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -11204740.000000 Penalty: 5660.899902
	Iteration 3Q: 3 clusters Score -1.120474e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -11205431.000000 Penalty: 5660.899902
	Iteration 4Q: 3 clusters Score -1.120543e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -11206131.000000 Penalty: 5660.899902
	Iteration 5Q: 3 clusters Score -1.120613e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -11206995.000000 Penalty: 5660.899902
	Iteration 6Q: 3 clusters Score -1.1207e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -11208114.000000 Penalty: 5660.899902
	Iteration 7Q: 3 clusters Score -1.120811e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -11209635.000000 Penalty: 5660.899902
	Iteration 8Q: 3 clusters Score -1.120964e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -11211587.000000 Penalty: 5660.899902
	Iteration 9Q: 3 clusters Score -1.121159e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -11214548.000000 Penalty: 5660.899902
	Iteration 10F: 3 clusters Score -1.121455e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -11218514.000000 Penalty: 5660.899902
	Iteration 11F: 3 clusters Score -1.121851e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -11223242.000000 Penalty: 5660.899902
	Iteration 12F: 3 clusters Score -1.122324e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -11228132.000000 Penalty: 5660.899902
	Iteration 13F: 3 clusters Score -1.122813e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -11232029.000000 Penalty: 5660.899902
	Iteration 14Q: 3 clusters Score -1.123203e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -11234389.000000 Penalty: 5660.899902
	Iteration 15Q: 3 clusters Score -1.123439e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -11235661.000000 Penalty: 5660.899902
	Iteration 16Q: 3 clusters Score -1.123566e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -11236285.000000 Penalty: 5660.899902
	Iteration 17Q: 3 clusters Score -1.123628e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -11236625.000000 Penalty: 5660.899902
	Iteration 18Q: 3 clusters Score -1.123662e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -11236766.000000 Penalty: 5660.899902
	Iteration 19Q: 3 clusters Score -1.123677e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -11236841.000000 Penalty: 5660.899902
	Iteration 20F: 3 clusters Score -1.123684e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -11236914.000000 Penalty: 5660.899902
	Iteration 21Q: 3 clusters Score -1.123691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -11236949.000000 Penalty: 5660.899902
	Iteration 22Q: 3 clusters Score -1.123695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -11236970.000000 Penalty: 5660.899902
	Iteration 23Q: 3 clusters Score -1.123697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -11236983.000000 Penalty: 5660.899902
	Iteration 24Q: 3 clusters Score -1.123698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -11236997.000000 Penalty: 5660.899902
	Iteration 25Q: 3 clusters Score -1.1237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -11237016.000000 Penalty: 5660.899902
	Iteration 26Q: 3 clusters Score -1.123702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -11237022.000000 Penalty: 5660.899902
	Iteration 27Q: 3 clusters Score -1.123702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -11237019.000000 Penalty: 5660.899902
	Iteration 28Q: 3 clusters Score -1.123702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -11237026.000000 Penalty: 5660.899902
	Iteration 29Q: 3 clusters Score -1.123703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 90075 members 
Entering Unmasked Estep 
Score: -11237034.000000 Penalty: 5660.899902
	Iteration 30Q: 3 clusters Score -1.123703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 90083 members 
Entering Unmasked Estep 
Score: -11237053.000000 Penalty: 5660.899902
	Iteration 31Q: 3 clusters Score -1.123705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -11237055.000000 Penalty: 5660.899902
	Iteration 32Q: 3 clusters Score -1.123706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 90090 members 
Entering Unmasked Estep 
Score: -11237074.000000 Penalty: 5660.899902
	Iteration 33Q: 3 clusters Score -1.123707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -11237073.000000 Penalty: 5660.899902
	Iteration 34Q: 3 clusters Score -1.123707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -11237073.000000 Penalty: 5660.899902
	Iteration 35Q: 3 clusters Score -1.123707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -11237073.000000 Penalty: 5660.899902
	Iteration 36Q: 3 clusters Score -1.123707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -11237074.000000 Penalty: 5660.899902
	Iteration 37Q: 3 clusters Score -1.123707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -11237074.000000 Penalty: 5660.899902
	Iteration 38F: 3 clusters Score -1.123707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -110654.625000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -110654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -108756.757812 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -108756.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109194.546875 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -109194.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109426.070312 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -109426.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109539.195312 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -109539.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -109600.335938 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -109600.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109646.890625 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -109646.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109675.093750 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -109675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109693.343750 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -109693.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109712.359375 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -109712.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109729.617188 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -109729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109744.562500 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -109744.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109760.898438 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -109760.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109792.960938 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -109793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109827.671875 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -109827.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109861.171875 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -109861.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109906.906250 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -109906.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109974.867188 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -109974.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110065.796875 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -110065.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110174.734375 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -110174.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110259.460938 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -110259.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -110374.757812 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -110374.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110458.187500 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -110458.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110540.695312 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -110540.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -110565.960938 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -110566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -110573.726562 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -110573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110576.742188 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -110576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110576.742188 Penalty: 3459.341553
	Iteration 26F: 3 clusters Score -110576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (228282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228282 members 
Entering Unmasked Estep 
Score: -28120194.000000 Penalty: 3059.907471
	Iteration 0F: 2 clusters Score -2.812019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114080 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -27977620.000000 Penalty: 6119.814941
	Iteration 0F: 3 clusters Score -2.797762e+07 nChanged 110125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112151 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -28041636.000000 Penalty: 6119.814941
	Iteration 1F: 3 clusters Score -2.804164e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -28042494.000000 Penalty: 6119.814941
	Iteration 2Q: 3 clusters Score -2.804249e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 118295 members 
Entering Unmasked Estep 
Score: -28043374.000000 Penalty: 6119.814941
	Iteration 3Q: 3 clusters Score -2.804337e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 120236 members 
Entering Unmasked Estep 
Score: -28044322.000000 Penalty: 6119.814941
	Iteration 4Q: 3 clusters Score -2.804432e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -28045536.000000 Penalty: 6119.814941
	Iteration 5Q: 3 clusters Score -2.804554e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 127819 members 
Entering Unmasked Estep 
Score: -28047012.000000 Penalty: 6119.814941
	Iteration 6Q: 3 clusters Score -2.804701e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 134870 members 
Entering Unmasked Estep 
Score: -28049610.000000 Penalty: 6119.814941
	Iteration 7Q: 3 clusters Score -2.804961e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 145419 members 
Entering Unmasked Estep 
Score: -28054848.000000 Penalty: 6119.814941
	Iteration 8Q: 3 clusters Score -2.805485e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 160215 members 
Entering Unmasked Estep 
Score: -28063908.000000 Penalty: 6119.814941
	Iteration 9F: 3 clusters Score -2.806391e+07 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 178619 members 
Entering Unmasked Estep 
Score: -28076792.000000 Penalty: 6119.814941
	Iteration 10F: 3 clusters Score -2.807679e+07 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 197519 members 
Entering Unmasked Estep 
Score: -28090746.000000 Penalty: 6119.814941
	Iteration 11F: 3 clusters Score -2.809075e+07 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 212180 members 
Entering Unmasked Estep 
Score: -28102502.000000 Penalty: 6119.814941
	Iteration 12F: 3 clusters Score -2.81025e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 220699 members 
Entering Unmasked Estep 
Score: -28109800.000000 Penalty: 6119.814941
	Iteration 13Q: 3 clusters Score -2.81098e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 224681 members 
Entering Unmasked Estep 
Score: -28113494.000000 Penalty: 6119.814941
	Iteration 14Q: 3 clusters Score -2.811349e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 226503 members 
Entering Unmasked Estep 
Score: -28115372.000000 Penalty: 6119.814941
	Iteration 15Q: 3 clusters Score -2.811537e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 227279 members 
Entering Unmasked Estep 
Score: -28116398.000000 Penalty: 6119.814941
	Iteration 16Q: 3 clusters Score -2.81164e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 227621 members 
Entering Unmasked Estep 
Score: -28116850.000000 Penalty: 6119.814941
	Iteration 17Q: 3 clusters Score -2.811685e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 227750 members 
Entering Unmasked Estep 
Score: -28117058.000000 Penalty: 6119.814941
	Iteration 18Q: 3 clusters Score -2.811706e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 227815 members 
Entering Unmasked Estep 
Score: -28117146.000000 Penalty: 6119.814941
	Iteration 19Q: 3 clusters Score -2.811715e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 227853 members 
Entering Unmasked Estep 
Score: -28117216.000000 Penalty: 6119.814941
	Iteration 20F: 3 clusters Score -2.811722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -28117240.000000 Penalty: 6119.814941
	Iteration 21Q: 3 clusters Score -2.811724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 227888 members 
Entering Unmasked Estep 
Score: -28117258.000000 Penalty: 6119.814941
	Iteration 22Q: 3 clusters Score -2.811726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -28117272.000000 Penalty: 6119.814941
	Iteration 23Q: 3 clusters Score -2.811727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 227898 members 
Entering Unmasked Estep 
Score: -28117272.000000 Penalty: 6119.814941
	Iteration 24Q: 3 clusters Score -2.811727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 227901 members 
Entering Unmasked Estep 
Score: -28117292.000000 Penalty: 6119.814941
	Iteration 25Q: 3 clusters Score -2.811729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 227900 members 
Entering Unmasked Estep 
Score: -28117310.000000 Penalty: 6119.814941
	Iteration 26Q: 3 clusters Score -2.811731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 227905 members 
Entering Unmasked Estep 
Score: -28117296.000000 Penalty: 6119.814941
	Iteration 27Q: 3 clusters Score -2.81173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 227904 members 
Entering Unmasked Estep 
Score: -28117294.000000 Penalty: 6119.814941
	Iteration 28Q: 3 clusters Score -2.811729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 227904 members 
Entering Unmasked Estep 
Score: -28117294.000000 Penalty: 6119.814941
	Iteration 29F: 3 clusters Score -2.811729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Entering Unmasked Estep 
Score: -20722894.000000 Penalty: 2983.531006
	Iteration 0F: 2 clusters Score -2.072289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -20612730.000000 Penalty: 5967.062012
	Iteration 0F: 3 clusters Score -2.061273e+07 nChanged 80572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -20660184.000000 Penalty: 5967.062012
	Iteration 1F: 3 clusters Score -2.066018e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -20661662.000000 Penalty: 5967.062012
	Iteration 2Q: 3 clusters Score -2.066166e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -20663622.000000 Penalty: 5967.062012
	Iteration 3Q: 3 clusters Score -2.066362e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -20666810.000000 Penalty: 5967.062012
	Iteration 4Q: 3 clusters Score -2.066681e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 96854 members 
Entering Unmasked Estep 
Score: -20671002.000000 Penalty: 5967.062012
	Iteration 5Q: 3 clusters Score -2.0671e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -20676264.000000 Penalty: 5967.062012
	Iteration 6F: 3 clusters Score -2.067626e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61140 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
Score: -20682288.000000 Penalty: 5967.062012
	Iteration 7F: 3 clusters Score -2.068229e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 112578 members 
Entering Unmasked Estep 
Score: -20688134.000000 Penalty: 5967.062012
	Iteration 8F: 3 clusters Score -2.068813e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 118472 members 
Entering Unmasked Estep 
Score: -20692942.000000 Penalty: 5967.062012
	Iteration 9F: 3 clusters Score -2.069294e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -20697248.000000 Penalty: 5967.062012
	Iteration 10Q: 3 clusters Score -2.069725e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 129620 members 
Entering Unmasked Estep 
Score: -20700816.000000 Penalty: 5967.062012
	Iteration 11Q: 3 clusters Score -2.070082e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -20703742.000000 Penalty: 5967.062012
	Iteration 12Q: 3 clusters Score -2.070374e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 139528 members 
Entering Unmasked Estep 
Score: -20706398.000000 Penalty: 5967.062012
	Iteration 13Q: 3 clusters Score -2.07064e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 144173 members 
Entering Unmasked Estep 
Score: -20709096.000000 Penalty: 5967.062012
	Iteration 14Q: 3 clusters Score -2.07091e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 148515 members 
Entering Unmasked Estep 
Score: -20711554.000000 Penalty: 5967.062012
	Iteration 15Q: 3 clusters Score -2.071155e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 152542 members 
Entering Unmasked Estep 
Score: -20713550.000000 Penalty: 5967.062012
	Iteration 16Q: 3 clusters Score -2.071355e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 156123 members 
Entering Unmasked Estep 
Score: -20715252.000000 Penalty: 5967.062012
	Iteration 17Q: 3 clusters Score -2.071525e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 159183 members 
Entering Unmasked Estep 
Score: -20716782.000000 Penalty: 5967.062012
	Iteration 18Q: 3 clusters Score -2.071678e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 161590 members 
Entering Unmasked Estep 
Score: -20717932.000000 Penalty: 5967.062012
	Iteration 19Q: 3 clusters Score -2.071793e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -20718710.000000 Penalty: 5967.062012
	Iteration 20F: 3 clusters Score -2.071871e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -20719326.000000 Penalty: 5967.062012
	Iteration 21Q: 3 clusters Score -2.071933e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -20719714.000000 Penalty: 5967.062012
	Iteration 22Q: 3 clusters Score -2.071971e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -20720000.000000 Penalty: 5967.062012
	Iteration 23Q: 3 clusters Score -2.072e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -20720126.000000 Penalty: 5967.062012
	Iteration 24Q: 3 clusters Score -2.072013e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 166444 members 
Entering Unmasked Estep 
Score: -20720252.000000 Penalty: 5967.062012
	Iteration 25Q: 3 clusters Score -2.072025e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -20720336.000000 Penalty: 5967.062012
	Iteration 26Q: 3 clusters Score -2.072034e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 166663 members 
Entering Unmasked Estep 
Score: -20720336.000000 Penalty: 5967.062012
	Iteration 27Q: 3 clusters Score -2.072034e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -20720396.000000 Penalty: 5967.062012
	Iteration 28Q: 3 clusters Score -2.07204e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -20720410.000000 Penalty: 5967.062012
	Iteration 29Q: 3 clusters Score -2.072041e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 166823 members 
Entering Unmasked Estep 
Score: -20720434.000000 Penalty: 5967.062012
	Iteration 30Q: 3 clusters Score -2.072043e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -20720446.000000 Penalty: 5967.062012
	Iteration 31Q: 3 clusters Score -2.072045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -20720446.000000 Penalty: 5967.062012
	Iteration 32Q: 3 clusters Score -2.072045e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -20720474.000000 Penalty: 5967.062012
	Iteration 33Q: 3 clusters Score -2.072047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -20720464.000000 Penalty: 5967.062012
	Iteration 34Q: 3 clusters Score -2.072046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 166957 members 
Entering Unmasked Estep 
Score: -20720490.000000 Penalty: 5967.062012
	Iteration 35Q: 3 clusters Score -2.072049e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 166968 members 
Entering Unmasked Estep 
Score: -20720498.000000 Penalty: 5967.062012
	Iteration 36Q: 3 clusters Score -2.07205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 166974 members 
Entering Unmasked Estep 
Score: -20720492.000000 Penalty: 5967.062012
	Iteration 37Q: 3 clusters Score -2.072049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -20720520.000000 Penalty: 5967.062012
	Iteration 38Q: 3 clusters Score -2.072052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 166986 members 
Entering Unmasked Estep 
Score: -20720530.000000 Penalty: 5967.062012
	Iteration 39Q: 3 clusters Score -2.072053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -20720542.000000 Penalty: 5967.062012
	Iteration 40F: 3 clusters Score -2.072054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 166994 members 
Entering Unmasked Estep 
Score: -20720532.000000 Penalty: 5967.062012
	Iteration 41Q: 3 clusters Score -2.072053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -20720540.000000 Penalty: 5967.062012
	Iteration 42Q: 3 clusters Score -2.072054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -20720534.000000 Penalty: 5967.062012
	Iteration 43Q: 3 clusters Score -2.072053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 167006 members 
Entering Unmasked Estep 
Score: -20720526.000000 Penalty: 5967.062012
	Iteration 44Q: 3 clusters Score -2.072053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -20720530.000000 Penalty: 5967.062012
	Iteration 45Q: 3 clusters Score -2.072053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -20720534.000000 Penalty: 5967.062012
	Iteration 46Q: 3 clusters Score -2.072053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -20720522.000000 Penalty: 5967.062012
	Iteration 47Q: 3 clusters Score -2.072052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -20720544.000000 Penalty: 5967.062012
	Iteration 48Q: 3 clusters Score -2.072054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 167017 members 
Entering Unmasked Estep 
Score: -20720548.000000 Penalty: 5967.062012
	Iteration 49Q: 3 clusters Score -2.072055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 167018 members 
Entering Unmasked Estep 
Score: -20720542.000000 Penalty: 5967.062012
	Iteration 50Q: 3 clusters Score -2.072054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 167018 members 
Entering Unmasked Estep 
Score: -20720542.000000 Penalty: 5967.062012
	Iteration 51F: 3 clusters Score -2.072054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -90207.804688 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -90207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88490.843750 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -88490.84 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88789.179688 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -88789.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88880.484375 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -88880.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88935.382812 Penalty: 3325.996826
	Iteration 3Q: 3 clusters Score -88935.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88956.382812 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -88956.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88971.257812 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -88971.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88993.828125 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -88993.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89010.921875 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -89010.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89030.765625 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -89030.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89056.687500 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -89056.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89077.046875 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -89077.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89088.765625 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -89088.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89097.140625 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -89097.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89100.296875 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -89100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89103.093750 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -89103.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89110.257812 Penalty: 3325.996826
	Iteration 15Q: 3 clusters Score -89110.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89121.210938 Penalty: 3325.996826
	Iteration 16Q: 3 clusters Score -89121.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89138.773438 Penalty: 3325.996826
	Iteration 17Q: 3 clusters Score -89138.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89156.257812 Penalty: 3325.996826
	Iteration 18Q: 3 clusters Score -89156.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89167.421875 Penalty: 3325.996826
	Iteration 19Q: 3 clusters Score -89167.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89177.109375 Penalty: 3325.996826
	Iteration 20F: 3 clusters Score -89177.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89184.921875 Penalty: 3325.996826
	Iteration 21Q: 3 clusters Score -89184.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89191.312500 Penalty: 3325.996826
	Iteration 22Q: 3 clusters Score -89191.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89195.039062 Penalty: 3325.996826
	Iteration 23Q: 3 clusters Score -89195.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89197.710938 Penalty: 3325.996826
	Iteration 24Q: 3 clusters Score -89197.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89203.328125 Penalty: 3325.996826
	Iteration 25Q: 3 clusters Score -89203.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89205.679688 Penalty: 3325.996826
	Iteration 26Q: 3 clusters Score -89205.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89207.757812 Penalty: 3325.996826
	Iteration 27Q: 3 clusters Score -89207.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89210.226562 Penalty: 3325.996826
	Iteration 28Q: 3 clusters Score -89210.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89210.226562 Penalty: 3325.996826
	Iteration 29F: 3 clusters Score -89210.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Entering Unmasked Estep 
Score: -2807855.500000 Penalty: 2491.167480
	Iteration 0F: 2 clusters Score -2807856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2791752.750000 Penalty: 4982.334961
	Iteration 0F: 3 clusters Score -2791753 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2797218.250000 Penalty: 4982.334961
	Iteration 1F: 3 clusters Score -2797218 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2797533.000000 Penalty: 4982.334961
	Iteration 2Q: 3 clusters Score -2797533 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2797817.500000 Penalty: 4982.334961
	Iteration 3Q: 3 clusters Score -2797818 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2798075.000000 Penalty: 4982.334961
	Iteration 4Q: 3 clusters Score -2798075 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2798336.250000 Penalty: 4982.334961
	Iteration 5Q: 3 clusters Score -2798336 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2798603.250000 Penalty: 4982.334961
	Iteration 6Q: 3 clusters Score -2798603 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2798943.750000 Penalty: 4982.334961
	Iteration 7Q: 3 clusters Score -2798944 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2799395.000000 Penalty: 4982.334961
	Iteration 8Q: 3 clusters Score -2799395 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2800037.250000 Penalty: 4982.334961
	Iteration 9Q: 3 clusters Score -2800037 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2800808.250000 Penalty: 4982.334961
	Iteration 10F: 3 clusters Score -2800808 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2801683.750000 Penalty: 4982.334961
	Iteration 11F: 3 clusters Score -2801684 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2802617.000000 Penalty: 4982.334961
	Iteration 12F: 3 clusters Score -2802617 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2803390.750000 Penalty: 4982.334961
	Iteration 13Q: 3 clusters Score -2803391 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2803994.500000 Penalty: 4982.334961
	Iteration 14Q: 3 clusters Score -2803994 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2804435.500000 Penalty: 4982.334961
	Iteration 15Q: 3 clusters Score -2804436 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2804765.750000 Penalty: 4982.334961
	Iteration 16Q: 3 clusters Score -2804766 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2805007.000000 Penalty: 4982.334961
	Iteration 17Q: 3 clusters Score -2805007 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2805192.000000 Penalty: 4982.334961
	Iteration 18Q: 3 clusters Score -2805192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2805316.500000 Penalty: 4982.334961
	Iteration 19Q: 3 clusters Score -2805316 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2805418.250000 Penalty: 4982.334961
	Iteration 20F: 3 clusters Score -2805418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2805486.000000 Penalty: 4982.334961
	Iteration 21Q: 3 clusters Score -2805486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2805538.750000 Penalty: 4982.334961
	Iteration 22Q: 3 clusters Score -2805539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2805579.500000 Penalty: 4982.334961
	Iteration 23Q: 3 clusters Score -2805580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2805614.250000 Penalty: 4982.334961
	Iteration 24Q: 3 clusters Score -2805614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2805644.500000 Penalty: 4982.334961
	Iteration 25Q: 3 clusters Score -2805644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2805668.250000 Penalty: 4982.334961
	Iteration 26Q: 3 clusters Score -2805668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2805680.250000 Penalty: 4982.334961
	Iteration 27Q: 3 clusters Score -2805680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2805692.500000 Penalty: 4982.334961
	Iteration 28Q: 3 clusters Score -2805692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2805702.250000 Penalty: 4982.334961
	Iteration 29Q: 3 clusters Score -2805702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2805712.750000 Penalty: 4982.334961
	Iteration 30Q: 3 clusters Score -2805713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2805715.000000 Penalty: 4982.334961
	Iteration 31Q: 3 clusters Score -2805715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2805718.750000 Penalty: 4982.334961
	Iteration 32Q: 3 clusters Score -2805719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2805719.500000 Penalty: 4982.334961
	Iteration 33Q: 3 clusters Score -2805720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2805721.250000 Penalty: 4982.334961
	Iteration 34Q: 3 clusters Score -2805721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2805731.500000 Penalty: 4982.334961
	Iteration 35Q: 3 clusters Score -2805732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2805739.750000 Penalty: 4982.334961
	Iteration 36Q: 3 clusters Score -2805740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2805742.250000 Penalty: 4982.334961
	Iteration 37Q: 3 clusters Score -2805742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2805744.000000 Penalty: 4982.334961
	Iteration 38Q: 3 clusters Score -2805744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2805747.750000 Penalty: 4982.334961
	Iteration 39Q: 3 clusters Score -2805748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2805753.250000 Penalty: 4982.334961
	Iteration 40F: 3 clusters Score -2805753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2805761.250000 Penalty: 4982.334961
	Iteration 41Q: 3 clusters Score -2805761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2805763.000000 Penalty: 4982.334961
	Iteration 42Q: 3 clusters Score -2805763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2805763.500000 Penalty: 4982.334961
	Iteration 43Q: 3 clusters Score -2805764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2805764.750000 Penalty: 4982.334961
	Iteration 44Q: 3 clusters Score -2805765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2805764.000000 Penalty: 4982.334961
	Iteration 45Q: 3 clusters Score -2805764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2805767.500000 Penalty: 4982.334961
	Iteration 46Q: 3 clusters Score -2805768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2805767.500000 Penalty: 4982.334961
	Iteration 47F: 3 clusters Score -2805768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103584 members 
Entering Unmasked Estep 
Score: -12879675.000000 Penalty: 2863.938477
	Iteration 0F: 2 clusters Score -1.287968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -12810737.000000 Penalty: 5727.876953
	Iteration 0F: 3 clusters Score -1.281074e+07 nChanged 48801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -12838898.000000 Penalty: 5727.876953
	Iteration 1F: 3 clusters Score -1.28389e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -12839694.000000 Penalty: 5727.876953
	Iteration 2Q: 3 clusters Score -1.283969e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -12840761.000000 Penalty: 5727.876953
	Iteration 3Q: 3 clusters Score -1.284076e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -12842292.000000 Penalty: 5727.876953
	Iteration 4Q: 3 clusters Score -1.284229e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -12844833.000000 Penalty: 5727.876953
	Iteration 5F: 3 clusters Score -1.284483e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -12849238.000000 Penalty: 5727.876953
	Iteration 6F: 3 clusters Score -1.284924e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -12855891.000000 Penalty: 5727.876953
	Iteration 7F: 3 clusters Score -1.285589e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -12863911.000000 Penalty: 5727.876953
	Iteration 8F: 3 clusters Score -1.286391e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -12870466.000000 Penalty: 5727.876953
	Iteration 9F: 3 clusters Score -1.287047e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -12874125.000000 Penalty: 5727.876953
	Iteration 10Q: 3 clusters Score -1.287412e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -12875887.000000 Penalty: 5727.876953
	Iteration 11Q: 3 clusters Score -1.287589e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100812 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -12876684.000000 Penalty: 5727.876953
	Iteration 12Q: 3 clusters Score -1.287668e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101141 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -12876981.000000 Penalty: 5727.876953
	Iteration 13Q: 3 clusters Score -1.287698e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -12877131.000000 Penalty: 5727.876953
	Iteration 14Q: 3 clusters Score -1.287713e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101484 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12877230.000000 Penalty: 5727.876953
	Iteration 15Q: 3 clusters Score -1.287723e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -12877272.000000 Penalty: 5727.876953
	Iteration 16Q: 3 clusters Score -1.287727e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101675 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -12877348.000000 Penalty: 5727.876953
	Iteration 17Q: 3 clusters Score -1.287735e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12877397.000000 Penalty: 5727.876953
	Iteration 18Q: 3 clusters Score -1.28774e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12877417.000000 Penalty: 5727.876953
	Iteration 19Q: 3 clusters Score -1.287742e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -12877453.000000 Penalty: 5727.876953
	Iteration 20F: 3 clusters Score -1.287745e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12877452.000000 Penalty: 5727.876953
	Iteration 21Q: 3 clusters Score -1.287745e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -12877443.000000 Penalty: 5727.876953
	Iteration 22Q: 3 clusters Score -1.287744e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12877473.000000 Penalty: 5727.876953
	Iteration 23Q: 3 clusters Score -1.287747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -12877483.000000 Penalty: 5727.876953
	Iteration 24Q: 3 clusters Score -1.287748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12877485.000000 Penalty: 5727.876953
	Iteration 25Q: 3 clusters Score -1.287748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -12877490.000000 Penalty: 5727.876953
	Iteration 26Q: 3 clusters Score -1.287749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12877490.000000 Penalty: 5727.876953
	Iteration 27Q: 3 clusters Score -1.287749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12877501.000000 Penalty: 5727.876953
	Iteration 28Q: 3 clusters Score -1.28775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12877506.000000 Penalty: 5727.876953
	Iteration 29Q: 3 clusters Score -1.287751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12877515.000000 Penalty: 5727.876953
	Iteration 30Q: 3 clusters Score -1.287752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12877512.000000 Penalty: 5727.876953
	Iteration 31Q: 3 clusters Score -1.287751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12877508.000000 Penalty: 5727.876953
	Iteration 32Q: 3 clusters Score -1.287751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12877517.000000 Penalty: 5727.876953
	Iteration 33Q: 3 clusters Score -1.287752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -12877511.000000 Penalty: 5727.876953
	Iteration 34Q: 3 clusters Score -1.287751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12877518.000000 Penalty: 5727.876953
	Iteration 35Q: 3 clusters Score -1.287752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -12877543.000000 Penalty: 5727.876953
	Iteration 36Q: 3 clusters Score -1.287754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -12877544.000000 Penalty: 5727.876953
	Iteration 37Q: 3 clusters Score -1.287754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12877531.000000 Penalty: 5727.876953
	Iteration 38Q: 3 clusters Score -1.287753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12877531.000000 Penalty: 5727.876953
	Iteration 39Q: 3 clusters Score -1.287753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12877541.000000 Penalty: 5727.876953
	Iteration 40F: 3 clusters Score -1.287754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12877556.000000 Penalty: 5727.876953
	Iteration 41Q: 3 clusters Score -1.287756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12877552.000000 Penalty: 5727.876953
	Iteration 42Q: 3 clusters Score -1.287755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -12877551.000000 Penalty: 5727.876953
	Iteration 43Q: 3 clusters Score -1.287755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12877552.000000 Penalty: 5727.876953
	Iteration 44Q: 3 clusters Score -1.287755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -12877557.000000 Penalty: 5727.876953
	Iteration 45Q: 3 clusters Score -1.287756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12877569.000000 Penalty: 5727.876953
	Iteration 46Q: 3 clusters Score -1.287757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -12877570.000000 Penalty: 5727.876953
	Iteration 47Q: 3 clusters Score -1.287757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12877569.000000 Penalty: 5727.876953
	Iteration 48Q: 3 clusters Score -1.287757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102142 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -12877580.000000 Penalty: 5727.876953
	Iteration 49Q: 3 clusters Score -1.287758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102145 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -12877582.000000 Penalty: 5727.876953
	Iteration 50Q: 3 clusters Score -1.287758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12877582.000000 Penalty: 5727.876953
	Iteration 51Q: 3 clusters Score -1.287758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102157 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -12877584.000000 Penalty: 5727.876953
	Iteration 52Q: 3 clusters Score -1.287758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12877589.000000 Penalty: 5727.876953
	Iteration 53Q: 3 clusters Score -1.287759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12877585.000000 Penalty: 5727.876953
	Iteration 54Q: 3 clusters Score -1.287758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12877588.000000 Penalty: 5727.876953
	Iteration 55Q: 3 clusters Score -1.287759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -12877591.000000 Penalty: 5727.876953
	Iteration 56Q: 3 clusters Score -1.287759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12877578.000000 Penalty: 5727.876953
	Iteration 57Q: 3 clusters Score -1.287758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -12877583.000000 Penalty: 5727.876953
	Iteration 58Q: 3 clusters Score -1.287758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12877585.000000 Penalty: 5727.876953
	Iteration 59Q: 3 clusters Score -1.287758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12877598.000000 Penalty: 5727.876953
	Iteration 60F: 3 clusters Score -1.28776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102192 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12877598.000000 Penalty: 5727.876953
	Iteration 61Q: 3 clusters Score -1.28776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12877596.000000 Penalty: 5727.876953
	Iteration 62Q: 3 clusters Score -1.28776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12877599.000000 Penalty: 5727.876953
	Iteration 63Q: 3 clusters Score -1.28776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12877601.000000 Penalty: 5727.876953
	Iteration 64Q: 3 clusters Score -1.28776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12877599.000000 Penalty: 5727.876953
	Iteration 65Q: 3 clusters Score -1.28776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12877590.000000 Penalty: 5727.876953
	Iteration 66Q: 3 clusters Score -1.287759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102212 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12877580.000000 Penalty: 5727.876953
	Iteration 67Q: 3 clusters Score -1.287758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102211 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12877577.000000 Penalty: 5727.876953
	Iteration 68Q: 3 clusters Score -1.287758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -12877574.000000 Penalty: 5727.876953
	Iteration 69Q: 3 clusters Score -1.287757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -12877577.000000 Penalty: 5727.876953
	Iteration 70Q: 3 clusters Score -1.287758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -12877579.000000 Penalty: 5727.876953
	Iteration 71Q: 3 clusters Score -1.287758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12877588.000000 Penalty: 5727.876953
	Iteration 72Q: 3 clusters Score -1.287759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -12877588.000000 Penalty: 5727.876953
	Iteration 73F: 3 clusters Score -1.287759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -773672.562500 Penalty: 2182.764404
	Iteration 0F: 2 clusters Score -773672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -768185.750000 Penalty: 4365.528809
	Iteration 0F: 3 clusters Score -768185.8 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -769547.000000 Penalty: 4365.528809
	Iteration 1F: 3 clusters Score -769547 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -769827.250000 Penalty: 4365.528809
	Iteration 2F: 3 clusters Score -769827.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -770084.812500 Penalty: 4365.528809
	Iteration 3F: 3 clusters Score -770084.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -770296.312500 Penalty: 4365.528809
	Iteration 4Q: 3 clusters Score -770296.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -770529.375000 Penalty: 4365.528809
	Iteration 5Q: 3 clusters Score -770529.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -770831.437500 Penalty: 4365.528809
	Iteration 6Q: 3 clusters Score -770831.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -771143.625000 Penalty: 4365.528809
	Iteration 7Q: 3 clusters Score -771143.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -771471.625000 Penalty: 4365.528809
	Iteration 8F: 3 clusters Score -771471.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -771810.562500 Penalty: 4365.528809
	Iteration 9Q: 3 clusters Score -771810.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -772118.625000 Penalty: 4365.528809
	Iteration 10Q: 3 clusters Score -772118.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -772365.000000 Penalty: 4365.528809
	Iteration 11Q: 3 clusters Score -772365 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -772592.312500 Penalty: 4365.528809
	Iteration 12Q: 3 clusters Score -772592.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -772756.125000 Penalty: 4365.528809
	Iteration 13Q: 3 clusters Score -772756.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -772904.062500 Penalty: 4365.528809
	Iteration 14Q: 3 clusters Score -772904.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -773028.000000 Penalty: 4365.528809
	Iteration 15Q: 3 clusters Score -773028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -773150.375000 Penalty: 4365.528809
	Iteration 16Q: 3 clusters Score -773150.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -773223.062500 Penalty: 4365.528809
	Iteration 17Q: 3 clusters Score -773223.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -773264.562500 Penalty: 4365.528809
	Iteration 18Q: 3 clusters Score -773264.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -773289.812500 Penalty: 4365.528809
	Iteration 19Q: 3 clusters Score -773289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -773297.062500 Penalty: 4365.528809
	Iteration 20F: 3 clusters Score -773297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -773298.750000 Penalty: 4365.528809
	Iteration 21Q: 3 clusters Score -773298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -773302.625000 Penalty: 4365.528809
	Iteration 22Q: 3 clusters Score -773302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -773306.312500 Penalty: 4365.528809
	Iteration 23Q: 3 clusters Score -773306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -773307.312500 Penalty: 4365.528809
	Iteration 24Q: 3 clusters Score -773307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -773308.937500 Penalty: 4365.528809
	Iteration 25Q: 3 clusters Score -773308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -773308.937500 Penalty: 4365.528809
	Iteration 26F: 3 clusters Score -773308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Entering Unmasked Estep 
Score: -11197449.000000 Penalty: 2839.606934
	Iteration 0F: 2 clusters Score -1.119745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -11134402.000000 Penalty: 5679.213867
	Iteration 0F: 3 clusters Score -1.11344e+07 nChanged 44549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -11159557.000000 Penalty: 5679.213867
	Iteration 1F: 3 clusters Score -1.115956e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -11160248.000000 Penalty: 5679.213867
	Iteration 2Q: 3 clusters Score -1.116025e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -11160983.000000 Penalty: 5679.213867
	Iteration 3Q: 3 clusters Score -1.116098e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -11161712.000000 Penalty: 5679.213867
	Iteration 4Q: 3 clusters Score -1.116171e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -11162548.000000 Penalty: 5679.213867
	Iteration 5Q: 3 clusters Score -1.116255e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -11163717.000000 Penalty: 5679.213867
	Iteration 6Q: 3 clusters Score -1.116372e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -11165000.000000 Penalty: 5679.213867
	Iteration 7Q: 3 clusters Score -1.1165e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -11166886.000000 Penalty: 5679.213867
	Iteration 8Q: 3 clusters Score -1.116689e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -11169261.000000 Penalty: 5679.213867
	Iteration 9Q: 3 clusters Score -1.116926e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -11172270.000000 Penalty: 5679.213867
	Iteration 10Q: 3 clusters Score -1.117227e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -11175684.000000 Penalty: 5679.213867
	Iteration 11F: 3 clusters Score -1.117568e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -11179302.000000 Penalty: 5679.213867
	Iteration 12F: 3 clusters Score -1.11793e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -11182514.000000 Penalty: 5679.213867
	Iteration 13F: 3 clusters Score -1.118251e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -11185378.000000 Penalty: 5679.213867
	Iteration 14Q: 3 clusters Score -1.118538e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -11187564.000000 Penalty: 5679.213867
	Iteration 15Q: 3 clusters Score -1.118756e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -11189324.000000 Penalty: 5679.213867
	Iteration 16Q: 3 clusters Score -1.118932e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -11190697.000000 Penalty: 5679.213867
	Iteration 17Q: 3 clusters Score -1.11907e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -11191907.000000 Penalty: 5679.213867
	Iteration 18Q: 3 clusters Score -1.119191e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -11192754.000000 Penalty: 5679.213867
	Iteration 19Q: 3 clusters Score -1.119275e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -11193430.000000 Penalty: 5679.213867
	Iteration 20F: 3 clusters Score -1.119343e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -11193936.000000 Penalty: 5679.213867
	Iteration 21Q: 3 clusters Score -1.119394e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -11194259.000000 Penalty: 5679.213867
	Iteration 22Q: 3 clusters Score -1.119426e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -11194533.000000 Penalty: 5679.213867
	Iteration 23Q: 3 clusters Score -1.119453e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -11194789.000000 Penalty: 5679.213867
	Iteration 24Q: 3 clusters Score -1.119479e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -11195030.000000 Penalty: 5679.213867
	Iteration 25Q: 3 clusters Score -1.119503e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -11195205.000000 Penalty: 5679.213867
	Iteration 26Q: 3 clusters Score -1.11952e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -11195375.000000 Penalty: 5679.213867
	Iteration 27Q: 3 clusters Score -1.119538e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -11195460.000000 Penalty: 5679.213867
	Iteration 28Q: 3 clusters Score -1.119546e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -11195537.000000 Penalty: 5679.213867
	Iteration 29Q: 3 clusters Score -1.119554e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -11195649.000000 Penalty: 5679.213867
	Iteration 30Q: 3 clusters Score -1.119565e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -11195670.000000 Penalty: 5679.213867
	Iteration 31Q: 3 clusters Score -1.119567e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -11195754.000000 Penalty: 5679.213867
	Iteration 32Q: 3 clusters Score -1.119575e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -11195794.000000 Penalty: 5679.213867
	Iteration 33Q: 3 clusters Score -1.119579e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -11195839.000000 Penalty: 5679.213867
	Iteration 34Q: 3 clusters Score -1.119584e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -11195921.000000 Penalty: 5679.213867
	Iteration 35Q: 3 clusters Score -1.119592e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -11195981.000000 Penalty: 5679.213867
	Iteration 36Q: 3 clusters Score -1.119598e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -11196012.000000 Penalty: 5679.213867
	Iteration 37Q: 3 clusters Score -1.119601e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -11196038.000000 Penalty: 5679.213867
	Iteration 38Q: 3 clusters Score -1.119604e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -11196058.000000 Penalty: 5679.213867
	Iteration 39Q: 3 clusters Score -1.119606e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -11196121.000000 Penalty: 5679.213867
	Iteration 40F: 3 clusters Score -1.119612e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -11196102.000000 Penalty: 5679.213867
	Iteration 41Q: 3 clusters Score -1.11961e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -11196139.000000 Penalty: 5679.213867
	Iteration 42Q: 3 clusters Score -1.119614e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -11196146.000000 Penalty: 5679.213867
	Iteration 43Q: 3 clusters Score -1.119615e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -11196152.000000 Penalty: 5679.213867
	Iteration 44Q: 3 clusters Score -1.119615e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -11196166.000000 Penalty: 5679.213867
	Iteration 45Q: 3 clusters Score -1.119617e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -11196172.000000 Penalty: 5679.213867
	Iteration 46Q: 3 clusters Score -1.119617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 83741 members 
Entering Unmasked Estep 
Score: -11196187.000000 Penalty: 5679.213867
	Iteration 47Q: 3 clusters Score -1.119619e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -11196186.000000 Penalty: 5679.213867
	Iteration 48Q: 3 clusters Score -1.119619e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -11196202.000000 Penalty: 5679.213867
	Iteration 49Q: 3 clusters Score -1.11962e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -11196219.000000 Penalty: 5679.213867
	Iteration 50Q: 3 clusters Score -1.119622e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -11196234.000000 Penalty: 5679.213867
	Iteration 51Q: 3 clusters Score -1.119623e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -11196258.000000 Penalty: 5679.213867
	Iteration 52Q: 3 clusters Score -1.119626e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -11196256.000000 Penalty: 5679.213867
	Iteration 53Q: 3 clusters Score -1.119626e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -11196243.000000 Penalty: 5679.213867
	Iteration 54Q: 3 clusters Score -1.119624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -11196236.000000 Penalty: 5679.213867
	Iteration 55Q: 3 clusters Score -1.119624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -11196229.000000 Penalty: 5679.213867
	Iteration 56Q: 3 clusters Score -1.119623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -11196225.000000 Penalty: 5679.213867
	Iteration 57Q: 3 clusters Score -1.119622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -11196232.000000 Penalty: 5679.213867
	Iteration 58Q: 3 clusters Score -1.119623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 84426 members 
Entering Unmasked Estep 
Score: -11196249.000000 Penalty: 5679.213867
	Iteration 59Q: 3 clusters Score -1.119625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -11196242.000000 Penalty: 5679.213867
	Iteration 60F: 3 clusters Score -1.119624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -11196240.000000 Penalty: 5679.213867
	Iteration 61Q: 3 clusters Score -1.119624e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -11196260.000000 Penalty: 5679.213867
	Iteration 62Q: 3 clusters Score -1.119626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -11196271.000000 Penalty: 5679.213867
	Iteration 63Q: 3 clusters Score -1.119627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -11196266.000000 Penalty: 5679.213867
	Iteration 64Q: 3 clusters Score -1.119627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -11196276.000000 Penalty: 5679.213867
	Iteration 65Q: 3 clusters Score -1.119628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -11196265.000000 Penalty: 5679.213867
	Iteration 66Q: 3 clusters Score -1.119626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -11196268.000000 Penalty: 5679.213867
	Iteration 67Q: 3 clusters Score -1.119627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -11196264.000000 Penalty: 5679.213867
	Iteration 68Q: 3 clusters Score -1.119626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -11196272.000000 Penalty: 5679.213867
	Iteration 69Q: 3 clusters Score -1.119627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -11196262.000000 Penalty: 5679.213867
	Iteration 70Q: 3 clusters Score -1.119626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -11196268.000000 Penalty: 5679.213867
	Iteration 71Q: 3 clusters Score -1.119627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -11196259.000000 Penalty: 5679.213867
	Iteration 72Q: 3 clusters Score -1.119626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -11196265.000000 Penalty: 5679.213867
	Iteration 73Q: 3 clusters Score -1.119626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -11196266.000000 Penalty: 5679.213867
	Iteration 74Q: 3 clusters Score -1.119627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -11196265.000000 Penalty: 5679.213867
	Iteration 75Q: 3 clusters Score -1.119626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -11196264.000000 Penalty: 5679.213867
	Iteration 76Q: 3 clusters Score -1.119626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -11196258.000000 Penalty: 5679.213867
	Iteration 77Q: 3 clusters Score -1.119626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -11196263.000000 Penalty: 5679.213867
	Iteration 78Q: 3 clusters Score -1.119626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -11196269.000000 Penalty: 5679.213867
	Iteration 79Q: 3 clusters Score -1.119627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -11196266.000000 Penalty: 5679.213867
	Iteration 80F: 3 clusters Score -1.119627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 84598 members 
Entering Unmasked Estep 
Score: -11196259.000000 Penalty: 5679.213867
	Iteration 81Q: 3 clusters Score -1.119626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -11196249.000000 Penalty: 5679.213867
	Iteration 82Q: 3 clusters Score -1.119625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -11196255.000000 Penalty: 5679.213867
	Iteration 83Q: 3 clusters Score -1.119626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -11196256.000000 Penalty: 5679.213867
	Iteration 84Q: 3 clusters Score -1.119626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -11196250.000000 Penalty: 5679.213867
	Iteration 85Q: 3 clusters Score -1.119625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -11196257.000000 Penalty: 5679.213867
	Iteration 86Q: 3 clusters Score -1.119626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -11196255.000000 Penalty: 5679.213867
	Iteration 87Q: 3 clusters Score -1.119626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -11196256.000000 Penalty: 5679.213867
	Iteration 88Q: 3 clusters Score -1.119626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -11196255.000000 Penalty: 5679.213867
	Iteration 89Q: 3 clusters Score -1.119626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -11196251.000000 Penalty: 5679.213867
	Iteration 90Q: 3 clusters Score -1.119625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -11196258.000000 Penalty: 5679.213867
	Iteration 91Q: 3 clusters Score -1.119626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -11196260.000000 Penalty: 5679.213867
	Iteration 92Q: 3 clusters Score -1.119626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -11196264.000000 Penalty: 5679.213867
	Iteration 93Q: 3 clusters Score -1.119626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -11196269.000000 Penalty: 5679.213867
	Iteration 94Q: 3 clusters Score -1.119627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -11196265.000000 Penalty: 5679.213867
	Iteration 95Q: 3 clusters Score -1.119626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -11196263.000000 Penalty: 5679.213867
	Iteration 96Q: 3 clusters Score -1.119626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -11196267.000000 Penalty: 5679.213867
	Iteration 97Q: 3 clusters Score -1.119627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 84688 members 
Entering Unmasked Estep 
Score: -11196270.000000 Penalty: 5679.213867
	Iteration 98Q: 3 clusters Score -1.119627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -11196275.000000 Penalty: 5679.213867
	Iteration 99Q: 3 clusters Score -1.119628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -11196274.000000 Penalty: 5679.213867
	Iteration 100F: 3 clusters Score -1.119627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -11196254.000000 Penalty: 5679.213867
	Iteration 101Q: 3 clusters Score -1.119625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 84706 members 
Entering Unmasked Estep 
Score: -11196257.000000 Penalty: 5679.213867
	Iteration 102Q: 3 clusters Score -1.119626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -11196262.000000 Penalty: 5679.213867
	Iteration 103Q: 3 clusters Score -1.119626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -11196269.000000 Penalty: 5679.213867
	Iteration 104Q: 3 clusters Score -1.119627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -11196262.000000 Penalty: 5679.213867
	Iteration 105Q: 3 clusters Score -1.119626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 84716 members 
Entering Unmasked Estep 
Score: -11196271.000000 Penalty: 5679.213867
	Iteration 106Q: 3 clusters Score -1.119627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -11196267.000000 Penalty: 5679.213867
	Iteration 107Q: 3 clusters Score -1.119627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -11196267.000000 Penalty: 5679.213867
	Iteration 108F: 3 clusters Score -1.119627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106201 members 
Entering Unmasked Estep 
Score: -13178028.000000 Penalty: 2870.125977
	Iteration 0F: 2 clusters Score -1.317803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -13106851.000000 Penalty: 5740.251953
	Iteration 0F: 3 clusters Score -1.310685e+07 nChanged 50428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -13136011.000000 Penalty: 5740.251953
	Iteration 1F: 3 clusters Score -1.313601e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -13137209.000000 Penalty: 5740.251953
	Iteration 2Q: 3 clusters Score -1.313721e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -13138991.000000 Penalty: 5740.251953
	Iteration 3Q: 3 clusters Score -1.313899e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -13141720.000000 Penalty: 5740.251953
	Iteration 4F: 3 clusters Score -1.314172e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68082 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -13146406.000000 Penalty: 5740.251953
	Iteration 5F: 3 clusters Score -1.314641e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -13153456.000000 Penalty: 5740.251953
	Iteration 6F: 3 clusters Score -1.315346e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -13161614.000000 Penalty: 5740.251953
	Iteration 7F: 3 clusters Score -1.316161e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -13168251.000000 Penalty: 5740.251953
	Iteration 8F: 3 clusters Score -1.316825e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -13171742.000000 Penalty: 5740.251953
	Iteration 9Q: 3 clusters Score -1.317174e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -13173149.000000 Penalty: 5740.251953
	Iteration 10Q: 3 clusters Score -1.317315e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -13173891.000000 Penalty: 5740.251953
	Iteration 11Q: 3 clusters Score -1.317389e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -13174324.000000 Penalty: 5740.251953
	Iteration 12Q: 3 clusters Score -1.317432e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -13174683.000000 Penalty: 5740.251953
	Iteration 13Q: 3 clusters Score -1.317468e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -13174900.000000 Penalty: 5740.251953
	Iteration 14Q: 3 clusters Score -1.31749e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -13175175.000000 Penalty: 5740.251953
	Iteration 15Q: 3 clusters Score -1.317518e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98357 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -13175350.000000 Penalty: 5740.251953
	Iteration 16Q: 3 clusters Score -1.317535e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -13175517.000000 Penalty: 5740.251953
	Iteration 17Q: 3 clusters Score -1.317552e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -13175693.000000 Penalty: 5740.251953
	Iteration 18Q: 3 clusters Score -1.317569e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100035 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -13175839.000000 Penalty: 5740.251953
	Iteration 19Q: 3 clusters Score -1.317584e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -13175967.000000 Penalty: 5740.251953
	Iteration 20F: 3 clusters Score -1.317597e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -13176059.000000 Penalty: 5740.251953
	Iteration 21Q: 3 clusters Score -1.317606e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -13176126.000000 Penalty: 5740.251953
	Iteration 22Q: 3 clusters Score -1.317613e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -13176206.000000 Penalty: 5740.251953
	Iteration 23Q: 3 clusters Score -1.317621e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -13176290.000000 Penalty: 5740.251953
	Iteration 24Q: 3 clusters Score -1.317629e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -13176324.000000 Penalty: 5740.251953
	Iteration 25Q: 3 clusters Score -1.317632e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102222 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -13176337.000000 Penalty: 5740.251953
	Iteration 26Q: 3 clusters Score -1.317634e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -13176367.000000 Penalty: 5740.251953
	Iteration 27Q: 3 clusters Score -1.317637e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -13176423.000000 Penalty: 5740.251953
	Iteration 28Q: 3 clusters Score -1.317642e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -13176433.000000 Penalty: 5740.251953
	Iteration 29Q: 3 clusters Score -1.317643e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -13176471.000000 Penalty: 5740.251953
	Iteration 30Q: 3 clusters Score -1.317647e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -13176465.000000 Penalty: 5740.251953
	Iteration 31Q: 3 clusters Score -1.317646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -13176499.000000 Penalty: 5740.251953
	Iteration 32Q: 3 clusters Score -1.31765e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -13176531.000000 Penalty: 5740.251953
	Iteration 33Q: 3 clusters Score -1.317653e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -13176556.000000 Penalty: 5740.251953
	Iteration 34Q: 3 clusters Score -1.317656e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13176543.000000 Penalty: 5740.251953
	Iteration 35Q: 3 clusters Score -1.317654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -13176565.000000 Penalty: 5740.251953
	Iteration 36Q: 3 clusters Score -1.317656e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -13176572.000000 Penalty: 5740.251953
	Iteration 37Q: 3 clusters Score -1.317657e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -13176572.000000 Penalty: 5740.251953
	Iteration 38Q: 3 clusters Score -1.317657e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -13176575.000000 Penalty: 5740.251953
	Iteration 39Q: 3 clusters Score -1.317658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103464 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -13176561.000000 Penalty: 5740.251953
	Iteration 40F: 3 clusters Score -1.317656e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -13176577.000000 Penalty: 5740.251953
	Iteration 41Q: 3 clusters Score -1.317658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103547 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -13176589.000000 Penalty: 5740.251953
	Iteration 42Q: 3 clusters Score -1.317659e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -13176593.000000 Penalty: 5740.251953
	Iteration 43Q: 3 clusters Score -1.317659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13176595.000000 Penalty: 5740.251953
	Iteration 44Q: 3 clusters Score -1.31766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13176618.000000 Penalty: 5740.251953
	Iteration 45Q: 3 clusters Score -1.317662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13176607.000000 Penalty: 5740.251953
	Iteration 46Q: 3 clusters Score -1.317661e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -13176622.000000 Penalty: 5740.251953
	Iteration 47Q: 3 clusters Score -1.317662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13176655.000000 Penalty: 5740.251953
	Iteration 48Q: 3 clusters Score -1.317666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -13176657.000000 Penalty: 5740.251953
	Iteration 49Q: 3 clusters Score -1.317666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13176660.000000 Penalty: 5740.251953
	Iteration 50Q: 3 clusters Score -1.317666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103801 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -13176663.000000 Penalty: 5740.251953
	Iteration 51Q: 3 clusters Score -1.317666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -13176671.000000 Penalty: 5740.251953
	Iteration 52Q: 3 clusters Score -1.317667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -13176668.000000 Penalty: 5740.251953
	Iteration 53Q: 3 clusters Score -1.317667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -13176669.000000 Penalty: 5740.251953
	Iteration 54Q: 3 clusters Score -1.317667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13176662.000000 Penalty: 5740.251953
	Iteration 55Q: 3 clusters Score -1.317666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -13176665.000000 Penalty: 5740.251953
	Iteration 56Q: 3 clusters Score -1.317666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -13176662.000000 Penalty: 5740.251953
	Iteration 57Q: 3 clusters Score -1.317666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -13176658.000000 Penalty: 5740.251953
	Iteration 58Q: 3 clusters Score -1.317666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -13176653.000000 Penalty: 5740.251953
	Iteration 59Q: 3 clusters Score -1.317665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103848 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -13176653.000000 Penalty: 5740.251953
	Iteration 60F: 3 clusters Score -1.317665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Entering Unmasked Estep 
Score: -432236.250000 Penalty: 2029.966919
	Iteration 0F: 2 clusters Score -432236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428655.656250 Penalty: 4059.933838
	Iteration 0F: 3 clusters Score -428655.7 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -429397.468750 Penalty: 4059.933838
	Iteration 1F: 3 clusters Score -429397.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -429577.218750 Penalty: 4059.933838
	Iteration 2F: 3 clusters Score -429577.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429672.875000 Penalty: 4059.933838
	Iteration 3Q: 3 clusters Score -429672.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -429739.718750 Penalty: 4059.933838
	Iteration 4Q: 3 clusters Score -429739.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -429790.906250 Penalty: 4059.933838
	Iteration 5Q: 3 clusters Score -429790.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -429834.187500 Penalty: 4059.933838
	Iteration 6Q: 3 clusters Score -429834.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -429864.468750 Penalty: 4059.933838
	Iteration 7Q: 3 clusters Score -429864.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -429901.062500 Penalty: 4059.933838
	Iteration 8Q: 3 clusters Score -429901.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -429927.781250 Penalty: 4059.933838
	Iteration 9Q: 3 clusters Score -429927.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -429961.750000 Penalty: 4059.933838
	Iteration 10Q: 3 clusters Score -429961.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -430000.437500 Penalty: 4059.933838
	Iteration 11Q: 3 clusters Score -430000.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -430034.937500 Penalty: 4059.933838
	Iteration 12Q: 3 clusters Score -430034.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -430064.375000 Penalty: 4059.933838
	Iteration 13Q: 3 clusters Score -430064.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -430098.250000 Penalty: 4059.933838
	Iteration 14Q: 3 clusters Score -430098.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -430140.281250 Penalty: 4059.933838
	Iteration 15Q: 3 clusters Score -430140.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -430190.531250 Penalty: 4059.933838
	Iteration 16Q: 3 clusters Score -430190.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -430233.937500 Penalty: 4059.933838
	Iteration 17Q: 3 clusters Score -430233.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -430281.750000 Penalty: 4059.933838
	Iteration 18Q: 3 clusters Score -430281.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -430320.593750 Penalty: 4059.933838
	Iteration 19Q: 3 clusters Score -430320.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -430353.500000 Penalty: 4059.933838
	Iteration 20F: 3 clusters Score -430353.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -430388.406250 Penalty: 4059.933838
	Iteration 21Q: 3 clusters Score -430388.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -430426.218750 Penalty: 4059.933838
	Iteration 22Q: 3 clusters Score -430426.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -430468.000000 Penalty: 4059.933838
	Iteration 23Q: 3 clusters Score -430468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -430509.656250 Penalty: 4059.933838
	Iteration 24Q: 3 clusters Score -430509.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -430554.343750 Penalty: 4059.933838
	Iteration 25Q: 3 clusters Score -430554.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -430616.562500 Penalty: 4059.933838
	Iteration 26Q: 3 clusters Score -430616.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -430676.968750 Penalty: 4059.933838
	Iteration 27Q: 3 clusters Score -430677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -430736.000000 Penalty: 4059.933838
	Iteration 28Q: 3 clusters Score -430736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -430805.000000 Penalty: 4059.933838
	Iteration 29Q: 3 clusters Score -430805 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -430852.687500 Penalty: 4059.933838
	Iteration 30Q: 3 clusters Score -430852.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430903.750000 Penalty: 4059.933838
	Iteration 31Q: 3 clusters Score -430903.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -430940.875000 Penalty: 4059.933838
	Iteration 32Q: 3 clusters Score -430940.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -430970.093750 Penalty: 4059.933838
	Iteration 33Q: 3 clusters Score -430970.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -430991.125000 Penalty: 4059.933838
	Iteration 34Q: 3 clusters Score -430991.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -431015.156250 Penalty: 4059.933838
	Iteration 35Q: 3 clusters Score -431015.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -431035.687500 Penalty: 4059.933838
	Iteration 36Q: 3 clusters Score -431035.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -431057.906250 Penalty: 4059.933838
	Iteration 37Q: 3 clusters Score -431057.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -431080.656250 Penalty: 4059.933838
	Iteration 38Q: 3 clusters Score -431080.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -431103.468750 Penalty: 4059.933838
	Iteration 39Q: 3 clusters Score -431103.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -431124.593750 Penalty: 4059.933838
	Iteration 40F: 3 clusters Score -431124.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -431140.312500 Penalty: 4059.933838
	Iteration 41Q: 3 clusters Score -431140.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -431150.687500 Penalty: 4059.933838
	Iteration 42Q: 3 clusters Score -431150.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -431156.531250 Penalty: 4059.933838
	Iteration 43Q: 3 clusters Score -431156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -431164.125000 Penalty: 4059.933838
	Iteration 44Q: 3 clusters Score -431164.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -431172.093750 Penalty: 4059.933838
	Iteration 45Q: 3 clusters Score -431172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -431179.906250 Penalty: 4059.933838
	Iteration 46Q: 3 clusters Score -431179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -431182.187500 Penalty: 4059.933838
	Iteration 47Q: 3 clusters Score -431182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -431184.468750 Penalty: 4059.933838
	Iteration 48Q: 3 clusters Score -431184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -431184.906250 Penalty: 4059.933838
	Iteration 49Q: 3 clusters Score -431184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -431187.750000 Penalty: 4059.933838
	Iteration 50Q: 3 clusters Score -431187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -431188.562500 Penalty: 4059.933838
	Iteration 51Q: 3 clusters Score -431188.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -431188.562500 Penalty: 4059.933838
	Iteration 52F: 3 clusters Score -431188.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -375745.125000 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -375745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -372380.843750 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -372380.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -373010.375000 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -373010.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -373172.062500 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -373172.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -373301.468750 Penalty: 3993.307129
	Iteration 3Q: 3 clusters Score -373301.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -373416.562500 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -373416.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -373517.000000 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -373517 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -373632.875000 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -373632.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -373754.593750 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -373754.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -373874.156250 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -373874.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -373974.187500 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -373974.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -374064.281250 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -374064.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -374142.156250 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -374142.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -374220.125000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -374220.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -374298.500000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -374298.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -374386.875000 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -374386.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -374485.156250 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -374485.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -374602.500000 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -374602.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -374688.718750 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -374688.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -374758.031250 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -374758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -374799.750000 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -374799.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -374827.031250 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -374827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -374839.875000 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -374839.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -374856.000000 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -374856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -374866.843750 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -374866.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -374874.625000 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -374874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -374881.437500 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -374881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -374884.406250 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -374884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -374885.375000 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -374885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -374887.875000 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -374887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -374890.250000 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -374890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -374890.843750 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -374890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -374891.343750 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -374891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -374891.343750 Penalty: 3993.307129
	Iteration 32F: 3 clusters Score -374891.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -767495.750000 Penalty: 2181.754639
	Iteration 0F: 2 clusters Score -767495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -761994.312500 Penalty: 4363.509277
	Iteration 0F: 3 clusters Score -761994.3 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -763283.437500 Penalty: 4363.509277
	Iteration 1F: 3 clusters Score -763283.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -763496.625000 Penalty: 4363.509277
	Iteration 2F: 3 clusters Score -763496.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -763632.687500 Penalty: 4363.509277
	Iteration 3Q: 3 clusters Score -763632.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -763737.375000 Penalty: 4363.509277
	Iteration 4Q: 3 clusters Score -763737.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -763865.437500 Penalty: 4363.509277
	Iteration 5Q: 3 clusters Score -763865.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -764026.812500 Penalty: 4363.509277
	Iteration 6Q: 3 clusters Score -764026.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -764240.937500 Penalty: 4363.509277
	Iteration 7Q: 3 clusters Score -764240.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -764468.750000 Penalty: 4363.509277
	Iteration 8Q: 3 clusters Score -764468.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -764658.250000 Penalty: 4363.509277
	Iteration 9Q: 3 clusters Score -764658.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -764830.875000 Penalty: 4363.509277
	Iteration 10Q: 3 clusters Score -764830.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -764981.437500 Penalty: 4363.509277
	Iteration 11Q: 3 clusters Score -764981.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -765109.187500 Penalty: 4363.509277
	Iteration 12Q: 3 clusters Score -765109.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -765222.937500 Penalty: 4363.509277
	Iteration 13Q: 3 clusters Score -765222.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -765327.312500 Penalty: 4363.509277
	Iteration 14Q: 3 clusters Score -765327.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -765412.625000 Penalty: 4363.509277
	Iteration 15Q: 3 clusters Score -765412.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -765486.500000 Penalty: 4363.509277
	Iteration 16Q: 3 clusters Score -765486.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -765554.937500 Penalty: 4363.509277
	Iteration 17Q: 3 clusters Score -765554.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -765610.312500 Penalty: 4363.509277
	Iteration 18Q: 3 clusters Score -765610.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -765653.312500 Penalty: 4363.509277
	Iteration 19Q: 3 clusters Score -765653.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -765712.437500 Penalty: 4363.509277
	Iteration 20F: 3 clusters Score -765712.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -765759.437500 Penalty: 4363.509277
	Iteration 21Q: 3 clusters Score -765759.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -765803.437500 Penalty: 4363.509277
	Iteration 22Q: 3 clusters Score -765803.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -765839.062500 Penalty: 4363.509277
	Iteration 23Q: 3 clusters Score -765839.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -765872.000000 Penalty: 4363.509277
	Iteration 24Q: 3 clusters Score -765872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -765902.875000 Penalty: 4363.509277
	Iteration 25Q: 3 clusters Score -765902.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -765944.375000 Penalty: 4363.509277
	Iteration 26Q: 3 clusters Score -765944.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -765986.312500 Penalty: 4363.509277
	Iteration 27Q: 3 clusters Score -765986.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -766023.875000 Penalty: 4363.509277
	Iteration 28Q: 3 clusters Score -766023.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -766052.812500 Penalty: 4363.509277
	Iteration 29Q: 3 clusters Score -766052.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -766065.625000 Penalty: 4363.509277
	Iteration 30Q: 3 clusters Score -766065.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -766080.437500 Penalty: 4363.509277
	Iteration 31Q: 3 clusters Score -766080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -766085.250000 Penalty: 4363.509277
	Iteration 32Q: 3 clusters Score -766085.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -766086.687500 Penalty: 4363.509277
	Iteration 33Q: 3 clusters Score -766086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -766090.687500 Penalty: 4363.509277
	Iteration 34Q: 3 clusters Score -766090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -766095.312500 Penalty: 4363.509277
	Iteration 35Q: 3 clusters Score -766095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -766101.187500 Penalty: 4363.509277
	Iteration 36Q: 3 clusters Score -766101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -766102.750000 Penalty: 4363.509277
	Iteration 37Q: 3 clusters Score -766102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -766107.250000 Penalty: 4363.509277
	Iteration 38Q: 3 clusters Score -766107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -766112.875000 Penalty: 4363.509277
	Iteration 39Q: 3 clusters Score -766112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -766116.937500 Penalty: 4363.509277
	Iteration 40F: 3 clusters Score -766116.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -766124.062500 Penalty: 4363.509277
	Iteration 41Q: 3 clusters Score -766124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -766131.937500 Penalty: 4363.509277
	Iteration 42Q: 3 clusters Score -766131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -766134.625000 Penalty: 4363.509277
	Iteration 43Q: 3 clusters Score -766134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -766134.750000 Penalty: 4363.509277
	Iteration 44Q: 3 clusters Score -766134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -766135.812500 Penalty: 4363.509277
	Iteration 45Q: 3 clusters Score -766135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -766135.312500 Penalty: 4363.509277
	Iteration 46Q: 3 clusters Score -766135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -766135.500000 Penalty: 4363.509277
	Iteration 47Q: 3 clusters Score -766135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -766138.562500 Penalty: 4363.509277
	Iteration 48Q: 3 clusters Score -766138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -766138.562500 Penalty: 4363.509277
	Iteration 49F: 3 clusters Score -766138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (162051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162051 members 
Entering Unmasked Estep 
Score: -20144966.000000 Penalty: 2974.925293
	Iteration 0F: 2 clusters Score -2.014497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -20038024.000000 Penalty: 5949.850586
	Iteration 0F: 3 clusters Score -2.003802e+07 nChanged 77237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -20082914.000000 Penalty: 5949.850586
	Iteration 1F: 3 clusters Score -2.008291e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -20083772.000000 Penalty: 5949.850586
	Iteration 2Q: 3 clusters Score -2.008377e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -20084802.000000 Penalty: 5949.850586
	Iteration 3Q: 3 clusters Score -2.00848e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -20085738.000000 Penalty: 5949.850586
	Iteration 4Q: 3 clusters Score -2.008574e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -20086930.000000 Penalty: 5949.850586
	Iteration 5Q: 3 clusters Score -2.008693e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -20088434.000000 Penalty: 5949.850586
	Iteration 6Q: 3 clusters Score -2.008843e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -20090538.000000 Penalty: 5949.850586
	Iteration 7Q: 3 clusters Score -2.009054e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -20093118.000000 Penalty: 5949.850586
	Iteration 8Q: 3 clusters Score -2.009312e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -20096230.000000 Penalty: 5949.850586
	Iteration 9Q: 3 clusters Score -2.009623e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -20100552.000000 Penalty: 5949.850586
	Iteration 10Q: 3 clusters Score -2.010055e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -20106144.000000 Penalty: 5949.850586
	Iteration 11F: 3 clusters Score -2.010614e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -20111534.000000 Penalty: 5949.850586
	Iteration 12F: 3 clusters Score -2.011153e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -20115122.000000 Penalty: 5949.850586
	Iteration 13Q: 3 clusters Score -2.011512e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -20116868.000000 Penalty: 5949.850586
	Iteration 14Q: 3 clusters Score -2.011687e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -20117804.000000 Penalty: 5949.850586
	Iteration 15Q: 3 clusters Score -2.01178e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -20118440.000000 Penalty: 5949.850586
	Iteration 16Q: 3 clusters Score -2.011844e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111208 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -20119232.000000 Penalty: 5949.850586
	Iteration 17Q: 3 clusters Score -2.011923e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -20119900.000000 Penalty: 5949.850586
	Iteration 18Q: 3 clusters Score -2.01199e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116945 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -20120746.000000 Penalty: 5949.850586
	Iteration 19Q: 3 clusters Score -2.012075e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -20121734.000000 Penalty: 5949.850586
	Iteration 20F: 3 clusters Score -2.012173e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123189 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -20122746.000000 Penalty: 5949.850586
	Iteration 21Q: 3 clusters Score -2.012275e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126462 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -20123942.000000 Penalty: 5949.850586
	Iteration 22Q: 3 clusters Score -2.012394e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129818 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -20125394.000000 Penalty: 5949.850586
	Iteration 23Q: 3 clusters Score -2.012539e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133205 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -20126858.000000 Penalty: 5949.850586
	Iteration 24Q: 3 clusters Score -2.012686e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136613 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -20128402.000000 Penalty: 5949.850586
	Iteration 25Q: 3 clusters Score -2.01284e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -20129916.000000 Penalty: 5949.850586
	Iteration 26Q: 3 clusters Score -2.012992e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -20131442.000000 Penalty: 5949.850586
	Iteration 27Q: 3 clusters Score -2.013144e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146294 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -20133244.000000 Penalty: 5949.850586
	Iteration 28Q: 3 clusters Score -2.013324e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -20134894.000000 Penalty: 5949.850586
	Iteration 29Q: 3 clusters Score -2.013489e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151835 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -20136374.000000 Penalty: 5949.850586
	Iteration 30Q: 3 clusters Score -2.013637e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154149 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -20137696.000000 Penalty: 5949.850586
	Iteration 31Q: 3 clusters Score -2.01377e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156079 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -20138812.000000 Penalty: 5949.850586
	Iteration 32Q: 3 clusters Score -2.013881e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157631 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -20139816.000000 Penalty: 5949.850586
	Iteration 33Q: 3 clusters Score -2.013982e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -20140556.000000 Penalty: 5949.850586
	Iteration 34Q: 3 clusters Score -2.014056e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159809 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20141226.000000 Penalty: 5949.850586
	Iteration 35Q: 3 clusters Score -2.014123e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160411 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20141640.000000 Penalty: 5949.850586
	Iteration 36Q: 3 clusters Score -2.014164e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20141922.000000 Penalty: 5949.850586
	Iteration 37Q: 3 clusters Score -2.014192e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160993 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20142034.000000 Penalty: 5949.850586
	Iteration 38Q: 3 clusters Score -2.014203e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161133 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20142138.000000 Penalty: 5949.850586
	Iteration 39Q: 3 clusters Score -2.014214e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20142196.000000 Penalty: 5949.850586
	Iteration 40F: 3 clusters Score -2.01422e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -20142256.000000 Penalty: 5949.850586
	Iteration 41Q: 3 clusters Score -2.014226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161323 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20142310.000000 Penalty: 5949.850586
	Iteration 42Q: 3 clusters Score -2.014231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161360 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20142340.000000 Penalty: 5949.850586
	Iteration 43Q: 3 clusters Score -2.014234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -20142398.000000 Penalty: 5949.850586
	Iteration 44Q: 3 clusters Score -2.01424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161419 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20142394.000000 Penalty: 5949.850586
	Iteration 45Q: 3 clusters Score -2.014239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20142420.000000 Penalty: 5949.850586
	Iteration 46Q: 3 clusters Score -2.014242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161453 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -20142410.000000 Penalty: 5949.850586
	Iteration 47Q: 3 clusters Score -2.014241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20142440.000000 Penalty: 5949.850586
	Iteration 48Q: 3 clusters Score -2.014244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20142448.000000 Penalty: 5949.850586
	Iteration 49Q: 3 clusters Score -2.014245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20142466.000000 Penalty: 5949.850586
	Iteration 50Q: 3 clusters Score -2.014247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161491 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20142474.000000 Penalty: 5949.850586
	Iteration 51Q: 3 clusters Score -2.014247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -20142480.000000 Penalty: 5949.850586
	Iteration 52Q: 3 clusters Score -2.014248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -20142484.000000 Penalty: 5949.850586
	Iteration 53Q: 3 clusters Score -2.014248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -20142494.000000 Penalty: 5949.850586
	Iteration 54Q: 3 clusters Score -2.014249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20142498.000000 Penalty: 5949.850586
	Iteration 55Q: 3 clusters Score -2.01425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -20142490.000000 Penalty: 5949.850586
	Iteration 56Q: 3 clusters Score -2.014249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20142490.000000 Penalty: 5949.850586
	Iteration 57Q: 3 clusters Score -2.014249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20142490.000000 Penalty: 5949.850586
	Iteration 58F: 3 clusters Score -2.014249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187754 members 
Entering Unmasked Estep 
Score: -23036350.000000 Penalty: 3011.436279
	Iteration 0F: 2 clusters Score -2.303635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93802 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -22913048.000000 Penalty: 6022.872559
	Iteration 0F: 3 clusters Score -2.291305e+07 nChanged 90016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -22965372.000000 Penalty: 6022.872559
	Iteration 1F: 3 clusters Score -2.296537e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -22966878.000000 Penalty: 6022.872559
	Iteration 2Q: 3 clusters Score -2.296688e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -22969114.000000 Penalty: 6022.872559
	Iteration 3Q: 3 clusters Score -2.296911e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -22972548.000000 Penalty: 6022.872559
	Iteration 4Q: 3 clusters Score -2.297255e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -22978494.000000 Penalty: 6022.872559
	Iteration 5Q: 3 clusters Score -2.297849e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -22987982.000000 Penalty: 6022.872559
	Iteration 6F: 3 clusters Score -2.298798e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -23001600.000000 Penalty: 6022.872559
	Iteration 7F: 3 clusters Score -2.30016e+07 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -23015706.000000 Penalty: 6022.872559
	Iteration 8F: 3 clusters Score -2.301571e+07 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -23024514.000000 Penalty: 6022.872559
	Iteration 9F: 3 clusters Score -2.302451e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99153 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -23027982.000000 Penalty: 6022.872559
	Iteration 10Q: 3 clusters Score -2.302798e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -23030188.000000 Penalty: 6022.872559
	Iteration 11Q: 3 clusters Score -2.303019e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -23031748.000000 Penalty: 6022.872559
	Iteration 12Q: 3 clusters Score -2.303175e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -23032632.000000 Penalty: 6022.872559
	Iteration 13Q: 3 clusters Score -2.303263e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 83039 members 
Entering Unmasked Estep 
Score: -23033118.000000 Penalty: 6022.872559
	Iteration 14Q: 3 clusters Score -2.303312e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 82229 members 
Entering Unmasked Estep 
Score: -23033402.000000 Penalty: 6022.872559
	Iteration 15Q: 3 clusters Score -2.30334e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106286 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -23033548.000000 Penalty: 6022.872559
	Iteration 16Q: 3 clusters Score -2.303355e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -23033696.000000 Penalty: 6022.872559
	Iteration 17Q: 3 clusters Score -2.30337e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -23033804.000000 Penalty: 6022.872559
	Iteration 18Q: 3 clusters Score -2.30338e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -23033856.000000 Penalty: 6022.872559
	Iteration 19Q: 3 clusters Score -2.303386e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -23034016.000000 Penalty: 6022.872559
	Iteration 20F: 3 clusters Score -2.303402e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -23034052.000000 Penalty: 6022.872559
	Iteration 21Q: 3 clusters Score -2.303405e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -23034032.000000 Penalty: 6022.872559
	Iteration 22Q: 3 clusters Score -2.303403e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -23034000.000000 Penalty: 6022.872559
	Iteration 23Q: 3 clusters Score -2.3034e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112147 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -23034086.000000 Penalty: 6022.872559
	Iteration 24Q: 3 clusters Score -2.303409e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -23034072.000000 Penalty: 6022.872559
	Iteration 25Q: 3 clusters Score -2.303407e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113365 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -23034080.000000 Penalty: 6022.872559
	Iteration 26Q: 3 clusters Score -2.303408e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113990 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -23034150.000000 Penalty: 6022.872559
	Iteration 27Q: 3 clusters Score -2.303415e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114591 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -23034240.000000 Penalty: 6022.872559
	Iteration 28Q: 3 clusters Score -2.303424e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -23034374.000000 Penalty: 6022.872559
	Iteration 29Q: 3 clusters Score -2.303437e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -23034388.000000 Penalty: 6022.872559
	Iteration 30Q: 3 clusters Score -2.303439e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116463 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -23034470.000000 Penalty: 6022.872559
	Iteration 31Q: 3 clusters Score -2.303447e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -23034538.000000 Penalty: 6022.872559
	Iteration 32Q: 3 clusters Score -2.303454e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -23034500.000000 Penalty: 6022.872559
	Iteration 33Q: 3 clusters Score -2.30345e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -23034640.000000 Penalty: 6022.872559
	Iteration 34Q: 3 clusters Score -2.303464e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -23034634.000000 Penalty: 6022.872559
	Iteration 35Q: 3 clusters Score -2.303463e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119682 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -23034768.000000 Penalty: 6022.872559
	Iteration 36Q: 3 clusters Score -2.303477e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -23034876.000000 Penalty: 6022.872559
	Iteration 37Q: 3 clusters Score -2.303488e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -23034832.000000 Penalty: 6022.872559
	Iteration 38Q: 3 clusters Score -2.303483e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -23034892.000000 Penalty: 6022.872559
	Iteration 39Q: 3 clusters Score -2.303489e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -23034964.000000 Penalty: 6022.872559
	Iteration 40F: 3 clusters Score -2.303496e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -23035030.000000 Penalty: 6022.872559
	Iteration 41Q: 3 clusters Score -2.303503e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -23035090.000000 Penalty: 6022.872559
	Iteration 42Q: 3 clusters Score -2.303509e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124122 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -23035178.000000 Penalty: 6022.872559
	Iteration 43Q: 3 clusters Score -2.303518e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124805 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -23035228.000000 Penalty: 6022.872559
	Iteration 44Q: 3 clusters Score -2.303523e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125442 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -23035314.000000 Penalty: 6022.872559
	Iteration 45Q: 3 clusters Score -2.303531e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126078 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -23035352.000000 Penalty: 6022.872559
	Iteration 46Q: 3 clusters Score -2.303535e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -23035410.000000 Penalty: 6022.872559
	Iteration 47Q: 3 clusters Score -2.303541e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127329 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -23035476.000000 Penalty: 6022.872559
	Iteration 48Q: 3 clusters Score -2.303548e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -23035598.000000 Penalty: 6022.872559
	Iteration 49Q: 3 clusters Score -2.30356e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128636 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -23035592.000000 Penalty: 6022.872559
	Iteration 50Q: 3 clusters Score -2.303559e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129262 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -23035776.000000 Penalty: 6022.872559
	Iteration 51Q: 3 clusters Score -2.303578e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -23035872.000000 Penalty: 6022.872559
	Iteration 52Q: 3 clusters Score -2.303587e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -23035896.000000 Penalty: 6022.872559
	Iteration 53Q: 3 clusters Score -2.30359e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -23035910.000000 Penalty: 6022.872559
	Iteration 54Q: 3 clusters Score -2.303591e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -23035954.000000 Penalty: 6022.872559
	Iteration 55Q: 3 clusters Score -2.303595e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132155 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -23036016.000000 Penalty: 6022.872559
	Iteration 56Q: 3 clusters Score -2.303602e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -23036002.000000 Penalty: 6022.872559
	Iteration 57Q: 3 clusters Score -2.3036e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133149 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -23035978.000000 Penalty: 6022.872559
	Iteration 58Q: 3 clusters Score -2.303598e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133609 members 
Mstep: Class 2 contains 54145 members 
Entering Unmasked Estep 
Score: -23035940.000000 Penalty: 6022.872559
	Iteration 59Q: 3 clusters Score -2.303594e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -23035908.000000 Penalty: 6022.872559
	Iteration 60F: 3 clusters Score -2.303591e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -23035922.000000 Penalty: 6022.872559
	Iteration 61Q: 3 clusters Score -2.303592e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134916 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -23035992.000000 Penalty: 6022.872559
	Iteration 62Q: 3 clusters Score -2.303599e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135321 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -23036022.000000 Penalty: 6022.872559
	Iteration 63Q: 3 clusters Score -2.303602e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -23036038.000000 Penalty: 6022.872559
	Iteration 64Q: 3 clusters Score -2.303604e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136159 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -23036018.000000 Penalty: 6022.872559
	Iteration 65Q: 3 clusters Score -2.303602e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136532 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -23035982.000000 Penalty: 6022.872559
	Iteration 66Q: 3 clusters Score -2.303598e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136901 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -23036046.000000 Penalty: 6022.872559
	Iteration 67Q: 3 clusters Score -2.303605e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -23036082.000000 Penalty: 6022.872559
	Iteration 68Q: 3 clusters Score -2.303608e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137623 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -23036130.000000 Penalty: 6022.872559
	Iteration 69Q: 3 clusters Score -2.303613e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137976 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -23036142.000000 Penalty: 6022.872559
	Iteration 70Q: 3 clusters Score -2.303614e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -23036170.000000 Penalty: 6022.872559
	Iteration 71Q: 3 clusters Score -2.303617e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138666 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -23036150.000000 Penalty: 6022.872559
	Iteration 72Q: 3 clusters Score -2.303615e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138963 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -23036176.000000 Penalty: 6022.872559
	Iteration 73Q: 3 clusters Score -2.303618e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139267 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -23036218.000000 Penalty: 6022.872559
	Iteration 74Q: 3 clusters Score -2.303622e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139565 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -23036168.000000 Penalty: 6022.872559
	Iteration 75Q: 3 clusters Score -2.303617e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139854 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -23036238.000000 Penalty: 6022.872559
	Iteration 76Q: 3 clusters Score -2.303624e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140130 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -23036270.000000 Penalty: 6022.872559
	Iteration 77Q: 3 clusters Score -2.303627e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -23036306.000000 Penalty: 6022.872559
	Iteration 78Q: 3 clusters Score -2.303631e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140699 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -23036318.000000 Penalty: 6022.872559
	Iteration 79Q: 3 clusters Score -2.303632e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140982 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -23036332.000000 Penalty: 6022.872559
	Iteration 80F: 3 clusters Score -2.303633e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141281 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -23036402.000000 Penalty: 6022.872559
	Iteration 81Q: 3 clusters Score -2.30364e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141579 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -23036428.000000 Penalty: 6022.872559
	Iteration 82Q: 3 clusters Score -2.303643e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -23036412.000000 Penalty: 6022.872559
	Iteration 83Q: 3 clusters Score -2.303641e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -23036418.000000 Penalty: 6022.872559
	Iteration 84Q: 3 clusters Score -2.303642e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142316 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -23036472.000000 Penalty: 6022.872559
	Iteration 85Q: 3 clusters Score -2.303647e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142537 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -23036496.000000 Penalty: 6022.872559
	Iteration 86Q: 3 clusters Score -2.30365e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -23036482.000000 Penalty: 6022.872559
	Iteration 87Q: 3 clusters Score -2.303648e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -23036522.000000 Penalty: 6022.872559
	Iteration 88Q: 3 clusters Score -2.303652e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -23036554.000000 Penalty: 6022.872559
	Iteration 89Q: 3 clusters Score -2.303655e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143401 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -23036554.000000 Penalty: 6022.872559
	Iteration 90Q: 3 clusters Score -2.303655e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -23036534.000000 Penalty: 6022.872559
	Iteration 91Q: 3 clusters Score -2.303653e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143832 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -23036572.000000 Penalty: 6022.872559
	Iteration 92Q: 3 clusters Score -2.303657e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144031 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -23036580.000000 Penalty: 6022.872559
	Iteration 93Q: 3 clusters Score -2.303658e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144222 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -23036584.000000 Penalty: 6022.872559
	Iteration 94Q: 3 clusters Score -2.303658e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144410 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -23036612.000000 Penalty: 6022.872559
	Iteration 95Q: 3 clusters Score -2.303661e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144589 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -23036594.000000 Penalty: 6022.872559
	Iteration 96Q: 3 clusters Score -2.303659e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -23036632.000000 Penalty: 6022.872559
	Iteration 97Q: 3 clusters Score -2.303663e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -23036668.000000 Penalty: 6022.872559
	Iteration 98Q: 3 clusters Score -2.303667e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -23036714.000000 Penalty: 6022.872559
	Iteration 99Q: 3 clusters Score -2.303671e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145312 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -23036744.000000 Penalty: 6022.872559
	Iteration 100F: 3 clusters Score -2.303674e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -23036732.000000 Penalty: 6022.872559
	Iteration 101Q: 3 clusters Score -2.303673e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -23036692.000000 Penalty: 6022.872559
	Iteration 102Q: 3 clusters Score -2.303669e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -23036734.000000 Penalty: 6022.872559
	Iteration 103Q: 3 clusters Score -2.303673e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146111 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -23036686.000000 Penalty: 6022.872559
	Iteration 104Q: 3 clusters Score -2.303669e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146328 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -23036684.000000 Penalty: 6022.872559
	Iteration 105Q: 3 clusters Score -2.303668e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146549 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -23036700.000000 Penalty: 6022.872559
	Iteration 106Q: 3 clusters Score -2.30367e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146784 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -23036716.000000 Penalty: 6022.872559
	Iteration 107Q: 3 clusters Score -2.303672e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -23036700.000000 Penalty: 6022.872559
	Iteration 108Q: 3 clusters Score -2.30367e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -23036706.000000 Penalty: 6022.872559
	Iteration 109Q: 3 clusters Score -2.303671e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147466 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -23036772.000000 Penalty: 6022.872559
	Iteration 110Q: 3 clusters Score -2.303677e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147695 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -23036732.000000 Penalty: 6022.872559
	Iteration 111Q: 3 clusters Score -2.303673e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147929 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -23036690.000000 Penalty: 6022.872559
	Iteration 112Q: 3 clusters Score -2.303669e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -23036700.000000 Penalty: 6022.872559
	Iteration 113Q: 3 clusters Score -2.30367e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -23036734.000000 Penalty: 6022.872559
	Iteration 114Q: 3 clusters Score -2.303673e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148566 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -23036782.000000 Penalty: 6022.872559
	Iteration 115Q: 3 clusters Score -2.303678e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148784 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -23036766.000000 Penalty: 6022.872559
	Iteration 116Q: 3 clusters Score -2.303677e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149029 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -23036766.000000 Penalty: 6022.872559
	Iteration 117Q: 3 clusters Score -2.303677e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149269 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -23036782.000000 Penalty: 6022.872559
	Iteration 118Q: 3 clusters Score -2.303678e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -23036746.000000 Penalty: 6022.872559
	Iteration 119Q: 3 clusters Score -2.303675e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -23036726.000000 Penalty: 6022.872559
	Iteration 120F: 3 clusters Score -2.303673e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -23036748.000000 Penalty: 6022.872559
	Iteration 121Q: 3 clusters Score -2.303675e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -23036718.000000 Penalty: 6022.872559
	Iteration 122Q: 3 clusters Score -2.303672e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -23036748.000000 Penalty: 6022.872559
	Iteration 123Q: 3 clusters Score -2.303675e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -23036816.000000 Penalty: 6022.872559
	Iteration 124Q: 3 clusters Score -2.303682e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150991 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -23036802.000000 Penalty: 6022.872559
	Iteration 125Q: 3 clusters Score -2.30368e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -23036782.000000 Penalty: 6022.872559
	Iteration 126Q: 3 clusters Score -2.303678e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -23036770.000000 Penalty: 6022.872559
	Iteration 127Q: 3 clusters Score -2.303677e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151681 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -23036788.000000 Penalty: 6022.872559
	Iteration 128Q: 3 clusters Score -2.303679e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151881 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -23036764.000000 Penalty: 6022.872559
	Iteration 129Q: 3 clusters Score -2.303676e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152084 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -23036738.000000 Penalty: 6022.872559
	Iteration 130Q: 3 clusters Score -2.303674e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -23036772.000000 Penalty: 6022.872559
	Iteration 131Q: 3 clusters Score -2.303677e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -23036748.000000 Penalty: 6022.872559
	Iteration 132Q: 3 clusters Score -2.303675e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -23036804.000000 Penalty: 6022.872559
	Iteration 133Q: 3 clusters Score -2.30368e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -23036738.000000 Penalty: 6022.872559
	Iteration 134Q: 3 clusters Score -2.303674e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153000 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -23036708.000000 Penalty: 6022.872559
	Iteration 135Q: 3 clusters Score -2.303671e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -23036778.000000 Penalty: 6022.872559
	Iteration 136Q: 3 clusters Score -2.303678e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -23036766.000000 Penalty: 6022.872559
	Iteration 137Q: 3 clusters Score -2.303677e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -23036748.000000 Penalty: 6022.872559
	Iteration 138Q: 3 clusters Score -2.303675e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -23036756.000000 Penalty: 6022.872559
	Iteration 139Q: 3 clusters Score -2.303676e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153660 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -23036732.000000 Penalty: 6022.872559
	Iteration 140F: 3 clusters Score -2.303673e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153763 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -23036762.000000 Penalty: 6022.872559
	Iteration 141Q: 3 clusters Score -2.303676e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -23036754.000000 Penalty: 6022.872559
	Iteration 142Q: 3 clusters Score -2.303675e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -23036746.000000 Penalty: 6022.872559
	Iteration 143Q: 3 clusters Score -2.303675e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -23036722.000000 Penalty: 6022.872559
	Iteration 144Q: 3 clusters Score -2.303672e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -23036712.000000 Penalty: 6022.872559
	Iteration 145Q: 3 clusters Score -2.303671e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -23036720.000000 Penalty: 6022.872559
	Iteration 146Q: 3 clusters Score -2.303672e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -23036758.000000 Penalty: 6022.872559
	Iteration 147Q: 3 clusters Score -2.303676e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154457 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -23036738.000000 Penalty: 6022.872559
	Iteration 148Q: 3 clusters Score -2.303674e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -23036702.000000 Penalty: 6022.872559
	Iteration 149Q: 3 clusters Score -2.30367e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154675 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -23036714.000000 Penalty: 6022.872559
	Iteration 150Q: 3 clusters Score -2.303671e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -23036720.000000 Penalty: 6022.872559
	Iteration 151Q: 3 clusters Score -2.303672e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -23036712.000000 Penalty: 6022.872559
	Iteration 152Q: 3 clusters Score -2.303671e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -23036740.000000 Penalty: 6022.872559
	Iteration 153Q: 3 clusters Score -2.303674e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -23036746.000000 Penalty: 6022.872559
	Iteration 154Q: 3 clusters Score -2.303675e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -23036730.000000 Penalty: 6022.872559
	Iteration 155Q: 3 clusters Score -2.303673e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -23036744.000000 Penalty: 6022.872559
	Iteration 156Q: 3 clusters Score -2.303674e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155431 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -23036750.000000 Penalty: 6022.872559
	Iteration 157Q: 3 clusters Score -2.303675e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -23036766.000000 Penalty: 6022.872559
	Iteration 158Q: 3 clusters Score -2.303677e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155651 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -23036772.000000 Penalty: 6022.872559
	Iteration 159Q: 3 clusters Score -2.303677e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -23036778.000000 Penalty: 6022.872559
	Iteration 160F: 3 clusters Score -2.303678e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -23036786.000000 Penalty: 6022.872559
	Iteration 161Q: 3 clusters Score -2.303679e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -23036796.000000 Penalty: 6022.872559
	Iteration 162Q: 3 clusters Score -2.30368e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -23036774.000000 Penalty: 6022.872559
	Iteration 163Q: 3 clusters Score -2.303677e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -23036716.000000 Penalty: 6022.872559
	Iteration 164Q: 3 clusters Score -2.303672e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156442 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -23036718.000000 Penalty: 6022.872559
	Iteration 165Q: 3 clusters Score -2.303672e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156579 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -23036752.000000 Penalty: 6022.872559
	Iteration 166Q: 3 clusters Score -2.303675e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -23036740.000000 Penalty: 6022.872559
	Iteration 167Q: 3 clusters Score -2.303674e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -23036774.000000 Penalty: 6022.872559
	Iteration 168Q: 3 clusters Score -2.303677e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156923 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -23036732.000000 Penalty: 6022.872559
	Iteration 169Q: 3 clusters Score -2.303673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157020 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -23036748.000000 Penalty: 6022.872559
	Iteration 170Q: 3 clusters Score -2.303675e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -23036730.000000 Penalty: 6022.872559
	Iteration 171Q: 3 clusters Score -2.303673e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157225 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -23036688.000000 Penalty: 6022.872559
	Iteration 172Q: 3 clusters Score -2.303669e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -23036678.000000 Penalty: 6022.872559
	Iteration 173Q: 3 clusters Score -2.303668e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157406 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -23036686.000000 Penalty: 6022.872559
	Iteration 174Q: 3 clusters Score -2.303669e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -23036698.000000 Penalty: 6022.872559
	Iteration 175Q: 3 clusters Score -2.30367e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -23036650.000000 Penalty: 6022.872559
	Iteration 176Q: 3 clusters Score -2.303665e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -23036628.000000 Penalty: 6022.872559
	Iteration 177Q: 3 clusters Score -2.303663e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -23036634.000000 Penalty: 6022.872559
	Iteration 178Q: 3 clusters Score -2.303663e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -23036624.000000 Penalty: 6022.872559
	Iteration 179Q: 3 clusters Score -2.303662e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157830 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -23036636.000000 Penalty: 6022.872559
	Iteration 180F: 3 clusters Score -2.303664e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -23036626.000000 Penalty: 6022.872559
	Iteration 181Q: 3 clusters Score -2.303663e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -23036666.000000 Penalty: 6022.872559
	Iteration 182Q: 3 clusters Score -2.303667e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -23036662.000000 Penalty: 6022.872559
	Iteration 183Q: 3 clusters Score -2.303666e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158102 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -23036642.000000 Penalty: 6022.872559
	Iteration 184Q: 3 clusters Score -2.303664e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -23036616.000000 Penalty: 6022.872559
	Iteration 185Q: 3 clusters Score -2.303662e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -23036632.000000 Penalty: 6022.872559
	Iteration 186Q: 3 clusters Score -2.303663e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -23036640.000000 Penalty: 6022.872559
	Iteration 187Q: 3 clusters Score -2.303664e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -23036634.000000 Penalty: 6022.872559
	Iteration 188Q: 3 clusters Score -2.303663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -23036628.000000 Penalty: 6022.872559
	Iteration 189Q: 3 clusters Score -2.303663e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -23036634.000000 Penalty: 6022.872559
	Iteration 190Q: 3 clusters Score -2.303663e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158544 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -23036624.000000 Penalty: 6022.872559
	Iteration 191Q: 3 clusters Score -2.303662e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158615 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -23036624.000000 Penalty: 6022.872559
	Iteration 192Q: 3 clusters Score -2.303662e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158685 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -23036630.000000 Penalty: 6022.872559
	Iteration 193Q: 3 clusters Score -2.303663e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -23036630.000000 Penalty: 6022.872559
	Iteration 194Q: 3 clusters Score -2.303663e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158802 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -23036634.000000 Penalty: 6022.872559
	Iteration 195Q: 3 clusters Score -2.303663e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158848 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -23036644.000000 Penalty: 6022.872559
	Iteration 196Q: 3 clusters Score -2.303664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158887 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -23036620.000000 Penalty: 6022.872559
	Iteration 197Q: 3 clusters Score -2.303662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -23036638.000000 Penalty: 6022.872559
	Iteration 198Q: 3 clusters Score -2.303664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158967 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -23036646.000000 Penalty: 6022.872559
	Iteration 199Q: 3 clusters Score -2.303665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -23036662.000000 Penalty: 6022.872559
	Iteration 200F: 3 clusters Score -2.303666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -23036668.000000 Penalty: 6022.872559
	Iteration 201Q: 3 clusters Score -2.303667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -23036684.000000 Penalty: 6022.872559
	Iteration 202Q: 3 clusters Score -2.303668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159080 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -23036682.000000 Penalty: 6022.872559
	Iteration 203Q: 3 clusters Score -2.303668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159099 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -23036660.000000 Penalty: 6022.872559
	Iteration 204Q: 3 clusters Score -2.303666e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -23036674.000000 Penalty: 6022.872559
	Iteration 205Q: 3 clusters Score -2.303667e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159157 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -23036678.000000 Penalty: 6022.872559
	Iteration 206Q: 3 clusters Score -2.303668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159182 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -23036672.000000 Penalty: 6022.872559
	Iteration 207Q: 3 clusters Score -2.303667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159200 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -23036682.000000 Penalty: 6022.872559
	Iteration 208Q: 3 clusters Score -2.303668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -23036676.000000 Penalty: 6022.872559
	Iteration 209Q: 3 clusters Score -2.303668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -23036692.000000 Penalty: 6022.872559
	Iteration 210Q: 3 clusters Score -2.303669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -23036688.000000 Penalty: 6022.872559
	Iteration 211Q: 3 clusters Score -2.303669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -23036666.000000 Penalty: 6022.872559
	Iteration 212Q: 3 clusters Score -2.303667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159237 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -23036682.000000 Penalty: 6022.872559
	Iteration 213Q: 3 clusters Score -2.303668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -23036678.000000 Penalty: 6022.872559
	Iteration 214Q: 3 clusters Score -2.303668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -23036684.000000 Penalty: 6022.872559
	Iteration 215Q: 3 clusters Score -2.303668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159258 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -23036694.000000 Penalty: 6022.872559
	Iteration 216Q: 3 clusters Score -2.303669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159269 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -23036662.000000 Penalty: 6022.872559
	Iteration 217Q: 3 clusters Score -2.303666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159289 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -23036656.000000 Penalty: 6022.872559
	Iteration 218Q: 3 clusters Score -2.303666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159303 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -23036656.000000 Penalty: 6022.872559
	Iteration 219Q: 3 clusters Score -2.303666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159311 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -23036662.000000 Penalty: 6022.872559
	Iteration 220F: 3 clusters Score -2.303666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159319 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -23036648.000000 Penalty: 6022.872559
	Iteration 221Q: 3 clusters Score -2.303665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159325 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -23036652.000000 Penalty: 6022.872559
	Iteration 222Q: 3 clusters Score -2.303665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159329 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -23036650.000000 Penalty: 6022.872559
	Iteration 223Q: 3 clusters Score -2.303665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159334 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -23036646.000000 Penalty: 6022.872559
	Iteration 224Q: 3 clusters Score -2.303665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159341 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -23036640.000000 Penalty: 6022.872559
	Iteration 225Q: 3 clusters Score -2.303664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159347 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -23036666.000000 Penalty: 6022.872559
	Iteration 226Q: 3 clusters Score -2.303667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159353 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -23036656.000000 Penalty: 6022.872559
	Iteration 227Q: 3 clusters Score -2.303666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159361 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -23036650.000000 Penalty: 6022.872559
	Iteration 228Q: 3 clusters Score -2.303665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159365 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -23036652.000000 Penalty: 6022.872559
	Iteration 229Q: 3 clusters Score -2.303665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159368 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -23036652.000000 Penalty: 6022.872559
	Iteration 230Q: 3 clusters Score -2.303665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159372 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -23036646.000000 Penalty: 6022.872559
	Iteration 231Q: 3 clusters Score -2.303665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -23036650.000000 Penalty: 6022.872559
	Iteration 232Q: 3 clusters Score -2.303665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159381 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -23036656.000000 Penalty: 6022.872559
	Iteration 233Q: 3 clusters Score -2.303666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159387 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -23036664.000000 Penalty: 6022.872559
	Iteration 234Q: 3 clusters Score -2.303666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -23036656.000000 Penalty: 6022.872559
	Iteration 235Q: 3 clusters Score -2.303666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -23036668.000000 Penalty: 6022.872559
	Iteration 236Q: 3 clusters Score -2.303667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -23036660.000000 Penalty: 6022.872559
	Iteration 237Q: 3 clusters Score -2.303666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -23036668.000000 Penalty: 6022.872559
	Iteration 238Q: 3 clusters Score -2.303667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -23036670.000000 Penalty: 6022.872559
	Iteration 239Q: 3 clusters Score -2.303667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -23036670.000000 Penalty: 6022.872559
	Iteration 240F: 3 clusters Score -2.303667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228282 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 103584 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93904 members 
Mstep: Class 10 contains 106201 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162051 members 
Mstep: Class 15 contains 159402 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167043 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14462 members 
Mstep: Class 21 contains 164188 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 28352 members 
Entering Unmasked Estep 
Score: -194738768.000000 Penalty: 92160.671875
Splitting cluster 15 changes total score from -194740112.000000 to -194738768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -765801.437500 Penalty: 2159.291748
	Iteration 0F: 2 clusters Score -765801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -760570.312500 Penalty: 4318.583496
	Iteration 0F: 3 clusters Score -760570.3 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -761813.687500 Penalty: 4318.583496
	Iteration 1F: 3 clusters Score -761813.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -762012.250000 Penalty: 4318.583496
	Iteration 2F: 3 clusters Score -762012.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -762140.250000 Penalty: 4318.583496
	Iteration 3Q: 3 clusters Score -762140.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -762220.187500 Penalty: 4318.583496
	Iteration 4Q: 3 clusters Score -762220.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -762271.625000 Penalty: 4318.583496
	Iteration 5Q: 3 clusters Score -762271.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -762302.875000 Penalty: 4318.583496
	Iteration 6Q: 3 clusters Score -762302.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -762337.125000 Penalty: 4318.583496
	Iteration 7Q: 3 clusters Score -762337.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -762368.187500 Penalty: 4318.583496
	Iteration 8Q: 3 clusters Score -762368.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -762392.500000 Penalty: 4318.583496
	Iteration 9Q: 3 clusters Score -762392.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -762414.000000 Penalty: 4318.583496
	Iteration 10Q: 3 clusters Score -762414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -762428.875000 Penalty: 4318.583496
	Iteration 11Q: 3 clusters Score -762428.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -762444.250000 Penalty: 4318.583496
	Iteration 12Q: 3 clusters Score -762444.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -762457.562500 Penalty: 4318.583496
	Iteration 13Q: 3 clusters Score -762457.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -762470.187500 Penalty: 4318.583496
	Iteration 14Q: 3 clusters Score -762470.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -762480.687500 Penalty: 4318.583496
	Iteration 15Q: 3 clusters Score -762480.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -762492.812500 Penalty: 4318.583496
	Iteration 16Q: 3 clusters Score -762492.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -762503.000000 Penalty: 4318.583496
	Iteration 17Q: 3 clusters Score -762503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -762512.312500 Penalty: 4318.583496
	Iteration 18Q: 3 clusters Score -762512.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -762521.812500 Penalty: 4318.583496
	Iteration 19Q: 3 clusters Score -762521.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -762530.250000 Penalty: 4318.583496
	Iteration 20F: 3 clusters Score -762530.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -762537.437500 Penalty: 4318.583496
	Iteration 21Q: 3 clusters Score -762537.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -762546.187500 Penalty: 4318.583496
	Iteration 22Q: 3 clusters Score -762546.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -762553.500000 Penalty: 4318.583496
	Iteration 23Q: 3 clusters Score -762553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -762561.000000 Penalty: 4318.583496
	Iteration 24Q: 3 clusters Score -762561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -762570.625000 Penalty: 4318.583496
	Iteration 25Q: 3 clusters Score -762570.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -762581.937500 Penalty: 4318.583496
	Iteration 26Q: 3 clusters Score -762581.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -762593.750000 Penalty: 4318.583496
	Iteration 27Q: 3 clusters Score -762593.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -762605.250000 Penalty: 4318.583496
	Iteration 28Q: 3 clusters Score -762605.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -762616.312500 Penalty: 4318.583496
	Iteration 29Q: 3 clusters Score -762616.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -762629.937500 Penalty: 4318.583496
	Iteration 30Q: 3 clusters Score -762629.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -762642.125000 Penalty: 4318.583496
	Iteration 31Q: 3 clusters Score -762642.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -762654.687500 Penalty: 4318.583496
	Iteration 32Q: 3 clusters Score -762654.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -762667.625000 Penalty: 4318.583496
	Iteration 33Q: 3 clusters Score -762667.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -762680.375000 Penalty: 4318.583496
	Iteration 34Q: 3 clusters Score -762680.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -762695.000000 Penalty: 4318.583496
	Iteration 35Q: 3 clusters Score -762695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -762711.187500 Penalty: 4318.583496
	Iteration 36Q: 3 clusters Score -762711.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -762736.875000 Penalty: 4318.583496
	Iteration 37Q: 3 clusters Score -762736.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -762763.687500 Penalty: 4318.583496
	Iteration 38Q: 3 clusters Score -762763.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -762795.937500 Penalty: 4318.583496
	Iteration 39Q: 3 clusters Score -762795.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -762833.187500 Penalty: 4318.583496
	Iteration 40F: 3 clusters Score -762833.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -762879.187500 Penalty: 4318.583496
	Iteration 41Q: 3 clusters Score -762879.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -762935.500000 Penalty: 4318.583496
	Iteration 42Q: 3 clusters Score -762935.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -762992.562500 Penalty: 4318.583496
	Iteration 43Q: 3 clusters Score -762992.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -763041.250000 Penalty: 4318.583496
	Iteration 44Q: 3 clusters Score -763041.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -763093.062500 Penalty: 4318.583496
	Iteration 45Q: 3 clusters Score -763093.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -763144.062500 Penalty: 4318.583496
	Iteration 46Q: 3 clusters Score -763144.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -763204.437500 Penalty: 4318.583496
	Iteration 47Q: 3 clusters Score -763204.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -763269.625000 Penalty: 4318.583496
	Iteration 48Q: 3 clusters Score -763269.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -763345.937500 Penalty: 4318.583496
	Iteration 49Q: 3 clusters Score -763345.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -763409.562500 Penalty: 4318.583496
	Iteration 50Q: 3 clusters Score -763409.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -763478.312500 Penalty: 4318.583496
	Iteration 51Q: 3 clusters Score -763478.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -763532.937500 Penalty: 4318.583496
	Iteration 52Q: 3 clusters Score -763532.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -763586.500000 Penalty: 4318.583496
	Iteration 53Q: 3 clusters Score -763586.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -763638.062500 Penalty: 4318.583496
	Iteration 54Q: 3 clusters Score -763638.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -763672.812500 Penalty: 4318.583496
	Iteration 55Q: 3 clusters Score -763672.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -763701.062500 Penalty: 4318.583496
	Iteration 56Q: 3 clusters Score -763701.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -763717.625000 Penalty: 4318.583496
	Iteration 57Q: 3 clusters Score -763717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -763734.312500 Penalty: 4318.583496
	Iteration 58Q: 3 clusters Score -763734.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -763746.687500 Penalty: 4318.583496
	Iteration 59Q: 3 clusters Score -763746.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -763760.750000 Penalty: 4318.583496
	Iteration 60F: 3 clusters Score -763760.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -763777.750000 Penalty: 4318.583496
	Iteration 61Q: 3 clusters Score -763777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -763789.937500 Penalty: 4318.583496
	Iteration 62Q: 3 clusters Score -763789.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -763804.875000 Penalty: 4318.583496
	Iteration 63Q: 3 clusters Score -763804.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -763808.312500 Penalty: 4318.583496
	Iteration 64Q: 3 clusters Score -763808.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -763816.562500 Penalty: 4318.583496
	Iteration 65Q: 3 clusters Score -763816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -763820.937500 Penalty: 4318.583496
	Iteration 66Q: 3 clusters Score -763820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -763822.500000 Penalty: 4318.583496
	Iteration 67Q: 3 clusters Score -763822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -763825.500000 Penalty: 4318.583496
	Iteration 68Q: 3 clusters Score -763825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -763827.000000 Penalty: 4318.583496
	Iteration 69Q: 3 clusters Score -763827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -763832.187500 Penalty: 4318.583496
	Iteration 70Q: 3 clusters Score -763832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -763836.562500 Penalty: 4318.583496
	Iteration 71Q: 3 clusters Score -763836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -763838.875000 Penalty: 4318.583496
	Iteration 72Q: 3 clusters Score -763838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -763841.500000 Penalty: 4318.583496
	Iteration 73Q: 3 clusters Score -763841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -763841.500000 Penalty: 4318.583496
	Iteration 74Q: 3 clusters Score -763841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -763841.500000 Penalty: 4318.583496
	Iteration 75F: 3 clusters Score -763841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Entering Unmasked Estep 
Score: -7250656.000000 Penalty: 2721.728516
	Iteration 0F: 2 clusters Score -7250656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -7211182.000000 Penalty: 5443.457031
	Iteration 0F: 3 clusters Score -7211182 nChanged 27190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7226221.500000 Penalty: 5443.457031
	Iteration 1F: 3 clusters Score -7226222 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -7226854.000000 Penalty: 5443.457031
	Iteration 2Q: 3 clusters Score -7226854 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -7227649.500000 Penalty: 5443.457031
	Iteration 3Q: 3 clusters Score -7227650 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -7228444.000000 Penalty: 5443.457031
	Iteration 4Q: 3 clusters Score -7228444 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7229664.000000 Penalty: 5443.457031
	Iteration 5Q: 3 clusters Score -7229664 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -7231301.500000 Penalty: 5443.457031
	Iteration 6F: 3 clusters Score -7231302 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -7233822.500000 Penalty: 5443.457031
	Iteration 7F: 3 clusters Score -7233822 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -7236997.000000 Penalty: 5443.457031
	Iteration 8F: 3 clusters Score -7236997 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7240197.000000 Penalty: 5443.457031
	Iteration 9F: 3 clusters Score -7240197 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7242449.000000 Penalty: 5443.457031
	Iteration 10F: 3 clusters Score -7242449 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7243486.500000 Penalty: 5443.457031
	Iteration 11Q: 3 clusters Score -7243486 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7244044.000000 Penalty: 5443.457031
	Iteration 12Q: 3 clusters Score -7244044 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -7244431.000000 Penalty: 5443.457031
	Iteration 13Q: 3 clusters Score -7244431 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -7244743.000000 Penalty: 5443.457031
	Iteration 14Q: 3 clusters Score -7244743 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -7245008.500000 Penalty: 5443.457031
	Iteration 15Q: 3 clusters Score -7245008 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -7245261.000000 Penalty: 5443.457031
	Iteration 16Q: 3 clusters Score -7245261 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -7245529.000000 Penalty: 5443.457031
	Iteration 17Q: 3 clusters Score -7245529 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -7245698.000000 Penalty: 5443.457031
	Iteration 18Q: 3 clusters Score -7245698 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -7245893.500000 Penalty: 5443.457031
	Iteration 19Q: 3 clusters Score -7245894 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -7246072.000000 Penalty: 5443.457031
	Iteration 20F: 3 clusters Score -7246072 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -7246215.000000 Penalty: 5443.457031
	Iteration 21Q: 3 clusters Score -7246215 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -7246385.500000 Penalty: 5443.457031
	Iteration 22Q: 3 clusters Score -7246386 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -7246559.000000 Penalty: 5443.457031
	Iteration 23Q: 3 clusters Score -7246559 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -7246699.000000 Penalty: 5443.457031
	Iteration 24Q: 3 clusters Score -7246699 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -7246834.000000 Penalty: 5443.457031
	Iteration 25Q: 3 clusters Score -7246834 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -7246951.500000 Penalty: 5443.457031
	Iteration 26Q: 3 clusters Score -7246952 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -7247104.500000 Penalty: 5443.457031
	Iteration 27Q: 3 clusters Score -7247104 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -7247232.000000 Penalty: 5443.457031
	Iteration 28Q: 3 clusters Score -7247232 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -7247337.000000 Penalty: 5443.457031
	Iteration 29Q: 3 clusters Score -7247337 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -7247451.500000 Penalty: 5443.457031
	Iteration 30Q: 3 clusters Score -7247452 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7247557.000000 Penalty: 5443.457031
	Iteration 31Q: 3 clusters Score -7247557 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -7247634.000000 Penalty: 5443.457031
	Iteration 32Q: 3 clusters Score -7247634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -7247717.500000 Penalty: 5443.457031
	Iteration 33Q: 3 clusters Score -7247718 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -7247774.000000 Penalty: 5443.457031
	Iteration 34Q: 3 clusters Score -7247774 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -7247835.000000 Penalty: 5443.457031
	Iteration 35Q: 3 clusters Score -7247835 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -7247938.000000 Penalty: 5443.457031
	Iteration 36Q: 3 clusters Score -7247938 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -7248049.500000 Penalty: 5443.457031
	Iteration 37Q: 3 clusters Score -7248050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -7248119.000000 Penalty: 5443.457031
	Iteration 38Q: 3 clusters Score -7248119 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -7248191.000000 Penalty: 5443.457031
	Iteration 39Q: 3 clusters Score -7248191 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -7248237.500000 Penalty: 5443.457031
	Iteration 40F: 3 clusters Score -7248238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -7248254.500000 Penalty: 5443.457031
	Iteration 41Q: 3 clusters Score -7248254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -7248260.500000 Penalty: 5443.457031
	Iteration 42Q: 3 clusters Score -7248260 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -7248309.000000 Penalty: 5443.457031
	Iteration 43Q: 3 clusters Score -7248309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -7248350.000000 Penalty: 5443.457031
	Iteration 44Q: 3 clusters Score -7248350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -7248373.000000 Penalty: 5443.457031
	Iteration 45Q: 3 clusters Score -7248373 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7248379.000000 Penalty: 5443.457031
	Iteration 46Q: 3 clusters Score -7248379 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7248406.000000 Penalty: 5443.457031
	Iteration 47Q: 3 clusters Score -7248406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -7248426.500000 Penalty: 5443.457031
	Iteration 48Q: 3 clusters Score -7248426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -7248423.000000 Penalty: 5443.457031
	Iteration 49Q: 3 clusters Score -7248423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7248444.000000 Penalty: 5443.457031
	Iteration 50Q: 3 clusters Score -7248444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7248470.000000 Penalty: 5443.457031
	Iteration 51Q: 3 clusters Score -7248470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -7248469.000000 Penalty: 5443.457031
	Iteration 52Q: 3 clusters Score -7248469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -7248473.500000 Penalty: 5443.457031
	Iteration 53Q: 3 clusters Score -7248474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -7248477.500000 Penalty: 5443.457031
	Iteration 54Q: 3 clusters Score -7248478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -7248469.000000 Penalty: 5443.457031
	Iteration 55Q: 3 clusters Score -7248469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -7248470.500000 Penalty: 5443.457031
	Iteration 56Q: 3 clusters Score -7248470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -7248485.000000 Penalty: 5443.457031
	Iteration 57Q: 3 clusters Score -7248485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -7248490.000000 Penalty: 5443.457031
	Iteration 58Q: 3 clusters Score -7248490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -7248490.500000 Penalty: 5443.457031
	Iteration 59Q: 3 clusters Score -7248490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7248499.000000 Penalty: 5443.457031
	Iteration 60F: 3 clusters Score -7248499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -7248497.500000 Penalty: 5443.457031
	Iteration 61Q: 3 clusters Score -7248498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -7248501.500000 Penalty: 5443.457031
	Iteration 62Q: 3 clusters Score -7248502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -7248502.500000 Penalty: 5443.457031
	Iteration 63Q: 3 clusters Score -7248502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7248499.000000 Penalty: 5443.457031
	Iteration 64Q: 3 clusters Score -7248499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -7248495.500000 Penalty: 5443.457031
	Iteration 65Q: 3 clusters Score -7248496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -7248497.000000 Penalty: 5443.457031
	Iteration 66Q: 3 clusters Score -7248497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -7248501.500000 Penalty: 5443.457031
	Iteration 67Q: 3 clusters Score -7248502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -7248506.500000 Penalty: 5443.457031
	Iteration 68Q: 3 clusters Score -7248506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7248505.000000 Penalty: 5443.457031
	Iteration 69Q: 3 clusters Score -7248505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7248515.500000 Penalty: 5443.457031
	Iteration 70Q: 3 clusters Score -7248516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -7248518.500000 Penalty: 5443.457031
	Iteration 71Q: 3 clusters Score -7248518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -7248515.500000 Penalty: 5443.457031
	Iteration 72Q: 3 clusters Score -7248516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -7248520.000000 Penalty: 5443.457031
	Iteration 73Q: 3 clusters Score -7248520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7248525.500000 Penalty: 5443.457031
	Iteration 74Q: 3 clusters Score -7248526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -7248525.500000 Penalty: 5443.457031
	Iteration 75Q: 3 clusters Score -7248526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -7248525.500000 Penalty: 5443.457031
	Iteration 76F: 3 clusters Score -7248526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167043 members 
Entering Unmasked Estep 
Score: -20509034.000000 Penalty: 2982.449707
	Iteration 0F: 2 clusters Score -2.050903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -20399234.000000 Penalty: 5964.899414
	Iteration 0F: 3 clusters Score -2.039923e+07 nChanged 80213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 77580 members 
Entering Unmasked Estep 
Score: -20446760.000000 Penalty: 5964.899414
	Iteration 1F: 3 clusters Score -2.044676e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -20448650.000000 Penalty: 5964.899414
	Iteration 2Q: 3 clusters Score -2.044865e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 67847 members 
Entering Unmasked Estep 
Score: -20451428.000000 Penalty: 5964.899414
	Iteration 3Q: 3 clusters Score -2.045143e+07 nChanged 9151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -20456244.000000 Penalty: 5964.899414
	Iteration 4F: 3 clusters Score -2.045624e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119555 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -20464588.000000 Penalty: 5964.899414
	Iteration 5F: 3 clusters Score -2.046459e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -20477138.000000 Penalty: 5964.899414
	Iteration 6F: 3 clusters Score -2.047714e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -20490280.000000 Penalty: 5964.899414
	Iteration 7F: 3 clusters Score -2.049028e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -20499464.000000 Penalty: 5964.899414
	Iteration 8F: 3 clusters Score -2.049946e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -20503988.000000 Penalty: 5964.899414
	Iteration 9Q: 3 clusters Score -2.050399e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -20505602.000000 Penalty: 5964.899414
	Iteration 10Q: 3 clusters Score -2.05056e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166009 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -20506292.000000 Penalty: 5964.899414
	Iteration 11Q: 3 clusters Score -2.050629e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166280 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -20506618.000000 Penalty: 5964.899414
	Iteration 12Q: 3 clusters Score -2.050662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166350 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -20506744.000000 Penalty: 5964.899414
	Iteration 13Q: 3 clusters Score -2.050674e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -20506824.000000 Penalty: 5964.899414
	Iteration 14Q: 3 clusters Score -2.050682e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20506876.000000 Penalty: 5964.899414
	Iteration 15Q: 3 clusters Score -2.050688e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -20506926.000000 Penalty: 5964.899414
	Iteration 16Q: 3 clusters Score -2.050693e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20506974.000000 Penalty: 5964.899414
	Iteration 17Q: 3 clusters Score -2.050697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166419 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20507026.000000 Penalty: 5964.899414
	Iteration 18Q: 3 clusters Score -2.050703e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166407 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20507054.000000 Penalty: 5964.899414
	Iteration 19Q: 3 clusters Score -2.050705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20507092.000000 Penalty: 5964.899414
	Iteration 20F: 3 clusters Score -2.050709e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166376 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20507118.000000 Penalty: 5964.899414
	Iteration 21Q: 3 clusters Score -2.050712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -20507142.000000 Penalty: 5964.899414
	Iteration 22Q: 3 clusters Score -2.050714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20507156.000000 Penalty: 5964.899414
	Iteration 23Q: 3 clusters Score -2.050716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -20507172.000000 Penalty: 5964.899414
	Iteration 24Q: 3 clusters Score -2.050717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20507192.000000 Penalty: 5964.899414
	Iteration 25Q: 3 clusters Score -2.050719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -20507196.000000 Penalty: 5964.899414
	Iteration 26Q: 3 clusters Score -2.05072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166344 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20507194.000000 Penalty: 5964.899414
	Iteration 27Q: 3 clusters Score -2.050719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166339 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20507212.000000 Penalty: 5964.899414
	Iteration 28Q: 3 clusters Score -2.050721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20507222.000000 Penalty: 5964.899414
	Iteration 29Q: 3 clusters Score -2.050722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20507232.000000 Penalty: 5964.899414
	Iteration 30Q: 3 clusters Score -2.050723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166326 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20507248.000000 Penalty: 5964.899414
	Iteration 31Q: 3 clusters Score -2.050725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20507290.000000 Penalty: 5964.899414
	Iteration 32Q: 3 clusters Score -2.050729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20507306.000000 Penalty: 5964.899414
	Iteration 33Q: 3 clusters Score -2.050731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166311 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20507308.000000 Penalty: 5964.899414
	Iteration 34Q: 3 clusters Score -2.050731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166307 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -20507312.000000 Penalty: 5964.899414
	Iteration 35Q: 3 clusters Score -2.050731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166308 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20507310.000000 Penalty: 5964.899414
	Iteration 36Q: 3 clusters Score -2.050731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166306 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20507310.000000 Penalty: 5964.899414
	Iteration 37Q: 3 clusters Score -2.050731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20507332.000000 Penalty: 5964.899414
	Iteration 38Q: 3 clusters Score -2.050733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166301 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 5964.899414
	Iteration 39Q: 3 clusters Score -2.050733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20507332.000000 Penalty: 5964.899414
	Iteration 40F: 3 clusters Score -2.050733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -20507334.000000 Penalty: 5964.899414
	Iteration 41Q: 3 clusters Score -2.050733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 5964.899414
	Iteration 42Q: 3 clusters Score -2.050733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20507328.000000 Penalty: 5964.899414
	Iteration 43F: 3 clusters Score -2.050733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Entering Unmasked Estep 
Score: -1456463.250000 Penalty: 2329.400879
	Iteration 0F: 2 clusters Score -1456463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1447554.375000 Penalty: 4658.801758
	Iteration 0F: 3 clusters Score -1447554 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1450298.625000 Penalty: 4658.801758
	Iteration 1F: 3 clusters Score -1450299 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1450790.125000 Penalty: 4658.801758
	Iteration 2F: 3 clusters Score -1450790 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1451288.625000 Penalty: 4658.801758
	Iteration 3F: 3 clusters Score -1451289 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1451848.000000 Penalty: 4658.801758
	Iteration 4F: 3 clusters Score -1451848 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1452473.875000 Penalty: 4658.801758
	Iteration 5F: 3 clusters Score -1452474 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1453077.375000 Penalty: 4658.801758
	Iteration 6F: 3 clusters Score -1453077 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1453545.500000 Penalty: 4658.801758
	Iteration 7F: 3 clusters Score -1453546 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1453865.375000 Penalty: 4658.801758
	Iteration 8Q: 3 clusters Score -1453865 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1454074.500000 Penalty: 4658.801758
	Iteration 9Q: 3 clusters Score -1454074 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1454229.000000 Penalty: 4658.801758
	Iteration 10Q: 3 clusters Score -1454229 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1454332.125000 Penalty: 4658.801758
	Iteration 11Q: 3 clusters Score -1454332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1454411.500000 Penalty: 4658.801758
	Iteration 12Q: 3 clusters Score -1454412 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1454472.250000 Penalty: 4658.801758
	Iteration 13Q: 3 clusters Score -1454472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1454529.000000 Penalty: 4658.801758
	Iteration 14Q: 3 clusters Score -1454529 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1454578.250000 Penalty: 4658.801758
	Iteration 15Q: 3 clusters Score -1454578 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1454639.500000 Penalty: 4658.801758
	Iteration 16Q: 3 clusters Score -1454640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1454707.750000 Penalty: 4658.801758
	Iteration 17Q: 3 clusters Score -1454708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1454774.375000 Penalty: 4658.801758
	Iteration 18Q: 3 clusters Score -1454774 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1454834.500000 Penalty: 4658.801758
	Iteration 19Q: 3 clusters Score -1454834 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1454894.625000 Penalty: 4658.801758
	Iteration 20F: 3 clusters Score -1454895 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1454956.250000 Penalty: 4658.801758
	Iteration 21Q: 3 clusters Score -1454956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1454991.500000 Penalty: 4658.801758
	Iteration 22Q: 3 clusters Score -1454992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1455037.000000 Penalty: 4658.801758
	Iteration 23Q: 3 clusters Score -1455037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1455072.875000 Penalty: 4658.801758
	Iteration 24Q: 3 clusters Score -1455073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1455104.625000 Penalty: 4658.801758
	Iteration 25Q: 3 clusters Score -1455105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1455123.250000 Penalty: 4658.801758
	Iteration 26Q: 3 clusters Score -1455123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1455135.875000 Penalty: 4658.801758
	Iteration 27Q: 3 clusters Score -1455136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1455146.250000 Penalty: 4658.801758
	Iteration 28Q: 3 clusters Score -1455146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1455164.750000 Penalty: 4658.801758
	Iteration 29Q: 3 clusters Score -1455165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1455171.375000 Penalty: 4658.801758
	Iteration 30Q: 3 clusters Score -1455171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1455179.375000 Penalty: 4658.801758
	Iteration 31Q: 3 clusters Score -1455179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1455183.500000 Penalty: 4658.801758
	Iteration 32Q: 3 clusters Score -1455184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1455189.500000 Penalty: 4658.801758
	Iteration 33Q: 3 clusters Score -1455190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1455193.000000 Penalty: 4658.801758
	Iteration 34Q: 3 clusters Score -1455193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1455201.125000 Penalty: 4658.801758
	Iteration 35Q: 3 clusters Score -1455201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1455202.875000 Penalty: 4658.801758
	Iteration 36Q: 3 clusters Score -1455203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1455204.750000 Penalty: 4658.801758
	Iteration 37Q: 3 clusters Score -1455205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1455203.750000 Penalty: 4658.801758
	Iteration 38Q: 3 clusters Score -1455204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1455208.000000 Penalty: 4658.801758
	Iteration 39Q: 3 clusters Score -1455208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1455208.125000 Penalty: 4658.801758
	Iteration 40F: 3 clusters Score -1455208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1455208.250000 Penalty: 4658.801758
	Iteration 41Q: 3 clusters Score -1455208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1455208.750000 Penalty: 4658.801758
	Iteration 42Q: 3 clusters Score -1455209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1455208.750000 Penalty: 4658.801758
	Iteration 43Q: 3 clusters Score -1455209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1455210.125000 Penalty: 4658.801758
	Iteration 44Q: 3 clusters Score -1455210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1455211.375000 Penalty: 4658.801758
	Iteration 45Q: 3 clusters Score -1455211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1455210.250000 Penalty: 4658.801758
	Iteration 46Q: 3 clusters Score -1455210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1455210.750000 Penalty: 4658.801758
	Iteration 47Q: 3 clusters Score -1455211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1455211.750000 Penalty: 4658.801758
	Iteration 48Q: 3 clusters Score -1455212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1455210.625000 Penalty: 4658.801758
	Iteration 49Q: 3 clusters Score -1455211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1455211.625000 Penalty: 4658.801758
	Iteration 50Q: 3 clusters Score -1455212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1455215.250000 Penalty: 4658.801758
	Iteration 51Q: 3 clusters Score -1455215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1455214.750000 Penalty: 4658.801758
	Iteration 52Q: 3 clusters Score -1455215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1455215.875000 Penalty: 4658.801758
	Iteration 53Q: 3 clusters Score -1455216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1455213.375000 Penalty: 4658.801758
	Iteration 54Q: 3 clusters Score -1455213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1455220.625000 Penalty: 4658.801758
	Iteration 55Q: 3 clusters Score -1455221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1455220.875000 Penalty: 4658.801758
	Iteration 56Q: 3 clusters Score -1455221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1455219.875000 Penalty: 4658.801758
	Iteration 57Q: 3 clusters Score -1455220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1455220.375000 Penalty: 4658.801758
	Iteration 58Q: 3 clusters Score -1455220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1455221.750000 Penalty: 4658.801758
	Iteration 59Q: 3 clusters Score -1455222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1455222.625000 Penalty: 4658.801758
	Iteration 60F: 3 clusters Score -1455223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1455222.625000 Penalty: 4658.801758
	Iteration 61Q: 3 clusters Score -1455223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1455221.625000 Penalty: 4658.801758
	Iteration 62Q: 3 clusters Score -1455222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1455221.625000 Penalty: 4658.801758
	Iteration 63F: 3 clusters Score -1455222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Entering Unmasked Estep 
Score: -1652985.125000 Penalty: 2375.661377
	Iteration 0F: 2 clusters Score -1652985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1642461.375000 Penalty: 4751.322754
	Iteration 0F: 3 clusters Score -1642461 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1645899.500000 Penalty: 4751.322754
	Iteration 1F: 3 clusters Score -1645900 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1646620.250000 Penalty: 4751.322754
	Iteration 2F: 3 clusters Score -1646620 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1647359.000000 Penalty: 4751.322754
	Iteration 3F: 3 clusters Score -1647359 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1647950.125000 Penalty: 4751.322754
	Iteration 4F: 3 clusters Score -1647950 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1648428.000000 Penalty: 4751.322754
	Iteration 5F: 3 clusters Score -1648428 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1648867.625000 Penalty: 4751.322754
	Iteration 6F: 3 clusters Score -1648868 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1649258.750000 Penalty: 4751.322754
	Iteration 7Q: 3 clusters Score -1649259 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1649594.250000 Penalty: 4751.322754
	Iteration 8Q: 3 clusters Score -1649594 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1649876.750000 Penalty: 4751.322754
	Iteration 9Q: 3 clusters Score -1649877 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1650103.875000 Penalty: 4751.322754
	Iteration 10Q: 3 clusters Score -1650104 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1650364.375000 Penalty: 4751.322754
	Iteration 11Q: 3 clusters Score -1650364 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1650672.250000 Penalty: 4751.322754
	Iteration 12Q: 3 clusters Score -1650672 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1651034.375000 Penalty: 4751.322754
	Iteration 13Q: 3 clusters Score -1651034 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1651371.500000 Penalty: 4751.322754
	Iteration 14Q: 3 clusters Score -1651372 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1651644.000000 Penalty: 4751.322754
	Iteration 15Q: 3 clusters Score -1651644 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1651871.375000 Penalty: 4751.322754
	Iteration 16Q: 3 clusters Score -1651871 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1652065.375000 Penalty: 4751.322754
	Iteration 17Q: 3 clusters Score -1652065 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1652251.000000 Penalty: 4751.322754
	Iteration 18Q: 3 clusters Score -1652251 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1652419.750000 Penalty: 4751.322754
	Iteration 19Q: 3 clusters Score -1652420 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1652555.375000 Penalty: 4751.322754
	Iteration 20F: 3 clusters Score -1652555 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1652662.625000 Penalty: 4751.322754
	Iteration 21Q: 3 clusters Score -1652663 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1652767.375000 Penalty: 4751.322754
	Iteration 22Q: 3 clusters Score -1652767 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1652897.625000 Penalty: 4751.322754
	Iteration 23Q: 3 clusters Score -1652898 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1653002.125000 Penalty: 4751.322754
	Iteration 24Q: 3 clusters Score -1653002 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1653080.750000 Penalty: 4751.322754
	Iteration 25Q: 3 clusters Score -1653081 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1653157.500000 Penalty: 4751.322754
	Iteration 26Q: 3 clusters Score -1653158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1653243.875000 Penalty: 4751.322754
	Iteration 27Q: 3 clusters Score -1653244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1653319.625000 Penalty: 4751.322754
	Iteration 28Q: 3 clusters Score -1653320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1653396.250000 Penalty: 4751.322754
	Iteration 29Q: 3 clusters Score -1653396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1653446.250000 Penalty: 4751.322754
	Iteration 30Q: 3 clusters Score -1653446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1653502.625000 Penalty: 4751.322754
	Iteration 31Q: 3 clusters Score -1653503 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1653551.625000 Penalty: 4751.322754
	Iteration 32Q: 3 clusters Score -1653552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1653599.875000 Penalty: 4751.322754
	Iteration 33Q: 3 clusters Score -1653600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1653637.750000 Penalty: 4751.322754
	Iteration 34Q: 3 clusters Score -1653638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1653668.625000 Penalty: 4751.322754
	Iteration 35Q: 3 clusters Score -1653669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1653678.750000 Penalty: 4751.322754
	Iteration 36Q: 3 clusters Score -1653679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1653681.750000 Penalty: 4751.322754
	Iteration 37Q: 3 clusters Score -1653682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1653683.750000 Penalty: 4751.322754
	Iteration 38Q: 3 clusters Score -1653684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1653685.125000 Penalty: 4751.322754
	Iteration 39Q: 3 clusters Score -1653685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1653691.750000 Penalty: 4751.322754
	Iteration 40F: 3 clusters Score -1653692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1653693.625000 Penalty: 4751.322754
	Iteration 41Q: 3 clusters Score -1653694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1653698.500000 Penalty: 4751.322754
	Iteration 42Q: 3 clusters Score -1653698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1653699.000000 Penalty: 4751.322754
	Iteration 43Q: 3 clusters Score -1653699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1653702.750000 Penalty: 4751.322754
	Iteration 44Q: 3 clusters Score -1653703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1653701.875000 Penalty: 4751.322754
	Iteration 45Q: 3 clusters Score -1653702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1653701.875000 Penalty: 4751.322754
	Iteration 46F: 3 clusters Score -1653702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228282 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 103584 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93904 members 
Mstep: Class 10 contains 106201 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162051 members 
Mstep: Class 15 contains 187754 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167043 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 826 members 
Mstep: Class 21 contains 164188 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 13636 members 
Entering Unmasked Estep 
Score: -194739152.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194740112.000000 to -194739152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164188 members 
Entering Unmasked Estep 
Score: -20312542.000000 Penalty: 2978.174316
	Iteration 0F: 2 clusters Score -2.031254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -20204484.000000 Penalty: 5956.348633
	Iteration 0F: 3 clusters Score -2.020448e+07 nChanged 78346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -20250398.000000 Penalty: 5956.348633
	Iteration 1F: 3 clusters Score -2.02504e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -20251818.000000 Penalty: 5956.348633
	Iteration 2Q: 3 clusters Score -2.025182e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87450 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -20253714.000000 Penalty: 5956.348633
	Iteration 3Q: 3 clusters Score -2.025371e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -20256326.000000 Penalty: 5956.348633
	Iteration 4Q: 3 clusters Score -2.025633e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95481 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -20259590.000000 Penalty: 5956.348633
	Iteration 5Q: 3 clusters Score -2.025959e+07 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -20263444.000000 Penalty: 5956.348633
	Iteration 6F: 3 clusters Score -2.026344e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109353 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -20268544.000000 Penalty: 5956.348633
	Iteration 7F: 3 clusters Score -2.026854e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118650 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -20274874.000000 Penalty: 5956.348633
	Iteration 8F: 3 clusters Score -2.027487e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128856 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -20282284.000000 Penalty: 5956.348633
	Iteration 9F: 3 clusters Score -2.028228e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138995 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -20290258.000000 Penalty: 5956.348633
	Iteration 10F: 3 clusters Score -2.029026e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -20297540.000000 Penalty: 5956.348633
	Iteration 11F: 3 clusters Score -2.029754e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154689 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -20302846.000000 Penalty: 5956.348633
	Iteration 12Q: 3 clusters Score -2.030285e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159129 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -20306518.000000 Penalty: 5956.348633
	Iteration 13Q: 3 clusters Score -2.030652e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -20308324.000000 Penalty: 5956.348633
	Iteration 14Q: 3 clusters Score -2.030832e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162540 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20309126.000000 Penalty: 5956.348633
	Iteration 15Q: 3 clusters Score -2.030913e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20309458.000000 Penalty: 5956.348633
	Iteration 16Q: 3 clusters Score -2.030946e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20309676.000000 Penalty: 5956.348633
	Iteration 17Q: 3 clusters Score -2.030968e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163357 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20309778.000000 Penalty: 5956.348633
	Iteration 18Q: 3 clusters Score -2.030978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20309850.000000 Penalty: 5956.348633
	Iteration 19Q: 3 clusters Score -2.030985e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20309888.000000 Penalty: 5956.348633
	Iteration 20F: 3 clusters Score -2.030989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163506 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20309944.000000 Penalty: 5956.348633
	Iteration 21Q: 3 clusters Score -2.030994e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163531 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20309960.000000 Penalty: 5956.348633
	Iteration 22Q: 3 clusters Score -2.030996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20309994.000000 Penalty: 5956.348633
	Iteration 23Q: 3 clusters Score -2.030999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163562 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -20309992.000000 Penalty: 5956.348633
	Iteration 24Q: 3 clusters Score -2.030999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163571 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20309990.000000 Penalty: 5956.348633
	Iteration 25Q: 3 clusters Score -2.030999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163586 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20309986.000000 Penalty: 5956.348633
	Iteration 26Q: 3 clusters Score -2.030999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -20310012.000000 Penalty: 5956.348633
	Iteration 27Q: 3 clusters Score -2.031001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20310014.000000 Penalty: 5956.348633
	Iteration 28Q: 3 clusters Score -2.031001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20310002.000000 Penalty: 5956.348633
	Iteration 29Q: 3 clusters Score -2.031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20310014.000000 Penalty: 5956.348633
	Iteration 30Q: 3 clusters Score -2.031001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20310006.000000 Penalty: 5956.348633
	Iteration 31Q: 3 clusters Score -2.031001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20310016.000000 Penalty: 5956.348633
	Iteration 32Q: 3 clusters Score -2.031002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163614 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20310018.000000 Penalty: 5956.348633
	Iteration 33Q: 3 clusters Score -2.031002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -20310018.000000 Penalty: 5956.348633
	Iteration 34Q: 3 clusters Score -2.031002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20310016.000000 Penalty: 5956.348633
	Iteration 35Q: 3 clusters Score -2.031002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20310006.000000 Penalty: 5956.348633
	Iteration 36Q: 3 clusters Score -2.031001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20310010.000000 Penalty: 5956.348633
	Iteration 37Q: 3 clusters Score -2.031001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20310022.000000 Penalty: 5956.348633
	Iteration 38Q: 3 clusters Score -2.031002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163628 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20310020.000000 Penalty: 5956.348633
	Iteration 39Q: 3 clusters Score -2.031002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20310032.000000 Penalty: 5956.348633
	Iteration 40F: 3 clusters Score -2.031003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -20310044.000000 Penalty: 5956.348633
	Iteration 41Q: 3 clusters Score -2.031004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163643 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20310034.000000 Penalty: 5956.348633
	Iteration 42Q: 3 clusters Score -2.031003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20310032.000000 Penalty: 5956.348633
	Iteration 43Q: 3 clusters Score -2.031003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163652 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20310034.000000 Penalty: 5956.348633
	Iteration 44Q: 3 clusters Score -2.031003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20310040.000000 Penalty: 5956.348633
	Iteration 45Q: 3 clusters Score -2.031004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -20310048.000000 Penalty: 5956.348633
	Iteration 46Q: 3 clusters Score -2.031005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20310052.000000 Penalty: 5956.348633
	Iteration 47Q: 3 clusters Score -2.031005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20310058.000000 Penalty: 5956.348633
	Iteration 48Q: 3 clusters Score -2.031006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20310064.000000 Penalty: 5956.348633
	Iteration 49Q: 3 clusters Score -2.031006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20310068.000000 Penalty: 5956.348633
	Iteration 50Q: 3 clusters Score -2.031007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20310060.000000 Penalty: 5956.348633
	Iteration 51Q: 3 clusters Score -2.031006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20310060.000000 Penalty: 5956.348633
	Iteration 52F: 3 clusters Score -2.031006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -332271.281250 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -332271.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -329238.125000 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -329238.1 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -329760.156250 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -329760.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -329881.750000 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -329881.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -329943.812500 Penalty: 3919.083008
	Iteration 3Q: 3 clusters Score -329943.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -329982.312500 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -329982.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -330011.843750 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -330011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -330033.875000 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -330033.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -330048.000000 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -330048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -330061.625000 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -330061.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -330074.968750 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -330075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -330089.437500 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -330089.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -330099.593750 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -330099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -330107.156250 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -330107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -330115.437500 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -330115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -330119.437500 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -330119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -330120.562500 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -330120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -330122.375000 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -330122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -330124.343750 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -330124.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -330128.500000 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -330128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -330130.468750 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -330130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -330131.937500 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -330131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -330133.406250 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -330133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -330133.437500 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -330133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -330134.218750 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -330134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -330134.218750 Penalty: 3919.083008
	Iteration 24F: 3 clusters Score -330134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72794.570312 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72794.57 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -72983.367188 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -72983.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73057.343750 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73057.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73100.882812 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73100.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73127.867188 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73127.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73150.000000 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73172.515625 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73172.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73184.312500 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73184.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73209.898438 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73209.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73246.929688 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -73246.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73264.914062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -73264.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73287.140625 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -73287.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73298.742188 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -73298.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73303.468750 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -73303.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73303.468750 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -73303.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 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 360 members 
Entering Unmasked Estep 
Score: -74317.703125 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74317.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74559.046875 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74559.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74653.765625 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74653.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -74700.312500 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74700.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -74738.390625 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74738.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74765.976562 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74765.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74789.406250 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74789.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74800.429688 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74800.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74808.156250 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74808.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74810.015625 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -74810.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74815.093750 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -74815.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74823.937500 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -74823.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74841.484375 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -74841.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74883.687500 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -74883.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74925.281250 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -74925.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -74954.039062 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -74954.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74979.937500 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -74979.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75004.171875 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -75004.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75034.828125 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -75034.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75066.062500 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -75066.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75073.429688 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -75073.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75084.382812 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -75084.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75098.007812 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -75098.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75106.484375 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -75106.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75116.546875 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -75116.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75119.679688 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -75119.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75119.679688 Penalty: 3252.162109
	Iteration 26F: 3 clusters Score -75119.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75965.156250 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75965.16 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76234.289062 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76234.29 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76411.601562 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76411.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76545.539062 Penalty: 3250.043945
	Iteration 3F: 3 clusters Score -76545.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76620.007812 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76620.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76655.242188 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76655.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76681.929688 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76681.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -76720.234375 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76720.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76806.382812 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76806.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76919.070312 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76919.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77059.867188 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -77059.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77173.359375 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -77173.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -77238.437500 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -77238.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77288.734375 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -77288.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77313.789062 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -77313.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77320.890625 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -77320.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77320.890625 Penalty: 3250.043945
	Iteration 16F: 3 clusters Score -77320.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228282 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 103584 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93904 members 
Mstep: Class 10 contains 106201 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162051 members 
Mstep: Class 15 contains 187754 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167043 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 14462 members 
Mstep: Class 21 contains 164188 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740032.000000 Penalty: 88616.031250
Iteration 359Q: 26 clusters Score -1.9474e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228269 members 
Mstep: Class 4 contains 167768 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23043 members 
Mstep: Class 7 contains 103591 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93908 members 
Mstep: Class 10 contains 106208 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162050 members 
Mstep: Class 15 contains 187757 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167043 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14462 members 
Mstep: Class 21 contains 164191 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 360F: 26 clusters Score -1.9474e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228260 members 
Mstep: Class 4 contains 167760 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 103594 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93913 members 
Mstep: Class 10 contains 106211 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187770 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167041 members 
Mstep: Class 19 contains 12002 members 
Mstep: Class 20 contains 14461 members 
Mstep: Class 21 contains 164189 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740032.000000 Penalty: 88616.031250
Iteration 361Q: 26 clusters Score -1.9474e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228262 members 
Mstep: Class 4 contains 167757 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23050 members 
Mstep: Class 7 contains 103595 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93918 members 
Mstep: Class 10 contains 106211 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 162055 members 
Mstep: Class 15 contains 187768 members 
Mstep: Class 16 contains 6008 members 
Mstep: Class 17 contains 58376 members 
Mstep: Class 18 contains 167044 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 14461 members 
Mstep: Class 21 contains 164190 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 362Q: 26 clusters Score -1.9474e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228270 members 
Mstep: Class 4 contains 167757 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23049 members 
Mstep: Class 7 contains 103602 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93921 members 
Mstep: Class 10 contains 106211 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 162055 members 
Mstep: Class 15 contains 187752 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167044 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 14461 members 
Mstep: Class 21 contains 164190 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 363Q: 26 clusters Score -1.9474e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228288 members 
Mstep: Class 4 contains 167752 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23050 members 
Mstep: Class 7 contains 103606 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 106211 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 162053 members 
Mstep: Class 15 contains 187741 members 
Mstep: Class 16 contains 5994 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 167051 members 
Mstep: Class 19 contains 12004 members 
Mstep: Class 20 contains 14458 members 
Mstep: Class 21 contains 164188 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 364Q: 26 clusters Score -1.947401e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228296 members 
Mstep: Class 4 contains 167746 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23050 members 
Mstep: Class 7 contains 103608 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93914 members 
Mstep: Class 10 contains 106212 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 162057 members 
Mstep: Class 15 contains 187731 members 
Mstep: Class 16 contains 5981 members 
Mstep: Class 17 contains 58381 members 
Mstep: Class 18 contains 167057 members 
Mstep: Class 19 contains 12005 members 
Mstep: Class 20 contains 14457 members 
Mstep: Class 21 contains 164190 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 365Q: 26 clusters Score -1.947401e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228293 members 
Mstep: Class 4 contains 167742 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23056 members 
Mstep: Class 7 contains 103615 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93913 members 
Mstep: Class 10 contains 106215 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 162056 members 
Mstep: Class 15 contains 187723 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 58382 members 
Mstep: Class 18 contains 167058 members 
Mstep: Class 19 contains 12006 members 
Mstep: Class 20 contains 14454 members 
Mstep: Class 21 contains 164190 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739952.000000 Penalty: 88616.031250
Iteration 366Q: 26 clusters Score -1.9474e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228298 members 
Mstep: Class 4 contains 167739 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 103622 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93911 members 
Mstep: Class 10 contains 106216 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6637 members 
Mstep: Class 14 contains 162052 members 
Mstep: Class 15 contains 187714 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 167054 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14452 members 
Mstep: Class 21 contains 164193 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 367Q: 26 clusters Score -1.947401e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228311 members 
Mstep: Class 4 contains 167737 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 103626 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93910 members 
Mstep: Class 10 contains 106217 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 162050 members 
Mstep: Class 15 contains 187703 members 
Mstep: Class 16 contains 5946 members 
Mstep: Class 17 contains 58387 members 
Mstep: Class 18 contains 167056 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14451 members 
Mstep: Class 21 contains 164188 members 
Mstep: Class 22 contains 2701 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739888.000000 Penalty: 88616.031250
Iteration 368Q: 26 clusters Score -1.947399e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228330 members 
Mstep: Class 4 contains 167734 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 103633 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93909 members 
Mstep: Class 10 contains 106214 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 162046 members 
Mstep: Class 15 contains 187691 members 
Mstep: Class 16 contains 5934 members 
Mstep: Class 17 contains 58387 members 
Mstep: Class 18 contains 167056 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 14447 members 
Mstep: Class 21 contains 164186 members 
Mstep: Class 22 contains 2702 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739952.000000 Penalty: 88616.031250
Iteration 369Q: 26 clusters Score -1.9474e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228345 members 
Mstep: Class 4 contains 167730 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23089 members 
Mstep: Class 7 contains 103639 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93910 members 
Mstep: Class 10 contains 106212 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162044 members 
Mstep: Class 15 contains 187687 members 
Mstep: Class 16 contains 5918 members 
Mstep: Class 17 contains 58384 members 
Mstep: Class 18 contains 167056 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14442 members 
Mstep: Class 21 contains 164182 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740048.000000 Penalty: 88616.031250
Iteration 370Q: 26 clusters Score -1.9474e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228358 members 
Mstep: Class 4 contains 167728 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23097 members 
Mstep: Class 7 contains 103649 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 93914 members 
Mstep: Class 10 contains 106211 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162042 members 
Mstep: Class 15 contains 187679 members 
Mstep: Class 16 contains 5904 members 
Mstep: Class 17 contains 58382 members 
Mstep: Class 18 contains 167059 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14435 members 
Mstep: Class 21 contains 164179 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 371Q: 26 clusters Score -1.947401e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228352 members 
Mstep: Class 4 contains 167724 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23107 members 
Mstep: Class 7 contains 103658 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 93919 members 
Mstep: Class 10 contains 106211 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162040 members 
Mstep: Class 15 contains 187673 members 
Mstep: Class 16 contains 5896 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167063 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14430 members 
Mstep: Class 21 contains 164182 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 372Q: 26 clusters Score -1.9474e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228347 members 
Mstep: Class 4 contains 167724 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 7 contains 103666 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93924 members 
Mstep: Class 10 contains 106215 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162035 members 
Mstep: Class 15 contains 187663 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167068 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14427 members 
Mstep: Class 21 contains 164188 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 88616.031250
Iteration 373Q: 26 clusters Score -1.947401e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228333 members 
Mstep: Class 4 contains 167726 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23116 members 
Mstep: Class 7 contains 103669 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93925 members 
Mstep: Class 10 contains 106215 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162030 members 
Mstep: Class 15 contains 187666 members 
Mstep: Class 16 contains 5878 members 
Mstep: Class 17 contains 58381 members 
Mstep: Class 18 contains 167080 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14426 members 
Mstep: Class 21 contains 164190 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740144.000000 Penalty: 88616.031250
Iteration 374Q: 26 clusters Score -1.947401e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228306 members 
Mstep: Class 4 contains 167730 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103674 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93933 members 
Mstep: Class 10 contains 106218 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162028 members 
Mstep: Class 15 contains 187661 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 58383 members 
Mstep: Class 18 contains 167092 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14422 members 
Mstep: Class 21 contains 164195 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740192.000000 Penalty: 88616.031250
Iteration 375Q: 26 clusters Score -1.947402e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228293 members 
Mstep: Class 4 contains 167736 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103676 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93936 members 
Mstep: Class 10 contains 106218 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162030 members 
Mstep: Class 15 contains 187656 members 
Mstep: Class 16 contains 5859 members 
Mstep: Class 17 contains 58382 members 
Mstep: Class 18 contains 167103 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 21 contains 164200 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 88616.031250
Iteration 376Q: 26 clusters Score -1.947401e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228272 members 
Mstep: Class 4 contains 167738 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23119 members 
Mstep: Class 7 contains 103681 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93943 members 
Mstep: Class 10 contains 106222 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162035 members 
Mstep: Class 15 contains 187656 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 58380 members 
Mstep: Class 18 contains 167115 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 164200 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 377Q: 26 clusters Score -1.9474e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228259 members 
Mstep: Class 4 contains 167741 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 103685 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93946 members 
Mstep: Class 10 contains 106222 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162036 members 
Mstep: Class 15 contains 187650 members 
Mstep: Class 16 contains 5838 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167129 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 164206 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740192.000000 Penalty: 88616.031250
Iteration 378Q: 26 clusters Score -1.947402e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228244 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103689 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93951 members 
Mstep: Class 10 contains 106229 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162036 members 
Mstep: Class 15 contains 187633 members 
Mstep: Class 16 contains 5830 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 167136 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 164214 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740224.000000 Penalty: 88616.031250
Iteration 379Q: 26 clusters Score -1.947402e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228230 members 
Mstep: Class 4 contains 167752 members 
Mstep: Class 5 contains 817 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103696 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93961 members 
Mstep: Class 10 contains 106226 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162037 members 
Mstep: Class 15 contains 187618 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 58376 members 
Mstep: Class 18 contains 167149 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 164220 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740224.000000 Penalty: 88616.031250
Iteration 380F: 26 clusters Score -1.947402e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228219 members 
Mstep: Class 4 contains 167752 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103703 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93971 members 
Mstep: Class 10 contains 106228 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162044 members 
Mstep: Class 15 contains 187593 members 
Mstep: Class 16 contains 5819 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167154 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 164223 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 381Q: 26 clusters Score -1.947401e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228219 members 
Mstep: Class 4 contains 167756 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 103710 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93976 members 
Mstep: Class 10 contains 106229 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162044 members 
Mstep: Class 15 contains 187564 members 
Mstep: Class 16 contains 5815 members 
Mstep: Class 17 contains 58380 members 
Mstep: Class 18 contains 167166 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 164223 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739952.000000 Penalty: 88616.031250
Iteration 382Q: 26 clusters Score -1.9474e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228223 members 
Mstep: Class 4 contains 167763 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 103716 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93981 members 
Mstep: Class 10 contains 106229 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162042 members 
Mstep: Class 15 contains 187535 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167179 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 164222 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 88616.031250
Iteration 383Q: 26 clusters Score -1.947401e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228219 members 
Mstep: Class 4 contains 167767 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 103722 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 93991 members 
Mstep: Class 10 contains 106229 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162044 members 
Mstep: Class 15 contains 187515 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 167189 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14416 members 
Mstep: Class 21 contains 164227 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740112.000000 Penalty: 88616.031250
Iteration 384Q: 26 clusters Score -1.947401e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90540 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228214 members 
Mstep: Class 4 contains 167770 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 103722 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94005 members 
Mstep: Class 10 contains 106235 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162041 members 
Mstep: Class 15 contains 187498 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167198 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 14415 members 
Mstep: Class 21 contains 164229 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740224.000000 Penalty: 88616.031250
Iteration 385Q: 26 clusters Score -1.947402e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228217 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 103725 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94016 members 
Mstep: Class 10 contains 106238 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162040 members 
Mstep: Class 15 contains 187470 members 
Mstep: Class 16 contains 5790 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 167210 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 21 contains 164231 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740112.000000 Penalty: 88616.031250
Iteration 386Q: 26 clusters Score -1.947401e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90542 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228229 members 
Mstep: Class 4 contains 167777 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103727 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94027 members 
Mstep: Class 10 contains 106237 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162037 members 
Mstep: Class 15 contains 187454 members 
Mstep: Class 16 contains 5777 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167215 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14414 members 
Mstep: Class 21 contains 164231 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 88616.031250
Iteration 387Q: 26 clusters Score -1.947401e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90538 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228230 members 
Mstep: Class 4 contains 167779 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103732 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94034 members 
Mstep: Class 10 contains 106235 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162033 members 
Mstep: Class 15 contains 187448 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 58377 members 
Mstep: Class 18 contains 167216 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14413 members 
Mstep: Class 21 contains 164235 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740080.000000 Penalty: 88616.031250
Iteration 388Q: 26 clusters Score -1.947401e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90536 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228221 members 
Mstep: Class 4 contains 167781 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103740 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94045 members 
Mstep: Class 10 contains 106233 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162029 members 
Mstep: Class 15 contains 187446 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 58379 members 
Mstep: Class 18 contains 167217 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 14410 members 
Mstep: Class 21 contains 164241 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740080.000000 Penalty: 88616.031250
Iteration 389Q: 26 clusters Score -1.947401e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228226 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 103743 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94053 members 
Mstep: Class 10 contains 106229 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162028 members 
Mstep: Class 15 contains 187437 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 167228 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 14410 members 
Mstep: Class 21 contains 164246 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740080.000000 Penalty: 88616.031250
Iteration 390Q: 26 clusters Score -1.947401e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228234 members 
Mstep: Class 4 contains 167770 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103749 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 94059 members 
Mstep: Class 10 contains 106230 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6651 members 
Mstep: Class 14 contains 162022 members 
Mstep: Class 15 contains 187435 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 58374 members 
Mstep: Class 18 contains 167230 members 
Mstep: Class 19 contains 12009 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 164247 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739920.000000 Penalty: 88616.031250
Iteration 391Q: 26 clusters Score -1.947399e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228238 members 
Mstep: Class 4 contains 167770 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23122 members 
Mstep: Class 7 contains 103751 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 94068 members 
Mstep: Class 10 contains 106234 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 162018 members 
Mstep: Class 15 contains 187426 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 17 contains 58372 members 
Mstep: Class 18 contains 167235 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 164247 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739936.000000 Penalty: 88616.031250
Iteration 392Q: 26 clusters Score -1.947399e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228237 members 
Mstep: Class 4 contains 167773 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103749 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 94075 members 
Mstep: Class 10 contains 106236 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 162014 members 
Mstep: Class 15 contains 187418 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 58373 members 
Mstep: Class 18 contains 167243 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 164252 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 88616.031250
Iteration 393Q: 26 clusters Score -1.947401e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228232 members 
Mstep: Class 4 contains 167771 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23116 members 
Mstep: Class 7 contains 103749 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 94076 members 
Mstep: Class 10 contains 106245 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 162010 members 
Mstep: Class 15 contains 187415 members 
Mstep: Class 16 contains 5723 members 
Mstep: Class 17 contains 58374 members 
Mstep: Class 18 contains 167251 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 164256 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 88616.031250
Iteration 394Q: 26 clusters Score -1.947401e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228221 members 
Mstep: Class 4 contains 167774 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 103752 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 94081 members 
Mstep: Class 10 contains 106253 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 162001 members 
Mstep: Class 15 contains 187409 members 
Mstep: Class 16 contains 5719 members 
Mstep: Class 17 contains 58375 members 
Mstep: Class 18 contains 167256 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14408 members 
Mstep: Class 21 contains 164261 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740192.000000 Penalty: 88616.031250
Iteration 395Q: 26 clusters Score -1.947402e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90532 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228225 members 
Mstep: Class 4 contains 167775 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 103752 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 94081 members 
Mstep: Class 10 contains 106254 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 161995 members 
Mstep: Class 15 contains 187407 members 
Mstep: Class 16 contains 5711 members 
Mstep: Class 17 contains 58373 members 
Mstep: Class 18 contains 167260 members 
Mstep: Class 19 contains 12008 members 
Mstep: Class 20 contains 14407 members 
Mstep: Class 21 contains 164269 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740176.000000 Penalty: 88616.031250
Iteration 396Q: 26 clusters Score -1.947402e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228227 members 
Mstep: Class 4 contains 167778 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 103753 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94086 members 
Mstep: Class 10 contains 106259 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 161989 members 
Mstep: Class 15 contains 187403 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 58373 members 
Mstep: Class 18 contains 167264 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 14407 members 
Mstep: Class 21 contains 164272 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740320.000000 Penalty: 88616.031250
Iteration 397Q: 26 clusters Score -1.947403e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228229 members 
Mstep: Class 4 contains 167777 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23114 members 
Mstep: Class 7 contains 103757 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94089 members 
Mstep: Class 10 contains 106264 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 6655 members 
Mstep: Class 14 contains 161989 members 
Mstep: Class 15 contains 187396 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 58370 members 
Mstep: Class 18 contains 167268 members 
Mstep: Class 19 contains 12011 members 
Mstep: Class 20 contains 14405 members 
Mstep: Class 21 contains 164278 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740048.000000 Penalty: 88616.031250
Iteration 398Q: 26 clusters Score -1.9474e+08 nChanged 96
Entering ConstructFrom: 
Score: -194740048.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Entering Unmasked Estep 
Score: -11242471.000000 Penalty: 2830.518555
	Iteration 0F: 2 clusters Score -1.124247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -11181815.000000 Penalty: 5661.037109
	Iteration 0F: 3 clusters Score -1.118182e+07 nChanged 42855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -11205985.000000 Penalty: 5661.037109
	Iteration 1F: 3 clusters Score -1.120598e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -11206883.000000 Penalty: 5661.037109
	Iteration 2Q: 3 clusters Score -1.120688e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -11208146.000000 Penalty: 5661.037109
	Iteration 3Q: 3 clusters Score -1.120815e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -11210610.000000 Penalty: 5661.037109
	Iteration 4F: 3 clusters Score -1.121061e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -11214720.000000 Penalty: 5661.037109
	Iteration 5F: 3 clusters Score -1.121472e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -11220649.000000 Penalty: 5661.037109
	Iteration 6F: 3 clusters Score -1.122065e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -11227626.000000 Penalty: 5661.037109
	Iteration 7F: 3 clusters Score -1.122763e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -11233503.000000 Penalty: 5661.037109
	Iteration 8F: 3 clusters Score -1.12335e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -11237042.000000 Penalty: 5661.037109
	Iteration 9Q: 3 clusters Score -1.123704e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -11238707.000000 Penalty: 5661.037109
	Iteration 10Q: 3 clusters Score -1.123871e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -11239536.000000 Penalty: 5661.037109
	Iteration 11Q: 3 clusters Score -1.123954e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -11239947.000000 Penalty: 5661.037109
	Iteration 12Q: 3 clusters Score -1.123995e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -11240158.000000 Penalty: 5661.037109
	Iteration 13Q: 3 clusters Score -1.124016e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -11240316.000000 Penalty: 5661.037109
	Iteration 14Q: 3 clusters Score -1.124032e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -11240411.000000 Penalty: 5661.037109
	Iteration 15Q: 3 clusters Score -1.124041e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -11240481.000000 Penalty: 5661.037109
	Iteration 16Q: 3 clusters Score -1.124048e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -11240519.000000 Penalty: 5661.037109
	Iteration 17Q: 3 clusters Score -1.124052e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -11240542.000000 Penalty: 5661.037109
	Iteration 18Q: 3 clusters Score -1.124054e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -11240603.000000 Penalty: 5661.037109
	Iteration 19Q: 3 clusters Score -1.12406e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -11240623.000000 Penalty: 5661.037109
	Iteration 20F: 3 clusters Score -1.124062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -11240666.000000 Penalty: 5661.037109
	Iteration 21Q: 3 clusters Score -1.124067e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -11240668.000000 Penalty: 5661.037109
	Iteration 22Q: 3 clusters Score -1.124067e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -11240693.000000 Penalty: 5661.037109
	Iteration 23Q: 3 clusters Score -1.124069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -11240693.000000 Penalty: 5661.037109
	Iteration 24Q: 3 clusters Score -1.124069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -11240690.000000 Penalty: 5661.037109
	Iteration 25Q: 3 clusters Score -1.124069e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -11240700.000000 Penalty: 5661.037109
	Iteration 26Q: 3 clusters Score -1.12407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -11240715.000000 Penalty: 5661.037109
	Iteration 27Q: 3 clusters Score -1.124072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -11240721.000000 Penalty: 5661.037109
	Iteration 28Q: 3 clusters Score -1.124072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -11240709.000000 Penalty: 5661.037109
	Iteration 29Q: 3 clusters Score -1.124071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -11240718.000000 Penalty: 5661.037109
	Iteration 30Q: 3 clusters Score -1.124072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -11240721.000000 Penalty: 5661.037109
	Iteration 31Q: 3 clusters Score -1.124072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -11240726.000000 Penalty: 5661.037109
	Iteration 32Q: 3 clusters Score -1.124073e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -11240723.000000 Penalty: 5661.037109
	Iteration 33Q: 3 clusters Score -1.124072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -11240728.000000 Penalty: 5661.037109
	Iteration 34Q: 3 clusters Score -1.124073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -11240724.000000 Penalty: 5661.037109
	Iteration 35Q: 3 clusters Score -1.124072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -11240722.000000 Penalty: 5661.037109
	Iteration 36Q: 3 clusters Score -1.124072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -11240723.000000 Penalty: 5661.037109
	Iteration 37Q: 3 clusters Score -1.124072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -11240721.000000 Penalty: 5661.037109
	Iteration 38Q: 3 clusters Score -1.124072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -11240726.000000 Penalty: 5661.037109
	Iteration 39Q: 3 clusters Score -1.124073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -11240726.000000 Penalty: 5661.037109
	Iteration 40F: 3 clusters Score -1.124073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -110654.625000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -110654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108799.125000 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -108799.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -109336.062500 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -109336.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109626.960938 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -109627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109768.320312 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -109768.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109864.414062 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -109864.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -109952.515625 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -109952.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -110005.312500 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -110005.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -110054.101562 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -110054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -110104.929688 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -110104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -110117.632812 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -110117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -110119.484375 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -110119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -110124.351562 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -110124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -110125.359375 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -110125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -110125.359375 Penalty: 3459.341553
	Iteration 13F: 3 clusters Score -110125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (228235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228235 members 
Entering Unmasked Estep 
Score: -28113812.000000 Penalty: 3059.856445
	Iteration 0F: 2 clusters Score -2.811381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -27971440.000000 Penalty: 6119.712891
	Iteration 0F: 3 clusters Score -2.797144e+07 nChanged 110111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -28034548.000000 Penalty: 6119.712891
	Iteration 1F: 3 clusters Score -2.803455e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 113919 members 
Entering Unmasked Estep 
Score: -28035448.000000 Penalty: 6119.712891
	Iteration 2Q: 3 clusters Score -2.803545e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -28036368.000000 Penalty: 6119.712891
	Iteration 3Q: 3 clusters Score -2.803637e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -28037332.000000 Penalty: 6119.712891
	Iteration 4Q: 3 clusters Score -2.803733e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 113236 members 
Entering Unmasked Estep 
Score: -28038502.000000 Penalty: 6119.712891
	Iteration 5Q: 3 clusters Score -2.80385e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115426 members 
Mstep: Class 2 contains 112809 members 
Entering Unmasked Estep 
Score: -28039762.000000 Penalty: 6119.712891
	Iteration 6Q: 3 clusters Score -2.803976e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116128 members 
Mstep: Class 2 contains 112107 members 
Entering Unmasked Estep 
Score: -28040908.000000 Penalty: 6119.712891
	Iteration 7Q: 3 clusters Score -2.804091e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 111183 members 
Entering Unmasked Estep 
Score: -28042484.000000 Penalty: 6119.712891
	Iteration 8Q: 3 clusters Score -2.804248e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 109815 members 
Entering Unmasked Estep 
Score: -28044514.000000 Penalty: 6119.712891
	Iteration 9Q: 3 clusters Score -2.804451e+07 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120462 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -28047370.000000 Penalty: 6119.712891
	Iteration 10Q: 3 clusters Score -2.804737e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
Score: -28050994.000000 Penalty: 6119.712891
	Iteration 11Q: 3 clusters Score -2.805099e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126370 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -28056332.000000 Penalty: 6119.712891
	Iteration 12Q: 3 clusters Score -2.805633e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130245 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -28064064.000000 Penalty: 6119.712891
	Iteration 13F: 3 clusters Score -2.806406e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -28074074.000000 Penalty: 6119.712891
	Iteration 14F: 3 clusters Score -2.807407e+07 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137647 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -28081950.000000 Penalty: 6119.712891
	Iteration 15F: 3 clusters Score -2.808195e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140355 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -28086338.000000 Penalty: 6119.712891
	Iteration 16Q: 3 clusters Score -2.808634e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -28088524.000000 Penalty: 6119.712891
	Iteration 17Q: 3 clusters Score -2.808852e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -28089926.000000 Penalty: 6119.712891
	Iteration 18Q: 3 clusters Score -2.808993e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -28091310.000000 Penalty: 6119.712891
	Iteration 19Q: 3 clusters Score -2.809131e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -28092784.000000 Penalty: 6119.712891
	Iteration 20F: 3 clusters Score -2.809278e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153091 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -28094176.000000 Penalty: 6119.712891
	Iteration 21Q: 3 clusters Score -2.809418e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155938 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -28095830.000000 Penalty: 6119.712891
	Iteration 22Q: 3 clusters Score -2.809583e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158932 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -28097586.000000 Penalty: 6119.712891
	Iteration 23Q: 3 clusters Score -2.809759e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -28099122.000000 Penalty: 6119.712891
	Iteration 24Q: 3 clusters Score -2.809912e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -28100720.000000 Penalty: 6119.712891
	Iteration 25Q: 3 clusters Score -2.810072e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167720 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -28102404.000000 Penalty: 6119.712891
	Iteration 26Q: 3 clusters Score -2.81024e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170343 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -28103808.000000 Penalty: 6119.712891
	Iteration 27Q: 3 clusters Score -2.810381e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -28104766.000000 Penalty: 6119.712891
	Iteration 28Q: 3 clusters Score -2.810477e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174785 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -28105600.000000 Penalty: 6119.712891
	Iteration 29Q: 3 clusters Score -2.81056e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176793 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -28106382.000000 Penalty: 6119.712891
	Iteration 30Q: 3 clusters Score -2.810638e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178630 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -28107200.000000 Penalty: 6119.712891
	Iteration 31Q: 3 clusters Score -2.81072e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180353 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -28107868.000000 Penalty: 6119.712891
	Iteration 32Q: 3 clusters Score -2.810787e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181872 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -28108272.000000 Penalty: 6119.712891
	Iteration 33Q: 3 clusters Score -2.810827e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -28108578.000000 Penalty: 6119.712891
	Iteration 34Q: 3 clusters Score -2.810858e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184651 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -28108820.000000 Penalty: 6119.712891
	Iteration 35Q: 3 clusters Score -2.810882e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185816 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -28109060.000000 Penalty: 6119.712891
	Iteration 36Q: 3 clusters Score -2.810906e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -28109030.000000 Penalty: 6119.712891
	Iteration 37Q: 3 clusters Score -2.810903e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187877 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -28109218.000000 Penalty: 6119.712891
	Iteration 38Q: 3 clusters Score -2.810922e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188819 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -28109418.000000 Penalty: 6119.712891
	Iteration 39Q: 3 clusters Score -2.810942e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189732 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -28109536.000000 Penalty: 6119.712891
	Iteration 40F: 3 clusters Score -2.810954e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190666 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -28109582.000000 Penalty: 6119.712891
	Iteration 41Q: 3 clusters Score -2.810958e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -28109662.000000 Penalty: 6119.712891
	Iteration 42Q: 3 clusters Score -2.810966e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192430 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -28109664.000000 Penalty: 6119.712891
	Iteration 43Q: 3 clusters Score -2.810966e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193223 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -28109668.000000 Penalty: 6119.712891
	Iteration 44Q: 3 clusters Score -2.810967e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193962 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -28109588.000000 Penalty: 6119.712891
	Iteration 45Q: 3 clusters Score -2.810959e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194730 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -28109560.000000 Penalty: 6119.712891
	Iteration 46Q: 3 clusters Score -2.810956e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195486 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -28109518.000000 Penalty: 6119.712891
	Iteration 47Q: 3 clusters Score -2.810952e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196206 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -28109460.000000 Penalty: 6119.712891
	Iteration 48Q: 3 clusters Score -2.810946e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196931 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -28109464.000000 Penalty: 6119.712891
	Iteration 49Q: 3 clusters Score -2.810946e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197644 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -28109472.000000 Penalty: 6119.712891
	Iteration 50Q: 3 clusters Score -2.810947e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198375 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -28109394.000000 Penalty: 6119.712891
	Iteration 51Q: 3 clusters Score -2.810939e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199115 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -28109440.000000 Penalty: 6119.712891
	Iteration 52Q: 3 clusters Score -2.810944e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199863 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -28109402.000000 Penalty: 6119.712891
	Iteration 53Q: 3 clusters Score -2.81094e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -28109378.000000 Penalty: 6119.712891
	Iteration 54Q: 3 clusters Score -2.810938e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201283 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -28109354.000000 Penalty: 6119.712891
	Iteration 55Q: 3 clusters Score -2.810935e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202012 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -28109370.000000 Penalty: 6119.712891
	Iteration 56Q: 3 clusters Score -2.810937e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202731 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -28109260.000000 Penalty: 6119.712891
	Iteration 57Q: 3 clusters Score -2.810926e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203463 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -28109292.000000 Penalty: 6119.712891
	Iteration 58Q: 3 clusters Score -2.810929e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204178 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -28109308.000000 Penalty: 6119.712891
	Iteration 59Q: 3 clusters Score -2.810931e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204891 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -28109308.000000 Penalty: 6119.712891
	Iteration 60F: 3 clusters Score -2.810931e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205647 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -28109372.000000 Penalty: 6119.712891
	Iteration 61Q: 3 clusters Score -2.810937e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -28109370.000000 Penalty: 6119.712891
	Iteration 62Q: 3 clusters Score -2.810937e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207047 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -28109338.000000 Penalty: 6119.712891
	Iteration 63Q: 3 clusters Score -2.810934e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207782 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -28109378.000000 Penalty: 6119.712891
	Iteration 64Q: 3 clusters Score -2.810938e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208525 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -28109332.000000 Penalty: 6119.712891
	Iteration 65Q: 3 clusters Score -2.810933e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209257 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -28109264.000000 Penalty: 6119.712891
	Iteration 66Q: 3 clusters Score -2.810926e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210021 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -28109260.000000 Penalty: 6119.712891
	Iteration 67Q: 3 clusters Score -2.810926e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210789 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -28109264.000000 Penalty: 6119.712891
	Iteration 68Q: 3 clusters Score -2.810926e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211594 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -28109230.000000 Penalty: 6119.712891
	Iteration 69Q: 3 clusters Score -2.810923e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212374 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -28109254.000000 Penalty: 6119.712891
	Iteration 70Q: 3 clusters Score -2.810925e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213182 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -28109324.000000 Penalty: 6119.712891
	Iteration 71Q: 3 clusters Score -2.810932e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213976 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -28109316.000000 Penalty: 6119.712891
	Iteration 72Q: 3 clusters Score -2.810932e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214763 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -28109316.000000 Penalty: 6119.712891
	Iteration 73Q: 3 clusters Score -2.810932e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215567 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -28109380.000000 Penalty: 6119.712891
	Iteration 74Q: 3 clusters Score -2.810938e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216405 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -28109350.000000 Penalty: 6119.712891
	Iteration 75Q: 3 clusters Score -2.810935e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217246 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -28109356.000000 Penalty: 6119.712891
	Iteration 76Q: 3 clusters Score -2.810936e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218131 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -28109390.000000 Penalty: 6119.712891
	Iteration 77Q: 3 clusters Score -2.810939e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219026 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -28109500.000000 Penalty: 6119.712891
	Iteration 78Q: 3 clusters Score -2.81095e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219893 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -28109614.000000 Penalty: 6119.712891
	Iteration 79Q: 3 clusters Score -2.810961e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220708 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -28109654.000000 Penalty: 6119.712891
	Iteration 80F: 3 clusters Score -2.810965e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221507 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -28109770.000000 Penalty: 6119.712891
	Iteration 81Q: 3 clusters Score -2.810977e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222203 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -28109910.000000 Penalty: 6119.712891
	Iteration 82Q: 3 clusters Score -2.810991e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222844 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -28110126.000000 Penalty: 6119.712891
	Iteration 83Q: 3 clusters Score -2.811013e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223447 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -28110326.000000 Penalty: 6119.712891
	Iteration 84Q: 3 clusters Score -2.811033e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223971 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -28110406.000000 Penalty: 6119.712891
	Iteration 85Q: 3 clusters Score -2.811041e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224429 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -28110560.000000 Penalty: 6119.712891
	Iteration 86Q: 3 clusters Score -2.811056e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224826 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -28110650.000000 Penalty: 6119.712891
	Iteration 87Q: 3 clusters Score -2.811065e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225177 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -28110624.000000 Penalty: 6119.712891
	Iteration 88Q: 3 clusters Score -2.811062e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225462 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -28110750.000000 Penalty: 6119.712891
	Iteration 89Q: 3 clusters Score -2.811075e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225697 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -28110796.000000 Penalty: 6119.712891
	Iteration 90Q: 3 clusters Score -2.81108e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225888 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -28110814.000000 Penalty: 6119.712891
	Iteration 91Q: 3 clusters Score -2.811081e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226050 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -28110912.000000 Penalty: 6119.712891
	Iteration 92Q: 3 clusters Score -2.811091e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226190 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -28110940.000000 Penalty: 6119.712891
	Iteration 93Q: 3 clusters Score -2.811094e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226314 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -28111030.000000 Penalty: 6119.712891
	Iteration 94Q: 3 clusters Score -2.811103e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226429 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -28110998.000000 Penalty: 6119.712891
	Iteration 95Q: 3 clusters Score -2.8111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226524 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -28111050.000000 Penalty: 6119.712891
	Iteration 96Q: 3 clusters Score -2.811105e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226612 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -28111040.000000 Penalty: 6119.712891
	Iteration 97Q: 3 clusters Score -2.811104e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226691 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -28111068.000000 Penalty: 6119.712891
	Iteration 98Q: 3 clusters Score -2.811107e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226758 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -28111114.000000 Penalty: 6119.712891
	Iteration 99Q: 3 clusters Score -2.811111e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226812 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -28111128.000000 Penalty: 6119.712891
	Iteration 100F: 3 clusters Score -2.811113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226862 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -28111164.000000 Penalty: 6119.712891
	Iteration 101Q: 3 clusters Score -2.811116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226902 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -28111170.000000 Penalty: 6119.712891
	Iteration 102Q: 3 clusters Score -2.811117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226944 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -28111238.000000 Penalty: 6119.712891
	Iteration 103Q: 3 clusters Score -2.811124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226976 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -28111210.000000 Penalty: 6119.712891
	Iteration 104Q: 3 clusters Score -2.811121e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227014 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -28111228.000000 Penalty: 6119.712891
	Iteration 105Q: 3 clusters Score -2.811123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227051 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -28111246.000000 Penalty: 6119.712891
	Iteration 106Q: 3 clusters Score -2.811125e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227072 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -28111226.000000 Penalty: 6119.712891
	Iteration 107Q: 3 clusters Score -2.811123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227091 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -28111240.000000 Penalty: 6119.712891
	Iteration 108Q: 3 clusters Score -2.811124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227105 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -28111232.000000 Penalty: 6119.712891
	Iteration 109Q: 3 clusters Score -2.811123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227117 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -28111234.000000 Penalty: 6119.712891
	Iteration 110Q: 3 clusters Score -2.811123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227126 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -28111248.000000 Penalty: 6119.712891
	Iteration 111Q: 3 clusters Score -2.811125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227134 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -28111226.000000 Penalty: 6119.712891
	Iteration 112Q: 3 clusters Score -2.811123e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227143 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -28111256.000000 Penalty: 6119.712891
	Iteration 113Q: 3 clusters Score -2.811126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227156 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -28111274.000000 Penalty: 6119.712891
	Iteration 114Q: 3 clusters Score -2.811127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227165 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -28111276.000000 Penalty: 6119.712891
	Iteration 115Q: 3 clusters Score -2.811128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227168 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -28111260.000000 Penalty: 6119.712891
	Iteration 116Q: 3 clusters Score -2.811126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227170 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -28111276.000000 Penalty: 6119.712891
	Iteration 117Q: 3 clusters Score -2.811128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227171 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -28111268.000000 Penalty: 6119.712891
	Iteration 118Q: 3 clusters Score -2.811127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227176 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -28111278.000000 Penalty: 6119.712891
	Iteration 119Q: 3 clusters Score -2.811128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227181 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -28111278.000000 Penalty: 6119.712891
	Iteration 120F: 3 clusters Score -2.811128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227183 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -28111278.000000 Penalty: 6119.712891
	Iteration 121Q: 3 clusters Score -2.811128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227185 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -28111268.000000 Penalty: 6119.712891
	Iteration 122Q: 3 clusters Score -2.811127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227187 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -28111268.000000 Penalty: 6119.712891
	Iteration 123Q: 3 clusters Score -2.811127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227189 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -28111264.000000 Penalty: 6119.712891
	Iteration 124Q: 3 clusters Score -2.811126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227191 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -28111274.000000 Penalty: 6119.712891
	Iteration 125Q: 3 clusters Score -2.811127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227190 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -28111292.000000 Penalty: 6119.712891
	Iteration 126Q: 3 clusters Score -2.811129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227191 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -28111278.000000 Penalty: 6119.712891
	Iteration 127Q: 3 clusters Score -2.811128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227193 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -28111284.000000 Penalty: 6119.712891
	Iteration 128Q: 3 clusters Score -2.811128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227194 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -28111280.000000 Penalty: 6119.712891
	Iteration 129Q: 3 clusters Score -2.811128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227196 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -28111270.000000 Penalty: 6119.712891
	Iteration 130Q: 3 clusters Score -2.811127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227201 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -28111280.000000 Penalty: 6119.712891
	Iteration 131Q: 3 clusters Score -2.811128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227203 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -28111284.000000 Penalty: 6119.712891
	Iteration 132Q: 3 clusters Score -2.811128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227208 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -28111292.000000 Penalty: 6119.712891
	Iteration 133Q: 3 clusters Score -2.811129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227212 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -28111294.000000 Penalty: 6119.712891
	Iteration 134Q: 3 clusters Score -2.811129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227215 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -28111284.000000 Penalty: 6119.712891
	Iteration 135Q: 3 clusters Score -2.811128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227216 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -28111284.000000 Penalty: 6119.712891
	Iteration 136Q: 3 clusters Score -2.811128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227219 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -28111272.000000 Penalty: 6119.712891
	Iteration 137Q: 3 clusters Score -2.811127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227223 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -28111296.000000 Penalty: 6119.712891
	Iteration 138Q: 3 clusters Score -2.81113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227224 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -28111292.000000 Penalty: 6119.712891
	Iteration 139Q: 3 clusters Score -2.811129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227225 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -28111294.000000 Penalty: 6119.712891
	Iteration 140F: 3 clusters Score -2.811129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167769 members 
Entering Unmasked Estep 
Score: -20722370.000000 Penalty: 2983.525146
	Iteration 0F: 2 clusters Score -2.072237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -20612718.000000 Penalty: 5967.050293
	Iteration 0F: 3 clusters Score -2.061272e+07 nChanged 80359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85945 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -20658830.000000 Penalty: 5967.050293
	Iteration 1F: 3 clusters Score -2.065883e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -20659480.000000 Penalty: 5967.050293
	Iteration 2Q: 3 clusters Score -2.065948e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -20660244.000000 Penalty: 5967.050293
	Iteration 3Q: 3 clusters Score -2.066024e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -20661182.000000 Penalty: 5967.050293
	Iteration 4Q: 3 clusters Score -2.066118e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -20662708.000000 Penalty: 5967.050293
	Iteration 5Q: 3 clusters Score -2.066271e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -20665254.000000 Penalty: 5967.050293
	Iteration 6Q: 3 clusters Score -2.066525e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110112 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -20670164.000000 Penalty: 5967.050293
	Iteration 7F: 3 clusters Score -2.067016e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -20679362.000000 Penalty: 5967.050293
	Iteration 8F: 3 clusters Score -2.067936e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -20692740.000000 Penalty: 5967.050293
	Iteration 9F: 3 clusters Score -2.069274e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -20706076.000000 Penalty: 5967.050293
	Iteration 10F: 3 clusters Score -2.070608e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -20714158.000000 Penalty: 5967.050293
	Iteration 11F: 3 clusters Score -2.071416e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -20717738.000000 Penalty: 5967.050293
	Iteration 12Q: 3 clusters Score -2.071774e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20719016.000000 Penalty: 5967.050293
	Iteration 13Q: 3 clusters Score -2.071902e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -20719452.000000 Penalty: 5967.050293
	Iteration 14Q: 3 clusters Score -2.071945e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166013 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -20719702.000000 Penalty: 5967.050293
	Iteration 15Q: 3 clusters Score -2.07197e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166189 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -20719836.000000 Penalty: 5967.050293
	Iteration 16Q: 3 clusters Score -2.071984e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166301 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20719934.000000 Penalty: 5967.050293
	Iteration 17Q: 3 clusters Score -2.071993e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -20720018.000000 Penalty: 5967.050293
	Iteration 18Q: 3 clusters Score -2.072002e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20720112.000000 Penalty: 5967.050293
	Iteration 19Q: 3 clusters Score -2.072011e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20720172.000000 Penalty: 5967.050293
	Iteration 20F: 3 clusters Score -2.072017e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20720206.000000 Penalty: 5967.050293
	Iteration 21Q: 3 clusters Score -2.072021e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166520 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -20720242.000000 Penalty: 5967.050293
	Iteration 22Q: 3 clusters Score -2.072024e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166529 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20720248.000000 Penalty: 5967.050293
	Iteration 23Q: 3 clusters Score -2.072025e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166538 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -20720282.000000 Penalty: 5967.050293
	Iteration 24Q: 3 clusters Score -2.072028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166541 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -20720268.000000 Penalty: 5967.050293
	Iteration 25Q: 3 clusters Score -2.072027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20720282.000000 Penalty: 5967.050293
	Iteration 26Q: 3 clusters Score -2.072028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -20720294.000000 Penalty: 5967.050293
	Iteration 27Q: 3 clusters Score -2.072029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20720300.000000 Penalty: 5967.050293
	Iteration 28Q: 3 clusters Score -2.07203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166560 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20720278.000000 Penalty: 5967.050293
	Iteration 29Q: 3 clusters Score -2.072028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166567 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20720292.000000 Penalty: 5967.050293
	Iteration 30Q: 3 clusters Score -2.072029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20720284.000000 Penalty: 5967.050293
	Iteration 31Q: 3 clusters Score -2.072028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20720284.000000 Penalty: 5967.050293
	Iteration 32F: 3 clusters Score -2.072028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -90319.750000 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -90319.75 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 395 members 
Entering Unmasked Estep 
Score: -88545.289062 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -88545.29 nChanged 184
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: -88862.484375 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -88862.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89015.257812 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -89015.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89095.414062 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -89095.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89191.109375 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -89191.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89271.203125 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -89271.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -89333.296875 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -89333.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89405.359375 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -89405.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -89483.554688 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -89483.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89558.937500 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -89558.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89647.757812 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -89647.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89763.460938 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -89763.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89854.953125 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -89854.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89864.484375 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -89864.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89864.484375 Penalty: 3326.603760
	Iteration 14F: 3 clusters Score -89864.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Entering Unmasked Estep 
Score: -2816283.750000 Penalty: 2491.941162
	Iteration 0F: 2 clusters Score -2816284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2800246.750000 Penalty: 4983.882324
	Iteration 0F: 3 clusters Score -2800247 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2805626.750000 Penalty: 4983.882324
	Iteration 1F: 3 clusters Score -2805627 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2806040.250000 Penalty: 4983.882324
	Iteration 2F: 3 clusters Score -2806040 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2806402.500000 Penalty: 4983.882324
	Iteration 3Q: 3 clusters Score -2806402 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2806753.500000 Penalty: 4983.882324
	Iteration 4Q: 3 clusters Score -2806754 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2807109.750000 Penalty: 4983.882324
	Iteration 5Q: 3 clusters Score -2807110 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2807542.750000 Penalty: 4983.882324
	Iteration 6Q: 3 clusters Score -2807543 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2808071.250000 Penalty: 4983.882324
	Iteration 7Q: 3 clusters Score -2808071 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2808788.000000 Penalty: 4983.882324
	Iteration 8F: 3 clusters Score -2808788 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2809750.000000 Penalty: 4983.882324
	Iteration 9F: 3 clusters Score -2809750 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2810877.000000 Penalty: 4983.882324
	Iteration 10F: 3 clusters Score -2810877 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2811802.750000 Penalty: 4983.882324
	Iteration 11Q: 3 clusters Score -2811803 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2812393.750000 Penalty: 4983.882324
	Iteration 12Q: 3 clusters Score -2812394 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2812732.000000 Penalty: 4983.882324
	Iteration 13Q: 3 clusters Score -2812732 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2812962.250000 Penalty: 4983.882324
	Iteration 14Q: 3 clusters Score -2812962 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2813120.750000 Penalty: 4983.882324
	Iteration 15Q: 3 clusters Score -2813121 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2813255.000000 Penalty: 4983.882324
	Iteration 16Q: 3 clusters Score -2813255 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2813386.000000 Penalty: 4983.882324
	Iteration 17Q: 3 clusters Score -2813386 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2813487.500000 Penalty: 4983.882324
	Iteration 18Q: 3 clusters Score -2813488 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2813589.250000 Penalty: 4983.882324
	Iteration 19Q: 3 clusters Score -2813589 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2813664.750000 Penalty: 4983.882324
	Iteration 20F: 3 clusters Score -2813665 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2813723.750000 Penalty: 4983.882324
	Iteration 21Q: 3 clusters Score -2813724 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2813774.750000 Penalty: 4983.882324
	Iteration 22Q: 3 clusters Score -2813775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2813805.500000 Penalty: 4983.882324
	Iteration 23Q: 3 clusters Score -2813806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2813831.750000 Penalty: 4983.882324
	Iteration 24Q: 3 clusters Score -2813832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2813859.000000 Penalty: 4983.882324
	Iteration 25Q: 3 clusters Score -2813859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2813875.250000 Penalty: 4983.882324
	Iteration 26Q: 3 clusters Score -2813875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2813881.750000 Penalty: 4983.882324
	Iteration 27Q: 3 clusters Score -2813882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2813901.000000 Penalty: 4983.882324
	Iteration 28Q: 3 clusters Score -2813901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2813916.250000 Penalty: 4983.882324
	Iteration 29Q: 3 clusters Score -2813916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2813933.250000 Penalty: 4983.882324
	Iteration 30Q: 3 clusters Score -2813933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2813932.750000 Penalty: 4983.882324
	Iteration 31Q: 3 clusters Score -2813933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2813938.750000 Penalty: 4983.882324
	Iteration 32Q: 3 clusters Score -2813939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2813947.000000 Penalty: 4983.882324
	Iteration 33Q: 3 clusters Score -2813947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2813958.250000 Penalty: 4983.882324
	Iteration 34Q: 3 clusters Score -2813958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2813969.500000 Penalty: 4983.882324
	Iteration 35Q: 3 clusters Score -2813970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2813971.500000 Penalty: 4983.882324
	Iteration 36Q: 3 clusters Score -2813972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2813965.750000 Penalty: 4983.882324
	Iteration 37Q: 3 clusters Score -2813966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2813968.250000 Penalty: 4983.882324
	Iteration 38Q: 3 clusters Score -2813968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2813974.750000 Penalty: 4983.882324
	Iteration 39Q: 3 clusters Score -2813975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2813975.000000 Penalty: 4983.882324
	Iteration 40F: 3 clusters Score -2813975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2813977.250000 Penalty: 4983.882324
	Iteration 41Q: 3 clusters Score -2813977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2813979.250000 Penalty: 4983.882324
	Iteration 42Q: 3 clusters Score -2813979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2813977.500000 Penalty: 4983.882324
	Iteration 43Q: 3 clusters Score -2813978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2813981.000000 Penalty: 4983.882324
	Iteration 44Q: 3 clusters Score -2813981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2813982.500000 Penalty: 4983.882324
	Iteration 45Q: 3 clusters Score -2813982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2813985.000000 Penalty: 4983.882324
	Iteration 46Q: 3 clusters Score -2813985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2813984.750000 Penalty: 4983.882324
	Iteration 47Q: 3 clusters Score -2813985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2813981.000000 Penalty: 4983.882324
	Iteration 48Q: 3 clusters Score -2813981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2813983.000000 Penalty: 4983.882324
	Iteration 49Q: 3 clusters Score -2813983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2813985.500000 Penalty: 4983.882324
	Iteration 50Q: 3 clusters Score -2813986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2813987.250000 Penalty: 4983.882324
	Iteration 51Q: 3 clusters Score -2813987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2813986.750000 Penalty: 4983.882324
	Iteration 52Q: 3 clusters Score -2813987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2813987.750000 Penalty: 4983.882324
	Iteration 53Q: 3 clusters Score -2813988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2813990.750000 Penalty: 4983.882324
	Iteration 54Q: 3 clusters Score -2813991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2813990.750000 Penalty: 4983.882324
	Iteration 55F: 3 clusters Score -2813991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103763 members 
Entering Unmasked Estep 
Score: -12901845.000000 Penalty: 2864.366455
	Iteration 0F: 2 clusters Score -1.290184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -12832810.000000 Penalty: 5728.732910
	Iteration 0F: 3 clusters Score -1.283281e+07 nChanged 48818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51647 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -12860622.000000 Penalty: 5728.732910
	Iteration 1F: 3 clusters Score -1.286062e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -12861235.000000 Penalty: 5728.732910
	Iteration 2Q: 3 clusters Score -1.286124e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -12861962.000000 Penalty: 5728.732910
	Iteration 3Q: 3 clusters Score -1.286196e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -12862882.000000 Penalty: 5728.732910
	Iteration 4Q: 3 clusters Score -1.286288e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -12863918.000000 Penalty: 5728.732910
	Iteration 5Q: 3 clusters Score -1.286392e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -12865120.000000 Penalty: 5728.732910
	Iteration 6Q: 3 clusters Score -1.286512e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -12866615.000000 Penalty: 5728.732910
	Iteration 7Q: 3 clusters Score -1.286662e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -12868792.000000 Penalty: 5728.732910
	Iteration 8Q: 3 clusters Score -1.286879e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -12871378.000000 Penalty: 5728.732910
	Iteration 9Q: 3 clusters Score -1.287138e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -12874549.000000 Penalty: 5728.732910
	Iteration 10F: 3 clusters Score -1.287455e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -12878338.000000 Penalty: 5728.732910
	Iteration 11F: 3 clusters Score -1.287834e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -12882515.000000 Penalty: 5728.732910
	Iteration 12F: 3 clusters Score -1.288252e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -12885872.000000 Penalty: 5728.732910
	Iteration 13F: 3 clusters Score -1.288587e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -12887762.000000 Penalty: 5728.732910
	Iteration 14Q: 3 clusters Score -1.288776e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -12888519.000000 Penalty: 5728.732910
	Iteration 15Q: 3 clusters Score -1.288852e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -12888972.000000 Penalty: 5728.732910
	Iteration 16Q: 3 clusters Score -1.288897e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -12889344.000000 Penalty: 5728.732910
	Iteration 17Q: 3 clusters Score -1.288934e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -12889740.000000 Penalty: 5728.732910
	Iteration 18Q: 3 clusters Score -1.288974e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -12890092.000000 Penalty: 5728.732910
	Iteration 19Q: 3 clusters Score -1.289009e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -12890463.000000 Penalty: 5728.732910
	Iteration 20F: 3 clusters Score -1.289046e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -12890747.000000 Penalty: 5728.732910
	Iteration 21Q: 3 clusters Score -1.289075e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -12890945.000000 Penalty: 5728.732910
	Iteration 22Q: 3 clusters Score -1.289094e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -12891244.000000 Penalty: 5728.732910
	Iteration 23Q: 3 clusters Score -1.289124e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -12891586.000000 Penalty: 5728.732910
	Iteration 24Q: 3 clusters Score -1.289159e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -12891982.000000 Penalty: 5728.732910
	Iteration 25Q: 3 clusters Score -1.289198e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -12892300.000000 Penalty: 5728.732910
	Iteration 26Q: 3 clusters Score -1.28923e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -12892613.000000 Penalty: 5728.732910
	Iteration 27Q: 3 clusters Score -1.289261e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -12892951.000000 Penalty: 5728.732910
	Iteration 28Q: 3 clusters Score -1.289295e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -12893251.000000 Penalty: 5728.732910
	Iteration 29Q: 3 clusters Score -1.289325e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -12893514.000000 Penalty: 5728.732910
	Iteration 30Q: 3 clusters Score -1.289351e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -12893818.000000 Penalty: 5728.732910
	Iteration 31Q: 3 clusters Score -1.289382e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -12894164.000000 Penalty: 5728.732910
	Iteration 32Q: 3 clusters Score -1.289416e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -12894437.000000 Penalty: 5728.732910
	Iteration 33Q: 3 clusters Score -1.289444e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -12894668.000000 Penalty: 5728.732910
	Iteration 34Q: 3 clusters Score -1.289467e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -12894962.000000 Penalty: 5728.732910
	Iteration 35Q: 3 clusters Score -1.289496e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -12895272.000000 Penalty: 5728.732910
	Iteration 36Q: 3 clusters Score -1.289527e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -12895515.000000 Penalty: 5728.732910
	Iteration 37Q: 3 clusters Score -1.289552e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -12895823.000000 Penalty: 5728.732910
	Iteration 38Q: 3 clusters Score -1.289582e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -12896070.000000 Penalty: 5728.732910
	Iteration 39Q: 3 clusters Score -1.289607e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -12896298.000000 Penalty: 5728.732910
	Iteration 40F: 3 clusters Score -1.28963e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -12896519.000000 Penalty: 5728.732910
	Iteration 41Q: 3 clusters Score -1.289652e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -12896733.000000 Penalty: 5728.732910
	Iteration 42Q: 3 clusters Score -1.289673e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -12897013.000000 Penalty: 5728.732910
	Iteration 43Q: 3 clusters Score -1.289701e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -12897235.000000 Penalty: 5728.732910
	Iteration 44Q: 3 clusters Score -1.289724e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -12897475.000000 Penalty: 5728.732910
	Iteration 45Q: 3 clusters Score -1.289748e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -12897751.000000 Penalty: 5728.732910
	Iteration 46Q: 3 clusters Score -1.289775e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -12897920.000000 Penalty: 5728.732910
	Iteration 47Q: 3 clusters Score -1.289792e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -12898125.000000 Penalty: 5728.732910
	Iteration 48Q: 3 clusters Score -1.289812e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95944 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -12898327.000000 Penalty: 5728.732910
	Iteration 49Q: 3 clusters Score -1.289833e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -12898458.000000 Penalty: 5728.732910
	Iteration 50Q: 3 clusters Score -1.289846e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -12898575.000000 Penalty: 5728.732910
	Iteration 51Q: 3 clusters Score -1.289858e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -12898728.000000 Penalty: 5728.732910
	Iteration 52Q: 3 clusters Score -1.289873e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -12898774.000000 Penalty: 5728.732910
	Iteration 53Q: 3 clusters Score -1.289877e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -12898818.000000 Penalty: 5728.732910
	Iteration 54Q: 3 clusters Score -1.289882e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98475 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -12898901.000000 Penalty: 5728.732910
	Iteration 55Q: 3 clusters Score -1.28989e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -12898998.000000 Penalty: 5728.732910
	Iteration 56Q: 3 clusters Score -1.2899e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99047 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -12899023.000000 Penalty: 5728.732910
	Iteration 57Q: 3 clusters Score -1.289902e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99290 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -12899087.000000 Penalty: 5728.732910
	Iteration 58Q: 3 clusters Score -1.289909e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99501 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -12899169.000000 Penalty: 5728.732910
	Iteration 59Q: 3 clusters Score -1.289917e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12899196.000000 Penalty: 5728.732910
	Iteration 60F: 3 clusters Score -1.28992e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -12899237.000000 Penalty: 5728.732910
	Iteration 61Q: 3 clusters Score -1.289924e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -12899284.000000 Penalty: 5728.732910
	Iteration 62Q: 3 clusters Score -1.289928e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -12899280.000000 Penalty: 5728.732910
	Iteration 63Q: 3 clusters Score -1.289928e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100216 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -12899304.000000 Penalty: 5728.732910
	Iteration 64Q: 3 clusters Score -1.28993e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -12899299.000000 Penalty: 5728.732910
	Iteration 65Q: 3 clusters Score -1.28993e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -12899347.000000 Penalty: 5728.732910
	Iteration 66Q: 3 clusters Score -1.289935e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -12899360.000000 Penalty: 5728.732910
	Iteration 67Q: 3 clusters Score -1.289936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -12899391.000000 Penalty: 5728.732910
	Iteration 68Q: 3 clusters Score -1.289939e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -12899401.000000 Penalty: 5728.732910
	Iteration 69Q: 3 clusters Score -1.28994e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100733 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -12899437.000000 Penalty: 5728.732910
	Iteration 70Q: 3 clusters Score -1.289944e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -12899437.000000 Penalty: 5728.732910
	Iteration 71Q: 3 clusters Score -1.289944e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100865 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -12899468.000000 Penalty: 5728.732910
	Iteration 72Q: 3 clusters Score -1.289947e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -12899470.000000 Penalty: 5728.732910
	Iteration 73Q: 3 clusters Score -1.289947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -12899484.000000 Penalty: 5728.732910
	Iteration 74Q: 3 clusters Score -1.289948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -12899509.000000 Penalty: 5728.732910
	Iteration 75Q: 3 clusters Score -1.289951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -12899506.000000 Penalty: 5728.732910
	Iteration 76Q: 3 clusters Score -1.289951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -12899515.000000 Penalty: 5728.732910
	Iteration 77Q: 3 clusters Score -1.289952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -12899493.000000 Penalty: 5728.732910
	Iteration 78Q: 3 clusters Score -1.289949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -12899482.000000 Penalty: 5728.732910
	Iteration 79Q: 3 clusters Score -1.289948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101208 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12899510.000000 Penalty: 5728.732910
	Iteration 80F: 3 clusters Score -1.289951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12899527.000000 Penalty: 5728.732910
	Iteration 81Q: 3 clusters Score -1.289953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -12899542.000000 Penalty: 5728.732910
	Iteration 82Q: 3 clusters Score -1.289954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12899548.000000 Penalty: 5728.732910
	Iteration 83Q: 3 clusters Score -1.289955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101347 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -12899549.000000 Penalty: 5728.732910
	Iteration 84Q: 3 clusters Score -1.289955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12899569.000000 Penalty: 5728.732910
	Iteration 85Q: 3 clusters Score -1.289957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101416 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -12899569.000000 Penalty: 5728.732910
	Iteration 86Q: 3 clusters Score -1.289957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12899579.000000 Penalty: 5728.732910
	Iteration 87Q: 3 clusters Score -1.289958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -12899580.000000 Penalty: 5728.732910
	Iteration 88Q: 3 clusters Score -1.289958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12899571.000000 Penalty: 5728.732910
	Iteration 89Q: 3 clusters Score -1.289957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101518 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -12899589.000000 Penalty: 5728.732910
	Iteration 90Q: 3 clusters Score -1.289959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -12899574.000000 Penalty: 5728.732910
	Iteration 91Q: 3 clusters Score -1.289957e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12899577.000000 Penalty: 5728.732910
	Iteration 92Q: 3 clusters Score -1.289958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101579 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12899597.000000 Penalty: 5728.732910
	Iteration 93Q: 3 clusters Score -1.28996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12899593.000000 Penalty: 5728.732910
	Iteration 94Q: 3 clusters Score -1.289959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -12899593.000000 Penalty: 5728.732910
	Iteration 95Q: 3 clusters Score -1.289959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12899601.000000 Penalty: 5728.732910
	Iteration 96Q: 3 clusters Score -1.28996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -12899604.000000 Penalty: 5728.732910
	Iteration 97Q: 3 clusters Score -1.28996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -12899604.000000 Penalty: 5728.732910
	Iteration 98Q: 3 clusters Score -1.28996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101667 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12899592.000000 Penalty: 5728.732910
	Iteration 99Q: 3 clusters Score -1.289959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101683 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12899626.000000 Penalty: 5728.732910
	Iteration 100F: 3 clusters Score -1.289963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12899617.000000 Penalty: 5728.732910
	Iteration 101Q: 3 clusters Score -1.289962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12899619.000000 Penalty: 5728.732910
	Iteration 102Q: 3 clusters Score -1.289962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -12899613.000000 Penalty: 5728.732910
	Iteration 103Q: 3 clusters Score -1.289961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -12899611.000000 Penalty: 5728.732910
	Iteration 104Q: 3 clusters Score -1.289961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101753 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12899605.000000 Penalty: 5728.732910
	Iteration 105Q: 3 clusters Score -1.28996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12899625.000000 Penalty: 5728.732910
	Iteration 106Q: 3 clusters Score -1.289962e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101800 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12899642.000000 Penalty: 5728.732910
	Iteration 107Q: 3 clusters Score -1.289964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -12899641.000000 Penalty: 5728.732910
	Iteration 108Q: 3 clusters Score -1.289964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -12899654.000000 Penalty: 5728.732910
	Iteration 109Q: 3 clusters Score -1.289965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -12899682.000000 Penalty: 5728.732910
	Iteration 110Q: 3 clusters Score -1.289968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -12899685.000000 Penalty: 5728.732910
	Iteration 111Q: 3 clusters Score -1.289968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12899687.000000 Penalty: 5728.732910
	Iteration 112Q: 3 clusters Score -1.289969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -12899692.000000 Penalty: 5728.732910
	Iteration 113Q: 3 clusters Score -1.289969e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -12899708.000000 Penalty: 5728.732910
	Iteration 114Q: 3 clusters Score -1.289971e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12899721.000000 Penalty: 5728.732910
	Iteration 115Q: 3 clusters Score -1.289972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -12899714.000000 Penalty: 5728.732910
	Iteration 116Q: 3 clusters Score -1.289971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12899713.000000 Penalty: 5728.732910
	Iteration 117Q: 3 clusters Score -1.289971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -12899710.000000 Penalty: 5728.732910
	Iteration 118Q: 3 clusters Score -1.289971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102046 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -12899701.000000 Penalty: 5728.732910
	Iteration 119Q: 3 clusters Score -1.28997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -12899706.000000 Penalty: 5728.732910
	Iteration 120F: 3 clusters Score -1.289971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12899707.000000 Penalty: 5728.732910
	Iteration 121Q: 3 clusters Score -1.289971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -12899717.000000 Penalty: 5728.732910
	Iteration 122Q: 3 clusters Score -1.289972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102074 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12899717.000000 Penalty: 5728.732910
	Iteration 123Q: 3 clusters Score -1.289972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12899723.000000 Penalty: 5728.732910
	Iteration 124Q: 3 clusters Score -1.289972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102084 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -12899719.000000 Penalty: 5728.732910
	Iteration 125Q: 3 clusters Score -1.289972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -12899715.000000 Penalty: 5728.732910
	Iteration 126Q: 3 clusters Score -1.289972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12899717.000000 Penalty: 5728.732910
	Iteration 127Q: 3 clusters Score -1.289972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102093 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -12899721.000000 Penalty: 5728.732910
	Iteration 128Q: 3 clusters Score -1.289972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102097 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -12899708.000000 Penalty: 5728.732910
	Iteration 129Q: 3 clusters Score -1.289971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12899717.000000 Penalty: 5728.732910
	Iteration 130Q: 3 clusters Score -1.289972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102102 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12899711.000000 Penalty: 5728.732910
	Iteration 131Q: 3 clusters Score -1.289971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12899725.000000 Penalty: 5728.732910
	Iteration 132Q: 3 clusters Score -1.289972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12899725.000000 Penalty: 5728.732910
	Iteration 133F: 3 clusters Score -1.289972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -773550.562500 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -773550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -768017.250000 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -768017.2 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -769466.500000 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -769466.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -769727.937500 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -769727.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -769940.812500 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -769940.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -770152.125000 Penalty: 4365.454102
	Iteration 4Q: 3 clusters Score -770152.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -770370.625000 Penalty: 4365.454102
	Iteration 5Q: 3 clusters Score -770370.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -770617.000000 Penalty: 4365.454102
	Iteration 6Q: 3 clusters Score -770617 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -770859.187500 Penalty: 4365.454102
	Iteration 7Q: 3 clusters Score -770859.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -771068.562500 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -771068.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -771305.250000 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -771305.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -771550.312500 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -771550.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -771789.375000 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -771789.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -772002.625000 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -772002.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -772159.687500 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -772159.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -772290.500000 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -772290.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -772413.062500 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -772413.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -772497.437500 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -772497.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -772561.750000 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -772561.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -772612.000000 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -772612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -772647.812500 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -772647.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -772678.562500 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -772678.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -772698.375000 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -772698.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -772714.937500 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -772714.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -772724.437500 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -772724.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -772734.000000 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -772734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -772743.375000 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -772743.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -772753.812500 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -772753.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -772763.562500 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -772763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -772767.937500 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -772767.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -772770.875000 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -772770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -772772.500000 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -772772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -772773.875000 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -772773.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -772774.750000 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -772774.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -772774.000000 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -772774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -772776.062500 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -772776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -772777.062500 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -772777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -772776.687500 Penalty: 4365.454102
	Iteration 36Q: 3 clusters Score -772776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -772777.500000 Penalty: 4365.454102
	Iteration 37Q: 3 clusters Score -772777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -772776.875000 Penalty: 4365.454102
	Iteration 38Q: 3 clusters Score -772776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -772776.875000 Penalty: 4365.454102
	Iteration 39F: 3 clusters Score -772776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Entering Unmasked Estep 
Score: -11220095.000000 Penalty: 2840.095215
	Iteration 0F: 2 clusters Score -1.12201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -11157077.000000 Penalty: 5680.190430
	Iteration 0F: 3 clusters Score -1.115708e+07 nChanged 44414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -11182172.000000 Penalty: 5680.190430
	Iteration 1F: 3 clusters Score -1.118217e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -11182764.000000 Penalty: 5680.190430
	Iteration 2Q: 3 clusters Score -1.118276e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -11183330.000000 Penalty: 5680.190430
	Iteration 3Q: 3 clusters Score -1.118333e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -11183987.000000 Penalty: 5680.190430
	Iteration 4Q: 3 clusters Score -1.118399e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -11184626.000000 Penalty: 5680.190430
	Iteration 5Q: 3 clusters Score -1.118463e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -11185646.000000 Penalty: 5680.190430
	Iteration 6Q: 3 clusters Score -1.118565e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -11187085.000000 Penalty: 5680.190430
	Iteration 7Q: 3 clusters Score -1.118708e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -11189245.000000 Penalty: 5680.190430
	Iteration 8Q: 3 clusters Score -1.118924e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -11192932.000000 Penalty: 5680.190430
	Iteration 9F: 3 clusters Score -1.119293e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -11198158.000000 Penalty: 5680.190430
	Iteration 10F: 3 clusters Score -1.119816e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -11204427.000000 Penalty: 5680.190430
	Iteration 11F: 3 clusters Score -1.120443e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -11209993.000000 Penalty: 5680.190430
	Iteration 12F: 3 clusters Score -1.120999e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -11213616.000000 Penalty: 5680.190430
	Iteration 13Q: 3 clusters Score -1.121362e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -11215411.000000 Penalty: 5680.190430
	Iteration 14Q: 3 clusters Score -1.121541e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -11216348.000000 Penalty: 5680.190430
	Iteration 15Q: 3 clusters Score -1.121635e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11216882.000000 Penalty: 5680.190430
	Iteration 16Q: 3 clusters Score -1.121688e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11217188.000000 Penalty: 5680.190430
	Iteration 17Q: 3 clusters Score -1.121719e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11217395.000000 Penalty: 5680.190430
	Iteration 18Q: 3 clusters Score -1.12174e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11217512.000000 Penalty: 5680.190430
	Iteration 19Q: 3 clusters Score -1.121751e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11217626.000000 Penalty: 5680.190430
	Iteration 20F: 3 clusters Score -1.121763e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11217709.000000 Penalty: 5680.190430
	Iteration 21Q: 3 clusters Score -1.121771e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11217774.000000 Penalty: 5680.190430
	Iteration 22Q: 3 clusters Score -1.121777e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11217814.000000 Penalty: 5680.190430
	Iteration 23Q: 3 clusters Score -1.121781e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11217849.000000 Penalty: 5680.190430
	Iteration 24Q: 3 clusters Score -1.121785e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11217870.000000 Penalty: 5680.190430
	Iteration 25Q: 3 clusters Score -1.121787e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11217902.000000 Penalty: 5680.190430
	Iteration 26Q: 3 clusters Score -1.12179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92695 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11217917.000000 Penalty: 5680.190430
	Iteration 27Q: 3 clusters Score -1.121792e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11217933.000000 Penalty: 5680.190430
	Iteration 28Q: 3 clusters Score -1.121793e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11217949.000000 Penalty: 5680.190430
	Iteration 29Q: 3 clusters Score -1.121795e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11217955.000000 Penalty: 5680.190430
	Iteration 30Q: 3 clusters Score -1.121796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11217970.000000 Penalty: 5680.190430
	Iteration 31Q: 3 clusters Score -1.121797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11217970.000000 Penalty: 5680.190430
	Iteration 32Q: 3 clusters Score -1.121797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11217989.000000 Penalty: 5680.190430
	Iteration 33Q: 3 clusters Score -1.121799e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11218000.000000 Penalty: 5680.190430
	Iteration 34Q: 3 clusters Score -1.1218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11217998.000000 Penalty: 5680.190430
	Iteration 35Q: 3 clusters Score -1.1218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11218011.000000 Penalty: 5680.190430
	Iteration 36Q: 3 clusters Score -1.121801e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11218027.000000 Penalty: 5680.190430
	Iteration 37Q: 3 clusters Score -1.121803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11218030.000000 Penalty: 5680.190430
	Iteration 38Q: 3 clusters Score -1.121803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11218040.000000 Penalty: 5680.190430
	Iteration 39Q: 3 clusters Score -1.121804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11218044.000000 Penalty: 5680.190430
	Iteration 40F: 3 clusters Score -1.121804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11218078.000000 Penalty: 5680.190430
	Iteration 41Q: 3 clusters Score -1.121808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11218080.000000 Penalty: 5680.190430
	Iteration 42Q: 3 clusters Score -1.121808e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11218092.000000 Penalty: 5680.190430
	Iteration 43Q: 3 clusters Score -1.121809e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11218102.000000 Penalty: 5680.190430
	Iteration 44Q: 3 clusters Score -1.12181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11218096.000000 Penalty: 5680.190430
	Iteration 45Q: 3 clusters Score -1.12181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11218111.000000 Penalty: 5680.190430
	Iteration 46Q: 3 clusters Score -1.121811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11218120.000000 Penalty: 5680.190430
	Iteration 47Q: 3 clusters Score -1.121812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11218127.000000 Penalty: 5680.190430
	Iteration 48Q: 3 clusters Score -1.121813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11218131.000000 Penalty: 5680.190430
	Iteration 49Q: 3 clusters Score -1.121813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -11218138.000000 Penalty: 5680.190430
	Iteration 50Q: 3 clusters Score -1.121814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11218138.000000 Penalty: 5680.190430
	Iteration 51Q: 3 clusters Score -1.121814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11218142.000000 Penalty: 5680.190430
	Iteration 52Q: 3 clusters Score -1.121814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11218161.000000 Penalty: 5680.190430
	Iteration 53Q: 3 clusters Score -1.121816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92758 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11218162.000000 Penalty: 5680.190430
	Iteration 54Q: 3 clusters Score -1.121816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11218163.000000 Penalty: 5680.190430
	Iteration 55Q: 3 clusters Score -1.121816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11218174.000000 Penalty: 5680.190430
	Iteration 56Q: 3 clusters Score -1.121817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11218170.000000 Penalty: 5680.190430
	Iteration 57Q: 3 clusters Score -1.121817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11218175.000000 Penalty: 5680.190430
	Iteration 58Q: 3 clusters Score -1.121818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11218175.000000 Penalty: 5680.190430
	Iteration 59Q: 3 clusters Score -1.121818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92752 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11218174.000000 Penalty: 5680.190430
	Iteration 60F: 3 clusters Score -1.121817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92751 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11218176.000000 Penalty: 5680.190430
	Iteration 61Q: 3 clusters Score -1.121818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11218169.000000 Penalty: 5680.190430
	Iteration 62Q: 3 clusters Score -1.121817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -11218172.000000 Penalty: 5680.190430
	Iteration 63Q: 3 clusters Score -1.121817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -11218173.000000 Penalty: 5680.190430
	Iteration 64Q: 3 clusters Score -1.121817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -11218185.000000 Penalty: 5680.190430
	Iteration 65Q: 3 clusters Score -1.121818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11218182.000000 Penalty: 5680.190430
	Iteration 66Q: 3 clusters Score -1.121818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -11218189.000000 Penalty: 5680.190430
	Iteration 67Q: 3 clusters Score -1.121819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11218181.000000 Penalty: 5680.190430
	Iteration 68Q: 3 clusters Score -1.121818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11218184.000000 Penalty: 5680.190430
	Iteration 69Q: 3 clusters Score -1.121818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -11218191.000000 Penalty: 5680.190430
	Iteration 70Q: 3 clusters Score -1.121819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11218185.000000 Penalty: 5680.190430
	Iteration 71Q: 3 clusters Score -1.121818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11218191.000000 Penalty: 5680.190430
	Iteration 72Q: 3 clusters Score -1.121819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11218197.000000 Penalty: 5680.190430
	Iteration 73Q: 3 clusters Score -1.12182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11218213.000000 Penalty: 5680.190430
	Iteration 74Q: 3 clusters Score -1.121821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11218225.000000 Penalty: 5680.190430
	Iteration 75Q: 3 clusters Score -1.121822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11218228.000000 Penalty: 5680.190430
	Iteration 76Q: 3 clusters Score -1.121823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11218218.000000 Penalty: 5680.190430
	Iteration 77Q: 3 clusters Score -1.121822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11218227.000000 Penalty: 5680.190430
	Iteration 78Q: 3 clusters Score -1.121823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -11218226.000000 Penalty: 5680.190430
	Iteration 79Q: 3 clusters Score -1.121823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11218229.000000 Penalty: 5680.190430
	Iteration 80F: 3 clusters Score -1.121823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -11218235.000000 Penalty: 5680.190430
	Iteration 81Q: 3 clusters Score -1.121824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11218236.000000 Penalty: 5680.190430
	Iteration 82Q: 3 clusters Score -1.121824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92682 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11218244.000000 Penalty: 5680.190430
	Iteration 83Q: 3 clusters Score -1.121824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11218231.000000 Penalty: 5680.190430
	Iteration 84Q: 3 clusters Score -1.121823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11218236.000000 Penalty: 5680.190430
	Iteration 85Q: 3 clusters Score -1.121824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11218245.000000 Penalty: 5680.190430
	Iteration 86Q: 3 clusters Score -1.121824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11218246.000000 Penalty: 5680.190430
	Iteration 87Q: 3 clusters Score -1.121825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11218241.000000 Penalty: 5680.190430
	Iteration 88Q: 3 clusters Score -1.121824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11218243.000000 Penalty: 5680.190430
	Iteration 89Q: 3 clusters Score -1.121824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -11218242.000000 Penalty: 5680.190430
	Iteration 90Q: 3 clusters Score -1.121824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11218236.000000 Penalty: 5680.190430
	Iteration 91Q: 3 clusters Score -1.121824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11218243.000000 Penalty: 5680.190430
	Iteration 92Q: 3 clusters Score -1.121824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11218240.000000 Penalty: 5680.190430
	Iteration 93Q: 3 clusters Score -1.121824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11218242.000000 Penalty: 5680.190430
	Iteration 94Q: 3 clusters Score -1.121824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11218243.000000 Penalty: 5680.190430
	Iteration 95Q: 3 clusters Score -1.121824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11218241.000000 Penalty: 5680.190430
	Iteration 96Q: 3 clusters Score -1.121824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92671 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11218240.000000 Penalty: 5680.190430
	Iteration 97Q: 3 clusters Score -1.121824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11218243.000000 Penalty: 5680.190430
	Iteration 98Q: 3 clusters Score -1.121824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11218241.000000 Penalty: 5680.190430
	Iteration 99Q: 3 clusters Score -1.121824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11218241.000000 Penalty: 5680.190430
	Iteration 100F: 3 clusters Score -1.121824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11218242.000000 Penalty: 5680.190430
	Iteration 101Q: 3 clusters Score -1.121824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92665 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11218251.000000 Penalty: 5680.190430
	Iteration 102Q: 3 clusters Score -1.121825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11218249.000000 Penalty: 5680.190430
	Iteration 103Q: 3 clusters Score -1.121825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11218262.000000 Penalty: 5680.190430
	Iteration 104Q: 3 clusters Score -1.121826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11218266.000000 Penalty: 5680.190430
	Iteration 105Q: 3 clusters Score -1.121827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11218274.000000 Penalty: 5680.190430
	Iteration 106Q: 3 clusters Score -1.121827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11218276.000000 Penalty: 5680.190430
	Iteration 107Q: 3 clusters Score -1.121828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11218271.000000 Penalty: 5680.190430
	Iteration 108Q: 3 clusters Score -1.121827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11218270.000000 Penalty: 5680.190430
	Iteration 109Q: 3 clusters Score -1.121827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11218273.000000 Penalty: 5680.190430
	Iteration 110Q: 3 clusters Score -1.121827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11218274.000000 Penalty: 5680.190430
	Iteration 111Q: 3 clusters Score -1.121827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11218272.000000 Penalty: 5680.190430
	Iteration 112Q: 3 clusters Score -1.121827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -11218292.000000 Penalty: 5680.190430
	Iteration 113Q: 3 clusters Score -1.121829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11218286.000000 Penalty: 5680.190430
	Iteration 114Q: 3 clusters Score -1.121829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11218290.000000 Penalty: 5680.190430
	Iteration 115Q: 3 clusters Score -1.121829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11218289.000000 Penalty: 5680.190430
	Iteration 116Q: 3 clusters Score -1.121829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11218289.000000 Penalty: 5680.190430
	Iteration 117F: 3 clusters Score -1.121829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106267 members 
Entering Unmasked Estep 
Score: -13186155.000000 Penalty: 2870.280273
	Iteration 0F: 2 clusters Score -1.318616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -13115189.000000 Penalty: 5740.560547
	Iteration 0F: 3 clusters Score -1.311519e+07 nChanged 50268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -13143904.000000 Penalty: 5740.560547
	Iteration 1F: 3 clusters Score -1.31439e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -13144764.000000 Penalty: 5740.560547
	Iteration 2Q: 3 clusters Score -1.314476e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -13145934.000000 Penalty: 5740.560547
	Iteration 3Q: 3 clusters Score -1.314593e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -13147787.000000 Penalty: 5740.560547
	Iteration 4Q: 3 clusters Score -1.314779e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 68900 members 
Entering Unmasked Estep 
Score: -13150784.000000 Penalty: 5740.560547
	Iteration 5F: 3 clusters Score -1.315078e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 76389 members 
Entering Unmasked Estep 
Score: -13156098.000000 Penalty: 5740.560547
	Iteration 6F: 3 clusters Score -1.31561e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -13163860.000000 Penalty: 5740.560547
	Iteration 7F: 3 clusters Score -1.316386e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 94281 members 
Entering Unmasked Estep 
Score: -13172583.000000 Penalty: 5740.560547
	Iteration 8F: 3 clusters Score -1.317258e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -13179012.000000 Penalty: 5740.560547
	Iteration 9F: 3 clusters Score -1.317901e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 103911 members 
Entering Unmasked Estep 
Score: -13181998.000000 Penalty: 5740.560547
	Iteration 10Q: 3 clusters Score -1.3182e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 105092 members 
Entering Unmasked Estep 
Score: -13183185.000000 Penalty: 5740.560547
	Iteration 11Q: 3 clusters Score -1.318318e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -13183618.000000 Penalty: 5740.560547
	Iteration 12Q: 3 clusters Score -1.318362e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -13183803.000000 Penalty: 5740.560547
	Iteration 13Q: 3 clusters Score -1.31838e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -13183893.000000 Penalty: 5740.560547
	Iteration 14Q: 3 clusters Score -1.318389e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -13183985.000000 Penalty: 5740.560547
	Iteration 15Q: 3 clusters Score -1.318398e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -13184056.000000 Penalty: 5740.560547
	Iteration 16Q: 3 clusters Score -1.318406e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -13184103.000000 Penalty: 5740.560547
	Iteration 17Q: 3 clusters Score -1.31841e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -13184136.000000 Penalty: 5740.560547
	Iteration 18Q: 3 clusters Score -1.318414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -13184177.000000 Penalty: 5740.560547
	Iteration 19Q: 3 clusters Score -1.318418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -13184234.000000 Penalty: 5740.560547
	Iteration 20F: 3 clusters Score -1.318423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -13184247.000000 Penalty: 5740.560547
	Iteration 21Q: 3 clusters Score -1.318425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -13184263.000000 Penalty: 5740.560547
	Iteration 22Q: 3 clusters Score -1.318426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -13184281.000000 Penalty: 5740.560547
	Iteration 23Q: 3 clusters Score -1.318428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 105491 members 
Entering Unmasked Estep 
Score: -13184276.000000 Penalty: 5740.560547
	Iteration 24Q: 3 clusters Score -1.318428e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -13184296.000000 Penalty: 5740.560547
	Iteration 25Q: 3 clusters Score -1.31843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -13184287.000000 Penalty: 5740.560547
	Iteration 26Q: 3 clusters Score -1.318429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -13184303.000000 Penalty: 5740.560547
	Iteration 27Q: 3 clusters Score -1.31843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 105448 members 
Entering Unmasked Estep 
Score: -13184295.000000 Penalty: 5740.560547
	Iteration 28Q: 3 clusters Score -1.31843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -13184308.000000 Penalty: 5740.560547
	Iteration 29Q: 3 clusters Score -1.318431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 105430 members 
Entering Unmasked Estep 
Score: -13184329.000000 Penalty: 5740.560547
	Iteration 30Q: 3 clusters Score -1.318433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -13184318.000000 Penalty: 5740.560547
	Iteration 31Q: 3 clusters Score -1.318432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 105412 members 
Entering Unmasked Estep 
Score: -13184348.000000 Penalty: 5740.560547
	Iteration 32Q: 3 clusters Score -1.318435e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -13184354.000000 Penalty: 5740.560547
	Iteration 33Q: 3 clusters Score -1.318435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -13184352.000000 Penalty: 5740.560547
	Iteration 34Q: 3 clusters Score -1.318435e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 105376 members 
Entering Unmasked Estep 
Score: -13184360.000000 Penalty: 5740.560547
	Iteration 35Q: 3 clusters Score -1.318436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -13184373.000000 Penalty: 5740.560547
	Iteration 36Q: 3 clusters Score -1.318437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -13184381.000000 Penalty: 5740.560547
	Iteration 37Q: 3 clusters Score -1.318438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -13184380.000000 Penalty: 5740.560547
	Iteration 38Q: 3 clusters Score -1.318438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -13184393.000000 Penalty: 5740.560547
	Iteration 39Q: 3 clusters Score -1.318439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 105288 members 
Entering Unmasked Estep 
Score: -13184372.000000 Penalty: 5740.560547
	Iteration 40F: 3 clusters Score -1.318437e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 105266 members 
Entering Unmasked Estep 
Score: -13184394.000000 Penalty: 5740.560547
	Iteration 41Q: 3 clusters Score -1.318439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -13184401.000000 Penalty: 5740.560547
	Iteration 42Q: 3 clusters Score -1.31844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -13184430.000000 Penalty: 5740.560547
	Iteration 43Q: 3 clusters Score -1.318443e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 105182 members 
Entering Unmasked Estep 
Score: -13184433.000000 Penalty: 5740.560547
	Iteration 44Q: 3 clusters Score -1.318443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -13184450.000000 Penalty: 5740.560547
	Iteration 45Q: 3 clusters Score -1.318445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 105148 members 
Entering Unmasked Estep 
Score: -13184450.000000 Penalty: 5740.560547
	Iteration 46Q: 3 clusters Score -1.318445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -13184465.000000 Penalty: 5740.560547
	Iteration 47Q: 3 clusters Score -1.318446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 105124 members 
Entering Unmasked Estep 
Score: -13184473.000000 Penalty: 5740.560547
	Iteration 48Q: 3 clusters Score -1.318447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -13184481.000000 Penalty: 5740.560547
	Iteration 49Q: 3 clusters Score -1.318448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 105101 members 
Entering Unmasked Estep 
Score: -13184488.000000 Penalty: 5740.560547
	Iteration 50Q: 3 clusters Score -1.318449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 105098 members 
Entering Unmasked Estep 
Score: -13184502.000000 Penalty: 5740.560547
	Iteration 51Q: 3 clusters Score -1.31845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 105088 members 
Entering Unmasked Estep 
Score: -13184502.000000 Penalty: 5740.560547
	Iteration 52Q: 3 clusters Score -1.31845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -13184499.000000 Penalty: 5740.560547
	Iteration 53Q: 3 clusters Score -1.31845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -13184503.000000 Penalty: 5740.560547
	Iteration 54Q: 3 clusters Score -1.31845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 105074 members 
Entering Unmasked Estep 
Score: -13184513.000000 Penalty: 5740.560547
	Iteration 55Q: 3 clusters Score -1.318451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 105072 members 
Entering Unmasked Estep 
Score: -13184517.000000 Penalty: 5740.560547
	Iteration 56Q: 3 clusters Score -1.318452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -13184512.000000 Penalty: 5740.560547
	Iteration 57Q: 3 clusters Score -1.318451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 105059 members 
Entering Unmasked Estep 
Score: -13184510.000000 Penalty: 5740.560547
	Iteration 58Q: 3 clusters Score -1.318451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 105047 members 
Entering Unmasked Estep 
Score: -13184540.000000 Penalty: 5740.560547
	Iteration 59Q: 3 clusters Score -1.318454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -13184546.000000 Penalty: 5740.560547
	Iteration 60F: 3 clusters Score -1.318455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -13184535.000000 Penalty: 5740.560547
	Iteration 61Q: 3 clusters Score -1.318454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 105023 members 
Entering Unmasked Estep 
Score: -13184543.000000 Penalty: 5740.560547
	Iteration 62Q: 3 clusters Score -1.318454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -13184544.000000 Penalty: 5740.560547
	Iteration 63Q: 3 clusters Score -1.318454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -13184547.000000 Penalty: 5740.560547
	Iteration 64Q: 3 clusters Score -1.318455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -13184552.000000 Penalty: 5740.560547
	Iteration 65Q: 3 clusters Score -1.318455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -13184552.000000 Penalty: 5740.560547
	Iteration 66Q: 3 clusters Score -1.318455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -13184550.000000 Penalty: 5740.560547
	Iteration 67Q: 3 clusters Score -1.318455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -13184551.000000 Penalty: 5740.560547
	Iteration 68Q: 3 clusters Score -1.318455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
Score: -13184566.000000 Penalty: 5740.560547
	Iteration 69Q: 3 clusters Score -1.318457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -13184557.000000 Penalty: 5740.560547
	Iteration 70Q: 3 clusters Score -1.318456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -13184556.000000 Penalty: 5740.560547
	Iteration 71Q: 3 clusters Score -1.318456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -13184556.000000 Penalty: 5740.560547
	Iteration 72F: 3 clusters Score -1.318456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -431992.218750 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -431992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -428404.812500 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -428404.8 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -429192.343750 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -429192.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -429346.437500 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -429346.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -429439.687500 Penalty: 4059.656982
	Iteration 3Q: 3 clusters Score -429439.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -429524.281250 Penalty: 4059.656982
	Iteration 4Q: 3 clusters Score -429524.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -429580.937500 Penalty: 4059.656982
	Iteration 5Q: 3 clusters Score -429580.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -429625.593750 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -429625.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -429664.625000 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -429664.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -429693.750000 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -429693.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -429726.343750 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -429726.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -429764.687500 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -429764.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -429807.937500 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -429807.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -429863.718750 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -429863.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -429933.500000 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -429933.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -430015.875000 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -430015.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -430117.312500 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -430117.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -430260.437500 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -430260.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -430381.156250 Penalty: 4059.656982
	Iteration 17Q: 3 clusters Score -430381.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -430475.343750 Penalty: 4059.656982
	Iteration 18Q: 3 clusters Score -430475.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -430553.125000 Penalty: 4059.656982
	Iteration 19Q: 3 clusters Score -430553.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -430603.656250 Penalty: 4059.656982
	Iteration 20F: 3 clusters Score -430603.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -430637.218750 Penalty: 4059.656982
	Iteration 21Q: 3 clusters Score -430637.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -430663.375000 Penalty: 4059.656982
	Iteration 22Q: 3 clusters Score -430663.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -430685.281250 Penalty: 4059.656982
	Iteration 23Q: 3 clusters Score -430685.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -430698.406250 Penalty: 4059.656982
	Iteration 24Q: 3 clusters Score -430698.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -430707.906250 Penalty: 4059.656982
	Iteration 25Q: 3 clusters Score -430707.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -430719.343750 Penalty: 4059.656982
	Iteration 26Q: 3 clusters Score -430719.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -430729.437500 Penalty: 4059.656982
	Iteration 27Q: 3 clusters Score -430729.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -430737.281250 Penalty: 4059.656982
	Iteration 28Q: 3 clusters Score -430737.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -430748.937500 Penalty: 4059.656982
	Iteration 29Q: 3 clusters Score -430748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -430755.906250 Penalty: 4059.656982
	Iteration 30Q: 3 clusters Score -430755.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -430762.000000 Penalty: 4059.656982
	Iteration 31Q: 3 clusters Score -430762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -430766.718750 Penalty: 4059.656982
	Iteration 32Q: 3 clusters Score -430766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -430771.687500 Penalty: 4059.656982
	Iteration 33Q: 3 clusters Score -430771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -430778.125000 Penalty: 4059.656982
	Iteration 34Q: 3 clusters Score -430778.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -430784.250000 Penalty: 4059.656982
	Iteration 35Q: 3 clusters Score -430784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -430789.000000 Penalty: 4059.656982
	Iteration 36Q: 3 clusters Score -430789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -430792.968750 Penalty: 4059.656982
	Iteration 37Q: 3 clusters Score -430793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -430796.843750 Penalty: 4059.656982
	Iteration 38Q: 3 clusters Score -430796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -430801.687500 Penalty: 4059.656982
	Iteration 39Q: 3 clusters Score -430801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -430802.437500 Penalty: 4059.656982
	Iteration 40F: 3 clusters Score -430802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430802.625000 Penalty: 4059.656982
	Iteration 41Q: 3 clusters Score -430802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430802.625000 Penalty: 4059.656982
	Iteration 42F: 3 clusters Score -430802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -375654.718750 Penalty: 1996.574341
	Iteration 0F: 2 clusters Score -375654.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -372324.906250 Penalty: 3993.148682
	Iteration 0F: 3 clusters Score -372324.9 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -373061.000000 Penalty: 3993.148682
	Iteration 1F: 3 clusters Score -373061 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -373252.312500 Penalty: 3993.148682
	Iteration 2F: 3 clusters Score -373252.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -373369.062500 Penalty: 3993.148682
	Iteration 3F: 3 clusters Score -373369.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -373442.875000 Penalty: 3993.148682
	Iteration 4Q: 3 clusters Score -373442.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -373518.375000 Penalty: 3993.148682
	Iteration 5Q: 3 clusters Score -373518.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -373574.843750 Penalty: 3993.148682
	Iteration 6Q: 3 clusters Score -373574.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -373623.781250 Penalty: 3993.148682
	Iteration 7Q: 3 clusters Score -373623.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -373673.375000 Penalty: 3993.148682
	Iteration 8Q: 3 clusters Score -373673.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -373716.812500 Penalty: 3993.148682
	Iteration 9Q: 3 clusters Score -373716.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -373741.937500 Penalty: 3993.148682
	Iteration 10Q: 3 clusters Score -373741.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -373777.593750 Penalty: 3993.148682
	Iteration 11Q: 3 clusters Score -373777.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -373827.562500 Penalty: 3993.148682
	Iteration 12Q: 3 clusters Score -373827.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -373894.343750 Penalty: 3993.148682
	Iteration 13Q: 3 clusters Score -373894.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -373979.062500 Penalty: 3993.148682
	Iteration 14Q: 3 clusters Score -373979.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -374069.218750 Penalty: 3993.148682
	Iteration 15Q: 3 clusters Score -374069.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -374178.906250 Penalty: 3993.148682
	Iteration 16Q: 3 clusters Score -374178.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -374282.531250 Penalty: 3993.148682
	Iteration 17Q: 3 clusters Score -374282.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -374382.625000 Penalty: 3993.148682
	Iteration 18Q: 3 clusters Score -374382.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -374486.781250 Penalty: 3993.148682
	Iteration 19Q: 3 clusters Score -374486.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -374580.125000 Penalty: 3993.148682
	Iteration 20F: 3 clusters Score -374580.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -374661.093750 Penalty: 3993.148682
	Iteration 21Q: 3 clusters Score -374661.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -374720.093750 Penalty: 3993.148682
	Iteration 22Q: 3 clusters Score -374720.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -374758.125000 Penalty: 3993.148682
	Iteration 23Q: 3 clusters Score -374758.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -374780.125000 Penalty: 3993.148682
	Iteration 24Q: 3 clusters Score -374780.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -374789.468750 Penalty: 3993.148682
	Iteration 25Q: 3 clusters Score -374789.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -374797.125000 Penalty: 3993.148682
	Iteration 26Q: 3 clusters Score -374797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -374801.093750 Penalty: 3993.148682
	Iteration 27Q: 3 clusters Score -374801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -374803.812500 Penalty: 3993.148682
	Iteration 28Q: 3 clusters Score -374803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -374805.531250 Penalty: 3993.148682
	Iteration 29Q: 3 clusters Score -374805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -374808.687500 Penalty: 3993.148682
	Iteration 30Q: 3 clusters Score -374808.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -374808.937500 Penalty: 3993.148682
	Iteration 31Q: 3 clusters Score -374808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -374809.781250 Penalty: 3993.148682
	Iteration 32Q: 3 clusters Score -374809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -374809.781250 Penalty: 3993.148682
	Iteration 33F: 3 clusters Score -374809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -772049.500000 Penalty: 2183.211914
	Iteration 0F: 2 clusters Score -772049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -766485.375000 Penalty: 4366.423828
	Iteration 0F: 3 clusters Score -766485.4 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -767878.437500 Penalty: 4366.423828
	Iteration 1F: 3 clusters Score -767878.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -768135.812500 Penalty: 4366.423828
	Iteration 2F: 3 clusters Score -768135.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -768447.187500 Penalty: 4366.423828
	Iteration 3F: 3 clusters Score -768447.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -768740.437500 Penalty: 4366.423828
	Iteration 4F: 3 clusters Score -768740.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -769015.937500 Penalty: 4366.423828
	Iteration 5F: 3 clusters Score -769015.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -769254.062500 Penalty: 4366.423828
	Iteration 6F: 3 clusters Score -769254.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -769439.062500 Penalty: 4366.423828
	Iteration 7Q: 3 clusters Score -769439.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -769635.500000 Penalty: 4366.423828
	Iteration 8Q: 3 clusters Score -769635.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -769814.875000 Penalty: 4366.423828
	Iteration 9Q: 3 clusters Score -769814.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -769972.750000 Penalty: 4366.423828
	Iteration 10Q: 3 clusters Score -769972.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -770081.125000 Penalty: 4366.423828
	Iteration 11Q: 3 clusters Score -770081.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -770155.437500 Penalty: 4366.423828
	Iteration 12Q: 3 clusters Score -770155.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -770214.562500 Penalty: 4366.423828
	Iteration 13Q: 3 clusters Score -770214.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -770270.937500 Penalty: 4366.423828
	Iteration 14Q: 3 clusters Score -770270.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -770315.312500 Penalty: 4366.423828
	Iteration 15Q: 3 clusters Score -770315.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -770356.437500 Penalty: 4366.423828
	Iteration 16Q: 3 clusters Score -770356.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -770392.062500 Penalty: 4366.423828
	Iteration 17Q: 3 clusters Score -770392.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -770421.312500 Penalty: 4366.423828
	Iteration 18Q: 3 clusters Score -770421.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -770447.812500 Penalty: 4366.423828
	Iteration 19Q: 3 clusters Score -770447.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -770478.000000 Penalty: 4366.423828
	Iteration 20F: 3 clusters Score -770478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -770506.062500 Penalty: 4366.423828
	Iteration 21Q: 3 clusters Score -770506.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -770533.375000 Penalty: 4366.423828
	Iteration 22Q: 3 clusters Score -770533.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -770555.562500 Penalty: 4366.423828
	Iteration 23Q: 3 clusters Score -770555.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -770571.562500 Penalty: 4366.423828
	Iteration 24Q: 3 clusters Score -770571.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -770598.250000 Penalty: 4366.423828
	Iteration 25Q: 3 clusters Score -770598.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -770619.375000 Penalty: 4366.423828
	Iteration 26Q: 3 clusters Score -770619.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -770637.062500 Penalty: 4366.423828
	Iteration 27Q: 3 clusters Score -770637.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -770649.125000 Penalty: 4366.423828
	Iteration 28Q: 3 clusters Score -770649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -770658.500000 Penalty: 4366.423828
	Iteration 29Q: 3 clusters Score -770658.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -770662.312500 Penalty: 4366.423828
	Iteration 30Q: 3 clusters Score -770662.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -770666.125000 Penalty: 4366.423828
	Iteration 31Q: 3 clusters Score -770666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -770669.875000 Penalty: 4366.423828
	Iteration 32Q: 3 clusters Score -770669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -770670.875000 Penalty: 4366.423828
	Iteration 33Q: 3 clusters Score -770670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -770672.625000 Penalty: 4366.423828
	Iteration 34Q: 3 clusters Score -770672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -770674.312500 Penalty: 4366.423828
	Iteration 35Q: 3 clusters Score -770674.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -770676.187500 Penalty: 4366.423828
	Iteration 36Q: 3 clusters Score -770676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -770676.187500 Penalty: 4366.423828
	Iteration 37F: 3 clusters Score -770676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161996 members 
Entering Unmasked Estep 
Score: -20138620.000000 Penalty: 2974.841064
	Iteration 0F: 2 clusters Score -2.013862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -20031588.000000 Penalty: 5949.682129
	Iteration 0F: 3 clusters Score -2.003159e+07 nChanged 77511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -20076578.000000 Penalty: 5949.682129
	Iteration 1F: 3 clusters Score -2.007658e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -20077958.000000 Penalty: 5949.682129
	Iteration 2Q: 3 clusters Score -2.007796e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 86114 members 
Entering Unmasked Estep 
Score: -20079666.000000 Penalty: 5949.682129
	Iteration 3Q: 3 clusters Score -2.007967e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -20082256.000000 Penalty: 5949.682129
	Iteration 4Q: 3 clusters Score -2.008226e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -20086526.000000 Penalty: 5949.682129
	Iteration 5F: 3 clusters Score -2.008653e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -20092368.000000 Penalty: 5949.682129
	Iteration 6F: 3 clusters Score -2.009237e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 105976 members 
Entering Unmasked Estep 
Score: -20100160.000000 Penalty: 5949.682129
	Iteration 7F: 3 clusters Score -2.010016e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -20108544.000000 Penalty: 5949.682129
	Iteration 8F: 3 clusters Score -2.010854e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 120752 members 
Entering Unmasked Estep 
Score: -20116866.000000 Penalty: 5949.682129
	Iteration 9F: 3 clusters Score -2.011687e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -20123430.000000 Penalty: 5949.682129
	Iteration 10Q: 3 clusters Score -2.012343e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 130611 members 
Entering Unmasked Estep 
Score: -20127456.000000 Penalty: 5949.682129
	Iteration 11Q: 3 clusters Score -2.012746e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 133591 members 
Entering Unmasked Estep 
Score: -20129560.000000 Penalty: 5949.682129
	Iteration 12Q: 3 clusters Score -2.012956e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -20130638.000000 Penalty: 5949.682129
	Iteration 13Q: 3 clusters Score -2.013064e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -20131658.000000 Penalty: 5949.682129
	Iteration 14Q: 3 clusters Score -2.013166e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 140519 members 
Entering Unmasked Estep 
Score: -20132506.000000 Penalty: 5949.682129
	Iteration 15Q: 3 clusters Score -2.013251e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -20133380.000000 Penalty: 5949.682129
	Iteration 16Q: 3 clusters Score -2.013338e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -20133976.000000 Penalty: 5949.682129
	Iteration 17Q: 3 clusters Score -2.013398e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -20134480.000000 Penalty: 5949.682129
	Iteration 18Q: 3 clusters Score -2.013448e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -20134978.000000 Penalty: 5949.682129
	Iteration 19Q: 3 clusters Score -2.013498e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 148943 members 
Entering Unmasked Estep 
Score: -20135512.000000 Penalty: 5949.682129
	Iteration 20F: 3 clusters Score -2.013551e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -20135838.000000 Penalty: 5949.682129
	Iteration 21Q: 3 clusters Score -2.013584e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -20136082.000000 Penalty: 5949.682129
	Iteration 22Q: 3 clusters Score -2.013608e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 152260 members 
Entering Unmasked Estep 
Score: -20136322.000000 Penalty: 5949.682129
	Iteration 23Q: 3 clusters Score -2.013632e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 153088 members 
Entering Unmasked Estep 
Score: -20136422.000000 Penalty: 5949.682129
	Iteration 24Q: 3 clusters Score -2.013642e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 153812 members 
Entering Unmasked Estep 
Score: -20136550.000000 Penalty: 5949.682129
	Iteration 25Q: 3 clusters Score -2.013655e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -20136582.000000 Penalty: 5949.682129
	Iteration 26Q: 3 clusters Score -2.013658e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 154967 members 
Entering Unmasked Estep 
Score: -20136632.000000 Penalty: 5949.682129
	Iteration 27Q: 3 clusters Score -2.013663e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -20136708.000000 Penalty: 5949.682129
	Iteration 28Q: 3 clusters Score -2.013671e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 155863 members 
Entering Unmasked Estep 
Score: -20136792.000000 Penalty: 5949.682129
	Iteration 29Q: 3 clusters Score -2.013679e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -20136822.000000 Penalty: 5949.682129
	Iteration 30Q: 3 clusters Score -2.013682e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -20136872.000000 Penalty: 5949.682129
	Iteration 31Q: 3 clusters Score -2.013687e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -20136916.000000 Penalty: 5949.682129
	Iteration 32Q: 3 clusters Score -2.013692e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -20136952.000000 Penalty: 5949.682129
	Iteration 33Q: 3 clusters Score -2.013695e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 157255 members 
Entering Unmasked Estep 
Score: -20136944.000000 Penalty: 5949.682129
	Iteration 34Q: 3 clusters Score -2.013694e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -20136960.000000 Penalty: 5949.682129
	Iteration 35Q: 3 clusters Score -2.013696e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -20136978.000000 Penalty: 5949.682129
	Iteration 36Q: 3 clusters Score -2.013698e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -20137080.000000 Penalty: 5949.682129
	Iteration 37Q: 3 clusters Score -2.013708e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 157885 members 
Entering Unmasked Estep 
Score: -20137052.000000 Penalty: 5949.682129
	Iteration 38Q: 3 clusters Score -2.013705e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 157983 members 
Entering Unmasked Estep 
Score: -20137078.000000 Penalty: 5949.682129
	Iteration 39Q: 3 clusters Score -2.013708e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 158065 members 
Entering Unmasked Estep 
Score: -20137092.000000 Penalty: 5949.682129
	Iteration 40F: 3 clusters Score -2.013709e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 158143 members 
Entering Unmasked Estep 
Score: -20137090.000000 Penalty: 5949.682129
	Iteration 41Q: 3 clusters Score -2.013709e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -20137082.000000 Penalty: 5949.682129
	Iteration 42Q: 3 clusters Score -2.013708e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 158286 members 
Entering Unmasked Estep 
Score: -20137096.000000 Penalty: 5949.682129
	Iteration 43Q: 3 clusters Score -2.01371e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -20137108.000000 Penalty: 5949.682129
	Iteration 44Q: 3 clusters Score -2.013711e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 158406 members 
Entering Unmasked Estep 
Score: -20137110.000000 Penalty: 5949.682129
	Iteration 45Q: 3 clusters Score -2.013711e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 158473 members 
Entering Unmasked Estep 
Score: -20137088.000000 Penalty: 5949.682129
	Iteration 46Q: 3 clusters Score -2.013709e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 158542 members 
Entering Unmasked Estep 
Score: -20137120.000000 Penalty: 5949.682129
	Iteration 47Q: 3 clusters Score -2.013712e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -20137096.000000 Penalty: 5949.682129
	Iteration 48Q: 3 clusters Score -2.01371e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -20137116.000000 Penalty: 5949.682129
	Iteration 49Q: 3 clusters Score -2.013712e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -20137124.000000 Penalty: 5949.682129
	Iteration 50Q: 3 clusters Score -2.013712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 158754 members 
Entering Unmasked Estep 
Score: -20137142.000000 Penalty: 5949.682129
	Iteration 51Q: 3 clusters Score -2.013714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -20137128.000000 Penalty: 5949.682129
	Iteration 52Q: 3 clusters Score -2.013713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 158805 members 
Entering Unmasked Estep 
Score: -20137122.000000 Penalty: 5949.682129
	Iteration 53Q: 3 clusters Score -2.013712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -20137150.000000 Penalty: 5949.682129
	Iteration 54Q: 3 clusters Score -2.013715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -20137160.000000 Penalty: 5949.682129
	Iteration 55Q: 3 clusters Score -2.013716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 158874 members 
Entering Unmasked Estep 
Score: -20137176.000000 Penalty: 5949.682129
	Iteration 56Q: 3 clusters Score -2.013718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -20137152.000000 Penalty: 5949.682129
	Iteration 57Q: 3 clusters Score -2.013715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -20137164.000000 Penalty: 5949.682129
	Iteration 58Q: 3 clusters Score -2.013716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 158914 members 
Entering Unmasked Estep 
Score: -20137196.000000 Penalty: 5949.682129
	Iteration 59Q: 3 clusters Score -2.01372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 158921 members 
Entering Unmasked Estep 
Score: -20137186.000000 Penalty: 5949.682129
	Iteration 60F: 3 clusters Score -2.013719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -20137186.000000 Penalty: 5949.682129
	Iteration 61Q: 3 clusters Score -2.013719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -20137180.000000 Penalty: 5949.682129
	Iteration 62Q: 3 clusters Score -2.013718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -20137190.000000 Penalty: 5949.682129
	Iteration 63Q: 3 clusters Score -2.013719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 158944 members 
Entering Unmasked Estep 
Score: -20137182.000000 Penalty: 5949.682129
	Iteration 64Q: 3 clusters Score -2.013718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -20137190.000000 Penalty: 5949.682129
	Iteration 65Q: 3 clusters Score -2.013719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -20137190.000000 Penalty: 5949.682129
	Iteration 66Q: 3 clusters Score -2.013719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 158958 members 
Entering Unmasked Estep 
Score: -20137192.000000 Penalty: 5949.682129
	Iteration 67Q: 3 clusters Score -2.013719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -20137194.000000 Penalty: 5949.682129
	Iteration 68Q: 3 clusters Score -2.013719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -20137200.000000 Penalty: 5949.682129
	Iteration 69Q: 3 clusters Score -2.01372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -20137214.000000 Penalty: 5949.682129
	Iteration 70Q: 3 clusters Score -2.013721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 158998 members 
Entering Unmasked Estep 
Score: -20137196.000000 Penalty: 5949.682129
	Iteration 71Q: 3 clusters Score -2.01372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 159013 members 
Entering Unmasked Estep 
Score: -20137208.000000 Penalty: 5949.682129
	Iteration 72Q: 3 clusters Score -2.013721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 159029 members 
Entering Unmasked Estep 
Score: -20137198.000000 Penalty: 5949.682129
	Iteration 73Q: 3 clusters Score -2.01372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 159038 members 
Entering Unmasked Estep 
Score: -20137190.000000 Penalty: 5949.682129
	Iteration 74Q: 3 clusters Score -2.013719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -20137190.000000 Penalty: 5949.682129
	Iteration 75Q: 3 clusters Score -2.013719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 159050 members 
Entering Unmasked Estep 
Score: -20137180.000000 Penalty: 5949.682129
	Iteration 76Q: 3 clusters Score -2.013718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -20137192.000000 Penalty: 5949.682129
	Iteration 77Q: 3 clusters Score -2.013719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -20137174.000000 Penalty: 5949.682129
	Iteration 78Q: 3 clusters Score -2.013717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 159060 members 
Entering Unmasked Estep 
Score: -20137182.000000 Penalty: 5949.682129
	Iteration 79Q: 3 clusters Score -2.013718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -20137174.000000 Penalty: 5949.682129
	Iteration 80F: 3 clusters Score -2.013717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 159067 members 
Entering Unmasked Estep 
Score: -20137170.000000 Penalty: 5949.682129
	Iteration 81Q: 3 clusters Score -2.013717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 159068 members 
Entering Unmasked Estep 
Score: -20137174.000000 Penalty: 5949.682129
	Iteration 82Q: 3 clusters Score -2.013717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 159070 members 
Entering Unmasked Estep 
Score: -20137172.000000 Penalty: 5949.682129
	Iteration 83Q: 3 clusters Score -2.013717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 159077 members 
Entering Unmasked Estep 
Score: -20137162.000000 Penalty: 5949.682129
	Iteration 84Q: 3 clusters Score -2.013716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -20137154.000000 Penalty: 5949.682129
	Iteration 85Q: 3 clusters Score -2.013715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 159089 members 
Entering Unmasked Estep 
Score: -20137146.000000 Penalty: 5949.682129
	Iteration 86Q: 3 clusters Score -2.013715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 159092 members 
Entering Unmasked Estep 
Score: -20137148.000000 Penalty: 5949.682129
	Iteration 87Q: 3 clusters Score -2.013715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -20137154.000000 Penalty: 5949.682129
	Iteration 88Q: 3 clusters Score -2.013715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -20137154.000000 Penalty: 5949.682129
	Iteration 89F: 3 clusters Score -2.013715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187388 members 
Entering Unmasked Estep 
Score: -22992366.000000 Penalty: 3010.952393
	Iteration 0F: 2 clusters Score -2.299237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -22869128.000000 Penalty: 6021.904785
	Iteration 0F: 3 clusters Score -2.286913e+07 nChanged 89806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -22921046.000000 Penalty: 6021.904785
	Iteration 1F: 3 clusters Score -2.292105e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -22921452.000000 Penalty: 6021.904785
	Iteration 2Q: 3 clusters Score -2.292145e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -22922088.000000 Penalty: 6021.904785
	Iteration 3Q: 3 clusters Score -2.292209e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 94790 members 
Entering Unmasked Estep 
Score: -22922680.000000 Penalty: 6021.904785
	Iteration 4Q: 3 clusters Score -2.292268e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -22923382.000000 Penalty: 6021.904785
	Iteration 5Q: 3 clusters Score -2.292338e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -22924056.000000 Penalty: 6021.904785
	Iteration 6Q: 3 clusters Score -2.292406e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -22924814.000000 Penalty: 6021.904785
	Iteration 7Q: 3 clusters Score -2.292481e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 99461 members 
Entering Unmasked Estep 
Score: -22925948.000000 Penalty: 6021.904785
	Iteration 8Q: 3 clusters Score -2.292595e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -22927400.000000 Penalty: 6021.904785
	Iteration 9Q: 3 clusters Score -2.29274e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 106922 members 
Entering Unmasked Estep 
Score: -22929710.000000 Penalty: 6021.904785
	Iteration 10Q: 3 clusters Score -2.292971e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -22933808.000000 Penalty: 6021.904785
	Iteration 11Q: 3 clusters Score -2.293381e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -22940032.000000 Penalty: 6021.904785
	Iteration 12F: 3 clusters Score -2.294003e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 131757 members 
Entering Unmasked Estep 
Score: -22949008.000000 Penalty: 6021.904785
	Iteration 13F: 3 clusters Score -2.294901e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 141359 members 
Entering Unmasked Estep 
Score: -22958648.000000 Penalty: 6021.904785
	Iteration 14F: 3 clusters Score -2.295865e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 149103 members 
Entering Unmasked Estep 
Score: -22966392.000000 Penalty: 6021.904785
	Iteration 15F: 3 clusters Score -2.296639e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 154875 members 
Entering Unmasked Estep 
Score: -22971534.000000 Penalty: 6021.904785
	Iteration 16Q: 3 clusters Score -2.297153e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 159492 members 
Entering Unmasked Estep 
Score: -22975004.000000 Penalty: 6021.904785
	Iteration 17Q: 3 clusters Score -2.2975e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -22977712.000000 Penalty: 6021.904785
	Iteration 18Q: 3 clusters Score -2.297771e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 167111 members 
Entering Unmasked Estep 
Score: -22980040.000000 Penalty: 6021.904785
	Iteration 19Q: 3 clusters Score -2.298004e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 170292 members 
Entering Unmasked Estep 
Score: -22981806.000000 Penalty: 6021.904785
	Iteration 20F: 3 clusters Score -2.298181e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 173030 members 
Entering Unmasked Estep 
Score: -22983376.000000 Penalty: 6021.904785
	Iteration 21Q: 3 clusters Score -2.298338e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -22984730.000000 Penalty: 6021.904785
	Iteration 22Q: 3 clusters Score -2.298473e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 177455 members 
Entering Unmasked Estep 
Score: -22985786.000000 Penalty: 6021.904785
	Iteration 23Q: 3 clusters Score -2.298579e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 179244 members 
Entering Unmasked Estep 
Score: -22986602.000000 Penalty: 6021.904785
	Iteration 24Q: 3 clusters Score -2.29866e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 180720 members 
Entering Unmasked Estep 
Score: -22987338.000000 Penalty: 6021.904785
	Iteration 25Q: 3 clusters Score -2.298734e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 181898 members 
Entering Unmasked Estep 
Score: -22987764.000000 Penalty: 6021.904785
	Iteration 26Q: 3 clusters Score -2.298776e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 182836 members 
Entering Unmasked Estep 
Score: -22988192.000000 Penalty: 6021.904785
	Iteration 27Q: 3 clusters Score -2.298819e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 183579 members 
Entering Unmasked Estep 
Score: -22988476.000000 Penalty: 6021.904785
	Iteration 28Q: 3 clusters Score -2.298848e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 184172 members 
Entering Unmasked Estep 
Score: -22988728.000000 Penalty: 6021.904785
	Iteration 29Q: 3 clusters Score -2.298873e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 184660 members 
Entering Unmasked Estep 
Score: -22988918.000000 Penalty: 6021.904785
	Iteration 30Q: 3 clusters Score -2.298892e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 185052 members 
Entering Unmasked Estep 
Score: -22989066.000000 Penalty: 6021.904785
	Iteration 31Q: 3 clusters Score -2.298907e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 185351 members 
Entering Unmasked Estep 
Score: -22989132.000000 Penalty: 6021.904785
	Iteration 32Q: 3 clusters Score -2.298913e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 185599 members 
Entering Unmasked Estep 
Score: -22989292.000000 Penalty: 6021.904785
	Iteration 33Q: 3 clusters Score -2.298929e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 185810 members 
Entering Unmasked Estep 
Score: -22989366.000000 Penalty: 6021.904785
	Iteration 34Q: 3 clusters Score -2.298937e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 185971 members 
Entering Unmasked Estep 
Score: -22989440.000000 Penalty: 6021.904785
	Iteration 35Q: 3 clusters Score -2.298944e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 186105 members 
Entering Unmasked Estep 
Score: -22989520.000000 Penalty: 6021.904785
	Iteration 36Q: 3 clusters Score -2.298952e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 186224 members 
Entering Unmasked Estep 
Score: -22989586.000000 Penalty: 6021.904785
	Iteration 37Q: 3 clusters Score -2.298959e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 186309 members 
Entering Unmasked Estep 
Score: -22989594.000000 Penalty: 6021.904785
	Iteration 38Q: 3 clusters Score -2.298959e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 186381 members 
Entering Unmasked Estep 
Score: -22989650.000000 Penalty: 6021.904785
	Iteration 39Q: 3 clusters Score -2.298965e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 186428 members 
Entering Unmasked Estep 
Score: -22989678.000000 Penalty: 6021.904785
	Iteration 40F: 3 clusters Score -2.298968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 186458 members 
Entering Unmasked Estep 
Score: -22989680.000000 Penalty: 6021.904785
	Iteration 41Q: 3 clusters Score -2.298968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 186478 members 
Entering Unmasked Estep 
Score: -22989682.000000 Penalty: 6021.904785
	Iteration 42Q: 3 clusters Score -2.298968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 186500 members 
Entering Unmasked Estep 
Score: -22989698.000000 Penalty: 6021.904785
	Iteration 43Q: 3 clusters Score -2.29897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 186522 members 
Entering Unmasked Estep 
Score: -22989710.000000 Penalty: 6021.904785
	Iteration 44Q: 3 clusters Score -2.298971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 186536 members 
Entering Unmasked Estep 
Score: -22989720.000000 Penalty: 6021.904785
	Iteration 45Q: 3 clusters Score -2.298972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 186546 members 
Entering Unmasked Estep 
Score: -22989690.000000 Penalty: 6021.904785
	Iteration 46Q: 3 clusters Score -2.298969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 186551 members 
Entering Unmasked Estep 
Score: -22989702.000000 Penalty: 6021.904785
	Iteration 47Q: 3 clusters Score -2.29897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 186553 members 
Entering Unmasked Estep 
Score: -22989702.000000 Penalty: 6021.904785
	Iteration 48Q: 3 clusters Score -2.29897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 186555 members 
Entering Unmasked Estep 
Score: -22989696.000000 Penalty: 6021.904785
	Iteration 49Q: 3 clusters Score -2.29897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -22989692.000000 Penalty: 6021.904785
	Iteration 50Q: 3 clusters Score -2.298969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 186565 members 
Entering Unmasked Estep 
Score: -22989708.000000 Penalty: 6021.904785
	Iteration 51Q: 3 clusters Score -2.298971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 186567 members 
Entering Unmasked Estep 
Score: -22989694.000000 Penalty: 6021.904785
	Iteration 52Q: 3 clusters Score -2.298969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 186570 members 
Entering Unmasked Estep 
Score: -22989706.000000 Penalty: 6021.904785
	Iteration 53Q: 3 clusters Score -2.298971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 186576 members 
Entering Unmasked Estep 
Score: -22989730.000000 Penalty: 6021.904785
	Iteration 54Q: 3 clusters Score -2.298973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 186579 members 
Entering Unmasked Estep 
Score: -22989722.000000 Penalty: 6021.904785
	Iteration 55Q: 3 clusters Score -2.298972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 186580 members 
Entering Unmasked Estep 
Score: -22989720.000000 Penalty: 6021.904785
	Iteration 56Q: 3 clusters Score -2.298972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -22989718.000000 Penalty: 6021.904785
	Iteration 57Q: 3 clusters Score -2.298972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 186589 members 
Entering Unmasked Estep 
Score: -22989726.000000 Penalty: 6021.904785
	Iteration 58Q: 3 clusters Score -2.298973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 186593 members 
Entering Unmasked Estep 
Score: -22989726.000000 Penalty: 6021.904785
	Iteration 59Q: 3 clusters Score -2.298973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 186598 members 
Entering Unmasked Estep 
Score: -22989724.000000 Penalty: 6021.904785
	Iteration 60F: 3 clusters Score -2.298972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 186600 members 
Entering Unmasked Estep 
Score: -22989734.000000 Penalty: 6021.904785
	Iteration 61Q: 3 clusters Score -2.298973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 186601 members 
Entering Unmasked Estep 
Score: -22989716.000000 Penalty: 6021.904785
	Iteration 62Q: 3 clusters Score -2.298972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -22989718.000000 Penalty: 6021.904785
	Iteration 63Q: 3 clusters Score -2.298972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 186605 members 
Entering Unmasked Estep 
Score: -22989718.000000 Penalty: 6021.904785
	Iteration 64Q: 3 clusters Score -2.298972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -22989716.000000 Penalty: 6021.904785
	Iteration 65Q: 3 clusters Score -2.298972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 186606 members 
Entering Unmasked Estep 
Score: -22989716.000000 Penalty: 6021.904785
	Iteration 66F: 3 clusters Score -2.298972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -720482.625000 Penalty: 2144.105225
	Iteration 0F: 2 clusters Score -720482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -715455.562500 Penalty: 4288.210449
	Iteration 0F: 3 clusters Score -715455.6 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -716637.812500 Penalty: 4288.210449
	Iteration 1F: 3 clusters Score -716637.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -716871.062500 Penalty: 4288.210449
	Iteration 2F: 3 clusters Score -716871.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -717012.937500 Penalty: 4288.210449
	Iteration 3Q: 3 clusters Score -717012.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -717105.437500 Penalty: 4288.210449
	Iteration 4Q: 3 clusters Score -717105.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -717168.125000 Penalty: 4288.210449
	Iteration 5Q: 3 clusters Score -717168.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -717217.375000 Penalty: 4288.210449
	Iteration 6Q: 3 clusters Score -717217.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -717249.000000 Penalty: 4288.210449
	Iteration 7Q: 3 clusters Score -717249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -717278.875000 Penalty: 4288.210449
	Iteration 8Q: 3 clusters Score -717278.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -717300.500000 Penalty: 4288.210449
	Iteration 9Q: 3 clusters Score -717300.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -717314.500000 Penalty: 4288.210449
	Iteration 10Q: 3 clusters Score -717314.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -717327.125000 Penalty: 4288.210449
	Iteration 11Q: 3 clusters Score -717327.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -717341.000000 Penalty: 4288.210449
	Iteration 12Q: 3 clusters Score -717341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -717352.125000 Penalty: 4288.210449
	Iteration 13Q: 3 clusters Score -717352.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -717361.687500 Penalty: 4288.210449
	Iteration 14Q: 3 clusters Score -717361.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -717365.500000 Penalty: 4288.210449
	Iteration 15Q: 3 clusters Score -717365.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -717374.812500 Penalty: 4288.210449
	Iteration 16Q: 3 clusters Score -717374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -717382.312500 Penalty: 4288.210449
	Iteration 17Q: 3 clusters Score -717382.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -717390.000000 Penalty: 4288.210449
	Iteration 18Q: 3 clusters Score -717390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -717396.812500 Penalty: 4288.210449
	Iteration 19Q: 3 clusters Score -717396.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -717403.812500 Penalty: 4288.210449
	Iteration 20F: 3 clusters Score -717403.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -717405.437500 Penalty: 4288.210449
	Iteration 21Q: 3 clusters Score -717405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -717411.500000 Penalty: 4288.210449
	Iteration 22Q: 3 clusters Score -717411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -717416.875000 Penalty: 4288.210449
	Iteration 23Q: 3 clusters Score -717416.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -717424.687500 Penalty: 4288.210449
	Iteration 24Q: 3 clusters Score -717424.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -717430.125000 Penalty: 4288.210449
	Iteration 25Q: 3 clusters Score -717430.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -717437.625000 Penalty: 4288.210449
	Iteration 26Q: 3 clusters Score -717437.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -717448.437500 Penalty: 4288.210449
	Iteration 27Q: 3 clusters Score -717448.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -717455.437500 Penalty: 4288.210449
	Iteration 28Q: 3 clusters Score -717455.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -717460.687500 Penalty: 4288.210449
	Iteration 29Q: 3 clusters Score -717460.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -717465.125000 Penalty: 4288.210449
	Iteration 30Q: 3 clusters Score -717465.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -717472.437500 Penalty: 4288.210449
	Iteration 31Q: 3 clusters Score -717472.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -717480.437500 Penalty: 4288.210449
	Iteration 32Q: 3 clusters Score -717480.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -717486.625000 Penalty: 4288.210449
	Iteration 33Q: 3 clusters Score -717486.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -717491.812500 Penalty: 4288.210449
	Iteration 34Q: 3 clusters Score -717491.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -717497.187500 Penalty: 4288.210449
	Iteration 35Q: 3 clusters Score -717497.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -717504.312500 Penalty: 4288.210449
	Iteration 36Q: 3 clusters Score -717504.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -717509.750000 Penalty: 4288.210449
	Iteration 37Q: 3 clusters Score -717509.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -717521.437500 Penalty: 4288.210449
	Iteration 38Q: 3 clusters Score -717521.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -717534.187500 Penalty: 4288.210449
	Iteration 39Q: 3 clusters Score -717534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -717548.562500 Penalty: 4288.210449
	Iteration 40F: 3 clusters Score -717548.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -717563.500000 Penalty: 4288.210449
	Iteration 41Q: 3 clusters Score -717563.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -717573.937500 Penalty: 4288.210449
	Iteration 42Q: 3 clusters Score -717573.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -717590.750000 Penalty: 4288.210449
	Iteration 43Q: 3 clusters Score -717590.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -717613.187500 Penalty: 4288.210449
	Iteration 44Q: 3 clusters Score -717613.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -717633.750000 Penalty: 4288.210449
	Iteration 45Q: 3 clusters Score -717633.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -717659.000000 Penalty: 4288.210449
	Iteration 46Q: 3 clusters Score -717659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -717681.125000 Penalty: 4288.210449
	Iteration 47Q: 3 clusters Score -717681.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -717713.500000 Penalty: 4288.210449
	Iteration 48Q: 3 clusters Score -717713.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -717750.750000 Penalty: 4288.210449
	Iteration 49Q: 3 clusters Score -717750.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -717793.562500 Penalty: 4288.210449
	Iteration 50Q: 3 clusters Score -717793.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -717842.125000 Penalty: 4288.210449
	Iteration 51Q: 3 clusters Score -717842.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -717896.062500 Penalty: 4288.210449
	Iteration 52Q: 3 clusters Score -717896.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -717944.375000 Penalty: 4288.210449
	Iteration 53Q: 3 clusters Score -717944.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -717991.437500 Penalty: 4288.210449
	Iteration 54Q: 3 clusters Score -717991.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -718040.187500 Penalty: 4288.210449
	Iteration 55Q: 3 clusters Score -718040.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -718097.750000 Penalty: 4288.210449
	Iteration 56Q: 3 clusters Score -718097.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -718149.937500 Penalty: 4288.210449
	Iteration 57Q: 3 clusters Score -718149.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -718203.875000 Penalty: 4288.210449
	Iteration 58Q: 3 clusters Score -718203.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -718261.750000 Penalty: 4288.210449
	Iteration 59Q: 3 clusters Score -718261.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -718311.250000 Penalty: 4288.210449
	Iteration 60F: 3 clusters Score -718311.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -718340.375000 Penalty: 4288.210449
	Iteration 61Q: 3 clusters Score -718340.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -718371.937500 Penalty: 4288.210449
	Iteration 62Q: 3 clusters Score -718371.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -718393.625000 Penalty: 4288.210449
	Iteration 63Q: 3 clusters Score -718393.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -718422.250000 Penalty: 4288.210449
	Iteration 64Q: 3 clusters Score -718422.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -718449.250000 Penalty: 4288.210449
	Iteration 65Q: 3 clusters Score -718449.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -718464.812500 Penalty: 4288.210449
	Iteration 66Q: 3 clusters Score -718464.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -718484.375000 Penalty: 4288.210449
	Iteration 67Q: 3 clusters Score -718484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -718494.250000 Penalty: 4288.210449
	Iteration 68Q: 3 clusters Score -718494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -718504.875000 Penalty: 4288.210449
	Iteration 69Q: 3 clusters Score -718504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -718509.750000 Penalty: 4288.210449
	Iteration 70Q: 3 clusters Score -718509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -718518.750000 Penalty: 4288.210449
	Iteration 71Q: 3 clusters Score -718518.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -718523.375000 Penalty: 4288.210449
	Iteration 72Q: 3 clusters Score -718523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -718527.000000 Penalty: 4288.210449
	Iteration 73Q: 3 clusters Score -718527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -718530.750000 Penalty: 4288.210449
	Iteration 74Q: 3 clusters Score -718530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -718532.687500 Penalty: 4288.210449
	Iteration 75Q: 3 clusters Score -718532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -718533.625000 Penalty: 4288.210449
	Iteration 76Q: 3 clusters Score -718533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -718538.562500 Penalty: 4288.210449
	Iteration 77Q: 3 clusters Score -718538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -718541.000000 Penalty: 4288.210449
	Iteration 78Q: 3 clusters Score -718541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -718544.000000 Penalty: 4288.210449
	Iteration 79Q: 3 clusters Score -718544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -718549.750000 Penalty: 4288.210449
	Iteration 80F: 3 clusters Score -718549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -718551.625000 Penalty: 4288.210449
	Iteration 81Q: 3 clusters Score -718551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -718553.187500 Penalty: 4288.210449
	Iteration 82Q: 3 clusters Score -718553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -718554.187500 Penalty: 4288.210449
	Iteration 83Q: 3 clusters Score -718554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -718558.062500 Penalty: 4288.210449
	Iteration 84Q: 3 clusters Score -718558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -718558.750000 Penalty: 4288.210449
	Iteration 85Q: 3 clusters Score -718558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -718558.750000 Penalty: 4288.210449
	Iteration 86F: 3 clusters Score -718558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Entering Unmasked Estep 
Score: -7249509.000000 Penalty: 2721.685791
	Iteration 0F: 2 clusters Score -7249509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -7210008.000000 Penalty: 5443.371582
	Iteration 0F: 3 clusters Score -7210008 nChanged 27198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -7225390.500000 Penalty: 5443.371582
	Iteration 1F: 3 clusters Score -7225390 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -7226080.500000 Penalty: 5443.371582
	Iteration 2Q: 3 clusters Score -7226080 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -7226748.000000 Penalty: 5443.371582
	Iteration 3Q: 3 clusters Score -7226748 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7227585.500000 Penalty: 5443.371582
	Iteration 4Q: 3 clusters Score -7227586 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -7228616.500000 Penalty: 5443.371582
	Iteration 5Q: 3 clusters Score -7228616 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -7229812.500000 Penalty: 5443.371582
	Iteration 6Q: 3 clusters Score -7229812 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7231165.500000 Penalty: 5443.371582
	Iteration 7Q: 3 clusters Score -7231166 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -7232671.500000 Penalty: 5443.371582
	Iteration 8Q: 3 clusters Score -7232672 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7234342.000000 Penalty: 5443.371582
	Iteration 9Q: 3 clusters Score -7234342 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -7236216.500000 Penalty: 5443.371582
	Iteration 10Q: 3 clusters Score -7236216 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7238017.500000 Penalty: 5443.371582
	Iteration 11Q: 3 clusters Score -7238018 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -7239699.000000 Penalty: 5443.371582
	Iteration 12Q: 3 clusters Score -7239699 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -7240989.000000 Penalty: 5443.371582
	Iteration 13Q: 3 clusters Score -7240989 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -7241880.000000 Penalty: 5443.371582
	Iteration 14Q: 3 clusters Score -7241880 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -7242496.500000 Penalty: 5443.371582
	Iteration 15Q: 3 clusters Score -7242496 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -7243020.500000 Penalty: 5443.371582
	Iteration 16Q: 3 clusters Score -7243020 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -7243500.500000 Penalty: 5443.371582
	Iteration 17Q: 3 clusters Score -7243500 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -7243950.500000 Penalty: 5443.371582
	Iteration 18Q: 3 clusters Score -7243950 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -7244389.500000 Penalty: 5443.371582
	Iteration 19Q: 3 clusters Score -7244390 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -7244782.500000 Penalty: 5443.371582
	Iteration 20F: 3 clusters Score -7244782 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7245155.500000 Penalty: 5443.371582
	Iteration 21Q: 3 clusters Score -7245156 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -7245473.500000 Penalty: 5443.371582
	Iteration 22Q: 3 clusters Score -7245474 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -7245770.000000 Penalty: 5443.371582
	Iteration 23Q: 3 clusters Score -7245770 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -7246041.500000 Penalty: 5443.371582
	Iteration 24Q: 3 clusters Score -7246042 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -7246227.500000 Penalty: 5443.371582
	Iteration 25Q: 3 clusters Score -7246228 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -7246437.000000 Penalty: 5443.371582
	Iteration 26Q: 3 clusters Score -7246437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -7246577.500000 Penalty: 5443.371582
	Iteration 27Q: 3 clusters Score -7246578 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -7246700.000000 Penalty: 5443.371582
	Iteration 28Q: 3 clusters Score -7246700 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7246787.000000 Penalty: 5443.371582
	Iteration 29Q: 3 clusters Score -7246787 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -7246854.000000 Penalty: 5443.371582
	Iteration 30Q: 3 clusters Score -7246854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -7246918.000000 Penalty: 5443.371582
	Iteration 31Q: 3 clusters Score -7246918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -7246953.500000 Penalty: 5443.371582
	Iteration 32Q: 3 clusters Score -7246954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7246963.500000 Penalty: 5443.371582
	Iteration 33Q: 3 clusters Score -7246964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -7247001.500000 Penalty: 5443.371582
	Iteration 34Q: 3 clusters Score -7247002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -7247023.500000 Penalty: 5443.371582
	Iteration 35Q: 3 clusters Score -7247024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -7247041.500000 Penalty: 5443.371582
	Iteration 36Q: 3 clusters Score -7247042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -7247050.000000 Penalty: 5443.371582
	Iteration 37Q: 3 clusters Score -7247050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -7247058.000000 Penalty: 5443.371582
	Iteration 38Q: 3 clusters Score -7247058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -7247067.500000 Penalty: 5443.371582
	Iteration 39Q: 3 clusters Score -7247068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -7247076.000000 Penalty: 5443.371582
	Iteration 40F: 3 clusters Score -7247076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7247078.500000 Penalty: 5443.371582
	Iteration 41Q: 3 clusters Score -7247078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -7247088.500000 Penalty: 5443.371582
	Iteration 42Q: 3 clusters Score -7247088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -7247092.000000 Penalty: 5443.371582
	Iteration 43Q: 3 clusters Score -7247092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -7247098.000000 Penalty: 5443.371582
	Iteration 44Q: 3 clusters Score -7247098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7247098.500000 Penalty: 5443.371582
	Iteration 45Q: 3 clusters Score -7247098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7247105.000000 Penalty: 5443.371582
	Iteration 46Q: 3 clusters Score -7247105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -7247109.000000 Penalty: 5443.371582
	Iteration 47Q: 3 clusters Score -7247109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7247119.500000 Penalty: 5443.371582
	Iteration 48Q: 3 clusters Score -7247120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7247118.000000 Penalty: 5443.371582
	Iteration 49Q: 3 clusters Score -7247118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -7247119.000000 Penalty: 5443.371582
	Iteration 50Q: 3 clusters Score -7247119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -7247130.500000 Penalty: 5443.371582
	Iteration 51Q: 3 clusters Score -7247130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -7247133.500000 Penalty: 5443.371582
	Iteration 52Q: 3 clusters Score -7247134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7247134.500000 Penalty: 5443.371582
	Iteration 53Q: 3 clusters Score -7247134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -7247136.500000 Penalty: 5443.371582
	Iteration 54Q: 3 clusters Score -7247136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -7247131.000000 Penalty: 5443.371582
	Iteration 55Q: 3 clusters Score -7247131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -7247140.000000 Penalty: 5443.371582
	Iteration 56Q: 3 clusters Score -7247140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -7247138.500000 Penalty: 5443.371582
	Iteration 57Q: 3 clusters Score -7247138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -7247139.500000 Penalty: 5443.371582
	Iteration 58Q: 3 clusters Score -7247140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -7247136.500000 Penalty: 5443.371582
	Iteration 59Q: 3 clusters Score -7247136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 57637 members 
Entering Unmasked Estep 
Score: -7247142.500000 Penalty: 5443.371582
	Iteration 60F: 3 clusters Score -7247142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Entering Unmasked Estep 
Score: -20536828.000000 Penalty: 2982.786377
	Iteration 0F: 2 clusters Score -2.053683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -20426628.000000 Penalty: 5965.572754
	Iteration 0F: 3 clusters Score -2.042663e+07 nChanged 80267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -20473624.000000 Penalty: 5965.572754
	Iteration 1F: 3 clusters Score -2.047362e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -20474872.000000 Penalty: 5965.572754
	Iteration 2Q: 3 clusters Score -2.047487e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -20476776.000000 Penalty: 5965.572754
	Iteration 3Q: 3 clusters Score -2.047678e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -20479454.000000 Penalty: 5965.572754
	Iteration 4Q: 3 clusters Score -2.047945e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 105499 members 
Entering Unmasked Estep 
Score: -20483924.000000 Penalty: 5965.572754
	Iteration 5F: 3 clusters Score -2.048392e+07 nChanged 10705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 115300 members 
Entering Unmasked Estep 
Score: -20491308.000000 Penalty: 5965.572754
	Iteration 6F: 3 clusters Score -2.049131e+07 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -20501966.000000 Penalty: 5965.572754
	Iteration 7F: 3 clusters Score -2.050197e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -20513628.000000 Penalty: 5965.572754
	Iteration 8F: 3 clusters Score -2.051363e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 150318 members 
Entering Unmasked Estep 
Score: -20522512.000000 Penalty: 5965.572754
	Iteration 9F: 3 clusters Score -2.052251e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -20528396.000000 Penalty: 5965.572754
	Iteration 10Q: 3 clusters Score -2.05284e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 161882 members 
Entering Unmasked Estep 
Score: -20531296.000000 Penalty: 5965.572754
	Iteration 11Q: 3 clusters Score -2.05313e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 164112 members 
Entering Unmasked Estep 
Score: -20532610.000000 Penalty: 5965.572754
	Iteration 12Q: 3 clusters Score -2.053261e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -20533298.000000 Penalty: 5965.572754
	Iteration 13Q: 3 clusters Score -2.05333e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 165894 members 
Entering Unmasked Estep 
Score: -20533636.000000 Penalty: 5965.572754
	Iteration 14Q: 3 clusters Score -2.053364e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -20533868.000000 Penalty: 5965.572754
	Iteration 15Q: 3 clusters Score -2.053387e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 166333 members 
Entering Unmasked Estep 
Score: -20533954.000000 Penalty: 5965.572754
	Iteration 16Q: 3 clusters Score -2.053395e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -20534064.000000 Penalty: 5965.572754
	Iteration 17Q: 3 clusters Score -2.053406e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -20534138.000000 Penalty: 5965.572754
	Iteration 18Q: 3 clusters Score -2.053414e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 166544 members 
Entering Unmasked Estep 
Score: -20534198.000000 Penalty: 5965.572754
	Iteration 19Q: 3 clusters Score -2.05342e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -20534222.000000 Penalty: 5965.572754
	Iteration 20F: 3 clusters Score -2.053422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -20534212.000000 Penalty: 5965.572754
	Iteration 21Q: 3 clusters Score -2.053421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 166609 members 
Entering Unmasked Estep 
Score: -20534244.000000 Penalty: 5965.572754
	Iteration 22Q: 3 clusters Score -2.053424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -20534260.000000 Penalty: 5965.572754
	Iteration 23Q: 3 clusters Score -2.053426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 166620 members 
Entering Unmasked Estep 
Score: -20534250.000000 Penalty: 5965.572754
	Iteration 24Q: 3 clusters Score -2.053425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 166622 members 
Entering Unmasked Estep 
Score: -20534254.000000 Penalty: 5965.572754
	Iteration 25Q: 3 clusters Score -2.053425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -20534256.000000 Penalty: 5965.572754
	Iteration 26Q: 3 clusters Score -2.053426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 166627 members 
Entering Unmasked Estep 
Score: -20534260.000000 Penalty: 5965.572754
	Iteration 27Q: 3 clusters Score -2.053426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -20534246.000000 Penalty: 5965.572754
	Iteration 28Q: 3 clusters Score -2.053425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -20534258.000000 Penalty: 5965.572754
	Iteration 29Q: 3 clusters Score -2.053426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 166631 members 
Entering Unmasked Estep 
Score: -20534244.000000 Penalty: 5965.572754
	Iteration 30Q: 3 clusters Score -2.053424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -20534248.000000 Penalty: 5965.572754
	Iteration 31Q: 3 clusters Score -2.053425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 166633 members 
Entering Unmasked Estep 
Score: -20534262.000000 Penalty: 5965.572754
	Iteration 32Q: 3 clusters Score -2.053426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -20534258.000000 Penalty: 5965.572754
	Iteration 33Q: 3 clusters Score -2.053426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -20534258.000000 Penalty: 5965.572754
	Iteration 34Q: 3 clusters Score -2.053426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 166636 members 
Entering Unmasked Estep 
Score: -20534260.000000 Penalty: 5965.572754
	Iteration 35Q: 3 clusters Score -2.053426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -20534260.000000 Penalty: 5965.572754
	Iteration 36Q: 3 clusters Score -2.053426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -20534274.000000 Penalty: 5965.572754
	Iteration 37Q: 3 clusters Score -2.053427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 166642 members 
Entering Unmasked Estep 
Score: -20534292.000000 Penalty: 5965.572754
	Iteration 38Q: 3 clusters Score -2.053429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -20534294.000000 Penalty: 5965.572754
	Iteration 39Q: 3 clusters Score -2.053429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -20534292.000000 Penalty: 5965.572754
	Iteration 40F: 3 clusters Score -2.053429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -20534294.000000 Penalty: 5965.572754
	Iteration 41Q: 3 clusters Score -2.053429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 166643 members 
Entering Unmasked Estep 
Score: -20534280.000000 Penalty: 5965.572754
	Iteration 42Q: 3 clusters Score -2.053428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -20534280.000000 Penalty: 5965.572754
	Iteration 43Q: 3 clusters Score -2.053428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -20534280.000000 Penalty: 5965.572754
	Iteration 44F: 3 clusters Score -2.053428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Entering Unmasked Estep 
Score: -1457778.500000 Penalty: 2329.627930
	Iteration 0F: 2 clusters Score -1457778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1448899.250000 Penalty: 4659.255859
	Iteration 0F: 3 clusters Score -1448899 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1451560.500000 Penalty: 4659.255859
	Iteration 1F: 3 clusters Score -1451560 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1451880.125000 Penalty: 4659.255859
	Iteration 2F: 3 clusters Score -1451880 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1452097.250000 Penalty: 4659.255859
	Iteration 3Q: 3 clusters Score -1452097 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1452273.625000 Penalty: 4659.255859
	Iteration 4Q: 3 clusters Score -1452274 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1452439.875000 Penalty: 4659.255859
	Iteration 5Q: 3 clusters Score -1452440 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1452602.000000 Penalty: 4659.255859
	Iteration 6Q: 3 clusters Score -1452602 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1452785.750000 Penalty: 4659.255859
	Iteration 7Q: 3 clusters Score -1452786 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1453026.500000 Penalty: 4659.255859
	Iteration 8Q: 3 clusters Score -1453026 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1453292.875000 Penalty: 4659.255859
	Iteration 9Q: 3 clusters Score -1453293 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1453634.500000 Penalty: 4659.255859
	Iteration 10Q: 3 clusters Score -1453634 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1454045.750000 Penalty: 4659.255859
	Iteration 11Q: 3 clusters Score -1454046 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1454506.125000 Penalty: 4659.255859
	Iteration 12F: 3 clusters Score -1454506 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1455022.625000 Penalty: 4659.255859
	Iteration 13F: 3 clusters Score -1455023 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1455556.000000 Penalty: 4659.255859
	Iteration 14Q: 3 clusters Score -1455556 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1455942.250000 Penalty: 4659.255859
	Iteration 15Q: 3 clusters Score -1455942 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1456177.875000 Penalty: 4659.255859
	Iteration 16Q: 3 clusters Score -1456178 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1456314.625000 Penalty: 4659.255859
	Iteration 17Q: 3 clusters Score -1456315 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1456392.250000 Penalty: 4659.255859
	Iteration 18Q: 3 clusters Score -1456392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1456443.875000 Penalty: 4659.255859
	Iteration 19Q: 3 clusters Score -1456444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1456482.250000 Penalty: 4659.255859
	Iteration 20F: 3 clusters Score -1456482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1456507.125000 Penalty: 4659.255859
	Iteration 21Q: 3 clusters Score -1456507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1456519.625000 Penalty: 4659.255859
	Iteration 22Q: 3 clusters Score -1456520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1456529.125000 Penalty: 4659.255859
	Iteration 23Q: 3 clusters Score -1456529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1456531.125000 Penalty: 4659.255859
	Iteration 24Q: 3 clusters Score -1456531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1456531.625000 Penalty: 4659.255859
	Iteration 25Q: 3 clusters Score -1456532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1456533.500000 Penalty: 4659.255859
	Iteration 26Q: 3 clusters Score -1456534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1456537.750000 Penalty: 4659.255859
	Iteration 27Q: 3 clusters Score -1456538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1456538.875000 Penalty: 4659.255859
	Iteration 28Q: 3 clusters Score -1456539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1456540.250000 Penalty: 4659.255859
	Iteration 29Q: 3 clusters Score -1456540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1456540.125000 Penalty: 4659.255859
	Iteration 30Q: 3 clusters Score -1456540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1456538.375000 Penalty: 4659.255859
	Iteration 31Q: 3 clusters Score -1456538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1456538.375000 Penalty: 4659.255859
	Iteration 32F: 3 clusters Score -1456538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Entering Unmasked Estep 
Score: -1646316.375000 Penalty: 2374.664795
	Iteration 0F: 2 clusters Score -1646316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1635874.125000 Penalty: 4749.329590
	Iteration 0F: 3 clusters Score -1635874 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1639553.625000 Penalty: 4749.329590
	Iteration 1F: 3 clusters Score -1639554 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1640257.875000 Penalty: 4749.329590
	Iteration 2F: 3 clusters Score -1640258 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1640867.125000 Penalty: 4749.329590
	Iteration 3F: 3 clusters Score -1640867 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1641269.750000 Penalty: 4749.329590
	Iteration 4F: 3 clusters Score -1641270 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1641642.375000 Penalty: 4749.329590
	Iteration 5Q: 3 clusters Score -1641642 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1641985.250000 Penalty: 4749.329590
	Iteration 6Q: 3 clusters Score -1641985 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1642290.750000 Penalty: 4749.329590
	Iteration 7Q: 3 clusters Score -1642291 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1642553.750000 Penalty: 4749.329590
	Iteration 8Q: 3 clusters Score -1642554 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1642790.500000 Penalty: 4749.329590
	Iteration 9Q: 3 clusters Score -1642790 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1642986.625000 Penalty: 4749.329590
	Iteration 10Q: 3 clusters Score -1642987 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1643162.750000 Penalty: 4749.329590
	Iteration 11Q: 3 clusters Score -1643163 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1643322.750000 Penalty: 4749.329590
	Iteration 12Q: 3 clusters Score -1643323 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1643460.375000 Penalty: 4749.329590
	Iteration 13Q: 3 clusters Score -1643460 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1643590.625000 Penalty: 4749.329590
	Iteration 14Q: 3 clusters Score -1643591 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1643714.250000 Penalty: 4749.329590
	Iteration 15Q: 3 clusters Score -1643714 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1643823.750000 Penalty: 4749.329590
	Iteration 16Q: 3 clusters Score -1643824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1643944.000000 Penalty: 4749.329590
	Iteration 17Q: 3 clusters Score -1643944 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1644077.750000 Penalty: 4749.329590
	Iteration 18Q: 3 clusters Score -1644078 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1644205.250000 Penalty: 4749.329590
	Iteration 19Q: 3 clusters Score -1644205 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1644325.000000 Penalty: 4749.329590
	Iteration 20F: 3 clusters Score -1644325 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1644426.250000 Penalty: 4749.329590
	Iteration 21Q: 3 clusters Score -1644426 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1644505.000000 Penalty: 4749.329590
	Iteration 22Q: 3 clusters Score -1644505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1644571.000000 Penalty: 4749.329590
	Iteration 23Q: 3 clusters Score -1644571 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1644622.625000 Penalty: 4749.329590
	Iteration 24Q: 3 clusters Score -1644623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1644666.625000 Penalty: 4749.329590
	Iteration 25Q: 3 clusters Score -1644667 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1644700.875000 Penalty: 4749.329590
	Iteration 26Q: 3 clusters Score -1644701 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1644733.500000 Penalty: 4749.329590
	Iteration 27Q: 3 clusters Score -1644734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1644752.500000 Penalty: 4749.329590
	Iteration 28Q: 3 clusters Score -1644752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1644780.250000 Penalty: 4749.329590
	Iteration 29Q: 3 clusters Score -1644780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1644796.875000 Penalty: 4749.329590
	Iteration 30Q: 3 clusters Score -1644797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1644812.000000 Penalty: 4749.329590
	Iteration 31Q: 3 clusters Score -1644812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1644818.750000 Penalty: 4749.329590
	Iteration 32Q: 3 clusters Score -1644819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1644828.750000 Penalty: 4749.329590
	Iteration 33Q: 3 clusters Score -1644829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1644837.500000 Penalty: 4749.329590
	Iteration 34Q: 3 clusters Score -1644838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1644836.000000 Penalty: 4749.329590
	Iteration 35Q: 3 clusters Score -1644836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1644846.375000 Penalty: 4749.329590
	Iteration 36Q: 3 clusters Score -1644846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1644848.875000 Penalty: 4749.329590
	Iteration 37Q: 3 clusters Score -1644849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1644849.875000 Penalty: 4749.329590
	Iteration 38Q: 3 clusters Score -1644850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1644851.000000 Penalty: 4749.329590
	Iteration 39Q: 3 clusters Score -1644851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1644854.250000 Penalty: 4749.329590
	Iteration 40F: 3 clusters Score -1644854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1644860.500000 Penalty: 4749.329590
	Iteration 41Q: 3 clusters Score -1644860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1644862.750000 Penalty: 4749.329590
	Iteration 42Q: 3 clusters Score -1644863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1644865.375000 Penalty: 4749.329590
	Iteration 43Q: 3 clusters Score -1644865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1644872.875000 Penalty: 4749.329590
	Iteration 44Q: 3 clusters Score -1644873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1644872.250000 Penalty: 4749.329590
	Iteration 45Q: 3 clusters Score -1644872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1644871.000000 Penalty: 4749.329590
	Iteration 46Q: 3 clusters Score -1644871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1644874.875000 Penalty: 4749.329590
	Iteration 47Q: 3 clusters Score -1644875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1644877.125000 Penalty: 4749.329590
	Iteration 48Q: 3 clusters Score -1644877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1644877.125000 Penalty: 4749.329590
	Iteration 49Q: 3 clusters Score -1644877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1644877.125000 Penalty: 4749.329590
	Iteration 50Q: 3 clusters Score -1644877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1644875.875000 Penalty: 4749.329590
	Iteration 51Q: 3 clusters Score -1644876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1644875.750000 Penalty: 4749.329590
	Iteration 52Q: 3 clusters Score -1644876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1644878.625000 Penalty: 4749.329590
	Iteration 53Q: 3 clusters Score -1644879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1644879.875000 Penalty: 4749.329590
	Iteration 54Q: 3 clusters Score -1644880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1644877.250000 Penalty: 4749.329590
	Iteration 55Q: 3 clusters Score -1644877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1644876.125000 Penalty: 4749.329590
	Iteration 56Q: 3 clusters Score -1644876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1644875.750000 Penalty: 4749.329590
	Iteration 57Q: 3 clusters Score -1644876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1644879.375000 Penalty: 4749.329590
	Iteration 58Q: 3 clusters Score -1644879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1644876.000000 Penalty: 4749.329590
	Iteration 59Q: 3 clusters Score -1644876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1644875.375000 Penalty: 4749.329590
	Iteration 60F: 3 clusters Score -1644875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1644877.875000 Penalty: 4749.329590
	Iteration 61Q: 3 clusters Score -1644878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1644879.750000 Penalty: 4749.329590
	Iteration 62Q: 3 clusters Score -1644880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1644880.875000 Penalty: 4749.329590
	Iteration 63Q: 3 clusters Score -1644881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1644880.875000 Penalty: 4749.329590
	Iteration 64F: 3 clusters Score -1644881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (164282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Entering Unmasked Estep 
Score: -20324076.000000 Penalty: 2978.316162
	Iteration 0F: 2 clusters Score -2.032408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -20215638.000000 Penalty: 5956.632324
	Iteration 0F: 3 clusters Score -2.021564e+07 nChanged 78668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -20261380.000000 Penalty: 5956.632324
	Iteration 1F: 3 clusters Score -2.026138e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -20262414.000000 Penalty: 5956.632324
	Iteration 2Q: 3 clusters Score -2.026241e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -20263858.000000 Penalty: 5956.632324
	Iteration 3Q: 3 clusters Score -2.026386e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 77770 members 
Entering Unmasked Estep 
Score: -20265970.000000 Penalty: 5956.632324
	Iteration 4Q: 3 clusters Score -2.026597e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -20269086.000000 Penalty: 5956.632324
	Iteration 5Q: 3 clusters Score -2.026909e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -20273710.000000 Penalty: 5956.632324
	Iteration 6F: 3 clusters Score -2.027371e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -20280564.000000 Penalty: 5956.632324
	Iteration 7F: 3 clusters Score -2.028056e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104398 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -20289754.000000 Penalty: 5956.632324
	Iteration 8F: 3 clusters Score -2.028975e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -20299294.000000 Penalty: 5956.632324
	Iteration 9F: 3 clusters Score -2.029929e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -20305984.000000 Penalty: 5956.632324
	Iteration 10F: 3 clusters Score -2.030598e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118355 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -20308932.000000 Penalty: 5956.632324
	Iteration 11Q: 3 clusters Score -2.030893e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -20310290.000000 Penalty: 5956.632324
	Iteration 12Q: 3 clusters Score -2.031029e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123318 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -20311216.000000 Penalty: 5956.632324
	Iteration 13Q: 3 clusters Score -2.031122e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125589 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -20312212.000000 Penalty: 5956.632324
	Iteration 14Q: 3 clusters Score -2.031221e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -20312918.000000 Penalty: 5956.632324
	Iteration 15Q: 3 clusters Score -2.031292e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129987 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -20313704.000000 Penalty: 5956.632324
	Iteration 16Q: 3 clusters Score -2.03137e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132143 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -20314470.000000 Penalty: 5956.632324
	Iteration 17Q: 3 clusters Score -2.031447e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134141 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -20315024.000000 Penalty: 5956.632324
	Iteration 18Q: 3 clusters Score -2.031502e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -20315600.000000 Penalty: 5956.632324
	Iteration 19Q: 3 clusters Score -2.03156e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137979 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -20316172.000000 Penalty: 5956.632324
	Iteration 20F: 3 clusters Score -2.031617e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139806 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -20316774.000000 Penalty: 5956.632324
	Iteration 21Q: 3 clusters Score -2.031677e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141486 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -20317150.000000 Penalty: 5956.632324
	Iteration 22Q: 3 clusters Score -2.031715e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -20317590.000000 Penalty: 5956.632324
	Iteration 23Q: 3 clusters Score -2.031759e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -20318054.000000 Penalty: 5956.632324
	Iteration 24Q: 3 clusters Score -2.031805e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146191 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -20318456.000000 Penalty: 5956.632324
	Iteration 25Q: 3 clusters Score -2.031846e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -20318952.000000 Penalty: 5956.632324
	Iteration 26Q: 3 clusters Score -2.031895e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -20319390.000000 Penalty: 5956.632324
	Iteration 27Q: 3 clusters Score -2.031939e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -20319762.000000 Penalty: 5956.632324
	Iteration 28Q: 3 clusters Score -2.031976e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151436 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -20320074.000000 Penalty: 5956.632324
	Iteration 29Q: 3 clusters Score -2.032007e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -20320412.000000 Penalty: 5956.632324
	Iteration 30Q: 3 clusters Score -2.032041e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153617 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -20320572.000000 Penalty: 5956.632324
	Iteration 31Q: 3 clusters Score -2.032057e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154608 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -20320878.000000 Penalty: 5956.632324
	Iteration 32Q: 3 clusters Score -2.032088e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -20321152.000000 Penalty: 5956.632324
	Iteration 33Q: 3 clusters Score -2.032115e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -20321512.000000 Penalty: 5956.632324
	Iteration 34Q: 3 clusters Score -2.032151e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -20321690.000000 Penalty: 5956.632324
	Iteration 35Q: 3 clusters Score -2.032169e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -20321970.000000 Penalty: 5956.632324
	Iteration 36Q: 3 clusters Score -2.032197e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158352 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -20322122.000000 Penalty: 5956.632324
	Iteration 37Q: 3 clusters Score -2.032212e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -20322270.000000 Penalty: 5956.632324
	Iteration 38Q: 3 clusters Score -2.032227e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -20322414.000000 Penalty: 5956.632324
	Iteration 39Q: 3 clusters Score -2.032241e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159660 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -20322454.000000 Penalty: 5956.632324
	Iteration 40F: 3 clusters Score -2.032245e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -20322554.000000 Penalty: 5956.632324
	Iteration 41Q: 3 clusters Score -2.032255e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160226 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -20322616.000000 Penalty: 5956.632324
	Iteration 42Q: 3 clusters Score -2.032262e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160445 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -20322696.000000 Penalty: 5956.632324
	Iteration 43Q: 3 clusters Score -2.03227e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160626 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -20322750.000000 Penalty: 5956.632324
	Iteration 44Q: 3 clusters Score -2.032275e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160783 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -20322708.000000 Penalty: 5956.632324
	Iteration 45Q: 3 clusters Score -2.032271e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160893 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -20322758.000000 Penalty: 5956.632324
	Iteration 46Q: 3 clusters Score -2.032276e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160986 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20322816.000000 Penalty: 5956.632324
	Iteration 47Q: 3 clusters Score -2.032282e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -20322796.000000 Penalty: 5956.632324
	Iteration 48Q: 3 clusters Score -2.03228e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161136 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -20322852.000000 Penalty: 5956.632324
	Iteration 49Q: 3 clusters Score -2.032285e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20322854.000000 Penalty: 5956.632324
	Iteration 50Q: 3 clusters Score -2.032285e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161242 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -20322838.000000 Penalty: 5956.632324
	Iteration 51Q: 3 clusters Score -2.032284e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161280 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -20322848.000000 Penalty: 5956.632324
	Iteration 52Q: 3 clusters Score -2.032285e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -20322834.000000 Penalty: 5956.632324
	Iteration 53Q: 3 clusters Score -2.032283e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -20322840.000000 Penalty: 5956.632324
	Iteration 54Q: 3 clusters Score -2.032284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -20322844.000000 Penalty: 5956.632324
	Iteration 55Q: 3 clusters Score -2.032284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -20322890.000000 Penalty: 5956.632324
	Iteration 56Q: 3 clusters Score -2.032289e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -20322898.000000 Penalty: 5956.632324
	Iteration 57Q: 3 clusters Score -2.03229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -20322924.000000 Penalty: 5956.632324
	Iteration 58Q: 3 clusters Score -2.032292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161470 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -20322902.000000 Penalty: 5956.632324
	Iteration 59Q: 3 clusters Score -2.03229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161484 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -20322906.000000 Penalty: 5956.632324
	Iteration 60F: 3 clusters Score -2.032291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -20322902.000000 Penalty: 5956.632324
	Iteration 61Q: 3 clusters Score -2.03229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -20322908.000000 Penalty: 5956.632324
	Iteration 62Q: 3 clusters Score -2.032291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20322910.000000 Penalty: 5956.632324
	Iteration 63Q: 3 clusters Score -2.032291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161520 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -20322904.000000 Penalty: 5956.632324
	Iteration 64Q: 3 clusters Score -2.03229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161526 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20322908.000000 Penalty: 5956.632324
	Iteration 65Q: 3 clusters Score -2.032291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -20322904.000000 Penalty: 5956.632324
	Iteration 66Q: 3 clusters Score -2.03229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -20322924.000000 Penalty: 5956.632324
	Iteration 67Q: 3 clusters Score -2.032292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161549 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -20322916.000000 Penalty: 5956.632324
	Iteration 68Q: 3 clusters Score -2.032292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20322920.000000 Penalty: 5956.632324
	Iteration 69Q: 3 clusters Score -2.032292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161568 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -20322914.000000 Penalty: 5956.632324
	Iteration 70Q: 3 clusters Score -2.032291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20322922.000000 Penalty: 5956.632324
	Iteration 71Q: 3 clusters Score -2.032292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161593 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -20322904.000000 Penalty: 5956.632324
	Iteration 72Q: 3 clusters Score -2.03229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20322920.000000 Penalty: 5956.632324
	Iteration 73Q: 3 clusters Score -2.032292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161605 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20322926.000000 Penalty: 5956.632324
	Iteration 74Q: 3 clusters Score -2.032293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161604 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -20322934.000000 Penalty: 5956.632324
	Iteration 75Q: 3 clusters Score -2.032293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -20322924.000000 Penalty: 5956.632324
	Iteration 76Q: 3 clusters Score -2.032292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -20322908.000000 Penalty: 5956.632324
	Iteration 77Q: 3 clusters Score -2.032291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161616 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -20322912.000000 Penalty: 5956.632324
	Iteration 78Q: 3 clusters Score -2.032291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -20322914.000000 Penalty: 5956.632324
	Iteration 79Q: 3 clusters Score -2.032291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20322918.000000 Penalty: 5956.632324
	Iteration 80F: 3 clusters Score -2.032292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161623 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20322904.000000 Penalty: 5956.632324
	Iteration 81Q: 3 clusters Score -2.03229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161623 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20322904.000000 Penalty: 5956.632324
	Iteration 82F: 3 clusters Score -2.03229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -332779.875000 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -332779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329695.906250 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -329695.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -330335.906250 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -330335.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -330480.500000 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -330480.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -330563.656250 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -330563.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -330621.343750 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -330621.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330669.656250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -330669.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330705.343750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -330705.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330738.375000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -330738.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330765.968750 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -330766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -330791.312500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -330791.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330810.250000 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -330810.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -330826.031250 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -330826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330834.281250 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -330834.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -330838.125000 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -330838.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -330842.343750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -330842.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -330844.343750 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -330844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -330848.250000 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -330848.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330852.843750 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -330852.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -330859.625000 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -330859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330865.000000 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -330865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -330866.968750 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -330867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -330866.875000 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -330866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -330867.593750 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -330867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -330868.875000 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -330868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -330869.062500 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -330869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -330869.062500 Penalty: 3919.817139
	Iteration 25F: 3 clusters Score -330869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 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 338 members 
Entering Unmasked Estep 
Score: -72819.429688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72819.43 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73054.679688 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73054.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73113.718750 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73113.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73128.382812 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73128.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73131.343750 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73131.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73133.476562 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73133.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73138.273438 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73138.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73139.304688 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73139.304688 Penalty: 3219.398926
	Iteration 8F: 3 clusters Score -73139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 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 353 members 
Entering Unmasked Estep 
Score: -74347.367188 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74347.37 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74564.203125 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74564.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74621.671875 Penalty: 3252.162109
	Iteration 2Q: 3 clusters Score -74621.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74651.070312 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74651.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74670.960938 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74670.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74677.953125 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74677.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74682.062500 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74682.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74686.265625 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74686.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74688.765625 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74688.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -74688.765625 Penalty: 3252.162109
	Iteration 9F: 3 clusters Score -74688.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 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 351 members 
Entering Unmasked Estep 
Score: -75981.585938 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75981.59 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76232.781250 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76232.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76337.101562 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76337.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76384.789062 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76384.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76413.382812 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76413.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76437.164062 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76437.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76460.890625 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76460.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76493.796875 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76505.820312 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76505.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76527.507812 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76527.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76549.015625 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -76549.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76554.054688 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -76554.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76557.679688 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -76557.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76560.000000 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -76560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76561.226562 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -76561.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76561.226562 Penalty: 3250.043945
	Iteration 15F: 3 clusters Score -76561.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228235 members 
Mstep: Class 4 contains 167769 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 7 contains 103763 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94089 members 
Mstep: Class 10 contains 106267 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 161996 members 
Mstep: Class 15 contains 187388 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 58369 members 
Mstep: Class 18 contains 167270 members 
Mstep: Class 19 contains 12012 members 
Mstep: Class 20 contains 14404 members 
Mstep: Class 21 contains 164282 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740016.000000 Penalty: 88616.031250
Iteration 399Q: 26 clusters Score -1.9474e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228253 members 
Mstep: Class 4 contains 167761 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 103765 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94092 members 
Mstep: Class 10 contains 106273 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 6657 members 
Mstep: Class 14 contains 161990 members 
Mstep: Class 15 contains 187381 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 58367 members 
Mstep: Class 18 contains 167272 members 
Mstep: Class 19 contains 12014 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 164285 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 400F: 26 clusters Score -1.9474e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228254 members 
Mstep: Class 4 contains 167756 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94091 members 
Mstep: Class 10 contains 106279 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 6659 members 
Mstep: Class 14 contains 161989 members 
Mstep: Class 15 contains 187375 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 58364 members 
Mstep: Class 18 contains 167277 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 164286 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 401Q: 26 clusters Score -1.9474e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228259 members 
Mstep: Class 4 contains 167755 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23119 members 
Mstep: Class 7 contains 103764 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94091 members 
Mstep: Class 10 contains 106283 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 161982 members 
Mstep: Class 15 contains 187372 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 58361 members 
Mstep: Class 18 contains 167288 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 164290 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 402Q: 26 clusters Score -1.9474e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228265 members 
Mstep: Class 4 contains 167754 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 103766 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94099 members 
Mstep: Class 10 contains 106288 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 161978 members 
Mstep: Class 15 contains 187359 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 58360 members 
Mstep: Class 18 contains 167290 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14400 members 
Mstep: Class 21 contains 164293 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 403Q: 26 clusters Score -1.9474e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228258 members 
Mstep: Class 4 contains 167751 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94103 members 
Mstep: Class 10 contains 106291 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 6665 members 
Mstep: Class 14 contains 161973 members 
Mstep: Class 15 contains 187362 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 58361 members 
Mstep: Class 18 contains 167291 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14399 members 
Mstep: Class 21 contains 164295 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 88616.031250
Iteration 404Q: 26 clusters Score -1.947402e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228264 members 
Mstep: Class 4 contains 167745 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23118 members 
Mstep: Class 7 contains 103766 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94105 members 
Mstep: Class 10 contains 106295 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3134 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 161970 members 
Mstep: Class 15 contains 187364 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 58363 members 
Mstep: Class 18 contains 167289 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14399 members 
Mstep: Class 21 contains 164297 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 88616.031250
Iteration 405Q: 26 clusters Score -1.947401e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90524 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228263 members 
Mstep: Class 4 contains 167746 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94105 members 
Mstep: Class 10 contains 106296 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 161969 members 
Mstep: Class 15 contains 187363 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 58363 members 
Mstep: Class 18 contains 167287 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 164302 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740016.000000 Penalty: 88616.031250
Iteration 406Q: 26 clusters Score -1.9474e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228265 members 
Mstep: Class 4 contains 167742 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 103769 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94110 members 
Mstep: Class 10 contains 106296 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161969 members 
Mstep: Class 15 contains 187360 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 58364 members 
Mstep: Class 18 contains 167289 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 164306 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740192.000000 Penalty: 88616.031250
Iteration 407Q: 26 clusters Score -1.947402e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228274 members 
Mstep: Class 4 contains 167739 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94117 members 
Mstep: Class 10 contains 106298 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3126 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161966 members 
Mstep: Class 15 contains 187354 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 58362 members 
Mstep: Class 18 contains 167289 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 164308 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740176.000000 Penalty: 88616.031250
Iteration 408Q: 26 clusters Score -1.947402e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228279 members 
Mstep: Class 4 contains 167741 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23122 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94121 members 
Mstep: Class 10 contains 106300 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161961 members 
Mstep: Class 15 contains 187357 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 58361 members 
Mstep: Class 18 contains 167289 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 164310 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 88616.031250
Iteration 409Q: 26 clusters Score -1.947402e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228289 members 
Mstep: Class 4 contains 167740 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94125 members 
Mstep: Class 10 contains 106302 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3121 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161957 members 
Mstep: Class 15 contains 187355 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 58360 members 
Mstep: Class 18 contains 167288 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14402 members 
Mstep: Class 21 contains 164313 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 88616.031250
Iteration 410Q: 26 clusters Score -1.947401e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228291 members 
Mstep: Class 4 contains 167735 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23125 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94127 members 
Mstep: Class 10 contains 106302 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161953 members 
Mstep: Class 15 contains 187357 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 58361 members 
Mstep: Class 18 contains 167294 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14404 members 
Mstep: Class 21 contains 164314 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 88616.031250
Iteration 411Q: 26 clusters Score -1.947401e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228292 members 
Mstep: Class 4 contains 167737 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94130 members 
Mstep: Class 10 contains 106303 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161951 members 
Mstep: Class 15 contains 187352 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 58363 members 
Mstep: Class 18 contains 167298 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14404 members 
Mstep: Class 21 contains 164316 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739888.000000 Penalty: 88616.031250
Iteration 412Q: 26 clusters Score -1.947399e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228295 members 
Mstep: Class 4 contains 167738 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23124 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 106307 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161941 members 
Mstep: Class 15 contains 187354 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 58362 members 
Mstep: Class 18 contains 167298 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14405 members 
Mstep: Class 21 contains 164321 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739920.000000 Penalty: 88616.031250
Iteration 413Q: 26 clusters Score -1.947399e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228292 members 
Mstep: Class 4 contains 167733 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23127 members 
Mstep: Class 7 contains 103769 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94133 members 
Mstep: Class 10 contains 106309 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 6673 members 
Mstep: Class 14 contains 161937 members 
Mstep: Class 15 contains 187352 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 58361 members 
Mstep: Class 18 contains 167297 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 164335 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739968.000000 Penalty: 88616.031250
Iteration 414Q: 26 clusters Score -1.9474e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228294 members 
Mstep: Class 4 contains 167724 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23128 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94133 members 
Mstep: Class 10 contains 106313 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 161934 members 
Mstep: Class 15 contains 187359 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 58359 members 
Mstep: Class 18 contains 167298 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14404 members 
Mstep: Class 21 contains 164338 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740144.000000 Penalty: 88616.031250
Iteration 415Q: 26 clusters Score -1.947401e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228297 members 
Mstep: Class 4 contains 167720 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 106313 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3106 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161927 members 
Mstep: Class 15 contains 187363 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 58358 members 
Mstep: Class 18 contains 167302 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14403 members 
Mstep: Class 21 contains 164339 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740000.000000 Penalty: 88616.031250
Iteration 416Q: 26 clusters Score -1.9474e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90521 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228299 members 
Mstep: Class 4 contains 167721 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94130 members 
Mstep: Class 10 contains 106316 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161919 members 
Mstep: Class 15 contains 187367 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 58356 members 
Mstep: Class 18 contains 167305 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14401 members 
Mstep: Class 21 contains 164344 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740048.000000 Penalty: 88616.031250
Iteration 417Q: 26 clusters Score -1.9474e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228306 members 
Mstep: Class 4 contains 167724 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 106313 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161915 members 
Mstep: Class 15 contains 187367 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 58353 members 
Mstep: Class 18 contains 167308 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14400 members 
Mstep: Class 21 contains 164342 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740176.000000 Penalty: 88616.031250
Iteration 418Q: 26 clusters Score -1.947402e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228314 members 
Mstep: Class 4 contains 167724 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23128 members 
Mstep: Class 7 contains 103767 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94133 members 
Mstep: Class 10 contains 106314 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161912 members 
Mstep: Class 15 contains 187367 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 58352 members 
Mstep: Class 18 contains 167307 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14398 members 
Mstep: Class 21 contains 164346 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740112.000000 Penalty: 88616.031250
Iteration 419Q: 26 clusters Score -1.947401e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228324 members 
Mstep: Class 4 contains 167719 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 103766 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94133 members 
Mstep: Class 10 contains 106316 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161912 members 
Mstep: Class 15 contains 187366 members 
Mstep: Class 16 contains 5582 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167309 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14395 members 
Mstep: Class 21 contains 164348 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740192.000000 Penalty: 88616.031250
Iteration 420F: 26 clusters Score -1.947402e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228328 members 
Mstep: Class 4 contains 167716 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 103766 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94131 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161910 members 
Mstep: Class 15 contains 187370 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167307 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14392 members 
Mstep: Class 21 contains 164354 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740144.000000 Penalty: 88616.031250
Iteration 421Q: 26 clusters Score -1.947401e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228327 members 
Mstep: Class 4 contains 167715 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 103768 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161908 members 
Mstep: Class 15 contains 187372 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167308 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 164354 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 88616.031250
Iteration 422Q: 26 clusters Score -1.947402e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228324 members 
Mstep: Class 4 contains 167714 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103771 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161904 members 
Mstep: Class 15 contains 187380 members 
Mstep: Class 16 contains 5574 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167310 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 164355 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740256.000000 Penalty: 88616.031250
Iteration 423Q: 26 clusters Score -1.947403e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228321 members 
Mstep: Class 4 contains 167714 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 103773 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94132 members 
Mstep: Class 10 contains 106320 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 187382 members 
Mstep: Class 16 contains 5569 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167314 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14391 members 
Mstep: Class 21 contains 164353 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740144.000000 Penalty: 88616.031250
Iteration 424Q: 26 clusters Score -1.947401e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228318 members 
Mstep: Class 4 contains 167709 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 103773 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94134 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161904 members 
Mstep: Class 15 contains 187382 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167314 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14390 members 
Mstep: Class 21 contains 164356 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740256.000000 Penalty: 88616.031250
Iteration 425Q: 26 clusters Score -1.947403e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228323 members 
Mstep: Class 4 contains 167708 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23134 members 
Mstep: Class 7 contains 103773 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94135 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187383 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167318 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14389 members 
Mstep: Class 21 contains 164355 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740160.000000 Penalty: 88616.031250
Iteration 426Q: 26 clusters Score -1.947402e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228320 members 
Mstep: Class 4 contains 167709 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23133 members 
Mstep: Class 7 contains 103775 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94135 members 
Mstep: Class 10 contains 106323 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187388 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167317 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 164357 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740112.000000 Penalty: 88616.031250
Iteration 427Q: 26 clusters Score -1.947401e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228318 members 
Mstep: Class 4 contains 167711 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103774 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94135 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187390 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167319 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 164358 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 88616.031250
Iteration 428Q: 26 clusters Score -1.947402e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228317 members 
Mstep: Class 4 contains 167710 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23129 members 
Mstep: Class 7 contains 103774 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94136 members 
Mstep: Class 10 contains 106328 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161899 members 
Mstep: Class 15 contains 187394 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167319 members 
Mstep: Class 19 contains 12016 members 
Mstep: Class 20 contains 14388 members 
Mstep: Class 21 contains 164361 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 429Q: 26 clusters Score -1.9474e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228314 members 
Mstep: Class 4 contains 167709 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23127 members 
Mstep: Class 7 contains 103775 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94138 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161899 members 
Mstep: Class 15 contains 187401 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 167321 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14389 members 
Mstep: Class 21 contains 164361 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 88616.031250
Iteration 430Q: 26 clusters Score -1.9474e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228307 members 
Mstep: Class 4 contains 167710 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23129 members 
Mstep: Class 7 contains 103776 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94141 members 
Mstep: Class 10 contains 106327 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187402 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 58352 members 
Mstep: Class 18 contains 167324 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 164359 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739856.000000 Penalty: 88616.031250
Iteration 431Q: 26 clusters Score -1.947399e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90502 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228302 members 
Mstep: Class 4 contains 167712 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23129 members 
Mstep: Class 7 contains 103777 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94140 members 
Mstep: Class 10 contains 106328 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 187403 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58352 members 
Mstep: Class 18 contains 167326 members 
Mstep: Class 19 contains 12020 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164362 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 432Q: 26 clusters Score -1.947398e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228305 members 
Mstep: Class 4 contains 167709 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 103774 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94139 members 
Mstep: Class 10 contains 106332 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 187400 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167330 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164364 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 433Q: 26 clusters Score -1.947398e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90501 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228304 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103776 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94138 members 
Mstep: Class 10 contains 106331 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 187401 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167330 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164366 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 88616.031250
Iteration 434Q: 26 clusters Score -1.947398e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228306 members 
Mstep: Class 4 contains 167706 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103777 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94138 members 
Mstep: Class 10 contains 106328 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161904 members 
Mstep: Class 15 contains 187403 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58349 members 
Mstep: Class 18 contains 167330 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164367 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 88616.031250
Iteration 435Q: 26 clusters Score -1.947398e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228306 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103778 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94137 members 
Mstep: Class 10 contains 106328 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161905 members 
Mstep: Class 15 contains 187404 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167332 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164368 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739696.000000 Penalty: 88616.031250
Iteration 436Q: 26 clusters Score -1.947397e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228306 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94136 members 
Mstep: Class 10 contains 106327 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161904 members 
Mstep: Class 15 contains 187404 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167335 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164368 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739776.000000 Penalty: 88616.031250
Iteration 437Q: 26 clusters Score -1.947398e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228311 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103778 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94139 members 
Mstep: Class 10 contains 106327 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 187398 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 167337 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164368 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 438Q: 26 clusters Score -1.947398e+08 nChanged 19
Entering ConstructFrom: 
Score: -194739808.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Entering Unmasked Estep 
Score: -11238814.000000 Penalty: 2830.436279
	Iteration 0F: 2 clusters Score -1.123881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -11178000.000000 Penalty: 5660.872559
	Iteration 0F: 3 clusters Score -1.1178e+07 nChanged 42791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -11202840.000000 Penalty: 5660.872559
	Iteration 1F: 3 clusters Score -1.120284e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -11203795.000000 Penalty: 5660.872559
	Iteration 2Q: 3 clusters Score -1.12038e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -11205131.000000 Penalty: 5660.872559
	Iteration 3Q: 3 clusters Score -1.120513e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -11206754.000000 Penalty: 5660.872559
	Iteration 4Q: 3 clusters Score -1.120675e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -11208771.000000 Penalty: 5660.872559
	Iteration 5Q: 3 clusters Score -1.120877e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -11211718.000000 Penalty: 5660.872559
	Iteration 6F: 3 clusters Score -1.121172e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -11215366.000000 Penalty: 5660.872559
	Iteration 7F: 3 clusters Score -1.121537e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -11219732.000000 Penalty: 5660.872559
	Iteration 8F: 3 clusters Score -1.121973e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -11223886.000000 Penalty: 5660.872559
	Iteration 9F: 3 clusters Score -1.122389e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -11227254.000000 Penalty: 5660.872559
	Iteration 10Q: 3 clusters Score -1.122725e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -11229792.000000 Penalty: 5660.872559
	Iteration 11Q: 3 clusters Score -1.122979e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -11231654.000000 Penalty: 5660.872559
	Iteration 12Q: 3 clusters Score -1.123165e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -11232971.000000 Penalty: 5660.872559
	Iteration 13Q: 3 clusters Score -1.123297e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -11233851.000000 Penalty: 5660.872559
	Iteration 14Q: 3 clusters Score -1.123385e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -11234484.000000 Penalty: 5660.872559
	Iteration 15Q: 3 clusters Score -1.123448e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -11235008.000000 Penalty: 5660.872559
	Iteration 16Q: 3 clusters Score -1.123501e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -11235339.000000 Penalty: 5660.872559
	Iteration 17Q: 3 clusters Score -1.123534e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -11235609.000000 Penalty: 5660.872559
	Iteration 18Q: 3 clusters Score -1.123561e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -11235846.000000 Penalty: 5660.872559
	Iteration 19Q: 3 clusters Score -1.123585e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -11236002.000000 Penalty: 5660.872559
	Iteration 20F: 3 clusters Score -1.1236e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -11236107.000000 Penalty: 5660.872559
	Iteration 21Q: 3 clusters Score -1.123611e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -11236256.000000 Penalty: 5660.872559
	Iteration 22Q: 3 clusters Score -1.123626e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11236365.000000 Penalty: 5660.872559
	Iteration 23Q: 3 clusters Score -1.123636e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -11236457.000000 Penalty: 5660.872559
	Iteration 24Q: 3 clusters Score -1.123646e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -11236503.000000 Penalty: 5660.872559
	Iteration 25Q: 3 clusters Score -1.12365e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -11236583.000000 Penalty: 5660.872559
	Iteration 26Q: 3 clusters Score -1.123658e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11236638.000000 Penalty: 5660.872559
	Iteration 27Q: 3 clusters Score -1.123664e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -11236728.000000 Penalty: 5660.872559
	Iteration 28Q: 3 clusters Score -1.123673e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -11236765.000000 Penalty: 5660.872559
	Iteration 29Q: 3 clusters Score -1.123676e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -11236789.000000 Penalty: 5660.872559
	Iteration 30Q: 3 clusters Score -1.123679e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -11236826.000000 Penalty: 5660.872559
	Iteration 31Q: 3 clusters Score -1.123683e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -11236848.000000 Penalty: 5660.872559
	Iteration 32Q: 3 clusters Score -1.123685e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -11236866.000000 Penalty: 5660.872559
	Iteration 33Q: 3 clusters Score -1.123687e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -11236892.000000 Penalty: 5660.872559
	Iteration 34Q: 3 clusters Score -1.123689e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -11236907.000000 Penalty: 5660.872559
	Iteration 35Q: 3 clusters Score -1.123691e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -11236935.000000 Penalty: 5660.872559
	Iteration 36Q: 3 clusters Score -1.123694e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -11236953.000000 Penalty: 5660.872559
	Iteration 37Q: 3 clusters Score -1.123695e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -11236972.000000 Penalty: 5660.872559
	Iteration 38Q: 3 clusters Score -1.123697e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -11236986.000000 Penalty: 5660.872559
	Iteration 39Q: 3 clusters Score -1.123699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -11236996.000000 Penalty: 5660.872559
	Iteration 40F: 3 clusters Score -1.1237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -11236989.000000 Penalty: 5660.872559
	Iteration 41Q: 3 clusters Score -1.123699e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -11236973.000000 Penalty: 5660.872559
	Iteration 42Q: 3 clusters Score -1.123697e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -11236985.000000 Penalty: 5660.872559
	Iteration 43Q: 3 clusters Score -1.123698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11236993.000000 Penalty: 5660.872559
	Iteration 44Q: 3 clusters Score -1.123699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -11236997.000000 Penalty: 5660.872559
	Iteration 45Q: 3 clusters Score -1.1237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11236996.000000 Penalty: 5660.872559
	Iteration 46Q: 3 clusters Score -1.1237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11236997.000000 Penalty: 5660.872559
	Iteration 47Q: 3 clusters Score -1.1237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -11237017.000000 Penalty: 5660.872559
	Iteration 48Q: 3 clusters Score -1.123702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11237020.000000 Penalty: 5660.872559
	Iteration 49Q: 3 clusters Score -1.123702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -11237038.000000 Penalty: 5660.872559
	Iteration 50Q: 3 clusters Score -1.123704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -11237042.000000 Penalty: 5660.872559
	Iteration 51Q: 3 clusters Score -1.123704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -11237032.000000 Penalty: 5660.872559
	Iteration 52Q: 3 clusters Score -1.123703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11237049.000000 Penalty: 5660.872559
	Iteration 53Q: 3 clusters Score -1.123705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11237049.000000 Penalty: 5660.872559
	Iteration 54Q: 3 clusters Score -1.123705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -11237047.000000 Penalty: 5660.872559
	Iteration 55Q: 3 clusters Score -1.123705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -11237043.000000 Penalty: 5660.872559
	Iteration 56Q: 3 clusters Score -1.123704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11237045.000000 Penalty: 5660.872559
	Iteration 57Q: 3 clusters Score -1.123704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -11237056.000000 Penalty: 5660.872559
	Iteration 58Q: 3 clusters Score -1.123706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11237053.000000 Penalty: 5660.872559
	Iteration 59Q: 3 clusters Score -1.123705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -11237050.000000 Penalty: 5660.872559
	Iteration 60F: 3 clusters Score -1.123705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11237048.000000 Penalty: 5660.872559
	Iteration 61Q: 3 clusters Score -1.123705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11237063.000000 Penalty: 5660.872559
	Iteration 62Q: 3 clusters Score -1.123706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11237026.000000 Penalty: 5660.872559
	Iteration 63Q: 3 clusters Score -1.123703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11237039.000000 Penalty: 5660.872559
	Iteration 64Q: 3 clusters Score -1.123704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11237039.000000 Penalty: 5660.872559
	Iteration 65Q: 3 clusters Score -1.123704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11237033.000000 Penalty: 5660.872559
	Iteration 66Q: 3 clusters Score -1.123703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11237044.000000 Penalty: 5660.872559
	Iteration 67Q: 3 clusters Score -1.123704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11237044.000000 Penalty: 5660.872559
	Iteration 68F: 3 clusters Score -1.123704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -110654.625000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -110654.6 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 558 members 
Entering Unmasked Estep 
Score: -108727.187500 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -108727.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109160.593750 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -109160.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109302.148438 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -109302.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109402.710938 Penalty: 3459.341553
	Iteration 3Q: 3 clusters Score -109402.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -109473.132812 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -109473.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -109578.664062 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -109578.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109719.789062 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -109719.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109892.796875 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -109892.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110011.460938 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -110011.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110087.007812 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -110087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110149.578125 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -110149.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110246.726562 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -110246.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110378.226562 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -110378.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -110506.867188 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -110506.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110568.742188 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -110568.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110608.937500 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -110608.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110631.335938 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -110631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110644.007812 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -110644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110646.015625 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -110646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110648.726562 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -110648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110661.273438 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -110661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110674.101562 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -110674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110678.695312 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -110678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110679.195312 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -110679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110679.195312 Penalty: 3459.341553
	Iteration 24F: 3 clusters Score -110679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 228308 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94141 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187398 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167339 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164370 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 514 members 
Entering Unmasked Estep 
Score: -194738448.000000 Penalty: 92160.671875
Splitting cluster 2 changes total score from -194739808.000000 to -194738448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (228308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228308 members 
Entering Unmasked Estep 
Score: -28122824.000000 Penalty: 3059.935791
	Iteration 0F: 2 clusters Score -2.812282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 114009 members 
Entering Unmasked Estep 
Score: -27980536.000000 Penalty: 6119.871582
	Iteration 0F: 3 clusters Score -2.798054e+07 nChanged 110062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 112641 members 
Entering Unmasked Estep 
Score: -28043952.000000 Penalty: 6119.871582
	Iteration 1F: 3 clusters Score -2.804395e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116639 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -28044778.000000 Penalty: 6119.871582
	Iteration 2Q: 3 clusters Score -2.804478e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118196 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -28045382.000000 Penalty: 6119.871582
	Iteration 3Q: 3 clusters Score -2.804538e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -28046498.000000 Penalty: 6119.871582
	Iteration 4Q: 3 clusters Score -2.80465e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -28047704.000000 Penalty: 6119.871582
	Iteration 5Q: 3 clusters Score -2.80477e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130754 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -28049920.000000 Penalty: 6119.871582
	Iteration 6Q: 3 clusters Score -2.804992e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -28054152.000000 Penalty: 6119.871582
	Iteration 7Q: 3 clusters Score -2.805415e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -28061638.000000 Penalty: 6119.871582
	Iteration 8F: 3 clusters Score -2.806164e+07 nChanged 18064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -28073946.000000 Penalty: 6119.871582
	Iteration 9F: 3 clusters Score -2.807395e+07 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -28089882.000000 Penalty: 6119.871582
	Iteration 10F: 3 clusters Score -2.808988e+07 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210134 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -28104442.000000 Penalty: 6119.871582
	Iteration 11F: 3 clusters Score -2.810444e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221241 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -28113570.000000 Penalty: 6119.871582
	Iteration 12Q: 3 clusters Score -2.811357e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225867 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -28117696.000000 Penalty: 6119.871582
	Iteration 13Q: 3 clusters Score -2.81177e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227433 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -28119146.000000 Penalty: 6119.871582
	Iteration 14Q: 3 clusters Score -2.811915e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -28119538.000000 Penalty: 6119.871582
	Iteration 15Q: 3 clusters Score -2.811954e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227984 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -28119726.000000 Penalty: 6119.871582
	Iteration 16Q: 3 clusters Score -2.811973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228031 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28119822.000000 Penalty: 6119.871582
	Iteration 17Q: 3 clusters Score -2.811982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228050 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28119892.000000 Penalty: 6119.871582
	Iteration 18Q: 3 clusters Score -2.811989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228065 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -28119926.000000 Penalty: 6119.871582
	Iteration 19Q: 3 clusters Score -2.811993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228068 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -28119950.000000 Penalty: 6119.871582
	Iteration 20F: 3 clusters Score -2.811995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228076 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28119974.000000 Penalty: 6119.871582
	Iteration 21Q: 3 clusters Score -2.811997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228080 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28119996.000000 Penalty: 6119.871582
	Iteration 22Q: 3 clusters Score -2.812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228078 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28120016.000000 Penalty: 6119.871582
	Iteration 23Q: 3 clusters Score -2.812002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228077 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28120000.000000 Penalty: 6119.871582
	Iteration 24Q: 3 clusters Score -2.812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228080 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28120016.000000 Penalty: 6119.871582
	Iteration 25Q: 3 clusters Score -2.812002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228082 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28120024.000000 Penalty: 6119.871582
	Iteration 26Q: 3 clusters Score -2.812002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228082 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -28120024.000000 Penalty: 6119.871582
	Iteration 27F: 3 clusters Score -2.812002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167702 members 
Entering Unmasked Estep 
Score: -20714106.000000 Penalty: 2983.426025
	Iteration 0F: 2 clusters Score -2.071411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -20604374.000000 Penalty: 5966.852051
	Iteration 0F: 3 clusters Score -2.060437e+07 nChanged 80252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83906 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -20650824.000000 Penalty: 5966.852051
	Iteration 1F: 3 clusters Score -2.065082e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -20651796.000000 Penalty: 5966.852051
	Iteration 2Q: 3 clusters Score -2.06518e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -20652940.000000 Penalty: 5966.852051
	Iteration 3Q: 3 clusters Score -2.065294e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -20654298.000000 Penalty: 5966.852051
	Iteration 4Q: 3 clusters Score -2.06543e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -20656132.000000 Penalty: 5966.852051
	Iteration 5Q: 3 clusters Score -2.065613e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85099 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -20659034.000000 Penalty: 5966.852051
	Iteration 6Q: 3 clusters Score -2.065903e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -20662880.000000 Penalty: 5966.852051
	Iteration 7Q: 3 clusters Score -2.066288e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -20668028.000000 Penalty: 5966.852051
	Iteration 8F: 3 clusters Score -2.066803e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -20675172.000000 Penalty: 5966.852051
	Iteration 9F: 3 clusters Score -2.067517e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -20683786.000000 Penalty: 5966.852051
	Iteration 10F: 3 clusters Score -2.068379e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -20690812.000000 Penalty: 5966.852051
	Iteration 11F: 3 clusters Score -2.069081e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -20694564.000000 Penalty: 5966.852051
	Iteration 12Q: 3 clusters Score -2.069456e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -20696450.000000 Penalty: 5966.852051
	Iteration 13Q: 3 clusters Score -2.069645e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -20697756.000000 Penalty: 5966.852051
	Iteration 14Q: 3 clusters Score -2.069776e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -20699052.000000 Penalty: 5966.852051
	Iteration 15Q: 3 clusters Score -2.069905e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120005 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -20700034.000000 Penalty: 5966.852051
	Iteration 16Q: 3 clusters Score -2.070003e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -20701102.000000 Penalty: 5966.852051
	Iteration 17Q: 3 clusters Score -2.07011e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -20702160.000000 Penalty: 5966.852051
	Iteration 18Q: 3 clusters Score -2.070216e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -20703120.000000 Penalty: 5966.852051
	Iteration 19Q: 3 clusters Score -2.070312e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130620 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -20704054.000000 Penalty: 5966.852051
	Iteration 20F: 3 clusters Score -2.070405e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133013 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -20704838.000000 Penalty: 5966.852051
	Iteration 21Q: 3 clusters Score -2.070484e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135348 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -20705614.000000 Penalty: 5966.852051
	Iteration 22Q: 3 clusters Score -2.070561e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137544 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -20706448.000000 Penalty: 5966.852051
	Iteration 23Q: 3 clusters Score -2.070645e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139634 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -20707096.000000 Penalty: 5966.852051
	Iteration 24Q: 3 clusters Score -2.07071e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141606 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -20707678.000000 Penalty: 5966.852051
	Iteration 25Q: 3 clusters Score -2.070768e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -20708286.000000 Penalty: 5966.852051
	Iteration 26Q: 3 clusters Score -2.070829e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -20708840.000000 Penalty: 5966.852051
	Iteration 27Q: 3 clusters Score -2.070884e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146804 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -20709290.000000 Penalty: 5966.852051
	Iteration 28Q: 3 clusters Score -2.070929e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -20709698.000000 Penalty: 5966.852051
	Iteration 29Q: 3 clusters Score -2.07097e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -20710108.000000 Penalty: 5966.852051
	Iteration 30Q: 3 clusters Score -2.071011e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151268 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -20710346.000000 Penalty: 5966.852051
	Iteration 31Q: 3 clusters Score -2.071035e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -20710694.000000 Penalty: 5966.852051
	Iteration 32Q: 3 clusters Score -2.071069e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -20710886.000000 Penalty: 5966.852051
	Iteration 33Q: 3 clusters Score -2.071089e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -20711072.000000 Penalty: 5966.852051
	Iteration 34Q: 3 clusters Score -2.071107e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155967 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -20711214.000000 Penalty: 5966.852051
	Iteration 35Q: 3 clusters Score -2.071121e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -20711404.000000 Penalty: 5966.852051
	Iteration 36Q: 3 clusters Score -2.07114e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -20711580.000000 Penalty: 5966.852051
	Iteration 37Q: 3 clusters Score -2.071158e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158495 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -20711694.000000 Penalty: 5966.852051
	Iteration 38Q: 3 clusters Score -2.071169e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159216 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -20711808.000000 Penalty: 5966.852051
	Iteration 39Q: 3 clusters Score -2.071181e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -20711946.000000 Penalty: 5966.852051
	Iteration 40F: 3 clusters Score -2.071195e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160463 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -20711980.000000 Penalty: 5966.852051
	Iteration 41Q: 3 clusters Score -2.071198e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -20712060.000000 Penalty: 5966.852051
	Iteration 42Q: 3 clusters Score -2.071206e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -20712074.000000 Penalty: 5966.852051
	Iteration 43Q: 3 clusters Score -2.071207e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -20712140.000000 Penalty: 5966.852051
	Iteration 44Q: 3 clusters Score -2.071214e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162167 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -20712128.000000 Penalty: 5966.852051
	Iteration 45Q: 3 clusters Score -2.071213e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162493 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -20712190.000000 Penalty: 5966.852051
	Iteration 46Q: 3 clusters Score -2.071219e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -20712226.000000 Penalty: 5966.852051
	Iteration 47Q: 3 clusters Score -2.071223e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163016 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -20712210.000000 Penalty: 5966.852051
	Iteration 48Q: 3 clusters Score -2.071221e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -20712236.000000 Penalty: 5966.852051
	Iteration 49Q: 3 clusters Score -2.071224e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -20712300.000000 Penalty: 5966.852051
	Iteration 50Q: 3 clusters Score -2.07123e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163572 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -20712282.000000 Penalty: 5966.852051
	Iteration 51Q: 3 clusters Score -2.071228e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163719 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -20712312.000000 Penalty: 5966.852051
	Iteration 52Q: 3 clusters Score -2.071231e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -20712296.000000 Penalty: 5966.852051
	Iteration 53Q: 3 clusters Score -2.07123e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -20712328.000000 Penalty: 5966.852051
	Iteration 54Q: 3 clusters Score -2.071233e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164030 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -20712374.000000 Penalty: 5966.852051
	Iteration 55Q: 3 clusters Score -2.071237e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -20712368.000000 Penalty: 5966.852051
	Iteration 56Q: 3 clusters Score -2.071237e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164182 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -20712358.000000 Penalty: 5966.852051
	Iteration 57Q: 3 clusters Score -2.071236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20712328.000000 Penalty: 5966.852051
	Iteration 58Q: 3 clusters Score -2.071233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164304 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -20712320.000000 Penalty: 5966.852051
	Iteration 59Q: 3 clusters Score -2.071232e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20712314.000000 Penalty: 5966.852051
	Iteration 60F: 3 clusters Score -2.071231e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164401 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20712330.000000 Penalty: 5966.852051
	Iteration 61Q: 3 clusters Score -2.071233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -20712332.000000 Penalty: 5966.852051
	Iteration 62Q: 3 clusters Score -2.071233e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -20712334.000000 Penalty: 5966.852051
	Iteration 63Q: 3 clusters Score -2.071233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164536 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -20712356.000000 Penalty: 5966.852051
	Iteration 64Q: 3 clusters Score -2.071236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -20712364.000000 Penalty: 5966.852051
	Iteration 65Q: 3 clusters Score -2.071236e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -20712362.000000 Penalty: 5966.852051
	Iteration 66Q: 3 clusters Score -2.071236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164640 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -20712380.000000 Penalty: 5966.852051
	Iteration 67Q: 3 clusters Score -2.071238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20712386.000000 Penalty: 5966.852051
	Iteration 68Q: 3 clusters Score -2.071239e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164711 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -20712398.000000 Penalty: 5966.852051
	Iteration 69Q: 3 clusters Score -2.07124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164745 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -20712394.000000 Penalty: 5966.852051
	Iteration 70Q: 3 clusters Score -2.071239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164783 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -20712412.000000 Penalty: 5966.852051
	Iteration 71Q: 3 clusters Score -2.071241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164821 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -20712434.000000 Penalty: 5966.852051
	Iteration 72Q: 3 clusters Score -2.071243e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20712468.000000 Penalty: 5966.852051
	Iteration 73Q: 3 clusters Score -2.071247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164874 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -20712464.000000 Penalty: 5966.852051
	Iteration 74Q: 3 clusters Score -2.071246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164891 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -20712456.000000 Penalty: 5966.852051
	Iteration 75Q: 3 clusters Score -2.071246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164908 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -20712476.000000 Penalty: 5966.852051
	Iteration 76Q: 3 clusters Score -2.071248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20712478.000000 Penalty: 5966.852051
	Iteration 77Q: 3 clusters Score -2.071248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -20712476.000000 Penalty: 5966.852051
	Iteration 78Q: 3 clusters Score -2.071248e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164951 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -20712502.000000 Penalty: 5966.852051
	Iteration 79Q: 3 clusters Score -2.07125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -20712490.000000 Penalty: 5966.852051
	Iteration 80F: 3 clusters Score -2.071249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -20712508.000000 Penalty: 5966.852051
	Iteration 81Q: 3 clusters Score -2.071251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165002 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20712512.000000 Penalty: 5966.852051
	Iteration 82Q: 3 clusters Score -2.071251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165021 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20712508.000000 Penalty: 5966.852051
	Iteration 83Q: 3 clusters Score -2.071251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -20712510.000000 Penalty: 5966.852051
	Iteration 84Q: 3 clusters Score -2.071251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165045 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -20712514.000000 Penalty: 5966.852051
	Iteration 85Q: 3 clusters Score -2.071251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -20712504.000000 Penalty: 5966.852051
	Iteration 86Q: 3 clusters Score -2.07125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20712526.000000 Penalty: 5966.852051
	Iteration 87Q: 3 clusters Score -2.071253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165072 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20712534.000000 Penalty: 5966.852051
	Iteration 88Q: 3 clusters Score -2.071253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20712542.000000 Penalty: 5966.852051
	Iteration 89Q: 3 clusters Score -2.071254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -20712542.000000 Penalty: 5966.852051
	Iteration 90Q: 3 clusters Score -2.071254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -20712544.000000 Penalty: 5966.852051
	Iteration 91Q: 3 clusters Score -2.071254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -20712540.000000 Penalty: 5966.852051
	Iteration 92Q: 3 clusters Score -2.071254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165101 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -20712544.000000 Penalty: 5966.852051
	Iteration 93Q: 3 clusters Score -2.071254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165109 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20712544.000000 Penalty: 5966.852051
	Iteration 94Q: 3 clusters Score -2.071254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165120 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20712560.000000 Penalty: 5966.852051
	Iteration 95Q: 3 clusters Score -2.071256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20712550.000000 Penalty: 5966.852051
	Iteration 96Q: 3 clusters Score -2.071255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -20712562.000000 Penalty: 5966.852051
	Iteration 97Q: 3 clusters Score -2.071256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20712538.000000 Penalty: 5966.852051
	Iteration 98Q: 3 clusters Score -2.071254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -20712554.000000 Penalty: 5966.852051
	Iteration 99Q: 3 clusters Score -2.071255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -20712558.000000 Penalty: 5966.852051
	Iteration 100F: 3 clusters Score -2.071256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165172 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -20712560.000000 Penalty: 5966.852051
	Iteration 101Q: 3 clusters Score -2.071256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -20712564.000000 Penalty: 5966.852051
	Iteration 102Q: 3 clusters Score -2.071256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165179 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -20712556.000000 Penalty: 5966.852051
	Iteration 103Q: 3 clusters Score -2.071256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165182 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -20712556.000000 Penalty: 5966.852051
	Iteration 104Q: 3 clusters Score -2.071256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -20712556.000000 Penalty: 5966.852051
	Iteration 105Q: 3 clusters Score -2.071256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165191 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -20712548.000000 Penalty: 5966.852051
	Iteration 106Q: 3 clusters Score -2.071255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165194 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20712548.000000 Penalty: 5966.852051
	Iteration 107Q: 3 clusters Score -2.071255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -20712544.000000 Penalty: 5966.852051
	Iteration 108Q: 3 clusters Score -2.071254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165196 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -20712546.000000 Penalty: 5966.852051
	Iteration 109Q: 3 clusters Score -2.071255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -20712538.000000 Penalty: 5966.852051
	Iteration 110Q: 3 clusters Score -2.071254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -20712538.000000 Penalty: 5966.852051
	Iteration 111F: 3 clusters Score -2.071254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -90319.750000 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -90319.75 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 423 members 
Entering Unmasked Estep 
Score: -88530.984375 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -88530.98 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88803.179688 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -88803.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88891.335938 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -88891.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -88931.515625 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -88931.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88966.093750 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -88966.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -89001.062500 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -89001.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -89024.937500 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -89024.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89050.890625 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -89050.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89068.796875 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -89068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89078.554688 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -89078.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89083.445312 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -89083.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -89085.468750 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -89085.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -89089.625000 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -89089.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -89097.757812 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -89097.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -89113.632812 Penalty: 3326.603760
	Iteration 14Q: 3 clusters Score -89113.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -89128.710938 Penalty: 3326.603760
	Iteration 15Q: 3 clusters Score -89128.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89150.898438 Penalty: 3326.603760
	Iteration 16Q: 3 clusters Score -89150.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89171.882812 Penalty: 3326.603760
	Iteration 17Q: 3 clusters Score -89171.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89186.710938 Penalty: 3326.603760
	Iteration 18Q: 3 clusters Score -89186.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89202.242188 Penalty: 3326.603760
	Iteration 19Q: 3 clusters Score -89202.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89210.875000 Penalty: 3326.603760
	Iteration 20F: 3 clusters Score -89210.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -89223.320312 Penalty: 3326.603760
	Iteration 21Q: 3 clusters Score -89223.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -89244.765625 Penalty: 3326.603760
	Iteration 22Q: 3 clusters Score -89244.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89251.640625 Penalty: 3326.603760
	Iteration 23Q: 3 clusters Score -89251.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89260.828125 Penalty: 3326.603760
	Iteration 24Q: 3 clusters Score -89260.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89268.515625 Penalty: 3326.603760
	Iteration 25Q: 3 clusters Score -89268.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89273.265625 Penalty: 3326.603760
	Iteration 26Q: 3 clusters Score -89273.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -89287.109375 Penalty: 3326.603760
	Iteration 27Q: 3 clusters Score -89287.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89296.945312 Penalty: 3326.603760
	Iteration 28Q: 3 clusters Score -89296.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89312.710938 Penalty: 3326.603760
	Iteration 29Q: 3 clusters Score -89312.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89334.203125 Penalty: 3326.603760
	Iteration 30Q: 3 clusters Score -89334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89353.257812 Penalty: 3326.603760
	Iteration 31Q: 3 clusters Score -89353.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -89360.992188 Penalty: 3326.603760
	Iteration 32Q: 3 clusters Score -89360.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89376.609375 Penalty: 3326.603760
	Iteration 33Q: 3 clusters Score -89376.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -89393.921875 Penalty: 3326.603760
	Iteration 34Q: 3 clusters Score -89393.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -89414.546875 Penalty: 3326.603760
	Iteration 35Q: 3 clusters Score -89414.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89429.320312 Penalty: 3326.603760
	Iteration 36Q: 3 clusters Score -89429.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89453.460938 Penalty: 3326.603760
	Iteration 37Q: 3 clusters Score -89453.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89463.851562 Penalty: 3326.603760
	Iteration 38Q: 3 clusters Score -89463.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89471.882812 Penalty: 3326.603760
	Iteration 39Q: 3 clusters Score -89471.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -89483.187500 Penalty: 3326.603760
	Iteration 40F: 3 clusters Score -89483.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -89502.000000 Penalty: 3326.603760
	Iteration 41Q: 3 clusters Score -89502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -89514.343750 Penalty: 3326.603760
	Iteration 42Q: 3 clusters Score -89514.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89525.695312 Penalty: 3326.603760
	Iteration 43Q: 3 clusters Score -89525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89532.609375 Penalty: 3326.603760
	Iteration 44Q: 3 clusters Score -89532.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -89535.210938 Penalty: 3326.603760
	Iteration 45Q: 3 clusters Score -89535.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89545.179688 Penalty: 3326.603760
	Iteration 46Q: 3 clusters Score -89545.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89557.132812 Penalty: 3326.603760
	Iteration 47Q: 3 clusters Score -89557.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89578.109375 Penalty: 3326.603760
	Iteration 48Q: 3 clusters Score -89578.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89623.820312 Penalty: 3326.603760
	Iteration 49Q: 3 clusters Score -89623.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89698.898438 Penalty: 3326.603760
	Iteration 50Q: 3 clusters Score -89698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89779.078125 Penalty: 3326.603760
	Iteration 51Q: 3 clusters Score -89779.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89889.257812 Penalty: 3326.603760
	Iteration 52Q: 3 clusters Score -89889.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90007.257812 Penalty: 3326.603760
	Iteration 53Q: 3 clusters Score -90007.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90103.648438 Penalty: 3326.603760
	Iteration 54Q: 3 clusters Score -90103.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90121.125000 Penalty: 3326.603760
	Iteration 55Q: 3 clusters Score -90121.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90121.125000 Penalty: 3326.603760
	Iteration 56F: 3 clusters Score -90121.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Entering Unmasked Estep 
Score: -2818459.750000 Penalty: 2492.145020
	Iteration 0F: 2 clusters Score -2818460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2802370.250000 Penalty: 4984.290039
	Iteration 0F: 3 clusters Score -2802370 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2807820.750000 Penalty: 4984.290039
	Iteration 1F: 3 clusters Score -2807821 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2808243.750000 Penalty: 4984.290039
	Iteration 2F: 3 clusters Score -2808244 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2808593.250000 Penalty: 4984.290039
	Iteration 3Q: 3 clusters Score -2808593 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2808985.500000 Penalty: 4984.290039
	Iteration 4Q: 3 clusters Score -2808986 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2809487.750000 Penalty: 4984.290039
	Iteration 5Q: 3 clusters Score -2809488 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2810206.500000 Penalty: 4984.290039
	Iteration 6F: 3 clusters Score -2810206 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2811196.250000 Penalty: 4984.290039
	Iteration 7F: 3 clusters Score -2811196 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2812429.250000 Penalty: 4984.290039
	Iteration 8F: 3 clusters Score -2812429 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2813698.750000 Penalty: 4984.290039
	Iteration 9F: 3 clusters Score -2813699 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2814826.000000 Penalty: 4984.290039
	Iteration 10F: 3 clusters Score -2814826 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2815549.000000 Penalty: 4984.290039
	Iteration 11Q: 3 clusters Score -2815549 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2815914.250000 Penalty: 4984.290039
	Iteration 12Q: 3 clusters Score -2815914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2816065.250000 Penalty: 4984.290039
	Iteration 13Q: 3 clusters Score -2816065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2816132.250000 Penalty: 4984.290039
	Iteration 14Q: 3 clusters Score -2816132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2816167.000000 Penalty: 4984.290039
	Iteration 15Q: 3 clusters Score -2816167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2816199.000000 Penalty: 4984.290039
	Iteration 16Q: 3 clusters Score -2816199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2816203.000000 Penalty: 4984.290039
	Iteration 17Q: 3 clusters Score -2816203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2816217.500000 Penalty: 4984.290039
	Iteration 18Q: 3 clusters Score -2816218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2816235.000000 Penalty: 4984.290039
	Iteration 19Q: 3 clusters Score -2816235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2816244.750000 Penalty: 4984.290039
	Iteration 20F: 3 clusters Score -2816245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2816251.500000 Penalty: 4984.290039
	Iteration 21Q: 3 clusters Score -2816252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2816257.250000 Penalty: 4984.290039
	Iteration 22Q: 3 clusters Score -2816257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2816259.500000 Penalty: 4984.290039
	Iteration 23Q: 3 clusters Score -2816260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2816259.500000 Penalty: 4984.290039
	Iteration 24F: 3 clusters Score -2816260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Entering Unmasked Estep 
Score: -12903830.000000 Penalty: 2864.404785
	Iteration 0F: 2 clusters Score -1.290383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -12834600.000000 Penalty: 5728.809570
	Iteration 0F: 3 clusters Score -1.28346e+07 nChanged 48926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -12862392.000000 Penalty: 5728.809570
	Iteration 1F: 3 clusters Score -1.286239e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -12863111.000000 Penalty: 5728.809570
	Iteration 2Q: 3 clusters Score -1.286311e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -12864020.000000 Penalty: 5728.809570
	Iteration 3Q: 3 clusters Score -1.286402e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -12865231.000000 Penalty: 5728.809570
	Iteration 4Q: 3 clusters Score -1.286523e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 61506 members 
Entering Unmasked Estep 
Score: -12866880.000000 Penalty: 5728.809570
	Iteration 5Q: 3 clusters Score -1.286688e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -12869716.000000 Penalty: 5728.809570
	Iteration 6F: 3 clusters Score -1.286972e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -12873860.000000 Penalty: 5728.809570
	Iteration 7F: 3 clusters Score -1.287386e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -12879854.000000 Penalty: 5728.809570
	Iteration 8F: 3 clusters Score -1.287985e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -12886670.000000 Penalty: 5728.809570
	Iteration 9F: 3 clusters Score -1.288667e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -12893064.000000 Penalty: 5728.809570
	Iteration 10F: 3 clusters Score -1.289306e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 99357 members 
Entering Unmasked Estep 
Score: -12897426.000000 Penalty: 5728.809570
	Iteration 11Q: 3 clusters Score -1.289743e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -12899606.000000 Penalty: 5728.809570
	Iteration 12Q: 3 clusters Score -1.289961e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -12900527.000000 Penalty: 5728.809570
	Iteration 13Q: 3 clusters Score -1.290053e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 103273 members 
Entering Unmasked Estep 
Score: -12900946.000000 Penalty: 5728.809570
	Iteration 14Q: 3 clusters Score -1.290095e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 103398 members 
Entering Unmasked Estep 
Score: -12901043.000000 Penalty: 5728.809570
	Iteration 15Q: 3 clusters Score -1.290104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -12901100.000000 Penalty: 5728.809570
	Iteration 16Q: 3 clusters Score -1.29011e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -12901157.000000 Penalty: 5728.809570
	Iteration 17Q: 3 clusters Score -1.290116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -12901169.000000 Penalty: 5728.809570
	Iteration 18Q: 3 clusters Score -1.290117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 103477 members 
Entering Unmasked Estep 
Score: -12901202.000000 Penalty: 5728.809570
	Iteration 19Q: 3 clusters Score -1.29012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -12901207.000000 Penalty: 5728.809570
	Iteration 20F: 3 clusters Score -1.290121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -12901214.000000 Penalty: 5728.809570
	Iteration 21Q: 3 clusters Score -1.290121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 103484 members 
Entering Unmasked Estep 
Score: -12901222.000000 Penalty: 5728.809570
	Iteration 22Q: 3 clusters Score -1.290122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 103487 members 
Entering Unmasked Estep 
Score: -12901224.000000 Penalty: 5728.809570
	Iteration 23Q: 3 clusters Score -1.290122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -12901229.000000 Penalty: 5728.809570
	Iteration 24Q: 3 clusters Score -1.290123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 103498 members 
Entering Unmasked Estep 
Score: -12901234.000000 Penalty: 5728.809570
	Iteration 25Q: 3 clusters Score -1.290123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -12901253.000000 Penalty: 5728.809570
	Iteration 26Q: 3 clusters Score -1.290125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -12901266.000000 Penalty: 5728.809570
	Iteration 27Q: 3 clusters Score -1.290127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -12901269.000000 Penalty: 5728.809570
	Iteration 28Q: 3 clusters Score -1.290127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -12901268.000000 Penalty: 5728.809570
	Iteration 29Q: 3 clusters Score -1.290127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -12901266.000000 Penalty: 5728.809570
	Iteration 30Q: 3 clusters Score -1.290127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -12901269.000000 Penalty: 5728.809570
	Iteration 31Q: 3 clusters Score -1.290127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -12901281.000000 Penalty: 5728.809570
	Iteration 32Q: 3 clusters Score -1.290128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -12901281.000000 Penalty: 5728.809570
	Iteration 33F: 3 clusters Score -1.290128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -773550.562500 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -773550.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -767983.375000 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -767983.4 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -769548.187500 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -769548.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -769955.500000 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -769955.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -770386.875000 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -770386.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -770836.500000 Penalty: 4365.454102
	Iteration 4F: 3 clusters Score -770836.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -771302.875000 Penalty: 4365.454102
	Iteration 5F: 3 clusters Score -771302.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -771696.312500 Penalty: 4365.454102
	Iteration 6F: 3 clusters Score -771696.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -771963.125000 Penalty: 4365.454102
	Iteration 7F: 3 clusters Score -771963.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -772157.750000 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -772157.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -772297.250000 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -772297.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -772411.875000 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -772411.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -772497.937500 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -772497.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -772566.687500 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -772566.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -772612.125000 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -772612.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -772646.687500 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -772646.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -772665.750000 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -772665.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -772685.625000 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -772685.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -772704.437500 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -772704.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -772727.375000 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -772727.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -772747.812500 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -772747.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -772757.062500 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -772757.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -772762.750000 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -772762.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -772768.250000 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -772768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -772771.250000 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -772771.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -772773.437500 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -772773.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -772775.562500 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -772775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -772776.250000 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -772776.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -772779.250000 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -772779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -772779.937500 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -772779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -772779.312500 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -772779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -772782.500000 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -772782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -772782.187500 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -772782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -772783.187500 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -772783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -772782.562500 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -772782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -772784.500000 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -772784.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -772784.500000 Penalty: 4365.454102
	Iteration 35F: 3 clusters Score -772784.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Entering Unmasked Estep 
Score: -11226508.000000 Penalty: 2840.232178
	Iteration 0F: 2 clusters Score -1.122651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -11163558.000000 Penalty: 5680.464355
	Iteration 0F: 3 clusters Score -1.116356e+07 nChanged 44584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -11188954.000000 Penalty: 5680.464355
	Iteration 1F: 3 clusters Score -1.118895e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -11189814.000000 Penalty: 5680.464355
	Iteration 2Q: 3 clusters Score -1.118981e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -11190932.000000 Penalty: 5680.464355
	Iteration 3Q: 3 clusters Score -1.119093e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -11192571.000000 Penalty: 5680.464355
	Iteration 4Q: 3 clusters Score -1.119257e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -11194740.000000 Penalty: 5680.464355
	Iteration 5Q: 3 clusters Score -1.119474e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -11198019.000000 Penalty: 5680.464355
	Iteration 6Q: 3 clusters Score -1.119802e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -11202045.000000 Penalty: 5680.464355
	Iteration 7F: 3 clusters Score -1.120204e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -11206500.000000 Penalty: 5680.464355
	Iteration 8F: 3 clusters Score -1.12065e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -11210691.000000 Penalty: 5680.464355
	Iteration 9F: 3 clusters Score -1.121069e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -11214179.000000 Penalty: 5680.464355
	Iteration 10F: 3 clusters Score -1.121418e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -11216839.000000 Penalty: 5680.464355
	Iteration 11Q: 3 clusters Score -1.121684e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -11218702.000000 Penalty: 5680.464355
	Iteration 12Q: 3 clusters Score -1.12187e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -11220040.000000 Penalty: 5680.464355
	Iteration 13Q: 3 clusters Score -1.122004e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -11221053.000000 Penalty: 5680.464355
	Iteration 14Q: 3 clusters Score -1.122105e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -11221781.000000 Penalty: 5680.464355
	Iteration 15Q: 3 clusters Score -1.122178e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -11222337.000000 Penalty: 5680.464355
	Iteration 16Q: 3 clusters Score -1.122234e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -11222778.000000 Penalty: 5680.464355
	Iteration 17Q: 3 clusters Score -1.122278e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -11223145.000000 Penalty: 5680.464355
	Iteration 18Q: 3 clusters Score -1.122314e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -11223411.000000 Penalty: 5680.464355
	Iteration 19Q: 3 clusters Score -1.122341e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -11223670.000000 Penalty: 5680.464355
	Iteration 20F: 3 clusters Score -1.122367e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -11223816.000000 Penalty: 5680.464355
	Iteration 21Q: 3 clusters Score -1.122382e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -11223974.000000 Penalty: 5680.464355
	Iteration 22Q: 3 clusters Score -1.122397e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -11224156.000000 Penalty: 5680.464355
	Iteration 23Q: 3 clusters Score -1.122416e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -11224319.000000 Penalty: 5680.464355
	Iteration 24Q: 3 clusters Score -1.122432e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -11224474.000000 Penalty: 5680.464355
	Iteration 25Q: 3 clusters Score -1.122447e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -11224590.000000 Penalty: 5680.464355
	Iteration 26Q: 3 clusters Score -1.122459e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -11224671.000000 Penalty: 5680.464355
	Iteration 27Q: 3 clusters Score -1.122467e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -11224781.000000 Penalty: 5680.464355
	Iteration 28Q: 3 clusters Score -1.122478e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -11224822.000000 Penalty: 5680.464355
	Iteration 29Q: 3 clusters Score -1.122482e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -11224872.000000 Penalty: 5680.464355
	Iteration 30Q: 3 clusters Score -1.122487e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -11224910.000000 Penalty: 5680.464355
	Iteration 31Q: 3 clusters Score -1.122491e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -11224921.000000 Penalty: 5680.464355
	Iteration 32Q: 3 clusters Score -1.122492e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -11224978.000000 Penalty: 5680.464355
	Iteration 33Q: 3 clusters Score -1.122498e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -11225054.000000 Penalty: 5680.464355
	Iteration 34Q: 3 clusters Score -1.122505e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -11225129.000000 Penalty: 5680.464355
	Iteration 35Q: 3 clusters Score -1.122513e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -11225159.000000 Penalty: 5680.464355
	Iteration 36Q: 3 clusters Score -1.122516e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -11225200.000000 Penalty: 5680.464355
	Iteration 37Q: 3 clusters Score -1.12252e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -11225214.000000 Penalty: 5680.464355
	Iteration 38Q: 3 clusters Score -1.122521e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -11225226.000000 Penalty: 5680.464355
	Iteration 39Q: 3 clusters Score -1.122523e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -11225237.000000 Penalty: 5680.464355
	Iteration 40F: 3 clusters Score -1.122524e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -11225240.000000 Penalty: 5680.464355
	Iteration 41Q: 3 clusters Score -1.122524e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -11225247.000000 Penalty: 5680.464355
	Iteration 42Q: 3 clusters Score -1.122525e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -11225254.000000 Penalty: 5680.464355
	Iteration 43Q: 3 clusters Score -1.122525e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -11225261.000000 Penalty: 5680.464355
	Iteration 44Q: 3 clusters Score -1.122526e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -11225275.000000 Penalty: 5680.464355
	Iteration 45Q: 3 clusters Score -1.122528e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -11225285.000000 Penalty: 5680.464355
	Iteration 46Q: 3 clusters Score -1.122528e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -11225302.000000 Penalty: 5680.464355
	Iteration 47Q: 3 clusters Score -1.12253e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -11225301.000000 Penalty: 5680.464355
	Iteration 48Q: 3 clusters Score -1.12253e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -11225309.000000 Penalty: 5680.464355
	Iteration 49Q: 3 clusters Score -1.122531e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -11225337.000000 Penalty: 5680.464355
	Iteration 50Q: 3 clusters Score -1.122534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -11225328.000000 Penalty: 5680.464355
	Iteration 51Q: 3 clusters Score -1.122533e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -11225318.000000 Penalty: 5680.464355
	Iteration 52Q: 3 clusters Score -1.122532e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -11225324.000000 Penalty: 5680.464355
	Iteration 53Q: 3 clusters Score -1.122532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -11225334.000000 Penalty: 5680.464355
	Iteration 54Q: 3 clusters Score -1.122533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -11225336.000000 Penalty: 5680.464355
	Iteration 55Q: 3 clusters Score -1.122534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -11225346.000000 Penalty: 5680.464355
	Iteration 56Q: 3 clusters Score -1.122535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -11225347.000000 Penalty: 5680.464355
	Iteration 57Q: 3 clusters Score -1.122535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -11225345.000000 Penalty: 5680.464355
	Iteration 58Q: 3 clusters Score -1.122534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -11225326.000000 Penalty: 5680.464355
	Iteration 59Q: 3 clusters Score -1.122533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -11225339.000000 Penalty: 5680.464355
	Iteration 60F: 3 clusters Score -1.122534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -11225339.000000 Penalty: 5680.464355
	Iteration 61Q: 3 clusters Score -1.122534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -11225327.000000 Penalty: 5680.464355
	Iteration 62Q: 3 clusters Score -1.122533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -11225330.000000 Penalty: 5680.464355
	Iteration 63Q: 3 clusters Score -1.122533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -11225335.000000 Penalty: 5680.464355
	Iteration 64Q: 3 clusters Score -1.122534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -11225340.000000 Penalty: 5680.464355
	Iteration 65Q: 3 clusters Score -1.122534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -11225349.000000 Penalty: 5680.464355
	Iteration 66Q: 3 clusters Score -1.122535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -11225356.000000 Penalty: 5680.464355
	Iteration 67Q: 3 clusters Score -1.122536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -11225350.000000 Penalty: 5680.464355
	Iteration 68Q: 3 clusters Score -1.122535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -11225350.000000 Penalty: 5680.464355
	Iteration 69Q: 3 clusters Score -1.122535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -11225353.000000 Penalty: 5680.464355
	Iteration 70Q: 3 clusters Score -1.122535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -11225337.000000 Penalty: 5680.464355
	Iteration 71Q: 3 clusters Score -1.122534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -11225342.000000 Penalty: 5680.464355
	Iteration 72Q: 3 clusters Score -1.122534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -11225332.000000 Penalty: 5680.464355
	Iteration 73Q: 3 clusters Score -1.122533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -11225339.000000 Penalty: 5680.464355
	Iteration 74Q: 3 clusters Score -1.122534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -11225336.000000 Penalty: 5680.464355
	Iteration 75Q: 3 clusters Score -1.122534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -11225338.000000 Penalty: 5680.464355
	Iteration 76Q: 3 clusters Score -1.122534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -11225339.000000 Penalty: 5680.464355
	Iteration 77Q: 3 clusters Score -1.122534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -11225340.000000 Penalty: 5680.464355
	Iteration 78Q: 3 clusters Score -1.122534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84545 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -11225335.000000 Penalty: 5680.464355
	Iteration 79Q: 3 clusters Score -1.122534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -11225334.000000 Penalty: 5680.464355
	Iteration 80F: 3 clusters Score -1.122533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -11225332.000000 Penalty: 5680.464355
	Iteration 81Q: 3 clusters Score -1.122533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -11225333.000000 Penalty: 5680.464355
	Iteration 82Q: 3 clusters Score -1.122533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -11225336.000000 Penalty: 5680.464355
	Iteration 83Q: 3 clusters Score -1.122534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -11225332.000000 Penalty: 5680.464355
	Iteration 84Q: 3 clusters Score -1.122533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -11225331.000000 Penalty: 5680.464355
	Iteration 85Q: 3 clusters Score -1.122533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -11225320.000000 Penalty: 5680.464355
	Iteration 86Q: 3 clusters Score -1.122532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -11225330.000000 Penalty: 5680.464355
	Iteration 87Q: 3 clusters Score -1.122533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -11225326.000000 Penalty: 5680.464355
	Iteration 88Q: 3 clusters Score -1.122533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -11225326.000000 Penalty: 5680.464355
	Iteration 89F: 3 clusters Score -1.122533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Entering Unmasked Estep 
Score: -13193290.000000 Penalty: 2870.417725
	Iteration 0F: 2 clusters Score -1.319329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -13122135.000000 Penalty: 5740.835449
	Iteration 0F: 3 clusters Score -1.312214e+07 nChanged 50412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -13151867.000000 Penalty: 5740.835449
	Iteration 1F: 3 clusters Score -1.315187e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -13153116.000000 Penalty: 5740.835449
	Iteration 2Q: 3 clusters Score -1.315312e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -13154980.000000 Penalty: 5740.835449
	Iteration 3Q: 3 clusters Score -1.315498e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -13157893.000000 Penalty: 5740.835449
	Iteration 4F: 3 clusters Score -1.315789e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 71297 members 
Entering Unmasked Estep 
Score: -13161992.000000 Penalty: 5740.835449
	Iteration 5F: 3 clusters Score -1.316199e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -13167494.000000 Penalty: 5740.835449
	Iteration 6F: 3 clusters Score -1.316749e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -13173938.000000 Penalty: 5740.835449
	Iteration 7F: 3 clusters Score -1.317394e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -13180107.000000 Penalty: 5740.835449
	Iteration 8F: 3 clusters Score -1.318011e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -13184634.000000 Penalty: 5740.835449
	Iteration 9Q: 3 clusters Score -1.318463e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -13187574.000000 Penalty: 5740.835449
	Iteration 10Q: 3 clusters Score -1.318757e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -13189388.000000 Penalty: 5740.835449
	Iteration 11Q: 3 clusters Score -1.318939e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 102660 members 
Entering Unmasked Estep 
Score: -13190306.000000 Penalty: 5740.835449
	Iteration 12Q: 3 clusters Score -1.319031e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 103154 members 
Entering Unmasked Estep 
Score: -13190810.000000 Penalty: 5740.835449
	Iteration 13Q: 3 clusters Score -1.319081e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -13191112.000000 Penalty: 5740.835449
	Iteration 14Q: 3 clusters Score -1.319111e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -13191218.000000 Penalty: 5740.835449
	Iteration 15Q: 3 clusters Score -1.319122e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -13191383.000000 Penalty: 5740.835449
	Iteration 16Q: 3 clusters Score -1.319138e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -13191479.000000 Penalty: 5740.835449
	Iteration 17Q: 3 clusters Score -1.319148e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -13191568.000000 Penalty: 5740.835449
	Iteration 18Q: 3 clusters Score -1.319157e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -13191614.000000 Penalty: 5740.835449
	Iteration 19Q: 3 clusters Score -1.319161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -13191638.000000 Penalty: 5740.835449
	Iteration 20F: 3 clusters Score -1.319164e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -13191668.000000 Penalty: 5740.835449
	Iteration 21Q: 3 clusters Score -1.319167e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 104106 members 
Entering Unmasked Estep 
Score: -13191671.000000 Penalty: 5740.835449
	Iteration 22Q: 3 clusters Score -1.319167e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 104130 members 
Entering Unmasked Estep 
Score: -13191684.000000 Penalty: 5740.835449
	Iteration 23Q: 3 clusters Score -1.319168e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 104161 members 
Entering Unmasked Estep 
Score: -13191712.000000 Penalty: 5740.835449
	Iteration 24Q: 3 clusters Score -1.319171e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -13191726.000000 Penalty: 5740.835449
	Iteration 25Q: 3 clusters Score -1.319173e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 104204 members 
Entering Unmasked Estep 
Score: -13191719.000000 Penalty: 5740.835449
	Iteration 26Q: 3 clusters Score -1.319172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -13191713.000000 Penalty: 5740.835449
	Iteration 27Q: 3 clusters Score -1.319171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 104227 members 
Entering Unmasked Estep 
Score: -13191742.000000 Penalty: 5740.835449
	Iteration 28Q: 3 clusters Score -1.319174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -13191752.000000 Penalty: 5740.835449
	Iteration 29Q: 3 clusters Score -1.319175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 104245 members 
Entering Unmasked Estep 
Score: -13191743.000000 Penalty: 5740.835449
	Iteration 30Q: 3 clusters Score -1.319174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -13191770.000000 Penalty: 5740.835449
	Iteration 31Q: 3 clusters Score -1.319177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -13191756.000000 Penalty: 5740.835449
	Iteration 32Q: 3 clusters Score -1.319176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -13191766.000000 Penalty: 5740.835449
	Iteration 33Q: 3 clusters Score -1.319177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -13191762.000000 Penalty: 5740.835449
	Iteration 34Q: 3 clusters Score -1.319176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -13191785.000000 Penalty: 5740.835449
	Iteration 35Q: 3 clusters Score -1.319178e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -13191785.000000 Penalty: 5740.835449
	Iteration 36Q: 3 clusters Score -1.319178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 104333 members 
Entering Unmasked Estep 
Score: -13191775.000000 Penalty: 5740.835449
	Iteration 37Q: 3 clusters Score -1.319178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -13191808.000000 Penalty: 5740.835449
	Iteration 38Q: 3 clusters Score -1.319181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -13191802.000000 Penalty: 5740.835449
	Iteration 39Q: 3 clusters Score -1.31918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -13191806.000000 Penalty: 5740.835449
	Iteration 40F: 3 clusters Score -1.319181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -13191821.000000 Penalty: 5740.835449
	Iteration 41Q: 3 clusters Score -1.319182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 104376 members 
Entering Unmasked Estep 
Score: -13191829.000000 Penalty: 5740.835449
	Iteration 42Q: 3 clusters Score -1.319183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 104384 members 
Entering Unmasked Estep 
Score: -13191827.000000 Penalty: 5740.835449
	Iteration 43Q: 3 clusters Score -1.319183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -13191830.000000 Penalty: 5740.835449
	Iteration 44Q: 3 clusters Score -1.319183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 104405 members 
Entering Unmasked Estep 
Score: -13191836.000000 Penalty: 5740.835449
	Iteration 45Q: 3 clusters Score -1.319184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -13191834.000000 Penalty: 5740.835449
	Iteration 46Q: 3 clusters Score -1.319183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -13191833.000000 Penalty: 5740.835449
	Iteration 47Q: 3 clusters Score -1.319183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -13191841.000000 Penalty: 5740.835449
	Iteration 48Q: 3 clusters Score -1.319184e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 104455 members 
Entering Unmasked Estep 
Score: -13191860.000000 Penalty: 5740.835449
	Iteration 49Q: 3 clusters Score -1.319186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -13191874.000000 Penalty: 5740.835449
	Iteration 50Q: 3 clusters Score -1.319187e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 104482 members 
Entering Unmasked Estep 
Score: -13191868.000000 Penalty: 5740.835449
	Iteration 51Q: 3 clusters Score -1.319187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -13191865.000000 Penalty: 5740.835449
	Iteration 52Q: 3 clusters Score -1.319186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 104495 members 
Entering Unmasked Estep 
Score: -13191863.000000 Penalty: 5740.835449
	Iteration 53Q: 3 clusters Score -1.319186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 104496 members 
Entering Unmasked Estep 
Score: -13191865.000000 Penalty: 5740.835449
	Iteration 54Q: 3 clusters Score -1.319186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -13191855.000000 Penalty: 5740.835449
	Iteration 55Q: 3 clusters Score -1.319186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -13191855.000000 Penalty: 5740.835449
	Iteration 56Q: 3 clusters Score -1.319186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 104501 members 
Entering Unmasked Estep 
Score: -13191847.000000 Penalty: 5740.835449
	Iteration 57Q: 3 clusters Score -1.319185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -13191856.000000 Penalty: 5740.835449
	Iteration 58Q: 3 clusters Score -1.319186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -13191855.000000 Penalty: 5740.835449
	Iteration 59Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 104499 members 
Entering Unmasked Estep 
Score: -13191863.000000 Penalty: 5740.835449
	Iteration 60F: 3 clusters Score -1.319186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -13191854.000000 Penalty: 5740.835449
	Iteration 61Q: 3 clusters Score -1.319185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 104497 members 
Entering Unmasked Estep 
Score: -13191849.000000 Penalty: 5740.835449
	Iteration 62Q: 3 clusters Score -1.319185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -13191859.000000 Penalty: 5740.835449
	Iteration 63Q: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -13191856.000000 Penalty: 5740.835449
	Iteration 64Q: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -13191859.000000 Penalty: 5740.835449
	Iteration 65Q: 3 clusters Score -1.319186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -13191852.000000 Penalty: 5740.835449
	Iteration 66Q: 3 clusters Score -1.319185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 104506 members 
Entering Unmasked Estep 
Score: -13191869.000000 Penalty: 5740.835449
	Iteration 67Q: 3 clusters Score -1.319187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -13191879.000000 Penalty: 5740.835449
	Iteration 68Q: 3 clusters Score -1.319188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -13191869.000000 Penalty: 5740.835449
	Iteration 69Q: 3 clusters Score -1.319187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 104508 members 
Entering Unmasked Estep 
Score: -13191860.000000 Penalty: 5740.835449
	Iteration 70Q: 3 clusters Score -1.319186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -13191864.000000 Penalty: 5740.835449
	Iteration 71Q: 3 clusters Score -1.319186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13191848.000000 Penalty: 5740.835449
	Iteration 72Q: 3 clusters Score -1.319185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13191855.000000 Penalty: 5740.835449
	Iteration 73Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -13191846.000000 Penalty: 5740.835449
	Iteration 74Q: 3 clusters Score -1.319185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -13191852.000000 Penalty: 5740.835449
	Iteration 75Q: 3 clusters Score -1.319185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -13191854.000000 Penalty: 5740.835449
	Iteration 76Q: 3 clusters Score -1.319185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -13191858.000000 Penalty: 5740.835449
	Iteration 77Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -13191862.000000 Penalty: 5740.835449
	Iteration 78Q: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -13191861.000000 Penalty: 5740.835449
	Iteration 79Q: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -13191863.000000 Penalty: 5740.835449
	Iteration 80F: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -13191857.000000 Penalty: 5740.835449
	Iteration 81Q: 3 clusters Score -1.319186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -13191861.000000 Penalty: 5740.835449
	Iteration 82Q: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -13191859.000000 Penalty: 5740.835449
	Iteration 83Q: 3 clusters Score -1.319186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -13191863.000000 Penalty: 5740.835449
	Iteration 84Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -13191858.000000 Penalty: 5740.835449
	Iteration 85Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -13191864.000000 Penalty: 5740.835449
	Iteration 86Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -13191852.000000 Penalty: 5740.835449
	Iteration 87Q: 3 clusters Score -1.319185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -13191846.000000 Penalty: 5740.835449
	Iteration 88Q: 3 clusters Score -1.319185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -13191851.000000 Penalty: 5740.835449
	Iteration 89Q: 3 clusters Score -1.319185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -13191856.000000 Penalty: 5740.835449
	Iteration 90Q: 3 clusters Score -1.319186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -13191841.000000 Penalty: 5740.835449
	Iteration 91Q: 3 clusters Score -1.319184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -13191850.000000 Penalty: 5740.835449
	Iteration 92Q: 3 clusters Score -1.319185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -13191853.000000 Penalty: 5740.835449
	Iteration 93Q: 3 clusters Score -1.319185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13191857.000000 Penalty: 5740.835449
	Iteration 94Q: 3 clusters Score -1.319186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -13191857.000000 Penalty: 5740.835449
	Iteration 95F: 3 clusters Score -1.319186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -431992.218750 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -431992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -428373.937500 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -428373.9 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429168.812500 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -429168.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -429353.625000 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -429353.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -429460.062500 Penalty: 4059.656982
	Iteration 3Q: 3 clusters Score -429460.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -429537.281250 Penalty: 4059.656982
	Iteration 4Q: 3 clusters Score -429537.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -429605.281250 Penalty: 4059.656982
	Iteration 5Q: 3 clusters Score -429605.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -429655.812500 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -429655.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -429699.531250 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -429699.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -429731.531250 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -429731.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -429753.968750 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -429754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -429779.968750 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -429780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -429796.250000 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -429796.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -429811.156250 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -429811.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -429824.187500 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -429824.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -429833.625000 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -429833.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -429846.125000 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -429846.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -429857.281250 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -429857.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -429866.750000 Penalty: 4059.656982
	Iteration 17Q: 3 clusters Score -429866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -429872.968750 Penalty: 4059.656982
	Iteration 18Q: 3 clusters Score -429873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -429882.968750 Penalty: 4059.656982
	Iteration 19Q: 3 clusters Score -429883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -429897.343750 Penalty: 4059.656982
	Iteration 20F: 3 clusters Score -429897.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -429914.500000 Penalty: 4059.656982
	Iteration 21Q: 3 clusters Score -429914.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -429931.156250 Penalty: 4059.656982
	Iteration 22Q: 3 clusters Score -429931.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -429949.000000 Penalty: 4059.656982
	Iteration 23Q: 3 clusters Score -429949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -429970.062500 Penalty: 4059.656982
	Iteration 24Q: 3 clusters Score -429970.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -429995.968750 Penalty: 4059.656982
	Iteration 25Q: 3 clusters Score -429996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -430032.187500 Penalty: 4059.656982
	Iteration 26Q: 3 clusters Score -430032.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -430055.125000 Penalty: 4059.656982
	Iteration 27Q: 3 clusters Score -430055.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -430074.843750 Penalty: 4059.656982
	Iteration 28Q: 3 clusters Score -430074.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -430094.968750 Penalty: 4059.656982
	Iteration 29Q: 3 clusters Score -430095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -430118.687500 Penalty: 4059.656982
	Iteration 30Q: 3 clusters Score -430118.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -430148.781250 Penalty: 4059.656982
	Iteration 31Q: 3 clusters Score -430148.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -430185.656250 Penalty: 4059.656982
	Iteration 32Q: 3 clusters Score -430185.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -430226.343750 Penalty: 4059.656982
	Iteration 33Q: 3 clusters Score -430226.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -430261.218750 Penalty: 4059.656982
	Iteration 34Q: 3 clusters Score -430261.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -430288.125000 Penalty: 4059.656982
	Iteration 35Q: 3 clusters Score -430288.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -430315.562500 Penalty: 4059.656982
	Iteration 36Q: 3 clusters Score -430315.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -430342.718750 Penalty: 4059.656982
	Iteration 37Q: 3 clusters Score -430342.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -430372.687500 Penalty: 4059.656982
	Iteration 38Q: 3 clusters Score -430372.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -430405.718750 Penalty: 4059.656982
	Iteration 39Q: 3 clusters Score -430405.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -430436.750000 Penalty: 4059.656982
	Iteration 40F: 3 clusters Score -430436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -430466.500000 Penalty: 4059.656982
	Iteration 41Q: 3 clusters Score -430466.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -430490.093750 Penalty: 4059.656982
	Iteration 42Q: 3 clusters Score -430490.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -430505.562500 Penalty: 4059.656982
	Iteration 43Q: 3 clusters Score -430505.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -430519.718750 Penalty: 4059.656982
	Iteration 44Q: 3 clusters Score -430519.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -430529.437500 Penalty: 4059.656982
	Iteration 45Q: 3 clusters Score -430529.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -430536.906250 Penalty: 4059.656982
	Iteration 46Q: 3 clusters Score -430536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430545.156250 Penalty: 4059.656982
	Iteration 47Q: 3 clusters Score -430545.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430552.875000 Penalty: 4059.656982
	Iteration 48Q: 3 clusters Score -430552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430556.937500 Penalty: 4059.656982
	Iteration 49Q: 3 clusters Score -430556.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430563.437500 Penalty: 4059.656982
	Iteration 50Q: 3 clusters Score -430563.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430567.062500 Penalty: 4059.656982
	Iteration 51Q: 3 clusters Score -430567.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -430573.843750 Penalty: 4059.656982
	Iteration 52Q: 3 clusters Score -430573.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -430579.937500 Penalty: 4059.656982
	Iteration 53Q: 3 clusters Score -430579.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -430588.625000 Penalty: 4059.656982
	Iteration 54Q: 3 clusters Score -430588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -430599.343750 Penalty: 4059.656982
	Iteration 55Q: 3 clusters Score -430599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -430611.000000 Penalty: 4059.656982
	Iteration 56Q: 3 clusters Score -430611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -430622.656250 Penalty: 4059.656982
	Iteration 57Q: 3 clusters Score -430622.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -430634.187500 Penalty: 4059.656982
	Iteration 58Q: 3 clusters Score -430634.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -430641.093750 Penalty: 4059.656982
	Iteration 59Q: 3 clusters Score -430641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -430647.968750 Penalty: 4059.656982
	Iteration 60F: 3 clusters Score -430648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -430657.468750 Penalty: 4059.656982
	Iteration 61Q: 3 clusters Score -430657.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -430664.125000 Penalty: 4059.656982
	Iteration 62Q: 3 clusters Score -430664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -430668.843750 Penalty: 4059.656982
	Iteration 63Q: 3 clusters Score -430668.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -430676.312500 Penalty: 4059.656982
	Iteration 64Q: 3 clusters Score -430676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -430681.781250 Penalty: 4059.656982
	Iteration 65Q: 3 clusters Score -430681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -430687.281250 Penalty: 4059.656982
	Iteration 66Q: 3 clusters Score -430687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -430692.593750 Penalty: 4059.656982
	Iteration 67Q: 3 clusters Score -430692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -430699.000000 Penalty: 4059.656982
	Iteration 68Q: 3 clusters Score -430699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -430705.250000 Penalty: 4059.656982
	Iteration 69Q: 3 clusters Score -430705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -430712.156250 Penalty: 4059.656982
	Iteration 70Q: 3 clusters Score -430712.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -430716.031250 Penalty: 4059.656982
	Iteration 71Q: 3 clusters Score -430716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -430723.343750 Penalty: 4059.656982
	Iteration 72Q: 3 clusters Score -430723.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -430729.156250 Penalty: 4059.656982
	Iteration 73Q: 3 clusters Score -430729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -430735.437500 Penalty: 4059.656982
	Iteration 74Q: 3 clusters Score -430735.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -430739.031250 Penalty: 4059.656982
	Iteration 75Q: 3 clusters Score -430739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -430743.687500 Penalty: 4059.656982
	Iteration 76Q: 3 clusters Score -430743.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -430748.312500 Penalty: 4059.656982
	Iteration 77Q: 3 clusters Score -430748.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -430755.062500 Penalty: 4059.656982
	Iteration 78Q: 3 clusters Score -430755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -430757.843750 Penalty: 4059.656982
	Iteration 79Q: 3 clusters Score -430757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -430760.312500 Penalty: 4059.656982
	Iteration 80F: 3 clusters Score -430760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -430762.625000 Penalty: 4059.656982
	Iteration 81Q: 3 clusters Score -430762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -430764.437500 Penalty: 4059.656982
	Iteration 82Q: 3 clusters Score -430764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -430766.343750 Penalty: 4059.656982
	Iteration 83Q: 3 clusters Score -430766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -430766.437500 Penalty: 4059.656982
	Iteration 84Q: 3 clusters Score -430766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430768.406250 Penalty: 4059.656982
	Iteration 85Q: 3 clusters Score -430768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -430768.312500 Penalty: 4059.656982
	Iteration 86Q: 3 clusters Score -430768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430768.656250 Penalty: 4059.656982
	Iteration 87Q: 3 clusters Score -430768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430768.656250 Penalty: 4059.656982
	Iteration 88F: 3 clusters Score -430768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -371776.500000 Penalty: 1993.950928
	Iteration 0F: 2 clusters Score -371776.5 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 1553 members 
Entering Unmasked Estep 
Score: -368449.562500 Penalty: 3987.901855
	Iteration 0F: 3 clusters Score -368449.6 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -369137.406250 Penalty: 3987.901855
	Iteration 1F: 3 clusters Score -369137.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369301.312500 Penalty: 3987.901855
	Iteration 2F: 3 clusters Score -369301.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -369427.593750 Penalty: 3987.901855
	Iteration 3F: 3 clusters Score -369427.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -369515.375000 Penalty: 3987.901855
	Iteration 4Q: 3 clusters Score -369515.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -369600.343750 Penalty: 3987.901855
	Iteration 5Q: 3 clusters Score -369600.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369672.125000 Penalty: 3987.901855
	Iteration 6Q: 3 clusters Score -369672.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -369756.750000 Penalty: 3987.901855
	Iteration 7Q: 3 clusters Score -369756.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -369818.906250 Penalty: 3987.901855
	Iteration 8Q: 3 clusters Score -369818.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -369870.437500 Penalty: 3987.901855
	Iteration 9Q: 3 clusters Score -369870.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -369921.437500 Penalty: 3987.901855
	Iteration 10Q: 3 clusters Score -369921.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -369970.343750 Penalty: 3987.901855
	Iteration 11Q: 3 clusters Score -369970.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -370004.250000 Penalty: 3987.901855
	Iteration 12Q: 3 clusters Score -370004.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -370048.968750 Penalty: 3987.901855
	Iteration 13Q: 3 clusters Score -370049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -370092.812500 Penalty: 3987.901855
	Iteration 14Q: 3 clusters Score -370092.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -370134.375000 Penalty: 3987.901855
	Iteration 15Q: 3 clusters Score -370134.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -370209.281250 Penalty: 3987.901855
	Iteration 16Q: 3 clusters Score -370209.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -370330.875000 Penalty: 3987.901855
	Iteration 17Q: 3 clusters Score -370330.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -370486.906250 Penalty: 3987.901855
	Iteration 18Q: 3 clusters Score -370486.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -370644.000000 Penalty: 3987.901855
	Iteration 19Q: 3 clusters Score -370644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -370753.125000 Penalty: 3987.901855
	Iteration 20F: 3 clusters Score -370753.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -370825.468750 Penalty: 3987.901855
	Iteration 21Q: 3 clusters Score -370825.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -370869.187500 Penalty: 3987.901855
	Iteration 22Q: 3 clusters Score -370869.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -370893.968750 Penalty: 3987.901855
	Iteration 23Q: 3 clusters Score -370894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370906.187500 Penalty: 3987.901855
	Iteration 24Q: 3 clusters Score -370906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -370911.093750 Penalty: 3987.901855
	Iteration 25Q: 3 clusters Score -370911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -370916.593750 Penalty: 3987.901855
	Iteration 26Q: 3 clusters Score -370916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -370918.562500 Penalty: 3987.901855
	Iteration 27Q: 3 clusters Score -370918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -370921.000000 Penalty: 3987.901855
	Iteration 28Q: 3 clusters Score -370921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -370922.812500 Penalty: 3987.901855
	Iteration 29Q: 3 clusters Score -370922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -370923.937500 Penalty: 3987.901855
	Iteration 30Q: 3 clusters Score -370923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -370923.906250 Penalty: 3987.901855
	Iteration 31Q: 3 clusters Score -370923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -370925.312500 Penalty: 3987.901855
	Iteration 32Q: 3 clusters Score -370925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -370924.500000 Penalty: 3987.901855
	Iteration 33Q: 3 clusters Score -370924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -370924.500000 Penalty: 3987.901855
	Iteration 34F: 3 clusters Score -370924.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -774273.187500 Penalty: 2183.918945
	Iteration 0F: 2 clusters Score -774273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -768721.312500 Penalty: 4367.837891
	Iteration 0F: 3 clusters Score -768721.3 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -770144.625000 Penalty: 4367.837891
	Iteration 1F: 3 clusters Score -770144.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -770394.937500 Penalty: 4367.837891
	Iteration 2F: 3 clusters Score -770394.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -770645.625000 Penalty: 4367.837891
	Iteration 3F: 3 clusters Score -770645.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -770872.812500 Penalty: 4367.837891
	Iteration 4F: 3 clusters Score -770872.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -771051.125000 Penalty: 4367.837891
	Iteration 5Q: 3 clusters Score -771051.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -771195.812500 Penalty: 4367.837891
	Iteration 6Q: 3 clusters Score -771195.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -771354.437500 Penalty: 4367.837891
	Iteration 7Q: 3 clusters Score -771354.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -771492.437500 Penalty: 4367.837891
	Iteration 8Q: 3 clusters Score -771492.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -771611.125000 Penalty: 4367.837891
	Iteration 9Q: 3 clusters Score -771611.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -771723.750000 Penalty: 4367.837891
	Iteration 10Q: 3 clusters Score -771723.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -771823.250000 Penalty: 4367.837891
	Iteration 11Q: 3 clusters Score -771823.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -771943.312500 Penalty: 4367.837891
	Iteration 12Q: 3 clusters Score -771943.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -772053.375000 Penalty: 4367.837891
	Iteration 13Q: 3 clusters Score -772053.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -772153.250000 Penalty: 4367.837891
	Iteration 14Q: 3 clusters Score -772153.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -772246.750000 Penalty: 4367.837891
	Iteration 15Q: 3 clusters Score -772246.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -772326.750000 Penalty: 4367.837891
	Iteration 16Q: 3 clusters Score -772326.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -772394.500000 Penalty: 4367.837891
	Iteration 17Q: 3 clusters Score -772394.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -772451.625000 Penalty: 4367.837891
	Iteration 18Q: 3 clusters Score -772451.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -772508.000000 Penalty: 4367.837891
	Iteration 19Q: 3 clusters Score -772508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -772549.187500 Penalty: 4367.837891
	Iteration 20F: 3 clusters Score -772549.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -772581.375000 Penalty: 4367.837891
	Iteration 21Q: 3 clusters Score -772581.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -772617.375000 Penalty: 4367.837891
	Iteration 22Q: 3 clusters Score -772617.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -772655.625000 Penalty: 4367.837891
	Iteration 23Q: 3 clusters Score -772655.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -772700.437500 Penalty: 4367.837891
	Iteration 24Q: 3 clusters Score -772700.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -772742.562500 Penalty: 4367.837891
	Iteration 25Q: 3 clusters Score -772742.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -772775.812500 Penalty: 4367.837891
	Iteration 26Q: 3 clusters Score -772775.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -772792.125000 Penalty: 4367.837891
	Iteration 27Q: 3 clusters Score -772792.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -772804.937500 Penalty: 4367.837891
	Iteration 28Q: 3 clusters Score -772804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -772820.875000 Penalty: 4367.837891
	Iteration 29Q: 3 clusters Score -772820.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -772832.625000 Penalty: 4367.837891
	Iteration 30Q: 3 clusters Score -772832.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -772838.937500 Penalty: 4367.837891
	Iteration 31Q: 3 clusters Score -772838.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -772854.750000 Penalty: 4367.837891
	Iteration 32Q: 3 clusters Score -772854.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -772863.000000 Penalty: 4367.837891
	Iteration 33Q: 3 clusters Score -772863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -772872.812500 Penalty: 4367.837891
	Iteration 34Q: 3 clusters Score -772872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -772875.625000 Penalty: 4367.837891
	Iteration 35Q: 3 clusters Score -772875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -772879.125000 Penalty: 4367.837891
	Iteration 36Q: 3 clusters Score -772879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -772878.875000 Penalty: 4367.837891
	Iteration 37Q: 3 clusters Score -772878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -772880.375000 Penalty: 4367.837891
	Iteration 38Q: 3 clusters Score -772880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -772881.625000 Penalty: 4367.837891
	Iteration 39Q: 3 clusters Score -772881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -772884.937500 Penalty: 4367.837891
	Iteration 40F: 3 clusters Score -772884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -772884.000000 Penalty: 4367.837891
	Iteration 41Q: 3 clusters Score -772884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -772884.000000 Penalty: 4367.837891
	Iteration 42F: 3 clusters Score -772884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161902 members 
Entering Unmasked Estep 
Score: -20127232.000000 Penalty: 2974.697021
	Iteration 0F: 2 clusters Score -2.012723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 81165 members 
Entering Unmasked Estep 
Score: -20020212.000000 Penalty: 5949.394043
	Iteration 0F: 3 clusters Score -2.002021e+07 nChanged 77363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -20065640.000000 Penalty: 5949.394043
	Iteration 1F: 3 clusters Score -2.006564e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -20067286.000000 Penalty: 5949.394043
	Iteration 2Q: 3 clusters Score -2.006729e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -20069630.000000 Penalty: 5949.394043
	Iteration 3Q: 3 clusters Score -2.006963e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -20072780.000000 Penalty: 5949.394043
	Iteration 4Q: 3 clusters Score -2.007278e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -20077058.000000 Penalty: 5949.394043
	Iteration 5F: 3 clusters Score -2.007706e+07 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -20082582.000000 Penalty: 5949.394043
	Iteration 6F: 3 clusters Score -2.008258e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 104492 members 
Entering Unmasked Estep 
Score: -20089576.000000 Penalty: 5949.394043
	Iteration 7F: 3 clusters Score -2.008958e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 113104 members 
Entering Unmasked Estep 
Score: -20098178.000000 Penalty: 5949.394043
	Iteration 8F: 3 clusters Score -2.009818e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -20106564.000000 Penalty: 5949.394043
	Iteration 9F: 3 clusters Score -2.010656e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
Score: -20112872.000000 Penalty: 5949.394043
	Iteration 10F: 3 clusters Score -2.011287e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -20116752.000000 Penalty: 5949.394043
	Iteration 11Q: 3 clusters Score -2.011675e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -20118950.000000 Penalty: 5949.394043
	Iteration 12Q: 3 clusters Score -2.011895e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 139106 members 
Entering Unmasked Estep 
Score: -20120524.000000 Penalty: 5949.394043
	Iteration 13Q: 3 clusters Score -2.012052e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -20121562.000000 Penalty: 5949.394043
	Iteration 14Q: 3 clusters Score -2.012156e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 143233 members 
Entering Unmasked Estep 
Score: -20122326.000000 Penalty: 5949.394043
	Iteration 15Q: 3 clusters Score -2.012233e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -20122896.000000 Penalty: 5949.394043
	Iteration 16Q: 3 clusters Score -2.01229e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 146534 members 
Entering Unmasked Estep 
Score: -20123346.000000 Penalty: 5949.394043
	Iteration 17Q: 3 clusters Score -2.012335e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -20123838.000000 Penalty: 5949.394043
	Iteration 18Q: 3 clusters Score -2.012384e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 149269 members 
Entering Unmasked Estep 
Score: -20124184.000000 Penalty: 5949.394043
	Iteration 19Q: 3 clusters Score -2.012418e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -20124484.000000 Penalty: 5949.394043
	Iteration 20F: 3 clusters Score -2.012448e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 151379 members 
Entering Unmasked Estep 
Score: -20124638.000000 Penalty: 5949.394043
	Iteration 21Q: 3 clusters Score -2.012464e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 152327 members 
Entering Unmasked Estep 
Score: -20124874.000000 Penalty: 5949.394043
	Iteration 22Q: 3 clusters Score -2.012487e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -20125056.000000 Penalty: 5949.394043
	Iteration 23Q: 3 clusters Score -2.012506e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -20125168.000000 Penalty: 5949.394043
	Iteration 24Q: 3 clusters Score -2.012517e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 154503 members 
Entering Unmasked Estep 
Score: -20125238.000000 Penalty: 5949.394043
	Iteration 25Q: 3 clusters Score -2.012524e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -20125290.000000 Penalty: 5949.394043
	Iteration 26Q: 3 clusters Score -2.012529e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 155493 members 
Entering Unmasked Estep 
Score: -20125328.000000 Penalty: 5949.394043
	Iteration 27Q: 3 clusters Score -2.012533e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -20125406.000000 Penalty: 5949.394043
	Iteration 28Q: 3 clusters Score -2.012541e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -20125422.000000 Penalty: 5949.394043
	Iteration 29Q: 3 clusters Score -2.012542e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -20125498.000000 Penalty: 5949.394043
	Iteration 30Q: 3 clusters Score -2.01255e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 156802 members 
Entering Unmasked Estep 
Score: -20125462.000000 Penalty: 5949.394043
	Iteration 31Q: 3 clusters Score -2.012546e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -20125516.000000 Penalty: 5949.394043
	Iteration 32Q: 3 clusters Score -2.012552e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -20125530.000000 Penalty: 5949.394043
	Iteration 33Q: 3 clusters Score -2.012553e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 157405 members 
Entering Unmasked Estep 
Score: -20125554.000000 Penalty: 5949.394043
	Iteration 34Q: 3 clusters Score -2.012555e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -20125630.000000 Penalty: 5949.394043
	Iteration 35Q: 3 clusters Score -2.012563e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -20125638.000000 Penalty: 5949.394043
	Iteration 36Q: 3 clusters Score -2.012564e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 157834 members 
Entering Unmasked Estep 
Score: -20125652.000000 Penalty: 5949.394043
	Iteration 37Q: 3 clusters Score -2.012565e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -20125680.000000 Penalty: 5949.394043
	Iteration 38Q: 3 clusters Score -2.012568e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 157994 members 
Entering Unmasked Estep 
Score: -20125676.000000 Penalty: 5949.394043
	Iteration 39Q: 3 clusters Score -2.012568e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -20125668.000000 Penalty: 5949.394043
	Iteration 40F: 3 clusters Score -2.012567e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 158130 members 
Entering Unmasked Estep 
Score: -20125670.000000 Penalty: 5949.394043
	Iteration 41Q: 3 clusters Score -2.012567e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 158180 members 
Entering Unmasked Estep 
Score: -20125656.000000 Penalty: 5949.394043
	Iteration 42Q: 3 clusters Score -2.012566e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -20125670.000000 Penalty: 5949.394043
	Iteration 43Q: 3 clusters Score -2.012567e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 158318 members 
Entering Unmasked Estep 
Score: -20125692.000000 Penalty: 5949.394043
	Iteration 44Q: 3 clusters Score -2.012569e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -20125702.000000 Penalty: 5949.394043
	Iteration 45Q: 3 clusters Score -2.01257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -20125696.000000 Penalty: 5949.394043
	Iteration 46Q: 3 clusters Score -2.01257e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 158504 members 
Entering Unmasked Estep 
Score: -20125682.000000 Penalty: 5949.394043
	Iteration 47Q: 3 clusters Score -2.012568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -20125696.000000 Penalty: 5949.394043
	Iteration 48Q: 3 clusters Score -2.01257e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 158589 members 
Entering Unmasked Estep 
Score: -20125680.000000 Penalty: 5949.394043
	Iteration 49Q: 3 clusters Score -2.012568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 158620 members 
Entering Unmasked Estep 
Score: -20125720.000000 Penalty: 5949.394043
	Iteration 50Q: 3 clusters Score -2.012572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 158651 members 
Entering Unmasked Estep 
Score: -20125716.000000 Penalty: 5949.394043
	Iteration 51Q: 3 clusters Score -2.012572e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 158675 members 
Entering Unmasked Estep 
Score: -20125710.000000 Penalty: 5949.394043
	Iteration 52Q: 3 clusters Score -2.012571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 53Q: 3 clusters Score -2.012573e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 158732 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 54Q: 3 clusters Score -2.012573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 158759 members 
Entering Unmasked Estep 
Score: -20125736.000000 Penalty: 5949.394043
	Iteration 55Q: 3 clusters Score -2.012574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 158777 members 
Entering Unmasked Estep 
Score: -20125724.000000 Penalty: 5949.394043
	Iteration 56Q: 3 clusters Score -2.012572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 57Q: 3 clusters Score -2.012573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 158802 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 58Q: 3 clusters Score -2.012573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 158818 members 
Entering Unmasked Estep 
Score: -20125716.000000 Penalty: 5949.394043
	Iteration 59Q: 3 clusters Score -2.012572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -20125720.000000 Penalty: 5949.394043
	Iteration 60F: 3 clusters Score -2.012572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -20125720.000000 Penalty: 5949.394043
	Iteration 61Q: 3 clusters Score -2.012572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -20125702.000000 Penalty: 5949.394043
	Iteration 62Q: 3 clusters Score -2.01257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 158857 members 
Entering Unmasked Estep 
Score: -20125720.000000 Penalty: 5949.394043
	Iteration 63Q: 3 clusters Score -2.012572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 158863 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 64Q: 3 clusters Score -2.012573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 158864 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 65Q: 3 clusters Score -2.012573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 158866 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 66Q: 3 clusters Score -2.012573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -20125730.000000 Penalty: 5949.394043
	Iteration 67Q: 3 clusters Score -2.012573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 158869 members 
Entering Unmasked Estep 
Score: -20125718.000000 Penalty: 5949.394043
	Iteration 68Q: 3 clusters Score -2.012572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -20125714.000000 Penalty: 5949.394043
	Iteration 69Q: 3 clusters Score -2.012571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -20125718.000000 Penalty: 5949.394043
	Iteration 70Q: 3 clusters Score -2.012572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 71Q: 3 clusters Score -2.012573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 158881 members 
Entering Unmasked Estep 
Score: -20125710.000000 Penalty: 5949.394043
	Iteration 72Q: 3 clusters Score -2.012571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 158883 members 
Entering Unmasked Estep 
Score: -20125710.000000 Penalty: 5949.394043
	Iteration 73Q: 3 clusters Score -2.012571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 158886 members 
Entering Unmasked Estep 
Score: -20125716.000000 Penalty: 5949.394043
	Iteration 74Q: 3 clusters Score -2.012572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -20125724.000000 Penalty: 5949.394043
	Iteration 75Q: 3 clusters Score -2.012572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 158891 members 
Entering Unmasked Estep 
Score: -20125708.000000 Penalty: 5949.394043
	Iteration 76Q: 3 clusters Score -2.012571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -20125702.000000 Penalty: 5949.394043
	Iteration 77Q: 3 clusters Score -2.01257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 158896 members 
Entering Unmasked Estep 
Score: -20125708.000000 Penalty: 5949.394043
	Iteration 78Q: 3 clusters Score -2.012571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 158897 members 
Entering Unmasked Estep 
Score: -20125714.000000 Penalty: 5949.394043
	Iteration 79Q: 3 clusters Score -2.012571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -20125716.000000 Penalty: 5949.394043
	Iteration 80F: 3 clusters Score -2.012572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -20125716.000000 Penalty: 5949.394043
	Iteration 81Q: 3 clusters Score -2.012572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 158900 members 
Entering Unmasked Estep 
Score: -20125712.000000 Penalty: 5949.394043
	Iteration 82Q: 3 clusters Score -2.012571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -20125730.000000 Penalty: 5949.394043
	Iteration 83Q: 3 clusters Score -2.012573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -20125734.000000 Penalty: 5949.394043
	Iteration 84Q: 3 clusters Score -2.012573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -20125728.000000 Penalty: 5949.394043
	Iteration 85Q: 3 clusters Score -2.012573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -20125728.000000 Penalty: 5949.394043
	Iteration 86Q: 3 clusters Score -2.012573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 158909 members 
Entering Unmasked Estep 
Score: -20125726.000000 Penalty: 5949.394043
	Iteration 87Q: 3 clusters Score -2.012573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 158914 members 
Entering Unmasked Estep 
Score: -20125722.000000 Penalty: 5949.394043
	Iteration 88Q: 3 clusters Score -2.012572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 158918 members 
Entering Unmasked Estep 
Score: -20125736.000000 Penalty: 5949.394043
	Iteration 89Q: 3 clusters Score -2.012574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 158922 members 
Entering Unmasked Estep 
Score: -20125744.000000 Penalty: 5949.394043
	Iteration 90Q: 3 clusters Score -2.012574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 158930 members 
Entering Unmasked Estep 
Score: -20125720.000000 Penalty: 5949.394043
	Iteration 91Q: 3 clusters Score -2.012572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 158940 members 
Entering Unmasked Estep 
Score: -20125732.000000 Penalty: 5949.394043
	Iteration 92Q: 3 clusters Score -2.012573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -20125740.000000 Penalty: 5949.394043
	Iteration 93Q: 3 clusters Score -2.012574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -20125740.000000 Penalty: 5949.394043
	Iteration 94Q: 3 clusters Score -2.012574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -20125748.000000 Penalty: 5949.394043
	Iteration 95Q: 3 clusters Score -2.012575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 158968 members 
Entering Unmasked Estep 
Score: -20125754.000000 Penalty: 5949.394043
	Iteration 96Q: 3 clusters Score -2.012575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 158972 members 
Entering Unmasked Estep 
Score: -20125764.000000 Penalty: 5949.394043
	Iteration 97Q: 3 clusters Score -2.012576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -20125754.000000 Penalty: 5949.394043
	Iteration 98Q: 3 clusters Score -2.012575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -20125774.000000 Penalty: 5949.394043
	Iteration 99Q: 3 clusters Score -2.012577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 158984 members 
Entering Unmasked Estep 
Score: -20125762.000000 Penalty: 5949.394043
	Iteration 100F: 3 clusters Score -2.012576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -20125742.000000 Penalty: 5949.394043
	Iteration 101Q: 3 clusters Score -2.012574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 158995 members 
Entering Unmasked Estep 
Score: -20125744.000000 Penalty: 5949.394043
	Iteration 102Q: 3 clusters Score -2.012574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -20125760.000000 Penalty: 5949.394043
	Iteration 103Q: 3 clusters Score -2.012576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -20125760.000000 Penalty: 5949.394043
	Iteration 104Q: 3 clusters Score -2.012576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 159009 members 
Entering Unmasked Estep 
Score: -20125752.000000 Penalty: 5949.394043
	Iteration 105Q: 3 clusters Score -2.012575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 159013 members 
Entering Unmasked Estep 
Score: -20125748.000000 Penalty: 5949.394043
	Iteration 106Q: 3 clusters Score -2.012575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 159017 members 
Entering Unmasked Estep 
Score: -20125764.000000 Penalty: 5949.394043
	Iteration 107Q: 3 clusters Score -2.012576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 159020 members 
Entering Unmasked Estep 
Score: -20125776.000000 Penalty: 5949.394043
	Iteration 108Q: 3 clusters Score -2.012578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -20125772.000000 Penalty: 5949.394043
	Iteration 109Q: 3 clusters Score -2.012577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 159029 members 
Entering Unmasked Estep 
Score: -20125790.000000 Penalty: 5949.394043
	Iteration 110Q: 3 clusters Score -2.012579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 159032 members 
Entering Unmasked Estep 
Score: -20125786.000000 Penalty: 5949.394043
	Iteration 111Q: 3 clusters Score -2.012579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -20125788.000000 Penalty: 5949.394043
	Iteration 112Q: 3 clusters Score -2.012579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 159034 members 
Entering Unmasked Estep 
Score: -20125788.000000 Penalty: 5949.394043
	Iteration 113Q: 3 clusters Score -2.012579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 159035 members 
Entering Unmasked Estep 
Score: -20125788.000000 Penalty: 5949.394043
	Iteration 114Q: 3 clusters Score -2.012579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 159036 members 
Entering Unmasked Estep 
Score: -20125780.000000 Penalty: 5949.394043
	Iteration 115Q: 3 clusters Score -2.012578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -20125782.000000 Penalty: 5949.394043
	Iteration 116Q: 3 clusters Score -2.012578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 159042 members 
Entering Unmasked Estep 
Score: -20125782.000000 Penalty: 5949.394043
	Iteration 117Q: 3 clusters Score -2.012578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 159046 members 
Entering Unmasked Estep 
Score: -20125780.000000 Penalty: 5949.394043
	Iteration 118Q: 3 clusters Score -2.012578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 159052 members 
Entering Unmasked Estep 
Score: -20125794.000000 Penalty: 5949.394043
	Iteration 119Q: 3 clusters Score -2.012579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 159055 members 
Entering Unmasked Estep 
Score: -20125790.000000 Penalty: 5949.394043
	Iteration 120F: 3 clusters Score -2.012579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -20125788.000000 Penalty: 5949.394043
	Iteration 121Q: 3 clusters Score -2.012579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -20125782.000000 Penalty: 5949.394043
	Iteration 122Q: 3 clusters Score -2.012578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -20125782.000000 Penalty: 5949.394043
	Iteration 123F: 3 clusters Score -2.012578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187398 members 
Entering Unmasked Estep 
Score: -22994096.000000 Penalty: 3010.965576
	Iteration 0F: 2 clusters Score -2.29941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -22870514.000000 Penalty: 6021.931152
	Iteration 0F: 3 clusters Score -2.287051e+07 nChanged 90001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -22922790.000000 Penalty: 6021.931152
	Iteration 1F: 3 clusters Score -2.292279e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -22923572.000000 Penalty: 6021.931152
	Iteration 2Q: 3 clusters Score -2.292357e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101434 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -22924416.000000 Penalty: 6021.931152
	Iteration 3Q: 3 clusters Score -2.292442e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105744 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -22925728.000000 Penalty: 6021.931152
	Iteration 4Q: 3 clusters Score -2.292573e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112318 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -22928432.000000 Penalty: 6021.931152
	Iteration 5Q: 3 clusters Score -2.292843e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -22933424.000000 Penalty: 6021.931152
	Iteration 6F: 3 clusters Score -2.293342e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136170 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -22943370.000000 Penalty: 6021.931152
	Iteration 7F: 3 clusters Score -2.294337e+07 nChanged 17536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -22959248.000000 Penalty: 6021.931152
	Iteration 8F: 3 clusters Score -2.295925e+07 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171294 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -22976774.000000 Penalty: 6021.931152
	Iteration 9F: 3 clusters Score -2.297677e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182475 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -22987330.000000 Penalty: 6021.931152
	Iteration 10F: 3 clusters Score -2.298733e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186367 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22990468.000000 Penalty: 6021.931152
	Iteration 11Q: 3 clusters Score -2.299047e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22991100.000000 Penalty: 6021.931152
	Iteration 12Q: 3 clusters Score -2.29911e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187232 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22991244.000000 Penalty: 6021.931152
	Iteration 13Q: 3 clusters Score -2.299124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187263 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22991330.000000 Penalty: 6021.931152
	Iteration 14Q: 3 clusters Score -2.299133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22991360.000000 Penalty: 6021.931152
	Iteration 15Q: 3 clusters Score -2.299136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22991386.000000 Penalty: 6021.931152
	Iteration 16Q: 3 clusters Score -2.299139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22991390.000000 Penalty: 6021.931152
	Iteration 17Q: 3 clusters Score -2.299139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22991404.000000 Penalty: 6021.931152
	Iteration 18Q: 3 clusters Score -2.29914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22991412.000000 Penalty: 6021.931152
	Iteration 19Q: 3 clusters Score -2.299141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22991408.000000 Penalty: 6021.931152
	Iteration 20F: 3 clusters Score -2.299141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187278 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22991402.000000 Penalty: 6021.931152
	Iteration 21Q: 3 clusters Score -2.29914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22991412.000000 Penalty: 6021.931152
	Iteration 22Q: 3 clusters Score -2.299141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22991412.000000 Penalty: 6021.931152
	Iteration 23F: 3 clusters Score -2.299141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -702169.062500 Penalty: 2137.787354
	Iteration 0F: 2 clusters Score -702169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -697314.312500 Penalty: 4275.574707
	Iteration 0F: 3 clusters Score -697314.3 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -698501.562500 Penalty: 4275.574707
	Iteration 1F: 3 clusters Score -698501.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -698726.500000 Penalty: 4275.574707
	Iteration 2F: 3 clusters Score -698726.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -698851.875000 Penalty: 4275.574707
	Iteration 3Q: 3 clusters Score -698851.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -698919.687500 Penalty: 4275.574707
	Iteration 4Q: 3 clusters Score -698919.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -698969.250000 Penalty: 4275.574707
	Iteration 5Q: 3 clusters Score -698969.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -699003.562500 Penalty: 4275.574707
	Iteration 6Q: 3 clusters Score -699003.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -699034.125000 Penalty: 4275.574707
	Iteration 7Q: 3 clusters Score -699034.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -699060.375000 Penalty: 4275.574707
	Iteration 8Q: 3 clusters Score -699060.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -699082.437500 Penalty: 4275.574707
	Iteration 9Q: 3 clusters Score -699082.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -699100.500000 Penalty: 4275.574707
	Iteration 10Q: 3 clusters Score -699100.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -699120.875000 Penalty: 4275.574707
	Iteration 11Q: 3 clusters Score -699120.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -699144.187500 Penalty: 4275.574707
	Iteration 12Q: 3 clusters Score -699144.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -699165.437500 Penalty: 4275.574707
	Iteration 13Q: 3 clusters Score -699165.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -699188.250000 Penalty: 4275.574707
	Iteration 14Q: 3 clusters Score -699188.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -699212.875000 Penalty: 4275.574707
	Iteration 15Q: 3 clusters Score -699212.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -699236.625000 Penalty: 4275.574707
	Iteration 16Q: 3 clusters Score -699236.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -699257.812500 Penalty: 4275.574707
	Iteration 17Q: 3 clusters Score -699257.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -699281.437500 Penalty: 4275.574707
	Iteration 18Q: 3 clusters Score -699281.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -699304.000000 Penalty: 4275.574707
	Iteration 19Q: 3 clusters Score -699304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -699334.937500 Penalty: 4275.574707
	Iteration 20F: 3 clusters Score -699334.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -699370.937500 Penalty: 4275.574707
	Iteration 21Q: 3 clusters Score -699370.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -699410.375000 Penalty: 4275.574707
	Iteration 22Q: 3 clusters Score -699410.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -699457.875000 Penalty: 4275.574707
	Iteration 23Q: 3 clusters Score -699457.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -699504.875000 Penalty: 4275.574707
	Iteration 24Q: 3 clusters Score -699504.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -699559.375000 Penalty: 4275.574707
	Iteration 25Q: 3 clusters Score -699559.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -699611.625000 Penalty: 4275.574707
	Iteration 26Q: 3 clusters Score -699611.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -699656.375000 Penalty: 4275.574707
	Iteration 27Q: 3 clusters Score -699656.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -699700.750000 Penalty: 4275.574707
	Iteration 28Q: 3 clusters Score -699700.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -699739.250000 Penalty: 4275.574707
	Iteration 29Q: 3 clusters Score -699739.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -699770.187500 Penalty: 4275.574707
	Iteration 30Q: 3 clusters Score -699770.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -699800.750000 Penalty: 4275.574707
	Iteration 31Q: 3 clusters Score -699800.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -699843.375000 Penalty: 4275.574707
	Iteration 32Q: 3 clusters Score -699843.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -699881.187500 Penalty: 4275.574707
	Iteration 33Q: 3 clusters Score -699881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -699916.937500 Penalty: 4275.574707
	Iteration 34Q: 3 clusters Score -699916.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -699945.062500 Penalty: 4275.574707
	Iteration 35Q: 3 clusters Score -699945.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -699978.125000 Penalty: 4275.574707
	Iteration 36Q: 3 clusters Score -699978.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -700006.312500 Penalty: 4275.574707
	Iteration 37Q: 3 clusters Score -700006.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -700029.437500 Penalty: 4275.574707
	Iteration 38Q: 3 clusters Score -700029.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -700051.125000 Penalty: 4275.574707
	Iteration 39Q: 3 clusters Score -700051.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -700062.875000 Penalty: 4275.574707
	Iteration 40F: 3 clusters Score -700062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -700079.437500 Penalty: 4275.574707
	Iteration 41Q: 3 clusters Score -700079.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -700091.375000 Penalty: 4275.574707
	Iteration 42Q: 3 clusters Score -700091.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -700108.437500 Penalty: 4275.574707
	Iteration 43Q: 3 clusters Score -700108.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -700117.562500 Penalty: 4275.574707
	Iteration 44Q: 3 clusters Score -700117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -700131.437500 Penalty: 4275.574707
	Iteration 45Q: 3 clusters Score -700131.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -700144.125000 Penalty: 4275.574707
	Iteration 46Q: 3 clusters Score -700144.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -700160.250000 Penalty: 4275.574707
	Iteration 47Q: 3 clusters Score -700160.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -700173.000000 Penalty: 4275.574707
	Iteration 48Q: 3 clusters Score -700173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -700183.375000 Penalty: 4275.574707
	Iteration 49Q: 3 clusters Score -700183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -700189.125000 Penalty: 4275.574707
	Iteration 50Q: 3 clusters Score -700189.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -700197.312500 Penalty: 4275.574707
	Iteration 51Q: 3 clusters Score -700197.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -700211.375000 Penalty: 4275.574707
	Iteration 52Q: 3 clusters Score -700211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -700217.937500 Penalty: 4275.574707
	Iteration 53Q: 3 clusters Score -700217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -700224.312500 Penalty: 4275.574707
	Iteration 54Q: 3 clusters Score -700224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -700230.875000 Penalty: 4275.574707
	Iteration 55Q: 3 clusters Score -700230.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -700239.250000 Penalty: 4275.574707
	Iteration 56Q: 3 clusters Score -700239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -700246.000000 Penalty: 4275.574707
	Iteration 57Q: 3 clusters Score -700246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -700257.500000 Penalty: 4275.574707
	Iteration 58Q: 3 clusters Score -700257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -700266.375000 Penalty: 4275.574707
	Iteration 59Q: 3 clusters Score -700266.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -700269.687500 Penalty: 4275.574707
	Iteration 60F: 3 clusters Score -700269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -700274.187500 Penalty: 4275.574707
	Iteration 61Q: 3 clusters Score -700274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -700277.312500 Penalty: 4275.574707
	Iteration 62Q: 3 clusters Score -700277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -700279.375000 Penalty: 4275.574707
	Iteration 63Q: 3 clusters Score -700279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -700280.437500 Penalty: 4275.574707
	Iteration 64Q: 3 clusters Score -700280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -700281.125000 Penalty: 4275.574707
	Iteration 65Q: 3 clusters Score -700281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -700281.125000 Penalty: 4275.574707
	Iteration 66F: 3 clusters Score -700281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Entering Unmasked Estep 
Score: -7246645.000000 Penalty: 2721.588135
	Iteration 0F: 2 clusters Score -7246645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7207463.000000 Penalty: 5443.176270
	Iteration 0F: 3 clusters Score -7207463 nChanged 27072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -7222224.000000 Penalty: 5443.176270
	Iteration 1F: 3 clusters Score -7222224 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -7222755.000000 Penalty: 5443.176270
	Iteration 2Q: 3 clusters Score -7222755 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -7223330.000000 Penalty: 5443.176270
	Iteration 3Q: 3 clusters Score -7223330 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -7223902.500000 Penalty: 5443.176270
	Iteration 4Q: 3 clusters Score -7223902 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7224554.500000 Penalty: 5443.176270
	Iteration 5Q: 3 clusters Score -7224554 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -7225390.000000 Penalty: 5443.176270
	Iteration 6Q: 3 clusters Score -7225390 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -7226577.500000 Penalty: 5443.176270
	Iteration 7Q: 3 clusters Score -7226578 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7228474.500000 Penalty: 5443.176270
	Iteration 8F: 3 clusters Score -7228474 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -7231418.500000 Penalty: 5443.176270
	Iteration 9F: 3 clusters Score -7231418 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -7235367.500000 Penalty: 5443.176270
	Iteration 10F: 3 clusters Score -7235368 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7239376.500000 Penalty: 5443.176270
	Iteration 11F: 3 clusters Score -7239376 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7241995.500000 Penalty: 5443.176270
	Iteration 12Q: 3 clusters Score -7241996 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7243334.000000 Penalty: 5443.176270
	Iteration 13Q: 3 clusters Score -7243334 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -7243926.500000 Penalty: 5443.176270
	Iteration 14Q: 3 clusters Score -7243926 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -7244176.500000 Penalty: 5443.176270
	Iteration 15Q: 3 clusters Score -7244176 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -7244304.500000 Penalty: 5443.176270
	Iteration 16Q: 3 clusters Score -7244304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -7244364.500000 Penalty: 5443.176270
	Iteration 17Q: 3 clusters Score -7244364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -7244400.500000 Penalty: 5443.176270
	Iteration 18Q: 3 clusters Score -7244400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7244423.000000 Penalty: 5443.176270
	Iteration 19Q: 3 clusters Score -7244423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -7244439.000000 Penalty: 5443.176270
	Iteration 20F: 3 clusters Score -7244439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -7244460.500000 Penalty: 5443.176270
	Iteration 21Q: 3 clusters Score -7244460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7244478.500000 Penalty: 5443.176270
	Iteration 22Q: 3 clusters Score -7244478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -7244478.500000 Penalty: 5443.176270
	Iteration 23Q: 3 clusters Score -7244478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
Score: -7244484.500000 Penalty: 5443.176270
	Iteration 24Q: 3 clusters Score -7244484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -7244497.000000 Penalty: 5443.176270
	Iteration 25Q: 3 clusters Score -7244497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7244496.500000 Penalty: 5443.176270
	Iteration 26Q: 3 clusters Score -7244496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -7244496.500000 Penalty: 5443.176270
	Iteration 27Q: 3 clusters Score -7244496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7244500.500000 Penalty: 5443.176270
	Iteration 28Q: 3 clusters Score -7244500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -7244501.500000 Penalty: 5443.176270
	Iteration 29Q: 3 clusters Score -7244502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 57695 members 
Entering Unmasked Estep 
Score: -7244504.000000 Penalty: 5443.176270
	Iteration 30Q: 3 clusters Score -7244504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7244500.500000 Penalty: 5443.176270
	Iteration 31Q: 3 clusters Score -7244500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -7244503.000000 Penalty: 5443.176270
	Iteration 32Q: 3 clusters Score -7244503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7244511.500000 Penalty: 5443.176270
	Iteration 33Q: 3 clusters Score -7244512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -7244511.500000 Penalty: 5443.176270
	Iteration 34Q: 3 clusters Score -7244512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -7244511.000000 Penalty: 5443.176270
	Iteration 35Q: 3 clusters Score -7244511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -7244511.000000 Penalty: 5443.176270
	Iteration 36Q: 3 clusters Score -7244511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -7244517.000000 Penalty: 5443.176270
	Iteration 37Q: 3 clusters Score -7244517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7244516.500000 Penalty: 5443.176270
	Iteration 38Q: 3 clusters Score -7244516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7244518.000000 Penalty: 5443.176270
	Iteration 39Q: 3 clusters Score -7244518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -7244518.000000 Penalty: 5443.176270
	Iteration 40F: 3 clusters Score -7244518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167339 members 
Entering Unmasked Estep 
Score: -20545054.000000 Penalty: 2982.888672
	Iteration 0F: 2 clusters Score -2.054505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -20435404.000000 Penalty: 5965.777344
	Iteration 0F: 3 clusters Score -2.04354e+07 nChanged 80320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -20481952.000000 Penalty: 5965.777344
	Iteration 1F: 3 clusters Score -2.048195e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -20483288.000000 Penalty: 5965.777344
	Iteration 2Q: 3 clusters Score -2.048329e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -20485216.000000 Penalty: 5965.777344
	Iteration 3Q: 3 clusters Score -2.048522e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 72734 members 
Entering Unmasked Estep 
Score: -20488002.000000 Penalty: 5965.777344
	Iteration 4Q: 3 clusters Score -2.0488e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -20491958.000000 Penalty: 5965.777344
	Iteration 5F: 3 clusters Score -2.049196e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108565 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -20497982.000000 Penalty: 5965.777344
	Iteration 6F: 3 clusters Score -2.049798e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -20506350.000000 Penalty: 5965.777344
	Iteration 7F: 3 clusters Score -2.050635e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -20516200.000000 Penalty: 5965.777344
	Iteration 8F: 3 clusters Score -2.05162e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139779 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -20526186.000000 Penalty: 5965.777344
	Iteration 9F: 3 clusters Score -2.052619e+07 nChanged 8672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -20534246.000000 Penalty: 5965.777344
	Iteration 10F: 3 clusters Score -2.053425e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -20539592.000000 Penalty: 5965.777344
	Iteration 11Q: 3 clusters Score -2.053959e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155053 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -20541796.000000 Penalty: 5965.777344
	Iteration 12Q: 3 clusters Score -2.05418e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -20542680.000000 Penalty: 5965.777344
	Iteration 13Q: 3 clusters Score -2.054268e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -20543222.000000 Penalty: 5965.777344
	Iteration 14Q: 3 clusters Score -2.054322e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -20543420.000000 Penalty: 5965.777344
	Iteration 15Q: 3 clusters Score -2.054342e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -20543570.000000 Penalty: 5965.777344
	Iteration 16Q: 3 clusters Score -2.054357e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159849 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -20543710.000000 Penalty: 5965.777344
	Iteration 17Q: 3 clusters Score -2.054371e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -20543806.000000 Penalty: 5965.777344
	Iteration 18Q: 3 clusters Score -2.054381e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -20543880.000000 Penalty: 5965.777344
	Iteration 19Q: 3 clusters Score -2.054388e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161282 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -20543904.000000 Penalty: 5965.777344
	Iteration 20F: 3 clusters Score -2.05439e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -20543940.000000 Penalty: 5965.777344
	Iteration 21Q: 3 clusters Score -2.054394e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161972 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -20543984.000000 Penalty: 5965.777344
	Iteration 22Q: 3 clusters Score -2.054398e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -20543998.000000 Penalty: 5965.777344
	Iteration 23Q: 3 clusters Score -2.0544e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -20544072.000000 Penalty: 5965.777344
	Iteration 24Q: 3 clusters Score -2.054407e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -20544070.000000 Penalty: 5965.777344
	Iteration 25Q: 3 clusters Score -2.054407e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162840 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -20544126.000000 Penalty: 5965.777344
	Iteration 26Q: 3 clusters Score -2.054413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -20544178.000000 Penalty: 5965.777344
	Iteration 27Q: 3 clusters Score -2.054418e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163055 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -20544146.000000 Penalty: 5965.777344
	Iteration 28Q: 3 clusters Score -2.054415e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163146 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -20544118.000000 Penalty: 5965.777344
	Iteration 29Q: 3 clusters Score -2.054412e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -20544122.000000 Penalty: 5965.777344
	Iteration 30Q: 3 clusters Score -2.054412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163278 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -20544100.000000 Penalty: 5965.777344
	Iteration 31Q: 3 clusters Score -2.05441e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -20544084.000000 Penalty: 5965.777344
	Iteration 32Q: 3 clusters Score -2.054408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163367 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -20544084.000000 Penalty: 5965.777344
	Iteration 33Q: 3 clusters Score -2.054408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -20544096.000000 Penalty: 5965.777344
	Iteration 34Q: 3 clusters Score -2.05441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163435 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -20544090.000000 Penalty: 5965.777344
	Iteration 35Q: 3 clusters Score -2.054409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163456 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -20544084.000000 Penalty: 5965.777344
	Iteration 36Q: 3 clusters Score -2.054408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163474 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -20544070.000000 Penalty: 5965.777344
	Iteration 37Q: 3 clusters Score -2.054407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -20544084.000000 Penalty: 5965.777344
	Iteration 38Q: 3 clusters Score -2.054408e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -20544090.000000 Penalty: 5965.777344
	Iteration 39Q: 3 clusters Score -2.054409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -20544100.000000 Penalty: 5965.777344
	Iteration 40F: 3 clusters Score -2.05441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20544108.000000 Penalty: 5965.777344
	Iteration 41Q: 3 clusters Score -2.054411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163528 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -20544104.000000 Penalty: 5965.777344
	Iteration 42Q: 3 clusters Score -2.05441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163533 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -20544106.000000 Penalty: 5965.777344
	Iteration 43Q: 3 clusters Score -2.054411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -20544106.000000 Penalty: 5965.777344
	Iteration 44Q: 3 clusters Score -2.054411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -20544106.000000 Penalty: 5965.777344
	Iteration 45Q: 3 clusters Score -2.054411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20544112.000000 Penalty: 5965.777344
	Iteration 46Q: 3 clusters Score -2.054411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -20544122.000000 Penalty: 5965.777344
	Iteration 47Q: 3 clusters Score -2.054412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163569 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -20544104.000000 Penalty: 5965.777344
	Iteration 48Q: 3 clusters Score -2.05441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -20544110.000000 Penalty: 5965.777344
	Iteration 49Q: 3 clusters Score -2.054411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -20544096.000000 Penalty: 5965.777344
	Iteration 50Q: 3 clusters Score -2.05441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20544104.000000 Penalty: 5965.777344
	Iteration 51Q: 3 clusters Score -2.05441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163615 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -20544108.000000 Penalty: 5965.777344
	Iteration 52Q: 3 clusters Score -2.054411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163620 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -20544092.000000 Penalty: 5965.777344
	Iteration 53Q: 3 clusters Score -2.054409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -20544096.000000 Penalty: 5965.777344
	Iteration 54Q: 3 clusters Score -2.05441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163629 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -20544118.000000 Penalty: 5965.777344
	Iteration 55Q: 3 clusters Score -2.054412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -20544110.000000 Penalty: 5965.777344
	Iteration 56Q: 3 clusters Score -2.054411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -20544126.000000 Penalty: 5965.777344
	Iteration 57Q: 3 clusters Score -2.054413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -20544122.000000 Penalty: 5965.777344
	Iteration 58Q: 3 clusters Score -2.054412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20544096.000000 Penalty: 5965.777344
	Iteration 59Q: 3 clusters Score -2.05441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -20544104.000000 Penalty: 5965.777344
	Iteration 60F: 3 clusters Score -2.05441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20544102.000000 Penalty: 5965.777344
	Iteration 61Q: 3 clusters Score -2.05441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -20544100.000000 Penalty: 5965.777344
	Iteration 62Q: 3 clusters Score -2.05441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -20544102.000000 Penalty: 5965.777344
	Iteration 63Q: 3 clusters Score -2.05441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -20544100.000000 Penalty: 5965.777344
	Iteration 64Q: 3 clusters Score -2.05441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -20544098.000000 Penalty: 5965.777344
	Iteration 65Q: 3 clusters Score -2.05441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -20544098.000000 Penalty: 5965.777344
	Iteration 66F: 3 clusters Score -2.05441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Entering Unmasked Estep 
Score: -1458364.375000 Penalty: 2329.731201
	Iteration 0F: 2 clusters Score -1458364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1449457.625000 Penalty: 4659.462402
	Iteration 0F: 3 clusters Score -1449458 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1452293.875000 Penalty: 4659.462402
	Iteration 1F: 3 clusters Score -1452294 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1452690.250000 Penalty: 4659.462402
	Iteration 2F: 3 clusters Score -1452690 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1453078.750000 Penalty: 4659.462402
	Iteration 3F: 3 clusters Score -1453079 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1453517.750000 Penalty: 4659.462402
	Iteration 4F: 3 clusters Score -1453518 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1453963.000000 Penalty: 4659.462402
	Iteration 5F: 3 clusters Score -1453963 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1454395.125000 Penalty: 4659.462402
	Iteration 6F: 3 clusters Score -1454395 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1454808.375000 Penalty: 4659.462402
	Iteration 7F: 3 clusters Score -1454808 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1455188.875000 Penalty: 4659.462402
	Iteration 8F: 3 clusters Score -1455189 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1455534.750000 Penalty: 4659.462402
	Iteration 9Q: 3 clusters Score -1455535 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1455821.000000 Penalty: 4659.462402
	Iteration 10Q: 3 clusters Score -1455821 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1456071.375000 Penalty: 4659.462402
	Iteration 11Q: 3 clusters Score -1456071 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1456276.125000 Penalty: 4659.462402
	Iteration 12Q: 3 clusters Score -1456276 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1456443.750000 Penalty: 4659.462402
	Iteration 13Q: 3 clusters Score -1456444 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1456569.875000 Penalty: 4659.462402
	Iteration 14Q: 3 clusters Score -1456570 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1456652.375000 Penalty: 4659.462402
	Iteration 15Q: 3 clusters Score -1456652 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1456715.625000 Penalty: 4659.462402
	Iteration 16Q: 3 clusters Score -1456716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1456782.125000 Penalty: 4659.462402
	Iteration 17Q: 3 clusters Score -1456782 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1456853.375000 Penalty: 4659.462402
	Iteration 18Q: 3 clusters Score -1456853 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1456903.625000 Penalty: 4659.462402
	Iteration 19Q: 3 clusters Score -1456904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1456945.625000 Penalty: 4659.462402
	Iteration 20F: 3 clusters Score -1456946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1456976.000000 Penalty: 4659.462402
	Iteration 21Q: 3 clusters Score -1456976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1457006.500000 Penalty: 4659.462402
	Iteration 22Q: 3 clusters Score -1457006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1457025.875000 Penalty: 4659.462402
	Iteration 23Q: 3 clusters Score -1457026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1457041.500000 Penalty: 4659.462402
	Iteration 24Q: 3 clusters Score -1457042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1457059.500000 Penalty: 4659.462402
	Iteration 25Q: 3 clusters Score -1457060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1457078.125000 Penalty: 4659.462402
	Iteration 26Q: 3 clusters Score -1457078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1457083.625000 Penalty: 4659.462402
	Iteration 27Q: 3 clusters Score -1457084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1457092.500000 Penalty: 4659.462402
	Iteration 28Q: 3 clusters Score -1457092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1457097.000000 Penalty: 4659.462402
	Iteration 29Q: 3 clusters Score -1457097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1457099.000000 Penalty: 4659.462402
	Iteration 30Q: 3 clusters Score -1457099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1457100.000000 Penalty: 4659.462402
	Iteration 31Q: 3 clusters Score -1457100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1457104.750000 Penalty: 4659.462402
	Iteration 32Q: 3 clusters Score -1457105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1457105.500000 Penalty: 4659.462402
	Iteration 33Q: 3 clusters Score -1457106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1457105.000000 Penalty: 4659.462402
	Iteration 34Q: 3 clusters Score -1457105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1457104.750000 Penalty: 4659.462402
	Iteration 35Q: 3 clusters Score -1457105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1457106.625000 Penalty: 4659.462402
	Iteration 36Q: 3 clusters Score -1457107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1457106.125000 Penalty: 4659.462402
	Iteration 37Q: 3 clusters Score -1457106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1457109.875000 Penalty: 4659.462402
	Iteration 38Q: 3 clusters Score -1457110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1457110.750000 Penalty: 4659.462402
	Iteration 39Q: 3 clusters Score -1457111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1457111.625000 Penalty: 4659.462402
	Iteration 40F: 3 clusters Score -1457112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1457112.625000 Penalty: 4659.462402
	Iteration 41Q: 3 clusters Score -1457113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1457113.000000 Penalty: 4659.462402
	Iteration 42Q: 3 clusters Score -1457113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1457116.875000 Penalty: 4659.462402
	Iteration 43Q: 3 clusters Score -1457117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1457116.625000 Penalty: 4659.462402
	Iteration 44Q: 3 clusters Score -1457117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1457116.375000 Penalty: 4659.462402
	Iteration 45Q: 3 clusters Score -1457116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1457118.375000 Penalty: 4659.462402
	Iteration 46Q: 3 clusters Score -1457118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1457118.375000 Penalty: 4659.462402
	Iteration 47F: 3 clusters Score -1457118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -1643943.125000 Penalty: 2374.320068
	Iteration 0F: 2 clusters Score -1643943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1633522.125000 Penalty: 4748.640137
	Iteration 0F: 3 clusters Score -1633522 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1637052.875000 Penalty: 4748.640137
	Iteration 1F: 3 clusters Score -1637053 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1637461.125000 Penalty: 4748.640137
	Iteration 2F: 3 clusters Score -1637461 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1637805.750000 Penalty: 4748.640137
	Iteration 3F: 3 clusters Score -1637806 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1638161.875000 Penalty: 4748.640137
	Iteration 4Q: 3 clusters Score -1638162 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1638559.500000 Penalty: 4748.640137
	Iteration 5F: 3 clusters Score -1638560 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1639095.500000 Penalty: 4748.640137
	Iteration 6F: 3 clusters Score -1639096 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1639846.500000 Penalty: 4748.640137
	Iteration 7F: 3 clusters Score -1639846 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1640796.125000 Penalty: 4748.640137
	Iteration 8F: 3 clusters Score -1640796 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1641699.625000 Penalty: 4748.640137
	Iteration 9F: 3 clusters Score -1641700 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1642450.125000 Penalty: 4748.640137
	Iteration 10Q: 3 clusters Score -1642450 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1643058.125000 Penalty: 4748.640137
	Iteration 11Q: 3 clusters Score -1643058 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1643517.250000 Penalty: 4748.640137
	Iteration 12Q: 3 clusters Score -1643517 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1643811.250000 Penalty: 4748.640137
	Iteration 13Q: 3 clusters Score -1643811 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1644055.500000 Penalty: 4748.640137
	Iteration 14Q: 3 clusters Score -1644056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1644367.250000 Penalty: 4748.640137
	Iteration 15Q: 3 clusters Score -1644367 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1644602.375000 Penalty: 4748.640137
	Iteration 16Q: 3 clusters Score -1644602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1644645.750000 Penalty: 4748.640137
	Iteration 17Q: 3 clusters Score -1644646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1644659.000000 Penalty: 4748.640137
	Iteration 18Q: 3 clusters Score -1644659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1644666.625000 Penalty: 4748.640137
	Iteration 19Q: 3 clusters Score -1644667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1644673.250000 Penalty: 4748.640137
	Iteration 20F: 3 clusters Score -1644673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1644676.125000 Penalty: 4748.640137
	Iteration 21Q: 3 clusters Score -1644676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1644676.125000 Penalty: 4748.640137
	Iteration 22F: 3 clusters Score -1644676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228308 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94141 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187398 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167339 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 838 members 
Mstep: Class 21 contains 164370 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 13546 members 
Entering Unmasked Estep 
Score: -194739040.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194739808.000000 to -194739040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164370 members 
Entering Unmasked Estep 
Score: -20334824.000000 Penalty: 2978.448975
	Iteration 0F: 2 clusters Score -2.033482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
Score: -20226130.000000 Penalty: 5956.897949
	Iteration 0F: 3 clusters Score -2.022613e+07 nChanged 78836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -20273122.000000 Penalty: 5956.897949
	Iteration 1F: 3 clusters Score -2.027312e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -20275170.000000 Penalty: 5956.897949
	Iteration 2Q: 3 clusters Score -2.027517e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -20278806.000000 Penalty: 5956.897949
	Iteration 3Q: 3 clusters Score -2.027881e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -20284636.000000 Penalty: 5956.897949
	Iteration 4F: 3 clusters Score -2.028464e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 118768 members 
Entering Unmasked Estep 
Score: -20293322.000000 Penalty: 5956.897949
	Iteration 5F: 3 clusters Score -2.029332e+07 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 131993 members 
Entering Unmasked Estep 
Score: -20304194.000000 Penalty: 5956.897949
	Iteration 6F: 3 clusters Score -2.030419e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 144903 members 
Entering Unmasked Estep 
Score: -20315620.000000 Penalty: 5956.897949
	Iteration 7F: 3 clusters Score -2.031562e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 154740 members 
Entering Unmasked Estep 
Score: -20324306.000000 Penalty: 5956.897949
	Iteration 8F: 3 clusters Score -2.032431e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 160284 members 
Entering Unmasked Estep 
Score: -20329032.000000 Penalty: 5956.897949
	Iteration 9Q: 3 clusters Score -2.032903e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -20330966.000000 Penalty: 5956.897949
	Iteration 10Q: 3 clusters Score -2.033097e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -20331628.000000 Penalty: 5956.897949
	Iteration 11Q: 3 clusters Score -2.033163e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -20331846.000000 Penalty: 5956.897949
	Iteration 12Q: 3 clusters Score -2.033185e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -20331986.000000 Penalty: 5956.897949
	Iteration 13Q: 3 clusters Score -2.033199e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -20332042.000000 Penalty: 5956.897949
	Iteration 14Q: 3 clusters Score -2.033204e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -20332076.000000 Penalty: 5956.897949
	Iteration 15Q: 3 clusters Score -2.033208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 164022 members 
Entering Unmasked Estep 
Score: -20332118.000000 Penalty: 5956.897949
	Iteration 16Q: 3 clusters Score -2.033212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -20332132.000000 Penalty: 5956.897949
	Iteration 17Q: 3 clusters Score -2.033213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 164036 members 
Entering Unmasked Estep 
Score: -20332140.000000 Penalty: 5956.897949
	Iteration 18Q: 3 clusters Score -2.033214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -20332156.000000 Penalty: 5956.897949
	Iteration 19Q: 3 clusters Score -2.033216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -20332168.000000 Penalty: 5956.897949
	Iteration 20F: 3 clusters Score -2.033217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -20332172.000000 Penalty: 5956.897949
	Iteration 21Q: 3 clusters Score -2.033217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -20332186.000000 Penalty: 5956.897949
	Iteration 22Q: 3 clusters Score -2.033219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 164059 members 
Entering Unmasked Estep 
Score: -20332194.000000 Penalty: 5956.897949
	Iteration 23Q: 3 clusters Score -2.033219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -20332196.000000 Penalty: 5956.897949
	Iteration 24Q: 3 clusters Score -2.03322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -20332204.000000 Penalty: 5956.897949
	Iteration 25Q: 3 clusters Score -2.03322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -20332210.000000 Penalty: 5956.897949
	Iteration 26Q: 3 clusters Score -2.033221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -20332200.000000 Penalty: 5956.897949
	Iteration 27Q: 3 clusters Score -2.03322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -20332208.000000 Penalty: 5956.897949
	Iteration 28Q: 3 clusters Score -2.033221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -20332210.000000 Penalty: 5956.897949
	Iteration 29Q: 3 clusters Score -2.033221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -20332210.000000 Penalty: 5956.897949
	Iteration 30Q: 3 clusters Score -2.033221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -20332220.000000 Penalty: 5956.897949
	Iteration 31Q: 3 clusters Score -2.033222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -20332220.000000 Penalty: 5956.897949
	Iteration 32F: 3 clusters Score -2.033222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -332779.875000 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -332779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -329685.875000 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -329685.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330288.187500 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -330288.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -330436.531250 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -330436.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -330518.000000 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -330518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330578.812500 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -330578.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330633.781250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -330633.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -330682.312500 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -330682.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -330718.656250 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -330718.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -330746.906250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -330746.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -330777.187500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -330777.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330802.062500 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -330802.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -330820.718750 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -330820.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -330833.781250 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -330833.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -330850.687500 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -330850.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -330861.593750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -330861.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -330872.937500 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -330872.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -330883.687500 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -330883.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -330895.593750 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -330895.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -330908.468750 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -330908.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -330919.625000 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -330919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -330927.968750 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -330928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -330932.625000 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -330932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -330939.656250 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -330939.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -330944.062500 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -330944.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -330951.218750 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -330951.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -330960.187500 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -330960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -330964.281250 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -330964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -330968.187500 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -330968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -330978.000000 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -330978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -330981.437500 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -330981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -330983.343750 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -330983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -330984.750000 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -330984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -330987.562500 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -330987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -330989.000000 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -330989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -330990.968750 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -330991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -330992.187500 Penalty: 3919.817139
	Iteration 35Q: 3 clusters Score -330992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -330993.218750 Penalty: 3919.817139
	Iteration 36Q: 3 clusters Score -330993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -330994.875000 Penalty: 3919.817139
	Iteration 37Q: 3 clusters Score -330994.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -330996.000000 Penalty: 3919.817139
	Iteration 38Q: 3 clusters Score -330996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -330997.125000 Penalty: 3919.817139
	Iteration 39Q: 3 clusters Score -330997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -330998.750000 Penalty: 3919.817139
	Iteration 40F: 3 clusters Score -330998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -331001.406250 Penalty: 3919.817139
	Iteration 41Q: 3 clusters Score -331001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -331004.312500 Penalty: 3919.817139
	Iteration 42Q: 3 clusters Score -331004.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -331006.562500 Penalty: 3919.817139
	Iteration 43Q: 3 clusters Score -331006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -331008.187500 Penalty: 3919.817139
	Iteration 44Q: 3 clusters Score -331008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -331009.437500 Penalty: 3919.817139
	Iteration 45Q: 3 clusters Score -331009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -331009.500000 Penalty: 3919.817139
	Iteration 46Q: 3 clusters Score -331009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -331010.875000 Penalty: 3919.817139
	Iteration 47Q: 3 clusters Score -331010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -331011.718750 Penalty: 3919.817139
	Iteration 48Q: 3 clusters Score -331011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -331011.718750 Penalty: 3919.817139
	Iteration 49F: 3 clusters Score -331011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 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 323 members 
Entering Unmasked Estep 
Score: -72817.421875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72817.42 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73054.992188 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73054.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73117.085938 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73117.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73144.093750 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73144.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73155.593750 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73155.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73158.804688 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73158.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73164.210938 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73164.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73164.210938 Penalty: 3219.398926
	Iteration 7F: 3 clusters Score -73164.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74346.671875 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74346.67 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74584.460938 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74584.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74707.898438 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74707.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74789.546875 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74789.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74826.835938 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74826.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -74862.179688 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74862.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74903.601562 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74903.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74949.039062 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74949.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74997.906250 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74997.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75024.500000 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -75024.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75079.625000 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -75079.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75149.593750 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -75149.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75228.820312 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -75228.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75274.625000 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -75274.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75311.335938 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -75311.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75353.804688 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -75353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75411.546875 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -75411.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75456.546875 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -75456.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75536.960938 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -75536.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75591.632812 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -75591.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75615.335938 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -75615.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75651.015625 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -75651.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75689.445312 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -75689.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75706.617188 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -75706.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75720.742188 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -75720.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75739.109375 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -75739.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75742.156250 Penalty: 3252.162109
	Iteration 26Q: 3 clusters Score -75742.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75745.726562 Penalty: 3252.162109
	Iteration 27Q: 3 clusters Score -75745.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75745.726562 Penalty: 3252.162109
	Iteration 28F: 3 clusters Score -75745.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 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 364 members 
Entering Unmasked Estep 
Score: -75993.164062 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75993.16 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76255.171875 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76255.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76376.140625 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76376.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76557.500000 Penalty: 3250.043945
	Iteration 3F: 3 clusters Score -76557.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76725.242188 Penalty: 3250.043945
	Iteration 4F: 3 clusters Score -76725.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76866.914062 Penalty: 3250.043945
	Iteration 5F: 3 clusters Score -76866.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76955.085938 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76955.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77002.726562 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -77002.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77030.867188 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -77030.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77045.242188 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -77045.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77055.640625 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -77055.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77064.289062 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -77064.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77070.335938 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -77070.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77072.070312 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -77072.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77073.585938 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -77073.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77076.671875 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -77076.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77080.460938 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -77080.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77081.023438 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -77081.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -77081.023438 Penalty: 3250.043945
	Iteration 18F: 3 clusters Score -77081.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228308 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94141 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187398 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167339 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164370 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 88616.031250
Iteration 439Q: 26 clusters Score -1.947398e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228307 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94141 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161901 members 
Mstep: Class 15 contains 187400 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167340 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164370 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739856.000000 Penalty: 88616.031250
Iteration 440F: 26 clusters Score -1.947399e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228302 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23130 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94144 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187398 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58345 members 
Mstep: Class 18 contains 167341 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 21 contains 164373 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 441Q: 26 clusters Score -1.947398e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228290 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94147 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161905 members 
Mstep: Class 15 contains 187403 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 167343 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 164373 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 88616.031250
Iteration 442Q: 26 clusters Score -1.947398e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228288 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103781 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94148 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187404 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12018 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 164374 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 443Q: 26 clusters Score -1.947397e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228276 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103781 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 106324 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187414 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12019 members 
Mstep: Class 20 contains 14383 members 
Mstep: Class 21 contains 164374 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739664.000000 Penalty: 88616.031250
Iteration 444Q: 26 clusters Score -1.947397e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228274 members 
Mstep: Class 4 contains 167700 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161901 members 
Mstep: Class 15 contains 187415 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167345 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 14382 members 
Mstep: Class 21 contains 164374 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739696.000000 Penalty: 88616.031250
Iteration 445Q: 26 clusters Score -1.947397e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228268 members 
Mstep: Class 4 contains 167700 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187418 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12027 members 
Mstep: Class 20 contains 14381 members 
Mstep: Class 21 contains 164375 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 446Q: 26 clusters Score -1.947397e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228263 members 
Mstep: Class 4 contains 167700 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94150 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187422 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12030 members 
Mstep: Class 20 contains 14379 members 
Mstep: Class 21 contains 164375 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 447Q: 26 clusters Score -1.947397e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228252 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103778 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94150 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161905 members 
Mstep: Class 15 contains 187427 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 14377 members 
Mstep: Class 21 contains 164375 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 448Q: 26 clusters Score -1.947398e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228251 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103777 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187429 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167343 members 
Mstep: Class 19 contains 12037 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 164378 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739696.000000 Penalty: 88616.031250
Iteration 449Q: 26 clusters Score -1.947397e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228249 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103776 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 106326 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161901 members 
Mstep: Class 15 contains 187429 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12040 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 164378 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 88616.031250
Iteration 450Q: 26 clusters Score -1.947397e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228247 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103777 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 106325 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187429 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12043 members 
Mstep: Class 20 contains 14376 members 
Mstep: Class 21 contains 164378 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 451Q: 26 clusters Score -1.947397e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228246 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23131 members 
Mstep: Class 7 contains 103777 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94150 members 
Mstep: Class 10 contains 106323 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187430 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167344 members 
Mstep: Class 19 contains 12043 members 
Mstep: Class 20 contains 14374 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739568.000000 Penalty: 88616.031250
Iteration 452Q: 26 clusters Score -1.947396e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228244 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 103777 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94152 members 
Mstep: Class 10 contains 106321 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187429 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167345 members 
Mstep: Class 19 contains 12048 members 
Mstep: Class 20 contains 14371 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 453Q: 26 clusters Score -1.947398e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228244 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23134 members 
Mstep: Class 7 contains 103776 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94153 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161901 members 
Mstep: Class 15 contains 187427 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167348 members 
Mstep: Class 19 contains 12048 members 
Mstep: Class 20 contains 14368 members 
Mstep: Class 21 contains 164382 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739696.000000 Penalty: 88616.031250
Iteration 454Q: 26 clusters Score -1.947397e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228238 members 
Mstep: Class 4 contains 167705 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23136 members 
Mstep: Class 7 contains 103776 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94152 members 
Mstep: Class 10 contains 106320 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187423 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58346 members 
Mstep: Class 18 contains 167350 members 
Mstep: Class 19 contains 12055 members 
Mstep: Class 20 contains 14363 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739696.000000 Penalty: 88616.031250
Iteration 455Q: 26 clusters Score -1.947397e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228228 members 
Mstep: Class 4 contains 167704 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 103778 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94154 members 
Mstep: Class 10 contains 106320 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161903 members 
Mstep: Class 15 contains 187425 members 
Mstep: Class 16 contains 5543 members 
Mstep: Class 17 contains 58345 members 
Mstep: Class 18 contains 167347 members 
Mstep: Class 19 contains 12063 members 
Mstep: Class 20 contains 14360 members 
Mstep: Class 21 contains 164382 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 88616.031250
Iteration 456Q: 26 clusters Score -1.947398e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228220 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23144 members 
Mstep: Class 7 contains 103776 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94157 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187426 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 167348 members 
Mstep: Class 19 contains 12071 members 
Mstep: Class 20 contains 14358 members 
Mstep: Class 21 contains 164388 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739904.000000 Penalty: 88616.031250
Iteration 457Q: 26 clusters Score -1.947399e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228213 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 103779 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94158 members 
Mstep: Class 10 contains 106319 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161901 members 
Mstep: Class 15 contains 187425 members 
Mstep: Class 16 contains 5542 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167349 members 
Mstep: Class 19 contains 12070 members 
Mstep: Class 20 contains 14354 members 
Mstep: Class 21 contains 164389 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739776.000000 Penalty: 88616.031250
Iteration 458Q: 26 clusters Score -1.947398e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228201 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23152 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94159 members 
Mstep: Class 10 contains 106320 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 187429 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 167348 members 
Mstep: Class 19 contains 12072 members 
Mstep: Class 20 contains 14351 members 
Mstep: Class 21 contains 164389 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739904.000000 Penalty: 88616.031250
Iteration 459Q: 26 clusters Score -1.947399e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228188 members 
Mstep: Class 4 contains 167706 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 103782 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94159 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187432 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 167351 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14349 members 
Mstep: Class 21 contains 164387 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 460F: 26 clusters Score -1.947399e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228184 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 103783 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94160 members 
Mstep: Class 10 contains 106322 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187433 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167352 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 14346 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 88616.031250
Iteration 461Q: 26 clusters Score -1.947397e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228178 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23161 members 
Mstep: Class 7 contains 103784 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94161 members 
Mstep: Class 10 contains 106320 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161901 members 
Mstep: Class 15 contains 187436 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167355 members 
Mstep: Class 19 contains 12081 members 
Mstep: Class 20 contains 14343 members 
Mstep: Class 21 contains 164376 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 88616.031250
Iteration 462Q: 26 clusters Score -1.947398e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228177 members 
Mstep: Class 4 contains 167707 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 103783 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94163 members 
Mstep: Class 10 contains 106320 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187438 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 167358 members 
Mstep: Class 19 contains 12080 members 
Mstep: Class 20 contains 14341 members 
Mstep: Class 21 contains 164377 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739904.000000 Penalty: 88616.031250
Iteration 463Q: 26 clusters Score -1.947399e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228173 members 
Mstep: Class 4 contains 167708 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 103785 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94165 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6675 members 
Mstep: Class 14 contains 161900 members 
Mstep: Class 15 contains 187440 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 167361 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 464Q: 26 clusters Score -1.947398e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228176 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23160 members 
Mstep: Class 7 contains 103788 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94164 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6676 members 
Mstep: Class 14 contains 161897 members 
Mstep: Class 15 contains 187437 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 167364 members 
Mstep: Class 19 contains 12078 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 88616.031250
Iteration 465Q: 26 clusters Score -1.947397e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228174 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94164 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6677 members 
Mstep: Class 14 contains 161898 members 
Mstep: Class 15 contains 187438 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 18 contains 167367 members 
Mstep: Class 19 contains 12077 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 88616.031250
Iteration 466Q: 26 clusters Score -1.947397e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228174 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94164 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6678 members 
Mstep: Class 14 contains 161898 members 
Mstep: Class 15 contains 187440 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58350 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12077 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 467Q: 26 clusters Score -1.947398e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228177 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94163 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6680 members 
Mstep: Class 14 contains 161896 members 
Mstep: Class 15 contains 187438 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164379 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 468Q: 26 clusters Score -1.947399e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228178 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94164 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 161895 members 
Mstep: Class 15 contains 187435 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167365 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739824.000000 Penalty: 88616.031250
Iteration 469Q: 26 clusters Score -1.947398e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228177 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94168 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 161895 members 
Mstep: Class 15 contains 187432 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167365 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739824.000000 Penalty: 88616.031250
Iteration 470Q: 26 clusters Score -1.947398e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228177 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94167 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187432 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167365 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 88616.031250
Iteration 471Q: 26 clusters Score -1.947398e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228175 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94166 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6688 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187433 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167365 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739824.000000 Penalty: 88616.031250
Iteration 472Q: 26 clusters Score -1.947398e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228173 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94163 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187434 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167365 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739856.000000 Penalty: 88616.031250
Iteration 473Q: 26 clusters Score -1.947399e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228174 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94159 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6696 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187433 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167365 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 474Q: 26 clusters Score -1.947399e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228175 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94158 members 
Mstep: Class 10 contains 106318 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6698 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187430 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739872.000000 Penalty: 88616.031250
Iteration 475Q: 26 clusters Score -1.947399e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228176 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23165 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94154 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187428 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167367 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 88616.031250
Iteration 476Q: 26 clusters Score -1.947398e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228176 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23165 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94148 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187425 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167367 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 477Q: 26 clusters Score -1.947398e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228175 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23165 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94147 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6717 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187422 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14336 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 478Q: 26 clusters Score -1.947398e+08 nChanged 13
Entering ConstructFrom: 
Score: -194739760.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Entering Unmasked Estep 
Score: -11237865.000000 Penalty: 2830.414551
	Iteration 0F: 2 clusters Score -1.123786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -11176939.000000 Penalty: 5660.829102
	Iteration 0F: 3 clusters Score -1.117694e+07 nChanged 42838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -11201992.000000 Penalty: 5660.829102
	Iteration 1F: 3 clusters Score -1.120199e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -11203029.000000 Penalty: 5660.829102
	Iteration 2Q: 3 clusters Score -1.120303e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -11204479.000000 Penalty: 5660.829102
	Iteration 3Q: 3 clusters Score -1.120448e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -11206535.000000 Penalty: 5660.829102
	Iteration 4F: 3 clusters Score -1.120654e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -11209537.000000 Penalty: 5660.829102
	Iteration 5F: 3 clusters Score -1.120954e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -11213755.000000 Penalty: 5660.829102
	Iteration 6F: 3 clusters Score -1.121376e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -11218861.000000 Penalty: 5660.829102
	Iteration 7F: 3 clusters Score -1.121886e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -11223980.000000 Penalty: 5660.829102
	Iteration 8F: 3 clusters Score -1.122398e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -11228096.000000 Penalty: 5660.829102
	Iteration 9Q: 3 clusters Score -1.12281e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -11230428.000000 Penalty: 5660.829102
	Iteration 10Q: 3 clusters Score -1.123043e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -11231386.000000 Penalty: 5660.829102
	Iteration 11Q: 3 clusters Score -1.123139e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76536 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -11232004.000000 Penalty: 5660.829102
	Iteration 12Q: 3 clusters Score -1.1232e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -11232416.000000 Penalty: 5660.829102
	Iteration 13Q: 3 clusters Score -1.123242e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -11232844.000000 Penalty: 5660.829102
	Iteration 14Q: 3 clusters Score -1.123284e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -11233214.000000 Penalty: 5660.829102
	Iteration 15Q: 3 clusters Score -1.123321e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -11233510.000000 Penalty: 5660.829102
	Iteration 16Q: 3 clusters Score -1.123351e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -11233824.000000 Penalty: 5660.829102
	Iteration 17Q: 3 clusters Score -1.123382e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -11234081.000000 Penalty: 5660.829102
	Iteration 18Q: 3 clusters Score -1.123408e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -11234366.000000 Penalty: 5660.829102
	Iteration 19Q: 3 clusters Score -1.123437e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -11234580.000000 Penalty: 5660.829102
	Iteration 20F: 3 clusters Score -1.123458e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -11234813.000000 Penalty: 5660.829102
	Iteration 21Q: 3 clusters Score -1.123481e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -11235042.000000 Penalty: 5660.829102
	Iteration 22Q: 3 clusters Score -1.123504e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -11235193.000000 Penalty: 5660.829102
	Iteration 23Q: 3 clusters Score -1.123519e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -11235306.000000 Penalty: 5660.829102
	Iteration 24Q: 3 clusters Score -1.123531e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -11235399.000000 Penalty: 5660.829102
	Iteration 25Q: 3 clusters Score -1.12354e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -11235517.000000 Penalty: 5660.829102
	Iteration 26Q: 3 clusters Score -1.123552e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -11235588.000000 Penalty: 5660.829102
	Iteration 27Q: 3 clusters Score -1.123559e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -11235679.000000 Penalty: 5660.829102
	Iteration 28Q: 3 clusters Score -1.123568e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -11235718.000000 Penalty: 5660.829102
	Iteration 29Q: 3 clusters Score -1.123572e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -11235747.000000 Penalty: 5660.829102
	Iteration 30Q: 3 clusters Score -1.123575e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -11235818.000000 Penalty: 5660.829102
	Iteration 31Q: 3 clusters Score -1.123582e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -11235865.000000 Penalty: 5660.829102
	Iteration 32Q: 3 clusters Score -1.123586e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -11235913.000000 Penalty: 5660.829102
	Iteration 33Q: 3 clusters Score -1.123591e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87351 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -11235940.000000 Penalty: 5660.829102
	Iteration 34Q: 3 clusters Score -1.123594e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87474 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11235970.000000 Penalty: 5660.829102
	Iteration 35Q: 3 clusters Score -1.123597e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11235977.000000 Penalty: 5660.829102
	Iteration 36Q: 3 clusters Score -1.123598e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11235996.000000 Penalty: 5660.829102
	Iteration 37Q: 3 clusters Score -1.1236e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11236012.000000 Penalty: 5660.829102
	Iteration 38Q: 3 clusters Score -1.123601e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -11235991.000000 Penalty: 5660.829102
	Iteration 39Q: 3 clusters Score -1.123599e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11236025.000000 Penalty: 5660.829102
	Iteration 40F: 3 clusters Score -1.123602e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11236024.000000 Penalty: 5660.829102
	Iteration 41Q: 3 clusters Score -1.123602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -11236038.000000 Penalty: 5660.829102
	Iteration 42Q: 3 clusters Score -1.123604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -11236048.000000 Penalty: 5660.829102
	Iteration 43Q: 3 clusters Score -1.123605e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -11236072.000000 Penalty: 5660.829102
	Iteration 44Q: 3 clusters Score -1.123607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -11236082.000000 Penalty: 5660.829102
	Iteration 45Q: 3 clusters Score -1.123608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11236084.000000 Penalty: 5660.829102
	Iteration 46Q: 3 clusters Score -1.123608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88120 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -11236084.000000 Penalty: 5660.829102
	Iteration 47Q: 3 clusters Score -1.123608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -11236089.000000 Penalty: 5660.829102
	Iteration 48Q: 3 clusters Score -1.123609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -11236088.000000 Penalty: 5660.829102
	Iteration 49Q: 3 clusters Score -1.123609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -11236101.000000 Penalty: 5660.829102
	Iteration 50Q: 3 clusters Score -1.12361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -11236098.000000 Penalty: 5660.829102
	Iteration 51Q: 3 clusters Score -1.12361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -11236106.000000 Penalty: 5660.829102
	Iteration 52Q: 3 clusters Score -1.123611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -11236111.000000 Penalty: 5660.829102
	Iteration 53Q: 3 clusters Score -1.123611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11236104.000000 Penalty: 5660.829102
	Iteration 54Q: 3 clusters Score -1.12361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11236110.000000 Penalty: 5660.829102
	Iteration 55Q: 3 clusters Score -1.123611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -11236112.000000 Penalty: 5660.829102
	Iteration 56Q: 3 clusters Score -1.123611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11236113.000000 Penalty: 5660.829102
	Iteration 57Q: 3 clusters Score -1.123611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -11236118.000000 Penalty: 5660.829102
	Iteration 58Q: 3 clusters Score -1.123612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -11236122.000000 Penalty: 5660.829102
	Iteration 59Q: 3 clusters Score -1.123612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11236110.000000 Penalty: 5660.829102
	Iteration 60F: 3 clusters Score -1.123611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11236109.000000 Penalty: 5660.829102
	Iteration 61Q: 3 clusters Score -1.123611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -11236113.000000 Penalty: 5660.829102
	Iteration 62Q: 3 clusters Score -1.123611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11236109.000000 Penalty: 5660.829102
	Iteration 63Q: 3 clusters Score -1.123611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88302 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -11236106.000000 Penalty: 5660.829102
	Iteration 64Q: 3 clusters Score -1.123611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -11236106.000000 Penalty: 5660.829102
	Iteration 65Q: 3 clusters Score -1.123611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -11236105.000000 Penalty: 5660.829102
	Iteration 66Q: 3 clusters Score -1.12361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -11236103.000000 Penalty: 5660.829102
	Iteration 67Q: 3 clusters Score -1.12361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -11236109.000000 Penalty: 5660.829102
	Iteration 68Q: 3 clusters Score -1.123611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -11236101.000000 Penalty: 5660.829102
	Iteration 69Q: 3 clusters Score -1.12361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -11236113.000000 Penalty: 5660.829102
	Iteration 70Q: 3 clusters Score -1.123611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11236117.000000 Penalty: 5660.829102
	Iteration 71Q: 3 clusters Score -1.123612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11236128.000000 Penalty: 5660.829102
	Iteration 72Q: 3 clusters Score -1.123613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -11236114.000000 Penalty: 5660.829102
	Iteration 73Q: 3 clusters Score -1.123611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88327 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -11236114.000000 Penalty: 5660.829102
	Iteration 74Q: 3 clusters Score -1.123611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -11236123.000000 Penalty: 5660.829102
	Iteration 75Q: 3 clusters Score -1.123612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11236117.000000 Penalty: 5660.829102
	Iteration 76Q: 3 clusters Score -1.123612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11236117.000000 Penalty: 5660.829102
	Iteration 77F: 3 clusters Score -1.123612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -110654.625000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -110654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -108804.523438 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -108804.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109271.117188 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -109271.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109503.531250 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -109503.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -109703.476562 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -109703.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -109905.593750 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -109905.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110085.851562 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -110085.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110202.546875 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -110202.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110397.257812 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -110397.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -110521.859375 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -110521.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110563.679688 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -110563.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110583.570312 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -110583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110607.789062 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -110607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110611.390625 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -110611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110614.609375 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -110614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110619.328125 Penalty: 3459.341553
	Iteration 14F: 3 clusters Score -110619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110627.671875 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -110627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110636.039062 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -110636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110641.132812 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -110641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110641.132812 Penalty: 3459.341553
	Iteration 18F: 3 clusters Score -110641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (228176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228176 members 
Entering Unmasked Estep 
Score: -28106768.000000 Penalty: 3059.792480
	Iteration 0F: 2 clusters Score -2.810677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 113612 members 
Entering Unmasked Estep 
Score: -27964972.000000 Penalty: 6119.584961
	Iteration 0F: 3 clusters Score -2.796497e+07 nChanged 109605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -28029070.000000 Penalty: 6119.584961
	Iteration 1F: 3 clusters Score -2.802907e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128741 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -28031084.000000 Penalty: 6119.584961
	Iteration 2Q: 3 clusters Score -2.803108e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137111 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -28034242.000000 Penalty: 6119.584961
	Iteration 3Q: 3 clusters Score -2.803424e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -28041586.000000 Penalty: 6119.584961
	Iteration 4F: 3 clusters Score -2.804159e+07 nChanged 18316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -28054276.000000 Penalty: 6119.584961
	Iteration 5F: 3 clusters Score -2.805428e+07 nChanged 22651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190746 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -28072576.000000 Penalty: 6119.584961
	Iteration 6F: 3 clusters Score -2.807258e+07 nChanged 20455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211199 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -28089766.000000 Penalty: 6119.584961
	Iteration 7F: 3 clusters Score -2.808977e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222910 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -28099542.000000 Penalty: 6119.584961
	Iteration 8F: 3 clusters Score -2.809954e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226787 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -28102858.000000 Penalty: 6119.584961
	Iteration 9Q: 3 clusters Score -2.810286e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227714 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -28103630.000000 Penalty: 6119.584961
	Iteration 10Q: 3 clusters Score -2.810363e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227913 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28103826.000000 Penalty: 6119.584961
	Iteration 11Q: 3 clusters Score -2.810383e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227958 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28103922.000000 Penalty: 6119.584961
	Iteration 12Q: 3 clusters Score -2.810392e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227976 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28103972.000000 Penalty: 6119.584961
	Iteration 13Q: 3 clusters Score -2.810397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227980 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28104004.000000 Penalty: 6119.584961
	Iteration 14Q: 3 clusters Score -2.8104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227978 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -28104010.000000 Penalty: 6119.584961
	Iteration 15Q: 3 clusters Score -2.810401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227980 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28104020.000000 Penalty: 6119.584961
	Iteration 16Q: 3 clusters Score -2.810402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227980 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28104020.000000 Penalty: 6119.584961
	Iteration 17F: 3 clusters Score -2.810402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167701 members 
Entering Unmasked Estep 
Score: -20713976.000000 Penalty: 2983.424561
	Iteration 0F: 2 clusters Score -2.071398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -20604098.000000 Penalty: 5966.849121
	Iteration 0F: 3 clusters Score -2.06041e+07 nChanged 80411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -20651614.000000 Penalty: 5966.849121
	Iteration 1F: 3 clusters Score -2.065161e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -20653478.000000 Penalty: 5966.849121
	Iteration 2Q: 3 clusters Score -2.065348e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75509 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -20656422.000000 Penalty: 5966.849121
	Iteration 3Q: 3 clusters Score -2.065642e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -20661046.000000 Penalty: 5966.849121
	Iteration 4F: 3 clusters Score -2.066105e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -20667588.000000 Penalty: 5966.849121
	Iteration 5F: 3 clusters Score -2.066759e+07 nChanged 12541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -20676946.000000 Penalty: 5966.849121
	Iteration 6F: 3 clusters Score -2.067695e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -20687476.000000 Penalty: 5966.849121
	Iteration 7F: 3 clusters Score -2.068748e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -20696770.000000 Penalty: 5966.849121
	Iteration 8F: 3 clusters Score -2.069677e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 133262 members 
Entering Unmasked Estep 
Score: -20702458.000000 Penalty: 5966.849121
	Iteration 9Q: 3 clusters Score -2.070246e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 136161 members 
Entering Unmasked Estep 
Score: -20704720.000000 Penalty: 5966.849121
	Iteration 10Q: 3 clusters Score -2.070472e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -20705956.000000 Penalty: 5966.849121
	Iteration 11Q: 3 clusters Score -2.070596e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 140623 members 
Entering Unmasked Estep 
Score: -20706906.000000 Penalty: 5966.849121
	Iteration 12Q: 3 clusters Score -2.070691e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 142600 members 
Entering Unmasked Estep 
Score: -20707602.000000 Penalty: 5966.849121
	Iteration 13Q: 3 clusters Score -2.07076e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 144436 members 
Entering Unmasked Estep 
Score: -20708296.000000 Penalty: 5966.849121
	Iteration 14Q: 3 clusters Score -2.07083e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 146186 members 
Entering Unmasked Estep 
Score: -20708840.000000 Penalty: 5966.849121
	Iteration 15Q: 3 clusters Score -2.070884e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -20709302.000000 Penalty: 5966.849121
	Iteration 16Q: 3 clusters Score -2.07093e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 149350 members 
Entering Unmasked Estep 
Score: -20709708.000000 Penalty: 5966.849121
	Iteration 17Q: 3 clusters Score -2.070971e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -20710072.000000 Penalty: 5966.849121
	Iteration 18Q: 3 clusters Score -2.071007e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 152159 members 
Entering Unmasked Estep 
Score: -20710348.000000 Penalty: 5966.849121
	Iteration 19Q: 3 clusters Score -2.071035e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -20710598.000000 Penalty: 5966.849121
	Iteration 20F: 3 clusters Score -2.07106e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 154556 members 
Entering Unmasked Estep 
Score: -20710784.000000 Penalty: 5966.849121
	Iteration 21Q: 3 clusters Score -2.071078e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -20710936.000000 Penalty: 5966.849121
	Iteration 22Q: 3 clusters Score -2.071094e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 156593 members 
Entering Unmasked Estep 
Score: -20711134.000000 Penalty: 5966.849121
	Iteration 23Q: 3 clusters Score -2.071113e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 157456 members 
Entering Unmasked Estep 
Score: -20711396.000000 Penalty: 5966.849121
	Iteration 24Q: 3 clusters Score -2.07114e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -20711574.000000 Penalty: 5966.849121
	Iteration 25Q: 3 clusters Score -2.071157e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -20711654.000000 Penalty: 5966.849121
	Iteration 26Q: 3 clusters Score -2.071165e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 159640 members 
Entering Unmasked Estep 
Score: -20711698.000000 Penalty: 5966.849121
	Iteration 27Q: 3 clusters Score -2.07117e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -20711814.000000 Penalty: 5966.849121
	Iteration 28Q: 3 clusters Score -2.071181e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -20711880.000000 Penalty: 5966.849121
	Iteration 29Q: 3 clusters Score -2.071188e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -20711920.000000 Penalty: 5966.849121
	Iteration 30Q: 3 clusters Score -2.071192e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 161689 members 
Entering Unmasked Estep 
Score: -20711972.000000 Penalty: 5966.849121
	Iteration 31Q: 3 clusters Score -2.071197e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 162058 members 
Entering Unmasked Estep 
Score: -20712054.000000 Penalty: 5966.849121
	Iteration 32Q: 3 clusters Score -2.071205e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -20712022.000000 Penalty: 5966.849121
	Iteration 33Q: 3 clusters Score -2.071202e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -20712082.000000 Penalty: 5966.849121
	Iteration 34Q: 3 clusters Score -2.071208e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -20712102.000000 Penalty: 5966.849121
	Iteration 35Q: 3 clusters Score -2.07121e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -20712114.000000 Penalty: 5966.849121
	Iteration 36Q: 3 clusters Score -2.071211e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 163340 members 
Entering Unmasked Estep 
Score: -20712144.000000 Penalty: 5966.849121
	Iteration 37Q: 3 clusters Score -2.071214e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -20712146.000000 Penalty: 5966.849121
	Iteration 38Q: 3 clusters Score -2.071215e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -20712202.000000 Penalty: 5966.849121
	Iteration 39Q: 3 clusters Score -2.07122e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -20712182.000000 Penalty: 5966.849121
	Iteration 40F: 3 clusters Score -2.071218e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 163878 members 
Entering Unmasked Estep 
Score: -20712190.000000 Penalty: 5966.849121
	Iteration 41Q: 3 clusters Score -2.071219e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -20712248.000000 Penalty: 5966.849121
	Iteration 42Q: 3 clusters Score -2.071225e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -20712246.000000 Penalty: 5966.849121
	Iteration 43Q: 3 clusters Score -2.071225e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 164153 members 
Entering Unmasked Estep 
Score: -20712228.000000 Penalty: 5966.849121
	Iteration 44Q: 3 clusters Score -2.071223e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 164232 members 
Entering Unmasked Estep 
Score: -20712202.000000 Penalty: 5966.849121
	Iteration 45Q: 3 clusters Score -2.07122e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -20712220.000000 Penalty: 5966.849121
	Iteration 46Q: 3 clusters Score -2.071222e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -20712206.000000 Penalty: 5966.849121
	Iteration 47Q: 3 clusters Score -2.071221e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 164425 members 
Entering Unmasked Estep 
Score: -20712194.000000 Penalty: 5966.849121
	Iteration 48Q: 3 clusters Score -2.071219e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -20712194.000000 Penalty: 5966.849121
	Iteration 49Q: 3 clusters Score -2.071219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -20712204.000000 Penalty: 5966.849121
	Iteration 50Q: 3 clusters Score -2.07122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 164567 members 
Entering Unmasked Estep 
Score: -20712208.000000 Penalty: 5966.849121
	Iteration 51Q: 3 clusters Score -2.071221e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -20712254.000000 Penalty: 5966.849121
	Iteration 52Q: 3 clusters Score -2.071225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -20712244.000000 Penalty: 5966.849121
	Iteration 53Q: 3 clusters Score -2.071224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -20712236.000000 Penalty: 5966.849121
	Iteration 54Q: 3 clusters Score -2.071224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -20712246.000000 Penalty: 5966.849121
	Iteration 55Q: 3 clusters Score -2.071225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -20712256.000000 Penalty: 5966.849121
	Iteration 56Q: 3 clusters Score -2.071226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 164804 members 
Entering Unmasked Estep 
Score: -20712268.000000 Penalty: 5966.849121
	Iteration 57Q: 3 clusters Score -2.071227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -20712282.000000 Penalty: 5966.849121
	Iteration 58Q: 3 clusters Score -2.071228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 164858 members 
Entering Unmasked Estep 
Score: -20712280.000000 Penalty: 5966.849121
	Iteration 59Q: 3 clusters Score -2.071228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 164878 members 
Entering Unmasked Estep 
Score: -20712298.000000 Penalty: 5966.849121
	Iteration 60F: 3 clusters Score -2.07123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -20712330.000000 Penalty: 5966.849121
	Iteration 61Q: 3 clusters Score -2.071233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 164905 members 
Entering Unmasked Estep 
Score: -20712316.000000 Penalty: 5966.849121
	Iteration 62Q: 3 clusters Score -2.071232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -20712336.000000 Penalty: 5966.849121
	Iteration 63Q: 3 clusters Score -2.071234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -20712334.000000 Penalty: 5966.849121
	Iteration 64Q: 3 clusters Score -2.071233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -20712348.000000 Penalty: 5966.849121
	Iteration 65Q: 3 clusters Score -2.071235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -20712370.000000 Penalty: 5966.849121
	Iteration 66Q: 3 clusters Score -2.071237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -20712358.000000 Penalty: 5966.849121
	Iteration 67Q: 3 clusters Score -2.071236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -20712354.000000 Penalty: 5966.849121
	Iteration 68Q: 3 clusters Score -2.071235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -20712348.000000 Penalty: 5966.849121
	Iteration 69Q: 3 clusters Score -2.071235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -20712358.000000 Penalty: 5966.849121
	Iteration 70Q: 3 clusters Score -2.071236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 165041 members 
Entering Unmasked Estep 
Score: -20712366.000000 Penalty: 5966.849121
	Iteration 71Q: 3 clusters Score -2.071237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -20712370.000000 Penalty: 5966.849121
	Iteration 72Q: 3 clusters Score -2.071237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 165058 members 
Entering Unmasked Estep 
Score: -20712348.000000 Penalty: 5966.849121
	Iteration 73Q: 3 clusters Score -2.071235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 165072 members 
Entering Unmasked Estep 
Score: -20712362.000000 Penalty: 5966.849121
	Iteration 74Q: 3 clusters Score -2.071236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -20712380.000000 Penalty: 5966.849121
	Iteration 75Q: 3 clusters Score -2.071238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -20712394.000000 Penalty: 5966.849121
	Iteration 76Q: 3 clusters Score -2.071239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -20712382.000000 Penalty: 5966.849121
	Iteration 77Q: 3 clusters Score -2.071238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -20712382.000000 Penalty: 5966.849121
	Iteration 78Q: 3 clusters Score -2.071238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -20712404.000000 Penalty: 5966.849121
	Iteration 79Q: 3 clusters Score -2.07124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -20712420.000000 Penalty: 5966.849121
	Iteration 80F: 3 clusters Score -2.071242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -20712410.000000 Penalty: 5966.849121
	Iteration 81Q: 3 clusters Score -2.071241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -20712380.000000 Penalty: 5966.849121
	Iteration 82Q: 3 clusters Score -2.071238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -20712386.000000 Penalty: 5966.849121
	Iteration 83Q: 3 clusters Score -2.071239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -20712394.000000 Penalty: 5966.849121
	Iteration 84Q: 3 clusters Score -2.071239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 165198 members 
Entering Unmasked Estep 
Score: -20712396.000000 Penalty: 5966.849121
	Iteration 85Q: 3 clusters Score -2.07124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -20712380.000000 Penalty: 5966.849121
	Iteration 86Q: 3 clusters Score -2.071238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -20712396.000000 Penalty: 5966.849121
	Iteration 87Q: 3 clusters Score -2.07124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -20712390.000000 Penalty: 5966.849121
	Iteration 88Q: 3 clusters Score -2.071239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -20712382.000000 Penalty: 5966.849121
	Iteration 89Q: 3 clusters Score -2.071238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -20712390.000000 Penalty: 5966.849121
	Iteration 90Q: 3 clusters Score -2.071239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
Score: -20712398.000000 Penalty: 5966.849121
	Iteration 91Q: 3 clusters Score -2.07124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -20712402.000000 Penalty: 5966.849121
	Iteration 92Q: 3 clusters Score -2.07124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -20712418.000000 Penalty: 5966.849121
	Iteration 93Q: 3 clusters Score -2.071242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
Score: -20712408.000000 Penalty: 5966.849121
	Iteration 94Q: 3 clusters Score -2.071241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 165214 members 
Entering Unmasked Estep 
Score: -20712428.000000 Penalty: 5966.849121
	Iteration 95Q: 3 clusters Score -2.071243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
Score: -20712410.000000 Penalty: 5966.849121
	Iteration 96Q: 3 clusters Score -2.071241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -20712400.000000 Penalty: 5966.849121
	Iteration 97Q: 3 clusters Score -2.07124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -20712404.000000 Penalty: 5966.849121
	Iteration 98Q: 3 clusters Score -2.07124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 165217 members 
Entering Unmasked Estep 
Score: -20712404.000000 Penalty: 5966.849121
	Iteration 99F: 3 clusters Score -2.07124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -90319.750000 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -90319.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88541.906250 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -88541.91 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88807.062500 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -88807.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88899.656250 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -88899.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -88949.984375 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -88949.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88978.140625 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -88978.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -89002.562500 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -89002.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89024.148438 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -89024.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89052.296875 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -89052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -89072.796875 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -89072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -89091.882812 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -89091.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -89102.960938 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -89102.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89107.296875 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -89107.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89110.648438 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -89110.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89110.648438 Penalty: 3326.603760
	Iteration 13F: 3 clusters Score -89110.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Entering Unmasked Estep 
Score: -2822305.500000 Penalty: 2492.488037
	Iteration 0F: 2 clusters Score -2822306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2806165.000000 Penalty: 4984.976074
	Iteration 0F: 3 clusters Score -2806165 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2811495.000000 Penalty: 4984.976074
	Iteration 1F: 3 clusters Score -2811495 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2811854.750000 Penalty: 4984.976074
	Iteration 2Q: 3 clusters Score -2811855 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2812127.500000 Penalty: 4984.976074
	Iteration 3Q: 3 clusters Score -2812128 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2812372.000000 Penalty: 4984.976074
	Iteration 4Q: 3 clusters Score -2812372 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2812561.750000 Penalty: 4984.976074
	Iteration 5Q: 3 clusters Score -2812562 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2812737.750000 Penalty: 4984.976074
	Iteration 6Q: 3 clusters Score -2812738 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2812892.000000 Penalty: 4984.976074
	Iteration 7Q: 3 clusters Score -2812892 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2813046.750000 Penalty: 4984.976074
	Iteration 8Q: 3 clusters Score -2813047 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2813188.250000 Penalty: 4984.976074
	Iteration 9Q: 3 clusters Score -2813188 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2813391.750000 Penalty: 4984.976074
	Iteration 10Q: 3 clusters Score -2813392 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2813652.250000 Penalty: 4984.976074
	Iteration 11Q: 3 clusters Score -2813652 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2813967.750000 Penalty: 4984.976074
	Iteration 12Q: 3 clusters Score -2813968 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2814431.250000 Penalty: 4984.976074
	Iteration 13Q: 3 clusters Score -2814431 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2815032.250000 Penalty: 4984.976074
	Iteration 14Q: 3 clusters Score -2815032 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2815789.500000 Penalty: 4984.976074
	Iteration 15Q: 3 clusters Score -2815790 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2816653.250000 Penalty: 4984.976074
	Iteration 16F: 3 clusters Score -2816653 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2817492.500000 Penalty: 4984.976074
	Iteration 17Q: 3 clusters Score -2817492 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2818206.500000 Penalty: 4984.976074
	Iteration 18Q: 3 clusters Score -2818206 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2818784.500000 Penalty: 4984.976074
	Iteration 19Q: 3 clusters Score -2818784 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2819194.750000 Penalty: 4984.976074
	Iteration 20F: 3 clusters Score -2819195 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2819484.500000 Penalty: 4984.976074
	Iteration 21Q: 3 clusters Score -2819484 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2819657.500000 Penalty: 4984.976074
	Iteration 22Q: 3 clusters Score -2819658 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2819796.250000 Penalty: 4984.976074
	Iteration 23Q: 3 clusters Score -2819796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2819913.000000 Penalty: 4984.976074
	Iteration 24Q: 3 clusters Score -2819913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2819975.500000 Penalty: 4984.976074
	Iteration 25Q: 3 clusters Score -2819976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2820013.000000 Penalty: 4984.976074
	Iteration 26Q: 3 clusters Score -2820013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2820045.750000 Penalty: 4984.976074
	Iteration 27Q: 3 clusters Score -2820046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2820071.250000 Penalty: 4984.976074
	Iteration 28Q: 3 clusters Score -2820071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2820092.000000 Penalty: 4984.976074
	Iteration 29Q: 3 clusters Score -2820092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2820104.500000 Penalty: 4984.976074
	Iteration 30Q: 3 clusters Score -2820104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2820115.750000 Penalty: 4984.976074
	Iteration 31Q: 3 clusters Score -2820116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2820116.750000 Penalty: 4984.976074
	Iteration 32Q: 3 clusters Score -2820117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2820122.250000 Penalty: 4984.976074
	Iteration 33Q: 3 clusters Score -2820122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2820125.500000 Penalty: 4984.976074
	Iteration 34Q: 3 clusters Score -2820126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2820126.250000 Penalty: 4984.976074
	Iteration 35Q: 3 clusters Score -2820126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2820130.750000 Penalty: 4984.976074
	Iteration 36Q: 3 clusters Score -2820131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2820132.250000 Penalty: 4984.976074
	Iteration 37Q: 3 clusters Score -2820132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2820132.250000 Penalty: 4984.976074
	Iteration 38Q: 3 clusters Score -2820132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2820131.250000 Penalty: 4984.976074
	Iteration 39Q: 3 clusters Score -2820131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2820136.250000 Penalty: 4984.976074
	Iteration 40F: 3 clusters Score -2820136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2820136.750000 Penalty: 4984.976074
	Iteration 41Q: 3 clusters Score -2820137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2820135.250000 Penalty: 4984.976074
	Iteration 42Q: 3 clusters Score -2820135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2820136.250000 Penalty: 4984.976074
	Iteration 43Q: 3 clusters Score -2820136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2820136.250000 Penalty: 4984.976074
	Iteration 44F: 3 clusters Score -2820136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Entering Unmasked Estep 
Score: -12904685.000000 Penalty: 2864.421387
	Iteration 0F: 2 clusters Score -1.290468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -12835145.000000 Penalty: 5728.842773
	Iteration 0F: 3 clusters Score -1.283514e+07 nChanged 49022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -12862990.000000 Penalty: 5728.842773
	Iteration 1F: 3 clusters Score -1.286299e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -12863714.000000 Penalty: 5728.842773
	Iteration 2Q: 3 clusters Score -1.286371e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -12864679.000000 Penalty: 5728.842773
	Iteration 3Q: 3 clusters Score -1.286468e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -12866080.000000 Penalty: 5728.842773
	Iteration 4Q: 3 clusters Score -1.286608e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -12868405.000000 Penalty: 5728.842773
	Iteration 5Q: 3 clusters Score -1.28684e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -12872855.000000 Penalty: 5728.842773
	Iteration 6F: 3 clusters Score -1.287286e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -12879647.000000 Penalty: 5728.842773
	Iteration 7F: 3 clusters Score -1.287965e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -12888217.000000 Penalty: 5728.842773
	Iteration 8F: 3 clusters Score -1.288822e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -12895677.000000 Penalty: 5728.842773
	Iteration 9F: 3 clusters Score -1.289568e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -12899839.000000 Penalty: 5728.842773
	Iteration 10Q: 3 clusters Score -1.289984e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12901301.000000 Penalty: 5728.842773
	Iteration 11Q: 3 clusters Score -1.29013e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12901824.000000 Penalty: 5728.842773
	Iteration 12Q: 3 clusters Score -1.290182e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -12901960.000000 Penalty: 5728.842773
	Iteration 13Q: 3 clusters Score -1.290196e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12902047.000000 Penalty: 5728.842773
	Iteration 14Q: 3 clusters Score -1.290205e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -12902097.000000 Penalty: 5728.842773
	Iteration 15Q: 3 clusters Score -1.29021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12902134.000000 Penalty: 5728.842773
	Iteration 16Q: 3 clusters Score -1.290213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12902144.000000 Penalty: 5728.842773
	Iteration 17Q: 3 clusters Score -1.290214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12902136.000000 Penalty: 5728.842773
	Iteration 18Q: 3 clusters Score -1.290214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103555 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12902131.000000 Penalty: 5728.842773
	Iteration 19Q: 3 clusters Score -1.290213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12902137.000000 Penalty: 5728.842773
	Iteration 20F: 3 clusters Score -1.290214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -773434.750000 Penalty: 2182.689697
	Iteration 0F: 2 clusters Score -773434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -767858.437500 Penalty: 4365.379395
	Iteration 0F: 3 clusters Score -767858.4 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -769276.875000 Penalty: 4365.379395
	Iteration 1F: 3 clusters Score -769276.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -769598.125000 Penalty: 4365.379395
	Iteration 2F: 3 clusters Score -769598.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -769846.625000 Penalty: 4365.379395
	Iteration 3F: 3 clusters Score -769846.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -770141.625000 Penalty: 4365.379395
	Iteration 4F: 3 clusters Score -770141.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -770540.812500 Penalty: 4365.379395
	Iteration 5F: 3 clusters Score -770540.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -771035.562500 Penalty: 4365.379395
	Iteration 6F: 3 clusters Score -771035.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -771473.375000 Penalty: 4365.379395
	Iteration 7F: 3 clusters Score -771473.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -771827.000000 Penalty: 4365.379395
	Iteration 8F: 3 clusters Score -771827 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -772051.875000 Penalty: 4365.379395
	Iteration 9Q: 3 clusters Score -772051.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -772201.812500 Penalty: 4365.379395
	Iteration 10Q: 3 clusters Score -772201.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -772307.875000 Penalty: 4365.379395
	Iteration 11Q: 3 clusters Score -772307.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -772391.000000 Penalty: 4365.379395
	Iteration 12Q: 3 clusters Score -772391 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -772456.437500 Penalty: 4365.379395
	Iteration 13Q: 3 clusters Score -772456.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -772505.000000 Penalty: 4365.379395
	Iteration 14Q: 3 clusters Score -772505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -772535.375000 Penalty: 4365.379395
	Iteration 15Q: 3 clusters Score -772535.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -772557.750000 Penalty: 4365.379395
	Iteration 16Q: 3 clusters Score -772557.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -772576.375000 Penalty: 4365.379395
	Iteration 17Q: 3 clusters Score -772576.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -772583.625000 Penalty: 4365.379395
	Iteration 18Q: 3 clusters Score -772583.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -772595.187500 Penalty: 4365.379395
	Iteration 19Q: 3 clusters Score -772595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -772609.000000 Penalty: 4365.379395
	Iteration 20F: 3 clusters Score -772609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -772617.000000 Penalty: 4365.379395
	Iteration 21Q: 3 clusters Score -772617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -772622.250000 Penalty: 4365.379395
	Iteration 22Q: 3 clusters Score -772622.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -772631.750000 Penalty: 4365.379395
	Iteration 23Q: 3 clusters Score -772631.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -772633.812500 Penalty: 4365.379395
	Iteration 24Q: 3 clusters Score -772633.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -772638.875000 Penalty: 4365.379395
	Iteration 25Q: 3 clusters Score -772638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -772641.125000 Penalty: 4365.379395
	Iteration 26Q: 3 clusters Score -772641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -772640.687500 Penalty: 4365.379395
	Iteration 27Q: 3 clusters Score -772640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -772642.437500 Penalty: 4365.379395
	Iteration 28Q: 3 clusters Score -772642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -772641.937500 Penalty: 4365.379395
	Iteration 29Q: 3 clusters Score -772641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -772645.187500 Penalty: 4365.379395
	Iteration 30Q: 3 clusters Score -772645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -772645.625000 Penalty: 4365.379395
	Iteration 31Q: 3 clusters Score -772645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -772645.937500 Penalty: 4365.379395
	Iteration 32Q: 3 clusters Score -772645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -772645.437500 Penalty: 4365.379395
	Iteration 33Q: 3 clusters Score -772645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -772647.250000 Penalty: 4365.379395
	Iteration 34Q: 3 clusters Score -772647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -772647.937500 Penalty: 4365.379395
	Iteration 35Q: 3 clusters Score -772647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -772649.375000 Penalty: 4365.379395
	Iteration 36Q: 3 clusters Score -772649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -772650.125000 Penalty: 4365.379395
	Iteration 37Q: 3 clusters Score -772650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -772652.500000 Penalty: 4365.379395
	Iteration 38Q: 3 clusters Score -772652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -772654.000000 Penalty: 4365.379395
	Iteration 39Q: 3 clusters Score -772654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -772655.437500 Penalty: 4365.379395
	Iteration 40F: 3 clusters Score -772655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -772657.937500 Penalty: 4365.379395
	Iteration 41Q: 3 clusters Score -772657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -772659.562500 Penalty: 4365.379395
	Iteration 42Q: 3 clusters Score -772659.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -772658.812500 Penalty: 4365.379395
	Iteration 43Q: 3 clusters Score -772658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -772658.687500 Penalty: 4365.379395
	Iteration 44Q: 3 clusters Score -772658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -772658.687500 Penalty: 4365.379395
	Iteration 45F: 3 clusters Score -772658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94148 members 
Entering Unmasked Estep 
Score: -11227694.000000 Penalty: 2840.250488
	Iteration 0F: 2 clusters Score -1.122769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -11164750.000000 Penalty: 5680.500977
	Iteration 0F: 3 clusters Score -1.116475e+07 nChanged 44215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -11189703.000000 Penalty: 5680.500977
	Iteration 1F: 3 clusters Score -1.11897e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -11190465.000000 Penalty: 5680.500977
	Iteration 2Q: 3 clusters Score -1.119046e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -11191403.000000 Penalty: 5680.500977
	Iteration 3Q: 3 clusters Score -1.11914e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -11192726.000000 Penalty: 5680.500977
	Iteration 4Q: 3 clusters Score -1.119273e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -11194788.000000 Penalty: 5680.500977
	Iteration 5F: 3 clusters Score -1.119479e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -11198145.000000 Penalty: 5680.500977
	Iteration 6F: 3 clusters Score -1.119814e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -11202818.000000 Penalty: 5680.500977
	Iteration 7F: 3 clusters Score -1.120282e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 75326 members 
Entering Unmasked Estep 
Score: -11207827.000000 Penalty: 5680.500977
	Iteration 8F: 3 clusters Score -1.120783e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -11212663.000000 Penalty: 5680.500977
	Iteration 9F: 3 clusters Score -1.121266e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -11217281.000000 Penalty: 5680.500977
	Iteration 10F: 3 clusters Score -1.121728e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 90070 members 
Entering Unmasked Estep 
Score: -11221352.000000 Penalty: 5680.500977
	Iteration 11Q: 3 clusters Score -1.122135e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -11223690.000000 Penalty: 5680.500977
	Iteration 12Q: 3 clusters Score -1.122369e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -11224592.000000 Penalty: 5680.500977
	Iteration 13Q: 3 clusters Score -1.122459e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -11224931.000000 Penalty: 5680.500977
	Iteration 14Q: 3 clusters Score -1.122493e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -11225090.000000 Penalty: 5680.500977
	Iteration 15Q: 3 clusters Score -1.122509e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -11225145.000000 Penalty: 5680.500977
	Iteration 16Q: 3 clusters Score -1.122514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 93839 members 
Entering Unmasked Estep 
Score: -11225185.000000 Penalty: 5680.500977
	Iteration 17Q: 3 clusters Score -1.122518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -11225204.000000 Penalty: 5680.500977
	Iteration 18Q: 3 clusters Score -1.12252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -11225223.000000 Penalty: 5680.500977
	Iteration 19Q: 3 clusters Score -1.122522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -11225234.000000 Penalty: 5680.500977
	Iteration 20F: 3 clusters Score -1.122523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 93873 members 
Entering Unmasked Estep 
Score: -11225238.000000 Penalty: 5680.500977
	Iteration 21Q: 3 clusters Score -1.122524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -11225233.000000 Penalty: 5680.500977
	Iteration 22Q: 3 clusters Score -1.122523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -11225252.000000 Penalty: 5680.500977
	Iteration 23Q: 3 clusters Score -1.122525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -11225246.000000 Penalty: 5680.500977
	Iteration 24Q: 3 clusters Score -1.122525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -11225245.000000 Penalty: 5680.500977
	Iteration 25Q: 3 clusters Score -1.122524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -11225247.000000 Penalty: 5680.500977
	Iteration 26Q: 3 clusters Score -1.122525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -11225247.000000 Penalty: 5680.500977
	Iteration 27F: 3 clusters Score -1.122525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Entering Unmasked Estep 
Score: -13192255.000000 Penalty: 2870.396729
	Iteration 0F: 2 clusters Score -1.319226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -13121161.000000 Penalty: 5740.793457
	Iteration 0F: 3 clusters Score -1.312116e+07 nChanged 50299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -13150214.000000 Penalty: 5740.793457
	Iteration 1F: 3 clusters Score -1.315021e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -13150997.000000 Penalty: 5740.793457
	Iteration 2Q: 3 clusters Score -1.3151e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -13151931.000000 Penalty: 5740.793457
	Iteration 3Q: 3 clusters Score -1.315193e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -13153107.000000 Penalty: 5740.793457
	Iteration 4Q: 3 clusters Score -1.315311e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -13154866.000000 Penalty: 5740.793457
	Iteration 5Q: 3 clusters Score -1.315487e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -13157295.000000 Penalty: 5740.793457
	Iteration 6Q: 3 clusters Score -1.31573e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -13161017.000000 Penalty: 5740.793457
	Iteration 7F: 3 clusters Score -1.316102e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -13166148.000000 Penalty: 5740.793457
	Iteration 8F: 3 clusters Score -1.316615e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -13172068.000000 Penalty: 5740.793457
	Iteration 9F: 3 clusters Score -1.317207e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -13177287.000000 Penalty: 5740.793457
	Iteration 10F: 3 clusters Score -1.317729e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -13180395.000000 Penalty: 5740.793457
	Iteration 11Q: 3 clusters Score -1.31804e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -13182032.000000 Penalty: 5740.793457
	Iteration 12Q: 3 clusters Score -1.318203e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -13183018.000000 Penalty: 5740.793457
	Iteration 13Q: 3 clusters Score -1.318302e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -13183978.000000 Penalty: 5740.793457
	Iteration 14Q: 3 clusters Score -1.318398e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 84902 members 
Entering Unmasked Estep 
Score: -13184674.000000 Penalty: 5740.793457
	Iteration 15Q: 3 clusters Score -1.318467e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -13185373.000000 Penalty: 5740.793457
	Iteration 16Q: 3 clusters Score -1.318537e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -13185961.000000 Penalty: 5740.793457
	Iteration 17Q: 3 clusters Score -1.318596e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -13186424.000000 Penalty: 5740.793457
	Iteration 18Q: 3 clusters Score -1.318642e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -13186848.000000 Penalty: 5740.793457
	Iteration 19Q: 3 clusters Score -1.318685e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -13187217.000000 Penalty: 5740.793457
	Iteration 20F: 3 clusters Score -1.318722e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -13187648.000000 Penalty: 5740.793457
	Iteration 21Q: 3 clusters Score -1.318765e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -13188040.000000 Penalty: 5740.793457
	Iteration 22Q: 3 clusters Score -1.318804e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 94209 members 
Entering Unmasked Estep 
Score: -13188342.000000 Penalty: 5740.793457
	Iteration 23Q: 3 clusters Score -1.318834e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -13188563.000000 Penalty: 5740.793457
	Iteration 24Q: 3 clusters Score -1.318856e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -13188750.000000 Penalty: 5740.793457
	Iteration 25Q: 3 clusters Score -1.318875e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -13188885.000000 Penalty: 5740.793457
	Iteration 26Q: 3 clusters Score -1.318888e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 97256 members 
Entering Unmasked Estep 
Score: -13189067.000000 Penalty: 5740.793457
	Iteration 27Q: 3 clusters Score -1.318907e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 97868 members 
Entering Unmasked Estep 
Score: -13189227.000000 Penalty: 5740.793457
	Iteration 28Q: 3 clusters Score -1.318923e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -13189394.000000 Penalty: 5740.793457
	Iteration 29Q: 3 clusters Score -1.318939e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -13189523.000000 Penalty: 5740.793457
	Iteration 30Q: 3 clusters Score -1.318952e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -13189710.000000 Penalty: 5740.793457
	Iteration 31Q: 3 clusters Score -1.318971e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -13189835.000000 Penalty: 5740.793457
	Iteration 32Q: 3 clusters Score -1.318984e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -13189970.000000 Penalty: 5740.793457
	Iteration 33Q: 3 clusters Score -1.318997e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -13190087.000000 Penalty: 5740.793457
	Iteration 34Q: 3 clusters Score -1.319009e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 101152 members 
Entering Unmasked Estep 
Score: -13190232.000000 Penalty: 5740.793457
	Iteration 35Q: 3 clusters Score -1.319023e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 101453 members 
Entering Unmasked Estep 
Score: -13190356.000000 Penalty: 5740.793457
	Iteration 36Q: 3 clusters Score -1.319036e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 101731 members 
Entering Unmasked Estep 
Score: -13190417.000000 Penalty: 5740.793457
	Iteration 37Q: 3 clusters Score -1.319042e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -13190494.000000 Penalty: 5740.793457
	Iteration 38Q: 3 clusters Score -1.319049e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -13190508.000000 Penalty: 5740.793457
	Iteration 39Q: 3 clusters Score -1.319051e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -13190546.000000 Penalty: 5740.793457
	Iteration 40F: 3 clusters Score -1.319055e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -13190618.000000 Penalty: 5740.793457
	Iteration 41Q: 3 clusters Score -1.319062e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -13190619.000000 Penalty: 5740.793457
	Iteration 42Q: 3 clusters Score -1.319062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -13190635.000000 Penalty: 5740.793457
	Iteration 43Q: 3 clusters Score -1.319064e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -13190656.000000 Penalty: 5740.793457
	Iteration 44Q: 3 clusters Score -1.319066e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -13190701.000000 Penalty: 5740.793457
	Iteration 45Q: 3 clusters Score -1.31907e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 103042 members 
Entering Unmasked Estep 
Score: -13190700.000000 Penalty: 5740.793457
	Iteration 46Q: 3 clusters Score -1.31907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -13190708.000000 Penalty: 5740.793457
	Iteration 47Q: 3 clusters Score -1.319071e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -13190745.000000 Penalty: 5740.793457
	Iteration 48Q: 3 clusters Score -1.319074e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -13190750.000000 Penalty: 5740.793457
	Iteration 49Q: 3 clusters Score -1.319075e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -13190741.000000 Penalty: 5740.793457
	Iteration 50Q: 3 clusters Score -1.319074e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -13190755.000000 Penalty: 5740.793457
	Iteration 51Q: 3 clusters Score -1.319076e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -13190754.000000 Penalty: 5740.793457
	Iteration 52Q: 3 clusters Score -1.319075e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 103352 members 
Entering Unmasked Estep 
Score: -13190776.000000 Penalty: 5740.793457
	Iteration 53Q: 3 clusters Score -1.319078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -13190778.000000 Penalty: 5740.793457
	Iteration 54Q: 3 clusters Score -1.319078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -13190798.000000 Penalty: 5740.793457
	Iteration 55Q: 3 clusters Score -1.31908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -13190776.000000 Penalty: 5740.793457
	Iteration 56Q: 3 clusters Score -1.319078e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -13190784.000000 Penalty: 5740.793457
	Iteration 57Q: 3 clusters Score -1.319078e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -13190758.000000 Penalty: 5740.793457
	Iteration 58Q: 3 clusters Score -1.319076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -13190788.000000 Penalty: 5740.793457
	Iteration 59Q: 3 clusters Score -1.319079e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 103639 members 
Entering Unmasked Estep 
Score: -13190801.000000 Penalty: 5740.793457
	Iteration 60F: 3 clusters Score -1.31908e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
Score: -13190775.000000 Penalty: 5740.793457
	Iteration 61Q: 3 clusters Score -1.319078e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -13190770.000000 Penalty: 5740.793457
	Iteration 62Q: 3 clusters Score -1.319077e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -13190781.000000 Penalty: 5740.793457
	Iteration 63Q: 3 clusters Score -1.319078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -13190804.000000 Penalty: 5740.793457
	Iteration 64Q: 3 clusters Score -1.31908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -13190807.000000 Penalty: 5740.793457
	Iteration 65Q: 3 clusters Score -1.319081e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -13190830.000000 Penalty: 5740.793457
	Iteration 66Q: 3 clusters Score -1.319083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -13190819.000000 Penalty: 5740.793457
	Iteration 67Q: 3 clusters Score -1.319082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -13190813.000000 Penalty: 5740.793457
	Iteration 68Q: 3 clusters Score -1.319081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -13190814.000000 Penalty: 5740.793457
	Iteration 69Q: 3 clusters Score -1.319081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -13190813.000000 Penalty: 5740.793457
	Iteration 70Q: 3 clusters Score -1.319081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -13190813.000000 Penalty: 5740.793457
	Iteration 71Q: 3 clusters Score -1.319081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 103933 members 
Entering Unmasked Estep 
Score: -13190821.000000 Penalty: 5740.793457
	Iteration 72Q: 3 clusters Score -1.319082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -13190821.000000 Penalty: 5740.793457
	Iteration 73Q: 3 clusters Score -1.319082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -13190828.000000 Penalty: 5740.793457
	Iteration 74Q: 3 clusters Score -1.319083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -13190828.000000 Penalty: 5740.793457
	Iteration 75Q: 3 clusters Score -1.319083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -13190832.000000 Penalty: 5740.793457
	Iteration 76Q: 3 clusters Score -1.319083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -13190820.000000 Penalty: 5740.793457
	Iteration 77Q: 3 clusters Score -1.319082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -13190827.000000 Penalty: 5740.793457
	Iteration 78Q: 3 clusters Score -1.319083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 103956 members 
Entering Unmasked Estep 
Score: -13190817.000000 Penalty: 5740.793457
	Iteration 79Q: 3 clusters Score -1.319082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -13190811.000000 Penalty: 5740.793457
	Iteration 80F: 3 clusters Score -1.319081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -13190825.000000 Penalty: 5740.793457
	Iteration 81Q: 3 clusters Score -1.319082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -13190844.000000 Penalty: 5740.793457
	Iteration 82Q: 3 clusters Score -1.319084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -13190843.000000 Penalty: 5740.793457
	Iteration 83Q: 3 clusters Score -1.319084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -13190849.000000 Penalty: 5740.793457
	Iteration 84Q: 3 clusters Score -1.319085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -13190858.000000 Penalty: 5740.793457
	Iteration 85Q: 3 clusters Score -1.319086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -13190858.000000 Penalty: 5740.793457
	Iteration 86Q: 3 clusters Score -1.319086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -13190862.000000 Penalty: 5740.793457
	Iteration 87Q: 3 clusters Score -1.319086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -13190864.000000 Penalty: 5740.793457
	Iteration 88Q: 3 clusters Score -1.319086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 103991 members 
Entering Unmasked Estep 
Score: -13190863.000000 Penalty: 5740.793457
	Iteration 89Q: 3 clusters Score -1.319086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -13190857.000000 Penalty: 5740.793457
	Iteration 90Q: 3 clusters Score -1.319086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -13190864.000000 Penalty: 5740.793457
	Iteration 91Q: 3 clusters Score -1.319086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 103999 members 
Entering Unmasked Estep 
Score: -13190863.000000 Penalty: 5740.793457
	Iteration 92Q: 3 clusters Score -1.319086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -13190861.000000 Penalty: 5740.793457
	Iteration 93Q: 3 clusters Score -1.319086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 104002 members 
Entering Unmasked Estep 
Score: -13190862.000000 Penalty: 5740.793457
	Iteration 94Q: 3 clusters Score -1.319086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -13190856.000000 Penalty: 5740.793457
	Iteration 95Q: 3 clusters Score -1.319086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -13190862.000000 Penalty: 5740.793457
	Iteration 96Q: 3 clusters Score -1.319086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -13190877.000000 Penalty: 5740.793457
	Iteration 97Q: 3 clusters Score -1.319088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -13190875.000000 Penalty: 5740.793457
	Iteration 98Q: 3 clusters Score -1.319088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -13190875.000000 Penalty: 5740.793457
	Iteration 99Q: 3 clusters Score -1.319088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -13190881.000000 Penalty: 5740.793457
	Iteration 100F: 3 clusters Score -1.319088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -13190883.000000 Penalty: 5740.793457
	Iteration 101Q: 3 clusters Score -1.319088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -13190878.000000 Penalty: 5740.793457
	Iteration 102Q: 3 clusters Score -1.319088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 104033 members 
Entering Unmasked Estep 
Score: -13190884.000000 Penalty: 5740.793457
	Iteration 103Q: 3 clusters Score -1.319088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -13190881.000000 Penalty: 5740.793457
	Iteration 104Q: 3 clusters Score -1.319088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -13190881.000000 Penalty: 5740.793457
	Iteration 105Q: 3 clusters Score -1.319088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -13190872.000000 Penalty: 5740.793457
	Iteration 106Q: 3 clusters Score -1.319087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 104045 members 
Entering Unmasked Estep 
Score: -13190869.000000 Penalty: 5740.793457
	Iteration 107Q: 3 clusters Score -1.319087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 104047 members 
Entering Unmasked Estep 
Score: -13190864.000000 Penalty: 5740.793457
	Iteration 108Q: 3 clusters Score -1.319086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 104050 members 
Entering Unmasked Estep 
Score: -13190883.000000 Penalty: 5740.793457
	Iteration 109Q: 3 clusters Score -1.319088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -13190876.000000 Penalty: 5740.793457
	Iteration 110Q: 3 clusters Score -1.319088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 104052 members 
Entering Unmasked Estep 
Score: -13190876.000000 Penalty: 5740.793457
	Iteration 111F: 3 clusters Score -1.319088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -431985.218750 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -431985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -428355.250000 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -428355.2 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -429101.218750 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -429101.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -429275.375000 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -429275.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -429390.843750 Penalty: 4059.656982
	Iteration 3Q: 3 clusters Score -429390.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -429470.250000 Penalty: 4059.656982
	Iteration 4Q: 3 clusters Score -429470.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -429520.031250 Penalty: 4059.656982
	Iteration 5Q: 3 clusters Score -429520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -429558.593750 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -429558.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -429598.281250 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -429598.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -429637.218750 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -429637.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -429661.437500 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -429661.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -429690.687500 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -429690.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -429716.812500 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -429716.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -429746.812500 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -429746.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -429770.468750 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -429770.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -429797.031250 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -429797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -429825.687500 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -429825.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -429856.000000 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -429856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -429893.968750 Penalty: 4059.656982
	Iteration 17Q: 3 clusters Score -429894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -429934.187500 Penalty: 4059.656982
	Iteration 18Q: 3 clusters Score -429934.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -429990.375000 Penalty: 4059.656982
	Iteration 19Q: 3 clusters Score -429990.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -430064.093750 Penalty: 4059.656982
	Iteration 20F: 3 clusters Score -430064.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -430158.031250 Penalty: 4059.656982
	Iteration 21Q: 3 clusters Score -430158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -430269.687500 Penalty: 4059.656982
	Iteration 22Q: 3 clusters Score -430269.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -430434.843750 Penalty: 4059.656982
	Iteration 23Q: 3 clusters Score -430434.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -430589.812500 Penalty: 4059.656982
	Iteration 24Q: 3 clusters Score -430589.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -430713.750000 Penalty: 4059.656982
	Iteration 25Q: 3 clusters Score -430713.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -430791.125000 Penalty: 4059.656982
	Iteration 26Q: 3 clusters Score -430791.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -430838.750000 Penalty: 4059.656982
	Iteration 27Q: 3 clusters Score -430838.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -430875.843750 Penalty: 4059.656982
	Iteration 28Q: 3 clusters Score -430875.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -430911.687500 Penalty: 4059.656982
	Iteration 29Q: 3 clusters Score -430911.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -430943.031250 Penalty: 4059.656982
	Iteration 30Q: 3 clusters Score -430943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -430962.156250 Penalty: 4059.656982
	Iteration 31Q: 3 clusters Score -430962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -430971.531250 Penalty: 4059.656982
	Iteration 32Q: 3 clusters Score -430971.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -430976.937500 Penalty: 4059.656982
	Iteration 33Q: 3 clusters Score -430976.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -430980.437500 Penalty: 4059.656982
	Iteration 34Q: 3 clusters Score -430980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -430981.968750 Penalty: 4059.656982
	Iteration 35Q: 3 clusters Score -430982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -430983.593750 Penalty: 4059.656982
	Iteration 36Q: 3 clusters Score -430983.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -430988.437500 Penalty: 4059.656982
	Iteration 37Q: 3 clusters Score -430988.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -430992.875000 Penalty: 4059.656982
	Iteration 38Q: 3 clusters Score -430992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -430998.531250 Penalty: 4059.656982
	Iteration 39Q: 3 clusters Score -430998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -431000.843750 Penalty: 4059.656982
	Iteration 40F: 3 clusters Score -431000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -431003.281250 Penalty: 4059.656982
	Iteration 41Q: 3 clusters Score -431003.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -431008.562500 Penalty: 4059.656982
	Iteration 42Q: 3 clusters Score -431008.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -431012.218750 Penalty: 4059.656982
	Iteration 43Q: 3 clusters Score -431012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -431015.375000 Penalty: 4059.656982
	Iteration 44Q: 3 clusters Score -431015.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -431019.625000 Penalty: 4059.656982
	Iteration 45Q: 3 clusters Score -431019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -431024.562500 Penalty: 4059.656982
	Iteration 46Q: 3 clusters Score -431024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -431030.750000 Penalty: 4059.656982
	Iteration 47Q: 3 clusters Score -431030.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -431037.593750 Penalty: 4059.656982
	Iteration 48Q: 3 clusters Score -431037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -431044.531250 Penalty: 4059.656982
	Iteration 49Q: 3 clusters Score -431044.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -431056.062500 Penalty: 4059.656982
	Iteration 50Q: 3 clusters Score -431056.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -431065.062500 Penalty: 4059.656982
	Iteration 51Q: 3 clusters Score -431065.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -431079.875000 Penalty: 4059.656982
	Iteration 52Q: 3 clusters Score -431079.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -431100.468750 Penalty: 4059.656982
	Iteration 53Q: 3 clusters Score -431100.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -431117.812500 Penalty: 4059.656982
	Iteration 54Q: 3 clusters Score -431117.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -431138.500000 Penalty: 4059.656982
	Iteration 55Q: 3 clusters Score -431138.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -431156.250000 Penalty: 4059.656982
	Iteration 56Q: 3 clusters Score -431156.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -431176.781250 Penalty: 4059.656982
	Iteration 57Q: 3 clusters Score -431176.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -431199.968750 Penalty: 4059.656982
	Iteration 58Q: 3 clusters Score -431200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -431227.468750 Penalty: 4059.656982
	Iteration 59Q: 3 clusters Score -431227.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -431263.968750 Penalty: 4059.656982
	Iteration 60F: 3 clusters Score -431264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -431299.968750 Penalty: 4059.656982
	Iteration 61Q: 3 clusters Score -431300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -431340.468750 Penalty: 4059.656982
	Iteration 62Q: 3 clusters Score -431340.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -431371.375000 Penalty: 4059.656982
	Iteration 63Q: 3 clusters Score -431371.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -431391.250000 Penalty: 4059.656982
	Iteration 64Q: 3 clusters Score -431391.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -431401.125000 Penalty: 4059.656982
	Iteration 65Q: 3 clusters Score -431401.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -431406.781250 Penalty: 4059.656982
	Iteration 66Q: 3 clusters Score -431406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -431411.500000 Penalty: 4059.656982
	Iteration 67Q: 3 clusters Score -431411.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -431413.125000 Penalty: 4059.656982
	Iteration 68Q: 3 clusters Score -431413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -431413.437500 Penalty: 4059.656982
	Iteration 69Q: 3 clusters Score -431413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -431415.187500 Penalty: 4059.656982
	Iteration 70Q: 3 clusters Score -431415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -431416.250000 Penalty: 4059.656982
	Iteration 71Q: 3 clusters Score -431416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -431415.906250 Penalty: 4059.656982
	Iteration 72Q: 3 clusters Score -431415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -431415.906250 Penalty: 4059.656982
	Iteration 73F: 3 clusters Score -431415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -371776.500000 Penalty: 1993.950928
	Iteration 0F: 2 clusters Score -371776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -368432.468750 Penalty: 3987.901855
	Iteration 0F: 3 clusters Score -368432.5 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -369136.437500 Penalty: 3987.901855
	Iteration 1F: 3 clusters Score -369136.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -369295.375000 Penalty: 3987.901855
	Iteration 2F: 3 clusters Score -369295.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -369403.281250 Penalty: 3987.901855
	Iteration 3Q: 3 clusters Score -369403.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -369473.656250 Penalty: 3987.901855
	Iteration 4Q: 3 clusters Score -369473.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -369529.906250 Penalty: 3987.901855
	Iteration 5Q: 3 clusters Score -369529.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -369579.812500 Penalty: 3987.901855
	Iteration 6Q: 3 clusters Score -369579.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369619.375000 Penalty: 3987.901855
	Iteration 7Q: 3 clusters Score -369619.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369643.218750 Penalty: 3987.901855
	Iteration 8Q: 3 clusters Score -369643.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -369656.468750 Penalty: 3987.901855
	Iteration 9Q: 3 clusters Score -369656.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -369667.125000 Penalty: 3987.901855
	Iteration 10Q: 3 clusters Score -369667.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -369675.437500 Penalty: 3987.901855
	Iteration 11Q: 3 clusters Score -369675.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -369681.687500 Penalty: 3987.901855
	Iteration 12Q: 3 clusters Score -369681.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -369687.625000 Penalty: 3987.901855
	Iteration 13Q: 3 clusters Score -369687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -369691.968750 Penalty: 3987.901855
	Iteration 14Q: 3 clusters Score -369692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -369695.468750 Penalty: 3987.901855
	Iteration 15Q: 3 clusters Score -369695.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -369702.593750 Penalty: 3987.901855
	Iteration 16Q: 3 clusters Score -369702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -369706.968750 Penalty: 3987.901855
	Iteration 17Q: 3 clusters Score -369707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -369710.437500 Penalty: 3987.901855
	Iteration 18Q: 3 clusters Score -369710.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -369714.062500 Penalty: 3987.901855
	Iteration 19Q: 3 clusters Score -369714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -369714.656250 Penalty: 3987.901855
	Iteration 20F: 3 clusters Score -369714.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Entering Unmasked Estep 
Score: -779644.875000 Penalty: 2185.622070
	Iteration 0F: 2 clusters Score -779644.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -774017.437500 Penalty: 4371.244141
	Iteration 0F: 3 clusters Score -774017.4 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -775501.625000 Penalty: 4371.244141
	Iteration 1F: 3 clusters Score -775501.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -775735.375000 Penalty: 4371.244141
	Iteration 2F: 3 clusters Score -775735.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -775943.000000 Penalty: 4371.244141
	Iteration 3Q: 3 clusters Score -775943 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -776200.125000 Penalty: 4371.244141
	Iteration 4Q: 3 clusters Score -776200.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -776438.562500 Penalty: 4371.244141
	Iteration 5F: 3 clusters Score -776438.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -776621.062500 Penalty: 4371.244141
	Iteration 6Q: 3 clusters Score -776621.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -776811.125000 Penalty: 4371.244141
	Iteration 7Q: 3 clusters Score -776811.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -776989.125000 Penalty: 4371.244141
	Iteration 8Q: 3 clusters Score -776989.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -777159.437500 Penalty: 4371.244141
	Iteration 9Q: 3 clusters Score -777159.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -777313.437500 Penalty: 4371.244141
	Iteration 10Q: 3 clusters Score -777313.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -777449.750000 Penalty: 4371.244141
	Iteration 11Q: 3 clusters Score -777449.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -777586.125000 Penalty: 4371.244141
	Iteration 12Q: 3 clusters Score -777586.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -777695.250000 Penalty: 4371.244141
	Iteration 13Q: 3 clusters Score -777695.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -777776.000000 Penalty: 4371.244141
	Iteration 14Q: 3 clusters Score -777776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -777841.250000 Penalty: 4371.244141
	Iteration 15Q: 3 clusters Score -777841.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -777897.125000 Penalty: 4371.244141
	Iteration 16Q: 3 clusters Score -777897.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -777932.750000 Penalty: 4371.244141
	Iteration 17Q: 3 clusters Score -777932.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -777976.187500 Penalty: 4371.244141
	Iteration 18Q: 3 clusters Score -777976.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -778011.750000 Penalty: 4371.244141
	Iteration 19Q: 3 clusters Score -778011.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -778041.187500 Penalty: 4371.244141
	Iteration 20F: 3 clusters Score -778041.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -778059.437500 Penalty: 4371.244141
	Iteration 21Q: 3 clusters Score -778059.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -778084.375000 Penalty: 4371.244141
	Iteration 22Q: 3 clusters Score -778084.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -778104.500000 Penalty: 4371.244141
	Iteration 23Q: 3 clusters Score -778104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -778122.312500 Penalty: 4371.244141
	Iteration 24Q: 3 clusters Score -778122.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -778139.500000 Penalty: 4371.244141
	Iteration 25Q: 3 clusters Score -778139.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -778153.625000 Penalty: 4371.244141
	Iteration 26Q: 3 clusters Score -778153.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -778170.625000 Penalty: 4371.244141
	Iteration 27Q: 3 clusters Score -778170.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -778185.125000 Penalty: 4371.244141
	Iteration 28Q: 3 clusters Score -778185.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -778200.437500 Penalty: 4371.244141
	Iteration 29Q: 3 clusters Score -778200.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -778208.375000 Penalty: 4371.244141
	Iteration 30Q: 3 clusters Score -778208.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -778215.312500 Penalty: 4371.244141
	Iteration 31Q: 3 clusters Score -778215.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -778225.187500 Penalty: 4371.244141
	Iteration 32Q: 3 clusters Score -778225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -778233.500000 Penalty: 4371.244141
	Iteration 33Q: 3 clusters Score -778233.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -778244.125000 Penalty: 4371.244141
	Iteration 34Q: 3 clusters Score -778244.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -778247.875000 Penalty: 4371.244141
	Iteration 35Q: 3 clusters Score -778247.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -778253.125000 Penalty: 4371.244141
	Iteration 36Q: 3 clusters Score -778253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -778257.000000 Penalty: 4371.244141
	Iteration 37Q: 3 clusters Score -778257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -778257.437500 Penalty: 4371.244141
	Iteration 38Q: 3 clusters Score -778257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -778261.750000 Penalty: 4371.244141
	Iteration 39Q: 3 clusters Score -778261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -778265.937500 Penalty: 4371.244141
	Iteration 40F: 3 clusters Score -778265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -778265.625000 Penalty: 4371.244141
	Iteration 41Q: 3 clusters Score -778265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -778266.687500 Penalty: 4371.244141
	Iteration 42Q: 3 clusters Score -778266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -778267.312500 Penalty: 4371.244141
	Iteration 43Q: 3 clusters Score -778267.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -778267.312500 Penalty: 4371.244141
	Iteration 44F: 3 clusters Score -778267.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161894 members 
Entering Unmasked Estep 
Score: -20126236.000000 Penalty: 2974.684814
	Iteration 0F: 2 clusters Score -2.012624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -20019070.000000 Penalty: 5949.369629
	Iteration 0F: 3 clusters Score -2.001907e+07 nChanged 77414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -20064492.000000 Penalty: 5949.369629
	Iteration 1F: 3 clusters Score -2.006449e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -20065756.000000 Penalty: 5949.369629
	Iteration 2Q: 3 clusters Score -2.006576e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -20067448.000000 Penalty: 5949.369629
	Iteration 3Q: 3 clusters Score -2.006745e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -20070104.000000 Penalty: 5949.369629
	Iteration 4Q: 3 clusters Score -2.00701e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -20074356.000000 Penalty: 5949.369629
	Iteration 5F: 3 clusters Score -2.007436e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -20081248.000000 Penalty: 5949.369629
	Iteration 6F: 3 clusters Score -2.008125e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -20091658.000000 Penalty: 5949.369629
	Iteration 7F: 3 clusters Score -2.009166e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128421 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -20103970.000000 Penalty: 5949.369629
	Iteration 8F: 3 clusters Score -2.010397e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137486 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -20113794.000000 Penalty: 5949.369629
	Iteration 9F: 3 clusters Score -2.011379e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142896 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -20119014.000000 Penalty: 5949.369629
	Iteration 10Q: 3 clusters Score -2.011901e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145952 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -20121454.000000 Penalty: 5949.369629
	Iteration 11Q: 3 clusters Score -2.012145e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148095 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -20122556.000000 Penalty: 5949.369629
	Iteration 12Q: 3 clusters Score -2.012256e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -20123084.000000 Penalty: 5949.369629
	Iteration 13Q: 3 clusters Score -2.012308e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -20123604.000000 Penalty: 5949.369629
	Iteration 14Q: 3 clusters Score -2.01236e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -20123790.000000 Penalty: 5949.369629
	Iteration 15Q: 3 clusters Score -2.012379e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153095 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -20124024.000000 Penalty: 5949.369629
	Iteration 16Q: 3 clusters Score -2.012402e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -20124156.000000 Penalty: 5949.369629
	Iteration 17Q: 3 clusters Score -2.012416e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154555 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -20124286.000000 Penalty: 5949.369629
	Iteration 18Q: 3 clusters Score -2.012429e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -20124370.000000 Penalty: 5949.369629
	Iteration 19Q: 3 clusters Score -2.012437e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155610 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -20124372.000000 Penalty: 5949.369629
	Iteration 20F: 3 clusters Score -2.012437e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -20124472.000000 Penalty: 5949.369629
	Iteration 21Q: 3 clusters Score -2.012447e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156406 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -20124530.000000 Penalty: 5949.369629
	Iteration 22Q: 3 clusters Score -2.012453e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156696 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -20124536.000000 Penalty: 5949.369629
	Iteration 23Q: 3 clusters Score -2.012454e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -20124524.000000 Penalty: 5949.369629
	Iteration 24Q: 3 clusters Score -2.012452e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157139 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -20124560.000000 Penalty: 5949.369629
	Iteration 25Q: 3 clusters Score -2.012456e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -20124560.000000 Penalty: 5949.369629
	Iteration 26Q: 3 clusters Score -2.012456e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -20124582.000000 Penalty: 5949.369629
	Iteration 27Q: 3 clusters Score -2.012458e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -20124570.000000 Penalty: 5949.369629
	Iteration 28Q: 3 clusters Score -2.012457e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -20124588.000000 Penalty: 5949.369629
	Iteration 29Q: 3 clusters Score -2.012459e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -20124674.000000 Penalty: 5949.369629
	Iteration 30Q: 3 clusters Score -2.012467e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157964 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -20124674.000000 Penalty: 5949.369629
	Iteration 31Q: 3 clusters Score -2.012467e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -20124722.000000 Penalty: 5949.369629
	Iteration 32Q: 3 clusters Score -2.012472e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158147 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -20124686.000000 Penalty: 5949.369629
	Iteration 33Q: 3 clusters Score -2.012469e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158232 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -20124700.000000 Penalty: 5949.369629
	Iteration 34Q: 3 clusters Score -2.01247e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158311 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20124706.000000 Penalty: 5949.369629
	Iteration 35Q: 3 clusters Score -2.012471e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -20124754.000000 Penalty: 5949.369629
	Iteration 36Q: 3 clusters Score -2.012475e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158434 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -20124738.000000 Penalty: 5949.369629
	Iteration 37Q: 3 clusters Score -2.012474e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -20124738.000000 Penalty: 5949.369629
	Iteration 38Q: 3 clusters Score -2.012474e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158536 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -20124732.000000 Penalty: 5949.369629
	Iteration 39Q: 3 clusters Score -2.012473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20124748.000000 Penalty: 5949.369629
	Iteration 40F: 3 clusters Score -2.012475e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158606 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -20124778.000000 Penalty: 5949.369629
	Iteration 41Q: 3 clusters Score -2.012478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -20124780.000000 Penalty: 5949.369629
	Iteration 42Q: 3 clusters Score -2.012478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158683 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20124754.000000 Penalty: 5949.369629
	Iteration 43Q: 3 clusters Score -2.012475e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -20124748.000000 Penalty: 5949.369629
	Iteration 44Q: 3 clusters Score -2.012475e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -20124764.000000 Penalty: 5949.369629
	Iteration 45Q: 3 clusters Score -2.012476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158782 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -20124762.000000 Penalty: 5949.369629
	Iteration 46Q: 3 clusters Score -2.012476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20124782.000000 Penalty: 5949.369629
	Iteration 47Q: 3 clusters Score -2.012478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -20124786.000000 Penalty: 5949.369629
	Iteration 48Q: 3 clusters Score -2.012479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -20124780.000000 Penalty: 5949.369629
	Iteration 49Q: 3 clusters Score -2.012478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -20124786.000000 Penalty: 5949.369629
	Iteration 50Q: 3 clusters Score -2.012479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158876 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5949.369629
	Iteration 51Q: 3 clusters Score -2.012477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5949.369629
	Iteration 52Q: 3 clusters Score -2.012477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158889 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -20124774.000000 Penalty: 5949.369629
	Iteration 53Q: 3 clusters Score -2.012477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158894 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20124766.000000 Penalty: 5949.369629
	Iteration 54Q: 3 clusters Score -2.012477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158901 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -20124774.000000 Penalty: 5949.369629
	Iteration 55Q: 3 clusters Score -2.012477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5949.369629
	Iteration 56Q: 3 clusters Score -2.012477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158918 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20124780.000000 Penalty: 5949.369629
	Iteration 57Q: 3 clusters Score -2.012478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158924 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -20124772.000000 Penalty: 5949.369629
	Iteration 58Q: 3 clusters Score -2.012477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -20124764.000000 Penalty: 5949.369629
	Iteration 59Q: 3 clusters Score -2.012476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -20124760.000000 Penalty: 5949.369629
	Iteration 60F: 3 clusters Score -2.012476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158941 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -20124760.000000 Penalty: 5949.369629
	Iteration 61Q: 3 clusters Score -2.012476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158944 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -20124768.000000 Penalty: 5949.369629
	Iteration 62Q: 3 clusters Score -2.012477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158947 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20124748.000000 Penalty: 5949.369629
	Iteration 63Q: 3 clusters Score -2.012475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20124736.000000 Penalty: 5949.369629
	Iteration 64Q: 3 clusters Score -2.012474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158953 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -20124748.000000 Penalty: 5949.369629
	Iteration 65Q: 3 clusters Score -2.012475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -20124742.000000 Penalty: 5949.369629
	Iteration 66Q: 3 clusters Score -2.012474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158960 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -20124732.000000 Penalty: 5949.369629
	Iteration 67Q: 3 clusters Score -2.012473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158967 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -20124732.000000 Penalty: 5949.369629
	Iteration 68Q: 3 clusters Score -2.012473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -20124726.000000 Penalty: 5949.369629
	Iteration 69Q: 3 clusters Score -2.012473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158978 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -20124748.000000 Penalty: 5949.369629
	Iteration 70Q: 3 clusters Score -2.012475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158983 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -20124756.000000 Penalty: 5949.369629
	Iteration 71Q: 3 clusters Score -2.012476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158983 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -20124756.000000 Penalty: 5949.369629
	Iteration 72Q: 3 clusters Score -2.012476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -20124748.000000 Penalty: 5949.369629
	Iteration 73Q: 3 clusters Score -2.012475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -20124746.000000 Penalty: 5949.369629
	Iteration 74Q: 3 clusters Score -2.012475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -20124746.000000 Penalty: 5949.369629
	Iteration 75F: 3 clusters Score -2.012475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187416 members 
Entering Unmasked Estep 
Score: -22996370.000000 Penalty: 3010.989258
	Iteration 0F: 2 clusters Score -2.299637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -22872824.000000 Penalty: 6021.978516
	Iteration 0F: 3 clusters Score -2.287282e+07 nChanged 90125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -22925572.000000 Penalty: 6021.978516
	Iteration 1F: 3 clusters Score -2.292557e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 87316 members 
Entering Unmasked Estep 
Score: -22926442.000000 Penalty: 6021.978516
	Iteration 2Q: 3 clusters Score -2.292644e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -22927580.000000 Penalty: 6021.978516
	Iteration 3Q: 3 clusters Score -2.292758e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -22929558.000000 Penalty: 6021.978516
	Iteration 4Q: 3 clusters Score -2.292956e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119199 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -22933718.000000 Penalty: 6021.978516
	Iteration 5Q: 3 clusters Score -2.293372e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132683 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -22942330.000000 Penalty: 6021.978516
	Iteration 6F: 3 clusters Score -2.294233e+07 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150356 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -22957610.000000 Penalty: 6021.978516
	Iteration 7F: 3 clusters Score -2.295761e+07 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -22975992.000000 Penalty: 6021.978516
	Iteration 8F: 3 clusters Score -2.297599e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181348 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -22988216.000000 Penalty: 6021.978516
	Iteration 9F: 3 clusters Score -2.298822e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -22992426.000000 Penalty: 6021.978516
	Iteration 10Q: 3 clusters Score -2.299243e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187077 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22993326.000000 Penalty: 6021.978516
	Iteration 11Q: 3 clusters Score -2.299333e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187227 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22993584.000000 Penalty: 6021.978516
	Iteration 12Q: 3 clusters Score -2.299358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187253 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22993668.000000 Penalty: 6021.978516
	Iteration 13Q: 3 clusters Score -2.299367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187262 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22993718.000000 Penalty: 6021.978516
	Iteration 14Q: 3 clusters Score -2.299372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187269 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22993740.000000 Penalty: 6021.978516
	Iteration 15Q: 3 clusters Score -2.299374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22993744.000000 Penalty: 6021.978516
	Iteration 16Q: 3 clusters Score -2.299374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187276 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22993750.000000 Penalty: 6021.978516
	Iteration 17Q: 3 clusters Score -2.299375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22993756.000000 Penalty: 6021.978516
	Iteration 18Q: 3 clusters Score -2.299376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22993744.000000 Penalty: 6021.978516
	Iteration 19Q: 3 clusters Score -2.299374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187277 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22993744.000000 Penalty: 6021.978516
	Iteration 20F: 3 clusters Score -2.299374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -702041.500000 Penalty: 2137.742676
	Iteration 0F: 2 clusters Score -702041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -697166.625000 Penalty: 4275.485352
	Iteration 0F: 3 clusters Score -697166.6 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -698363.437500 Penalty: 4275.485352
	Iteration 1F: 3 clusters Score -698363.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -698592.625000 Penalty: 4275.485352
	Iteration 2F: 3 clusters Score -698592.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -698731.000000 Penalty: 4275.485352
	Iteration 3F: 3 clusters Score -698731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -698808.312500 Penalty: 4275.485352
	Iteration 4Q: 3 clusters Score -698808.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -698860.312500 Penalty: 4275.485352
	Iteration 5Q: 3 clusters Score -698860.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -698892.312500 Penalty: 4275.485352
	Iteration 6Q: 3 clusters Score -698892.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -698920.750000 Penalty: 4275.485352
	Iteration 7Q: 3 clusters Score -698920.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -698935.875000 Penalty: 4275.485352
	Iteration 8Q: 3 clusters Score -698935.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -698948.625000 Penalty: 4275.485352
	Iteration 9Q: 3 clusters Score -698948.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -698954.125000 Penalty: 4275.485352
	Iteration 10Q: 3 clusters Score -698954.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -698965.562500 Penalty: 4275.485352
	Iteration 11Q: 3 clusters Score -698965.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -698972.125000 Penalty: 4275.485352
	Iteration 12Q: 3 clusters Score -698972.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -698982.750000 Penalty: 4275.485352
	Iteration 13Q: 3 clusters Score -698982.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -698990.937500 Penalty: 4275.485352
	Iteration 14Q: 3 clusters Score -698990.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -699000.937500 Penalty: 4275.485352
	Iteration 15Q: 3 clusters Score -699000.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -699008.250000 Penalty: 4275.485352
	Iteration 16Q: 3 clusters Score -699008.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -699015.375000 Penalty: 4275.485352
	Iteration 17Q: 3 clusters Score -699015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -699020.375000 Penalty: 4275.485352
	Iteration 18Q: 3 clusters Score -699020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -699022.187500 Penalty: 4275.485352
	Iteration 19Q: 3 clusters Score -699022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -699026.875000 Penalty: 4275.485352
	Iteration 20F: 3 clusters Score -699026.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -699030.125000 Penalty: 4275.485352
	Iteration 21Q: 3 clusters Score -699030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -699032.687500 Penalty: 4275.485352
	Iteration 22Q: 3 clusters Score -699032.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -699038.437500 Penalty: 4275.485352
	Iteration 23Q: 3 clusters Score -699038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -699040.937500 Penalty: 4275.485352
	Iteration 24Q: 3 clusters Score -699040.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -699044.687500 Penalty: 4275.485352
	Iteration 25Q: 3 clusters Score -699044.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -699047.500000 Penalty: 4275.485352
	Iteration 26Q: 3 clusters Score -699047.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -699052.250000 Penalty: 4275.485352
	Iteration 27Q: 3 clusters Score -699052.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -699053.812500 Penalty: 4275.485352
	Iteration 28Q: 3 clusters Score -699053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -699057.375000 Penalty: 4275.485352
	Iteration 29Q: 3 clusters Score -699057.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -699061.125000 Penalty: 4275.485352
	Iteration 30Q: 3 clusters Score -699061.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -699065.312500 Penalty: 4275.485352
	Iteration 31Q: 3 clusters Score -699065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -699070.062500 Penalty: 4275.485352
	Iteration 32Q: 3 clusters Score -699070.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -699073.750000 Penalty: 4275.485352
	Iteration 33Q: 3 clusters Score -699073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -699077.500000 Penalty: 4275.485352
	Iteration 34Q: 3 clusters Score -699077.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -699081.562500 Penalty: 4275.485352
	Iteration 35Q: 3 clusters Score -699081.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -699084.812500 Penalty: 4275.485352
	Iteration 36Q: 3 clusters Score -699084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -699089.937500 Penalty: 4275.485352
	Iteration 37Q: 3 clusters Score -699089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -699096.250000 Penalty: 4275.485352
	Iteration 38Q: 3 clusters Score -699096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -699101.500000 Penalty: 4275.485352
	Iteration 39Q: 3 clusters Score -699101.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -699107.875000 Penalty: 4275.485352
	Iteration 40F: 3 clusters Score -699107.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -699115.812500 Penalty: 4275.485352
	Iteration 41Q: 3 clusters Score -699115.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -699126.375000 Penalty: 4275.485352
	Iteration 42Q: 3 clusters Score -699126.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -699135.875000 Penalty: 4275.485352
	Iteration 43Q: 3 clusters Score -699135.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -699144.437500 Penalty: 4275.485352
	Iteration 44Q: 3 clusters Score -699144.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -699152.687500 Penalty: 4275.485352
	Iteration 45Q: 3 clusters Score -699152.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -699163.500000 Penalty: 4275.485352
	Iteration 46Q: 3 clusters Score -699163.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -699170.000000 Penalty: 4275.485352
	Iteration 47Q: 3 clusters Score -699170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -699182.062500 Penalty: 4275.485352
	Iteration 48Q: 3 clusters Score -699182.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -699196.250000 Penalty: 4275.485352
	Iteration 49Q: 3 clusters Score -699196.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -699216.750000 Penalty: 4275.485352
	Iteration 50Q: 3 clusters Score -699216.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -699232.687500 Penalty: 4275.485352
	Iteration 51Q: 3 clusters Score -699232.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -699252.937500 Penalty: 4275.485352
	Iteration 52Q: 3 clusters Score -699252.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -699272.812500 Penalty: 4275.485352
	Iteration 53Q: 3 clusters Score -699272.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -699298.625000 Penalty: 4275.485352
	Iteration 54Q: 3 clusters Score -699298.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -699323.875000 Penalty: 4275.485352
	Iteration 55Q: 3 clusters Score -699323.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -699347.750000 Penalty: 4275.485352
	Iteration 56Q: 3 clusters Score -699347.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -699374.937500 Penalty: 4275.485352
	Iteration 57Q: 3 clusters Score -699374.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -699404.375000 Penalty: 4275.485352
	Iteration 58Q: 3 clusters Score -699404.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -699431.125000 Penalty: 4275.485352
	Iteration 59Q: 3 clusters Score -699431.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -699469.250000 Penalty: 4275.485352
	Iteration 60F: 3 clusters Score -699469.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -699512.875000 Penalty: 4275.485352
	Iteration 61Q: 3 clusters Score -699512.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -699558.500000 Penalty: 4275.485352
	Iteration 62Q: 3 clusters Score -699558.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -699604.750000 Penalty: 4275.485352
	Iteration 63Q: 3 clusters Score -699604.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -699654.125000 Penalty: 4275.485352
	Iteration 64Q: 3 clusters Score -699654.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -699703.000000 Penalty: 4275.485352
	Iteration 65Q: 3 clusters Score -699703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -699749.250000 Penalty: 4275.485352
	Iteration 66Q: 3 clusters Score -699749.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -699788.937500 Penalty: 4275.485352
	Iteration 67Q: 3 clusters Score -699788.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -699829.062500 Penalty: 4275.485352
	Iteration 68Q: 3 clusters Score -699829.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -699869.375000 Penalty: 4275.485352
	Iteration 69Q: 3 clusters Score -699869.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -699899.562500 Penalty: 4275.485352
	Iteration 70Q: 3 clusters Score -699899.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -699925.375000 Penalty: 4275.485352
	Iteration 71Q: 3 clusters Score -699925.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -699948.562500 Penalty: 4275.485352
	Iteration 72Q: 3 clusters Score -699948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -699969.437500 Penalty: 4275.485352
	Iteration 73Q: 3 clusters Score -699969.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -699983.812500 Penalty: 4275.485352
	Iteration 74Q: 3 clusters Score -699983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -699997.875000 Penalty: 4275.485352
	Iteration 75Q: 3 clusters Score -699997.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -700015.562500 Penalty: 4275.485352
	Iteration 76Q: 3 clusters Score -700015.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -700030.500000 Penalty: 4275.485352
	Iteration 77Q: 3 clusters Score -700030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -700043.437500 Penalty: 4275.485352
	Iteration 78Q: 3 clusters Score -700043.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -700051.062500 Penalty: 4275.485352
	Iteration 79Q: 3 clusters Score -700051.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -700060.000000 Penalty: 4275.485352
	Iteration 80F: 3 clusters Score -700060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -700071.500000 Penalty: 4275.485352
	Iteration 81Q: 3 clusters Score -700071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -700078.437500 Penalty: 4275.485352
	Iteration 82Q: 3 clusters Score -700078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -700084.750000 Penalty: 4275.485352
	Iteration 83Q: 3 clusters Score -700084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -700093.375000 Penalty: 4275.485352
	Iteration 84Q: 3 clusters Score -700093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -700101.250000 Penalty: 4275.485352
	Iteration 85Q: 3 clusters Score -700101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -700107.687500 Penalty: 4275.485352
	Iteration 86Q: 3 clusters Score -700107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -700112.812500 Penalty: 4275.485352
	Iteration 87Q: 3 clusters Score -700112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -700117.437500 Penalty: 4275.485352
	Iteration 88Q: 3 clusters Score -700117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -700122.312500 Penalty: 4275.485352
	Iteration 89Q: 3 clusters Score -700122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -700126.125000 Penalty: 4275.485352
	Iteration 90Q: 3 clusters Score -700126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -700128.437500 Penalty: 4275.485352
	Iteration 91Q: 3 clusters Score -700128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -700130.687500 Penalty: 4275.485352
	Iteration 92Q: 3 clusters Score -700130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -700132.062500 Penalty: 4275.485352
	Iteration 93Q: 3 clusters Score -700132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -700132.062500 Penalty: 4275.485352
	Iteration 94F: 3 clusters Score -700132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Entering Unmasked Estep 
Score: -7246906.500000 Penalty: 2721.596680
	Iteration 0F: 2 clusters Score -7246906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -7207943.000000 Penalty: 5443.193359
	Iteration 0F: 3 clusters Score -7207943 nChanged 26989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -7223297.000000 Penalty: 5443.193359
	Iteration 1F: 3 clusters Score -7223297 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -7224090.500000 Penalty: 5443.193359
	Iteration 2Q: 3 clusters Score -7224090 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -7225014.500000 Penalty: 5443.193359
	Iteration 3Q: 3 clusters Score -7225014 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -7226232.500000 Penalty: 5443.193359
	Iteration 4Q: 3 clusters Score -7226232 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7227892.500000 Penalty: 5443.193359
	Iteration 5F: 3 clusters Score -7227892 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7230500.000000 Penalty: 5443.193359
	Iteration 6F: 3 clusters Score -7230500 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7234190.000000 Penalty: 5443.193359
	Iteration 7F: 3 clusters Score -7234190 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7237861.000000 Penalty: 5443.193359
	Iteration 8F: 3 clusters Score -7237861 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -7240109.500000 Penalty: 5443.193359
	Iteration 9Q: 3 clusters Score -7240110 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -7241154.500000 Penalty: 5443.193359
	Iteration 10Q: 3 clusters Score -7241154 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -7241643.000000 Penalty: 5443.193359
	Iteration 11Q: 3 clusters Score -7241643 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -7241997.500000 Penalty: 5443.193359
	Iteration 12Q: 3 clusters Score -7241998 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -7242249.500000 Penalty: 5443.193359
	Iteration 13Q: 3 clusters Score -7242250 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -7242504.500000 Penalty: 5443.193359
	Iteration 14Q: 3 clusters Score -7242504 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -7242704.000000 Penalty: 5443.193359
	Iteration 15Q: 3 clusters Score -7242704 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -7242874.500000 Penalty: 5443.193359
	Iteration 16Q: 3 clusters Score -7242874 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -7243112.500000 Penalty: 5443.193359
	Iteration 17Q: 3 clusters Score -7243112 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -7243297.000000 Penalty: 5443.193359
	Iteration 18Q: 3 clusters Score -7243297 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -7243511.000000 Penalty: 5443.193359
	Iteration 19Q: 3 clusters Score -7243511 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -7243651.000000 Penalty: 5443.193359
	Iteration 20F: 3 clusters Score -7243651 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -7243764.500000 Penalty: 5443.193359
	Iteration 21Q: 3 clusters Score -7243764 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 52716 members 
Entering Unmasked Estep 
Score: -7243856.500000 Penalty: 5443.193359
	Iteration 22Q: 3 clusters Score -7243856 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -7244037.500000 Penalty: 5443.193359
	Iteration 23Q: 3 clusters Score -7244038 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7244115.500000 Penalty: 5443.193359
	Iteration 24Q: 3 clusters Score -7244116 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -7244213.000000 Penalty: 5443.193359
	Iteration 25Q: 3 clusters Score -7244213 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -7244283.000000 Penalty: 5443.193359
	Iteration 26Q: 3 clusters Score -7244283 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -7244336.500000 Penalty: 5443.193359
	Iteration 27Q: 3 clusters Score -7244336 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7244386.000000 Penalty: 5443.193359
	Iteration 28Q: 3 clusters Score -7244386 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -7244437.000000 Penalty: 5443.193359
	Iteration 29Q: 3 clusters Score -7244437 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -7244482.500000 Penalty: 5443.193359
	Iteration 30Q: 3 clusters Score -7244482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7244509.500000 Penalty: 5443.193359
	Iteration 31Q: 3 clusters Score -7244510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -7244543.000000 Penalty: 5443.193359
	Iteration 32Q: 3 clusters Score -7244543 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -7244550.500000 Penalty: 5443.193359
	Iteration 33Q: 3 clusters Score -7244550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7244566.500000 Penalty: 5443.193359
	Iteration 34Q: 3 clusters Score -7244566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -7244588.000000 Penalty: 5443.193359
	Iteration 35Q: 3 clusters Score -7244588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -7244607.500000 Penalty: 5443.193359
	Iteration 36Q: 3 clusters Score -7244608 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -7244619.000000 Penalty: 5443.193359
	Iteration 37Q: 3 clusters Score -7244619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -7244638.000000 Penalty: 5443.193359
	Iteration 38Q: 3 clusters Score -7244638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7244657.000000 Penalty: 5443.193359
	Iteration 39Q: 3 clusters Score -7244657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -7244673.500000 Penalty: 5443.193359
	Iteration 40F: 3 clusters Score -7244674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -7244697.500000 Penalty: 5443.193359
	Iteration 41Q: 3 clusters Score -7244698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -7244692.000000 Penalty: 5443.193359
	Iteration 42Q: 3 clusters Score -7244692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7244696.500000 Penalty: 5443.193359
	Iteration 43Q: 3 clusters Score -7244696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -7244707.500000 Penalty: 5443.193359
	Iteration 44Q: 3 clusters Score -7244708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -7244713.000000 Penalty: 5443.193359
	Iteration 45Q: 3 clusters Score -7244713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -7244724.000000 Penalty: 5443.193359
	Iteration 46Q: 3 clusters Score -7244724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -7244739.500000 Penalty: 5443.193359
	Iteration 47Q: 3 clusters Score -7244740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -7244736.500000 Penalty: 5443.193359
	Iteration 48Q: 3 clusters Score -7244736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -7244738.500000 Penalty: 5443.193359
	Iteration 49Q: 3 clusters Score -7244738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -7244741.500000 Penalty: 5443.193359
	Iteration 50Q: 3 clusters Score -7244742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -7244746.000000 Penalty: 5443.193359
	Iteration 51Q: 3 clusters Score -7244746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -7244752.000000 Penalty: 5443.193359
	Iteration 52Q: 3 clusters Score -7244752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -7244742.000000 Penalty: 5443.193359
	Iteration 53Q: 3 clusters Score -7244742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7244754.000000 Penalty: 5443.193359
	Iteration 54Q: 3 clusters Score -7244754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -7244748.500000 Penalty: 5443.193359
	Iteration 55Q: 3 clusters Score -7244748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -7244752.500000 Penalty: 5443.193359
	Iteration 56Q: 3 clusters Score -7244752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -7244751.500000 Penalty: 5443.193359
	Iteration 57Q: 3 clusters Score -7244752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -7244756.500000 Penalty: 5443.193359
	Iteration 58Q: 3 clusters Score -7244756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -7244751.000000 Penalty: 5443.193359
	Iteration 59Q: 3 clusters Score -7244751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -7244754.500000 Penalty: 5443.193359
	Iteration 60F: 3 clusters Score -7244754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -7244756.000000 Penalty: 5443.193359
	Iteration 61Q: 3 clusters Score -7244756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -7244757.500000 Penalty: 5443.193359
	Iteration 62Q: 3 clusters Score -7244758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -7244761.500000 Penalty: 5443.193359
	Iteration 63Q: 3 clusters Score -7244762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -7244757.500000 Penalty: 5443.193359
	Iteration 64Q: 3 clusters Score -7244758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -7244763.000000 Penalty: 5443.193359
	Iteration 65Q: 3 clusters Score -7244763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -7244762.500000 Penalty: 5443.193359
	Iteration 66Q: 3 clusters Score -7244762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -7244760.500000 Penalty: 5443.193359
	Iteration 67Q: 3 clusters Score -7244760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -7244768.500000 Penalty: 5443.193359
	Iteration 68Q: 3 clusters Score -7244768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -7244768.500000 Penalty: 5443.193359
	Iteration 69Q: 3 clusters Score -7244768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -7244773.000000 Penalty: 5443.193359
	Iteration 70Q: 3 clusters Score -7244773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -7244773.000000 Penalty: 5443.193359
	Iteration 71F: 3 clusters Score -7244773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Entering Unmasked Estep 
Score: -20548298.000000 Penalty: 2982.928711
	Iteration 0F: 2 clusters Score -2.05483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -20438462.000000 Penalty: 5965.857422
	Iteration 0F: 3 clusters Score -2.043846e+07 nChanged 79984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -20485412.000000 Penalty: 5965.857422
	Iteration 1F: 3 clusters Score -2.048541e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -20486684.000000 Penalty: 5965.857422
	Iteration 2Q: 3 clusters Score -2.048668e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -20488324.000000 Penalty: 5965.857422
	Iteration 3Q: 3 clusters Score -2.048832e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93560 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -20490252.000000 Penalty: 5965.857422
	Iteration 4Q: 3 clusters Score -2.049025e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -20492914.000000 Penalty: 5965.857422
	Iteration 5Q: 3 clusters Score -2.049291e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -20496818.000000 Penalty: 5965.857422
	Iteration 6Q: 3 clusters Score -2.049682e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112275 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -20503048.000000 Penalty: 5965.857422
	Iteration 7F: 3 clusters Score -2.050305e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121379 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -20511386.000000 Penalty: 5965.857422
	Iteration 8F: 3 clusters Score -2.051139e+07 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130145 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -20520092.000000 Penalty: 5965.857422
	Iteration 9F: 3 clusters Score -2.052009e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137212 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -20527156.000000 Penalty: 5965.857422
	Iteration 10Q: 3 clusters Score -2.052716e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142378 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -20531894.000000 Penalty: 5965.857422
	Iteration 11Q: 3 clusters Score -2.053189e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146277 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -20535148.000000 Penalty: 5965.857422
	Iteration 12Q: 3 clusters Score -2.053515e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -20537310.000000 Penalty: 5965.857422
	Iteration 13Q: 3 clusters Score -2.053731e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -20539110.000000 Penalty: 5965.857422
	Iteration 14Q: 3 clusters Score -2.053911e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -20540706.000000 Penalty: 5965.857422
	Iteration 15Q: 3 clusters Score -2.054071e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157595 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -20541860.000000 Penalty: 5965.857422
	Iteration 16Q: 3 clusters Score -2.054186e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -20543020.000000 Penalty: 5965.857422
	Iteration 17Q: 3 clusters Score -2.054302e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161633 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -20543798.000000 Penalty: 5965.857422
	Iteration 18Q: 3 clusters Score -2.05438e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -20544420.000000 Penalty: 5965.857422
	Iteration 19Q: 3 clusters Score -2.054442e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -20544870.000000 Penalty: 5965.857422
	Iteration 20F: 3 clusters Score -2.054487e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164857 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -20545118.000000 Penalty: 5965.857422
	Iteration 21Q: 3 clusters Score -2.054512e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165424 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -20545318.000000 Penalty: 5965.857422
	Iteration 22Q: 3 clusters Score -2.054532e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20545466.000000 Penalty: 5965.857422
	Iteration 23Q: 3 clusters Score -2.054547e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20545554.000000 Penalty: 5965.857422
	Iteration 24Q: 3 clusters Score -2.054555e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166177 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -20545626.000000 Penalty: 5965.857422
	Iteration 25Q: 3 clusters Score -2.054563e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20545708.000000 Penalty: 5965.857422
	Iteration 26Q: 3 clusters Score -2.054571e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20545748.000000 Penalty: 5965.857422
	Iteration 27Q: 3 clusters Score -2.054575e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20545784.000000 Penalty: 5965.857422
	Iteration 28Q: 3 clusters Score -2.054578e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20545842.000000 Penalty: 5965.857422
	Iteration 29Q: 3 clusters Score -2.054584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166518 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -20545832.000000 Penalty: 5965.857422
	Iteration 30Q: 3 clusters Score -2.054583e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166535 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20545834.000000 Penalty: 5965.857422
	Iteration 31Q: 3 clusters Score -2.054583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -20545840.000000 Penalty: 5965.857422
	Iteration 32Q: 3 clusters Score -2.054584e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166570 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20545866.000000 Penalty: 5965.857422
	Iteration 33Q: 3 clusters Score -2.054587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166582 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20545854.000000 Penalty: 5965.857422
	Iteration 34Q: 3 clusters Score -2.054585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166591 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -20545850.000000 Penalty: 5965.857422
	Iteration 35Q: 3 clusters Score -2.054585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166599 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -20545860.000000 Penalty: 5965.857422
	Iteration 36Q: 3 clusters Score -2.054586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166608 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -20545856.000000 Penalty: 5965.857422
	Iteration 37Q: 3 clusters Score -2.054586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166615 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -20545862.000000 Penalty: 5965.857422
	Iteration 38Q: 3 clusters Score -2.054586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166621 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -20545864.000000 Penalty: 5965.857422
	Iteration 39Q: 3 clusters Score -2.054586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -20545868.000000 Penalty: 5965.857422
	Iteration 40F: 3 clusters Score -2.054587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -20545860.000000 Penalty: 5965.857422
	Iteration 41Q: 3 clusters Score -2.054586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20545874.000000 Penalty: 5965.857422
	Iteration 42Q: 3 clusters Score -2.054587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20545874.000000 Penalty: 5965.857422
	Iteration 43Q: 3 clusters Score -2.054587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20545878.000000 Penalty: 5965.857422
	Iteration 44Q: 3 clusters Score -2.054588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166637 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -20545878.000000 Penalty: 5965.857422
	Iteration 45Q: 3 clusters Score -2.054588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20545868.000000 Penalty: 5965.857422
	Iteration 46Q: 3 clusters Score -2.054587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166639 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20545870.000000 Penalty: 5965.857422
	Iteration 47Q: 3 clusters Score -2.054587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166641 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20545886.000000 Penalty: 5965.857422
	Iteration 48Q: 3 clusters Score -2.054589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20545884.000000 Penalty: 5965.857422
	Iteration 49Q: 3 clusters Score -2.054588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20545888.000000 Penalty: 5965.857422
	Iteration 50Q: 3 clusters Score -2.054589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20545896.000000 Penalty: 5965.857422
	Iteration 51Q: 3 clusters Score -2.05459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20545898.000000 Penalty: 5965.857422
	Iteration 52Q: 3 clusters Score -2.05459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20545884.000000 Penalty: 5965.857422
	Iteration 53Q: 3 clusters Score -2.054588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166660 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -20545890.000000 Penalty: 5965.857422
	Iteration 54Q: 3 clusters Score -2.054589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20545886.000000 Penalty: 5965.857422
	Iteration 55Q: 3 clusters Score -2.054589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20545894.000000 Penalty: 5965.857422
	Iteration 56Q: 3 clusters Score -2.054589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20545890.000000 Penalty: 5965.857422
	Iteration 57Q: 3 clusters Score -2.054589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166665 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20545892.000000 Penalty: 5965.857422
	Iteration 58Q: 3 clusters Score -2.054589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166667 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20545884.000000 Penalty: 5965.857422
	Iteration 59Q: 3 clusters Score -2.054588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166671 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -20545888.000000 Penalty: 5965.857422
	Iteration 60F: 3 clusters Score -2.054589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -20545888.000000 Penalty: 5965.857422
	Iteration 61Q: 3 clusters Score -2.054589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20545900.000000 Penalty: 5965.857422
	Iteration 62Q: 3 clusters Score -2.05459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -20545900.000000 Penalty: 5965.857422
	Iteration 63Q: 3 clusters Score -2.05459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20545900.000000 Penalty: 5965.857422
	Iteration 64Q: 3 clusters Score -2.05459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20545910.000000 Penalty: 5965.857422
	Iteration 65Q: 3 clusters Score -2.054591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20545900.000000 Penalty: 5965.857422
	Iteration 66Q: 3 clusters Score -2.05459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20545914.000000 Penalty: 5965.857422
	Iteration 67Q: 3 clusters Score -2.054591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20545934.000000 Penalty: 5965.857422
	Iteration 68Q: 3 clusters Score -2.054593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20545932.000000 Penalty: 5965.857422
	Iteration 69Q: 3 clusters Score -2.054593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166706 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -20545938.000000 Penalty: 5965.857422
	Iteration 70Q: 3 clusters Score -2.054594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20545936.000000 Penalty: 5965.857422
	Iteration 71Q: 3 clusters Score -2.054594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20545930.000000 Penalty: 5965.857422
	Iteration 72Q: 3 clusters Score -2.054593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166715 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -20545944.000000 Penalty: 5965.857422
	Iteration 73Q: 3 clusters Score -2.054594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20545950.000000 Penalty: 5965.857422
	Iteration 74Q: 3 clusters Score -2.054595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166711 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -20545942.000000 Penalty: 5965.857422
	Iteration 75Q: 3 clusters Score -2.054594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20545936.000000 Penalty: 5965.857422
	Iteration 76Q: 3 clusters Score -2.054594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20545958.000000 Penalty: 5965.857422
	Iteration 77Q: 3 clusters Score -2.054596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166716 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20545956.000000 Penalty: 5965.857422
	Iteration 78Q: 3 clusters Score -2.054596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20545946.000000 Penalty: 5965.857422
	Iteration 79Q: 3 clusters Score -2.054595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166718 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20545952.000000 Penalty: 5965.857422
	Iteration 80F: 3 clusters Score -2.054595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Entering Unmasked Estep 
Score: -1465079.500000 Penalty: 2330.925293
	Iteration 0F: 2 clusters Score -1465080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1456052.875000 Penalty: 4661.850586
	Iteration 0F: 3 clusters Score -1456053 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1458737 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1459105 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1459461 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1459851 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1460271 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1460713 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1461103 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1461466 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1461739 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1461946 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1462120.375000 Penalty: 4661.850586
	Iteration 11Q: 3 clusters Score -1462120 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1462266 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1462403.750000 Penalty: 4661.850586
	Iteration 13Q: 3 clusters Score -1462404 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1462485 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1462546 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1462600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1462652.750000 Penalty: 4661.850586
	Iteration 17Q: 3 clusters Score -1462653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1462681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1462721.250000 Penalty: 4661.850586
	Iteration 19Q: 3 clusters Score -1462721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1462743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1462764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1462785 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1462802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1462812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1462822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1462842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1462862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1462877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1462886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1462898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1462917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1462929.000000 Penalty: 4661.850586
	Iteration 32Q: 3 clusters Score -1462929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1462936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1462950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1462960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1462970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1462975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1462984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1462996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1463003.125000 Penalty: 4661.850586
	Iteration 40F: 3 clusters Score -1463003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1463016.875000 Penalty: 4661.850586
	Iteration 41Q: 3 clusters Score -1463017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1463022.000000 Penalty: 4661.850586
	Iteration 42Q: 3 clusters Score -1463022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1463030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1463038.875000 Penalty: 4661.850586
	Iteration 44Q: 3 clusters Score -1463039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1463052.875000 Penalty: 4661.850586
	Iteration 45Q: 3 clusters Score -1463053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1463057.750000 Penalty: 4661.850586
	Iteration 46Q: 3 clusters Score -1463058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1463071.125000 Penalty: 4661.850586
	Iteration 47Q: 3 clusters Score -1463071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1463078.875000 Penalty: 4661.850586
	Iteration 48Q: 3 clusters Score -1463079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1463083.625000 Penalty: 4661.850586
	Iteration 49Q: 3 clusters Score -1463084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1463093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1463100.500000 Penalty: 4661.850586
	Iteration 51Q: 3 clusters Score -1463100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1463112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1463113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1463121.500000 Penalty: 4661.850586
	Iteration 54Q: 3 clusters Score -1463122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1463127.500000 Penalty: 4661.850586
	Iteration 55Q: 3 clusters Score -1463128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1463134.750000 Penalty: 4661.850586
	Iteration 56Q: 3 clusters Score -1463135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1463138.500000 Penalty: 4661.850586
	Iteration 57Q: 3 clusters Score -1463138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1463139.750000 Penalty: 4661.850586
	Iteration 58Q: 3 clusters Score -1463140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1463146.750000 Penalty: 4661.850586
	Iteration 59Q: 3 clusters Score -1463147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1463152.875000 Penalty: 4661.850586
	Iteration 60F: 3 clusters Score -1463153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1463156.875000 Penalty: 4661.850586
	Iteration 61Q: 3 clusters Score -1463157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1463163.625000 Penalty: 4661.850586
	Iteration 62Q: 3 clusters Score -1463164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1463167.250000 Penalty: 4661.850586
	Iteration 63Q: 3 clusters Score -1463167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1463169.000000 Penalty: 4661.850586
	Iteration 64Q: 3 clusters Score -1463169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1463172.125000 Penalty: 4661.850586
	Iteration 65Q: 3 clusters Score -1463172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1463175.750000 Penalty: 4661.850586
	Iteration 66Q: 3 clusters Score -1463176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1463179.750000 Penalty: 4661.850586
	Iteration 67Q: 3 clusters Score -1463180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1463180.750000 Penalty: 4661.850586
	Iteration 68Q: 3 clusters Score -1463181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1463180.750000 Penalty: 4661.850586
	Iteration 69Q: 3 clusters Score -1463181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1463183.750000 Penalty: 4661.850586
	Iteration 70Q: 3 clusters Score -1463184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1463182.375000 Penalty: 4661.850586
	Iteration 71Q: 3 clusters Score -1463182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1463182.125000 Penalty: 4661.850586
	Iteration 72Q: 3 clusters Score -1463182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1463183.625000 Penalty: 4661.850586
	Iteration 73Q: 3 clusters Score -1463184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1463183.750000 Penalty: 4661.850586
	Iteration 74Q: 3 clusters Score -1463184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1463183.250000 Penalty: 4661.850586
	Iteration 75Q: 3 clusters Score -1463183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1463184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1463183.500000 Penalty: 4661.850586
	Iteration 77F: 3 clusters Score -1463184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Entering Unmasked Estep 
Score: -1638581.750000 Penalty: 2373.508545
	Iteration 0F: 2 clusters Score -1638582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1628211 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1631617 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1632146 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1632573.375000 Penalty: 4747.017090
	Iteration 3F: 3 clusters Score -1632573 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1632944.125000 Penalty: 4747.017090
	Iteration 4F: 3 clusters Score -1632944 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1633285.000000 Penalty: 4747.017090
	Iteration 5Q: 3 clusters Score -1633285 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1633623.625000 Penalty: 4747.017090
	Iteration 6Q: 3 clusters Score -1633624 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1633925.000000 Penalty: 4747.017090
	Iteration 7Q: 3 clusters Score -1633925 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1634182.625000 Penalty: 4747.017090
	Iteration 8Q: 3 clusters Score -1634183 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1634378.250000 Penalty: 4747.017090
	Iteration 9Q: 3 clusters Score -1634378 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1634558.000000 Penalty: 4747.017090
	Iteration 10Q: 3 clusters Score -1634558 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1634740.875000 Penalty: 4747.017090
	Iteration 11Q: 3 clusters Score -1634741 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1634904.750000 Penalty: 4747.017090
	Iteration 12Q: 3 clusters Score -1634905 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1635070.625000 Penalty: 4747.017090
	Iteration 13Q: 3 clusters Score -1635071 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1635245.500000 Penalty: 4747.017090
	Iteration 14Q: 3 clusters Score -1635246 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1635399.500000 Penalty: 4747.017090
	Iteration 15Q: 3 clusters Score -1635400 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1635531.250000 Penalty: 4747.017090
	Iteration 16Q: 3 clusters Score -1635531 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1635647.125000 Penalty: 4747.017090
	Iteration 17Q: 3 clusters Score -1635647 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1635751.750000 Penalty: 4747.017090
	Iteration 18Q: 3 clusters Score -1635752 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1635850.875000 Penalty: 4747.017090
	Iteration 19Q: 3 clusters Score -1635851 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1635953.375000 Penalty: 4747.017090
	Iteration 20F: 3 clusters Score -1635953 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1636071.250000 Penalty: 4747.017090
	Iteration 21Q: 3 clusters Score -1636071 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1636179.375000 Penalty: 4747.017090
	Iteration 22Q: 3 clusters Score -1636179 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1636281.750000 Penalty: 4747.017090
	Iteration 23Q: 3 clusters Score -1636282 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1636390.500000 Penalty: 4747.017090
	Iteration 24Q: 3 clusters Score -1636390 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1636510.875000 Penalty: 4747.017090
	Iteration 25Q: 3 clusters Score -1636511 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1636643.750000 Penalty: 4747.017090
	Iteration 26Q: 3 clusters Score -1636644 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1636782.375000 Penalty: 4747.017090
	Iteration 27Q: 3 clusters Score -1636782 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1636954.000000 Penalty: 4747.017090
	Iteration 28Q: 3 clusters Score -1636954 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1637147.000000 Penalty: 4747.017090
	Iteration 29Q: 3 clusters Score -1637147 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1637374.750000 Penalty: 4747.017090
	Iteration 30Q: 3 clusters Score -1637375 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1637564.375000 Penalty: 4747.017090
	Iteration 31Q: 3 clusters Score -1637564 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1637771.250000 Penalty: 4747.017090
	Iteration 32Q: 3 clusters Score -1637771 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1637952.500000 Penalty: 4747.017090
	Iteration 33Q: 3 clusters Score -1637952 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1638118.500000 Penalty: 4747.017090
	Iteration 34Q: 3 clusters Score -1638118 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1638225.875000 Penalty: 4747.017090
	Iteration 35Q: 3 clusters Score -1638226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1638310.000000 Penalty: 4747.017090
	Iteration 36Q: 3 clusters Score -1638310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1638398.875000 Penalty: 4747.017090
	Iteration 37Q: 3 clusters Score -1638399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1638476.625000 Penalty: 4747.017090
	Iteration 38Q: 3 clusters Score -1638477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1638570.750000 Penalty: 4747.017090
	Iteration 39Q: 3 clusters Score -1638571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1638700.125000 Penalty: 4747.017090
	Iteration 40F: 3 clusters Score -1638700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1638919.750000 Penalty: 4747.017090
	Iteration 41Q: 3 clusters Score -1638920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1639105.375000 Penalty: 4747.017090
	Iteration 42Q: 3 clusters Score -1639105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1639238.500000 Penalty: 4747.017090
	Iteration 43Q: 3 clusters Score -1639238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1639272.625000 Penalty: 4747.017090
	Iteration 44Q: 3 clusters Score -1639273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1639285.125000 Penalty: 4747.017090
	Iteration 45Q: 3 clusters Score -1639285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1639293.000000 Penalty: 4747.017090
	Iteration 46Q: 3 clusters Score -1639293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1639291.125000 Penalty: 4747.017090
	Iteration 47Q: 3 clusters Score -1639291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1639293.500000 Penalty: 4747.017090
	Iteration 48Q: 3 clusters Score -1639294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1639293.500000 Penalty: 4747.017090
	Iteration 49F: 3 clusters Score -1639294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228176 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94148 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187416 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 13500 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 837 members 
Entering Unmasked Estep 
Score: -194738912.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194739760.000000 to -194738912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164380 members 
Entering Unmasked Estep 
Score: -20336056.000000 Penalty: 2978.464111
	Iteration 0F: 2 clusters Score -2.033606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 82315 members 
Entering Unmasked Estep 
Score: -20227160.000000 Penalty: 5956.928223
	Iteration 0F: 3 clusters Score -2.022716e+07 nChanged 78927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -20273564.000000 Penalty: 5956.928223
	Iteration 1F: 3 clusters Score -2.027356e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -20275048.000000 Penalty: 5956.928223
	Iteration 2Q: 3 clusters Score -2.027505e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -20277302.000000 Penalty: 5956.928223
	Iteration 3Q: 3 clusters Score -2.02773e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -20280418.000000 Penalty: 5956.928223
	Iteration 4Q: 3 clusters Score -2.028042e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
Score: -20284392.000000 Penalty: 5956.928223
	Iteration 5Q: 3 clusters Score -2.028439e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -20289068.000000 Penalty: 5956.928223
	Iteration 6F: 3 clusters Score -2.028907e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -20294906.000000 Penalty: 5956.928223
	Iteration 7F: 3 clusters Score -2.029491e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -20301784.000000 Penalty: 5956.928223
	Iteration 8F: 3 clusters Score -2.030178e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -20308030.000000 Penalty: 5956.928223
	Iteration 9F: 3 clusters Score -2.030803e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 85934 members 
Entering Unmasked Estep 
Score: -20312786.000000 Penalty: 5956.928223
	Iteration 10F: 3 clusters Score -2.031279e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -20315242.000000 Penalty: 5956.928223
	Iteration 11Q: 3 clusters Score -2.031524e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -20316306.000000 Penalty: 5956.928223
	Iteration 12Q: 3 clusters Score -2.031631e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -20317140.000000 Penalty: 5956.928223
	Iteration 13Q: 3 clusters Score -2.031714e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
Score: -20317588.000000 Penalty: 5956.928223
	Iteration 14Q: 3 clusters Score -2.031759e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -20317870.000000 Penalty: 5956.928223
	Iteration 15Q: 3 clusters Score -2.031787e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -20318256.000000 Penalty: 5956.928223
	Iteration 16Q: 3 clusters Score -2.031826e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -20318556.000000 Penalty: 5956.928223
	Iteration 17Q: 3 clusters Score -2.031856e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -20318836.000000 Penalty: 5956.928223
	Iteration 18Q: 3 clusters Score -2.031884e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -20319048.000000 Penalty: 5956.928223
	Iteration 19Q: 3 clusters Score -2.031905e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -20319268.000000 Penalty: 5956.928223
	Iteration 20F: 3 clusters Score -2.031927e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -20319332.000000 Penalty: 5956.928223
	Iteration 21Q: 3 clusters Score -2.031933e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -20319486.000000 Penalty: 5956.928223
	Iteration 22Q: 3 clusters Score -2.031949e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -20319628.000000 Penalty: 5956.928223
	Iteration 23Q: 3 clusters Score -2.031963e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -20319766.000000 Penalty: 5956.928223
	Iteration 24Q: 3 clusters Score -2.031977e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -20319834.000000 Penalty: 5956.928223
	Iteration 25Q: 3 clusters Score -2.031983e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89620 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -20319966.000000 Penalty: 5956.928223
	Iteration 26Q: 3 clusters Score -2.031997e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 74063 members 
Entering Unmasked Estep 
Score: -20320066.000000 Penalty: 5956.928223
	Iteration 27Q: 3 clusters Score -2.032007e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -20320100.000000 Penalty: 5956.928223
	Iteration 28Q: 3 clusters Score -2.03201e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -20320252.000000 Penalty: 5956.928223
	Iteration 29Q: 3 clusters Score -2.032025e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -20320444.000000 Penalty: 5956.928223
	Iteration 30Q: 3 clusters Score -2.032044e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -20320512.000000 Penalty: 5956.928223
	Iteration 31Q: 3 clusters Score -2.032051e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -20320618.000000 Penalty: 5956.928223
	Iteration 32Q: 3 clusters Score -2.032062e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -20320698.000000 Penalty: 5956.928223
	Iteration 33Q: 3 clusters Score -2.03207e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -20320842.000000 Penalty: 5956.928223
	Iteration 34Q: 3 clusters Score -2.032084e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -20320862.000000 Penalty: 5956.928223
	Iteration 35Q: 3 clusters Score -2.032086e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -20320942.000000 Penalty: 5956.928223
	Iteration 36Q: 3 clusters Score -2.032094e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98274 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -20320994.000000 Penalty: 5956.928223
	Iteration 37Q: 3 clusters Score -2.032099e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -20321030.000000 Penalty: 5956.928223
	Iteration 38Q: 3 clusters Score -2.032103e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -20321118.000000 Penalty: 5956.928223
	Iteration 39Q: 3 clusters Score -2.032112e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -20321288.000000 Penalty: 5956.928223
	Iteration 40F: 3 clusters Score -2.032129e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101767 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -20321422.000000 Penalty: 5956.928223
	Iteration 41Q: 3 clusters Score -2.032142e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -20321554.000000 Penalty: 5956.928223
	Iteration 42Q: 3 clusters Score -2.032155e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -20321698.000000 Penalty: 5956.928223
	Iteration 43Q: 3 clusters Score -2.03217e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -20321840.000000 Penalty: 5956.928223
	Iteration 44Q: 3 clusters Score -2.032184e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -20321898.000000 Penalty: 5956.928223
	Iteration 45Q: 3 clusters Score -2.03219e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106779 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -20321992.000000 Penalty: 5956.928223
	Iteration 46Q: 3 clusters Score -2.032199e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -20322230.000000 Penalty: 5956.928223
	Iteration 47Q: 3 clusters Score -2.032223e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -20322312.000000 Penalty: 5956.928223
	Iteration 48Q: 3 clusters Score -2.032231e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -20322538.000000 Penalty: 5956.928223
	Iteration 49Q: 3 clusters Score -2.032254e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111717 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -20322680.000000 Penalty: 5956.928223
	Iteration 50Q: 3 clusters Score -2.032268e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113078 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -20322900.000000 Penalty: 5956.928223
	Iteration 51Q: 3 clusters Score -2.03229e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -20323100.000000 Penalty: 5956.928223
	Iteration 52Q: 3 clusters Score -2.03231e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115892 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -20323366.000000 Penalty: 5956.928223
	Iteration 53Q: 3 clusters Score -2.032337e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -20323564.000000 Penalty: 5956.928223
	Iteration 54Q: 3 clusters Score -2.032356e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -20323806.000000 Penalty: 5956.928223
	Iteration 55Q: 3 clusters Score -2.032381e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -20324220.000000 Penalty: 5956.928223
	Iteration 56Q: 3 clusters Score -2.032422e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122001 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -20324556.000000 Penalty: 5956.928223
	Iteration 57Q: 3 clusters Score -2.032456e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -20324784.000000 Penalty: 5956.928223
	Iteration 58Q: 3 clusters Score -2.032478e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -20325032.000000 Penalty: 5956.928223
	Iteration 59Q: 3 clusters Score -2.032503e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126847 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -20325416.000000 Penalty: 5956.928223
	Iteration 60F: 3 clusters Score -2.032542e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -20325790.000000 Penalty: 5956.928223
	Iteration 61Q: 3 clusters Score -2.032579e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130361 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -20326268.000000 Penalty: 5956.928223
	Iteration 62Q: 3 clusters Score -2.032627e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132103 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -20326694.000000 Penalty: 5956.928223
	Iteration 63Q: 3 clusters Score -2.032669e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133826 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -20327208.000000 Penalty: 5956.928223
	Iteration 64Q: 3 clusters Score -2.032721e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135505 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -20327620.000000 Penalty: 5956.928223
	Iteration 65Q: 3 clusters Score -2.032762e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -20328074.000000 Penalty: 5956.928223
	Iteration 66Q: 3 clusters Score -2.032807e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138800 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -20328434.000000 Penalty: 5956.928223
	Iteration 67Q: 3 clusters Score -2.032843e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140443 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -20328884.000000 Penalty: 5956.928223
	Iteration 68Q: 3 clusters Score -2.032888e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141987 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -20329204.000000 Penalty: 5956.928223
	Iteration 69Q: 3 clusters Score -2.03292e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -20329586.000000 Penalty: 5956.928223
	Iteration 70Q: 3 clusters Score -2.032959e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -20330066.000000 Penalty: 5956.928223
	Iteration 71Q: 3 clusters Score -2.033007e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146341 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -20330470.000000 Penalty: 5956.928223
	Iteration 72Q: 3 clusters Score -2.033047e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147668 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -20330844.000000 Penalty: 5956.928223
	Iteration 73Q: 3 clusters Score -2.033084e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148963 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -20331208.000000 Penalty: 5956.928223
	Iteration 74Q: 3 clusters Score -2.033121e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -20331602.000000 Penalty: 5956.928223
	Iteration 75Q: 3 clusters Score -2.03316e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151414 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -20331954.000000 Penalty: 5956.928223
	Iteration 76Q: 3 clusters Score -2.033195e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -20332238.000000 Penalty: 5956.928223
	Iteration 77Q: 3 clusters Score -2.033224e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -20332516.000000 Penalty: 5956.928223
	Iteration 78Q: 3 clusters Score -2.033252e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -20332728.000000 Penalty: 5956.928223
	Iteration 79Q: 3 clusters Score -2.033273e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -20333070.000000 Penalty: 5956.928223
	Iteration 80F: 3 clusters Score -2.033307e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156265 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -20333342.000000 Penalty: 5956.928223
	Iteration 81Q: 3 clusters Score -2.033334e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -20333528.000000 Penalty: 5956.928223
	Iteration 82Q: 3 clusters Score -2.033353e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -20333798.000000 Penalty: 5956.928223
	Iteration 83Q: 3 clusters Score -2.03338e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -20334060.000000 Penalty: 5956.928223
	Iteration 84Q: 3 clusters Score -2.033406e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -20334166.000000 Penalty: 5956.928223
	Iteration 85Q: 3 clusters Score -2.033417e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159192 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -20334294.000000 Penalty: 5956.928223
	Iteration 86Q: 3 clusters Score -2.033429e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -20334408.000000 Penalty: 5956.928223
	Iteration 87Q: 3 clusters Score -2.033441e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -20334526.000000 Penalty: 5956.928223
	Iteration 88Q: 3 clusters Score -2.033453e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160223 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20334628.000000 Penalty: 5956.928223
	Iteration 89Q: 3 clusters Score -2.033463e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160454 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -20334684.000000 Penalty: 5956.928223
	Iteration 90Q: 3 clusters Score -2.033468e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20334736.000000 Penalty: 5956.928223
	Iteration 91Q: 3 clusters Score -2.033474e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160794 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -20334780.000000 Penalty: 5956.928223
	Iteration 92Q: 3 clusters Score -2.033478e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160928 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -20334758.000000 Penalty: 5956.928223
	Iteration 93Q: 3 clusters Score -2.033476e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20334762.000000 Penalty: 5956.928223
	Iteration 94Q: 3 clusters Score -2.033476e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -20334806.000000 Penalty: 5956.928223
	Iteration 95Q: 3 clusters Score -2.033481e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161223 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -20334836.000000 Penalty: 5956.928223
	Iteration 96Q: 3 clusters Score -2.033484e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161294 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -20334856.000000 Penalty: 5956.928223
	Iteration 97Q: 3 clusters Score -2.033486e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -20334838.000000 Penalty: 5956.928223
	Iteration 98Q: 3 clusters Score -2.033484e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161389 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -20334850.000000 Penalty: 5956.928223
	Iteration 99Q: 3 clusters Score -2.033485e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161424 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -20334836.000000 Penalty: 5956.928223
	Iteration 100F: 3 clusters Score -2.033484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20334832.000000 Penalty: 5956.928223
	Iteration 101Q: 3 clusters Score -2.033483e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161486 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -20334854.000000 Penalty: 5956.928223
	Iteration 102Q: 3 clusters Score -2.033485e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161504 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -20334864.000000 Penalty: 5956.928223
	Iteration 103Q: 3 clusters Score -2.033486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161520 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -20334876.000000 Penalty: 5956.928223
	Iteration 104Q: 3 clusters Score -2.033488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -20334888.000000 Penalty: 5956.928223
	Iteration 105Q: 3 clusters Score -2.033489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161555 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -20334878.000000 Penalty: 5956.928223
	Iteration 106Q: 3 clusters Score -2.033488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20334904.000000 Penalty: 5956.928223
	Iteration 107Q: 3 clusters Score -2.03349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161580 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20334912.000000 Penalty: 5956.928223
	Iteration 108Q: 3 clusters Score -2.033491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161596 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -20334894.000000 Penalty: 5956.928223
	Iteration 109Q: 3 clusters Score -2.033489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20334904.000000 Penalty: 5956.928223
	Iteration 110Q: 3 clusters Score -2.03349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161624 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20334916.000000 Penalty: 5956.928223
	Iteration 111Q: 3 clusters Score -2.033492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161633 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -20334918.000000 Penalty: 5956.928223
	Iteration 112Q: 3 clusters Score -2.033492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161644 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.033491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -20334920.000000 Penalty: 5956.928223
	Iteration 114Q: 3 clusters Score -2.033492e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.033492e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -20334914.000000 Penalty: 5956.928223
	Iteration 116Q: 3 clusters Score -2.033491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161655 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -20334904.000000 Penalty: 5956.928223
	Iteration 117Q: 3 clusters Score -2.03349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.033492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -20334916.000000 Penalty: 5956.928223
	Iteration 119Q: 3 clusters Score -2.033492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161667 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -20334908.000000 Penalty: 5956.928223
	Iteration 120F: 3 clusters Score -2.033491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20334922.000000 Penalty: 5956.928223
	Iteration 121Q: 3 clusters Score -2.033492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -20334932.000000 Penalty: 5956.928223
	Iteration 122Q: 3 clusters Score -2.033493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20334940.000000 Penalty: 5956.928223
	Iteration 123Q: 3 clusters Score -2.033494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -20334928.000000 Penalty: 5956.928223
	Iteration 124Q: 3 clusters Score -2.033493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161687 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20334916.000000 Penalty: 5956.928223
	Iteration 125Q: 3 clusters Score -2.033492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161690 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -20334908.000000 Penalty: 5956.928223
	Iteration 126Q: 3 clusters Score -2.033491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161692 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -20334926.000000 Penalty: 5956.928223
	Iteration 127Q: 3 clusters Score -2.033493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161695 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20334906.000000 Penalty: 5956.928223
	Iteration 128Q: 3 clusters Score -2.033491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161699 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20334920.000000 Penalty: 5956.928223
	Iteration 129Q: 3 clusters Score -2.033492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161699 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20334920.000000 Penalty: 5956.928223
	Iteration 130Q: 3 clusters Score -2.033492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161702 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -20334922.000000 Penalty: 5956.928223
	Iteration 131Q: 3 clusters Score -2.033492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20334936.000000 Penalty: 5956.928223
	Iteration 132Q: 3 clusters Score -2.033494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20334932.000000 Penalty: 5956.928223
	Iteration 133Q: 3 clusters Score -2.033493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161707 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20334932.000000 Penalty: 5956.928223
	Iteration 134Q: 3 clusters Score -2.033493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -20334926.000000 Penalty: 5956.928223
	Iteration 135Q: 3 clusters Score -2.033493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161707 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20334938.000000 Penalty: 5956.928223
	Iteration 136Q: 3 clusters Score -2.033494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161707 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20334938.000000 Penalty: 5956.928223
	Iteration 137F: 3 clusters Score -2.033494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -332779.875000 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -332779.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -329691.812500 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -329691.8 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -330286.093750 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -330286.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -330435.281250 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -330435.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -330522.187500 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -330522.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330571.562500 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -330571.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -330605.531250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -330605.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330631.437500 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -330631.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -330653.031250 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -330653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -330662.906250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -330662.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330671.781250 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -330671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330682.031250 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -330682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -330690.656250 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -330690.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330699.750000 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -330699.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -330704.875000 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -330704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -330711.093750 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -330711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -330714.343750 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -330714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -330716.812500 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -330716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -330717.375000 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -330717.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -330718.937500 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -330718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330721.500000 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -330721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330724.656250 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -330724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -330728.312500 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -330728.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -330732.843750 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -330732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -330735.968750 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -330736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -330737.687500 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -330737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330737.406250 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -330737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330737.406250 Penalty: 3919.817139
	Iteration 26F: 3 clusters Score -330737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72827.453125 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72827.45 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73055.406250 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73055.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73133.875000 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -73133.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73163.757812 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73163.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73181.460938 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73181.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73195.335938 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73195.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73207.085938 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73207.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73218.289062 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73218.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73220.062500 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73220.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73222.671875 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -73222.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73222.671875 Penalty: 3219.398926
	Iteration 10F: 3 clusters Score -73222.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74326.468750 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74326.47 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -74558.500000 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74558.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74646.757812 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74646.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74705.546875 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74705.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74749.171875 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74749.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74776.687500 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74776.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74804.953125 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74804.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -74818.781250 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74818.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74825.851562 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74825.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74834.257812 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -74834.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74846.976562 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -74846.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74860.406250 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -74860.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -74874.007812 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -74874.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74893.078125 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -74893.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -74903.289062 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -74903.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74911.328125 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -74911.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74918.664062 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -74918.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -74925.804688 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -74925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74937.882812 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -74937.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -74948.406250 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -74948.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74960.234375 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -74960.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74969.687500 Penalty: 3252.162109
	Iteration 21Q: 3 clusters Score -74969.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74972.539062 Penalty: 3252.162109
	Iteration 22Q: 3 clusters Score -74972.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74978.328125 Penalty: 3252.162109
	Iteration 23Q: 3 clusters Score -74978.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74989.210938 Penalty: 3252.162109
	Iteration 24Q: 3 clusters Score -74989.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75010.664062 Penalty: 3252.162109
	Iteration 25Q: 3 clusters Score -75010.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75040.625000 Penalty: 3252.162109
	Iteration 26Q: 3 clusters Score -75040.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75066.906250 Penalty: 3252.162109
	Iteration 27Q: 3 clusters Score -75066.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75103.867188 Penalty: 3252.162109
	Iteration 28Q: 3 clusters Score -75103.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75168.828125 Penalty: 3252.162109
	Iteration 29Q: 3 clusters Score -75168.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75282.382812 Penalty: 3252.162109
	Iteration 30Q: 3 clusters Score -75282.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75399.890625 Penalty: 3252.162109
	Iteration 31Q: 3 clusters Score -75399.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75514.968750 Penalty: 3252.162109
	Iteration 32Q: 3 clusters Score -75514.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75565.914062 Penalty: 3252.162109
	Iteration 33Q: 3 clusters Score -75565.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75585.710938 Penalty: 3252.162109
	Iteration 34Q: 3 clusters Score -75585.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75614.210938 Penalty: 3252.162109
	Iteration 35Q: 3 clusters Score -75614.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75640.671875 Penalty: 3252.162109
	Iteration 36Q: 3 clusters Score -75640.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75668.796875 Penalty: 3252.162109
	Iteration 37Q: 3 clusters Score -75668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75685.906250 Penalty: 3252.162109
	Iteration 38Q: 3 clusters Score -75685.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75702.406250 Penalty: 3252.162109
	Iteration 39Q: 3 clusters Score -75702.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75702.687500 Penalty: 3252.162109
	Iteration 40F: 3 clusters Score -75702.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75706.265625 Penalty: 3252.162109
	Iteration 41Q: 3 clusters Score -75706.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75706.265625 Penalty: 3252.162109
	Iteration 42F: 3 clusters Score -75706.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76001.226562 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -76001.23 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76243.148438 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76243.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76295.117188 Penalty: 3250.043945
	Iteration 2Q: 3 clusters Score -76295.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76319.343750 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76319.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76341.507812 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76341.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -76356.109375 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76356.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76364.656250 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76364.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76365.312500 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76365.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76367.187500 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76367.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76374.390625 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76374.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76378.617188 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -76378.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76381.054688 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -76381.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76381.054688 Penalty: 3250.043945
	Iteration 12F: 3 clusters Score -76381.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228176 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94148 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6721 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187416 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164380 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 479Q: 26 clusters Score -1.947397e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228176 members 
Mstep: Class 4 contains 167701 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94146 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 161894 members 
Mstep: Class 15 contains 187416 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 480F: 26 clusters Score -1.947397e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228177 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103786 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94150 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 161893 members 
Mstep: Class 15 contains 187411 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167366 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 88616.031250
Iteration 481Q: 26 clusters Score -1.947398e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228179 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103785 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94153 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 161891 members 
Mstep: Class 15 contains 187407 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167367 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739856.000000 Penalty: 88616.031250
Iteration 482Q: 26 clusters Score -1.947399e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228180 members 
Mstep: Class 4 contains 167702 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103784 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94155 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 161889 members 
Mstep: Class 15 contains 187406 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167369 members 
Mstep: Class 19 contains 12075 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 483Q: 26 clusters Score -1.947398e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228181 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103783 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94156 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6722 members 
Mstep: Class 14 contains 161886 members 
Mstep: Class 15 contains 187404 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167371 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 484Q: 26 clusters Score -1.947397e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228182 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103782 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94156 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 161885 members 
Mstep: Class 15 contains 187402 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167373 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 88616.031250
Iteration 485Q: 26 clusters Score -1.947398e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228182 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94157 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 161885 members 
Mstep: Class 15 contains 187401 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167374 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 88616.031250
Iteration 486Q: 26 clusters Score -1.947398e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228183 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94157 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 161884 members 
Mstep: Class 15 contains 187400 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167375 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 487Q: 26 clusters Score -1.947397e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228183 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94157 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 161884 members 
Mstep: Class 15 contains 187400 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167375 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 14337 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739728.000000 Penalty: 88616.031250
Iteration 488F: 26 clusters Score -1.947397e+08 nChanged 0
Entering ConstructFrom: 
Score: -194739728.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (90488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Entering Unmasked Estep 
Score: -11237991.000000 Penalty: 2830.417236
	Iteration 0F: 2 clusters Score -1.123799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -11177233.000000 Penalty: 5660.834473
	Iteration 0F: 3 clusters Score -1.117723e+07 nChanged 42694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -11201722.000000 Penalty: 5660.834473
	Iteration 1F: 3 clusters Score -1.120172e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -11202780.000000 Penalty: 5660.834473
	Iteration 2Q: 3 clusters Score -1.120278e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -11204364.000000 Penalty: 5660.834473
	Iteration 3Q: 3 clusters Score -1.120436e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -11206585.000000 Penalty: 5660.834473
	Iteration 4Q: 3 clusters Score -1.120658e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -11209757.000000 Penalty: 5660.834473
	Iteration 5F: 3 clusters Score -1.120976e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -11213953.000000 Penalty: 5660.834473
	Iteration 6F: 3 clusters Score -1.121395e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -11218588.000000 Penalty: 5660.834473
	Iteration 7F: 3 clusters Score -1.121859e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -11223098.000000 Penalty: 5660.834473
	Iteration 8F: 3 clusters Score -1.12231e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -11226595.000000 Penalty: 5660.834473
	Iteration 9Q: 3 clusters Score -1.12266e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -11229188.000000 Penalty: 5660.834473
	Iteration 10Q: 3 clusters Score -1.122919e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -11231017.000000 Penalty: 5660.834473
	Iteration 11Q: 3 clusters Score -1.123102e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -11232376.000000 Penalty: 5660.834473
	Iteration 12Q: 3 clusters Score -1.123238e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -11233280.000000 Penalty: 5660.834473
	Iteration 13Q: 3 clusters Score -1.123328e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 86944 members 
Entering Unmasked Estep 
Score: -11233941.000000 Penalty: 5660.834473
	Iteration 14Q: 3 clusters Score -1.123394e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -11234372.000000 Penalty: 5660.834473
	Iteration 15Q: 3 clusters Score -1.123437e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -11234707.000000 Penalty: 5660.834473
	Iteration 16Q: 3 clusters Score -1.123471e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 88594 members 
Entering Unmasked Estep 
Score: -11234947.000000 Penalty: 5660.834473
	Iteration 17Q: 3 clusters Score -1.123495e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -11235093.000000 Penalty: 5660.834473
	Iteration 18Q: 3 clusters Score -1.123509e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 89014 members 
Entering Unmasked Estep 
Score: -11235175.000000 Penalty: 5660.834473
	Iteration 19Q: 3 clusters Score -1.123518e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -11235273.000000 Penalty: 5660.834473
	Iteration 20F: 3 clusters Score -1.123527e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -11235330.000000 Penalty: 5660.834473
	Iteration 21Q: 3 clusters Score -1.123533e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 89280 members 
Entering Unmasked Estep 
Score: -11235350.000000 Penalty: 5660.834473
	Iteration 22Q: 3 clusters Score -1.123535e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 89319 members 
Entering Unmasked Estep 
Score: -11235375.000000 Penalty: 5660.834473
	Iteration 23Q: 3 clusters Score -1.123538e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -11235426.000000 Penalty: 5660.834473
	Iteration 24Q: 3 clusters Score -1.123543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -11235431.000000 Penalty: 5660.834473
	Iteration 25Q: 3 clusters Score -1.123543e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -11235442.000000 Penalty: 5660.834473
	Iteration 26Q: 3 clusters Score -1.123544e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -11235455.000000 Penalty: 5660.834473
	Iteration 27Q: 3 clusters Score -1.123546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -11235462.000000 Penalty: 5660.834473
	Iteration 28Q: 3 clusters Score -1.123546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 89501 members 
Entering Unmasked Estep 
Score: -11235480.000000 Penalty: 5660.834473
	Iteration 29Q: 3 clusters Score -1.123548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 89522 members 
Entering Unmasked Estep 
Score: -11235497.000000 Penalty: 5660.834473
	Iteration 30Q: 3 clusters Score -1.12355e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -11235505.000000 Penalty: 5660.834473
	Iteration 31Q: 3 clusters Score -1.12355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -11235513.000000 Penalty: 5660.834473
	Iteration 32Q: 3 clusters Score -1.123551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -11235538.000000 Penalty: 5660.834473
	Iteration 33Q: 3 clusters Score -1.123554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -11235535.000000 Penalty: 5660.834473
	Iteration 34Q: 3 clusters Score -1.123554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 89606 members 
Entering Unmasked Estep 
Score: -11235546.000000 Penalty: 5660.834473
	Iteration 35Q: 3 clusters Score -1.123555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -11235545.000000 Penalty: 5660.834473
	Iteration 36Q: 3 clusters Score -1.123554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -11235552.000000 Penalty: 5660.834473
	Iteration 37Q: 3 clusters Score -1.123555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -11235565.000000 Penalty: 5660.834473
	Iteration 38Q: 3 clusters Score -1.123556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -11235570.000000 Penalty: 5660.834473
	Iteration 39Q: 3 clusters Score -1.123557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -11235577.000000 Penalty: 5660.834473
	Iteration 40F: 3 clusters Score -1.123558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -11235575.000000 Penalty: 5660.834473
	Iteration 41Q: 3 clusters Score -1.123558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -11235576.000000 Penalty: 5660.834473
	Iteration 42Q: 3 clusters Score -1.123558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -11235577.000000 Penalty: 5660.834473
	Iteration 43Q: 3 clusters Score -1.123558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -11235582.000000 Penalty: 5660.834473
	Iteration 44Q: 3 clusters Score -1.123558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -11235581.000000 Penalty: 5660.834473
	Iteration 45Q: 3 clusters Score -1.123558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -11235581.000000 Penalty: 5660.834473
	Iteration 46F: 3 clusters Score -1.123558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -110654.625000 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -110654.6 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 537 members 
Entering Unmasked Estep 
Score: -108732.328125 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -108732.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109087.640625 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -109087.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109202.687500 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -109202.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109275.984375 Penalty: 3459.341553
	Iteration 3Q: 3 clusters Score -109276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109330.437500 Penalty: 3459.341553
	Iteration 4Q: 3 clusters Score -109330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109399.179688 Penalty: 3459.341553
	Iteration 5Q: 3 clusters Score -109399.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -109537.085938 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -109537.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109675.140625 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -109675.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -109749.187500 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -109749.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -109791.046875 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -109791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109837.687500 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -109837.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -109884.031250 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -109884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109935.734375 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -109935.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110005.335938 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -110005.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110052.492188 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -110052.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110098.476562 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -110098.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110153.664062 Penalty: 3459.341553
	Iteration 16Q: 3 clusters Score -110153.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -110200.742188 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -110200.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110248.492188 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -110248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110305.015625 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -110305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110414.601562 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -110414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110555.828125 Penalty: 3459.341553
	Iteration 21Q: 3 clusters Score -110555.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -110605.093750 Penalty: 3459.341553
	Iteration 22Q: 3 clusters Score -110605.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110626.492188 Penalty: 3459.341553
	Iteration 23Q: 3 clusters Score -110626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -110633.671875 Penalty: 3459.341553
	Iteration 24Q: 3 clusters Score -110633.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110637.507812 Penalty: 3459.341553
	Iteration 25Q: 3 clusters Score -110637.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110640.523438 Penalty: 3459.341553
	Iteration 26Q: 3 clusters Score -110640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110643.492188 Penalty: 3459.341553
	Iteration 27Q: 3 clusters Score -110643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110643.492188 Penalty: 3459.341553
	Iteration 28F: 3 clusters Score -110643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (228183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228183 members 
Entering Unmasked Estep 
Score: -28107614.000000 Penalty: 3059.800049
	Iteration 0F: 2 clusters Score -2.810761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -27965892.000000 Penalty: 6119.600098
	Iteration 0F: 3 clusters Score -2.796589e+07 nChanged 109795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 118529 members 
Entering Unmasked Estep 
Score: -28029782.000000 Penalty: 6119.600098
	Iteration 1F: 3 clusters Score -2.802978e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
Score: -28030938.000000 Penalty: 6119.600098
	Iteration 2Q: 3 clusters Score -2.803094e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103281 members 
Mstep: Class 2 contains 124902 members 
Entering Unmasked Estep 
Score: -28032474.000000 Penalty: 6119.600098
	Iteration 3Q: 3 clusters Score -2.803247e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97496 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -28034608.000000 Penalty: 6119.600098
	Iteration 4Q: 3 clusters Score -2.803461e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -28038532.000000 Penalty: 6119.600098
	Iteration 5Q: 3 clusters Score -2.803853e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -28045734.000000 Penalty: 6119.600098
	Iteration 6F: 3 clusters Score -2.804573e+07 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 169097 members 
Entering Unmasked Estep 
Score: -28057082.000000 Penalty: 6119.600098
	Iteration 7F: 3 clusters Score -2.805708e+07 nChanged 20039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 189096 members 
Entering Unmasked Estep 
Score: -28072290.000000 Penalty: 6119.600098
	Iteration 8F: 3 clusters Score -2.807229e+07 nChanged 18361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 207445 members 
Entering Unmasked Estep 
Score: -28087064.000000 Penalty: 6119.600098
	Iteration 9F: 3 clusters Score -2.808706e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 219432 members 
Entering Unmasked Estep 
Score: -28097074.000000 Penalty: 6119.600098
	Iteration 10F: 3 clusters Score -2.809707e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 224886 members 
Entering Unmasked Estep 
Score: -28101828.000000 Penalty: 6119.600098
	Iteration 11Q: 3 clusters Score -2.810183e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 226875 members 
Entering Unmasked Estep 
Score: -28103664.000000 Penalty: 6119.600098
	Iteration 12Q: 3 clusters Score -2.810366e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -28104314.000000 Penalty: 6119.600098
	Iteration 13Q: 3 clusters Score -2.810431e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 227729 members 
Entering Unmasked Estep 
Score: -28104610.000000 Penalty: 6119.600098
	Iteration 14Q: 3 clusters Score -2.810461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 227810 members 
Entering Unmasked Estep 
Score: -28104694.000000 Penalty: 6119.600098
	Iteration 15Q: 3 clusters Score -2.810469e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 227837 members 
Entering Unmasked Estep 
Score: -28104748.000000 Penalty: 6119.600098
	Iteration 16Q: 3 clusters Score -2.810475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 227852 members 
Entering Unmasked Estep 
Score: -28104760.000000 Penalty: 6119.600098
	Iteration 17Q: 3 clusters Score -2.810476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 227865 members 
Entering Unmasked Estep 
Score: -28104770.000000 Penalty: 6119.600098
	Iteration 18Q: 3 clusters Score -2.810477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227872 members 
Entering Unmasked Estep 
Score: -28104794.000000 Penalty: 6119.600098
	Iteration 19Q: 3 clusters Score -2.810479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 227872 members 
Entering Unmasked Estep 
Score: -28104818.000000 Penalty: 6119.600098
	Iteration 20F: 3 clusters Score -2.810482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227876 members 
Entering Unmasked Estep 
Score: -28104820.000000 Penalty: 6119.600098
	Iteration 21Q: 3 clusters Score -2.810482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227876 members 
Entering Unmasked Estep 
Score: -28104820.000000 Penalty: 6119.600098
	Iteration 22Q: 3 clusters Score -2.810482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227876 members 
Entering Unmasked Estep 
Score: -28104820.000000 Penalty: 6119.600098
	Iteration 23Q: 3 clusters Score -2.810482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 227877 members 
Entering Unmasked Estep 
Score: -28104824.000000 Penalty: 6119.600098
	Iteration 24Q: 3 clusters Score -2.810482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 227881 members 
Entering Unmasked Estep 
Score: -28104842.000000 Penalty: 6119.600098
	Iteration 25Q: 3 clusters Score -2.810484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 227882 members 
Entering Unmasked Estep 
Score: -28104828.000000 Penalty: 6119.600098
	Iteration 26Q: 3 clusters Score -2.810483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 227882 members 
Entering Unmasked Estep 
Score: -28104828.000000 Penalty: 6119.600098
	Iteration 27F: 3 clusters Score -2.810483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167703 members 
Entering Unmasked Estep 
Score: -20714222.000000 Penalty: 2983.427734
	Iteration 0F: 2 clusters Score -2.071422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -20604472.000000 Penalty: 5966.855469
	Iteration 0F: 3 clusters Score -2.060447e+07 nChanged 80277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -20653078.000000 Penalty: 5966.855469
	Iteration 1F: 3 clusters Score -2.065308e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -20656350.000000 Penalty: 5966.855469
	Iteration 2Q: 3 clusters Score -2.065635e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104295 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -20662134.000000 Penalty: 5966.855469
	Iteration 3F: 3 clusters Score -2.066213e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -20671094.000000 Penalty: 5966.855469
	Iteration 4F: 3 clusters Score -2.067109e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126041 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -20683028.000000 Penalty: 5966.855469
	Iteration 5F: 3 clusters Score -2.068303e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136792 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -20694832.000000 Penalty: 5966.855469
	Iteration 6F: 3 clusters Score -2.069483e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -20703218.000000 Penalty: 5966.855469
	Iteration 7F: 3 clusters Score -2.070322e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -20707442.000000 Penalty: 5966.855469
	Iteration 8Q: 3 clusters Score -2.070744e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150261 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -20709192.000000 Penalty: 5966.855469
	Iteration 9Q: 3 clusters Score -2.070919e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152095 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -20710074.000000 Penalty: 5966.855469
	Iteration 10Q: 3 clusters Score -2.071007e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -20710586.000000 Penalty: 5966.855469
	Iteration 11Q: 3 clusters Score -2.071059e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -20710932.000000 Penalty: 5966.855469
	Iteration 12Q: 3 clusters Score -2.071093e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -20711208.000000 Penalty: 5966.855469
	Iteration 13Q: 3 clusters Score -2.071121e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157203 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -20711488.000000 Penalty: 5966.855469
	Iteration 14Q: 3 clusters Score -2.071149e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -20711780.000000 Penalty: 5966.855469
	Iteration 15Q: 3 clusters Score -2.071178e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158851 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -20711932.000000 Penalty: 5966.855469
	Iteration 16Q: 3 clusters Score -2.071193e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159514 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -20712068.000000 Penalty: 5966.855469
	Iteration 17Q: 3 clusters Score -2.071207e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -20712164.000000 Penalty: 5966.855469
	Iteration 18Q: 3 clusters Score -2.071216e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -20712218.000000 Penalty: 5966.855469
	Iteration 19Q: 3 clusters Score -2.071222e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161307 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -20712268.000000 Penalty: 5966.855469
	Iteration 20F: 3 clusters Score -2.071227e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -20712350.000000 Penalty: 5966.855469
	Iteration 21Q: 3 clusters Score -2.071235e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -20712386.000000 Penalty: 5966.855469
	Iteration 22Q: 3 clusters Score -2.071239e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -20712406.000000 Penalty: 5966.855469
	Iteration 23Q: 3 clusters Score -2.071241e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -20712386.000000 Penalty: 5966.855469
	Iteration 24Q: 3 clusters Score -2.071239e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -20712398.000000 Penalty: 5966.855469
	Iteration 25Q: 3 clusters Score -2.07124e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -20712426.000000 Penalty: 5966.855469
	Iteration 26Q: 3 clusters Score -2.071243e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163447 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -20712458.000000 Penalty: 5966.855469
	Iteration 27Q: 3 clusters Score -2.071246e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -20712430.000000 Penalty: 5966.855469
	Iteration 28Q: 3 clusters Score -2.071243e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -20712418.000000 Penalty: 5966.855469
	Iteration 29Q: 3 clusters Score -2.071242e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163848 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -20712462.000000 Penalty: 5966.855469
	Iteration 30Q: 3 clusters Score -2.071246e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -20712498.000000 Penalty: 5966.855469
	Iteration 31Q: 3 clusters Score -2.07125e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -20712524.000000 Penalty: 5966.855469
	Iteration 32Q: 3 clusters Score -2.071252e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -20712538.000000 Penalty: 5966.855469
	Iteration 33Q: 3 clusters Score -2.071254e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -20712556.000000 Penalty: 5966.855469
	Iteration 34Q: 3 clusters Score -2.071256e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -20712548.000000 Penalty: 5966.855469
	Iteration 35Q: 3 clusters Score -2.071255e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164341 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -20712520.000000 Penalty: 5966.855469
	Iteration 36Q: 3 clusters Score -2.071252e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -20712494.000000 Penalty: 5966.855469
	Iteration 37Q: 3 clusters Score -2.071249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -20712510.000000 Penalty: 5966.855469
	Iteration 38Q: 3 clusters Score -2.071251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -20712548.000000 Penalty: 5966.855469
	Iteration 39Q: 3 clusters Score -2.071255e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164566 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -20712566.000000 Penalty: 5966.855469
	Iteration 40F: 3 clusters Score -2.071257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -20712580.000000 Penalty: 5966.855469
	Iteration 41Q: 3 clusters Score -2.071258e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -20712592.000000 Penalty: 5966.855469
	Iteration 42Q: 3 clusters Score -2.071259e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -20712628.000000 Penalty: 5966.855469
	Iteration 43Q: 3 clusters Score -2.071263e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -20712624.000000 Penalty: 5966.855469
	Iteration 44Q: 3 clusters Score -2.071262e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164793 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -20712630.000000 Penalty: 5966.855469
	Iteration 45Q: 3 clusters Score -2.071263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164820 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -20712638.000000 Penalty: 5966.855469
	Iteration 46Q: 3 clusters Score -2.071264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164844 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -20712644.000000 Penalty: 5966.855469
	Iteration 47Q: 3 clusters Score -2.071264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164869 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -20712650.000000 Penalty: 5966.855469
	Iteration 48Q: 3 clusters Score -2.071265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164880 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -20712648.000000 Penalty: 5966.855469
	Iteration 49Q: 3 clusters Score -2.071265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164894 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -20712674.000000 Penalty: 5966.855469
	Iteration 50Q: 3 clusters Score -2.071267e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -20712660.000000 Penalty: 5966.855469
	Iteration 51Q: 3 clusters Score -2.071266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -20712668.000000 Penalty: 5966.855469
	Iteration 52Q: 3 clusters Score -2.071267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -20712646.000000 Penalty: 5966.855469
	Iteration 53Q: 3 clusters Score -2.071265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164980 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20712656.000000 Penalty: 5966.855469
	Iteration 54Q: 3 clusters Score -2.071266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164997 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -20712668.000000 Penalty: 5966.855469
	Iteration 55Q: 3 clusters Score -2.071267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -20712668.000000 Penalty: 5966.855469
	Iteration 56Q: 3 clusters Score -2.071267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20712666.000000 Penalty: 5966.855469
	Iteration 57Q: 3 clusters Score -2.071267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -20712680.000000 Penalty: 5966.855469
	Iteration 58Q: 3 clusters Score -2.071268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20712694.000000 Penalty: 5966.855469
	Iteration 59Q: 3 clusters Score -2.071269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -20712668.000000 Penalty: 5966.855469
	Iteration 60F: 3 clusters Score -2.071267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165080 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20712676.000000 Penalty: 5966.855469
	Iteration 61Q: 3 clusters Score -2.071268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -20712678.000000 Penalty: 5966.855469
	Iteration 62Q: 3 clusters Score -2.071268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20712664.000000 Penalty: 5966.855469
	Iteration 63Q: 3 clusters Score -2.071266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20712642.000000 Penalty: 5966.855469
	Iteration 64Q: 3 clusters Score -2.071264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20712646.000000 Penalty: 5966.855469
	Iteration 65Q: 3 clusters Score -2.071265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165139 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20712642.000000 Penalty: 5966.855469
	Iteration 66Q: 3 clusters Score -2.071264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -20712646.000000 Penalty: 5966.855469
	Iteration 67Q: 3 clusters Score -2.071265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20712654.000000 Penalty: 5966.855469
	Iteration 68Q: 3 clusters Score -2.071265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -20712644.000000 Penalty: 5966.855469
	Iteration 69Q: 3 clusters Score -2.071264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20712640.000000 Penalty: 5966.855469
	Iteration 70Q: 3 clusters Score -2.071264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20712640.000000 Penalty: 5966.855469
	Iteration 71F: 3 clusters Score -2.071264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -90319.750000 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -90319.75 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 409 members 
Entering Unmasked Estep 
Score: -88552.265625 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -88552.27 nChanged 207
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: -88819.382812 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -88819.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88899.367188 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -88899.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88940.570312 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -88940.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88957.359375 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -88957.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88967.695312 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -88967.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88971.281250 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -88971.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88976.000000 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -88976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88983.234375 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -88983.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88984.726562 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -88984.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88984.726562 Penalty: 3326.603760
	Iteration 10F: 3 clusters Score -88984.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Entering Unmasked Estep 
Score: -2822305.500000 Penalty: 2492.488037
	Iteration 0F: 2 clusters Score -2822306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2806151.000000 Penalty: 4984.976074
	Iteration 0F: 3 clusters Score -2806151 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2811596.000000 Penalty: 4984.976074
	Iteration 1F: 3 clusters Score -2811596 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2811987.000000 Penalty: 4984.976074
	Iteration 2F: 3 clusters Score -2811987 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2812274.250000 Penalty: 4984.976074
	Iteration 3Q: 3 clusters Score -2812274 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2812487.750000 Penalty: 4984.976074
	Iteration 4Q: 3 clusters Score -2812488 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2812682.750000 Penalty: 4984.976074
	Iteration 5Q: 3 clusters Score -2812683 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2812879.750000 Penalty: 4984.976074
	Iteration 6Q: 3 clusters Score -2812880 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2813082.500000 Penalty: 4984.976074
	Iteration 7Q: 3 clusters Score -2813082 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2813282.500000 Penalty: 4984.976074
	Iteration 8Q: 3 clusters Score -2813282 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2813525.500000 Penalty: 4984.976074
	Iteration 9Q: 3 clusters Score -2813526 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2813834.000000 Penalty: 4984.976074
	Iteration 10Q: 3 clusters Score -2813834 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2814227.000000 Penalty: 4984.976074
	Iteration 11Q: 3 clusters Score -2814227 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2814699.250000 Penalty: 4984.976074
	Iteration 12Q: 3 clusters Score -2814699 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2815266.000000 Penalty: 4984.976074
	Iteration 13Q: 3 clusters Score -2815266 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2815861.000000 Penalty: 4984.976074
	Iteration 14Q: 3 clusters Score -2815861 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2816548.000000 Penalty: 4984.976074
	Iteration 15Q: 3 clusters Score -2816548 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2817078.000000 Penalty: 4984.976074
	Iteration 16Q: 3 clusters Score -2817078 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2817358.500000 Penalty: 4984.976074
	Iteration 17Q: 3 clusters Score -2817358 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2817515.000000 Penalty: 4984.976074
	Iteration 18Q: 3 clusters Score -2817515 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2817591.750000 Penalty: 4984.976074
	Iteration 19Q: 3 clusters Score -2817592 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2817635.000000 Penalty: 4984.976074
	Iteration 20F: 3 clusters Score -2817635 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2817675.000000 Penalty: 4984.976074
	Iteration 21Q: 3 clusters Score -2817675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2817713.750000 Penalty: 4984.976074
	Iteration 22Q: 3 clusters Score -2817714 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2817748.500000 Penalty: 4984.976074
	Iteration 23Q: 3 clusters Score -2817748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2817777.500000 Penalty: 4984.976074
	Iteration 24Q: 3 clusters Score -2817778 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2817803.500000 Penalty: 4984.976074
	Iteration 25Q: 3 clusters Score -2817804 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2817825.750000 Penalty: 4984.976074
	Iteration 26Q: 3 clusters Score -2817826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2817849 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2817882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2817910.750000 Penalty: 4984.976074
	Iteration 29Q: 3 clusters Score -2817911 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2817960.500000 Penalty: 4984.976074
	Iteration 30Q: 3 clusters Score -2817960 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2818007.500000 Penalty: 4984.976074
	Iteration 31Q: 3 clusters Score -2818008 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2818055.750000 Penalty: 4984.976074
	Iteration 32Q: 3 clusters Score -2818056 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2818103.750000 Penalty: 4984.976074
	Iteration 33Q: 3 clusters Score -2818104 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2818148.000000 Penalty: 4984.976074
	Iteration 34Q: 3 clusters Score -2818148 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2818187.750000 Penalty: 4984.976074
	Iteration 35Q: 3 clusters Score -2818188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2818207.750000 Penalty: 4984.976074
	Iteration 36Q: 3 clusters Score -2818208 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2818257.500000 Penalty: 4984.976074
	Iteration 37Q: 3 clusters Score -2818258 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2818282.750000 Penalty: 4984.976074
	Iteration 38Q: 3 clusters Score -2818283 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2818347.000000 Penalty: 4984.976074
	Iteration 39Q: 3 clusters Score -2818347 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2818404.500000 Penalty: 4984.976074
	Iteration 40F: 3 clusters Score -2818404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2818438.750000 Penalty: 4984.976074
	Iteration 41Q: 3 clusters Score -2818439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2818481.000000 Penalty: 4984.976074
	Iteration 42Q: 3 clusters Score -2818481 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2818529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2818570 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2818617.500000 Penalty: 4984.976074
	Iteration 45Q: 3 clusters Score -2818618 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2818638 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2818664.250000 Penalty: 4984.976074
	Iteration 47Q: 3 clusters Score -2818664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2818687.250000 Penalty: 4984.976074
	Iteration 48Q: 3 clusters Score -2818687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2818719.000000 Penalty: 4984.976074
	Iteration 49Q: 3 clusters Score -2818719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2818744.250000 Penalty: 4984.976074
	Iteration 50Q: 3 clusters Score -2818744 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2818792.750000 Penalty: 4984.976074
	Iteration 51Q: 3 clusters Score -2818793 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2818821.750000 Penalty: 4984.976074
	Iteration 52Q: 3 clusters Score -2818822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2818856.000000 Penalty: 4984.976074
	Iteration 53Q: 3 clusters Score -2818856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2818881.500000 Penalty: 4984.976074
	Iteration 54Q: 3 clusters Score -2818882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2818915.500000 Penalty: 4984.976074
	Iteration 55Q: 3 clusters Score -2818916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2818931.250000 Penalty: 4984.976074
	Iteration 56Q: 3 clusters Score -2818931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2818954.250000 Penalty: 4984.976074
	Iteration 57Q: 3 clusters Score -2818954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2818970.750000 Penalty: 4984.976074
	Iteration 58Q: 3 clusters Score -2818971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2819003.000000 Penalty: 4984.976074
	Iteration 59Q: 3 clusters Score -2819003 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2819026 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2819055 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2819087 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2819103.500000 Penalty: 4984.976074
	Iteration 63Q: 3 clusters Score -2819104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2819116.500000 Penalty: 4984.976074
	Iteration 64Q: 3 clusters Score -2819116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2819140.500000 Penalty: 4984.976074
	Iteration 65Q: 3 clusters Score -2819140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2819161.750000 Penalty: 4984.976074
	Iteration 66Q: 3 clusters Score -2819162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2819185.250000 Penalty: 4984.976074
	Iteration 67Q: 3 clusters Score -2819185 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2819205.250000 Penalty: 4984.976074
	Iteration 68Q: 3 clusters Score -2819205 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2819216.500000 Penalty: 4984.976074
	Iteration 69Q: 3 clusters Score -2819216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2819241.250000 Penalty: 4984.976074
	Iteration 70Q: 3 clusters Score -2819241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2819266.250000 Penalty: 4984.976074
	Iteration 71Q: 3 clusters Score -2819266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2819285.000000 Penalty: 4984.976074
	Iteration 72Q: 3 clusters Score -2819285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2819309.250000 Penalty: 4984.976074
	Iteration 73Q: 3 clusters Score -2819309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2819326.250000 Penalty: 4984.976074
	Iteration 74Q: 3 clusters Score -2819326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2819352.500000 Penalty: 4984.976074
	Iteration 75Q: 3 clusters Score -2819352 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2819375.750000 Penalty: 4984.976074
	Iteration 76Q: 3 clusters Score -2819376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2819390.750000 Penalty: 4984.976074
	Iteration 77Q: 3 clusters Score -2819391 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2819422.500000 Penalty: 4984.976074
	Iteration 78Q: 3 clusters Score -2819422 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2819437 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2819449.000000 Penalty: 4984.976074
	Iteration 80F: 3 clusters Score -2819449 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2819473.250000 Penalty: 4984.976074
	Iteration 81Q: 3 clusters Score -2819473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2819499.250000 Penalty: 4984.976074
	Iteration 82Q: 3 clusters Score -2819499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2819524.250000 Penalty: 4984.976074
	Iteration 83Q: 3 clusters Score -2819524 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2819545.000000 Penalty: 4984.976074
	Iteration 84Q: 3 clusters Score -2819545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2819565.000000 Penalty: 4984.976074
	Iteration 85Q: 3 clusters Score -2819565 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2819595 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2819617.000000 Penalty: 4984.976074
	Iteration 87Q: 3 clusters Score -2819617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2819631 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2819666.000000 Penalty: 4984.976074
	Iteration 89Q: 3 clusters Score -2819666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2819696.750000 Penalty: 4984.976074
	Iteration 90Q: 3 clusters Score -2819697 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2819718.500000 Penalty: 4984.976074
	Iteration 91Q: 3 clusters Score -2819718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2819745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2819763.250000 Penalty: 4984.976074
	Iteration 93Q: 3 clusters Score -2819763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2819777.250000 Penalty: 4984.976074
	Iteration 94Q: 3 clusters Score -2819777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2819793.750000 Penalty: 4984.976074
	Iteration 95Q: 3 clusters Score -2819794 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2819802.250000 Penalty: 4984.976074
	Iteration 96Q: 3 clusters Score -2819802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2819818.250000 Penalty: 4984.976074
	Iteration 97Q: 3 clusters Score -2819818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2819829.250000 Penalty: 4984.976074
	Iteration 98Q: 3 clusters Score -2819829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2819836.500000 Penalty: 4984.976074
	Iteration 99Q: 3 clusters Score -2819836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2819846.250000 Penalty: 4984.976074
	Iteration 100F: 3 clusters Score -2819846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2819856.250000 Penalty: 4984.976074
	Iteration 101Q: 3 clusters Score -2819856 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2819860 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2819863.500000 Penalty: 4984.976074
	Iteration 103Q: 3 clusters Score -2819864 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2819877.500000 Penalty: 4984.976074
	Iteration 104Q: 3 clusters Score -2819878 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2819883.250000 Penalty: 4984.976074
	Iteration 105Q: 3 clusters Score -2819883 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2819880.000000 Penalty: 4984.976074
	Iteration 106Q: 3 clusters Score -2819880 nChanged 23
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Mstep: Class 1 contains 2431 members 
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Entering Unmasked Estep 
Score: -2819885.250000 Penalty: 4984.976074
	Iteration 107Q: 3 clusters Score -2819885 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2819891.750000 Penalty: 4984.976074
	Iteration 108Q: 3 clusters Score -2819892 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2819897 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2819898 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2819907.250000 Penalty: 4984.976074
	Iteration 111Q: 3 clusters Score -2819907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2819903.500000 Penalty: 4984.976074
	Iteration 112Q: 3 clusters Score -2819904 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2819906.500000 Penalty: 4984.976074
	Iteration 113Q: 3 clusters Score -2819906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2819911.250000 Penalty: 4984.976074
	Iteration 114Q: 3 clusters Score -2819911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2819915.250000 Penalty: 4984.976074
	Iteration 115Q: 3 clusters Score -2819915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2819916.250000 Penalty: 4984.976074
	Iteration 116Q: 3 clusters Score -2819916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2819921.500000 Penalty: 4984.976074
	Iteration 117Q: 3 clusters Score -2819922 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2819923.750000 Penalty: 4984.976074
	Iteration 118Q: 3 clusters Score -2819924 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2819923.250000 Penalty: 4984.976074
	Iteration 119Q: 3 clusters Score -2819923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2819922.250000 Penalty: 4984.976074
	Iteration 120F: 3 clusters Score -2819922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2819922.500000 Penalty: 4984.976074
	Iteration 121Q: 3 clusters Score -2819922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2819927.750000 Penalty: 4984.976074
	Iteration 122Q: 3 clusters Score -2819928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2819926.250000 Penalty: 4984.976074
	Iteration 123Q: 3 clusters Score -2819926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2819929.000000 Penalty: 4984.976074
	Iteration 124Q: 3 clusters Score -2819929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2819933.250000 Penalty: 4984.976074
	Iteration 125Q: 3 clusters Score -2819933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2819933.500000 Penalty: 4984.976074
	Iteration 126Q: 3 clusters Score -2819934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2819933.500000 Penalty: 4984.976074
	Iteration 127F: 3 clusters Score -2819934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Entering Unmasked Estep 
Score: -12903958.000000 Penalty: 2864.407227
	Iteration 0F: 2 clusters Score -1.290396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -12834820.000000 Penalty: 5728.814453
	Iteration 0F: 3 clusters Score -1.283482e+07 nChanged 49166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -12862464.000000 Penalty: 5728.814453
	Iteration 1F: 3 clusters Score -1.286246e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -12863011.000000 Penalty: 5728.814453
	Iteration 2Q: 3 clusters Score -1.286301e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -12863616.000000 Penalty: 5728.814453
	Iteration 3Q: 3 clusters Score -1.286362e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -12864130.000000 Penalty: 5728.814453
	Iteration 4Q: 3 clusters Score -1.286413e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -12864768.000000 Penalty: 5728.814453
	Iteration 5Q: 3 clusters Score -1.286477e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -12865308.000000 Penalty: 5728.814453
	Iteration 6Q: 3 clusters Score -1.286531e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -12866171.000000 Penalty: 5728.814453
	Iteration 7Q: 3 clusters Score -1.286617e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -12867064.000000 Penalty: 5728.814453
	Iteration 8Q: 3 clusters Score -1.286706e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -12868392.000000 Penalty: 5728.814453
	Iteration 9Q: 3 clusters Score -1.286839e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -12870348.000000 Penalty: 5728.814453
	Iteration 10Q: 3 clusters Score -1.287035e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -12873443.000000 Penalty: 5728.814453
	Iteration 11Q: 3 clusters Score -1.287344e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -12877765.000000 Penalty: 5728.814453
	Iteration 12F: 3 clusters Score -1.287776e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -12883298.000000 Penalty: 5728.814453
	Iteration 13F: 3 clusters Score -1.28833e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -12889069.000000 Penalty: 5728.814453
	Iteration 14F: 3 clusters Score -1.288907e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94385 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -12893926.000000 Penalty: 5728.814453
	Iteration 15F: 3 clusters Score -1.289393e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98370 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -12897383.000000 Penalty: 5728.814453
	Iteration 16Q: 3 clusters Score -1.289738e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -12899400.000000 Penalty: 5728.814453
	Iteration 17Q: 3 clusters Score -1.28994e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12900396.000000 Penalty: 5728.814453
	Iteration 18Q: 3 clusters Score -1.29004e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12900888.000000 Penalty: 5728.814453
	Iteration 19Q: 3 clusters Score -1.290089e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102994 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12901127.000000 Penalty: 5728.814453
	Iteration 20F: 3 clusters Score -1.290113e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12901271.000000 Penalty: 5728.814453
	Iteration 21Q: 3 clusters Score -1.290127e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12901350.000000 Penalty: 5728.814453
	Iteration 22Q: 3 clusters Score -1.290135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12901368.000000 Penalty: 5728.814453
	Iteration 23Q: 3 clusters Score -1.290137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12901410.000000 Penalty: 5728.814453
	Iteration 24Q: 3 clusters Score -1.290141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12901456.000000 Penalty: 5728.814453
	Iteration 25Q: 3 clusters Score -1.290146e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12901472.000000 Penalty: 5728.814453
	Iteration 26Q: 3 clusters Score -1.290147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12901484.000000 Penalty: 5728.814453
	Iteration 27Q: 3 clusters Score -1.290148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12901489.000000 Penalty: 5728.814453
	Iteration 28Q: 3 clusters Score -1.290149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -12901501.000000 Penalty: 5728.814453
	Iteration 29Q: 3 clusters Score -1.29015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -12901501.000000 Penalty: 5728.814453
	Iteration 30Q: 3 clusters Score -1.29015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12901501.000000 Penalty: 5728.814453
	Iteration 31Q: 3 clusters Score -1.29015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12901504.000000 Penalty: 5728.814453
	Iteration 32Q: 3 clusters Score -1.29015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12901502.000000 Penalty: 5728.814453
	Iteration 33Q: 3 clusters Score -1.29015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12901512.000000 Penalty: 5728.814453
	Iteration 34Q: 3 clusters Score -1.290151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12901514.000000 Penalty: 5728.814453
	Iteration 35Q: 3 clusters Score -1.290151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103377 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12901514.000000 Penalty: 5728.814453
	Iteration 36F: 3 clusters Score -1.290151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Entering Unmasked Estep 
Score: -773434.750000 Penalty: 2182.689697
	Iteration 0F: 2 clusters Score -773434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -767961.750000 Penalty: 4365.379395
	Iteration 0F: 3 clusters Score -767961.8 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -769467.000000 Penalty: 4365.379395
	Iteration 1F: 3 clusters Score -769467 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -769784.250000 Penalty: 4365.379395
	Iteration 2F: 3 clusters Score -769784.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -770073.875000 Penalty: 4365.379395
	Iteration 3F: 3 clusters Score -770073.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -770415.750000 Penalty: 4365.379395
	Iteration 4F: 3 clusters Score -770415.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -770839.500000 Penalty: 4365.379395
	Iteration 5F: 3 clusters Score -770839.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -771267.062500 Penalty: 4365.379395
	Iteration 6F: 3 clusters Score -771267.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -771620.375000 Penalty: 4365.379395
	Iteration 7F: 3 clusters Score -771620.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -771873.812500 Penalty: 4365.379395
	Iteration 8Q: 3 clusters Score -771873.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -772055.437500 Penalty: 4365.379395
	Iteration 9Q: 3 clusters Score -772055.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -772173.875000 Penalty: 4365.379395
	Iteration 10Q: 3 clusters Score -772173.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -772265.562500 Penalty: 4365.379395
	Iteration 11Q: 3 clusters Score -772265.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -772329.625000 Penalty: 4365.379395
	Iteration 12Q: 3 clusters Score -772329.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -772386.062500 Penalty: 4365.379395
	Iteration 13Q: 3 clusters Score -772386.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -772431.000000 Penalty: 4365.379395
	Iteration 14Q: 3 clusters Score -772431 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -772476.875000 Penalty: 4365.379395
	Iteration 15Q: 3 clusters Score -772476.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -772515.187500 Penalty: 4365.379395
	Iteration 16Q: 3 clusters Score -772515.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -772541.750000 Penalty: 4365.379395
	Iteration 17Q: 3 clusters Score -772541.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -772555.937500 Penalty: 4365.379395
	Iteration 18Q: 3 clusters Score -772555.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -772566.937500 Penalty: 4365.379395
	Iteration 19Q: 3 clusters Score -772566.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -772576.812500 Penalty: 4365.379395
	Iteration 20F: 3 clusters Score -772576.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -772588.875000 Penalty: 4365.379395
	Iteration 21Q: 3 clusters Score -772588.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -772600.312500 Penalty: 4365.379395
	Iteration 22Q: 3 clusters Score -772600.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -772609.062500 Penalty: 4365.379395
	Iteration 23Q: 3 clusters Score -772609.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -772616.625000 Penalty: 4365.379395
	Iteration 24Q: 3 clusters Score -772616.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -772625.062500 Penalty: 4365.379395
	Iteration 25Q: 3 clusters Score -772625.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -772632.500000 Penalty: 4365.379395
	Iteration 26Q: 3 clusters Score -772632.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -772637.000000 Penalty: 4365.379395
	Iteration 27Q: 3 clusters Score -772637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -772639.750000 Penalty: 4365.379395
	Iteration 28Q: 3 clusters Score -772639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -772640.500000 Penalty: 4365.379395
	Iteration 29Q: 3 clusters Score -772640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -772642.375000 Penalty: 4365.379395
	Iteration 30Q: 3 clusters Score -772642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -772647.250000 Penalty: 4365.379395
	Iteration 31Q: 3 clusters Score -772647.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -772649.062500 Penalty: 4365.379395
	Iteration 32Q: 3 clusters Score -772649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -772653.812500 Penalty: 4365.379395
	Iteration 33Q: 3 clusters Score -772653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -772655.687500 Penalty: 4365.379395
	Iteration 34Q: 3 clusters Score -772655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -772657.750000 Penalty: 4365.379395
	Iteration 35Q: 3 clusters Score -772657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -772658.625000 Penalty: 4365.379395
	Iteration 36Q: 3 clusters Score -772658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -772659.125000 Penalty: 4365.379395
	Iteration 37Q: 3 clusters Score -772659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -772659.125000 Penalty: 4365.379395
	Iteration 38Q: 3 clusters Score -772659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -772660.312500 Penalty: 4365.379395
	Iteration 39Q: 3 clusters Score -772660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -772662.625000 Penalty: 4365.379395
	Iteration 40F: 3 clusters Score -772662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -772666.062500 Penalty: 4365.379395
	Iteration 41Q: 3 clusters Score -772666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -772665.500000 Penalty: 4365.379395
	Iteration 42Q: 3 clusters Score -772665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -772665.312500 Penalty: 4365.379395
	Iteration 43Q: 3 clusters Score -772665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -772666.500000 Penalty: 4365.379395
	Iteration 44Q: 3 clusters Score -772666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -772666.375000 Penalty: 4365.379395
	Iteration 45Q: 3 clusters Score -772666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -772667.437500 Penalty: 4365.379395
	Iteration 46Q: 3 clusters Score -772667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -772667.437500 Penalty: 4365.379395
	Iteration 47F: 3 clusters Score -772667.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Entering Unmasked Estep 
Score: -11228813.000000 Penalty: 2840.274170
	Iteration 0F: 2 clusters Score -1.122881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -11165479.000000 Penalty: 5680.548340
	Iteration 0F: 3 clusters Score -1.116548e+07 nChanged 44589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -11191306.000000 Penalty: 5680.548340
	Iteration 1F: 3 clusters Score -1.119131e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -11192468.000000 Penalty: 5680.548340
	Iteration 2Q: 3 clusters Score -1.119247e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -11193988.000000 Penalty: 5680.548340
	Iteration 3Q: 3 clusters Score -1.119399e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -11196329.000000 Penalty: 5680.548340
	Iteration 4Q: 3 clusters Score -1.119633e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -11199724.000000 Penalty: 5680.548340
	Iteration 5F: 3 clusters Score -1.119972e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -11203959.000000 Penalty: 5680.548340
	Iteration 6F: 3 clusters Score -1.120396e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -11208212.000000 Penalty: 5680.548340
	Iteration 7F: 3 clusters Score -1.120821e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -11212023.000000 Penalty: 5680.548340
	Iteration 8F: 3 clusters Score -1.121202e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -11215207.000000 Penalty: 5680.548340
	Iteration 9F: 3 clusters Score -1.121521e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -11217776.000000 Penalty: 5680.548340
	Iteration 10Q: 3 clusters Score -1.121778e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -11219875.000000 Penalty: 5680.548340
	Iteration 11Q: 3 clusters Score -1.121988e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -11221399.000000 Penalty: 5680.548340
	Iteration 12Q: 3 clusters Score -1.12214e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -11222557.000000 Penalty: 5680.548340
	Iteration 13Q: 3 clusters Score -1.122256e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -11223479.000000 Penalty: 5680.548340
	Iteration 14Q: 3 clusters Score -1.122348e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -11224156.000000 Penalty: 5680.548340
	Iteration 15Q: 3 clusters Score -1.122416e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -11224712.000000 Penalty: 5680.548340
	Iteration 16Q: 3 clusters Score -1.122471e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -11225132.000000 Penalty: 5680.548340
	Iteration 17Q: 3 clusters Score -1.122513e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -11225489.000000 Penalty: 5680.548340
	Iteration 18Q: 3 clusters Score -1.122549e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -11225753.000000 Penalty: 5680.548340
	Iteration 19Q: 3 clusters Score -1.122575e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -11225990.000000 Penalty: 5680.548340
	Iteration 20F: 3 clusters Score -1.122599e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -11226177.000000 Penalty: 5680.548340
	Iteration 21Q: 3 clusters Score -1.122618e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -11226307.000000 Penalty: 5680.548340
	Iteration 22Q: 3 clusters Score -1.122631e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -11226467.000000 Penalty: 5680.548340
	Iteration 23Q: 3 clusters Score -1.122647e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -11226650.000000 Penalty: 5680.548340
	Iteration 24Q: 3 clusters Score -1.122665e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78166 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -11226765.000000 Penalty: 5680.548340
	Iteration 25Q: 3 clusters Score -1.122676e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -11226849.000000 Penalty: 5680.548340
	Iteration 26Q: 3 clusters Score -1.122685e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -11226962.000000 Penalty: 5680.548340
	Iteration 27Q: 3 clusters Score -1.122696e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -11227057.000000 Penalty: 5680.548340
	Iteration 28Q: 3 clusters Score -1.122706e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -11227126.000000 Penalty: 5680.548340
	Iteration 29Q: 3 clusters Score -1.122713e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -11227153.000000 Penalty: 5680.548340
	Iteration 30Q: 3 clusters Score -1.122715e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -11227236.000000 Penalty: 5680.548340
	Iteration 31Q: 3 clusters Score -1.122724e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81151 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -11227268.000000 Penalty: 5680.548340
	Iteration 32Q: 3 clusters Score -1.122727e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -11227320.000000 Penalty: 5680.548340
	Iteration 33Q: 3 clusters Score -1.122732e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -11227407.000000 Penalty: 5680.548340
	Iteration 34Q: 3 clusters Score -1.122741e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -11227435.000000 Penalty: 5680.548340
	Iteration 35Q: 3 clusters Score -1.122744e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -11227478.000000 Penalty: 5680.548340
	Iteration 36Q: 3 clusters Score -1.122748e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -11227494.000000 Penalty: 5680.548340
	Iteration 37Q: 3 clusters Score -1.122749e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -11227512.000000 Penalty: 5680.548340
	Iteration 38Q: 3 clusters Score -1.122751e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -11227552.000000 Penalty: 5680.548340
	Iteration 39Q: 3 clusters Score -1.122755e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -11227563.000000 Penalty: 5680.548340
	Iteration 40F: 3 clusters Score -1.122756e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -11227563.000000 Penalty: 5680.548340
	Iteration 41Q: 3 clusters Score -1.122756e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -11227554.000000 Penalty: 5680.548340
	Iteration 42Q: 3 clusters Score -1.122755e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -11227572.000000 Penalty: 5680.548340
	Iteration 43Q: 3 clusters Score -1.122757e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -11227588.000000 Penalty: 5680.548340
	Iteration 44Q: 3 clusters Score -1.122759e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -11227606.000000 Penalty: 5680.548340
	Iteration 45Q: 3 clusters Score -1.122761e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -11227593.000000 Penalty: 5680.548340
	Iteration 46Q: 3 clusters Score -1.122759e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83965 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -11227598.000000 Penalty: 5680.548340
	Iteration 47Q: 3 clusters Score -1.12276e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -11227609.000000 Penalty: 5680.548340
	Iteration 48Q: 3 clusters Score -1.122761e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -11227638.000000 Penalty: 5680.548340
	Iteration 49Q: 3 clusters Score -1.122764e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -11227628.000000 Penalty: 5680.548340
	Iteration 50Q: 3 clusters Score -1.122763e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -11227630.000000 Penalty: 5680.548340
	Iteration 51Q: 3 clusters Score -1.122763e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84270 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -11227624.000000 Penalty: 5680.548340
	Iteration 52Q: 3 clusters Score -1.122762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -11227645.000000 Penalty: 5680.548340
	Iteration 53Q: 3 clusters Score -1.122764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -11227642.000000 Penalty: 5680.548340
	Iteration 54Q: 3 clusters Score -1.122764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -11227646.000000 Penalty: 5680.548340
	Iteration 55Q: 3 clusters Score -1.122765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -11227648.000000 Penalty: 5680.548340
	Iteration 56Q: 3 clusters Score -1.122765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -11227647.000000 Penalty: 5680.548340
	Iteration 57Q: 3 clusters Score -1.122765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -11227649.000000 Penalty: 5680.548340
	Iteration 58Q: 3 clusters Score -1.122765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -11227649.000000 Penalty: 5680.548340
	Iteration 59Q: 3 clusters Score -1.122765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -11227637.000000 Penalty: 5680.548340
	Iteration 60F: 3 clusters Score -1.122764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -11227645.000000 Penalty: 5680.548340
	Iteration 61Q: 3 clusters Score -1.122764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -11227644.000000 Penalty: 5680.548340
	Iteration 62Q: 3 clusters Score -1.122764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -11227649.000000 Penalty: 5680.548340
	Iteration 63Q: 3 clusters Score -1.122765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -11227648.000000 Penalty: 5680.548340
	Iteration 64Q: 3 clusters Score -1.122765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -11227652.000000 Penalty: 5680.548340
	Iteration 65Q: 3 clusters Score -1.122765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84454 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -11227650.000000 Penalty: 5680.548340
	Iteration 66Q: 3 clusters Score -1.122765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -11227655.000000 Penalty: 5680.548340
	Iteration 67Q: 3 clusters Score -1.122766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -11227672.000000 Penalty: 5680.548340
	Iteration 68Q: 3 clusters Score -1.122767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -11227666.000000 Penalty: 5680.548340
	Iteration 69Q: 3 clusters Score -1.122767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -11227657.000000 Penalty: 5680.548340
	Iteration 70Q: 3 clusters Score -1.122766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -11227646.000000 Penalty: 5680.548340
	Iteration 71Q: 3 clusters Score -1.122765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -11227649.000000 Penalty: 5680.548340
	Iteration 72Q: 3 clusters Score -1.122765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -11227661.000000 Penalty: 5680.548340
	Iteration 73Q: 3 clusters Score -1.122766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -11227653.000000 Penalty: 5680.548340
	Iteration 74Q: 3 clusters Score -1.122765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -11227650.000000 Penalty: 5680.548340
	Iteration 75Q: 3 clusters Score -1.122765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -11227663.000000 Penalty: 5680.548340
	Iteration 76Q: 3 clusters Score -1.122766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -11227653.000000 Penalty: 5680.548340
	Iteration 77Q: 3 clusters Score -1.122765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -11227657.000000 Penalty: 5680.548340
	Iteration 78Q: 3 clusters Score -1.122766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -11227663.000000 Penalty: 5680.548340
	Iteration 79Q: 3 clusters Score -1.122766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84567 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -11227663.000000 Penalty: 5680.548340
	Iteration 80F: 3 clusters Score -1.122766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (106317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Entering Unmasked Estep 
Score: -13192255.000000 Penalty: 2870.396729
	Iteration 0F: 2 clusters Score -1.319226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -13121263.000000 Penalty: 5740.793457
	Iteration 0F: 3 clusters Score -1.312126e+07 nChanged 50235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -13150446.000000 Penalty: 5740.793457
	Iteration 1F: 3 clusters Score -1.315045e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -13151776.000000 Penalty: 5740.793457
	Iteration 2Q: 3 clusters Score -1.315178e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -13153617.000000 Penalty: 5740.793457
	Iteration 3Q: 3 clusters Score -1.315362e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -13156458.000000 Penalty: 5740.793457
	Iteration 4Q: 3 clusters Score -1.315646e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -13160045.000000 Penalty: 5740.793457
	Iteration 5F: 3 clusters Score -1.316004e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75190 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -13164651.000000 Penalty: 5740.793457
	Iteration 6F: 3 clusters Score -1.316465e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -13169716.000000 Penalty: 5740.793457
	Iteration 7F: 3 clusters Score -1.316972e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -13174980.000000 Penalty: 5740.793457
	Iteration 8F: 3 clusters Score -1.317498e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -13179697.000000 Penalty: 5740.793457
	Iteration 9F: 3 clusters Score -1.31797e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -13183558.000000 Penalty: 5740.793457
	Iteration 10Q: 3 clusters Score -1.318356e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101442 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -13186106.000000 Penalty: 5740.793457
	Iteration 11Q: 3 clusters Score -1.318611e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -13187817.000000 Penalty: 5740.793457
	Iteration 12Q: 3 clusters Score -1.318782e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -13188720.000000 Penalty: 5740.793457
	Iteration 13Q: 3 clusters Score -1.318872e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -13189210.000000 Penalty: 5740.793457
	Iteration 14Q: 3 clusters Score -1.318921e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13189435.000000 Penalty: 5740.793457
	Iteration 15Q: 3 clusters Score -1.318944e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -13189523.000000 Penalty: 5740.793457
	Iteration 16Q: 3 clusters Score -1.318952e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13189612.000000 Penalty: 5740.793457
	Iteration 17Q: 3 clusters Score -1.318961e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -13189678.000000 Penalty: 5740.793457
	Iteration 18Q: 3 clusters Score -1.318968e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -13189713.000000 Penalty: 5740.793457
	Iteration 19Q: 3 clusters Score -1.318971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13189756.000000 Penalty: 5740.793457
	Iteration 20F: 3 clusters Score -1.318976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105837 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13189773.000000 Penalty: 5740.793457
	Iteration 21Q: 3 clusters Score -1.318977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13189779.000000 Penalty: 5740.793457
	Iteration 22Q: 3 clusters Score -1.318978e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13189790.000000 Penalty: 5740.793457
	Iteration 23Q: 3 clusters Score -1.318979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105850 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13189792.000000 Penalty: 5740.793457
	Iteration 24Q: 3 clusters Score -1.318979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13189801.000000 Penalty: 5740.793457
	Iteration 25Q: 3 clusters Score -1.31898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13189815.000000 Penalty: 5740.793457
	Iteration 26Q: 3 clusters Score -1.318982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13189820.000000 Penalty: 5740.793457
	Iteration 27Q: 3 clusters Score -1.318982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105862 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -13189834.000000 Penalty: 5740.793457
	Iteration 28Q: 3 clusters Score -1.318983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13189843.000000 Penalty: 5740.793457
	Iteration 29Q: 3 clusters Score -1.318984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13189838.000000 Penalty: 5740.793457
	Iteration 30Q: 3 clusters Score -1.318984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -13189841.000000 Penalty: 5740.793457
	Iteration 31Q: 3 clusters Score -1.318984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -13189840.000000 Penalty: 5740.793457
	Iteration 32Q: 3 clusters Score -1.318984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -13189847.000000 Penalty: 5740.793457
	Iteration 33Q: 3 clusters Score -1.318985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13189846.000000 Penalty: 5740.793457
	Iteration 34Q: 3 clusters Score -1.318985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13189846.000000 Penalty: 5740.793457
	Iteration 35F: 3 clusters Score -1.318985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -431985.218750 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -431985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -428349.593750 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -428349.6 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -429131.218750 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -429131.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -429358.562500 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -429358.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -429494.468750 Penalty: 4059.656982
	Iteration 3F: 3 clusters Score -429494.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -429582.000000 Penalty: 4059.656982
	Iteration 4Q: 3 clusters Score -429582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -429665.625000 Penalty: 4059.656982
	Iteration 5Q: 3 clusters Score -429665.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -429746.031250 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -429746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -429823.843750 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -429823.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -429891.281250 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -429891.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -429953.562500 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -429953.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -430021.656250 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -430021.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -430070.531250 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -430070.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -430114.125000 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -430114.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -430146.687500 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -430146.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -430178.000000 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -430178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -430204.156250 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -430204.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -430225.468750 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -430225.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -430242.781250 Penalty: 4059.656982
	Iteration 17Q: 3 clusters Score -430242.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -430249.718750 Penalty: 4059.656982
	Iteration 18Q: 3 clusters Score -430249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -430253.687500 Penalty: 4059.656982
	Iteration 19Q: 3 clusters Score -430253.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -430259.250000 Penalty: 4059.656982
	Iteration 20F: 3 clusters Score -430259.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -430266.062500 Penalty: 4059.656982
	Iteration 21Q: 3 clusters Score -430266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -430269.406250 Penalty: 4059.656982
	Iteration 22Q: 3 clusters Score -430269.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -430276.000000 Penalty: 4059.656982
	Iteration 23Q: 3 clusters Score -430276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -430279.687500 Penalty: 4059.656982
	Iteration 24Q: 3 clusters Score -430279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -430282.375000 Penalty: 4059.656982
	Iteration 25Q: 3 clusters Score -430282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -430283.562500 Penalty: 4059.656982
	Iteration 26Q: 3 clusters Score -430283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -430284.062500 Penalty: 4059.656982
	Iteration 27Q: 3 clusters Score -430284.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -430284.062500 Penalty: 4059.656982
	Iteration 28F: 3 clusters Score -430284.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Entering Unmasked Estep 
Score: -371776.500000 Penalty: 1993.950928
	Iteration 0F: 2 clusters Score -371776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -368467.031250 Penalty: 3987.901855
	Iteration 0F: 3 clusters Score -368467 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -369155.343750 Penalty: 3987.901855
	Iteration 1F: 3 clusters Score -369155.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -369324.218750 Penalty: 3987.901855
	Iteration 2F: 3 clusters Score -369324.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -369428.250000 Penalty: 3987.901855
	Iteration 3Q: 3 clusters Score -369428.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -369504.656250 Penalty: 3987.901855
	Iteration 4Q: 3 clusters Score -369504.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -369572.406250 Penalty: 3987.901855
	Iteration 5Q: 3 clusters Score -369572.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -369643.718750 Penalty: 3987.901855
	Iteration 6Q: 3 clusters Score -369643.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369707.781250 Penalty: 3987.901855
	Iteration 7Q: 3 clusters Score -369707.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -369758.031250 Penalty: 3987.901855
	Iteration 8Q: 3 clusters Score -369758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -369801.718750 Penalty: 3987.901855
	Iteration 9Q: 3 clusters Score -369801.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369848.093750 Penalty: 3987.901855
	Iteration 10Q: 3 clusters Score -369848.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -369896.187500 Penalty: 3987.901855
	Iteration 11Q: 3 clusters Score -369896.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -369958.531250 Penalty: 3987.901855
	Iteration 12Q: 3 clusters Score -369958.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -370012.437500 Penalty: 3987.901855
	Iteration 13Q: 3 clusters Score -370012.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -370073.000000 Penalty: 3987.901855
	Iteration 14Q: 3 clusters Score -370073 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -370167.875000 Penalty: 3987.901855
	Iteration 15Q: 3 clusters Score -370167.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -370247.562500 Penalty: 3987.901855
	Iteration 16Q: 3 clusters Score -370247.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -370315.281250 Penalty: 3987.901855
	Iteration 17Q: 3 clusters Score -370315.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -370366.031250 Penalty: 3987.901855
	Iteration 18Q: 3 clusters Score -370366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -370432.812500 Penalty: 3987.901855
	Iteration 19Q: 3 clusters Score -370432.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -370510.000000 Penalty: 3987.901855
	Iteration 20F: 3 clusters Score -370510 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -370613.156250 Penalty: 3987.901855
	Iteration 21Q: 3 clusters Score -370613.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -370731.781250 Penalty: 3987.901855
	Iteration 22Q: 3 clusters Score -370731.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -370822.000000 Penalty: 3987.901855
	Iteration 23Q: 3 clusters Score -370822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -370868.125000 Penalty: 3987.901855
	Iteration 24Q: 3 clusters Score -370868.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -370891.531250 Penalty: 3987.901855
	Iteration 25Q: 3 clusters Score -370891.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -370907.718750 Penalty: 3987.901855
	Iteration 26Q: 3 clusters Score -370907.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -370914.281250 Penalty: 3987.901855
	Iteration 27Q: 3 clusters Score -370914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -370915.343750 Penalty: 3987.901855
	Iteration 28Q: 3 clusters Score -370915.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370915.343750 Penalty: 3987.901855
	Iteration 29Q: 3 clusters Score -370915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -370917.437500 Penalty: 3987.901855
	Iteration 30Q: 3 clusters Score -370917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -370917.718750 Penalty: 3987.901855
	Iteration 31Q: 3 clusters Score -370917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -370917.718750 Penalty: 3987.901855
	Iteration 32F: 3 clusters Score -370917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -779871.500000 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -779871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -774254.187500 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -774254.2 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -775757.250000 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -775757.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -776100.500000 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -776100.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -776409.687500 Penalty: 4371.391602
	Iteration 3F: 3 clusters Score -776409.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -776639.375000 Penalty: 4371.391602
	Iteration 4F: 3 clusters Score -776639.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -776795.312500 Penalty: 4371.391602
	Iteration 5Q: 3 clusters Score -776795.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -776955.125000 Penalty: 4371.391602
	Iteration 6Q: 3 clusters Score -776955.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -777094.687500 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -777094.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -777237.000000 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -777237 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -777369.562500 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -777369.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -777510.062500 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -777510.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -777622.500000 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -777622.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -777713.812500 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -777713.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -777782.500000 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -777782.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -777839.500000 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -777839.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -777888.000000 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -777888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -777946.187500 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -777946.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -778005.437500 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -778005.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -778066.000000 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -778066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -778118.687500 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -778118.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -778153.500000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -778153.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -778185.812500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -778185.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -778212.250000 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -778212.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -778240.062500 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -778240.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -778259.937500 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -778259.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -778281.187500 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -778281.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -778297.000000 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -778297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -778308.000000 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -778308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -778319.500000 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -778319.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -778326.500000 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -778326.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -778334.437500 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -778334.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -778345.687500 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -778345.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -778356.562500 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -778356.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -778366.312500 Penalty: 4371.391602
	Iteration 33Q: 3 clusters Score -778366.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -778380.375000 Penalty: 4371.391602
	Iteration 34Q: 3 clusters Score -778380.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -778402.625000 Penalty: 4371.391602
	Iteration 35Q: 3 clusters Score -778402.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -778416.375000 Penalty: 4371.391602
	Iteration 36Q: 3 clusters Score -778416.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -778431.375000 Penalty: 4371.391602
	Iteration 37Q: 3 clusters Score -778431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -778442.500000 Penalty: 4371.391602
	Iteration 38Q: 3 clusters Score -778442.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -778448.937500 Penalty: 4371.391602
	Iteration 39Q: 3 clusters Score -778448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -778453.750000 Penalty: 4371.391602
	Iteration 40F: 3 clusters Score -778453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -778460.250000 Penalty: 4371.391602
	Iteration 41Q: 3 clusters Score -778460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -778460.062500 Penalty: 4371.391602
	Iteration 42Q: 3 clusters Score -778460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -778463.500000 Penalty: 4371.391602
	Iteration 43Q: 3 clusters Score -778463.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -778468.562500 Penalty: 4371.391602
	Iteration 44Q: 3 clusters Score -778468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -778476.125000 Penalty: 4371.391602
	Iteration 45Q: 3 clusters Score -778476.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -778485.500000 Penalty: 4371.391602
	Iteration 46Q: 3 clusters Score -778485.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -778492.125000 Penalty: 4371.391602
	Iteration 47Q: 3 clusters Score -778492.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -778496.625000 Penalty: 4371.391602
	Iteration 48Q: 3 clusters Score -778496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -778503.125000 Penalty: 4371.391602
	Iteration 49Q: 3 clusters Score -778503.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -778510.562500 Penalty: 4371.391602
	Iteration 50Q: 3 clusters Score -778510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -778519.625000 Penalty: 4371.391602
	Iteration 51Q: 3 clusters Score -778519.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -778522.562500 Penalty: 4371.391602
	Iteration 52Q: 3 clusters Score -778522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -778524.125000 Penalty: 4371.391602
	Iteration 53Q: 3 clusters Score -778524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -778525.437500 Penalty: 4371.391602
	Iteration 54Q: 3 clusters Score -778525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -778525.437500 Penalty: 4371.391602
	Iteration 55F: 3 clusters Score -778525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161884 members 
Entering Unmasked Estep 
Score: -20125026.000000 Penalty: 2974.669678
	Iteration 0F: 2 clusters Score -2.012503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -20017768.000000 Penalty: 5949.339355
	Iteration 0F: 3 clusters Score -2.001777e+07 nChanged 77493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -20063614.000000 Penalty: 5949.339355
	Iteration 1F: 3 clusters Score -2.006361e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -20064964.000000 Penalty: 5949.339355
	Iteration 2Q: 3 clusters Score -2.006496e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -20066630.000000 Penalty: 5949.339355
	Iteration 3Q: 3 clusters Score -2.006663e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -20069100.000000 Penalty: 5949.339355
	Iteration 4Q: 3 clusters Score -2.00691e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 84430 members 
Entering Unmasked Estep 
Score: -20072864.000000 Penalty: 5949.339355
	Iteration 5Q: 3 clusters Score -2.007286e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -20078114.000000 Penalty: 5949.339355
	Iteration 6F: 3 clusters Score -2.007811e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -20086294.000000 Penalty: 5949.339355
	Iteration 7F: 3 clusters Score -2.008629e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 96850 members 
Entering Unmasked Estep 
Score: -20095698.000000 Penalty: 5949.339355
	Iteration 8F: 3 clusters Score -2.00957e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 101509 members 
Entering Unmasked Estep 
Score: -20103920.000000 Penalty: 5949.339355
	Iteration 9F: 3 clusters Score -2.010392e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -20107762.000000 Penalty: 5949.339355
	Iteration 10Q: 3 clusters Score -2.010776e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -20109406.000000 Penalty: 5949.339355
	Iteration 11Q: 3 clusters Score -2.010941e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 109991 members 
Entering Unmasked Estep 
Score: -20110414.000000 Penalty: 5949.339355
	Iteration 12Q: 3 clusters Score -2.011041e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -20111068.000000 Penalty: 5949.339355
	Iteration 13Q: 3 clusters Score -2.011107e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -20111968.000000 Penalty: 5949.339355
	Iteration 14Q: 3 clusters Score -2.011197e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -20112742.000000 Penalty: 5949.339355
	Iteration 15Q: 3 clusters Score -2.011274e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 119308 members 
Entering Unmasked Estep 
Score: -20113370.000000 Penalty: 5949.339355
	Iteration 16Q: 3 clusters Score -2.011337e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 121676 members 
Entering Unmasked Estep 
Score: -20114058.000000 Penalty: 5949.339355
	Iteration 17Q: 3 clusters Score -2.011406e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -20114754.000000 Penalty: 5949.339355
	Iteration 18Q: 3 clusters Score -2.011475e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -20115500.000000 Penalty: 5949.339355
	Iteration 19Q: 3 clusters Score -2.01155e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -20116162.000000 Penalty: 5949.339355
	Iteration 20F: 3 clusters Score -2.011616e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 131050 members 
Entering Unmasked Estep 
Score: -20116790.000000 Penalty: 5949.339355
	Iteration 21Q: 3 clusters Score -2.011679e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 133260 members 
Entering Unmasked Estep 
Score: -20117450.000000 Penalty: 5949.339355
	Iteration 22Q: 3 clusters Score -2.011745e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -20117942.000000 Penalty: 5949.339355
	Iteration 23Q: 3 clusters Score -2.011794e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -20118490.000000 Penalty: 5949.339355
	Iteration 24Q: 3 clusters Score -2.011849e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 139259 members 
Entering Unmasked Estep 
Score: -20119112.000000 Penalty: 5949.339355
	Iteration 25Q: 3 clusters Score -2.011911e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -20119704.000000 Penalty: 5949.339355
	Iteration 26Q: 3 clusters Score -2.01197e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -20120188.000000 Penalty: 5949.339355
	Iteration 27Q: 3 clusters Score -2.012019e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 144409 members 
Entering Unmasked Estep 
Score: -20120626.000000 Penalty: 5949.339355
	Iteration 28Q: 3 clusters Score -2.012063e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -20121192.000000 Penalty: 5949.339355
	Iteration 29Q: 3 clusters Score -2.012119e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 147369 members 
Entering Unmasked Estep 
Score: -20121618.000000 Penalty: 5949.339355
	Iteration 30Q: 3 clusters Score -2.012162e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 148736 members 
Entering Unmasked Estep 
Score: -20121976.000000 Penalty: 5949.339355
	Iteration 31Q: 3 clusters Score -2.012198e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 149989 members 
Entering Unmasked Estep 
Score: -20122314.000000 Penalty: 5949.339355
	Iteration 32Q: 3 clusters Score -2.012231e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 151073 members 
Entering Unmasked Estep 
Score: -20122550.000000 Penalty: 5949.339355
	Iteration 33Q: 3 clusters Score -2.012255e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 152002 members 
Entering Unmasked Estep 
Score: -20122658.000000 Penalty: 5949.339355
	Iteration 34Q: 3 clusters Score -2.012266e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 152792 members 
Entering Unmasked Estep 
Score: -20122762.000000 Penalty: 5949.339355
	Iteration 35Q: 3 clusters Score -2.012276e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -20122924.000000 Penalty: 5949.339355
	Iteration 36Q: 3 clusters Score -2.012292e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -20123014.000000 Penalty: 5949.339355
	Iteration 37Q: 3 clusters Score -2.012301e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -20123004.000000 Penalty: 5949.339355
	Iteration 38Q: 3 clusters Score -2.0123e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -20123134.000000 Penalty: 5949.339355
	Iteration 39Q: 3 clusters Score -2.012313e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 155610 members 
Entering Unmasked Estep 
Score: -20123146.000000 Penalty: 5949.339355
	Iteration 40F: 3 clusters Score -2.012315e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 156016 members 
Entering Unmasked Estep 
Score: -20123216.000000 Penalty: 5949.339355
	Iteration 41Q: 3 clusters Score -2.012322e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 156332 members 
Entering Unmasked Estep 
Score: -20123294.000000 Penalty: 5949.339355
	Iteration 42Q: 3 clusters Score -2.012329e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 156617 members 
Entering Unmasked Estep 
Score: -20123314.000000 Penalty: 5949.339355
	Iteration 43Q: 3 clusters Score -2.012331e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -20123330.000000 Penalty: 5949.339355
	Iteration 44Q: 3 clusters Score -2.012333e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -20123302.000000 Penalty: 5949.339355
	Iteration 45Q: 3 clusters Score -2.01233e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -20123332.000000 Penalty: 5949.339355
	Iteration 46Q: 3 clusters Score -2.012333e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -20123396.000000 Penalty: 5949.339355
	Iteration 47Q: 3 clusters Score -2.01234e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -20123436.000000 Penalty: 5949.339355
	Iteration 48Q: 3 clusters Score -2.012344e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -20123444.000000 Penalty: 5949.339355
	Iteration 49Q: 3 clusters Score -2.012344e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 157844 members 
Entering Unmasked Estep 
Score: -20123490.000000 Penalty: 5949.339355
	Iteration 50Q: 3 clusters Score -2.012349e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -20123488.000000 Penalty: 5949.339355
	Iteration 51Q: 3 clusters Score -2.012349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 157999 members 
Entering Unmasked Estep 
Score: -20123498.000000 Penalty: 5949.339355
	Iteration 52Q: 3 clusters Score -2.01235e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -20123466.000000 Penalty: 5949.339355
	Iteration 53Q: 3 clusters Score -2.012347e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 158149 members 
Entering Unmasked Estep 
Score: -20123520.000000 Penalty: 5949.339355
	Iteration 54Q: 3 clusters Score -2.012352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -20123510.000000 Penalty: 5949.339355
	Iteration 55Q: 3 clusters Score -2.012351e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 158303 members 
Entering Unmasked Estep 
Score: -20123536.000000 Penalty: 5949.339355
	Iteration 56Q: 3 clusters Score -2.012354e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -20123540.000000 Penalty: 5949.339355
	Iteration 57Q: 3 clusters Score -2.012354e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -20123536.000000 Penalty: 5949.339355
	Iteration 58Q: 3 clusters Score -2.012354e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -20123562.000000 Penalty: 5949.339355
	Iteration 59Q: 3 clusters Score -2.012356e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 158559 members 
Entering Unmasked Estep 
Score: -20123544.000000 Penalty: 5949.339355
	Iteration 60F: 3 clusters Score -2.012354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -20123536.000000 Penalty: 5949.339355
	Iteration 61Q: 3 clusters Score -2.012354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -20123530.000000 Penalty: 5949.339355
	Iteration 62Q: 3 clusters Score -2.012353e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -20123542.000000 Penalty: 5949.339355
	Iteration 63Q: 3 clusters Score -2.012354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -20123546.000000 Penalty: 5949.339355
	Iteration 64Q: 3 clusters Score -2.012355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -20123560.000000 Penalty: 5949.339355
	Iteration 65Q: 3 clusters Score -2.012356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 158747 members 
Entering Unmasked Estep 
Score: -20123552.000000 Penalty: 5949.339355
	Iteration 66Q: 3 clusters Score -2.012355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 158765 members 
Entering Unmasked Estep 
Score: -20123570.000000 Penalty: 5949.339355
	Iteration 67Q: 3 clusters Score -2.012357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -20123582.000000 Penalty: 5949.339355
	Iteration 68Q: 3 clusters Score -2.012358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 158802 members 
Entering Unmasked Estep 
Score: -20123604.000000 Penalty: 5949.339355
	Iteration 69Q: 3 clusters Score -2.01236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 158818 members 
Entering Unmasked Estep 
Score: -20123604.000000 Penalty: 5949.339355
	Iteration 70Q: 3 clusters Score -2.01236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 158838 members 
Entering Unmasked Estep 
Score: -20123590.000000 Penalty: 5949.339355
	Iteration 71Q: 3 clusters Score -2.012359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -20123572.000000 Penalty: 5949.339355
	Iteration 72Q: 3 clusters Score -2.012357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -20123568.000000 Penalty: 5949.339355
	Iteration 73Q: 3 clusters Score -2.012357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -20123556.000000 Penalty: 5949.339355
	Iteration 74Q: 3 clusters Score -2.012356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 158891 members 
Entering Unmasked Estep 
Score: -20123578.000000 Penalty: 5949.339355
	Iteration 75Q: 3 clusters Score -2.012358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -20123564.000000 Penalty: 5949.339355
	Iteration 76Q: 3 clusters Score -2.012356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -20123562.000000 Penalty: 5949.339355
	Iteration 77Q: 3 clusters Score -2.012356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -20123566.000000 Penalty: 5949.339355
	Iteration 78Q: 3 clusters Score -2.012357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 158919 members 
Entering Unmasked Estep 
Score: -20123548.000000 Penalty: 5949.339355
	Iteration 79Q: 3 clusters Score -2.012355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 158927 members 
Entering Unmasked Estep 
Score: -20123554.000000 Penalty: 5949.339355
	Iteration 80F: 3 clusters Score -2.012355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -20123562.000000 Penalty: 5949.339355
	Iteration 81Q: 3 clusters Score -2.012356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -20123568.000000 Penalty: 5949.339355
	Iteration 82Q: 3 clusters Score -2.012357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -20123556.000000 Penalty: 5949.339355
	Iteration 83Q: 3 clusters Score -2.012356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -20123552.000000 Penalty: 5949.339355
	Iteration 84Q: 3 clusters Score -2.012355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 158961 members 
Entering Unmasked Estep 
Score: -20123572.000000 Penalty: 5949.339355
	Iteration 85Q: 3 clusters Score -2.012357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -20123558.000000 Penalty: 5949.339355
	Iteration 86Q: 3 clusters Score -2.012356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -20123552.000000 Penalty: 5949.339355
	Iteration 87Q: 3 clusters Score -2.012355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 158964 members 
Entering Unmasked Estep 
Score: -20123552.000000 Penalty: 5949.339355
	Iteration 88F: 3 clusters Score -2.012355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187400 members 
Entering Unmasked Estep 
Score: -22994434.000000 Penalty: 3010.968262
	Iteration 0F: 2 clusters Score -2.299443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -22871088.000000 Penalty: 6021.936523
	Iteration 0F: 3 clusters Score -2.287109e+07 nChanged 89987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -22924162.000000 Penalty: 6021.936523
	Iteration 1F: 3 clusters Score -2.292416e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -22925140.000000 Penalty: 6021.936523
	Iteration 2Q: 3 clusters Score -2.292514e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -22926584.000000 Penalty: 6021.936523
	Iteration 3Q: 3 clusters Score -2.292658e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110801 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -22929138.000000 Penalty: 6021.936523
	Iteration 4Q: 3 clusters Score -2.292914e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119517 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -22933756.000000 Penalty: 6021.936523
	Iteration 5Q: 3 clusters Score -2.293376e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131699 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -22942524.000000 Penalty: 6021.936523
	Iteration 6F: 3 clusters Score -2.294252e+07 nChanged 15116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -22955580.000000 Penalty: 6021.936523
	Iteration 7F: 3 clusters Score -2.295558e+07 nChanged 15425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162174 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -22969978.000000 Penalty: 6021.936523
	Iteration 8F: 3 clusters Score -2.296998e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174579 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -22981348.000000 Penalty: 6021.936523
	Iteration 9F: 3 clusters Score -2.298135e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181960 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -22987682.000000 Penalty: 6021.936523
	Iteration 10Q: 3 clusters Score -2.298768e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185282 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -22990258.000000 Penalty: 6021.936523
	Iteration 11Q: 3 clusters Score -2.299026e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186489 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22991170.000000 Penalty: 6021.936523
	Iteration 12Q: 3 clusters Score -2.299117e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186865 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22991480.000000 Penalty: 6021.936523
	Iteration 13Q: 3 clusters Score -2.299148e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187005 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22991604.000000 Penalty: 6021.936523
	Iteration 14Q: 3 clusters Score -2.29916e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187062 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22991726.000000 Penalty: 6021.936523
	Iteration 15Q: 3 clusters Score -2.299173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22991788.000000 Penalty: 6021.936523
	Iteration 16Q: 3 clusters Score -2.299179e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187110 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22991824.000000 Penalty: 6021.936523
	Iteration 17Q: 3 clusters Score -2.299182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187123 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22991844.000000 Penalty: 6021.936523
	Iteration 18Q: 3 clusters Score -2.299184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22991854.000000 Penalty: 6021.936523
	Iteration 19Q: 3 clusters Score -2.299185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187131 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22991854.000000 Penalty: 6021.936523
	Iteration 20F: 3 clusters Score -2.299185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22991852.000000 Penalty: 6021.936523
	Iteration 21Q: 3 clusters Score -2.299185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22991852.000000 Penalty: 6021.936523
	Iteration 22Q: 3 clusters Score -2.299185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22991856.000000 Penalty: 6021.936523
	Iteration 23Q: 3 clusters Score -2.299186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22991856.000000 Penalty: 6021.936523
	Iteration 24F: 3 clusters Score -2.299186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Entering Unmasked Estep 
Score: -702041.500000 Penalty: 2137.742676
	Iteration 0F: 2 clusters Score -702041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -697241.312500 Penalty: 4275.485352
	Iteration 0F: 3 clusters Score -697241.3 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -698327.812500 Penalty: 4275.485352
	Iteration 1F: 3 clusters Score -698327.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -698547.375000 Penalty: 4275.485352
	Iteration 2F: 3 clusters Score -698547.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -698672.687500 Penalty: 4275.485352
	Iteration 3Q: 3 clusters Score -698672.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -698762.875000 Penalty: 4275.485352
	Iteration 4Q: 3 clusters Score -698762.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -698813.375000 Penalty: 4275.485352
	Iteration 5Q: 3 clusters Score -698813.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -698858.937500 Penalty: 4275.485352
	Iteration 6Q: 3 clusters Score -698858.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -698900.250000 Penalty: 4275.485352
	Iteration 7Q: 3 clusters Score -698900.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -698933.812500 Penalty: 4275.485352
	Iteration 8Q: 3 clusters Score -698933.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -698956.437500 Penalty: 4275.485352
	Iteration 9Q: 3 clusters Score -698956.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -698976.312500 Penalty: 4275.485352
	Iteration 10Q: 3 clusters Score -698976.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -698997.250000 Penalty: 4275.485352
	Iteration 11Q: 3 clusters Score -698997.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -699020.437500 Penalty: 4275.485352
	Iteration 12Q: 3 clusters Score -699020.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -699038.375000 Penalty: 4275.485352
	Iteration 13Q: 3 clusters Score -699038.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -699059.250000 Penalty: 4275.485352
	Iteration 14Q: 3 clusters Score -699059.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -699081.375000 Penalty: 4275.485352
	Iteration 15Q: 3 clusters Score -699081.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -699104.500000 Penalty: 4275.485352
	Iteration 16Q: 3 clusters Score -699104.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -699127.125000 Penalty: 4275.485352
	Iteration 17Q: 3 clusters Score -699127.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -699150.062500 Penalty: 4275.485352
	Iteration 18Q: 3 clusters Score -699150.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -699172.937500 Penalty: 4275.485352
	Iteration 19Q: 3 clusters Score -699172.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -699200.437500 Penalty: 4275.485352
	Iteration 20F: 3 clusters Score -699200.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -699229.250000 Penalty: 4275.485352
	Iteration 21Q: 3 clusters Score -699229.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -699261.687500 Penalty: 4275.485352
	Iteration 22Q: 3 clusters Score -699261.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -699294.875000 Penalty: 4275.485352
	Iteration 23Q: 3 clusters Score -699294.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -699337.437500 Penalty: 4275.485352
	Iteration 24Q: 3 clusters Score -699337.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -699370.625000 Penalty: 4275.485352
	Iteration 25Q: 3 clusters Score -699370.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -699402.000000 Penalty: 4275.485352
	Iteration 26Q: 3 clusters Score -699402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -699440.875000 Penalty: 4275.485352
	Iteration 27Q: 3 clusters Score -699440.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -699492.875000 Penalty: 4275.485352
	Iteration 28Q: 3 clusters Score -699492.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -699548.812500 Penalty: 4275.485352
	Iteration 29Q: 3 clusters Score -699548.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -699600.125000 Penalty: 4275.485352
	Iteration 30Q: 3 clusters Score -699600.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -699659.562500 Penalty: 4275.485352
	Iteration 31Q: 3 clusters Score -699659.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -699724.687500 Penalty: 4275.485352
	Iteration 32Q: 3 clusters Score -699724.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -699781.875000 Penalty: 4275.485352
	Iteration 33Q: 3 clusters Score -699781.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -699824.250000 Penalty: 4275.485352
	Iteration 34Q: 3 clusters Score -699824.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -699862.312500 Penalty: 4275.485352
	Iteration 35Q: 3 clusters Score -699862.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -699898.000000 Penalty: 4275.485352
	Iteration 36Q: 3 clusters Score -699898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -699932.500000 Penalty: 4275.485352
	Iteration 37Q: 3 clusters Score -699932.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -699963.187500 Penalty: 4275.485352
	Iteration 38Q: 3 clusters Score -699963.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -699988.750000 Penalty: 4275.485352
	Iteration 39Q: 3 clusters Score -699988.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -700015.750000 Penalty: 4275.485352
	Iteration 40F: 3 clusters Score -700015.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -700039.500000 Penalty: 4275.485352
	Iteration 41Q: 3 clusters Score -700039.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -700058.750000 Penalty: 4275.485352
	Iteration 42Q: 3 clusters Score -700058.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -700083.812500 Penalty: 4275.485352
	Iteration 43Q: 3 clusters Score -700083.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -700111.750000 Penalty: 4275.485352
	Iteration 44Q: 3 clusters Score -700111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -700130.000000 Penalty: 4275.485352
	Iteration 45Q: 3 clusters Score -700130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -700149.187500 Penalty: 4275.485352
	Iteration 46Q: 3 clusters Score -700149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -700158.750000 Penalty: 4275.485352
	Iteration 47Q: 3 clusters Score -700158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -700163.625000 Penalty: 4275.485352
	Iteration 48Q: 3 clusters Score -700163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -700167.812500 Penalty: 4275.485352
	Iteration 49Q: 3 clusters Score -700167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -700170.562500 Penalty: 4275.485352
	Iteration 50Q: 3 clusters Score -700170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -700172.625000 Penalty: 4275.485352
	Iteration 51Q: 3 clusters Score -700172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -700173.687500 Penalty: 4275.485352
	Iteration 52Q: 3 clusters Score -700173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -700174.812500 Penalty: 4275.485352
	Iteration 53Q: 3 clusters Score -700174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -700177.250000 Penalty: 4275.485352
	Iteration 54Q: 3 clusters Score -700177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -700179.625000 Penalty: 4275.485352
	Iteration 55Q: 3 clusters Score -700179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -700182.625000 Penalty: 4275.485352
	Iteration 56Q: 3 clusters Score -700182.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -700185.187500 Penalty: 4275.485352
	Iteration 57Q: 3 clusters Score -700185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -700186.062500 Penalty: 4275.485352
	Iteration 58Q: 3 clusters Score -700186.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -700187.000000 Penalty: 4275.485352
	Iteration 59Q: 3 clusters Score -700187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -700188.062500 Penalty: 4275.485352
	Iteration 60F: 3 clusters Score -700188.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Entering Unmasked Estep 
Score: -7246906.500000 Penalty: 2721.596680
	Iteration 0F: 2 clusters Score -7246906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -7207698.500000 Penalty: 5443.193359
	Iteration 0F: 3 clusters Score -7207698 nChanged 27112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -7222866.000000 Penalty: 5443.193359
	Iteration 1F: 3 clusters Score -7222866 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -7223484.500000 Penalty: 5443.193359
	Iteration 2Q: 3 clusters Score -7223484 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -7224317.000000 Penalty: 5443.193359
	Iteration 3Q: 3 clusters Score -7224317 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -7225345.000000 Penalty: 5443.193359
	Iteration 4Q: 3 clusters Score -7225345 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -7226952.000000 Penalty: 5443.193359
	Iteration 5F: 3 clusters Score -7226952 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7229409.500000 Penalty: 5443.193359
	Iteration 6F: 3 clusters Score -7229410 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -7232582.500000 Penalty: 5443.193359
	Iteration 7F: 3 clusters Score -7232582 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -7236411.500000 Penalty: 5443.193359
	Iteration 8F: 3 clusters Score -7236412 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -7239866.000000 Penalty: 5443.193359
	Iteration 9F: 3 clusters Score -7239866 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -7241843.500000 Penalty: 5443.193359
	Iteration 10Q: 3 clusters Score -7241844 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -7242777.500000 Penalty: 5443.193359
	Iteration 11Q: 3 clusters Score -7242778 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -7243214.500000 Penalty: 5443.193359
	Iteration 12Q: 3 clusters Score -7243214 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -7243485.500000 Penalty: 5443.193359
	Iteration 13Q: 3 clusters Score -7243486 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7243680.000000 Penalty: 5443.193359
	Iteration 14Q: 3 clusters Score -7243680 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -7243800.000000 Penalty: 5443.193359
	Iteration 15Q: 3 clusters Score -7243800 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -7243899.000000 Penalty: 5443.193359
	Iteration 16Q: 3 clusters Score -7243899 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -7243981.500000 Penalty: 5443.193359
	Iteration 17Q: 3 clusters Score -7243982 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -7244068.000000 Penalty: 5443.193359
	Iteration 18Q: 3 clusters Score -7244068 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -7244130.500000 Penalty: 5443.193359
	Iteration 19Q: 3 clusters Score -7244130 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -7244235.000000 Penalty: 5443.193359
	Iteration 20F: 3 clusters Score -7244235 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -7244306.000000 Penalty: 5443.193359
	Iteration 21Q: 3 clusters Score -7244306 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -7244382.000000 Penalty: 5443.193359
	Iteration 22Q: 3 clusters Score -7244382 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -7244434.500000 Penalty: 5443.193359
	Iteration 23Q: 3 clusters Score -7244434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -7244491.000000 Penalty: 5443.193359
	Iteration 24Q: 3 clusters Score -7244491 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -7244520.500000 Penalty: 5443.193359
	Iteration 25Q: 3 clusters Score -7244520 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -7244552.500000 Penalty: 5443.193359
	Iteration 26Q: 3 clusters Score -7244552 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -7244562.500000 Penalty: 5443.193359
	Iteration 27Q: 3 clusters Score -7244562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7244567.000000 Penalty: 5443.193359
	Iteration 28Q: 3 clusters Score -7244567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -7244605.000000 Penalty: 5443.193359
	Iteration 29Q: 3 clusters Score -7244605 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -7244630.000000 Penalty: 5443.193359
	Iteration 30Q: 3 clusters Score -7244630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -7244672.000000 Penalty: 5443.193359
	Iteration 31Q: 3 clusters Score -7244672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -7244657.000000 Penalty: 5443.193359
	Iteration 32Q: 3 clusters Score -7244657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -7244698.500000 Penalty: 5443.193359
	Iteration 33Q: 3 clusters Score -7244698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -7244709.500000 Penalty: 5443.193359
	Iteration 34Q: 3 clusters Score -7244710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -7244705.500000 Penalty: 5443.193359
	Iteration 35Q: 3 clusters Score -7244706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7244720.500000 Penalty: 5443.193359
	Iteration 36Q: 3 clusters Score -7244720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -7244730.000000 Penalty: 5443.193359
	Iteration 37Q: 3 clusters Score -7244730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7244716.500000 Penalty: 5443.193359
	Iteration 38Q: 3 clusters Score -7244716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -7244730.000000 Penalty: 5443.193359
	Iteration 39Q: 3 clusters Score -7244730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -7244740.000000 Penalty: 5443.193359
	Iteration 40F: 3 clusters Score -7244740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -7244737.000000 Penalty: 5443.193359
	Iteration 41Q: 3 clusters Score -7244737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -7244727.500000 Penalty: 5443.193359
	Iteration 42Q: 3 clusters Score -7244728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -7244722.000000 Penalty: 5443.193359
	Iteration 43Q: 3 clusters Score -7244722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7244729.000000 Penalty: 5443.193359
	Iteration 44Q: 3 clusters Score -7244729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -7244728.000000 Penalty: 5443.193359
	Iteration 45Q: 3 clusters Score -7244728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -7244743.500000 Penalty: 5443.193359
	Iteration 46Q: 3 clusters Score -7244744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -7244745.500000 Penalty: 5443.193359
	Iteration 47Q: 3 clusters Score -7244746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -7244760.000000 Penalty: 5443.193359
	Iteration 48Q: 3 clusters Score -7244760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -7244757.000000 Penalty: 5443.193359
	Iteration 49Q: 3 clusters Score -7244757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -7244761.000000 Penalty: 5443.193359
	Iteration 50Q: 3 clusters Score -7244761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -7244762.500000 Penalty: 5443.193359
	Iteration 51Q: 3 clusters Score -7244762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -7244770.000000 Penalty: 5443.193359
	Iteration 52Q: 3 clusters Score -7244770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7244757.000000 Penalty: 5443.193359
	Iteration 53Q: 3 clusters Score -7244757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -7244757.500000 Penalty: 5443.193359
	Iteration 54Q: 3 clusters Score -7244758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7244754.000000 Penalty: 5443.193359
	Iteration 55Q: 3 clusters Score -7244754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -7244751.500000 Penalty: 5443.193359
	Iteration 56Q: 3 clusters Score -7244752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7244754.000000 Penalty: 5443.193359
	Iteration 57Q: 3 clusters Score -7244754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -7244758.500000 Penalty: 5443.193359
	Iteration 58Q: 3 clusters Score -7244758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -7244759.500000 Penalty: 5443.193359
	Iteration 59Q: 3 clusters Score -7244760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -7244762.500000 Penalty: 5443.193359
	Iteration 60F: 3 clusters Score -7244762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -7244764.000000 Penalty: 5443.193359
	Iteration 61Q: 3 clusters Score -7244764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7244764.500000 Penalty: 5443.193359
	Iteration 62Q: 3 clusters Score -7244764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -7244765.000000 Penalty: 5443.193359
	Iteration 63Q: 3 clusters Score -7244765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -7244772.000000 Penalty: 5443.193359
	Iteration 64Q: 3 clusters Score -7244772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -7244772.000000 Penalty: 5443.193359
	Iteration 65Q: 3 clusters Score -7244772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7244767.500000 Penalty: 5443.193359
	Iteration 66Q: 3 clusters Score -7244768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -7244773.500000 Penalty: 5443.193359
	Iteration 67Q: 3 clusters Score -7244774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -7244770.000000 Penalty: 5443.193359
	Iteration 68Q: 3 clusters Score -7244770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7244775.000000 Penalty: 5443.193359
	Iteration 69Q: 3 clusters Score -7244775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7244775.000000 Penalty: 5443.193359
	Iteration 70F: 3 clusters Score -7244775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167375 members 
Entering Unmasked Estep 
Score: -20549392.000000 Penalty: 2982.942139
	Iteration 0F: 2 clusters Score -2.054939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -20439360.000000 Penalty: 5965.884277
	Iteration 0F: 3 clusters Score -2.043936e+07 nChanged 80001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -20485984.000000 Penalty: 5965.884277
	Iteration 1F: 3 clusters Score -2.048598e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -20487044.000000 Penalty: 5965.884277
	Iteration 2Q: 3 clusters Score -2.048704e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84488 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -20488530.000000 Penalty: 5965.884277
	Iteration 3Q: 3 clusters Score -2.048853e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -20490402.000000 Penalty: 5965.884277
	Iteration 4Q: 3 clusters Score -2.04904e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -20492984.000000 Penalty: 5965.884277
	Iteration 5Q: 3 clusters Score -2.049298e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -20496300.000000 Penalty: 5965.884277
	Iteration 6Q: 3 clusters Score -2.04963e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -20500738.000000 Penalty: 5965.884277
	Iteration 7F: 3 clusters Score -2.050074e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -20506906.000000 Penalty: 5965.884277
	Iteration 8F: 3 clusters Score -2.050691e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99532 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -20514214.000000 Penalty: 5965.884277
	Iteration 9F: 3 clusters Score -2.051421e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -20521950.000000 Penalty: 5965.884277
	Iteration 10F: 3 clusters Score -2.052195e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109032 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -20527762.000000 Penalty: 5965.884277
	Iteration 11F: 3 clusters Score -2.052776e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112823 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -20530832.000000 Penalty: 5965.884277
	Iteration 12Q: 3 clusters Score -2.053083e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -20532700.000000 Penalty: 5965.884277
	Iteration 13Q: 3 clusters Score -2.05327e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -20533980.000000 Penalty: 5965.884277
	Iteration 14Q: 3 clusters Score -2.053398e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122619 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -20535258.000000 Penalty: 5965.884277
	Iteration 15Q: 3 clusters Score -2.053526e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -20536568.000000 Penalty: 5965.884277
	Iteration 16Q: 3 clusters Score -2.053657e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -20537902.000000 Penalty: 5965.884277
	Iteration 17Q: 3 clusters Score -2.05379e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131695 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -20539116.000000 Penalty: 5965.884277
	Iteration 18Q: 3 clusters Score -2.053912e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134396 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -20540094.000000 Penalty: 5965.884277
	Iteration 19Q: 3 clusters Score -2.054009e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136961 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -20541078.000000 Penalty: 5965.884277
	Iteration 20F: 3 clusters Score -2.054108e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139381 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -20541990.000000 Penalty: 5965.884277
	Iteration 21Q: 3 clusters Score -2.054199e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -20542868.000000 Penalty: 5965.884277
	Iteration 22Q: 3 clusters Score -2.054287e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -20543648.000000 Penalty: 5965.884277
	Iteration 23Q: 3 clusters Score -2.054365e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -20544320.000000 Penalty: 5965.884277
	Iteration 24Q: 3 clusters Score -2.054432e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -20545028.000000 Penalty: 5965.884277
	Iteration 25Q: 3 clusters Score -2.054503e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -20545476.000000 Penalty: 5965.884277
	Iteration 26Q: 3 clusters Score -2.054548e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151214 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -20546048.000000 Penalty: 5965.884277
	Iteration 27Q: 3 clusters Score -2.054605e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -20546470.000000 Penalty: 5965.884277
	Iteration 28Q: 3 clusters Score -2.054647e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154075 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -20546892.000000 Penalty: 5965.884277
	Iteration 29Q: 3 clusters Score -2.054689e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -20547128.000000 Penalty: 5965.884277
	Iteration 30Q: 3 clusters Score -2.054713e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -20547376.000000 Penalty: 5965.884277
	Iteration 31Q: 3 clusters Score -2.054738e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -20547434.000000 Penalty: 5965.884277
	Iteration 32Q: 3 clusters Score -2.054743e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -20547616.000000 Penalty: 5965.884277
	Iteration 33Q: 3 clusters Score -2.054762e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158769 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -20547806.000000 Penalty: 5965.884277
	Iteration 34Q: 3 clusters Score -2.054781e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -20547948.000000 Penalty: 5965.884277
	Iteration 35Q: 3 clusters Score -2.054795e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -20548062.000000 Penalty: 5965.884277
	Iteration 36Q: 3 clusters Score -2.054806e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -20548110.000000 Penalty: 5965.884277
	Iteration 37Q: 3 clusters Score -2.054811e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -20548190.000000 Penalty: 5965.884277
	Iteration 38Q: 3 clusters Score -2.054819e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -20548262.000000 Penalty: 5965.884277
	Iteration 39Q: 3 clusters Score -2.054826e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161792 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -20548258.000000 Penalty: 5965.884277
	Iteration 40F: 3 clusters Score -2.054826e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -20548290.000000 Penalty: 5965.884277
	Iteration 41Q: 3 clusters Score -2.054829e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -20548390.000000 Penalty: 5965.884277
	Iteration 42Q: 3 clusters Score -2.054839e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162567 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -20548380.000000 Penalty: 5965.884277
	Iteration 43Q: 3 clusters Score -2.054838e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162755 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -20548396.000000 Penalty: 5965.884277
	Iteration 44Q: 3 clusters Score -2.05484e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -20548406.000000 Penalty: 5965.884277
	Iteration 45Q: 3 clusters Score -2.054841e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163019 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -20548424.000000 Penalty: 5965.884277
	Iteration 46Q: 3 clusters Score -2.054842e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163123 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -20548440.000000 Penalty: 5965.884277
	Iteration 47Q: 3 clusters Score -2.054844e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163203 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -20548408.000000 Penalty: 5965.884277
	Iteration 48Q: 3 clusters Score -2.054841e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163264 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -20548408.000000 Penalty: 5965.884277
	Iteration 49Q: 3 clusters Score -2.054841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163320 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -20548400.000000 Penalty: 5965.884277
	Iteration 50Q: 3 clusters Score -2.05484e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -20548440.000000 Penalty: 5965.884277
	Iteration 51Q: 3 clusters Score -2.054844e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -20548436.000000 Penalty: 5965.884277
	Iteration 52Q: 3 clusters Score -2.054844e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -20548434.000000 Penalty: 5965.884277
	Iteration 53Q: 3 clusters Score -2.054843e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -20548434.000000 Penalty: 5965.884277
	Iteration 54Q: 3 clusters Score -2.054843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -20548424.000000 Penalty: 5965.884277
	Iteration 55Q: 3 clusters Score -2.054842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -20548430.000000 Penalty: 5965.884277
	Iteration 56Q: 3 clusters Score -2.054843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -20548446.000000 Penalty: 5965.884277
	Iteration 57Q: 3 clusters Score -2.054845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -20548436.000000 Penalty: 5965.884277
	Iteration 58Q: 3 clusters Score -2.054844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20548432.000000 Penalty: 5965.884277
	Iteration 59Q: 3 clusters Score -2.054843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -20548434.000000 Penalty: 5965.884277
	Iteration 60F: 3 clusters Score -2.054843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -20548442.000000 Penalty: 5965.884277
	Iteration 61Q: 3 clusters Score -2.054844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163597 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -20548456.000000 Penalty: 5965.884277
	Iteration 62Q: 3 clusters Score -2.054846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -20548464.000000 Penalty: 5965.884277
	Iteration 63Q: 3 clusters Score -2.054846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -20548448.000000 Penalty: 5965.884277
	Iteration 64Q: 3 clusters Score -2.054845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -20548456.000000 Penalty: 5965.884277
	Iteration 65Q: 3 clusters Score -2.054846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -20548454.000000 Penalty: 5965.884277
	Iteration 66Q: 3 clusters Score -2.054845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -20548456.000000 Penalty: 5965.884277
	Iteration 67Q: 3 clusters Score -2.054846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20548458.000000 Penalty: 5965.884277
	Iteration 68Q: 3 clusters Score -2.054846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -20548472.000000 Penalty: 5965.884277
	Iteration 69Q: 3 clusters Score -2.054847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -20548482.000000 Penalty: 5965.884277
	Iteration 70Q: 3 clusters Score -2.054848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163638 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -20548476.000000 Penalty: 5965.884277
	Iteration 71Q: 3 clusters Score -2.054848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20548474.000000 Penalty: 5965.884277
	Iteration 72Q: 3 clusters Score -2.054847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20548474.000000 Penalty: 5965.884277
	Iteration 73F: 3 clusters Score -2.054847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Entering Unmasked Estep 
Score: -1465201.125000 Penalty: 2330.945801
	Iteration 0F: 2 clusters Score -1465201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1456250.625000 Penalty: 4661.891602
	Iteration 0F: 3 clusters Score -1456251 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1459127.250000 Penalty: 4661.891602
	Iteration 1F: 3 clusters Score -1459127 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1459782.500000 Penalty: 4661.891602
	Iteration 2F: 3 clusters Score -1459782 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1460657.125000 Penalty: 4661.891602
	Iteration 3F: 3 clusters Score -1460657 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1461653.375000 Penalty: 4661.891602
	Iteration 4F: 3 clusters Score -1461653 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1462428.625000 Penalty: 4661.891602
	Iteration 5F: 3 clusters Score -1462429 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1462951.625000 Penalty: 4661.891602
	Iteration 6F: 3 clusters Score -1462952 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1463287.625000 Penalty: 4661.891602
	Iteration 7Q: 3 clusters Score -1463288 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1463499.875000 Penalty: 4661.891602
	Iteration 8Q: 3 clusters Score -1463500 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1463618.500000 Penalty: 4661.891602
	Iteration 9Q: 3 clusters Score -1463618 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1463702.750000 Penalty: 4661.891602
	Iteration 10Q: 3 clusters Score -1463703 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1463752.875000 Penalty: 4661.891602
	Iteration 11Q: 3 clusters Score -1463753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1463794.000000 Penalty: 4661.891602
	Iteration 12Q: 3 clusters Score -1463794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1463823.250000 Penalty: 4661.891602
	Iteration 13Q: 3 clusters Score -1463823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1463853.625000 Penalty: 4661.891602
	Iteration 14Q: 3 clusters Score -1463854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1463886.375000 Penalty: 4661.891602
	Iteration 15Q: 3 clusters Score -1463886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1463918.500000 Penalty: 4661.891602
	Iteration 16Q: 3 clusters Score -1463918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1463940.750000 Penalty: 4661.891602
	Iteration 17Q: 3 clusters Score -1463941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1463953.625000 Penalty: 4661.891602
	Iteration 18Q: 3 clusters Score -1463954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1463964.375000 Penalty: 4661.891602
	Iteration 19Q: 3 clusters Score -1463964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1463970.750000 Penalty: 4661.891602
	Iteration 20F: 3 clusters Score -1463971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1463981.375000 Penalty: 4661.891602
	Iteration 21Q: 3 clusters Score -1463981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1463981.875000 Penalty: 4661.891602
	Iteration 22Q: 3 clusters Score -1463982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1463994.375000 Penalty: 4661.891602
	Iteration 23Q: 3 clusters Score -1463994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1463998.875000 Penalty: 4661.891602
	Iteration 24Q: 3 clusters Score -1463999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1464006.500000 Penalty: 4661.891602
	Iteration 25Q: 3 clusters Score -1464006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1464009.875000 Penalty: 4661.891602
	Iteration 26Q: 3 clusters Score -1464010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1464014.375000 Penalty: 4661.891602
	Iteration 27Q: 3 clusters Score -1464014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1464021.375000 Penalty: 4661.891602
	Iteration 28Q: 3 clusters Score -1464021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1464024.625000 Penalty: 4661.891602
	Iteration 29Q: 3 clusters Score -1464025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1464026.000000 Penalty: 4661.891602
	Iteration 30Q: 3 clusters Score -1464026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1464025.125000 Penalty: 4661.891602
	Iteration 31Q: 3 clusters Score -1464025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1464028.625000 Penalty: 4661.891602
	Iteration 32Q: 3 clusters Score -1464029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1464031.875000 Penalty: 4661.891602
	Iteration 33Q: 3 clusters Score -1464032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1464031.875000 Penalty: 4661.891602
	Iteration 34Q: 3 clusters Score -1464032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1464029.500000 Penalty: 4661.891602
	Iteration 35Q: 3 clusters Score -1464030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1464031.375000 Penalty: 4661.891602
	Iteration 36Q: 3 clusters Score -1464031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1464033.250000 Penalty: 4661.891602
	Iteration 37Q: 3 clusters Score -1464033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1464033.625000 Penalty: 4661.891602
	Iteration 38Q: 3 clusters Score -1464034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1464033.750000 Penalty: 4661.891602
	Iteration 39Q: 3 clusters Score -1464034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1464034.500000 Penalty: 4661.891602
	Iteration 40F: 3 clusters Score -1464034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1464034.500000 Penalty: 4661.891602
	Iteration 41Q: 3 clusters Score -1464034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1464037.000000 Penalty: 4661.891602
	Iteration 42Q: 3 clusters Score -1464037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1464036.500000 Penalty: 4661.891602
	Iteration 43Q: 3 clusters Score -1464036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1464039.750000 Penalty: 4661.891602
	Iteration 44Q: 3 clusters Score -1464040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1464040.375000 Penalty: 4661.891602
	Iteration 45Q: 3 clusters Score -1464040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1464040.375000 Penalty: 4661.891602
	Iteration 46F: 3 clusters Score -1464040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Entering Unmasked Estep 
Score: -1638581.750000 Penalty: 2373.508545
	Iteration 0F: 2 clusters Score -1638582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1628268.250000 Penalty: 4747.017090
	Iteration 0F: 3 clusters Score -1628268 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1631582.500000 Penalty: 4747.017090
	Iteration 1F: 3 clusters Score -1631582 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1632105.250000 Penalty: 4747.017090
	Iteration 2F: 3 clusters Score -1632105 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1632657.125000 Penalty: 4747.017090
	Iteration 3F: 3 clusters Score -1632657 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1633345.250000 Penalty: 4747.017090
	Iteration 4F: 3 clusters Score -1633345 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1634001.125000 Penalty: 4747.017090
	Iteration 5F: 3 clusters Score -1634001 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1634539.875000 Penalty: 4747.017090
	Iteration 6F: 3 clusters Score -1634540 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1634926.500000 Penalty: 4747.017090
	Iteration 7F: 3 clusters Score -1634926 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1635208.375000 Penalty: 4747.017090
	Iteration 8Q: 3 clusters Score -1635208 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1635462.875000 Penalty: 4747.017090
	Iteration 9Q: 3 clusters Score -1635463 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1635704.000000 Penalty: 4747.017090
	Iteration 10Q: 3 clusters Score -1635704 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1635958.000000 Penalty: 4747.017090
	Iteration 11Q: 3 clusters Score -1635958 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1636232.625000 Penalty: 4747.017090
	Iteration 12Q: 3 clusters Score -1636233 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1636556.375000 Penalty: 4747.017090
	Iteration 13Q: 3 clusters Score -1636556 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1636913.625000 Penalty: 4747.017090
	Iteration 14Q: 3 clusters Score -1636914 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1637228.375000 Penalty: 4747.017090
	Iteration 15Q: 3 clusters Score -1637228 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1637486.500000 Penalty: 4747.017090
	Iteration 16Q: 3 clusters Score -1637486 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1637717.750000 Penalty: 4747.017090
	Iteration 17Q: 3 clusters Score -1637718 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1637937.125000 Penalty: 4747.017090
	Iteration 18Q: 3 clusters Score -1637937 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1638185.250000 Penalty: 4747.017090
	Iteration 19Q: 3 clusters Score -1638185 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1638398.625000 Penalty: 4747.017090
	Iteration 20F: 3 clusters Score -1638399 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1638587.000000 Penalty: 4747.017090
	Iteration 21Q: 3 clusters Score -1638587 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1638759.875000 Penalty: 4747.017090
	Iteration 22Q: 3 clusters Score -1638760 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1638939.125000 Penalty: 4747.017090
	Iteration 23Q: 3 clusters Score -1638939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1639088.875000 Penalty: 4747.017090
	Iteration 24Q: 3 clusters Score -1639089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1639192.500000 Penalty: 4747.017090
	Iteration 25Q: 3 clusters Score -1639192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1639256.250000 Penalty: 4747.017090
	Iteration 26Q: 3 clusters Score -1639256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1639285.375000 Penalty: 4747.017090
	Iteration 27Q: 3 clusters Score -1639285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1639296.875000 Penalty: 4747.017090
	Iteration 28Q: 3 clusters Score -1639297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1639301.875000 Penalty: 4747.017090
	Iteration 29Q: 3 clusters Score -1639302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1639304.375000 Penalty: 4747.017090
	Iteration 30Q: 3 clusters Score -1639304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1639305.375000 Penalty: 4747.017090
	Iteration 31Q: 3 clusters Score -1639305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1639306.375000 Penalty: 4747.017090
	Iteration 32Q: 3 clusters Score -1639306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1639308.875000 Penalty: 4747.017090
	Iteration 33Q: 3 clusters Score -1639309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1639308.875000 Penalty: 4747.017090
	Iteration 34F: 3 clusters Score -1639309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 228183 members 
Mstep: Class 4 contains 167703 members 
Mstep: Class 5 contains 818 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 103780 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 94157 members 
Mstep: Class 10 contains 106317 members 
Mstep: Class 11 contains 3586 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 161884 members 
Mstep: Class 15 contains 187400 members 
Mstep: Class 16 contains 5541 members 
Mstep: Class 17 contains 58348 members 
Mstep: Class 18 contains 167375 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 13323 members 
Mstep: Class 21 contains 164381 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 701 members 
Mstep: Class 26 contains 1014 members 
Entering Unmasked Estep 
Score: -194738864.000000 Penalty: 92160.671875
Splitting cluster 20 changes total score from -194739728.000000 to -194738864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (164381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Entering Unmasked Estep 
Score: -20336170.000000 Penalty: 2978.465576
	Iteration 0F: 2 clusters Score -2.033617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -20227318.000000 Penalty: 5956.931152
	Iteration 0F: 3 clusters Score -2.022732e+07 nChanged 78846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -20273118.000000 Penalty: 5956.931152
	Iteration 1F: 3 clusters Score -2.027312e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -20274400.000000 Penalty: 5956.931152
	Iteration 2Q: 3 clusters Score -2.02744e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -20276456.000000 Penalty: 5956.931152
	Iteration 3Q: 3 clusters Score -2.027646e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -20280126.000000 Penalty: 5956.931152
	Iteration 4Q: 3 clusters Score -2.028013e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -20285986.000000 Penalty: 5956.931152
	Iteration 5F: 3 clusters Score -2.028599e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -20294532.000000 Penalty: 5956.931152
	Iteration 6F: 3 clusters Score -2.029453e+07 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132411 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -20306022.000000 Penalty: 5956.931152
	Iteration 7F: 3 clusters Score -2.030602e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145220 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -20317792.000000 Penalty: 5956.931152
	Iteration 8F: 3 clusters Score -2.031779e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154706 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -20326258.000000 Penalty: 5956.931152
	Iteration 9F: 3 clusters Score -2.032626e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159930 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -20330564.000000 Penalty: 5956.931152
	Iteration 10Q: 3 clusters Score -2.033056e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162281 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -20332324.000000 Penalty: 5956.931152
	Iteration 11Q: 3 clusters Score -2.033232e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20332950.000000 Penalty: 5956.931152
	Iteration 12Q: 3 clusters Score -2.033295e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -20333284.000000 Penalty: 5956.931152
	Iteration 13Q: 3 clusters Score -2.033328e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -20333406.000000 Penalty: 5956.931152
	Iteration 14Q: 3 clusters Score -2.033341e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -20333480.000000 Penalty: 5956.931152
	Iteration 15Q: 3 clusters Score -2.033348e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -20333522.000000 Penalty: 5956.931152
	Iteration 16Q: 3 clusters Score -2.033352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163854 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -20333532.000000 Penalty: 5956.931152
	Iteration 17Q: 3 clusters Score -2.033353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163869 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20333556.000000 Penalty: 5956.931152
	Iteration 18Q: 3 clusters Score -2.033356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -20333574.000000 Penalty: 5956.931152
	Iteration 19Q: 3 clusters Score -2.033357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -20333580.000000 Penalty: 5956.931152
	Iteration 20F: 3 clusters Score -2.033358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163876 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20333580.000000 Penalty: 5956.931152
	Iteration 21Q: 3 clusters Score -2.033358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20333568.000000 Penalty: 5956.931152
	Iteration 22Q: 3 clusters Score -2.033357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -20333592.000000 Penalty: 5956.931152
	Iteration 23Q: 3 clusters Score -2.033359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163882 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20333586.000000 Penalty: 5956.931152
	Iteration 24Q: 3 clusters Score -2.033359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20333576.000000 Penalty: 5956.931152
	Iteration 25Q: 3 clusters Score -2.033358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163885 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20333586.000000 Penalty: 5956.931152
	Iteration 26Q: 3 clusters Score -2.033359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20333580.000000 Penalty: 5956.931152
	Iteration 27Q: 3 clusters Score -2.033358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20333586.000000 Penalty: 5956.931152
	Iteration 28Q: 3 clusters Score -2.033359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163891 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20333584.000000 Penalty: 5956.931152
	Iteration 29Q: 3 clusters Score -2.033358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163892 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20333590.000000 Penalty: 5956.931152
	Iteration 30Q: 3 clusters Score -2.033359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20333580.000000 Penalty: 5956.931152
	Iteration 31Q: 3 clusters Score -2.033358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20333580.000000 Penalty: 5956.931152
	Iteration 32Q: 3 clusters Score -2.033358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163899 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20333598.000000 Penalty: 5956.931152
	Iteration 33Q: 3 clusters Score -2.03336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20333602.000000 Penalty: 5956.931152
	Iteration 34Q: 3 clusters Score -2.03336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20333606.000000 Penalty: 5956.931152
	Iteration 35Q: 3 clusters Score -2.033361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20333604.000000 Penalty: 5956.931152
	Iteration 36Q: 3 clusters Score -2.03336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -20333598.000000 Penalty: 5956.931152
	Iteration 37Q: 3 clusters Score -2.03336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -20333590.000000 Penalty: 5956.931152
	Iteration 38Q: 3 clusters Score -2.033359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163914 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20333600.000000 Penalty: 5956.931152
	Iteration 39Q: 3 clusters Score -2.03336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20333606.000000 Penalty: 5956.931152
	Iteration 40F: 3 clusters Score -2.033361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20333608.000000 Penalty: 5956.931152
	Iteration 41Q: 3 clusters Score -2.033361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20333602.000000 Penalty: 5956.931152
	Iteration 42Q: 3 clusters Score -2.03336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20333612.000000 Penalty: 5956.931152
	Iteration 43Q: 3 clusters Score -2.033361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163919 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20333612.000000 Penalty: 5956.931152
	Iteration 44F: 3 clusters Score -2.033361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -332779.875000 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -332779.9 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 1303 members 
Entering Unmasked Estep 
Score: -329739.312500 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -329739.3 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -330336.187500 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -330336.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -330433.093750 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -330433.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330486.187500 Penalty: 3919.817139
	Iteration 3Q: 3 clusters Score -330486.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -330525.750000 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -330525.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -330555.656250 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -330555.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330586.718750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -330586.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330609.250000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -330609.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -330633.406250 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -330633.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -330646.625000 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -330646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -330660.031250 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -330660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -330671.812500 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -330671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -330679.937500 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -330679.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330687.312500 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -330687.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -330691.906250 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -330691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -330693.468750 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -330693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -330693.656250 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -330693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -330693.656250 Penalty: 3919.817139
	Iteration 17F: 3 clusters Score -330693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -74469.812500 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -74469.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72793.726562 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -72793.73 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73026.578125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -73026.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73083.210938 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -73083.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73100.335938 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -73100.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73114.726562 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -73114.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73129.195312 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -73129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73142.671875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -73142.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73154.507812 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -73154.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73156.296875 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -73156.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73156.296875 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -73156.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -76031.234375 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -76031.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74323.992188 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -74323.99 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74581.531250 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -74581.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74679.765625 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -74679.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74727.312500 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -74727.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -74776.031250 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -74776.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74820.015625 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -74820.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74880.468750 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -74880.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74921.203125 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -74921.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74967.710938 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -74967.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75003.664062 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -75003.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75047.789062 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -75047.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75090.257812 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -75090.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75113.382812 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -75113.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75136.406250 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -75136.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75151.578125 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -75151.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75157.375000 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -75157.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75168.648438 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -75168.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75170.929688 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -75170.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75174.468750 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -75174.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75176.695312 Penalty: 3252.162109
	Iteration 19Q: 3 clusters Score -75176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75176.695312 Penalty: 3252.162109
	Iteration 20F: 3 clusters Score -75176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -77695.703125 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -77695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75987.515625 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -75987.52 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76221.632812 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -76221.63 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -76289.796875 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -76289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76312.835938 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -76312.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76322.476562 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -76322.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76327.515625 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -76327.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76335.453125 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -76335.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76342.585938 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -76342.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76355.117188 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -76355.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76368.945312 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -76368.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76381.484375 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -76381.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76394.101562 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -76394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76395.843750 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -76395.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76398.445312 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -76398.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76400.078125 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -76400.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76412.210938 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -76412.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76414.226562 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -76414.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76416.460938 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -76416.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76416.460938 Penalty: 3250.043945
	Iteration 18F: 3 clusters Score -76416.46 nChanged 0
--- Evaluating fit on full set of 4835620 points ---
Entering Unmasked Estep 
Score: -600662528.000000 Penalty: 95427.421875
22->26 Clusters: Score -600662528.000000, best is -600842048.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1611873 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 73205 members 
Mstep: Class 3 contains 73114 members 
Mstep: Class 4 contains 73099 members 
Mstep: Class 5 contains 73060 members 
Mstep: Class 6 contains 73411 members 
Mstep: Class 7 contains 73299 members 
Mstep: Class 8 contains 73784 members 
Mstep: Class 9 contains 73332 members 
Mstep: Class 10 contains 73398 members 
Mstep: Class 11 contains 73286 members 
Mstep: Class 12 contains 73198 members 
Mstep: Class 13 contains 73189 members 
Mstep: Class 14 contains 72861 members 
Mstep: Class 15 contains 73516 members 
Mstep: Class 16 contains 73708 members 
Mstep: Class 17 contains 73339 members 
Mstep: Class 18 contains 73416 members 
Mstep: Class 19 contains 73138 members 
Mstep: Class 20 contains 73340 members 
Mstep: Class 21 contains 73401 members 
Mstep: Class 22 contains 72616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1035.784424 but Gain 3544.640625
Score: -188060928.000000 Penalty: 74437.460938
Iteration 0F: 22 clusters Score -1.880609e+08 nChanged 1534482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2514 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 48784 members 
Mstep: Class 3 contains 148226 members 
Mstep: Class 4 contains 31188 members 
Mstep: Class 6 contains 113183 members 
Mstep: Class 7 contains 108680 members 
Mstep: Class 8 contains 29778 members 
Mstep: Class 9 contains 44936 members 
Mstep: Class 10 contains 29662 members 
Mstep: Class 11 contains 58280 members 
Mstep: Class 12 contains 142098 members 
Mstep: Class 13 contains 44523 members 
Mstep: Class 14 contains 28313 members 
Mstep: Class 15 contains 124159 members 
Mstep: Class 16 contains 102482 members 
Mstep: Class 17 contains 151456 members 
Mstep: Class 18 contains 83299 members 
Mstep: Class 19 contains 23357 members 
Mstep: Class 20 contains 90110 members 
Mstep: Class 21 contains 36824 members 
Mstep: Class 22 contains 80399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191832352.000000 Penalty: 74437.460938
Iteration 1F: 22 clusters Score -1.918324e+08 nChanged 516119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2354 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 40084 members 
Mstep: Class 3 contains 139080 members 
Mstep: Class 4 contains 22660 members 
Mstep: Class 6 contains 137768 members 
Mstep: Class 7 contains 131582 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 36890 members 
Mstep: Class 10 contains 17383 members 
Mstep: Class 11 contains 53391 members 
Mstep: Class 12 contains 132182 members 
Mstep: Class 13 contains 43558 members 
Mstep: Class 14 contains 18175 members 
Mstep: Class 15 contains 133790 members 
Mstep: Class 16 contains 146373 members 
Mstep: Class 17 contains 157411 members 
Mstep: Class 18 contains 71218 members 
Mstep: Class 19 contains 14427 members 
Mstep: Class 20 contains 75895 members 
Mstep: Class 21 contains 28989 members 
Mstep: Class 22 contains 85260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192583920.000000 Penalty: 74437.460938
Iteration 2F: 22 clusters Score -1.925839e+08 nChanged 383558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1952 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 30256 members 
Mstep: Class 3 contains 131541 members 
Mstep: Class 4 contains 15289 members 
Mstep: Class 6 contains 152067 members 
Mstep: Class 7 contains 145401 members 
Mstep: Class 8 contains 8731 members 
Mstep: Class 9 contains 33680 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 44547 members 
Mstep: Class 12 contains 131773 members 
Mstep: Class 13 contains 38596 members 
Mstep: Class 14 contains 18762 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 177438 members 
Mstep: Class 17 contains 170943 members 
Mstep: Class 18 contains 57334 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 64026 members 
Mstep: Class 21 contains 21550 members 
Mstep: Class 22 contains 79384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193060944.000000 Penalty: 74437.460938
Iteration 3F: 22 clusters Score -1.930609e+08 nChanged 311730
Entering Unmasked Mstep 
Mstep: Class 0 contains 1191 members 
Mstep: Class 1 contains 134527 members 
Mstep: Class 2 contains 22766 members 
Mstep: Class 3 contains 131022 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 6 contains 160056 members 
Mstep: Class 7 contains 148988 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 31855 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 32755 members 
Mstep: Class 12 contains 146380 members 
Mstep: Class 13 contains 31833 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 150334 members 
Mstep: Class 16 contains 200707 members 
Mstep: Class 17 contains 192515 members 
Mstep: Class 18 contains 43308 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 51718 members 
Mstep: Class 21 contains 15075 members 
Mstep: Class 22 contains 68647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2324.849609 but Gain 3544.640625
Score: -193373888.000000 Penalty: 70892.820312
Iteration 4F: 21 clusters Score -1.933739e+08 nChanged 265257
Entering Unmasked Mstep 
Mstep: Class 0 contains 620 members 
Mstep: Class 1 contains 138806 members 
Mstep: Class 2 contains 17924 members 
Mstep: Class 3 contains 133819 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 6 contains 167907 members 
Mstep: Class 7 contains 151649 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 31735 members 
Mstep: Class 11 contains 22508 members 
Mstep: Class 12 contains 163607 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 19120 members 
Mstep: Class 15 contains 153513 members 
Mstep: Class 16 contains 205587 members 
Mstep: Class 17 contains 219234 members 
Mstep: Class 18 contains 31665 members 
Mstep: Class 19 contains 7003 members 
Mstep: Class 20 contains 40244 members 
Mstep: Class 21 contains 10691 members 
Mstep: Class 22 contains 57911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193649216.000000 Penalty: 70892.820312
Iteration 5F: 21 clusters Score -1.936492e+08 nChanged 218446
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 137874 members 
Mstep: Class 2 contains 14842 members 
Mstep: Class 3 contains 141560 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 6 contains 177431 members 
Mstep: Class 7 contains 155605 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 33400 members 
Mstep: Class 11 contains 15175 members 
Mstep: Class 12 contains 176224 members 
Mstep: Class 13 contains 25736 members 
Mstep: Class 14 contains 19378 members 
Mstep: Class 15 contains 152660 members 
Mstep: Class 16 contains 190118 members 
Mstep: Class 17 contains 246093 members 
Mstep: Class 18 contains 22602 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 30517 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 48204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193809232.000000 Penalty: 70892.820312
Iteration 6F: 21 clusters Score -1.938092e+08 nChanged 189181
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 12766 members 
Mstep: Class 3 contains 154564 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 6 contains 186997 members 
Mstep: Class 7 contains 159978 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 36240 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 184055 members 
Mstep: Class 13 contains 26522 members 
Mstep: Class 14 contains 20070 members 
Mstep: Class 15 contains 147769 members 
Mstep: Class 16 contains 169297 members 
Mstep: Class 17 contains 267834 members 
Mstep: Class 18 contains 15674 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 23584 members 
Mstep: Class 21 contains 6388 members 
Mstep: Class 22 contains 39260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193955408.000000 Penalty: 70892.820312
Iteration 7F: 21 clusters Score -1.939554e+08 nChanged 170740
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 128739 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 171376 members 
Mstep: Class 4 contains 8768 members 
Mstep: Class 6 contains 195294 members 
Mstep: Class 7 contains 166193 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 39480 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 188819 members 
Mstep: Class 13 contains 27887 members 
Mstep: Class 14 contains 20860 members 
Mstep: Class 15 contains 139780 members 
Mstep: Class 16 contains 150395 members 
Mstep: Class 17 contains 279192 members 
Mstep: Class 18 contains 10609 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 18966 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 31726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194070640.000000 Penalty: 70892.820312
Iteration 8F: 21 clusters Score -1.940706e+08 nChanged 157001
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 124557 members 
Mstep: Class 2 contains 9999 members 
Mstep: Class 3 contains 191050 members 
Mstep: Class 4 contains 9443 members 
Mstep: Class 6 contains 200091 members 
Mstep: Class 7 contains 177802 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 42667 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 191839 members 
Mstep: Class 13 contains 29143 members 
Mstep: Class 14 contains 21620 members 
Mstep: Class 15 contains 129831 members 
Mstep: Class 16 contains 136058 members 
Mstep: Class 17 contains 278100 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 15925 members 
Mstep: Class 21 contains 4385 members 
Mstep: Class 22 contains 25475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194144400.000000 Penalty: 70892.820312
Iteration 9F: 21 clusters Score -1.941444e+08 nChanged 142135
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 123676 members 
Mstep: Class 2 contains 9179 members 
Mstep: Class 3 contains 212240 members 
Mstep: Class 4 contains 9996 members 
Mstep: Class 6 contains 202253 members 
Mstep: Class 7 contains 189701 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 11 contains 4741 members 
Mstep: Class 12 contains 194959 members 
Mstep: Class 13 contains 30506 members 
Mstep: Class 14 contains 22269 members 
Mstep: Class 15 contains 121194 members 
Mstep: Class 16 contains 123756 members 
Mstep: Class 17 contains 265759 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 13894 members 
Mstep: Class 21 contains 3947 members 
Mstep: Class 22 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194197632.000000 Penalty: 70892.820312
Iteration 10F: 21 clusters Score -1.941976e+08 nChanged 129752
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 126980 members 
Mstep: Class 2 contains 8730 members 
Mstep: Class 3 contains 232998 members 
Mstep: Class 4 contains 10442 members 
Mstep: Class 6 contains 201244 members 
Mstep: Class 7 contains 198425 members 
Mstep: Class 8 contains 5738 members 
Mstep: Class 9 contains 49141 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 199239 members 
Mstep: Class 13 contains 32076 members 
Mstep: Class 14 contains 22826 members 
Mstep: Class 15 contains 115047 members 
Mstep: Class 16 contains 113649 members 
Mstep: Class 17 contains 246278 members 
Mstep: Class 18 contains 3642 members 
Mstep: Class 19 contains 7507 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 3740 members 
Mstep: Class 22 contains 17523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3194.728271 but Gain 3544.640625
Score: -194240080.000000 Penalty: 67348.179688
Iteration 11F: 20 clusters Score -1.942401e+08 nChanged 120321
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 249707 members 
Mstep: Class 4 contains 10786 members 
Mstep: Class 6 contains 198186 members 
Mstep: Class 7 contains 203301 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 52373 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 205200 members 
Mstep: Class 13 contains 34003 members 
Mstep: Class 14 contains 23400 members 
Mstep: Class 15 contains 111258 members 
Mstep: Class 16 contains 106232 members 
Mstep: Class 17 contains 226184 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 11031 members 
Mstep: Class 21 contains 3715 members 
Mstep: Class 22 contains 15461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194282096.000000 Penalty: 67348.179688
Iteration 12F: 20 clusters Score -1.942821e+08 nChanged 104431
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 144060 members 
Mstep: Class 2 contains 8468 members 
Mstep: Class 3 contains 259341 members 
Mstep: Class 4 contains 11080 members 
Mstep: Class 6 contains 193206 members 
Mstep: Class 7 contains 203438 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 55379 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 211787 members 
Mstep: Class 13 contains 36296 members 
Mstep: Class 14 contains 24138 members 
Mstep: Class 15 contains 109051 members 
Mstep: Class 16 contains 100862 members 
Mstep: Class 17 contains 207906 members 
Mstep: Class 19 contains 9010 members 
Mstep: Class 20 contains 9892 members 
Mstep: Class 21 contains 3685 members 
Mstep: Class 22 contains 13985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194320768.000000 Penalty: 67348.179688
Iteration 13F: 20 clusters Score -1.943208e+08 nChanged 91227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 156517 members 
Mstep: Class 2 contains 8376 members 
Mstep: Class 3 contains 261739 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 6 contains 187019 members 
Mstep: Class 7 contains 200880 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 58058 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 219364 members 
Mstep: Class 13 contains 38910 members 
Mstep: Class 14 contains 25001 members 
Mstep: Class 15 contains 107751 members 
Mstep: Class 16 contains 96830 members 
Mstep: Class 17 contains 194715 members 
Mstep: Class 19 contains 9596 members 
Mstep: Class 20 contains 8987 members 
Mstep: Class 21 contains 3581 members 
Mstep: Class 22 contains 12824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194355168.000000 Penalty: 67348.179688
Iteration 14F: 20 clusters Score -1.943552e+08 nChanged 81008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 172672 members 
Mstep: Class 2 contains 8339 members 
Mstep: Class 3 contains 257571 members 
Mstep: Class 4 contains 11355 members 
Mstep: Class 6 contains 179381 members 
Mstep: Class 7 contains 196891 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 60317 members 
Mstep: Class 11 contains 4416 members 
Mstep: Class 12 contains 227739 members 
Mstep: Class 13 contains 41701 members 
Mstep: Class 14 contains 26037 members 
Mstep: Class 15 contains 106858 members 
Mstep: Class 16 contains 93350 members 
Mstep: Class 17 contains 185334 members 
Mstep: Class 19 contains 10116 members 
Mstep: Class 20 contains 8329 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 11923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194383360.000000 Penalty: 67348.179688
Iteration 15F: 20 clusters Score -1.943834e+08 nChanged 76181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 193337 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 247693 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 6 contains 169372 members 
Mstep: Class 7 contains 192235 members 
Mstep: Class 8 contains 6149 members 
Mstep: Class 9 contains 62154 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 236974 members 
Mstep: Class 13 contains 44548 members 
Mstep: Class 14 contains 27222 members 
Mstep: Class 15 contains 106299 members 
Mstep: Class 16 contains 90319 members 
Mstep: Class 17 contains 178809 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 7795 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 11122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194406560.000000 Penalty: 67348.179688
Iteration 16Q: 20 clusters Score -1.944066e+08 nChanged 76253
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 217708 members 
Mstep: Class 2 contains 8503 members 
Mstep: Class 3 contains 233379 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 6 contains 157318 members 
Mstep: Class 7 contains 187740 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 63527 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 247081 members 
Mstep: Class 13 contains 47520 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 106349 members 
Mstep: Class 16 contains 86890 members 
Mstep: Class 17 contains 173699 members 
Mstep: Class 19 contains 10904 members 
Mstep: Class 20 contains 7502 members 
Mstep: Class 21 contains 2937 members 
Mstep: Class 22 contains 10437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194428240.000000 Penalty: 67348.179688
Iteration 17Q: 20 clusters Score -1.944282e+08 nChanged 76820
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 241672 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 216566 members 
Mstep: Class 4 contains 11155 members 
Mstep: Class 6 contains 145310 members 
Mstep: Class 7 contains 183761 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 64646 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 257779 members 
Mstep: Class 13 contains 50492 members 
Mstep: Class 14 contains 29948 members 
Mstep: Class 15 contains 106863 members 
Mstep: Class 16 contains 83254 members 
Mstep: Class 17 contains 169826 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 7505 members 
Mstep: Class 21 contains 2691 members 
Mstep: Class 22 contains 9781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194441008.000000 Penalty: 67348.179688
Iteration 18Q: 20 clusters Score -1.94441e+08 nChanged 75206
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 260430 members 
Mstep: Class 2 contains 8967 members 
Mstep: Class 3 contains 199078 members 
Mstep: Class 4 contains 11095 members 
Mstep: Class 6 contains 135402 members 
Mstep: Class 7 contains 180926 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 65562 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 269254 members 
Mstep: Class 13 contains 53471 members 
Mstep: Class 14 contains 31485 members 
Mstep: Class 15 contains 107599 members 
Mstep: Class 16 contains 80223 members 
Mstep: Class 17 contains 166784 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 7759 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 9142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194452816.000000 Penalty: 67348.179688
Iteration 19Q: 20 clusters Score -1.944528e+08 nChanged 70328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 273036 members 
Mstep: Class 2 contains 9256 members 
Mstep: Class 3 contains 182046 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 6 contains 126922 members 
Mstep: Class 7 contains 179125 members 
Mstep: Class 8 contains 6199 members 
Mstep: Class 9 contains 66390 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 282241 members 
Mstep: Class 13 contains 56526 members 
Mstep: Class 14 contains 33163 members 
Mstep: Class 15 contains 108412 members 
Mstep: Class 16 contains 77977 members 
Mstep: Class 17 contains 164316 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194465040.000000 Penalty: 67348.179688
Iteration 20F: 20 clusters Score -1.94465e+08 nChanged 64895
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 280191 members 
Mstep: Class 2 contains 9531 members 
Mstep: Class 3 contains 167400 members 
Mstep: Class 4 contains 11005 members 
Mstep: Class 6 contains 119670 members 
Mstep: Class 7 contains 177662 members 
Mstep: Class 8 contains 6200 members 
Mstep: Class 9 contains 66997 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 296160 members 
Mstep: Class 13 contains 59700 members 
Mstep: Class 14 contains 35042 members 
Mstep: Class 15 contains 109177 members 
Mstep: Class 16 contains 76208 members 
Mstep: Class 17 contains 161837 members 
Mstep: Class 19 contains 11979 members 
Mstep: Class 20 contains 8578 members 
Mstep: Class 21 contains 1901 members 
Mstep: Class 22 contains 7915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194475760.000000 Penalty: 67348.179688
Iteration 21Q: 20 clusters Score -1.944758e+08 nChanged 60255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 282199 members 
Mstep: Class 2 contains 9768 members 
Mstep: Class 3 contains 155698 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 6 contains 113792 members 
Mstep: Class 7 contains 176401 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 67347 members 
Mstep: Class 11 contains 4745 members 
Mstep: Class 12 contains 310013 members 
Mstep: Class 13 contains 62858 members 
Mstep: Class 14 contains 36995 members 
Mstep: Class 15 contains 109901 members 
Mstep: Class 16 contains 74872 members 
Mstep: Class 17 contains 159835 members 
Mstep: Class 19 contains 12114 members 
Mstep: Class 20 contains 9057 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 7376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486320.000000 Penalty: 67348.179688
Iteration 22Q: 20 clusters Score -1.944863e+08 nChanged 57522
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 280684 members 
Mstep: Class 2 contains 9970 members 
Mstep: Class 3 contains 147485 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 6 contains 108928 members 
Mstep: Class 7 contains 175162 members 
Mstep: Class 8 contains 6218 members 
Mstep: Class 9 contains 67403 members 
Mstep: Class 11 contains 4787 members 
Mstep: Class 12 contains 322727 members 
Mstep: Class 13 contains 66000 members 
Mstep: Class 14 contains 38952 members 
Mstep: Class 15 contains 110509 members 
Mstep: Class 16 contains 73750 members 
Mstep: Class 17 contains 158381 members 
Mstep: Class 19 contains 12140 members 
Mstep: Class 20 contains 9452 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194490352.000000 Penalty: 67348.179688
Iteration 23Q: 20 clusters Score -1.944904e+08 nChanged 56160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 276357 members 
Mstep: Class 2 contains 10221 members 
Mstep: Class 3 contains 142580 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 6 contains 105657 members 
Mstep: Class 7 contains 174147 members 
Mstep: Class 8 contains 6231 members 
Mstep: Class 9 contains 67248 members 
Mstep: Class 11 contains 4886 members 
Mstep: Class 12 contains 332772 members 
Mstep: Class 13 contains 69107 members 
Mstep: Class 14 contains 40940 members 
Mstep: Class 15 contains 110856 members 
Mstep: Class 16 contains 72831 members 
Mstep: Class 17 contains 157343 members 
Mstep: Class 19 contains 12149 members 
Mstep: Class 20 contains 9831 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 6342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194488448.000000 Penalty: 67348.179688
Iteration 24Q: 20 clusters Score -1.944884e+08 nChanged 54012
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 270612 members 
Mstep: Class 2 contains 10443 members 
Mstep: Class 3 contains 140599 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 6 contains 104001 members 
Mstep: Class 7 contains 173404 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 66976 members 
Mstep: Class 11 contains 4937 members 
Mstep: Class 12 contains 338181 members 
Mstep: Class 13 contains 72132 members 
Mstep: Class 14 contains 42981 members 
Mstep: Class 15 contains 111404 members 
Mstep: Class 16 contains 72170 members 
Mstep: Class 17 contains 157236 members 
Mstep: Class 19 contains 12157 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194485840.000000 Penalty: 67348.179688
Iteration 25Q: 20 clusters Score -1.944858e+08 nChanged 49760
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 263857 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 140758 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 6 contains 104055 members 
Mstep: Class 7 contains 172848 members 
Mstep: Class 8 contains 6238 members 
Mstep: Class 9 contains 66772 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 338633 members 
Mstep: Class 13 contains 75242 members 
Mstep: Class 14 contains 45023 members 
Mstep: Class 15 contains 112552 members 
Mstep: Class 16 contains 71718 members 
Mstep: Class 17 contains 157802 members 
Mstep: Class 19 contains 12184 members 
Mstep: Class 20 contains 10504 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194488192.000000 Penalty: 67348.179688
Iteration 26Q: 20 clusters Score -1.944882e+08 nChanged 45065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 256592 members 
Mstep: Class 2 contains 10870 members 
Mstep: Class 3 contains 142346 members 
Mstep: Class 4 contains 10868 members 
Mstep: Class 6 contains 105400 members 
Mstep: Class 7 contains 172499 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 66578 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 335849 members 
Mstep: Class 13 contains 78186 members 
Mstep: Class 14 contains 46979 members 
Mstep: Class 15 contains 114035 members 
Mstep: Class 16 contains 71608 members 
Mstep: Class 17 contains 158725 members 
Mstep: Class 19 contains 12221 members 
Mstep: Class 20 contains 10901 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194493024.000000 Penalty: 67348.179688
Iteration 27Q: 20 clusters Score -1.94493e+08 nChanged 41105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 249062 members 
Mstep: Class 2 contains 11018 members 
Mstep: Class 3 contains 144736 members 
Mstep: Class 4 contains 10848 members 
Mstep: Class 6 contains 107897 members 
Mstep: Class 7 contains 171960 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 66418 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 331308 members 
Mstep: Class 13 contains 81054 members 
Mstep: Class 14 contains 48844 members 
Mstep: Class 15 contains 115835 members 
Mstep: Class 16 contains 71688 members 
Mstep: Class 17 contains 159488 members 
Mstep: Class 19 contains 12256 members 
Mstep: Class 20 contains 11311 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194500016.000000 Penalty: 67348.179688
Iteration 28Q: 20 clusters Score -1.945e+08 nChanged 38191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 241212 members 
Mstep: Class 2 contains 11054 members 
Mstep: Class 3 contains 147524 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 6 contains 111393 members 
Mstep: Class 7 contains 171098 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 66256 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 326148 members 
Mstep: Class 13 contains 83681 members 
Mstep: Class 14 contains 50597 members 
Mstep: Class 15 contains 117932 members 
Mstep: Class 16 contains 71954 members 
Mstep: Class 17 contains 160130 members 
Mstep: Class 19 contains 12248 members 
Mstep: Class 20 contains 11688 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 5312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194508240.000000 Penalty: 67348.179688
Iteration 29Q: 20 clusters Score -1.945082e+08 nChanged 35961
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 233390 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 150403 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 6 contains 115676 members 
Mstep: Class 7 contains 169828 members 
Mstep: Class 8 contains 6253 members 
Mstep: Class 9 contains 66038 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 320933 members 
Mstep: Class 13 contains 86040 members 
Mstep: Class 14 contains 52250 members 
Mstep: Class 15 contains 120356 members 
Mstep: Class 16 contains 72374 members 
Mstep: Class 17 contains 160293 members 
Mstep: Class 19 contains 12244 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 5199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194515808.000000 Penalty: 67348.179688
Iteration 30Q: 20 clusters Score -1.945158e+08 nChanged 34879
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225827 members 
Mstep: Class 2 contains 11075 members 
Mstep: Class 3 contains 152908 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 6 contains 120325 members 
Mstep: Class 7 contains 168245 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 65749 members 
Mstep: Class 11 contains 5278 members 
Mstep: Class 12 contains 316532 members 
Mstep: Class 13 contains 88188 members 
Mstep: Class 14 contains 53781 members 
Mstep: Class 15 contains 122948 members 
Mstep: Class 16 contains 72795 members 
Mstep: Class 17 contains 159972 members 
Mstep: Class 19 contains 12226 members 
Mstep: Class 20 contains 12438 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194522368.000000 Penalty: 67348.179688
Iteration 31Q: 20 clusters Score -1.945224e+08 nChanged 33640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 218417 members 
Mstep: Class 2 contains 10979 members 
Mstep: Class 3 contains 155178 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 6 contains 125575 members 
Mstep: Class 7 contains 166537 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 65404 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 312228 members 
Mstep: Class 13 contains 90146 members 
Mstep: Class 14 contains 55268 members 
Mstep: Class 15 contains 125670 members 
Mstep: Class 16 contains 73253 members 
Mstep: Class 17 contains 159415 members 
Mstep: Class 19 contains 12214 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194530432.000000 Penalty: 67348.179688
Iteration 32Q: 20 clusters Score -1.945304e+08 nChanged 32334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 211536 members 
Mstep: Class 2 contains 10882 members 
Mstep: Class 3 contains 156860 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 6 contains 130865 members 
Mstep: Class 7 contains 164588 members 
Mstep: Class 8 contains 6257 members 
Mstep: Class 9 contains 65080 members 
Mstep: Class 11 contains 5261 members 
Mstep: Class 12 contains 308358 members 
Mstep: Class 13 contains 91959 members 
Mstep: Class 14 contains 56775 members 
Mstep: Class 15 contains 128421 members 
Mstep: Class 16 contains 73754 members 
Mstep: Class 17 contains 158740 members 
Mstep: Class 19 contains 12200 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194535328.000000 Penalty: 67348.179688
Iteration 33Q: 20 clusters Score -1.945353e+08 nChanged 31058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 205345 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 158263 members 
Mstep: Class 4 contains 10820 members 
Mstep: Class 6 contains 136393 members 
Mstep: Class 7 contains 162713 members 
Mstep: Class 8 contains 6254 members 
Mstep: Class 9 contains 64700 members 
Mstep: Class 11 contains 5267 members 
Mstep: Class 12 contains 304527 members 
Mstep: Class 13 contains 93539 members 
Mstep: Class 14 contains 58119 members 
Mstep: Class 15 contains 131181 members 
Mstep: Class 16 contains 74223 members 
Mstep: Class 17 contains 157862 members 
Mstep: Class 19 contains 12188 members 
Mstep: Class 20 contains 13535 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194539744.000000 Penalty: 67348.179688
Iteration 34Q: 20 clusters Score -1.945397e+08 nChanged 30695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 159490 members 
Mstep: Class 4 contains 10792 members 
Mstep: Class 6 contains 141877 members 
Mstep: Class 7 contains 160808 members 
Mstep: Class 8 contains 6248 members 
Mstep: Class 9 contains 64375 members 
Mstep: Class 11 contains 5237 members 
Mstep: Class 12 contains 300404 members 
Mstep: Class 13 contains 94928 members 
Mstep: Class 14 contains 59478 members 
Mstep: Class 15 contains 133957 members 
Mstep: Class 16 contains 74670 members 
Mstep: Class 17 contains 156951 members 
Mstep: Class 19 contains 12181 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194545088.000000 Penalty: 67348.179688
Iteration 35Q: 20 clusters Score -1.945451e+08 nChanged 28739
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 195615 members 
Mstep: Class 2 contains 10291 members 
Mstep: Class 3 contains 160402 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 6 contains 147340 members 
Mstep: Class 7 contains 158949 members 
Mstep: Class 8 contains 6252 members 
Mstep: Class 9 contains 64043 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 296539 members 
Mstep: Class 13 contains 96169 members 
Mstep: Class 14 contains 60597 members 
Mstep: Class 15 contains 136471 members 
Mstep: Class 16 contains 75003 members 
Mstep: Class 17 contains 156006 members 
Mstep: Class 19 contains 12195 members 
Mstep: Class 20 contains 14029 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194550784.000000 Penalty: 67348.179688
Iteration 36Q: 20 clusters Score -1.945508e+08 nChanged 26294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 10093 members 
Mstep: Class 3 contains 161024 members 
Mstep: Class 4 contains 10702 members 
Mstep: Class 6 contains 152511 members 
Mstep: Class 7 contains 157204 members 
Mstep: Class 8 contains 6249 members 
Mstep: Class 9 contains 63670 members 
Mstep: Class 11 contains 5152 members 
Mstep: Class 12 contains 292563 members 
Mstep: Class 13 contains 97211 members 
Mstep: Class 14 contains 61628 members 
Mstep: Class 15 contains 139114 members 
Mstep: Class 16 contains 75352 members 
Mstep: Class 17 contains 154997 members 
Mstep: Class 19 contains 12213 members 
Mstep: Class 20 contains 14190 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194555312.000000 Penalty: 67348.179688
Iteration 37Q: 20 clusters Score -1.945553e+08 nChanged 25495
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 188846 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 161249 members 
Mstep: Class 4 contains 10670 members 
Mstep: Class 6 contains 157748 members 
Mstep: Class 7 contains 155585 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 63328 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 288626 members 
Mstep: Class 13 contains 98124 members 
Mstep: Class 14 contains 62570 members 
Mstep: Class 15 contains 141751 members 
Mstep: Class 16 contains 75681 members 
Mstep: Class 17 contains 153975 members 
Mstep: Class 19 contains 12217 members 
Mstep: Class 20 contains 14356 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194558848.000000 Penalty: 67348.179688
Iteration 38Q: 20 clusters Score -1.945588e+08 nChanged 27052
Entering ConstructFrom: 
Score: -194558848.000000 Penalty: 67348.179688
Entering ConstructFrom: 
Trying to split cluster 1 (185000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185000 members 
Entering Unmasked Estep 
Score: -22724404.000000 Penalty: 3007.771484
	Iteration 0F: 2 clusters Score -2.27244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -22606670.000000 Penalty: 6015.542969
	Iteration 0F: 3 clusters Score -2.260667e+07 nChanged 88926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -22658068.000000 Penalty: 6015.542969
	Iteration 1F: 3 clusters Score -2.265807e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 92843 members 
Entering Unmasked Estep 
Score: -22659082.000000 Penalty: 6015.542969
	Iteration 2Q: 3 clusters Score -2.265908e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 93543 members 
Entering Unmasked Estep 
Score: -22660048.000000 Penalty: 6015.542969
	Iteration 3Q: 3 clusters Score -2.266005e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -22661278.000000 Penalty: 6015.542969
	Iteration 4Q: 3 clusters Score -2.266128e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 96679 members 
Entering Unmasked Estep 
Score: -22663370.000000 Penalty: 6015.542969
	Iteration 5Q: 3 clusters Score -2.266337e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -22666902.000000 Penalty: 6015.542969
	Iteration 6Q: 3 clusters Score -2.26669e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -22673174.000000 Penalty: 6015.542969
	Iteration 7F: 3 clusters Score -2.267317e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -22682468.000000 Penalty: 6015.542969
	Iteration 8F: 3 clusters Score -2.268247e+07 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -22694124.000000 Penalty: 6015.542969
	Iteration 9F: 3 clusters Score -2.269412e+07 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 132816 members 
Entering Unmasked Estep 
Score: -22706192.000000 Penalty: 6015.542969
	Iteration 10F: 3 clusters Score -2.270619e+07 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 140999 members 
Entering Unmasked Estep 
Score: -22716404.000000 Penalty: 6015.542969
	Iteration 11F: 3 clusters Score -2.27164e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 146270 members 
Entering Unmasked Estep 
Score: -22722704.000000 Penalty: 6015.542969
	Iteration 12Q: 3 clusters Score -2.27227e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -22725298.000000 Penalty: 6015.542969
	Iteration 13Q: 3 clusters Score -2.27253e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -22726526.000000 Penalty: 6015.542969
	Iteration 14Q: 3 clusters Score -2.272653e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -22727410.000000 Penalty: 6015.542969
	Iteration 15Q: 3 clusters Score -2.272741e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 157364 members 
Entering Unmasked Estep 
Score: -22728078.000000 Penalty: 6015.542969
	Iteration 16Q: 3 clusters Score -2.272808e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 159855 members 
Entering Unmasked Estep 
Score: -22728576.000000 Penalty: 6015.542969
	Iteration 17Q: 3 clusters Score -2.272858e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 162302 members 
Entering Unmasked Estep 
Score: -22728954.000000 Penalty: 6015.542969
	Iteration 18Q: 3 clusters Score -2.272895e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -22729050.000000 Penalty: 6015.542969
	Iteration 19Q: 3 clusters Score -2.272905e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 166800 members 
Entering Unmasked Estep 
Score: -22729072.000000 Penalty: 6015.542969
	Iteration 20F: 3 clusters Score -2.272907e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 168788 members 
Entering Unmasked Estep 
Score: -22729038.000000 Penalty: 6015.542969
	Iteration 21Q: 3 clusters Score -2.272904e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 170579 members 
Entering Unmasked Estep 
Score: -22728954.000000 Penalty: 6015.542969
	Iteration 22Q: 3 clusters Score -2.272895e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -22728824.000000 Penalty: 6015.542969
	Iteration 23Q: 3 clusters Score -2.272882e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 173491 members 
Entering Unmasked Estep 
Score: -22728578.000000 Penalty: 6015.542969
	Iteration 24Q: 3 clusters Score -2.272858e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -22728394.000000 Penalty: 6015.542969
	Iteration 25Q: 3 clusters Score -2.272839e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -22728182.000000 Penalty: 6015.542969
	Iteration 26Q: 3 clusters Score -2.272818e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -22727930.000000 Penalty: 6015.542969
	Iteration 27Q: 3 clusters Score -2.272793e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -22727734.000000 Penalty: 6015.542969
	Iteration 28Q: 3 clusters Score -2.272773e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 177776 members 
Entering Unmasked Estep 
Score: -22727582.000000 Penalty: 6015.542969
	Iteration 29Q: 3 clusters Score -2.272758e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 178287 members 
Entering Unmasked Estep 
Score: -22727348.000000 Penalty: 6015.542969
	Iteration 30Q: 3 clusters Score -2.272735e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 178724 members 
Entering Unmasked Estep 
Score: -22727186.000000 Penalty: 6015.542969
	Iteration 31Q: 3 clusters Score -2.272719e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 179092 members 
Entering Unmasked Estep 
Score: -22727044.000000 Penalty: 6015.542969
	Iteration 32Q: 3 clusters Score -2.272704e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -22726904.000000 Penalty: 6015.542969
	Iteration 33Q: 3 clusters Score -2.27269e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -22726744.000000 Penalty: 6015.542969
	Iteration 34Q: 3 clusters Score -2.272674e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 179912 members 
Entering Unmasked Estep 
Score: -22726656.000000 Penalty: 6015.542969
	Iteration 35Q: 3 clusters Score -2.272666e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 180102 members 
Entering Unmasked Estep 
Score: -22726606.000000 Penalty: 6015.542969
	Iteration 36Q: 3 clusters Score -2.272661e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 180240 members 
Entering Unmasked Estep 
Score: -22726590.000000 Penalty: 6015.542969
	Iteration 37Q: 3 clusters Score -2.272659e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 180353 members 
Entering Unmasked Estep 
Score: -22726516.000000 Penalty: 6015.542969
	Iteration 38Q: 3 clusters Score -2.272652e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 180451 members 
Entering Unmasked Estep 
Score: -22726506.000000 Penalty: 6015.542969
	Iteration 39Q: 3 clusters Score -2.272651e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 180542 members 
Entering Unmasked Estep 
Score: -22726466.000000 Penalty: 6015.542969
	Iteration 40F: 3 clusters Score -2.272647e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 180629 members 
Entering Unmasked Estep 
Score: -22726430.000000 Penalty: 6015.542969
	Iteration 41Q: 3 clusters Score -2.272643e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 180691 members 
Entering Unmasked Estep 
Score: -22726390.000000 Penalty: 6015.542969
	Iteration 42Q: 3 clusters Score -2.272639e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 180759 members 
Entering Unmasked Estep 
Score: -22726374.000000 Penalty: 6015.542969
	Iteration 43Q: 3 clusters Score -2.272637e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 180810 members 
Entering Unmasked Estep 
Score: -22726358.000000 Penalty: 6015.542969
	Iteration 44Q: 3 clusters Score -2.272636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 180868 members 
Entering Unmasked Estep 
Score: -22726322.000000 Penalty: 6015.542969
	Iteration 45Q: 3 clusters Score -2.272632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -22726264.000000 Penalty: 6015.542969
	Iteration 46Q: 3 clusters Score -2.272626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -22726254.000000 Penalty: 6015.542969
	Iteration 47Q: 3 clusters Score -2.272625e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 180970 members 
Entering Unmasked Estep 
Score: -22726260.000000 Penalty: 6015.542969
	Iteration 48Q: 3 clusters Score -2.272626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 180988 members 
Entering Unmasked Estep 
Score: -22726232.000000 Penalty: 6015.542969
	Iteration 49Q: 3 clusters Score -2.272623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 181009 members 
Entering Unmasked Estep 
Score: -22726194.000000 Penalty: 6015.542969
	Iteration 50Q: 3 clusters Score -2.272619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 181025 members 
Entering Unmasked Estep 
Score: -22726188.000000 Penalty: 6015.542969
	Iteration 51Q: 3 clusters Score -2.272619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -22726180.000000 Penalty: 6015.542969
	Iteration 52Q: 3 clusters Score -2.272618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -22726184.000000 Penalty: 6015.542969
	Iteration 53Q: 3 clusters Score -2.272618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 181045 members 
Entering Unmasked Estep 
Score: -22726178.000000 Penalty: 6015.542969
	Iteration 54Q: 3 clusters Score -2.272618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -22726176.000000 Penalty: 6015.542969
	Iteration 55Q: 3 clusters Score -2.272618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -22726164.000000 Penalty: 6015.542969
	Iteration 56Q: 3 clusters Score -2.272616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 181052 members 
Entering Unmasked Estep 
Score: -22726174.000000 Penalty: 6015.542969
	Iteration 57Q: 3 clusters Score -2.272617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 181055 members 
Entering Unmasked Estep 
Score: -22726174.000000 Penalty: 6015.542969
	Iteration 58Q: 3 clusters Score -2.272617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 181061 members 
Entering Unmasked Estep 
Score: -22726152.000000 Penalty: 6015.542969
	Iteration 59Q: 3 clusters Score -2.272615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 181070 members 
Entering Unmasked Estep 
Score: -22726108.000000 Penalty: 6015.542969
	Iteration 60F: 3 clusters Score -2.272611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 181079 members 
Entering Unmasked Estep 
Score: -22726118.000000 Penalty: 6015.542969
	Iteration 61Q: 3 clusters Score -2.272612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 181084 members 
Entering Unmasked Estep 
Score: -22726118.000000 Penalty: 6015.542969
	Iteration 62Q: 3 clusters Score -2.272612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 181087 members 
Entering Unmasked Estep 
Score: -22726122.000000 Penalty: 6015.542969
	Iteration 63Q: 3 clusters Score -2.272612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -22726132.000000 Penalty: 6015.542969
	Iteration 64Q: 3 clusters Score -2.272613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 181093 members 
Entering Unmasked Estep 
Score: -22726120.000000 Penalty: 6015.542969
	Iteration 65Q: 3 clusters Score -2.272612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -22726116.000000 Penalty: 6015.542969
	Iteration 66Q: 3 clusters Score -2.272612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 181100 members 
Entering Unmasked Estep 
Score: -22726114.000000 Penalty: 6015.542969
	Iteration 67Q: 3 clusters Score -2.272611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 181106 members 
Entering Unmasked Estep 
Score: -22726092.000000 Penalty: 6015.542969
	Iteration 68Q: 3 clusters Score -2.272609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 181111 members 
Entering Unmasked Estep 
Score: -22726118.000000 Penalty: 6015.542969
	Iteration 69Q: 3 clusters Score -2.272612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 181114 members 
Entering Unmasked Estep 
Score: -22726102.000000 Penalty: 6015.542969
	Iteration 70Q: 3 clusters Score -2.27261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 181119 members 
Entering Unmasked Estep 
Score: -22726092.000000 Penalty: 6015.542969
	Iteration 71Q: 3 clusters Score -2.272609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 181124 members 
Entering Unmasked Estep 
Score: -22726076.000000 Penalty: 6015.542969
	Iteration 72Q: 3 clusters Score -2.272608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -22726072.000000 Penalty: 6015.542969
	Iteration 73Q: 3 clusters Score -2.272607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 181135 members 
Entering Unmasked Estep 
Score: -22726064.000000 Penalty: 6015.542969
	Iteration 74Q: 3 clusters Score -2.272606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 181141 members 
Entering Unmasked Estep 
Score: -22726052.000000 Penalty: 6015.542969
	Iteration 75Q: 3 clusters Score -2.272605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 181147 members 
Entering Unmasked Estep 
Score: -22726034.000000 Penalty: 6015.542969
	Iteration 76Q: 3 clusters Score -2.272603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 181151 members 
Entering Unmasked Estep 
Score: -22726034.000000 Penalty: 6015.542969
	Iteration 77Q: 3 clusters Score -2.272603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 181153 members 
Entering Unmasked Estep 
Score: -22726024.000000 Penalty: 6015.542969
	Iteration 78Q: 3 clusters Score -2.272602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 181154 members 
Entering Unmasked Estep 
Score: -22726028.000000 Penalty: 6015.542969
	Iteration 79Q: 3 clusters Score -2.272603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 181155 members 
Entering Unmasked Estep 
Score: -22726028.000000 Penalty: 6015.542969
	Iteration 80F: 3 clusters Score -2.272603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -22726026.000000 Penalty: 6015.542969
	Iteration 81Q: 3 clusters Score -2.272603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 181156 members 
Entering Unmasked Estep 
Score: -22726026.000000 Penalty: 6015.542969
	Iteration 82F: 3 clusters Score -2.272603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 181156 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 63008 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 98931 members 
Mstep: Class 14 contains 63288 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
Score: -194557392.000000 Penalty: 70892.820312
Splitting cluster 1 changes total score from -194558848.000000 to -194557392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -1224617.250000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -1224617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1217106.000000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -1217106 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1219301.000000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -1219301 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1219589.750000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -1219590 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1219785.250000 Penalty: 4551.223145
	Iteration 3Q: 3 clusters Score -1219785 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1219956.875000 Penalty: 4551.223145
	Iteration 4Q: 3 clusters Score -1219957 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1220108.500000 Penalty: 4551.223145
	Iteration 5Q: 3 clusters Score -1220108 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1220288.500000 Penalty: 4551.223145
	Iteration 6Q: 3 clusters Score -1220288 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1220463.000000 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -1220463 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1220683.375000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -1220683 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1220932.000000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -1220932 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1221215.000000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -1221215 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1221501.375000 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -1221501 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1221787.625000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -1221788 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1222003.250000 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -1222003 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1222162.500000 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -1222162 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1222284.375000 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -1222284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1222370.000000 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -1222370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1222431.875000 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -1222432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1222477.125000 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -1222477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1222504.625000 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -1222505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1222525.250000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -1222525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1222552.875000 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -1222553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1222568.125000 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -1222568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1222581.625000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -1222582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1222586.375000 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -1222586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1222592.750000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -1222593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1222602.625000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -1222603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1222613.500000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -1222614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1222620.500000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -1222620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1222626.500000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -1222626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1222627.875000 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -1222628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1222627.875000 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -1222628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1222629.250000 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -1222629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1222629.250000 Penalty: 4551.223145
	Iteration 33F: 3 clusters Score -1222629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (161313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161313 members 
Entering Unmasked Estep 
Score: -19812250.000000 Penalty: 2973.793457
	Iteration 0F: 2 clusters Score -1.981225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -19704466.000000 Penalty: 5947.586914
	Iteration 0F: 3 clusters Score -1.970447e+07 nChanged 77473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -19749670.000000 Penalty: 5947.586914
	Iteration 1F: 3 clusters Score -1.974967e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83308 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -19750574.000000 Penalty: 5947.586914
	Iteration 2Q: 3 clusters Score -1.975057e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -19751662.000000 Penalty: 5947.586914
	Iteration 3Q: 3 clusters Score -1.975166e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -19753018.000000 Penalty: 5947.586914
	Iteration 4Q: 3 clusters Score -1.975302e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -19755048.000000 Penalty: 5947.586914
	Iteration 5Q: 3 clusters Score -1.975505e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95022 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -19758242.000000 Penalty: 5947.586914
	Iteration 6Q: 3 clusters Score -1.975824e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -19763274.000000 Penalty: 5947.586914
	Iteration 7F: 3 clusters Score -1.976327e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110684 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -19770984.000000 Penalty: 5947.586914
	Iteration 8F: 3 clusters Score -1.977098e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120754 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -19781224.000000 Penalty: 5947.586914
	Iteration 9F: 3 clusters Score -1.978122e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129480 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -19791688.000000 Penalty: 5947.586914
	Iteration 10F: 3 clusters Score -1.979169e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135204 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -19798784.000000 Penalty: 5947.586914
	Iteration 11Q: 3 clusters Score -1.979878e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138629 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -19802316.000000 Penalty: 5947.586914
	Iteration 12Q: 3 clusters Score -1.980232e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141172 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -19804116.000000 Penalty: 5947.586914
	Iteration 13Q: 3 clusters Score -1.980412e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143384 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -19805368.000000 Penalty: 5947.586914
	Iteration 14Q: 3 clusters Score -1.980537e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -19806188.000000 Penalty: 5947.586914
	Iteration 15Q: 3 clusters Score -1.980619e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -19806896.000000 Penalty: 5947.586914
	Iteration 16Q: 3 clusters Score -1.98069e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -19807504.000000 Penalty: 5947.586914
	Iteration 17Q: 3 clusters Score -1.98075e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149609 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -19807992.000000 Penalty: 5947.586914
	Iteration 18Q: 3 clusters Score -1.980799e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150719 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -19808384.000000 Penalty: 5947.586914
	Iteration 19Q: 3 clusters Score -1.980838e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -19808756.000000 Penalty: 5947.586914
	Iteration 20F: 3 clusters Score -1.980876e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -19809066.000000 Penalty: 5947.586914
	Iteration 21Q: 3 clusters Score -1.980907e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153343 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -19809292.000000 Penalty: 5947.586914
	Iteration 22Q: 3 clusters Score -1.980929e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -19809364.000000 Penalty: 5947.586914
	Iteration 23Q: 3 clusters Score -1.980936e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -19809542.000000 Penalty: 5947.586914
	Iteration 24Q: 3 clusters Score -1.980954e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -19809710.000000 Penalty: 5947.586914
	Iteration 25Q: 3 clusters Score -1.980971e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155621 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -19809796.000000 Penalty: 5947.586914
	Iteration 26Q: 3 clusters Score -1.98098e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -19809910.000000 Penalty: 5947.586914
	Iteration 27Q: 3 clusters Score -1.980991e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -19809920.000000 Penalty: 5947.586914
	Iteration 28Q: 3 clusters Score -1.980992e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -19810012.000000 Penalty: 5947.586914
	Iteration 29Q: 3 clusters Score -1.981001e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157015 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -19810048.000000 Penalty: 5947.586914
	Iteration 30Q: 3 clusters Score -1.981005e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157276 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -19810090.000000 Penalty: 5947.586914
	Iteration 31Q: 3 clusters Score -1.981009e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -19810138.000000 Penalty: 5947.586914
	Iteration 32Q: 3 clusters Score -1.981014e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157659 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -19810214.000000 Penalty: 5947.586914
	Iteration 33Q: 3 clusters Score -1.981021e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -19810238.000000 Penalty: 5947.586914
	Iteration 34Q: 3 clusters Score -1.981024e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -19810230.000000 Penalty: 5947.586914
	Iteration 35Q: 3 clusters Score -1.981023e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -19810254.000000 Penalty: 5947.586914
	Iteration 36Q: 3 clusters Score -1.981025e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158141 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -19810282.000000 Penalty: 5947.586914
	Iteration 37Q: 3 clusters Score -1.981028e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -19810264.000000 Penalty: 5947.586914
	Iteration 38Q: 3 clusters Score -1.981026e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158309 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -19810286.000000 Penalty: 5947.586914
	Iteration 39Q: 3 clusters Score -1.981029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19810288.000000 Penalty: 5947.586914
	Iteration 40F: 3 clusters Score -1.981029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 41Q: 3 clusters Score -1.981028e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158510 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -19810228.000000 Penalty: 5947.586914
	Iteration 42Q: 3 clusters Score -1.981023e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158587 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -19810258.000000 Penalty: 5947.586914
	Iteration 43Q: 3 clusters Score -1.981026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158659 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19810222.000000 Penalty: 5947.586914
	Iteration 44Q: 3 clusters Score -1.981022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -19810226.000000 Penalty: 5947.586914
	Iteration 45Q: 3 clusters Score -1.981023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158742 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -19810246.000000 Penalty: 5947.586914
	Iteration 46Q: 3 clusters Score -1.981025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 47Q: 3 clusters Score -1.981028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158822 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19810304.000000 Penalty: 5947.586914
	Iteration 48Q: 3 clusters Score -1.98103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158856 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -19810260.000000 Penalty: 5947.586914
	Iteration 49Q: 3 clusters Score -1.981026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -19810244.000000 Penalty: 5947.586914
	Iteration 50Q: 3 clusters Score -1.981024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19810250.000000 Penalty: 5947.586914
	Iteration 51Q: 3 clusters Score -1.981025e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19810242.000000 Penalty: 5947.586914
	Iteration 52Q: 3 clusters Score -1.981024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158989 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19810254.000000 Penalty: 5947.586914
	Iteration 53Q: 3 clusters Score -1.981025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159017 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -19810264.000000 Penalty: 5947.586914
	Iteration 54Q: 3 clusters Score -1.981026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159040 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -19810278.000000 Penalty: 5947.586914
	Iteration 55Q: 3 clusters Score -1.981028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -19810272.000000 Penalty: 5947.586914
	Iteration 56Q: 3 clusters Score -1.981027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19810270.000000 Penalty: 5947.586914
	Iteration 57Q: 3 clusters Score -1.981027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159080 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19810278.000000 Penalty: 5947.586914
	Iteration 58Q: 3 clusters Score -1.981028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159089 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -19810286.000000 Penalty: 5947.586914
	Iteration 59Q: 3 clusters Score -1.981029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159092 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19810292.000000 Penalty: 5947.586914
	Iteration 60F: 3 clusters Score -1.981029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159095 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 61Q: 3 clusters Score -1.981028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -19810276.000000 Penalty: 5947.586914
	Iteration 62Q: 3 clusters Score -1.981028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -19810270.000000 Penalty: 5947.586914
	Iteration 63Q: 3 clusters Score -1.981027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -19810298.000000 Penalty: 5947.586914
	Iteration 64Q: 3 clusters Score -1.98103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159119 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -19810302.000000 Penalty: 5947.586914
	Iteration 65Q: 3 clusters Score -1.98103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19810290.000000 Penalty: 5947.586914
	Iteration 66Q: 3 clusters Score -1.981029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -19810282.000000 Penalty: 5947.586914
	Iteration 67Q: 3 clusters Score -1.981028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159129 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -19810278.000000 Penalty: 5947.586914
	Iteration 68Q: 3 clusters Score -1.981028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19810290.000000 Penalty: 5947.586914
	Iteration 69Q: 3 clusters Score -1.981029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19810302.000000 Penalty: 5947.586914
	Iteration 70Q: 3 clusters Score -1.98103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159149 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19810286.000000 Penalty: 5947.586914
	Iteration 71Q: 3 clusters Score -1.981029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159160 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -19810300.000000 Penalty: 5947.586914
	Iteration 72Q: 3 clusters Score -1.98103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159170 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 73Q: 3 clusters Score -1.981028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -19810272.000000 Penalty: 5947.586914
	Iteration 74Q: 3 clusters Score -1.981027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 75Q: 3 clusters Score -1.981028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159181 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19810290.000000 Penalty: 5947.586914
	Iteration 76Q: 3 clusters Score -1.981029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -19810282.000000 Penalty: 5947.586914
	Iteration 77Q: 3 clusters Score -1.981028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -19810274.000000 Penalty: 5947.586914
	Iteration 78Q: 3 clusters Score -1.981027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19810264.000000 Penalty: 5947.586914
	Iteration 79Q: 3 clusters Score -1.981026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159198 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -19810258.000000 Penalty: 5947.586914
	Iteration 80F: 3 clusters Score -1.981026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -19810232.000000 Penalty: 5947.586914
	Iteration 81Q: 3 clusters Score -1.981023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159210 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19810246.000000 Penalty: 5947.586914
	Iteration 82Q: 3 clusters Score -1.981025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -19810256.000000 Penalty: 5947.586914
	Iteration 83Q: 3 clusters Score -1.981026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159219 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19810250.000000 Penalty: 5947.586914
	Iteration 84Q: 3 clusters Score -1.981025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159227 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19810254.000000 Penalty: 5947.586914
	Iteration 85Q: 3 clusters Score -1.981025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159235 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19810258.000000 Penalty: 5947.586914
	Iteration 86Q: 3 clusters Score -1.981026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19810252.000000 Penalty: 5947.586914
	Iteration 87Q: 3 clusters Score -1.981025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19810274.000000 Penalty: 5947.586914
	Iteration 88Q: 3 clusters Score -1.981027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19810288.000000 Penalty: 5947.586914
	Iteration 89Q: 3 clusters Score -1.981029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 90Q: 3 clusters Score -1.981028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -19810280.000000 Penalty: 5947.586914
	Iteration 91F: 3 clusters Score -1.981028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Entering Unmasked Estep 
Score: -1212469.750000 Penalty: 2300.084717
	Iteration 0F: 2 clusters Score -1212470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1204351.000000 Penalty: 4600.169434
	Iteration 0F: 3 clusters Score -1204351 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1207180.250000 Penalty: 4600.169434
	Iteration 1F: 3 clusters Score -1207180 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1207676.250000 Penalty: 4600.169434
	Iteration 2F: 3 clusters Score -1207676 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1208196.500000 Penalty: 4600.169434
	Iteration 3F: 3 clusters Score -1208196 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1208797.750000 Penalty: 4600.169434
	Iteration 4F: 3 clusters Score -1208798 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1209427.750000 Penalty: 4600.169434
	Iteration 5F: 3 clusters Score -1209428 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1210094.125000 Penalty: 4600.169434
	Iteration 6F: 3 clusters Score -1210094 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1210774.625000 Penalty: 4600.169434
	Iteration 7F: 3 clusters Score -1210775 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1211306.625000 Penalty: 4600.169434
	Iteration 8F: 3 clusters Score -1211307 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1211672.375000 Penalty: 4600.169434
	Iteration 9Q: 3 clusters Score -1211672 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1211942.750000 Penalty: 4600.169434
	Iteration 10Q: 3 clusters Score -1211943 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1212175.000000 Penalty: 4600.169434
	Iteration 11Q: 3 clusters Score -1212175 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1212339.250000 Penalty: 4600.169434
	Iteration 12Q: 3 clusters Score -1212339 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1212466.625000 Penalty: 4600.169434
	Iteration 13Q: 3 clusters Score -1212467 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1212540.750000 Penalty: 4600.169434
	Iteration 14Q: 3 clusters Score -1212541 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1212610.375000 Penalty: 4600.169434
	Iteration 15Q: 3 clusters Score -1212610 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1212704.875000 Penalty: 4600.169434
	Iteration 16Q: 3 clusters Score -1212705 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1212816.375000 Penalty: 4600.169434
	Iteration 17Q: 3 clusters Score -1212816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1212883.500000 Penalty: 4600.169434
	Iteration 18Q: 3 clusters Score -1212884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1212937.625000 Penalty: 4600.169434
	Iteration 19Q: 3 clusters Score -1212938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1212976.000000 Penalty: 4600.169434
	Iteration 20F: 3 clusters Score -1212976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1213010.125000 Penalty: 4600.169434
	Iteration 21Q: 3 clusters Score -1213010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1213040.625000 Penalty: 4600.169434
	Iteration 22Q: 3 clusters Score -1213041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1213064.000000 Penalty: 4600.169434
	Iteration 23Q: 3 clusters Score -1213064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1213078.250000 Penalty: 4600.169434
	Iteration 24Q: 3 clusters Score -1213078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1213083.000000 Penalty: 4600.169434
	Iteration 25Q: 3 clusters Score -1213083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1213092.375000 Penalty: 4600.169434
	Iteration 26Q: 3 clusters Score -1213092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1213100.125000 Penalty: 4600.169434
	Iteration 27Q: 3 clusters Score -1213100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1213105.625000 Penalty: 4600.169434
	Iteration 28Q: 3 clusters Score -1213106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1213105.875000 Penalty: 4600.169434
	Iteration 29Q: 3 clusters Score -1213106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1213104.750000 Penalty: 4600.169434
	Iteration 30Q: 3 clusters Score -1213105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1213109.125000 Penalty: 4600.169434
	Iteration 31Q: 3 clusters Score -1213109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1213109.750000 Penalty: 4600.169434
	Iteration 32Q: 3 clusters Score -1213110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1213109.750000 Penalty: 4600.169434
	Iteration 33F: 3 clusters Score -1213110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 63008 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 98931 members 
Mstep: Class 14 contains 63288 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
Score: -194555280.000000 Penalty: 70892.820312
Splitting cluster 4 changes total score from -194558848.000000 to -194555280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (163363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Entering Unmasked Estep 
Score: -20375888.000000 Penalty: 2976.925049
	Iteration 0F: 2 clusters Score -2.037589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -20269046.000000 Penalty: 5953.850098
	Iteration 0F: 3 clusters Score -2.026905e+07 nChanged 78200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -20314784.000000 Penalty: 5953.850098
	Iteration 1F: 3 clusters Score -2.031478e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -20315874.000000 Penalty: 5953.850098
	Iteration 2Q: 3 clusters Score -2.031587e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -20317236.000000 Penalty: 5953.850098
	Iteration 3Q: 3 clusters Score -2.031724e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -20319312.000000 Penalty: 5953.850098
	Iteration 4Q: 3 clusters Score -2.031931e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -20322554.000000 Penalty: 5953.850098
	Iteration 5Q: 3 clusters Score -2.032255e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 108000 members 
Entering Unmasked Estep 
Score: -20328210.000000 Penalty: 5953.850098
	Iteration 6F: 3 clusters Score -2.032821e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 119167 members 
Entering Unmasked Estep 
Score: -20336598.000000 Penalty: 5953.850098
	Iteration 7F: 3 clusters Score -2.03366e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 131829 members 
Entering Unmasked Estep 
Score: -20347408.000000 Penalty: 5953.850098
	Iteration 8F: 3 clusters Score -2.034741e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 143972 members 
Entering Unmasked Estep 
Score: -20358266.000000 Penalty: 5953.850098
	Iteration 9F: 3 clusters Score -2.035827e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 153081 members 
Entering Unmasked Estep 
Score: -20366354.000000 Penalty: 5953.850098
	Iteration 10F: 3 clusters Score -2.036635e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -20370316.000000 Penalty: 5953.850098
	Iteration 11Q: 3 clusters Score -2.037032e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 161059 members 
Entering Unmasked Estep 
Score: -20372068.000000 Penalty: 5953.850098
	Iteration 12Q: 3 clusters Score -2.037207e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 162217 members 
Entering Unmasked Estep 
Score: -20372722.000000 Penalty: 5953.850098
	Iteration 13Q: 3 clusters Score -2.037272e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 162652 members 
Entering Unmasked Estep 
Score: -20372988.000000 Penalty: 5953.850098
	Iteration 14Q: 3 clusters Score -2.037299e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 162842 members 
Entering Unmasked Estep 
Score: -20373146.000000 Penalty: 5953.850098
	Iteration 15Q: 3 clusters Score -2.037315e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 162928 members 
Entering Unmasked Estep 
Score: -20373210.000000 Penalty: 5953.850098
	Iteration 16Q: 3 clusters Score -2.037321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -20373284.000000 Penalty: 5953.850098
	Iteration 17Q: 3 clusters Score -2.037328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -20373314.000000 Penalty: 5953.850098
	Iteration 18Q: 3 clusters Score -2.037331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 162994 members 
Entering Unmasked Estep 
Score: -20373350.000000 Penalty: 5953.850098
	Iteration 19Q: 3 clusters Score -2.037335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
Score: -20373368.000000 Penalty: 5953.850098
	Iteration 20F: 3 clusters Score -2.037337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 163019 members 
Entering Unmasked Estep 
Score: -20373374.000000 Penalty: 5953.850098
	Iteration 21Q: 3 clusters Score -2.037337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 163030 members 
Entering Unmasked Estep 
Score: -20373404.000000 Penalty: 5953.850098
	Iteration 22Q: 3 clusters Score -2.03734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 163034 members 
Entering Unmasked Estep 
Score: -20373404.000000 Penalty: 5953.850098
	Iteration 23Q: 3 clusters Score -2.03734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -20373412.000000 Penalty: 5953.850098
	Iteration 24Q: 3 clusters Score -2.037341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5953.850098
	Iteration 25Q: 3 clusters Score -2.037343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -20373424.000000 Penalty: 5953.850098
	Iteration 26Q: 3 clusters Score -2.037342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5953.850098
	Iteration 27Q: 3 clusters Score -2.037343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -20373430.000000 Penalty: 5953.850098
	Iteration 28F: 3 clusters Score -2.037343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (154144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154144 members 
Entering Unmasked Estep 
Score: -19043054.000000 Penalty: 2962.519287
	Iteration 0F: 2 clusters Score -1.904305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -18941014.000000 Penalty: 5925.038574
	Iteration 0F: 3 clusters Score -1.894101e+07 nChanged 73761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -18984376.000000 Penalty: 5925.038574
	Iteration 1F: 3 clusters Score -1.898438e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 89300 members 
Entering Unmasked Estep 
Score: -18986324.000000 Penalty: 5925.038574
	Iteration 2Q: 3 clusters Score -1.898632e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -18990090.000000 Penalty: 5925.038574
	Iteration 3Q: 3 clusters Score -1.899009e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 105458 members 
Entering Unmasked Estep 
Score: -18996396.000000 Penalty: 5925.038574
	Iteration 4F: 3 clusters Score -1.89964e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 117913 members 
Entering Unmasked Estep 
Score: -19006552.000000 Penalty: 5925.038574
	Iteration 5F: 3 clusters Score -1.900655e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 131731 members 
Entering Unmasked Estep 
Score: -19019934.000000 Penalty: 5925.038574
	Iteration 6F: 3 clusters Score -1.901993e+07 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 143469 members 
Entering Unmasked Estep 
Score: -19032538.000000 Penalty: 5925.038574
	Iteration 7F: 3 clusters Score -1.903254e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -19039800.000000 Penalty: 5925.038574
	Iteration 8Q: 3 clusters Score -1.90398e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -19042920.000000 Penalty: 5925.038574
	Iteration 9Q: 3 clusters Score -1.904292e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -19044178.000000 Penalty: 5925.038574
	Iteration 10Q: 3 clusters Score -1.904418e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 152343 members 
Entering Unmasked Estep 
Score: -19044518.000000 Penalty: 5925.038574
	Iteration 11Q: 3 clusters Score -1.904452e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 152296 members 
Entering Unmasked Estep 
Score: -19044686.000000 Penalty: 5925.038574
	Iteration 12Q: 3 clusters Score -1.904469e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
Score: -19044782.000000 Penalty: 5925.038574
	Iteration 13Q: 3 clusters Score -1.904478e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 152215 members 
Entering Unmasked Estep 
Score: -19044842.000000 Penalty: 5925.038574
	Iteration 14Q: 3 clusters Score -1.904484e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -19044902.000000 Penalty: 5925.038574
	Iteration 15Q: 3 clusters Score -1.90449e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 152168 members 
Entering Unmasked Estep 
Score: -19044926.000000 Penalty: 5925.038574
	Iteration 16Q: 3 clusters Score -1.904493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -19044910.000000 Penalty: 5925.038574
	Iteration 17Q: 3 clusters Score -1.904491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -19044902.000000 Penalty: 5925.038574
	Iteration 18Q: 3 clusters Score -1.90449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -19044918.000000 Penalty: 5925.038574
	Iteration 19Q: 3 clusters Score -1.904492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 152149 members 
Entering Unmasked Estep 
Score: -19045884.000000 Penalty: 5925.038574
	Iteration 20F: 3 clusters Score -1.904588e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 151827 members 
Entering Unmasked Estep 
Score: -19046798.000000 Penalty: 5925.038574
	Iteration 21Q: 3 clusters Score -1.90468e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -19047296.000000 Penalty: 5925.038574
	Iteration 22Q: 3 clusters Score -1.90473e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 151296 members 
Entering Unmasked Estep 
Score: -19047498.000000 Penalty: 5925.038574
	Iteration 23Q: 3 clusters Score -1.90475e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -19047630.000000 Penalty: 5925.038574
	Iteration 24Q: 3 clusters Score -1.904763e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -19047706.000000 Penalty: 5925.038574
	Iteration 25Q: 3 clusters Score -1.904771e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -19047724.000000 Penalty: 5925.038574
	Iteration 26Q: 3 clusters Score -1.904772e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -19047728.000000 Penalty: 5925.038574
	Iteration 27Q: 3 clusters Score -1.904773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -19047740.000000 Penalty: 5925.038574
	Iteration 28Q: 3 clusters Score -1.904774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -19047734.000000 Penalty: 5925.038574
	Iteration 29Q: 3 clusters Score -1.904773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 150917 members 
Entering Unmasked Estep 
Score: -19047746.000000 Penalty: 5925.038574
	Iteration 30Q: 3 clusters Score -1.904775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -19047752.000000 Penalty: 5925.038574
	Iteration 31Q: 3 clusters Score -1.904775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -19047750.000000 Penalty: 5925.038574
	Iteration 32Q: 3 clusters Score -1.904775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -19047742.000000 Penalty: 5925.038574
	Iteration 33Q: 3 clusters Score -1.904774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 150905 members 
Entering Unmasked Estep 
Score: -19047746.000000 Penalty: 5925.038574
	Iteration 34Q: 3 clusters Score -1.904775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -19047744.000000 Penalty: 5925.038574
	Iteration 35Q: 3 clusters Score -1.904774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -19047780.000000 Penalty: 5925.038574
	Iteration 36F: 3 clusters Score -1.904778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 150877 members 
Entering Unmasked Estep 
Score: -19047786.000000 Penalty: 5925.038574
	Iteration 37Q: 3 clusters Score -1.904779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -19047810.000000 Penalty: 5925.038574
	Iteration 38Q: 3 clusters Score -1.904781e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -19047838.000000 Penalty: 5925.038574
	Iteration 39Q: 3 clusters Score -1.904784e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 150794 members 
Entering Unmasked Estep 
Score: -19047828.000000 Penalty: 5925.038574
	Iteration 40F: 3 clusters Score -1.904783e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -19047832.000000 Penalty: 5925.038574
	Iteration 41Q: 3 clusters Score -1.904783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 150772 members 
Entering Unmasked Estep 
Score: -19047832.000000 Penalty: 5925.038574
	Iteration 42Q: 3 clusters Score -1.904783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -19047822.000000 Penalty: 5925.038574
	Iteration 43Q: 3 clusters Score -1.904782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 150760 members 
Entering Unmasked Estep 
Score: -19047834.000000 Penalty: 5925.038574
	Iteration 44Q: 3 clusters Score -1.904783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -19047834.000000 Penalty: 5925.038574
	Iteration 45Q: 3 clusters Score -1.904783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 150757 members 
Entering Unmasked Estep 
Score: -19047834.000000 Penalty: 5925.038574
	Iteration 46Q: 3 clusters Score -1.904783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -19047832.000000 Penalty: 5925.038574
	Iteration 47Q: 3 clusters Score -1.904783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -19047832.000000 Penalty: 5925.038574
	Iteration 48F: 3 clusters Score -1.904783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 150756 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 3388 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 63008 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 98931 members 
Mstep: Class 14 contains 63288 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
Score: -194557824.000000 Penalty: 70892.820312
Splitting cluster 7 changes total score from -194558848.000000 to -194557824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Entering Unmasked Estep 
Score: -643794.500000 Penalty: 2167.444824
	Iteration 0F: 2 clusters Score -643794.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -638892.125000 Penalty: 4334.889648
	Iteration 0F: 3 clusters Score -638892.1 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -644829.500000 Penalty: 4334.889648
	Iteration 1F: 3 clusters Score -644829.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -648219.375000 Penalty: 4334.889648
	Iteration 2F: 3 clusters Score -648219.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -649576.062500 Penalty: 4334.889648
	Iteration 3F: 3 clusters Score -649576.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -651144.687500 Penalty: 4334.889648
	Iteration 4F: 3 clusters Score -651144.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -655263.250000 Penalty: 4334.889648
	Iteration 5F: 3 clusters Score -655263.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -656233.937500 Penalty: 4334.889648
	Iteration 6Q: 3 clusters Score -656233.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -656967.937500 Penalty: 4334.889648
	Iteration 7Q: 3 clusters Score -656967.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -657916.812500 Penalty: 4334.889648
	Iteration 8Q: 3 clusters Score -657916.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -659107.937500 Penalty: 4334.889648
	Iteration 9Q: 3 clusters Score -659107.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -660795.312500 Penalty: 4334.889648
	Iteration 10Q: 3 clusters Score -660795.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -662176.062500 Penalty: 4334.889648
	Iteration 11Q: 3 clusters Score -662176.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -662894.625000 Penalty: 4334.889648
	Iteration 12Q: 3 clusters Score -662894.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -663382.750000 Penalty: 4334.889648
	Iteration 13Q: 3 clusters Score -663382.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -663693.812500 Penalty: 4334.889648
	Iteration 14Q: 3 clusters Score -663693.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -663961.687500 Penalty: 4334.889648
	Iteration 15Q: 3 clusters Score -663961.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -664214.750000 Penalty: 4334.889648
	Iteration 16Q: 3 clusters Score -664214.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -664514.750000 Penalty: 4334.889648
	Iteration 17Q: 3 clusters Score -664514.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -664738.187500 Penalty: 4334.889648
	Iteration 18Q: 3 clusters Score -664738.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -664894.062500 Penalty: 4334.889648
	Iteration 19Q: 3 clusters Score -664894.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -665536.000000 Penalty: 4334.889648
	Iteration 20F: 3 clusters Score -665536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -666731.312500 Penalty: 4334.889648
	Iteration 21Q: 3 clusters Score -666731.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -667107.750000 Penalty: 4334.889648
	Iteration 22Q: 3 clusters Score -667107.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -667820.500000 Penalty: 4334.889648
	Iteration 23Q: 3 clusters Score -667820.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -669282.562500 Penalty: 4334.889648
	Iteration 24Q: 3 clusters Score -669282.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -669612.875000 Penalty: 4334.889648
	Iteration 25Q: 3 clusters Score -669612.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -669782.625000 Penalty: 4334.889648
	Iteration 26Q: 3 clusters Score -669782.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -669987.062500 Penalty: 4334.889648
	Iteration 27Q: 3 clusters Score -669987.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -670121.437500 Penalty: 4334.889648
	Iteration 28Q: 3 clusters Score -670121.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -670145.812500 Penalty: 4334.889648
	Iteration 29Q: 3 clusters Score -670145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -670144.687500 Penalty: 4334.889648
	Iteration 30Q: 3 clusters Score -670144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -670144.687500 Penalty: 4334.889648
	Iteration 31F: 3 clusters Score -670144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 63008 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 98931 members 
Mstep: Class 14 contains 63288 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
Score: -194583280.000000 Penalty: 70892.820312
Splitting cluster 8 changes total score from -194558848.000000 to -194583280.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (63008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Entering Unmasked Estep 
Score: -7802195.000000 Penalty: 2740.652100
	Iteration 0F: 2 clusters Score -7802195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -7760004.000000 Penalty: 5481.304199
	Iteration 0F: 3 clusters Score -7760004 nChanged 29616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -7777713.000000 Penalty: 5481.304199
	Iteration 1F: 3 clusters Score -7777713 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -7779517.000000 Penalty: 5481.304199
	Iteration 2F: 3 clusters Score -7779517 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -7781374.000000 Penalty: 5481.304199
	Iteration 3F: 3 clusters Score -7781374 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -7783662.000000 Penalty: 5481.304199
	Iteration 4F: 3 clusters Score -7783662 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -7786327.500000 Penalty: 5481.304199
	Iteration 5F: 3 clusters Score -7786328 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -7789861.000000 Penalty: 5481.304199
	Iteration 6F: 3 clusters Score -7789861 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -7793938.500000 Penalty: 5481.304199
	Iteration 7F: 3 clusters Score -7793938 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7797786.500000 Penalty: 5481.304199
	Iteration 8F: 3 clusters Score -7797786 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7800806.500000 Penalty: 5481.304199
	Iteration 9F: 3 clusters Score -7800806 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7802724.000000 Penalty: 5481.304199
	Iteration 10Q: 3 clusters Score -7802724 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -7803559.000000 Penalty: 5481.304199
	Iteration 11Q: 3 clusters Score -7803559 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -7803978.000000 Penalty: 5481.304199
	Iteration 12Q: 3 clusters Score -7803978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -7804206.500000 Penalty: 5481.304199
	Iteration 13Q: 3 clusters Score -7804206 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -7804321.500000 Penalty: 5481.304199
	Iteration 14Q: 3 clusters Score -7804322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -7804354.500000 Penalty: 5481.304199
	Iteration 15Q: 3 clusters Score -7804354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -7804363.000000 Penalty: 5481.304199
	Iteration 16Q: 3 clusters Score -7804363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -7804374.000000 Penalty: 5481.304199
	Iteration 17Q: 3 clusters Score -7804374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7804386.000000 Penalty: 5481.304199
	Iteration 18Q: 3 clusters Score -7804386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7804368.500000 Penalty: 5481.304199
	Iteration 19Q: 3 clusters Score -7804368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -7804367.500000 Penalty: 5481.304199
	Iteration 20F: 3 clusters Score -7804368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7804371.500000 Penalty: 5481.304199
	Iteration 21Q: 3 clusters Score -7804372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -7804373.000000 Penalty: 5481.304199
	Iteration 22Q: 3 clusters Score -7804373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7804373.000000 Penalty: 5481.304199
	Iteration 23Q: 3 clusters Score -7804373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -7804368.000000 Penalty: 5481.304199
	Iteration 24Q: 3 clusters Score -7804368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -7804369.500000 Penalty: 5481.304199
	Iteration 25Q: 3 clusters Score -7804370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -7804369.500000 Penalty: 5481.304199
	Iteration 26F: 3 clusters Score -7804370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 60817 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 98931 members 
Mstep: Class 14 contains 63288 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
Score: -194584592.000000 Penalty: 74437.460938
Splitting cluster 9 changes total score from -194558848.000000 to -194584592.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -637489.937500 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -637489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -632811.875000 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -632811.9 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -633954.625000 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -633954.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -634164.125000 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -634164.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -634281.687500 Penalty: 4231.521484
	Iteration 3Q: 3 clusters Score -634281.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -634381.312500 Penalty: 4231.521484
	Iteration 4Q: 3 clusters Score -634381.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -634448.750000 Penalty: 4231.521484
	Iteration 5Q: 3 clusters Score -634448.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -634499.500000 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -634499.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -634540.625000 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -634540.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -634571.062500 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -634571.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -634598.000000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -634598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -634622.000000 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -634622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -634647.562500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -634647.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -634669.875000 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -634669.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -634690.187500 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -634690.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -634715.562500 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -634715.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -634745.125000 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -634745.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -634769.687500 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -634769.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -634794.500000 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -634794.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -634826.500000 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -634826.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -634862.625000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -634862.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -634893.625000 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -634893.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -634927.375000 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -634927.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -634971.875000 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -634971.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -635031.937500 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -635031.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -635077.562500 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -635077.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -635133.937500 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -635133.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -635188.125000 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -635188.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -635241.812500 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -635241.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -635286.500000 Penalty: 4231.521484
	Iteration 28Q: 3 clusters Score -635286.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -635331.500000 Penalty: 4231.521484
	Iteration 29Q: 3 clusters Score -635331.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -635373.187500 Penalty: 4231.521484
	Iteration 30Q: 3 clusters Score -635373.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -635414.312500 Penalty: 4231.521484
	Iteration 31Q: 3 clusters Score -635414.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -635452.500000 Penalty: 4231.521484
	Iteration 32Q: 3 clusters Score -635452.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -635478.812500 Penalty: 4231.521484
	Iteration 33Q: 3 clusters Score -635478.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -635511.875000 Penalty: 4231.521484
	Iteration 34Q: 3 clusters Score -635511.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -635541.187500 Penalty: 4231.521484
	Iteration 35Q: 3 clusters Score -635541.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -635557.187500 Penalty: 4231.521484
	Iteration 36Q: 3 clusters Score -635557.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -635568.562500 Penalty: 4231.521484
	Iteration 37Q: 3 clusters Score -635568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -635579.875000 Penalty: 4231.521484
	Iteration 38Q: 3 clusters Score -635579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -635587.125000 Penalty: 4231.521484
	Iteration 39Q: 3 clusters Score -635587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -635593.562500 Penalty: 4231.521484
	Iteration 40F: 3 clusters Score -635593.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -635596.937500 Penalty: 4231.521484
	Iteration 41Q: 3 clusters Score -635596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -635600.875000 Penalty: 4231.521484
	Iteration 42Q: 3 clusters Score -635600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -635604.375000 Penalty: 4231.521484
	Iteration 43Q: 3 clusters Score -635604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -635607.000000 Penalty: 4231.521484
	Iteration 44Q: 3 clusters Score -635607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -635610.937500 Penalty: 4231.521484
	Iteration 45Q: 3 clusters Score -635610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -635618.687500 Penalty: 4231.521484
	Iteration 46Q: 3 clusters Score -635618.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -635623.625000 Penalty: 4231.521484
	Iteration 47Q: 3 clusters Score -635623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -635626.687500 Penalty: 4231.521484
	Iteration 48Q: 3 clusters Score -635626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -635636.625000 Penalty: 4231.521484
	Iteration 49Q: 3 clusters Score -635636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -635645.625000 Penalty: 4231.521484
	Iteration 50Q: 3 clusters Score -635645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -635653.000000 Penalty: 4231.521484
	Iteration 51Q: 3 clusters Score -635653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -635655.500000 Penalty: 4231.521484
	Iteration 52Q: 3 clusters Score -635655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -635657.000000 Penalty: 4231.521484
	Iteration 53Q: 3 clusters Score -635657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -635657.437500 Penalty: 4231.521484
	Iteration 54Q: 3 clusters Score -635657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -635659.937500 Penalty: 4231.521484
	Iteration 55Q: 3 clusters Score -635659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -635660.250000 Penalty: 4231.521484
	Iteration 56Q: 3 clusters Score -635660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -635661.812500 Penalty: 4231.521484
	Iteration 57Q: 3 clusters Score -635661.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -635663.312500 Penalty: 4231.521484
	Iteration 58Q: 3 clusters Score -635663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -635666.187500 Penalty: 4231.521484
	Iteration 59Q: 3 clusters Score -635666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -635669.375000 Penalty: 4231.521484
	Iteration 60F: 3 clusters Score -635669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (284717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284717 members 
Entering Unmasked Estep 
Score: -34710056.000000 Penalty: 3114.694092
	Iteration 0F: 2 clusters Score -3.471006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -34535404.000000 Penalty: 6229.388184
	Iteration 0F: 3 clusters Score -3.45354e+07 nChanged 137812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143673 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -34614936.000000 Penalty: 6229.388184
	Iteration 1F: 3 clusters Score -3.461494e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144342 members 
Mstep: Class 2 contains 140375 members 
Entering Unmasked Estep 
Score: -34615876.000000 Penalty: 6229.388184
	Iteration 2Q: 3 clusters Score -3.461588e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145385 members 
Mstep: Class 2 contains 139332 members 
Entering Unmasked Estep 
Score: -34616616.000000 Penalty: 6229.388184
	Iteration 3Q: 3 clusters Score -3.461662e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 137678 members 
Entering Unmasked Estep 
Score: -34618044.000000 Penalty: 6229.388184
	Iteration 4Q: 3 clusters Score -3.461804e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149695 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -34619504.000000 Penalty: 6229.388184
	Iteration 5Q: 3 clusters Score -3.46195e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -34621740.000000 Penalty: 6229.388184
	Iteration 6Q: 3 clusters Score -3.462174e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160644 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -34625804.000000 Penalty: 6229.388184
	Iteration 7Q: 3 clusters Score -3.46258e+07 nChanged 13520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170214 members 
Mstep: Class 2 contains 114503 members 
Entering Unmasked Estep 
Score: -34632900.000000 Penalty: 6229.388184
	Iteration 8Q: 3 clusters Score -3.46329e+07 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182561 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -34643496.000000 Penalty: 6229.388184
	Iteration 9F: 3 clusters Score -3.46435e+07 nChanged 19195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195512 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -34657008.000000 Penalty: 6229.388184
	Iteration 10F: 3 clusters Score -3.465701e+07 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205014 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -34670164.000000 Penalty: 6229.388184
	Iteration 11F: 3 clusters Score -3.467016e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209976 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -34679180.000000 Penalty: 6229.388184
	Iteration 12F: 3 clusters Score -3.467918e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212574 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -34682472.000000 Penalty: 6229.388184
	Iteration 13Q: 3 clusters Score -3.468247e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214726 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -34683948.000000 Penalty: 6229.388184
	Iteration 14Q: 3 clusters Score -3.468395e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216948 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -34684744.000000 Penalty: 6229.388184
	Iteration 15Q: 3 clusters Score -3.468474e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219123 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -34685660.000000 Penalty: 6229.388184
	Iteration 16Q: 3 clusters Score -3.468566e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221300 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
Score: -34686340.000000 Penalty: 6229.388184
	Iteration 17Q: 3 clusters Score -3.468634e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223579 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -34687452.000000 Penalty: 6229.388184
	Iteration 18Q: 3 clusters Score -3.468745e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226017 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -34688756.000000 Penalty: 6229.388184
	Iteration 19Q: 3 clusters Score -3.468876e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228550 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -34690084.000000 Penalty: 6229.388184
	Iteration 20F: 3 clusters Score -3.469008e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231181 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -34691380.000000 Penalty: 6229.388184
	Iteration 21Q: 3 clusters Score -3.469138e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233861 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -34692780.000000 Penalty: 6229.388184
	Iteration 22Q: 3 clusters Score -3.469278e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236591 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -34694408.000000 Penalty: 6229.388184
	Iteration 23Q: 3 clusters Score -3.469441e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239354 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -34696152.000000 Penalty: 6229.388184
	Iteration 24Q: 3 clusters Score -3.469615e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242219 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -34697940.000000 Penalty: 6229.388184
	Iteration 25Q: 3 clusters Score -3.469794e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245072 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -34699844.000000 Penalty: 6229.388184
	Iteration 26Q: 3 clusters Score -3.469984e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247789 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -34701664.000000 Penalty: 6229.388184
	Iteration 27Q: 3 clusters Score -3.470166e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250359 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -34703336.000000 Penalty: 6229.388184
	Iteration 28Q: 3 clusters Score -3.470334e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252836 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -34704520.000000 Penalty: 6229.388184
	Iteration 29Q: 3 clusters Score -3.470452e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255148 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -34705712.000000 Penalty: 6229.388184
	Iteration 30Q: 3 clusters Score -3.470571e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257336 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -34706840.000000 Penalty: 6229.388184
	Iteration 31Q: 3 clusters Score -3.470684e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259302 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -34707512.000000 Penalty: 6229.388184
	Iteration 32Q: 3 clusters Score -3.470751e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261116 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -34708096.000000 Penalty: 6229.388184
	Iteration 33Q: 3 clusters Score -3.47081e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262738 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -34708780.000000 Penalty: 6229.388184
	Iteration 34Q: 3 clusters Score -3.470878e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264232 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -34709056.000000 Penalty: 6229.388184
	Iteration 35Q: 3 clusters Score -3.470906e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265558 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -34709544.000000 Penalty: 6229.388184
	Iteration 36Q: 3 clusters Score -3.470954e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266745 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -34709648.000000 Penalty: 6229.388184
	Iteration 37Q: 3 clusters Score -3.470965e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267848 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -34709756.000000 Penalty: 6229.388184
	Iteration 38Q: 3 clusters Score -3.470976e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268806 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -34709728.000000 Penalty: 6229.388184
	Iteration 39Q: 3 clusters Score -3.470973e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269648 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -34709900.000000 Penalty: 6229.388184
	Iteration 40F: 3 clusters Score -3.47099e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270403 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -34709836.000000 Penalty: 6229.388184
	Iteration 41Q: 3 clusters Score -3.470984e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271130 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -34709916.000000 Penalty: 6229.388184
	Iteration 42Q: 3 clusters Score -3.470992e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271766 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -34710036.000000 Penalty: 6229.388184
	Iteration 43Q: 3 clusters Score -3.471004e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272311 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -34710080.000000 Penalty: 6229.388184
	Iteration 44Q: 3 clusters Score -3.471008e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272755 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -34710060.000000 Penalty: 6229.388184
	Iteration 45Q: 3 clusters Score -3.471006e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273142 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -34709992.000000 Penalty: 6229.388184
	Iteration 46Q: 3 clusters Score -3.470999e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273522 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -34710044.000000 Penalty: 6229.388184
	Iteration 47Q: 3 clusters Score -3.471004e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273884 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -34710052.000000 Penalty: 6229.388184
	Iteration 48Q: 3 clusters Score -3.471005e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274198 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -34710072.000000 Penalty: 6229.388184
	Iteration 49Q: 3 clusters Score -3.471007e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274517 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -34710020.000000 Penalty: 6229.388184
	Iteration 50Q: 3 clusters Score -3.471002e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274819 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -34709956.000000 Penalty: 6229.388184
	Iteration 51Q: 3 clusters Score -3.470996e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275090 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -34709924.000000 Penalty: 6229.388184
	Iteration 52Q: 3 clusters Score -3.470992e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275350 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -34709980.000000 Penalty: 6229.388184
	Iteration 53Q: 3 clusters Score -3.470998e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275574 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -34709880.000000 Penalty: 6229.388184
	Iteration 54Q: 3 clusters Score -3.470988e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275783 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -34709856.000000 Penalty: 6229.388184
	Iteration 55Q: 3 clusters Score -3.470986e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275979 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -34709840.000000 Penalty: 6229.388184
	Iteration 56Q: 3 clusters Score -3.470984e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276147 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -34709844.000000 Penalty: 6229.388184
	Iteration 57Q: 3 clusters Score -3.470984e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276306 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -34709764.000000 Penalty: 6229.388184
	Iteration 58Q: 3 clusters Score -3.470976e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276442 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -34709724.000000 Penalty: 6229.388184
	Iteration 59Q: 3 clusters Score -3.470972e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276558 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -34709664.000000 Penalty: 6229.388184
	Iteration 60F: 3 clusters Score -3.470966e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276669 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -34709668.000000 Penalty: 6229.388184
	Iteration 61Q: 3 clusters Score -3.470967e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276791 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -34709644.000000 Penalty: 6229.388184
	Iteration 62Q: 3 clusters Score -3.470964e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276918 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -34709632.000000 Penalty: 6229.388184
	Iteration 63Q: 3 clusters Score -3.470963e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277046 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -34709608.000000 Penalty: 6229.388184
	Iteration 64Q: 3 clusters Score -3.470961e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277151 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -34709584.000000 Penalty: 6229.388184
	Iteration 65Q: 3 clusters Score -3.470958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277254 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -34709596.000000 Penalty: 6229.388184
	Iteration 66Q: 3 clusters Score -3.47096e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277359 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -34709544.000000 Penalty: 6229.388184
	Iteration 67Q: 3 clusters Score -3.470954e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277451 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -34709548.000000 Penalty: 6229.388184
	Iteration 68Q: 3 clusters Score -3.470955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277544 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -34709556.000000 Penalty: 6229.388184
	Iteration 69Q: 3 clusters Score -3.470956e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277621 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -34709540.000000 Penalty: 6229.388184
	Iteration 70Q: 3 clusters Score -3.470954e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277686 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -34709556.000000 Penalty: 6229.388184
	Iteration 71Q: 3 clusters Score -3.470956e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277753 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -34709540.000000 Penalty: 6229.388184
	Iteration 72Q: 3 clusters Score -3.470954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277817 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -34709556.000000 Penalty: 6229.388184
	Iteration 73Q: 3 clusters Score -3.470956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277880 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -34709532.000000 Penalty: 6229.388184
	Iteration 74Q: 3 clusters Score -3.470953e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277948 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -34709488.000000 Penalty: 6229.388184
	Iteration 75Q: 3 clusters Score -3.470949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277993 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -34709488.000000 Penalty: 6229.388184
	Iteration 76Q: 3 clusters Score -3.470949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278045 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -34709480.000000 Penalty: 6229.388184
	Iteration 77Q: 3 clusters Score -3.470948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278095 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -34709520.000000 Penalty: 6229.388184
	Iteration 78Q: 3 clusters Score -3.470952e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278148 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -34709544.000000 Penalty: 6229.388184
	Iteration 79Q: 3 clusters Score -3.470954e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278194 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -34709500.000000 Penalty: 6229.388184
	Iteration 80F: 3 clusters Score -3.47095e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278234 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -34709504.000000 Penalty: 6229.388184
	Iteration 81Q: 3 clusters Score -3.47095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278274 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -34709472.000000 Penalty: 6229.388184
	Iteration 82Q: 3 clusters Score -3.470947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278313 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -34709468.000000 Penalty: 6229.388184
	Iteration 83Q: 3 clusters Score -3.470947e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278353 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -34709448.000000 Penalty: 6229.388184
	Iteration 84Q: 3 clusters Score -3.470945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278386 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -34709440.000000 Penalty: 6229.388184
	Iteration 85Q: 3 clusters Score -3.470944e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278424 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -34709468.000000 Penalty: 6229.388184
	Iteration 86Q: 3 clusters Score -3.470947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278462 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -34709440.000000 Penalty: 6229.388184
	Iteration 87Q: 3 clusters Score -3.470944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278483 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -34709448.000000 Penalty: 6229.388184
	Iteration 88Q: 3 clusters Score -3.470945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278503 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -34709456.000000 Penalty: 6229.388184
	Iteration 89Q: 3 clusters Score -3.470946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278517 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -34709484.000000 Penalty: 6229.388184
	Iteration 90Q: 3 clusters Score -3.470948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278529 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -34709468.000000 Penalty: 6229.388184
	Iteration 91Q: 3 clusters Score -3.470947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278543 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -34709480.000000 Penalty: 6229.388184
	Iteration 92Q: 3 clusters Score -3.470948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278550 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -34709476.000000 Penalty: 6229.388184
	Iteration 93Q: 3 clusters Score -3.470948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278556 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -34709476.000000 Penalty: 6229.388184
	Iteration 94Q: 3 clusters Score -3.470948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278566 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -34709484.000000 Penalty: 6229.388184
	Iteration 95Q: 3 clusters Score -3.470948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278579 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -34709480.000000 Penalty: 6229.388184
	Iteration 96Q: 3 clusters Score -3.470948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278599 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -34709528.000000 Penalty: 6229.388184
	Iteration 97Q: 3 clusters Score -3.470953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278617 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -34709492.000000 Penalty: 6229.388184
	Iteration 98Q: 3 clusters Score -3.470949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278631 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -34709516.000000 Penalty: 6229.388184
	Iteration 99Q: 3 clusters Score -3.470952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278641 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -34709496.000000 Penalty: 6229.388184
	Iteration 100F: 3 clusters Score -3.47095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278646 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -34709476.000000 Penalty: 6229.388184
	Iteration 101Q: 3 clusters Score -3.470948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278656 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -34709464.000000 Penalty: 6229.388184
	Iteration 102Q: 3 clusters Score -3.470946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278667 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -34709464.000000 Penalty: 6229.388184
	Iteration 103Q: 3 clusters Score -3.470946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278677 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -34709456.000000 Penalty: 6229.388184
	Iteration 104Q: 3 clusters Score -3.470946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278685 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -34709428.000000 Penalty: 6229.388184
	Iteration 105Q: 3 clusters Score -3.470943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278696 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -34709420.000000 Penalty: 6229.388184
	Iteration 106Q: 3 clusters Score -3.470942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278709 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -34709408.000000 Penalty: 6229.388184
	Iteration 107Q: 3 clusters Score -3.470941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278731 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -34709420.000000 Penalty: 6229.388184
	Iteration 108Q: 3 clusters Score -3.470942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278751 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -34709400.000000 Penalty: 6229.388184
	Iteration 109Q: 3 clusters Score -3.47094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278766 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -34709404.000000 Penalty: 6229.388184
	Iteration 110Q: 3 clusters Score -3.47094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278777 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -34709412.000000 Penalty: 6229.388184
	Iteration 111Q: 3 clusters Score -3.470941e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278787 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -34709412.000000 Penalty: 6229.388184
	Iteration 112Q: 3 clusters Score -3.470941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278794 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -34709392.000000 Penalty: 6229.388184
	Iteration 113Q: 3 clusters Score -3.470939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278799 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -34709400.000000 Penalty: 6229.388184
	Iteration 114Q: 3 clusters Score -3.47094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278804 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -34709412.000000 Penalty: 6229.388184
	Iteration 115Q: 3 clusters Score -3.470941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278808 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -34709396.000000 Penalty: 6229.388184
	Iteration 116Q: 3 clusters Score -3.47094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278811 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -34709400.000000 Penalty: 6229.388184
	Iteration 117Q: 3 clusters Score -3.47094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278816 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -34709372.000000 Penalty: 6229.388184
	Iteration 118Q: 3 clusters Score -3.470937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278825 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -34709408.000000 Penalty: 6229.388184
	Iteration 119Q: 3 clusters Score -3.470941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278835 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -34709404.000000 Penalty: 6229.388184
	Iteration 120F: 3 clusters Score -3.47094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278852 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -34709424.000000 Penalty: 6229.388184
	Iteration 121Q: 3 clusters Score -3.470942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278869 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -34709404.000000 Penalty: 6229.388184
	Iteration 122Q: 3 clusters Score -3.47094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278884 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -34709408.000000 Penalty: 6229.388184
	Iteration 123Q: 3 clusters Score -3.470941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278904 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -34709416.000000 Penalty: 6229.388184
	Iteration 124Q: 3 clusters Score -3.470942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278916 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -34709428.000000 Penalty: 6229.388184
	Iteration 125Q: 3 clusters Score -3.470943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278930 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -34709424.000000 Penalty: 6229.388184
	Iteration 126Q: 3 clusters Score -3.470942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278939 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -34709436.000000 Penalty: 6229.388184
	Iteration 127Q: 3 clusters Score -3.470944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278947 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -34709428.000000 Penalty: 6229.388184
	Iteration 128Q: 3 clusters Score -3.470943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278953 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -34709420.000000 Penalty: 6229.388184
	Iteration 129Q: 3 clusters Score -3.470942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278958 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -34709400.000000 Penalty: 6229.388184
	Iteration 130Q: 3 clusters Score -3.47094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278964 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -34709404.000000 Penalty: 6229.388184
	Iteration 131Q: 3 clusters Score -3.47094e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278973 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -34709412.000000 Penalty: 6229.388184
	Iteration 132Q: 3 clusters Score -3.470941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278980 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -34709392.000000 Penalty: 6229.388184
	Iteration 133Q: 3 clusters Score -3.470939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278993 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -34709384.000000 Penalty: 6229.388184
	Iteration 134Q: 3 clusters Score -3.470938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279009 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -34709372.000000 Penalty: 6229.388184
	Iteration 135Q: 3 clusters Score -3.470937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279025 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -34709356.000000 Penalty: 6229.388184
	Iteration 136Q: 3 clusters Score -3.470936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279038 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -34709400.000000 Penalty: 6229.388184
	Iteration 137Q: 3 clusters Score -3.47094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279050 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -34709384.000000 Penalty: 6229.388184
	Iteration 138Q: 3 clusters Score -3.470938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279066 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -34709332.000000 Penalty: 6229.388184
	Iteration 139Q: 3 clusters Score -3.470933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279078 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -34709356.000000 Penalty: 6229.388184
	Iteration 140F: 3 clusters Score -3.470936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279094 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -34709368.000000 Penalty: 6229.388184
	Iteration 141Q: 3 clusters Score -3.470937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279105 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -34709356.000000 Penalty: 6229.388184
	Iteration 142Q: 3 clusters Score -3.470936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279115 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -34709376.000000 Penalty: 6229.388184
	Iteration 143Q: 3 clusters Score -3.470938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279121 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -34709396.000000 Penalty: 6229.388184
	Iteration 144Q: 3 clusters Score -3.47094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279128 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -34709360.000000 Penalty: 6229.388184
	Iteration 145Q: 3 clusters Score -3.470936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279135 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -34709376.000000 Penalty: 6229.388184
	Iteration 146Q: 3 clusters Score -3.470938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279138 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -34709392.000000 Penalty: 6229.388184
	Iteration 147Q: 3 clusters Score -3.470939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279142 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -34709388.000000 Penalty: 6229.388184
	Iteration 148Q: 3 clusters Score -3.470939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279148 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -34709404.000000 Penalty: 6229.388184
	Iteration 149Q: 3 clusters Score -3.47094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279152 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -34709400.000000 Penalty: 6229.388184
	Iteration 150Q: 3 clusters Score -3.47094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279155 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -34709408.000000 Penalty: 6229.388184
	Iteration 151Q: 3 clusters Score -3.470941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279159 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -34709392.000000 Penalty: 6229.388184
	Iteration 152Q: 3 clusters Score -3.470939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279161 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -34709380.000000 Penalty: 6229.388184
	Iteration 153Q: 3 clusters Score -3.470938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279162 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -34709376.000000 Penalty: 6229.388184
	Iteration 154Q: 3 clusters Score -3.470938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279162 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -34709376.000000 Penalty: 6229.388184
	Iteration 155F: 3 clusters Score -3.470938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Entering Unmasked Estep 
Score: -12296241.000000 Penalty: 2852.540283
	Iteration 0F: 2 clusters Score -1.229624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -12230085.000000 Penalty: 5705.080566
	Iteration 0F: 3 clusters Score -1.223008e+07 nChanged 46705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -12256747.000000 Penalty: 5705.080566
	Iteration 1F: 3 clusters Score -1.225675e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -12257702.000000 Penalty: 5705.080566
	Iteration 2Q: 3 clusters Score -1.22577e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -12258888.000000 Penalty: 5705.080566
	Iteration 3Q: 3 clusters Score -1.225889e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -12260940.000000 Penalty: 5705.080566
	Iteration 4Q: 3 clusters Score -1.226094e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -12263743.000000 Penalty: 5705.080566
	Iteration 5Q: 3 clusters Score -1.226374e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -12267161.000000 Penalty: 5705.080566
	Iteration 6F: 3 clusters Score -1.226716e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -12271134.000000 Penalty: 5705.080566
	Iteration 7F: 3 clusters Score -1.227113e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -12275073.000000 Penalty: 5705.080566
	Iteration 8F: 3 clusters Score -1.227507e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -12278611.000000 Penalty: 5705.080566
	Iteration 9F: 3 clusters Score -1.227861e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -12280953.000000 Penalty: 5705.080566
	Iteration 10Q: 3 clusters Score -1.228095e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55654 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -12282244.000000 Penalty: 5705.080566
	Iteration 11Q: 3 clusters Score -1.228224e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -12282855.000000 Penalty: 5705.080566
	Iteration 12Q: 3 clusters Score -1.228286e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -12283378.000000 Penalty: 5705.080566
	Iteration 13Q: 3 clusters Score -1.228338e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -12283746.000000 Penalty: 5705.080566
	Iteration 14Q: 3 clusters Score -1.228375e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -12284161.000000 Penalty: 5705.080566
	Iteration 15Q: 3 clusters Score -1.228416e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62792 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -12284600.000000 Penalty: 5705.080566
	Iteration 16Q: 3 clusters Score -1.22846e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -12285103.000000 Penalty: 5705.080566
	Iteration 17Q: 3 clusters Score -1.22851e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -12285707.000000 Penalty: 5705.080566
	Iteration 18Q: 3 clusters Score -1.228571e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -12286357.000000 Penalty: 5705.080566
	Iteration 19Q: 3 clusters Score -1.228636e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -12287018.000000 Penalty: 5705.080566
	Iteration 20F: 3 clusters Score -1.228702e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -12287766.000000 Penalty: 5705.080566
	Iteration 21Q: 3 clusters Score -1.228777e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -12288674.000000 Penalty: 5705.080566
	Iteration 22Q: 3 clusters Score -1.228867e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -12289524.000000 Penalty: 5705.080566
	Iteration 23Q: 3 clusters Score -1.228952e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -12290384.000000 Penalty: 5705.080566
	Iteration 24Q: 3 clusters Score -1.229038e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79809 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -12291219.000000 Penalty: 5705.080566
	Iteration 25Q: 3 clusters Score -1.229122e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -12292070.000000 Penalty: 5705.080566
	Iteration 26Q: 3 clusters Score -1.229207e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -12292948.000000 Penalty: 5705.080566
	Iteration 27Q: 3 clusters Score -1.229295e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -12293614.000000 Penalty: 5705.080566
	Iteration 28Q: 3 clusters Score -1.229361e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -12294364.000000 Penalty: 5705.080566
	Iteration 29Q: 3 clusters Score -1.229436e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -12295036.000000 Penalty: 5705.080566
	Iteration 30Q: 3 clusters Score -1.229504e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -12295634.000000 Penalty: 5705.080566
	Iteration 31Q: 3 clusters Score -1.229563e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -12296224.000000 Penalty: 5705.080566
	Iteration 32Q: 3 clusters Score -1.229622e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -12296735.000000 Penalty: 5705.080566
	Iteration 33Q: 3 clusters Score -1.229674e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -12297235.000000 Penalty: 5705.080566
	Iteration 34Q: 3 clusters Score -1.229724e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -12297571.000000 Penalty: 5705.080566
	Iteration 35Q: 3 clusters Score -1.229757e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -12297843.000000 Penalty: 5705.080566
	Iteration 36Q: 3 clusters Score -1.229784e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -12298006.000000 Penalty: 5705.080566
	Iteration 37Q: 3 clusters Score -1.229801e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94477 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -12298088.000000 Penalty: 5705.080566
	Iteration 38Q: 3 clusters Score -1.229809e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12298138.000000 Penalty: 5705.080566
	Iteration 39Q: 3 clusters Score -1.229814e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12298392.000000 Penalty: 5705.080566
	Iteration 40F: 3 clusters Score -1.229839e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -12298678.000000 Penalty: 5705.080566
	Iteration 41Q: 3 clusters Score -1.229868e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95521 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -12298827.000000 Penalty: 5705.080566
	Iteration 42Q: 3 clusters Score -1.229883e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -12298930.000000 Penalty: 5705.080566
	Iteration 43Q: 3 clusters Score -1.229893e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -12299049.000000 Penalty: 5705.080566
	Iteration 44Q: 3 clusters Score -1.229905e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -12299139.000000 Penalty: 5705.080566
	Iteration 45Q: 3 clusters Score -1.229914e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96285 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12299164.000000 Penalty: 5705.080566
	Iteration 46Q: 3 clusters Score -1.229916e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -12299191.000000 Penalty: 5705.080566
	Iteration 47Q: 3 clusters Score -1.229919e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -12299213.000000 Penalty: 5705.080566
	Iteration 48Q: 3 clusters Score -1.229921e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -12299222.000000 Penalty: 5705.080566
	Iteration 49Q: 3 clusters Score -1.229922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12299219.000000 Penalty: 5705.080566
	Iteration 50Q: 3 clusters Score -1.229922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12299232.000000 Penalty: 5705.080566
	Iteration 51Q: 3 clusters Score -1.229923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -12299243.000000 Penalty: 5705.080566
	Iteration 52Q: 3 clusters Score -1.229924e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12299256.000000 Penalty: 5705.080566
	Iteration 53Q: 3 clusters Score -1.229926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12299263.000000 Penalty: 5705.080566
	Iteration 54Q: 3 clusters Score -1.229926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12299278.000000 Penalty: 5705.080566
	Iteration 55Q: 3 clusters Score -1.229928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -12299282.000000 Penalty: 5705.080566
	Iteration 56Q: 3 clusters Score -1.229928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12299288.000000 Penalty: 5705.080566
	Iteration 57Q: 3 clusters Score -1.229929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12299278.000000 Penalty: 5705.080566
	Iteration 58Q: 3 clusters Score -1.229928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12299278.000000 Penalty: 5705.080566
	Iteration 59Q: 3 clusters Score -1.229928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12299287.000000 Penalty: 5705.080566
	Iteration 60F: 3 clusters Score -1.229929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12299285.000000 Penalty: 5705.080566
	Iteration 61Q: 3 clusters Score -1.229928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12299282.000000 Penalty: 5705.080566
	Iteration 62Q: 3 clusters Score -1.229928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12299284.000000 Penalty: 5705.080566
	Iteration 63Q: 3 clusters Score -1.229928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -12299279.000000 Penalty: 5705.080566
	Iteration 64Q: 3 clusters Score -1.229928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96694 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12299282.000000 Penalty: 5705.080566
	Iteration 65Q: 3 clusters Score -1.229928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -12299286.000000 Penalty: 5705.080566
	Iteration 66Q: 3 clusters Score -1.229929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12299283.000000 Penalty: 5705.080566
	Iteration 67Q: 3 clusters Score -1.229928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12299285.000000 Penalty: 5705.080566
	Iteration 68Q: 3 clusters Score -1.229928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -12299289.000000 Penalty: 5705.080566
	Iteration 69Q: 3 clusters Score -1.229929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -12299294.000000 Penalty: 5705.080566
	Iteration 70Q: 3 clusters Score -1.229929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -12299298.000000 Penalty: 5705.080566
	Iteration 71Q: 3 clusters Score -1.22993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -12299300.000000 Penalty: 5705.080566
	Iteration 72Q: 3 clusters Score -1.22993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -12299294.000000 Penalty: 5705.080566
	Iteration 73Q: 3 clusters Score -1.229929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -12299294.000000 Penalty: 5705.080566
	Iteration 74F: 3 clusters Score -1.229929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 60817 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 96701 members 
Mstep: Class 14 contains 63288 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
Score: -194587520.000000 Penalty: 77982.101562
Splitting cluster 13 changes total score from -194558848.000000 to -194587520.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 14 (63288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Entering Unmasked Estep 
Score: -7461548.500000 Penalty: 2741.751953
	Iteration 0F: 2 clusters Score -7461548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -7419068.500000 Penalty: 5483.503906
	Iteration 0F: 3 clusters Score -7419068 nChanged 29312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -7435345.500000 Penalty: 5483.503906
	Iteration 1F: 3 clusters Score -7435346 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -7436506.500000 Penalty: 5483.503906
	Iteration 2Q: 3 clusters Score -7436506 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -7438674.000000 Penalty: 5483.503906
	Iteration 3Q: 3 clusters Score -7438674 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -7441431.500000 Penalty: 5483.503906
	Iteration 4F: 3 clusters Score -7441432 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -7444574.000000 Penalty: 5483.503906
	Iteration 5F: 3 clusters Score -7444574 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7447707.500000 Penalty: 5483.503906
	Iteration 6F: 3 clusters Score -7447708 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -7450464.500000 Penalty: 5483.503906
	Iteration 7F: 3 clusters Score -7450464 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -7452528.000000 Penalty: 5483.503906
	Iteration 8F: 3 clusters Score -7452528 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -7453863.500000 Penalty: 5483.503906
	Iteration 9Q: 3 clusters Score -7453864 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -7454746.500000 Penalty: 5483.503906
	Iteration 10Q: 3 clusters Score -7454746 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -7455357.500000 Penalty: 5483.503906
	Iteration 11Q: 3 clusters Score -7455358 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -7455855.000000 Penalty: 5483.503906
	Iteration 12Q: 3 clusters Score -7455855 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -7456396.500000 Penalty: 5483.503906
	Iteration 13Q: 3 clusters Score -7456396 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -7457024.500000 Penalty: 5483.503906
	Iteration 14Q: 3 clusters Score -7457024 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -7457935.500000 Penalty: 5483.503906
	Iteration 15Q: 3 clusters Score -7457936 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7459205.000000 Penalty: 5483.503906
	Iteration 16Q: 3 clusters Score -7459205 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -7461175.000000 Penalty: 5483.503906
	Iteration 17Q: 3 clusters Score -7461175 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7463139.500000 Penalty: 5483.503906
	Iteration 18Q: 3 clusters Score -7463140 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 58659 members 
Entering Unmasked Estep 
Score: -7464125.000000 Penalty: 5483.503906
	Iteration 19Q: 3 clusters Score -7464125 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -7464396.000000 Penalty: 5483.503906
	Iteration 20F: 3 clusters Score -7464396 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7464571.000000 Penalty: 5483.503906
	Iteration 21Q: 3 clusters Score -7464571 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -7464606.000000 Penalty: 5483.503906
	Iteration 22Q: 3 clusters Score -7464606 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7464646.000000 Penalty: 5483.503906
	Iteration 23Q: 3 clusters Score -7464646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 60126 members 
Entering Unmasked Estep 
Score: -7464652.500000 Penalty: 5483.503906
	Iteration 24Q: 3 clusters Score -7464652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -7464637.000000 Penalty: 5483.503906
	Iteration 25Q: 3 clusters Score -7464637 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -7464654.000000 Penalty: 5483.503906
	Iteration 26Q: 3 clusters Score -7464654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -7464666.500000 Penalty: 5483.503906
	Iteration 27Q: 3 clusters Score -7464666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -7464674.500000 Penalty: 5483.503906
	Iteration 28Q: 3 clusters Score -7464674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -7464696.000000 Penalty: 5483.503906
	Iteration 29Q: 3 clusters Score -7464696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -7464683.500000 Penalty: 5483.503906
	Iteration 30Q: 3 clusters Score -7464684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -7464691.000000 Penalty: 5483.503906
	Iteration 31Q: 3 clusters Score -7464691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -7464690.500000 Penalty: 5483.503906
	Iteration 32Q: 3 clusters Score -7464690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -7464696.000000 Penalty: 5483.503906
	Iteration 33Q: 3 clusters Score -7464696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -7464696.000000 Penalty: 5483.503906
	Iteration 34F: 3 clusters Score -7464696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 5 contains 2998 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 60817 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 96701 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 18 contains 2230 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Mstep: Class 23 contains 60412 members 
Entering Unmasked Estep 
Score: -194592016.000000 Penalty: 81526.742188
Splitting cluster 14 changes total score from -194558848.000000 to -194592016.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (144821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144821 members 
Entering Unmasked Estep 
Score: -17830820.000000 Penalty: 2947.047119
	Iteration 0F: 2 clusters Score -1.783082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72372 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -17733832.000000 Penalty: 5894.094238
	Iteration 0F: 3 clusters Score -1.773383e+07 nChanged 69450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -17773796.000000 Penalty: 5894.094238
	Iteration 1F: 3 clusters Score -1.77738e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -17774596.000000 Penalty: 5894.094238
	Iteration 2Q: 3 clusters Score -1.77746e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -17775678.000000 Penalty: 5894.094238
	Iteration 3Q: 3 clusters Score -1.777568e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -17776938.000000 Penalty: 5894.094238
	Iteration 4Q: 3 clusters Score -1.777694e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -17778504.000000 Penalty: 5894.094238
	Iteration 5Q: 3 clusters Score -1.77785e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -17780838.000000 Penalty: 5894.094238
	Iteration 6Q: 3 clusters Score -1.778084e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -17783834.000000 Penalty: 5894.094238
	Iteration 7Q: 3 clusters Score -1.778383e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -17787846.000000 Penalty: 5894.094238
	Iteration 8F: 3 clusters Score -1.778785e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -17792882.000000 Penalty: 5894.094238
	Iteration 9F: 3 clusters Score -1.779288e+07 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -17798996.000000 Penalty: 5894.094238
	Iteration 10F: 3 clusters Score -1.7799e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
Score: -17804370.000000 Penalty: 5894.094238
	Iteration 11F: 3 clusters Score -1.780437e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -17807290.000000 Penalty: 5894.094238
	Iteration 12Q: 3 clusters Score -1.780729e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -17808420.000000 Penalty: 5894.094238
	Iteration 13Q: 3 clusters Score -1.780842e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -17808908.000000 Penalty: 5894.094238
	Iteration 14Q: 3 clusters Score -1.780891e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -17809140.000000 Penalty: 5894.094238
	Iteration 15Q: 3 clusters Score -1.780914e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -17809348.000000 Penalty: 5894.094238
	Iteration 16Q: 3 clusters Score -1.780935e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 88394 members 
Entering Unmasked Estep 
Score: -17809636.000000 Penalty: 5894.094238
	Iteration 17Q: 3 clusters Score -1.780964e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -17809742.000000 Penalty: 5894.094238
	Iteration 18Q: 3 clusters Score -1.780974e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -17809942.000000 Penalty: 5894.094238
	Iteration 19Q: 3 clusters Score -1.780994e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -17810030.000000 Penalty: 5894.094238
	Iteration 20F: 3 clusters Score -1.781003e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -17810176.000000 Penalty: 5894.094238
	Iteration 21Q: 3 clusters Score -1.781018e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -17810318.000000 Penalty: 5894.094238
	Iteration 22Q: 3 clusters Score -1.781032e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -17810400.000000 Penalty: 5894.094238
	Iteration 23Q: 3 clusters Score -1.78104e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -17810618.000000 Penalty: 5894.094238
	Iteration 24Q: 3 clusters Score -1.781062e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -17810806.000000 Penalty: 5894.094238
	Iteration 25Q: 3 clusters Score -1.781081e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -17811028.000000 Penalty: 5894.094238
	Iteration 26Q: 3 clusters Score -1.781103e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -17811214.000000 Penalty: 5894.094238
	Iteration 27Q: 3 clusters Score -1.781121e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -17811498.000000 Penalty: 5894.094238
	Iteration 28Q: 3 clusters Score -1.78115e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -17811672.000000 Penalty: 5894.094238
	Iteration 29Q: 3 clusters Score -1.781167e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -17811906.000000 Penalty: 5894.094238
	Iteration 30Q: 3 clusters Score -1.781191e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -17812114.000000 Penalty: 5894.094238
	Iteration 31Q: 3 clusters Score -1.781211e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -17812440.000000 Penalty: 5894.094238
	Iteration 32Q: 3 clusters Score -1.781244e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -17812766.000000 Penalty: 5894.094238
	Iteration 33Q: 3 clusters Score -1.781277e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -17813234.000000 Penalty: 5894.094238
	Iteration 34Q: 3 clusters Score -1.781323e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -17813612.000000 Penalty: 5894.094238
	Iteration 35Q: 3 clusters Score -1.781361e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -17814094.000000 Penalty: 5894.094238
	Iteration 36Q: 3 clusters Score -1.781409e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -17814700.000000 Penalty: 5894.094238
	Iteration 37Q: 3 clusters Score -1.78147e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -17815354.000000 Penalty: 5894.094238
	Iteration 38Q: 3 clusters Score -1.781535e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -17816008.000000 Penalty: 5894.094238
	Iteration 39Q: 3 clusters Score -1.781601e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -17816938.000000 Penalty: 5894.094238
	Iteration 40F: 3 clusters Score -1.781694e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 121299 members 
Entering Unmasked Estep 
Score: -17817770.000000 Penalty: 5894.094238
	Iteration 41Q: 3 clusters Score -1.781777e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -17818668.000000 Penalty: 5894.094238
	Iteration 42Q: 3 clusters Score -1.781867e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -17819476.000000 Penalty: 5894.094238
	Iteration 43Q: 3 clusters Score -1.781948e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 128126 members 
Entering Unmasked Estep 
Score: -17820322.000000 Penalty: 5894.094238
	Iteration 44Q: 3 clusters Score -1.782032e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 130277 members 
Entering Unmasked Estep 
Score: -17821286.000000 Penalty: 5894.094238
	Iteration 45Q: 3 clusters Score -1.782129e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -17822210.000000 Penalty: 5894.094238
	Iteration 46Q: 3 clusters Score -1.782221e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -17823274.000000 Penalty: 5894.094238
	Iteration 47Q: 3 clusters Score -1.782327e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -17824180.000000 Penalty: 5894.094238
	Iteration 48Q: 3 clusters Score -1.782418e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -17824982.000000 Penalty: 5894.094238
	Iteration 49Q: 3 clusters Score -1.782498e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -17825730.000000 Penalty: 5894.094238
	Iteration 50Q: 3 clusters Score -1.782573e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 140320 members 
Entering Unmasked Estep 
Score: -17826362.000000 Penalty: 5894.094238
	Iteration 51Q: 3 clusters Score -1.782636e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 141257 members 
Entering Unmasked Estep 
Score: -17826830.000000 Penalty: 5894.094238
	Iteration 52Q: 3 clusters Score -1.782683e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 141944 members 
Entering Unmasked Estep 
Score: -17827172.000000 Penalty: 5894.094238
	Iteration 53Q: 3 clusters Score -1.782717e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 142450 members 
Entering Unmasked Estep 
Score: -17827464.000000 Penalty: 5894.094238
	Iteration 54Q: 3 clusters Score -1.782746e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -17827654.000000 Penalty: 5894.094238
	Iteration 55Q: 3 clusters Score -1.782765e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -17827816.000000 Penalty: 5894.094238
	Iteration 56Q: 3 clusters Score -1.782782e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 143285 members 
Entering Unmasked Estep 
Score: -17827910.000000 Penalty: 5894.094238
	Iteration 57Q: 3 clusters Score -1.782791e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 143410 members 
Entering Unmasked Estep 
Score: -17828024.000000 Penalty: 5894.094238
	Iteration 58Q: 3 clusters Score -1.782802e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 143503 members 
Entering Unmasked Estep 
Score: -17828078.000000 Penalty: 5894.094238
	Iteration 59Q: 3 clusters Score -1.782808e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -17828134.000000 Penalty: 5894.094238
	Iteration 60F: 3 clusters Score -1.782813e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 143621 members 
Entering Unmasked Estep 
Score: -17828160.000000 Penalty: 5894.094238
	Iteration 61Q: 3 clusters Score -1.782816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 143669 members 
Entering Unmasked Estep 
Score: -17828202.000000 Penalty: 5894.094238
	Iteration 62Q: 3 clusters Score -1.78282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -17828252.000000 Penalty: 5894.094238
	Iteration 63Q: 3 clusters Score -1.782825e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 143739 members 
Entering Unmasked Estep 
Score: -17828248.000000 Penalty: 5894.094238
	Iteration 64Q: 3 clusters Score -1.782825e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 143770 members 
Entering Unmasked Estep 
Score: -17828290.000000 Penalty: 5894.094238
	Iteration 65Q: 3 clusters Score -1.782829e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 143799 members 
Entering Unmasked Estep 
Score: -17828282.000000 Penalty: 5894.094238
	Iteration 66Q: 3 clusters Score -1.782828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 143826 members 
Entering Unmasked Estep 
Score: -17828278.000000 Penalty: 5894.094238
	Iteration 67Q: 3 clusters Score -1.782828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 143855 members 
Entering Unmasked Estep 
Score: -17828306.000000 Penalty: 5894.094238
	Iteration 68Q: 3 clusters Score -1.782831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -17828334.000000 Penalty: 5894.094238
	Iteration 69Q: 3 clusters Score -1.782833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 143910 members 
Entering Unmasked Estep 
Score: -17828338.000000 Penalty: 5894.094238
	Iteration 70Q: 3 clusters Score -1.782834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 143930 members 
Entering Unmasked Estep 
Score: -17828314.000000 Penalty: 5894.094238
	Iteration 71Q: 3 clusters Score -1.782831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 143947 members 
Entering Unmasked Estep 
Score: -17828346.000000 Penalty: 5894.094238
	Iteration 72Q: 3 clusters Score -1.782835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 143951 members 
Entering Unmasked Estep 
Score: -17828348.000000 Penalty: 5894.094238
	Iteration 73Q: 3 clusters Score -1.782835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 143954 members 
Entering Unmasked Estep 
Score: -17828352.000000 Penalty: 5894.094238
	Iteration 74Q: 3 clusters Score -1.782835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -17828338.000000 Penalty: 5894.094238
	Iteration 75Q: 3 clusters Score -1.782834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -17828348.000000 Penalty: 5894.094238
	Iteration 76Q: 3 clusters Score -1.782835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -17828358.000000 Penalty: 5894.094238
	Iteration 77Q: 3 clusters Score -1.782836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -17828362.000000 Penalty: 5894.094238
	Iteration 78Q: 3 clusters Score -1.782836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 143971 members 
Entering Unmasked Estep 
Score: -17828364.000000 Penalty: 5894.094238
	Iteration 79Q: 3 clusters Score -1.782836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 143971 members 
Entering Unmasked Estep 
Score: -17828364.000000 Penalty: 5894.094238
	Iteration 80F: 3 clusters Score -1.782836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Entering Unmasked Estep 
Score: -9573879.000000 Penalty: 2787.246338
	Iteration 0F: 2 clusters Score -9573879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -9522925.000000 Penalty: 5574.492676
	Iteration 0F: 3 clusters Score -9522925 nChanged 35820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -9543122.000000 Penalty: 5574.492676
	Iteration 1F: 3 clusters Score -9543122 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9544004.000000 Penalty: 5574.492676
	Iteration 2Q: 3 clusters Score -9544004 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -9545276.000000 Penalty: 5574.492676
	Iteration 3Q: 3 clusters Score -9545276 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -9547061.000000 Penalty: 5574.492676
	Iteration 4Q: 3 clusters Score -9547061 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -9549456.000000 Penalty: 5574.492676
	Iteration 5Q: 3 clusters Score -9549456 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9552665.000000 Penalty: 5574.492676
	Iteration 6F: 3 clusters Score -9552665 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -9556425.000000 Penalty: 5574.492676
	Iteration 7F: 3 clusters Score -9556425 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -9559736.000000 Penalty: 5574.492676
	Iteration 8F: 3 clusters Score -9559736 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
Score: -9562403.000000 Penalty: 5574.492676
	Iteration 9F: 3 clusters Score -9562403 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -9564193.000000 Penalty: 5574.492676
	Iteration 10Q: 3 clusters Score -9564193 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -9565396.000000 Penalty: 5574.492676
	Iteration 11Q: 3 clusters Score -9565396 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -9566255.000000 Penalty: 5574.492676
	Iteration 12Q: 3 clusters Score -9566255 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -9566898.000000 Penalty: 5574.492676
	Iteration 13Q: 3 clusters Score -9566898 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -9567473.000000 Penalty: 5574.492676
	Iteration 14Q: 3 clusters Score -9567473 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -9567920.000000 Penalty: 5574.492676
	Iteration 15Q: 3 clusters Score -9567920 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -9568261.000000 Penalty: 5574.492676
	Iteration 16Q: 3 clusters Score -9568261 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -9568602.000000 Penalty: 5574.492676
	Iteration 17Q: 3 clusters Score -9568602 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 67201 members 
Entering Unmasked Estep 
Score: -9568867.000000 Penalty: 5574.492676
	Iteration 18Q: 3 clusters Score -9568867 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 68015 members 
Entering Unmasked Estep 
Score: -9569191.000000 Penalty: 5574.492676
	Iteration 19Q: 3 clusters Score -9569191 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -9569487.000000 Penalty: 5574.492676
	Iteration 20F: 3 clusters Score -9569487 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -9569706.000000 Penalty: 5574.492676
	Iteration 21Q: 3 clusters Score -9569706 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9569942.000000 Penalty: 5574.492676
	Iteration 22Q: 3 clusters Score -9569942 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -9570178.000000 Penalty: 5574.492676
	Iteration 23Q: 3 clusters Score -9570178 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -9570377.000000 Penalty: 5574.492676
	Iteration 24Q: 3 clusters Score -9570377 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -9570536.000000 Penalty: 5574.492676
	Iteration 25Q: 3 clusters Score -9570536 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -9570663.000000 Penalty: 5574.492676
	Iteration 26Q: 3 clusters Score -9570663 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9570786.000000 Penalty: 5574.492676
	Iteration 27Q: 3 clusters Score -9570786 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -9570858.000000 Penalty: 5574.492676
	Iteration 28Q: 3 clusters Score -9570858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -9570966.000000 Penalty: 5574.492676
	Iteration 29Q: 3 clusters Score -9570966 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -9571040.000000 Penalty: 5574.492676
	Iteration 30Q: 3 clusters Score -9571040 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -9571140.000000 Penalty: 5574.492676
	Iteration 31Q: 3 clusters Score -9571140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -9571196.000000 Penalty: 5574.492676
	Iteration 32Q: 3 clusters Score -9571196 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -9571263.000000 Penalty: 5574.492676
	Iteration 33Q: 3 clusters Score -9571263 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -9571293.000000 Penalty: 5574.492676
	Iteration 34Q: 3 clusters Score -9571293 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -9571339.000000 Penalty: 5574.492676
	Iteration 35Q: 3 clusters Score -9571339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -9571352.000000 Penalty: 5574.492676
	Iteration 36Q: 3 clusters Score -9571352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -9571379.000000 Penalty: 5574.492676
	Iteration 37Q: 3 clusters Score -9571379 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -9571410.000000 Penalty: 5574.492676
	Iteration 38Q: 3 clusters Score -9571410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9571431.000000 Penalty: 5574.492676
	Iteration 39Q: 3 clusters Score -9571431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -9571438.000000 Penalty: 5574.492676
	Iteration 40F: 3 clusters Score -9571438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -9571440.000000 Penalty: 5574.492676
	Iteration 41Q: 3 clusters Score -9571440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -9571458.000000 Penalty: 5574.492676
	Iteration 42Q: 3 clusters Score -9571458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -9571461.000000 Penalty: 5574.492676
	Iteration 43Q: 3 clusters Score -9571461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -9571466.000000 Penalty: 5574.492676
	Iteration 44Q: 3 clusters Score -9571466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
Score: -9571478.000000 Penalty: 5574.492676
	Iteration 45Q: 3 clusters Score -9571478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -9571502.000000 Penalty: 5574.492676
	Iteration 46Q: 3 clusters Score -9571502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -9571510.000000 Penalty: 5574.492676
	Iteration 47Q: 3 clusters Score -9571510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -9571533.000000 Penalty: 5574.492676
	Iteration 48Q: 3 clusters Score -9571533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -9571524.000000 Penalty: 5574.492676
	Iteration 49Q: 3 clusters Score -9571524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -9571519.000000 Penalty: 5574.492676
	Iteration 50Q: 3 clusters Score -9571519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -9571536.000000 Penalty: 5574.492676
	Iteration 51Q: 3 clusters Score -9571536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -9571527.000000 Penalty: 5574.492676
	Iteration 52Q: 3 clusters Score -9571527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -9571538.000000 Penalty: 5574.492676
	Iteration 53Q: 3 clusters Score -9571538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -9571533.000000 Penalty: 5574.492676
	Iteration 54Q: 3 clusters Score -9571533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 74603 members 
Entering Unmasked Estep 
Score: -9571537.000000 Penalty: 5574.492676
	Iteration 55Q: 3 clusters Score -9571537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -9571536.000000 Penalty: 5574.492676
	Iteration 56Q: 3 clusters Score -9571536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -9571545.000000 Penalty: 5574.492676
	Iteration 57Q: 3 clusters Score -9571545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -9571547.000000 Penalty: 5574.492676
	Iteration 58Q: 3 clusters Score -9571547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -9571548.000000 Penalty: 5574.492676
	Iteration 59Q: 3 clusters Score -9571548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -9571551.000000 Penalty: 5574.492676
	Iteration 60F: 3 clusters Score -9571551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5574.492676
	Iteration 61Q: 3 clusters Score -9571559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -9571556.000000 Penalty: 5574.492676
	Iteration 62Q: 3 clusters Score -9571556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -9571556.000000 Penalty: 5574.492676
	Iteration 63Q: 3 clusters Score -9571556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -9571556.000000 Penalty: 5574.492676
	Iteration 64Q: 3 clusters Score -9571556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -9571553.000000 Penalty: 5574.492676
	Iteration 65Q: 3 clusters Score -9571553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -9571560.000000 Penalty: 5574.492676
	Iteration 66Q: 3 clusters Score -9571560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -9571560.000000 Penalty: 5574.492676
	Iteration 67Q: 3 clusters Score -9571560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5574.492676
	Iteration 68Q: 3 clusters Score -9571559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5574.492676
	Iteration 69Q: 3 clusters Score -9571559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5574.492676
	Iteration 70Q: 3 clusters Score -9571559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -9571557.000000 Penalty: 5574.492676
	Iteration 71Q: 3 clusters Score -9571557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
Score: -9571560.000000 Penalty: 5574.492676
	Iteration 72Q: 3 clusters Score -9571560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 74665 members 
Entering Unmasked Estep 
Score: -9571560.000000 Penalty: 5574.492676
	Iteration 73Q: 3 clusters Score -9571560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -9571558.000000 Penalty: 5574.492676
	Iteration 74Q: 3 clusters Score -9571558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -9571564.000000 Penalty: 5574.492676
	Iteration 75Q: 3 clusters Score -9571564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5574.492676
	Iteration 76Q: 3 clusters Score -9571559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -9571562.000000 Penalty: 5574.492676
	Iteration 77Q: 3 clusters Score -9571562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -9571557.000000 Penalty: 5574.492676
	Iteration 78Q: 3 clusters Score -9571557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -9571555.000000 Penalty: 5574.492676
	Iteration 79Q: 3 clusters Score -9571555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -9571559.000000 Penalty: 5574.492676
	Iteration 80F: 3 clusters Score -9571559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -9571567.000000 Penalty: 5574.492676
	Iteration 81Q: 3 clusters Score -9571567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -9571567.000000 Penalty: 5574.492676
	Iteration 82Q: 3 clusters Score -9571567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -9571565.000000 Penalty: 5574.492676
	Iteration 83Q: 3 clusters Score -9571565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -9571579.000000 Penalty: 5574.492676
	Iteration 84Q: 3 clusters Score -9571579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -9571575.000000 Penalty: 5574.492676
	Iteration 85Q: 3 clusters Score -9571575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -9571585.000000 Penalty: 5574.492676
	Iteration 86Q: 3 clusters Score -9571585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -9571594.000000 Penalty: 5574.492676
	Iteration 87Q: 3 clusters Score -9571594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -9571604.000000 Penalty: 5574.492676
	Iteration 88Q: 3 clusters Score -9571604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -9571608.000000 Penalty: 5574.492676
	Iteration 89Q: 3 clusters Score -9571608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9571600.000000 Penalty: 5574.492676
	Iteration 90Q: 3 clusters Score -9571600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -9571602.000000 Penalty: 5574.492676
	Iteration 91Q: 3 clusters Score -9571602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -9571609.000000 Penalty: 5574.492676
	Iteration 92Q: 3 clusters Score -9571609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -9571610.000000 Penalty: 5574.492676
	Iteration 93Q: 3 clusters Score -9571610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -9571608.000000 Penalty: 5574.492676
	Iteration 94Q: 3 clusters Score -9571608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -9571602.000000 Penalty: 5574.492676
	Iteration 95Q: 3 clusters Score -9571602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -9571605.000000 Penalty: 5574.492676
	Iteration 96Q: 3 clusters Score -9571605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
Score: -9571605.000000 Penalty: 5574.492676
	Iteration 97F: 3 clusters Score -9571605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152972 members 
Entering Unmasked Estep 
Score: -18776290.000000 Penalty: 2960.626465
	Iteration 0F: 2 clusters Score -1.877629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -18674332.000000 Penalty: 5921.252930
	Iteration 0F: 3 clusters Score -1.867433e+07 nChanged 73124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -18716442.000000 Penalty: 5921.252930
	Iteration 1F: 3 clusters Score -1.871644e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Mstep: Class 2 contains 76399 members 
Entering Unmasked Estep 
Score: -18717354.000000 Penalty: 5921.252930
	Iteration 2Q: 3 clusters Score -1.871735e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -18718286.000000 Penalty: 5921.252930
	Iteration 3Q: 3 clusters Score -1.871829e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -18719136.000000 Penalty: 5921.252930
	Iteration 4Q: 3 clusters Score -1.871914e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -18720256.000000 Penalty: 5921.252930
	Iteration 5Q: 3 clusters Score -1.872026e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -18721784.000000 Penalty: 5921.252930
	Iteration 6Q: 3 clusters Score -1.872178e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -18724528.000000 Penalty: 5921.252930
	Iteration 7Q: 3 clusters Score -1.872453e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -18728448.000000 Penalty: 5921.252930
	Iteration 8Q: 3 clusters Score -1.872845e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -18733898.000000 Penalty: 5921.252930
	Iteration 9F: 3 clusters Score -1.87339e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -18740766.000000 Penalty: 5921.252930
	Iteration 10F: 3 clusters Score -1.874077e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -18747562.000000 Penalty: 5921.252930
	Iteration 11F: 3 clusters Score -1.874756e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -18751956.000000 Penalty: 5921.252930
	Iteration 12F: 3 clusters Score -1.875196e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -18753922.000000 Penalty: 5921.252930
	Iteration 13Q: 3 clusters Score -1.875392e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -18754772.000000 Penalty: 5921.252930
	Iteration 14Q: 3 clusters Score -1.875477e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -18755446.000000 Penalty: 5921.252930
	Iteration 15Q: 3 clusters Score -1.875545e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -18755872.000000 Penalty: 5921.252930
	Iteration 16Q: 3 clusters Score -1.875587e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -18756494.000000 Penalty: 5921.252930
	Iteration 17Q: 3 clusters Score -1.875649e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99548 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -18757064.000000 Penalty: 5921.252930
	Iteration 18Q: 3 clusters Score -1.875706e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -18757794.000000 Penalty: 5921.252930
	Iteration 19Q: 3 clusters Score -1.875779e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -18758680.000000 Penalty: 5921.252930
	Iteration 20F: 3 clusters Score -1.875868e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -18759528.000000 Penalty: 5921.252930
	Iteration 21Q: 3 clusters Score -1.875953e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -18760566.000000 Penalty: 5921.252930
	Iteration 22Q: 3 clusters Score -1.876057e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -18761740.000000 Penalty: 5921.252930
	Iteration 23Q: 3 clusters Score -1.876174e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -18763014.000000 Penalty: 5921.252930
	Iteration 24Q: 3 clusters Score -1.876301e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118795 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -18764148.000000 Penalty: 5921.252930
	Iteration 25Q: 3 clusters Score -1.876415e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121597 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -18765356.000000 Penalty: 5921.252930
	Iteration 26Q: 3 clusters Score -1.876536e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124217 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -18766386.000000 Penalty: 5921.252930
	Iteration 27Q: 3 clusters Score -1.876639e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126681 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -18767534.000000 Penalty: 5921.252930
	Iteration 28Q: 3 clusters Score -1.876753e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -18768396.000000 Penalty: 5921.252930
	Iteration 29Q: 3 clusters Score -1.87684e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131045 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -18769362.000000 Penalty: 5921.252930
	Iteration 30Q: 3 clusters Score -1.876936e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -18770086.000000 Penalty: 5921.252930
	Iteration 31Q: 3 clusters Score -1.877009e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -18770790.000000 Penalty: 5921.252930
	Iteration 32Q: 3 clusters Score -1.877079e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -18771422.000000 Penalty: 5921.252930
	Iteration 33Q: 3 clusters Score -1.877142e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -18772032.000000 Penalty: 5921.252930
	Iteration 34Q: 3 clusters Score -1.877203e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -18772382.000000 Penalty: 5921.252930
	Iteration 35Q: 3 clusters Score -1.877238e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -18772822.000000 Penalty: 5921.252930
	Iteration 36Q: 3 clusters Score -1.877282e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141252 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -18773230.000000 Penalty: 5921.252930
	Iteration 37Q: 3 clusters Score -1.877323e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142155 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -18773534.000000 Penalty: 5921.252930
	Iteration 38Q: 3 clusters Score -1.877353e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -18773748.000000 Penalty: 5921.252930
	Iteration 39Q: 3 clusters Score -1.877375e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -18773934.000000 Penalty: 5921.252930
	Iteration 40F: 3 clusters Score -1.877393e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -18774130.000000 Penalty: 5921.252930
	Iteration 41Q: 3 clusters Score -1.877413e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144933 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -18774250.000000 Penalty: 5921.252930
	Iteration 42Q: 3 clusters Score -1.877425e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -18774336.000000 Penalty: 5921.252930
	Iteration 43Q: 3 clusters Score -1.877434e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145913 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -18774424.000000 Penalty: 5921.252930
	Iteration 44Q: 3 clusters Score -1.877442e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146357 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -18774452.000000 Penalty: 5921.252930
	Iteration 45Q: 3 clusters Score -1.877445e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146746 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -18774598.000000 Penalty: 5921.252930
	Iteration 46Q: 3 clusters Score -1.87746e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147069 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -18774662.000000 Penalty: 5921.252930
	Iteration 47Q: 3 clusters Score -1.877466e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -18774746.000000 Penalty: 5921.252930
	Iteration 48Q: 3 clusters Score -1.877475e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -18774804.000000 Penalty: 5921.252930
	Iteration 49Q: 3 clusters Score -1.87748e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -18774822.000000 Penalty: 5921.252930
	Iteration 50Q: 3 clusters Score -1.877482e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -18774848.000000 Penalty: 5921.252930
	Iteration 51Q: 3 clusters Score -1.877485e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -18774886.000000 Penalty: 5921.252930
	Iteration 52Q: 3 clusters Score -1.877489e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148358 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -18774910.000000 Penalty: 5921.252930
	Iteration 53Q: 3 clusters Score -1.877491e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148481 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -18774882.000000 Penalty: 5921.252930
	Iteration 54Q: 3 clusters Score -1.877488e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -18774872.000000 Penalty: 5921.252930
	Iteration 55Q: 3 clusters Score -1.877487e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148668 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -18774882.000000 Penalty: 5921.252930
	Iteration 56Q: 3 clusters Score -1.877488e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -18774900.000000 Penalty: 5921.252930
	Iteration 57Q: 3 clusters Score -1.87749e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148810 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -18774890.000000 Penalty: 5921.252930
	Iteration 58Q: 3 clusters Score -1.877489e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -18774952.000000 Penalty: 5921.252930
	Iteration 59Q: 3 clusters Score -1.877495e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -18774984.000000 Penalty: 5921.252930
	Iteration 60F: 3 clusters Score -1.877498e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -18774968.000000 Penalty: 5921.252930
	Iteration 61Q: 3 clusters Score -1.877497e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149065 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -18774998.000000 Penalty: 5921.252930
	Iteration 62Q: 3 clusters Score -1.8775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149122 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -18775016.000000 Penalty: 5921.252930
	Iteration 63Q: 3 clusters Score -1.877502e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -18775024.000000 Penalty: 5921.252930
	Iteration 64Q: 3 clusters Score -1.877502e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -18774988.000000 Penalty: 5921.252930
	Iteration 65Q: 3 clusters Score -1.877499e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149328 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -18775006.000000 Penalty: 5921.252930
	Iteration 66Q: 3 clusters Score -1.877501e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149384 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -18775030.000000 Penalty: 5921.252930
	Iteration 67Q: 3 clusters Score -1.877503e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -18775020.000000 Penalty: 5921.252930
	Iteration 68Q: 3 clusters Score -1.877502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -18775024.000000 Penalty: 5921.252930
	Iteration 69Q: 3 clusters Score -1.877502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -18775022.000000 Penalty: 5921.252930
	Iteration 70Q: 3 clusters Score -1.877502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -18775016.000000 Penalty: 5921.252930
	Iteration 71Q: 3 clusters Score -1.877502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -18775028.000000 Penalty: 5921.252930
	Iteration 72Q: 3 clusters Score -1.877503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -18775052.000000 Penalty: 5921.252930
	Iteration 73Q: 3 clusters Score -1.877505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149554 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -18775050.000000 Penalty: 5921.252930
	Iteration 74Q: 3 clusters Score -1.877505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -18775046.000000 Penalty: 5921.252930
	Iteration 75Q: 3 clusters Score -1.877505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149572 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -18775052.000000 Penalty: 5921.252930
	Iteration 76Q: 3 clusters Score -1.877505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149587 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -18775060.000000 Penalty: 5921.252930
	Iteration 77Q: 3 clusters Score -1.877506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -18775034.000000 Penalty: 5921.252930
	Iteration 78Q: 3 clusters Score -1.877503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -18775030.000000 Penalty: 5921.252930
	Iteration 79Q: 3 clusters Score -1.877503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149632 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -18775022.000000 Penalty: 5921.252930
	Iteration 80F: 3 clusters Score -1.877502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -18775036.000000 Penalty: 5921.252930
	Iteration 81Q: 3 clusters Score -1.877504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -18775030.000000 Penalty: 5921.252930
	Iteration 82Q: 3 clusters Score -1.877503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -18775036.000000 Penalty: 5921.252930
	Iteration 83Q: 3 clusters Score -1.877504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -18775034.000000 Penalty: 5921.252930
	Iteration 84Q: 3 clusters Score -1.877503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18775036.000000 Penalty: 5921.252930
	Iteration 85Q: 3 clusters Score -1.877504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149665 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -18775038.000000 Penalty: 5921.252930
	Iteration 86Q: 3 clusters Score -1.877504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18775044.000000 Penalty: 5921.252930
	Iteration 87Q: 3 clusters Score -1.877504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18775044.000000 Penalty: 5921.252930
	Iteration 88F: 3 clusters Score -1.877504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Entering Unmasked Estep 
Score: -1481076.625000 Penalty: 2333.987305
	Iteration 0F: 2 clusters Score -1481077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1471922.375000 Penalty: 4667.974609
	Iteration 0F: 3 clusters Score -1471922 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1474761.375000 Penalty: 4667.974609
	Iteration 1F: 3 clusters Score -1474761 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1475149.625000 Penalty: 4667.974609
	Iteration 2F: 3 clusters Score -1475150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1475521.000000 Penalty: 4667.974609
	Iteration 3F: 3 clusters Score -1475521 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1475909.500000 Penalty: 4667.974609
	Iteration 4F: 3 clusters Score -1475910 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1476333.125000 Penalty: 4667.974609
	Iteration 5F: 3 clusters Score -1476333 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1476763.375000 Penalty: 4667.974609
	Iteration 6F: 3 clusters Score -1476763 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1477213.000000 Penalty: 4667.974609
	Iteration 7F: 3 clusters Score -1477213 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1477692.500000 Penalty: 4667.974609
	Iteration 8F: 3 clusters Score -1477692 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1478137.000000 Penalty: 4667.974609
	Iteration 9Q: 3 clusters Score -1478137 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1478527.750000 Penalty: 4667.974609
	Iteration 10Q: 3 clusters Score -1478528 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1478851.250000 Penalty: 4667.974609
	Iteration 11Q: 3 clusters Score -1478851 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1479056.250000 Penalty: 4667.974609
	Iteration 12Q: 3 clusters Score -1479056 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1479208.625000 Penalty: 4667.974609
	Iteration 13Q: 3 clusters Score -1479209 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1479326.125000 Penalty: 4667.974609
	Iteration 14Q: 3 clusters Score -1479326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1479401.125000 Penalty: 4667.974609
	Iteration 15Q: 3 clusters Score -1479401 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1479452.625000 Penalty: 4667.974609
	Iteration 16Q: 3 clusters Score -1479453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1479507.875000 Penalty: 4667.974609
	Iteration 17Q: 3 clusters Score -1479508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1479547.750000 Penalty: 4667.974609
	Iteration 18Q: 3 clusters Score -1479548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1479575.125000 Penalty: 4667.974609
	Iteration 19Q: 3 clusters Score -1479575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1479585.875000 Penalty: 4667.974609
	Iteration 20F: 3 clusters Score -1479586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1479597.250000 Penalty: 4667.974609
	Iteration 21Q: 3 clusters Score -1479597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1479605.250000 Penalty: 4667.974609
	Iteration 22Q: 3 clusters Score -1479605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1479611.250000 Penalty: 4667.974609
	Iteration 23Q: 3 clusters Score -1479611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1479615.000000 Penalty: 4667.974609
	Iteration 24Q: 3 clusters Score -1479615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1479616.250000 Penalty: 4667.974609
	Iteration 25Q: 3 clusters Score -1479616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1479617.500000 Penalty: 4667.974609
	Iteration 26Q: 3 clusters Score -1479618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1479620.375000 Penalty: 4667.974609
	Iteration 27Q: 3 clusters Score -1479620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1479619.625000 Penalty: 4667.974609
	Iteration 28Q: 3 clusters Score -1479620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1479619.625000 Penalty: 4667.974609
	Iteration 29F: 3 clusters Score -1479620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Entering Unmasked Estep 
Score: -1741222.000000 Penalty: 2376.687988
	Iteration 0F: 2 clusters Score -1741222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1730640.875000 Penalty: 4753.375977
	Iteration 0F: 3 clusters Score -1730641 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1733911.750000 Penalty: 4753.375977
	Iteration 1F: 3 clusters Score -1733912 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1734218.500000 Penalty: 4753.375977
	Iteration 2F: 3 clusters Score -1734218 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1734461.750000 Penalty: 4753.375977
	Iteration 3Q: 3 clusters Score -1734462 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1734640.875000 Penalty: 4753.375977
	Iteration 4Q: 3 clusters Score -1734641 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1734832.625000 Penalty: 4753.375977
	Iteration 5Q: 3 clusters Score -1734833 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1735099.250000 Penalty: 4753.375977
	Iteration 6Q: 3 clusters Score -1735099 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1735505.125000 Penalty: 4753.375977
	Iteration 7Q: 3 clusters Score -1735505 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1736128.750000 Penalty: 4753.375977
	Iteration 8F: 3 clusters Score -1736129 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1736972.375000 Penalty: 4753.375977
	Iteration 9F: 3 clusters Score -1736972 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1737930.250000 Penalty: 4753.375977
	Iteration 10F: 3 clusters Score -1737930 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1738845.000000 Penalty: 4753.375977
	Iteration 11F: 3 clusters Score -1738845 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1739582.500000 Penalty: 4753.375977
	Iteration 12Q: 3 clusters Score -1739582 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1740089.500000 Penalty: 4753.375977
	Iteration 13Q: 3 clusters Score -1740090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1740431.500000 Penalty: 4753.375977
	Iteration 14Q: 3 clusters Score -1740432 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1740592.250000 Penalty: 4753.375977
	Iteration 15Q: 3 clusters Score -1740592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1740665.750000 Penalty: 4753.375977
	Iteration 16Q: 3 clusters Score -1740666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1740697.875000 Penalty: 4753.375977
	Iteration 17Q: 3 clusters Score -1740698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1740716.375000 Penalty: 4753.375977
	Iteration 18Q: 3 clusters Score -1740716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1740731.000000 Penalty: 4753.375977
	Iteration 19Q: 3 clusters Score -1740731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1740747.000000 Penalty: 4753.375977
	Iteration 20F: 3 clusters Score -1740747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1740765.500000 Penalty: 4753.375977
	Iteration 21Q: 3 clusters Score -1740766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1740778.125000 Penalty: 4753.375977
	Iteration 22Q: 3 clusters Score -1740778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1740791.375000 Penalty: 4753.375977
	Iteration 23Q: 3 clusters Score -1740791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1740797.625000 Penalty: 4753.375977
	Iteration 24Q: 3 clusters Score -1740798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1740800.375000 Penalty: 4753.375977
	Iteration 25Q: 3 clusters Score -1740800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1740800.375000 Penalty: 4753.375977
	Iteration 26F: 3 clusters Score -1740800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -161129.937500 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -161129.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158904.437500 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -158904.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159250.062500 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -159250.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159340.125000 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -159340.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -159388.843750 Penalty: 3576.199463
	Iteration 3Q: 3 clusters Score -159388.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159424.562500 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -159424.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -159451.656250 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -159451.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159485.281250 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -159485.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159514.484375 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -159514.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159570.703125 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -159570.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -159629.937500 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -159629.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -159682.546875 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -159682.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -159750.687500 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -159750.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159808.328125 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -159808.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159874.046875 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -159874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159938.078125 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -159938.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159995.000000 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -159995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160047.781250 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -160047.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -160082.906250 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -160082.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -160119.000000 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -160119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -160166.125000 Penalty: 3576.199463
	Iteration 19Q: 3 clusters Score -160166.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160199.953125 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -160200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160231.718750 Penalty: 3576.199463
	Iteration 21Q: 3 clusters Score -160231.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -160255.203125 Penalty: 3576.199463
	Iteration 22Q: 3 clusters Score -160255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160268.953125 Penalty: 3576.199463
	Iteration 23Q: 3 clusters Score -160269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160279.015625 Penalty: 3576.199463
	Iteration 24Q: 3 clusters Score -160279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -160288.312500 Penalty: 3576.199463
	Iteration 25Q: 3 clusters Score -160288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160290.750000 Penalty: 3576.199463
	Iteration 26Q: 3 clusters Score -160290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160292.812500 Penalty: 3576.199463
	Iteration 27Q: 3 clusters Score -160292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160292.812500 Penalty: 3576.199463
	Iteration 28F: 3 clusters Score -160292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Entering Unmasked Estep 
Score: -592726.187500 Penalty: 2087.343994
	Iteration 0F: 2 clusters Score -592726.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -588437.125000 Penalty: 4174.687988
	Iteration 0F: 3 clusters Score -588437.1 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -589348.125000 Penalty: 4174.687988
	Iteration 1F: 3 clusters Score -589348.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -589550.937500 Penalty: 4174.687988
	Iteration 2F: 3 clusters Score -589550.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -589664.312500 Penalty: 4174.687988
	Iteration 3F: 3 clusters Score -589664.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -589748.812500 Penalty: 4174.687988
	Iteration 4Q: 3 clusters Score -589748.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -589805.437500 Penalty: 4174.687988
	Iteration 5Q: 3 clusters Score -589805.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -589841.812500 Penalty: 4174.687988
	Iteration 6Q: 3 clusters Score -589841.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -589864.187500 Penalty: 4174.687988
	Iteration 7Q: 3 clusters Score -589864.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -589880.625000 Penalty: 4174.687988
	Iteration 8Q: 3 clusters Score -589880.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -589892.625000 Penalty: 4174.687988
	Iteration 9Q: 3 clusters Score -589892.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -589902.875000 Penalty: 4174.687988
	Iteration 10Q: 3 clusters Score -589902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -589907.937500 Penalty: 4174.687988
	Iteration 11Q: 3 clusters Score -589907.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -589916.250000 Penalty: 4174.687988
	Iteration 12Q: 3 clusters Score -589916.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -589925.250000 Penalty: 4174.687988
	Iteration 13Q: 3 clusters Score -589925.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -589934.312500 Penalty: 4174.687988
	Iteration 14Q: 3 clusters Score -589934.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -589939.187500 Penalty: 4174.687988
	Iteration 15Q: 3 clusters Score -589939.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -589947.062500 Penalty: 4174.687988
	Iteration 16Q: 3 clusters Score -589947.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -589953.750000 Penalty: 4174.687988
	Iteration 17Q: 3 clusters Score -589953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -589958.375000 Penalty: 4174.687988
	Iteration 18Q: 3 clusters Score -589958.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -589963.625000 Penalty: 4174.687988
	Iteration 19Q: 3 clusters Score -589963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -589965.937500 Penalty: 4174.687988
	Iteration 20F: 3 clusters Score -589965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -589969.812500 Penalty: 4174.687988
	Iteration 21Q: 3 clusters Score -589969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -589971.812500 Penalty: 4174.687988
	Iteration 22Q: 3 clusters Score -589971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -589973.687500 Penalty: 4174.687988
	Iteration 23Q: 3 clusters Score -589973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -589978.562500 Penalty: 4174.687988
	Iteration 24Q: 3 clusters Score -589978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -589980.250000 Penalty: 4174.687988
	Iteration 25Q: 3 clusters Score -589980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -589982.437500 Penalty: 4174.687988
	Iteration 26Q: 3 clusters Score -589982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -589986.062500 Penalty: 4174.687988
	Iteration 27Q: 3 clusters Score -589986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -589986.687500 Penalty: 4174.687988
	Iteration 28Q: 3 clusters Score -589986.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -589988.500000 Penalty: 4174.687988
	Iteration 29Q: 3 clusters Score -589988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -589990.500000 Penalty: 4174.687988
	Iteration 30Q: 3 clusters Score -589990.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -589990.937500 Penalty: 4174.687988
	Iteration 31Q: 3 clusters Score -589990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -589991.625000 Penalty: 4174.687988
	Iteration 32Q: 3 clusters Score -589991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -589993.937500 Penalty: 4174.687988
	Iteration 33Q: 3 clusters Score -589993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -589993.812500 Penalty: 4174.687988
	Iteration 34Q: 3 clusters Score -589993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -589994.750000 Penalty: 4174.687988
	Iteration 35Q: 3 clusters Score -589994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -589994.750000 Penalty: 4174.687988
	Iteration 36F: 3 clusters Score -589994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 185000 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 161313 members 
Mstep: Class 4 contains 10663 members 
Mstep: Class 6 contains 163363 members 
Mstep: Class 7 contains 154144 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 284717 members 
Mstep: Class 13 contains 96701 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 144821 members 
Mstep: Class 16 contains 76031 members 
Mstep: Class 17 contains 152972 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14522 members 
Mstep: Class 21 contains 1353 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194601312.000000 Penalty: 81526.742188
Iteration 39Q: 24 clusters Score -1.946013e+08 nChanged 32629
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 161278 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 168985 members 
Mstep: Class 7 contains 152021 members 
Mstep: Class 8 contains 4734 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 59777 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 280989 members 
Mstep: Class 13 contains 98349 members 
Mstep: Class 14 contains 2873 members 
Mstep: Class 15 contains 148547 members 
Mstep: Class 16 contains 76430 members 
Mstep: Class 17 contains 152065 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 12228 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 4529 members 
Mstep: Class 23 contains 59737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194608016.000000 Penalty: 81526.742188
Iteration 40F: 24 clusters Score -1.94608e+08 nChanged 36556
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 174911 members 
Mstep: Class 2 contains 9311 members 
Mstep: Class 3 contains 161331 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 175066 members 
Mstep: Class 7 contains 150749 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 60408 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 273819 members 
Mstep: Class 13 contains 99526 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 152737 members 
Mstep: Class 16 contains 76596 members 
Mstep: Class 17 contains 151168 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 12236 members 
Mstep: Class 20 contains 14759 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 4566 members 
Mstep: Class 23 contains 61739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609600.000000 Penalty: 81526.742188
Iteration 41Q: 24 clusters Score -1.946096e+08 nChanged 33726
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 169495 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 161496 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 179828 members 
Mstep: Class 7 contains 149704 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 60752 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 267350 members 
Mstep: Class 13 contains 100608 members 
Mstep: Class 14 contains 2926 members 
Mstep: Class 15 contains 157946 members 
Mstep: Class 16 contains 76867 members 
Mstep: Class 17 contains 150314 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 12225 members 
Mstep: Class 20 contains 14900 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 63191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194610992.000000 Penalty: 81526.742188
Iteration 42Q: 24 clusters Score -1.94611e+08 nChanged 33786
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 162033 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 182306 members 
Mstep: Class 7 contains 148495 members 
Mstep: Class 8 contains 5968 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 61064 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 260812 members 
Mstep: Class 13 contains 101637 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 164877 members 
Mstep: Class 16 contains 77177 members 
Mstep: Class 17 contains 149539 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 12223 members 
Mstep: Class 20 contains 15027 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 4643 members 
Mstep: Class 23 contains 64383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194613568.000000 Penalty: 81526.742188
Iteration 43Q: 24 clusters Score -1.946136e+08 nChanged 33804
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 161674 members 
Mstep: Class 2 contains 8672 members 
Mstep: Class 3 contains 162942 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 182526 members 
Mstep: Class 7 contains 146946 members 
Mstep: Class 8 contains 6071 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 61276 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 254076 members 
Mstep: Class 13 contains 102674 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 15 contains 173077 members 
Mstep: Class 16 contains 77462 members 
Mstep: Class 17 contains 149101 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 12207 members 
Mstep: Class 20 contains 15096 members 
Mstep: Class 21 contains 1356 members 
Mstep: Class 22 contains 4650 members 
Mstep: Class 23 contains 65354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194615440.000000 Penalty: 81526.742188
Iteration 44Q: 24 clusters Score -1.946154e+08 nChanged 33408
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 8502 members 
Mstep: Class 3 contains 163993 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 180799 members 
Mstep: Class 7 contains 144940 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 2721 members 
Mstep: Class 10 contains 61425 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 247382 members 
Mstep: Class 13 contains 103640 members 
Mstep: Class 14 contains 3205 members 
Mstep: Class 15 contains 182447 members 
Mstep: Class 16 contains 77777 members 
Mstep: Class 17 contains 148601 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 12217 members 
Mstep: Class 20 contains 15174 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 4607 members 
Mstep: Class 23 contains 66125 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 24 clusters Score -1.946191e+08 nChanged 33833
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159163 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 165175 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 177772 members 
Mstep: Class 7 contains 142238 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 61500 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 240395 members 
Mstep: Class 13 contains 104498 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 15 contains 193215 members 
Mstep: Class 16 contains 78116 members 
Mstep: Class 17 contains 148116 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 12216 members 
Mstep: Class 20 contains 15240 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 66775 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 24 clusters Score -1.946209e+08 nChanged 35558
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 166196 members 
Mstep: Class 4 contains 10602 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 173834 members 
Mstep: Class 7 contains 138381 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 2807 members 
Mstep: Class 10 contains 61512 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 232981 members 
Mstep: Class 13 contains 105182 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 206071 members 
Mstep: Class 16 contains 78568 members 
Mstep: Class 17 contains 147598 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 12201 members 
Mstep: Class 20 contains 15324 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 4290 members 
Mstep: Class 23 contains 67458 members 
Entering Unmasked Estep 
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Iteration 47Q: 24 clusters Score -1.946229e+08 nChanged 39276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 166990 members 
Mstep: Class 4 contains 10606 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 169265 members 
Mstep: Class 7 contains 132811 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 2832 members 
Mstep: Class 10 contains 61512 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 225135 members 
Mstep: Class 13 contains 105767 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 15 contains 221328 members 
Mstep: Class 16 contains 79157 members 
Mstep: Class 17 contains 147090 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 15429 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 4028 members 
Mstep: Class 23 contains 68122 members 
Entering Unmasked Estep 
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Iteration 48Q: 24 clusters Score -1.946261e+08 nChanged 41490
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 161759 members 
Mstep: Class 2 contains 7759 members 
Mstep: Class 3 contains 167794 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 2923 members 
Mstep: Class 6 contains 164840 members 
Mstep: Class 7 contains 126485 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 61498 members 
Mstep: Class 11 contains 4942 members 
Mstep: Class 12 contains 216956 members 
Mstep: Class 13 contains 106212 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 236676 members 
Mstep: Class 16 contains 79918 members 
Mstep: Class 17 contains 146913 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 12093 members 
Mstep: Class 20 contains 15579 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 68749 members 
Entering Unmasked Estep 
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Iteration 49Q: 24 clusters Score -1.946291e+08 nChanged 39929
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 7516 members 
Mstep: Class 3 contains 168913 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 161233 members 
Mstep: Class 7 contains 120506 members 
Mstep: Class 8 contains 6208 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 61535 members 
Mstep: Class 11 contains 4890 members 
Mstep: Class 12 contains 209162 members 
Mstep: Class 13 contains 106710 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 249229 members 
Mstep: Class 16 contains 80881 members 
Mstep: Class 17 contains 147091 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 12079 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 3437 members 
Mstep: Class 23 contains 69323 members 
Entering Unmasked Estep 
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Iteration 50Q: 24 clusters Score -1.946322e+08 nChanged 35978
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 165582 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 170274 members 
Mstep: Class 4 contains 10595 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 159014 members 
Mstep: Class 7 contains 115715 members 
Mstep: Class 8 contains 6184 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 61565 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 202417 members 
Mstep: Class 13 contains 107191 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 257169 members 
Mstep: Class 16 contains 82088 members 
Mstep: Class 17 contains 147670 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 12032 members 
Mstep: Class 20 contains 15880 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 3203 members 
Mstep: Class 23 contains 69826 members 
Entering Unmasked Estep 
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Iteration 51Q: 24 clusters Score -1.946317e+08 nChanged 31350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 167665 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 171886 members 
Mstep: Class 4 contains 10607 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 158284 members 
Mstep: Class 7 contains 112219 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 61613 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 196735 members 
Mstep: Class 13 contains 107652 members 
Mstep: Class 14 contains 3627 members 
Mstep: Class 15 contains 260233 members 
Mstep: Class 16 contains 83600 members 
Mstep: Class 17 contains 148543 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 12033 members 
Mstep: Class 20 contains 16009 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 3030 members 
Mstep: Class 23 contains 70273 members 
Entering Unmasked Estep 
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Iteration 52Q: 24 clusters Score -1.946332e+08 nChanged 27528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 173788 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 158660 members 
Mstep: Class 7 contains 109739 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 61775 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 12 contains 191951 members 
Mstep: Class 13 contains 108197 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 259152 members 
Mstep: Class 16 contains 85277 members 
Mstep: Class 17 contains 149676 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 12077 members 
Mstep: Class 20 contains 16145 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 70715 members 
Entering Unmasked Estep 
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Iteration 53Q: 24 clusters Score -1.946333e+08 nChanged 24572
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 171844 members 
Mstep: Class 2 contains 6786 members 
Mstep: Class 3 contains 175966 members 
Mstep: Class 4 contains 10601 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 159927 members 
Mstep: Class 7 contains 108049 members 
Mstep: Class 8 contains 6218 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 62048 members 
Mstep: Class 11 contains 4784 members 
Mstep: Class 12 contains 187778 members 
Mstep: Class 13 contains 108785 members 
Mstep: Class 14 contains 3703 members 
Mstep: Class 15 contains 255130 members 
Mstep: Class 16 contains 87165 members 
Mstep: Class 17 contains 150911 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 12136 members 
Mstep: Class 20 contains 16286 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 71102 members 
Entering Unmasked Estep 
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Iteration 54Q: 24 clusters Score -1.946349e+08 nChanged 22673
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 173823 members 
Mstep: Class 2 contains 6640 members 
Mstep: Class 3 contains 178171 members 
Mstep: Class 4 contains 10589 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 161574 members 
Mstep: Class 7 contains 106879 members 
Mstep: Class 8 contains 6221 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 10 contains 62313 members 
Mstep: Class 11 contains 4773 members 
Mstep: Class 12 contains 184270 members 
Mstep: Class 13 contains 109378 members 
Mstep: Class 14 contains 3732 members 
Mstep: Class 15 contains 249396 members 
Mstep: Class 16 contains 89159 members 
Mstep: Class 17 contains 152216 members 
Mstep: Class 18 contains 2634 members 
Mstep: Class 19 contains 12209 members 
Mstep: Class 20 contains 16429 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 71503 members 
Entering Unmasked Estep 
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Iteration 55Q: 24 clusters Score -1.94637e+08 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 6507 members 
Mstep: Class 3 contains 180381 members 
Mstep: Class 4 contains 10573 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 163534 members 
Mstep: Class 7 contains 106022 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 62593 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 109980 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 15 contains 242605 members 
Mstep: Class 16 contains 91221 members 
Mstep: Class 17 contains 153645 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 12268 members 
Mstep: Class 20 contains 16554 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 71867 members 
Entering Unmasked Estep 
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Iteration 56Q: 24 clusters Score -1.946392e+08 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 6335 members 
Mstep: Class 3 contains 182529 members 
Mstep: Class 4 contains 10525 members 
Mstep: Class 5 contains 2920 members 
Mstep: Class 6 contains 165481 members 
Mstep: Class 7 contains 105341 members 
Mstep: Class 8 contains 6231 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 62936 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 178773 members 
Mstep: Class 13 contains 110551 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 235427 members 
Mstep: Class 16 contains 93243 members 
Mstep: Class 17 contains 155166 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 12327 members 
Mstep: Class 20 contains 16671 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 72116 members 
Entering Unmasked Estep 
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Iteration 57Q: 24 clusters Score -1.946411e+08 nChanged 19453
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 178441 members 
Mstep: Class 2 contains 6151 members 
Mstep: Class 3 contains 184416 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 167367 members 
Mstep: Class 7 contains 104801 members 
Mstep: Class 8 contains 6225 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 63225 members 
Mstep: Class 11 contains 4797 members 
Mstep: Class 12 contains 176624 members 
Mstep: Class 13 contains 111093 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 228224 members 
Mstep: Class 16 contains 95399 members 
Mstep: Class 17 contains 156724 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 12387 members 
Mstep: Class 20 contains 16807 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 72344 members 
Entering Unmasked Estep 
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Iteration 58Q: 24 clusters Score -1.946415e+08 nChanged 18985
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 179757 members 
Mstep: Class 2 contains 6010 members 
Mstep: Class 3 contains 185923 members 
Mstep: Class 4 contains 10437 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 169051 members 
Mstep: Class 7 contains 104317 members 
Mstep: Class 8 contains 6223 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 63495 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 174803 members 
Mstep: Class 13 contains 111696 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 221171 members 
Mstep: Class 16 contains 97580 members 
Mstep: Class 17 contains 158293 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 12425 members 
Mstep: Class 20 contains 16935 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 72555 members 
Entering Unmasked Estep 
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Iteration 59Q: 24 clusters Score -1.946428e+08 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 180831 members 
Mstep: Class 2 contains 5849 members 
Mstep: Class 3 contains 187272 members 
Mstep: Class 4 contains 10381 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 170731 members 
Mstep: Class 7 contains 103839 members 
Mstep: Class 8 contains 6224 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 63720 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 173195 members 
Mstep: Class 13 contains 112261 members 
Mstep: Class 14 contains 3816 members 
Mstep: Class 15 contains 214480 members 
Mstep: Class 16 contains 99733 members 
Mstep: Class 17 contains 159826 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 12480 members 
Mstep: Class 20 contains 17057 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 72768 members 
Entering Unmasked Estep 
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Iteration 60F: 24 clusters Score -1.946507e+08 nChanged 21720
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 181659 members 
Mstep: Class 2 contains 5675 members 
Mstep: Class 3 contains 188015 members 
Mstep: Class 4 contains 10302 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 171244 members 
Mstep: Class 7 contains 102555 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 63838 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 170400 members 
Mstep: Class 13 contains 112617 members 
Mstep: Class 14 contains 3832 members 
Mstep: Class 15 contains 213146 members 
Mstep: Class 16 contains 101657 members 
Mstep: Class 17 contains 160673 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 17161 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 72935 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -1.946502e+08 nChanged 19564
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 182496 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 3 contains 188701 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 172241 members 
Mstep: Class 7 contains 101634 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 63922 members 
Mstep: Class 11 contains 4860 members 
Mstep: Class 12 contains 168540 members 
Mstep: Class 13 contains 113026 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 209849 members 
Mstep: Class 16 contains 103579 members 
Mstep: Class 17 contains 161634 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 12521 members 
Mstep: Class 20 contains 17274 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 73119 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -1.946513e+08 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 189338 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 173491 members 
Mstep: Class 7 contains 100873 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 64020 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 167242 members 
Mstep: Class 13 contains 113462 members 
Mstep: Class 14 contains 3861 members 
Mstep: Class 15 contains 205769 members 
Mstep: Class 16 contains 105491 members 
Mstep: Class 17 contains 162568 members 
Mstep: Class 18 contains 2733 members 
Mstep: Class 19 contains 12556 members 
Mstep: Class 20 contains 17373 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 73341 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -1.946536e+08 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 183665 members 
Mstep: Class 2 contains 5231 members 
Mstep: Class 3 contains 189940 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 174816 members 
Mstep: Class 7 contains 100272 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 2988 members 
Mstep: Class 10 contains 64079 members 
Mstep: Class 11 contains 4893 members 
Mstep: Class 12 contains 166385 members 
Mstep: Class 13 contains 113851 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 15 contains 201447 members 
Mstep: Class 16 contains 107282 members 
Mstep: Class 17 contains 163403 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 12583 members 
Mstep: Class 20 contains 17476 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 73595 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -1.946561e+08 nChanged 15483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 190080 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 175955 members 
Mstep: Class 7 contains 99719 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 64118 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 166059 members 
Mstep: Class 13 contains 114190 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 197589 members 
Mstep: Class 16 contains 108913 members 
Mstep: Class 17 contains 164130 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 17575 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 2710 members 
Mstep: Class 23 contains 73824 members 
Entering Unmasked Estep 
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Iteration 65Q: 24 clusters Score -1.946581e+08 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 184504 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 189992 members 
Mstep: Class 4 contains 10148 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 177003 members 
Mstep: Class 7 contains 99273 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 64148 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 166072 members 
Mstep: Class 13 contains 114448 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 193987 members 
Mstep: Class 16 contains 110475 members 
Mstep: Class 17 contains 164697 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 17667 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 74049 members 
Entering Unmasked Estep 
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Iteration 66Q: 24 clusters Score -1.946598e+08 nChanged 13996
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 184896 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 189750 members 
Mstep: Class 4 contains 10137 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 177832 members 
Mstep: Class 7 contains 98834 members 
Mstep: Class 8 contains 6203 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 64190 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 12 contains 166496 members 
Mstep: Class 13 contains 114693 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 190644 members 
Mstep: Class 16 contains 111929 members 
Mstep: Class 17 contains 165136 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 12642 members 
Mstep: Class 20 contains 17749 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 74242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661344.000000 Penalty: 81526.742188
Iteration 67Q: 24 clusters Score -1.946613e+08 nChanged 13097
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 189201 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 178388 members 
Mstep: Class 7 contains 98447 members 
Mstep: Class 8 contains 6193 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 64226 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 167346 members 
Mstep: Class 13 contains 114873 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 187799 members 
Mstep: Class 16 contains 113249 members 
Mstep: Class 17 contains 165450 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 17843 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 74380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662864.000000 Penalty: 81526.742188
Iteration 68Q: 24 clusters Score -1.946629e+08 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 185636 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 188397 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 178781 members 
Mstep: Class 7 contains 98087 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 64228 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 168601 members 
Mstep: Class 13 contains 115046 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 185290 members 
Mstep: Class 16 contains 114410 members 
Mstep: Class 17 contains 165688 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 12658 members 
Mstep: Class 20 contains 17921 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 74497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665472.000000 Penalty: 81526.742188
Iteration 69Q: 24 clusters Score -1.946655e+08 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 185959 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 187496 members 
Mstep: Class 4 contains 10127 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 178994 members 
Mstep: Class 7 contains 97738 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 64242 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 170087 members 
Mstep: Class 13 contains 115210 members 
Mstep: Class 14 contains 4018 members 
Mstep: Class 15 contains 182960 members 
Mstep: Class 16 contains 115448 members 
Mstep: Class 17 contains 165863 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 17987 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 2691 members 
Mstep: Class 23 contains 74689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665872.000000 Penalty: 81526.742188
Iteration 70Q: 24 clusters Score -1.946659e+08 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186272 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 186176 members 
Mstep: Class 4 contains 10110 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 179095 members 
Mstep: Class 7 contains 97431 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 64208 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 172064 members 
Mstep: Class 13 contains 115364 members 
Mstep: Class 14 contains 4035 members 
Mstep: Class 15 contains 180845 members 
Mstep: Class 16 contains 116413 members 
Mstep: Class 17 contains 165906 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 18074 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 74904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666576.000000 Penalty: 81526.742188
Iteration 71Q: 24 clusters Score -1.946666e+08 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186480 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 184611 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 179271 members 
Mstep: Class 7 contains 97113 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 64201 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 12 contains 174270 members 
Mstep: Class 13 contains 115522 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 178806 members 
Mstep: Class 16 contains 117299 members 
Mstep: Class 17 contains 165937 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 12731 members 
Mstep: Class 20 contains 18193 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 2670 members 
Mstep: Class 23 contains 75118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667504.000000 Penalty: 81526.742188
Iteration 72Q: 24 clusters Score -1.946675e+08 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186687 members 
Mstep: Class 2 contains 4094 members 
Mstep: Class 3 contains 182860 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 179419 members 
Mstep: Class 7 contains 96788 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 64157 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 176766 members 
Mstep: Class 13 contains 115725 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 176841 members 
Mstep: Class 16 contains 118070 members 
Mstep: Class 17 contains 165952 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 18281 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 2664 members 
Mstep: Class 23 contains 75347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668560.000000 Penalty: 81526.742188
Iteration 73Q: 24 clusters Score -1.946686e+08 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 181028 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 179463 members 
Mstep: Class 7 contains 96448 members 
Mstep: Class 8 contains 6190 members 
Mstep: Class 9 contains 2997 members 
Mstep: Class 10 contains 64115 members 
Mstep: Class 11 contains 5099 members 
Mstep: Class 12 contains 179431 members 
Mstep: Class 13 contains 115885 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 175044 members 
Mstep: Class 16 contains 118753 members 
Mstep: Class 17 contains 165869 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 12735 members 
Mstep: Class 20 contains 18362 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 2659 members 
Mstep: Class 23 contains 75617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669344.000000 Penalty: 81526.742188
Iteration 74Q: 24 clusters Score -1.946693e+08 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186991 members 
Mstep: Class 2 contains 3942 members 
Mstep: Class 3 contains 179041 members 
Mstep: Class 4 contains 10071 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 179539 members 
Mstep: Class 7 contains 96137 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 64070 members 
Mstep: Class 11 contains 5110 members 
Mstep: Class 12 contains 182338 members 
Mstep: Class 13 contains 116052 members 
Mstep: Class 14 contains 4119 members 
Mstep: Class 15 contains 173361 members 
Mstep: Class 16 contains 119324 members 
Mstep: Class 17 contains 165751 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 12735 members 
Mstep: Class 20 contains 18462 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 2650 members 
Mstep: Class 23 contains 75907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669584.000000 Penalty: 81526.742188
Iteration 75Q: 24 clusters Score -1.946696e+08 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 3889 members 
Mstep: Class 3 contains 176929 members 
Mstep: Class 4 contains 10056 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 179758 members 
Mstep: Class 7 contains 95876 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 64026 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 185353 members 
Mstep: Class 13 contains 116158 members 
Mstep: Class 14 contains 4159 members 
Mstep: Class 15 contains 171746 members 
Mstep: Class 16 contains 119837 members 
Mstep: Class 17 contains 165575 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 12719 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 76244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670496.000000 Penalty: 81526.742188
Iteration 76Q: 24 clusters Score -1.946705e+08 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186899 members 
Mstep: Class 2 contains 3844 members 
Mstep: Class 3 contains 174728 members 
Mstep: Class 4 contains 10026 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 180060 members 
Mstep: Class 7 contains 95636 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 63988 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 188571 members 
Mstep: Class 13 contains 116244 members 
Mstep: Class 14 contains 4197 members 
Mstep: Class 15 contains 170168 members 
Mstep: Class 16 contains 120220 members 
Mstep: Class 17 contains 165307 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 18647 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 2615 members 
Mstep: Class 23 contains 76617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671680.000000 Penalty: 81526.742188
Iteration 77Q: 24 clusters Score -1.946717e+08 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 186761 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 172556 members 
Mstep: Class 4 contains 10011 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 180343 members 
Mstep: Class 7 contains 95421 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 63924 members 
Mstep: Class 11 contains 5148 members 
Mstep: Class 12 contains 191779 members 
Mstep: Class 13 contains 116282 members 
Mstep: Class 14 contains 4236 members 
Mstep: Class 15 contains 168791 members 
Mstep: Class 16 contains 120485 members 
Mstep: Class 17 contains 164995 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 18747 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 77022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672240.000000 Penalty: 81526.742188
Iteration 78Q: 24 clusters Score -1.946722e+08 nChanged 10142
Entering ConstructFrom: 
Score: -194672240.000000 Penalty: 81526.742188
Entering ConstructFrom: 
Trying to split cluster 1 (186576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186576 members 
Entering Unmasked Estep 
Score: -22938296.000000 Penalty: 3009.875244
	Iteration 0F: 2 clusters Score -2.29383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -22818236.000000 Penalty: 6019.750488
	Iteration 0F: 3 clusters Score -2.281824e+07 nChanged 89816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -22874046.000000 Penalty: 6019.750488
	Iteration 1F: 3 clusters Score -2.287405e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -22879292.000000 Penalty: 6019.750488
	Iteration 2Q: 3 clusters Score -2.287929e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92025 members 
Mstep: Class 2 contains 94551 members 
Entering Unmasked Estep 
Score: -22886840.000000 Penalty: 6019.750488
	Iteration 3F: 3 clusters Score -2.288684e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 99207 members 
Entering Unmasked Estep 
Score: -22896582.000000 Penalty: 6019.750488
	Iteration 4F: 3 clusters Score -2.289658e+07 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -22909134.000000 Penalty: 6019.750488
	Iteration 5F: 3 clusters Score -2.290913e+07 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72823 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -22921254.000000 Penalty: 6019.750488
	Iteration 6F: 3 clusters Score -2.292125e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 119770 members 
Entering Unmasked Estep 
Score: -22928838.000000 Penalty: 6019.750488
	Iteration 7F: 3 clusters Score -2.292884e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 124119 members 
Entering Unmasked Estep 
Score: -22932312.000000 Penalty: 6019.750488
	Iteration 8Q: 3 clusters Score -2.293231e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -22934344.000000 Penalty: 6019.750488
	Iteration 9Q: 3 clusters Score -2.293434e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 130625 members 
Entering Unmasked Estep 
Score: -22935610.000000 Penalty: 6019.750488
	Iteration 10Q: 3 clusters Score -2.293561e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 133141 members 
Entering Unmasked Estep 
Score: -22936508.000000 Penalty: 6019.750488
	Iteration 11Q: 3 clusters Score -2.293651e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -22937152.000000 Penalty: 6019.750488
	Iteration 12Q: 3 clusters Score -2.293715e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 137667 members 
Entering Unmasked Estep 
Score: -22937758.000000 Penalty: 6019.750488
	Iteration 13Q: 3 clusters Score -2.293776e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 139848 members 
Entering Unmasked Estep 
Score: -22938176.000000 Penalty: 6019.750488
	Iteration 14Q: 3 clusters Score -2.293818e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 141873 members 
Entering Unmasked Estep 
Score: -22938618.000000 Penalty: 6019.750488
	Iteration 15Q: 3 clusters Score -2.293862e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -22939074.000000 Penalty: 6019.750488
	Iteration 16Q: 3 clusters Score -2.293907e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -22939528.000000 Penalty: 6019.750488
	Iteration 17Q: 3 clusters Score -2.293953e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -22939760.000000 Penalty: 6019.750488
	Iteration 18Q: 3 clusters Score -2.293976e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -22939968.000000 Penalty: 6019.750488
	Iteration 19Q: 3 clusters Score -2.293997e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 150597 members 
Entering Unmasked Estep 
Score: -22940264.000000 Penalty: 6019.750488
	Iteration 20F: 3 clusters Score -2.294026e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -22940662.000000 Penalty: 6019.750488
	Iteration 21Q: 3 clusters Score -2.294066e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 153673 members 
Entering Unmasked Estep 
Score: -22940850.000000 Penalty: 6019.750488
	Iteration 22Q: 3 clusters Score -2.294085e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -22941146.000000 Penalty: 6019.750488
	Iteration 23Q: 3 clusters Score -2.294115e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -22941402.000000 Penalty: 6019.750488
	Iteration 24Q: 3 clusters Score -2.29414e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 158017 members 
Entering Unmasked Estep 
Score: -22941468.000000 Penalty: 6019.750488
	Iteration 25Q: 3 clusters Score -2.294147e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 159366 members 
Entering Unmasked Estep 
Score: -22941790.000000 Penalty: 6019.750488
	Iteration 26Q: 3 clusters Score -2.294179e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 160714 members 
Entering Unmasked Estep 
Score: -22941948.000000 Penalty: 6019.750488
	Iteration 27Q: 3 clusters Score -2.294195e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 162025 members 
Entering Unmasked Estep 
Score: -22942120.000000 Penalty: 6019.750488
	Iteration 28Q: 3 clusters Score -2.294212e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 163231 members 
Entering Unmasked Estep 
Score: -22942120.000000 Penalty: 6019.750488
	Iteration 29Q: 3 clusters Score -2.294212e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 164426 members 
Entering Unmasked Estep 
Score: -22942148.000000 Penalty: 6019.750488
	Iteration 30Q: 3 clusters Score -2.294215e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -22942222.000000 Penalty: 6019.750488
	Iteration 31Q: 3 clusters Score -2.294222e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 166541 members 
Entering Unmasked Estep 
Score: -22942180.000000 Penalty: 6019.750488
	Iteration 32Q: 3 clusters Score -2.294218e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -22942082.000000 Penalty: 6019.750488
	Iteration 33Q: 3 clusters Score -2.294208e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -22942182.000000 Penalty: 6019.750488
	Iteration 34Q: 3 clusters Score -2.294218e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 169394 members 
Entering Unmasked Estep 
Score: -22942246.000000 Penalty: 6019.750488
	Iteration 35Q: 3 clusters Score -2.294225e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 170225 members 
Entering Unmasked Estep 
Score: -22942252.000000 Penalty: 6019.750488
	Iteration 36Q: 3 clusters Score -2.294225e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 171035 members 
Entering Unmasked Estep 
Score: -22942156.000000 Penalty: 6019.750488
	Iteration 37Q: 3 clusters Score -2.294216e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 171774 members 
Entering Unmasked Estep 
Score: -22942052.000000 Penalty: 6019.750488
	Iteration 38Q: 3 clusters Score -2.294205e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -22942014.000000 Penalty: 6019.750488
	Iteration 39Q: 3 clusters Score -2.294201e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -22941994.000000 Penalty: 6019.750488
	Iteration 40F: 3 clusters Score -2.294199e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -22941948.000000 Penalty: 6019.750488
	Iteration 41Q: 3 clusters Score -2.294195e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -22941910.000000 Penalty: 6019.750488
	Iteration 42Q: 3 clusters Score -2.294191e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -22941896.000000 Penalty: 6019.750488
	Iteration 43Q: 3 clusters Score -2.29419e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 175045 members 
Entering Unmasked Estep 
Score: -22941860.000000 Penalty: 6019.750488
	Iteration 44Q: 3 clusters Score -2.294186e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 175467 members 
Entering Unmasked Estep 
Score: -22941822.000000 Penalty: 6019.750488
	Iteration 45Q: 3 clusters Score -2.294182e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 175849 members 
Entering Unmasked Estep 
Score: -22941820.000000 Penalty: 6019.750488
	Iteration 46Q: 3 clusters Score -2.294182e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -22941716.000000 Penalty: 6019.750488
	Iteration 47Q: 3 clusters Score -2.294172e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 176524 members 
Entering Unmasked Estep 
Score: -22941676.000000 Penalty: 6019.750488
	Iteration 48Q: 3 clusters Score -2.294168e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 176807 members 
Entering Unmasked Estep 
Score: -22941612.000000 Penalty: 6019.750488
	Iteration 49Q: 3 clusters Score -2.294161e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -22941554.000000 Penalty: 6019.750488
	Iteration 50Q: 3 clusters Score -2.294155e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -22941520.000000 Penalty: 6019.750488
	Iteration 51Q: 3 clusters Score -2.294152e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -22941444.000000 Penalty: 6019.750488
	Iteration 52Q: 3 clusters Score -2.294144e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 177811 members 
Entering Unmasked Estep 
Score: -22941448.000000 Penalty: 6019.750488
	Iteration 53Q: 3 clusters Score -2.294145e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -22941440.000000 Penalty: 6019.750488
	Iteration 54Q: 3 clusters Score -2.294144e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 178156 members 
Entering Unmasked Estep 
Score: -22941404.000000 Penalty: 6019.750488
	Iteration 55Q: 3 clusters Score -2.29414e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 178297 members 
Entering Unmasked Estep 
Score: -22941430.000000 Penalty: 6019.750488
	Iteration 56Q: 3 clusters Score -2.294143e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 178434 members 
Entering Unmasked Estep 
Score: -22941422.000000 Penalty: 6019.750488
	Iteration 57Q: 3 clusters Score -2.294142e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -22941424.000000 Penalty: 6019.750488
	Iteration 58Q: 3 clusters Score -2.294142e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 178683 members 
Entering Unmasked Estep 
Score: -22941432.000000 Penalty: 6019.750488
	Iteration 59Q: 3 clusters Score -2.294143e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -22941372.000000 Penalty: 6019.750488
	Iteration 60F: 3 clusters Score -2.294137e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 178887 members 
Entering Unmasked Estep 
Score: -22941366.000000 Penalty: 6019.750488
	Iteration 61Q: 3 clusters Score -2.294137e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 178984 members 
Entering Unmasked Estep 
Score: -22941290.000000 Penalty: 6019.750488
	Iteration 62Q: 3 clusters Score -2.294129e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 179071 members 
Entering Unmasked Estep 
Score: -22941282.000000 Penalty: 6019.750488
	Iteration 63Q: 3 clusters Score -2.294128e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 179137 members 
Entering Unmasked Estep 
Score: -22941248.000000 Penalty: 6019.750488
	Iteration 64Q: 3 clusters Score -2.294125e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 179208 members 
Entering Unmasked Estep 
Score: -22941240.000000 Penalty: 6019.750488
	Iteration 65Q: 3 clusters Score -2.294124e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -22941246.000000 Penalty: 6019.750488
	Iteration 66Q: 3 clusters Score -2.294125e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 179322 members 
Entering Unmasked Estep 
Score: -22941212.000000 Penalty: 6019.750488
	Iteration 67Q: 3 clusters Score -2.294121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 179359 members 
Entering Unmasked Estep 
Score: -22941174.000000 Penalty: 6019.750488
	Iteration 68Q: 3 clusters Score -2.294117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 179396 members 
Entering Unmasked Estep 
Score: -22941188.000000 Penalty: 6019.750488
	Iteration 69Q: 3 clusters Score -2.294119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -22941164.000000 Penalty: 6019.750488
	Iteration 70Q: 3 clusters Score -2.294116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 179471 members 
Entering Unmasked Estep 
Score: -22941156.000000 Penalty: 6019.750488
	Iteration 71Q: 3 clusters Score -2.294116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 179489 members 
Entering Unmasked Estep 
Score: -22941148.000000 Penalty: 6019.750488
	Iteration 72Q: 3 clusters Score -2.294115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 179506 members 
Entering Unmasked Estep 
Score: -22941166.000000 Penalty: 6019.750488
	Iteration 73Q: 3 clusters Score -2.294117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -22941168.000000 Penalty: 6019.750488
	Iteration 74Q: 3 clusters Score -2.294117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 179542 members 
Entering Unmasked Estep 
Score: -22941158.000000 Penalty: 6019.750488
	Iteration 75Q: 3 clusters Score -2.294116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -22941154.000000 Penalty: 6019.750488
	Iteration 76Q: 3 clusters Score -2.294115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 179560 members 
Entering Unmasked Estep 
Score: -22941160.000000 Penalty: 6019.750488
	Iteration 77Q: 3 clusters Score -2.294116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 179568 members 
Entering Unmasked Estep 
Score: -22941172.000000 Penalty: 6019.750488
	Iteration 78Q: 3 clusters Score -2.294117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 179574 members 
Entering Unmasked Estep 
Score: -22941174.000000 Penalty: 6019.750488
	Iteration 79Q: 3 clusters Score -2.294117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 179580 members 
Entering Unmasked Estep 
Score: -22941160.000000 Penalty: 6019.750488
	Iteration 80F: 3 clusters Score -2.294116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 179586 members 
Entering Unmasked Estep 
Score: -22941160.000000 Penalty: 6019.750488
	Iteration 81Q: 3 clusters Score -2.294116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 179594 members 
Entering Unmasked Estep 
Score: -22941142.000000 Penalty: 6019.750488
	Iteration 82Q: 3 clusters Score -2.294114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -22941148.000000 Penalty: 6019.750488
	Iteration 83Q: 3 clusters Score -2.294115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -22941132.000000 Penalty: 6019.750488
	Iteration 84Q: 3 clusters Score -2.294113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -22941132.000000 Penalty: 6019.750488
	Iteration 85F: 3 clusters Score -2.294113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 170577 members 
Mstep: Class 4 contains 10000 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 180621 members 
Mstep: Class 7 contains 95158 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 12 contains 194899 members 
Mstep: Class 13 contains 116292 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 167511 members 
Mstep: Class 16 contains 120699 members 
Mstep: Class 17 contains 164703 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 18845 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 77434 members 
Mstep: Class 24 contains 179601 members 
Entering Unmasked Estep 
Score: -194675600.000000 Penalty: 85071.390625
Splitting cluster 1 changes total score from -194672240.000000 to -194675600.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 2 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -478547.625000 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -478547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -474852.562500 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -474852.6 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -475628.093750 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -475628.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -475768.312500 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -475768.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -475844.437500 Penalty: 4083.290283
	Iteration 3Q: 3 clusters Score -475844.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -475906.250000 Penalty: 4083.290283
	Iteration 4Q: 3 clusters Score -475906.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -475957.000000 Penalty: 4083.290283
	Iteration 5Q: 3 clusters Score -475957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -475991.281250 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -475991.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -476019.218750 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -476019.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -476037.875000 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -476037.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -476050.687500 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -476050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -476058.062500 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -476058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -476064.218750 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -476064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -476067.562500 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -476067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -476073.125000 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -476073.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -476078.343750 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -476078.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -476082.750000 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -476082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -476088.906250 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -476088.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -476092.656250 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -476092.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -476096.406250 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -476096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -476098.968750 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -476099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -476100.656250 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -476100.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -476104.031250 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -476104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -476106.031250 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -476106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -476110.156250 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -476110.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -476112.562500 Penalty: 4083.290283
	Iteration 24Q: 3 clusters Score -476112.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -476115.625000 Penalty: 4083.290283
	Iteration 25Q: 3 clusters Score -476115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -476116.312500 Penalty: 4083.290283
	Iteration 26Q: 3 clusters Score -476116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -476117.093750 Penalty: 4083.290283
	Iteration 27Q: 3 clusters Score -476117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -476118.656250 Penalty: 4083.290283
	Iteration 28Q: 3 clusters Score -476118.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -476118.125000 Penalty: 4083.290283
	Iteration 29Q: 3 clusters Score -476118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -476118.375000 Penalty: 4083.290283
	Iteration 30Q: 3 clusters Score -476118.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -476118.375000 Penalty: 4083.290283
	Iteration 31F: 3 clusters Score -476118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (170577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Entering Unmasked Estep 
Score: -20977450.000000 Penalty: 2987.641602
	Iteration 0F: 2 clusters Score -2.097745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -20864988.000000 Penalty: 5975.283203
	Iteration 0F: 3 clusters Score -2.086499e+07 nChanged 81695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 82317 members 
Entering Unmasked Estep 
Score: -20912932.000000 Penalty: 5975.283203
	Iteration 1F: 3 clusters Score -2.091293e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -20914620.000000 Penalty: 5975.283203
	Iteration 2Q: 3 clusters Score -2.091462e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -20917240.000000 Penalty: 5975.283203
	Iteration 3Q: 3 clusters Score -2.091724e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 73900 members 
Entering Unmasked Estep 
Score: -20920812.000000 Penalty: 5975.283203
	Iteration 4Q: 3 clusters Score -2.092081e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -20925750.000000 Penalty: 5975.283203
	Iteration 5Q: 3 clusters Score -2.092575e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -20932012.000000 Penalty: 5975.283203
	Iteration 6F: 3 clusters Score -2.093201e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -20938910.000000 Penalty: 5975.283203
	Iteration 7F: 3 clusters Score -2.093891e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122761 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -20945838.000000 Penalty: 5975.283203
	Iteration 8F: 3 clusters Score -2.094584e+07 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129518 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -20951976.000000 Penalty: 5975.283203
	Iteration 9F: 3 clusters Score -2.095198e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -20956498.000000 Penalty: 5975.283203
	Iteration 10Q: 3 clusters Score -2.09565e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140507 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -20960124.000000 Penalty: 5975.283203
	Iteration 11Q: 3 clusters Score -2.096012e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144870 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -20962804.000000 Penalty: 5975.283203
	Iteration 12Q: 3 clusters Score -2.09628e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -20965130.000000 Penalty: 5975.283203
	Iteration 13Q: 3 clusters Score -2.096513e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152295 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -20967072.000000 Penalty: 5975.283203
	Iteration 14Q: 3 clusters Score -2.096707e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -20968578.000000 Penalty: 5975.283203
	Iteration 15Q: 3 clusters Score -2.096858e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -20969950.000000 Penalty: 5975.283203
	Iteration 16Q: 3 clusters Score -2.096995e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160646 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -20971148.000000 Penalty: 5975.283203
	Iteration 17Q: 3 clusters Score -2.097115e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162741 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -20972120.000000 Penalty: 5975.283203
	Iteration 18Q: 3 clusters Score -2.097212e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -20972930.000000 Penalty: 5975.283203
	Iteration 19Q: 3 clusters Score -2.097293e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -20973504.000000 Penalty: 5975.283203
	Iteration 20F: 3 clusters Score -2.09735e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -20973852.000000 Penalty: 5975.283203
	Iteration 21Q: 3 clusters Score -2.097385e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -20974136.000000 Penalty: 5975.283203
	Iteration 22Q: 3 clusters Score -2.097414e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168015 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20974376.000000 Penalty: 5975.283203
	Iteration 23Q: 3 clusters Score -2.097438e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -20974524.000000 Penalty: 5975.283203
	Iteration 24Q: 3 clusters Score -2.097452e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20974626.000000 Penalty: 5975.283203
	Iteration 25Q: 3 clusters Score -2.097463e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -20974704.000000 Penalty: 5975.283203
	Iteration 26Q: 3 clusters Score -2.09747e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20974706.000000 Penalty: 5975.283203
	Iteration 27Q: 3 clusters Score -2.097471e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169111 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20974732.000000 Penalty: 5975.283203
	Iteration 28Q: 3 clusters Score -2.097473e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169200 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -20974774.000000 Penalty: 5975.283203
	Iteration 29Q: 3 clusters Score -2.097477e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20974794.000000 Penalty: 5975.283203
	Iteration 30Q: 3 clusters Score -2.097479e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169340 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20974818.000000 Penalty: 5975.283203
	Iteration 31Q: 3 clusters Score -2.097482e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20974838.000000 Penalty: 5975.283203
	Iteration 32Q: 3 clusters Score -2.097484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20974864.000000 Penalty: 5975.283203
	Iteration 33Q: 3 clusters Score -2.097486e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -20974864.000000 Penalty: 5975.283203
	Iteration 34Q: 3 clusters Score -2.097486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169459 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -20974872.000000 Penalty: 5975.283203
	Iteration 35Q: 3 clusters Score -2.097487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169476 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20974880.000000 Penalty: 5975.283203
	Iteration 36Q: 3 clusters Score -2.097488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20974912.000000 Penalty: 5975.283203
	Iteration 37Q: 3 clusters Score -2.097491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169515 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -20974928.000000 Penalty: 5975.283203
	Iteration 38Q: 3 clusters Score -2.097493e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20974934.000000 Penalty: 5975.283203
	Iteration 39Q: 3 clusters Score -2.097493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -20974962.000000 Penalty: 5975.283203
	Iteration 40F: 3 clusters Score -2.097496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20974950.000000 Penalty: 5975.283203
	Iteration 41Q: 3 clusters Score -2.097495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169557 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20974958.000000 Penalty: 5975.283203
	Iteration 42Q: 3 clusters Score -2.097496e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -20974964.000000 Penalty: 5975.283203
	Iteration 43Q: 3 clusters Score -2.097496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20974966.000000 Penalty: 5975.283203
	Iteration 44Q: 3 clusters Score -2.097497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20974964.000000 Penalty: 5975.283203
	Iteration 45Q: 3 clusters Score -2.097496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169578 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -20974968.000000 Penalty: 5975.283203
	Iteration 46Q: 3 clusters Score -2.097497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20974972.000000 Penalty: 5975.283203
	Iteration 47Q: 3 clusters Score -2.097497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20974972.000000 Penalty: 5975.283203
	Iteration 48Q: 3 clusters Score -2.097497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169594 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20974974.000000 Penalty: 5975.283203
	Iteration 49Q: 3 clusters Score -2.097497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169597 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20974984.000000 Penalty: 5975.283203
	Iteration 50Q: 3 clusters Score -2.097498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169599 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20974990.000000 Penalty: 5975.283203
	Iteration 51Q: 3 clusters Score -2.097499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169600 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20974984.000000 Penalty: 5975.283203
	Iteration 52Q: 3 clusters Score -2.097498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20974998.000000 Penalty: 5975.283203
	Iteration 53Q: 3 clusters Score -2.0975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20974994.000000 Penalty: 5975.283203
	Iteration 54Q: 3 clusters Score -2.097499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20974996.000000 Penalty: 5975.283203
	Iteration 55Q: 3 clusters Score -2.0975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20974992.000000 Penalty: 5975.283203
	Iteration 56Q: 3 clusters Score -2.097499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -20974998.000000 Penalty: 5975.283203
	Iteration 57Q: 3 clusters Score -2.0975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169628 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20975000.000000 Penalty: 5975.283203
	Iteration 58Q: 3 clusters Score -2.0975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169631 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20974998.000000 Penalty: 5975.283203
	Iteration 59Q: 3 clusters Score -2.0975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20974996.000000 Penalty: 5975.283203
	Iteration 60F: 3 clusters Score -2.0975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20975006.000000 Penalty: 5975.283203
	Iteration 61Q: 3 clusters Score -2.097501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20975006.000000 Penalty: 5975.283203
	Iteration 62Q: 3 clusters Score -2.097501e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20975006.000000 Penalty: 5975.283203
	Iteration 63F: 3 clusters Score -2.097501e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -1138035.875000 Penalty: 2284.164551
	Iteration 0F: 2 clusters Score -1138036 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 4917 members 
Entering Unmasked Estep 
Score: -1130503.625000 Penalty: 4568.329102
	Iteration 0F: 3 clusters Score -1130504 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1133106.000000 Penalty: 4568.329102
	Iteration 1F: 3 clusters Score -1133106 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1134022.875000 Penalty: 4568.329102
	Iteration 2F: 3 clusters Score -1134023 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1135042.375000 Penalty: 4568.329102
	Iteration 3F: 3 clusters Score -1135042 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1135858.750000 Penalty: 4568.329102
	Iteration 4F: 3 clusters Score -1135859 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1136501.625000 Penalty: 4568.329102
	Iteration 5F: 3 clusters Score -1136502 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1136959.750000 Penalty: 4568.329102
	Iteration 6Q: 3 clusters Score -1136960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1137284.875000 Penalty: 4568.329102
	Iteration 7Q: 3 clusters Score -1137285 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1137476.625000 Penalty: 4568.329102
	Iteration 8Q: 3 clusters Score -1137477 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1137617.750000 Penalty: 4568.329102
	Iteration 9Q: 3 clusters Score -1137618 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1137712.625000 Penalty: 4568.329102
	Iteration 10Q: 3 clusters Score -1137713 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1137776.500000 Penalty: 4568.329102
	Iteration 11Q: 3 clusters Score -1137776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1137835.125000 Penalty: 4568.329102
	Iteration 12Q: 3 clusters Score -1137835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1137904.625000 Penalty: 4568.329102
	Iteration 13Q: 3 clusters Score -1137905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1137943.750000 Penalty: 4568.329102
	Iteration 14Q: 3 clusters Score -1137944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1138008.500000 Penalty: 4568.329102
	Iteration 15Q: 3 clusters Score -1138008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1138088.500000 Penalty: 4568.329102
	Iteration 16Q: 3 clusters Score -1138088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1138186.750000 Penalty: 4568.329102
	Iteration 17Q: 3 clusters Score -1138187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1138221.000000 Penalty: 4568.329102
	Iteration 18Q: 3 clusters Score -1138221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1138234.250000 Penalty: 4568.329102
	Iteration 19Q: 3 clusters Score -1138234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1138233.875000 Penalty: 4568.329102
	Iteration 20F: 3 clusters Score -1138234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1138235.500000 Penalty: 4568.329102
	Iteration 21Q: 3 clusters Score -1138236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1138235.500000 Penalty: 4568.329102
	Iteration 22F: 3 clusters Score -1138236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 170577 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 2919 members 
Mstep: Class 6 contains 180621 members 
Mstep: Class 7 contains 95158 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 12 contains 194899 members 
Mstep: Class 13 contains 116292 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 167511 members 
Mstep: Class 16 contains 120699 members 
Mstep: Class 17 contains 164703 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 18845 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 77434 members 
Mstep: Class 24 contains 179601 members 
Mstep: Class 25 contains 877 members 
Entering Unmasked Estep 
Score: -194674320.000000 Penalty: 88616.031250
Splitting cluster 4 changes total score from -194672240.000000 to -194674320.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (2919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Entering Unmasked Estep 
Score: -306697.281250 Penalty: 1978.791016
	Iteration 0F: 2 clusters Score -306697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -303891.031250 Penalty: 3957.582031
	Iteration 0F: 3 clusters Score -303891 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -307042.093750 Penalty: 3957.582031
	Iteration 1F: 3 clusters Score -307042.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -309152.437500 Penalty: 3957.582031
	Iteration 2F: 3 clusters Score -309152.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -310388.781250 Penalty: 3957.582031
	Iteration 3F: 3 clusters Score -310388.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311273.656250 Penalty: 3957.582031
	Iteration 4F: 3 clusters Score -311273.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -311641.000000 Penalty: 3957.582031
	Iteration 5Q: 3 clusters Score -311641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -311832.531250 Penalty: 3957.582031
	Iteration 6Q: 3 clusters Score -311832.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -312006.375000 Penalty: 3957.582031
	Iteration 7Q: 3 clusters Score -312006.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -312214.468750 Penalty: 3957.582031
	Iteration 8Q: 3 clusters Score -312214.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -312452.843750 Penalty: 3957.582031
	Iteration 9Q: 3 clusters Score -312452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -312656.468750 Penalty: 3957.582031
	Iteration 10Q: 3 clusters Score -312656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -312717.843750 Penalty: 3957.582031
	Iteration 11Q: 3 clusters Score -312717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -312729.812500 Penalty: 3957.582031
	Iteration 12Q: 3 clusters Score -312729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -312738.156250 Penalty: 3957.582031
	Iteration 13Q: 3 clusters Score -312738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -312739.281250 Penalty: 3957.582031
	Iteration 14Q: 3 clusters Score -312739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -312739.843750 Penalty: 3957.582031
	Iteration 15Q: 3 clusters Score -312739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -312740.437500 Penalty: 3957.582031
	Iteration 16Q: 3 clusters Score -312740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -312741.093750 Penalty: 3957.582031
	Iteration 17Q: 3 clusters Score -312741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -312741.093750 Penalty: 3957.582031
	Iteration 18F: 3 clusters Score -312741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 170577 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 180621 members 
Mstep: Class 7 contains 95158 members 
Mstep: Class 8 contains 6192 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 12 contains 194899 members 
Mstep: Class 13 contains 116292 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 167511 members 
Mstep: Class 16 contains 120699 members 
Mstep: Class 17 contains 164703 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 18845 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 77434 members 
Mstep: Class 24 contains 179601 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1332 members 
Entering Unmasked Estep 
Score: -194679504.000000 Penalty: 92160.671875
Splitting cluster 5 changes total score from -194672240.000000 to -194679504.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (180621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Entering Unmasked Estep 
Score: -22465486.000000 Penalty: 3001.830811
	Iteration 0F: 2 clusters Score -2.246549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -22349470.000000 Penalty: 6003.661621
	Iteration 0F: 3 clusters Score -2.234947e+07 nChanged 86377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -22400014.000000 Penalty: 6003.661621
	Iteration 1F: 3 clusters Score -2.240001e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -22400934.000000 Penalty: 6003.661621
	Iteration 2Q: 3 clusters Score -2.240093e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 97238 members 
Entering Unmasked Estep 
Score: -22402070.000000 Penalty: 6003.661621
	Iteration 3Q: 3 clusters Score -2.240207e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 101502 members 
Entering Unmasked Estep 
Score: -22403660.000000 Penalty: 6003.661621
	Iteration 4Q: 3 clusters Score -2.240366e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
Score: -22406520.000000 Penalty: 6003.661621
	Iteration 5Q: 3 clusters Score -2.240652e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -22411592.000000 Penalty: 6003.661621
	Iteration 6F: 3 clusters Score -2.241159e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 129904 members 
Entering Unmasked Estep 
Score: -22420894.000000 Penalty: 6003.661621
	Iteration 7F: 3 clusters Score -2.242089e+07 nChanged 15635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 145477 members 
Entering Unmasked Estep 
Score: -22434250.000000 Penalty: 6003.661621
	Iteration 8F: 3 clusters Score -2.243425e+07 nChanged 15044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -22447972.000000 Penalty: 6003.661621
	Iteration 9F: 3 clusters Score -2.244797e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 171357 members 
Entering Unmasked Estep 
Score: -22456682.000000 Penalty: 6003.661621
	Iteration 10F: 3 clusters Score -2.245668e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 176891 members 
Entering Unmasked Estep 
Score: -22460480.000000 Penalty: 6003.661621
	Iteration 11Q: 3 clusters Score -2.246048e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -22461912.000000 Penalty: 6003.661621
	Iteration 12Q: 3 clusters Score -2.246191e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -22462396.000000 Penalty: 6003.661621
	Iteration 13Q: 3 clusters Score -2.24624e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -22462618.000000 Penalty: 6003.661621
	Iteration 14Q: 3 clusters Score -2.246262e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 180176 members 
Entering Unmasked Estep 
Score: -22462790.000000 Penalty: 6003.661621
	Iteration 15Q: 3 clusters Score -2.246279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 180222 members 
Entering Unmasked Estep 
Score: -22462850.000000 Penalty: 6003.661621
	Iteration 16Q: 3 clusters Score -2.246285e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 180244 members 
Entering Unmasked Estep 
Score: -22462838.000000 Penalty: 6003.661621
	Iteration 17Q: 3 clusters Score -2.246284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 180258 members 
Entering Unmasked Estep 
Score: -22462880.000000 Penalty: 6003.661621
	Iteration 18Q: 3 clusters Score -2.246288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 180263 members 
Entering Unmasked Estep 
Score: -22462908.000000 Penalty: 6003.661621
	Iteration 19Q: 3 clusters Score -2.246291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 180271 members 
Entering Unmasked Estep 
Score: -22462922.000000 Penalty: 6003.661621
	Iteration 20F: 3 clusters Score -2.246292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180278 members 
Entering Unmasked Estep 
Score: -22462936.000000 Penalty: 6003.661621
	Iteration 21Q: 3 clusters Score -2.246294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 180278 members 
Entering Unmasked Estep 
Score: -22462944.000000 Penalty: 6003.661621
	Iteration 22Q: 3 clusters Score -2.246294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -22462930.000000 Penalty: 6003.661621
	Iteration 23Q: 3 clusters Score -2.246293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -22462942.000000 Penalty: 6003.661621
	Iteration 24Q: 3 clusters Score -2.246294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 180289 members 
Entering Unmasked Estep 
Score: -22462942.000000 Penalty: 6003.661621
	Iteration 25Q: 3 clusters Score -2.246294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 180293 members 
Entering Unmasked Estep 
Score: -22462962.000000 Penalty: 6003.661621
	Iteration 26Q: 3 clusters Score -2.246296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 180294 members 
Entering Unmasked Estep 
Score: -22462956.000000 Penalty: 6003.661621
	Iteration 27Q: 3 clusters Score -2.246296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 180297 members 
Entering Unmasked Estep 
Score: -22462972.000000 Penalty: 6003.661621
	Iteration 28Q: 3 clusters Score -2.246297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -22462966.000000 Penalty: 6003.661621
	Iteration 29Q: 3 clusters Score -2.246297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180302 members 
Entering Unmasked Estep 
Score: -22462974.000000 Penalty: 6003.661621
	Iteration 30Q: 3 clusters Score -2.246297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -22462982.000000 Penalty: 6003.661621
	Iteration 31Q: 3 clusters Score -2.246298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 180301 members 
Entering Unmasked Estep 
Score: -22462982.000000 Penalty: 6003.661621
	Iteration 32F: 3 clusters Score -2.246298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Entering Unmasked Estep 
Score: -11809495.000000 Penalty: 2842.896973
	Iteration 0F: 2 clusters Score -1.18095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -11745872.000000 Penalty: 5685.793945
	Iteration 0F: 3 clusters Score -1.174587e+07 nChanged 45015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -11771930.000000 Penalty: 5685.793945
	Iteration 1F: 3 clusters Score -1.177193e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -11772888.000000 Penalty: 5685.793945
	Iteration 2Q: 3 clusters Score -1.177289e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -11774000.000000 Penalty: 5685.793945
	Iteration 3Q: 3 clusters Score -1.1774e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -11775211.000000 Penalty: 5685.793945
	Iteration 4Q: 3 clusters Score -1.177521e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -11776603.000000 Penalty: 5685.793945
	Iteration 5Q: 3 clusters Score -1.17766e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -11778229.000000 Penalty: 5685.793945
	Iteration 6Q: 3 clusters Score -1.177823e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -11780046.000000 Penalty: 5685.793945
	Iteration 7Q: 3 clusters Score -1.178005e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -11782323.000000 Penalty: 5685.793945
	Iteration 8Q: 3 clusters Score -1.178232e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -11785233.000000 Penalty: 5685.793945
	Iteration 9F: 3 clusters Score -1.178523e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -11788519.000000 Penalty: 5685.793945
	Iteration 10F: 3 clusters Score -1.178852e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -11792457.000000 Penalty: 5685.793945
	Iteration 11F: 3 clusters Score -1.179246e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -11796698.000000 Penalty: 5685.793945
	Iteration 12F: 3 clusters Score -1.17967e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -11800662.000000 Penalty: 5685.793945
	Iteration 13F: 3 clusters Score -1.180066e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -11803498.000000 Penalty: 5685.793945
	Iteration 14Q: 3 clusters Score -1.18035e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -11805225.000000 Penalty: 5685.793945
	Iteration 15Q: 3 clusters Score -1.180522e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -11806172.000000 Penalty: 5685.793945
	Iteration 16Q: 3 clusters Score -1.180617e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -11806545.000000 Penalty: 5685.793945
	Iteration 17Q: 3 clusters Score -1.180654e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -11806740.000000 Penalty: 5685.793945
	Iteration 18Q: 3 clusters Score -1.180674e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -11806839.000000 Penalty: 5685.793945
	Iteration 19Q: 3 clusters Score -1.180684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -11806885.000000 Penalty: 5685.793945
	Iteration 20F: 3 clusters Score -1.180688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 94835 members 
Entering Unmasked Estep 
Score: -11806908.000000 Penalty: 5685.793945
	Iteration 21Q: 3 clusters Score -1.180691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -11806943.000000 Penalty: 5685.793945
	Iteration 22Q: 3 clusters Score -1.180694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 94865 members 
Entering Unmasked Estep 
Score: -11806948.000000 Penalty: 5685.793945
	Iteration 23Q: 3 clusters Score -1.180695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -11806952.000000 Penalty: 5685.793945
	Iteration 24Q: 3 clusters Score -1.180695e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -11806967.000000 Penalty: 5685.793945
	Iteration 25Q: 3 clusters Score -1.180697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -11806992.000000 Penalty: 5685.793945
	Iteration 26Q: 3 clusters Score -1.180699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11806987.000000 Penalty: 5685.793945
	Iteration 27Q: 3 clusters Score -1.180699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11806987.000000 Penalty: 5685.793945
	Iteration 28F: 3 clusters Score -1.180699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -698982.750000 Penalty: 2165.291260
	Iteration 0F: 2 clusters Score -698982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -693920.125000 Penalty: 4330.582520
	Iteration 0F: 3 clusters Score -693920.1 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -696521.687500 Penalty: 4330.582520
	Iteration 1F: 3 clusters Score -696521.7 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -698690.750000 Penalty: 4330.582520
	Iteration 2F: 3 clusters Score -698690.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -700850.187500 Penalty: 4330.582520
	Iteration 3F: 3 clusters Score -700850.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -701749.937500 Penalty: 4330.582520
	Iteration 4F: 3 clusters Score -701749.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -701989.875000 Penalty: 4330.582520
	Iteration 5Q: 3 clusters Score -701989.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -702060.812500 Penalty: 4330.582520
	Iteration 6Q: 3 clusters Score -702060.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -702085.125000 Penalty: 4330.582520
	Iteration 7Q: 3 clusters Score -702085.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -702096.375000 Penalty: 4330.582520
	Iteration 8Q: 3 clusters Score -702096.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -702102.750000 Penalty: 4330.582520
	Iteration 9Q: 3 clusters Score -702102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -702105.000000 Penalty: 4330.582520
	Iteration 10Q: 3 clusters Score -702105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -702106.687500 Penalty: 4330.582520
	Iteration 11Q: 3 clusters Score -702106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -702107.562500 Penalty: 4330.582520
	Iteration 12Q: 3 clusters Score -702107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -702106.625000 Penalty: 4330.582520
	Iteration 13Q: 3 clusters Score -702106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -702108.875000 Penalty: 4330.582520
	Iteration 14Q: 3 clusters Score -702108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -702107.562500 Penalty: 4330.582520
	Iteration 15Q: 3 clusters Score -702107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -702107.687500 Penalty: 4330.582520
	Iteration 16Q: 3 clusters Score -702107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -702107.687500 Penalty: 4330.582520
	Iteration 17F: 3 clusters Score -702107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 170577 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 180621 members 
Mstep: Class 7 contains 95158 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 12 contains 194899 members 
Mstep: Class 13 contains 116292 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 167511 members 
Mstep: Class 16 contains 120699 members 
Mstep: Class 17 contains 164703 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 18845 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 77434 members 
Mstep: Class 24 contains 179601 members 
Mstep: Class 25 contains 877 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 5185 members 
Entering Unmasked Estep 
Score: -194680512.000000 Penalty: 95705.312500
Splitting cluster 8 changes total score from -194672240.000000 to -194680512.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -365496.500000 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -365496.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -362188.375000 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -362188.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362847.218750 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -362847.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -363018.875000 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -363018.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -363140.093750 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -363140.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -363242.531250 Penalty: 3971.984375
	Iteration 4Q: 3 clusters Score -363242.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363313.250000 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -363313.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -363368.468750 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -363368.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -363413.500000 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -363413.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -363445.062500 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -363445.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -363465.812500 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -363465.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -363484.781250 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -363484.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -363494.312500 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -363494.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -363504.406250 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -363504.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -363515.531250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -363515.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -363528.281250 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -363528.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -363547.968750 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -363548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -363568.750000 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -363568.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -363586.656250 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -363586.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -363608.000000 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -363608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -363635.500000 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -363635.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -363663.968750 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -363664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -363693.750000 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -363693.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -363711.281250 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -363711.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -363731.093750 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -363731.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -363744.531250 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -363744.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -363760.000000 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -363760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -363777.875000 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -363777.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -363788.843750 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -363788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -363800.312500 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -363800.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -363808.906250 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -363808.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -363816.062500 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -363816.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -363828.531250 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -363828.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -363841.125000 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -363841.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -363850.031250 Penalty: 3971.984375
	Iteration 33Q: 3 clusters Score -363850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -363857.531250 Penalty: 3971.984375
	Iteration 34Q: 3 clusters Score -363857.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -363863.968750 Penalty: 3971.984375
	Iteration 35Q: 3 clusters Score -363864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -363869.156250 Penalty: 3971.984375
	Iteration 36Q: 3 clusters Score -363869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -363874.843750 Penalty: 3971.984375
	Iteration 37Q: 3 clusters Score -363874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -363877.843750 Penalty: 3971.984375
	Iteration 38Q: 3 clusters Score -363877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -363882.093750 Penalty: 3971.984375
	Iteration 39Q: 3 clusters Score -363882.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -363889.031250 Penalty: 3971.984375
	Iteration 40F: 3 clusters Score -363889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -363892.531250 Penalty: 3971.984375
	Iteration 41Q: 3 clusters Score -363892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -363895.093750 Penalty: 3971.984375
	Iteration 42Q: 3 clusters Score -363895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -363895.843750 Penalty: 3971.984375
	Iteration 43Q: 3 clusters Score -363895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -363896.500000 Penalty: 3971.984375
	Iteration 44Q: 3 clusters Score -363896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -363896.500000 Penalty: 3971.984375
	Iteration 45F: 3 clusters Score -363896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Entering Unmasked Estep 
Score: -7920666.000000 Penalty: 2743.835693
	Iteration 0F: 2 clusters Score -7920666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7877962.500000 Penalty: 5487.671387
	Iteration 0F: 3 clusters Score -7877962 nChanged 29629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -7894601.500000 Penalty: 5487.671387
	Iteration 1F: 3 clusters Score -7894602 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7895266.000000 Penalty: 5487.671387
	Iteration 2Q: 3 clusters Score -7895266 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -7896034.500000 Penalty: 5487.671387
	Iteration 3Q: 3 clusters Score -7896034 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -7897080.500000 Penalty: 5487.671387
	Iteration 4Q: 3 clusters Score -7897080 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -7898650.000000 Penalty: 5487.671387
	Iteration 5F: 3 clusters Score -7898650 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -7901093.500000 Penalty: 5487.671387
	Iteration 6F: 3 clusters Score -7901094 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -7904797.000000 Penalty: 5487.671387
	Iteration 7F: 3 clusters Score -7904797 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -7909355.500000 Penalty: 5487.671387
	Iteration 8F: 3 clusters Score -7909356 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7913320.000000 Penalty: 5487.671387
	Iteration 9F: 3 clusters Score -7913320 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -7915832.000000 Penalty: 5487.671387
	Iteration 10Q: 3 clusters Score -7915832 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7917152.000000 Penalty: 5487.671387
	Iteration 11Q: 3 clusters Score -7917152 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7917754.000000 Penalty: 5487.671387
	Iteration 12Q: 3 clusters Score -7917754 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7918063.000000 Penalty: 5487.671387
	Iteration 13Q: 3 clusters Score -7918063 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7918199.500000 Penalty: 5487.671387
	Iteration 14Q: 3 clusters Score -7918200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7918285.000000 Penalty: 5487.671387
	Iteration 15Q: 3 clusters Score -7918285 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7918362.000000 Penalty: 5487.671387
	Iteration 16Q: 3 clusters Score -7918362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7918407.500000 Penalty: 5487.671387
	Iteration 17Q: 3 clusters Score -7918408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7918415.500000 Penalty: 5487.671387
	Iteration 18Q: 3 clusters Score -7918416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7918454.500000 Penalty: 5487.671387
	Iteration 19Q: 3 clusters Score -7918454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7918480.000000 Penalty: 5487.671387
	Iteration 20F: 3 clusters Score -7918480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7918498.500000 Penalty: 5487.671387
	Iteration 21Q: 3 clusters Score -7918498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7918506.500000 Penalty: 5487.671387
	Iteration 22Q: 3 clusters Score -7918506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7918505.000000 Penalty: 5487.671387
	Iteration 23Q: 3 clusters Score -7918505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7918518.000000 Penalty: 5487.671387
	Iteration 24Q: 3 clusters Score -7918518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7918519.000000 Penalty: 5487.671387
	Iteration 25Q: 3 clusters Score -7918519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7918512.000000 Penalty: 5487.671387
	Iteration 26Q: 3 clusters Score -7918512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7918513.000000 Penalty: 5487.671387
	Iteration 27Q: 3 clusters Score -7918513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7918518.500000 Penalty: 5487.671387
	Iteration 28Q: 3 clusters Score -7918518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7918527.000000 Penalty: 5487.671387
	Iteration 29Q: 3 clusters Score -7918527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7918525.000000 Penalty: 5487.671387
	Iteration 30Q: 3 clusters Score -7918525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7918519.500000 Penalty: 5487.671387
	Iteration 31Q: 3 clusters Score -7918520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7918523.000000 Penalty: 5487.671387
	Iteration 32Q: 3 clusters Score -7918523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7918524.000000 Penalty: 5487.671387
	Iteration 33Q: 3 clusters Score -7918524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7918527.000000 Penalty: 5487.671387
	Iteration 34Q: 3 clusters Score -7918527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7918522.500000 Penalty: 5487.671387
	Iteration 35Q: 3 clusters Score -7918522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7918524.500000 Penalty: 5487.671387
	Iteration 36Q: 3 clusters Score -7918524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7918524.500000 Penalty: 5487.671387
	Iteration 37F: 3 clusters Score -7918524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Entering Unmasked Estep 
Score: -644743.875000 Penalty: 2119.835205
	Iteration 0F: 2 clusters Score -644743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -640062.812500 Penalty: 4239.670410
	Iteration 0F: 3 clusters Score -640062.8 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -641198.375000 Penalty: 4239.670410
	Iteration 1F: 3 clusters Score -641198.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -641424.312500 Penalty: 4239.670410
	Iteration 2F: 3 clusters Score -641424.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -641550.812500 Penalty: 4239.670410
	Iteration 3Q: 3 clusters Score -641550.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -641636.687500 Penalty: 4239.670410
	Iteration 4Q: 3 clusters Score -641636.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -641706.687500 Penalty: 4239.670410
	Iteration 5Q: 3 clusters Score -641706.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -641758.937500 Penalty: 4239.670410
	Iteration 6Q: 3 clusters Score -641758.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -641815.812500 Penalty: 4239.670410
	Iteration 7Q: 3 clusters Score -641815.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -641862.875000 Penalty: 4239.670410
	Iteration 8Q: 3 clusters Score -641862.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -641897.875000 Penalty: 4239.670410
	Iteration 9Q: 3 clusters Score -641897.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -641941.125000 Penalty: 4239.670410
	Iteration 10Q: 3 clusters Score -641941.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -641996.375000 Penalty: 4239.670410
	Iteration 11Q: 3 clusters Score -641996.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -642040.750000 Penalty: 4239.670410
	Iteration 12Q: 3 clusters Score -642040.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -642078.562500 Penalty: 4239.670410
	Iteration 13Q: 3 clusters Score -642078.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -642113.687500 Penalty: 4239.670410
	Iteration 14Q: 3 clusters Score -642113.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -642152.062500 Penalty: 4239.670410
	Iteration 15Q: 3 clusters Score -642152.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -642198.562500 Penalty: 4239.670410
	Iteration 16Q: 3 clusters Score -642198.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -642239.500000 Penalty: 4239.670410
	Iteration 17Q: 3 clusters Score -642239.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -642291.687500 Penalty: 4239.670410
	Iteration 18Q: 3 clusters Score -642291.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -642351.062500 Penalty: 4239.670410
	Iteration 19Q: 3 clusters Score -642351.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -642417.812500 Penalty: 4239.670410
	Iteration 20F: 3 clusters Score -642417.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -642481.000000 Penalty: 4239.670410
	Iteration 21Q: 3 clusters Score -642481 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -642537.312500 Penalty: 4239.670410
	Iteration 22Q: 3 clusters Score -642537.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -642587.000000 Penalty: 4239.670410
	Iteration 23Q: 3 clusters Score -642587 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -642636.312500 Penalty: 4239.670410
	Iteration 24Q: 3 clusters Score -642636.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -642689.937500 Penalty: 4239.670410
	Iteration 25Q: 3 clusters Score -642689.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -642750.500000 Penalty: 4239.670410
	Iteration 26Q: 3 clusters Score -642750.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -642819.812500 Penalty: 4239.670410
	Iteration 27Q: 3 clusters Score -642819.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -642876.312500 Penalty: 4239.670410
	Iteration 28Q: 3 clusters Score -642876.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -642938.000000 Penalty: 4239.670410
	Iteration 29Q: 3 clusters Score -642938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -643001.062500 Penalty: 4239.670410
	Iteration 30Q: 3 clusters Score -643001.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -643062.062500 Penalty: 4239.670410
	Iteration 31Q: 3 clusters Score -643062.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -643122.375000 Penalty: 4239.670410
	Iteration 32Q: 3 clusters Score -643122.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -643179.875000 Penalty: 4239.670410
	Iteration 33Q: 3 clusters Score -643179.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -643229.500000 Penalty: 4239.670410
	Iteration 34Q: 3 clusters Score -643229.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -643269.062500 Penalty: 4239.670410
	Iteration 35Q: 3 clusters Score -643269.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -643298.187500 Penalty: 4239.670410
	Iteration 36Q: 3 clusters Score -643298.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -643328.375000 Penalty: 4239.670410
	Iteration 37Q: 3 clusters Score -643328.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -643345.125000 Penalty: 4239.670410
	Iteration 38Q: 3 clusters Score -643345.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -643361.062500 Penalty: 4239.670410
	Iteration 39Q: 3 clusters Score -643361.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -643370.312500 Penalty: 4239.670410
	Iteration 40F: 3 clusters Score -643370.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -643388.000000 Penalty: 4239.670410
	Iteration 41Q: 3 clusters Score -643388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -643401.500000 Penalty: 4239.670410
	Iteration 42Q: 3 clusters Score -643401.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -643409.875000 Penalty: 4239.670410
	Iteration 43Q: 3 clusters Score -643409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -643420.000000 Penalty: 4239.670410
	Iteration 44Q: 3 clusters Score -643420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -643429.750000 Penalty: 4239.670410
	Iteration 45Q: 3 clusters Score -643429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -643432.750000 Penalty: 4239.670410
	Iteration 46Q: 3 clusters Score -643432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -643437.187500 Penalty: 4239.670410
	Iteration 47Q: 3 clusters Score -643437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -643442.812500 Penalty: 4239.670410
	Iteration 48Q: 3 clusters Score -643442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -643444.437500 Penalty: 4239.670410
	Iteration 49Q: 3 clusters Score -643444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -643447.500000 Penalty: 4239.670410
	Iteration 50Q: 3 clusters Score -643447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -643447.625000 Penalty: 4239.670410
	Iteration 51Q: 3 clusters Score -643447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -643452.250000 Penalty: 4239.670410
	Iteration 52Q: 3 clusters Score -643452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -643454.812500 Penalty: 4239.670410
	Iteration 53Q: 3 clusters Score -643454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -643455.875000 Penalty: 4239.670410
	Iteration 54Q: 3 clusters Score -643455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -643460.062500 Penalty: 4239.670410
	Iteration 55Q: 3 clusters Score -643460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -643464.187500 Penalty: 4239.670410
	Iteration 56Q: 3 clusters Score -643464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -643468.187500 Penalty: 4239.670410
	Iteration 57Q: 3 clusters Score -643468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -643469.750000 Penalty: 4239.670410
	Iteration 58Q: 3 clusters Score -643469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -643474.125000 Penalty: 4239.670410
	Iteration 59Q: 3 clusters Score -643474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -643476.437500 Penalty: 4239.670410
	Iteration 60F: 3 clusters Score -643476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -643478.812500 Penalty: 4239.670410
	Iteration 61Q: 3 clusters Score -643478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -643480.687500 Penalty: 4239.670410
	Iteration 62Q: 3 clusters Score -643480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -643482.437500 Penalty: 4239.670410
	Iteration 63Q: 3 clusters Score -643482.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -643483.812500 Penalty: 4239.670410
	Iteration 64Q: 3 clusters Score -643483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -643486.187500 Penalty: 4239.670410
	Iteration 65Q: 3 clusters Score -643486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -643487.062500 Penalty: 4239.670410
	Iteration 66Q: 3 clusters Score -643487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -643487.062500 Penalty: 4239.670410
	Iteration 67F: 3 clusters Score -643487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Entering Unmasked Estep 
Score: -23864184.000000 Penalty: 3020.698730
	Iteration 0F: 2 clusters Score -2.386418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -23736104.000000 Penalty: 6041.397461
	Iteration 0F: 3 clusters Score -2.37361e+07 nChanged 93721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 100411 members 
Entering Unmasked Estep 
Score: -23791604.000000 Penalty: 6041.397461
	Iteration 1F: 3 clusters Score -2.37916e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -23792980.000000 Penalty: 6041.397461
	Iteration 2Q: 3 clusters Score -2.379298e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -23794474.000000 Penalty: 6041.397461
	Iteration 3Q: 3 clusters Score -2.379447e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88131 members 
Mstep: Class 2 contains 106768 members 
Entering Unmasked Estep 
Score: -23797608.000000 Penalty: 6041.397461
	Iteration 4Q: 3 clusters Score -2.379761e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 111098 members 
Entering Unmasked Estep 
Score: -23802020.000000 Penalty: 6041.397461
	Iteration 5Q: 3 clusters Score -2.380202e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -23809026.000000 Penalty: 6041.397461
	Iteration 6F: 3 clusters Score -2.380903e+07 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -23820078.000000 Penalty: 6041.397461
	Iteration 7F: 3 clusters Score -2.382008e+07 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 133373 members 
Entering Unmasked Estep 
Score: -23834774.000000 Penalty: 6041.397461
	Iteration 8F: 3 clusters Score -2.383477e+07 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 139549 members 
Entering Unmasked Estep 
Score: -23848666.000000 Penalty: 6041.397461
	Iteration 9F: 3 clusters Score -2.384867e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 142504 members 
Entering Unmasked Estep 
Score: -23854940.000000 Penalty: 6041.397461
	Iteration 10Q: 3 clusters Score -2.385494e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -23857080.000000 Penalty: 6041.397461
	Iteration 11Q: 3 clusters Score -2.385708e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -23858222.000000 Penalty: 6041.397461
	Iteration 12Q: 3 clusters Score -2.385822e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -23858964.000000 Penalty: 6041.397461
	Iteration 13Q: 3 clusters Score -2.385896e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -23859464.000000 Penalty: 6041.397461
	Iteration 14Q: 3 clusters Score -2.385946e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -23859688.000000 Penalty: 6041.397461
	Iteration 15Q: 3 clusters Score -2.385969e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -23860060.000000 Penalty: 6041.397461
	Iteration 16Q: 3 clusters Score -2.386006e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -23860368.000000 Penalty: 6041.397461
	Iteration 17Q: 3 clusters Score -2.386037e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -23860478.000000 Penalty: 6041.397461
	Iteration 18Q: 3 clusters Score -2.386048e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -23860738.000000 Penalty: 6041.397461
	Iteration 19Q: 3 clusters Score -2.386074e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -23861094.000000 Penalty: 6041.397461
	Iteration 20F: 3 clusters Score -2.386109e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 157471 members 
Entering Unmasked Estep 
Score: -23861226.000000 Penalty: 6041.397461
	Iteration 21Q: 3 clusters Score -2.386123e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -23861394.000000 Penalty: 6041.397461
	Iteration 22Q: 3 clusters Score -2.386139e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -23861502.000000 Penalty: 6041.397461
	Iteration 23Q: 3 clusters Score -2.38615e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 160239 members 
Entering Unmasked Estep 
Score: -23861562.000000 Penalty: 6041.397461
	Iteration 24Q: 3 clusters Score -2.386156e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 161122 members 
Entering Unmasked Estep 
Score: -23861718.000000 Penalty: 6041.397461
	Iteration 25Q: 3 clusters Score -2.386172e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 161981 members 
Entering Unmasked Estep 
Score: -23861848.000000 Penalty: 6041.397461
	Iteration 26Q: 3 clusters Score -2.386185e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 162787 members 
Entering Unmasked Estep 
Score: -23861902.000000 Penalty: 6041.397461
	Iteration 27Q: 3 clusters Score -2.38619e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -23861992.000000 Penalty: 6041.397461
	Iteration 28Q: 3 clusters Score -2.386199e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -23862052.000000 Penalty: 6041.397461
	Iteration 29Q: 3 clusters Score -2.386205e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 165155 members 
Entering Unmasked Estep 
Score: -23862242.000000 Penalty: 6041.397461
	Iteration 30Q: 3 clusters Score -2.386224e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -23862364.000000 Penalty: 6041.397461
	Iteration 31Q: 3 clusters Score -2.386236e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 166557 members 
Entering Unmasked Estep 
Score: -23862430.000000 Penalty: 6041.397461
	Iteration 32Q: 3 clusters Score -2.386243e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 167205 members 
Entering Unmasked Estep 
Score: -23862536.000000 Penalty: 6041.397461
	Iteration 33Q: 3 clusters Score -2.386254e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 167798 members 
Entering Unmasked Estep 
Score: -23862656.000000 Penalty: 6041.397461
	Iteration 34Q: 3 clusters Score -2.386266e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 168349 members 
Entering Unmasked Estep 
Score: -23862628.000000 Penalty: 6041.397461
	Iteration 35Q: 3 clusters Score -2.386263e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -23862634.000000 Penalty: 6041.397461
	Iteration 36Q: 3 clusters Score -2.386263e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 169397 members 
Entering Unmasked Estep 
Score: -23862732.000000 Penalty: 6041.397461
	Iteration 37Q: 3 clusters Score -2.386273e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -23862768.000000 Penalty: 6041.397461
	Iteration 38Q: 3 clusters Score -2.386277e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -23862810.000000 Penalty: 6041.397461
	Iteration 39Q: 3 clusters Score -2.386281e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 170600 members 
Entering Unmasked Estep 
Score: -23862832.000000 Penalty: 6041.397461
	Iteration 40F: 3 clusters Score -2.386283e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 170957 members 
Entering Unmasked Estep 
Score: -23862912.000000 Penalty: 6041.397461
	Iteration 41Q: 3 clusters Score -2.386291e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -23862864.000000 Penalty: 6041.397461
	Iteration 42Q: 3 clusters Score -2.386286e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -23862854.000000 Penalty: 6041.397461
	Iteration 43Q: 3 clusters Score -2.386285e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 171890 members 
Entering Unmasked Estep 
Score: -23862834.000000 Penalty: 6041.397461
	Iteration 44Q: 3 clusters Score -2.386283e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 172142 members 
Entering Unmasked Estep 
Score: -23862798.000000 Penalty: 6041.397461
	Iteration 45Q: 3 clusters Score -2.38628e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 172394 members 
Entering Unmasked Estep 
Score: -23862778.000000 Penalty: 6041.397461
	Iteration 46Q: 3 clusters Score -2.386278e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 172640 members 
Entering Unmasked Estep 
Score: -23862770.000000 Penalty: 6041.397461
	Iteration 47Q: 3 clusters Score -2.386277e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 172849 members 
Entering Unmasked Estep 
Score: -23862792.000000 Penalty: 6041.397461
	Iteration 48Q: 3 clusters Score -2.386279e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 173070 members 
Entering Unmasked Estep 
Score: -23862842.000000 Penalty: 6041.397461
	Iteration 49Q: 3 clusters Score -2.386284e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 173314 members 
Entering Unmasked Estep 
Score: -23862790.000000 Penalty: 6041.397461
	Iteration 50Q: 3 clusters Score -2.386279e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 173535 members 
Entering Unmasked Estep 
Score: -23862770.000000 Penalty: 6041.397461
	Iteration 51Q: 3 clusters Score -2.386277e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 173749 members 
Entering Unmasked Estep 
Score: -23862840.000000 Penalty: 6041.397461
	Iteration 52Q: 3 clusters Score -2.386284e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 173949 members 
Entering Unmasked Estep 
Score: -23862860.000000 Penalty: 6041.397461
	Iteration 53Q: 3 clusters Score -2.386286e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -23862832.000000 Penalty: 6041.397461
	Iteration 54Q: 3 clusters Score -2.386283e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -23862862.000000 Penalty: 6041.397461
	Iteration 55Q: 3 clusters Score -2.386286e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 174569 members 
Entering Unmasked Estep 
Score: -23862880.000000 Penalty: 6041.397461
	Iteration 56Q: 3 clusters Score -2.386288e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 174785 members 
Entering Unmasked Estep 
Score: -23862860.000000 Penalty: 6041.397461
	Iteration 57Q: 3 clusters Score -2.386286e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 174998 members 
Entering Unmasked Estep 
Score: -23862848.000000 Penalty: 6041.397461
	Iteration 58Q: 3 clusters Score -2.386285e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -23862858.000000 Penalty: 6041.397461
	Iteration 59Q: 3 clusters Score -2.386286e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -23862856.000000 Penalty: 6041.397461
	Iteration 60F: 3 clusters Score -2.386286e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -23862850.000000 Penalty: 6041.397461
	Iteration 61Q: 3 clusters Score -2.386285e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -23862866.000000 Penalty: 6041.397461
	Iteration 62Q: 3 clusters Score -2.386287e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -23862894.000000 Penalty: 6041.397461
	Iteration 63Q: 3 clusters Score -2.386289e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 176049 members 
Entering Unmasked Estep 
Score: -23862942.000000 Penalty: 6041.397461
	Iteration 64Q: 3 clusters Score -2.386294e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 176200 members 
Entering Unmasked Estep 
Score: -23862992.000000 Penalty: 6041.397461
	Iteration 65Q: 3 clusters Score -2.386299e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 176362 members 
Entering Unmasked Estep 
Score: -23863014.000000 Penalty: 6041.397461
	Iteration 66Q: 3 clusters Score -2.386301e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -23863082.000000 Penalty: 6041.397461
	Iteration 67Q: 3 clusters Score -2.386308e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 176691 members 
Entering Unmasked Estep 
Score: -23863068.000000 Penalty: 6041.397461
	Iteration 68Q: 3 clusters Score -2.386307e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 176843 members 
Entering Unmasked Estep 
Score: -23863090.000000 Penalty: 6041.397461
	Iteration 69Q: 3 clusters Score -2.386309e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -23863060.000000 Penalty: 6041.397461
	Iteration 70Q: 3 clusters Score -2.386306e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -23863084.000000 Penalty: 6041.397461
	Iteration 71Q: 3 clusters Score -2.386308e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 177250 members 
Entering Unmasked Estep 
Score: -23863112.000000 Penalty: 6041.397461
	Iteration 72Q: 3 clusters Score -2.386311e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 177384 members 
Entering Unmasked Estep 
Score: -23863100.000000 Penalty: 6041.397461
	Iteration 73Q: 3 clusters Score -2.38631e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 177499 members 
Entering Unmasked Estep 
Score: -23863118.000000 Penalty: 6041.397461
	Iteration 74Q: 3 clusters Score -2.386312e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 177626 members 
Entering Unmasked Estep 
Score: -23863154.000000 Penalty: 6041.397461
	Iteration 75Q: 3 clusters Score -2.386315e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -23863162.000000 Penalty: 6041.397461
	Iteration 76Q: 3 clusters Score -2.386316e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -23863126.000000 Penalty: 6041.397461
	Iteration 77Q: 3 clusters Score -2.386313e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 177992 members 
Entering Unmasked Estep 
Score: -23863146.000000 Penalty: 6041.397461
	Iteration 78Q: 3 clusters Score -2.386315e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 178091 members 
Entering Unmasked Estep 
Score: -23863150.000000 Penalty: 6041.397461
	Iteration 79Q: 3 clusters Score -2.386315e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 178176 members 
Entering Unmasked Estep 
Score: -23863166.000000 Penalty: 6041.397461
	Iteration 80F: 3 clusters Score -2.386317e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -23863168.000000 Penalty: 6041.397461
	Iteration 81Q: 3 clusters Score -2.386317e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 178402 members 
Entering Unmasked Estep 
Score: -23863174.000000 Penalty: 6041.397461
	Iteration 82Q: 3 clusters Score -2.386317e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -23863196.000000 Penalty: 6041.397461
	Iteration 83Q: 3 clusters Score -2.38632e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -23863218.000000 Penalty: 6041.397461
	Iteration 84Q: 3 clusters Score -2.386322e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -23863230.000000 Penalty: 6041.397461
	Iteration 85Q: 3 clusters Score -2.386323e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 178792 members 
Entering Unmasked Estep 
Score: -23863250.000000 Penalty: 6041.397461
	Iteration 86Q: 3 clusters Score -2.386325e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 178890 members 
Entering Unmasked Estep 
Score: -23863226.000000 Penalty: 6041.397461
	Iteration 87Q: 3 clusters Score -2.386323e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 178992 members 
Entering Unmasked Estep 
Score: -23863264.000000 Penalty: 6041.397461
	Iteration 88Q: 3 clusters Score -2.386326e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 179095 members 
Entering Unmasked Estep 
Score: -23863252.000000 Penalty: 6041.397461
	Iteration 89Q: 3 clusters Score -2.386325e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 179203 members 
Entering Unmasked Estep 
Score: -23863248.000000 Penalty: 6041.397461
	Iteration 90Q: 3 clusters Score -2.386325e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -23863194.000000 Penalty: 6041.397461
	Iteration 91Q: 3 clusters Score -2.386319e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 179395 members 
Entering Unmasked Estep 
Score: -23863188.000000 Penalty: 6041.397461
	Iteration 92Q: 3 clusters Score -2.386319e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 179496 members 
Entering Unmasked Estep 
Score: -23863178.000000 Penalty: 6041.397461
	Iteration 93Q: 3 clusters Score -2.386318e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 179578 members 
Entering Unmasked Estep 
Score: -23863130.000000 Penalty: 6041.397461
	Iteration 94Q: 3 clusters Score -2.386313e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 179643 members 
Entering Unmasked Estep 
Score: -23863130.000000 Penalty: 6041.397461
	Iteration 95Q: 3 clusters Score -2.386313e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -23863142.000000 Penalty: 6041.397461
	Iteration 96Q: 3 clusters Score -2.386314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 179748 members 
Entering Unmasked Estep 
Score: -23863148.000000 Penalty: 6041.397461
	Iteration 97Q: 3 clusters Score -2.386315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -23863158.000000 Penalty: 6041.397461
	Iteration 98Q: 3 clusters Score -2.386316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 179835 members 
Entering Unmasked Estep 
Score: -23863124.000000 Penalty: 6041.397461
	Iteration 99Q: 3 clusters Score -2.386312e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -23863094.000000 Penalty: 6041.397461
	Iteration 100F: 3 clusters Score -2.386309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 179902 members 
Entering Unmasked Estep 
Score: -23863088.000000 Penalty: 6041.397461
	Iteration 101Q: 3 clusters Score -2.386309e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -23863110.000000 Penalty: 6041.397461
	Iteration 102Q: 3 clusters Score -2.386311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 179956 members 
Entering Unmasked Estep 
Score: -23863140.000000 Penalty: 6041.397461
	Iteration 103Q: 3 clusters Score -2.386314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 179976 members 
Entering Unmasked Estep 
Score: -23863174.000000 Penalty: 6041.397461
	Iteration 104Q: 3 clusters Score -2.386317e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 179998 members 
Entering Unmasked Estep 
Score: -23863162.000000 Penalty: 6041.397461
	Iteration 105Q: 3 clusters Score -2.386316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 180014 members 
Entering Unmasked Estep 
Score: -23863174.000000 Penalty: 6041.397461
	Iteration 106Q: 3 clusters Score -2.386317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 180032 members 
Entering Unmasked Estep 
Score: -23863196.000000 Penalty: 6041.397461
	Iteration 107Q: 3 clusters Score -2.38632e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 180053 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6041.397461
	Iteration 108Q: 3 clusters Score -2.386318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 180073 members 
Entering Unmasked Estep 
Score: -23863198.000000 Penalty: 6041.397461
	Iteration 109Q: 3 clusters Score -2.38632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 180096 members 
Entering Unmasked Estep 
Score: -23863204.000000 Penalty: 6041.397461
	Iteration 110Q: 3 clusters Score -2.38632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 180115 members 
Entering Unmasked Estep 
Score: -23863214.000000 Penalty: 6041.397461
	Iteration 111Q: 3 clusters Score -2.386321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 180124 members 
Entering Unmasked Estep 
Score: -23863202.000000 Penalty: 6041.397461
	Iteration 112Q: 3 clusters Score -2.38632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -23863188.000000 Penalty: 6041.397461
	Iteration 113Q: 3 clusters Score -2.386319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 180142 members 
Entering Unmasked Estep 
Score: -23863190.000000 Penalty: 6041.397461
	Iteration 114Q: 3 clusters Score -2.386319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 180148 members 
Entering Unmasked Estep 
Score: -23863178.000000 Penalty: 6041.397461
	Iteration 115Q: 3 clusters Score -2.386318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -23863182.000000 Penalty: 6041.397461
	Iteration 116Q: 3 clusters Score -2.386318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 180173 members 
Entering Unmasked Estep 
Score: -23863166.000000 Penalty: 6041.397461
	Iteration 117Q: 3 clusters Score -2.386317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -23863144.000000 Penalty: 6041.397461
	Iteration 118Q: 3 clusters Score -2.386314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 180200 members 
Entering Unmasked Estep 
Score: -23863158.000000 Penalty: 6041.397461
	Iteration 119Q: 3 clusters Score -2.386316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 180218 members 
Entering Unmasked Estep 
Score: -23863172.000000 Penalty: 6041.397461
	Iteration 120F: 3 clusters Score -2.386317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 180234 members 
Entering Unmasked Estep 
Score: -23863170.000000 Penalty: 6041.397461
	Iteration 121Q: 3 clusters Score -2.386317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 180248 members 
Entering Unmasked Estep 
Score: -23863156.000000 Penalty: 6041.397461
	Iteration 122Q: 3 clusters Score -2.386316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 180269 members 
Entering Unmasked Estep 
Score: -23863162.000000 Penalty: 6041.397461
	Iteration 123Q: 3 clusters Score -2.386316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 180279 members 
Entering Unmasked Estep 
Score: -23863174.000000 Penalty: 6041.397461
	Iteration 124Q: 3 clusters Score -2.386317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 180293 members 
Entering Unmasked Estep 
Score: -23863198.000000 Penalty: 6041.397461
	Iteration 125Q: 3 clusters Score -2.38632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 180305 members 
Entering Unmasked Estep 
Score: -23863190.000000 Penalty: 6041.397461
	Iteration 126Q: 3 clusters Score -2.386319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 180317 members 
Entering Unmasked Estep 
Score: -23863178.000000 Penalty: 6041.397461
	Iteration 127Q: 3 clusters Score -2.386318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 180331 members 
Entering Unmasked Estep 
Score: -23863202.000000 Penalty: 6041.397461
	Iteration 128Q: 3 clusters Score -2.38632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 180346 members 
Entering Unmasked Estep 
Score: -23863198.000000 Penalty: 6041.397461
	Iteration 129Q: 3 clusters Score -2.38632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 180359 members 
Entering Unmasked Estep 
Score: -23863186.000000 Penalty: 6041.397461
	Iteration 130Q: 3 clusters Score -2.386319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 180372 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6041.397461
	Iteration 131Q: 3 clusters Score -2.386318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 180384 members 
Entering Unmasked Estep 
Score: -23863180.000000 Penalty: 6041.397461
	Iteration 132Q: 3 clusters Score -2.386318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 180393 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6041.397461
	Iteration 133Q: 3 clusters Score -2.386318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 180402 members 
Entering Unmasked Estep 
Score: -23863170.000000 Penalty: 6041.397461
	Iteration 134Q: 3 clusters Score -2.386317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6041.397461
	Iteration 135Q: 3 clusters Score -2.386318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 180428 members 
Entering Unmasked Estep 
Score: -23863156.000000 Penalty: 6041.397461
	Iteration 136Q: 3 clusters Score -2.386316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 180443 members 
Entering Unmasked Estep 
Score: -23863186.000000 Penalty: 6041.397461
	Iteration 137Q: 3 clusters Score -2.386319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 180466 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 6041.397461
	Iteration 138Q: 3 clusters Score -2.386318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -23863164.000000 Penalty: 6041.397461
	Iteration 139Q: 3 clusters Score -2.386316e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 180517 members 
Entering Unmasked Estep 
Score: -23863162.000000 Penalty: 6041.397461
	Iteration 140F: 3 clusters Score -2.386316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 180549 members 
Entering Unmasked Estep 
Score: -23863180.000000 Penalty: 6041.397461
	Iteration 141Q: 3 clusters Score -2.386318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 180571 members 
Entering Unmasked Estep 
Score: -23863190.000000 Penalty: 6041.397461
	Iteration 142Q: 3 clusters Score -2.386319e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 180592 members 
Entering Unmasked Estep 
Score: -23863192.000000 Penalty: 6041.397461
	Iteration 143Q: 3 clusters Score -2.386319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 180620 members 
Entering Unmasked Estep 
Score: -23863198.000000 Penalty: 6041.397461
	Iteration 144Q: 3 clusters Score -2.38632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 180634 members 
Entering Unmasked Estep 
Score: -23863200.000000 Penalty: 6041.397461
	Iteration 145Q: 3 clusters Score -2.38632e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 180652 members 
Entering Unmasked Estep 
Score: -23863190.000000 Penalty: 6041.397461
	Iteration 146Q: 3 clusters Score -2.386319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 180670 members 
Entering Unmasked Estep 
Score: -23863200.000000 Penalty: 6041.397461
	Iteration 147Q: 3 clusters Score -2.38632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 180686 members 
Entering Unmasked Estep 
Score: -23863212.000000 Penalty: 6041.397461
	Iteration 148Q: 3 clusters Score -2.386321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 180697 members 
Entering Unmasked Estep 
Score: -23863212.000000 Penalty: 6041.397461
	Iteration 149Q: 3 clusters Score -2.386321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 180702 members 
Entering Unmasked Estep 
Score: -23863204.000000 Penalty: 6041.397461
	Iteration 150Q: 3 clusters Score -2.38632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 180709 members 
Entering Unmasked Estep 
Score: -23863186.000000 Penalty: 6041.397461
	Iteration 151Q: 3 clusters Score -2.386319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 180716 members 
Entering Unmasked Estep 
Score: -23863186.000000 Penalty: 6041.397461
	Iteration 152Q: 3 clusters Score -2.386319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 180727 members 
Entering Unmasked Estep 
Score: -23863192.000000 Penalty: 6041.397461
	Iteration 153Q: 3 clusters Score -2.386319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -23863166.000000 Penalty: 6041.397461
	Iteration 154Q: 3 clusters Score -2.386317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -23863176.000000 Penalty: 6041.397461
	Iteration 155Q: 3 clusters Score -2.386318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 180767 members 
Entering Unmasked Estep 
Score: -23863178.000000 Penalty: 6041.397461
	Iteration 156Q: 3 clusters Score -2.386318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 180786 members 
Entering Unmasked Estep 
Score: -23863218.000000 Penalty: 6041.397461
	Iteration 157Q: 3 clusters Score -2.386322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 180798 members 
Entering Unmasked Estep 
Score: -23863224.000000 Penalty: 6041.397461
	Iteration 158Q: 3 clusters Score -2.386322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 180808 members 
Entering Unmasked Estep 
Score: -23863232.000000 Penalty: 6041.397461
	Iteration 159Q: 3 clusters Score -2.386323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -23863216.000000 Penalty: 6041.397461
	Iteration 160F: 3 clusters Score -2.386322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -23863210.000000 Penalty: 6041.397461
	Iteration 161Q: 3 clusters Score -2.386321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 180840 members 
Entering Unmasked Estep 
Score: -23863212.000000 Penalty: 6041.397461
	Iteration 162Q: 3 clusters Score -2.386321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -23863212.000000 Penalty: 6041.397461
	Iteration 163Q: 3 clusters Score -2.386321e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 180873 members 
Entering Unmasked Estep 
Score: -23863218.000000 Penalty: 6041.397461
	Iteration 164Q: 3 clusters Score -2.386322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 180892 members 
Entering Unmasked Estep 
Score: -23863224.000000 Penalty: 6041.397461
	Iteration 165Q: 3 clusters Score -2.386322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 180911 members 
Entering Unmasked Estep 
Score: -23863208.000000 Penalty: 6041.397461
	Iteration 166Q: 3 clusters Score -2.386321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 180926 members 
Entering Unmasked Estep 
Score: -23863202.000000 Penalty: 6041.397461
	Iteration 167Q: 3 clusters Score -2.38632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 180937 members 
Entering Unmasked Estep 
Score: -23863188.000000 Penalty: 6041.397461
	Iteration 168Q: 3 clusters Score -2.386319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 180941 members 
Entering Unmasked Estep 
Score: -23863182.000000 Penalty: 6041.397461
	Iteration 169Q: 3 clusters Score -2.386318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -23863178.000000 Penalty: 6041.397461
	Iteration 170Q: 3 clusters Score -2.386318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 180950 members 
Entering Unmasked Estep 
Score: -23863186.000000 Penalty: 6041.397461
	Iteration 171Q: 3 clusters Score -2.386319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 180958 members 
Entering Unmasked Estep 
Score: -23863202.000000 Penalty: 6041.397461
	Iteration 172Q: 3 clusters Score -2.38632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -23863204.000000 Penalty: 6041.397461
	Iteration 173Q: 3 clusters Score -2.38632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 180973 members 
Entering Unmasked Estep 
Score: -23863200.000000 Penalty: 6041.397461
	Iteration 174Q: 3 clusters Score -2.38632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 180983 members 
Entering Unmasked Estep 
Score: -23863210.000000 Penalty: 6041.397461
	Iteration 175Q: 3 clusters Score -2.386321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 180990 members 
Entering Unmasked Estep 
Score: -23863228.000000 Penalty: 6041.397461
	Iteration 176Q: 3 clusters Score -2.386323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 180995 members 
Entering Unmasked Estep 
Score: -23863242.000000 Penalty: 6041.397461
	Iteration 177Q: 3 clusters Score -2.386324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -23863248.000000 Penalty: 6041.397461
	Iteration 178Q: 3 clusters Score -2.386325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 181003 members 
Entering Unmasked Estep 
Score: -23863250.000000 Penalty: 6041.397461
	Iteration 179Q: 3 clusters Score -2.386325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -23863258.000000 Penalty: 6041.397461
	Iteration 180F: 3 clusters Score -2.386326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -23863232.000000 Penalty: 6041.397461
	Iteration 181Q: 3 clusters Score -2.386323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -23863222.000000 Penalty: 6041.397461
	Iteration 182Q: 3 clusters Score -2.386322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 181019 members 
Entering Unmasked Estep 
Score: -23863222.000000 Penalty: 6041.397461
	Iteration 183Q: 3 clusters Score -2.386322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 181019 members 
Entering Unmasked Estep 
Score: -23863222.000000 Penalty: 6041.397461
	Iteration 184F: 3 clusters Score -2.386322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (116292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Entering Unmasked Estep 
Score: -14448561.000000 Penalty: 2892.637207
	Iteration 0F: 2 clusters Score -1.444856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -14370855.000000 Penalty: 5785.274414
	Iteration 0F: 3 clusters Score -1.437086e+07 nChanged 55304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -14402752.000000 Penalty: 5785.274414
	Iteration 1F: 3 clusters Score -1.440275e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57221 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -14403655.000000 Penalty: 5785.274414
	Iteration 2Q: 3 clusters Score -1.440366e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -14404778.000000 Penalty: 5785.274414
	Iteration 3Q: 3 clusters Score -1.440478e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -14406171.000000 Penalty: 5785.274414
	Iteration 4Q: 3 clusters Score -1.440617e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -14408216.000000 Penalty: 5785.274414
	Iteration 5Q: 3 clusters Score -1.440822e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -14410519.000000 Penalty: 5785.274414
	Iteration 6Q: 3 clusters Score -1.441052e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -14413846.000000 Penalty: 5785.274414
	Iteration 7F: 3 clusters Score -1.441385e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -14418637.000000 Penalty: 5785.274414
	Iteration 8F: 3 clusters Score -1.441864e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -14424362.000000 Penalty: 5785.274414
	Iteration 9F: 3 clusters Score -1.442436e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -14429886.000000 Penalty: 5785.274414
	Iteration 10F: 3 clusters Score -1.442989e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -14432802.000000 Penalty: 5785.274414
	Iteration 11F: 3 clusters Score -1.44328e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -14433822.000000 Penalty: 5785.274414
	Iteration 12Q: 3 clusters Score -1.443382e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -14434141.000000 Penalty: 5785.274414
	Iteration 13Q: 3 clusters Score -1.443414e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -14434412.000000 Penalty: 5785.274414
	Iteration 14Q: 3 clusters Score -1.443441e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -14434659.000000 Penalty: 5785.274414
	Iteration 15Q: 3 clusters Score -1.443466e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -14434828.000000 Penalty: 5785.274414
	Iteration 16Q: 3 clusters Score -1.443483e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -14434948.000000 Penalty: 5785.274414
	Iteration 17Q: 3 clusters Score -1.443495e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -14435084.000000 Penalty: 5785.274414
	Iteration 18Q: 3 clusters Score -1.443508e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -14435113.000000 Penalty: 5785.274414
	Iteration 19Q: 3 clusters Score -1.443511e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -14435183.000000 Penalty: 5785.274414
	Iteration 20F: 3 clusters Score -1.443518e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -14435281.000000 Penalty: 5785.274414
	Iteration 21Q: 3 clusters Score -1.443528e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -14435354.000000 Penalty: 5785.274414
	Iteration 22Q: 3 clusters Score -1.443535e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -14435410.000000 Penalty: 5785.274414
	Iteration 23Q: 3 clusters Score -1.443541e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -14435489.000000 Penalty: 5785.274414
	Iteration 24Q: 3 clusters Score -1.443549e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -14435515.000000 Penalty: 5785.274414
	Iteration 25Q: 3 clusters Score -1.443552e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -14435499.000000 Penalty: 5785.274414
	Iteration 26Q: 3 clusters Score -1.44355e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -14435444.000000 Penalty: 5785.274414
	Iteration 27Q: 3 clusters Score -1.443544e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -14435482.000000 Penalty: 5785.274414
	Iteration 28Q: 3 clusters Score -1.443548e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -14435468.000000 Penalty: 5785.274414
	Iteration 29Q: 3 clusters Score -1.443547e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -14435551.000000 Penalty: 5785.274414
	Iteration 30Q: 3 clusters Score -1.443555e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -14435604.000000 Penalty: 5785.274414
	Iteration 31Q: 3 clusters Score -1.44356e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -14435630.000000 Penalty: 5785.274414
	Iteration 32Q: 3 clusters Score -1.443563e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -14435691.000000 Penalty: 5785.274414
	Iteration 33Q: 3 clusters Score -1.443569e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -14435716.000000 Penalty: 5785.274414
	Iteration 34Q: 3 clusters Score -1.443572e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -14435789.000000 Penalty: 5785.274414
	Iteration 35Q: 3 clusters Score -1.443579e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64407 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -14435791.000000 Penalty: 5785.274414
	Iteration 36Q: 3 clusters Score -1.443579e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64916 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -14435860.000000 Penalty: 5785.274414
	Iteration 37Q: 3 clusters Score -1.443586e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -14435915.000000 Penalty: 5785.274414
	Iteration 38Q: 3 clusters Score -1.443592e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -14436050.000000 Penalty: 5785.274414
	Iteration 39Q: 3 clusters Score -1.443605e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -14436089.000000 Penalty: 5785.274414
	Iteration 40F: 3 clusters Score -1.443609e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -14436188.000000 Penalty: 5785.274414
	Iteration 41Q: 3 clusters Score -1.443619e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -14436285.000000 Penalty: 5785.274414
	Iteration 42Q: 3 clusters Score -1.443628e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -14436378.000000 Penalty: 5785.274414
	Iteration 43Q: 3 clusters Score -1.443638e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -14436445.000000 Penalty: 5785.274414
	Iteration 44Q: 3 clusters Score -1.443644e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -14436570.000000 Penalty: 5785.274414
	Iteration 45Q: 3 clusters Score -1.443657e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -14436701.000000 Penalty: 5785.274414
	Iteration 46Q: 3 clusters Score -1.44367e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -14436856.000000 Penalty: 5785.274414
	Iteration 47Q: 3 clusters Score -1.443686e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -14437043.000000 Penalty: 5785.274414
	Iteration 48Q: 3 clusters Score -1.443704e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -14437173.000000 Penalty: 5785.274414
	Iteration 49Q: 3 clusters Score -1.443717e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -14437332.000000 Penalty: 5785.274414
	Iteration 50Q: 3 clusters Score -1.443733e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -14437393.000000 Penalty: 5785.274414
	Iteration 51Q: 3 clusters Score -1.443739e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -14437558.000000 Penalty: 5785.274414
	Iteration 52Q: 3 clusters Score -1.443756e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -14437756.000000 Penalty: 5785.274414
	Iteration 53Q: 3 clusters Score -1.443776e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -14437959.000000 Penalty: 5785.274414
	Iteration 54Q: 3 clusters Score -1.443796e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -14438154.000000 Penalty: 5785.274414
	Iteration 55Q: 3 clusters Score -1.443815e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -14438338.000000 Penalty: 5785.274414
	Iteration 56Q: 3 clusters Score -1.443834e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -14438551.000000 Penalty: 5785.274414
	Iteration 57Q: 3 clusters Score -1.443855e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -14438738.000000 Penalty: 5785.274414
	Iteration 58Q: 3 clusters Score -1.443874e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -14438921.000000 Penalty: 5785.274414
	Iteration 59Q: 3 clusters Score -1.443892e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -14439170.000000 Penalty: 5785.274414
	Iteration 60F: 3 clusters Score -1.443917e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -14439429.000000 Penalty: 5785.274414
	Iteration 61Q: 3 clusters Score -1.443943e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -14439667.000000 Penalty: 5785.274414
	Iteration 62Q: 3 clusters Score -1.443967e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88181 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -14439974.000000 Penalty: 5785.274414
	Iteration 63Q: 3 clusters Score -1.443997e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -14440190.000000 Penalty: 5785.274414
	Iteration 64Q: 3 clusters Score -1.444019e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -14440374.000000 Penalty: 5785.274414
	Iteration 65Q: 3 clusters Score -1.444037e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -14440732.000000 Penalty: 5785.274414
	Iteration 66Q: 3 clusters Score -1.444073e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -14441090.000000 Penalty: 5785.274414
	Iteration 67Q: 3 clusters Score -1.444109e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -14441511.000000 Penalty: 5785.274414
	Iteration 68Q: 3 clusters Score -1.444151e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -14441897.000000 Penalty: 5785.274414
	Iteration 69Q: 3 clusters Score -1.44419e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -14442236.000000 Penalty: 5785.274414
	Iteration 70Q: 3 clusters Score -1.444224e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -14442471.000000 Penalty: 5785.274414
	Iteration 71Q: 3 clusters Score -1.444247e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -14442758.000000 Penalty: 5785.274414
	Iteration 72Q: 3 clusters Score -1.444276e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -14442995.000000 Penalty: 5785.274414
	Iteration 73Q: 3 clusters Score -1.4443e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -14443305.000000 Penalty: 5785.274414
	Iteration 74Q: 3 clusters Score -1.44433e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102620 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -14443555.000000 Penalty: 5785.274414
	Iteration 75Q: 3 clusters Score -1.444356e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103583 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -14443891.000000 Penalty: 5785.274414
	Iteration 76Q: 3 clusters Score -1.444389e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -14444122.000000 Penalty: 5785.274414
	Iteration 77Q: 3 clusters Score -1.444412e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -14444442.000000 Penalty: 5785.274414
	Iteration 78Q: 3 clusters Score -1.444444e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106122 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -14444580.000000 Penalty: 5785.274414
	Iteration 79Q: 3 clusters Score -1.444458e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -14444863.000000 Penalty: 5785.274414
	Iteration 80F: 3 clusters Score -1.444486e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -14445005.000000 Penalty: 5785.274414
	Iteration 81Q: 3 clusters Score -1.4445e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108122 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -14445178.000000 Penalty: 5785.274414
	Iteration 82Q: 3 clusters Score -1.444518e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -14445382.000000 Penalty: 5785.274414
	Iteration 83Q: 3 clusters Score -1.444538e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -14445486.000000 Penalty: 5785.274414
	Iteration 84Q: 3 clusters Score -1.444549e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -14445606.000000 Penalty: 5785.274414
	Iteration 85Q: 3 clusters Score -1.444561e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -14445684.000000 Penalty: 5785.274414
	Iteration 86Q: 3 clusters Score -1.444568e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110303 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -14445723.000000 Penalty: 5785.274414
	Iteration 87Q: 3 clusters Score -1.444572e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -14445767.000000 Penalty: 5785.274414
	Iteration 88Q: 3 clusters Score -1.444577e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -14445808.000000 Penalty: 5785.274414
	Iteration 89Q: 3 clusters Score -1.444581e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -14445906.000000 Penalty: 5785.274414
	Iteration 90Q: 3 clusters Score -1.444591e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -14445929.000000 Penalty: 5785.274414
	Iteration 91Q: 3 clusters Score -1.444593e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -14445991.000000 Penalty: 5785.274414
	Iteration 92Q: 3 clusters Score -1.444599e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -14446050.000000 Penalty: 5785.274414
	Iteration 93Q: 3 clusters Score -1.444605e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111928 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -14446058.000000 Penalty: 5785.274414
	Iteration 94Q: 3 clusters Score -1.444606e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -14446153.000000 Penalty: 5785.274414
	Iteration 95Q: 3 clusters Score -1.444615e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -14446200.000000 Penalty: 5785.274414
	Iteration 96Q: 3 clusters Score -1.44462e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -14446275.000000 Penalty: 5785.274414
	Iteration 97Q: 3 clusters Score -1.444628e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -14446274.000000 Penalty: 5785.274414
	Iteration 98Q: 3 clusters Score -1.444627e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112679 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -14446246.000000 Penalty: 5785.274414
	Iteration 99Q: 3 clusters Score -1.444625e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14446271.000000 Penalty: 5785.274414
	Iteration 100F: 3 clusters Score -1.444627e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112868 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -14446277.000000 Penalty: 5785.274414
	Iteration 101Q: 3 clusters Score -1.444628e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -14446287.000000 Penalty: 5785.274414
	Iteration 102Q: 3 clusters Score -1.444629e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113035 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -14446318.000000 Penalty: 5785.274414
	Iteration 103Q: 3 clusters Score -1.444632e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -14446313.000000 Penalty: 5785.274414
	Iteration 104Q: 3 clusters Score -1.444631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113169 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -14446313.000000 Penalty: 5785.274414
	Iteration 105Q: 3 clusters Score -1.444631e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113243 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -14446350.000000 Penalty: 5785.274414
	Iteration 106Q: 3 clusters Score -1.444635e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113310 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -14446350.000000 Penalty: 5785.274414
	Iteration 107Q: 3 clusters Score -1.444635e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -14446398.000000 Penalty: 5785.274414
	Iteration 108Q: 3 clusters Score -1.44464e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113415 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -14446397.000000 Penalty: 5785.274414
	Iteration 109Q: 3 clusters Score -1.44464e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -14446407.000000 Penalty: 5785.274414
	Iteration 110Q: 3 clusters Score -1.444641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -14446402.000000 Penalty: 5785.274414
	Iteration 111Q: 3 clusters Score -1.44464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -14446389.000000 Penalty: 5785.274414
	Iteration 112Q: 3 clusters Score -1.444639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -14446398.000000 Penalty: 5785.274414
	Iteration 113Q: 3 clusters Score -1.44464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113537 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14446402.000000 Penalty: 5785.274414
	Iteration 114Q: 3 clusters Score -1.44464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -14446395.000000 Penalty: 5785.274414
	Iteration 115Q: 3 clusters Score -1.44464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -14446404.000000 Penalty: 5785.274414
	Iteration 116Q: 3 clusters Score -1.44464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14446401.000000 Penalty: 5785.274414
	Iteration 117Q: 3 clusters Score -1.44464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -14446398.000000 Penalty: 5785.274414
	Iteration 118Q: 3 clusters Score -1.44464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -14446403.000000 Penalty: 5785.274414
	Iteration 119Q: 3 clusters Score -1.44464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113557 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -14446398.000000 Penalty: 5785.274414
	Iteration 120F: 3 clusters Score -1.44464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14446404.000000 Penalty: 5785.274414
	Iteration 121Q: 3 clusters Score -1.44464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113558 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14446404.000000 Penalty: 5785.274414
	Iteration 122F: 3 clusters Score -1.44464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -494549.406250 Penalty: 2074.340088
	Iteration 0F: 2 clusters Score -494549.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -490431.312500 Penalty: 4148.680176
	Iteration 0F: 3 clusters Score -490431.3 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -491305.937500 Penalty: 4148.680176
	Iteration 1F: 3 clusters Score -491305.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -491517.406250 Penalty: 4148.680176
	Iteration 2F: 3 clusters Score -491517.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491647.375000 Penalty: 4148.680176
	Iteration 3Q: 3 clusters Score -491647.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -491730.937500 Penalty: 4148.680176
	Iteration 4Q: 3 clusters Score -491730.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -491792.625000 Penalty: 4148.680176
	Iteration 5Q: 3 clusters Score -491792.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -491840.468750 Penalty: 4148.680176
	Iteration 6Q: 3 clusters Score -491840.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -491878.656250 Penalty: 4148.680176
	Iteration 7Q: 3 clusters Score -491878.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -491911.687500 Penalty: 4148.680176
	Iteration 8Q: 3 clusters Score -491911.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -491943.593750 Penalty: 4148.680176
	Iteration 9Q: 3 clusters Score -491943.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -491968.343750 Penalty: 4148.680176
	Iteration 10Q: 3 clusters Score -491968.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -491994.031250 Penalty: 4148.680176
	Iteration 11Q: 3 clusters Score -491994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -492028.281250 Penalty: 4148.680176
	Iteration 12Q: 3 clusters Score -492028.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -492061.468750 Penalty: 4148.680176
	Iteration 13Q: 3 clusters Score -492061.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -492092.687500 Penalty: 4148.680176
	Iteration 14Q: 3 clusters Score -492092.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -492130.187500 Penalty: 4148.680176
	Iteration 15Q: 3 clusters Score -492130.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -492161.968750 Penalty: 4148.680176
	Iteration 16Q: 3 clusters Score -492162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -492195.812500 Penalty: 4148.680176
	Iteration 17Q: 3 clusters Score -492195.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -492232.843750 Penalty: 4148.680176
	Iteration 18Q: 3 clusters Score -492232.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -492275.437500 Penalty: 4148.680176
	Iteration 19Q: 3 clusters Score -492275.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -492312.875000 Penalty: 4148.680176
	Iteration 20F: 3 clusters Score -492312.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -492357.250000 Penalty: 4148.680176
	Iteration 21Q: 3 clusters Score -492357.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -492395.937500 Penalty: 4148.680176
	Iteration 22Q: 3 clusters Score -492395.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -492424.968750 Penalty: 4148.680176
	Iteration 23Q: 3 clusters Score -492425 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -492475.343750 Penalty: 4148.680176
	Iteration 24Q: 3 clusters Score -492475.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -492521.375000 Penalty: 4148.680176
	Iteration 25Q: 3 clusters Score -492521.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -492553.250000 Penalty: 4148.680176
	Iteration 26Q: 3 clusters Score -492553.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -492580.531250 Penalty: 4148.680176
	Iteration 27Q: 3 clusters Score -492580.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -492611.906250 Penalty: 4148.680176
	Iteration 28Q: 3 clusters Score -492611.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -492636.781250 Penalty: 4148.680176
	Iteration 29Q: 3 clusters Score -492636.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -492664.562500 Penalty: 4148.680176
	Iteration 30Q: 3 clusters Score -492664.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -492689.500000 Penalty: 4148.680176
	Iteration 31Q: 3 clusters Score -492689.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -492714.625000 Penalty: 4148.680176
	Iteration 32Q: 3 clusters Score -492714.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -492743.406250 Penalty: 4148.680176
	Iteration 33Q: 3 clusters Score -492743.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -492768.875000 Penalty: 4148.680176
	Iteration 34Q: 3 clusters Score -492768.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -492791.781250 Penalty: 4148.680176
	Iteration 35Q: 3 clusters Score -492791.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -492807.062500 Penalty: 4148.680176
	Iteration 36Q: 3 clusters Score -492807.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -492823.000000 Penalty: 4148.680176
	Iteration 37Q: 3 clusters Score -492823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -492837.500000 Penalty: 4148.680176
	Iteration 38Q: 3 clusters Score -492837.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -492845.750000 Penalty: 4148.680176
	Iteration 39Q: 3 clusters Score -492845.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -492856.812500 Penalty: 4148.680176
	Iteration 40F: 3 clusters Score -492856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -492869.156250 Penalty: 4148.680176
	Iteration 41Q: 3 clusters Score -492869.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -492885.062500 Penalty: 4148.680176
	Iteration 42Q: 3 clusters Score -492885.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -492898.406250 Penalty: 4148.680176
	Iteration 43Q: 3 clusters Score -492898.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -492909.343750 Penalty: 4148.680176
	Iteration 44Q: 3 clusters Score -492909.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -492917.812500 Penalty: 4148.680176
	Iteration 45Q: 3 clusters Score -492917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -492922.250000 Penalty: 4148.680176
	Iteration 46Q: 3 clusters Score -492922.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -492928.281250 Penalty: 4148.680176
	Iteration 47Q: 3 clusters Score -492928.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -492935.656250 Penalty: 4148.680176
	Iteration 48Q: 3 clusters Score -492935.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -492941.312500 Penalty: 4148.680176
	Iteration 49Q: 3 clusters Score -492941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -492946.093750 Penalty: 4148.680176
	Iteration 50Q: 3 clusters Score -492946.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -492950.593750 Penalty: 4148.680176
	Iteration 51Q: 3 clusters Score -492950.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -492958.343750 Penalty: 4148.680176
	Iteration 52Q: 3 clusters Score -492958.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -492966.406250 Penalty: 4148.680176
	Iteration 53Q: 3 clusters Score -492966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -492973.937500 Penalty: 4148.680176
	Iteration 54Q: 3 clusters Score -492973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -492975.718750 Penalty: 4148.680176
	Iteration 55Q: 3 clusters Score -492975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -492976.687500 Penalty: 4148.680176
	Iteration 56Q: 3 clusters Score -492976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -492977.093750 Penalty: 4148.680176
	Iteration 57Q: 3 clusters Score -492977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -492978.437500 Penalty: 4148.680176
	Iteration 58Q: 3 clusters Score -492978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -492978.093750 Penalty: 4148.680176
	Iteration 59Q: 3 clusters Score -492978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -492978.906250 Penalty: 4148.680176
	Iteration 60F: 3 clusters Score -492978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -492978.906250 Penalty: 4148.680176
	Iteration 61Q: 3 clusters Score -492978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -492981.593750 Penalty: 4148.680176
	Iteration 62Q: 3 clusters Score -492981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -492983.500000 Penalty: 4148.680176
	Iteration 63Q: 3 clusters Score -492983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -492983.875000 Penalty: 4148.680176
	Iteration 64Q: 3 clusters Score -492983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -492983.875000 Penalty: 4148.680176
	Iteration 65F: 3 clusters Score -492983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Entering Unmasked Estep 
Score: -20663206.000000 Penalty: 2983.143555
	Iteration 0F: 2 clusters Score -2.066321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 83305 members 
Entering Unmasked Estep 
Score: -20553214.000000 Penalty: 5966.287109
	Iteration 0F: 3 clusters Score -2.055321e+07 nChanged 80318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -20600746.000000 Penalty: 5966.287109
	Iteration 1F: 3 clusters Score -2.060075e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -20602942.000000 Penalty: 5966.287109
	Iteration 2Q: 3 clusters Score -2.060294e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -20606730.000000 Penalty: 5966.287109
	Iteration 3Q: 3 clusters Score -2.060673e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112494 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -20613440.000000 Penalty: 5966.287109
	Iteration 4F: 3 clusters Score -2.061344e+07 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -20624672.000000 Penalty: 5966.287109
	Iteration 5F: 3 clusters Score -2.062467e+07 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140781 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -20638574.000000 Penalty: 5966.287109
	Iteration 6F: 3 clusters Score -2.063857e+07 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -20650154.000000 Penalty: 5966.287109
	Iteration 7F: 3 clusters Score -2.065015e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -20655958.000000 Penalty: 5966.287109
	Iteration 8Q: 3 clusters Score -2.065596e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -20658504.000000 Penalty: 5966.287109
	Iteration 9Q: 3 clusters Score -2.06585e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164400 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -20659622.000000 Penalty: 5966.287109
	Iteration 10Q: 3 clusters Score -2.065962e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -20660042.000000 Penalty: 5966.287109
	Iteration 11Q: 3 clusters Score -2.066004e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165500 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -20660306.000000 Penalty: 5966.287109
	Iteration 12Q: 3 clusters Score -2.066031e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165738 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20660442.000000 Penalty: 5966.287109
	Iteration 13Q: 3 clusters Score -2.066044e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165899 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -20660570.000000 Penalty: 5966.287109
	Iteration 14Q: 3 clusters Score -2.066057e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165991 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -20660630.000000 Penalty: 5966.287109
	Iteration 15Q: 3 clusters Score -2.066063e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -20660698.000000 Penalty: 5966.287109
	Iteration 16Q: 3 clusters Score -2.06607e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -20660724.000000 Penalty: 5966.287109
	Iteration 17Q: 3 clusters Score -2.066072e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -20660794.000000 Penalty: 5966.287109
	Iteration 18Q: 3 clusters Score -2.066079e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -20660822.000000 Penalty: 5966.287109
	Iteration 19Q: 3 clusters Score -2.066082e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166247 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20660854.000000 Penalty: 5966.287109
	Iteration 20F: 3 clusters Score -2.066085e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20660876.000000 Penalty: 5966.287109
	Iteration 21Q: 3 clusters Score -2.066088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20660912.000000 Penalty: 5966.287109
	Iteration 22Q: 3 clusters Score -2.066091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166315 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20660904.000000 Penalty: 5966.287109
	Iteration 23Q: 3 clusters Score -2.06609e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166324 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20660916.000000 Penalty: 5966.287109
	Iteration 24Q: 3 clusters Score -2.066092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -20660944.000000 Penalty: 5966.287109
	Iteration 25Q: 3 clusters Score -2.066094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -20660966.000000 Penalty: 5966.287109
	Iteration 26Q: 3 clusters Score -2.066097e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166327 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20660934.000000 Penalty: 5966.287109
	Iteration 27Q: 3 clusters Score -2.066093e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166326 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -20660908.000000 Penalty: 5966.287109
	Iteration 28Q: 3 clusters Score -2.066091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166328 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -20660910.000000 Penalty: 5966.287109
	Iteration 29Q: 3 clusters Score -2.066091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166330 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20660900.000000 Penalty: 5966.287109
	Iteration 30Q: 3 clusters Score -2.06609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166335 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -20660918.000000 Penalty: 5966.287109
	Iteration 31Q: 3 clusters Score -2.066092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20660930.000000 Penalty: 5966.287109
	Iteration 32Q: 3 clusters Score -2.066093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20660940.000000 Penalty: 5966.287109
	Iteration 33Q: 3 clusters Score -2.066094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166343 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -20660946.000000 Penalty: 5966.287109
	Iteration 34Q: 3 clusters Score -2.066095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166345 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20660934.000000 Penalty: 5966.287109
	Iteration 35Q: 3 clusters Score -2.066093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166344 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20660924.000000 Penalty: 5966.287109
	Iteration 36Q: 3 clusters Score -2.066092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20660938.000000 Penalty: 5966.287109
	Iteration 37Q: 3 clusters Score -2.066094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166351 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -20660924.000000 Penalty: 5966.287109
	Iteration 38Q: 3 clusters Score -2.066092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20660928.000000 Penalty: 5966.287109
	Iteration 39Q: 3 clusters Score -2.066093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166356 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -20660938.000000 Penalty: 5966.287109
	Iteration 40F: 3 clusters Score -2.066094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -20660946.000000 Penalty: 5966.287109
	Iteration 41Q: 3 clusters Score -2.066095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20660954.000000 Penalty: 5966.287109
	Iteration 42Q: 3 clusters Score -2.066095e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166357 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20660954.000000 Penalty: 5966.287109
	Iteration 43F: 3 clusters Score -2.066095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (120699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Entering Unmasked Estep 
Score: -15035746.000000 Penalty: 2901.861816
	Iteration 0F: 2 clusters Score -1.503575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -14955338.000000 Penalty: 5803.723633
	Iteration 0F: 3 clusters Score -1.495534e+07 nChanged 57127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -14988133.000000 Penalty: 5803.723633
	Iteration 1F: 3 clusters Score -1.498813e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -14989364.000000 Penalty: 5803.723633
	Iteration 2Q: 3 clusters Score -1.498936e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -14991416.000000 Penalty: 5803.723633
	Iteration 3Q: 3 clusters Score -1.499142e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -14994679.000000 Penalty: 5803.723633
	Iteration 4F: 3 clusters Score -1.499468e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -14999663.000000 Penalty: 5803.723633
	Iteration 5F: 3 clusters Score -1.499966e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -15006628.000000 Penalty: 5803.723633
	Iteration 6F: 3 clusters Score -1.500663e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -15014615.000000 Penalty: 5803.723633
	Iteration 7F: 3 clusters Score -1.501462e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -15021036.000000 Penalty: 5803.723633
	Iteration 8F: 3 clusters Score -1.502104e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -15024017.000000 Penalty: 5803.723633
	Iteration 9Q: 3 clusters Score -1.502402e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -15025319.000000 Penalty: 5803.723633
	Iteration 10Q: 3 clusters Score -1.502532e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -15026013.000000 Penalty: 5803.723633
	Iteration 11Q: 3 clusters Score -1.502601e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -15026625.000000 Penalty: 5803.723633
	Iteration 12Q: 3 clusters Score -1.502662e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 87658 members 
Entering Unmasked Estep 
Score: -15026988.000000 Penalty: 5803.723633
	Iteration 13Q: 3 clusters Score -1.502699e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -15027318.000000 Penalty: 5803.723633
	Iteration 14Q: 3 clusters Score -1.502732e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -15027620.000000 Penalty: 5803.723633
	Iteration 15Q: 3 clusters Score -1.502762e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -15027919.000000 Penalty: 5803.723633
	Iteration 16Q: 3 clusters Score -1.502792e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 92666 members 
Entering Unmasked Estep 
Score: -15028207.000000 Penalty: 5803.723633
	Iteration 17Q: 3 clusters Score -1.502821e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 93913 members 
Entering Unmasked Estep 
Score: -15028465.000000 Penalty: 5803.723633
	Iteration 18Q: 3 clusters Score -1.502846e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -15028713.000000 Penalty: 5803.723633
	Iteration 19Q: 3 clusters Score -1.502871e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -15028981.000000 Penalty: 5803.723633
	Iteration 20F: 3 clusters Score -1.502898e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -15029288.000000 Penalty: 5803.723633
	Iteration 21Q: 3 clusters Score -1.502929e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 99115 members 
Entering Unmasked Estep 
Score: -15029550.000000 Penalty: 5803.723633
	Iteration 22Q: 3 clusters Score -1.502955e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -15029920.000000 Penalty: 5803.723633
	Iteration 23Q: 3 clusters Score -1.502992e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -15030362.000000 Penalty: 5803.723633
	Iteration 24Q: 3 clusters Score -1.503036e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -15030760.000000 Penalty: 5803.723633
	Iteration 25Q: 3 clusters Score -1.503076e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 104144 members 
Entering Unmasked Estep 
Score: -15031027.000000 Penalty: 5803.723633
	Iteration 26Q: 3 clusters Score -1.503103e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -15031311.000000 Penalty: 5803.723633
	Iteration 27Q: 3 clusters Score -1.503131e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -15031590.000000 Penalty: 5803.723633
	Iteration 28Q: 3 clusters Score -1.503159e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -15031855.000000 Penalty: 5803.723633
	Iteration 29Q: 3 clusters Score -1.503186e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -15032154.000000 Penalty: 5803.723633
	Iteration 30Q: 3 clusters Score -1.503215e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -15032328.000000 Penalty: 5803.723633
	Iteration 31Q: 3 clusters Score -1.503233e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -15032568.000000 Penalty: 5803.723633
	Iteration 32Q: 3 clusters Score -1.503257e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -15032749.000000 Penalty: 5803.723633
	Iteration 33Q: 3 clusters Score -1.503275e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 111620 members 
Entering Unmasked Estep 
Score: -15032919.000000 Penalty: 5803.723633
	Iteration 34Q: 3 clusters Score -1.503292e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -15033049.000000 Penalty: 5803.723633
	Iteration 35Q: 3 clusters Score -1.503305e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 112732 members 
Entering Unmasked Estep 
Score: -15033200.000000 Penalty: 5803.723633
	Iteration 36Q: 3 clusters Score -1.50332e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -15033340.000000 Penalty: 5803.723633
	Iteration 37Q: 3 clusters Score -1.503334e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 113710 members 
Entering Unmasked Estep 
Score: -15033497.000000 Penalty: 5803.723633
	Iteration 38Q: 3 clusters Score -1.50335e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -15033580.000000 Penalty: 5803.723633
	Iteration 39Q: 3 clusters Score -1.503358e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -15033595.000000 Penalty: 5803.723633
	Iteration 40F: 3 clusters Score -1.50336e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -15033636.000000 Penalty: 5803.723633
	Iteration 41Q: 3 clusters Score -1.503364e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 114972 members 
Entering Unmasked Estep 
Score: -15033674.000000 Penalty: 5803.723633
	Iteration 42Q: 3 clusters Score -1.503367e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 115241 members 
Entering Unmasked Estep 
Score: -15033737.000000 Penalty: 5803.723633
	Iteration 43Q: 3 clusters Score -1.503374e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 115466 members 
Entering Unmasked Estep 
Score: -15033757.000000 Penalty: 5803.723633
	Iteration 44Q: 3 clusters Score -1.503376e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 115650 members 
Entering Unmasked Estep 
Score: -15033798.000000 Penalty: 5803.723633
	Iteration 45Q: 3 clusters Score -1.50338e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -15033831.000000 Penalty: 5803.723633
	Iteration 46Q: 3 clusters Score -1.503383e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 115950 members 
Entering Unmasked Estep 
Score: -15033853.000000 Penalty: 5803.723633
	Iteration 47Q: 3 clusters Score -1.503385e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -15033882.000000 Penalty: 5803.723633
	Iteration 48Q: 3 clusters Score -1.503388e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -15033927.000000 Penalty: 5803.723633
	Iteration 49Q: 3 clusters Score -1.503393e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 116336 members 
Entering Unmasked Estep 
Score: -15033937.000000 Penalty: 5803.723633
	Iteration 50Q: 3 clusters Score -1.503394e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 116470 members 
Entering Unmasked Estep 
Score: -15033948.000000 Penalty: 5803.723633
	Iteration 51Q: 3 clusters Score -1.503395e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 116590 members 
Entering Unmasked Estep 
Score: -15033950.000000 Penalty: 5803.723633
	Iteration 52Q: 3 clusters Score -1.503395e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -15033942.000000 Penalty: 5803.723633
	Iteration 53Q: 3 clusters Score -1.503394e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -15033943.000000 Penalty: 5803.723633
	Iteration 54Q: 3 clusters Score -1.503394e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -15033955.000000 Penalty: 5803.723633
	Iteration 55Q: 3 clusters Score -1.503396e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -15034000.000000 Penalty: 5803.723633
	Iteration 56Q: 3 clusters Score -1.5034e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -15033988.000000 Penalty: 5803.723633
	Iteration 57Q: 3 clusters Score -1.503399e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 117153 members 
Entering Unmasked Estep 
Score: -15033993.000000 Penalty: 5803.723633
	Iteration 58Q: 3 clusters Score -1.503399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 117212 members 
Entering Unmasked Estep 
Score: -15034003.000000 Penalty: 5803.723633
	Iteration 59Q: 3 clusters Score -1.5034e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -15034004.000000 Penalty: 5803.723633
	Iteration 60F: 3 clusters Score -1.5034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -15034024.000000 Penalty: 5803.723633
	Iteration 61Q: 3 clusters Score -1.503402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -15034040.000000 Penalty: 5803.723633
	Iteration 62Q: 3 clusters Score -1.503404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 117373 members 
Entering Unmasked Estep 
Score: -15034043.000000 Penalty: 5803.723633
	Iteration 63Q: 3 clusters Score -1.503404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -15034073.000000 Penalty: 5803.723633
	Iteration 64Q: 3 clusters Score -1.503407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 117446 members 
Entering Unmasked Estep 
Score: -15034093.000000 Penalty: 5803.723633
	Iteration 65Q: 3 clusters Score -1.503409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -15034090.000000 Penalty: 5803.723633
	Iteration 66Q: 3 clusters Score -1.503409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -15034108.000000 Penalty: 5803.723633
	Iteration 67Q: 3 clusters Score -1.503411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -15034103.000000 Penalty: 5803.723633
	Iteration 68Q: 3 clusters Score -1.50341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 117562 members 
Entering Unmasked Estep 
Score: -15034078.000000 Penalty: 5803.723633
	Iteration 69Q: 3 clusters Score -1.503408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 117584 members 
Entering Unmasked Estep 
Score: -15034097.000000 Penalty: 5803.723633
	Iteration 70Q: 3 clusters Score -1.50341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -15034109.000000 Penalty: 5803.723633
	Iteration 71Q: 3 clusters Score -1.503411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 117637 members 
Entering Unmasked Estep 
Score: -15034137.000000 Penalty: 5803.723633
	Iteration 72Q: 3 clusters Score -1.503414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -15034115.000000 Penalty: 5803.723633
	Iteration 73Q: 3 clusters Score -1.503412e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -15034133.000000 Penalty: 5803.723633
	Iteration 74Q: 3 clusters Score -1.503413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 117722 members 
Entering Unmasked Estep 
Score: -15034140.000000 Penalty: 5803.723633
	Iteration 75Q: 3 clusters Score -1.503414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 117756 members 
Entering Unmasked Estep 
Score: -15034146.000000 Penalty: 5803.723633
	Iteration 76Q: 3 clusters Score -1.503415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -15034140.000000 Penalty: 5803.723633
	Iteration 77Q: 3 clusters Score -1.503414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 117792 members 
Entering Unmasked Estep 
Score: -15034154.000000 Penalty: 5803.723633
	Iteration 78Q: 3 clusters Score -1.503415e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -15034174.000000 Penalty: 5803.723633
	Iteration 79Q: 3 clusters Score -1.503417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 117835 members 
Entering Unmasked Estep 
Score: -15034166.000000 Penalty: 5803.723633
	Iteration 80F: 3 clusters Score -1.503417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 117854 members 
Entering Unmasked Estep 
Score: -15034160.000000 Penalty: 5803.723633
	Iteration 81Q: 3 clusters Score -1.503416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 117869 members 
Entering Unmasked Estep 
Score: -15034176.000000 Penalty: 5803.723633
	Iteration 82Q: 3 clusters Score -1.503418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 117873 members 
Entering Unmasked Estep 
Score: -15034177.000000 Penalty: 5803.723633
	Iteration 83Q: 3 clusters Score -1.503418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -15034174.000000 Penalty: 5803.723633
	Iteration 84Q: 3 clusters Score -1.503417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -15034184.000000 Penalty: 5803.723633
	Iteration 85Q: 3 clusters Score -1.503418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 117885 members 
Entering Unmasked Estep 
Score: -15034194.000000 Penalty: 5803.723633
	Iteration 86Q: 3 clusters Score -1.503419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -15034186.000000 Penalty: 5803.723633
	Iteration 87Q: 3 clusters Score -1.503419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 117892 members 
Entering Unmasked Estep 
Score: -15034173.000000 Penalty: 5803.723633
	Iteration 88Q: 3 clusters Score -1.503417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 117896 members 
Entering Unmasked Estep 
Score: -15034181.000000 Penalty: 5803.723633
	Iteration 89Q: 3 clusters Score -1.503418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
Score: -15034190.000000 Penalty: 5803.723633
	Iteration 90Q: 3 clusters Score -1.503419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 117912 members 
Entering Unmasked Estep 
Score: -15034197.000000 Penalty: 5803.723633
	Iteration 91Q: 3 clusters Score -1.50342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 117919 members 
Entering Unmasked Estep 
Score: -15034202.000000 Penalty: 5803.723633
	Iteration 92Q: 3 clusters Score -1.50342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -15034200.000000 Penalty: 5803.723633
	Iteration 93Q: 3 clusters Score -1.50342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -15034209.000000 Penalty: 5803.723633
	Iteration 94Q: 3 clusters Score -1.503421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -15034211.000000 Penalty: 5803.723633
	Iteration 95Q: 3 clusters Score -1.503421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 117925 members 
Entering Unmasked Estep 
Score: -15034211.000000 Penalty: 5803.723633
	Iteration 96F: 3 clusters Score -1.503421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (164703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Entering Unmasked Estep 
Score: -20228320.000000 Penalty: 2978.950928
	Iteration 0F: 2 clusters Score -2.022832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -20119918.000000 Penalty: 5957.901855
	Iteration 0F: 3 clusters Score -2.011992e+07 nChanged 78607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -20165930.000000 Penalty: 5957.901855
	Iteration 1F: 3 clusters Score -2.016593e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -20167202.000000 Penalty: 5957.901855
	Iteration 2Q: 3 clusters Score -2.01672e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -20168604.000000 Penalty: 5957.901855
	Iteration 3Q: 3 clusters Score -2.01686e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91096 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -20170252.000000 Penalty: 5957.901855
	Iteration 4Q: 3 clusters Score -2.017025e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -20172848.000000 Penalty: 5957.901855
	Iteration 5Q: 3 clusters Score -2.017285e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -20176726.000000 Penalty: 5957.901855
	Iteration 6Q: 3 clusters Score -2.017673e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -20182260.000000 Penalty: 5957.901855
	Iteration 7F: 3 clusters Score -2.018226e+07 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -20189974.000000 Penalty: 5957.901855
	Iteration 8F: 3 clusters Score -2.018997e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -20199012.000000 Penalty: 5957.901855
	Iteration 9F: 3 clusters Score -2.019901e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -20208036.000000 Penalty: 5957.901855
	Iteration 10F: 3 clusters Score -2.020804e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146862 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -20214562.000000 Penalty: 5957.901855
	Iteration 11Q: 3 clusters Score -2.021456e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151628 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -20218618.000000 Penalty: 5957.901855
	Iteration 12Q: 3 clusters Score -2.021862e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -20221138.000000 Penalty: 5957.901855
	Iteration 13Q: 3 clusters Score -2.022114e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157071 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -20222628.000000 Penalty: 5957.901855
	Iteration 14Q: 3 clusters Score -2.022263e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -20223522.000000 Penalty: 5957.901855
	Iteration 15Q: 3 clusters Score -2.022352e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -20224264.000000 Penalty: 5957.901855
	Iteration 16Q: 3 clusters Score -2.022426e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -20224722.000000 Penalty: 5957.901855
	Iteration 17Q: 3 clusters Score -2.022472e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -20225050.000000 Penalty: 5957.901855
	Iteration 18Q: 3 clusters Score -2.022505e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161903 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -20225252.000000 Penalty: 5957.901855
	Iteration 19Q: 3 clusters Score -2.022525e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162278 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20225394.000000 Penalty: 5957.901855
	Iteration 20F: 3 clusters Score -2.022539e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162569 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20225498.000000 Penalty: 5957.901855
	Iteration 21Q: 3 clusters Score -2.02255e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162799 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -20225646.000000 Penalty: 5957.901855
	Iteration 22Q: 3 clusters Score -2.022565e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162963 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -20225688.000000 Penalty: 5957.901855
	Iteration 23Q: 3 clusters Score -2.022569e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20225692.000000 Penalty: 5957.901855
	Iteration 24Q: 3 clusters Score -2.022569e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20225726.000000 Penalty: 5957.901855
	Iteration 25Q: 3 clusters Score -2.022573e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20225758.000000 Penalty: 5957.901855
	Iteration 26Q: 3 clusters Score -2.022576e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -20225756.000000 Penalty: 5957.901855
	Iteration 27Q: 3 clusters Score -2.022576e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20225786.000000 Penalty: 5957.901855
	Iteration 28Q: 3 clusters Score -2.022579e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20225792.000000 Penalty: 5957.901855
	Iteration 29Q: 3 clusters Score -2.022579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163443 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20225810.000000 Penalty: 5957.901855
	Iteration 30Q: 3 clusters Score -2.022581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163474 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20225806.000000 Penalty: 5957.901855
	Iteration 31Q: 3 clusters Score -2.022581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20225814.000000 Penalty: 5957.901855
	Iteration 32Q: 3 clusters Score -2.022581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20225808.000000 Penalty: 5957.901855
	Iteration 33Q: 3 clusters Score -2.022581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163549 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20225822.000000 Penalty: 5957.901855
	Iteration 34Q: 3 clusters Score -2.022582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20225826.000000 Penalty: 5957.901855
	Iteration 35Q: 3 clusters Score -2.022583e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -20225820.000000 Penalty: 5957.901855
	Iteration 36Q: 3 clusters Score -2.022582e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20225856.000000 Penalty: 5957.901855
	Iteration 37Q: 3 clusters Score -2.022586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163609 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20225864.000000 Penalty: 5957.901855
	Iteration 38Q: 3 clusters Score -2.022586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163626 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20225864.000000 Penalty: 5957.901855
	Iteration 39Q: 3 clusters Score -2.022586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163641 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -20225878.000000 Penalty: 5957.901855
	Iteration 40F: 3 clusters Score -2.022588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163652 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20225876.000000 Penalty: 5957.901855
	Iteration 41Q: 3 clusters Score -2.022588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163664 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20225880.000000 Penalty: 5957.901855
	Iteration 42Q: 3 clusters Score -2.022588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20225866.000000 Penalty: 5957.901855
	Iteration 43Q: 3 clusters Score -2.022587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20225876.000000 Penalty: 5957.901855
	Iteration 44Q: 3 clusters Score -2.022588e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163702 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20225886.000000 Penalty: 5957.901855
	Iteration 45Q: 3 clusters Score -2.022589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -20225892.000000 Penalty: 5957.901855
	Iteration 46Q: 3 clusters Score -2.022589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20225890.000000 Penalty: 5957.901855
	Iteration 47Q: 3 clusters Score -2.022589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20225890.000000 Penalty: 5957.901855
	Iteration 48Q: 3 clusters Score -2.022589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -20225896.000000 Penalty: 5957.901855
	Iteration 49Q: 3 clusters Score -2.02259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20225900.000000 Penalty: 5957.901855
	Iteration 50Q: 3 clusters Score -2.02259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20225894.000000 Penalty: 5957.901855
	Iteration 51Q: 3 clusters Score -2.022589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20225888.000000 Penalty: 5957.901855
	Iteration 52Q: 3 clusters Score -2.022589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20225902.000000 Penalty: 5957.901855
	Iteration 53Q: 3 clusters Score -2.02259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -20225900.000000 Penalty: 5957.901855
	Iteration 54Q: 3 clusters Score -2.02259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163735 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20225898.000000 Penalty: 5957.901855
	Iteration 55Q: 3 clusters Score -2.02259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163740 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -20225904.000000 Penalty: 5957.901855
	Iteration 56Q: 3 clusters Score -2.02259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20225912.000000 Penalty: 5957.901855
	Iteration 57Q: 3 clusters Score -2.022591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20225906.000000 Penalty: 5957.901855
	Iteration 58Q: 3 clusters Score -2.022591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -20225916.000000 Penalty: 5957.901855
	Iteration 59Q: 3 clusters Score -2.022592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163754 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20225920.000000 Penalty: 5957.901855
	Iteration 60F: 3 clusters Score -2.022592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20225914.000000 Penalty: 5957.901855
	Iteration 61Q: 3 clusters Score -2.022591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20225910.000000 Penalty: 5957.901855
	Iteration 62Q: 3 clusters Score -2.022591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20225910.000000 Penalty: 5957.901855
	Iteration 63F: 3 clusters Score -2.022591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -349729.343750 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -349729.3 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 1422 members 
Entering Unmasked Estep 
Score: -346578.156250 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -346578.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -347205.812500 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -347205.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -347361.406250 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -347361.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -347458.968750 Penalty: 3943.099365
	Iteration 3Q: 3 clusters Score -347459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -347528.906250 Penalty: 3943.099365
	Iteration 4Q: 3 clusters Score -347528.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -347585.906250 Penalty: 3943.099365
	Iteration 5Q: 3 clusters Score -347585.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -347643.562500 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -347643.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -347685.500000 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -347685.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -347727.125000 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -347727.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -347774.468750 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -347774.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -347804.000000 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -347804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -347833.906250 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -347833.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -347868.531250 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -347868.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -347909.781250 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -347909.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -347952.781250 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -347952.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -347979.218750 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -347979.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -347999.593750 Penalty: 3943.099365
	Iteration 16Q: 3 clusters Score -347999.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -348010.312500 Penalty: 3943.099365
	Iteration 17Q: 3 clusters Score -348010.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -348021.062500 Penalty: 3943.099365
	Iteration 18Q: 3 clusters Score -348021.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -348033.937500 Penalty: 3943.099365
	Iteration 19Q: 3 clusters Score -348033.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -348047.312500 Penalty: 3943.099365
	Iteration 20F: 3 clusters Score -348047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -348058.531250 Penalty: 3943.099365
	Iteration 21Q: 3 clusters Score -348058.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -348068.906250 Penalty: 3943.099365
	Iteration 22Q: 3 clusters Score -348068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -348082.593750 Penalty: 3943.099365
	Iteration 23Q: 3 clusters Score -348082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -348090.187500 Penalty: 3943.099365
	Iteration 24Q: 3 clusters Score -348090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -348102.093750 Penalty: 3943.099365
	Iteration 25Q: 3 clusters Score -348102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -348109.781250 Penalty: 3943.099365
	Iteration 26Q: 3 clusters Score -348109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -348112.187500 Penalty: 3943.099365
	Iteration 27Q: 3 clusters Score -348112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -348114.718750 Penalty: 3943.099365
	Iteration 28Q: 3 clusters Score -348114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -348117.500000 Penalty: 3943.099365
	Iteration 29Q: 3 clusters Score -348117.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -348120.187500 Penalty: 3943.099365
	Iteration 30Q: 3 clusters Score -348120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -348124.125000 Penalty: 3943.099365
	Iteration 31Q: 3 clusters Score -348124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -348128.375000 Penalty: 3943.099365
	Iteration 32Q: 3 clusters Score -348128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -348130.968750 Penalty: 3943.099365
	Iteration 33Q: 3 clusters Score -348131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -348133.718750 Penalty: 3943.099365
	Iteration 34Q: 3 clusters Score -348133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -348138.562500 Penalty: 3943.099365
	Iteration 35Q: 3 clusters Score -348138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -348141.468750 Penalty: 3943.099365
	Iteration 36Q: 3 clusters Score -348141.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -348142.843750 Penalty: 3943.099365
	Iteration 37Q: 3 clusters Score -348142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -348144.718750 Penalty: 3943.099365
	Iteration 38Q: 3 clusters Score -348144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -348146.000000 Penalty: 3943.099365
	Iteration 39Q: 3 clusters Score -348146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -348147.906250 Penalty: 3943.099365
	Iteration 40F: 3 clusters Score -348147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -348148.250000 Penalty: 3943.099365
	Iteration 41Q: 3 clusters Score -348148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -348151.218750 Penalty: 3943.099365
	Iteration 42Q: 3 clusters Score -348151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -348153.437500 Penalty: 3943.099365
	Iteration 43Q: 3 clusters Score -348153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -348154.406250 Penalty: 3943.099365
	Iteration 44Q: 3 clusters Score -348154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -348155.500000 Penalty: 3943.099365
	Iteration 45Q: 3 clusters Score -348155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -348156.406250 Penalty: 3943.099365
	Iteration 46Q: 3 clusters Score -348156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -348158.687500 Penalty: 3943.099365
	Iteration 47Q: 3 clusters Score -348158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -348162.906250 Penalty: 3943.099365
	Iteration 48Q: 3 clusters Score -348162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -348167.968750 Penalty: 3943.099365
	Iteration 49Q: 3 clusters Score -348168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -348171.375000 Penalty: 3943.099365
	Iteration 50Q: 3 clusters Score -348171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -348173.656250 Penalty: 3943.099365
	Iteration 51Q: 3 clusters Score -348173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -348174.031250 Penalty: 3943.099365
	Iteration 52Q: 3 clusters Score -348174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -348174.031250 Penalty: 3943.099365
	Iteration 53F: 3 clusters Score -348174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1530864.000000 Penalty: 2342.403320
	Iteration 0F: 2 clusters Score -1530864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1521526.625000 Penalty: 4684.806641
	Iteration 0F: 3 clusters Score -1521527 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1524311.250000 Penalty: 4684.806641
	Iteration 1F: 3 clusters Score -1524311 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1524655.000000 Penalty: 4684.806641
	Iteration 2F: 3 clusters Score -1524655 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1525007.625000 Penalty: 4684.806641
	Iteration 3F: 3 clusters Score -1525008 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1525393.750000 Penalty: 4684.806641
	Iteration 4Q: 3 clusters Score -1525394 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1525811.875000 Penalty: 4684.806641
	Iteration 5F: 3 clusters Score -1525812 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1526216.250000 Penalty: 4684.806641
	Iteration 6F: 3 clusters Score -1526216 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1526643.875000 Penalty: 4684.806641
	Iteration 7F: 3 clusters Score -1526644 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1527073.875000 Penalty: 4684.806641
	Iteration 8F: 3 clusters Score -1527074 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1527461.875000 Penalty: 4684.806641
	Iteration 9Q: 3 clusters Score -1527462 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1527805.375000 Penalty: 4684.806641
	Iteration 10Q: 3 clusters Score -1527805 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1528078.750000 Penalty: 4684.806641
	Iteration 11Q: 3 clusters Score -1528079 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1528319.625000 Penalty: 4684.806641
	Iteration 12Q: 3 clusters Score -1528320 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1528517.500000 Penalty: 4684.806641
	Iteration 13Q: 3 clusters Score -1528518 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1528652.750000 Penalty: 4684.806641
	Iteration 14Q: 3 clusters Score -1528653 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1528765.375000 Penalty: 4684.806641
	Iteration 15Q: 3 clusters Score -1528765 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1528877.875000 Penalty: 4684.806641
	Iteration 16Q: 3 clusters Score -1528878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1528965.375000 Penalty: 4684.806641
	Iteration 17Q: 3 clusters Score -1528965 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1529057.500000 Penalty: 4684.806641
	Iteration 18Q: 3 clusters Score -1529058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1529148.500000 Penalty: 4684.806641
	Iteration 19Q: 3 clusters Score -1529148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1529231.625000 Penalty: 4684.806641
	Iteration 20F: 3 clusters Score -1529232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1529307.250000 Penalty: 4684.806641
	Iteration 21Q: 3 clusters Score -1529307 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1529375.875000 Penalty: 4684.806641
	Iteration 22Q: 3 clusters Score -1529376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1529428.375000 Penalty: 4684.806641
	Iteration 23Q: 3 clusters Score -1529428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1529482.375000 Penalty: 4684.806641
	Iteration 24Q: 3 clusters Score -1529482 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1529531.500000 Penalty: 4684.806641
	Iteration 25Q: 3 clusters Score -1529532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1529568.500000 Penalty: 4684.806641
	Iteration 26Q: 3 clusters Score -1529568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1529596.500000 Penalty: 4684.806641
	Iteration 27Q: 3 clusters Score -1529596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1529623.625000 Penalty: 4684.806641
	Iteration 28Q: 3 clusters Score -1529624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1529655.625000 Penalty: 4684.806641
	Iteration 29Q: 3 clusters Score -1529656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1529674.250000 Penalty: 4684.806641
	Iteration 30Q: 3 clusters Score -1529674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1529693.750000 Penalty: 4684.806641
	Iteration 31Q: 3 clusters Score -1529694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1529704.250000 Penalty: 4684.806641
	Iteration 32Q: 3 clusters Score -1529704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1529709.625000 Penalty: 4684.806641
	Iteration 33Q: 3 clusters Score -1529710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1529720.625000 Penalty: 4684.806641
	Iteration 34Q: 3 clusters Score -1529721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1529720.875000 Penalty: 4684.806641
	Iteration 35Q: 3 clusters Score -1529721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1529722.500000 Penalty: 4684.806641
	Iteration 36Q: 3 clusters Score -1529722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1529725.000000 Penalty: 4684.806641
	Iteration 37Q: 3 clusters Score -1529725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1529727.750000 Penalty: 4684.806641
	Iteration 38Q: 3 clusters Score -1529728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1529730.125000 Penalty: 4684.806641
	Iteration 39Q: 3 clusters Score -1529730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1529728.750000 Penalty: 4684.806641
	Iteration 40F: 3 clusters Score -1529729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1529730.500000 Penalty: 4684.806641
	Iteration 41Q: 3 clusters Score -1529730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1529731.375000 Penalty: 4684.806641
	Iteration 42Q: 3 clusters Score -1529731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1529731.375000 Penalty: 4684.806641
	Iteration 43F: 3 clusters Score -1529731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Entering Unmasked Estep 
Score: -2264236.500000 Penalty: 2441.312744
	Iteration 0F: 2 clusters Score -2264236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2250948.250000 Penalty: 4882.625488
	Iteration 0F: 3 clusters Score -2250948 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2255426.250000 Penalty: 4882.625488
	Iteration 1F: 3 clusters Score -2255426 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2255809.750000 Penalty: 4882.625488
	Iteration 2F: 3 clusters Score -2255810 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2256161.250000 Penalty: 4882.625488
	Iteration 3Q: 3 clusters Score -2256161 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2256472.250000 Penalty: 4882.625488
	Iteration 4Q: 3 clusters Score -2256472 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2256762.750000 Penalty: 4882.625488
	Iteration 5Q: 3 clusters Score -2256763 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2257038.500000 Penalty: 4882.625488
	Iteration 6Q: 3 clusters Score -2257038 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2257317.500000 Penalty: 4882.625488
	Iteration 7Q: 3 clusters Score -2257318 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2257607.750000 Penalty: 4882.625488
	Iteration 8Q: 3 clusters Score -2257608 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2257939.000000 Penalty: 4882.625488
	Iteration 9Q: 3 clusters Score -2257939 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2258271.750000 Penalty: 4882.625488
	Iteration 10Q: 3 clusters Score -2258272 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2258612.000000 Penalty: 4882.625488
	Iteration 11Q: 3 clusters Score -2258612 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2258946.500000 Penalty: 4882.625488
	Iteration 12Q: 3 clusters Score -2258946 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2259289.000000 Penalty: 4882.625488
	Iteration 13Q: 3 clusters Score -2259289 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2259620.250000 Penalty: 4882.625488
	Iteration 14Q: 3 clusters Score -2259620 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2259845.250000 Penalty: 4882.625488
	Iteration 15Q: 3 clusters Score -2259845 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2259992.750000 Penalty: 4882.625488
	Iteration 16Q: 3 clusters Score -2259993 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2260085.250000 Penalty: 4882.625488
	Iteration 17Q: 3 clusters Score -2260085 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2260152.000000 Penalty: 4882.625488
	Iteration 18Q: 3 clusters Score -2260152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2260208.000000 Penalty: 4882.625488
	Iteration 19Q: 3 clusters Score -2260208 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2260253.250000 Penalty: 4882.625488
	Iteration 20F: 3 clusters Score -2260253 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2260290.000000 Penalty: 4882.625488
	Iteration 21Q: 3 clusters Score -2260290 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2260344.250000 Penalty: 4882.625488
	Iteration 22Q: 3 clusters Score -2260344 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2260396.750000 Penalty: 4882.625488
	Iteration 23Q: 3 clusters Score -2260397 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2260436.500000 Penalty: 4882.625488
	Iteration 24Q: 3 clusters Score -2260436 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2260486.250000 Penalty: 4882.625488
	Iteration 25Q: 3 clusters Score -2260486 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2260535.000000 Penalty: 4882.625488
	Iteration 26Q: 3 clusters Score -2260535 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2260580.000000 Penalty: 4882.625488
	Iteration 27Q: 3 clusters Score -2260580 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2260618.250000 Penalty: 4882.625488
	Iteration 28Q: 3 clusters Score -2260618 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2260667.250000 Penalty: 4882.625488
	Iteration 29Q: 3 clusters Score -2260667 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2260720.750000 Penalty: 4882.625488
	Iteration 30Q: 3 clusters Score -2260721 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2260784.250000 Penalty: 4882.625488
	Iteration 31Q: 3 clusters Score -2260784 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2260846.250000 Penalty: 4882.625488
	Iteration 32Q: 3 clusters Score -2260846 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2260897.250000 Penalty: 4882.625488
	Iteration 33Q: 3 clusters Score -2260897 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2260946.000000 Penalty: 4882.625488
	Iteration 34Q: 3 clusters Score -2260946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2260985.750000 Penalty: 4882.625488
	Iteration 35Q: 3 clusters Score -2260986 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2261032.000000 Penalty: 4882.625488
	Iteration 36Q: 3 clusters Score -2261032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2261081.500000 Penalty: 4882.625488
	Iteration 37Q: 3 clusters Score -2261082 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2261128.500000 Penalty: 4882.625488
	Iteration 38Q: 3 clusters Score -2261128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2261168.500000 Penalty: 4882.625488
	Iteration 39Q: 3 clusters Score -2261168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2261203.250000 Penalty: 4882.625488
	Iteration 40F: 3 clusters Score -2261203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2261237.750000 Penalty: 4882.625488
	Iteration 41Q: 3 clusters Score -2261238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2261255.750000 Penalty: 4882.625488
	Iteration 42Q: 3 clusters Score -2261256 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2261279.750000 Penalty: 4882.625488
	Iteration 43Q: 3 clusters Score -2261280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2261297.500000 Penalty: 4882.625488
	Iteration 44Q: 3 clusters Score -2261298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2261322.500000 Penalty: 4882.625488
	Iteration 45Q: 3 clusters Score -2261322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2261348.750000 Penalty: 4882.625488
	Iteration 46Q: 3 clusters Score -2261349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2261371.500000 Penalty: 4882.625488
	Iteration 47Q: 3 clusters Score -2261372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2261397.250000 Penalty: 4882.625488
	Iteration 48Q: 3 clusters Score -2261397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2261420.500000 Penalty: 4882.625488
	Iteration 49Q: 3 clusters Score -2261420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2261448.250000 Penalty: 4882.625488
	Iteration 50Q: 3 clusters Score -2261448 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2261492.000000 Penalty: 4882.625488
	Iteration 51Q: 3 clusters Score -2261492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2261527.250000 Penalty: 4882.625488
	Iteration 52Q: 3 clusters Score -2261527 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2261561.500000 Penalty: 4882.625488
	Iteration 53Q: 3 clusters Score -2261562 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2261597.000000 Penalty: 4882.625488
	Iteration 54Q: 3 clusters Score -2261597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2261625.000000 Penalty: 4882.625488
	Iteration 55Q: 3 clusters Score -2261625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2261656.250000 Penalty: 4882.625488
	Iteration 56Q: 3 clusters Score -2261656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2261694.000000 Penalty: 4882.625488
	Iteration 57Q: 3 clusters Score -2261694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2261722.000000 Penalty: 4882.625488
	Iteration 58Q: 3 clusters Score -2261722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2261753.500000 Penalty: 4882.625488
	Iteration 59Q: 3 clusters Score -2261754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2261780.750000 Penalty: 4882.625488
	Iteration 60F: 3 clusters Score -2261781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2261813.250000 Penalty: 4882.625488
	Iteration 61Q: 3 clusters Score -2261813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2261838.000000 Penalty: 4882.625488
	Iteration 62Q: 3 clusters Score -2261838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2261858.500000 Penalty: 4882.625488
	Iteration 63Q: 3 clusters Score -2261858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2261868.750000 Penalty: 4882.625488
	Iteration 64Q: 3 clusters Score -2261869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2261886.750000 Penalty: 4882.625488
	Iteration 65Q: 3 clusters Score -2261887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2261900.750000 Penalty: 4882.625488
	Iteration 66Q: 3 clusters Score -2261901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2261924.750000 Penalty: 4882.625488
	Iteration 67Q: 3 clusters Score -2261925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2261945.750000 Penalty: 4882.625488
	Iteration 68Q: 3 clusters Score -2261946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2261961.500000 Penalty: 4882.625488
	Iteration 69Q: 3 clusters Score -2261962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2261969.000000 Penalty: 4882.625488
	Iteration 70Q: 3 clusters Score -2261969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2261977.250000 Penalty: 4882.625488
	Iteration 71Q: 3 clusters Score -2261977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2261984.500000 Penalty: 4882.625488
	Iteration 72Q: 3 clusters Score -2261984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2261988.750000 Penalty: 4882.625488
	Iteration 73Q: 3 clusters Score -2261989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2261995.500000 Penalty: 4882.625488
	Iteration 74Q: 3 clusters Score -2261996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2261998.000000 Penalty: 4882.625488
	Iteration 75Q: 3 clusters Score -2261998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2261999.250000 Penalty: 4882.625488
	Iteration 76Q: 3 clusters Score -2261999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2261999.000000 Penalty: 4882.625488
	Iteration 77Q: 3 clusters Score -2261999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2261997.750000 Penalty: 4882.625488
	Iteration 78Q: 3 clusters Score -2261998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2261999.750000 Penalty: 4882.625488
	Iteration 79Q: 3 clusters Score -2262000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2262007.000000 Penalty: 4882.625488
	Iteration 80F: 3 clusters Score -2262007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2262003.750000 Penalty: 4882.625488
	Iteration 81Q: 3 clusters Score -2262004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2262008.500000 Penalty: 4882.625488
	Iteration 82Q: 3 clusters Score -2262008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2262012.000000 Penalty: 4882.625488
	Iteration 83Q: 3 clusters Score -2262012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2262015.000000 Penalty: 4882.625488
	Iteration 84Q: 3 clusters Score -2262015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2262017.500000 Penalty: 4882.625488
	Iteration 85Q: 3 clusters Score -2262018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2262018.000000 Penalty: 4882.625488
	Iteration 86Q: 3 clusters Score -2262018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2262020.500000 Penalty: 4882.625488
	Iteration 87Q: 3 clusters Score -2262020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2262023.000000 Penalty: 4882.625488
	Iteration 88Q: 3 clusters Score -2262023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2262024.000000 Penalty: 4882.625488
	Iteration 89Q: 3 clusters Score -2262024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2262027.500000 Penalty: 4882.625488
	Iteration 90Q: 3 clusters Score -2262028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2262028.750000 Penalty: 4882.625488
	Iteration 91Q: 3 clusters Score -2262029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2262032.500000 Penalty: 4882.625488
	Iteration 92Q: 3 clusters Score -2262032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2262032.250000 Penalty: 4882.625488
	Iteration 93Q: 3 clusters Score -2262032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2262032.250000 Penalty: 4882.625488
	Iteration 94Q: 3 clusters Score -2262032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2262036.250000 Penalty: 4882.625488
	Iteration 95Q: 3 clusters Score -2262036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2262035.250000 Penalty: 4882.625488
	Iteration 96Q: 3 clusters Score -2262035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2262038.000000 Penalty: 4882.625488
	Iteration 97Q: 3 clusters Score -2262038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2262038.000000 Penalty: 4882.625488
	Iteration 98F: 3 clusters Score -2262038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -158886.437500 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -158886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -156717.828125 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -156717.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157046.343750 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -157046.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157188.171875 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -157188.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -157331.437500 Penalty: 3566.201416
	Iteration 3F: 3 clusters Score -157331.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157440.421875 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -157440.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -157583.187500 Penalty: 3566.201416
	Iteration 5F: 3 clusters Score -157583.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -157682.453125 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -157682.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -157749.937500 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -157749.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -157796.031250 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -157796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -157830.640625 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -157830.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -157857.953125 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -157858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -157886.078125 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -157886.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157911.453125 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -157911.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -157930.562500 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -157930.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -157943.406250 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -157943.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -157953.375000 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -157953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -157956.968750 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -157957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -157960.718750 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -157960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -157964.984375 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -157965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -157967.484375 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -157967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -157971.062500 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -157971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -157978.125000 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -157978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -157987.281250 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -157987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -157991.187500 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -157991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -157994.640625 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -157994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -157996.765625 Penalty: 3566.201416
	Iteration 25Q: 3 clusters Score -157996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -157999.625000 Penalty: 3566.201416
	Iteration 26Q: 3 clusters Score -157999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -157999.625000 Penalty: 3566.201416
	Iteration 27F: 3 clusters Score -157999.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -338996.125000 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -338996.1 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 1302 members 
Entering Unmasked Estep 
Score: -336005.625000 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -336005.6 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -336538.218750 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -336538.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -336674.718750 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -336674.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -336742.031250 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -336742 nChanged 67
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: -336779.562500 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -336779.6 nChanged 50
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: -336807.843750 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -336807.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -336831.250000 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -336831.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -336844.812500 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -336844.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -336857.875000 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -336857.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -336868.125000 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -336868.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -336876.125000 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -336876.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -336884.906250 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -336884.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -336892.718750 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -336892.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -336897.906250 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -336897.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -336901.562500 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -336901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -336902.031250 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -336902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -336902.500000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -336902.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -336905.687500 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -336905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -336906.875000 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -336906.9 nChanged 3
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: -336907.968750 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -336908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -336912.562500 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -336912.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -336916.343750 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -336916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -336916.875000 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -336916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -336920.250000 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -336920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -336922.062500 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -336922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -336922.000000 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -336922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -336922.000000 Penalty: 3897.310547
	Iteration 26F: 3 clusters Score -336922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (77434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77434 members 
Entering Unmasked Estep 
Score: -9199274.000000 Penalty: 2791.781006
	Iteration 0F: 2 clusters Score -9199274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -9147114.000000 Penalty: 5583.562012
	Iteration 0F: 3 clusters Score -9147114 nChanged 36572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -9167770.000000 Penalty: 5583.562012
	Iteration 1F: 3 clusters Score -9167770 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -9168275.000000 Penalty: 5583.562012
	Iteration 2Q: 3 clusters Score -9168275 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -9168745.000000 Penalty: 5583.562012
	Iteration 3Q: 3 clusters Score -9168745 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -9169215.000000 Penalty: 5583.562012
	Iteration 4Q: 3 clusters Score -9169215 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -9169545.000000 Penalty: 5583.562012
	Iteration 5Q: 3 clusters Score -9169545 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -9169952.000000 Penalty: 5583.562012
	Iteration 6Q: 3 clusters Score -9169952 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -9170340.000000 Penalty: 5583.562012
	Iteration 7Q: 3 clusters Score -9170340 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -9170781.000000 Penalty: 5583.562012
	Iteration 8Q: 3 clusters Score -9170781 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -9171319.000000 Penalty: 5583.562012
	Iteration 9Q: 3 clusters Score -9171319 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -9172058.000000 Penalty: 5583.562012
	Iteration 10Q: 3 clusters Score -9172058 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -9173337.000000 Penalty: 5583.562012
	Iteration 11Q: 3 clusters Score -9173337 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -9175317.000000 Penalty: 5583.562012
	Iteration 12Q: 3 clusters Score -9175317 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -9178531.000000 Penalty: 5583.562012
	Iteration 13F: 3 clusters Score -9178531 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -9182623.000000 Penalty: 5583.562012
	Iteration 14F: 3 clusters Score -9182623 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -9186831.000000 Penalty: 5583.562012
	Iteration 15F: 3 clusters Score -9186831 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -9190495.000000 Penalty: 5583.562012
	Iteration 16F: 3 clusters Score -9190495 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9193140.000000 Penalty: 5583.562012
	Iteration 17Q: 3 clusters Score -9193140 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9194650.000000 Penalty: 5583.562012
	Iteration 18Q: 3 clusters Score -9194650 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75678 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9195539.000000 Penalty: 5583.562012
	Iteration 19Q: 3 clusters Score -9195539 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9196049.000000 Penalty: 5583.562012
	Iteration 20F: 3 clusters Score -9196049 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9196361.000000 Penalty: 5583.562012
	Iteration 21Q: 3 clusters Score -9196361 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9196566.000000 Penalty: 5583.562012
	Iteration 22Q: 3 clusters Score -9196566 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76770 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9196661.000000 Penalty: 5583.562012
	Iteration 23Q: 3 clusters Score -9196661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9196721.000000 Penalty: 5583.562012
	Iteration 24Q: 3 clusters Score -9196721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9196752.000000 Penalty: 5583.562012
	Iteration 25Q: 3 clusters Score -9196752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9196773.000000 Penalty: 5583.562012
	Iteration 26Q: 3 clusters Score -9196773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9196809.000000 Penalty: 5583.562012
	Iteration 27Q: 3 clusters Score -9196809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9196819.000000 Penalty: 5583.562012
	Iteration 28Q: 3 clusters Score -9196819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9196832.000000 Penalty: 5583.562012
	Iteration 29Q: 3 clusters Score -9196832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9196839.000000 Penalty: 5583.562012
	Iteration 30Q: 3 clusters Score -9196839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9196841.000000 Penalty: 5583.562012
	Iteration 31Q: 3 clusters Score -9196841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9196853.000000 Penalty: 5583.562012
	Iteration 32Q: 3 clusters Score -9196853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9196849.000000 Penalty: 5583.562012
	Iteration 33Q: 3 clusters Score -9196849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9196850.000000 Penalty: 5583.562012
	Iteration 34Q: 3 clusters Score -9196850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9196853.000000 Penalty: 5583.562012
	Iteration 35Q: 3 clusters Score -9196853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9196858.000000 Penalty: 5583.562012
	Iteration 36Q: 3 clusters Score -9196858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9196860.000000 Penalty: 5583.562012
	Iteration 37Q: 3 clusters Score -9196860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9196862.000000 Penalty: 5583.562012
	Iteration 38Q: 3 clusters Score -9196862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9196867.000000 Penalty: 5583.562012
	Iteration 39Q: 3 clusters Score -9196867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9196867.000000 Penalty: 5583.562012
	Iteration 40F: 3 clusters Score -9196867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9196869.000000 Penalty: 5583.562012
	Iteration 41Q: 3 clusters Score -9196869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9196869.000000 Penalty: 5583.562012
	Iteration 42F: 3 clusters Score -9196869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3761 members 
Mstep: Class 3 contains 170577 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 180621 members 
Mstep: Class 7 contains 95158 members 
Mstep: Class 8 contains 1007 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 63822 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 12 contains 194899 members 
Mstep: Class 13 contains 116292 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 167511 members 
Mstep: Class 16 contains 120699 members 
Mstep: Class 17 contains 164703 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 18845 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 77434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682160.000000 Penalty: 95705.312500
Iteration 79Q: 28 clusters Score -1.946822e+08 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3722 members 
Mstep: Class 3 contains 168685 members 
Mstep: Class 4 contains 9652 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 181511 members 
Mstep: Class 7 contains 94924 members 
Mstep: Class 8 contains 1002 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 63730 members 
Mstep: Class 11 contains 5230 members 
Mstep: Class 12 contains 197973 members 
Mstep: Class 13 contains 116316 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 166402 members 
Mstep: Class 16 contains 120924 members 
Mstep: Class 17 contains 164486 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 18865 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 77862 members 
Mstep: Class 24 contains 177685 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684672.000000 Penalty: 95705.312500
Iteration 80F: 28 clusters Score -1.946847e+08 nChanged 13435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 166848 members 
Mstep: Class 4 contains 9990 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 181643 members 
Mstep: Class 7 contains 94134 members 
Mstep: Class 8 contains 1011 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 63524 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 200943 members 
Mstep: Class 13 contains 116018 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 15 contains 164979 members 
Mstep: Class 16 contains 120766 members 
Mstep: Class 17 contains 163965 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 12493 members 
Mstep: Class 20 contains 18792 members 
Mstep: Class 21 contains 1330 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 78258 members 
Mstep: Class 24 contains 178439 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685472.000000 Penalty: 95705.312500
Iteration 81Q: 28 clusters Score -1.946855e+08 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 165159 members 
Mstep: Class 4 contains 10220 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 181942 members 
Mstep: Class 7 contains 93634 members 
Mstep: Class 8 contains 1011 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 63333 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 203649 members 
Mstep: Class 13 contains 115750 members 
Mstep: Class 14 contains 4434 members 
Mstep: Class 15 contains 163885 members 
Mstep: Class 16 contains 120605 members 
Mstep: Class 17 contains 163528 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 12430 members 
Mstep: Class 20 contains 18748 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 78708 members 
Mstep: Class 24 contains 178843 members 
Mstep: Class 25 contains 889 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686112.000000 Penalty: 95705.312500
Iteration 82Q: 28 clusters Score -1.946861e+08 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3537 members 
Mstep: Class 3 contains 163789 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 182123 members 
Mstep: Class 7 contains 93202 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 63144 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 206148 members 
Mstep: Class 13 contains 115482 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 162951 members 
Mstep: Class 16 contains 120433 members 
Mstep: Class 17 contains 163128 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 79121 members 
Mstep: Class 24 contains 179236 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686288.000000 Penalty: 95705.312500
Iteration 83Q: 28 clusters Score -1.946863e+08 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 162655 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 182336 members 
Mstep: Class 7 contains 92826 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 62934 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 208408 members 
Mstep: Class 13 contains 115168 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 162146 members 
Mstep: Class 16 contains 120239 members 
Mstep: Class 17 contains 162759 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 12342 members 
Mstep: Class 20 contains 18733 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 2499 members 
Mstep: Class 23 contains 79490 members 
Mstep: Class 24 contains 179545 members 
Mstep: Class 25 contains 900 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687456.000000 Penalty: 95705.312500
Iteration 84Q: 28 clusters Score -1.946875e+08 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 3 contains 161830 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 182574 members 
Mstep: Class 7 contains 92516 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 62734 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 210300 members 
Mstep: Class 13 contains 114850 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 161300 members 
Mstep: Class 16 contains 120081 members 
Mstep: Class 17 contains 162438 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 2473 members 
Mstep: Class 23 contains 79858 members 
Mstep: Class 24 contains 179819 members 
Mstep: Class 25 contains 910 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688272.000000 Penalty: 95705.312500
Iteration 85Q: 28 clusters Score -1.946883e+08 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3412 members 
Mstep: Class 3 contains 161234 members 
Mstep: Class 4 contains 10716 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 182855 members 
Mstep: Class 7 contains 92249 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 62529 members 
Mstep: Class 11 contains 5222 members 
Mstep: Class 12 contains 211894 members 
Mstep: Class 13 contains 114543 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 160473 members 
Mstep: Class 16 contains 119917 members 
Mstep: Class 17 contains 162190 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 12301 members 
Mstep: Class 20 contains 18750 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 80226 members 
Mstep: Class 24 contains 180007 members 
Mstep: Class 25 contains 914 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689248.000000 Penalty: 95705.312500
Iteration 86Q: 28 clusters Score -1.946892e+08 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 3 contains 160972 members 
Mstep: Class 4 contains 10815 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 183113 members 
Mstep: Class 7 contains 91966 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 62369 members 
Mstep: Class 11 contains 5202 members 
Mstep: Class 12 contains 213190 members 
Mstep: Class 13 contains 114244 members 
Mstep: Class 14 contains 4698 members 
Mstep: Class 15 contains 159686 members 
Mstep: Class 16 contains 119792 members 
Mstep: Class 17 contains 161890 members 
Mstep: Class 18 contains 2845 members 
Mstep: Class 19 contains 12271 members 
Mstep: Class 20 contains 18735 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 80571 members 
Mstep: Class 24 contains 180193 members 
Mstep: Class 25 contains 915 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 3530.311768 but Gain 3544.640625
Score: -194690432.000000 Penalty: 92160.671875
Iteration 87Q: 27 clusters Score -1.946904e+08 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 161840 members 
Mstep: Class 4 contains 10884 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 183733 members 
Mstep: Class 7 contains 91831 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 3033 members 
Mstep: Class 10 contains 62242 members 
Mstep: Class 11 contains 5185 members 
Mstep: Class 12 contains 214232 members 
Mstep: Class 13 contains 114065 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 159323 members 
Mstep: Class 16 contains 119851 members 
Mstep: Class 17 contains 161998 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 12263 members 
Mstep: Class 20 contains 18717 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 23 contains 80914 members 
Mstep: Class 24 contains 180272 members 
Mstep: Class 25 contains 917 members 
Mstep: Class 26 contains 1333 members 
Mstep: Class 27 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694128.000000 Penalty: 92160.671875
Iteration 88Q: 27 clusters Score -1.946941e+08 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3339 members 
Mstep: Class 3 contains 162761 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 183873 members 
Mstep: Class 7 contains 91567 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 62093 members 
Mstep: Class 11 contains 5169 members 
Mstep: Class 12 contains 214447 members 
Mstep: Class 13 contains 113742 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 158590 members 
Mstep: Class 16 contains 119741 members 
Mstep: Class 17 contains 161727 members 
Mstep: Class 18 contains 2849 members 
Mstep: Class 19 contains 12239 members 
Mstep: Class 20 contains 18717 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 23 contains 81220 members 
Mstep: Class 24 contains 180405 members 
Mstep: Class 25 contains 918 members 
Mstep: Class 26 contains 1332 members 
Mstep: Class 27 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694752.000000 Penalty: 92160.671875
Iteration 89Q: 27 clusters Score -1.946948e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 164020 members 
Mstep: Class 4 contains 11039 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 184081 members 
Mstep: Class 7 contains 91324 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 61916 members 
Mstep: Class 11 contains 5169 members 
Mstep: Class 12 contains 214246 members 
Mstep: Class 13 contains 113427 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 157875 members 
Mstep: Class 16 contains 119637 members 
Mstep: Class 17 contains 161514 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 12211 members 
Mstep: Class 20 contains 18733 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 23 contains 81506 members 
Mstep: Class 24 contains 180461 members 
Mstep: Class 25 contains 918 members 
Mstep: Class 26 contains 1331 members 
Mstep: Class 27 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694944.000000 Penalty: 92160.671875
Iteration 90Q: 27 clusters Score -1.946949e+08 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3281 members 
Mstep: Class 3 contains 165646 members 
Mstep: Class 4 contains 11092 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 184301 members 
Mstep: Class 7 contains 91082 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 61737 members 
Mstep: Class 11 contains 5166 members 
Mstep: Class 12 contains 213741 members 
Mstep: Class 13 contains 113083 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 157097 members 
Mstep: Class 16 contains 119595 members 
Mstep: Class 17 contains 161336 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 12189 members 
Mstep: Class 20 contains 18747 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 23 contains 81782 members 
Mstep: Class 24 contains 180500 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 6514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695456.000000 Penalty: 92160.671875
Iteration 91Q: 27 clusters Score -1.946955e+08 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 167612 members 
Mstep: Class 4 contains 11122 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 184569 members 
Mstep: Class 7 contains 90856 members 
Mstep: Class 8 contains 1068 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 61540 members 
Mstep: Class 11 contains 5159 members 
Mstep: Class 12 contains 212921 members 
Mstep: Class 13 contains 112747 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 156304 members 
Mstep: Class 16 contains 119535 members 
Mstep: Class 17 contains 161199 members 
Mstep: Class 18 contains 2854 members 
Mstep: Class 19 contains 12177 members 
Mstep: Class 20 contains 18765 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 23 contains 82015 members 
Mstep: Class 24 contains 180525 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695856.000000 Penalty: 92160.671875
Iteration 92Q: 27 clusters Score -1.946959e+08 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 169921 members 
Mstep: Class 4 contains 11151 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 184875 members 
Mstep: Class 7 contains 90627 members 
Mstep: Class 8 contains 1069 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 61341 members 
Mstep: Class 11 contains 5171 members 
Mstep: Class 12 contains 211686 members 
Mstep: Class 13 contains 112411 members 
Mstep: Class 14 contains 4953 members 
Mstep: Class 15 contains 155530 members 
Mstep: Class 16 contains 119500 members 
Mstep: Class 17 contains 161098 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 18791 members 
Mstep: Class 21 contains 1335 members 
Mstep: Class 23 contains 82229 members 
Mstep: Class 24 contains 180516 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696864.000000 Penalty: 92160.671875
Iteration 93Q: 27 clusters Score -1.946969e+08 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3237 members 
Mstep: Class 3 contains 172552 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 185263 members 
Mstep: Class 7 contains 90399 members 
Mstep: Class 8 contains 1069 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 61159 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 210159 members 
Mstep: Class 13 contains 112082 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 154787 members 
Mstep: Class 16 contains 119514 members 
Mstep: Class 17 contains 160897 members 
Mstep: Class 18 contains 2858 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 18829 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 23 contains 82427 members 
Mstep: Class 24 contains 180405 members 
Mstep: Class 25 contains 919 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697728.000000 Penalty: 92160.671875
Iteration 94Q: 27 clusters Score -1.946977e+08 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 175406 members 
Mstep: Class 4 contains 11245 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 185580 members 
Mstep: Class 7 contains 90152 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 60988 members 
Mstep: Class 11 contains 5187 members 
Mstep: Class 12 contains 208292 members 
Mstep: Class 13 contains 111777 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 154134 members 
Mstep: Class 16 contains 119536 members 
Mstep: Class 17 contains 160745 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 12112 members 
Mstep: Class 20 contains 18866 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 23 contains 82623 members 
Mstep: Class 24 contains 180298 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697728.000000 Penalty: 92160.671875
Iteration 95Q: 27 clusters Score -1.946977e+08 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3206 members 
Mstep: Class 3 contains 178600 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 185935 members 
Mstep: Class 7 contains 89908 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 60826 members 
Mstep: Class 11 contains 5211 members 
Mstep: Class 12 contains 206087 members 
Mstep: Class 13 contains 111447 members 
Mstep: Class 14 contains 4986 members 
Mstep: Class 15 contains 153509 members 
Mstep: Class 16 contains 119562 members 
Mstep: Class 17 contains 160577 members 
Mstep: Class 18 contains 2863 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 18878 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 23 contains 82806 members 
Mstep: Class 24 contains 180165 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698848.000000 Penalty: 92160.671875
Iteration 96Q: 27 clusters Score -1.946988e+08 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3189 members 
Mstep: Class 3 contains 181867 members 
Mstep: Class 4 contains 11354 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 186343 members 
Mstep: Class 7 contains 89682 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 60672 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 203702 members 
Mstep: Class 13 contains 111089 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 152947 members 
Mstep: Class 16 contains 119631 members 
Mstep: Class 17 contains 160402 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 18899 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 23 contains 82987 members 
Mstep: Class 24 contains 180027 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700688.000000 Penalty: 92160.671875
Iteration 97Q: 27 clusters Score -1.947007e+08 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 185220 members 
Mstep: Class 4 contains 11419 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 186888 members 
Mstep: Class 7 contains 89464 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 60514 members 
Mstep: Class 11 contains 5250 members 
Mstep: Class 12 contains 201030 members 
Mstep: Class 13 contains 110692 members 
Mstep: Class 14 contains 5001 members 
Mstep: Class 15 contains 152370 members 
Mstep: Class 16 contains 119748 members 
Mstep: Class 17 contains 160232 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 12048 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 23 contains 83170 members 
Mstep: Class 24 contains 179849 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701680.000000 Penalty: 92160.671875
Iteration 98Q: 27 clusters Score -1.947017e+08 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 188550 members 
Mstep: Class 4 contains 11464 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 187528 members 
Mstep: Class 7 contains 89224 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 60331 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 198207 members 
Mstep: Class 13 contains 110345 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 151848 members 
Mstep: Class 16 contains 119856 members 
Mstep: Class 17 contains 160018 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 12034 members 
Mstep: Class 20 contains 19029 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 23 contains 83324 members 
Mstep: Class 24 contains 179771 members 
Mstep: Class 25 contains 922 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703120.000000 Penalty: 92160.671875
Iteration 99Q: 27 clusters Score -1.947031e+08 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 191701 members 
Mstep: Class 4 contains 11509 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 188272 members 
Mstep: Class 7 contains 89036 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 60189 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 195271 members 
Mstep: Class 13 contains 109887 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 151336 members 
Mstep: Class 16 contains 119988 members 
Mstep: Class 17 contains 159897 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 12010 members 
Mstep: Class 20 contains 19113 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 23 contains 83512 members 
Mstep: Class 24 contains 179708 members 
Mstep: Class 25 contains 926 members 
Mstep: Class 26 contains 1329 members 
Mstep: Class 27 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703472.000000 Penalty: 92160.671875
Iteration 100F: 27 clusters Score -1.947035e+08 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 194678 members 
Mstep: Class 4 contains 11544 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 189065 members 
Mstep: Class 7 contains 88879 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 60001 members 
Mstep: Class 11 contains 5361 members 
Mstep: Class 12 contains 192240 members 
Mstep: Class 13 contains 109478 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 150796 members 
Mstep: Class 16 contains 120191 members 
Mstep: Class 17 contains 159811 members 
Mstep: Class 18 contains 2877 members 
Mstep: Class 19 contains 11997 members 
Mstep: Class 20 contains 19163 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 23 contains 83716 members 
Mstep: Class 24 contains 179769 members 
Mstep: Class 25 contains 930 members 
Mstep: Class 26 contains 1328 members 
Mstep: Class 27 contains 6564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704016.000000 Penalty: 92160.671875
Iteration 101Q: 27 clusters Score -1.94704e+08 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 197324 members 
Mstep: Class 4 contains 11609 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 189903 members 
Mstep: Class 7 contains 88750 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 59837 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 189202 members 
Mstep: Class 13 contains 109061 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 150348 members 
Mstep: Class 16 contains 120380 members 
Mstep: Class 17 contains 159734 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 19 contains 11984 members 
Mstep: Class 20 contains 19203 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 23 contains 83909 members 
Mstep: Class 24 contains 179999 members 
Mstep: Class 25 contains 936 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704032.000000 Penalty: 92160.671875
Iteration 102Q: 27 clusters Score -1.94704e+08 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 199657 members 
Mstep: Class 4 contains 11660 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 190675 members 
Mstep: Class 7 contains 88622 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 59686 members 
Mstep: Class 11 contains 5454 members 
Mstep: Class 12 contains 186313 members 
Mstep: Class 13 contains 108650 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 149917 members 
Mstep: Class 16 contains 120639 members 
Mstep: Class 17 contains 159708 members 
Mstep: Class 18 contains 2878 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 19246 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 23 contains 84066 members 
Mstep: Class 24 contains 180365 members 
Mstep: Class 25 contains 939 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704880.000000 Penalty: 92160.671875
Iteration 103Q: 27 clusters Score -1.947049e+08 nChanged 13558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3084 members 
Mstep: Class 3 contains 201839 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 191348 members 
Mstep: Class 7 contains 88490 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 59502 members 
Mstep: Class 11 contains 5480 members 
Mstep: Class 12 contains 183584 members 
Mstep: Class 13 contains 108264 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 149377 members 
Mstep: Class 16 contains 120960 members 
Mstep: Class 17 contains 159612 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 11956 members 
Mstep: Class 20 contains 19301 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 23 contains 84230 members 
Mstep: Class 24 contains 180922 members 
Mstep: Class 25 contains 944 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705648.000000 Penalty: 92160.671875
Iteration 104Q: 27 clusters Score -1.947056e+08 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3070 members 
Mstep: Class 3 contains 203711 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 191904 members 
Mstep: Class 7 contains 88396 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 59343 members 
Mstep: Class 11 contains 5513 members 
Mstep: Class 12 contains 181064 members 
Mstep: Class 13 contains 107858 members 
Mstep: Class 14 contains 5022 members 
Mstep: Class 15 contains 148748 members 
Mstep: Class 16 contains 121297 members 
Mstep: Class 17 contains 159530 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 19325 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 23 contains 84472 members 
Mstep: Class 24 contains 181665 members 
Mstep: Class 25 contains 945 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706688.000000 Penalty: 92160.671875
Iteration 105Q: 27 clusters Score -1.947067e+08 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 205326 members 
Mstep: Class 4 contains 11738 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 192469 members 
Mstep: Class 7 contains 88319 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 59164 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 178812 members 
Mstep: Class 13 contains 107442 members 
Mstep: Class 14 contains 5021 members 
Mstep: Class 15 contains 148149 members 
Mstep: Class 16 contains 121567 members 
Mstep: Class 17 contains 159336 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 19 contains 11959 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 23 contains 84728 members 
Mstep: Class 24 contains 182556 members 
Mstep: Class 25 contains 946 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706448.000000 Penalty: 92160.671875
Iteration 106Q: 27 clusters Score -1.947064e+08 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 206584 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 193083 members 
Mstep: Class 7 contains 88274 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 59036 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 176925 members 
Mstep: Class 13 contains 106951 members 
Mstep: Class 14 contains 5023 members 
Mstep: Class 15 contains 147468 members 
Mstep: Class 16 contains 121754 members 
Mstep: Class 17 contains 159162 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 19376 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 23 contains 84963 members 
Mstep: Class 24 contains 183559 members 
Mstep: Class 25 contains 947 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706496.000000 Penalty: 92160.671875
Iteration 107Q: 27 clusters Score -1.947065e+08 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 207647 members 
Mstep: Class 4 contains 11732 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 193561 members 
Mstep: Class 7 contains 88209 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 58907 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 175223 members 
Mstep: Class 13 contains 106519 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 146733 members 
Mstep: Class 16 contains 121981 members 
Mstep: Class 17 contains 159028 members 
Mstep: Class 18 contains 2884 members 
Mstep: Class 19 contains 11982 members 
Mstep: Class 20 contains 19371 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 23 contains 85180 members 
Mstep: Class 24 contains 184675 members 
Mstep: Class 25 contains 947 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707232.000000 Penalty: 92160.671875
Iteration 108Q: 27 clusters Score -1.947072e+08 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3028 members 
Mstep: Class 3 contains 208504 members 
Mstep: Class 4 contains 11721 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 193889 members 
Mstep: Class 7 contains 88169 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 58792 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 173877 members 
Mstep: Class 13 contains 106131 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 145927 members 
Mstep: Class 16 contains 122135 members 
Mstep: Class 17 contains 158844 members 
Mstep: Class 18 contains 2881 members 
Mstep: Class 19 contains 12001 members 
Mstep: Class 20 contains 19382 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 23 contains 85393 members 
Mstep: Class 24 contains 185907 members 
Mstep: Class 25 contains 948 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707888.000000 Penalty: 92160.671875
Iteration 109Q: 27 clusters Score -1.947079e+08 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3020 members 
Mstep: Class 3 contains 209177 members 
Mstep: Class 4 contains 11726 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 194084 members 
Mstep: Class 7 contains 88144 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 58675 members 
Mstep: Class 11 contains 5651 members 
Mstep: Class 12 contains 172814 members 
Mstep: Class 13 contains 105747 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 145053 members 
Mstep: Class 16 contains 122300 members 
Mstep: Class 17 contains 158718 members 
Mstep: Class 18 contains 2877 members 
Mstep: Class 19 contains 11991 members 
Mstep: Class 20 contains 19401 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 23 contains 85635 members 
Mstep: Class 24 contains 187138 members 
Mstep: Class 25 contains 949 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708048.000000 Penalty: 92160.671875
Iteration 110Q: 27 clusters Score -1.94708e+08 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 209591 members 
Mstep: Class 4 contains 11710 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 194272 members 
Mstep: Class 7 contains 88111 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 58594 members 
Mstep: Class 11 contains 5659 members 
Mstep: Class 12 contains 172111 members 
Mstep: Class 13 contains 105355 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 144149 members 
Mstep: Class 16 contains 122402 members 
Mstep: Class 17 contains 158555 members 
Mstep: Class 18 contains 2870 members 
Mstep: Class 19 contains 11969 members 
Mstep: Class 20 contains 19445 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 23 contains 85901 members 
Mstep: Class 24 contains 188353 members 
Mstep: Class 25 contains 949 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707792.000000 Penalty: 92160.671875
Iteration 111Q: 27 clusters Score -1.947078e+08 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2992 members 
Mstep: Class 3 contains 209866 members 
Mstep: Class 4 contains 11707 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 194379 members 
Mstep: Class 7 contains 88061 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 58515 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 171607 members 
Mstep: Class 13 contains 104995 members 
Mstep: Class 14 contains 5065 members 
Mstep: Class 15 contains 143218 members 
Mstep: Class 16 contains 122508 members 
Mstep: Class 17 contains 158384 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19490 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 23 contains 86203 members 
Mstep: Class 24 contains 189503 members 
Mstep: Class 25 contains 950 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709184.000000 Penalty: 92160.671875
Iteration 112Q: 27 clusters Score -1.947092e+08 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 209922 members 
Mstep: Class 4 contains 11720 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 194511 members 
Mstep: Class 7 contains 88024 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 58429 members 
Mstep: Class 11 contains 5677 members 
Mstep: Class 12 contains 171385 members 
Mstep: Class 13 contains 104708 members 
Mstep: Class 14 contains 5081 members 
Mstep: Class 15 contains 142309 members 
Mstep: Class 16 contains 122597 members 
Mstep: Class 17 contains 158234 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 11923 members 
Mstep: Class 20 contains 19507 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 23 contains 86485 members 
Mstep: Class 24 contains 190532 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710304.000000 Penalty: 92160.671875
Iteration 113Q: 27 clusters Score -1.947103e+08 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 209848 members 
Mstep: Class 4 contains 11707 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 194661 members 
Mstep: Class 7 contains 87973 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 58380 members 
Mstep: Class 11 contains 5684 members 
Mstep: Class 12 contains 171440 members 
Mstep: Class 13 contains 104392 members 
Mstep: Class 14 contains 5104 members 
Mstep: Class 15 contains 141301 members 
Mstep: Class 16 contains 122710 members 
Mstep: Class 17 contains 158109 members 
Mstep: Class 18 contains 2867 members 
Mstep: Class 19 contains 11922 members 
Mstep: Class 20 contains 19553 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 23 contains 86767 members 
Mstep: Class 24 contains 191415 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711056.000000 Penalty: 92160.671875
Iteration 114Q: 27 clusters Score -1.947111e+08 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 209728 members 
Mstep: Class 4 contains 11674 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 194817 members 
Mstep: Class 7 contains 87917 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 58340 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 171761 members 
Mstep: Class 13 contains 104067 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 140277 members 
Mstep: Class 16 contains 122849 members 
Mstep: Class 17 contains 158007 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 19 contains 11889 members 
Mstep: Class 20 contains 19599 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 23 contains 86998 members 
Mstep: Class 24 contains 192172 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712032.000000 Penalty: 92160.671875
Iteration 115Q: 27 clusters Score -1.94712e+08 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 209426 members 
Mstep: Class 4 contains 11658 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 194983 members 
Mstep: Class 7 contains 87872 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 58296 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 172380 members 
Mstep: Class 13 contains 103753 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 139270 members 
Mstep: Class 16 contains 122978 members 
Mstep: Class 17 contains 157857 members 
Mstep: Class 18 contains 2864 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 19648 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 23 contains 87233 members 
Mstep: Class 24 contains 192798 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712048.000000 Penalty: 92160.671875
Iteration 116Q: 27 clusters Score -1.94712e+08 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 209053 members 
Mstep: Class 4 contains 11646 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 195170 members 
Mstep: Class 7 contains 87807 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 58243 members 
Mstep: Class 11 contains 5707 members 
Mstep: Class 12 contains 173180 members 
Mstep: Class 13 contains 103452 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 138250 members 
Mstep: Class 16 contains 123116 members 
Mstep: Class 17 contains 157729 members 
Mstep: Class 18 contains 2861 members 
Mstep: Class 19 contains 11835 members 
Mstep: Class 20 contains 19710 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 23 contains 87426 members 
Mstep: Class 24 contains 193297 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711872.000000 Penalty: 92160.671875
Iteration 117Q: 27 clusters Score -1.947119e+08 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2902 members 
Mstep: Class 3 contains 208617 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 195287 members 
Mstep: Class 7 contains 87764 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 58193 members 
Mstep: Class 11 contains 5716 members 
Mstep: Class 12 contains 174183 members 
Mstep: Class 13 contains 103087 members 
Mstep: Class 14 contains 5229 members 
Mstep: Class 15 contains 137228 members 
Mstep: Class 16 contains 123236 members 
Mstep: Class 17 contains 157626 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 11820 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 23 contains 87642 members 
Mstep: Class 24 contains 193770 members 
Mstep: Class 25 contains 953 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711872.000000 Penalty: 92160.671875
Iteration 118Q: 27 clusters Score -1.947119e+08 nChanged 8726
Entering ConstructFrom: 
Score: -194711872.000000 Penalty: 92160.671875
Entering ConstructFrom: 
Trying to split cluster 1 (9396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Entering Unmasked Estep 
Score: -1148993.500000 Penalty: 2268.713623
	Iteration 0F: 2 clusters Score -1148994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1141693.500000 Penalty: 4537.427246
	Iteration 0F: 3 clusters Score -1141694 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1143700.875000 Penalty: 4537.427246
	Iteration 1F: 3 clusters Score -1143701 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1143978.125000 Penalty: 4537.427246
	Iteration 2F: 3 clusters Score -1143978 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1144145.875000 Penalty: 4537.427246
	Iteration 3Q: 3 clusters Score -1144146 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1144250.125000 Penalty: 4537.427246
	Iteration 4Q: 3 clusters Score -1144250 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1144335.750000 Penalty: 4537.427246
	Iteration 5Q: 3 clusters Score -1144336 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1144423.625000 Penalty: 4537.427246
	Iteration 6Q: 3 clusters Score -1144424 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1144515.500000 Penalty: 4537.427246
	Iteration 7Q: 3 clusters Score -1144516 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1144598.750000 Penalty: 4537.427246
	Iteration 8Q: 3 clusters Score -1144599 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1144678.125000 Penalty: 4537.427246
	Iteration 9Q: 3 clusters Score -1144678 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1144750.500000 Penalty: 4537.427246
	Iteration 10Q: 3 clusters Score -1144750 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1144828.625000 Penalty: 4537.427246
	Iteration 11Q: 3 clusters Score -1144829 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1144932.125000 Penalty: 4537.427246
	Iteration 12Q: 3 clusters Score -1144932 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1145078.625000 Penalty: 4537.427246
	Iteration 13Q: 3 clusters Score -1145079 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1145265.875000 Penalty: 4537.427246
	Iteration 14Q: 3 clusters Score -1145266 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1145549.250000 Penalty: 4537.427246
	Iteration 15Q: 3 clusters Score -1145549 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1145842.625000 Penalty: 4537.427246
	Iteration 16Q: 3 clusters Score -1145843 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1146129.375000 Penalty: 4537.427246
	Iteration 17Q: 3 clusters Score -1146129 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1146373.375000 Penalty: 4537.427246
	Iteration 18Q: 3 clusters Score -1146373 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1146548.750000 Penalty: 4537.427246
	Iteration 19Q: 3 clusters Score -1146549 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1146680.000000 Penalty: 4537.427246
	Iteration 20F: 3 clusters Score -1146680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1146809.375000 Penalty: 4537.427246
	Iteration 21Q: 3 clusters Score -1146809 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1146932.375000 Penalty: 4537.427246
	Iteration 22Q: 3 clusters Score -1146932 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1147037.125000 Penalty: 4537.427246
	Iteration 23Q: 3 clusters Score -1147037 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1147103.125000 Penalty: 4537.427246
	Iteration 24Q: 3 clusters Score -1147103 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1147165.500000 Penalty: 4537.427246
	Iteration 25Q: 3 clusters Score -1147166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1147225.000000 Penalty: 4537.427246
	Iteration 26Q: 3 clusters Score -1147225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1147275.125000 Penalty: 4537.427246
	Iteration 27Q: 3 clusters Score -1147275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1147312.125000 Penalty: 4537.427246
	Iteration 28Q: 3 clusters Score -1147312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1147350.125000 Penalty: 4537.427246
	Iteration 29Q: 3 clusters Score -1147350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1147383.375000 Penalty: 4537.427246
	Iteration 30Q: 3 clusters Score -1147383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1147411.500000 Penalty: 4537.427246
	Iteration 31Q: 3 clusters Score -1147412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1147436.000000 Penalty: 4537.427246
	Iteration 32Q: 3 clusters Score -1147436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1147453.875000 Penalty: 4537.427246
	Iteration 33Q: 3 clusters Score -1147454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1147472.625000 Penalty: 4537.427246
	Iteration 34Q: 3 clusters Score -1147473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1147492.625000 Penalty: 4537.427246
	Iteration 35Q: 3 clusters Score -1147493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1147513.625000 Penalty: 4537.427246
	Iteration 36Q: 3 clusters Score -1147514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1147527.125000 Penalty: 4537.427246
	Iteration 37Q: 3 clusters Score -1147527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1147541.625000 Penalty: 4537.427246
	Iteration 38Q: 3 clusters Score -1147542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1147550.750000 Penalty: 4537.427246
	Iteration 39Q: 3 clusters Score -1147551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1147553.500000 Penalty: 4537.427246
	Iteration 40F: 3 clusters Score -1147554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1147558.750000 Penalty: 4537.427246
	Iteration 41Q: 3 clusters Score -1147559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1147559.875000 Penalty: 4537.427246
	Iteration 42Q: 3 clusters Score -1147560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1147563.625000 Penalty: 4537.427246
	Iteration 43Q: 3 clusters Score -1147564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1147565.250000 Penalty: 4537.427246
	Iteration 44Q: 3 clusters Score -1147565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1147566.625000 Penalty: 4537.427246
	Iteration 45Q: 3 clusters Score -1147567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1147567.375000 Penalty: 4537.427246
	Iteration 46Q: 3 clusters Score -1147567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1147567.750000 Penalty: 4537.427246
	Iteration 47Q: 3 clusters Score -1147568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1147567.250000 Penalty: 4537.427246
	Iteration 48Q: 3 clusters Score -1147567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1147567.250000 Penalty: 4537.427246
	Iteration 49F: 3 clusters Score -1147567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Entering Unmasked Estep 
Score: -366089.687500 Penalty: 1975.196777
	Iteration 0F: 2 clusters Score -366089.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -362921.500000 Penalty: 3950.393555
	Iteration 0F: 3 clusters Score -362921.5 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -363558.562500 Penalty: 3950.393555
	Iteration 1F: 3 clusters Score -363558.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -363712.531250 Penalty: 3950.393555
	Iteration 2F: 3 clusters Score -363712.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -363774.250000 Penalty: 3950.393555
	Iteration 3Q: 3 clusters Score -363774.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363814.406250 Penalty: 3950.393555
	Iteration 4Q: 3 clusters Score -363814.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -363841.906250 Penalty: 3950.393555
	Iteration 5Q: 3 clusters Score -363841.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -363862.500000 Penalty: 3950.393555
	Iteration 6Q: 3 clusters Score -363862.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -363883.781250 Penalty: 3950.393555
	Iteration 7Q: 3 clusters Score -363883.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -363892.218750 Penalty: 3950.393555
	Iteration 8Q: 3 clusters Score -363892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -363897.312500 Penalty: 3950.393555
	Iteration 9Q: 3 clusters Score -363897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -363903.875000 Penalty: 3950.393555
	Iteration 10Q: 3 clusters Score -363903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -363911.312500 Penalty: 3950.393555
	Iteration 11Q: 3 clusters Score -363911.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -363919.281250 Penalty: 3950.393555
	Iteration 12Q: 3 clusters Score -363919.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -363926.031250 Penalty: 3950.393555
	Iteration 13Q: 3 clusters Score -363926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -363934.156250 Penalty: 3950.393555
	Iteration 14Q: 3 clusters Score -363934.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -363938.812500 Penalty: 3950.393555
	Iteration 15Q: 3 clusters Score -363938.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363942.218750 Penalty: 3950.393555
	Iteration 16Q: 3 clusters Score -363942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363943.843750 Penalty: 3950.393555
	Iteration 17Q: 3 clusters Score -363943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -363945.812500 Penalty: 3950.393555
	Iteration 18Q: 3 clusters Score -363945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -363947.062500 Penalty: 3950.393555
	Iteration 19Q: 3 clusters Score -363947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -363949.281250 Penalty: 3950.393555
	Iteration 20F: 3 clusters Score -363949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -363950.531250 Penalty: 3950.393555
	Iteration 21Q: 3 clusters Score -363950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -363952.343750 Penalty: 3950.393555
	Iteration 22Q: 3 clusters Score -363952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -363953.250000 Penalty: 3950.393555
	Iteration 23Q: 3 clusters Score -363953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -363956.156250 Penalty: 3950.393555
	Iteration 24Q: 3 clusters Score -363956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -363956.343750 Penalty: 3950.393555
	Iteration 25Q: 3 clusters Score -363956.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -363956.750000 Penalty: 3950.393555
	Iteration 26Q: 3 clusters Score -363956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -363956.750000 Penalty: 3950.393555
	Iteration 27F: 3 clusters Score -363956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (208190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208190 members 
Entering Unmasked Estep 
Score: -25669036.000000 Penalty: 3037.059082
	Iteration 0F: 2 clusters Score -2.566904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -25537784.000000 Penalty: 6074.118164
	Iteration 0F: 3 clusters Score -2.553778e+07 nChanged 100260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106268 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -25596024.000000 Penalty: 6074.118164
	Iteration 1F: 3 clusters Score -2.559602e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 100572 members 
Entering Unmasked Estep 
Score: -25597064.000000 Penalty: 6074.118164
	Iteration 2Q: 3 clusters Score -2.559706e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109764 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -25598346.000000 Penalty: 6074.118164
	Iteration 3Q: 3 clusters Score -2.559835e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -25599886.000000 Penalty: 6074.118164
	Iteration 4Q: 3 clusters Score -2.559989e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -25602242.000000 Penalty: 6074.118164
	Iteration 5Q: 3 clusters Score -2.560224e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -25606220.000000 Penalty: 6074.118164
	Iteration 6Q: 3 clusters Score -2.560622e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -25612814.000000 Penalty: 6074.118164
	Iteration 7F: 3 clusters Score -2.561281e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -25624112.000000 Penalty: 6074.118164
	Iteration 8F: 3 clusters Score -2.562411e+07 nChanged 16826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -25638668.000000 Penalty: 6074.118164
	Iteration 9F: 3 clusters Score -2.563867e+07 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -25651934.000000 Penalty: 6074.118164
	Iteration 10F: 3 clusters Score -2.565193e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196440 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -25660108.000000 Penalty: 6074.118164
	Iteration 11F: 3 clusters Score -2.566011e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202882 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -25663704.000000 Penalty: 6074.118164
	Iteration 12Q: 3 clusters Score -2.56637e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205866 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -25665228.000000 Penalty: 6074.118164
	Iteration 13Q: 3 clusters Score -2.566523e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207022 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -25665944.000000 Penalty: 6074.118164
	Iteration 14Q: 3 clusters Score -2.566594e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207522 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -25666206.000000 Penalty: 6074.118164
	Iteration 15Q: 3 clusters Score -2.566621e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207727 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -25666320.000000 Penalty: 6074.118164
	Iteration 16Q: 3 clusters Score -2.566632e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207818 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -25666410.000000 Penalty: 6074.118164
	Iteration 17Q: 3 clusters Score -2.566641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207856 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -25666456.000000 Penalty: 6074.118164
	Iteration 18Q: 3 clusters Score -2.566646e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207884 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25666476.000000 Penalty: 6074.118164
	Iteration 19Q: 3 clusters Score -2.566648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207900 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25666506.000000 Penalty: 6074.118164
	Iteration 20F: 3 clusters Score -2.566651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25666528.000000 Penalty: 6074.118164
	Iteration 21Q: 3 clusters Score -2.566653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207914 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25666528.000000 Penalty: 6074.118164
	Iteration 22Q: 3 clusters Score -2.566653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207916 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25666530.000000 Penalty: 6074.118164
	Iteration 23Q: 3 clusters Score -2.566653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207916 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25666536.000000 Penalty: 6074.118164
	Iteration 24Q: 3 clusters Score -2.566654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207917 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25666532.000000 Penalty: 6074.118164
	Iteration 25Q: 3 clusters Score -2.566653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207919 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25666550.000000 Penalty: 6074.118164
	Iteration 26Q: 3 clusters Score -2.566655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207920 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25666546.000000 Penalty: 6074.118164
	Iteration 27Q: 3 clusters Score -2.566655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207922 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25666554.000000 Penalty: 6074.118164
	Iteration 28Q: 3 clusters Score -2.566655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207925 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -25666556.000000 Penalty: 6074.118164
	Iteration 29Q: 3 clusters Score -2.566656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207927 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25666554.000000 Penalty: 6074.118164
	Iteration 30Q: 3 clusters Score -2.566655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207929 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25666572.000000 Penalty: 6074.118164
	Iteration 31Q: 3 clusters Score -2.566657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207931 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -25666578.000000 Penalty: 6074.118164
	Iteration 32Q: 3 clusters Score -2.566658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25666578.000000 Penalty: 6074.118164
	Iteration 33Q: 3 clusters Score -2.566658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207934 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -25666580.000000 Penalty: 6074.118164
	Iteration 34Q: 3 clusters Score -2.566658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207935 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25666572.000000 Penalty: 6074.118164
	Iteration 35Q: 3 clusters Score -2.566657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207936 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25666580.000000 Penalty: 6074.118164
	Iteration 36Q: 3 clusters Score -2.566658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207937 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25666592.000000 Penalty: 6074.118164
	Iteration 37Q: 3 clusters Score -2.566659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207937 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -25666592.000000 Penalty: 6074.118164
	Iteration 38F: 3 clusters Score -2.566659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -1332453.125000 Penalty: 2321.421143
	Iteration 0F: 2 clusters Score -1332453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1323695.250000 Penalty: 4642.842285
	Iteration 0F: 3 clusters Score -1323695 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1326478.250000 Penalty: 4642.842285
	Iteration 1F: 3 clusters Score -1326478 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1326896.875000 Penalty: 4642.842285
	Iteration 2F: 3 clusters Score -1326897 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1327183.375000 Penalty: 4642.842285
	Iteration 3F: 3 clusters Score -1327183 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1327414.750000 Penalty: 4642.842285
	Iteration 4Q: 3 clusters Score -1327415 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1327625.750000 Penalty: 4642.842285
	Iteration 5Q: 3 clusters Score -1327626 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1327831.375000 Penalty: 4642.842285
	Iteration 6Q: 3 clusters Score -1327831 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1328054.500000 Penalty: 4642.842285
	Iteration 7Q: 3 clusters Score -1328054 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1328348.250000 Penalty: 4642.842285
	Iteration 8Q: 3 clusters Score -1328348 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1328747.375000 Penalty: 4642.842285
	Iteration 9Q: 3 clusters Score -1328747 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1329254.000000 Penalty: 4642.842285
	Iteration 10F: 3 clusters Score -1329254 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1329847.625000 Penalty: 4642.842285
	Iteration 11F: 3 clusters Score -1329848 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1330412.250000 Penalty: 4642.842285
	Iteration 12Q: 3 clusters Score -1330412 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1330795.500000 Penalty: 4642.842285
	Iteration 13Q: 3 clusters Score -1330796 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1331016.625000 Penalty: 4642.842285
	Iteration 14Q: 3 clusters Score -1331017 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1331142.000000 Penalty: 4642.842285
	Iteration 15Q: 3 clusters Score -1331142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1331216.500000 Penalty: 4642.842285
	Iteration 16Q: 3 clusters Score -1331216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1331265.000000 Penalty: 4642.842285
	Iteration 17Q: 3 clusters Score -1331265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1331300.625000 Penalty: 4642.842285
	Iteration 18Q: 3 clusters Score -1331301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1331329.875000 Penalty: 4642.842285
	Iteration 19Q: 3 clusters Score -1331330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1331354.000000 Penalty: 4642.842285
	Iteration 20F: 3 clusters Score -1331354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1331376.500000 Penalty: 4642.842285
	Iteration 21Q: 3 clusters Score -1331376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1331380.500000 Penalty: 4642.842285
	Iteration 22Q: 3 clusters Score -1331380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1331392.000000 Penalty: 4642.842285
	Iteration 23Q: 3 clusters Score -1331392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1331397.500000 Penalty: 4642.842285
	Iteration 24Q: 3 clusters Score -1331398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1331403.875000 Penalty: 4642.842285
	Iteration 25Q: 3 clusters Score -1331404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1331404.750000 Penalty: 4642.842285
	Iteration 26Q: 3 clusters Score -1331405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1331409.125000 Penalty: 4642.842285
	Iteration 27Q: 3 clusters Score -1331409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1331410.250000 Penalty: 4642.842285
	Iteration 28Q: 3 clusters Score -1331410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1331410.000000 Penalty: 4642.842285
	Iteration 29Q: 3 clusters Score -1331410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1331415.625000 Penalty: 4642.842285
	Iteration 30Q: 3 clusters Score -1331416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1331417.750000 Penalty: 4642.842285
	Iteration 31Q: 3 clusters Score -1331418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1331418.000000 Penalty: 4642.842285
	Iteration 32Q: 3 clusters Score -1331418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1331420.000000 Penalty: 4642.842285
	Iteration 33Q: 3 clusters Score -1331420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1331423.750000 Penalty: 4642.842285
	Iteration 34Q: 3 clusters Score -1331424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1331421.375000 Penalty: 4642.842285
	Iteration 35Q: 3 clusters Score -1331421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1331421.750000 Penalty: 4642.842285
	Iteration 36Q: 3 clusters Score -1331422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1331421.750000 Penalty: 4642.842285
	Iteration 37F: 3 clusters Score -1331422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Entering Unmasked Estep 
Score: -177014.078125 Penalty: 1829.529175
	Iteration 0F: 2 clusters Score -177014.1 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 791 members 
Entering Unmasked Estep 
Score: -174663.375000 Penalty: 3659.058350
	Iteration 0F: 3 clusters Score -174663.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175182.687500 Penalty: 3659.058350
	Iteration 1F: 3 clusters Score -175182.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -175432.937500 Penalty: 3659.058350
	Iteration 2F: 3 clusters Score -175432.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -175749.062500 Penalty: 3659.058350
	Iteration 3F: 3 clusters Score -175749.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -176258.796875 Penalty: 3659.058350
	Iteration 4F: 3 clusters Score -176258.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177315.703125 Penalty: 3659.058350
	Iteration 5F: 3 clusters Score -177315.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -178187.843750 Penalty: 3659.058350
	Iteration 6F: 3 clusters Score -178187.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -179068.937500 Penalty: 3659.058350
	Iteration 7F: 3 clusters Score -179068.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179252.265625 Penalty: 3659.058350
	Iteration 8Q: 3 clusters Score -179252.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -179290.203125 Penalty: 3659.058350
	Iteration 9Q: 3 clusters Score -179290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -179291.546875 Penalty: 3659.058350
	Iteration 10Q: 3 clusters Score -179291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -179291.546875 Penalty: 3659.058350
	Iteration 11F: 3 clusters Score -179291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 208190 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 195378 members 
Mstep: Class 7 contains 87723 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 58150 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 175391 members 
Mstep: Class 13 contains 102774 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 136187 members 
Mstep: Class 16 contains 123331 members 
Mstep: Class 17 contains 157488 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 19816 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 87846 members 
Mstep: Class 24 contains 194089 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6579 members 
Entering Unmasked Estep 
Score: -194712944.000000 Penalty: 95705.312500
Splitting cluster 5 changes total score from -194711872.000000 to -194712944.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (195378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195378 members 
Entering Unmasked Estep 
Score: -24178310.000000 Penalty: 3021.307617
	Iteration 0F: 2 clusters Score -2.417831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -24054784.000000 Penalty: 6042.615234
	Iteration 0F: 3 clusters Score -2.405478e+07 nChanged 93870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100489 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -24110188.000000 Penalty: 6042.615234
	Iteration 1F: 3 clusters Score -2.411019e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -24111424.000000 Penalty: 6042.615234
	Iteration 2Q: 3 clusters Score -2.411142e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -24113238.000000 Penalty: 6042.615234
	Iteration 3Q: 3 clusters Score -2.411324e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -24115588.000000 Penalty: 6042.615234
	Iteration 4Q: 3 clusters Score -2.411559e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115579 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -24118938.000000 Penalty: 6042.615234
	Iteration 5Q: 3 clusters Score -2.411894e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123689 members 
Mstep: Class 2 contains 71689 members 
Entering Unmasked Estep 
Score: -24123844.000000 Penalty: 6042.615234
	Iteration 6F: 3 clusters Score -2.412384e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134321 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -24130916.000000 Penalty: 6042.615234
	Iteration 7F: 3 clusters Score -2.413092e+07 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147136 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -24140318.000000 Penalty: 6042.615234
	Iteration 8F: 3 clusters Score -2.414032e+07 nChanged 14103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161113 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -24150538.000000 Penalty: 6042.615234
	Iteration 9F: 3 clusters Score -2.415054e+07 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174560 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -24160374.000000 Penalty: 6042.615234
	Iteration 10F: 3 clusters Score -2.416037e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185146 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -24168024.000000 Penalty: 6042.615234
	Iteration 11F: 3 clusters Score -2.416802e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191254 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -24172640.000000 Penalty: 6042.615234
	Iteration 12Q: 3 clusters Score -2.417264e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193922 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -24174514.000000 Penalty: 6042.615234
	Iteration 13Q: 3 clusters Score -2.417451e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194742 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24175180.000000 Penalty: 6042.615234
	Iteration 14Q: 3 clusters Score -2.417518e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195000 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -24175438.000000 Penalty: 6042.615234
	Iteration 15Q: 3 clusters Score -2.417544e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195089 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24175560.000000 Penalty: 6042.615234
	Iteration 16Q: 3 clusters Score -2.417556e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195116 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24175606.000000 Penalty: 6042.615234
	Iteration 17Q: 3 clusters Score -2.417561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195135 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24175622.000000 Penalty: 6042.615234
	Iteration 18Q: 3 clusters Score -2.417562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -24175628.000000 Penalty: 6042.615234
	Iteration 19Q: 3 clusters Score -2.417563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195143 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -24175648.000000 Penalty: 6042.615234
	Iteration 20F: 3 clusters Score -2.417565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24175660.000000 Penalty: 6042.615234
	Iteration 21Q: 3 clusters Score -2.417566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195147 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -24175648.000000 Penalty: 6042.615234
	Iteration 22Q: 3 clusters Score -2.417565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195150 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24175672.000000 Penalty: 6042.615234
	Iteration 23Q: 3 clusters Score -2.417567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195150 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24175672.000000 Penalty: 6042.615234
	Iteration 24F: 3 clusters Score -2.417567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87723 members 
Entering Unmasked Estep 
Score: -10898554.000000 Penalty: 2822.720947
	Iteration 0F: 2 clusters Score -1.089855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -10839893.000000 Penalty: 5645.441895
	Iteration 0F: 3 clusters Score -1.083989e+07 nChanged 41212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -10863373.000000 Penalty: 5645.441895
	Iteration 1F: 3 clusters Score -1.086337e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -10864108.000000 Penalty: 5645.441895
	Iteration 2Q: 3 clusters Score -1.086411e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -10864847.000000 Penalty: 5645.441895
	Iteration 3Q: 3 clusters Score -1.086485e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -10865923.000000 Penalty: 5645.441895
	Iteration 4Q: 3 clusters Score -1.086592e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -10867554.000000 Penalty: 5645.441895
	Iteration 5Q: 3 clusters Score -1.086755e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -10870115.000000 Penalty: 5645.441895
	Iteration 6F: 3 clusters Score -1.087012e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -10874432.000000 Penalty: 5645.441895
	Iteration 7F: 3 clusters Score -1.087443e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -10880264.000000 Penalty: 5645.441895
	Iteration 8F: 3 clusters Score -1.088026e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -10886485.000000 Penalty: 5645.441895
	Iteration 9F: 3 clusters Score -1.088648e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -10891160.000000 Penalty: 5645.441895
	Iteration 10F: 3 clusters Score -1.089116e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -10893959.000000 Penalty: 5645.441895
	Iteration 11Q: 3 clusters Score -1.089396e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -10895315.000000 Penalty: 5645.441895
	Iteration 12Q: 3 clusters Score -1.089532e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -10895939.000000 Penalty: 5645.441895
	Iteration 13Q: 3 clusters Score -1.089594e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -10896239.000000 Penalty: 5645.441895
	Iteration 14Q: 3 clusters Score -1.089624e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -10896396.000000 Penalty: 5645.441895
	Iteration 15Q: 3 clusters Score -1.08964e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84961 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10896521.000000 Penalty: 5645.441895
	Iteration 16Q: 3 clusters Score -1.089652e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10896633.000000 Penalty: 5645.441895
	Iteration 17Q: 3 clusters Score -1.089663e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -10896704.000000 Penalty: 5645.441895
	Iteration 18Q: 3 clusters Score -1.08967e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10896732.000000 Penalty: 5645.441895
	Iteration 19Q: 3 clusters Score -1.089673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10896767.000000 Penalty: 5645.441895
	Iteration 20F: 3 clusters Score -1.089677e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -10896785.000000 Penalty: 5645.441895
	Iteration 21Q: 3 clusters Score -1.089678e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -10896814.000000 Penalty: 5645.441895
	Iteration 22Q: 3 clusters Score -1.089681e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10896842.000000 Penalty: 5645.441895
	Iteration 23Q: 3 clusters Score -1.089684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10896833.000000 Penalty: 5645.441895
	Iteration 24Q: 3 clusters Score -1.089683e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10896845.000000 Penalty: 5645.441895
	Iteration 25Q: 3 clusters Score -1.089684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10896848.000000 Penalty: 5645.441895
	Iteration 26Q: 3 clusters Score -1.089685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -10896841.000000 Penalty: 5645.441895
	Iteration 27Q: 3 clusters Score -1.089684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -10896844.000000 Penalty: 5645.441895
	Iteration 28Q: 3 clusters Score -1.089684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10896857.000000 Penalty: 5645.441895
	Iteration 29Q: 3 clusters Score -1.089686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -10896861.000000 Penalty: 5645.441895
	Iteration 30Q: 3 clusters Score -1.089686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10896856.000000 Penalty: 5645.441895
	Iteration 31Q: 3 clusters Score -1.089686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10896867.000000 Penalty: 5645.441895
	Iteration 32Q: 3 clusters Score -1.089687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10896866.000000 Penalty: 5645.441895
	Iteration 33Q: 3 clusters Score -1.089687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10896865.000000 Penalty: 5645.441895
	Iteration 34Q: 3 clusters Score -1.089686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10896863.000000 Penalty: 5645.441895
	Iteration 35Q: 3 clusters Score -1.089686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10896864.000000 Penalty: 5645.441895
	Iteration 36Q: 3 clusters Score -1.089686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10896857.000000 Penalty: 5645.441895
	Iteration 37Q: 3 clusters Score -1.089686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10896859.000000 Penalty: 5645.441895
	Iteration 38Q: 3 clusters Score -1.089686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85694 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10896857.000000 Penalty: 5645.441895
	Iteration 39Q: 3 clusters Score -1.089686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10896845.000000 Penalty: 5645.441895
	Iteration 40F: 3 clusters Score -1.089684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10896847.000000 Penalty: 5645.441895
	Iteration 41Q: 3 clusters Score -1.089685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -10896847.000000 Penalty: 5645.441895
	Iteration 42Q: 3 clusters Score -1.089685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10896854.000000 Penalty: 5645.441895
	Iteration 43Q: 3 clusters Score -1.089685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85704 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10896856.000000 Penalty: 5645.441895
	Iteration 44Q: 3 clusters Score -1.089686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -10896857.000000 Penalty: 5645.441895
	Iteration 45Q: 3 clusters Score -1.089686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10896849.000000 Penalty: 5645.441895
	Iteration 46Q: 3 clusters Score -1.089685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10896850.000000 Penalty: 5645.441895
	Iteration 47Q: 3 clusters Score -1.089685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10896852.000000 Penalty: 5645.441895
	Iteration 48Q: 3 clusters Score -1.089685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10896852.000000 Penalty: 5645.441895
	Iteration 49Q: 3 clusters Score -1.089685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10896852.000000 Penalty: 5645.441895
	Iteration 50F: 3 clusters Score -1.089685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -114576.429688 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -114576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112631.546875 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -112631.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113134.640625 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -113134.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113389.617188 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -113389.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113510.500000 Penalty: 3472.165771
	Iteration 3F: 3 clusters Score -113510.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -113559.484375 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -113559.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -113595.375000 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -113595.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113623.578125 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -113623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -113635.257812 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -113635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -113641.437500 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -113641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113643.070312 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -113643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -113643.500000 Penalty: 3472.165771
	Iteration 10F: 3 clusters Score -113643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -113686.226562 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -113686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -113697.359375 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -113697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -113708.312500 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -113708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -113711.531250 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -113711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -113713.679688 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -113713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -113713.679688 Penalty: 3472.165771
	Iteration 16F: 3 clusters Score -113713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -371718.875000 Penalty: 1990.246948
	Iteration 0F: 2 clusters Score -371718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -368438.156250 Penalty: 3980.493896
	Iteration 0F: 3 clusters Score -368438.2 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -369050.625000 Penalty: 3980.493896
	Iteration 1F: 3 clusters Score -369050.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -369194.125000 Penalty: 3980.493896
	Iteration 2F: 3 clusters Score -369194.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -369291.718750 Penalty: 3980.493896
	Iteration 3Q: 3 clusters Score -369291.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -369352.000000 Penalty: 3980.493896
	Iteration 4Q: 3 clusters Score -369352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369388.000000 Penalty: 3980.493896
	Iteration 5Q: 3 clusters Score -369388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -369407.968750 Penalty: 3980.493896
	Iteration 6Q: 3 clusters Score -369408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -369427.593750 Penalty: 3980.493896
	Iteration 7Q: 3 clusters Score -369427.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -369446.906250 Penalty: 3980.493896
	Iteration 8Q: 3 clusters Score -369446.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -369460.062500 Penalty: 3980.493896
	Iteration 9Q: 3 clusters Score -369460.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -369467.500000 Penalty: 3980.493896
	Iteration 10Q: 3 clusters Score -369467.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -369473.125000 Penalty: 3980.493896
	Iteration 11Q: 3 clusters Score -369473.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -369478.250000 Penalty: 3980.493896
	Iteration 12Q: 3 clusters Score -369478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -369482.062500 Penalty: 3980.493896
	Iteration 13Q: 3 clusters Score -369482.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -369487.531250 Penalty: 3980.493896
	Iteration 14Q: 3 clusters Score -369487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -369493.468750 Penalty: 3980.493896
	Iteration 15Q: 3 clusters Score -369493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -369499.625000 Penalty: 3980.493896
	Iteration 16Q: 3 clusters Score -369499.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -369509.031250 Penalty: 3980.493896
	Iteration 17Q: 3 clusters Score -369509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -369522.093750 Penalty: 3980.493896
	Iteration 18Q: 3 clusters Score -369522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -369533.062500 Penalty: 3980.493896
	Iteration 19Q: 3 clusters Score -369533.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -369539.187500 Penalty: 3980.493896
	Iteration 20F: 3 clusters Score -369539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -369545.750000 Penalty: 3980.493896
	Iteration 21Q: 3 clusters Score -369545.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -369553.250000 Penalty: 3980.493896
	Iteration 22Q: 3 clusters Score -369553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -369557.968750 Penalty: 3980.493896
	Iteration 23Q: 3 clusters Score -369558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -369561.687500 Penalty: 3980.493896
	Iteration 24Q: 3 clusters Score -369561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -369565.031250 Penalty: 3980.493896
	Iteration 25Q: 3 clusters Score -369565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -369568.343750 Penalty: 3980.493896
	Iteration 26Q: 3 clusters Score -369568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -369569.812500 Penalty: 3980.493896
	Iteration 27Q: 3 clusters Score -369569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -369571.187500 Penalty: 3980.493896
	Iteration 28Q: 3 clusters Score -369571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -369572.625000 Penalty: 3980.493896
	Iteration 29Q: 3 clusters Score -369572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -369574.000000 Penalty: 3980.493896
	Iteration 30Q: 3 clusters Score -369574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369577.250000 Penalty: 3980.493896
	Iteration 31Q: 3 clusters Score -369577.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -369579.656250 Penalty: 3980.493896
	Iteration 32Q: 3 clusters Score -369579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -369579.343750 Penalty: 3980.493896
	Iteration 33Q: 3 clusters Score -369579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -369582.375000 Penalty: 3980.493896
	Iteration 34Q: 3 clusters Score -369582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -369584.812500 Penalty: 3980.493896
	Iteration 35Q: 3 clusters Score -369584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -369586.218750 Penalty: 3980.493896
	Iteration 36Q: 3 clusters Score -369586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -369588.000000 Penalty: 3980.493896
	Iteration 37Q: 3 clusters Score -369588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -369588.000000 Penalty: 3980.493896
	Iteration 38F: 3 clusters Score -369588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -7220561.000000 Penalty: 2720.753662
	Iteration 0F: 2 clusters Score -7220561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -7181475.500000 Penalty: 5441.507324
	Iteration 0F: 3 clusters Score -7181476 nChanged 26881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -7196589.000000 Penalty: 5441.507324
	Iteration 1F: 3 clusters Score -7196589 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -7197117.500000 Penalty: 5441.507324
	Iteration 2Q: 3 clusters Score -7197118 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -7197567.000000 Penalty: 5441.507324
	Iteration 3Q: 3 clusters Score -7197567 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -7197997.000000 Penalty: 5441.507324
	Iteration 4Q: 3 clusters Score -7197997 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -7198461.000000 Penalty: 5441.507324
	Iteration 5Q: 3 clusters Score -7198461 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7199013.000000 Penalty: 5441.507324
	Iteration 6Q: 3 clusters Score -7199013 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -7199540.000000 Penalty: 5441.507324
	Iteration 7Q: 3 clusters Score -7199540 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7200071.000000 Penalty: 5441.507324
	Iteration 8Q: 3 clusters Score -7200071 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -7200639.500000 Penalty: 5441.507324
	Iteration 9Q: 3 clusters Score -7200640 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -7201260.000000 Penalty: 5441.507324
	Iteration 10Q: 3 clusters Score -7201260 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -7201939.000000 Penalty: 5441.507324
	Iteration 11Q: 3 clusters Score -7201939 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -7202877.000000 Penalty: 5441.507324
	Iteration 12Q: 3 clusters Score -7202877 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7204044.000000 Penalty: 5441.507324
	Iteration 13Q: 3 clusters Score -7204044 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -7205745.000000 Penalty: 5441.507324
	Iteration 14F: 3 clusters Score -7205745 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -7207986.000000 Penalty: 5441.507324
	Iteration 15F: 3 clusters Score -7207986 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -7210744.500000 Penalty: 5441.507324
	Iteration 16F: 3 clusters Score -7210744 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -7213501.500000 Penalty: 5441.507324
	Iteration 17F: 3 clusters Score -7213502 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -7215731.500000 Penalty: 5441.507324
	Iteration 18Q: 3 clusters Score -7215732 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -7217065.000000 Penalty: 5441.507324
	Iteration 19Q: 3 clusters Score -7217065 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -7217662.500000 Penalty: 5441.507324
	Iteration 20F: 3 clusters Score -7217662 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -7217905.500000 Penalty: 5441.507324
	Iteration 21Q: 3 clusters Score -7217906 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -7218010.500000 Penalty: 5441.507324
	Iteration 22Q: 3 clusters Score -7218010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -7218083.500000 Penalty: 5441.507324
	Iteration 23Q: 3 clusters Score -7218084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -7218140.000000 Penalty: 5441.507324
	Iteration 24Q: 3 clusters Score -7218140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7218181.500000 Penalty: 5441.507324
	Iteration 25Q: 3 clusters Score -7218182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7218205.500000 Penalty: 5441.507324
	Iteration 26Q: 3 clusters Score -7218206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7218212.500000 Penalty: 5441.507324
	Iteration 27Q: 3 clusters Score -7218212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -7218221.500000 Penalty: 5441.507324
	Iteration 28Q: 3 clusters Score -7218222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -7218239.000000 Penalty: 5441.507324
	Iteration 29Q: 3 clusters Score -7218239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -7218248.500000 Penalty: 5441.507324
	Iteration 30Q: 3 clusters Score -7218248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -7218250.000000 Penalty: 5441.507324
	Iteration 31Q: 3 clusters Score -7218250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7218253.000000 Penalty: 5441.507324
	Iteration 32Q: 3 clusters Score -7218253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7218250.000000 Penalty: 5441.507324
	Iteration 33Q: 3 clusters Score -7218250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -7218251.500000 Penalty: 5441.507324
	Iteration 34Q: 3 clusters Score -7218252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -7218254.000000 Penalty: 5441.507324
	Iteration 35Q: 3 clusters Score -7218254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -7218249.500000 Penalty: 5441.507324
	Iteration 36Q: 3 clusters Score -7218250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7218253.000000 Penalty: 5441.507324
	Iteration 37Q: 3 clusters Score -7218253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7218255.500000 Penalty: 5441.507324
	Iteration 38Q: 3 clusters Score -7218256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -7218263.500000 Penalty: 5441.507324
	Iteration 39Q: 3 clusters Score -7218264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -7218262.500000 Penalty: 5441.507324
	Iteration 40F: 3 clusters Score -7218262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -7218265.500000 Penalty: 5441.507324
	Iteration 41Q: 3 clusters Score -7218266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -7218271.000000 Penalty: 5441.507324
	Iteration 42Q: 3 clusters Score -7218271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -7218271.000000 Penalty: 5441.507324
	Iteration 43F: 3 clusters Score -7218271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -716816.625000 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -716816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -711878.812500 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -711878.8 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -713138.687500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -713138.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -713379.687500 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -713379.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -713546.375000 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -713546.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -713677.437500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -713677.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -713838.187500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -713838.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -714030.625000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -714030.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -714199.812500 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -714199.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -714345.312500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -714345.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -714493.500000 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -714493.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -714637.500000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -714637.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -714792.750000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -714792.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -714941.062500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -714941.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -715086.750000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -715086.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -715244.875000 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -715244.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -715398.125000 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -715398.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -715549.937500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -715549.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -715674.437500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -715674.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -715767.250000 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -715767.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -715837.187500 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -715837.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -715872.687500 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -715872.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -715904.750000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -715904.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -715940.375000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -715940.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -715969.187500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -715969.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -716000.750000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -716000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -716012.812500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -716012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -716022.187500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -716022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -716024.750000 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -716024.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -716029.375000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -716029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -716033.437500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -716033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -716036.750000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -716036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -716038.562500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -716038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -716040.000000 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -716040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -716040.687500 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -716040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -716040.687500 Penalty: 4292.035156
	Iteration 34F: 3 clusters Score -716040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175391 members 
Entering Unmasked Estep 
Score: -21498632.000000 Penalty: 2994.543701
	Iteration 0F: 2 clusters Score -2.149863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -21382228.000000 Penalty: 5989.087402
	Iteration 0F: 3 clusters Score -2.138223e+07 nChanged 84392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -21431908.000000 Penalty: 5989.087402
	Iteration 1F: 3 clusters Score -2.143191e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -21433486.000000 Penalty: 5989.087402
	Iteration 2Q: 3 clusters Score -2.143349e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -21436214.000000 Penalty: 5989.087402
	Iteration 3Q: 3 clusters Score -2.143621e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -21441396.000000 Penalty: 5989.087402
	Iteration 4F: 3 clusters Score -2.14414e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 125735 members 
Entering Unmasked Estep 
Score: -21450480.000000 Penalty: 5989.087402
	Iteration 5F: 3 clusters Score -2.145048e+07 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -21463406.000000 Penalty: 5989.087402
	Iteration 6F: 3 clusters Score -2.146341e+07 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -21477162.000000 Penalty: 5989.087402
	Iteration 7F: 3 clusters Score -2.147716e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -21486956.000000 Penalty: 5989.087402
	Iteration 8F: 3 clusters Score -2.148696e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -21492380.000000 Penalty: 5989.087402
	Iteration 9Q: 3 clusters Score -2.149238e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 169909 members 
Entering Unmasked Estep 
Score: -21494644.000000 Penalty: 5989.087402
	Iteration 10Q: 3 clusters Score -2.149464e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -21495732.000000 Penalty: 5989.087402
	Iteration 11Q: 3 clusters Score -2.149573e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -21496198.000000 Penalty: 5989.087402
	Iteration 12Q: 3 clusters Score -2.14962e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 170435 members 
Entering Unmasked Estep 
Score: -21496500.000000 Penalty: 5989.087402
	Iteration 13Q: 3 clusters Score -2.14965e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 170420 members 
Entering Unmasked Estep 
Score: -21496620.000000 Penalty: 5989.087402
	Iteration 14Q: 3 clusters Score -2.149662e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -21496700.000000 Penalty: 5989.087402
	Iteration 15Q: 3 clusters Score -2.14967e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 170316 members 
Entering Unmasked Estep 
Score: -21496764.000000 Penalty: 5989.087402
	Iteration 16Q: 3 clusters Score -2.149676e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -21496896.000000 Penalty: 5989.087402
	Iteration 17Q: 3 clusters Score -2.14969e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -21497008.000000 Penalty: 5989.087402
	Iteration 18Q: 3 clusters Score -2.149701e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -21497038.000000 Penalty: 5989.087402
	Iteration 19Q: 3 clusters Score -2.149704e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 169986 members 
Entering Unmasked Estep 
Score: -21497018.000000 Penalty: 5989.087402
	Iteration 20F: 3 clusters Score -2.149702e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 169892 members 
Entering Unmasked Estep 
Score: -21497046.000000 Penalty: 5989.087402
	Iteration 21Q: 3 clusters Score -2.149705e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 169803 members 
Entering Unmasked Estep 
Score: -21497076.000000 Penalty: 5989.087402
	Iteration 22Q: 3 clusters Score -2.149708e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 169720 members 
Entering Unmasked Estep 
Score: -21497084.000000 Penalty: 5989.087402
	Iteration 23Q: 3 clusters Score -2.149708e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 169640 members 
Entering Unmasked Estep 
Score: -21497130.000000 Penalty: 5989.087402
	Iteration 24Q: 3 clusters Score -2.149713e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 169550 members 
Entering Unmasked Estep 
Score: -21497180.000000 Penalty: 5989.087402
	Iteration 25Q: 3 clusters Score -2.149718e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 169464 members 
Entering Unmasked Estep 
Score: -21497160.000000 Penalty: 5989.087402
	Iteration 26Q: 3 clusters Score -2.149716e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 169373 members 
Entering Unmasked Estep 
Score: -21497172.000000 Penalty: 5989.087402
	Iteration 27Q: 3 clusters Score -2.149717e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 169282 members 
Entering Unmasked Estep 
Score: -21497178.000000 Penalty: 5989.087402
	Iteration 28Q: 3 clusters Score -2.149718e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -21497160.000000 Penalty: 5989.087402
	Iteration 29Q: 3 clusters Score -2.149716e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 169109 members 
Entering Unmasked Estep 
Score: -21497164.000000 Penalty: 5989.087402
	Iteration 30Q: 3 clusters Score -2.149716e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -21497172.000000 Penalty: 5989.087402
	Iteration 31Q: 3 clusters Score -2.149717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 168981 members 
Entering Unmasked Estep 
Score: -21497184.000000 Penalty: 5989.087402
	Iteration 32Q: 3 clusters Score -2.149718e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -21497214.000000 Penalty: 5989.087402
	Iteration 33Q: 3 clusters Score -2.149721e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -21497242.000000 Penalty: 5989.087402
	Iteration 34Q: 3 clusters Score -2.149724e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -21497242.000000 Penalty: 5989.087402
	Iteration 35Q: 3 clusters Score -2.149724e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -21497270.000000 Penalty: 5989.087402
	Iteration 36Q: 3 clusters Score -2.149727e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 168679 members 
Entering Unmasked Estep 
Score: -21497282.000000 Penalty: 5989.087402
	Iteration 37Q: 3 clusters Score -2.149728e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 168610 members 
Entering Unmasked Estep 
Score: -21497276.000000 Penalty: 5989.087402
	Iteration 38Q: 3 clusters Score -2.149728e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 168540 members 
Entering Unmasked Estep 
Score: -21497294.000000 Penalty: 5989.087402
	Iteration 39Q: 3 clusters Score -2.149729e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 168479 members 
Entering Unmasked Estep 
Score: -21497302.000000 Penalty: 5989.087402
	Iteration 40F: 3 clusters Score -2.14973e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -21497300.000000 Penalty: 5989.087402
	Iteration 41Q: 3 clusters Score -2.14973e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -21497328.000000 Penalty: 5989.087402
	Iteration 42Q: 3 clusters Score -2.149733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 168341 members 
Entering Unmasked Estep 
Score: -21497338.000000 Penalty: 5989.087402
	Iteration 43Q: 3 clusters Score -2.149734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 168292 members 
Entering Unmasked Estep 
Score: -21497338.000000 Penalty: 5989.087402
	Iteration 44Q: 3 clusters Score -2.149734e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -21497326.000000 Penalty: 5989.087402
	Iteration 45Q: 3 clusters Score -2.149733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -21497350.000000 Penalty: 5989.087402
	Iteration 46Q: 3 clusters Score -2.149735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 168128 members 
Entering Unmasked Estep 
Score: -21497292.000000 Penalty: 5989.087402
	Iteration 47Q: 3 clusters Score -2.149729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 168086 members 
Entering Unmasked Estep 
Score: -21497302.000000 Penalty: 5989.087402
	Iteration 48Q: 3 clusters Score -2.14973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -21497290.000000 Penalty: 5989.087402
	Iteration 49Q: 3 clusters Score -2.149729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -21497300.000000 Penalty: 5989.087402
	Iteration 50Q: 3 clusters Score -2.14973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -21497284.000000 Penalty: 5989.087402
	Iteration 51Q: 3 clusters Score -2.149728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 167903 members 
Entering Unmasked Estep 
Score: -21497288.000000 Penalty: 5989.087402
	Iteration 52Q: 3 clusters Score -2.149729e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -21497300.000000 Penalty: 5989.087402
	Iteration 53Q: 3 clusters Score -2.14973e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -21497306.000000 Penalty: 5989.087402
	Iteration 54Q: 3 clusters Score -2.149731e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 167744 members 
Entering Unmasked Estep 
Score: -21497278.000000 Penalty: 5989.087402
	Iteration 55Q: 3 clusters Score -2.149728e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -21497304.000000 Penalty: 5989.087402
	Iteration 56Q: 3 clusters Score -2.14973e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 167618 members 
Entering Unmasked Estep 
Score: -21497300.000000 Penalty: 5989.087402
	Iteration 57Q: 3 clusters Score -2.14973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 167574 members 
Entering Unmasked Estep 
Score: -21497324.000000 Penalty: 5989.087402
	Iteration 58Q: 3 clusters Score -2.149732e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -21497338.000000 Penalty: 5989.087402
	Iteration 59Q: 3 clusters Score -2.149734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -21497326.000000 Penalty: 5989.087402
	Iteration 60F: 3 clusters Score -2.149733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 167413 members 
Entering Unmasked Estep 
Score: -21497330.000000 Penalty: 5989.087402
	Iteration 61Q: 3 clusters Score -2.149733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -21497360.000000 Penalty: 5989.087402
	Iteration 62Q: 3 clusters Score -2.149736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 167294 members 
Entering Unmasked Estep 
Score: -21497370.000000 Penalty: 5989.087402
	Iteration 63Q: 3 clusters Score -2.149737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 167231 members 
Entering Unmasked Estep 
Score: -21497382.000000 Penalty: 5989.087402
	Iteration 64Q: 3 clusters Score -2.149738e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 167158 members 
Entering Unmasked Estep 
Score: -21497382.000000 Penalty: 5989.087402
	Iteration 65Q: 3 clusters Score -2.149738e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 167078 members 
Entering Unmasked Estep 
Score: -21497412.000000 Penalty: 5989.087402
	Iteration 66Q: 3 clusters Score -2.149741e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -21497434.000000 Penalty: 5989.087402
	Iteration 67Q: 3 clusters Score -2.149743e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -21497446.000000 Penalty: 5989.087402
	Iteration 68Q: 3 clusters Score -2.149745e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -21497458.000000 Penalty: 5989.087402
	Iteration 69Q: 3 clusters Score -2.149746e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 166822 members 
Entering Unmasked Estep 
Score: -21497478.000000 Penalty: 5989.087402
	Iteration 70Q: 3 clusters Score -2.149748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 166760 members 
Entering Unmasked Estep 
Score: -21497468.000000 Penalty: 5989.087402
	Iteration 71Q: 3 clusters Score -2.149747e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -21497490.000000 Penalty: 5989.087402
	Iteration 72Q: 3 clusters Score -2.149749e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 166646 members 
Entering Unmasked Estep 
Score: -21497472.000000 Penalty: 5989.087402
	Iteration 73Q: 3 clusters Score -2.149747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -21497452.000000 Penalty: 5989.087402
	Iteration 74Q: 3 clusters Score -2.149745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -21497444.000000 Penalty: 5989.087402
	Iteration 75Q: 3 clusters Score -2.149744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -21497466.000000 Penalty: 5989.087402
	Iteration 76Q: 3 clusters Score -2.149747e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 166446 members 
Entering Unmasked Estep 
Score: -21497480.000000 Penalty: 5989.087402
	Iteration 77Q: 3 clusters Score -2.149748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -21497484.000000 Penalty: 5989.087402
	Iteration 78Q: 3 clusters Score -2.149748e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -21497476.000000 Penalty: 5989.087402
	Iteration 79Q: 3 clusters Score -2.149748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -21497468.000000 Penalty: 5989.087402
	Iteration 80F: 3 clusters Score -2.149747e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -21497484.000000 Penalty: 5989.087402
	Iteration 81Q: 3 clusters Score -2.149748e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -21497504.000000 Penalty: 5989.087402
	Iteration 82Q: 3 clusters Score -2.14975e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 166106 members 
Entering Unmasked Estep 
Score: -21497544.000000 Penalty: 5989.087402
	Iteration 83Q: 3 clusters Score -2.149754e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 166042 members 
Entering Unmasked Estep 
Score: -21497546.000000 Penalty: 5989.087402
	Iteration 84Q: 3 clusters Score -2.149755e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -21497538.000000 Penalty: 5989.087402
	Iteration 85Q: 3 clusters Score -2.149754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 165896 members 
Entering Unmasked Estep 
Score: -21497590.000000 Penalty: 5989.087402
	Iteration 86Q: 3 clusters Score -2.149759e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -21497576.000000 Penalty: 5989.087402
	Iteration 87Q: 3 clusters Score -2.149758e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 165718 members 
Entering Unmasked Estep 
Score: -21497556.000000 Penalty: 5989.087402
	Iteration 88Q: 3 clusters Score -2.149756e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -21497610.000000 Penalty: 5989.087402
	Iteration 89Q: 3 clusters Score -2.149761e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -21497620.000000 Penalty: 5989.087402
	Iteration 90Q: 3 clusters Score -2.149762e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 165449 members 
Entering Unmasked Estep 
Score: -21497608.000000 Penalty: 5989.087402
	Iteration 91Q: 3 clusters Score -2.149761e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 165368 members 
Entering Unmasked Estep 
Score: -21497656.000000 Penalty: 5989.087402
	Iteration 92Q: 3 clusters Score -2.149766e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -21497650.000000 Penalty: 5989.087402
	Iteration 93Q: 3 clusters Score -2.149765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 165195 members 
Entering Unmasked Estep 
Score: -21497638.000000 Penalty: 5989.087402
	Iteration 94Q: 3 clusters Score -2.149764e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -21497692.000000 Penalty: 5989.087402
	Iteration 95Q: 3 clusters Score -2.149769e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 165008 members 
Entering Unmasked Estep 
Score: -21497694.000000 Penalty: 5989.087402
	Iteration 96Q: 3 clusters Score -2.149769e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 164921 members 
Entering Unmasked Estep 
Score: -21497680.000000 Penalty: 5989.087402
	Iteration 97Q: 3 clusters Score -2.149768e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 164826 members 
Entering Unmasked Estep 
Score: -21497698.000000 Penalty: 5989.087402
	Iteration 98Q: 3 clusters Score -2.14977e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -21497698.000000 Penalty: 5989.087402
	Iteration 99Q: 3 clusters Score -2.14977e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -21497730.000000 Penalty: 5989.087402
	Iteration 100F: 3 clusters Score -2.149773e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 164538 members 
Entering Unmasked Estep 
Score: -21497792.000000 Penalty: 5989.087402
	Iteration 101Q: 3 clusters Score -2.149779e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 164444 members 
Entering Unmasked Estep 
Score: -21497810.000000 Penalty: 5989.087402
	Iteration 102Q: 3 clusters Score -2.149781e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -21497778.000000 Penalty: 5989.087402
	Iteration 103Q: 3 clusters Score -2.149778e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -21497774.000000 Penalty: 5989.087402
	Iteration 104Q: 3 clusters Score -2.149777e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 164166 members 
Entering Unmasked Estep 
Score: -21497812.000000 Penalty: 5989.087402
	Iteration 105Q: 3 clusters Score -2.149781e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -21497806.000000 Penalty: 5989.087402
	Iteration 106Q: 3 clusters Score -2.149781e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -21497794.000000 Penalty: 5989.087402
	Iteration 107Q: 3 clusters Score -2.149779e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -21497810.000000 Penalty: 5989.087402
	Iteration 108Q: 3 clusters Score -2.149781e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 163873 members 
Entering Unmasked Estep 
Score: -21497854.000000 Penalty: 5989.087402
	Iteration 109Q: 3 clusters Score -2.149785e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 163812 members 
Entering Unmasked Estep 
Score: -21497864.000000 Penalty: 5989.087402
	Iteration 110Q: 3 clusters Score -2.149786e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -21497836.000000 Penalty: 5989.087402
	Iteration 111Q: 3 clusters Score -2.149784e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -21497848.000000 Penalty: 5989.087402
	Iteration 112Q: 3 clusters Score -2.149785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -21497852.000000 Penalty: 5989.087402
	Iteration 113Q: 3 clusters Score -2.149785e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -21497800.000000 Penalty: 5989.087402
	Iteration 114Q: 3 clusters Score -2.14978e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 163549 members 
Entering Unmasked Estep 
Score: -21497806.000000 Penalty: 5989.087402
	Iteration 115Q: 3 clusters Score -2.149781e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 163495 members 
Entering Unmasked Estep 
Score: -21497846.000000 Penalty: 5989.087402
	Iteration 116Q: 3 clusters Score -2.149785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 163438 members 
Entering Unmasked Estep 
Score: -21497836.000000 Penalty: 5989.087402
	Iteration 117Q: 3 clusters Score -2.149784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -21497816.000000 Penalty: 5989.087402
	Iteration 118Q: 3 clusters Score -2.149782e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 163335 members 
Entering Unmasked Estep 
Score: -21497818.000000 Penalty: 5989.087402
	Iteration 119Q: 3 clusters Score -2.149782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 163289 members 
Entering Unmasked Estep 
Score: -21497810.000000 Penalty: 5989.087402
	Iteration 120F: 3 clusters Score -2.149781e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -21497852.000000 Penalty: 5989.087402
	Iteration 121Q: 3 clusters Score -2.149785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 163201 members 
Entering Unmasked Estep 
Score: -21497836.000000 Penalty: 5989.087402
	Iteration 122Q: 3 clusters Score -2.149784e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -21497834.000000 Penalty: 5989.087402
	Iteration 123Q: 3 clusters Score -2.149783e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -21497850.000000 Penalty: 5989.087402
	Iteration 124Q: 3 clusters Score -2.149785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -21497838.000000 Penalty: 5989.087402
	Iteration 125Q: 3 clusters Score -2.149784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -21497838.000000 Penalty: 5989.087402
	Iteration 126Q: 3 clusters Score -2.149784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 162980 members 
Entering Unmasked Estep 
Score: -21497840.000000 Penalty: 5989.087402
	Iteration 127Q: 3 clusters Score -2.149784e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 162937 members 
Entering Unmasked Estep 
Score: -21497856.000000 Penalty: 5989.087402
	Iteration 128Q: 3 clusters Score -2.149786e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 162877 members 
Entering Unmasked Estep 
Score: -21497860.000000 Penalty: 5989.087402
	Iteration 129Q: 3 clusters Score -2.149786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 162825 members 
Entering Unmasked Estep 
Score: -21497848.000000 Penalty: 5989.087402
	Iteration 130Q: 3 clusters Score -2.149785e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 162778 members 
Entering Unmasked Estep 
Score: -21497876.000000 Penalty: 5989.087402
	Iteration 131Q: 3 clusters Score -2.149788e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 162733 members 
Entering Unmasked Estep 
Score: -21497878.000000 Penalty: 5989.087402
	Iteration 132Q: 3 clusters Score -2.149788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -21497884.000000 Penalty: 5989.087402
	Iteration 133Q: 3 clusters Score -2.149788e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -21497886.000000 Penalty: 5989.087402
	Iteration 134Q: 3 clusters Score -2.149789e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -21497884.000000 Penalty: 5989.087402
	Iteration 135Q: 3 clusters Score -2.149788e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
Score: -21497892.000000 Penalty: 5989.087402
	Iteration 136Q: 3 clusters Score -2.149789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -21497902.000000 Penalty: 5989.087402
	Iteration 137Q: 3 clusters Score -2.14979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -21497896.000000 Penalty: 5989.087402
	Iteration 138Q: 3 clusters Score -2.14979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 162399 members 
Entering Unmasked Estep 
Score: -21497914.000000 Penalty: 5989.087402
	Iteration 139Q: 3 clusters Score -2.149791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 162354 members 
Entering Unmasked Estep 
Score: -21497938.000000 Penalty: 5989.087402
	Iteration 140F: 3 clusters Score -2.149794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -21497892.000000 Penalty: 5989.087402
	Iteration 141Q: 3 clusters Score -2.149789e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 162278 members 
Entering Unmasked Estep 
Score: -21497898.000000 Penalty: 5989.087402
	Iteration 142Q: 3 clusters Score -2.14979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 162241 members 
Entering Unmasked Estep 
Score: -21497904.000000 Penalty: 5989.087402
	Iteration 143Q: 3 clusters Score -2.14979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -21497934.000000 Penalty: 5989.087402
	Iteration 144Q: 3 clusters Score -2.149793e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -21497926.000000 Penalty: 5989.087402
	Iteration 145Q: 3 clusters Score -2.149793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 162097 members 
Entering Unmasked Estep 
Score: -21497948.000000 Penalty: 5989.087402
	Iteration 146Q: 3 clusters Score -2.149795e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 162042 members 
Entering Unmasked Estep 
Score: -21497928.000000 Penalty: 5989.087402
	Iteration 147Q: 3 clusters Score -2.149793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -21497954.000000 Penalty: 5989.087402
	Iteration 148Q: 3 clusters Score -2.149795e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 161937 members 
Entering Unmasked Estep 
Score: -21497966.000000 Penalty: 5989.087402
	Iteration 149Q: 3 clusters Score -2.149797e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 161898 members 
Entering Unmasked Estep 
Score: -21497970.000000 Penalty: 5989.087402
	Iteration 150Q: 3 clusters Score -2.149797e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 161858 members 
Entering Unmasked Estep 
Score: -21497988.000000 Penalty: 5989.087402
	Iteration 151Q: 3 clusters Score -2.149799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 161818 members 
Entering Unmasked Estep 
Score: -21498000.000000 Penalty: 5989.087402
	Iteration 152Q: 3 clusters Score -2.1498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -21497982.000000 Penalty: 5989.087402
	Iteration 153Q: 3 clusters Score -2.149798e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 161741 members 
Entering Unmasked Estep 
Score: -21497970.000000 Penalty: 5989.087402
	Iteration 154Q: 3 clusters Score -2.149797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 161711 members 
Entering Unmasked Estep 
Score: -21498004.000000 Penalty: 5989.087402
	Iteration 155Q: 3 clusters Score -2.1498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 161670 members 
Entering Unmasked Estep 
Score: -21498078.000000 Penalty: 5989.087402
	Iteration 156Q: 3 clusters Score -2.149808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -21498072.000000 Penalty: 5989.087402
	Iteration 157Q: 3 clusters Score -2.149807e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 161588 members 
Entering Unmasked Estep 
Score: -21498070.000000 Penalty: 5989.087402
	Iteration 158Q: 3 clusters Score -2.149807e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 161539 members 
Entering Unmasked Estep 
Score: -21498040.000000 Penalty: 5989.087402
	Iteration 159Q: 3 clusters Score -2.149804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -21498048.000000 Penalty: 5989.087402
	Iteration 160F: 3 clusters Score -2.149805e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 161452 members 
Entering Unmasked Estep 
Score: -21498038.000000 Penalty: 5989.087402
	Iteration 161Q: 3 clusters Score -2.149804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 161421 members 
Entering Unmasked Estep 
Score: -21498060.000000 Penalty: 5989.087402
	Iteration 162Q: 3 clusters Score -2.149806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 161388 members 
Entering Unmasked Estep 
Score: -21498046.000000 Penalty: 5989.087402
	Iteration 163Q: 3 clusters Score -2.149805e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 161357 members 
Entering Unmasked Estep 
Score: -21498044.000000 Penalty: 5989.087402
	Iteration 164Q: 3 clusters Score -2.149804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 161326 members 
Entering Unmasked Estep 
Score: -21498052.000000 Penalty: 5989.087402
	Iteration 165Q: 3 clusters Score -2.149805e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -21498056.000000 Penalty: 5989.087402
	Iteration 166Q: 3 clusters Score -2.149806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -21498080.000000 Penalty: 5989.087402
	Iteration 167Q: 3 clusters Score -2.149808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 161196 members 
Entering Unmasked Estep 
Score: -21498058.000000 Penalty: 5989.087402
	Iteration 168Q: 3 clusters Score -2.149806e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -21498058.000000 Penalty: 5989.087402
	Iteration 169Q: 3 clusters Score -2.149806e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 161134 members 
Entering Unmasked Estep 
Score: -21498074.000000 Penalty: 5989.087402
	Iteration 170Q: 3 clusters Score -2.149807e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 161093 members 
Entering Unmasked Estep 
Score: -21498060.000000 Penalty: 5989.087402
	Iteration 171Q: 3 clusters Score -2.149806e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -21498030.000000 Penalty: 5989.087402
	Iteration 172Q: 3 clusters Score -2.149803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 160989 members 
Entering Unmasked Estep 
Score: -21498062.000000 Penalty: 5989.087402
	Iteration 173Q: 3 clusters Score -2.149806e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -21498054.000000 Penalty: 5989.087402
	Iteration 174Q: 3 clusters Score -2.149805e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 160857 members 
Entering Unmasked Estep 
Score: -21498048.000000 Penalty: 5989.087402
	Iteration 175Q: 3 clusters Score -2.149805e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -21498056.000000 Penalty: 5989.087402
	Iteration 176Q: 3 clusters Score -2.149806e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -21498032.000000 Penalty: 5989.087402
	Iteration 177Q: 3 clusters Score -2.149803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -21498022.000000 Penalty: 5989.087402
	Iteration 178Q: 3 clusters Score -2.149802e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -21498030.000000 Penalty: 5989.087402
	Iteration 179Q: 3 clusters Score -2.149803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 160545 members 
Entering Unmasked Estep 
Score: -21498042.000000 Penalty: 5989.087402
	Iteration 180F: 3 clusters Score -2.149804e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 160473 members 
Entering Unmasked Estep 
Score: -21498020.000000 Penalty: 5989.087402
	Iteration 181Q: 3 clusters Score -2.149802e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -21498060.000000 Penalty: 5989.087402
	Iteration 182Q: 3 clusters Score -2.149806e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -21498064.000000 Penalty: 5989.087402
	Iteration 183Q: 3 clusters Score -2.149806e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -21498070.000000 Penalty: 5989.087402
	Iteration 184Q: 3 clusters Score -2.149807e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -21498072.000000 Penalty: 5989.087402
	Iteration 185Q: 3 clusters Score -2.149807e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 160142 members 
Entering Unmasked Estep 
Score: -21498062.000000 Penalty: 5989.087402
	Iteration 186Q: 3 clusters Score -2.149806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 160111 members 
Entering Unmasked Estep 
Score: -21498064.000000 Penalty: 5989.087402
	Iteration 187Q: 3 clusters Score -2.149806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 160075 members 
Entering Unmasked Estep 
Score: -21498054.000000 Penalty: 5989.087402
	Iteration 188Q: 3 clusters Score -2.149805e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -21498100.000000 Penalty: 5989.087402
	Iteration 189Q: 3 clusters Score -2.14981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -21498084.000000 Penalty: 5989.087402
	Iteration 190Q: 3 clusters Score -2.149808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 159987 members 
Entering Unmasked Estep 
Score: -21498120.000000 Penalty: 5989.087402
	Iteration 191Q: 3 clusters Score -2.149812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 159966 members 
Entering Unmasked Estep 
Score: -21498140.000000 Penalty: 5989.087402
	Iteration 192Q: 3 clusters Score -2.149814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 159948 members 
Entering Unmasked Estep 
Score: -21498120.000000 Penalty: 5989.087402
	Iteration 193Q: 3 clusters Score -2.149812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 159928 members 
Entering Unmasked Estep 
Score: -21498126.000000 Penalty: 5989.087402
	Iteration 194Q: 3 clusters Score -2.149813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 159911 members 
Entering Unmasked Estep 
Score: -21498132.000000 Penalty: 5989.087402
	Iteration 195Q: 3 clusters Score -2.149813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 159892 members 
Entering Unmasked Estep 
Score: -21498148.000000 Penalty: 5989.087402
	Iteration 196Q: 3 clusters Score -2.149815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -21498146.000000 Penalty: 5989.087402
	Iteration 197Q: 3 clusters Score -2.149815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 159840 members 
Entering Unmasked Estep 
Score: -21498160.000000 Penalty: 5989.087402
	Iteration 198Q: 3 clusters Score -2.149816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -21498124.000000 Penalty: 5989.087402
	Iteration 199Q: 3 clusters Score -2.149812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -21498154.000000 Penalty: 5989.087402
	Iteration 200F: 3 clusters Score -2.149815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 159765 members 
Entering Unmasked Estep 
Score: -21498170.000000 Penalty: 5989.087402
	Iteration 201Q: 3 clusters Score -2.149817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 159737 members 
Entering Unmasked Estep 
Score: -21498168.000000 Penalty: 5989.087402
	Iteration 202Q: 3 clusters Score -2.149817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 159707 members 
Entering Unmasked Estep 
Score: -21498172.000000 Penalty: 5989.087402
	Iteration 203Q: 3 clusters Score -2.149817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 159679 members 
Entering Unmasked Estep 
Score: -21498150.000000 Penalty: 5989.087402
	Iteration 204Q: 3 clusters Score -2.149815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -21498156.000000 Penalty: 5989.087402
	Iteration 205Q: 3 clusters Score -2.149816e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -21498168.000000 Penalty: 5989.087402
	Iteration 206Q: 3 clusters Score -2.149817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 159593 members 
Entering Unmasked Estep 
Score: -21498196.000000 Penalty: 5989.087402
	Iteration 207Q: 3 clusters Score -2.14982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 159565 members 
Entering Unmasked Estep 
Score: -21498178.000000 Penalty: 5989.087402
	Iteration 208Q: 3 clusters Score -2.149818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 159540 members 
Entering Unmasked Estep 
Score: -21498180.000000 Penalty: 5989.087402
	Iteration 209Q: 3 clusters Score -2.149818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -21498170.000000 Penalty: 5989.087402
	Iteration 210Q: 3 clusters Score -2.149817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -21498200.000000 Penalty: 5989.087402
	Iteration 211Q: 3 clusters Score -2.14982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -21498214.000000 Penalty: 5989.087402
	Iteration 212Q: 3 clusters Score -2.149821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -21498226.000000 Penalty: 5989.087402
	Iteration 213Q: 3 clusters Score -2.149823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -21498222.000000 Penalty: 5989.087402
	Iteration 214Q: 3 clusters Score -2.149822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -21498262.000000 Penalty: 5989.087402
	Iteration 215Q: 3 clusters Score -2.149826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 159409 members 
Entering Unmasked Estep 
Score: -21498242.000000 Penalty: 5989.087402
	Iteration 216Q: 3 clusters Score -2.149824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -21498236.000000 Penalty: 5989.087402
	Iteration 217Q: 3 clusters Score -2.149824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 159370 members 
Entering Unmasked Estep 
Score: -21498266.000000 Penalty: 5989.087402
	Iteration 218Q: 3 clusters Score -2.149827e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -21498294.000000 Penalty: 5989.087402
	Iteration 219Q: 3 clusters Score -2.149829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -21498272.000000 Penalty: 5989.087402
	Iteration 220F: 3 clusters Score -2.149827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 159292 members 
Entering Unmasked Estep 
Score: -21498272.000000 Penalty: 5989.087402
	Iteration 221Q: 3 clusters Score -2.149827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -21498282.000000 Penalty: 5989.087402
	Iteration 222Q: 3 clusters Score -2.149828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 159266 members 
Entering Unmasked Estep 
Score: -21498278.000000 Penalty: 5989.087402
	Iteration 223Q: 3 clusters Score -2.149828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 159254 members 
Entering Unmasked Estep 
Score: -21498292.000000 Penalty: 5989.087402
	Iteration 224Q: 3 clusters Score -2.149829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -21498290.000000 Penalty: 5989.087402
	Iteration 225Q: 3 clusters Score -2.149829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -21498272.000000 Penalty: 5989.087402
	Iteration 226Q: 3 clusters Score -2.149827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 159228 members 
Entering Unmasked Estep 
Score: -21498266.000000 Penalty: 5989.087402
	Iteration 227Q: 3 clusters Score -2.149827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -21498272.000000 Penalty: 5989.087402
	Iteration 228Q: 3 clusters Score -2.149827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -21498280.000000 Penalty: 5989.087402
	Iteration 229Q: 3 clusters Score -2.149828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 159195 members 
Entering Unmasked Estep 
Score: -21498284.000000 Penalty: 5989.087402
	Iteration 230Q: 3 clusters Score -2.149828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -21498280.000000 Penalty: 5989.087402
	Iteration 231Q: 3 clusters Score -2.149828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 159152 members 
Entering Unmasked Estep 
Score: -21498276.000000 Penalty: 5989.087402
	Iteration 232Q: 3 clusters Score -2.149828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -21498286.000000 Penalty: 5989.087402
	Iteration 233Q: 3 clusters Score -2.149829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 159132 members 
Entering Unmasked Estep 
Score: -21498286.000000 Penalty: 5989.087402
	Iteration 234Q: 3 clusters Score -2.149829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 159121 members 
Entering Unmasked Estep 
Score: -21498314.000000 Penalty: 5989.087402
	Iteration 235Q: 3 clusters Score -2.149831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 159109 members 
Entering Unmasked Estep 
Score: -21498290.000000 Penalty: 5989.087402
	Iteration 236Q: 3 clusters Score -2.149829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -21498276.000000 Penalty: 5989.087402
	Iteration 237Q: 3 clusters Score -2.149828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -21498266.000000 Penalty: 5989.087402
	Iteration 238Q: 3 clusters Score -2.149827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 159089 members 
Entering Unmasked Estep 
Score: -21498284.000000 Penalty: 5989.087402
	Iteration 239Q: 3 clusters Score -2.149828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 159082 members 
Entering Unmasked Estep 
Score: -21498314.000000 Penalty: 5989.087402
	Iteration 240F: 3 clusters Score -2.149831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -21498284.000000 Penalty: 5989.087402
	Iteration 241Q: 3 clusters Score -2.149828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 159066 members 
Entering Unmasked Estep 
Score: -21498288.000000 Penalty: 5989.087402
	Iteration 242Q: 3 clusters Score -2.149829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 159058 members 
Entering Unmasked Estep 
Score: -21498286.000000 Penalty: 5989.087402
	Iteration 243Q: 3 clusters Score -2.149829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 159052 members 
Entering Unmasked Estep 
Score: -21498292.000000 Penalty: 5989.087402
	Iteration 244Q: 3 clusters Score -2.149829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -21498292.000000 Penalty: 5989.087402
	Iteration 245Q: 3 clusters Score -2.149829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 159043 members 
Entering Unmasked Estep 
Score: -21498294.000000 Penalty: 5989.087402
	Iteration 246Q: 3 clusters Score -2.149829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 159038 members 
Entering Unmasked Estep 
Score: -21498310.000000 Penalty: 5989.087402
	Iteration 247Q: 3 clusters Score -2.149831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -21498308.000000 Penalty: 5989.087402
	Iteration 248Q: 3 clusters Score -2.149831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -21498304.000000 Penalty: 5989.087402
	Iteration 249Q: 3 clusters Score -2.14983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 159031 members 
Entering Unmasked Estep 
Score: -21498304.000000 Penalty: 5989.087402
	Iteration 250F: 3 clusters Score -2.14983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (102774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Entering Unmasked Estep 
Score: -12780069.000000 Penalty: 2861.991455
	Iteration 0F: 2 clusters Score -1.278007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -12711280.000000 Penalty: 5723.982910
	Iteration 0F: 3 clusters Score -1.271128e+07 nChanged 48392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -12739010.000000 Penalty: 5723.982910
	Iteration 1F: 3 clusters Score -1.273901e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -12739654.000000 Penalty: 5723.982910
	Iteration 2Q: 3 clusters Score -1.273965e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -12740361.000000 Penalty: 5723.982910
	Iteration 3Q: 3 clusters Score -1.274036e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -12741233.000000 Penalty: 5723.982910
	Iteration 4Q: 3 clusters Score -1.274123e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -12742348.000000 Penalty: 5723.982910
	Iteration 5Q: 3 clusters Score -1.274235e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -12743849.000000 Penalty: 5723.982910
	Iteration 6Q: 3 clusters Score -1.274385e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -12745890.000000 Penalty: 5723.982910
	Iteration 7Q: 3 clusters Score -1.274589e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -12748554.000000 Penalty: 5723.982910
	Iteration 8Q: 3 clusters Score -1.274855e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -12752069.000000 Penalty: 5723.982910
	Iteration 9F: 3 clusters Score -1.275207e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -12756102.000000 Penalty: 5723.982910
	Iteration 10F: 3 clusters Score -1.27561e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -12760159.000000 Penalty: 5723.982910
	Iteration 11F: 3 clusters Score -1.276016e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -12763788.000000 Penalty: 5723.982910
	Iteration 12F: 3 clusters Score -1.276379e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -12765939.000000 Penalty: 5723.982910
	Iteration 13Q: 3 clusters Score -1.276594e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -12767163.000000 Penalty: 5723.982910
	Iteration 14Q: 3 clusters Score -1.276716e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -12767936.000000 Penalty: 5723.982910
	Iteration 15Q: 3 clusters Score -1.276794e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -12768516.000000 Penalty: 5723.982910
	Iteration 16Q: 3 clusters Score -1.276852e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -12768915.000000 Penalty: 5723.982910
	Iteration 17Q: 3 clusters Score -1.276892e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -12769350.000000 Penalty: 5723.982910
	Iteration 18Q: 3 clusters Score -1.276935e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84250 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -12769815.000000 Penalty: 5723.982910
	Iteration 19Q: 3 clusters Score -1.276982e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -12770328.000000 Penalty: 5723.982910
	Iteration 20F: 3 clusters Score -1.277033e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -12770841.000000 Penalty: 5723.982910
	Iteration 21Q: 3 clusters Score -1.277084e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -12771367.000000 Penalty: 5723.982910
	Iteration 22Q: 3 clusters Score -1.277137e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -12771970.000000 Penalty: 5723.982910
	Iteration 23Q: 3 clusters Score -1.277197e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -12772521.000000 Penalty: 5723.982910
	Iteration 24Q: 3 clusters Score -1.277252e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -12773091.000000 Penalty: 5723.982910
	Iteration 25Q: 3 clusters Score -1.277309e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -12773676.000000 Penalty: 5723.982910
	Iteration 26Q: 3 clusters Score -1.277368e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -12774291.000000 Penalty: 5723.982910
	Iteration 27Q: 3 clusters Score -1.277429e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -12774845.000000 Penalty: 5723.982910
	Iteration 28Q: 3 clusters Score -1.277484e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -12775364.000000 Penalty: 5723.982910
	Iteration 29Q: 3 clusters Score -1.277536e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -12775848.000000 Penalty: 5723.982910
	Iteration 30Q: 3 clusters Score -1.277585e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -12776189.000000 Penalty: 5723.982910
	Iteration 31Q: 3 clusters Score -1.277619e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -12776462.000000 Penalty: 5723.982910
	Iteration 32Q: 3 clusters Score -1.277646e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -12776719.000000 Penalty: 5723.982910
	Iteration 33Q: 3 clusters Score -1.277672e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12776869.000000 Penalty: 5723.982910
	Iteration 34Q: 3 clusters Score -1.277687e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -12777042.000000 Penalty: 5723.982910
	Iteration 35Q: 3 clusters Score -1.277704e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -12777171.000000 Penalty: 5723.982910
	Iteration 36Q: 3 clusters Score -1.277717e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12777260.000000 Penalty: 5723.982910
	Iteration 37Q: 3 clusters Score -1.277726e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101169 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -12777328.000000 Penalty: 5723.982910
	Iteration 38Q: 3 clusters Score -1.277733e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -12777379.000000 Penalty: 5723.982910
	Iteration 39Q: 3 clusters Score -1.277738e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101378 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12777421.000000 Penalty: 5723.982910
	Iteration 40F: 3 clusters Score -1.277742e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12777471.000000 Penalty: 5723.982910
	Iteration 41Q: 3 clusters Score -1.277747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12777507.000000 Penalty: 5723.982910
	Iteration 42Q: 3 clusters Score -1.277751e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101570 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -12777537.000000 Penalty: 5723.982910
	Iteration 43Q: 3 clusters Score -1.277754e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12777555.000000 Penalty: 5723.982910
	Iteration 44Q: 3 clusters Score -1.277756e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101644 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -12777581.000000 Penalty: 5723.982910
	Iteration 45Q: 3 clusters Score -1.277758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -12777600.000000 Penalty: 5723.982910
	Iteration 46Q: 3 clusters Score -1.27776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -12777609.000000 Penalty: 5723.982910
	Iteration 47Q: 3 clusters Score -1.277761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -12777614.000000 Penalty: 5723.982910
	Iteration 48Q: 3 clusters Score -1.277761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12777632.000000 Penalty: 5723.982910
	Iteration 49Q: 3 clusters Score -1.277763e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -12777637.000000 Penalty: 5723.982910
	Iteration 50Q: 3 clusters Score -1.277764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101756 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12777658.000000 Penalty: 5723.982910
	Iteration 51Q: 3 clusters Score -1.277766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12777651.000000 Penalty: 5723.982910
	Iteration 52Q: 3 clusters Score -1.277765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101786 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -12777661.000000 Penalty: 5723.982910
	Iteration 53Q: 3 clusters Score -1.277766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12777677.000000 Penalty: 5723.982910
	Iteration 54Q: 3 clusters Score -1.277768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12777679.000000 Penalty: 5723.982910
	Iteration 55Q: 3 clusters Score -1.277768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -12777685.000000 Penalty: 5723.982910
	Iteration 56Q: 3 clusters Score -1.277768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12777686.000000 Penalty: 5723.982910
	Iteration 57Q: 3 clusters Score -1.277769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101816 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -12777689.000000 Penalty: 5723.982910
	Iteration 58Q: 3 clusters Score -1.277769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12777691.000000 Penalty: 5723.982910
	Iteration 59Q: 3 clusters Score -1.277769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12777691.000000 Penalty: 5723.982910
	Iteration 60F: 3 clusters Score -1.277769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12777689.000000 Penalty: 5723.982910
	Iteration 61Q: 3 clusters Score -1.277769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12777689.000000 Penalty: 5723.982910
	Iteration 62F: 3 clusters Score -1.277769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -607916.187500 Penalty: 2124.930176
	Iteration 0F: 2 clusters Score -607916.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -603256.312500 Penalty: 4249.860352
	Iteration 0F: 3 clusters Score -603256.3 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -604377.687500 Penalty: 4249.860352
	Iteration 1F: 3 clusters Score -604377.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -604620.937500 Penalty: 4249.860352
	Iteration 2F: 3 clusters Score -604620.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -604791.437500 Penalty: 4249.860352
	Iteration 3Q: 3 clusters Score -604791.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -604965.625000 Penalty: 4249.860352
	Iteration 4Q: 3 clusters Score -604965.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -605095.125000 Penalty: 4249.860352
	Iteration 5Q: 3 clusters Score -605095.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -605216.125000 Penalty: 4249.860352
	Iteration 6Q: 3 clusters Score -605216.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -605317.250000 Penalty: 4249.860352
	Iteration 7Q: 3 clusters Score -605317.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -605414.500000 Penalty: 4249.860352
	Iteration 8Q: 3 clusters Score -605414.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -605489.750000 Penalty: 4249.860352
	Iteration 9Q: 3 clusters Score -605489.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -605560.500000 Penalty: 4249.860352
	Iteration 10Q: 3 clusters Score -605560.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -605610.500000 Penalty: 4249.860352
	Iteration 11Q: 3 clusters Score -605610.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -605653.562500 Penalty: 4249.860352
	Iteration 12Q: 3 clusters Score -605653.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -605691.687500 Penalty: 4249.860352
	Iteration 13Q: 3 clusters Score -605691.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -605733.937500 Penalty: 4249.860352
	Iteration 14Q: 3 clusters Score -605733.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -605775.750000 Penalty: 4249.860352
	Iteration 15Q: 3 clusters Score -605775.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -605810.937500 Penalty: 4249.860352
	Iteration 16Q: 3 clusters Score -605810.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -605839.937500 Penalty: 4249.860352
	Iteration 17Q: 3 clusters Score -605839.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -605864.875000 Penalty: 4249.860352
	Iteration 18Q: 3 clusters Score -605864.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -605890.500000 Penalty: 4249.860352
	Iteration 19Q: 3 clusters Score -605890.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -605924.250000 Penalty: 4249.860352
	Iteration 20F: 3 clusters Score -605924.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -605968.000000 Penalty: 4249.860352
	Iteration 21Q: 3 clusters Score -605968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -606005.250000 Penalty: 4249.860352
	Iteration 22Q: 3 clusters Score -606005.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -606031.562500 Penalty: 4249.860352
	Iteration 23Q: 3 clusters Score -606031.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -606053.937500 Penalty: 4249.860352
	Iteration 24Q: 3 clusters Score -606053.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -606067.687500 Penalty: 4249.860352
	Iteration 25Q: 3 clusters Score -606067.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -606078.875000 Penalty: 4249.860352
	Iteration 26Q: 3 clusters Score -606078.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -606087.375000 Penalty: 4249.860352
	Iteration 27Q: 3 clusters Score -606087.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -606099.625000 Penalty: 4249.860352
	Iteration 28Q: 3 clusters Score -606099.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -606112.062500 Penalty: 4249.860352
	Iteration 29Q: 3 clusters Score -606112.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -606123.625000 Penalty: 4249.860352
	Iteration 30Q: 3 clusters Score -606123.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -606136.937500 Penalty: 4249.860352
	Iteration 31Q: 3 clusters Score -606136.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -606146.000000 Penalty: 4249.860352
	Iteration 32Q: 3 clusters Score -606146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -606158.375000 Penalty: 4249.860352
	Iteration 33Q: 3 clusters Score -606158.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -606175.937500 Penalty: 4249.860352
	Iteration 34Q: 3 clusters Score -606175.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -606188.250000 Penalty: 4249.860352
	Iteration 35Q: 3 clusters Score -606188.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -606201.062500 Penalty: 4249.860352
	Iteration 36Q: 3 clusters Score -606201.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -606221.500000 Penalty: 4249.860352
	Iteration 37Q: 3 clusters Score -606221.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -606245.187500 Penalty: 4249.860352
	Iteration 38Q: 3 clusters Score -606245.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -606262.500000 Penalty: 4249.860352
	Iteration 39Q: 3 clusters Score -606262.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -606277.312500 Penalty: 4249.860352
	Iteration 40F: 3 clusters Score -606277.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -606293.187500 Penalty: 4249.860352
	Iteration 41Q: 3 clusters Score -606293.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -606313.625000 Penalty: 4249.860352
	Iteration 42Q: 3 clusters Score -606313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -606325.437500 Penalty: 4249.860352
	Iteration 43Q: 3 clusters Score -606325.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -606333.937500 Penalty: 4249.860352
	Iteration 44Q: 3 clusters Score -606333.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -606345.687500 Penalty: 4249.860352
	Iteration 45Q: 3 clusters Score -606345.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -606354.812500 Penalty: 4249.860352
	Iteration 46Q: 3 clusters Score -606354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -606361.812500 Penalty: 4249.860352
	Iteration 47Q: 3 clusters Score -606361.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -606374.562500 Penalty: 4249.860352
	Iteration 48Q: 3 clusters Score -606374.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -606391.625000 Penalty: 4249.860352
	Iteration 49Q: 3 clusters Score -606391.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -606402.250000 Penalty: 4249.860352
	Iteration 50Q: 3 clusters Score -606402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -606413.500000 Penalty: 4249.860352
	Iteration 51Q: 3 clusters Score -606413.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -606422.937500 Penalty: 4249.860352
	Iteration 52Q: 3 clusters Score -606422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -606433.750000 Penalty: 4249.860352
	Iteration 53Q: 3 clusters Score -606433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -606438.687500 Penalty: 4249.860352
	Iteration 54Q: 3 clusters Score -606438.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -606444.437500 Penalty: 4249.860352
	Iteration 55Q: 3 clusters Score -606444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -606447.500000 Penalty: 4249.860352
	Iteration 56Q: 3 clusters Score -606447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -606447.812500 Penalty: 4249.860352
	Iteration 57Q: 3 clusters Score -606447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -606448.187500 Penalty: 4249.860352
	Iteration 58Q: 3 clusters Score -606448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -606449.750000 Penalty: 4249.860352
	Iteration 59Q: 3 clusters Score -606449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -606449.750000 Penalty: 4249.860352
	Iteration 60F: 3 clusters Score -606449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136187 members 
Entering Unmasked Estep 
Score: -16855820.000000 Penalty: 2931.802490
	Iteration 0F: 2 clusters Score -1.685582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68042 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -16764775.000000 Penalty: 5863.604980
	Iteration 0F: 3 clusters Score -1.676478e+07 nChanged 65120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -16803098.000000 Penalty: 5863.604980
	Iteration 1F: 3 clusters Score -1.68031e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -16804880.000000 Penalty: 5863.604980
	Iteration 2Q: 3 clusters Score -1.680488e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -16807370.000000 Penalty: 5863.604980
	Iteration 3Q: 3 clusters Score -1.680737e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -16810794.000000 Penalty: 5863.604980
	Iteration 4Q: 3 clusters Score -1.681079e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -16816016.000000 Penalty: 5863.604980
	Iteration 5F: 3 clusters Score -1.681602e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -16823366.000000 Penalty: 5863.604980
	Iteration 6F: 3 clusters Score -1.682337e+07 nChanged 10471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -16832072.000000 Penalty: 5863.604980
	Iteration 7F: 3 clusters Score -1.683207e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -16838426.000000 Penalty: 5863.604980
	Iteration 8F: 3 clusters Score -1.683843e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -16841034.000000 Penalty: 5863.604980
	Iteration 9Q: 3 clusters Score -1.684103e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -16842044.000000 Penalty: 5863.604980
	Iteration 10Q: 3 clusters Score -1.684204e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -16842610.000000 Penalty: 5863.604980
	Iteration 11Q: 3 clusters Score -1.684261e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -16843012.000000 Penalty: 5863.604980
	Iteration 12Q: 3 clusters Score -1.684301e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -16843484.000000 Penalty: 5863.604980
	Iteration 13Q: 3 clusters Score -1.684348e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -16844054.000000 Penalty: 5863.604980
	Iteration 14Q: 3 clusters Score -1.684405e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -16844478.000000 Penalty: 5863.604980
	Iteration 15Q: 3 clusters Score -1.684448e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -16844970.000000 Penalty: 5863.604980
	Iteration 16Q: 3 clusters Score -1.684497e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -16845368.000000 Penalty: 5863.604980
	Iteration 17Q: 3 clusters Score -1.684537e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -16845824.000000 Penalty: 5863.604980
	Iteration 18Q: 3 clusters Score -1.684582e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -16846302.000000 Penalty: 5863.604980
	Iteration 19Q: 3 clusters Score -1.68463e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -16846786.000000 Penalty: 5863.604980
	Iteration 20F: 3 clusters Score -1.684679e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -16847204.000000 Penalty: 5863.604980
	Iteration 21Q: 3 clusters Score -1.68472e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -16847688.000000 Penalty: 5863.604980
	Iteration 22Q: 3 clusters Score -1.684769e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -16848102.000000 Penalty: 5863.604980
	Iteration 23Q: 3 clusters Score -1.68481e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107993 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -16848578.000000 Penalty: 5863.604980
	Iteration 24Q: 3 clusters Score -1.684858e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -16848982.000000 Penalty: 5863.604980
	Iteration 25Q: 3 clusters Score -1.684898e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -16849416.000000 Penalty: 5863.604980
	Iteration 26Q: 3 clusters Score -1.684942e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -16849782.000000 Penalty: 5863.604980
	Iteration 27Q: 3 clusters Score -1.684978e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -16850298.000000 Penalty: 5863.604980
	Iteration 28Q: 3 clusters Score -1.68503e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -16850618.000000 Penalty: 5863.604980
	Iteration 29Q: 3 clusters Score -1.685062e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -16850968.000000 Penalty: 5863.604980
	Iteration 30Q: 3 clusters Score -1.685097e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -16851326.000000 Penalty: 5863.604980
	Iteration 31Q: 3 clusters Score -1.685133e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -16851640.000000 Penalty: 5863.604980
	Iteration 32Q: 3 clusters Score -1.685164e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120928 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -16851964.000000 Penalty: 5863.604980
	Iteration 33Q: 3 clusters Score -1.685196e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122017 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -16852210.000000 Penalty: 5863.604980
	Iteration 34Q: 3 clusters Score -1.685221e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -16852554.000000 Penalty: 5863.604980
	Iteration 35Q: 3 clusters Score -1.685255e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -16852796.000000 Penalty: 5863.604980
	Iteration 36Q: 3 clusters Score -1.68528e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125025 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -16853060.000000 Penalty: 5863.604980
	Iteration 37Q: 3 clusters Score -1.685306e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -16853242.000000 Penalty: 5863.604980
	Iteration 38Q: 3 clusters Score -1.685324e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126517 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -16853424.000000 Penalty: 5863.604980
	Iteration 39Q: 3 clusters Score -1.685342e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -16853558.000000 Penalty: 5863.604980
	Iteration 40F: 3 clusters Score -1.685356e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -16853630.000000 Penalty: 5863.604980
	Iteration 41Q: 3 clusters Score -1.685363e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128137 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -16853708.000000 Penalty: 5863.604980
	Iteration 42Q: 3 clusters Score -1.685371e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128579 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -16853790.000000 Penalty: 5863.604980
	Iteration 43Q: 3 clusters Score -1.685379e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -16853848.000000 Penalty: 5863.604980
	Iteration 44Q: 3 clusters Score -1.685385e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -16853920.000000 Penalty: 5863.604980
	Iteration 45Q: 3 clusters Score -1.685392e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -16854016.000000 Penalty: 5863.604980
	Iteration 46Q: 3 clusters Score -1.685402e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129917 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -16854118.000000 Penalty: 5863.604980
	Iteration 47Q: 3 clusters Score -1.685412e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -16854146.000000 Penalty: 5863.604980
	Iteration 48Q: 3 clusters Score -1.685415e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130384 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -16854194.000000 Penalty: 5863.604980
	Iteration 49Q: 3 clusters Score -1.685419e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130584 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -16854230.000000 Penalty: 5863.604980
	Iteration 50Q: 3 clusters Score -1.685423e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -16854268.000000 Penalty: 5863.604980
	Iteration 51Q: 3 clusters Score -1.685427e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -16854286.000000 Penalty: 5863.604980
	Iteration 52Q: 3 clusters Score -1.685429e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131044 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -16854308.000000 Penalty: 5863.604980
	Iteration 53Q: 3 clusters Score -1.685431e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131184 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -16854290.000000 Penalty: 5863.604980
	Iteration 54Q: 3 clusters Score -1.685429e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131305 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -16854284.000000 Penalty: 5863.604980
	Iteration 55Q: 3 clusters Score -1.685428e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -16854324.000000 Penalty: 5863.604980
	Iteration 56Q: 3 clusters Score -1.685432e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -16854356.000000 Penalty: 5863.604980
	Iteration 57Q: 3 clusters Score -1.685436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131600 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -16854364.000000 Penalty: 5863.604980
	Iteration 58Q: 3 clusters Score -1.685436e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131680 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -16854350.000000 Penalty: 5863.604980
	Iteration 59Q: 3 clusters Score -1.685435e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -16854396.000000 Penalty: 5863.604980
	Iteration 60F: 3 clusters Score -1.68544e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131799 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -16854390.000000 Penalty: 5863.604980
	Iteration 61Q: 3 clusters Score -1.685439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131837 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -16854404.000000 Penalty: 5863.604980
	Iteration 62Q: 3 clusters Score -1.68544e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16854428.000000 Penalty: 5863.604980
	Iteration 63Q: 3 clusters Score -1.685443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131906 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -16854430.000000 Penalty: 5863.604980
	Iteration 64Q: 3 clusters Score -1.685443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131929 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -16854436.000000 Penalty: 5863.604980
	Iteration 65Q: 3 clusters Score -1.685444e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131954 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -16854430.000000 Penalty: 5863.604980
	Iteration 66Q: 3 clusters Score -1.685443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131974 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -16854438.000000 Penalty: 5863.604980
	Iteration 67Q: 3 clusters Score -1.685444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131997 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -16854448.000000 Penalty: 5863.604980
	Iteration 68Q: 3 clusters Score -1.685445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132013 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -16854444.000000 Penalty: 5863.604980
	Iteration 69Q: 3 clusters Score -1.685444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132028 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -16854456.000000 Penalty: 5863.604980
	Iteration 70Q: 3 clusters Score -1.685446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132040 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -16854440.000000 Penalty: 5863.604980
	Iteration 71Q: 3 clusters Score -1.685444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132056 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -16854466.000000 Penalty: 5863.604980
	Iteration 72Q: 3 clusters Score -1.685447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -16854448.000000 Penalty: 5863.604980
	Iteration 73Q: 3 clusters Score -1.685445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -16854458.000000 Penalty: 5863.604980
	Iteration 74Q: 3 clusters Score -1.685446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132135 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -16854460.000000 Penalty: 5863.604980
	Iteration 75Q: 3 clusters Score -1.685446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -16854466.000000 Penalty: 5863.604980
	Iteration 76Q: 3 clusters Score -1.685447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132183 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -16854466.000000 Penalty: 5863.604980
	Iteration 77Q: 3 clusters Score -1.685447e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132216 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -16854484.000000 Penalty: 5863.604980
	Iteration 78Q: 3 clusters Score -1.685448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132251 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -16854484.000000 Penalty: 5863.604980
	Iteration 79Q: 3 clusters Score -1.685448e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132274 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -16854480.000000 Penalty: 5863.604980
	Iteration 80F: 3 clusters Score -1.685448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -16854488.000000 Penalty: 5863.604980
	Iteration 81Q: 3 clusters Score -1.685449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132305 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -16854492.000000 Penalty: 5863.604980
	Iteration 82Q: 3 clusters Score -1.685449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132313 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -16854474.000000 Penalty: 5863.604980
	Iteration 83Q: 3 clusters Score -1.685447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132324 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -16854468.000000 Penalty: 5863.604980
	Iteration 84Q: 3 clusters Score -1.685447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132340 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -16854488.000000 Penalty: 5863.604980
	Iteration 85Q: 3 clusters Score -1.685449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132354 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -16854478.000000 Penalty: 5863.604980
	Iteration 86Q: 3 clusters Score -1.685448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132362 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -16854478.000000 Penalty: 5863.604980
	Iteration 87Q: 3 clusters Score -1.685448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132367 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -16854484.000000 Penalty: 5863.604980
	Iteration 88Q: 3 clusters Score -1.685448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132375 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -16854482.000000 Penalty: 5863.604980
	Iteration 89Q: 3 clusters Score -1.685448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -16854468.000000 Penalty: 5863.604980
	Iteration 90Q: 3 clusters Score -1.685447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132383 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -16854472.000000 Penalty: 5863.604980
	Iteration 91Q: 3 clusters Score -1.685447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -16854468.000000 Penalty: 5863.604980
	Iteration 92Q: 3 clusters Score -1.685447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132387 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -16854470.000000 Penalty: 5863.604980
	Iteration 93Q: 3 clusters Score -1.685447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132389 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -16854470.000000 Penalty: 5863.604980
	Iteration 94Q: 3 clusters Score -1.685447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132390 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -16854464.000000 Penalty: 5863.604980
	Iteration 95Q: 3 clusters Score -1.685446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -16854462.000000 Penalty: 5863.604980
	Iteration 96Q: 3 clusters Score -1.685446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -16854456.000000 Penalty: 5863.604980
	Iteration 97Q: 3 clusters Score -1.685446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132393 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -16854454.000000 Penalty: 5863.604980
	Iteration 98Q: 3 clusters Score -1.685445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132394 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -16854458.000000 Penalty: 5863.604980
	Iteration 99Q: 3 clusters Score -1.685446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132396 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -16854458.000000 Penalty: 5863.604980
	Iteration 100F: 3 clusters Score -1.685446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132398 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -16854472.000000 Penalty: 5863.604980
	Iteration 101Q: 3 clusters Score -1.685447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132401 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -16854476.000000 Penalty: 5863.604980
	Iteration 102Q: 3 clusters Score -1.685448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132403 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -16854486.000000 Penalty: 5863.604980
	Iteration 103Q: 3 clusters Score -1.685449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132405 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -16854482.000000 Penalty: 5863.604980
	Iteration 104Q: 3 clusters Score -1.685448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132405 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -16854482.000000 Penalty: 5863.604980
	Iteration 105F: 3 clusters Score -1.685448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (123331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Entering Unmasked Estep 
Score: -15353540.000000 Penalty: 2907.211426
	Iteration 0F: 2 clusters Score -1.535354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -15271096.000000 Penalty: 5814.422852
	Iteration 0F: 3 clusters Score -1.52711e+07 nChanged 58716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -15305191.000000 Penalty: 5814.422852
	Iteration 1F: 3 clusters Score -1.530519e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -15306058.000000 Penalty: 5814.422852
	Iteration 2Q: 3 clusters Score -1.530606e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -15306982.000000 Penalty: 5814.422852
	Iteration 3Q: 3 clusters Score -1.530698e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -15308221.000000 Penalty: 5814.422852
	Iteration 4Q: 3 clusters Score -1.530822e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -15310100.000000 Penalty: 5814.422852
	Iteration 5Q: 3 clusters Score -1.53101e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -15312918.000000 Penalty: 5814.422852
	Iteration 6Q: 3 clusters Score -1.531292e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -15317106.000000 Penalty: 5814.422852
	Iteration 7F: 3 clusters Score -1.531711e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -15322495.000000 Penalty: 5814.422852
	Iteration 8F: 3 clusters Score -1.53225e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -15328180.000000 Penalty: 5814.422852
	Iteration 9F: 3 clusters Score -1.532818e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -15333084.000000 Penalty: 5814.422852
	Iteration 10F: 3 clusters Score -1.533308e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -15336111.000000 Penalty: 5814.422852
	Iteration 11Q: 3 clusters Score -1.533611e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -15337904.000000 Penalty: 5814.422852
	Iteration 12Q: 3 clusters Score -1.53379e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -15338884.000000 Penalty: 5814.422852
	Iteration 13Q: 3 clusters Score -1.533888e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -15339614.000000 Penalty: 5814.422852
	Iteration 14Q: 3 clusters Score -1.533961e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 82218 members 
Entering Unmasked Estep 
Score: -15340129.000000 Penalty: 5814.422852
	Iteration 15Q: 3 clusters Score -1.534013e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -15340566.000000 Penalty: 5814.422852
	Iteration 16Q: 3 clusters Score -1.534057e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -15340940.000000 Penalty: 5814.422852
	Iteration 17Q: 3 clusters Score -1.534094e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -15341304.000000 Penalty: 5814.422852
	Iteration 18Q: 3 clusters Score -1.53413e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -15341573.000000 Penalty: 5814.422852
	Iteration 19Q: 3 clusters Score -1.534157e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -15341910.000000 Penalty: 5814.422852
	Iteration 20F: 3 clusters Score -1.534191e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -15342193.000000 Penalty: 5814.422852
	Iteration 21Q: 3 clusters Score -1.534219e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 87438 members 
Entering Unmasked Estep 
Score: -15342392.000000 Penalty: 5814.422852
	Iteration 22Q: 3 clusters Score -1.534239e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -15342632.000000 Penalty: 5814.422852
	Iteration 23Q: 3 clusters Score -1.534263e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 89341 members 
Entering Unmasked Estep 
Score: -15342934.000000 Penalty: 5814.422852
	Iteration 24Q: 3 clusters Score -1.534293e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -15343203.000000 Penalty: 5814.422852
	Iteration 25Q: 3 clusters Score -1.53432e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -15343503.000000 Penalty: 5814.422852
	Iteration 26Q: 3 clusters Score -1.53435e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -15343732.000000 Penalty: 5814.422852
	Iteration 27Q: 3 clusters Score -1.534373e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -15343915.000000 Penalty: 5814.422852
	Iteration 28Q: 3 clusters Score -1.534392e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 94363 members 
Entering Unmasked Estep 
Score: -15344095.000000 Penalty: 5814.422852
	Iteration 29Q: 3 clusters Score -1.53441e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -15344337.000000 Penalty: 5814.422852
	Iteration 30Q: 3 clusters Score -1.534434e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -15344620.000000 Penalty: 5814.422852
	Iteration 31Q: 3 clusters Score -1.534462e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -15344885.000000 Penalty: 5814.422852
	Iteration 32Q: 3 clusters Score -1.534488e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 98807 members 
Entering Unmasked Estep 
Score: -15345105.000000 Penalty: 5814.422852
	Iteration 33Q: 3 clusters Score -1.53451e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -15345409.000000 Penalty: 5814.422852
	Iteration 34Q: 3 clusters Score -1.534541e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -15345710.000000 Penalty: 5814.422852
	Iteration 35Q: 3 clusters Score -1.534571e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -15346017.000000 Penalty: 5814.422852
	Iteration 36Q: 3 clusters Score -1.534602e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 103584 members 
Entering Unmasked Estep 
Score: -15346308.000000 Penalty: 5814.422852
	Iteration 37Q: 3 clusters Score -1.534631e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 104752 members 
Entering Unmasked Estep 
Score: -15346528.000000 Penalty: 5814.422852
	Iteration 38Q: 3 clusters Score -1.534653e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -15346840.000000 Penalty: 5814.422852
	Iteration 39Q: 3 clusters Score -1.534684e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -15347207.000000 Penalty: 5814.422852
	Iteration 40F: 3 clusters Score -1.534721e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 108223 members 
Entering Unmasked Estep 
Score: -15347509.000000 Penalty: 5814.422852
	Iteration 41Q: 3 clusters Score -1.534751e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -15347775.000000 Penalty: 5814.422852
	Iteration 42Q: 3 clusters Score -1.534778e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -15348044.000000 Penalty: 5814.422852
	Iteration 43Q: 3 clusters Score -1.534804e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
Score: -15348345.000000 Penalty: 5814.422852
	Iteration 44Q: 3 clusters Score -1.534834e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -15348619.000000 Penalty: 5814.422852
	Iteration 45Q: 3 clusters Score -1.534862e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -15348960.000000 Penalty: 5814.422852
	Iteration 46Q: 3 clusters Score -1.534896e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -15349195.000000 Penalty: 5814.422852
	Iteration 47Q: 3 clusters Score -1.53492e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 115074 members 
Entering Unmasked Estep 
Score: -15349420.000000 Penalty: 5814.422852
	Iteration 48Q: 3 clusters Score -1.534942e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 115807 members 
Entering Unmasked Estep 
Score: -15349617.000000 Penalty: 5814.422852
	Iteration 49Q: 3 clusters Score -1.534962e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -15349844.000000 Penalty: 5814.422852
	Iteration 50Q: 3 clusters Score -1.534984e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 117183 members 
Entering Unmasked Estep 
Score: -15350056.000000 Penalty: 5814.422852
	Iteration 51Q: 3 clusters Score -1.535006e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 117692 members 
Entering Unmasked Estep 
Score: -15350220.000000 Penalty: 5814.422852
	Iteration 52Q: 3 clusters Score -1.535022e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 118136 members 
Entering Unmasked Estep 
Score: -15350386.000000 Penalty: 5814.422852
	Iteration 53Q: 3 clusters Score -1.535039e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -15350455.000000 Penalty: 5814.422852
	Iteration 54Q: 3 clusters Score -1.535046e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -15350596.000000 Penalty: 5814.422852
	Iteration 55Q: 3 clusters Score -1.53506e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -15350685.000000 Penalty: 5814.422852
	Iteration 56Q: 3 clusters Score -1.535068e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 119428 members 
Entering Unmasked Estep 
Score: -15350732.000000 Penalty: 5814.422852
	Iteration 57Q: 3 clusters Score -1.535073e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 119644 members 
Entering Unmasked Estep 
Score: -15350834.000000 Penalty: 5814.422852
	Iteration 58Q: 3 clusters Score -1.535083e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 119836 members 
Entering Unmasked Estep 
Score: -15350825.000000 Penalty: 5814.422852
	Iteration 59Q: 3 clusters Score -1.535082e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -15350886.000000 Penalty: 5814.422852
	Iteration 60F: 3 clusters Score -1.535089e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 120153 members 
Entering Unmasked Estep 
Score: -15350935.000000 Penalty: 5814.422852
	Iteration 61Q: 3 clusters Score -1.535094e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 120290 members 
Entering Unmasked Estep 
Score: -15350986.000000 Penalty: 5814.422852
	Iteration 62Q: 3 clusters Score -1.535099e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -15351034.000000 Penalty: 5814.422852
	Iteration 63Q: 3 clusters Score -1.535103e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -15351080.000000 Penalty: 5814.422852
	Iteration 64Q: 3 clusters Score -1.535108e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -15351118.000000 Penalty: 5814.422852
	Iteration 65Q: 3 clusters Score -1.535112e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 120662 members 
Entering Unmasked Estep 
Score: -15351138.000000 Penalty: 5814.422852
	Iteration 66Q: 3 clusters Score -1.535114e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -15351160.000000 Penalty: 5814.422852
	Iteration 67Q: 3 clusters Score -1.535116e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
Score: -15351181.000000 Penalty: 5814.422852
	Iteration 68Q: 3 clusters Score -1.535118e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 120855 members 
Entering Unmasked Estep 
Score: -15351206.000000 Penalty: 5814.422852
	Iteration 69Q: 3 clusters Score -1.535121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -15351214.000000 Penalty: 5814.422852
	Iteration 70Q: 3 clusters Score -1.535121e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 120936 members 
Entering Unmasked Estep 
Score: -15351214.000000 Penalty: 5814.422852
	Iteration 71Q: 3 clusters Score -1.535121e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -15351218.000000 Penalty: 5814.422852
	Iteration 72Q: 3 clusters Score -1.535122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 121004 members 
Entering Unmasked Estep 
Score: -15351228.000000 Penalty: 5814.422852
	Iteration 73Q: 3 clusters Score -1.535123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 121038 members 
Entering Unmasked Estep 
Score: -15351230.000000 Penalty: 5814.422852
	Iteration 74Q: 3 clusters Score -1.535123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 121075 members 
Entering Unmasked Estep 
Score: -15351240.000000 Penalty: 5814.422852
	Iteration 75Q: 3 clusters Score -1.535124e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -15351243.000000 Penalty: 5814.422852
	Iteration 76Q: 3 clusters Score -1.535124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -15351266.000000 Penalty: 5814.422852
	Iteration 77Q: 3 clusters Score -1.535127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -15351270.000000 Penalty: 5814.422852
	Iteration 78Q: 3 clusters Score -1.535127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 121213 members 
Entering Unmasked Estep 
Score: -15351260.000000 Penalty: 5814.422852
	Iteration 79Q: 3 clusters Score -1.535126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -15351297.000000 Penalty: 5814.422852
	Iteration 80F: 3 clusters Score -1.53513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 121273 members 
Entering Unmasked Estep 
Score: -15351287.000000 Penalty: 5814.422852
	Iteration 81Q: 3 clusters Score -1.535129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 121294 members 
Entering Unmasked Estep 
Score: -15351272.000000 Penalty: 5814.422852
	Iteration 82Q: 3 clusters Score -1.535127e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 121314 members 
Entering Unmasked Estep 
Score: -15351276.000000 Penalty: 5814.422852
	Iteration 83Q: 3 clusters Score -1.535128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -15351283.000000 Penalty: 5814.422852
	Iteration 84Q: 3 clusters Score -1.535128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
Score: -15351300.000000 Penalty: 5814.422852
	Iteration 85Q: 3 clusters Score -1.53513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -15351307.000000 Penalty: 5814.422852
	Iteration 86Q: 3 clusters Score -1.535131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -15351301.000000 Penalty: 5814.422852
	Iteration 87Q: 3 clusters Score -1.53513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 121384 members 
Entering Unmasked Estep 
Score: -15351298.000000 Penalty: 5814.422852
	Iteration 88Q: 3 clusters Score -1.53513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -15351294.000000 Penalty: 5814.422852
	Iteration 89Q: 3 clusters Score -1.535129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 121394 members 
Entering Unmasked Estep 
Score: -15351284.000000 Penalty: 5814.422852
	Iteration 90Q: 3 clusters Score -1.535128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 121400 members 
Entering Unmasked Estep 
Score: -15351294.000000 Penalty: 5814.422852
	Iteration 91Q: 3 clusters Score -1.535129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 121412 members 
Entering Unmasked Estep 
Score: -15351303.000000 Penalty: 5814.422852
	Iteration 92Q: 3 clusters Score -1.53513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 121423 members 
Entering Unmasked Estep 
Score: -15351318.000000 Penalty: 5814.422852
	Iteration 93Q: 3 clusters Score -1.535132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 121435 members 
Entering Unmasked Estep 
Score: -15351326.000000 Penalty: 5814.422852
	Iteration 94Q: 3 clusters Score -1.535133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -15351322.000000 Penalty: 5814.422852
	Iteration 95Q: 3 clusters Score -1.535132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -15351320.000000 Penalty: 5814.422852
	Iteration 96Q: 3 clusters Score -1.535132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 121468 members 
Entering Unmasked Estep 
Score: -15351310.000000 Penalty: 5814.422852
	Iteration 97Q: 3 clusters Score -1.535131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 121476 members 
Entering Unmasked Estep 
Score: -15351301.000000 Penalty: 5814.422852
	Iteration 98Q: 3 clusters Score -1.53513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 121481 members 
Entering Unmasked Estep 
Score: -15351298.000000 Penalty: 5814.422852
	Iteration 99Q: 3 clusters Score -1.53513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 121488 members 
Entering Unmasked Estep 
Score: -15351298.000000 Penalty: 5814.422852
	Iteration 100F: 3 clusters Score -1.53513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 121492 members 
Entering Unmasked Estep 
Score: -15351308.000000 Penalty: 5814.422852
	Iteration 101Q: 3 clusters Score -1.535131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 121496 members 
Entering Unmasked Estep 
Score: -15351307.000000 Penalty: 5814.422852
	Iteration 102Q: 3 clusters Score -1.535131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
Score: -15351302.000000 Penalty: 5814.422852
	Iteration 103Q: 3 clusters Score -1.53513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 121515 members 
Entering Unmasked Estep 
Score: -15351315.000000 Penalty: 5814.422852
	Iteration 104Q: 3 clusters Score -1.535132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 121519 members 
Entering Unmasked Estep 
Score: -15351300.000000 Penalty: 5814.422852
	Iteration 105Q: 3 clusters Score -1.53513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 121522 members 
Entering Unmasked Estep 
Score: -15351316.000000 Penalty: 5814.422852
	Iteration 106Q: 3 clusters Score -1.535132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 121527 members 
Entering Unmasked Estep 
Score: -15351306.000000 Penalty: 5814.422852
	Iteration 107Q: 3 clusters Score -1.535131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 121530 members 
Entering Unmasked Estep 
Score: -15351312.000000 Penalty: 5814.422852
	Iteration 108Q: 3 clusters Score -1.535131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 121533 members 
Entering Unmasked Estep 
Score: -15351313.000000 Penalty: 5814.422852
	Iteration 109Q: 3 clusters Score -1.535131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 121536 members 
Entering Unmasked Estep 
Score: -15351312.000000 Penalty: 5814.422852
	Iteration 110Q: 3 clusters Score -1.535131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 121541 members 
Entering Unmasked Estep 
Score: -15351310.000000 Penalty: 5814.422852
	Iteration 111Q: 3 clusters Score -1.535131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 121545 members 
Entering Unmasked Estep 
Score: -15351311.000000 Penalty: 5814.422852
	Iteration 112Q: 3 clusters Score -1.535131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -15351312.000000 Penalty: 5814.422852
	Iteration 113Q: 3 clusters Score -1.535131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -15351312.000000 Penalty: 5814.422852
	Iteration 114F: 3 clusters Score -1.535131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157488 members 
Entering Unmasked Estep 
Score: -19352654.000000 Penalty: 2967.842041
	Iteration 0F: 2 clusters Score -1.935265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78384 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -19247864.000000 Penalty: 5935.684082
	Iteration 0F: 3 clusters Score -1.924786e+07 nChanged 75417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72421 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -19292424.000000 Penalty: 5935.684082
	Iteration 1F: 3 clusters Score -1.929242e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 89021 members 
Entering Unmasked Estep 
Score: -19294676.000000 Penalty: 5935.684082
	Iteration 2Q: 3 clusters Score -1.929468e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -19298432.000000 Penalty: 5935.684082
	Iteration 3F: 3 clusters Score -1.929843e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -19304904.000000 Penalty: 5935.684082
	Iteration 4F: 3 clusters Score -1.93049e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -19315280.000000 Penalty: 5935.684082
	Iteration 5F: 3 clusters Score -1.931528e+07 nChanged 13471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 128069 members 
Entering Unmasked Estep 
Score: -19327836.000000 Penalty: 5935.684082
	Iteration 6F: 3 clusters Score -1.932784e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 138202 members 
Entering Unmasked Estep 
Score: -19338706.000000 Penalty: 5935.684082
	Iteration 7F: 3 clusters Score -1.933871e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -19345332.000000 Penalty: 5935.684082
	Iteration 8Q: 3 clusters Score -1.934533e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -19348580.000000 Penalty: 5935.684082
	Iteration 9Q: 3 clusters Score -1.934858e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 148552 members 
Entering Unmasked Estep 
Score: -19349764.000000 Penalty: 5935.684082
	Iteration 10Q: 3 clusters Score -1.934976e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -19350262.000000 Penalty: 5935.684082
	Iteration 11Q: 3 clusters Score -1.935026e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -19350584.000000 Penalty: 5935.684082
	Iteration 12Q: 3 clusters Score -1.935058e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 150680 members 
Entering Unmasked Estep 
Score: -19350718.000000 Penalty: 5935.684082
	Iteration 13Q: 3 clusters Score -1.935072e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 151126 members 
Entering Unmasked Estep 
Score: -19350788.000000 Penalty: 5935.684082
	Iteration 14Q: 3 clusters Score -1.935079e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -19350870.000000 Penalty: 5935.684082
	Iteration 15Q: 3 clusters Score -1.935087e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -19351018.000000 Penalty: 5935.684082
	Iteration 16Q: 3 clusters Score -1.935102e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 152222 members 
Entering Unmasked Estep 
Score: -19351074.000000 Penalty: 5935.684082
	Iteration 17Q: 3 clusters Score -1.935107e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -19351118.000000 Penalty: 5935.684082
	Iteration 18Q: 3 clusters Score -1.935112e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -19351176.000000 Penalty: 5935.684082
	Iteration 19Q: 3 clusters Score -1.935118e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 152915 members 
Entering Unmasked Estep 
Score: -19351226.000000 Penalty: 5935.684082
	Iteration 20F: 3 clusters Score -1.935123e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 153075 members 
Entering Unmasked Estep 
Score: -19351248.000000 Penalty: 5935.684082
	Iteration 21Q: 3 clusters Score -1.935125e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 153218 members 
Entering Unmasked Estep 
Score: -19351256.000000 Penalty: 5935.684082
	Iteration 22Q: 3 clusters Score -1.935126e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -19351264.000000 Penalty: 5935.684082
	Iteration 23Q: 3 clusters Score -1.935126e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 153430 members 
Entering Unmasked Estep 
Score: -19351270.000000 Penalty: 5935.684082
	Iteration 24Q: 3 clusters Score -1.935127e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 153516 members 
Entering Unmasked Estep 
Score: -19351290.000000 Penalty: 5935.684082
	Iteration 25Q: 3 clusters Score -1.935129e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 153590 members 
Entering Unmasked Estep 
Score: -19351316.000000 Penalty: 5935.684082
	Iteration 26Q: 3 clusters Score -1.935132e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -19351288.000000 Penalty: 5935.684082
	Iteration 27Q: 3 clusters Score -1.935129e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 153698 members 
Entering Unmasked Estep 
Score: -19351280.000000 Penalty: 5935.684082
	Iteration 28Q: 3 clusters Score -1.935128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -19351290.000000 Penalty: 5935.684082
	Iteration 29Q: 3 clusters Score -1.935129e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -19351314.000000 Penalty: 5935.684082
	Iteration 30Q: 3 clusters Score -1.935131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -19351330.000000 Penalty: 5935.684082
	Iteration 31Q: 3 clusters Score -1.935133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 153874 members 
Entering Unmasked Estep 
Score: -19351338.000000 Penalty: 5935.684082
	Iteration 32Q: 3 clusters Score -1.935134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 153925 members 
Entering Unmasked Estep 
Score: -19351342.000000 Penalty: 5935.684082
	Iteration 33Q: 3 clusters Score -1.935134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -19351354.000000 Penalty: 5935.684082
	Iteration 34Q: 3 clusters Score -1.935135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -19351360.000000 Penalty: 5935.684082
	Iteration 35Q: 3 clusters Score -1.935136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -19351360.000000 Penalty: 5935.684082
	Iteration 36Q: 3 clusters Score -1.935136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -19351356.000000 Penalty: 5935.684082
	Iteration 37Q: 3 clusters Score -1.935136e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -19351370.000000 Penalty: 5935.684082
	Iteration 38Q: 3 clusters Score -1.935137e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -19351370.000000 Penalty: 5935.684082
	Iteration 39Q: 3 clusters Score -1.935137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -19351348.000000 Penalty: 5935.684082
	Iteration 40F: 3 clusters Score -1.935135e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 154171 members 
Entering Unmasked Estep 
Score: -19351368.000000 Penalty: 5935.684082
	Iteration 41Q: 3 clusters Score -1.935137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -19351354.000000 Penalty: 5935.684082
	Iteration 42Q: 3 clusters Score -1.935135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -19351344.000000 Penalty: 5935.684082
	Iteration 43Q: 3 clusters Score -1.935134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -19351364.000000 Penalty: 5935.684082
	Iteration 44Q: 3 clusters Score -1.935136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 154213 members 
Entering Unmasked Estep 
Score: -19351356.000000 Penalty: 5935.684082
	Iteration 45Q: 3 clusters Score -1.935136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -19351354.000000 Penalty: 5935.684082
	Iteration 46Q: 3 clusters Score -1.935135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 154218 members 
Entering Unmasked Estep 
Score: -19351368.000000 Penalty: 5935.684082
	Iteration 47Q: 3 clusters Score -1.935137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -19351366.000000 Penalty: 5935.684082
	Iteration 48Q: 3 clusters Score -1.935137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -19351362.000000 Penalty: 5935.684082
	Iteration 49Q: 3 clusters Score -1.935136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -19351368.000000 Penalty: 5935.684082
	Iteration 50Q: 3 clusters Score -1.935137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -19351368.000000 Penalty: 5935.684082
	Iteration 51F: 3 clusters Score -1.935137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -352697.500000 Penalty: 1973.727173
	Iteration 0F: 2 clusters Score -352697.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -349582.125000 Penalty: 3947.454346
	Iteration 0F: 3 clusters Score -349582.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -350159.875000 Penalty: 3947.454346
	Iteration 1F: 3 clusters Score -350159.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -350296.250000 Penalty: 3947.454346
	Iteration 2F: 3 clusters Score -350296.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -350384.937500 Penalty: 3947.454346
	Iteration 3Q: 3 clusters Score -350384.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -350444.812500 Penalty: 3947.454346
	Iteration 4Q: 3 clusters Score -350444.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -350487.875000 Penalty: 3947.454346
	Iteration 5Q: 3 clusters Score -350487.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -350510.125000 Penalty: 3947.454346
	Iteration 6Q: 3 clusters Score -350510.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -350521.312500 Penalty: 3947.454346
	Iteration 7Q: 3 clusters Score -350521.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -350530.437500 Penalty: 3947.454346
	Iteration 8Q: 3 clusters Score -350530.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -350540.281250 Penalty: 3947.454346
	Iteration 9Q: 3 clusters Score -350540.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -350551.062500 Penalty: 3947.454346
	Iteration 10Q: 3 clusters Score -350551.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -350561.718750 Penalty: 3947.454346
	Iteration 11Q: 3 clusters Score -350561.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -350572.968750 Penalty: 3947.454346
	Iteration 12Q: 3 clusters Score -350573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -350583.656250 Penalty: 3947.454346
	Iteration 13Q: 3 clusters Score -350583.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -350597.625000 Penalty: 3947.454346
	Iteration 14Q: 3 clusters Score -350597.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -350606.312500 Penalty: 3947.454346
	Iteration 15Q: 3 clusters Score -350606.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -350613.812500 Penalty: 3947.454346
	Iteration 16Q: 3 clusters Score -350613.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -350619.531250 Penalty: 3947.454346
	Iteration 17Q: 3 clusters Score -350619.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -350626.687500 Penalty: 3947.454346
	Iteration 18Q: 3 clusters Score -350626.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -350632.937500 Penalty: 3947.454346
	Iteration 19Q: 3 clusters Score -350632.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -350639.312500 Penalty: 3947.454346
	Iteration 20F: 3 clusters Score -350639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -350646.750000 Penalty: 3947.454346
	Iteration 21Q: 3 clusters Score -350646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -350652.156250 Penalty: 3947.454346
	Iteration 22Q: 3 clusters Score -350652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -350660.093750 Penalty: 3947.454346
	Iteration 23Q: 3 clusters Score -350660.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -350662.593750 Penalty: 3947.454346
	Iteration 24Q: 3 clusters Score -350662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -350666.218750 Penalty: 3947.454346
	Iteration 25Q: 3 clusters Score -350666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -350668.125000 Penalty: 3947.454346
	Iteration 26Q: 3 clusters Score -350668.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -350672.031250 Penalty: 3947.454346
	Iteration 27Q: 3 clusters Score -350672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -350676.687500 Penalty: 3947.454346
	Iteration 28Q: 3 clusters Score -350676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -350681.000000 Penalty: 3947.454346
	Iteration 29Q: 3 clusters Score -350681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -350682.968750 Penalty: 3947.454346
	Iteration 30Q: 3 clusters Score -350683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -350685.250000 Penalty: 3947.454346
	Iteration 31Q: 3 clusters Score -350685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -350687.531250 Penalty: 3947.454346
	Iteration 32Q: 3 clusters Score -350687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -350689.187500 Penalty: 3947.454346
	Iteration 33Q: 3 clusters Score -350689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -350692.281250 Penalty: 3947.454346
	Iteration 34Q: 3 clusters Score -350692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -350693.937500 Penalty: 3947.454346
	Iteration 35Q: 3 clusters Score -350693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -350696.062500 Penalty: 3947.454346
	Iteration 36Q: 3 clusters Score -350696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -350698.093750 Penalty: 3947.454346
	Iteration 37Q: 3 clusters Score -350698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -350699.937500 Penalty: 3947.454346
	Iteration 38Q: 3 clusters Score -350699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -350705.093750 Penalty: 3947.454346
	Iteration 39Q: 3 clusters Score -350705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -350707.125000 Penalty: 3947.454346
	Iteration 40F: 3 clusters Score -350707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -350709.937500 Penalty: 3947.454346
	Iteration 41Q: 3 clusters Score -350709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -350709.625000 Penalty: 3947.454346
	Iteration 42Q: 3 clusters Score -350709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -350711.343750 Penalty: 3947.454346
	Iteration 43Q: 3 clusters Score -350711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -350711.343750 Penalty: 3947.454346
	Iteration 44F: 3 clusters Score -350711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Entering Unmasked Estep 
Score: -1433407.875000 Penalty: 2325.590088
	Iteration 0F: 2 clusters Score -1433408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1424628.875000 Penalty: 4651.180176
	Iteration 0F: 3 clusters Score -1424629 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1427199.500000 Penalty: 4651.180176
	Iteration 1F: 3 clusters Score -1427200 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1427513.375000 Penalty: 4651.180176
	Iteration 2F: 3 clusters Score -1427513 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1427757.625000 Penalty: 4651.180176
	Iteration 3Q: 3 clusters Score -1427758 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1427954.000000 Penalty: 4651.180176
	Iteration 4Q: 3 clusters Score -1427954 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1428163.125000 Penalty: 4651.180176
	Iteration 5Q: 3 clusters Score -1428163 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1428408.625000 Penalty: 4651.180176
	Iteration 6Q: 3 clusters Score -1428409 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1428678.750000 Penalty: 4651.180176
	Iteration 7Q: 3 clusters Score -1428679 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1428928.625000 Penalty: 4651.180176
	Iteration 8Q: 3 clusters Score -1428929 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1429185.500000 Penalty: 4651.180176
	Iteration 9Q: 3 clusters Score -1429186 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1429459.000000 Penalty: 4651.180176
	Iteration 10Q: 3 clusters Score -1429459 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1429718.875000 Penalty: 4651.180176
	Iteration 11Q: 3 clusters Score -1429719 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1429973.500000 Penalty: 4651.180176
	Iteration 12Q: 3 clusters Score -1429974 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1430203.625000 Penalty: 4651.180176
	Iteration 13Q: 3 clusters Score -1430204 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1430378.875000 Penalty: 4651.180176
	Iteration 14Q: 3 clusters Score -1430379 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1430500.125000 Penalty: 4651.180176
	Iteration 15Q: 3 clusters Score -1430500 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1430600.125000 Penalty: 4651.180176
	Iteration 16Q: 3 clusters Score -1430600 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1430697.000000 Penalty: 4651.180176
	Iteration 17Q: 3 clusters Score -1430697 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1430779.125000 Penalty: 4651.180176
	Iteration 18Q: 3 clusters Score -1430779 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1430851.625000 Penalty: 4651.180176
	Iteration 19Q: 3 clusters Score -1430852 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1430910.125000 Penalty: 4651.180176
	Iteration 20F: 3 clusters Score -1430910 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1430963.250000 Penalty: 4651.180176
	Iteration 21Q: 3 clusters Score -1430963 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1431021.250000 Penalty: 4651.180176
	Iteration 22Q: 3 clusters Score -1431021 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1431076.750000 Penalty: 4651.180176
	Iteration 23Q: 3 clusters Score -1431077 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1431134.000000 Penalty: 4651.180176
	Iteration 24Q: 3 clusters Score -1431134 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1431199.250000 Penalty: 4651.180176
	Iteration 25Q: 3 clusters Score -1431199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1431280.125000 Penalty: 4651.180176
	Iteration 26Q: 3 clusters Score -1431280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1431355.750000 Penalty: 4651.180176
	Iteration 27Q: 3 clusters Score -1431356 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1431444.875000 Penalty: 4651.180176
	Iteration 28Q: 3 clusters Score -1431445 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1431531.625000 Penalty: 4651.180176
	Iteration 29Q: 3 clusters Score -1431532 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1431628.875000 Penalty: 4651.180176
	Iteration 30Q: 3 clusters Score -1431629 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1431723.750000 Penalty: 4651.180176
	Iteration 31Q: 3 clusters Score -1431724 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1431809.000000 Penalty: 4651.180176
	Iteration 32Q: 3 clusters Score -1431809 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1431892.750000 Penalty: 4651.180176
	Iteration 33Q: 3 clusters Score -1431893 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1431963.625000 Penalty: 4651.180176
	Iteration 34Q: 3 clusters Score -1431964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1432011.125000 Penalty: 4651.180176
	Iteration 35Q: 3 clusters Score -1432011 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1432042.875000 Penalty: 4651.180176
	Iteration 36Q: 3 clusters Score -1432043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1432066.500000 Penalty: 4651.180176
	Iteration 37Q: 3 clusters Score -1432066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1432086.000000 Penalty: 4651.180176
	Iteration 38Q: 3 clusters Score -1432086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1432095.250000 Penalty: 4651.180176
	Iteration 39Q: 3 clusters Score -1432095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1432107.625000 Penalty: 4651.180176
	Iteration 40F: 3 clusters Score -1432108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1432113.125000 Penalty: 4651.180176
	Iteration 41Q: 3 clusters Score -1432113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1432125.375000 Penalty: 4651.180176
	Iteration 42Q: 3 clusters Score -1432125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1432128.500000 Penalty: 4651.180176
	Iteration 43Q: 3 clusters Score -1432128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1432131.875000 Penalty: 4651.180176
	Iteration 44Q: 3 clusters Score -1432132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1432136.500000 Penalty: 4651.180176
	Iteration 45Q: 3 clusters Score -1432136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1432139.250000 Penalty: 4651.180176
	Iteration 46Q: 3 clusters Score -1432139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1432138.500000 Penalty: 4651.180176
	Iteration 47Q: 3 clusters Score -1432138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1432138.625000 Penalty: 4651.180176
	Iteration 48Q: 3 clusters Score -1432139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1432148.375000 Penalty: 4651.180176
	Iteration 49Q: 3 clusters Score -1432148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1432152.250000 Penalty: 4651.180176
	Iteration 50Q: 3 clusters Score -1432152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1432152.875000 Penalty: 4651.180176
	Iteration 51Q: 3 clusters Score -1432153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1432153.125000 Penalty: 4651.180176
	Iteration 52Q: 3 clusters Score -1432153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1432159.750000 Penalty: 4651.180176
	Iteration 53Q: 3 clusters Score -1432160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1432158.125000 Penalty: 4651.180176
	Iteration 54Q: 3 clusters Score -1432158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1432159.000000 Penalty: 4651.180176
	Iteration 55Q: 3 clusters Score -1432159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1432158.875000 Penalty: 4651.180176
	Iteration 56Q: 3 clusters Score -1432159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1432161.000000 Penalty: 4651.180176
	Iteration 57Q: 3 clusters Score -1432161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1432163.000000 Penalty: 4651.180176
	Iteration 58Q: 3 clusters Score -1432163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1432162.875000 Penalty: 4651.180176
	Iteration 59Q: 3 clusters Score -1432163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1432161.125000 Penalty: 4651.180176
	Iteration 60F: 3 clusters Score -1432161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1432162.875000 Penalty: 4651.180176
	Iteration 61Q: 3 clusters Score -1432163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1432163.625000 Penalty: 4651.180176
	Iteration 62Q: 3 clusters Score -1432164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1432165.375000 Penalty: 4651.180176
	Iteration 63Q: 3 clusters Score -1432165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1432163.125000 Penalty: 4651.180176
	Iteration 64Q: 3 clusters Score -1432163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1432164.875000 Penalty: 4651.180176
	Iteration 65Q: 3 clusters Score -1432165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1432165.750000 Penalty: 4651.180176
	Iteration 66Q: 3 clusters Score -1432166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1432167.000000 Penalty: 4651.180176
	Iteration 67Q: 3 clusters Score -1432167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1432162.250000 Penalty: 4651.180176
	Iteration 68Q: 3 clusters Score -1432162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1432168.375000 Penalty: 4651.180176
	Iteration 69Q: 3 clusters Score -1432168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1432173.375000 Penalty: 4651.180176
	Iteration 70Q: 3 clusters Score -1432173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1432170.625000 Penalty: 4651.180176
	Iteration 71Q: 3 clusters Score -1432171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1432172.375000 Penalty: 4651.180176
	Iteration 72Q: 3 clusters Score -1432172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1432170.625000 Penalty: 4651.180176
	Iteration 73Q: 3 clusters Score -1432171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1432173.125000 Penalty: 4651.180176
	Iteration 74Q: 3 clusters Score -1432173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1432174.875000 Penalty: 4651.180176
	Iteration 75Q: 3 clusters Score -1432175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1432175.875000 Penalty: 4651.180176
	Iteration 76Q: 3 clusters Score -1432176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1432175.875000 Penalty: 4651.180176
	Iteration 77Q: 3 clusters Score -1432176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1432175.875000 Penalty: 4651.180176
	Iteration 78Q: 3 clusters Score -1432176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1432175.000000 Penalty: 4651.180176
	Iteration 79Q: 3 clusters Score -1432175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1432175.125000 Penalty: 4651.180176
	Iteration 80F: 3 clusters Score -1432175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Entering Unmasked Estep 
Score: -2387438.750000 Penalty: 2453.772705
	Iteration 0F: 2 clusters Score -2387439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2373304.750000 Penalty: 4907.545410
	Iteration 0F: 3 clusters Score -2373305 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2378072.500000 Penalty: 4907.545410
	Iteration 1F: 3 clusters Score -2378072 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2378467.750000 Penalty: 4907.545410
	Iteration 2F: 3 clusters Score -2378468 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2378827.500000 Penalty: 4907.545410
	Iteration 3Q: 3 clusters Score -2378828 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2379194.250000 Penalty: 4907.545410
	Iteration 4Q: 3 clusters Score -2379194 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2379548.750000 Penalty: 4907.545410
	Iteration 5Q: 3 clusters Score -2379549 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2379966.500000 Penalty: 4907.545410
	Iteration 6Q: 3 clusters Score -2379966 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2380506.500000 Penalty: 4907.545410
	Iteration 7Q: 3 clusters Score -2380506 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2381231.250000 Penalty: 4907.545410
	Iteration 8F: 3 clusters Score -2381231 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2382080.750000 Penalty: 4907.545410
	Iteration 9F: 3 clusters Score -2382081 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2382957.750000 Penalty: 4907.545410
	Iteration 10F: 3 clusters Score -2382958 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2383671.500000 Penalty: 4907.545410
	Iteration 11Q: 3 clusters Score -2383672 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2384178.750000 Penalty: 4907.545410
	Iteration 12Q: 3 clusters Score -2384179 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2384515.000000 Penalty: 4907.545410
	Iteration 13Q: 3 clusters Score -2384515 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2384731.500000 Penalty: 4907.545410
	Iteration 14Q: 3 clusters Score -2384732 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2384882.250000 Penalty: 4907.545410
	Iteration 15Q: 3 clusters Score -2384882 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2384978.750000 Penalty: 4907.545410
	Iteration 16Q: 3 clusters Score -2384979 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2385081.000000 Penalty: 4907.545410
	Iteration 17Q: 3 clusters Score -2385081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2385145.000000 Penalty: 4907.545410
	Iteration 18Q: 3 clusters Score -2385145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2385194.000000 Penalty: 4907.545410
	Iteration 19Q: 3 clusters Score -2385194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2385231.000000 Penalty: 4907.545410
	Iteration 20F: 3 clusters Score -2385231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2385258.000000 Penalty: 4907.545410
	Iteration 21Q: 3 clusters Score -2385258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2385279.750000 Penalty: 4907.545410
	Iteration 22Q: 3 clusters Score -2385280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2385297.750000 Penalty: 4907.545410
	Iteration 23Q: 3 clusters Score -2385298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2385303.250000 Penalty: 4907.545410
	Iteration 24Q: 3 clusters Score -2385303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2385321.750000 Penalty: 4907.545410
	Iteration 25Q: 3 clusters Score -2385322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2385347.250000 Penalty: 4907.545410
	Iteration 26Q: 3 clusters Score -2385347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2385352.250000 Penalty: 4907.545410
	Iteration 27Q: 3 clusters Score -2385352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2385364.000000 Penalty: 4907.545410
	Iteration 28Q: 3 clusters Score -2385364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2385379.500000 Penalty: 4907.545410
	Iteration 29Q: 3 clusters Score -2385380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2385385.500000 Penalty: 4907.545410
	Iteration 30Q: 3 clusters Score -2385386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2385392.000000 Penalty: 4907.545410
	Iteration 31Q: 3 clusters Score -2385392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2385397.250000 Penalty: 4907.545410
	Iteration 32Q: 3 clusters Score -2385397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2385398.250000 Penalty: 4907.545410
	Iteration 33Q: 3 clusters Score -2385398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2385405.750000 Penalty: 4907.545410
	Iteration 34Q: 3 clusters Score -2385406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2385411.250000 Penalty: 4907.545410
	Iteration 35Q: 3 clusters Score -2385411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2385415.250000 Penalty: 4907.545410
	Iteration 36Q: 3 clusters Score -2385415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2385415.000000 Penalty: 4907.545410
	Iteration 37Q: 3 clusters Score -2385415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2385416.000000 Penalty: 4907.545410
	Iteration 38Q: 3 clusters Score -2385416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2385419.500000 Penalty: 4907.545410
	Iteration 39Q: 3 clusters Score -2385420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2385425.000000 Penalty: 4907.545410
	Iteration 40F: 3 clusters Score -2385425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2385426.250000 Penalty: 4907.545410
	Iteration 41Q: 3 clusters Score -2385426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2385428.500000 Penalty: 4907.545410
	Iteration 42Q: 3 clusters Score -2385428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2385437.500000 Penalty: 4907.545410
	Iteration 43Q: 3 clusters Score -2385438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2385433.250000 Penalty: 4907.545410
	Iteration 44Q: 3 clusters Score -2385433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2385437.500000 Penalty: 4907.545410
	Iteration 45Q: 3 clusters Score -2385438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2385446.000000 Penalty: 4907.545410
	Iteration 46Q: 3 clusters Score -2385446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2385447.500000 Penalty: 4907.545410
	Iteration 47Q: 3 clusters Score -2385448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2385447.500000 Penalty: 4907.545410
	Iteration 48Q: 3 clusters Score -2385448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2385452.250000 Penalty: 4907.545410
	Iteration 49Q: 3 clusters Score -2385452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2385451.750000 Penalty: 4907.545410
	Iteration 50Q: 3 clusters Score -2385452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2385453.250000 Penalty: 4907.545410
	Iteration 51Q: 3 clusters Score -2385453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2385455.000000 Penalty: 4907.545410
	Iteration 52Q: 3 clusters Score -2385455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2385459.250000 Penalty: 4907.545410
	Iteration 53Q: 3 clusters Score -2385459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2385459.250000 Penalty: 4907.545410
	Iteration 54Q: 3 clusters Score -2385459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2385457.250000 Penalty: 4907.545410
	Iteration 55Q: 3 clusters Score -2385457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2385458.000000 Penalty: 4907.545410
	Iteration 56Q: 3 clusters Score -2385458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2385456.000000 Penalty: 4907.545410
	Iteration 57Q: 3 clusters Score -2385456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2385456.750000 Penalty: 4907.545410
	Iteration 58Q: 3 clusters Score -2385457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2385456.500000 Penalty: 4907.545410
	Iteration 59Q: 3 clusters Score -2385456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2385460.500000 Penalty: 4907.545410
	Iteration 60F: 3 clusters Score -2385460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2385459.750000 Penalty: 4907.545410
	Iteration 61Q: 3 clusters Score -2385460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2385458.750000 Penalty: 4907.545410
	Iteration 62Q: 3 clusters Score -2385459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2385459.500000 Penalty: 4907.545410
	Iteration 63Q: 3 clusters Score -2385460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2385461.750000 Penalty: 4907.545410
	Iteration 64Q: 3 clusters Score -2385462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2385460.000000 Penalty: 4907.545410
	Iteration 65Q: 3 clusters Score -2385460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2385460.500000 Penalty: 4907.545410
	Iteration 66Q: 3 clusters Score -2385460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2385460.500000 Penalty: 4907.545410
	Iteration 67Q: 3 clusters Score -2385460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2385460.500000 Penalty: 4907.545410
	Iteration 68F: 3 clusters Score -2385460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Entering Unmasked Estep 
Score: -158171.734375 Penalty: 1781.975952
	Iteration 0F: 2 clusters Score -158171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156005.906250 Penalty: 3563.951904
	Iteration 0F: 3 clusters Score -156005.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -156339.937500 Penalty: 3563.951904
	Iteration 1F: 3 clusters Score -156339.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -156425.218750 Penalty: 3563.951904
	Iteration 2F: 3 clusters Score -156425.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -156464.578125 Penalty: 3563.951904
	Iteration 3Q: 3 clusters Score -156464.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -156485.078125 Penalty: 3563.951904
	Iteration 4Q: 3 clusters Score -156485.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -156510.593750 Penalty: 3563.951904
	Iteration 5Q: 3 clusters Score -156510.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156549.703125 Penalty: 3563.951904
	Iteration 6Q: 3 clusters Score -156549.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -156579.234375 Penalty: 3563.951904
	Iteration 7Q: 3 clusters Score -156579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -156628.734375 Penalty: 3563.951904
	Iteration 8Q: 3 clusters Score -156628.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -156682.328125 Penalty: 3563.951904
	Iteration 9Q: 3 clusters Score -156682.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156743.921875 Penalty: 3563.951904
	Iteration 10Q: 3 clusters Score -156743.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -156784.343750 Penalty: 3563.951904
	Iteration 11Q: 3 clusters Score -156784.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -156819.265625 Penalty: 3563.951904
	Iteration 12Q: 3 clusters Score -156819.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -156852.750000 Penalty: 3563.951904
	Iteration 13Q: 3 clusters Score -156852.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -156881.093750 Penalty: 3563.951904
	Iteration 14Q: 3 clusters Score -156881.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -156907.156250 Penalty: 3563.951904
	Iteration 15Q: 3 clusters Score -156907.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -156931.640625 Penalty: 3563.951904
	Iteration 16Q: 3 clusters Score -156931.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156954.687500 Penalty: 3563.951904
	Iteration 17Q: 3 clusters Score -156954.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156968.937500 Penalty: 3563.951904
	Iteration 18Q: 3 clusters Score -156968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156986.953125 Penalty: 3563.951904
	Iteration 19Q: 3 clusters Score -156987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157007.343750 Penalty: 3563.951904
	Iteration 20F: 3 clusters Score -157007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157032.531250 Penalty: 3563.951904
	Iteration 21Q: 3 clusters Score -157032.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -157047.984375 Penalty: 3563.951904
	Iteration 22Q: 3 clusters Score -157048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -157062.937500 Penalty: 3563.951904
	Iteration 23Q: 3 clusters Score -157062.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157092.343750 Penalty: 3563.951904
	Iteration 24Q: 3 clusters Score -157092.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -157119.875000 Penalty: 3563.951904
	Iteration 25Q: 3 clusters Score -157119.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157148.671875 Penalty: 3563.951904
	Iteration 26Q: 3 clusters Score -157148.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -157169.718750 Penalty: 3563.951904
	Iteration 27Q: 3 clusters Score -157169.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157194.750000 Penalty: 3563.951904
	Iteration 28Q: 3 clusters Score -157194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -157209.234375 Penalty: 3563.951904
	Iteration 29Q: 3 clusters Score -157209.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -157231.437500 Penalty: 3563.951904
	Iteration 30Q: 3 clusters Score -157231.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -157243.859375 Penalty: 3563.951904
	Iteration 31Q: 3 clusters Score -157243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157254.562500 Penalty: 3563.951904
	Iteration 32Q: 3 clusters Score -157254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157260.062500 Penalty: 3563.951904
	Iteration 33Q: 3 clusters Score -157260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -157264.781250 Penalty: 3563.951904
	Iteration 34Q: 3 clusters Score -157264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -157273.453125 Penalty: 3563.951904
	Iteration 35Q: 3 clusters Score -157273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -157279.375000 Penalty: 3563.951904
	Iteration 36Q: 3 clusters Score -157279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157282.203125 Penalty: 3563.951904
	Iteration 37Q: 3 clusters Score -157282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -157286.828125 Penalty: 3563.951904
	Iteration 38Q: 3 clusters Score -157286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -157287.875000 Penalty: 3563.951904
	Iteration 39Q: 3 clusters Score -157287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -157290.453125 Penalty: 3563.951904
	Iteration 40F: 3 clusters Score -157290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -157291.546875 Penalty: 3563.951904
	Iteration 41Q: 3 clusters Score -157291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -157291.546875 Penalty: 3563.951904
	Iteration 42F: 3 clusters Score -157291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (87846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Entering Unmasked Estep 
Score: -10453444.000000 Penalty: 2823.068604
	Iteration 0F: 2 clusters Score -1.045344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -10394509.000000 Penalty: 5646.137207
	Iteration 0F: 3 clusters Score -1.039451e+07 nChanged 41431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -10417821.000000 Penalty: 5646.137207
	Iteration 1F: 3 clusters Score -1.041782e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -10418480.000000 Penalty: 5646.137207
	Iteration 2Q: 3 clusters Score -1.041848e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -10419108.000000 Penalty: 5646.137207
	Iteration 3Q: 3 clusters Score -1.041911e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -10419790.000000 Penalty: 5646.137207
	Iteration 4Q: 3 clusters Score -1.041979e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -10420504.000000 Penalty: 5646.137207
	Iteration 5Q: 3 clusters Score -1.04205e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -10421433.000000 Penalty: 5646.137207
	Iteration 6Q: 3 clusters Score -1.042143e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -10422822.000000 Penalty: 5646.137207
	Iteration 7Q: 3 clusters Score -1.042282e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -10424896.000000 Penalty: 5646.137207
	Iteration 8Q: 3 clusters Score -1.04249e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -10428546.000000 Penalty: 5646.137207
	Iteration 9F: 3 clusters Score -1.042855e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -10433679.000000 Penalty: 5646.137207
	Iteration 10F: 3 clusters Score -1.043368e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -10439496.000000 Penalty: 5646.137207
	Iteration 11F: 3 clusters Score -1.04395e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -10444202.000000 Penalty: 5646.137207
	Iteration 12F: 3 clusters Score -1.04442e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -10447159.000000 Penalty: 5646.137207
	Iteration 13Q: 3 clusters Score -1.044716e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -10448878.000000 Penalty: 5646.137207
	Iteration 14Q: 3 clusters Score -1.044888e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -10449838.000000 Penalty: 5646.137207
	Iteration 15Q: 3 clusters Score -1.044984e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -10450263.000000 Penalty: 5646.137207
	Iteration 16Q: 3 clusters Score -1.045026e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -10450525.000000 Penalty: 5646.137207
	Iteration 17Q: 3 clusters Score -1.045052e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -10450655.000000 Penalty: 5646.137207
	Iteration 18Q: 3 clusters Score -1.045066e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -10450767.000000 Penalty: 5646.137207
	Iteration 19Q: 3 clusters Score -1.045077e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -10450839.000000 Penalty: 5646.137207
	Iteration 20F: 3 clusters Score -1.045084e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -10450872.000000 Penalty: 5646.137207
	Iteration 21Q: 3 clusters Score -1.045087e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -10450884.000000 Penalty: 5646.137207
	Iteration 22Q: 3 clusters Score -1.045088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -10450914.000000 Penalty: 5646.137207
	Iteration 23Q: 3 clusters Score -1.045091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -10450942.000000 Penalty: 5646.137207
	Iteration 24Q: 3 clusters Score -1.045094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -10450956.000000 Penalty: 5646.137207
	Iteration 25Q: 3 clusters Score -1.045096e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -10450952.000000 Penalty: 5646.137207
	Iteration 26Q: 3 clusters Score -1.045095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -10450958.000000 Penalty: 5646.137207
	Iteration 27Q: 3 clusters Score -1.045096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -10450965.000000 Penalty: 5646.137207
	Iteration 28Q: 3 clusters Score -1.045096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -10450973.000000 Penalty: 5646.137207
	Iteration 29Q: 3 clusters Score -1.045097e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -10450978.000000 Penalty: 5646.137207
	Iteration 30Q: 3 clusters Score -1.045098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -10450987.000000 Penalty: 5646.137207
	Iteration 31Q: 3 clusters Score -1.045099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -10450990.000000 Penalty: 5646.137207
	Iteration 32Q: 3 clusters Score -1.045099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -10451004.000000 Penalty: 5646.137207
	Iteration 33Q: 3 clusters Score -1.0451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10451012.000000 Penalty: 5646.137207
	Iteration 34Q: 3 clusters Score -1.045101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10451012.000000 Penalty: 5646.137207
	Iteration 35F: 3 clusters Score -1.045101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (194089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194089 members 
Entering Unmasked Estep 
Score: -23947172.000000 Penalty: 3019.665771
	Iteration 0F: 2 clusters Score -2.394717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -23826564.000000 Penalty: 6039.331543
	Iteration 0F: 3 clusters Score -2.382656e+07 nChanged 93112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -23881708.000000 Penalty: 6039.331543
	Iteration 1F: 3 clusters Score -2.388171e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -23883212.000000 Penalty: 6039.331543
	Iteration 2Q: 3 clusters Score -2.388321e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 99230 members 
Entering Unmasked Estep 
Score: -23885098.000000 Penalty: 6039.331543
	Iteration 3Q: 3 clusters Score -2.38851e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92922 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -23887664.000000 Penalty: 6039.331543
	Iteration 4Q: 3 clusters Score -2.388766e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -23891076.000000 Penalty: 6039.331543
	Iteration 5Q: 3 clusters Score -2.389108e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 106934 members 
Entering Unmasked Estep 
Score: -23895554.000000 Penalty: 6039.331543
	Iteration 6F: 3 clusters Score -2.389555e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -23900986.000000 Penalty: 6039.331543
	Iteration 7F: 3 clusters Score -2.390099e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 114644 members 
Entering Unmasked Estep 
Score: -23907278.000000 Penalty: 6039.331543
	Iteration 8F: 3 clusters Score -2.390728e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -23914134.000000 Penalty: 6039.331543
	Iteration 9F: 3 clusters Score -2.391413e+07 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -23921008.000000 Penalty: 6039.331543
	Iteration 10F: 3 clusters Score -2.392101e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -23927450.000000 Penalty: 6039.331543
	Iteration 11Q: 3 clusters Score -2.392745e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 127074 members 
Entering Unmasked Estep 
Score: -23933996.000000 Penalty: 6039.331543
	Iteration 12Q: 3 clusters Score -2.3934e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 129111 members 
Entering Unmasked Estep 
Score: -23938814.000000 Penalty: 6039.331543
	Iteration 13Q: 3 clusters Score -2.393881e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63100 members 
Mstep: Class 2 contains 130989 members 
Entering Unmasked Estep 
Score: -23941926.000000 Penalty: 6039.331543
	Iteration 14Q: 3 clusters Score -2.394193e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 132802 members 
Entering Unmasked Estep 
Score: -23943832.000000 Penalty: 6039.331543
	Iteration 15Q: 3 clusters Score -2.394383e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 134350 members 
Entering Unmasked Estep 
Score: -23945142.000000 Penalty: 6039.331543
	Iteration 16Q: 3 clusters Score -2.394514e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -23945976.000000 Penalty: 6039.331543
	Iteration 17Q: 3 clusters Score -2.394598e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 137164 members 
Entering Unmasked Estep 
Score: -23946682.000000 Penalty: 6039.331543
	Iteration 18Q: 3 clusters Score -2.394668e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -23947202.000000 Penalty: 6039.331543
	Iteration 19Q: 3 clusters Score -2.39472e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 139875 members 
Entering Unmasked Estep 
Score: -23947612.000000 Penalty: 6039.331543
	Iteration 20F: 3 clusters Score -2.394761e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 141175 members 
Entering Unmasked Estep 
Score: -23947936.000000 Penalty: 6039.331543
	Iteration 21Q: 3 clusters Score -2.394794e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 142474 members 
Entering Unmasked Estep 
Score: -23948102.000000 Penalty: 6039.331543
	Iteration 22Q: 3 clusters Score -2.39481e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -23948254.000000 Penalty: 6039.331543
	Iteration 23Q: 3 clusters Score -2.394825e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 144916 members 
Entering Unmasked Estep 
Score: -23948418.000000 Penalty: 6039.331543
	Iteration 24Q: 3 clusters Score -2.394842e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 146122 members 
Entering Unmasked Estep 
Score: -23948520.000000 Penalty: 6039.331543
	Iteration 25Q: 3 clusters Score -2.394852e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -23948730.000000 Penalty: 6039.331543
	Iteration 26Q: 3 clusters Score -2.394873e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 148366 members 
Entering Unmasked Estep 
Score: -23948902.000000 Penalty: 6039.331543
	Iteration 27Q: 3 clusters Score -2.39489e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -23949094.000000 Penalty: 6039.331543
	Iteration 28Q: 3 clusters Score -2.394909e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 150403 members 
Entering Unmasked Estep 
Score: -23949140.000000 Penalty: 6039.331543
	Iteration 29Q: 3 clusters Score -2.394914e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 151451 members 
Entering Unmasked Estep 
Score: -23949252.000000 Penalty: 6039.331543
	Iteration 30Q: 3 clusters Score -2.394925e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -23949364.000000 Penalty: 6039.331543
	Iteration 31Q: 3 clusters Score -2.394936e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -23949480.000000 Penalty: 6039.331543
	Iteration 32Q: 3 clusters Score -2.394948e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -23949518.000000 Penalty: 6039.331543
	Iteration 33Q: 3 clusters Score -2.394952e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 155305 members 
Entering Unmasked Estep 
Score: -23949600.000000 Penalty: 6039.331543
	Iteration 34Q: 3 clusters Score -2.39496e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 156260 members 
Entering Unmasked Estep 
Score: -23949662.000000 Penalty: 6039.331543
	Iteration 35Q: 3 clusters Score -2.394966e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -23949624.000000 Penalty: 6039.331543
	Iteration 36Q: 3 clusters Score -2.394962e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -23949688.000000 Penalty: 6039.331543
	Iteration 37Q: 3 clusters Score -2.394969e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 159127 members 
Entering Unmasked Estep 
Score: -23949644.000000 Penalty: 6039.331543
	Iteration 38Q: 3 clusters Score -2.394964e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 159948 members 
Entering Unmasked Estep 
Score: -23949588.000000 Penalty: 6039.331543
	Iteration 39Q: 3 clusters Score -2.394959e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 160739 members 
Entering Unmasked Estep 
Score: -23949738.000000 Penalty: 6039.331543
	Iteration 40F: 3 clusters Score -2.394974e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 161531 members 
Entering Unmasked Estep 
Score: -23949822.000000 Penalty: 6039.331543
	Iteration 41Q: 3 clusters Score -2.394982e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -23949746.000000 Penalty: 6039.331543
	Iteration 42Q: 3 clusters Score -2.394975e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 163137 members 
Entering Unmasked Estep 
Score: -23949698.000000 Penalty: 6039.331543
	Iteration 43Q: 3 clusters Score -2.39497e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -23949722.000000 Penalty: 6039.331543
	Iteration 44Q: 3 clusters Score -2.394972e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 164756 members 
Entering Unmasked Estep 
Score: -23949654.000000 Penalty: 6039.331543
	Iteration 45Q: 3 clusters Score -2.394965e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -23949696.000000 Penalty: 6039.331543
	Iteration 46Q: 3 clusters Score -2.39497e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -23949630.000000 Penalty: 6039.331543
	Iteration 47Q: 3 clusters Score -2.394963e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 166993 members 
Entering Unmasked Estep 
Score: -23949614.000000 Penalty: 6039.331543
	Iteration 48Q: 3 clusters Score -2.394961e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 167623 members 
Entering Unmasked Estep 
Score: -23949602.000000 Penalty: 6039.331543
	Iteration 49Q: 3 clusters Score -2.39496e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -23949530.000000 Penalty: 6039.331543
	Iteration 50Q: 3 clusters Score -2.394953e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 168785 members 
Entering Unmasked Estep 
Score: -23949538.000000 Penalty: 6039.331543
	Iteration 51Q: 3 clusters Score -2.394954e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 169322 members 
Entering Unmasked Estep 
Score: -23949474.000000 Penalty: 6039.331543
	Iteration 52Q: 3 clusters Score -2.394947e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 169834 members 
Entering Unmasked Estep 
Score: -23949412.000000 Penalty: 6039.331543
	Iteration 53Q: 3 clusters Score -2.394941e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -23949412.000000 Penalty: 6039.331543
	Iteration 54Q: 3 clusters Score -2.394941e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 170796 members 
Entering Unmasked Estep 
Score: -23949452.000000 Penalty: 6039.331543
	Iteration 55Q: 3 clusters Score -2.394945e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 171240 members 
Entering Unmasked Estep 
Score: -23949506.000000 Penalty: 6039.331543
	Iteration 56Q: 3 clusters Score -2.394951e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -23949470.000000 Penalty: 6039.331543
	Iteration 57Q: 3 clusters Score -2.394947e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 172149 members 
Entering Unmasked Estep 
Score: -23949494.000000 Penalty: 6039.331543
	Iteration 58Q: 3 clusters Score -2.394949e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 172591 members 
Entering Unmasked Estep 
Score: -23949430.000000 Penalty: 6039.331543
	Iteration 59Q: 3 clusters Score -2.394943e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -23949312.000000 Penalty: 6039.331543
	Iteration 60F: 3 clusters Score -2.394931e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 173395 members 
Entering Unmasked Estep 
Score: -23949294.000000 Penalty: 6039.331543
	Iteration 61Q: 3 clusters Score -2.394929e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 173767 members 
Entering Unmasked Estep 
Score: -23949282.000000 Penalty: 6039.331543
	Iteration 62Q: 3 clusters Score -2.394928e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 174120 members 
Entering Unmasked Estep 
Score: -23949216.000000 Penalty: 6039.331543
	Iteration 63Q: 3 clusters Score -2.394922e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 174464 members 
Entering Unmasked Estep 
Score: -23949150.000000 Penalty: 6039.331543
	Iteration 64Q: 3 clusters Score -2.394915e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 174768 members 
Entering Unmasked Estep 
Score: -23949074.000000 Penalty: 6039.331543
	Iteration 65Q: 3 clusters Score -2.394907e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 175070 members 
Entering Unmasked Estep 
Score: -23949102.000000 Penalty: 6039.331543
	Iteration 66Q: 3 clusters Score -2.39491e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -23949106.000000 Penalty: 6039.331543
	Iteration 67Q: 3 clusters Score -2.394911e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 175604 members 
Entering Unmasked Estep 
Score: -23949042.000000 Penalty: 6039.331543
	Iteration 68Q: 3 clusters Score -2.394904e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 175892 members 
Entering Unmasked Estep 
Score: -23948976.000000 Penalty: 6039.331543
	Iteration 69Q: 3 clusters Score -2.394898e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 176183 members 
Entering Unmasked Estep 
Score: -23948902.000000 Penalty: 6039.331543
	Iteration 70Q: 3 clusters Score -2.39489e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 176471 members 
Entering Unmasked Estep 
Score: -23948834.000000 Penalty: 6039.331543
	Iteration 71Q: 3 clusters Score -2.394883e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 176755 members 
Entering Unmasked Estep 
Score: -23948772.000000 Penalty: 6039.331543
	Iteration 72Q: 3 clusters Score -2.394877e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -23948766.000000 Penalty: 6039.331543
	Iteration 73Q: 3 clusters Score -2.394877e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 177278 members 
Entering Unmasked Estep 
Score: -23948756.000000 Penalty: 6039.331543
	Iteration 74Q: 3 clusters Score -2.394876e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -23948716.000000 Penalty: 6039.331543
	Iteration 75Q: 3 clusters Score -2.394872e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 177786 members 
Entering Unmasked Estep 
Score: -23948718.000000 Penalty: 6039.331543
	Iteration 76Q: 3 clusters Score -2.394872e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 178033 members 
Entering Unmasked Estep 
Score: -23948672.000000 Penalty: 6039.331543
	Iteration 77Q: 3 clusters Score -2.394867e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 178292 members 
Entering Unmasked Estep 
Score: -23948628.000000 Penalty: 6039.331543
	Iteration 78Q: 3 clusters Score -2.394863e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -23948620.000000 Penalty: 6039.331543
	Iteration 79Q: 3 clusters Score -2.394862e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -23948520.000000 Penalty: 6039.331543
	Iteration 80F: 3 clusters Score -2.394852e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 178949 members 
Entering Unmasked Estep 
Score: -23948458.000000 Penalty: 6039.331543
	Iteration 81Q: 3 clusters Score -2.394846e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 179127 members 
Entering Unmasked Estep 
Score: -23948406.000000 Penalty: 6039.331543
	Iteration 82Q: 3 clusters Score -2.394841e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 179294 members 
Entering Unmasked Estep 
Score: -23948362.000000 Penalty: 6039.331543
	Iteration 83Q: 3 clusters Score -2.394836e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 179440 members 
Entering Unmasked Estep 
Score: -23948378.000000 Penalty: 6039.331543
	Iteration 84Q: 3 clusters Score -2.394838e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 179577 members 
Entering Unmasked Estep 
Score: -23948368.000000 Penalty: 6039.331543
	Iteration 85Q: 3 clusters Score -2.394837e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 179708 members 
Entering Unmasked Estep 
Score: -23948368.000000 Penalty: 6039.331543
	Iteration 86Q: 3 clusters Score -2.394837e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 179842 members 
Entering Unmasked Estep 
Score: -23948388.000000 Penalty: 6039.331543
	Iteration 87Q: 3 clusters Score -2.394839e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 179976 members 
Entering Unmasked Estep 
Score: -23948390.000000 Penalty: 6039.331543
	Iteration 88Q: 3 clusters Score -2.394839e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 180097 members 
Entering Unmasked Estep 
Score: -23948374.000000 Penalty: 6039.331543
	Iteration 89Q: 3 clusters Score -2.394837e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 180225 members 
Entering Unmasked Estep 
Score: -23948318.000000 Penalty: 6039.331543
	Iteration 90Q: 3 clusters Score -2.394832e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 180361 members 
Entering Unmasked Estep 
Score: -23948300.000000 Penalty: 6039.331543
	Iteration 91Q: 3 clusters Score -2.39483e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 180492 members 
Entering Unmasked Estep 
Score: -23948270.000000 Penalty: 6039.331543
	Iteration 92Q: 3 clusters Score -2.394827e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 180633 members 
Entering Unmasked Estep 
Score: -23948200.000000 Penalty: 6039.331543
	Iteration 93Q: 3 clusters Score -2.39482e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 180763 members 
Entering Unmasked Estep 
Score: -23948170.000000 Penalty: 6039.331543
	Iteration 94Q: 3 clusters Score -2.394817e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -23948192.000000 Penalty: 6039.331543
	Iteration 95Q: 3 clusters Score -2.394819e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 181011 members 
Entering Unmasked Estep 
Score: -23948102.000000 Penalty: 6039.331543
	Iteration 96Q: 3 clusters Score -2.39481e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 181113 members 
Entering Unmasked Estep 
Score: -23948096.000000 Penalty: 6039.331543
	Iteration 97Q: 3 clusters Score -2.39481e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 181210 members 
Entering Unmasked Estep 
Score: -23948114.000000 Penalty: 6039.331543
	Iteration 98Q: 3 clusters Score -2.394811e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 181291 members 
Entering Unmasked Estep 
Score: -23948108.000000 Penalty: 6039.331543
	Iteration 99Q: 3 clusters Score -2.394811e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 181358 members 
Entering Unmasked Estep 
Score: -23948078.000000 Penalty: 6039.331543
	Iteration 100F: 3 clusters Score -2.394808e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 181411 members 
Entering Unmasked Estep 
Score: -23948094.000000 Penalty: 6039.331543
	Iteration 101Q: 3 clusters Score -2.394809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 181464 members 
Entering Unmasked Estep 
Score: -23948078.000000 Penalty: 6039.331543
	Iteration 102Q: 3 clusters Score -2.394808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 181505 members 
Entering Unmasked Estep 
Score: -23948082.000000 Penalty: 6039.331543
	Iteration 103Q: 3 clusters Score -2.394808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 181546 members 
Entering Unmasked Estep 
Score: -23948100.000000 Penalty: 6039.331543
	Iteration 104Q: 3 clusters Score -2.39481e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 181594 members 
Entering Unmasked Estep 
Score: -23948080.000000 Penalty: 6039.331543
	Iteration 105Q: 3 clusters Score -2.394808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 181639 members 
Entering Unmasked Estep 
Score: -23948098.000000 Penalty: 6039.331543
	Iteration 106Q: 3 clusters Score -2.39481e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 181685 members 
Entering Unmasked Estep 
Score: -23948070.000000 Penalty: 6039.331543
	Iteration 107Q: 3 clusters Score -2.394807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -23948078.000000 Penalty: 6039.331543
	Iteration 108Q: 3 clusters Score -2.394808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -23948088.000000 Penalty: 6039.331543
	Iteration 109Q: 3 clusters Score -2.394809e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 181815 members 
Entering Unmasked Estep 
Score: -23948056.000000 Penalty: 6039.331543
	Iteration 110Q: 3 clusters Score -2.394806e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 181860 members 
Entering Unmasked Estep 
Score: -23948084.000000 Penalty: 6039.331543
	Iteration 111Q: 3 clusters Score -2.394808e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 181903 members 
Entering Unmasked Estep 
Score: -23948082.000000 Penalty: 6039.331543
	Iteration 112Q: 3 clusters Score -2.394808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 181943 members 
Entering Unmasked Estep 
Score: -23948092.000000 Penalty: 6039.331543
	Iteration 113Q: 3 clusters Score -2.394809e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 181985 members 
Entering Unmasked Estep 
Score: -23948068.000000 Penalty: 6039.331543
	Iteration 114Q: 3 clusters Score -2.394807e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 182027 members 
Entering Unmasked Estep 
Score: -23948060.000000 Penalty: 6039.331543
	Iteration 115Q: 3 clusters Score -2.394806e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 182075 members 
Entering Unmasked Estep 
Score: -23948064.000000 Penalty: 6039.331543
	Iteration 116Q: 3 clusters Score -2.394806e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 182138 members 
Entering Unmasked Estep 
Score: -23948018.000000 Penalty: 6039.331543
	Iteration 117Q: 3 clusters Score -2.394802e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 182201 members 
Entering Unmasked Estep 
Score: -23947978.000000 Penalty: 6039.331543
	Iteration 118Q: 3 clusters Score -2.394798e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 182265 members 
Entering Unmasked Estep 
Score: -23947950.000000 Penalty: 6039.331543
	Iteration 119Q: 3 clusters Score -2.394795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 182340 members 
Entering Unmasked Estep 
Score: -23947938.000000 Penalty: 6039.331543
	Iteration 120F: 3 clusters Score -2.394794e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 182403 members 
Entering Unmasked Estep 
Score: -23947888.000000 Penalty: 6039.331543
	Iteration 121Q: 3 clusters Score -2.394789e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 182463 members 
Entering Unmasked Estep 
Score: -23947882.000000 Penalty: 6039.331543
	Iteration 122Q: 3 clusters Score -2.394788e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 182518 members 
Entering Unmasked Estep 
Score: -23947892.000000 Penalty: 6039.331543
	Iteration 123Q: 3 clusters Score -2.394789e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 182565 members 
Entering Unmasked Estep 
Score: -23947880.000000 Penalty: 6039.331543
	Iteration 124Q: 3 clusters Score -2.394788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 182603 members 
Entering Unmasked Estep 
Score: -23947874.000000 Penalty: 6039.331543
	Iteration 125Q: 3 clusters Score -2.394787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 182641 members 
Entering Unmasked Estep 
Score: -23947862.000000 Penalty: 6039.331543
	Iteration 126Q: 3 clusters Score -2.394786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 182683 members 
Entering Unmasked Estep 
Score: -23947882.000000 Penalty: 6039.331543
	Iteration 127Q: 3 clusters Score -2.394788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 182730 members 
Entering Unmasked Estep 
Score: -23947892.000000 Penalty: 6039.331543
	Iteration 128Q: 3 clusters Score -2.394789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 182776 members 
Entering Unmasked Estep 
Score: -23947856.000000 Penalty: 6039.331543
	Iteration 129Q: 3 clusters Score -2.394786e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 182819 members 
Entering Unmasked Estep 
Score: -23947854.000000 Penalty: 6039.331543
	Iteration 130Q: 3 clusters Score -2.394785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -23947842.000000 Penalty: 6039.331543
	Iteration 131Q: 3 clusters Score -2.394784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 182885 members 
Entering Unmasked Estep 
Score: -23947822.000000 Penalty: 6039.331543
	Iteration 132Q: 3 clusters Score -2.394782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -23947828.000000 Penalty: 6039.331543
	Iteration 133Q: 3 clusters Score -2.394783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -23947816.000000 Penalty: 6039.331543
	Iteration 134Q: 3 clusters Score -2.394782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -23947822.000000 Penalty: 6039.331543
	Iteration 135Q: 3 clusters Score -2.394782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 182974 members 
Entering Unmasked Estep 
Score: -23947822.000000 Penalty: 6039.331543
	Iteration 136Q: 3 clusters Score -2.394782e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 182990 members 
Entering Unmasked Estep 
Score: -23947812.000000 Penalty: 6039.331543
	Iteration 137Q: 3 clusters Score -2.394781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 183007 members 
Entering Unmasked Estep 
Score: -23947818.000000 Penalty: 6039.331543
	Iteration 138Q: 3 clusters Score -2.394782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 183021 members 
Entering Unmasked Estep 
Score: -23947808.000000 Penalty: 6039.331543
	Iteration 139Q: 3 clusters Score -2.394781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -23947778.000000 Penalty: 6039.331543
	Iteration 140F: 3 clusters Score -2.394778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 183045 members 
Entering Unmasked Estep 
Score: -23947784.000000 Penalty: 6039.331543
	Iteration 141Q: 3 clusters Score -2.394778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 183068 members 
Entering Unmasked Estep 
Score: -23947786.000000 Penalty: 6039.331543
	Iteration 142Q: 3 clusters Score -2.394779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 183085 members 
Entering Unmasked Estep 
Score: -23947790.000000 Penalty: 6039.331543
	Iteration 143Q: 3 clusters Score -2.394779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 183096 members 
Entering Unmasked Estep 
Score: -23947788.000000 Penalty: 6039.331543
	Iteration 144Q: 3 clusters Score -2.394779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 183105 members 
Entering Unmasked Estep 
Score: -23947788.000000 Penalty: 6039.331543
	Iteration 145Q: 3 clusters Score -2.394779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 183112 members 
Entering Unmasked Estep 
Score: -23947768.000000 Penalty: 6039.331543
	Iteration 146Q: 3 clusters Score -2.394777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 183117 members 
Entering Unmasked Estep 
Score: -23947770.000000 Penalty: 6039.331543
	Iteration 147Q: 3 clusters Score -2.394777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 183122 members 
Entering Unmasked Estep 
Score: -23947772.000000 Penalty: 6039.331543
	Iteration 148Q: 3 clusters Score -2.394777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 183129 members 
Entering Unmasked Estep 
Score: -23947780.000000 Penalty: 6039.331543
	Iteration 149Q: 3 clusters Score -2.394778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -23947798.000000 Penalty: 6039.331543
	Iteration 150Q: 3 clusters Score -2.39478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 183152 members 
Entering Unmasked Estep 
Score: -23947786.000000 Penalty: 6039.331543
	Iteration 151Q: 3 clusters Score -2.394779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 183164 members 
Entering Unmasked Estep 
Score: -23947770.000000 Penalty: 6039.331543
	Iteration 152Q: 3 clusters Score -2.394777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 183175 members 
Entering Unmasked Estep 
Score: -23947774.000000 Penalty: 6039.331543
	Iteration 153Q: 3 clusters Score -2.394777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 183188 members 
Entering Unmasked Estep 
Score: -23947776.000000 Penalty: 6039.331543
	Iteration 154Q: 3 clusters Score -2.394778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 183202 members 
Entering Unmasked Estep 
Score: -23947778.000000 Penalty: 6039.331543
	Iteration 155Q: 3 clusters Score -2.394778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 183212 members 
Entering Unmasked Estep 
Score: -23947786.000000 Penalty: 6039.331543
	Iteration 156Q: 3 clusters Score -2.394779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 183224 members 
Entering Unmasked Estep 
Score: -23947792.000000 Penalty: 6039.331543
	Iteration 157Q: 3 clusters Score -2.394779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 183231 members 
Entering Unmasked Estep 
Score: -23947784.000000 Penalty: 6039.331543
	Iteration 158Q: 3 clusters Score -2.394778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 183239 members 
Entering Unmasked Estep 
Score: -23947786.000000 Penalty: 6039.331543
	Iteration 159Q: 3 clusters Score -2.394779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 183246 members 
Entering Unmasked Estep 
Score: -23947790.000000 Penalty: 6039.331543
	Iteration 160F: 3 clusters Score -2.394779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 183255 members 
Entering Unmasked Estep 
Score: -23947780.000000 Penalty: 6039.331543
	Iteration 161Q: 3 clusters Score -2.394778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 183262 members 
Entering Unmasked Estep 
Score: -23947778.000000 Penalty: 6039.331543
	Iteration 162Q: 3 clusters Score -2.394778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 183266 members 
Entering Unmasked Estep 
Score: -23947782.000000 Penalty: 6039.331543
	Iteration 163Q: 3 clusters Score -2.394778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 183270 members 
Entering Unmasked Estep 
Score: -23947778.000000 Penalty: 6039.331543
	Iteration 164Q: 3 clusters Score -2.394778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 183274 members 
Entering Unmasked Estep 
Score: -23947772.000000 Penalty: 6039.331543
	Iteration 165Q: 3 clusters Score -2.394777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 183281 members 
Entering Unmasked Estep 
Score: -23947770.000000 Penalty: 6039.331543
	Iteration 166Q: 3 clusters Score -2.394777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 183285 members 
Entering Unmasked Estep 
Score: -23947776.000000 Penalty: 6039.331543
	Iteration 167Q: 3 clusters Score -2.394778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 183287 members 
Entering Unmasked Estep 
Score: -23947754.000000 Penalty: 6039.331543
	Iteration 168Q: 3 clusters Score -2.394775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 183289 members 
Entering Unmasked Estep 
Score: -23947772.000000 Penalty: 6039.331543
	Iteration 169Q: 3 clusters Score -2.394777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 183294 members 
Entering Unmasked Estep 
Score: -23947778.000000 Penalty: 6039.331543
	Iteration 170Q: 3 clusters Score -2.394778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 183298 members 
Entering Unmasked Estep 
Score: -23947756.000000 Penalty: 6039.331543
	Iteration 171Q: 3 clusters Score -2.394776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 183302 members 
Entering Unmasked Estep 
Score: -23947754.000000 Penalty: 6039.331543
	Iteration 172Q: 3 clusters Score -2.394775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 183308 members 
Entering Unmasked Estep 
Score: -23947756.000000 Penalty: 6039.331543
	Iteration 173Q: 3 clusters Score -2.394776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 183315 members 
Entering Unmasked Estep 
Score: -23947764.000000 Penalty: 6039.331543
	Iteration 174Q: 3 clusters Score -2.394776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 183321 members 
Entering Unmasked Estep 
Score: -23947770.000000 Penalty: 6039.331543
	Iteration 175Q: 3 clusters Score -2.394777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 183323 members 
Entering Unmasked Estep 
Score: -23947770.000000 Penalty: 6039.331543
	Iteration 176Q: 3 clusters Score -2.394777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 183329 members 
Entering Unmasked Estep 
Score: -23947752.000000 Penalty: 6039.331543
	Iteration 177Q: 3 clusters Score -2.394775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 183336 members 
Entering Unmasked Estep 
Score: -23947746.000000 Penalty: 6039.331543
	Iteration 178Q: 3 clusters Score -2.394775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -23947736.000000 Penalty: 6039.331543
	Iteration 179Q: 3 clusters Score -2.394774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 183356 members 
Entering Unmasked Estep 
Score: -23947728.000000 Penalty: 6039.331543
	Iteration 180F: 3 clusters Score -2.394773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 183364 members 
Entering Unmasked Estep 
Score: -23947724.000000 Penalty: 6039.331543
	Iteration 181Q: 3 clusters Score -2.394772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 183371 members 
Entering Unmasked Estep 
Score: -23947742.000000 Penalty: 6039.331543
	Iteration 182Q: 3 clusters Score -2.394774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 183384 members 
Entering Unmasked Estep 
Score: -23947738.000000 Penalty: 6039.331543
	Iteration 183Q: 3 clusters Score -2.394774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 183395 members 
Entering Unmasked Estep 
Score: -23947750.000000 Penalty: 6039.331543
	Iteration 184Q: 3 clusters Score -2.394775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 183401 members 
Entering Unmasked Estep 
Score: -23947756.000000 Penalty: 6039.331543
	Iteration 185Q: 3 clusters Score -2.394776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 183403 members 
Entering Unmasked Estep 
Score: -23947742.000000 Penalty: 6039.331543
	Iteration 186Q: 3 clusters Score -2.394774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 183404 members 
Entering Unmasked Estep 
Score: -23947742.000000 Penalty: 6039.331543
	Iteration 187Q: 3 clusters Score -2.394774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 183406 members 
Entering Unmasked Estep 
Score: -23947746.000000 Penalty: 6039.331543
	Iteration 188Q: 3 clusters Score -2.394775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -23947752.000000 Penalty: 6039.331543
	Iteration 189Q: 3 clusters Score -2.394775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 183407 members 
Entering Unmasked Estep 
Score: -23947752.000000 Penalty: 6039.331543
	Iteration 190F: 3 clusters Score -2.394775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 208190 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 195378 members 
Mstep: Class 7 contains 87723 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 58150 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 175391 members 
Mstep: Class 13 contains 102774 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 136187 members 
Mstep: Class 16 contains 123331 members 
Mstep: Class 17 contains 157488 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 19816 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 87846 members 
Mstep: Class 24 contains 10682 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 1327 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 183407 members 
Entering Unmasked Estep 
Score: -194712736.000000 Penalty: 99249.953125
Splitting cluster 24 changes total score from -194711872.000000 to -194712736.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 25 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -108240.218750 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -108240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106376.609375 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -106376.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106792.500000 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -106792.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107039.187500 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -107039.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107210.148438 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -107210.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107300.812500 Penalty: 3403.408936
	Iteration 4F: 3 clusters Score -107300.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107363.640625 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -107363.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -107399.726562 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -107399.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -107424.210938 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -107424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -107471.914062 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -107471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -107496.382812 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -107496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -107514.851562 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -107514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -107527.546875 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -107527.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -107546.890625 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -107546.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -107552.523438 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -107552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -107554.968750 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -107555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -107557.429688 Penalty: 3403.408936
	Iteration 15Q: 3 clusters Score -107557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -107557.429688 Penalty: 3403.408936
	Iteration 16F: 3 clusters Score -107557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -139024.359375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -139024.4 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 655 members 
Entering Unmasked Estep 
Score: -137000.906250 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -137000.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -137594.421875 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -137594.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137936.890625 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -137936.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -138273.828125 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -138273.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138733.250000 Penalty: 3566.575439
	Iteration 4F: 3 clusters Score -138733.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139492.218750 Penalty: 3566.575439
	Iteration 5F: 3 clusters Score -139492.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139930.078125 Penalty: 3566.575439
	Iteration 6F: 3 clusters Score -139930.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -140170.015625 Penalty: 3566.575439
	Iteration 7F: 3 clusters Score -140170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -140224.640625 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -140224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140239.609375 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -140239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -140248.640625 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -140248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140255.671875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -140255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -140256.906250 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -140256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140259.031250 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -140259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140259.031250 Penalty: 3566.575439
	Iteration 14F: 3 clusters Score -140259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 208190 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 195378 members 
Mstep: Class 7 contains 87723 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 58150 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 175391 members 
Mstep: Class 13 contains 102774 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 136187 members 
Mstep: Class 16 contains 123331 members 
Mstep: Class 17 contains 157488 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 19816 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 87846 members 
Mstep: Class 24 contains 10682 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 6579 members 
Mstep: Class 28 contains 183407 members 
Mstep: Class 29 contains 421 members 
Entering Unmasked Estep 
Score: -194711984.000000 Penalty: 102794.593750
Splitting cluster 26 changes total score from -194711872.000000 to -194711984.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -766874.937500 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -766874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -761338.875000 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -761338.9 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -762817.000000 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -762817 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -763126.375000 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -763126.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -763321.250000 Penalty: 4360.652832
	Iteration 3F: 3 clusters Score -763321.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -763450.875000 Penalty: 4360.652832
	Iteration 4Q: 3 clusters Score -763450.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -763548.375000 Penalty: 4360.652832
	Iteration 5Q: 3 clusters Score -763548.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -763617.250000 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -763617.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -763668.937500 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -763668.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -763714.187500 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -763714.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -763754.250000 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -763754.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -763792.500000 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -763792.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -763824.625000 Penalty: 4360.652832
	Iteration 11Q: 3 clusters Score -763824.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -763875.250000 Penalty: 4360.652832
	Iteration 12Q: 3 clusters Score -763875.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -763938.062500 Penalty: 4360.652832
	Iteration 13Q: 3 clusters Score -763938.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -764018.500000 Penalty: 4360.652832
	Iteration 14Q: 3 clusters Score -764018.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -764106.687500 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -764106.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -764211.375000 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -764211.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -764341.750000 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -764341.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -764493.562500 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -764493.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -764672.625000 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -764672.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -764904.187500 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -764904.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -765148.312500 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -765148.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -765377.375000 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -765377.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -765595.625000 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -765595.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -765782.125000 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -765782.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -765933.250000 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -765933.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -766052.812500 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -766052.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -766162.812500 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -766162.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -766234.625000 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -766234.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -766281.375000 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -766281.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -766310.812500 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -766310.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -766323.625000 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -766323.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -766343.687500 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -766343.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -766362.500000 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -766362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -766382.187500 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -766382.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -766405.625000 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -766405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -766414.875000 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -766414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -766418.375000 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -766418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -766422.750000 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -766422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -766422.125000 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -766422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -766423.187500 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -766423.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -766424.625000 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -766424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -766425.500000 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -766425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -766426.812500 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -766426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -766426.812500 Penalty: 4360.652832
	Iteration 44F: 3 clusters Score -766426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 208190 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 693 members 
Mstep: Class 6 contains 195378 members 
Mstep: Class 7 contains 87723 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 58150 members 
Mstep: Class 11 contains 5729 members 
Mstep: Class 12 contains 175391 members 
Mstep: Class 13 contains 102774 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 136187 members 
Mstep: Class 16 contains 123331 members 
Mstep: Class 17 contains 157488 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 19816 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 23 contains 87846 members 
Mstep: Class 24 contains 10682 members 
Mstep: Class 25 contains 955 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713360.000000 Penalty: 102794.593750
Iteration 119Q: 30 clusters Score -1.947134e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2864 members 
Mstep: Class 3 contains 207716 members 
Mstep: Class 4 contains 11645 members 
Mstep: Class 5 contains 728 members 
Mstep: Class 6 contains 196001 members 
Mstep: Class 7 contains 87784 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 58094 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 176846 members 
Mstep: Class 13 contains 102576 members 
Mstep: Class 14 contains 5295 members 
Mstep: Class 15 contains 135225 members 
Mstep: Class 16 contains 123574 members 
Mstep: Class 17 contains 157407 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 19926 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 902 members 
Mstep: Class 23 contains 88050 members 
Mstep: Class 24 contains 11194 members 
Mstep: Class 25 contains 958 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6583 members 
Mstep: Class 28 contains 182009 members 
Mstep: Class 29 contains 415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715360.000000 Penalty: 102794.593750
Iteration 120F: 30 clusters Score -1.947154e+08 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2855 members 
Mstep: Class 3 contains 207239 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 738 members 
Mstep: Class 6 contains 195928 members 
Mstep: Class 7 contains 87619 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 57930 members 
Mstep: Class 11 contains 5802 members 
Mstep: Class 12 contains 178375 members 
Mstep: Class 13 contains 102079 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 15 contains 133798 members 
Mstep: Class 16 contains 123293 members 
Mstep: Class 17 contains 157125 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 11831 members 
Mstep: Class 20 contains 19935 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 901 members 
Mstep: Class 23 contains 88222 members 
Mstep: Class 24 contains 11403 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6583 members 
Mstep: Class 28 contains 183568 members 
Mstep: Class 29 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716096.000000 Penalty: 102794.593750
Iteration 121Q: 30 clusters Score -1.947161e+08 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 3 contains 206678 members 
Mstep: Class 4 contains 11629 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 195980 members 
Mstep: Class 7 contains 87535 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 57789 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 180036 members 
Mstep: Class 13 contains 101624 members 
Mstep: Class 14 contains 5354 members 
Mstep: Class 15 contains 132372 members 
Mstep: Class 16 contains 123016 members 
Mstep: Class 17 contains 156819 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 19925 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 900 members 
Mstep: Class 23 contains 88387 members 
Mstep: Class 24 contains 11605 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 6581 members 
Mstep: Class 28 contains 184839 members 
Mstep: Class 29 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716448.000000 Penalty: 102794.593750
Iteration 122Q: 30 clusters Score -1.947164e+08 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 206111 members 
Mstep: Class 4 contains 11589 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 195947 members 
Mstep: Class 7 contains 87481 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 57681 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 181739 members 
Mstep: Class 13 contains 101170 members 
Mstep: Class 14 contains 5386 members 
Mstep: Class 15 contains 131006 members 
Mstep: Class 16 contains 122773 members 
Mstep: Class 17 contains 156513 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 19913 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 898 members 
Mstep: Class 23 contains 88569 members 
Mstep: Class 24 contains 11754 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 6588 members 
Mstep: Class 28 contains 186042 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716752.000000 Penalty: 102794.593750
Iteration 123Q: 30 clusters Score -1.947168e+08 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2819 members 
Mstep: Class 3 contains 205547 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 195880 members 
Mstep: Class 7 contains 87433 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 57589 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 183438 members 
Mstep: Class 13 contains 100713 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 129671 members 
Mstep: Class 16 contains 122588 members 
Mstep: Class 17 contains 156196 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 11815 members 
Mstep: Class 20 contains 19916 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 88772 members 
Mstep: Class 24 contains 11903 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6592 members 
Mstep: Class 28 contains 187105 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717568.000000 Penalty: 102794.593750
Iteration 124Q: 30 clusters Score -1.947176e+08 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 204970 members 
Mstep: Class 4 contains 11569 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 195892 members 
Mstep: Class 7 contains 87374 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 57478 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 185249 members 
Mstep: Class 13 contains 100295 members 
Mstep: Class 14 contains 5453 members 
Mstep: Class 15 contains 128350 members 
Mstep: Class 16 contains 122378 members 
Mstep: Class 17 contains 155892 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 20 contains 19943 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 88963 members 
Mstep: Class 24 contains 12040 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6591 members 
Mstep: Class 28 contains 188009 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717712.000000 Penalty: 102794.593750
Iteration 125Q: 30 clusters Score -1.947177e+08 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2791 members 
Mstep: Class 3 contains 204383 members 
Mstep: Class 4 contains 11559 members 
Mstep: Class 5 contains 743 members 
Mstep: Class 6 contains 195925 members 
Mstep: Class 7 contains 87330 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 57388 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 187037 members 
Mstep: Class 13 contains 99902 members 
Mstep: Class 14 contains 5486 members 
Mstep: Class 15 contains 127070 members 
Mstep: Class 16 contains 122157 members 
Mstep: Class 17 contains 155651 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 19958 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89152 members 
Mstep: Class 24 contains 12163 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6587 members 
Mstep: Class 28 contains 188752 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718368.000000 Penalty: 102794.593750
Iteration 126Q: 30 clusters Score -1.947184e+08 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 203887 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 744 members 
Mstep: Class 6 contains 195936 members 
Mstep: Class 7 contains 87275 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 57306 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 188825 members 
Mstep: Class 13 contains 99518 members 
Mstep: Class 14 contains 5522 members 
Mstep: Class 15 contains 125824 members 
Mstep: Class 16 contains 121931 members 
Mstep: Class 17 contains 155382 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 11821 members 
Mstep: Class 20 contains 19962 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89332 members 
Mstep: Class 24 contains 12294 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6585 members 
Mstep: Class 28 contains 189443 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719472.000000 Penalty: 102794.593750
Iteration 127Q: 30 clusters Score -1.947195e+08 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 203485 members 
Mstep: Class 4 contains 11517 members 
Mstep: Class 5 contains 744 members 
Mstep: Class 6 contains 195992 members 
Mstep: Class 7 contains 87199 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 57217 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 190606 members 
Mstep: Class 13 contains 99135 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 15 contains 124579 members 
Mstep: Class 16 contains 121668 members 
Mstep: Class 17 contains 155101 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 19983 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89521 members 
Mstep: Class 24 contains 12444 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6585 members 
Mstep: Class 28 contains 190030 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720096.000000 Penalty: 102794.593750
Iteration 128Q: 30 clusters Score -1.947201e+08 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 203070 members 
Mstep: Class 4 contains 11494 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 196025 members 
Mstep: Class 7 contains 87099 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 57139 members 
Mstep: Class 11 contains 5797 members 
Mstep: Class 12 contains 192487 members 
Mstep: Class 13 contains 98756 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 15 contains 123339 members 
Mstep: Class 16 contains 121379 members 
Mstep: Class 17 contains 154894 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 20 contains 20001 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89686 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 960 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 190563 members 
Mstep: Class 29 contains 419 members 
Entering Unmasked Estep 
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Score: -194720240.000000 Penalty: 102794.593750
Iteration 129Q: 30 clusters Score -1.947202e+08 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 202669 members 
Mstep: Class 4 contains 11458 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 196050 members 
Mstep: Class 7 contains 86982 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 57062 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 194354 members 
Mstep: Class 13 contains 98389 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 122153 members 
Mstep: Class 16 contains 121080 members 
Mstep: Class 17 contains 154703 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 11804 members 
Mstep: Class 20 contains 20030 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89866 members 
Mstep: Class 24 contains 12750 members 
Mstep: Class 25 contains 961 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6598 members 
Mstep: Class 28 contains 191058 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194720016.000000 Penalty: 102794.593750
Iteration 130Q: 30 clusters Score -1.9472e+08 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2687 members 
Mstep: Class 3 contains 202313 members 
Mstep: Class 4 contains 11432 members 
Mstep: Class 5 contains 746 members 
Mstep: Class 6 contains 196083 members 
Mstep: Class 7 contains 86858 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 56986 members 
Mstep: Class 11 contains 5786 members 
Mstep: Class 12 contains 196170 members 
Mstep: Class 13 contains 98047 members 
Mstep: Class 14 contains 5638 members 
Mstep: Class 15 contains 120904 members 
Mstep: Class 16 contains 120814 members 
Mstep: Class 17 contains 154561 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 11795 members 
Mstep: Class 20 contains 20062 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 90015 members 
Mstep: Class 24 contains 12920 members 
Mstep: Class 25 contains 962 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6605 members 
Mstep: Class 28 contains 191504 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 131Q: 30 clusters Score -1.947196e+08 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 202071 members 
Mstep: Class 4 contains 11392 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 196098 members 
Mstep: Class 7 contains 86724 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 56911 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 197884 members 
Mstep: Class 13 contains 97718 members 
Mstep: Class 14 contains 5664 members 
Mstep: Class 15 contains 119686 members 
Mstep: Class 16 contains 120532 members 
Mstep: Class 17 contains 154413 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 11782 members 
Mstep: Class 20 contains 20088 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 90226 members 
Mstep: Class 24 contains 13076 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6610 members 
Mstep: Class 28 contains 191929 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719760.000000 Penalty: 102794.593750
Iteration 132Q: 30 clusters Score -1.947198e+08 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 201854 members 
Mstep: Class 4 contains 11369 members 
Mstep: Class 5 contains 746 members 
Mstep: Class 6 contains 196173 members 
Mstep: Class 7 contains 86629 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 56824 members 
Mstep: Class 11 contains 5776 members 
Mstep: Class 12 contains 199520 members 
Mstep: Class 13 contains 97394 members 
Mstep: Class 14 contains 5686 members 
Mstep: Class 15 contains 118479 members 
Mstep: Class 16 contains 120243 members 
Mstep: Class 17 contains 154242 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 20123 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 90456 members 
Mstep: Class 24 contains 13230 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6616 members 
Mstep: Class 28 contains 192293 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 133Q: 30 clusters Score -1.947197e+08 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 201689 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 747 members 
Mstep: Class 6 contains 196309 members 
Mstep: Class 7 contains 86543 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 56742 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 201030 members 
Mstep: Class 13 contains 97091 members 
Mstep: Class 14 contains 5708 members 
Mstep: Class 15 contains 117369 members 
Mstep: Class 16 contains 119921 members 
Mstep: Class 17 contains 154057 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 20158 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 90692 members 
Mstep: Class 24 contains 13362 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6620 members 
Mstep: Class 28 contains 192571 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 134Q: 30 clusters Score -1.947195e+08 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 201532 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 748 members 
Mstep: Class 6 contains 196480 members 
Mstep: Class 7 contains 86451 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 56608 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 202471 members 
Mstep: Class 13 contains 96795 members 
Mstep: Class 14 contains 5727 members 
Mstep: Class 15 contains 116327 members 
Mstep: Class 16 contains 119617 members 
Mstep: Class 17 contains 153877 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 20195 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 90927 members 
Mstep: Class 24 contains 13491 members 
Mstep: Class 25 contains 963 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 192843 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719456.000000 Penalty: 102794.593750
Iteration 135Q: 30 clusters Score -1.947195e+08 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 201456 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 748 members 
Mstep: Class 6 contains 196656 members 
Mstep: Class 7 contains 86376 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 56461 members 
Mstep: Class 11 contains 5800 members 
Mstep: Class 12 contains 203820 members 
Mstep: Class 13 contains 96506 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 115335 members 
Mstep: Class 16 contains 119297 members 
Mstep: Class 17 contains 153705 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 11771 members 
Mstep: Class 20 contains 20233 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 91134 members 
Mstep: Class 24 contains 13644 members 
Mstep: Class 25 contains 964 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6618 members 
Mstep: Class 28 contains 193064 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719680.000000 Penalty: 102794.593750
Iteration 136Q: 30 clusters Score -1.947197e+08 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 201330 members 
Mstep: Class 4 contains 11263 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 196884 members 
Mstep: Class 7 contains 86298 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 56342 members 
Mstep: Class 11 contains 5808 members 
Mstep: Class 12 contains 205034 members 
Mstep: Class 13 contains 96246 members 
Mstep: Class 14 contains 5787 members 
Mstep: Class 15 contains 114423 members 
Mstep: Class 16 contains 118960 members 
Mstep: Class 17 contains 153557 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 11771 members 
Mstep: Class 20 contains 20274 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 91359 members 
Mstep: Class 24 contains 13790 members 
Mstep: Class 25 contains 964 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6622 members 
Mstep: Class 28 contains 193247 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719536.000000 Penalty: 102794.593750
Iteration 137Q: 30 clusters Score -1.947195e+08 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 201150 members 
Mstep: Class 4 contains 11234 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197101 members 
Mstep: Class 7 contains 86224 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 56221 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 206237 members 
Mstep: Class 13 contains 96013 members 
Mstep: Class 14 contains 5814 members 
Mstep: Class 15 contains 113560 members 
Mstep: Class 16 contains 118644 members 
Mstep: Class 17 contains 153448 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 91565 members 
Mstep: Class 24 contains 13909 members 
Mstep: Class 25 contains 964 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 193429 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719184.000000 Penalty: 102794.593750
Iteration 138Q: 30 clusters Score -1.947192e+08 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 200934 members 
Mstep: Class 4 contains 11198 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197327 members 
Mstep: Class 7 contains 86180 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 56097 members 
Mstep: Class 11 contains 5835 members 
Mstep: Class 12 contains 207338 members 
Mstep: Class 13 contains 95824 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 112746 members 
Mstep: Class 16 contains 118352 members 
Mstep: Class 17 contains 153396 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 20356 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 91769 members 
Mstep: Class 24 contains 14021 members 
Mstep: Class 25 contains 965 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6631 members 
Mstep: Class 28 contains 193529 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719808.000000 Penalty: 102794.593750
Iteration 139Q: 30 clusters Score -1.947198e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 200706 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197541 members 
Mstep: Class 7 contains 86127 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 55965 members 
Mstep: Class 11 contains 5852 members 
Mstep: Class 12 contains 208402 members 
Mstep: Class 13 contains 95623 members 
Mstep: Class 14 contains 5860 members 
Mstep: Class 15 contains 111958 members 
Mstep: Class 16 contains 118063 members 
Mstep: Class 17 contains 153396 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 20390 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 91946 members 
Mstep: Class 24 contains 14124 members 
Mstep: Class 25 contains 967 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 193665 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719888.000000 Penalty: 102794.593750
Iteration 140F: 30 clusters Score -1.947199e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 200501 members 
Mstep: Class 4 contains 11151 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197753 members 
Mstep: Class 7 contains 86097 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 55826 members 
Mstep: Class 11 contains 5872 members 
Mstep: Class 12 contains 209410 members 
Mstep: Class 13 contains 95396 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 111256 members 
Mstep: Class 16 contains 117744 members 
Mstep: Class 17 contains 153372 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 20444 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92145 members 
Mstep: Class 24 contains 14220 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 193782 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719776.000000 Penalty: 102794.593750
Iteration 141Q: 30 clusters Score -1.947198e+08 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 200340 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197912 members 
Mstep: Class 7 contains 86045 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 55704 members 
Mstep: Class 11 contains 5900 members 
Mstep: Class 12 contains 210364 members 
Mstep: Class 13 contains 95205 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 110566 members 
Mstep: Class 16 contains 117441 members 
Mstep: Class 17 contains 153380 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 11776 members 
Mstep: Class 20 contains 20512 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92300 members 
Mstep: Class 24 contains 14310 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 193907 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194719824.000000 Penalty: 102794.593750
Iteration 142Q: 30 clusters Score -1.947198e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 200173 members 
Mstep: Class 4 contains 11083 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198087 members 
Mstep: Class 7 contains 86025 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 55601 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 211301 members 
Mstep: Class 13 contains 95028 members 
Mstep: Class 14 contains 5929 members 
Mstep: Class 15 contains 109940 members 
Mstep: Class 16 contains 117112 members 
Mstep: Class 17 contains 153369 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 11778 members 
Mstep: Class 20 contains 20548 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92429 members 
Mstep: Class 24 contains 14380 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 194012 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194720032.000000 Penalty: 102794.593750
Iteration 143Q: 30 clusters Score -1.9472e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 199975 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198263 members 
Mstep: Class 7 contains 85994 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 55500 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 212175 members 
Mstep: Class 13 contains 94836 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 109332 members 
Mstep: Class 16 contains 116821 members 
Mstep: Class 17 contains 153386 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 11773 members 
Mstep: Class 20 contains 20576 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92552 members 
Mstep: Class 24 contains 14448 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 194177 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194720496.000000 Penalty: 102794.593750
Iteration 144Q: 30 clusters Score -1.947205e+08 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 199721 members 
Mstep: Class 4 contains 11027 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198420 members 
Mstep: Class 7 contains 85960 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 55424 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 213022 members 
Mstep: Class 13 contains 94654 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 108782 members 
Mstep: Class 16 contains 116559 members 
Mstep: Class 17 contains 153384 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 20608 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92681 members 
Mstep: Class 24 contains 14533 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 194349 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Score: -194720256.000000 Penalty: 102794.593750
Iteration 145Q: 30 clusters Score -1.947203e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 199443 members 
Mstep: Class 4 contains 11000 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198551 members 
Mstep: Class 7 contains 85909 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3044 members 
Mstep: Class 10 contains 55344 members 
Mstep: Class 11 contains 5976 members 
Mstep: Class 12 contains 213813 members 
Mstep: Class 13 contains 94468 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 108283 members 
Mstep: Class 16 contains 116294 members 
Mstep: Class 17 contains 153435 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 20647 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92807 members 
Mstep: Class 24 contains 14611 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6654 members 
Mstep: Class 28 contains 194528 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 146Q: 30 clusters Score -1.947201e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 3 contains 199182 members 
Mstep: Class 4 contains 10963 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198666 members 
Mstep: Class 7 contains 85878 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 55271 members 
Mstep: Class 11 contains 5996 members 
Mstep: Class 12 contains 214509 members 
Mstep: Class 13 contains 94294 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 107854 members 
Mstep: Class 16 contains 116025 members 
Mstep: Class 17 contains 153494 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 11757 members 
Mstep: Class 20 contains 20691 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92921 members 
Mstep: Class 24 contains 14702 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 194700 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 147Q: 30 clusters Score -1.947199e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 198976 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198770 members 
Mstep: Class 7 contains 85814 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 55203 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 215154 members 
Mstep: Class 13 contains 94124 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 107507 members 
Mstep: Class 16 contains 115720 members 
Mstep: Class 17 contains 153573 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 11752 members 
Mstep: Class 20 contains 20758 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93009 members 
Mstep: Class 24 contains 14781 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 194856 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 148Q: 30 clusters Score -1.947197e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 198814 members 
Mstep: Class 4 contains 10891 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198809 members 
Mstep: Class 7 contains 85745 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 55130 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 215771 members 
Mstep: Class 13 contains 93976 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 107154 members 
Mstep: Class 16 contains 115460 members 
Mstep: Class 17 contains 153633 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 11744 members 
Mstep: Class 20 contains 20803 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93081 members 
Mstep: Class 24 contains 14855 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6653 members 
Mstep: Class 28 contains 195040 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719744.000000 Penalty: 102794.593750
Iteration 149Q: 30 clusters Score -1.947197e+08 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 198684 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198852 members 
Mstep: Class 7 contains 85681 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 55094 members 
Mstep: Class 11 contains 6079 members 
Mstep: Class 12 contains 216336 members 
Mstep: Class 13 contains 93829 members 
Mstep: Class 14 contains 6072 members 
Mstep: Class 15 contains 106825 members 
Mstep: Class 16 contains 115172 members 
Mstep: Class 17 contains 153696 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 20 contains 20866 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93150 members 
Mstep: Class 24 contains 14926 members 
Mstep: Class 25 contains 968 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 195200 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719648.000000 Penalty: 102794.593750
Iteration 150Q: 30 clusters Score -1.947196e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 198580 members 
Mstep: Class 4 contains 10825 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198952 members 
Mstep: Class 7 contains 85613 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 55052 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 216827 members 
Mstep: Class 13 contains 93664 members 
Mstep: Class 14 contains 6088 members 
Mstep: Class 15 contains 106525 members 
Mstep: Class 16 contains 114949 members 
Mstep: Class 17 contains 153725 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 20913 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93231 members 
Mstep: Class 24 contains 14991 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 195332 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719472.000000 Penalty: 102794.593750
Iteration 151Q: 30 clusters Score -1.947195e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 198524 members 
Mstep: Class 4 contains 10788 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199012 members 
Mstep: Class 7 contains 85544 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 55025 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 217244 members 
Mstep: Class 13 contains 93502 members 
Mstep: Class 14 contains 6102 members 
Mstep: Class 15 contains 106243 members 
Mstep: Class 16 contains 114733 members 
Mstep: Class 17 contains 153776 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 11724 members 
Mstep: Class 20 contains 20974 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93291 members 
Mstep: Class 24 contains 15062 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 195470 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720080.000000 Penalty: 102794.593750
Iteration 152Q: 30 clusters Score -1.947201e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 198437 members 
Mstep: Class 4 contains 10750 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199042 members 
Mstep: Class 7 contains 85486 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 55003 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 217649 members 
Mstep: Class 13 contains 93340 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 105959 members 
Mstep: Class 16 contains 114549 members 
Mstep: Class 17 contains 153867 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 11723 members 
Mstep: Class 20 contains 21036 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93345 members 
Mstep: Class 24 contains 15131 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 195605 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720032.000000 Penalty: 102794.593750
Iteration 153Q: 30 clusters Score -1.9472e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 198398 members 
Mstep: Class 4 contains 10724 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199116 members 
Mstep: Class 7 contains 85448 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 54996 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 218047 members 
Mstep: Class 13 contains 93171 members 
Mstep: Class 14 contains 6143 members 
Mstep: Class 15 contains 105679 members 
Mstep: Class 16 contains 114325 members 
Mstep: Class 17 contains 153929 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 11721 members 
Mstep: Class 20 contains 21072 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93389 members 
Mstep: Class 24 contains 15206 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 195707 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720048.000000 Penalty: 102794.593750
Iteration 154Q: 30 clusters Score -1.9472e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 198364 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199184 members 
Mstep: Class 7 contains 85399 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 54981 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 218415 members 
Mstep: Class 13 contains 93007 members 
Mstep: Class 14 contains 6159 members 
Mstep: Class 15 contains 105424 members 
Mstep: Class 16 contains 114125 members 
Mstep: Class 17 contains 154000 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 11716 members 
Mstep: Class 20 contains 21112 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93431 members 
Mstep: Class 24 contains 15264 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 195825 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719936.000000 Penalty: 102794.593750
Iteration 155Q: 30 clusters Score -1.947199e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2220 members 
Mstep: Class 3 contains 198387 members 
Mstep: Class 4 contains 10682 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199211 members 
Mstep: Class 7 contains 85343 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 54970 members 
Mstep: Class 11 contains 6162 members 
Mstep: Class 12 contains 218774 members 
Mstep: Class 13 contains 92835 members 
Mstep: Class 14 contains 6176 members 
Mstep: Class 15 contains 105163 members 
Mstep: Class 16 contains 113951 members 
Mstep: Class 17 contains 154050 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 11708 members 
Mstep: Class 20 contains 21150 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93466 members 
Mstep: Class 24 contains 15327 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 195940 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720064.000000 Penalty: 102794.593750
Iteration 156Q: 30 clusters Score -1.947201e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 198375 members 
Mstep: Class 4 contains 10664 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199269 members 
Mstep: Class 7 contains 85284 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 54978 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 219117 members 
Mstep: Class 13 contains 92671 members 
Mstep: Class 14 contains 6189 members 
Mstep: Class 15 contains 104932 members 
Mstep: Class 16 contains 113790 members 
Mstep: Class 17 contains 154082 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 21168 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93509 members 
Mstep: Class 24 contains 15399 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 196026 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719856.000000 Penalty: 102794.593750
Iteration 157Q: 30 clusters Score -1.947199e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 198274 members 
Mstep: Class 4 contains 10646 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199348 members 
Mstep: Class 7 contains 85226 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 54971 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 219478 members 
Mstep: Class 13 contains 92529 members 
Mstep: Class 14 contains 6198 members 
Mstep: Class 15 contains 104718 members 
Mstep: Class 16 contains 113631 members 
Mstep: Class 17 contains 154138 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 11699 members 
Mstep: Class 20 contains 21204 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93533 members 
Mstep: Class 24 contains 15471 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 196106 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719792.000000 Penalty: 102794.593750
Iteration 158Q: 30 clusters Score -1.947198e+08 nChanged 1897
Entering ConstructFrom: 
Score: -194719792.000000 Penalty: 102794.593750
Entering ConstructFrom: 
Trying to split cluster 1 (7422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Entering Unmasked Estep 
Score: -909665.812500 Penalty: 2210.226562
	Iteration 0F: 2 clusters Score -909665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -903591.750000 Penalty: 4420.453125
	Iteration 0F: 3 clusters Score -903591.8 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -905299.125000 Penalty: 4420.453125
	Iteration 1F: 3 clusters Score -905299.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -905734.312500 Penalty: 4420.453125
	Iteration 2F: 3 clusters Score -905734.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -906164.250000 Penalty: 4420.453125
	Iteration 3F: 3 clusters Score -906164.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -906534.187500 Penalty: 4420.453125
	Iteration 4F: 3 clusters Score -906534.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -906883.562500 Penalty: 4420.453125
	Iteration 5F: 3 clusters Score -906883.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -907180.187500 Penalty: 4420.453125
	Iteration 6F: 3 clusters Score -907180.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -907416.562500 Penalty: 4420.453125
	Iteration 7Q: 3 clusters Score -907416.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -907617.500000 Penalty: 4420.453125
	Iteration 8Q: 3 clusters Score -907617.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -907800.062500 Penalty: 4420.453125
	Iteration 9Q: 3 clusters Score -907800.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -907931.500000 Penalty: 4420.453125
	Iteration 10Q: 3 clusters Score -907931.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -908009.187500 Penalty: 4420.453125
	Iteration 11Q: 3 clusters Score -908009.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -908058.937500 Penalty: 4420.453125
	Iteration 12Q: 3 clusters Score -908058.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -908099.187500 Penalty: 4420.453125
	Iteration 13Q: 3 clusters Score -908099.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -908132.062500 Penalty: 4420.453125
	Iteration 14Q: 3 clusters Score -908132.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -908152.312500 Penalty: 4420.453125
	Iteration 15Q: 3 clusters Score -908152.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -908168.312500 Penalty: 4420.453125
	Iteration 16Q: 3 clusters Score -908168.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -908178.062500 Penalty: 4420.453125
	Iteration 17Q: 3 clusters Score -908178.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -908183.187500 Penalty: 4420.453125
	Iteration 18Q: 3 clusters Score -908183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -908187.312500 Penalty: 4420.453125
	Iteration 19Q: 3 clusters Score -908187.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -908193.000000 Penalty: 4420.453125
	Iteration 20F: 3 clusters Score -908193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -908197.562500 Penalty: 4420.453125
	Iteration 21Q: 3 clusters Score -908197.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -908199.375000 Penalty: 4420.453125
	Iteration 22Q: 3 clusters Score -908199.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -908205.375000 Penalty: 4420.453125
	Iteration 23Q: 3 clusters Score -908205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -908208.312500 Penalty: 4420.453125
	Iteration 24Q: 3 clusters Score -908208.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -908209.937500 Penalty: 4420.453125
	Iteration 25Q: 3 clusters Score -908209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -908214.500000 Penalty: 4420.453125
	Iteration 26Q: 3 clusters Score -908214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -908219.000000 Penalty: 4420.453125
	Iteration 27Q: 3 clusters Score -908219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -908220.687500 Penalty: 4420.453125
	Iteration 28Q: 3 clusters Score -908220.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -908220.500000 Penalty: 4420.453125
	Iteration 29Q: 3 clusters Score -908220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -908222.750000 Penalty: 4420.453125
	Iteration 30Q: 3 clusters Score -908222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -908223.750000 Penalty: 4420.453125
	Iteration 31Q: 3 clusters Score -908223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -908224.250000 Penalty: 4420.453125
	Iteration 32Q: 3 clusters Score -908224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -908223.750000 Penalty: 4420.453125
	Iteration 33Q: 3 clusters Score -908223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -908225.062500 Penalty: 4420.453125
	Iteration 34Q: 3 clusters Score -908225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -908226.187500 Penalty: 4420.453125
	Iteration 35Q: 3 clusters Score -908226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -908227.062500 Penalty: 4420.453125
	Iteration 36Q: 3 clusters Score -908227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -908227.437500 Penalty: 4420.453125
	Iteration 37Q: 3 clusters Score -908227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -908226.937500 Penalty: 4420.453125
	Iteration 38Q: 3 clusters Score -908226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -908230.000000 Penalty: 4420.453125
	Iteration 39Q: 3 clusters Score -908230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -908230.187500 Penalty: 4420.453125
	Iteration 40F: 3 clusters Score -908230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -277143.156250 Penalty: 1906.623291
	Iteration 0F: 2 clusters Score -277143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -274394.687500 Penalty: 3813.246582
	Iteration 0F: 3 clusters Score -274394.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -274860.000000 Penalty: 3813.246582
	Iteration 1F: 3 clusters Score -274860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -274972.156250 Penalty: 3813.246582
	Iteration 2F: 3 clusters Score -274972.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -275022.218750 Penalty: 3813.246582
	Iteration 3Q: 3 clusters Score -275022.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -275052.000000 Penalty: 3813.246582
	Iteration 4Q: 3 clusters Score -275052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -275071.156250 Penalty: 3813.246582
	Iteration 5Q: 3 clusters Score -275071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275082.031250 Penalty: 3813.246582
	Iteration 6Q: 3 clusters Score -275082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -275089.375000 Penalty: 3813.246582
	Iteration 7Q: 3 clusters Score -275089.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275098.750000 Penalty: 3813.246582
	Iteration 8Q: 3 clusters Score -275098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -275105.781250 Penalty: 3813.246582
	Iteration 9Q: 3 clusters Score -275105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -275114.687500 Penalty: 3813.246582
	Iteration 10Q: 3 clusters Score -275114.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275124.031250 Penalty: 3813.246582
	Iteration 11Q: 3 clusters Score -275124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275131.968750 Penalty: 3813.246582
	Iteration 12Q: 3 clusters Score -275132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -275136.000000 Penalty: 3813.246582
	Iteration 13Q: 3 clusters Score -275136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -275142.875000 Penalty: 3813.246582
	Iteration 14Q: 3 clusters Score -275142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275148.031250 Penalty: 3813.246582
	Iteration 15Q: 3 clusters Score -275148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275150.625000 Penalty: 3813.246582
	Iteration 16Q: 3 clusters Score -275150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275153.218750 Penalty: 3813.246582
	Iteration 17Q: 3 clusters Score -275153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -275157.187500 Penalty: 3813.246582
	Iteration 18Q: 3 clusters Score -275157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -275163.562500 Penalty: 3813.246582
	Iteration 19Q: 3 clusters Score -275163.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275169.218750 Penalty: 3813.246582
	Iteration 20F: 3 clusters Score -275169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -275173.375000 Penalty: 3813.246582
	Iteration 21Q: 3 clusters Score -275173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275177.250000 Penalty: 3813.246582
	Iteration 22Q: 3 clusters Score -275177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -275180.406250 Penalty: 3813.246582
	Iteration 23Q: 3 clusters Score -275180.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -275182.312500 Penalty: 3813.246582
	Iteration 24Q: 3 clusters Score -275182.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275184.968750 Penalty: 3813.246582
	Iteration 25Q: 3 clusters Score -275185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -275188.812500 Penalty: 3813.246582
	Iteration 26Q: 3 clusters Score -275188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -275191.656250 Penalty: 3813.246582
	Iteration 27Q: 3 clusters Score -275191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275193.500000 Penalty: 3813.246582
	Iteration 28Q: 3 clusters Score -275193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275194.906250 Penalty: 3813.246582
	Iteration 29Q: 3 clusters Score -275194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275196.718750 Penalty: 3813.246582
	Iteration 30Q: 3 clusters Score -275196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -275197.781250 Penalty: 3813.246582
	Iteration 31Q: 3 clusters Score -275197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275198.062500 Penalty: 3813.246582
	Iteration 32Q: 3 clusters Score -275198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -275199.000000 Penalty: 3813.246582
	Iteration 33Q: 3 clusters Score -275199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275198.906250 Penalty: 3813.246582
	Iteration 34Q: 3 clusters Score -275198.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275198.906250 Penalty: 3813.246582
	Iteration 35F: 3 clusters Score -275198.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (198187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Entering Unmasked Estep 
Score: -24469268.000000 Penalty: 3024.847656
	Iteration 0F: 2 clusters Score -2.446927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 98841 members 
Entering Unmasked Estep 
Score: -24342586.000000 Penalty: 6049.695312
	Iteration 0F: 3 clusters Score -2.434259e+07 nChanged 95423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -24398222.000000 Penalty: 6049.695312
	Iteration 1F: 3 clusters Score -2.439822e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -24399192.000000 Penalty: 6049.695312
	Iteration 2Q: 3 clusters Score -2.439919e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -24400088.000000 Penalty: 6049.695312
	Iteration 3Q: 3 clusters Score -2.440009e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -24401438.000000 Penalty: 6049.695312
	Iteration 4Q: 3 clusters Score -2.440144e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -24403986.000000 Penalty: 6049.695312
	Iteration 5Q: 3 clusters Score -2.440399e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -24409382.000000 Penalty: 6049.695312
	Iteration 6F: 3 clusters Score -2.440938e+07 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143419 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -24419744.000000 Penalty: 6049.695312
	Iteration 7F: 3 clusters Score -2.441974e+07 nChanged 18846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -24435912.000000 Penalty: 6049.695312
	Iteration 8F: 3 clusters Score -2.443591e+07 nChanged 18409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180674 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -24452072.000000 Penalty: 6049.695312
	Iteration 9F: 3 clusters Score -2.445207e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -24461616.000000 Penalty: 6049.695312
	Iteration 10F: 3 clusters Score -2.446162e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24465074.000000 Penalty: 6049.695312
	Iteration 11Q: 3 clusters Score -2.446507e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197631 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -24466010.000000 Penalty: 6049.695312
	Iteration 12Q: 3 clusters Score -2.446601e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197870 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24466316.000000 Penalty: 6049.695312
	Iteration 13Q: 3 clusters Score -2.446632e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197939 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -24466452.000000 Penalty: 6049.695312
	Iteration 14Q: 3 clusters Score -2.446645e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197970 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24466556.000000 Penalty: 6049.695312
	Iteration 15Q: 3 clusters Score -2.446656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197991 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24466602.000000 Penalty: 6049.695312
	Iteration 16Q: 3 clusters Score -2.44666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197995 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -24466614.000000 Penalty: 6049.695312
	Iteration 17Q: 3 clusters Score -2.446661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197996 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -24466628.000000 Penalty: 6049.695312
	Iteration 18Q: 3 clusters Score -2.446663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197993 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24466632.000000 Penalty: 6049.695312
	Iteration 19Q: 3 clusters Score -2.446663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197992 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24466626.000000 Penalty: 6049.695312
	Iteration 20F: 3 clusters Score -2.446663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -1215559.625000 Penalty: 2299.479248
	Iteration 0F: 2 clusters Score -1215560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1207488.250000 Penalty: 4598.958496
	Iteration 0F: 3 clusters Score -1207488 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1209981.250000 Penalty: 4598.958496
	Iteration 1F: 3 clusters Score -1209981 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1210411.250000 Penalty: 4598.958496
	Iteration 2F: 3 clusters Score -1210411 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1210761.000000 Penalty: 4598.958496
	Iteration 3F: 3 clusters Score -1210761 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1211026.500000 Penalty: 4598.958496
	Iteration 4Q: 3 clusters Score -1211026 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1211261.875000 Penalty: 4598.958496
	Iteration 5Q: 3 clusters Score -1211262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1211458.750000 Penalty: 4598.958496
	Iteration 6Q: 3 clusters Score -1211459 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1211665.250000 Penalty: 4598.958496
	Iteration 7Q: 3 clusters Score -1211665 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1211912.500000 Penalty: 4598.958496
	Iteration 8Q: 3 clusters Score -1211912 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1212193.750000 Penalty: 4598.958496
	Iteration 9Q: 3 clusters Score -1212194 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1212527.875000 Penalty: 4598.958496
	Iteration 10Q: 3 clusters Score -1212528 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1212866.375000 Penalty: 4598.958496
	Iteration 11Q: 3 clusters Score -1212866 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1213218.000000 Penalty: 4598.958496
	Iteration 12Q: 3 clusters Score -1213218 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1213521.250000 Penalty: 4598.958496
	Iteration 13Q: 3 clusters Score -1213521 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1213740.750000 Penalty: 4598.958496
	Iteration 14Q: 3 clusters Score -1213741 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1213889.250000 Penalty: 4598.958496
	Iteration 15Q: 3 clusters Score -1213889 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1213984.125000 Penalty: 4598.958496
	Iteration 16Q: 3 clusters Score -1213984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1214053.500000 Penalty: 4598.958496
	Iteration 17Q: 3 clusters Score -1214054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1214094.250000 Penalty: 4598.958496
	Iteration 18Q: 3 clusters Score -1214094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1214122.250000 Penalty: 4598.958496
	Iteration 19Q: 3 clusters Score -1214122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1214152.750000 Penalty: 4598.958496
	Iteration 20F: 3 clusters Score -1214153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1214186.500000 Penalty: 4598.958496
	Iteration 21Q: 3 clusters Score -1214186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1214202.500000 Penalty: 4598.958496
	Iteration 22Q: 3 clusters Score -1214202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1214211.375000 Penalty: 4598.958496
	Iteration 23Q: 3 clusters Score -1214211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1214217.000000 Penalty: 4598.958496
	Iteration 24Q: 3 clusters Score -1214217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1214225.000000 Penalty: 4598.958496
	Iteration 25Q: 3 clusters Score -1214225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1214232.250000 Penalty: 4598.958496
	Iteration 26Q: 3 clusters Score -1214232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1214234.000000 Penalty: 4598.958496
	Iteration 27Q: 3 clusters Score -1214234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1214235.875000 Penalty: 4598.958496
	Iteration 28Q: 3 clusters Score -1214236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1214239.125000 Penalty: 4598.958496
	Iteration 29Q: 3 clusters Score -1214239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1214242.375000 Penalty: 4598.958496
	Iteration 30Q: 3 clusters Score -1214242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1214242.875000 Penalty: 4598.958496
	Iteration 31Q: 3 clusters Score -1214243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1214250.500000 Penalty: 4598.958496
	Iteration 32Q: 3 clusters Score -1214250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1214254.375000 Penalty: 4598.958496
	Iteration 33Q: 3 clusters Score -1214254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1214257.875000 Penalty: 4598.958496
	Iteration 34Q: 3 clusters Score -1214258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1214261.625000 Penalty: 4598.958496
	Iteration 35Q: 3 clusters Score -1214262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1214264.625000 Penalty: 4598.958496
	Iteration 36Q: 3 clusters Score -1214265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1214267.000000 Penalty: 4598.958496
	Iteration 37Q: 3 clusters Score -1214267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1214265.750000 Penalty: 4598.958496
	Iteration 38Q: 3 clusters Score -1214266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1214268.000000 Penalty: 4598.958496
	Iteration 39Q: 3 clusters Score -1214268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1214267.625000 Penalty: 4598.958496
	Iteration 40F: 3 clusters Score -1214268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -86166.679688 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -86166.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84437.210938 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -84437.21 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84716.968750 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -84716.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84777.554688 Penalty: 3286.194580
	Iteration 2Q: 3 clusters Score -84777.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84804.023438 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -84804.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84818.789062 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -84818.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84836.796875 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -84836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84852.125000 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -84852.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84866.093750 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -84866.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84885.960938 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -84885.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84890.789062 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -84890.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84895.171875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -84895.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84895.171875 Penalty: 3286.194580
	Iteration 11F: 3 clusters Score -84895.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199464 members 
Entering Unmasked Estep 
Score: -24677566.000000 Penalty: 3026.440430
	Iteration 0F: 2 clusters Score -2.467757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -24553476.000000 Penalty: 6052.880859
	Iteration 0F: 3 clusters Score -2.455348e+07 nChanged 95889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97332 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -24609596.000000 Penalty: 6052.880859
	Iteration 1F: 3 clusters Score -2.46096e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 103992 members 
Entering Unmasked Estep 
Score: -24610670.000000 Penalty: 6052.880859
	Iteration 2Q: 3 clusters Score -2.461067e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
Score: -24612264.000000 Penalty: 6052.880859
	Iteration 3Q: 3 clusters Score -2.461226e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88219 members 
Mstep: Class 2 contains 111245 members 
Entering Unmasked Estep 
Score: -24614476.000000 Penalty: 6052.880859
	Iteration 4Q: 3 clusters Score -2.461448e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 117935 members 
Entering Unmasked Estep 
Score: -24617646.000000 Penalty: 6052.880859
	Iteration 5Q: 3 clusters Score -2.461765e+07 nChanged 10599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -24623192.000000 Penalty: 6052.880859
	Iteration 6F: 3 clusters Score -2.462319e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -24632090.000000 Penalty: 6052.880859
	Iteration 7F: 3 clusters Score -2.463209e+07 nChanged 15642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 155828 members 
Entering Unmasked Estep 
Score: -24643330.000000 Penalty: 6052.880859
	Iteration 8F: 3 clusters Score -2.464333e+07 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -24654424.000000 Penalty: 6052.880859
	Iteration 9F: 3 clusters Score -2.465442e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 183502 members 
Entering Unmasked Estep 
Score: -24663460.000000 Penalty: 6052.880859
	Iteration 10F: 3 clusters Score -2.466346e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 191866 members 
Entering Unmasked Estep 
Score: -24669268.000000 Penalty: 6052.880859
	Iteration 11Q: 3 clusters Score -2.466927e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 196348 members 
Entering Unmasked Estep 
Score: -24672446.000000 Penalty: 6052.880859
	Iteration 12Q: 3 clusters Score -2.467245e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 198212 members 
Entering Unmasked Estep 
Score: -24673992.000000 Penalty: 6052.880859
	Iteration 13Q: 3 clusters Score -2.467399e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 198836 members 
Entering Unmasked Estep 
Score: -24674456.000000 Penalty: 6052.880859
	Iteration 14Q: 3 clusters Score -2.467446e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 199040 members 
Entering Unmasked Estep 
Score: -24674672.000000 Penalty: 6052.880859
	Iteration 15Q: 3 clusters Score -2.467467e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 199112 members 
Entering Unmasked Estep 
Score: -24674794.000000 Penalty: 6052.880859
	Iteration 16Q: 3 clusters Score -2.467479e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 199149 members 
Entering Unmasked Estep 
Score: -24674834.000000 Penalty: 6052.880859
	Iteration 17Q: 3 clusters Score -2.467483e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199165 members 
Entering Unmasked Estep 
Score: -24674848.000000 Penalty: 6052.880859
	Iteration 18Q: 3 clusters Score -2.467485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199177 members 
Entering Unmasked Estep 
Score: -24674874.000000 Penalty: 6052.880859
	Iteration 19Q: 3 clusters Score -2.467487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199185 members 
Entering Unmasked Estep 
Score: -24674894.000000 Penalty: 6052.880859
	Iteration 20F: 3 clusters Score -2.467489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 199190 members 
Entering Unmasked Estep 
Score: -24674880.000000 Penalty: 6052.880859
	Iteration 21Q: 3 clusters Score -2.467488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 199195 members 
Entering Unmasked Estep 
Score: -24674880.000000 Penalty: 6052.880859
	Iteration 22Q: 3 clusters Score -2.467488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 199199 members 
Entering Unmasked Estep 
Score: -24674900.000000 Penalty: 6052.880859
	Iteration 23Q: 3 clusters Score -2.46749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 199203 members 
Entering Unmasked Estep 
Score: -24674898.000000 Penalty: 6052.880859
	Iteration 24Q: 3 clusters Score -2.46749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -24674916.000000 Penalty: 6052.880859
	Iteration 25Q: 3 clusters Score -2.467492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 199203 members 
Entering Unmasked Estep 
Score: -24674924.000000 Penalty: 6052.880859
	Iteration 26Q: 3 clusters Score -2.467492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -24674930.000000 Penalty: 6052.880859
	Iteration 27Q: 3 clusters Score -2.467493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199204 members 
Entering Unmasked Estep 
Score: -24674948.000000 Penalty: 6052.880859
	Iteration 28Q: 3 clusters Score -2.467495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199205 members 
Entering Unmasked Estep 
Score: -24674940.000000 Penalty: 6052.880859
	Iteration 29Q: 3 clusters Score -2.467494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 199206 members 
Entering Unmasked Estep 
Score: -24674938.000000 Penalty: 6052.880859
	Iteration 30Q: 3 clusters Score -2.467494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 199206 members 
Entering Unmasked Estep 
Score: -24674938.000000 Penalty: 6052.880859
	Iteration 31F: 3 clusters Score -2.467494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Entering Unmasked Estep 
Score: -10583959.000000 Penalty: 2815.381592
	Iteration 0F: 2 clusters Score -1.058396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -10526817.000000 Penalty: 5630.763184
	Iteration 0F: 3 clusters Score -1.052682e+07 nChanged 40145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -10549700.000000 Penalty: 5630.763184
	Iteration 1F: 3 clusters Score -1.05497e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -10550400.000000 Penalty: 5630.763184
	Iteration 2Q: 3 clusters Score -1.05504e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -10551260.000000 Penalty: 5630.763184
	Iteration 3Q: 3 clusters Score -1.055126e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -10552090.000000 Penalty: 5630.763184
	Iteration 4Q: 3 clusters Score -1.055209e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -10553058.000000 Penalty: 5630.763184
	Iteration 5Q: 3 clusters Score -1.055306e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -10554311.000000 Penalty: 5630.763184
	Iteration 6Q: 3 clusters Score -1.055431e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -10555794.000000 Penalty: 5630.763184
	Iteration 7Q: 3 clusters Score -1.055579e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -10557406.000000 Penalty: 5630.763184
	Iteration 8Q: 3 clusters Score -1.055741e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -10558992.000000 Penalty: 5630.763184
	Iteration 9Q: 3 clusters Score -1.055899e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -10560664.000000 Penalty: 5630.763184
	Iteration 10Q: 3 clusters Score -1.056066e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -10562410.000000 Penalty: 5630.763184
	Iteration 11Q: 3 clusters Score -1.056241e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -10564085.000000 Penalty: 5630.763184
	Iteration 12Q: 3 clusters Score -1.056408e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -10566086.000000 Penalty: 5630.763184
	Iteration 13Q: 3 clusters Score -1.056609e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -10567929.000000 Penalty: 5630.763184
	Iteration 14Q: 3 clusters Score -1.056793e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -10569244.000000 Penalty: 5630.763184
	Iteration 15Q: 3 clusters Score -1.056924e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -10570159.000000 Penalty: 5630.763184
	Iteration 16Q: 3 clusters Score -1.057016e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -10570783.000000 Penalty: 5630.763184
	Iteration 17Q: 3 clusters Score -1.057078e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -10571292.000000 Penalty: 5630.763184
	Iteration 18Q: 3 clusters Score -1.057129e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -10571773.000000 Penalty: 5630.763184
	Iteration 19Q: 3 clusters Score -1.057177e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -10572225.000000 Penalty: 5630.763184
	Iteration 20F: 3 clusters Score -1.057222e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -10572741.000000 Penalty: 5630.763184
	Iteration 21Q: 3 clusters Score -1.057274e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -10573402.000000 Penalty: 5630.763184
	Iteration 22Q: 3 clusters Score -1.05734e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -10573935.000000 Penalty: 5630.763184
	Iteration 23Q: 3 clusters Score -1.057394e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -10574544.000000 Penalty: 5630.763184
	Iteration 24Q: 3 clusters Score -1.057454e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -10575123.000000 Penalty: 5630.763184
	Iteration 25Q: 3 clusters Score -1.057512e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -10575756.000000 Penalty: 5630.763184
	Iteration 26Q: 3 clusters Score -1.057576e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -10576383.000000 Penalty: 5630.763184
	Iteration 27Q: 3 clusters Score -1.057638e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -10576991.000000 Penalty: 5630.763184
	Iteration 28Q: 3 clusters Score -1.057699e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -10577601.000000 Penalty: 5630.763184
	Iteration 29Q: 3 clusters Score -1.05776e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -10578216.000000 Penalty: 5630.763184
	Iteration 30Q: 3 clusters Score -1.057822e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -10578757.000000 Penalty: 5630.763184
	Iteration 31Q: 3 clusters Score -1.057876e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -10579288.000000 Penalty: 5630.763184
	Iteration 32Q: 3 clusters Score -1.057929e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -10579868.000000 Penalty: 5630.763184
	Iteration 33Q: 3 clusters Score -1.057987e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -10580292.000000 Penalty: 5630.763184
	Iteration 34Q: 3 clusters Score -1.058029e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -10580651.000000 Penalty: 5630.763184
	Iteration 35Q: 3 clusters Score -1.058065e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -10580889.000000 Penalty: 5630.763184
	Iteration 36Q: 3 clusters Score -1.058089e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -10581016.000000 Penalty: 5630.763184
	Iteration 37Q: 3 clusters Score -1.058102e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10581126.000000 Penalty: 5630.763184
	Iteration 38Q: 3 clusters Score -1.058113e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -10581188.000000 Penalty: 5630.763184
	Iteration 39Q: 3 clusters Score -1.058119e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10581268.000000 Penalty: 5630.763184
	Iteration 40F: 3 clusters Score -1.058127e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -10581297.000000 Penalty: 5630.763184
	Iteration 41Q: 3 clusters Score -1.05813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -10581342.000000 Penalty: 5630.763184
	Iteration 42Q: 3 clusters Score -1.058134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -10581378.000000 Penalty: 5630.763184
	Iteration 43Q: 3 clusters Score -1.058138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -10581412.000000 Penalty: 5630.763184
	Iteration 44Q: 3 clusters Score -1.058141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -10581407.000000 Penalty: 5630.763184
	Iteration 45Q: 3 clusters Score -1.058141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -10581426.000000 Penalty: 5630.763184
	Iteration 46Q: 3 clusters Score -1.058143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -10581428.000000 Penalty: 5630.763184
	Iteration 47Q: 3 clusters Score -1.058143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -10581439.000000 Penalty: 5630.763184
	Iteration 48Q: 3 clusters Score -1.058144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 84588 members 
Entering Unmasked Estep 
Score: -10581448.000000 Penalty: 5630.763184
	Iteration 49Q: 3 clusters Score -1.058145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -10581450.000000 Penalty: 5630.763184
	Iteration 50Q: 3 clusters Score -1.058145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -10581449.000000 Penalty: 5630.763184
	Iteration 51Q: 3 clusters Score -1.058145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -10581446.000000 Penalty: 5630.763184
	Iteration 52Q: 3 clusters Score -1.058145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -10581448.000000 Penalty: 5630.763184
	Iteration 53Q: 3 clusters Score -1.058145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -10581457.000000 Penalty: 5630.763184
	Iteration 54Q: 3 clusters Score -1.058146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -10581472.000000 Penalty: 5630.763184
	Iteration 55Q: 3 clusters Score -1.058147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -10581464.000000 Penalty: 5630.763184
	Iteration 56Q: 3 clusters Score -1.058146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -10581481.000000 Penalty: 5630.763184
	Iteration 57Q: 3 clusters Score -1.058148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -10581481.000000 Penalty: 5630.763184
	Iteration 58Q: 3 clusters Score -1.058148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -10581482.000000 Penalty: 5630.763184
	Iteration 59Q: 3 clusters Score -1.058148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -10581483.000000 Penalty: 5630.763184
	Iteration 60F: 3 clusters Score -1.058148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -10581494.000000 Penalty: 5630.763184
	Iteration 61Q: 3 clusters Score -1.058149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -10581511.000000 Penalty: 5630.763184
	Iteration 62Q: 3 clusters Score -1.058151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10581512.000000 Penalty: 5630.763184
	Iteration 63Q: 3 clusters Score -1.058151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -10581527.000000 Penalty: 5630.763184
	Iteration 64Q: 3 clusters Score -1.058153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -10581537.000000 Penalty: 5630.763184
	Iteration 65Q: 3 clusters Score -1.058154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -10581526.000000 Penalty: 5630.763184
	Iteration 66Q: 3 clusters Score -1.058153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -10581523.000000 Penalty: 5630.763184
	Iteration 67Q: 3 clusters Score -1.058152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -10581530.000000 Penalty: 5630.763184
	Iteration 68Q: 3 clusters Score -1.058153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -10581526.000000 Penalty: 5630.763184
	Iteration 69Q: 3 clusters Score -1.058153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -10581534.000000 Penalty: 5630.763184
	Iteration 70Q: 3 clusters Score -1.058153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -10581535.000000 Penalty: 5630.763184
	Iteration 71Q: 3 clusters Score -1.058154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -10581535.000000 Penalty: 5630.763184
	Iteration 72F: 3 clusters Score -1.058154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -116061.843750 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -116061.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114141.335938 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -114141.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114609.406250 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -114609.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -114863.203125 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -114863.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -115027.585938 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -115027.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -115119.062500 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -115119.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -115169.593750 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -115169.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -115205.492188 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -115205.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115235.609375 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -115235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -115244.476562 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -115244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -115256.570312 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -115256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -115260.375000 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -115260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -115263.234375 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -115263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -115266.187500 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -115266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115271.109375 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -115271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -115275.148438 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -115275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -115279.843750 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -115279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115283.296875 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -115283.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -115283.296875 Penalty: 3478.009277
	Iteration 17F: 3 clusters Score -115283.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -372651.218750 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -372651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369329.218750 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -369329.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -369947.218750 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -369947.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -370087.093750 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -370087.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -370181.781250 Penalty: 3981.790039
	Iteration 3Q: 3 clusters Score -370181.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -370268.312500 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -370268.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -370324.343750 Penalty: 3981.790039
	Iteration 5Q: 3 clusters Score -370324.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -370371.406250 Penalty: 3981.790039
	Iteration 6Q: 3 clusters Score -370371.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -370408.812500 Penalty: 3981.790039
	Iteration 7Q: 3 clusters Score -370408.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -370434.687500 Penalty: 3981.790039
	Iteration 8Q: 3 clusters Score -370434.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -370459.218750 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -370459.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -370480.906250 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -370480.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370509.875000 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -370509.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -370525.125000 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -370525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -370535.593750 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -370535.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -370547.750000 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -370547.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -370561.312500 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -370561.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -370572.156250 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -370572.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -370587.718750 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -370587.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -370603.625000 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -370603.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -370617.031250 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -370617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -370635.437500 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -370635.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -370653.312500 Penalty: 3981.790039
	Iteration 21Q: 3 clusters Score -370653.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -370673.562500 Penalty: 3981.790039
	Iteration 22Q: 3 clusters Score -370673.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -370691.718750 Penalty: 3981.790039
	Iteration 23Q: 3 clusters Score -370691.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -370708.781250 Penalty: 3981.790039
	Iteration 24Q: 3 clusters Score -370708.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -370721.156250 Penalty: 3981.790039
	Iteration 25Q: 3 clusters Score -370721.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -370738.062500 Penalty: 3981.790039
	Iteration 26Q: 3 clusters Score -370738.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -370752.625000 Penalty: 3981.790039
	Iteration 27Q: 3 clusters Score -370752.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -370767.750000 Penalty: 3981.790039
	Iteration 28Q: 3 clusters Score -370767.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -370788.906250 Penalty: 3981.790039
	Iteration 29Q: 3 clusters Score -370788.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -370814.406250 Penalty: 3981.790039
	Iteration 30Q: 3 clusters Score -370814.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -370848.843750 Penalty: 3981.790039
	Iteration 31Q: 3 clusters Score -370848.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -370880.468750 Penalty: 3981.790039
	Iteration 32Q: 3 clusters Score -370880.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -370911.312500 Penalty: 3981.790039
	Iteration 33Q: 3 clusters Score -370911.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -370938.312500 Penalty: 3981.790039
	Iteration 34Q: 3 clusters Score -370938.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -370961.625000 Penalty: 3981.790039
	Iteration 35Q: 3 clusters Score -370961.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -370983.156250 Penalty: 3981.790039
	Iteration 36Q: 3 clusters Score -370983.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -371000.531250 Penalty: 3981.790039
	Iteration 37Q: 3 clusters Score -371000.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -371011.625000 Penalty: 3981.790039
	Iteration 38Q: 3 clusters Score -371011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -371023.250000 Penalty: 3981.790039
	Iteration 39Q: 3 clusters Score -371023.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -371034.125000 Penalty: 3981.790039
	Iteration 40F: 3 clusters Score -371034.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -371038.750000 Penalty: 3981.790039
	Iteration 41Q: 3 clusters Score -371038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -371044.906250 Penalty: 3981.790039
	Iteration 42Q: 3 clusters Score -371044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -371050.000000 Penalty: 3981.790039
	Iteration 43Q: 3 clusters Score -371050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -371055.625000 Penalty: 3981.790039
	Iteration 44Q: 3 clusters Score -371055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -371061.093750 Penalty: 3981.790039
	Iteration 45Q: 3 clusters Score -371061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -371068.281250 Penalty: 3981.790039
	Iteration 46Q: 3 clusters Score -371068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -371074.625000 Penalty: 3981.790039
	Iteration 47Q: 3 clusters Score -371074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -371078.218750 Penalty: 3981.790039
	Iteration 48Q: 3 clusters Score -371078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -371081.781250 Penalty: 3981.790039
	Iteration 49Q: 3 clusters Score -371081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -371085.281250 Penalty: 3981.790039
	Iteration 50Q: 3 clusters Score -371085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -371087.281250 Penalty: 3981.790039
	Iteration 51Q: 3 clusters Score -371087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -371089.375000 Penalty: 3981.790039
	Iteration 52Q: 3 clusters Score -371089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -371090.968750 Penalty: 3981.790039
	Iteration 53Q: 3 clusters Score -371091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -371092.875000 Penalty: 3981.790039
	Iteration 54Q: 3 clusters Score -371092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -371095.281250 Penalty: 3981.790039
	Iteration 55Q: 3 clusters Score -371095.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -371096.375000 Penalty: 3981.790039
	Iteration 56Q: 3 clusters Score -371096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -371098.281250 Penalty: 3981.790039
	Iteration 57Q: 3 clusters Score -371098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -371099.812500 Penalty: 3981.790039
	Iteration 58Q: 3 clusters Score -371099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -371101.656250 Penalty: 3981.790039
	Iteration 59Q: 3 clusters Score -371101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -371101.656250 Penalty: 3981.790039
	Iteration 60F: 3 clusters Score -371101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Entering Unmasked Estep 
Score: -6829225.000000 Penalty: 2706.820068
	Iteration 0F: 2 clusters Score -6829225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -6792364.500000 Penalty: 5413.640137
	Iteration 0F: 3 clusters Score -6792364 nChanged 25582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6806335.500000 Penalty: 5413.640137
	Iteration 1F: 3 clusters Score -6806336 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6807004.000000 Penalty: 5413.640137
	Iteration 2Q: 3 clusters Score -6807004 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -6807699.000000 Penalty: 5413.640137
	Iteration 3Q: 3 clusters Score -6807699 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -6808441.000000 Penalty: 5413.640137
	Iteration 4Q: 3 clusters Score -6808441 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -6809388.500000 Penalty: 5413.640137
	Iteration 5Q: 3 clusters Score -6809388 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -6810701.500000 Penalty: 5413.640137
	Iteration 6Q: 3 clusters Score -6810702 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -6812571.000000 Penalty: 5413.640137
	Iteration 7F: 3 clusters Score -6812571 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -6814892.000000 Penalty: 5413.640137
	Iteration 8F: 3 clusters Score -6814892 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -6817383.500000 Penalty: 5413.640137
	Iteration 9F: 3 clusters Score -6817384 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -6819644.500000 Penalty: 5413.640137
	Iteration 10F: 3 clusters Score -6819644 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -6821565.000000 Penalty: 5413.640137
	Iteration 11Q: 3 clusters Score -6821565 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6822941.000000 Penalty: 5413.640137
	Iteration 12Q: 3 clusters Score -6822941 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -6823949.500000 Penalty: 5413.640137
	Iteration 13Q: 3 clusters Score -6823950 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -6824674.000000 Penalty: 5413.640137
	Iteration 14Q: 3 clusters Score -6824674 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6825272.000000 Penalty: 5413.640137
	Iteration 15Q: 3 clusters Score -6825272 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -6825732.000000 Penalty: 5413.640137
	Iteration 16Q: 3 clusters Score -6825732 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -6826031.500000 Penalty: 5413.640137
	Iteration 17Q: 3 clusters Score -6826032 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -6826235.500000 Penalty: 5413.640137
	Iteration 18Q: 3 clusters Score -6826236 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -6826414.500000 Penalty: 5413.640137
	Iteration 19Q: 3 clusters Score -6826414 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -6826530.500000 Penalty: 5413.640137
	Iteration 20F: 3 clusters Score -6826530 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -6826617.500000 Penalty: 5413.640137
	Iteration 21Q: 3 clusters Score -6826618 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6826691.000000 Penalty: 5413.640137
	Iteration 22Q: 3 clusters Score -6826691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -6826749.000000 Penalty: 5413.640137
	Iteration 23Q: 3 clusters Score -6826749 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -6826797.000000 Penalty: 5413.640137
	Iteration 24Q: 3 clusters Score -6826797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -6826834.500000 Penalty: 5413.640137
	Iteration 25Q: 3 clusters Score -6826834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6826873.500000 Penalty: 5413.640137
	Iteration 26Q: 3 clusters Score -6826874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -6826895.500000 Penalty: 5413.640137
	Iteration 27Q: 3 clusters Score -6826896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -6826909.500000 Penalty: 5413.640137
	Iteration 28Q: 3 clusters Score -6826910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -6826942.500000 Penalty: 5413.640137
	Iteration 29Q: 3 clusters Score -6826942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -6826957.000000 Penalty: 5413.640137
	Iteration 30Q: 3 clusters Score -6826957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -6826959.500000 Penalty: 5413.640137
	Iteration 31Q: 3 clusters Score -6826960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -6826970.500000 Penalty: 5413.640137
	Iteration 32Q: 3 clusters Score -6826970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6826966.000000 Penalty: 5413.640137
	Iteration 33Q: 3 clusters Score -6826966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6826968.500000 Penalty: 5413.640137
	Iteration 34Q: 3 clusters Score -6826968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6826968.500000 Penalty: 5413.640137
	Iteration 35Q: 3 clusters Score -6826968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -6826975.000000 Penalty: 5413.640137
	Iteration 36Q: 3 clusters Score -6826975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -6826974.500000 Penalty: 5413.640137
	Iteration 37Q: 3 clusters Score -6826974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -6826980.000000 Penalty: 5413.640137
	Iteration 38Q: 3 clusters Score -6826980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -6826980.000000 Penalty: 5413.640137
	Iteration 39Q: 3 clusters Score -6826980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -6826980.000000 Penalty: 5413.640137
	Iteration 40F: 3 clusters Score -6826980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -774843.937500 Penalty: 2165.171143
	Iteration 0F: 2 clusters Score -774843.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -769559.062500 Penalty: 4330.342285
	Iteration 0F: 3 clusters Score -769559.1 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -770888.000000 Penalty: 4330.342285
	Iteration 1F: 3 clusters Score -770888 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -771176.562500 Penalty: 4330.342285
	Iteration 2F: 3 clusters Score -771176.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -771386.062500 Penalty: 4330.342285
	Iteration 3F: 3 clusters Score -771386.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -771538.000000 Penalty: 4330.342285
	Iteration 4Q: 3 clusters Score -771538 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -771659.687500 Penalty: 4330.342285
	Iteration 5Q: 3 clusters Score -771659.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -771752.937500 Penalty: 4330.342285
	Iteration 6Q: 3 clusters Score -771752.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -771835.000000 Penalty: 4330.342285
	Iteration 7Q: 3 clusters Score -771835 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -771931.437500 Penalty: 4330.342285
	Iteration 8Q: 3 clusters Score -771931.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -772031.187500 Penalty: 4330.342285
	Iteration 9Q: 3 clusters Score -772031.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -772151.625000 Penalty: 4330.342285
	Iteration 10Q: 3 clusters Score -772151.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -772280.875000 Penalty: 4330.342285
	Iteration 11Q: 3 clusters Score -772280.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -772411.500000 Penalty: 4330.342285
	Iteration 12Q: 3 clusters Score -772411.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -772560.625000 Penalty: 4330.342285
	Iteration 13Q: 3 clusters Score -772560.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -772725.937500 Penalty: 4330.342285
	Iteration 14Q: 3 clusters Score -772725.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -772885.812500 Penalty: 4330.342285
	Iteration 15Q: 3 clusters Score -772885.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -773055.312500 Penalty: 4330.342285
	Iteration 16Q: 3 clusters Score -773055.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -773184.562500 Penalty: 4330.342285
	Iteration 17Q: 3 clusters Score -773184.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -773315.562500 Penalty: 4330.342285
	Iteration 18Q: 3 clusters Score -773315.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -773440.062500 Penalty: 4330.342285
	Iteration 19Q: 3 clusters Score -773440.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -773552.000000 Penalty: 4330.342285
	Iteration 20F: 3 clusters Score -773552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -773691.062500 Penalty: 4330.342285
	Iteration 21Q: 3 clusters Score -773691.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -773792.500000 Penalty: 4330.342285
	Iteration 22Q: 3 clusters Score -773792.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -773858.687500 Penalty: 4330.342285
	Iteration 23Q: 3 clusters Score -773858.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -773899.000000 Penalty: 4330.342285
	Iteration 24Q: 3 clusters Score -773899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -773924.750000 Penalty: 4330.342285
	Iteration 25Q: 3 clusters Score -773924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -773944.125000 Penalty: 4330.342285
	Iteration 26Q: 3 clusters Score -773944.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -773962.437500 Penalty: 4330.342285
	Iteration 27Q: 3 clusters Score -773962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -773981.375000 Penalty: 4330.342285
	Iteration 28Q: 3 clusters Score -773981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -773996.500000 Penalty: 4330.342285
	Iteration 29Q: 3 clusters Score -773996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -774000.937500 Penalty: 4330.342285
	Iteration 30Q: 3 clusters Score -774000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -774004.250000 Penalty: 4330.342285
	Iteration 31Q: 3 clusters Score -774004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -774006.875000 Penalty: 4330.342285
	Iteration 32Q: 3 clusters Score -774006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -774009.312500 Penalty: 4330.342285
	Iteration 33Q: 3 clusters Score -774009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -774013.875000 Penalty: 4330.342285
	Iteration 34Q: 3 clusters Score -774013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -774014.312500 Penalty: 4330.342285
	Iteration 35Q: 3 clusters Score -774014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -774013.937500 Penalty: 4330.342285
	Iteration 36Q: 3 clusters Score -774013.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -774018.500000 Penalty: 4330.342285
	Iteration 37Q: 3 clusters Score -774018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -774022.250000 Penalty: 4330.342285
	Iteration 38Q: 3 clusters Score -774022.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -774031.625000 Penalty: 4330.342285
	Iteration 39Q: 3 clusters Score -774031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -774046.875000 Penalty: 4330.342285
	Iteration 40F: 3 clusters Score -774046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -774061.937500 Penalty: 4330.342285
	Iteration 41Q: 3 clusters Score -774061.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -774079.375000 Penalty: 4330.342285
	Iteration 42Q: 3 clusters Score -774079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -774086.375000 Penalty: 4330.342285
	Iteration 43Q: 3 clusters Score -774086.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -774089.500000 Penalty: 4330.342285
	Iteration 44Q: 3 clusters Score -774089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -774103.437500 Penalty: 4330.342285
	Iteration 45Q: 3 clusters Score -774103.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -774111.625000 Penalty: 4330.342285
	Iteration 46Q: 3 clusters Score -774111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -774112.000000 Penalty: 4330.342285
	Iteration 47Q: 3 clusters Score -774112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -774114.562500 Penalty: 4330.342285
	Iteration 48Q: 3 clusters Score -774114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -774114.562500 Penalty: 4330.342285
	Iteration 49F: 3 clusters Score -774114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (219791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219791 members 
Entering Unmasked Estep 
Score: -26938972.000000 Penalty: 3050.507080
	Iteration 0F: 2 clusters Score -2.693897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 109790 members 
Entering Unmasked Estep 
Score: -26800354.000000 Penalty: 6101.014160
	Iteration 0F: 3 clusters Score -2.680035e+07 nChanged 105540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 107036 members 
Entering Unmasked Estep 
Score: -26860996.000000 Penalty: 6101.014160
	Iteration 1F: 3 clusters Score -2.6861e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -26861848.000000 Penalty: 6101.014160
	Iteration 2Q: 3 clusters Score -2.686185e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117321 members 
Mstep: Class 2 contains 102470 members 
Entering Unmasked Estep 
Score: -26862746.000000 Penalty: 6101.014160
	Iteration 3Q: 3 clusters Score -2.686275e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121648 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -26864328.000000 Penalty: 6101.014160
	Iteration 4Q: 3 clusters Score -2.686433e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128341 members 
Mstep: Class 2 contains 91450 members 
Entering Unmasked Estep 
Score: -26866830.000000 Penalty: 6101.014160
	Iteration 5Q: 3 clusters Score -2.686683e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138385 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -26871598.000000 Penalty: 6101.014160
	Iteration 6Q: 3 clusters Score -2.68716e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152930 members 
Mstep: Class 2 contains 66861 members 
Entering Unmasked Estep 
Score: -26881146.000000 Penalty: 6101.014160
	Iteration 7F: 3 clusters Score -2.688115e+07 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171574 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -26895708.000000 Penalty: 6101.014160
	Iteration 8F: 3 clusters Score -2.689571e+07 nChanged 19734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191302 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -26912192.000000 Penalty: 6101.014160
	Iteration 9F: 3 clusters Score -2.691219e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206009 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -26924258.000000 Penalty: 6101.014160
	Iteration 10F: 3 clusters Score -2.692426e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213955 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -26931178.000000 Penalty: 6101.014160
	Iteration 11Q: 3 clusters Score -2.693118e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217279 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -26934058.000000 Penalty: 6101.014160
	Iteration 12Q: 3 clusters Score -2.693406e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218560 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -26935196.000000 Penalty: 6101.014160
	Iteration 13Q: 3 clusters Score -2.69352e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219023 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -26935594.000000 Penalty: 6101.014160
	Iteration 14Q: 3 clusters Score -2.693559e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219206 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -26935882.000000 Penalty: 6101.014160
	Iteration 15Q: 3 clusters Score -2.693588e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219307 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -26936012.000000 Penalty: 6101.014160
	Iteration 16Q: 3 clusters Score -2.693601e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219353 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -26936074.000000 Penalty: 6101.014160
	Iteration 17Q: 3 clusters Score -2.693607e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219367 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26936094.000000 Penalty: 6101.014160
	Iteration 18Q: 3 clusters Score -2.693609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219372 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -26936130.000000 Penalty: 6101.014160
	Iteration 19Q: 3 clusters Score -2.693613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219377 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26936142.000000 Penalty: 6101.014160
	Iteration 20F: 3 clusters Score -2.693614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219381 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26936156.000000 Penalty: 6101.014160
	Iteration 21Q: 3 clusters Score -2.693616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219384 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26936164.000000 Penalty: 6101.014160
	Iteration 22Q: 3 clusters Score -2.693616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219384 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -26936172.000000 Penalty: 6101.014160
	Iteration 23Q: 3 clusters Score -2.693617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26936166.000000 Penalty: 6101.014160
	Iteration 24Q: 3 clusters Score -2.693617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219389 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26936190.000000 Penalty: 6101.014160
	Iteration 25Q: 3 clusters Score -2.693619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26936196.000000 Penalty: 6101.014160
	Iteration 26Q: 3 clusters Score -2.69362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26936186.000000 Penalty: 6101.014160
	Iteration 27Q: 3 clusters Score -2.693619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219393 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26936184.000000 Penalty: 6101.014160
	Iteration 28Q: 3 clusters Score -2.693618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26936186.000000 Penalty: 6101.014160
	Iteration 29Q: 3 clusters Score -2.693619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26936186.000000 Penalty: 6101.014160
	Iteration 30F: 3 clusters Score -2.693619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -11498734.000000 Penalty: 2835.516846
	Iteration 0F: 2 clusters Score -1.149873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -11436926.000000 Penalty: 5671.033691
	Iteration 0F: 3 clusters Score -1.143693e+07 nChanged 43608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -11461762.000000 Penalty: 5671.033691
	Iteration 1F: 3 clusters Score -1.146176e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -11463024.000000 Penalty: 5671.033691
	Iteration 2Q: 3 clusters Score -1.146302e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -11464970.000000 Penalty: 5671.033691
	Iteration 3Q: 3 clusters Score -1.146497e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -11468079.000000 Penalty: 5671.033691
	Iteration 4F: 3 clusters Score -1.146808e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -11473295.000000 Penalty: 5671.033691
	Iteration 5F: 3 clusters Score -1.14733e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -11480557.000000 Penalty: 5671.033691
	Iteration 6F: 3 clusters Score -1.148056e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81171 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -11487347.000000 Penalty: 5671.033691
	Iteration 7F: 3 clusters Score -1.148735e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -11491913.000000 Penalty: 5671.033691
	Iteration 8Q: 3 clusters Score -1.149191e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -11494312.000000 Penalty: 5671.033691
	Iteration 9Q: 3 clusters Score -1.149431e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -11495366.000000 Penalty: 5671.033691
	Iteration 10Q: 3 clusters Score -1.149537e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -11495910.000000 Penalty: 5671.033691
	Iteration 11Q: 3 clusters Score -1.149591e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11496187.000000 Penalty: 5671.033691
	Iteration 12Q: 3 clusters Score -1.149619e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11496330.000000 Penalty: 5671.033691
	Iteration 13Q: 3 clusters Score -1.149633e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11496405.000000 Penalty: 5671.033691
	Iteration 14Q: 3 clusters Score -1.14964e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90267 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -11496479.000000 Penalty: 5671.033691
	Iteration 15Q: 3 clusters Score -1.149648e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11496495.000000 Penalty: 5671.033691
	Iteration 16Q: 3 clusters Score -1.14965e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11496511.000000 Penalty: 5671.033691
	Iteration 17Q: 3 clusters Score -1.149651e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -11496541.000000 Penalty: 5671.033691
	Iteration 18Q: 3 clusters Score -1.149654e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11496568.000000 Penalty: 5671.033691
	Iteration 19Q: 3 clusters Score -1.149657e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11496590.000000 Penalty: 5671.033691
	Iteration 20F: 3 clusters Score -1.149659e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -11496599.000000 Penalty: 5671.033691
	Iteration 21Q: 3 clusters Score -1.14966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11496589.000000 Penalty: 5671.033691
	Iteration 22Q: 3 clusters Score -1.149659e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11496616.000000 Penalty: 5671.033691
	Iteration 23Q: 3 clusters Score -1.149662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90696 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11496618.000000 Penalty: 5671.033691
	Iteration 24Q: 3 clusters Score -1.149662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11496611.000000 Penalty: 5671.033691
	Iteration 25Q: 3 clusters Score -1.149661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11496617.000000 Penalty: 5671.033691
	Iteration 26Q: 3 clusters Score -1.149662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90734 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11496607.000000 Penalty: 5671.033691
	Iteration 27Q: 3 clusters Score -1.149661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -11496626.000000 Penalty: 5671.033691
	Iteration 28Q: 3 clusters Score -1.149663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11496635.000000 Penalty: 5671.033691
	Iteration 29Q: 3 clusters Score -1.149664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11496645.000000 Penalty: 5671.033691
	Iteration 30Q: 3 clusters Score -1.149664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11496661.000000 Penalty: 5671.033691
	Iteration 31Q: 3 clusters Score -1.149666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11496675.000000 Penalty: 5671.033691
	Iteration 32Q: 3 clusters Score -1.149668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11496667.000000 Penalty: 5671.033691
	Iteration 33Q: 3 clusters Score -1.149667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11496677.000000 Penalty: 5671.033691
	Iteration 34Q: 3 clusters Score -1.149668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11496666.000000 Penalty: 5671.033691
	Iteration 35Q: 3 clusters Score -1.149667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11496664.000000 Penalty: 5671.033691
	Iteration 36Q: 3 clusters Score -1.149666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11496682.000000 Penalty: 5671.033691
	Iteration 37Q: 3 clusters Score -1.149668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11496670.000000 Penalty: 5671.033691
	Iteration 38Q: 3 clusters Score -1.149667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11496668.000000 Penalty: 5671.033691
	Iteration 39Q: 3 clusters Score -1.149667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11496672.000000 Penalty: 5671.033691
	Iteration 40F: 3 clusters Score -1.149667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11496667.000000 Penalty: 5671.033691
	Iteration 41Q: 3 clusters Score -1.149667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11496673.000000 Penalty: 5671.033691
	Iteration 42Q: 3 clusters Score -1.149667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11496680.000000 Penalty: 5671.033691
	Iteration 43Q: 3 clusters Score -1.149668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11496690.000000 Penalty: 5671.033691
	Iteration 44Q: 3 clusters Score -1.149669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11496680.000000 Penalty: 5671.033691
	Iteration 45Q: 3 clusters Score -1.149668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11496685.000000 Penalty: 5671.033691
	Iteration 46Q: 3 clusters Score -1.149668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11496676.000000 Penalty: 5671.033691
	Iteration 47Q: 3 clusters Score -1.149668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11496683.000000 Penalty: 5671.033691
	Iteration 48Q: 3 clusters Score -1.149668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -11496672.000000 Penalty: 5671.033691
	Iteration 49Q: 3 clusters Score -1.149667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11496674.000000 Penalty: 5671.033691
	Iteration 50Q: 3 clusters Score -1.149667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11496674.000000 Penalty: 5671.033691
	Iteration 51F: 3 clusters Score -1.149667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -717709.687500 Penalty: 2165.771484
	Iteration 0F: 2 clusters Score -717709.7 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 3102 members 
Entering Unmasked Estep 
Score: -712451.750000 Penalty: 4331.542969
	Iteration 0F: 3 clusters Score -712451.8 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -713684.250000 Penalty: 4331.542969
	Iteration 1F: 3 clusters Score -713684.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -713930.812500 Penalty: 4331.542969
	Iteration 2F: 3 clusters Score -713930.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -714145.375000 Penalty: 4331.542969
	Iteration 3F: 3 clusters Score -714145.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -714346.937500 Penalty: 4331.542969
	Iteration 4Q: 3 clusters Score -714346.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -714536.500000 Penalty: 4331.542969
	Iteration 5Q: 3 clusters Score -714536.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -714719.687500 Penalty: 4331.542969
	Iteration 6Q: 3 clusters Score -714719.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -714889.375000 Penalty: 4331.542969
	Iteration 7Q: 3 clusters Score -714889.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -715058.125000 Penalty: 4331.542969
	Iteration 8Q: 3 clusters Score -715058.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -715223.687500 Penalty: 4331.542969
	Iteration 9Q: 3 clusters Score -715223.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -715364.000000 Penalty: 4331.542969
	Iteration 10Q: 3 clusters Score -715364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -715461.000000 Penalty: 4331.542969
	Iteration 11Q: 3 clusters Score -715461 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -715556.000000 Penalty: 4331.542969
	Iteration 12Q: 3 clusters Score -715556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -715646.812500 Penalty: 4331.542969
	Iteration 13Q: 3 clusters Score -715646.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -715736.375000 Penalty: 4331.542969
	Iteration 14Q: 3 clusters Score -715736.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -715799.437500 Penalty: 4331.542969
	Iteration 15Q: 3 clusters Score -715799.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -715858.750000 Penalty: 4331.542969
	Iteration 16Q: 3 clusters Score -715858.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -715903.437500 Penalty: 4331.542969
	Iteration 17Q: 3 clusters Score -715903.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -715944.562500 Penalty: 4331.542969
	Iteration 18Q: 3 clusters Score -715944.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -715977.562500 Penalty: 4331.542969
	Iteration 19Q: 3 clusters Score -715977.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -716005.500000 Penalty: 4331.542969
	Iteration 20F: 3 clusters Score -716005.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -716040.125000 Penalty: 4331.542969
	Iteration 21Q: 3 clusters Score -716040.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -716072.062500 Penalty: 4331.542969
	Iteration 22Q: 3 clusters Score -716072.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -716100.125000 Penalty: 4331.542969
	Iteration 23Q: 3 clusters Score -716100.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -716125.937500 Penalty: 4331.542969
	Iteration 24Q: 3 clusters Score -716125.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -716144.500000 Penalty: 4331.542969
	Iteration 25Q: 3 clusters Score -716144.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -716157.875000 Penalty: 4331.542969
	Iteration 26Q: 3 clusters Score -716157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -716165.062500 Penalty: 4331.542969
	Iteration 27Q: 3 clusters Score -716165.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -716170.750000 Penalty: 4331.542969
	Iteration 28Q: 3 clusters Score -716170.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -716176.187500 Penalty: 4331.542969
	Iteration 29Q: 3 clusters Score -716176.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -716180.687500 Penalty: 4331.542969
	Iteration 30Q: 3 clusters Score -716180.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -716184.625000 Penalty: 4331.542969
	Iteration 31Q: 3 clusters Score -716184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -716192.875000 Penalty: 4331.542969
	Iteration 32Q: 3 clusters Score -716192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -716201.312500 Penalty: 4331.542969
	Iteration 33Q: 3 clusters Score -716201.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -716209.375000 Penalty: 4331.542969
	Iteration 34Q: 3 clusters Score -716209.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -716220.062500 Penalty: 4331.542969
	Iteration 35Q: 3 clusters Score -716220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -716230.812500 Penalty: 4331.542969
	Iteration 36Q: 3 clusters Score -716230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -716234.625000 Penalty: 4331.542969
	Iteration 37Q: 3 clusters Score -716234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -716241.937500 Penalty: 4331.542969
	Iteration 38Q: 3 clusters Score -716241.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -716248.000000 Penalty: 4331.542969
	Iteration 39Q: 3 clusters Score -716248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -716249.687500 Penalty: 4331.542969
	Iteration 40F: 3 clusters Score -716249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -716250.500000 Penalty: 4331.542969
	Iteration 41Q: 3 clusters Score -716250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -716250.687500 Penalty: 4331.542969
	Iteration 42Q: 3 clusters Score -716250.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -716252.187500 Penalty: 4331.542969
	Iteration 43Q: 3 clusters Score -716252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -716252.187500 Penalty: 4331.542969
	Iteration 44F: 3 clusters Score -716252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (104501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Entering Unmasked Estep 
Score: -12971099.000000 Penalty: 2866.124023
	Iteration 0F: 2 clusters Score -1.29711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -12901048.000000 Penalty: 5732.248047
	Iteration 0F: 3 clusters Score -1.290105e+07 nChanged 49684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -12929823.000000 Penalty: 5732.248047
	Iteration 1F: 3 clusters Score -1.292982e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -12930933.000000 Penalty: 5732.248047
	Iteration 2Q: 3 clusters Score -1.293093e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -12932226.000000 Penalty: 5732.248047
	Iteration 3Q: 3 clusters Score -1.293223e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -12934599.000000 Penalty: 5732.248047
	Iteration 4Q: 3 clusters Score -1.29346e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -12938477.000000 Penalty: 5732.248047
	Iteration 5F: 3 clusters Score -1.293848e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -12944430.000000 Penalty: 5732.248047
	Iteration 6F: 3 clusters Score -1.294443e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -12951720.000000 Penalty: 5732.248047
	Iteration 7F: 3 clusters Score -1.295172e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -12959048.000000 Penalty: 5732.248047
	Iteration 8F: 3 clusters Score -1.295905e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -12963923.000000 Penalty: 5732.248047
	Iteration 9Q: 3 clusters Score -1.296392e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -12966045.000000 Penalty: 5732.248047
	Iteration 10Q: 3 clusters Score -1.296604e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -12966882.000000 Penalty: 5732.248047
	Iteration 11Q: 3 clusters Score -1.296688e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91296 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -12967292.000000 Penalty: 5732.248047
	Iteration 12Q: 3 clusters Score -1.296729e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -12967674.000000 Penalty: 5732.248047
	Iteration 13Q: 3 clusters Score -1.296767e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -12967913.000000 Penalty: 5732.248047
	Iteration 14Q: 3 clusters Score -1.296791e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -12968156.000000 Penalty: 5732.248047
	Iteration 15Q: 3 clusters Score -1.296816e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -12968287.000000 Penalty: 5732.248047
	Iteration 16Q: 3 clusters Score -1.296829e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -12968397.000000 Penalty: 5732.248047
	Iteration 17Q: 3 clusters Score -1.29684e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -12968522.000000 Penalty: 5732.248047
	Iteration 18Q: 3 clusters Score -1.296852e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -12968647.000000 Penalty: 5732.248047
	Iteration 19Q: 3 clusters Score -1.296865e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -12968754.000000 Penalty: 5732.248047
	Iteration 20F: 3 clusters Score -1.296875e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -12968812.000000 Penalty: 5732.248047
	Iteration 21Q: 3 clusters Score -1.296881e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -12968890.000000 Penalty: 5732.248047
	Iteration 22Q: 3 clusters Score -1.296889e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -12968990.000000 Penalty: 5732.248047
	Iteration 23Q: 3 clusters Score -1.296899e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -12969143.000000 Penalty: 5732.248047
	Iteration 24Q: 3 clusters Score -1.296914e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -12969133.000000 Penalty: 5732.248047
	Iteration 25Q: 3 clusters Score -1.296913e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -12969198.000000 Penalty: 5732.248047
	Iteration 26Q: 3 clusters Score -1.29692e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -12969180.000000 Penalty: 5732.248047
	Iteration 27Q: 3 clusters Score -1.296918e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -12969248.000000 Penalty: 5732.248047
	Iteration 28Q: 3 clusters Score -1.296925e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -12969271.000000 Penalty: 5732.248047
	Iteration 29Q: 3 clusters Score -1.296927e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -12969323.000000 Penalty: 5732.248047
	Iteration 30Q: 3 clusters Score -1.296932e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -12969345.000000 Penalty: 5732.248047
	Iteration 31Q: 3 clusters Score -1.296934e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99845 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -12969346.000000 Penalty: 5732.248047
	Iteration 32Q: 3 clusters Score -1.296935e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -12969359.000000 Penalty: 5732.248047
	Iteration 33Q: 3 clusters Score -1.296936e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -12969358.000000 Penalty: 5732.248047
	Iteration 34Q: 3 clusters Score -1.296936e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -12969373.000000 Penalty: 5732.248047
	Iteration 35Q: 3 clusters Score -1.296937e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -12969398.000000 Penalty: 5732.248047
	Iteration 36Q: 3 clusters Score -1.29694e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -12969401.000000 Penalty: 5732.248047
	Iteration 37Q: 3 clusters Score -1.29694e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -12969404.000000 Penalty: 5732.248047
	Iteration 38Q: 3 clusters Score -1.29694e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -12969420.000000 Penalty: 5732.248047
	Iteration 39Q: 3 clusters Score -1.296942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100460 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -12969434.000000 Penalty: 5732.248047
	Iteration 40F: 3 clusters Score -1.296943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -12969435.000000 Penalty: 5732.248047
	Iteration 41Q: 3 clusters Score -1.296944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100539 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -12969435.000000 Penalty: 5732.248047
	Iteration 42Q: 3 clusters Score -1.296944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -12969431.000000 Penalty: 5732.248047
	Iteration 43Q: 3 clusters Score -1.296943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -12969433.000000 Penalty: 5732.248047
	Iteration 44Q: 3 clusters Score -1.296943e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -12969438.000000 Penalty: 5732.248047
	Iteration 45Q: 3 clusters Score -1.296944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -12969448.000000 Penalty: 5732.248047
	Iteration 46Q: 3 clusters Score -1.296945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100660 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -12969438.000000 Penalty: 5732.248047
	Iteration 47Q: 3 clusters Score -1.296944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -12969438.000000 Penalty: 5732.248047
	Iteration 48Q: 3 clusters Score -1.296944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -12969441.000000 Penalty: 5732.248047
	Iteration 49Q: 3 clusters Score -1.296944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -12969435.000000 Penalty: 5732.248047
	Iteration 50Q: 3 clusters Score -1.296944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -12969433.000000 Penalty: 5732.248047
	Iteration 51Q: 3 clusters Score -1.296943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -12969436.000000 Penalty: 5732.248047
	Iteration 52Q: 3 clusters Score -1.296944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -12969455.000000 Penalty: 5732.248047
	Iteration 53Q: 3 clusters Score -1.296946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -12969433.000000 Penalty: 5732.248047
	Iteration 54Q: 3 clusters Score -1.296943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -12969438.000000 Penalty: 5732.248047
	Iteration 55Q: 3 clusters Score -1.296944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100728 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -12969436.000000 Penalty: 5732.248047
	Iteration 56Q: 3 clusters Score -1.296944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -12969441.000000 Penalty: 5732.248047
	Iteration 57Q: 3 clusters Score -1.296944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100729 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -12969441.000000 Penalty: 5732.248047
	Iteration 58F: 3 clusters Score -1.296944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (113473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113473 members 
Entering Unmasked Estep 
Score: -14122804.000000 Penalty: 2886.551514
	Iteration 0F: 2 clusters Score -1.41228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -14047221.000000 Penalty: 5773.103027
	Iteration 0F: 3 clusters Score -1.404722e+07 nChanged 53458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -14077485.000000 Penalty: 5773.103027
	Iteration 1F: 3 clusters Score -1.407748e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -14078288.000000 Penalty: 5773.103027
	Iteration 2Q: 3 clusters Score -1.407829e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -14079233.000000 Penalty: 5773.103027
	Iteration 3Q: 3 clusters Score -1.407923e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -14080544.000000 Penalty: 5773.103027
	Iteration 4Q: 3 clusters Score -1.408054e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -14082414.000000 Penalty: 5773.103027
	Iteration 5Q: 3 clusters Score -1.408241e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -14084696.000000 Penalty: 5773.103027
	Iteration 6Q: 3 clusters Score -1.40847e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -14087408.000000 Penalty: 5773.103027
	Iteration 7F: 3 clusters Score -1.408741e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -14090986.000000 Penalty: 5773.103027
	Iteration 8F: 3 clusters Score -1.409099e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -14095029.000000 Penalty: 5773.103027
	Iteration 9F: 3 clusters Score -1.409503e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -14099685.000000 Penalty: 5773.103027
	Iteration 10F: 3 clusters Score -1.409968e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -14104793.000000 Penalty: 5773.103027
	Iteration 11F: 3 clusters Score -1.410479e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -14110025.000000 Penalty: 5773.103027
	Iteration 12F: 3 clusters Score -1.411002e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -14114152.000000 Penalty: 5773.103027
	Iteration 13Q: 3 clusters Score -1.411415e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -14117040.000000 Penalty: 5773.103027
	Iteration 14Q: 3 clusters Score -1.411704e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111667 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -14118705.000000 Penalty: 5773.103027
	Iteration 15Q: 3 clusters Score -1.41187e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14119531.000000 Penalty: 5773.103027
	Iteration 16Q: 3 clusters Score -1.411953e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112918 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -14119838.000000 Penalty: 5773.103027
	Iteration 17Q: 3 clusters Score -1.411984e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14120010.000000 Penalty: 5773.103027
	Iteration 18Q: 3 clusters Score -1.412001e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113121 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14120075.000000 Penalty: 5773.103027
	Iteration 19Q: 3 clusters Score -1.412008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113149 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14120124.000000 Penalty: 5773.103027
	Iteration 20F: 3 clusters Score -1.412012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113164 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14120146.000000 Penalty: 5773.103027
	Iteration 21Q: 3 clusters Score -1.412015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14120177.000000 Penalty: 5773.103027
	Iteration 22Q: 3 clusters Score -1.412018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14120191.000000 Penalty: 5773.103027
	Iteration 23Q: 3 clusters Score -1.412019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14120230.000000 Penalty: 5773.103027
	Iteration 24Q: 3 clusters Score -1.412023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14120233.000000 Penalty: 5773.103027
	Iteration 25Q: 3 clusters Score -1.412023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14120252.000000 Penalty: 5773.103027
	Iteration 26Q: 3 clusters Score -1.412025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113196 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -14120266.000000 Penalty: 5773.103027
	Iteration 27Q: 3 clusters Score -1.412027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14120266.000000 Penalty: 5773.103027
	Iteration 28Q: 3 clusters Score -1.412027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113197 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14120264.000000 Penalty: 5773.103027
	Iteration 29Q: 3 clusters Score -1.412026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14120261.000000 Penalty: 5773.103027
	Iteration 30Q: 3 clusters Score -1.412026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113198 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -14120261.000000 Penalty: 5773.103027
	Iteration 31F: 3 clusters Score -1.412026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Entering Unmasked Estep 
Score: -18945838.000000 Penalty: 2962.588623
	Iteration 0F: 2 clusters Score -1.894584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -18843406.000000 Penalty: 5925.177246
	Iteration 0F: 3 clusters Score -1.884341e+07 nChanged 73701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -18886742.000000 Penalty: 5925.177246
	Iteration 1F: 3 clusters Score -1.888674e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -18888658.000000 Penalty: 5925.177246
	Iteration 2Q: 3 clusters Score -1.888866e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -18891198.000000 Penalty: 5925.177246
	Iteration 3Q: 3 clusters Score -1.88912e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -18894652.000000 Penalty: 5925.177246
	Iteration 4Q: 3 clusters Score -1.889465e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -18898980.000000 Penalty: 5925.177246
	Iteration 5Q: 3 clusters Score -1.889898e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -18904196.000000 Penalty: 5925.177246
	Iteration 6F: 3 clusters Score -1.89042e+07 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 96442 members 
Entering Unmasked Estep 
Score: -18909708.000000 Penalty: 5925.177246
	Iteration 7F: 3 clusters Score -1.890971e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -18914868.000000 Penalty: 5925.177246
	Iteration 8F: 3 clusters Score -1.891487e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -18919140.000000 Penalty: 5925.177246
	Iteration 9F: 3 clusters Score -1.891914e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -18921986.000000 Penalty: 5925.177246
	Iteration 10Q: 3 clusters Score -1.892199e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -18923496.000000 Penalty: 5925.177246
	Iteration 11Q: 3 clusters Score -1.89235e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -18924434.000000 Penalty: 5925.177246
	Iteration 12Q: 3 clusters Score -1.892443e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -18924932.000000 Penalty: 5925.177246
	Iteration 13Q: 3 clusters Score -1.892493e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -18925314.000000 Penalty: 5925.177246
	Iteration 14Q: 3 clusters Score -1.892531e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 111444 members 
Entering Unmasked Estep 
Score: -18925794.000000 Penalty: 5925.177246
	Iteration 15Q: 3 clusters Score -1.892579e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -18926260.000000 Penalty: 5925.177246
	Iteration 16Q: 3 clusters Score -1.892626e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -18926760.000000 Penalty: 5925.177246
	Iteration 17Q: 3 clusters Score -1.892676e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 117702 members 
Entering Unmasked Estep 
Score: -18927350.000000 Penalty: 5925.177246
	Iteration 18Q: 3 clusters Score -1.892735e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 120169 members 
Entering Unmasked Estep 
Score: -18928098.000000 Penalty: 5925.177246
	Iteration 19Q: 3 clusters Score -1.89281e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 122835 members 
Entering Unmasked Estep 
Score: -18929008.000000 Penalty: 5925.177246
	Iteration 20F: 3 clusters Score -1.892901e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 125644 members 
Entering Unmasked Estep 
Score: -18930104.000000 Penalty: 5925.177246
	Iteration 21Q: 3 clusters Score -1.89301e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -18931340.000000 Penalty: 5925.177246
	Iteration 22Q: 3 clusters Score -1.893134e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 131438 members 
Entering Unmasked Estep 
Score: -18932728.000000 Penalty: 5925.177246
	Iteration 23Q: 3 clusters Score -1.893273e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -18934154.000000 Penalty: 5925.177246
	Iteration 24Q: 3 clusters Score -1.893415e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -18935574.000000 Penalty: 5925.177246
	Iteration 25Q: 3 clusters Score -1.893557e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -18937086.000000 Penalty: 5925.177246
	Iteration 26Q: 3 clusters Score -1.893709e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 142015 members 
Entering Unmasked Estep 
Score: -18938424.000000 Penalty: 5925.177246
	Iteration 27Q: 3 clusters Score -1.893842e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -18939500.000000 Penalty: 5925.177246
	Iteration 28Q: 3 clusters Score -1.89395e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -18940448.000000 Penalty: 5925.177246
	Iteration 29Q: 3 clusters Score -1.894045e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 146887 members 
Entering Unmasked Estep 
Score: -18941152.000000 Penalty: 5925.177246
	Iteration 30Q: 3 clusters Score -1.894115e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 147991 members 
Entering Unmasked Estep 
Score: -18941638.000000 Penalty: 5925.177246
	Iteration 31Q: 3 clusters Score -1.894164e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 148865 members 
Entering Unmasked Estep 
Score: -18941952.000000 Penalty: 5925.177246
	Iteration 32Q: 3 clusters Score -1.894195e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 149631 members 
Entering Unmasked Estep 
Score: -18942334.000000 Penalty: 5925.177246
	Iteration 33Q: 3 clusters Score -1.894233e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -18942534.000000 Penalty: 5925.177246
	Iteration 34Q: 3 clusters Score -1.894253e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 150710 members 
Entering Unmasked Estep 
Score: -18942748.000000 Penalty: 5925.177246
	Iteration 35Q: 3 clusters Score -1.894275e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 151072 members 
Entering Unmasked Estep 
Score: -18942954.000000 Penalty: 5925.177246
	Iteration 36Q: 3 clusters Score -1.894295e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 151364 members 
Entering Unmasked Estep 
Score: -18943036.000000 Penalty: 5925.177246
	Iteration 37Q: 3 clusters Score -1.894304e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -18943190.000000 Penalty: 5925.177246
	Iteration 38Q: 3 clusters Score -1.894319e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 151793 members 
Entering Unmasked Estep 
Score: -18943264.000000 Penalty: 5925.177246
	Iteration 39Q: 3 clusters Score -1.894326e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -18943370.000000 Penalty: 5925.177246
	Iteration 40F: 3 clusters Score -1.894337e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 152076 members 
Entering Unmasked Estep 
Score: -18943348.000000 Penalty: 5925.177246
	Iteration 41Q: 3 clusters Score -1.894335e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -18943402.000000 Penalty: 5925.177246
	Iteration 42Q: 3 clusters Score -1.89434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 152249 members 
Entering Unmasked Estep 
Score: -18943434.000000 Penalty: 5925.177246
	Iteration 43Q: 3 clusters Score -1.894343e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 152321 members 
Entering Unmasked Estep 
Score: -18943458.000000 Penalty: 5925.177246
	Iteration 44Q: 3 clusters Score -1.894346e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 152384 members 
Entering Unmasked Estep 
Score: -18943478.000000 Penalty: 5925.177246
	Iteration 45Q: 3 clusters Score -1.894348e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -18943508.000000 Penalty: 5925.177246
	Iteration 46Q: 3 clusters Score -1.894351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -18943492.000000 Penalty: 5925.177246
	Iteration 47Q: 3 clusters Score -1.894349e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -18943512.000000 Penalty: 5925.177246
	Iteration 48Q: 3 clusters Score -1.894351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 152560 members 
Entering Unmasked Estep 
Score: -18943508.000000 Penalty: 5925.177246
	Iteration 49Q: 3 clusters Score -1.894351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -18943542.000000 Penalty: 5925.177246
	Iteration 50Q: 3 clusters Score -1.894354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -18943536.000000 Penalty: 5925.177246
	Iteration 51Q: 3 clusters Score -1.894354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 152623 members 
Entering Unmasked Estep 
Score: -18943564.000000 Penalty: 5925.177246
	Iteration 52Q: 3 clusters Score -1.894356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -18943542.000000 Penalty: 5925.177246
	Iteration 53Q: 3 clusters Score -1.894354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 152650 members 
Entering Unmasked Estep 
Score: -18943534.000000 Penalty: 5925.177246
	Iteration 54Q: 3 clusters Score -1.894353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 152656 members 
Entering Unmasked Estep 
Score: -18943524.000000 Penalty: 5925.177246
	Iteration 55Q: 3 clusters Score -1.894352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -18943518.000000 Penalty: 5925.177246
	Iteration 56Q: 3 clusters Score -1.894352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -18943516.000000 Penalty: 5925.177246
	Iteration 57Q: 3 clusters Score -1.894352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -18943502.000000 Penalty: 5925.177246
	Iteration 58Q: 3 clusters Score -1.89435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 152683 members 
Entering Unmasked Estep 
Score: -18943508.000000 Penalty: 5925.177246
	Iteration 59Q: 3 clusters Score -1.894351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 152692 members 
Entering Unmasked Estep 
Score: -18943508.000000 Penalty: 5925.177246
	Iteration 60F: 3 clusters Score -1.894351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 152703 members 
Entering Unmasked Estep 
Score: -18943512.000000 Penalty: 5925.177246
	Iteration 61Q: 3 clusters Score -1.894351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -18943504.000000 Penalty: 5925.177246
	Iteration 62Q: 3 clusters Score -1.89435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 152722 members 
Entering Unmasked Estep 
Score: -18943510.000000 Penalty: 5925.177246
	Iteration 63Q: 3 clusters Score -1.894351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -18943514.000000 Penalty: 5925.177246
	Iteration 64Q: 3 clusters Score -1.894351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -18943522.000000 Penalty: 5925.177246
	Iteration 65Q: 3 clusters Score -1.894352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -18943526.000000 Penalty: 5925.177246
	Iteration 66Q: 3 clusters Score -1.894353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -18943526.000000 Penalty: 5925.177246
	Iteration 67F: 3 clusters Score -1.894353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -344358.281250 Penalty: 1967.936890
	Iteration 0F: 2 clusters Score -344358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -341210.125000 Penalty: 3935.873779
	Iteration 0F: 3 clusters Score -341210.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -341811.343750 Penalty: 3935.873779
	Iteration 1F: 3 clusters Score -341811.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -341968.468750 Penalty: 3935.873779
	Iteration 2F: 3 clusters Score -341968.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -342064.687500 Penalty: 3935.873779
	Iteration 3Q: 3 clusters Score -342064.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -342110.437500 Penalty: 3935.873779
	Iteration 4Q: 3 clusters Score -342110.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -342156.312500 Penalty: 3935.873779
	Iteration 5Q: 3 clusters Score -342156.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -342192.968750 Penalty: 3935.873779
	Iteration 6Q: 3 clusters Score -342193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -342221.781250 Penalty: 3935.873779
	Iteration 7Q: 3 clusters Score -342221.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -342240.250000 Penalty: 3935.873779
	Iteration 8Q: 3 clusters Score -342240.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -342250.218750 Penalty: 3935.873779
	Iteration 9Q: 3 clusters Score -342250.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -342258.093750 Penalty: 3935.873779
	Iteration 10Q: 3 clusters Score -342258.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -342267.968750 Penalty: 3935.873779
	Iteration 11Q: 3 clusters Score -342268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -342276.281250 Penalty: 3935.873779
	Iteration 12Q: 3 clusters Score -342276.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -342279.562500 Penalty: 3935.873779
	Iteration 13Q: 3 clusters Score -342279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342284.437500 Penalty: 3935.873779
	Iteration 14Q: 3 clusters Score -342284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -342286.656250 Penalty: 3935.873779
	Iteration 15Q: 3 clusters Score -342286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -342288.312500 Penalty: 3935.873779
	Iteration 16Q: 3 clusters Score -342288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -342289.375000 Penalty: 3935.873779
	Iteration 17Q: 3 clusters Score -342289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -342289.843750 Penalty: 3935.873779
	Iteration 18Q: 3 clusters Score -342289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -342290.156250 Penalty: 3935.873779
	Iteration 19Q: 3 clusters Score -342290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -342290.156250 Penalty: 3935.873779
	Iteration 20F: 3 clusters Score -342290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -1418991.000000 Penalty: 2323.037598
	Iteration 0F: 2 clusters Score -1418991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1410232.000000 Penalty: 4646.075195
	Iteration 0F: 3 clusters Score -1410232 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1412783.500000 Penalty: 4646.075195
	Iteration 1F: 3 clusters Score -1412784 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1413075.750000 Penalty: 4646.075195
	Iteration 2F: 3 clusters Score -1413076 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1413319.875000 Penalty: 4646.075195
	Iteration 3Q: 3 clusters Score -1413320 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1413527.000000 Penalty: 4646.075195
	Iteration 4Q: 3 clusters Score -1413527 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1413729.000000 Penalty: 4646.075195
	Iteration 5Q: 3 clusters Score -1413729 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1413941.375000 Penalty: 4646.075195
	Iteration 6Q: 3 clusters Score -1413941 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1414201.875000 Penalty: 4646.075195
	Iteration 7Q: 3 clusters Score -1414202 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1414514.125000 Penalty: 4646.075195
	Iteration 8Q: 3 clusters Score -1414514 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1414843.125000 Penalty: 4646.075195
	Iteration 9Q: 3 clusters Score -1414843 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1415192.000000 Penalty: 4646.075195
	Iteration 10Q: 3 clusters Score -1415192 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1415587.875000 Penalty: 4646.075195
	Iteration 11Q: 3 clusters Score -1415588 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1416046.000000 Penalty: 4646.075195
	Iteration 12Q: 3 clusters Score -1416046 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1416481.125000 Penalty: 4646.075195
	Iteration 13Q: 3 clusters Score -1416481 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1416815.250000 Penalty: 4646.075195
	Iteration 14Q: 3 clusters Score -1416815 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1417038.500000 Penalty: 4646.075195
	Iteration 15Q: 3 clusters Score -1417038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1417194.875000 Penalty: 4646.075195
	Iteration 16Q: 3 clusters Score -1417195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1417274.250000 Penalty: 4646.075195
	Iteration 17Q: 3 clusters Score -1417274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1417320.625000 Penalty: 4646.075195
	Iteration 18Q: 3 clusters Score -1417321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1417343.875000 Penalty: 4646.075195
	Iteration 19Q: 3 clusters Score -1417344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1417362.375000 Penalty: 4646.075195
	Iteration 20F: 3 clusters Score -1417362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1417381.750000 Penalty: 4646.075195
	Iteration 21Q: 3 clusters Score -1417382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1417393.250000 Penalty: 4646.075195
	Iteration 22Q: 3 clusters Score -1417393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1417404.875000 Penalty: 4646.075195
	Iteration 23Q: 3 clusters Score -1417405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1417409.500000 Penalty: 4646.075195
	Iteration 24Q: 3 clusters Score -1417410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1417413.750000 Penalty: 4646.075195
	Iteration 25Q: 3 clusters Score -1417414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1417415.750000 Penalty: 4646.075195
	Iteration 26Q: 3 clusters Score -1417416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1417417.750000 Penalty: 4646.075195
	Iteration 27Q: 3 clusters Score -1417418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1417423.625000 Penalty: 4646.075195
	Iteration 28Q: 3 clusters Score -1417424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1417420.875000 Penalty: 4646.075195
	Iteration 29Q: 3 clusters Score -1417421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1417422.875000 Penalty: 4646.075195
	Iteration 30Q: 3 clusters Score -1417423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1417423.375000 Penalty: 4646.075195
	Iteration 31Q: 3 clusters Score -1417423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1417428.875000 Penalty: 4646.075195
	Iteration 32Q: 3 clusters Score -1417429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1417427.500000 Penalty: 4646.075195
	Iteration 33Q: 3 clusters Score -1417428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1417430.375000 Penalty: 4646.075195
	Iteration 34Q: 3 clusters Score -1417430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1417430.625000 Penalty: 4646.075195
	Iteration 35Q: 3 clusters Score -1417431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1417431.000000 Penalty: 4646.075195
	Iteration 36Q: 3 clusters Score -1417431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1417431.500000 Penalty: 4646.075195
	Iteration 37Q: 3 clusters Score -1417432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1417428.875000 Penalty: 4646.075195
	Iteration 38Q: 3 clusters Score -1417429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1417428.875000 Penalty: 4646.075195
	Iteration 39F: 3 clusters Score -1417429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Entering Unmasked Estep 
Score: -2558005.000000 Penalty: 2470.924561
	Iteration 0F: 2 clusters Score -2558005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2543147.500000 Penalty: 4941.849121
	Iteration 0F: 3 clusters Score -2543148 nChanged 9298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2548073.000000 Penalty: 4941.849121
	Iteration 1F: 3 clusters Score -2548073 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2548450.000000 Penalty: 4941.849121
	Iteration 2F: 3 clusters Score -2548450 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2548785.500000 Penalty: 4941.849121
	Iteration 3Q: 3 clusters Score -2548786 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2549071.000000 Penalty: 4941.849121
	Iteration 4Q: 3 clusters Score -2549071 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2549325.250000 Penalty: 4941.849121
	Iteration 5Q: 3 clusters Score -2549325 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2549579.000000 Penalty: 4941.849121
	Iteration 6Q: 3 clusters Score -2549579 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2549843.750000 Penalty: 4941.849121
	Iteration 7Q: 3 clusters Score -2549844 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2550109.250000 Penalty: 4941.849121
	Iteration 8Q: 3 clusters Score -2550109 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2550444.250000 Penalty: 4941.849121
	Iteration 9Q: 3 clusters Score -2550444 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2550802.250000 Penalty: 4941.849121
	Iteration 10Q: 3 clusters Score -2550802 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2551279.250000 Penalty: 4941.849121
	Iteration 11Q: 3 clusters Score -2551279 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2551768.250000 Penalty: 4941.849121
	Iteration 12Q: 3 clusters Score -2551768 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2552270.500000 Penalty: 4941.849121
	Iteration 13Q: 3 clusters Score -2552270 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2552816.000000 Penalty: 4941.849121
	Iteration 14Q: 3 clusters Score -2552816 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2553331.500000 Penalty: 4941.849121
	Iteration 15Q: 3 clusters Score -2553332 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2553749.750000 Penalty: 4941.849121
	Iteration 16Q: 3 clusters Score -2553750 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2554092.000000 Penalty: 4941.849121
	Iteration 17Q: 3 clusters Score -2554092 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2554321.000000 Penalty: 4941.849121
	Iteration 18Q: 3 clusters Score -2554321 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2554512.750000 Penalty: 4941.849121
	Iteration 19Q: 3 clusters Score -2554513 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2554648.750000 Penalty: 4941.849121
	Iteration 20F: 3 clusters Score -2554649 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2554764.250000 Penalty: 4941.849121
	Iteration 21Q: 3 clusters Score -2554764 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2554852.500000 Penalty: 4941.849121
	Iteration 22Q: 3 clusters Score -2554852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2554945.750000 Penalty: 4941.849121
	Iteration 23Q: 3 clusters Score -2554946 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2555014.750000 Penalty: 4941.849121
	Iteration 24Q: 3 clusters Score -2555015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2555067.750000 Penalty: 4941.849121
	Iteration 25Q: 3 clusters Score -2555068 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2555112.000000 Penalty: 4941.849121
	Iteration 26Q: 3 clusters Score -2555112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2555151.500000 Penalty: 4941.849121
	Iteration 27Q: 3 clusters Score -2555152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2555205.250000 Penalty: 4941.849121
	Iteration 28Q: 3 clusters Score -2555205 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2555241.750000 Penalty: 4941.849121
	Iteration 29Q: 3 clusters Score -2555242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2555280.750000 Penalty: 4941.849121
	Iteration 30Q: 3 clusters Score -2555281 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2555305.000000 Penalty: 4941.849121
	Iteration 31Q: 3 clusters Score -2555305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2555329.250000 Penalty: 4941.849121
	Iteration 32Q: 3 clusters Score -2555329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2555360.000000 Penalty: 4941.849121
	Iteration 33Q: 3 clusters Score -2555360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2555372.750000 Penalty: 4941.849121
	Iteration 34Q: 3 clusters Score -2555373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2555390.250000 Penalty: 4941.849121
	Iteration 35Q: 3 clusters Score -2555390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2555409.250000 Penalty: 4941.849121
	Iteration 36Q: 3 clusters Score -2555409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2555438.000000 Penalty: 4941.849121
	Iteration 37Q: 3 clusters Score -2555438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2555467.000000 Penalty: 4941.849121
	Iteration 38Q: 3 clusters Score -2555467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2555476.500000 Penalty: 4941.849121
	Iteration 39Q: 3 clusters Score -2555476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2555491.250000 Penalty: 4941.849121
	Iteration 40F: 3 clusters Score -2555491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2555495.000000 Penalty: 4941.849121
	Iteration 41Q: 3 clusters Score -2555495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2555525.500000 Penalty: 4941.849121
	Iteration 42Q: 3 clusters Score -2555526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2555538.250000 Penalty: 4941.849121
	Iteration 43Q: 3 clusters Score -2555538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2555549.500000 Penalty: 4941.849121
	Iteration 44Q: 3 clusters Score -2555550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2555556.750000 Penalty: 4941.849121
	Iteration 45Q: 3 clusters Score -2555557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2555563.250000 Penalty: 4941.849121
	Iteration 46Q: 3 clusters Score -2555563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2555569.250000 Penalty: 4941.849121
	Iteration 47Q: 3 clusters Score -2555569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2555571.000000 Penalty: 4941.849121
	Iteration 48Q: 3 clusters Score -2555571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2555579.000000 Penalty: 4941.849121
	Iteration 49Q: 3 clusters Score -2555579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2555577.750000 Penalty: 4941.849121
	Iteration 50Q: 3 clusters Score -2555578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2555580.750000 Penalty: 4941.849121
	Iteration 51Q: 3 clusters Score -2555581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2555587.250000 Penalty: 4941.849121
	Iteration 52Q: 3 clusters Score -2555587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2555589.500000 Penalty: 4941.849121
	Iteration 53Q: 3 clusters Score -2555590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2555600.000000 Penalty: 4941.849121
	Iteration 54Q: 3 clusters Score -2555600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2555603.750000 Penalty: 4941.849121
	Iteration 55Q: 3 clusters Score -2555604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2555614.250000 Penalty: 4941.849121
	Iteration 56Q: 3 clusters Score -2555614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2555614.250000 Penalty: 4941.849121
	Iteration 57Q: 3 clusters Score -2555614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2555618.000000 Penalty: 4941.849121
	Iteration 58Q: 3 clusters Score -2555618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2555623.000000 Penalty: 4941.849121
	Iteration 59Q: 3 clusters Score -2555623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2555630.750000 Penalty: 4941.849121
	Iteration 60F: 3 clusters Score -2555631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2555629.750000 Penalty: 4941.849121
	Iteration 61Q: 3 clusters Score -2555630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2555629.000000 Penalty: 4941.849121
	Iteration 62Q: 3 clusters Score -2555629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2555626.750000 Penalty: 4941.849121
	Iteration 63Q: 3 clusters Score -2555627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2555628.250000 Penalty: 4941.849121
	Iteration 64Q: 3 clusters Score -2555628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2555630.000000 Penalty: 4941.849121
	Iteration 65Q: 3 clusters Score -2555630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2555634.750000 Penalty: 4941.849121
	Iteration 66Q: 3 clusters Score -2555635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2555638.000000 Penalty: 4941.849121
	Iteration 67Q: 3 clusters Score -2555638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2555645.500000 Penalty: 4941.849121
	Iteration 68Q: 3 clusters Score -2555646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2555654.250000 Penalty: 4941.849121
	Iteration 69Q: 3 clusters Score -2555654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2555653.500000 Penalty: 4941.849121
	Iteration 70Q: 3 clusters Score -2555654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2555660.250000 Penalty: 4941.849121
	Iteration 71Q: 3 clusters Score -2555660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2555672.750000 Penalty: 4941.849121
	Iteration 72Q: 3 clusters Score -2555673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2555682.750000 Penalty: 4941.849121
	Iteration 73Q: 3 clusters Score -2555683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2555689.250000 Penalty: 4941.849121
	Iteration 74Q: 3 clusters Score -2555689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2555693.250000 Penalty: 4941.849121
	Iteration 75Q: 3 clusters Score -2555693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2555698.250000 Penalty: 4941.849121
	Iteration 76Q: 3 clusters Score -2555698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2555704.750000 Penalty: 4941.849121
	Iteration 77Q: 3 clusters Score -2555705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2555704.750000 Penalty: 4941.849121
	Iteration 78Q: 3 clusters Score -2555705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2555709.500000 Penalty: 4941.849121
	Iteration 79Q: 3 clusters Score -2555710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2555711.000000 Penalty: 4941.849121
	Iteration 80F: 3 clusters Score -2555711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2555713.250000 Penalty: 4941.849121
	Iteration 81Q: 3 clusters Score -2555713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2555718.250000 Penalty: 4941.849121
	Iteration 82Q: 3 clusters Score -2555718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2555718.750000 Penalty: 4941.849121
	Iteration 83Q: 3 clusters Score -2555719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2555722.250000 Penalty: 4941.849121
	Iteration 84Q: 3 clusters Score -2555722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2555725.250000 Penalty: 4941.849121
	Iteration 85Q: 3 clusters Score -2555725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2555725.750000 Penalty: 4941.849121
	Iteration 86Q: 3 clusters Score -2555726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2555729.750000 Penalty: 4941.849121
	Iteration 87Q: 3 clusters Score -2555730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2555734.000000 Penalty: 4941.849121
	Iteration 88Q: 3 clusters Score -2555734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2555736.250000 Penalty: 4941.849121
	Iteration 89Q: 3 clusters Score -2555736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2555741.500000 Penalty: 4941.849121
	Iteration 90Q: 3 clusters Score -2555742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2555745.250000 Penalty: 4941.849121
	Iteration 91Q: 3 clusters Score -2555745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2555755.750000 Penalty: 4941.849121
	Iteration 92Q: 3 clusters Score -2555756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2555757.000000 Penalty: 4941.849121
	Iteration 93Q: 3 clusters Score -2555757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2555759.750000 Penalty: 4941.849121
	Iteration 94Q: 3 clusters Score -2555760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2555764.250000 Penalty: 4941.849121
	Iteration 95Q: 3 clusters Score -2555764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2555765.250000 Penalty: 4941.849121
	Iteration 96Q: 3 clusters Score -2555765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2555765.750000 Penalty: 4941.849121
	Iteration 97Q: 3 clusters Score -2555766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2555766.000000 Penalty: 4941.849121
	Iteration 98Q: 3 clusters Score -2555766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2555769.750000 Penalty: 4941.849121
	Iteration 99Q: 3 clusters Score -2555770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2555769.500000 Penalty: 4941.849121
	Iteration 100F: 3 clusters Score -2555770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2555769.500000 Penalty: 4941.849121
	Iteration 101Q: 3 clusters Score -2555770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2555771.750000 Penalty: 4941.849121
	Iteration 102Q: 3 clusters Score -2555772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2555771.250000 Penalty: 4941.849121
	Iteration 103Q: 3 clusters Score -2555771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2555773.750000 Penalty: 4941.849121
	Iteration 104Q: 3 clusters Score -2555774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2555773.750000 Penalty: 4941.849121
	Iteration 105Q: 3 clusters Score -2555774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2555776.750000 Penalty: 4941.849121
	Iteration 106Q: 3 clusters Score -2555777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2555776.750000 Penalty: 4941.849121
	Iteration 107F: 3 clusters Score -2555777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -158614.828125 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -158614.8 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 660 members 
Entering Unmasked Estep 
Score: -156441.625000 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -156441.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -156795.531250 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -156795.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156901.578125 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -156901.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156950.937500 Penalty: 3565.078125
	Iteration 3Q: 3 clusters Score -156950.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156980.546875 Penalty: 3565.078125
	Iteration 4Q: 3 clusters Score -156980.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157001.187500 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -157001.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157023.484375 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -157023.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157038.687500 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -157038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157048.968750 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -157049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -157051.390625 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -157051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -157052.296875 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -157052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157054.046875 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -157054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157054.703125 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -157054.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157054.703125 Penalty: 3565.078125
	Iteration 13F: 3 clusters Score -157054.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 425 members 
Entering Unmasked Estep 
Score: -98954.976562 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98954.98 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99217.835938 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99217.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99296.046875 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99296.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99352.320312 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99352.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99411.460938 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99411.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99472.218750 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99472.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99559.835938 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99559.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99660.851562 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99660.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99773.273438 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99773.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99842.789062 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99842.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99860.437500 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99860.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99877.429688 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99877.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99905.000000 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99932.796875 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99950.687500 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99950.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99965.656250 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99965.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99982.679688 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99982.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99990.734375 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99990.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99999.843750 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -99999.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -100017.546875 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -100017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100032.250000 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -100032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100055.640625 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -100055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100063.335938 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -100063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100068.578125 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -100068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -100078.125000 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -100078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -100091.265625 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -100091.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100095.953125 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -100096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100104.875000 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -100104.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100111.078125 Penalty: 3372.331787
	Iteration 28Q: 3 clusters Score -100111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -100124.750000 Penalty: 3372.331787
	Iteration 29Q: 3 clusters Score -100124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100138.851562 Penalty: 3372.331787
	Iteration 30Q: 3 clusters Score -100138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100157.046875 Penalty: 3372.331787
	Iteration 31Q: 3 clusters Score -100157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100195.750000 Penalty: 3372.331787
	Iteration 32Q: 3 clusters Score -100195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100248.062500 Penalty: 3372.331787
	Iteration 33Q: 3 clusters Score -100248.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100282.898438 Penalty: 3372.331787
	Iteration 34Q: 3 clusters Score -100282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100300.757812 Penalty: 3372.331787
	Iteration 35Q: 3 clusters Score -100300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100304.640625 Penalty: 3372.331787
	Iteration 36Q: 3 clusters Score -100304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -100304.640625 Penalty: 3372.331787
	Iteration 37F: 3 clusters Score -100304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Entering Unmasked Estep 
Score: -11147983.000000 Penalty: 2838.710205
	Iteration 0F: 2 clusters Score -1.114798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -11085624.000000 Penalty: 5677.420410
	Iteration 0F: 3 clusters Score -1.108562e+07 nChanged 44129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -11110482.000000 Penalty: 5677.420410
	Iteration 1F: 3 clusters Score -1.111048e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -11111251.000000 Penalty: 5677.420410
	Iteration 2Q: 3 clusters Score -1.111125e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -11112372.000000 Penalty: 5677.420410
	Iteration 3Q: 3 clusters Score -1.111237e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56776 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -11114153.000000 Penalty: 5677.420410
	Iteration 4Q: 3 clusters Score -1.111415e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61672 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -11117225.000000 Penalty: 5677.420410
	Iteration 5F: 3 clusters Score -1.111722e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -11122295.000000 Penalty: 5677.420410
	Iteration 6F: 3 clusters Score -1.11223e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -11129557.000000 Penalty: 5677.420410
	Iteration 7F: 3 clusters Score -1.112956e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -11136797.000000 Penalty: 5677.420410
	Iteration 8F: 3 clusters Score -1.11368e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -11141874.000000 Penalty: 5677.420410
	Iteration 9F: 3 clusters Score -1.114187e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11144241.000000 Penalty: 5677.420410
	Iteration 10Q: 3 clusters Score -1.114424e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11145044.000000 Penalty: 5677.420410
	Iteration 11Q: 3 clusters Score -1.114504e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92975 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11145319.000000 Penalty: 5677.420410
	Iteration 12Q: 3 clusters Score -1.114532e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11145408.000000 Penalty: 5677.420410
	Iteration 13Q: 3 clusters Score -1.114541e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11145476.000000 Penalty: 5677.420410
	Iteration 14Q: 3 clusters Score -1.114548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11145508.000000 Penalty: 5677.420410
	Iteration 15Q: 3 clusters Score -1.114551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -11145537.000000 Penalty: 5677.420410
	Iteration 16Q: 3 clusters Score -1.114554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -11145564.000000 Penalty: 5677.420410
	Iteration 17Q: 3 clusters Score -1.114556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11145578.000000 Penalty: 5677.420410
	Iteration 18Q: 3 clusters Score -1.114558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11145581.000000 Penalty: 5677.420410
	Iteration 19Q: 3 clusters Score -1.114558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11145590.000000 Penalty: 5677.420410
	Iteration 20F: 3 clusters Score -1.114559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11145594.000000 Penalty: 5677.420410
	Iteration 21Q: 3 clusters Score -1.114559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11145596.000000 Penalty: 5677.420410
	Iteration 22Q: 3 clusters Score -1.11456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11145594.000000 Penalty: 5677.420410
	Iteration 23Q: 3 clusters Score -1.114559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11145600.000000 Penalty: 5677.420410
	Iteration 24Q: 3 clusters Score -1.11456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11145618.000000 Penalty: 5677.420410
	Iteration 25Q: 3 clusters Score -1.114562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93243 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11145613.000000 Penalty: 5677.420410
	Iteration 26Q: 3 clusters Score -1.114561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11145621.000000 Penalty: 5677.420410
	Iteration 27Q: 3 clusters Score -1.114562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -11145621.000000 Penalty: 5677.420410
	Iteration 28F: 3 clusters Score -1.114562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Entering Unmasked Estep 
Score: -1925441.750000 Penalty: 2393.570557
	Iteration 0F: 2 clusters Score -1925442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1914234.125000 Penalty: 4787.141113
	Iteration 0F: 3 clusters Score -1914234 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1917721.250000 Penalty: 4787.141113
	Iteration 1F: 3 clusters Score -1917721 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1918055.375000 Penalty: 4787.141113
	Iteration 2F: 3 clusters Score -1918055 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1918288.125000 Penalty: 4787.141113
	Iteration 3Q: 3 clusters Score -1918288 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1918468.625000 Penalty: 4787.141113
	Iteration 4Q: 3 clusters Score -1918469 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1918606.250000 Penalty: 4787.141113
	Iteration 5Q: 3 clusters Score -1918606 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1918710.250000 Penalty: 4787.141113
	Iteration 6Q: 3 clusters Score -1918710 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1918794.250000 Penalty: 4787.141113
	Iteration 7Q: 3 clusters Score -1918794 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1918865.875000 Penalty: 4787.141113
	Iteration 8Q: 3 clusters Score -1918866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1918910.000000 Penalty: 4787.141113
	Iteration 9Q: 3 clusters Score -1918910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1918950.000000 Penalty: 4787.141113
	Iteration 10Q: 3 clusters Score -1918950 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1918972.625000 Penalty: 4787.141113
	Iteration 11Q: 3 clusters Score -1918973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1918996.625000 Penalty: 4787.141113
	Iteration 12Q: 3 clusters Score -1918997 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1919014.500000 Penalty: 4787.141113
	Iteration 13Q: 3 clusters Score -1919014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1919025.375000 Penalty: 4787.141113
	Iteration 14Q: 3 clusters Score -1919025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1919042.125000 Penalty: 4787.141113
	Iteration 15Q: 3 clusters Score -1919042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1919060.500000 Penalty: 4787.141113
	Iteration 16Q: 3 clusters Score -1919060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1919068.875000 Penalty: 4787.141113
	Iteration 17Q: 3 clusters Score -1919069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1919087.125000 Penalty: 4787.141113
	Iteration 18Q: 3 clusters Score -1919087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1919096.625000 Penalty: 4787.141113
	Iteration 19Q: 3 clusters Score -1919097 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1919112.000000 Penalty: 4787.141113
	Iteration 20F: 3 clusters Score -1919112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1919121.750000 Penalty: 4787.141113
	Iteration 21Q: 3 clusters Score -1919122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1919133.625000 Penalty: 4787.141113
	Iteration 22Q: 3 clusters Score -1919134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1919147.125000 Penalty: 4787.141113
	Iteration 23Q: 3 clusters Score -1919147 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1919164.875000 Penalty: 4787.141113
	Iteration 24Q: 3 clusters Score -1919165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1919179.000000 Penalty: 4787.141113
	Iteration 25Q: 3 clusters Score -1919179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1919197.625000 Penalty: 4787.141113
	Iteration 26Q: 3 clusters Score -1919198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1919213.375000 Penalty: 4787.141113
	Iteration 27Q: 3 clusters Score -1919213 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1919233.875000 Penalty: 4787.141113
	Iteration 28Q: 3 clusters Score -1919234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1919262.250000 Penalty: 4787.141113
	Iteration 29Q: 3 clusters Score -1919262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1919281.750000 Penalty: 4787.141113
	Iteration 30Q: 3 clusters Score -1919282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1919310.625000 Penalty: 4787.141113
	Iteration 31Q: 3 clusters Score -1919311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1919342.750000 Penalty: 4787.141113
	Iteration 32Q: 3 clusters Score -1919343 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1919402.250000 Penalty: 4787.141113
	Iteration 33Q: 3 clusters Score -1919402 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1919471.750000 Penalty: 4787.141113
	Iteration 34Q: 3 clusters Score -1919472 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1919577.125000 Penalty: 4787.141113
	Iteration 35Q: 3 clusters Score -1919577 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1919733.250000 Penalty: 4787.141113
	Iteration 36Q: 3 clusters Score -1919733 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1919917.500000 Penalty: 4787.141113
	Iteration 37Q: 3 clusters Score -1919918 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1920147.875000 Penalty: 4787.141113
	Iteration 38Q: 3 clusters Score -1920148 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1920452.125000 Penalty: 4787.141113
	Iteration 39Q: 3 clusters Score -1920452 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1920810.375000 Penalty: 4787.141113
	Iteration 40F: 3 clusters Score -1920810 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1921163.500000 Penalty: 4787.141113
	Iteration 41Q: 3 clusters Score -1921164 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1921466.125000 Penalty: 4787.141113
	Iteration 42Q: 3 clusters Score -1921466 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1921706.375000 Penalty: 4787.141113
	Iteration 43Q: 3 clusters Score -1921706 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1921878.125000 Penalty: 4787.141113
	Iteration 44Q: 3 clusters Score -1921878 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1921991.625000 Penalty: 4787.141113
	Iteration 45Q: 3 clusters Score -1921992 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1922087.125000 Penalty: 4787.141113
	Iteration 46Q: 3 clusters Score -1922087 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1922168.250000 Penalty: 4787.141113
	Iteration 47Q: 3 clusters Score -1922168 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1922257.125000 Penalty: 4787.141113
	Iteration 48Q: 3 clusters Score -1922257 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1922342.000000 Penalty: 4787.141113
	Iteration 49Q: 3 clusters Score -1922342 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1922435.000000 Penalty: 4787.141113
	Iteration 50Q: 3 clusters Score -1922435 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1922498.250000 Penalty: 4787.141113
	Iteration 51Q: 3 clusters Score -1922498 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1922562.500000 Penalty: 4787.141113
	Iteration 52Q: 3 clusters Score -1922562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1922621.750000 Penalty: 4787.141113
	Iteration 53Q: 3 clusters Score -1922622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1922665.250000 Penalty: 4787.141113
	Iteration 54Q: 3 clusters Score -1922665 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1922690.125000 Penalty: 4787.141113
	Iteration 55Q: 3 clusters Score -1922690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1922706.625000 Penalty: 4787.141113
	Iteration 56Q: 3 clusters Score -1922707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1922724.625000 Penalty: 4787.141113
	Iteration 57Q: 3 clusters Score -1922725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1922730.250000 Penalty: 4787.141113
	Iteration 58Q: 3 clusters Score -1922730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1922729.500000 Penalty: 4787.141113
	Iteration 59Q: 3 clusters Score -1922730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1922734.500000 Penalty: 4787.141113
	Iteration 60F: 3 clusters Score -1922734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1922732.250000 Penalty: 4787.141113
	Iteration 61Q: 3 clusters Score -1922732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1922738.375000 Penalty: 4787.141113
	Iteration 62Q: 3 clusters Score -1922738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1922740.125000 Penalty: 4787.141113
	Iteration 63Q: 3 clusters Score -1922740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1922744.375000 Penalty: 4787.141113
	Iteration 64Q: 3 clusters Score -1922744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1922743.000000 Penalty: 4787.141113
	Iteration 65Q: 3 clusters Score -1922743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1922746.000000 Penalty: 4787.141113
	Iteration 66Q: 3 clusters Score -1922746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1922743.250000 Penalty: 4787.141113
	Iteration 67Q: 3 clusters Score -1922743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1922743.875000 Penalty: 4787.141113
	Iteration 68Q: 3 clusters Score -1922744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1922747.125000 Penalty: 4787.141113
	Iteration 69Q: 3 clusters Score -1922747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1922748.500000 Penalty: 4787.141113
	Iteration 70Q: 3 clusters Score -1922748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1922749.750000 Penalty: 4787.141113
	Iteration 71Q: 3 clusters Score -1922750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1922744.875000 Penalty: 4787.141113
	Iteration 72Q: 3 clusters Score -1922745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1922744.875000 Penalty: 4787.141113
	Iteration 73F: 3 clusters Score -1922745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -109869.320312 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -109869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107951.546875 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -107951.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -108296.132812 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -108296.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108455.718750 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -108455.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -108556.937500 Penalty: 3410.627197
	Iteration 3F: 3 clusters Score -108556.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108651.023438 Penalty: 3410.627197
	Iteration 4F: 3 clusters Score -108651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -108735.835938 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -108735.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108832.093750 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -108832.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108904.468750 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -108904.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108939.929688 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -108939.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -108965.796875 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -108965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -108980.656250 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -108980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -108990.492188 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -108990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -108998.789062 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -108998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109002.296875 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -109002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109003.437500 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -109003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109006.765625 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -109006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109017.781250 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -109017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109032.953125 Penalty: 3410.627197
	Iteration 17Q: 3 clusters Score -109033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109040.007812 Penalty: 3410.627197
	Iteration 18Q: 3 clusters Score -109040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109045.976562 Penalty: 3410.627197
	Iteration 19Q: 3 clusters Score -109046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109054.078125 Penalty: 3410.627197
	Iteration 20F: 3 clusters Score -109054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -109061.195312 Penalty: 3410.627197
	Iteration 21Q: 3 clusters Score -109061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -109070.812500 Penalty: 3410.627197
	Iteration 22Q: 3 clusters Score -109070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -109077.679688 Penalty: 3410.627197
	Iteration 23Q: 3 clusters Score -109077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109083.562500 Penalty: 3410.627197
	Iteration 24Q: 3 clusters Score -109083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109086.820312 Penalty: 3410.627197
	Iteration 25Q: 3 clusters Score -109086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109086.820312 Penalty: 3410.627197
	Iteration 26F: 3 clusters Score -109086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 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 446 members 
Entering Unmasked Estep 
Score: -96033.062500 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96033.06 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96488.453125 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96488.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -96671.757812 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96671.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96826.390625 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96826.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97031.226562 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97031.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97225.500000 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97225.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97328.140625 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97328.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97393.640625 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97393.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97442.710938 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97442.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -97487.601562 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97487.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -97545.593750 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97545.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97597.093750 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97597.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97626.296875 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97626.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -97652.390625 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97652.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -97690.148438 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97690.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97733.609375 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97733.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97799.539062 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -97799.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -97850.390625 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -97850.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97913.390625 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -97913.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97938.781250 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -97938.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97955.234375 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -97955.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97979.257812 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -97979.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -98005.156250 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -98005.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -98019.710938 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -98019.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -98030.039062 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -98030.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98036.640625 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -98036.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -98036.640625 Penalty: 3376.735596
	Iteration 26F: 3 clusters Score -98036.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 198187 members 
Mstep: Class 4 contains 10637 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199464 members 
Mstep: Class 7 contains 85165 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 54973 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 219791 members 
Mstep: Class 13 contains 92368 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 104501 members 
Mstep: Class 16 contains 113473 members 
Mstep: Class 17 contains 154187 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 11697 members 
Mstep: Class 20 contains 21235 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93565 members 
Mstep: Class 24 contains 15545 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 196179 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 603 members 
Entering Unmasked Estep 
Score: -194717728.000000 Penalty: 106339.234375
Splitting cluster 26 changes total score from -194719792.000000 to -194717728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -776598.562500 Penalty: 2183.398193
	Iteration 0F: 2 clusters Score -776598.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -771008.312500 Penalty: 4366.796387
	Iteration 0F: 3 clusters Score -771008.3 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -772519.687500 Penalty: 4366.796387
	Iteration 1F: 3 clusters Score -772519.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -772859.937500 Penalty: 4366.796387
	Iteration 2F: 3 clusters Score -772859.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -773120.125000 Penalty: 4366.796387
	Iteration 3F: 3 clusters Score -773120.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -773339.750000 Penalty: 4366.796387
	Iteration 4F: 3 clusters Score -773339.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -773573.687500 Penalty: 4366.796387
	Iteration 5Q: 3 clusters Score -773573.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -773781.437500 Penalty: 4366.796387
	Iteration 6Q: 3 clusters Score -773781.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -773963.375000 Penalty: 4366.796387
	Iteration 7Q: 3 clusters Score -773963.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -774120.125000 Penalty: 4366.796387
	Iteration 8Q: 3 clusters Score -774120.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -774220.187500 Penalty: 4366.796387
	Iteration 9Q: 3 clusters Score -774220.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -774304.875000 Penalty: 4366.796387
	Iteration 10Q: 3 clusters Score -774304.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -774372.312500 Penalty: 4366.796387
	Iteration 11Q: 3 clusters Score -774372.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -774438.500000 Penalty: 4366.796387
	Iteration 12Q: 3 clusters Score -774438.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -774506.375000 Penalty: 4366.796387
	Iteration 13Q: 3 clusters Score -774506.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -774558.625000 Penalty: 4366.796387
	Iteration 14Q: 3 clusters Score -774558.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -774612.125000 Penalty: 4366.796387
	Iteration 15Q: 3 clusters Score -774612.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -774670.500000 Penalty: 4366.796387
	Iteration 16Q: 3 clusters Score -774670.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -774733.625000 Penalty: 4366.796387
	Iteration 17Q: 3 clusters Score -774733.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -774796.812500 Penalty: 4366.796387
	Iteration 18Q: 3 clusters Score -774796.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -774857.562500 Penalty: 4366.796387
	Iteration 19Q: 3 clusters Score -774857.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -774922.750000 Penalty: 4366.796387
	Iteration 20F: 3 clusters Score -774922.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -774994.687500 Penalty: 4366.796387
	Iteration 21Q: 3 clusters Score -774994.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -775071.625000 Penalty: 4366.796387
	Iteration 22Q: 3 clusters Score -775071.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -775142.000000 Penalty: 4366.796387
	Iteration 23Q: 3 clusters Score -775142 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -775221.437500 Penalty: 4366.796387
	Iteration 24Q: 3 clusters Score -775221.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -775296.500000 Penalty: 4366.796387
	Iteration 25Q: 3 clusters Score -775296.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -775369.000000 Penalty: 4366.796387
	Iteration 26Q: 3 clusters Score -775369 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -775435.250000 Penalty: 4366.796387
	Iteration 27Q: 3 clusters Score -775435.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -775493.812500 Penalty: 4366.796387
	Iteration 28Q: 3 clusters Score -775493.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -775543.312500 Penalty: 4366.796387
	Iteration 29Q: 3 clusters Score -775543.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -775582.312500 Penalty: 4366.796387
	Iteration 30Q: 3 clusters Score -775582.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -775614.125000 Penalty: 4366.796387
	Iteration 31Q: 3 clusters Score -775614.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -775639.625000 Penalty: 4366.796387
	Iteration 32Q: 3 clusters Score -775639.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -775673.625000 Penalty: 4366.796387
	Iteration 33Q: 3 clusters Score -775673.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -775705.500000 Penalty: 4366.796387
	Iteration 34Q: 3 clusters Score -775705.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -775742.312500 Penalty: 4366.796387
	Iteration 35Q: 3 clusters Score -775742.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -775775.562500 Penalty: 4366.796387
	Iteration 36Q: 3 clusters Score -775775.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -775811.625000 Penalty: 4366.796387
	Iteration 37Q: 3 clusters Score -775811.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -775860.562500 Penalty: 4366.796387
	Iteration 38Q: 3 clusters Score -775860.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -775917.250000 Penalty: 4366.796387
	Iteration 39Q: 3 clusters Score -775917.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -775971.000000 Penalty: 4366.796387
	Iteration 40F: 3 clusters Score -775971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -776025.312500 Penalty: 4366.796387
	Iteration 41Q: 3 clusters Score -776025.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -776066.687500 Penalty: 4366.796387
	Iteration 42Q: 3 clusters Score -776066.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -776102.437500 Penalty: 4366.796387
	Iteration 43Q: 3 clusters Score -776102.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -776121.375000 Penalty: 4366.796387
	Iteration 44Q: 3 clusters Score -776121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -776134.437500 Penalty: 4366.796387
	Iteration 45Q: 3 clusters Score -776134.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -776145.562500 Penalty: 4366.796387
	Iteration 46Q: 3 clusters Score -776145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -776145.500000 Penalty: 4366.796387
	Iteration 47Q: 3 clusters Score -776145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -776145.000000 Penalty: 4366.796387
	Iteration 48Q: 3 clusters Score -776145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -776145.000000 Penalty: 4366.796387
	Iteration 49F: 3 clusters Score -776145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (196179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196179 members 
Entering Unmasked Estep 
Score: -24232448.000000 Penalty: 3022.322266
	Iteration 0F: 2 clusters Score -2.423245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -24110940.000000 Penalty: 6044.644531
	Iteration 0F: 3 clusters Score -2.411094e+07 nChanged 94214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -24167648.000000 Penalty: 6044.644531
	Iteration 1F: 3 clusters Score -2.416765e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -24169674.000000 Penalty: 6044.644531
	Iteration 2Q: 3 clusters Score -2.416967e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 108360 members 
Entering Unmasked Estep 
Score: -24172518.000000 Penalty: 6044.644531
	Iteration 3Q: 3 clusters Score -2.417252e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -24176368.000000 Penalty: 6044.644531
	Iteration 4Q: 3 clusters Score -2.417637e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -24181940.000000 Penalty: 6044.644531
	Iteration 5F: 3 clusters Score -2.418194e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 131163 members 
Entering Unmasked Estep 
Score: -24189104.000000 Penalty: 6044.644531
	Iteration 6F: 3 clusters Score -2.41891e+07 nChanged 13005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 142324 members 
Entering Unmasked Estep 
Score: -24197362.000000 Penalty: 6044.644531
	Iteration 7F: 3 clusters Score -2.419736e+07 nChanged 12858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -24206002.000000 Penalty: 6044.644531
	Iteration 8F: 3 clusters Score -2.4206e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 166327 members 
Entering Unmasked Estep 
Score: -24213730.000000 Penalty: 6044.644531
	Iteration 9F: 3 clusters Score -2.421373e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 177262 members 
Entering Unmasked Estep 
Score: -24219830.000000 Penalty: 6044.644531
	Iteration 10F: 3 clusters Score -2.421983e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 185381 members 
Entering Unmasked Estep 
Score: -24224094.000000 Penalty: 6044.644531
	Iteration 11Q: 3 clusters Score -2.422409e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 190561 members 
Entering Unmasked Estep 
Score: -24226948.000000 Penalty: 6044.644531
	Iteration 12Q: 3 clusters Score -2.422695e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 193398 members 
Entering Unmasked Estep 
Score: -24228324.000000 Penalty: 6044.644531
	Iteration 13Q: 3 clusters Score -2.422832e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 194765 members 
Entering Unmasked Estep 
Score: -24228988.000000 Penalty: 6044.644531
	Iteration 14Q: 3 clusters Score -2.422899e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 195354 members 
Entering Unmasked Estep 
Score: -24229388.000000 Penalty: 6044.644531
	Iteration 15Q: 3 clusters Score -2.422939e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 195604 members 
Entering Unmasked Estep 
Score: -24229570.000000 Penalty: 6044.644531
	Iteration 16Q: 3 clusters Score -2.422957e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 195710 members 
Entering Unmasked Estep 
Score: -24229656.000000 Penalty: 6044.644531
	Iteration 17Q: 3 clusters Score -2.422966e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 195767 members 
Entering Unmasked Estep 
Score: -24229728.000000 Penalty: 6044.644531
	Iteration 18Q: 3 clusters Score -2.422973e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 195797 members 
Entering Unmasked Estep 
Score: -24229782.000000 Penalty: 6044.644531
	Iteration 19Q: 3 clusters Score -2.422978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 195809 members 
Entering Unmasked Estep 
Score: -24229818.000000 Penalty: 6044.644531
	Iteration 20F: 3 clusters Score -2.422982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -24229842.000000 Penalty: 6044.644531
	Iteration 21Q: 3 clusters Score -2.422984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 195830 members 
Entering Unmasked Estep 
Score: -24229856.000000 Penalty: 6044.644531
	Iteration 22Q: 3 clusters Score -2.422986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 195836 members 
Entering Unmasked Estep 
Score: -24229870.000000 Penalty: 6044.644531
	Iteration 23Q: 3 clusters Score -2.422987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 195842 members 
Entering Unmasked Estep 
Score: -24229880.000000 Penalty: 6044.644531
	Iteration 24Q: 3 clusters Score -2.422988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195850 members 
Entering Unmasked Estep 
Score: -24229874.000000 Penalty: 6044.644531
	Iteration 25Q: 3 clusters Score -2.422987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 195852 members 
Entering Unmasked Estep 
Score: -24229862.000000 Penalty: 6044.644531
	Iteration 26Q: 3 clusters Score -2.422986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 195854 members 
Entering Unmasked Estep 
Score: -24229868.000000 Penalty: 6044.644531
	Iteration 27Q: 3 clusters Score -2.422987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 195856 members 
Entering Unmasked Estep 
Score: -24229878.000000 Penalty: 6044.644531
	Iteration 28Q: 3 clusters Score -2.422988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 195860 members 
Entering Unmasked Estep 
Score: -24229880.000000 Penalty: 6044.644531
	Iteration 29Q: 3 clusters Score -2.422988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 195861 members 
Entering Unmasked Estep 
Score: -24229878.000000 Penalty: 6044.644531
	Iteration 30Q: 3 clusters Score -2.422988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -24229876.000000 Penalty: 6044.644531
	Iteration 31Q: 3 clusters Score -2.422988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 195864 members 
Entering Unmasked Estep 
Score: -24229902.000000 Penalty: 6044.644531
	Iteration 32Q: 3 clusters Score -2.42299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 195864 members 
Entering Unmasked Estep 
Score: -24229882.000000 Penalty: 6044.644531
	Iteration 33Q: 3 clusters Score -2.422988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 195864 members 
Entering Unmasked Estep 
Score: -24229882.000000 Penalty: 6044.644531
	Iteration 34F: 3 clusters Score -2.422988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 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: -41754.375000 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41754.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41914.699219 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41914.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41975.351562 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -41975.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41999.671875 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -41999.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42021.175781 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42021.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42025.183594 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42025.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42025.183594 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -42025.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 198187 members 
Mstep: Class 4 contains 10637 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199464 members 
Mstep: Class 7 contains 85165 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 54973 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 219791 members 
Mstep: Class 13 contains 92368 members 
Mstep: Class 14 contains 6204 members 
Mstep: Class 15 contains 104501 members 
Mstep: Class 16 contains 113473 members 
Mstep: Class 17 contains 154187 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 11697 members 
Mstep: Class 20 contains 21235 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93565 members 
Mstep: Class 24 contains 15545 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 196179 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719520.000000 Penalty: 102794.593750
Iteration 159Q: 30 clusters Score -1.947195e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 198143 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199566 members 
Mstep: Class 7 contains 85108 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 54977 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 220065 members 
Mstep: Class 13 contains 92229 members 
Mstep: Class 14 contains 6209 members 
Mstep: Class 15 contains 104310 members 
Mstep: Class 16 contains 113318 members 
Mstep: Class 17 contains 154240 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 11698 members 
Mstep: Class 20 contains 21246 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93590 members 
Mstep: Class 24 contains 15623 members 
Mstep: Class 25 contains 969 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 196244 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 30 clusters Score -1.947194e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 198142 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199628 members 
Mstep: Class 7 contains 85039 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 54974 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 220301 members 
Mstep: Class 13 contains 92090 members 
Mstep: Class 14 contains 6214 members 
Mstep: Class 15 contains 104118 members 
Mstep: Class 16 contains 113173 members 
Mstep: Class 17 contains 154298 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 21279 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93619 members 
Mstep: Class 24 contains 15685 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 196339 members 
Mstep: Class 29 contains 418 members 
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Iteration 161Q: 30 clusters Score -1.947196e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 3 contains 198090 members 
Mstep: Class 4 contains 10598 members 
Mstep: Class 5 contains 754 members 
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Mstep: Class 7 contains 85000 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 54978 members 
Mstep: Class 11 contains 6195 members 
Mstep: Class 12 contains 220550 members 
Mstep: Class 13 contains 91979 members 
Mstep: Class 14 contains 6223 members 
Mstep: Class 15 contains 103936 members 
Mstep: Class 16 contains 113030 members 
Mstep: Class 17 contains 154343 members 
Mstep: Class 18 contains 2793 members 
Mstep: Class 19 contains 11698 members 
Mstep: Class 20 contains 21316 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93635 members 
Mstep: Class 24 contains 15742 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 196447 members 
Mstep: Class 29 contains 418 members 
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Iteration 162Q: 30 clusters Score -1.947191e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 198087 members 
Mstep: Class 4 contains 10581 members 
Mstep: Class 5 contains 754 members 
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Mstep: Class 7 contains 84955 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 3067 members 
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Mstep: Class 12 contains 220799 members 
Mstep: Class 13 contains 91885 members 
Mstep: Class 14 contains 6227 members 
Mstep: Class 15 contains 103757 members 
Mstep: Class 16 contains 112904 members 
Mstep: Class 17 contains 154366 members 
Mstep: Class 18 contains 2792 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 21341 members 
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Mstep: Class 23 contains 93650 members 
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Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 196529 members 
Mstep: Class 29 contains 418 members 
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Iteration 163Q: 30 clusters Score -1.947188e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2151 members 
Mstep: Class 3 contains 198070 members 
Mstep: Class 4 contains 10564 members 
Mstep: Class 5 contains 754 members 
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Mstep: Class 8 contains 1111 members 
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Mstep: Class 10 contains 54973 members 
Mstep: Class 11 contains 6202 members 
Mstep: Class 12 contains 221040 members 
Mstep: Class 13 contains 91791 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 103591 members 
Mstep: Class 16 contains 112797 members 
Mstep: Class 17 contains 154391 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 11701 members 
Mstep: Class 20 contains 21360 members 
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Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 196602 members 
Mstep: Class 29 contains 418 members 
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Iteration 164Q: 30 clusters Score -1.947193e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 198043 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199743 members 
Mstep: Class 7 contains 84878 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 54951 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 221269 members 
Mstep: Class 13 contains 91693 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 103438 members 
Mstep: Class 16 contains 112702 members 
Mstep: Class 17 contains 154410 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 19 contains 11702 members 
Mstep: Class 20 contains 21389 members 
Mstep: Class 21 contains 1319 members 
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Mstep: Class 23 contains 93679 members 
Mstep: Class 24 contains 15898 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 196673 members 
Mstep: Class 29 contains 418 members 
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Iteration 165Q: 30 clusters Score -1.947199e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2137 members 
Mstep: Class 3 contains 198045 members 
Mstep: Class 4 contains 10523 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199773 members 
Mstep: Class 7 contains 84863 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 54928 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 221466 members 
Mstep: Class 13 contains 91608 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 103275 members 
Mstep: Class 16 contains 112606 members 
Mstep: Class 17 contains 154431 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 11708 members 
Mstep: Class 20 contains 21423 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93686 members 
Mstep: Class 24 contains 15962 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 196718 members 
Mstep: Class 29 contains 418 members 
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Iteration 166Q: 30 clusters Score -1.947198e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2136 members 
Mstep: Class 3 contains 198026 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199795 members 
Mstep: Class 7 contains 84823 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54916 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 221644 members 
Mstep: Class 13 contains 91528 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 103137 members 
Mstep: Class 16 contains 112527 members 
Mstep: Class 17 contains 154444 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 11706 members 
Mstep: Class 20 contains 21445 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93680 members 
Mstep: Class 24 contains 16022 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 196792 members 
Mstep: Class 29 contains 418 members 
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Iteration 167Q: 30 clusters Score -1.947198e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2127 members 
Mstep: Class 3 contains 198019 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199825 members 
Mstep: Class 7 contains 84797 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54902 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 221782 members 
Mstep: Class 13 contains 91447 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 103014 members 
Mstep: Class 16 contains 112431 members 
Mstep: Class 17 contains 154476 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 11709 members 
Mstep: Class 20 contains 21473 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93676 members 
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Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 196868 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 168Q: 30 clusters Score -1.947201e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 197964 members 
Mstep: Class 4 contains 10499 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199896 members 
Mstep: Class 7 contains 84771 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54890 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 221917 members 
Mstep: Class 13 contains 91383 members 
Mstep: Class 14 contains 6272 members 
Mstep: Class 15 contains 102899 members 
Mstep: Class 16 contains 112324 members 
Mstep: Class 17 contains 154502 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 11716 members 
Mstep: Class 20 contains 21497 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
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Mstep: Class 24 contains 16146 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 196936 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 169Q: 30 clusters Score -1.9472e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 197944 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199934 members 
Mstep: Class 7 contains 84747 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 54874 members 
Mstep: Class 11 contains 6229 members 
Mstep: Class 12 contains 222041 members 
Mstep: Class 13 contains 91328 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 15 contains 102800 members 
Mstep: Class 16 contains 112233 members 
Mstep: Class 17 contains 154529 members 
Mstep: Class 18 contains 2783 members 
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Mstep: Class 20 contains 21504 members 
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Mstep: Class 24 contains 16213 members 
Mstep: Class 25 contains 973 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 196999 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 170Q: 30 clusters Score -1.947202e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 197923 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199941 members 
Mstep: Class 7 contains 84728 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54854 members 
Mstep: Class 11 contains 6234 members 
Mstep: Class 12 contains 222186 members 
Mstep: Class 13 contains 91277 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 102691 members 
Mstep: Class 16 contains 112160 members 
Mstep: Class 17 contains 154550 members 
Mstep: Class 18 contains 2782 members 
Mstep: Class 19 contains 11713 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 21 contains 1318 members 
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Mstep: Class 24 contains 16276 members 
Mstep: Class 25 contains 974 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 197057 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 171Q: 30 clusters Score -1.947197e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 197888 members 
Mstep: Class 4 contains 10471 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199955 members 
Mstep: Class 7 contains 84707 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 222307 members 
Mstep: Class 13 contains 91224 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 102607 members 
Mstep: Class 16 contains 112058 members 
Mstep: Class 17 contains 154579 members 
Mstep: Class 18 contains 2782 members 
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Mstep: Class 20 contains 21547 members 
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Mstep: Class 25 contains 974 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 197122 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 172Q: 30 clusters Score -1.947196e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2102 members 
Mstep: Class 3 contains 197839 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 199974 members 
Mstep: Class 7 contains 84705 members 
Mstep: Class 8 contains 1111 members 
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Mstep: Class 10 contains 54824 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 222448 members 
Mstep: Class 13 contains 91178 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 102508 members 
Mstep: Class 16 contains 111975 members 
Mstep: Class 17 contains 154592 members 
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Mstep: Class 20 contains 21568 members 
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Mstep: Class 25 contains 974 members 
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Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 197165 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 173Q: 30 clusters Score -1.947196e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 197779 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200019 members 
Mstep: Class 7 contains 84701 members 
Mstep: Class 8 contains 1111 members 
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Mstep: Class 10 contains 54811 members 
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Mstep: Class 12 contains 222586 members 
Mstep: Class 13 contains 91131 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 15 contains 102427 members 
Mstep: Class 16 contains 111896 members 
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Mstep: Class 25 contains 974 members 
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Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 197181 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 174Q: 30 clusters Score -1.947198e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 197740 members 
Mstep: Class 4 contains 10452 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200060 members 
Mstep: Class 7 contains 84700 members 
Mstep: Class 8 contains 1111 members 
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Mstep: Class 15 contains 102347 members 
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Mstep: Class 28 contains 197193 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 175Q: 30 clusters Score -1.947195e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 197719 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200111 members 
Mstep: Class 7 contains 84693 members 
Mstep: Class 8 contains 1111 members 
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Mstep: Class 10 contains 54785 members 
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Mstep: Class 13 contains 91053 members 
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Mstep: Class 15 contains 102272 members 
Mstep: Class 16 contains 111698 members 
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Mstep: Class 25 contains 974 members 
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Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 197189 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 176Q: 30 clusters Score -1.947193e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 197701 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200159 members 
Mstep: Class 7 contains 84698 members 
Mstep: Class 8 contains 1111 members 
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Mstep: Class 10 contains 54767 members 
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Mstep: Class 13 contains 91027 members 
Mstep: Class 14 contains 6283 members 
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Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 197172 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 177Q: 30 clusters Score -1.947193e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 197707 members 
Mstep: Class 4 contains 10441 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200208 members 
Mstep: Class 7 contains 84687 members 
Mstep: Class 8 contains 1111 members 
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Mstep: Class 10 contains 54755 members 
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Mstep: Class 12 contains 223020 members 
Mstep: Class 13 contains 91002 members 
Mstep: Class 14 contains 6283 members 
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Mstep: Class 18 contains 2773 members 
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Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 197155 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 178Q: 30 clusters Score -1.947195e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 197685 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200289 members 
Mstep: Class 7 contains 84660 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 223120 members 
Mstep: Class 13 contains 90969 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 102053 members 
Mstep: Class 16 contains 111439 members 
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Mstep: Class 18 contains 2772 members 
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Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93740 members 
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Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 197139 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 179Q: 30 clusters Score -1.947195e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 197662 members 
Mstep: Class 4 contains 10424 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200377 members 
Mstep: Class 7 contains 84642 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 54737 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 223187 members 
Mstep: Class 13 contains 90927 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101997 members 
Mstep: Class 16 contains 111358 members 
Mstep: Class 17 contains 154654 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11693 members 
Mstep: Class 20 contains 21664 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93746 members 
Mstep: Class 24 contains 16976 members 
Mstep: Class 25 contains 974 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 197116 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
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Iteration 180F: 30 clusters Score -1.947194e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 197657 members 
Mstep: Class 4 contains 10413 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200426 members 
Mstep: Class 7 contains 84635 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 54723 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 223235 members 
Mstep: Class 13 contains 90890 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101950 members 
Mstep: Class 16 contains 111302 members 
Mstep: Class 17 contains 154663 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11688 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93753 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 197096 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719456.000000 Penalty: 102794.593750
Iteration 181Q: 30 clusters Score -1.947195e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 197678 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200481 members 
Mstep: Class 7 contains 84616 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 54715 members 
Mstep: Class 11 contains 6292 members 
Mstep: Class 12 contains 223265 members 
Mstep: Class 13 contains 90843 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101909 members 
Mstep: Class 16 contains 111229 members 
Mstep: Class 17 contains 154668 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11682 members 
Mstep: Class 20 contains 21671 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93752 members 
Mstep: Class 24 contains 17138 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 197107 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719232.000000 Penalty: 102794.593750
Iteration 182Q: 30 clusters Score -1.947192e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 197681 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200522 members 
Mstep: Class 7 contains 84601 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54700 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 223295 members 
Mstep: Class 13 contains 90801 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101867 members 
Mstep: Class 16 contains 111160 members 
Mstep: Class 17 contains 154677 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11682 members 
Mstep: Class 20 contains 21677 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93758 members 
Mstep: Class 24 contains 17208 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 197129 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718960.000000 Penalty: 102794.593750
Iteration 183Q: 30 clusters Score -1.94719e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 197695 members 
Mstep: Class 4 contains 10391 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200554 members 
Mstep: Class 7 contains 84593 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 54689 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 223311 members 
Mstep: Class 13 contains 90751 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101821 members 
Mstep: Class 16 contains 111084 members 
Mstep: Class 17 contains 154686 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 21674 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93758 members 
Mstep: Class 24 contains 17296 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 197179 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719120.000000 Penalty: 102794.593750
Iteration 184Q: 30 clusters Score -1.947191e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 197653 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200586 members 
Mstep: Class 7 contains 84573 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54692 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 223334 members 
Mstep: Class 13 contains 90703 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101773 members 
Mstep: Class 16 contains 111034 members 
Mstep: Class 17 contains 154700 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 21692 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93760 members 
Mstep: Class 24 contains 17388 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 197212 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719040.000000 Penalty: 102794.593750
Iteration 185Q: 30 clusters Score -1.94719e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 197617 members 
Mstep: Class 4 contains 10375 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200637 members 
Mstep: Class 7 contains 84552 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54691 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 223366 members 
Mstep: Class 13 contains 90650 members 
Mstep: Class 14 contains 6283 members 
Mstep: Class 15 contains 101721 members 
Mstep: Class 16 contains 110973 members 
Mstep: Class 17 contains 154708 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 21708 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93758 members 
Mstep: Class 24 contains 17499 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 197252 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718976.000000 Penalty: 102794.593750
Iteration 186Q: 30 clusters Score -1.94719e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 197581 members 
Mstep: Class 4 contains 10358 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200693 members 
Mstep: Class 7 contains 84538 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54694 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 223402 members 
Mstep: Class 13 contains 90607 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 101674 members 
Mstep: Class 16 contains 110902 members 
Mstep: Class 17 contains 154710 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11680 members 
Mstep: Class 20 contains 21713 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93754 members 
Mstep: Class 24 contains 17614 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 197286 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718816.000000 Penalty: 102794.593750
Iteration 187Q: 30 clusters Score -1.947188e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 197564 members 
Mstep: Class 4 contains 10347 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200708 members 
Mstep: Class 7 contains 84518 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3068 members 
Mstep: Class 10 contains 54693 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 223448 members 
Mstep: Class 13 contains 90569 members 
Mstep: Class 14 contains 6287 members 
Mstep: Class 15 contains 101630 members 
Mstep: Class 16 contains 110822 members 
Mstep: Class 17 contains 154715 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11679 members 
Mstep: Class 20 contains 21712 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93744 members 
Mstep: Class 24 contains 17733 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 197337 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719088.000000 Penalty: 102794.593750
Iteration 188Q: 30 clusters Score -1.947191e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 197537 members 
Mstep: Class 4 contains 10344 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200745 members 
Mstep: Class 7 contains 84511 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 54685 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 223488 members 
Mstep: Class 13 contains 90532 members 
Mstep: Class 14 contains 6287 members 
Mstep: Class 15 contains 101581 members 
Mstep: Class 16 contains 110748 members 
Mstep: Class 17 contains 154713 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11680 members 
Mstep: Class 20 contains 21703 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93736 members 
Mstep: Class 24 contains 17847 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 197389 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718784.000000 Penalty: 102794.593750
Iteration 189Q: 30 clusters Score -1.947188e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 197485 members 
Mstep: Class 4 contains 10326 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200786 members 
Mstep: Class 7 contains 84514 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54666 members 
Mstep: Class 11 contains 6340 members 
Mstep: Class 12 contains 223519 members 
Mstep: Class 13 contains 90492 members 
Mstep: Class 14 contains 6288 members 
Mstep: Class 15 contains 101546 members 
Mstep: Class 16 contains 110673 members 
Mstep: Class 17 contains 154710 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11680 members 
Mstep: Class 20 contains 21724 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93738 members 
Mstep: Class 24 contains 17951 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 197449 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718688.000000 Penalty: 102794.593750
Iteration 190Q: 30 clusters Score -1.947187e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 197420 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200829 members 
Mstep: Class 7 contains 84513 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54648 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 223560 members 
Mstep: Class 13 contains 90449 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 101511 members 
Mstep: Class 16 contains 110611 members 
Mstep: Class 17 contains 154704 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11681 members 
Mstep: Class 20 contains 21727 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93734 members 
Mstep: Class 24 contains 18056 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6668 members 
Mstep: Class 28 contains 197521 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718544.000000 Penalty: 102794.593750
Iteration 191Q: 30 clusters Score -1.947185e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 197376 members 
Mstep: Class 4 contains 10310 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200845 members 
Mstep: Class 7 contains 84496 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 54642 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 223603 members 
Mstep: Class 13 contains 90409 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 101473 members 
Mstep: Class 16 contains 110554 members 
Mstep: Class 17 contains 154695 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11676 members 
Mstep: Class 20 contains 21731 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93730 members 
Mstep: Class 24 contains 18146 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 197619 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718240.000000 Penalty: 102794.593750
Iteration 192Q: 30 clusters Score -1.947182e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 197361 members 
Mstep: Class 4 contains 10301 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200832 members 
Mstep: Class 7 contains 84489 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 54639 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 223651 members 
Mstep: Class 13 contains 90375 members 
Mstep: Class 14 contains 6292 members 
Mstep: Class 15 contains 101426 members 
Mstep: Class 16 contains 110492 members 
Mstep: Class 17 contains 154681 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 21725 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93735 members 
Mstep: Class 24 contains 18225 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 197717 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718608.000000 Penalty: 102794.593750
Iteration 193Q: 30 clusters Score -1.947186e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2080 members 
Mstep: Class 3 contains 197369 members 
Mstep: Class 4 contains 10289 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200806 members 
Mstep: Class 7 contains 84478 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 54632 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 223665 members 
Mstep: Class 13 contains 90343 members 
Mstep: Class 14 contains 6294 members 
Mstep: Class 15 contains 101402 members 
Mstep: Class 16 contains 110412 members 
Mstep: Class 17 contains 154684 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 21731 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93741 members 
Mstep: Class 24 contains 18299 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 197813 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718496.000000 Penalty: 102794.593750
Iteration 194Q: 30 clusters Score -1.947185e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 197381 members 
Mstep: Class 4 contains 10270 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200782 members 
Mstep: Class 7 contains 84469 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54630 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 223676 members 
Mstep: Class 13 contains 90300 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 101371 members 
Mstep: Class 16 contains 110339 members 
Mstep: Class 17 contains 154687 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11669 members 
Mstep: Class 20 contains 21737 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93738 members 
Mstep: Class 24 contains 18375 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 197919 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718288.000000 Penalty: 102794.593750
Iteration 195Q: 30 clusters Score -1.947183e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 197396 members 
Mstep: Class 4 contains 10256 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200756 members 
Mstep: Class 7 contains 84445 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 223691 members 
Mstep: Class 13 contains 90260 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 101345 members 
Mstep: Class 16 contains 110284 members 
Mstep: Class 17 contains 154673 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 21751 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93739 members 
Mstep: Class 24 contains 18453 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 198017 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717952.000000 Penalty: 102794.593750
Iteration 196Q: 30 clusters Score -1.94718e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 197423 members 
Mstep: Class 4 contains 10246 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200727 members 
Mstep: Class 7 contains 84428 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54604 members 
Mstep: Class 11 contains 6371 members 
Mstep: Class 12 contains 223691 members 
Mstep: Class 13 contains 90216 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 101312 members 
Mstep: Class 16 contains 110213 members 
Mstep: Class 17 contains 154661 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11672 members 
Mstep: Class 20 contains 21768 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93747 members 
Mstep: Class 24 contains 18538 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198114 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717728.000000 Penalty: 102794.593750
Iteration 197Q: 30 clusters Score -1.947177e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 197453 members 
Mstep: Class 4 contains 10247 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 200703 members 
Mstep: Class 7 contains 84414 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54597 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 223697 members 
Mstep: Class 13 contains 90167 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 101280 members 
Mstep: Class 16 contains 110153 members 
Mstep: Class 17 contains 154655 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11671 members 
Mstep: Class 20 contains 21770 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93749 members 
Mstep: Class 24 contains 18627 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198190 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718016.000000 Penalty: 102794.593750
Iteration 198Q: 30 clusters Score -1.94718e+08 nChanged 856
Entering ConstructFrom: 
Score: -194718016.000000 Penalty: 102794.593750
Entering ConstructFrom: 
Trying to split cluster 1 (6803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Entering Unmasked Estep 
Score: -833221.250000 Penalty: 2188.629395
	Iteration 0F: 2 clusters Score -833221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -827623.562500 Penalty: 4377.258789
	Iteration 0F: 3 clusters Score -827623.6 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -829053.000000 Penalty: 4377.258789
	Iteration 1F: 3 clusters Score -829053 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -829273.312500 Penalty: 4377.258789
	Iteration 2F: 3 clusters Score -829273.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -829444.125000 Penalty: 4377.258789
	Iteration 3F: 3 clusters Score -829444.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -829551.250000 Penalty: 4377.258789
	Iteration 4Q: 3 clusters Score -829551.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -829654.312500 Penalty: 4377.258789
	Iteration 5Q: 3 clusters Score -829654.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -829760.250000 Penalty: 4377.258789
	Iteration 6Q: 3 clusters Score -829760.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -829866.437500 Penalty: 4377.258789
	Iteration 7Q: 3 clusters Score -829866.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -829982.312500 Penalty: 4377.258789
	Iteration 8Q: 3 clusters Score -829982.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -830098.437500 Penalty: 4377.258789
	Iteration 9Q: 3 clusters Score -830098.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -830244.312500 Penalty: 4377.258789
	Iteration 10Q: 3 clusters Score -830244.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -830410.125000 Penalty: 4377.258789
	Iteration 11Q: 3 clusters Score -830410.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -830558.625000 Penalty: 4377.258789
	Iteration 12Q: 3 clusters Score -830558.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -830695.000000 Penalty: 4377.258789
	Iteration 13Q: 3 clusters Score -830695 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -830833.875000 Penalty: 4377.258789
	Iteration 14Q: 3 clusters Score -830833.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -830975.812500 Penalty: 4377.258789
	Iteration 15Q: 3 clusters Score -830975.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -831090.312500 Penalty: 4377.258789
	Iteration 16Q: 3 clusters Score -831090.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -831195.750000 Penalty: 4377.258789
	Iteration 17Q: 3 clusters Score -831195.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -831306.500000 Penalty: 4377.258789
	Iteration 18Q: 3 clusters Score -831306.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -831386.187500 Penalty: 4377.258789
	Iteration 19Q: 3 clusters Score -831386.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -831448.000000 Penalty: 4377.258789
	Iteration 20F: 3 clusters Score -831448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -831486.250000 Penalty: 4377.258789
	Iteration 21Q: 3 clusters Score -831486.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -831520.875000 Penalty: 4377.258789
	Iteration 22Q: 3 clusters Score -831520.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -831544.812500 Penalty: 4377.258789
	Iteration 23Q: 3 clusters Score -831544.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -831559.812500 Penalty: 4377.258789
	Iteration 24Q: 3 clusters Score -831559.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -831575.250000 Penalty: 4377.258789
	Iteration 25Q: 3 clusters Score -831575.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -831588.375000 Penalty: 4377.258789
	Iteration 26Q: 3 clusters Score -831588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -831599.125000 Penalty: 4377.258789
	Iteration 27Q: 3 clusters Score -831599.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -831609.625000 Penalty: 4377.258789
	Iteration 28Q: 3 clusters Score -831609.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -831615.000000 Penalty: 4377.258789
	Iteration 29Q: 3 clusters Score -831615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -831632.250000 Penalty: 4377.258789
	Iteration 30Q: 3 clusters Score -831632.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -831651.312500 Penalty: 4377.258789
	Iteration 31Q: 3 clusters Score -831651.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -831667.250000 Penalty: 4377.258789
	Iteration 32Q: 3 clusters Score -831667.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -831675.562500 Penalty: 4377.258789
	Iteration 33Q: 3 clusters Score -831675.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -831687.500000 Penalty: 4377.258789
	Iteration 34Q: 3 clusters Score -831687.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -831698.937500 Penalty: 4377.258789
	Iteration 35Q: 3 clusters Score -831698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -831703.500000 Penalty: 4377.258789
	Iteration 36Q: 3 clusters Score -831703.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -831708.312500 Penalty: 4377.258789
	Iteration 37Q: 3 clusters Score -831708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -831713.375000 Penalty: 4377.258789
	Iteration 38Q: 3 clusters Score -831713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -831719.312500 Penalty: 4377.258789
	Iteration 39Q: 3 clusters Score -831719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -831722.500000 Penalty: 4377.258789
	Iteration 40F: 3 clusters Score -831722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -831727.437500 Penalty: 4377.258789
	Iteration 41Q: 3 clusters Score -831727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -831733.000000 Penalty: 4377.258789
	Iteration 42Q: 3 clusters Score -831733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -831738.937500 Penalty: 4377.258789
	Iteration 43Q: 3 clusters Score -831738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -831742.812500 Penalty: 4377.258789
	Iteration 44Q: 3 clusters Score -831742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -831742.437500 Penalty: 4377.258789
	Iteration 45Q: 3 clusters Score -831742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -831743.812500 Penalty: 4377.258789
	Iteration 46Q: 3 clusters Score -831743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -831745.187500 Penalty: 4377.258789
	Iteration 47Q: 3 clusters Score -831745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -831746.812500 Penalty: 4377.258789
	Iteration 48Q: 3 clusters Score -831746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -831749.187500 Penalty: 4377.258789
	Iteration 49Q: 3 clusters Score -831749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -831751.125000 Penalty: 4377.258789
	Iteration 50Q: 3 clusters Score -831751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -831755.562500 Penalty: 4377.258789
	Iteration 51Q: 3 clusters Score -831755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -831757.625000 Penalty: 4377.258789
	Iteration 52Q: 3 clusters Score -831757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -831761.062500 Penalty: 4377.258789
	Iteration 53Q: 3 clusters Score -831761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -831761.250000 Penalty: 4377.258789
	Iteration 54Q: 3 clusters Score -831761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -831764.062500 Penalty: 4377.258789
	Iteration 55Q: 3 clusters Score -831764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -831764.375000 Penalty: 4377.258789
	Iteration 56Q: 3 clusters Score -831764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -831766.750000 Penalty: 4377.258789
	Iteration 57Q: 3 clusters Score -831766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -831767.375000 Penalty: 4377.258789
	Iteration 58Q: 3 clusters Score -831767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -831766.375000 Penalty: 4377.258789
	Iteration 59Q: 3 clusters Score -831766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -831766.875000 Penalty: 4377.258789
	Iteration 60F: 3 clusters Score -831766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -264247.687500 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -264247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -261516.500000 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -261516.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -261978.453125 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -261978.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -262096.718750 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -262096.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -262169.750000 Penalty: 3789.739502
	Iteration 3Q: 3 clusters Score -262169.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262217.937500 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -262217.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -262254.718750 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -262254.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -262281.187500 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -262281.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -262297.750000 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -262297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262310.968750 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -262311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -262325.062500 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -262325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -262331.312500 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -262331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262336.968750 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -262337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262338.906250 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -262338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262339.875000 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -262339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -262340.468750 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -262340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262341.281250 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -262341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262341.531250 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -262341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262341.906250 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -262341.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -262341.906250 Penalty: 3789.739502
	Iteration 18F: 3 clusters Score -262341.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (197460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197460 members 
Entering Unmasked Estep 
Score: -24382816.000000 Penalty: 3023.936279
	Iteration 0F: 2 clusters Score -2.438282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -24256916.000000 Penalty: 6047.872559
	Iteration 0F: 3 clusters Score -2.425692e+07 nChanged 94612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -24311480.000000 Penalty: 6047.872559
	Iteration 1F: 3 clusters Score -2.431148e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -24312462.000000 Penalty: 6047.872559
	Iteration 2Q: 3 clusters Score -2.431246e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -24313630.000000 Penalty: 6047.872559
	Iteration 3Q: 3 clusters Score -2.431363e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115407 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -24315992.000000 Penalty: 6047.872559
	Iteration 4Q: 3 clusters Score -2.431599e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -24320110.000000 Penalty: 6047.872559
	Iteration 5Q: 3 clusters Score -2.432011e+07 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138232 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -24328672.000000 Penalty: 6047.872559
	Iteration 6F: 3 clusters Score -2.432867e+07 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156148 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -24343950.000000 Penalty: 6047.872559
	Iteration 7F: 3 clusters Score -2.434395e+07 nChanged 19519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -24361978.000000 Penalty: 6047.872559
	Iteration 8F: 3 clusters Score -2.436198e+07 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189802 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -24374152.000000 Penalty: 6047.872559
	Iteration 9F: 3 clusters Score -2.437415e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -24378504.000000 Penalty: 6047.872559
	Iteration 10Q: 3 clusters Score -2.43785e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196962 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -24379602.000000 Penalty: 6047.872559
	Iteration 11Q: 3 clusters Score -2.43796e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197214 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24379906.000000 Penalty: 6047.872559
	Iteration 12Q: 3 clusters Score -2.437991e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24380016.000000 Penalty: 6047.872559
	Iteration 13Q: 3 clusters Score -2.438002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197277 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24380050.000000 Penalty: 6047.872559
	Iteration 14Q: 3 clusters Score -2.438005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197277 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24380054.000000 Penalty: 6047.872559
	Iteration 15Q: 3 clusters Score -2.438005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197279 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24380070.000000 Penalty: 6047.872559
	Iteration 16Q: 3 clusters Score -2.438007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24380064.000000 Penalty: 6047.872559
	Iteration 17Q: 3 clusters Score -2.438006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197282 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24380070.000000 Penalty: 6047.872559
	Iteration 18Q: 3 clusters Score -2.438007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197282 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24380070.000000 Penalty: 6047.872559
	Iteration 19F: 3 clusters Score -2.438007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Entering Unmasked Estep 
Score: -1168520.000000 Penalty: 2290.094482
	Iteration 0F: 2 clusters Score -1168520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1160673.375000 Penalty: 4580.188965
	Iteration 0F: 3 clusters Score -1160673 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1162995.125000 Penalty: 4580.188965
	Iteration 1F: 3 clusters Score -1162995 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1163354.625000 Penalty: 4580.188965
	Iteration 2F: 3 clusters Score -1163355 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1163618.500000 Penalty: 4580.188965
	Iteration 3F: 3 clusters Score -1163618 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1163854.125000 Penalty: 4580.188965
	Iteration 4Q: 3 clusters Score -1163854 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1164064.875000 Penalty: 4580.188965
	Iteration 5Q: 3 clusters Score -1164065 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1164305.000000 Penalty: 4580.188965
	Iteration 6Q: 3 clusters Score -1164305 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1164531.125000 Penalty: 4580.188965
	Iteration 7Q: 3 clusters Score -1164531 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1164773.750000 Penalty: 4580.188965
	Iteration 8Q: 3 clusters Score -1164774 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1165053.250000 Penalty: 4580.188965
	Iteration 9Q: 3 clusters Score -1165053 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1165344.125000 Penalty: 4580.188965
	Iteration 10Q: 3 clusters Score -1165344 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1165587.750000 Penalty: 4580.188965
	Iteration 11Q: 3 clusters Score -1165588 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1165798.625000 Penalty: 4580.188965
	Iteration 12Q: 3 clusters Score -1165799 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1166007.250000 Penalty: 4580.188965
	Iteration 13Q: 3 clusters Score -1166007 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1166159.125000 Penalty: 4580.188965
	Iteration 14Q: 3 clusters Score -1166159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1166259.125000 Penalty: 4580.188965
	Iteration 15Q: 3 clusters Score -1166259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1166349.250000 Penalty: 4580.188965
	Iteration 16Q: 3 clusters Score -1166349 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1166428.125000 Penalty: 4580.188965
	Iteration 17Q: 3 clusters Score -1166428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1166482.875000 Penalty: 4580.188965
	Iteration 18Q: 3 clusters Score -1166483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1166526.625000 Penalty: 4580.188965
	Iteration 19Q: 3 clusters Score -1166527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1166566.000000 Penalty: 4580.188965
	Iteration 20F: 3 clusters Score -1166566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1166587.625000 Penalty: 4580.188965
	Iteration 21Q: 3 clusters Score -1166588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1166601.250000 Penalty: 4580.188965
	Iteration 22Q: 3 clusters Score -1166601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1166606.625000 Penalty: 4580.188965
	Iteration 23Q: 3 clusters Score -1166607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1166616.375000 Penalty: 4580.188965
	Iteration 24Q: 3 clusters Score -1166616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1166624.375000 Penalty: 4580.188965
	Iteration 25Q: 3 clusters Score -1166624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1166632.000000 Penalty: 4580.188965
	Iteration 26Q: 3 clusters Score -1166632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1166640.625000 Penalty: 4580.188965
	Iteration 27Q: 3 clusters Score -1166641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1166645.625000 Penalty: 4580.188965
	Iteration 28Q: 3 clusters Score -1166646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1166655.625000 Penalty: 4580.188965
	Iteration 29Q: 3 clusters Score -1166656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1166659.125000 Penalty: 4580.188965
	Iteration 30Q: 3 clusters Score -1166659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1166661.000000 Penalty: 4580.188965
	Iteration 31Q: 3 clusters Score -1166661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1166662.125000 Penalty: 4580.188965
	Iteration 32Q: 3 clusters Score -1166662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1166662.750000 Penalty: 4580.188965
	Iteration 33Q: 3 clusters Score -1166663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1166665.750000 Penalty: 4580.188965
	Iteration 34Q: 3 clusters Score -1166666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1166665.750000 Penalty: 4580.188965
	Iteration 35F: 3 clusters Score -1166666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -86407.031250 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -86407.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84608.210938 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -84608.21 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84834.929688 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -84834.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84897.109375 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -84897.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84936.742188 Penalty: 3287.508545
	Iteration 3Q: 3 clusters Score -84936.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84978.820312 Penalty: 3287.508545
	Iteration 4Q: 3 clusters Score -84978.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85003.851562 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -85003.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85026.460938 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -85026.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85051.906250 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -85051.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85076.726562 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -85076.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85095.867188 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -85095.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85109.468750 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -85109.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85125.156250 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -85125.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85129.140625 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -85129.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85132.343750 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -85132.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85133.078125 Penalty: 3287.508545
	Iteration 14Q: 3 clusters Score -85133.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85133.078125 Penalty: 3287.508545
	Iteration 15F: 3 clusters Score -85133.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (200669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200669 members 
Entering Unmasked Estep 
Score: -24823918.000000 Penalty: 3027.934082
	Iteration 0F: 2 clusters Score -2.482392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -24699544.000000 Penalty: 6055.868164
	Iteration 0F: 3 clusters Score -2.469954e+07 nChanged 96382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105596 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -24755554.000000 Penalty: 6055.868164
	Iteration 1F: 3 clusters Score -2.475555e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -24756854.000000 Penalty: 6055.868164
	Iteration 2Q: 3 clusters Score -2.475685e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114083 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -24759094.000000 Penalty: 6055.868164
	Iteration 3Q: 3 clusters Score -2.475909e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121983 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -24762894.000000 Penalty: 6055.868164
	Iteration 4Q: 3 clusters Score -2.476289e+07 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133464 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -24769578.000000 Penalty: 6055.868164
	Iteration 5F: 3 clusters Score -2.476958e+07 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -24781544.000000 Penalty: 6055.868164
	Iteration 6F: 3 clusters Score -2.478154e+07 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -24796498.000000 Penalty: 6055.868164
	Iteration 7F: 3 clusters Score -2.47965e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183604 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -24809330.000000 Penalty: 6055.868164
	Iteration 8F: 3 clusters Score -2.480933e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193546 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -24816582.000000 Penalty: 6055.868164
	Iteration 9Q: 3 clusters Score -2.481658e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -24819776.000000 Penalty: 6055.868164
	Iteration 10Q: 3 clusters Score -2.481978e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199357 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -24820862.000000 Penalty: 6055.868164
	Iteration 11Q: 3 clusters Score -2.482086e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199769 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -24821278.000000 Penalty: 6055.868164
	Iteration 12Q: 3 clusters Score -2.482128e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199908 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24821346.000000 Penalty: 6055.868164
	Iteration 13Q: 3 clusters Score -2.482135e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199969 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -24821428.000000 Penalty: 6055.868164
	Iteration 14Q: 3 clusters Score -2.482143e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -24821454.000000 Penalty: 6055.868164
	Iteration 15Q: 3 clusters Score -2.482145e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200025 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -24821506.000000 Penalty: 6055.868164
	Iteration 16Q: 3 clusters Score -2.482151e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200042 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -24821512.000000 Penalty: 6055.868164
	Iteration 17Q: 3 clusters Score -2.482151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200054 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -24821524.000000 Penalty: 6055.868164
	Iteration 18Q: 3 clusters Score -2.482152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200061 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -24821528.000000 Penalty: 6055.868164
	Iteration 19Q: 3 clusters Score -2.482153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200067 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -24821554.000000 Penalty: 6055.868164
	Iteration 20F: 3 clusters Score -2.482155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200069 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -24821552.000000 Penalty: 6055.868164
	Iteration 21Q: 3 clusters Score -2.482155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200076 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -24821574.000000 Penalty: 6055.868164
	Iteration 22Q: 3 clusters Score -2.482157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200083 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -24821558.000000 Penalty: 6055.868164
	Iteration 23Q: 3 clusters Score -2.482156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200087 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -24821568.000000 Penalty: 6055.868164
	Iteration 24Q: 3 clusters Score -2.482157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200094 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -24821552.000000 Penalty: 6055.868164
	Iteration 25Q: 3 clusters Score -2.482155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200096 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -24821564.000000 Penalty: 6055.868164
	Iteration 26Q: 3 clusters Score -2.482156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -24821586.000000 Penalty: 6055.868164
	Iteration 27Q: 3 clusters Score -2.482159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200099 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -24821586.000000 Penalty: 6055.868164
	Iteration 28Q: 3 clusters Score -2.482159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200096 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -24821592.000000 Penalty: 6055.868164
	Iteration 29Q: 3 clusters Score -2.482159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200099 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -24821590.000000 Penalty: 6055.868164
	Iteration 30Q: 3 clusters Score -2.482159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -24821606.000000 Penalty: 6055.868164
	Iteration 31Q: 3 clusters Score -2.482161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -24821606.000000 Penalty: 6055.868164
	Iteration 32Q: 3 clusters Score -2.482161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200103 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -24821586.000000 Penalty: 6055.868164
	Iteration 33Q: 3 clusters Score -2.482159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200102 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -24821584.000000 Penalty: 6055.868164
	Iteration 34Q: 3 clusters Score -2.482158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200102 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -24821584.000000 Penalty: 6055.868164
	Iteration 35F: 3 clusters Score -2.482158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Entering Unmasked Estep 
Score: -10491656.000000 Penalty: 2813.167480
	Iteration 0F: 2 clusters Score -1.049166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -10435082.000000 Penalty: 5626.334961
	Iteration 0F: 3 clusters Score -1.043508e+07 nChanged 39816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -10457619.000000 Penalty: 5626.334961
	Iteration 1F: 3 clusters Score -1.045762e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -10458176.000000 Penalty: 5626.334961
	Iteration 2Q: 3 clusters Score -1.045818e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -10459008.000000 Penalty: 5626.334961
	Iteration 3Q: 3 clusters Score -1.045901e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -10460295.000000 Penalty: 5626.334961
	Iteration 4Q: 3 clusters Score -1.04603e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -10462335.000000 Penalty: 5626.334961
	Iteration 5F: 3 clusters Score -1.046234e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -10466303.000000 Penalty: 5626.334961
	Iteration 6F: 3 clusters Score -1.04663e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -10472352.000000 Penalty: 5626.334961
	Iteration 7F: 3 clusters Score -1.047235e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -10479553.000000 Penalty: 5626.334961
	Iteration 8F: 3 clusters Score -1.047955e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -10484979.000000 Penalty: 5626.334961
	Iteration 9F: 3 clusters Score -1.048498e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -10487693.000000 Penalty: 5626.334961
	Iteration 10Q: 3 clusters Score -1.048769e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10488773.000000 Penalty: 5626.334961
	Iteration 11Q: 3 clusters Score -1.048877e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10489225.000000 Penalty: 5626.334961
	Iteration 12Q: 3 clusters Score -1.048922e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10489545.000000 Penalty: 5626.334961
	Iteration 13Q: 3 clusters Score -1.048954e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -10489776.000000 Penalty: 5626.334961
	Iteration 14Q: 3 clusters Score -1.048978e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10489905.000000 Penalty: 5626.334961
	Iteration 15Q: 3 clusters Score -1.04899e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10489974.000000 Penalty: 5626.334961
	Iteration 16Q: 3 clusters Score -1.048997e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10490021.000000 Penalty: 5626.334961
	Iteration 17Q: 3 clusters Score -1.049002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10490047.000000 Penalty: 5626.334961
	Iteration 18Q: 3 clusters Score -1.049005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10490068.000000 Penalty: 5626.334961
	Iteration 19Q: 3 clusters Score -1.049007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83176 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10490081.000000 Penalty: 5626.334961
	Iteration 20F: 3 clusters Score -1.049008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10490087.000000 Penalty: 5626.334961
	Iteration 21Q: 3 clusters Score -1.049009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83161 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10490093.000000 Penalty: 5626.334961
	Iteration 22Q: 3 clusters Score -1.049009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10490097.000000 Penalty: 5626.334961
	Iteration 23Q: 3 clusters Score -1.04901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10490085.000000 Penalty: 5626.334961
	Iteration 24Q: 3 clusters Score -1.049008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10490097.000000 Penalty: 5626.334961
	Iteration 25Q: 3 clusters Score -1.04901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10490090.000000 Penalty: 5626.334961
	Iteration 26Q: 3 clusters Score -1.049009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10490087.000000 Penalty: 5626.334961
	Iteration 27Q: 3 clusters Score -1.049009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10490087.000000 Penalty: 5626.334961
	Iteration 28F: 3 clusters Score -1.049009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -116399.695312 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -116399.7 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 532 members 
Entering Unmasked Estep 
Score: -114508.617188 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -114508.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114951.320312 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -114951.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115104.343750 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -115104.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115217.718750 Penalty: 3479.347900
	Iteration 3F: 3 clusters Score -115217.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -115314.812500 Penalty: 3479.347900
	Iteration 4Q: 3 clusters Score -115314.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -115427.890625 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -115427.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -115500.390625 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -115500.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -115542.320312 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -115542.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115594.578125 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -115594.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -115630.726562 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -115630.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115678.148438 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -115678.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -115704.843750 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -115704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115726.476562 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -115726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -115738.179688 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -115738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115752.476562 Penalty: 3479.347900
	Iteration 14Q: 3 clusters Score -115752.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -115772.781250 Penalty: 3479.347900
	Iteration 15Q: 3 clusters Score -115772.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -115789.750000 Penalty: 3479.347900
	Iteration 16Q: 3 clusters Score -115789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115805.156250 Penalty: 3479.347900
	Iteration 17Q: 3 clusters Score -115805.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -115821.437500 Penalty: 3479.347900
	Iteration 18Q: 3 clusters Score -115821.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -115840.593750 Penalty: 3479.347900
	Iteration 19Q: 3 clusters Score -115840.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -115848.195312 Penalty: 3479.347900
	Iteration 20F: 3 clusters Score -115848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -115853.703125 Penalty: 3479.347900
	Iteration 21Q: 3 clusters Score -115853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115857.929688 Penalty: 3479.347900
	Iteration 22Q: 3 clusters Score -115857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115859.468750 Penalty: 3479.347900
	Iteration 23Q: 3 clusters Score -115859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115861.242188 Penalty: 3479.347900
	Iteration 24Q: 3 clusters Score -115861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -115865.601562 Penalty: 3479.347900
	Iteration 25Q: 3 clusters Score -115865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -115869.421875 Penalty: 3479.347900
	Iteration 26Q: 3 clusters Score -115869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115870.609375 Penalty: 3479.347900
	Iteration 27Q: 3 clusters Score -115870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -115873.398438 Penalty: 3479.347900
	Iteration 28Q: 3 clusters Score -115873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115879.351562 Penalty: 3479.347900
	Iteration 29Q: 3 clusters Score -115879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -115891.414062 Penalty: 3479.347900
	Iteration 30Q: 3 clusters Score -115891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115898.546875 Penalty: 3479.347900
	Iteration 31Q: 3 clusters Score -115898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115910.125000 Penalty: 3479.347900
	Iteration 32Q: 3 clusters Score -115910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -115918.351562 Penalty: 3479.347900
	Iteration 33Q: 3 clusters Score -115918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -115920.156250 Penalty: 3479.347900
	Iteration 34Q: 3 clusters Score -115920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115921.742188 Penalty: 3479.347900
	Iteration 35Q: 3 clusters Score -115921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115925.562500 Penalty: 3479.347900
	Iteration 36Q: 3 clusters Score -115925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -115927.195312 Penalty: 3479.347900
	Iteration 37Q: 3 clusters Score -115927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115928.039062 Penalty: 3479.347900
	Iteration 38Q: 3 clusters Score -115928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115928.039062 Penalty: 3479.347900
	Iteration 39F: 3 clusters Score -115928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Entering Unmasked Estep 
Score: -373340.656250 Penalty: 1991.380127
	Iteration 0F: 2 clusters Score -373340.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -370002.687500 Penalty: 3982.760254
	Iteration 0F: 3 clusters Score -370002.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -370702.937500 Penalty: 3982.760254
	Iteration 1F: 3 clusters Score -370702.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -370859.156250 Penalty: 3982.760254
	Iteration 2F: 3 clusters Score -370859.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -370956.656250 Penalty: 3982.760254
	Iteration 3Q: 3 clusters Score -370956.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371005.187500 Penalty: 3982.760254
	Iteration 4Q: 3 clusters Score -371005.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -371031.312500 Penalty: 3982.760254
	Iteration 5Q: 3 clusters Score -371031.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -371050.843750 Penalty: 3982.760254
	Iteration 6Q: 3 clusters Score -371050.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -371066.125000 Penalty: 3982.760254
	Iteration 7Q: 3 clusters Score -371066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -371078.625000 Penalty: 3982.760254
	Iteration 8Q: 3 clusters Score -371078.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -371085.781250 Penalty: 3982.760254
	Iteration 9Q: 3 clusters Score -371085.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -371090.062500 Penalty: 3982.760254
	Iteration 10Q: 3 clusters Score -371090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -371093.968750 Penalty: 3982.760254
	Iteration 11Q: 3 clusters Score -371094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -371100.562500 Penalty: 3982.760254
	Iteration 12Q: 3 clusters Score -371100.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -371104.625000 Penalty: 3982.760254
	Iteration 13Q: 3 clusters Score -371104.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -371107.375000 Penalty: 3982.760254
	Iteration 14Q: 3 clusters Score -371107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -371111.375000 Penalty: 3982.760254
	Iteration 15Q: 3 clusters Score -371111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -371113.062500 Penalty: 3982.760254
	Iteration 16Q: 3 clusters Score -371113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -371116.000000 Penalty: 3982.760254
	Iteration 17Q: 3 clusters Score -371116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371121.406250 Penalty: 3982.760254
	Iteration 18Q: 3 clusters Score -371121.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -371124.375000 Penalty: 3982.760254
	Iteration 19Q: 3 clusters Score -371124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -371127.750000 Penalty: 3982.760254
	Iteration 20F: 3 clusters Score -371127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371132.281250 Penalty: 3982.760254
	Iteration 21Q: 3 clusters Score -371132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -371133.437500 Penalty: 3982.760254
	Iteration 22Q: 3 clusters Score -371133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -371134.656250 Penalty: 3982.760254
	Iteration 23Q: 3 clusters Score -371134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371135.500000 Penalty: 3982.760254
	Iteration 24Q: 3 clusters Score -371135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -371135.468750 Penalty: 3982.760254
	Iteration 25Q: 3 clusters Score -371135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -371135.468750 Penalty: 3982.760254
	Iteration 26F: 3 clusters Score -371135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Entering Unmasked Estep 
Score: -6782584.500000 Penalty: 2705.095215
	Iteration 0F: 2 clusters Score -6782584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6745749.000000 Penalty: 5410.190430
	Iteration 0F: 3 clusters Score -6745749 nChanged 25221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -6759753.000000 Penalty: 5410.190430
	Iteration 1F: 3 clusters Score -6759753 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6760415.000000 Penalty: 5410.190430
	Iteration 2Q: 3 clusters Score -6760415 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -6761043.000000 Penalty: 5410.190430
	Iteration 3Q: 3 clusters Score -6761043 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -6761641.500000 Penalty: 5410.190430
	Iteration 4Q: 3 clusters Score -6761642 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -6762422.000000 Penalty: 5410.190430
	Iteration 5Q: 3 clusters Score -6762422 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -6763320.500000 Penalty: 5410.190430
	Iteration 6Q: 3 clusters Score -6763320 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -6764243.500000 Penalty: 5410.190430
	Iteration 7Q: 3 clusters Score -6764244 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -6765391.500000 Penalty: 5410.190430
	Iteration 8Q: 3 clusters Score -6765392 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -6766623.500000 Penalty: 5410.190430
	Iteration 9Q: 3 clusters Score -6766624 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -6767980.000000 Penalty: 5410.190430
	Iteration 10Q: 3 clusters Score -6767980 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6769583.500000 Penalty: 5410.190430
	Iteration 11Q: 3 clusters Score -6769584 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6771325.000000 Penalty: 5410.190430
	Iteration 12Q: 3 clusters Score -6771325 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -6773037.000000 Penalty: 5410.190430
	Iteration 13Q: 3 clusters Score -6773037 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -6774572.500000 Penalty: 5410.190430
	Iteration 14Q: 3 clusters Score -6774572 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -6775774.500000 Penalty: 5410.190430
	Iteration 15Q: 3 clusters Score -6775774 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6776750.000000 Penalty: 5410.190430
	Iteration 16Q: 3 clusters Score -6776750 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -6777520.500000 Penalty: 5410.190430
	Iteration 17Q: 3 clusters Score -6777520 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6778103.000000 Penalty: 5410.190430
	Iteration 18Q: 3 clusters Score -6778103 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -6778565.500000 Penalty: 5410.190430
	Iteration 19Q: 3 clusters Score -6778566 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -6778985.500000 Penalty: 5410.190430
	Iteration 20F: 3 clusters Score -6778986 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -6779252.000000 Penalty: 5410.190430
	Iteration 21Q: 3 clusters Score -6779252 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -6779497.500000 Penalty: 5410.190430
	Iteration 22Q: 3 clusters Score -6779498 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -6779664.000000 Penalty: 5410.190430
	Iteration 23Q: 3 clusters Score -6779664 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -6779791.000000 Penalty: 5410.190430
	Iteration 24Q: 3 clusters Score -6779791 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -6779891.500000 Penalty: 5410.190430
	Iteration 25Q: 3 clusters Score -6779892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -6779977.500000 Penalty: 5410.190430
	Iteration 26Q: 3 clusters Score -6779978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -6780052.000000 Penalty: 5410.190430
	Iteration 27Q: 3 clusters Score -6780052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -6780087.000000 Penalty: 5410.190430
	Iteration 28Q: 3 clusters Score -6780087 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -6780119.500000 Penalty: 5410.190430
	Iteration 29Q: 3 clusters Score -6780120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -6780154.500000 Penalty: 5410.190430
	Iteration 30Q: 3 clusters Score -6780154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -6780186.500000 Penalty: 5410.190430
	Iteration 31Q: 3 clusters Score -6780186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -6780205.500000 Penalty: 5410.190430
	Iteration 32Q: 3 clusters Score -6780206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6780214.500000 Penalty: 5410.190430
	Iteration 33Q: 3 clusters Score -6780214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6780228.000000 Penalty: 5410.190430
	Iteration 34Q: 3 clusters Score -6780228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -6780236.500000 Penalty: 5410.190430
	Iteration 35Q: 3 clusters Score -6780236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -6780237.500000 Penalty: 5410.190430
	Iteration 36Q: 3 clusters Score -6780238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -6780250.500000 Penalty: 5410.190430
	Iteration 37Q: 3 clusters Score -6780250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -6780249.000000 Penalty: 5410.190430
	Iteration 38Q: 3 clusters Score -6780249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -6780252.500000 Penalty: 5410.190430
	Iteration 39Q: 3 clusters Score -6780252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -6780241.500000 Penalty: 5410.190430
	Iteration 40F: 3 clusters Score -6780242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -6780238.000000 Penalty: 5410.190430
	Iteration 41Q: 3 clusters Score -6780238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6780243.500000 Penalty: 5410.190430
	Iteration 42Q: 3 clusters Score -6780244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -6780246.000000 Penalty: 5410.190430
	Iteration 43Q: 3 clusters Score -6780246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6780255.500000 Penalty: 5410.190430
	Iteration 44Q: 3 clusters Score -6780256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6780248.000000 Penalty: 5410.190430
	Iteration 45Q: 3 clusters Score -6780248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -6780252.000000 Penalty: 5410.190430
	Iteration 46Q: 3 clusters Score -6780252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -6780254.500000 Penalty: 5410.190430
	Iteration 47Q: 3 clusters Score -6780254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6780254.000000 Penalty: 5410.190430
	Iteration 48Q: 3 clusters Score -6780254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6780257.000000 Penalty: 5410.190430
	Iteration 49Q: 3 clusters Score -6780257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -6780265.500000 Penalty: 5410.190430
	Iteration 50Q: 3 clusters Score -6780266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6780271.000000 Penalty: 5410.190430
	Iteration 51Q: 3 clusters Score -6780271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -6780270.000000 Penalty: 5410.190430
	Iteration 52Q: 3 clusters Score -6780270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -6780271.500000 Penalty: 5410.190430
	Iteration 53Q: 3 clusters Score -6780272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -6780279.500000 Penalty: 5410.190430
	Iteration 54Q: 3 clusters Score -6780280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -6780287.500000 Penalty: 5410.190430
	Iteration 55Q: 3 clusters Score -6780288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -6780287.000000 Penalty: 5410.190430
	Iteration 56Q: 3 clusters Score -6780287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -6780292.500000 Penalty: 5410.190430
	Iteration 57Q: 3 clusters Score -6780292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -6780306.000000 Penalty: 5410.190430
	Iteration 58Q: 3 clusters Score -6780306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6780309.500000 Penalty: 5410.190430
	Iteration 59Q: 3 clusters Score -6780310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -6780311.500000 Penalty: 5410.190430
	Iteration 60F: 3 clusters Score -6780312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -6780312.000000 Penalty: 5410.190430
	Iteration 61Q: 3 clusters Score -6780312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -6780311.500000 Penalty: 5410.190430
	Iteration 62Q: 3 clusters Score -6780312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -6780307.500000 Penalty: 5410.190430
	Iteration 63Q: 3 clusters Score -6780308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -6780316.500000 Penalty: 5410.190430
	Iteration 64Q: 3 clusters Score -6780316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -6780316.500000 Penalty: 5410.190430
	Iteration 65Q: 3 clusters Score -6780316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -6780323.000000 Penalty: 5410.190430
	Iteration 66Q: 3 clusters Score -6780323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -6780323.000000 Penalty: 5410.190430
	Iteration 67F: 3 clusters Score -6780323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -799301.562500 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -799301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -793948.625000 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -793948.6 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -795280.312500 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -795280.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -795510.187500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -795510.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -795642.062500 Penalty: 4345.573730
	Iteration 3Q: 3 clusters Score -795642.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -795768.125000 Penalty: 4345.573730
	Iteration 4Q: 3 clusters Score -795768.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -795886.250000 Penalty: 4345.573730
	Iteration 5Q: 3 clusters Score -795886.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -795971.125000 Penalty: 4345.573730
	Iteration 6Q: 3 clusters Score -795971.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -796060.562500 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -796060.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -796165.562500 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -796165.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -796291.750000 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -796291.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -796501.187500 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -796501.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -796839.125000 Penalty: 4345.573730
	Iteration 11F: 3 clusters Score -796839.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -797264.750000 Penalty: 4345.573730
	Iteration 12F: 3 clusters Score -797264.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -797685.062500 Penalty: 4345.573730
	Iteration 13F: 3 clusters Score -797685.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -798049.937500 Penalty: 4345.573730
	Iteration 14F: 3 clusters Score -798049.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -798271.750000 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -798271.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -798431.875000 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -798431.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -798521.562500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -798521.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -798571.687500 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -798571.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -798592.812500 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -798592.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -798610.937500 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -798610.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -798624.500000 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -798624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -798626.875000 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -798626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -798626.812500 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -798626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -798627.875000 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -798627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -798627.875000 Penalty: 4345.573730
	Iteration 25F: 3 clusters Score -798627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (223705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223705 members 
Entering Unmasked Estep 
Score: -27417382.000000 Penalty: 3054.884766
	Iteration 0F: 2 clusters Score -2.741738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111817 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -27276078.000000 Penalty: 6109.769531
	Iteration 0F: 3 clusters Score -2.727608e+07 nChanged 108142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -27341106.000000 Penalty: 6109.769531
	Iteration 1F: 3 clusters Score -2.734111e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -27344548.000000 Penalty: 6109.769531
	Iteration 2Q: 3 clusters Score -2.734455e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -27350298.000000 Penalty: 6109.769531
	Iteration 3Q: 3 clusters Score -2.73503e+07 nChanged 13706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -27360626.000000 Penalty: 6109.769531
	Iteration 4F: 3 clusters Score -2.736063e+07 nChanged 17327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 124362 members 
Entering Unmasked Estep 
Score: -27377090.000000 Penalty: 6109.769531
	Iteration 5F: 3 clusters Score -2.737709e+07 nChanged 19161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 130379 members 
Entering Unmasked Estep 
Score: -27396706.000000 Penalty: 6109.769531
	Iteration 6F: 3 clusters Score -2.739671e+07 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88730 members 
Mstep: Class 2 contains 134975 members 
Entering Unmasked Estep 
Score: -27408552.000000 Penalty: 6109.769531
	Iteration 7F: 3 clusters Score -2.740855e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 138136 members 
Entering Unmasked Estep 
Score: -27413498.000000 Penalty: 6109.769531
	Iteration 8Q: 3 clusters Score -2.74135e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -27416076.000000 Penalty: 6109.769531
	Iteration 9Q: 3 clusters Score -2.741608e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -27417520.000000 Penalty: 6109.769531
	Iteration 10Q: 3 clusters Score -2.741752e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79912 members 
Mstep: Class 2 contains 143793 members 
Entering Unmasked Estep 
Score: -27418482.000000 Penalty: 6109.769531
	Iteration 11Q: 3 clusters Score -2.741848e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 144999 members 
Entering Unmasked Estep 
Score: -27419140.000000 Penalty: 6109.769531
	Iteration 12Q: 3 clusters Score -2.741914e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -27419516.000000 Penalty: 6109.769531
	Iteration 13Q: 3 clusters Score -2.741952e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 147135 members 
Entering Unmasked Estep 
Score: -27419866.000000 Penalty: 6109.769531
	Iteration 14Q: 3 clusters Score -2.741987e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -27419980.000000 Penalty: 6109.769531
	Iteration 15Q: 3 clusters Score -2.741998e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -27420084.000000 Penalty: 6109.769531
	Iteration 16Q: 3 clusters Score -2.742008e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 149923 members 
Entering Unmasked Estep 
Score: -27420074.000000 Penalty: 6109.769531
	Iteration 17Q: 3 clusters Score -2.742007e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 150773 members 
Entering Unmasked Estep 
Score: -27420064.000000 Penalty: 6109.769531
	Iteration 18Q: 3 clusters Score -2.742006e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 151615 members 
Entering Unmasked Estep 
Score: -27420198.000000 Penalty: 6109.769531
	Iteration 19Q: 3 clusters Score -2.74202e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -27420242.000000 Penalty: 6109.769531
	Iteration 20F: 3 clusters Score -2.742024e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -27420300.000000 Penalty: 6109.769531
	Iteration 21Q: 3 clusters Score -2.74203e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 153951 members 
Entering Unmasked Estep 
Score: -27420392.000000 Penalty: 6109.769531
	Iteration 22Q: 3 clusters Score -2.742039e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 154689 members 
Entering Unmasked Estep 
Score: -27420546.000000 Penalty: 6109.769531
	Iteration 23Q: 3 clusters Score -2.742055e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
Score: -27420602.000000 Penalty: 6109.769531
	Iteration 24Q: 3 clusters Score -2.74206e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 156196 members 
Entering Unmasked Estep 
Score: -27420696.000000 Penalty: 6109.769531
	Iteration 25Q: 3 clusters Score -2.74207e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -27420706.000000 Penalty: 6109.769531
	Iteration 26Q: 3 clusters Score -2.742071e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 157820 members 
Entering Unmasked Estep 
Score: -27420716.000000 Penalty: 6109.769531
	Iteration 27Q: 3 clusters Score -2.742072e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 158639 members 
Entering Unmasked Estep 
Score: -27420694.000000 Penalty: 6109.769531
	Iteration 28Q: 3 clusters Score -2.742069e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 159518 members 
Entering Unmasked Estep 
Score: -27420746.000000 Penalty: 6109.769531
	Iteration 29Q: 3 clusters Score -2.742075e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -27420890.000000 Penalty: 6109.769531
	Iteration 30Q: 3 clusters Score -2.742089e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -27420966.000000 Penalty: 6109.769531
	Iteration 31Q: 3 clusters Score -2.742097e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 162121 members 
Entering Unmasked Estep 
Score: -27421070.000000 Penalty: 6109.769531
	Iteration 32Q: 3 clusters Score -2.742107e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 162965 members 
Entering Unmasked Estep 
Score: -27421070.000000 Penalty: 6109.769531
	Iteration 33Q: 3 clusters Score -2.742107e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 163774 members 
Entering Unmasked Estep 
Score: -27421012.000000 Penalty: 6109.769531
	Iteration 34Q: 3 clusters Score -2.742101e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 164586 members 
Entering Unmasked Estep 
Score: -27421154.000000 Penalty: 6109.769531
	Iteration 35Q: 3 clusters Score -2.742115e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 165392 members 
Entering Unmasked Estep 
Score: -27421088.000000 Penalty: 6109.769531
	Iteration 36Q: 3 clusters Score -2.742109e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -27421176.000000 Penalty: 6109.769531
	Iteration 37Q: 3 clusters Score -2.742118e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 166876 members 
Entering Unmasked Estep 
Score: -27421150.000000 Penalty: 6109.769531
	Iteration 38Q: 3 clusters Score -2.742115e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 167553 members 
Entering Unmasked Estep 
Score: -27421168.000000 Penalty: 6109.769531
	Iteration 39Q: 3 clusters Score -2.742117e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 168219 members 
Entering Unmasked Estep 
Score: -27421166.000000 Penalty: 6109.769531
	Iteration 40F: 3 clusters Score -2.742117e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 168891 members 
Entering Unmasked Estep 
Score: -27421106.000000 Penalty: 6109.769531
	Iteration 41Q: 3 clusters Score -2.742111e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 169556 members 
Entering Unmasked Estep 
Score: -27421058.000000 Penalty: 6109.769531
	Iteration 42Q: 3 clusters Score -2.742106e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -27421018.000000 Penalty: 6109.769531
	Iteration 43Q: 3 clusters Score -2.742102e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -27420964.000000 Penalty: 6109.769531
	Iteration 44Q: 3 clusters Score -2.742096e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -27420972.000000 Penalty: 6109.769531
	Iteration 45Q: 3 clusters Score -2.742097e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 172148 members 
Entering Unmasked Estep 
Score: -27420940.000000 Penalty: 6109.769531
	Iteration 46Q: 3 clusters Score -2.742094e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -27420914.000000 Penalty: 6109.769531
	Iteration 47Q: 3 clusters Score -2.742091e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 173316 members 
Entering Unmasked Estep 
Score: -27420936.000000 Penalty: 6109.769531
	Iteration 48Q: 3 clusters Score -2.742094e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -27420900.000000 Penalty: 6109.769531
	Iteration 49Q: 3 clusters Score -2.74209e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 174392 members 
Entering Unmasked Estep 
Score: -27420854.000000 Penalty: 6109.769531
	Iteration 50Q: 3 clusters Score -2.742085e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 174865 members 
Entering Unmasked Estep 
Score: -27420862.000000 Penalty: 6109.769531
	Iteration 51Q: 3 clusters Score -2.742086e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -27420850.000000 Penalty: 6109.769531
	Iteration 52Q: 3 clusters Score -2.742085e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 175809 members 
Entering Unmasked Estep 
Score: -27420822.000000 Penalty: 6109.769531
	Iteration 53Q: 3 clusters Score -2.742082e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 176309 members 
Entering Unmasked Estep 
Score: -27420774.000000 Penalty: 6109.769531
	Iteration 54Q: 3 clusters Score -2.742077e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -27420734.000000 Penalty: 6109.769531
	Iteration 55Q: 3 clusters Score -2.742073e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -27420756.000000 Penalty: 6109.769531
	Iteration 56Q: 3 clusters Score -2.742076e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 177695 members 
Entering Unmasked Estep 
Score: -27420744.000000 Penalty: 6109.769531
	Iteration 57Q: 3 clusters Score -2.742074e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 178143 members 
Entering Unmasked Estep 
Score: -27420706.000000 Penalty: 6109.769531
	Iteration 58Q: 3 clusters Score -2.742071e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 178593 members 
Entering Unmasked Estep 
Score: -27420636.000000 Penalty: 6109.769531
	Iteration 59Q: 3 clusters Score -2.742064e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 179036 members 
Entering Unmasked Estep 
Score: -27420646.000000 Penalty: 6109.769531
	Iteration 60F: 3 clusters Score -2.742065e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 179475 members 
Entering Unmasked Estep 
Score: -27420634.000000 Penalty: 6109.769531
	Iteration 61Q: 3 clusters Score -2.742063e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -27420584.000000 Penalty: 6109.769531
	Iteration 62Q: 3 clusters Score -2.742058e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 180356 members 
Entering Unmasked Estep 
Score: -27420600.000000 Penalty: 6109.769531
	Iteration 63Q: 3 clusters Score -2.74206e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 180762 members 
Entering Unmasked Estep 
Score: -27420650.000000 Penalty: 6109.769531
	Iteration 64Q: 3 clusters Score -2.742065e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 181140 members 
Entering Unmasked Estep 
Score: -27420662.000000 Penalty: 6109.769531
	Iteration 65Q: 3 clusters Score -2.742066e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -27420604.000000 Penalty: 6109.769531
	Iteration 66Q: 3 clusters Score -2.74206e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 181933 members 
Entering Unmasked Estep 
Score: -27420518.000000 Penalty: 6109.769531
	Iteration 67Q: 3 clusters Score -2.742052e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 182317 members 
Entering Unmasked Estep 
Score: -27420486.000000 Penalty: 6109.769531
	Iteration 68Q: 3 clusters Score -2.742049e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 182694 members 
Entering Unmasked Estep 
Score: -27420416.000000 Penalty: 6109.769531
	Iteration 69Q: 3 clusters Score -2.742042e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 183081 members 
Entering Unmasked Estep 
Score: -27420348.000000 Penalty: 6109.769531
	Iteration 70Q: 3 clusters Score -2.742035e+07 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 183435 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.742025e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 183801 members 
Entering Unmasked Estep 
Score: -27420158.000000 Penalty: 6109.769531
	Iteration 72Q: 3 clusters Score -2.742016e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 184150 members 
Entering Unmasked Estep 
Score: -27420188.000000 Penalty: 6109.769531
	Iteration 73Q: 3 clusters Score -2.742019e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 184490 members 
Entering Unmasked Estep 
Score: -27420158.000000 Penalty: 6109.769531
	Iteration 74Q: 3 clusters Score -2.742016e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 184832 members 
Entering Unmasked Estep 
Score: -27420146.000000 Penalty: 6109.769531
	Iteration 75Q: 3 clusters Score -2.742015e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 185124 members 
Entering Unmasked Estep 
Score: -27420138.000000 Penalty: 6109.769531
	Iteration 76Q: 3 clusters Score -2.742014e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 185398 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.742008e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 185682 members 
Entering Unmasked Estep 
Score: -27420102.000000 Penalty: 6109.769531
	Iteration 78Q: 3 clusters Score -2.74201e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 185948 members 
Entering Unmasked Estep 
Score: -27420186.000000 Penalty: 6109.769531
	Iteration 79Q: 3 clusters Score -2.742019e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 186191 members 
Entering Unmasked Estep 
Score: -27420246.000000 Penalty: 6109.769531
	Iteration 80F: 3 clusters Score -2.742025e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 186464 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.742018e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 186716 members 
Entering Unmasked Estep 
Score: -27420220.000000 Penalty: 6109.769531
	Iteration 82Q: 3 clusters Score -2.742022e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 186961 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.74202e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 187240 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.742026e+07 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 187511 members 
Entering Unmasked Estep 
Score: -27420196.000000 Penalty: 6109.769531
	Iteration 85Q: 3 clusters Score -2.74202e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 187797 members 
Entering Unmasked Estep 
Score: -27420196.000000 Penalty: 6109.769531
	Iteration 86Q: 3 clusters Score -2.74202e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 188069 members 
Entering Unmasked Estep 
Score: -27420172.000000 Penalty: 6109.769531
	Iteration 87Q: 3 clusters Score -2.742017e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 188336 members 
Entering Unmasked Estep 
Score: -27420198.000000 Penalty: 6109.769531
	Iteration 88Q: 3 clusters Score -2.74202e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 188570 members 
Entering Unmasked Estep 
Score: -27420168.000000 Penalty: 6109.769531
	Iteration 89Q: 3 clusters Score -2.742017e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 188800 members 
Entering Unmasked Estep 
Score: -27420110.000000 Penalty: 6109.769531
	Iteration 90Q: 3 clusters Score -2.742011e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 189005 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.74201e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 189217 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.742007e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 189427 members 
Entering Unmasked Estep 
Score: -27420012.000000 Penalty: 6109.769531
	Iteration 93Q: 3 clusters Score -2.742001e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 189635 members 
Entering Unmasked Estep 
Score: -27420046.000000 Penalty: 6109.769531
	Iteration 94Q: 3 clusters Score -2.742005e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 189832 members 
Entering Unmasked Estep 
Score: -27419972.000000 Penalty: 6109.769531
	Iteration 95Q: 3 clusters Score -2.741997e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -27419916.000000 Penalty: 6109.769531
	Iteration 96Q: 3 clusters Score -2.741992e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 190194 members 
Entering Unmasked Estep 
Score: -27419896.000000 Penalty: 6109.769531
	Iteration 97Q: 3 clusters Score -2.74199e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 190375 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.741985e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 190578 members 
Entering Unmasked Estep 
Score: -27419818.000000 Penalty: 6109.769531
	Iteration 99Q: 3 clusters Score -2.741982e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 190805 members 
Entering Unmasked Estep 
Score: -27419824.000000 Penalty: 6109.769531
	Iteration 100F: 3 clusters Score -2.741982e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 191023 members 
Entering Unmasked Estep 
Score: -27419772.000000 Penalty: 6109.769531
	Iteration 101Q: 3 clusters Score -2.741977e+07 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -27419720.000000 Penalty: 6109.769531
	Iteration 102Q: 3 clusters Score -2.741972e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 191370 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.741976e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 191519 members 
Entering Unmasked Estep 
Score: -27419728.000000 Penalty: 6109.769531
	Iteration 104Q: 3 clusters Score -2.741973e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 191650 members 
Entering Unmasked Estep 
Score: -27419698.000000 Penalty: 6109.769531
	Iteration 105Q: 3 clusters Score -2.74197e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 191782 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.74197e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 191892 members 
Entering Unmasked Estep 
Score: -27419656.000000 Penalty: 6109.769531
	Iteration 107Q: 3 clusters Score -2.741966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 191984 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.741966e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 192089 members 
Entering Unmasked Estep 
Score: -27419654.000000 Penalty: 6109.769531
	Iteration 109Q: 3 clusters Score -2.741965e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 192204 members 
Entering Unmasked Estep 
Score: -27419650.000000 Penalty: 6109.769531
	Iteration 110Q: 3 clusters Score -2.741965e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 192330 members 
Entering Unmasked Estep 
Score: -27419666.000000 Penalty: 6109.769531
	Iteration 111Q: 3 clusters Score -2.741967e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 192452 members 
Entering Unmasked Estep 
Score: -27419640.000000 Penalty: 6109.769531
	Iteration 112Q: 3 clusters Score -2.741964e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 192573 members 
Entering Unmasked Estep 
Score: -27419616.000000 Penalty: 6109.769531
	Iteration 113Q: 3 clusters Score -2.741962e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 192706 members 
Entering Unmasked Estep 
Score: -27419594.000000 Penalty: 6109.769531
	Iteration 114Q: 3 clusters Score -2.741959e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 192840 members 
Entering Unmasked Estep 
Score: -27419612.000000 Penalty: 6109.769531
	Iteration 115Q: 3 clusters Score -2.741961e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 192964 members 
Entering Unmasked Estep 
Score: -27419590.000000 Penalty: 6109.769531
	Iteration 116Q: 3 clusters Score -2.741959e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 193089 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.741961e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 193193 members 
Entering Unmasked Estep 
Score: -27419622.000000 Penalty: 6109.769531
	Iteration 118Q: 3 clusters Score -2.741962e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 193292 members 
Entering Unmasked Estep 
Score: -27419630.000000 Penalty: 6109.769531
	Iteration 119Q: 3 clusters Score -2.741963e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 193387 members 
Entering Unmasked Estep 
Score: -27419612.000000 Penalty: 6109.769531
	Iteration 120F: 3 clusters Score -2.741961e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 193489 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.741959e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 193587 members 
Entering Unmasked Estep 
Score: -27419594.000000 Penalty: 6109.769531
	Iteration 122Q: 3 clusters Score -2.741959e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 193686 members 
Entering Unmasked Estep 
Score: -27419642.000000 Penalty: 6109.769531
	Iteration 123Q: 3 clusters Score -2.741964e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.741963e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 193888 members 
Entering Unmasked Estep 
Score: -27419664.000000 Penalty: 6109.769531
	Iteration 125Q: 3 clusters Score -2.741966e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 193995 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.741967e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 194098 members 
Entering Unmasked Estep 
Score: -27419596.000000 Penalty: 6109.769531
	Iteration 127Q: 3 clusters Score -2.74196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 194176 members 
Entering Unmasked Estep 
Score: -27419622.000000 Penalty: 6109.769531
	Iteration 128Q: 3 clusters Score -2.741962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 194256 members 
Entering Unmasked Estep 
Score: -27419632.000000 Penalty: 6109.769531
	Iteration 129Q: 3 clusters Score -2.741963e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.741959e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 194402 members 
Entering Unmasked Estep 
Score: -27419558.000000 Penalty: 6109.769531
	Iteration 131Q: 3 clusters Score -2.741956e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 194461 members 
Entering Unmasked Estep 
Score: -27419548.000000 Penalty: 6109.769531
	Iteration 132Q: 3 clusters Score -2.741955e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 194519 members 
Entering Unmasked Estep 
Score: -27419534.000000 Penalty: 6109.769531
	Iteration 133Q: 3 clusters Score -2.741953e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.741955e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.741955e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 194650 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.741957e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 194699 members 
Entering Unmasked Estep 
Score: -27419560.000000 Penalty: 6109.769531
	Iteration 137Q: 3 clusters Score -2.741956e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 194758 members 
Entering Unmasked Estep 
Score: -27419522.000000 Penalty: 6109.769531
	Iteration 138Q: 3 clusters Score -2.741952e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 194802 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.741957e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 194859 members 
Entering Unmasked Estep 
Score: -27419544.000000 Penalty: 6109.769531
	Iteration 140F: 3 clusters Score -2.741954e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 194901 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.741954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 194936 members 
Entering Unmasked Estep 
Score: -27419506.000000 Penalty: 6109.769531
	Iteration 142Q: 3 clusters Score -2.741951e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -27419512.000000 Penalty: 6109.769531
	Iteration 143Q: 3 clusters Score -2.741951e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 195000 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.741949e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 195029 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.741951e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.741948e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195064 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.74195e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 195089 members 
Entering Unmasked Estep 
Score: -27419504.000000 Penalty: 6109.769531
	Iteration 148Q: 3 clusters Score -2.74195e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 195110 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.741947e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 195129 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.741948e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 195143 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.741948e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 195158 members 
Entering Unmasked Estep 
Score: -27419448.000000 Penalty: 6109.769531
	Iteration 152Q: 3 clusters Score -2.741945e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 195173 members 
Entering Unmasked Estep 
Score: -27419448.000000 Penalty: 6109.769531
	Iteration 153Q: 3 clusters Score -2.741945e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 195180 members 
Entering Unmasked Estep 
Score: -27419432.000000 Penalty: 6109.769531
	Iteration 154Q: 3 clusters Score -2.741943e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.741944e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -27419452.000000 Penalty: 6109.769531
	Iteration 156Q: 3 clusters Score -2.741945e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 195225 members 
Entering Unmasked Estep 
Score: -27419454.000000 Penalty: 6109.769531
	Iteration 157Q: 3 clusters Score -2.741945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 195239 members 
Entering Unmasked Estep 
Score: -27419456.000000 Penalty: 6109.769531
	Iteration 158Q: 3 clusters Score -2.741946e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 195256 members 
Entering Unmasked Estep 
Score: -27419462.000000 Penalty: 6109.769531
	Iteration 159Q: 3 clusters Score -2.741946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 195269 members 
Entering Unmasked Estep 
Score: -27419456.000000 Penalty: 6109.769531
	Iteration 160F: 3 clusters Score -2.741946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 195284 members 
Entering Unmasked Estep 
Score: -27419454.000000 Penalty: 6109.769531
	Iteration 161Q: 3 clusters Score -2.741945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 195295 members 
Entering Unmasked Estep 
Score: -27419452.000000 Penalty: 6109.769531
	Iteration 162Q: 3 clusters Score -2.741945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 195306 members 
Entering Unmasked Estep 
Score: -27419446.000000 Penalty: 6109.769531
	Iteration 163Q: 3 clusters Score -2.741945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 195315 members 
Entering Unmasked Estep 
Score: -27419438.000000 Penalty: 6109.769531
	Iteration 164Q: 3 clusters Score -2.741944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 195327 members 
Entering Unmasked Estep 
Score: -27419426.000000 Penalty: 6109.769531
	Iteration 165Q: 3 clusters Score -2.741943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 195338 members 
Entering Unmasked Estep 
Score: -27419428.000000 Penalty: 6109.769531
	Iteration 166Q: 3 clusters Score -2.741943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 195355 members 
Entering Unmasked Estep 
Score: -27419414.000000 Penalty: 6109.769531
	Iteration 167Q: 3 clusters Score -2.741941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -27419408.000000 Penalty: 6109.769531
	Iteration 168Q: 3 clusters Score -2.741941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 195364 members 
Entering Unmasked Estep 
Score: -27419414.000000 Penalty: 6109.769531
	Iteration 169Q: 3 clusters Score -2.741941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 195366 members 
Entering Unmasked Estep 
Score: -27419408.000000 Penalty: 6109.769531
	Iteration 170Q: 3 clusters Score -2.741941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 195368 members 
Entering Unmasked Estep 
Score: -27419414.000000 Penalty: 6109.769531
	Iteration 171Q: 3 clusters Score -2.741941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 195370 members 
Entering Unmasked Estep 
Score: -27419410.000000 Penalty: 6109.769531
	Iteration 172Q: 3 clusters Score -2.741941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 195375 members 
Entering Unmasked Estep 
Score: -27419414.000000 Penalty: 6109.769531
	Iteration 173Q: 3 clusters Score -2.741941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 195378 members 
Entering Unmasked Estep 
Score: -27419404.000000 Penalty: 6109.769531
	Iteration 174Q: 3 clusters Score -2.74194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 195379 members 
Entering Unmasked Estep 
Score: -27419410.000000 Penalty: 6109.769531
	Iteration 175Q: 3 clusters Score -2.741941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 195381 members 
Entering Unmasked Estep 
Score: -27419404.000000 Penalty: 6109.769531
	Iteration 176Q: 3 clusters Score -2.74194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 195385 members 
Entering Unmasked Estep 
Score: -27419394.000000 Penalty: 6109.769531
	Iteration 177Q: 3 clusters Score -2.741939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 195386 members 
Entering Unmasked Estep 
Score: -27419406.000000 Penalty: 6109.769531
	Iteration 178Q: 3 clusters Score -2.741941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -27419402.000000 Penalty: 6109.769531
	Iteration 179Q: 3 clusters Score -2.74194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -27419402.000000 Penalty: 6109.769531
	Iteration 180F: 3 clusters Score -2.74194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 197460 members 
Mstep: Class 4 contains 10242 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 200669 members 
Mstep: Class 7 contains 84408 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54592 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 28318 members 
Mstep: Class 13 contains 90128 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 101248 members 
Mstep: Class 16 contains 110078 members 
Mstep: Class 17 contains 154666 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 11676 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93751 members 
Mstep: Class 24 contains 18718 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198269 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195387 members 
Entering Unmasked Estep 
Score: -194720288.000000 Penalty: 106339.234375
Splitting cluster 12 changes total score from -194718016.000000 to -194720288.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (90128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Entering Unmasked Estep 
Score: -11223365.000000 Penalty: 2829.428467
	Iteration 0F: 2 clusters Score -1.122336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -11162988.000000 Penalty: 5658.856934
	Iteration 0F: 3 clusters Score -1.116299e+07 nChanged 42603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -11187105.000000 Penalty: 5658.856934
	Iteration 1F: 3 clusters Score -1.11871e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -11187898.000000 Penalty: 5658.856934
	Iteration 2Q: 3 clusters Score -1.11879e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -11188943.000000 Penalty: 5658.856934
	Iteration 3Q: 3 clusters Score -1.118894e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -11190066.000000 Penalty: 5658.856934
	Iteration 4Q: 3 clusters Score -1.119007e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -11191353.000000 Penalty: 5658.856934
	Iteration 5Q: 3 clusters Score -1.119135e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -11193200.000000 Penalty: 5658.856934
	Iteration 6Q: 3 clusters Score -1.11932e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -11195542.000000 Penalty: 5658.856934
	Iteration 7Q: 3 clusters Score -1.119554e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -11198811.000000 Penalty: 5658.856934
	Iteration 8F: 3 clusters Score -1.119881e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -11202990.000000 Penalty: 5658.856934
	Iteration 9F: 3 clusters Score -1.120299e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 72574 members 
Entering Unmasked Estep 
Score: -11207372.000000 Penalty: 5658.856934
	Iteration 10F: 3 clusters Score -1.120737e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -11211377.000000 Penalty: 5658.856934
	Iteration 11F: 3 clusters Score -1.121138e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 81261 members 
Entering Unmasked Estep 
Score: -11214508.000000 Penalty: 5658.856934
	Iteration 12Q: 3 clusters Score -1.121451e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -11216868.000000 Penalty: 5658.856934
	Iteration 13Q: 3 clusters Score -1.121687e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -11218296.000000 Penalty: 5658.856934
	Iteration 14Q: 3 clusters Score -1.12183e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -11219257.000000 Penalty: 5658.856934
	Iteration 15Q: 3 clusters Score -1.121926e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -11219908.000000 Penalty: 5658.856934
	Iteration 16Q: 3 clusters Score -1.121991e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 88701 members 
Entering Unmasked Estep 
Score: -11220266.000000 Penalty: 5658.856934
	Iteration 17Q: 3 clusters Score -1.122027e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11220463.000000 Penalty: 5658.856934
	Iteration 18Q: 3 clusters Score -1.122046e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 89116 members 
Entering Unmasked Estep 
Score: -11220587.000000 Penalty: 5658.856934
	Iteration 19Q: 3 clusters Score -1.122059e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -11220666.000000 Penalty: 5658.856934
	Iteration 20F: 3 clusters Score -1.122067e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 89289 members 
Entering Unmasked Estep 
Score: -11220722.000000 Penalty: 5658.856934
	Iteration 21Q: 3 clusters Score -1.122072e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -11220768.000000 Penalty: 5658.856934
	Iteration 22Q: 3 clusters Score -1.122077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -11220812.000000 Penalty: 5658.856934
	Iteration 23Q: 3 clusters Score -1.122081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -11220832.000000 Penalty: 5658.856934
	Iteration 24Q: 3 clusters Score -1.122083e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -11220859.000000 Penalty: 5658.856934
	Iteration 25Q: 3 clusters Score -1.122086e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -11220856.000000 Penalty: 5658.856934
	Iteration 26Q: 3 clusters Score -1.122086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -11220878.000000 Penalty: 5658.856934
	Iteration 27Q: 3 clusters Score -1.122088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -11220900.000000 Penalty: 5658.856934
	Iteration 28Q: 3 clusters Score -1.12209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -11220925.000000 Penalty: 5658.856934
	Iteration 29Q: 3 clusters Score -1.122092e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -11220941.000000 Penalty: 5658.856934
	Iteration 30Q: 3 clusters Score -1.122094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -11220944.000000 Penalty: 5658.856934
	Iteration 31Q: 3 clusters Score -1.122094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -11220953.000000 Penalty: 5658.856934
	Iteration 32Q: 3 clusters Score -1.122095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -11220966.000000 Penalty: 5658.856934
	Iteration 33Q: 3 clusters Score -1.122097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -11220970.000000 Penalty: 5658.856934
	Iteration 34Q: 3 clusters Score -1.122097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -11220988.000000 Penalty: 5658.856934
	Iteration 35Q: 3 clusters Score -1.122099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 89568 members 
Entering Unmasked Estep 
Score: -11220984.000000 Penalty: 5658.856934
	Iteration 36Q: 3 clusters Score -1.122098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -11220986.000000 Penalty: 5658.856934
	Iteration 37Q: 3 clusters Score -1.122099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -11220991.000000 Penalty: 5658.856934
	Iteration 38Q: 3 clusters Score -1.122099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -11220991.000000 Penalty: 5658.856934
	Iteration 39Q: 3 clusters Score -1.122099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -11220991.000000 Penalty: 5658.856934
	Iteration 40F: 3 clusters Score -1.122099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Entering Unmasked Estep 
Score: -728836.437500 Penalty: 2169.540283
	Iteration 0F: 2 clusters Score -728836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -723650.937500 Penalty: 4339.080566
	Iteration 0F: 3 clusters Score -723650.9 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -725252.437500 Penalty: 4339.080566
	Iteration 1F: 3 clusters Score -725252.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -725642.000000 Penalty: 4339.080566
	Iteration 2F: 3 clusters Score -725642 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -725907.687500 Penalty: 4339.080566
	Iteration 3F: 3 clusters Score -725907.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -726143.687500 Penalty: 4339.080566
	Iteration 4F: 3 clusters Score -726143.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -726345.687500 Penalty: 4339.080566
	Iteration 5Q: 3 clusters Score -726345.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -726535.437500 Penalty: 4339.080566
	Iteration 6Q: 3 clusters Score -726535.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -726698.687500 Penalty: 4339.080566
	Iteration 7Q: 3 clusters Score -726698.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -726829.312500 Penalty: 4339.080566
	Iteration 8Q: 3 clusters Score -726829.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -726923.750000 Penalty: 4339.080566
	Iteration 9Q: 3 clusters Score -726923.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -726985.750000 Penalty: 4339.080566
	Iteration 10Q: 3 clusters Score -726985.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -727029.937500 Penalty: 4339.080566
	Iteration 11Q: 3 clusters Score -727029.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -727061.125000 Penalty: 4339.080566
	Iteration 12Q: 3 clusters Score -727061.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -727090.875000 Penalty: 4339.080566
	Iteration 13Q: 3 clusters Score -727090.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -727109.750000 Penalty: 4339.080566
	Iteration 14Q: 3 clusters Score -727109.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -727129.562500 Penalty: 4339.080566
	Iteration 15Q: 3 clusters Score -727129.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -727144.500000 Penalty: 4339.080566
	Iteration 16Q: 3 clusters Score -727144.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -727166.437500 Penalty: 4339.080566
	Iteration 17Q: 3 clusters Score -727166.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -727179.875000 Penalty: 4339.080566
	Iteration 18Q: 3 clusters Score -727179.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -727189.437500 Penalty: 4339.080566
	Iteration 19Q: 3 clusters Score -727189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -727194.500000 Penalty: 4339.080566
	Iteration 20F: 3 clusters Score -727194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -727201.500000 Penalty: 4339.080566
	Iteration 21Q: 3 clusters Score -727201.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -727213.750000 Penalty: 4339.080566
	Iteration 22Q: 3 clusters Score -727213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -727217.250000 Penalty: 4339.080566
	Iteration 23Q: 3 clusters Score -727217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -727222.125000 Penalty: 4339.080566
	Iteration 24Q: 3 clusters Score -727222.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -727226.875000 Penalty: 4339.080566
	Iteration 25Q: 3 clusters Score -727226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -727229.687500 Penalty: 4339.080566
	Iteration 26Q: 3 clusters Score -727229.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -727232.750000 Penalty: 4339.080566
	Iteration 27Q: 3 clusters Score -727232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -727239.250000 Penalty: 4339.080566
	Iteration 28Q: 3 clusters Score -727239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -727243.500000 Penalty: 4339.080566
	Iteration 29Q: 3 clusters Score -727243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -727246.437500 Penalty: 4339.080566
	Iteration 30Q: 3 clusters Score -727246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -727249.562500 Penalty: 4339.080566
	Iteration 31Q: 3 clusters Score -727249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -727248.875000 Penalty: 4339.080566
	Iteration 32Q: 3 clusters Score -727248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -727250.812500 Penalty: 4339.080566
	Iteration 33Q: 3 clusters Score -727250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -727249.875000 Penalty: 4339.080566
	Iteration 34Q: 3 clusters Score -727249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -727249.875000 Penalty: 4339.080566
	Iteration 35F: 3 clusters Score -727249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (101248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Entering Unmasked Estep 
Score: -12572341.000000 Penalty: 2858.281494
	Iteration 0F: 2 clusters Score -1.257234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -12504511.000000 Penalty: 5716.562988
	Iteration 0F: 3 clusters Score -1.250451e+07 nChanged 47965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -12531602.000000 Penalty: 5716.562988
	Iteration 1F: 3 clusters Score -1.25316e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -12532361.000000 Penalty: 5716.562988
	Iteration 2Q: 3 clusters Score -1.253236e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -12533286.000000 Penalty: 5716.562988
	Iteration 3Q: 3 clusters Score -1.253329e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -12534259.000000 Penalty: 5716.562988
	Iteration 4Q: 3 clusters Score -1.253426e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -12536161.000000 Penalty: 5716.562988
	Iteration 5Q: 3 clusters Score -1.253616e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -12539222.000000 Penalty: 5716.562988
	Iteration 6F: 3 clusters Score -1.253922e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -12544195.000000 Penalty: 5716.562988
	Iteration 7F: 3 clusters Score -1.25442e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -12551183.000000 Penalty: 5716.562988
	Iteration 8F: 3 clusters Score -1.255118e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -12558544.000000 Penalty: 5716.562988
	Iteration 9F: 3 clusters Score -1.255854e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -12563788.000000 Penalty: 5716.562988
	Iteration 10F: 3 clusters Score -1.256379e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -12566231.000000 Penalty: 5716.562988
	Iteration 11Q: 3 clusters Score -1.256623e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -12567215.000000 Penalty: 5716.562988
	Iteration 12Q: 3 clusters Score -1.256722e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -12567806.000000 Penalty: 5716.562988
	Iteration 13Q: 3 clusters Score -1.256781e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87366 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -12568239.000000 Penalty: 5716.562988
	Iteration 14Q: 3 clusters Score -1.256824e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -12568592.000000 Penalty: 5716.562988
	Iteration 15Q: 3 clusters Score -1.256859e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -12568787.000000 Penalty: 5716.562988
	Iteration 16Q: 3 clusters Score -1.256879e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -12569035.000000 Penalty: 5716.562988
	Iteration 17Q: 3 clusters Score -1.256904e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -12569207.000000 Penalty: 5716.562988
	Iteration 18Q: 3 clusters Score -1.256921e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -12569414.000000 Penalty: 5716.562988
	Iteration 19Q: 3 clusters Score -1.256941e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -12569597.000000 Penalty: 5716.562988
	Iteration 20F: 3 clusters Score -1.25696e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -12569757.000000 Penalty: 5716.562988
	Iteration 21Q: 3 clusters Score -1.256976e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -12569889.000000 Penalty: 5716.562988
	Iteration 22Q: 3 clusters Score -1.256989e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -12569977.000000 Penalty: 5716.562988
	Iteration 23Q: 3 clusters Score -1.256998e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -12570046.000000 Penalty: 5716.562988
	Iteration 24Q: 3 clusters Score -1.257005e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94233 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -12570144.000000 Penalty: 5716.562988
	Iteration 25Q: 3 clusters Score -1.257014e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -12570219.000000 Penalty: 5716.562988
	Iteration 26Q: 3 clusters Score -1.257022e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94910 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -12570315.000000 Penalty: 5716.562988
	Iteration 27Q: 3 clusters Score -1.257032e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -12570359.000000 Penalty: 5716.562988
	Iteration 28Q: 3 clusters Score -1.257036e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -12570394.000000 Penalty: 5716.562988
	Iteration 29Q: 3 clusters Score -1.257039e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -12570415.000000 Penalty: 5716.562988
	Iteration 30Q: 3 clusters Score -1.257042e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -12570438.000000 Penalty: 5716.562988
	Iteration 31Q: 3 clusters Score -1.257044e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -12570497.000000 Penalty: 5716.562988
	Iteration 32Q: 3 clusters Score -1.25705e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -12570516.000000 Penalty: 5716.562988
	Iteration 33Q: 3 clusters Score -1.257052e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -12570534.000000 Penalty: 5716.562988
	Iteration 34Q: 3 clusters Score -1.257053e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -12570621.000000 Penalty: 5716.562988
	Iteration 35Q: 3 clusters Score -1.257062e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -12570616.000000 Penalty: 5716.562988
	Iteration 36Q: 3 clusters Score -1.257062e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96775 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -12570632.000000 Penalty: 5716.562988
	Iteration 37Q: 3 clusters Score -1.257063e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -12570641.000000 Penalty: 5716.562988
	Iteration 38Q: 3 clusters Score -1.257064e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -12570682.000000 Penalty: 5716.562988
	Iteration 39Q: 3 clusters Score -1.257068e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -12570673.000000 Penalty: 5716.562988
	Iteration 40F: 3 clusters Score -1.257067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -12570697.000000 Penalty: 5716.562988
	Iteration 41Q: 3 clusters Score -1.25707e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97185 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -12570694.000000 Penalty: 5716.562988
	Iteration 42Q: 3 clusters Score -1.257069e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -12570676.000000 Penalty: 5716.562988
	Iteration 43Q: 3 clusters Score -1.257068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -12570667.000000 Penalty: 5716.562988
	Iteration 44Q: 3 clusters Score -1.257067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97320 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -12570668.000000 Penalty: 5716.562988
	Iteration 45Q: 3 clusters Score -1.257067e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -12570661.000000 Penalty: 5716.562988
	Iteration 46Q: 3 clusters Score -1.257066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97396 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -12570687.000000 Penalty: 5716.562988
	Iteration 47Q: 3 clusters Score -1.257069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -12570683.000000 Penalty: 5716.562988
	Iteration 48Q: 3 clusters Score -1.257068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -12570694.000000 Penalty: 5716.562988
	Iteration 49Q: 3 clusters Score -1.257069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -12570706.000000 Penalty: 5716.562988
	Iteration 50Q: 3 clusters Score -1.257071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -12570696.000000 Penalty: 5716.562988
	Iteration 51Q: 3 clusters Score -1.25707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97504 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -12570700.000000 Penalty: 5716.562988
	Iteration 52Q: 3 clusters Score -1.25707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -12570695.000000 Penalty: 5716.562988
	Iteration 53Q: 3 clusters Score -1.25707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -12570702.000000 Penalty: 5716.562988
	Iteration 54Q: 3 clusters Score -1.25707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -12570702.000000 Penalty: 5716.562988
	Iteration 55Q: 3 clusters Score -1.25707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -12570700.000000 Penalty: 5716.562988
	Iteration 56Q: 3 clusters Score -1.25707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12570713.000000 Penalty: 5716.562988
	Iteration 57Q: 3 clusters Score -1.257071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -12570709.000000 Penalty: 5716.562988
	Iteration 58Q: 3 clusters Score -1.257071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -12570708.000000 Penalty: 5716.562988
	Iteration 59Q: 3 clusters Score -1.257071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -12570715.000000 Penalty: 5716.562988
	Iteration 60F: 3 clusters Score -1.257072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -12570709.000000 Penalty: 5716.562988
	Iteration 61Q: 3 clusters Score -1.257071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -12570709.000000 Penalty: 5716.562988
	Iteration 62F: 3 clusters Score -1.257071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (110078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Entering Unmasked Estep 
Score: -13703164.000000 Penalty: 2879.018311
	Iteration 0F: 2 clusters Score -1.370316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -13629363.000000 Penalty: 5758.036621
	Iteration 0F: 3 clusters Score -1.362936e+07 nChanged 52330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -13659447.000000 Penalty: 5758.036621
	Iteration 1F: 3 clusters Score -1.365945e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -13660442.000000 Penalty: 5758.036621
	Iteration 2Q: 3 clusters Score -1.366044e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -13661695.000000 Penalty: 5758.036621
	Iteration 3Q: 3 clusters Score -1.36617e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -13663294.000000 Penalty: 5758.036621
	Iteration 4Q: 3 clusters Score -1.366329e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -13665573.000000 Penalty: 5758.036621
	Iteration 5Q: 3 clusters Score -1.366557e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -13669038.000000 Penalty: 5758.036621
	Iteration 6F: 3 clusters Score -1.366904e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -13674842.000000 Penalty: 5758.036621
	Iteration 7F: 3 clusters Score -1.367484e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -13684031.000000 Penalty: 5758.036621
	Iteration 8F: 3 clusters Score -1.368403e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -13692727.000000 Penalty: 5758.036621
	Iteration 9F: 3 clusters Score -1.369273e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -13697186.000000 Penalty: 5758.036621
	Iteration 10Q: 3 clusters Score -1.369719e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -13698538.000000 Penalty: 5758.036621
	Iteration 11Q: 3 clusters Score -1.369854e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -13699144.000000 Penalty: 5758.036621
	Iteration 12Q: 3 clusters Score -1.369914e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 95950 members 
Entering Unmasked Estep 
Score: -13699564.000000 Penalty: 5758.036621
	Iteration 13Q: 3 clusters Score -1.369956e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
Score: -13699910.000000 Penalty: 5758.036621
	Iteration 14Q: 3 clusters Score -1.369991e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -13700181.000000 Penalty: 5758.036621
	Iteration 15Q: 3 clusters Score -1.370018e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -13700430.000000 Penalty: 5758.036621
	Iteration 16Q: 3 clusters Score -1.370043e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
Score: -13700655.000000 Penalty: 5758.036621
	Iteration 17Q: 3 clusters Score -1.370066e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -13700861.000000 Penalty: 5758.036621
	Iteration 18Q: 3 clusters Score -1.370086e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -13701137.000000 Penalty: 5758.036621
	Iteration 19Q: 3 clusters Score -1.370114e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -13701299.000000 Penalty: 5758.036621
	Iteration 20F: 3 clusters Score -1.37013e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -13701375.000000 Penalty: 5758.036621
	Iteration 21Q: 3 clusters Score -1.370138e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -13701441.000000 Penalty: 5758.036621
	Iteration 22Q: 3 clusters Score -1.370144e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 103087 members 
Entering Unmasked Estep 
Score: -13701548.000000 Penalty: 5758.036621
	Iteration 23Q: 3 clusters Score -1.370155e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -13701624.000000 Penalty: 5758.036621
	Iteration 24Q: 3 clusters Score -1.370162e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -13701684.000000 Penalty: 5758.036621
	Iteration 25Q: 3 clusters Score -1.370168e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -13701683.000000 Penalty: 5758.036621
	Iteration 26Q: 3 clusters Score -1.370168e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -13701692.000000 Penalty: 5758.036621
	Iteration 27Q: 3 clusters Score -1.370169e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -13701744.000000 Penalty: 5758.036621
	Iteration 28Q: 3 clusters Score -1.370174e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -13701755.000000 Penalty: 5758.036621
	Iteration 29Q: 3 clusters Score -1.370176e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -13701750.000000 Penalty: 5758.036621
	Iteration 30Q: 3 clusters Score -1.370175e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -13701824.000000 Penalty: 5758.036621
	Iteration 31Q: 3 clusters Score -1.370182e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -13701852.000000 Penalty: 5758.036621
	Iteration 32Q: 3 clusters Score -1.370185e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 105208 members 
Entering Unmasked Estep 
Score: -13701880.000000 Penalty: 5758.036621
	Iteration 33Q: 3 clusters Score -1.370188e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -13701889.000000 Penalty: 5758.036621
	Iteration 34Q: 3 clusters Score -1.370189e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -13701905.000000 Penalty: 5758.036621
	Iteration 35Q: 3 clusters Score -1.37019e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -13701913.000000 Penalty: 5758.036621
	Iteration 36Q: 3 clusters Score -1.370191e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -13701927.000000 Penalty: 5758.036621
	Iteration 37Q: 3 clusters Score -1.370193e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 105781 members 
Entering Unmasked Estep 
Score: -13701962.000000 Penalty: 5758.036621
	Iteration 38Q: 3 clusters Score -1.370196e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -13701951.000000 Penalty: 5758.036621
	Iteration 39Q: 3 clusters Score -1.370195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -13701988.000000 Penalty: 5758.036621
	Iteration 40F: 3 clusters Score -1.370199e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -13701997.000000 Penalty: 5758.036621
	Iteration 41Q: 3 clusters Score -1.3702e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -13701997.000000 Penalty: 5758.036621
	Iteration 42Q: 3 clusters Score -1.3702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -13701996.000000 Penalty: 5758.036621
	Iteration 43Q: 3 clusters Score -1.3702e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 106133 members 
Entering Unmasked Estep 
Score: -13702015.000000 Penalty: 5758.036621
	Iteration 44Q: 3 clusters Score -1.370202e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 106176 members 
Entering Unmasked Estep 
Score: -13702016.000000 Penalty: 5758.036621
	Iteration 45Q: 3 clusters Score -1.370202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -13702029.000000 Penalty: 5758.036621
	Iteration 46Q: 3 clusters Score -1.370203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 106247 members 
Entering Unmasked Estep 
Score: -13702025.000000 Penalty: 5758.036621
	Iteration 47Q: 3 clusters Score -1.370202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -13702036.000000 Penalty: 5758.036621
	Iteration 48Q: 3 clusters Score -1.370204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -13702030.000000 Penalty: 5758.036621
	Iteration 49Q: 3 clusters Score -1.370203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13702032.000000 Penalty: 5758.036621
	Iteration 50Q: 3 clusters Score -1.370203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -13702030.000000 Penalty: 5758.036621
	Iteration 51Q: 3 clusters Score -1.370203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -13702033.000000 Penalty: 5758.036621
	Iteration 52Q: 3 clusters Score -1.370203e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 106362 members 
Entering Unmasked Estep 
Score: -13702045.000000 Penalty: 5758.036621
	Iteration 53Q: 3 clusters Score -1.370204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 106375 members 
Entering Unmasked Estep 
Score: -13702048.000000 Penalty: 5758.036621
	Iteration 54Q: 3 clusters Score -1.370205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 106391 members 
Entering Unmasked Estep 
Score: -13702057.000000 Penalty: 5758.036621
	Iteration 55Q: 3 clusters Score -1.370206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -13702068.000000 Penalty: 5758.036621
	Iteration 56Q: 3 clusters Score -1.370207e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 106436 members 
Entering Unmasked Estep 
Score: -13702072.000000 Penalty: 5758.036621
	Iteration 57Q: 3 clusters Score -1.370207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
Score: -13702089.000000 Penalty: 5758.036621
	Iteration 58Q: 3 clusters Score -1.370209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -13702079.000000 Penalty: 5758.036621
	Iteration 59Q: 3 clusters Score -1.370208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -13702078.000000 Penalty: 5758.036621
	Iteration 60F: 3 clusters Score -1.370208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -13702092.000000 Penalty: 5758.036621
	Iteration 61Q: 3 clusters Score -1.370209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
Score: -13702085.000000 Penalty: 5758.036621
	Iteration 62Q: 3 clusters Score -1.370208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 106556 members 
Entering Unmasked Estep 
Score: -13702097.000000 Penalty: 5758.036621
	Iteration 63Q: 3 clusters Score -1.37021e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -13702083.000000 Penalty: 5758.036621
	Iteration 64Q: 3 clusters Score -1.370208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -13702069.000000 Penalty: 5758.036621
	Iteration 65Q: 3 clusters Score -1.370207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -13702073.000000 Penalty: 5758.036621
	Iteration 66Q: 3 clusters Score -1.370207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -13702072.000000 Penalty: 5758.036621
	Iteration 67Q: 3 clusters Score -1.370207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -13702080.000000 Penalty: 5758.036621
	Iteration 68Q: 3 clusters Score -1.370208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -13702090.000000 Penalty: 5758.036621
	Iteration 69Q: 3 clusters Score -1.370209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -13702071.000000 Penalty: 5758.036621
	Iteration 70Q: 3 clusters Score -1.370207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 106670 members 
Entering Unmasked Estep 
Score: -13702077.000000 Penalty: 5758.036621
	Iteration 71Q: 3 clusters Score -1.370208e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -13702062.000000 Penalty: 5758.036621
	Iteration 72Q: 3 clusters Score -1.370206e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -13702072.000000 Penalty: 5758.036621
	Iteration 73Q: 3 clusters Score -1.370207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -13702084.000000 Penalty: 5758.036621
	Iteration 74Q: 3 clusters Score -1.370208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -13702074.000000 Penalty: 5758.036621
	Iteration 75Q: 3 clusters Score -1.370207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -13702083.000000 Penalty: 5758.036621
	Iteration 76Q: 3 clusters Score -1.370208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 106784 members 
Entering Unmasked Estep 
Score: -13702082.000000 Penalty: 5758.036621
	Iteration 77Q: 3 clusters Score -1.370208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 106791 members 
Entering Unmasked Estep 
Score: -13702060.000000 Penalty: 5758.036621
	Iteration 78Q: 3 clusters Score -1.370206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -13702073.000000 Penalty: 5758.036621
	Iteration 79Q: 3 clusters Score -1.370207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -13702088.000000 Penalty: 5758.036621
	Iteration 80F: 3 clusters Score -1.370209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -13702092.000000 Penalty: 5758.036621
	Iteration 81Q: 3 clusters Score -1.370209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
Score: -13702092.000000 Penalty: 5758.036621
	Iteration 82Q: 3 clusters Score -1.370209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 106840 members 
Entering Unmasked Estep 
Score: -13702088.000000 Penalty: 5758.036621
	Iteration 83Q: 3 clusters Score -1.370209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
Score: -13702092.000000 Penalty: 5758.036621
	Iteration 84Q: 3 clusters Score -1.370209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -13702077.000000 Penalty: 5758.036621
	Iteration 85Q: 3 clusters Score -1.370208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -13702077.000000 Penalty: 5758.036621
	Iteration 86Q: 3 clusters Score -1.370208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -13702076.000000 Penalty: 5758.036621
	Iteration 87Q: 3 clusters Score -1.370208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 106863 members 
Entering Unmasked Estep 
Score: -13702076.000000 Penalty: 5758.036621
	Iteration 88F: 3 clusters Score -1.370208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (154666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Entering Unmasked Estep 
Score: -19004056.000000 Penalty: 2963.357666
	Iteration 0F: 2 clusters Score -1.900406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -18900958.000000 Penalty: 5926.715332
	Iteration 0F: 3 clusters Score -1.890096e+07 nChanged 73973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -18944908.000000 Penalty: 5926.715332
	Iteration 1F: 3 clusters Score -1.894491e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -18946578.000000 Penalty: 5926.715332
	Iteration 2Q: 3 clusters Score -1.894658e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 80110 members 
Entering Unmasked Estep 
Score: -18948698.000000 Penalty: 5926.715332
	Iteration 3Q: 3 clusters Score -1.89487e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 81581 members 
Entering Unmasked Estep 
Score: -18951796.000000 Penalty: 5926.715332
	Iteration 4Q: 3 clusters Score -1.89518e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -18956328.000000 Penalty: 5926.715332
	Iteration 5F: 3 clusters Score -1.895633e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -18961896.000000 Penalty: 5926.715332
	Iteration 6F: 3 clusters Score -1.89619e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 92930 members 
Entering Unmasked Estep 
Score: -18969082.000000 Penalty: 5926.715332
	Iteration 7F: 3 clusters Score -1.896908e+07 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 98694 members 
Entering Unmasked Estep 
Score: -18976466.000000 Penalty: 5926.715332
	Iteration 8F: 3 clusters Score -1.897647e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 104006 members 
Entering Unmasked Estep 
Score: -18982772.000000 Penalty: 5926.715332
	Iteration 9F: 3 clusters Score -1.898277e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -18986774.000000 Penalty: 5926.715332
	Iteration 10Q: 3 clusters Score -1.898677e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -18989314.000000 Penalty: 5926.715332
	Iteration 11Q: 3 clusters Score -1.898931e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -18990792.000000 Penalty: 5926.715332
	Iteration 12Q: 3 clusters Score -1.899079e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -18992036.000000 Penalty: 5926.715332
	Iteration 13Q: 3 clusters Score -1.899204e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 121126 members 
Entering Unmasked Estep 
Score: -18993214.000000 Penalty: 5926.715332
	Iteration 14Q: 3 clusters Score -1.899321e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -18994330.000000 Penalty: 5926.715332
	Iteration 15Q: 3 clusters Score -1.899433e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 126192 members 
Entering Unmasked Estep 
Score: -18995316.000000 Penalty: 5926.715332
	Iteration 16Q: 3 clusters Score -1.899532e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 128514 members 
Entering Unmasked Estep 
Score: -18996320.000000 Penalty: 5926.715332
	Iteration 17Q: 3 clusters Score -1.899632e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -18997190.000000 Penalty: 5926.715332
	Iteration 18Q: 3 clusters Score -1.899719e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 132777 members 
Entering Unmasked Estep 
Score: -18997958.000000 Penalty: 5926.715332
	Iteration 19Q: 3 clusters Score -1.899796e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 134606 members 
Entering Unmasked Estep 
Score: -18998766.000000 Penalty: 5926.715332
	Iteration 20F: 3 clusters Score -1.899877e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 136284 members 
Entering Unmasked Estep 
Score: -18999398.000000 Penalty: 5926.715332
	Iteration 21Q: 3 clusters Score -1.89994e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 137764 members 
Entering Unmasked Estep 
Score: -18999834.000000 Penalty: 5926.715332
	Iteration 22Q: 3 clusters Score -1.899983e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 139187 members 
Entering Unmasked Estep 
Score: -19000156.000000 Penalty: 5926.715332
	Iteration 23Q: 3 clusters Score -1.900016e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 140494 members 
Entering Unmasked Estep 
Score: -19000566.000000 Penalty: 5926.715332
	Iteration 24Q: 3 clusters Score -1.900057e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 141688 members 
Entering Unmasked Estep 
Score: -19000960.000000 Penalty: 5926.715332
	Iteration 25Q: 3 clusters Score -1.900096e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -19001280.000000 Penalty: 5926.715332
	Iteration 26Q: 3 clusters Score -1.900128e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -19001518.000000 Penalty: 5926.715332
	Iteration 27Q: 3 clusters Score -1.900152e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -19001776.000000 Penalty: 5926.715332
	Iteration 28Q: 3 clusters Score -1.900178e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -19001970.000000 Penalty: 5926.715332
	Iteration 29Q: 3 clusters Score -1.900197e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -19002192.000000 Penalty: 5926.715332
	Iteration 30Q: 3 clusters Score -1.900219e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 146734 members 
Entering Unmasked Estep 
Score: -19002328.000000 Penalty: 5926.715332
	Iteration 31Q: 3 clusters Score -1.900233e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 147302 members 
Entering Unmasked Estep 
Score: -19002480.000000 Penalty: 5926.715332
	Iteration 32Q: 3 clusters Score -1.900248e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -19002540.000000 Penalty: 5926.715332
	Iteration 33Q: 3 clusters Score -1.900254e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -19002600.000000 Penalty: 5926.715332
	Iteration 34Q: 3 clusters Score -1.90026e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -19002596.000000 Penalty: 5926.715332
	Iteration 35Q: 3 clusters Score -1.90026e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -19002620.000000 Penalty: 5926.715332
	Iteration 36Q: 3 clusters Score -1.900262e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 149125 members 
Entering Unmasked Estep 
Score: -19002694.000000 Penalty: 5926.715332
	Iteration 37Q: 3 clusters Score -1.900269e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 149317 members 
Entering Unmasked Estep 
Score: -19002690.000000 Penalty: 5926.715332
	Iteration 38Q: 3 clusters Score -1.900269e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -19002724.000000 Penalty: 5926.715332
	Iteration 39Q: 3 clusters Score -1.900272e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -19002706.000000 Penalty: 5926.715332
	Iteration 40F: 3 clusters Score -1.900271e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 149754 members 
Entering Unmasked Estep 
Score: -19002710.000000 Penalty: 5926.715332
	Iteration 41Q: 3 clusters Score -1.900271e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 149886 members 
Entering Unmasked Estep 
Score: -19002694.000000 Penalty: 5926.715332
	Iteration 42Q: 3 clusters Score -1.900269e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 150016 members 
Entering Unmasked Estep 
Score: -19002744.000000 Penalty: 5926.715332
	Iteration 43Q: 3 clusters Score -1.900274e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -19002740.000000 Penalty: 5926.715332
	Iteration 44Q: 3 clusters Score -1.900274e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 150221 members 
Entering Unmasked Estep 
Score: -19002712.000000 Penalty: 5926.715332
	Iteration 45Q: 3 clusters Score -1.900271e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 150298 members 
Entering Unmasked Estep 
Score: -19002730.000000 Penalty: 5926.715332
	Iteration 46Q: 3 clusters Score -1.900273e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 150377 members 
Entering Unmasked Estep 
Score: -19002732.000000 Penalty: 5926.715332
	Iteration 47Q: 3 clusters Score -1.900273e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -19002702.000000 Penalty: 5926.715332
	Iteration 48Q: 3 clusters Score -1.90027e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 150512 members 
Entering Unmasked Estep 
Score: -19002736.000000 Penalty: 5926.715332
	Iteration 49Q: 3 clusters Score -1.900274e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 150582 members 
Entering Unmasked Estep 
Score: -19002730.000000 Penalty: 5926.715332
	Iteration 50Q: 3 clusters Score -1.900273e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 150651 members 
Entering Unmasked Estep 
Score: -19002754.000000 Penalty: 5926.715332
	Iteration 51Q: 3 clusters Score -1.900275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 150716 members 
Entering Unmasked Estep 
Score: -19002742.000000 Penalty: 5926.715332
	Iteration 52Q: 3 clusters Score -1.900274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -19002722.000000 Penalty: 5926.715332
	Iteration 53Q: 3 clusters Score -1.900272e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -19002718.000000 Penalty: 5926.715332
	Iteration 54Q: 3 clusters Score -1.900272e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 150874 members 
Entering Unmasked Estep 
Score: -19002738.000000 Penalty: 5926.715332
	Iteration 55Q: 3 clusters Score -1.900274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 150907 members 
Entering Unmasked Estep 
Score: -19002694.000000 Penalty: 5926.715332
	Iteration 56Q: 3 clusters Score -1.900269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -19002714.000000 Penalty: 5926.715332
	Iteration 57Q: 3 clusters Score -1.900271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 150957 members 
Entering Unmasked Estep 
Score: -19002714.000000 Penalty: 5926.715332
	Iteration 58Q: 3 clusters Score -1.900271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -19002710.000000 Penalty: 5926.715332
	Iteration 59Q: 3 clusters Score -1.900271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -19002724.000000 Penalty: 5926.715332
	Iteration 60F: 3 clusters Score -1.900272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 151008 members 
Entering Unmasked Estep 
Score: -19002738.000000 Penalty: 5926.715332
	Iteration 61Q: 3 clusters Score -1.900274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -19002752.000000 Penalty: 5926.715332
	Iteration 62Q: 3 clusters Score -1.900275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -19002732.000000 Penalty: 5926.715332
	Iteration 63Q: 3 clusters Score -1.900273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 151045 members 
Entering Unmasked Estep 
Score: -19002744.000000 Penalty: 5926.715332
	Iteration 64Q: 3 clusters Score -1.900274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 151057 members 
Entering Unmasked Estep 
Score: -19002744.000000 Penalty: 5926.715332
	Iteration 65Q: 3 clusters Score -1.900274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -19002746.000000 Penalty: 5926.715332
	Iteration 66Q: 3 clusters Score -1.900275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -19002756.000000 Penalty: 5926.715332
	Iteration 67Q: 3 clusters Score -1.900276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 151069 members 
Entering Unmasked Estep 
Score: -19002746.000000 Penalty: 5926.715332
	Iteration 68Q: 3 clusters Score -1.900275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 151073 members 
Entering Unmasked Estep 
Score: -19002744.000000 Penalty: 5926.715332
	Iteration 69Q: 3 clusters Score -1.900274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 151073 members 
Entering Unmasked Estep 
Score: -19002744.000000 Penalty: 5926.715332
	Iteration 70F: 3 clusters Score -1.900274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Entering Unmasked Estep 
Score: -341725.406250 Penalty: 1966.065918
	Iteration 0F: 2 clusters Score -341725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -338610.562500 Penalty: 3932.131836
	Iteration 0F: 3 clusters Score -338610.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -339209.750000 Penalty: 3932.131836
	Iteration 1F: 3 clusters Score -339209.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -339345.250000 Penalty: 3932.131836
	Iteration 2F: 3 clusters Score -339345.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -339456.031250 Penalty: 3932.131836
	Iteration 3Q: 3 clusters Score -339456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -339540.937500 Penalty: 3932.131836
	Iteration 4Q: 3 clusters Score -339540.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -339595.593750 Penalty: 3932.131836
	Iteration 5Q: 3 clusters Score -339595.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -339650.062500 Penalty: 3932.131836
	Iteration 6Q: 3 clusters Score -339650.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -339694.812500 Penalty: 3932.131836
	Iteration 7Q: 3 clusters Score -339694.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -339736.718750 Penalty: 3932.131836
	Iteration 8Q: 3 clusters Score -339736.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -339776.375000 Penalty: 3932.131836
	Iteration 9Q: 3 clusters Score -339776.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -339808.468750 Penalty: 3932.131836
	Iteration 10Q: 3 clusters Score -339808.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -339836.437500 Penalty: 3932.131836
	Iteration 11Q: 3 clusters Score -339836.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -339861.593750 Penalty: 3932.131836
	Iteration 12Q: 3 clusters Score -339861.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -339886.156250 Penalty: 3932.131836
	Iteration 13Q: 3 clusters Score -339886.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -339906.062500 Penalty: 3932.131836
	Iteration 14Q: 3 clusters Score -339906.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -339926.250000 Penalty: 3932.131836
	Iteration 15Q: 3 clusters Score -339926.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -339948.343750 Penalty: 3932.131836
	Iteration 16Q: 3 clusters Score -339948.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -339974.718750 Penalty: 3932.131836
	Iteration 17Q: 3 clusters Score -339974.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -340006.312500 Penalty: 3932.131836
	Iteration 18Q: 3 clusters Score -340006.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -340031.968750 Penalty: 3932.131836
	Iteration 19Q: 3 clusters Score -340032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -340054.968750 Penalty: 3932.131836
	Iteration 20F: 3 clusters Score -340055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -340067.593750 Penalty: 3932.131836
	Iteration 21Q: 3 clusters Score -340067.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -340086.281250 Penalty: 3932.131836
	Iteration 22Q: 3 clusters Score -340086.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -340104.281250 Penalty: 3932.131836
	Iteration 23Q: 3 clusters Score -340104.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -340114.750000 Penalty: 3932.131836
	Iteration 24Q: 3 clusters Score -340114.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -340125.875000 Penalty: 3932.131836
	Iteration 25Q: 3 clusters Score -340125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -340133.375000 Penalty: 3932.131836
	Iteration 26Q: 3 clusters Score -340133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -340139.375000 Penalty: 3932.131836
	Iteration 27Q: 3 clusters Score -340139.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -340149.593750 Penalty: 3932.131836
	Iteration 28Q: 3 clusters Score -340149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -340158.156250 Penalty: 3932.131836
	Iteration 29Q: 3 clusters Score -340158.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -340163.218750 Penalty: 3932.131836
	Iteration 30Q: 3 clusters Score -340163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -340166.031250 Penalty: 3932.131836
	Iteration 31Q: 3 clusters Score -340166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -340168.812500 Penalty: 3932.131836
	Iteration 32Q: 3 clusters Score -340168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -340174.562500 Penalty: 3932.131836
	Iteration 33Q: 3 clusters Score -340174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340176.250000 Penalty: 3932.131836
	Iteration 34Q: 3 clusters Score -340176.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -340179.031250 Penalty: 3932.131836
	Iteration 35Q: 3 clusters Score -340179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340179.968750 Penalty: 3932.131836
	Iteration 36Q: 3 clusters Score -340180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -340180.093750 Penalty: 3932.131836
	Iteration 37Q: 3 clusters Score -340180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -340181.656250 Penalty: 3932.131836
	Iteration 38Q: 3 clusters Score -340181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -340186.093750 Penalty: 3932.131836
	Iteration 39Q: 3 clusters Score -340186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -340190.968750 Penalty: 3932.131836
	Iteration 40F: 3 clusters Score -340191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -340193.375000 Penalty: 3932.131836
	Iteration 41Q: 3 clusters Score -340193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -340194.562500 Penalty: 3932.131836
	Iteration 42Q: 3 clusters Score -340194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -340196.656250 Penalty: 3932.131836
	Iteration 43Q: 3 clusters Score -340196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -340196.562500 Penalty: 3932.131836
	Iteration 44Q: 3 clusters Score -340196.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -340196.562500 Penalty: 3932.131836
	Iteration 45F: 3 clusters Score -340196.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -1416767.875000 Penalty: 2322.592041
	Iteration 0F: 2 clusters Score -1416768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1408050.500000 Penalty: 4645.184082
	Iteration 0F: 3 clusters Score -1408050 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1410748.875000 Penalty: 4645.184082
	Iteration 1F: 3 clusters Score -1410749 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1411182.125000 Penalty: 4645.184082
	Iteration 2F: 3 clusters Score -1411182 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1411585.625000 Penalty: 4645.184082
	Iteration 3F: 3 clusters Score -1411586 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1412002.750000 Penalty: 4645.184082
	Iteration 4F: 3 clusters Score -1412003 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1412441.125000 Penalty: 4645.184082
	Iteration 5Q: 3 clusters Score -1412441 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1412881.250000 Penalty: 4645.184082
	Iteration 6F: 3 clusters Score -1412881 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1413281.625000 Penalty: 4645.184082
	Iteration 7F: 3 clusters Score -1413282 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1413565.250000 Penalty: 4645.184082
	Iteration 8Q: 3 clusters Score -1413565 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1413779.000000 Penalty: 4645.184082
	Iteration 9Q: 3 clusters Score -1413779 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1413932.125000 Penalty: 4645.184082
	Iteration 10Q: 3 clusters Score -1413932 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1414049.875000 Penalty: 4645.184082
	Iteration 11Q: 3 clusters Score -1414050 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1414116.000000 Penalty: 4645.184082
	Iteration 12Q: 3 clusters Score -1414116 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1414154.750000 Penalty: 4645.184082
	Iteration 13Q: 3 clusters Score -1414155 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1414186.375000 Penalty: 4645.184082
	Iteration 14Q: 3 clusters Score -1414186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1414212.750000 Penalty: 4645.184082
	Iteration 15Q: 3 clusters Score -1414213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1414236.750000 Penalty: 4645.184082
	Iteration 16Q: 3 clusters Score -1414237 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1414250.500000 Penalty: 4645.184082
	Iteration 17Q: 3 clusters Score -1414250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1414273.250000 Penalty: 4645.184082
	Iteration 18Q: 3 clusters Score -1414273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1414284.625000 Penalty: 4645.184082
	Iteration 19Q: 3 clusters Score -1414285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1414299.250000 Penalty: 4645.184082
	Iteration 20F: 3 clusters Score -1414299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1414312.625000 Penalty: 4645.184082
	Iteration 21Q: 3 clusters Score -1414313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1414335.250000 Penalty: 4645.184082
	Iteration 22Q: 3 clusters Score -1414335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1414348.375000 Penalty: 4645.184082
	Iteration 23Q: 3 clusters Score -1414348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1414361.125000 Penalty: 4645.184082
	Iteration 24Q: 3 clusters Score -1414361 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1414375.625000 Penalty: 4645.184082
	Iteration 25Q: 3 clusters Score -1414376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1414380.375000 Penalty: 4645.184082
	Iteration 26Q: 3 clusters Score -1414380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1414385.500000 Penalty: 4645.184082
	Iteration 27Q: 3 clusters Score -1414386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1414388.125000 Penalty: 4645.184082
	Iteration 28Q: 3 clusters Score -1414388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1414392.750000 Penalty: 4645.184082
	Iteration 29Q: 3 clusters Score -1414393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1414402.375000 Penalty: 4645.184082
	Iteration 30Q: 3 clusters Score -1414402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1414402.625000 Penalty: 4645.184082
	Iteration 31Q: 3 clusters Score -1414403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1414408.250000 Penalty: 4645.184082
	Iteration 32Q: 3 clusters Score -1414408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1414408.625000 Penalty: 4645.184082
	Iteration 33Q: 3 clusters Score -1414409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1414410.000000 Penalty: 4645.184082
	Iteration 34Q: 3 clusters Score -1414410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1414411.625000 Penalty: 4645.184082
	Iteration 35Q: 3 clusters Score -1414412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1414412.500000 Penalty: 4645.184082
	Iteration 36Q: 3 clusters Score -1414412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1414412.125000 Penalty: 4645.184082
	Iteration 37Q: 3 clusters Score -1414412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1414417.250000 Penalty: 4645.184082
	Iteration 38Q: 3 clusters Score -1414417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1414419.625000 Penalty: 4645.184082
	Iteration 39Q: 3 clusters Score -1414420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1414419.875000 Penalty: 4645.184082
	Iteration 40F: 3 clusters Score -1414420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1414423.250000 Penalty: 4645.184082
	Iteration 41Q: 3 clusters Score -1414423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1414420.000000 Penalty: 4645.184082
	Iteration 42Q: 3 clusters Score -1414420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1414424.000000 Penalty: 4645.184082
	Iteration 43Q: 3 clusters Score -1414424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1414428.250000 Penalty: 4645.184082
	Iteration 44Q: 3 clusters Score -1414428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1414429.000000 Penalty: 4645.184082
	Iteration 45Q: 3 clusters Score -1414429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1414430.500000 Penalty: 4645.184082
	Iteration 46Q: 3 clusters Score -1414430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1414431.250000 Penalty: 4645.184082
	Iteration 47Q: 3 clusters Score -1414431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1414430.750000 Penalty: 4645.184082
	Iteration 48Q: 3 clusters Score -1414431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1414436.500000 Penalty: 4645.184082
	Iteration 49Q: 3 clusters Score -1414436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1414440.500000 Penalty: 4645.184082
	Iteration 50Q: 3 clusters Score -1414440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1414445.375000 Penalty: 4645.184082
	Iteration 51Q: 3 clusters Score -1414445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1414443.750000 Penalty: 4645.184082
	Iteration 52Q: 3 clusters Score -1414444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1414444.000000 Penalty: 4645.184082
	Iteration 53Q: 3 clusters Score -1414444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1414447.500000 Penalty: 4645.184082
	Iteration 54Q: 3 clusters Score -1414448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1414445.375000 Penalty: 4645.184082
	Iteration 55Q: 3 clusters Score -1414445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1414443.875000 Penalty: 4645.184082
	Iteration 56Q: 3 clusters Score -1414444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1414447.375000 Penalty: 4645.184082
	Iteration 57Q: 3 clusters Score -1414447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1414446.625000 Penalty: 4645.184082
	Iteration 58Q: 3 clusters Score -1414447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1414448.250000 Penalty: 4645.184082
	Iteration 59Q: 3 clusters Score -1414448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1414456.875000 Penalty: 4645.184082
	Iteration 60F: 3 clusters Score -1414457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1414457.750000 Penalty: 4645.184082
	Iteration 61Q: 3 clusters Score -1414458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1414459.625000 Penalty: 4645.184082
	Iteration 62Q: 3 clusters Score -1414460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1414462.250000 Penalty: 4645.184082
	Iteration 63Q: 3 clusters Score -1414462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1414469.750000 Penalty: 4645.184082
	Iteration 64Q: 3 clusters Score -1414470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1414470.750000 Penalty: 4645.184082
	Iteration 65Q: 3 clusters Score -1414471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1414470.875000 Penalty: 4645.184082
	Iteration 66Q: 3 clusters Score -1414471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1414477.750000 Penalty: 4645.184082
	Iteration 67Q: 3 clusters Score -1414478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1414478.000000 Penalty: 4645.184082
	Iteration 68Q: 3 clusters Score -1414478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1414486.500000 Penalty: 4645.184082
	Iteration 69Q: 3 clusters Score -1414486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1414495.375000 Penalty: 4645.184082
	Iteration 70Q: 3 clusters Score -1414495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1414494.375000 Penalty: 4645.184082
	Iteration 71Q: 3 clusters Score -1414494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1414499.000000 Penalty: 4645.184082
	Iteration 72Q: 3 clusters Score -1414499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1414500.875000 Penalty: 4645.184082
	Iteration 73Q: 3 clusters Score -1414501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1414504.000000 Penalty: 4645.184082
	Iteration 74Q: 3 clusters Score -1414504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1414504.875000 Penalty: 4645.184082
	Iteration 75Q: 3 clusters Score -1414505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1414510.625000 Penalty: 4645.184082
	Iteration 76Q: 3 clusters Score -1414511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1414515.750000 Penalty: 4645.184082
	Iteration 77Q: 3 clusters Score -1414516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1414522.125000 Penalty: 4645.184082
	Iteration 78Q: 3 clusters Score -1414522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1414524.875000 Penalty: 4645.184082
	Iteration 79Q: 3 clusters Score -1414525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1414530.625000 Penalty: 4645.184082
	Iteration 80F: 3 clusters Score -1414531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1414536.875000 Penalty: 4645.184082
	Iteration 81Q: 3 clusters Score -1414537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1414543.000000 Penalty: 4645.184082
	Iteration 82Q: 3 clusters Score -1414543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1414548.000000 Penalty: 4645.184082
	Iteration 83Q: 3 clusters Score -1414548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1414550.125000 Penalty: 4645.184082
	Iteration 84Q: 3 clusters Score -1414550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1414552.125000 Penalty: 4645.184082
	Iteration 85Q: 3 clusters Score -1414552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1414558.875000 Penalty: 4645.184082
	Iteration 86Q: 3 clusters Score -1414559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1414560.375000 Penalty: 4645.184082
	Iteration 87Q: 3 clusters Score -1414560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1414566.000000 Penalty: 4645.184082
	Iteration 88Q: 3 clusters Score -1414566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1414573.250000 Penalty: 4645.184082
	Iteration 89Q: 3 clusters Score -1414573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1414573.125000 Penalty: 4645.184082
	Iteration 90Q: 3 clusters Score -1414573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1414581.250000 Penalty: 4645.184082
	Iteration 91Q: 3 clusters Score -1414581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1414584.250000 Penalty: 4645.184082
	Iteration 92Q: 3 clusters Score -1414584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1414589.375000 Penalty: 4645.184082
	Iteration 93Q: 3 clusters Score -1414589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1414592.875000 Penalty: 4645.184082
	Iteration 94Q: 3 clusters Score -1414593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1414599.625000 Penalty: 4645.184082
	Iteration 95Q: 3 clusters Score -1414600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1414599.750000 Penalty: 4645.184082
	Iteration 96Q: 3 clusters Score -1414600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1414606.500000 Penalty: 4645.184082
	Iteration 97Q: 3 clusters Score -1414606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1414611.750000 Penalty: 4645.184082
	Iteration 98Q: 3 clusters Score -1414612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1414614.000000 Penalty: 4645.184082
	Iteration 99Q: 3 clusters Score -1414614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1414612.500000 Penalty: 4645.184082
	Iteration 100F: 3 clusters Score -1414612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1414614.875000 Penalty: 4645.184082
	Iteration 101Q: 3 clusters Score -1414615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1414616.750000 Penalty: 4645.184082
	Iteration 102Q: 3 clusters Score -1414617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1414614.625000 Penalty: 4645.184082
	Iteration 103Q: 3 clusters Score -1414615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1414617.000000 Penalty: 4645.184082
	Iteration 104Q: 3 clusters Score -1414617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1414620.375000 Penalty: 4645.184082
	Iteration 105Q: 3 clusters Score -1414620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1414621.625000 Penalty: 4645.184082
	Iteration 106Q: 3 clusters Score -1414622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1414620.125000 Penalty: 4645.184082
	Iteration 107Q: 3 clusters Score -1414620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1414619.000000 Penalty: 4645.184082
	Iteration 108Q: 3 clusters Score -1414619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1414620.125000 Penalty: 4645.184082
	Iteration 109Q: 3 clusters Score -1414620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1414622.000000 Penalty: 4645.184082
	Iteration 110Q: 3 clusters Score -1414622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1414624.625000 Penalty: 4645.184082
	Iteration 111Q: 3 clusters Score -1414625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1414628.125000 Penalty: 4645.184082
	Iteration 112Q: 3 clusters Score -1414628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1414632.500000 Penalty: 4645.184082
	Iteration 113Q: 3 clusters Score -1414632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1414636.750000 Penalty: 4645.184082
	Iteration 114Q: 3 clusters Score -1414637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1414638.875000 Penalty: 4645.184082
	Iteration 115Q: 3 clusters Score -1414639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1414641.000000 Penalty: 4645.184082
	Iteration 116Q: 3 clusters Score -1414641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1414644.125000 Penalty: 4645.184082
	Iteration 117Q: 3 clusters Score -1414644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1414645.875000 Penalty: 4645.184082
	Iteration 118Q: 3 clusters Score -1414646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1414647.125000 Penalty: 4645.184082
	Iteration 119Q: 3 clusters Score -1414647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1414651.875000 Penalty: 4645.184082
	Iteration 120F: 3 clusters Score -1414652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1414648.750000 Penalty: 4645.184082
	Iteration 121Q: 3 clusters Score -1414649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1414653.625000 Penalty: 4645.184082
	Iteration 122Q: 3 clusters Score -1414654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1414660.625000 Penalty: 4645.184082
	Iteration 123Q: 3 clusters Score -1414661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1414661.375000 Penalty: 4645.184082
	Iteration 124Q: 3 clusters Score -1414661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1414667.500000 Penalty: 4645.184082
	Iteration 125Q: 3 clusters Score -1414668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1414666.625000 Penalty: 4645.184082
	Iteration 126Q: 3 clusters Score -1414667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1414668.625000 Penalty: 4645.184082
	Iteration 127Q: 3 clusters Score -1414669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1414669.875000 Penalty: 4645.184082
	Iteration 128Q: 3 clusters Score -1414670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1414671.375000 Penalty: 4645.184082
	Iteration 129Q: 3 clusters Score -1414671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1414672.625000 Penalty: 4645.184082
	Iteration 130Q: 3 clusters Score -1414673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1414672.750000 Penalty: 4645.184082
	Iteration 131Q: 3 clusters Score -1414673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1414674.375000 Penalty: 4645.184082
	Iteration 132Q: 3 clusters Score -1414674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1414678.500000 Penalty: 4645.184082
	Iteration 133Q: 3 clusters Score -1414678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1414678.875000 Penalty: 4645.184082
	Iteration 134Q: 3 clusters Score -1414679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1414681.750000 Penalty: 4645.184082
	Iteration 135Q: 3 clusters Score -1414682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1414681.500000 Penalty: 4645.184082
	Iteration 136Q: 3 clusters Score -1414682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1414682.375000 Penalty: 4645.184082
	Iteration 137Q: 3 clusters Score -1414682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1414685.000000 Penalty: 4645.184082
	Iteration 138Q: 3 clusters Score -1414685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1414685.125000 Penalty: 4645.184082
	Iteration 139Q: 3 clusters Score -1414685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1414687.625000 Penalty: 4645.184082
	Iteration 140F: 3 clusters Score -1414688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1414689.625000 Penalty: 4645.184082
	Iteration 141Q: 3 clusters Score -1414690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1414688.000000 Penalty: 4645.184082
	Iteration 142Q: 3 clusters Score -1414688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1414689.625000 Penalty: 4645.184082
	Iteration 143Q: 3 clusters Score -1414690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1414693.625000 Penalty: 4645.184082
	Iteration 144Q: 3 clusters Score -1414694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1414696.125000 Penalty: 4645.184082
	Iteration 145Q: 3 clusters Score -1414696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1414703.125000 Penalty: 4645.184082
	Iteration 146Q: 3 clusters Score -1414703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1414701.875000 Penalty: 4645.184082
	Iteration 147Q: 3 clusters Score -1414702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1414704.625000 Penalty: 4645.184082
	Iteration 148Q: 3 clusters Score -1414705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1414703.500000 Penalty: 4645.184082
	Iteration 149Q: 3 clusters Score -1414704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1414704.250000 Penalty: 4645.184082
	Iteration 150Q: 3 clusters Score -1414704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1414709.500000 Penalty: 4645.184082
	Iteration 151Q: 3 clusters Score -1414710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1414709.250000 Penalty: 4645.184082
	Iteration 152Q: 3 clusters Score -1414709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1414709.375000 Penalty: 4645.184082
	Iteration 153Q: 3 clusters Score -1414709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1414715.375000 Penalty: 4645.184082
	Iteration 154Q: 3 clusters Score -1414715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1414717.750000 Penalty: 4645.184082
	Iteration 155Q: 3 clusters Score -1414718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1414719.250000 Penalty: 4645.184082
	Iteration 156Q: 3 clusters Score -1414719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1414717.375000 Penalty: 4645.184082
	Iteration 157Q: 3 clusters Score -1414717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1414716.375000 Penalty: 4645.184082
	Iteration 158Q: 3 clusters Score -1414716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1414717.875000 Penalty: 4645.184082
	Iteration 159Q: 3 clusters Score -1414718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1414717.625000 Penalty: 4645.184082
	Iteration 160F: 3 clusters Score -1414718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1414720.125000 Penalty: 4645.184082
	Iteration 161Q: 3 clusters Score -1414720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1414728.500000 Penalty: 4645.184082
	Iteration 162Q: 3 clusters Score -1414728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1414727.000000 Penalty: 4645.184082
	Iteration 163Q: 3 clusters Score -1414727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1414733.000000 Penalty: 4645.184082
	Iteration 164Q: 3 clusters Score -1414733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1414735.625000 Penalty: 4645.184082
	Iteration 165Q: 3 clusters Score -1414736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1414739.125000 Penalty: 4645.184082
	Iteration 166Q: 3 clusters Score -1414739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1414744.500000 Penalty: 4645.184082
	Iteration 167Q: 3 clusters Score -1414744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1414751.250000 Penalty: 4645.184082
	Iteration 168Q: 3 clusters Score -1414751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1414755.750000 Penalty: 4645.184082
	Iteration 169Q: 3 clusters Score -1414756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1414755.000000 Penalty: 4645.184082
	Iteration 170Q: 3 clusters Score -1414755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1414762.000000 Penalty: 4645.184082
	Iteration 171Q: 3 clusters Score -1414762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1414763.875000 Penalty: 4645.184082
	Iteration 172Q: 3 clusters Score -1414764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1414768.625000 Penalty: 4645.184082
	Iteration 173Q: 3 clusters Score -1414769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1414768.875000 Penalty: 4645.184082
	Iteration 174Q: 3 clusters Score -1414769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1414768.750000 Penalty: 4645.184082
	Iteration 175Q: 3 clusters Score -1414769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1414768.000000 Penalty: 4645.184082
	Iteration 176Q: 3 clusters Score -1414768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1414766.625000 Penalty: 4645.184082
	Iteration 177Q: 3 clusters Score -1414767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1414769.125000 Penalty: 4645.184082
	Iteration 178Q: 3 clusters Score -1414769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1414766.000000 Penalty: 4645.184082
	Iteration 179Q: 3 clusters Score -1414766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1414766.125000 Penalty: 4645.184082
	Iteration 180F: 3 clusters Score -1414766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1414764.375000 Penalty: 4645.184082
	Iteration 181Q: 3 clusters Score -1414764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1414768.250000 Penalty: 4645.184082
	Iteration 182Q: 3 clusters Score -1414768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1414767.500000 Penalty: 4645.184082
	Iteration 183Q: 3 clusters Score -1414768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1414767.500000 Penalty: 4645.184082
	Iteration 184F: 3 clusters Score -1414768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Entering Unmasked Estep 
Score: -2622587.500000 Penalty: 2477.175049
	Iteration 0F: 2 clusters Score -2622588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2607392.500000 Penalty: 4954.350098
	Iteration 0F: 3 clusters Score -2607392 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2612619.750000 Penalty: 4954.350098
	Iteration 1F: 3 clusters Score -2612620 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2613027.500000 Penalty: 4954.350098
	Iteration 2F: 3 clusters Score -2613028 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2613380.000000 Penalty: 4954.350098
	Iteration 3Q: 3 clusters Score -2613380 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2613682.250000 Penalty: 4954.350098
	Iteration 4Q: 3 clusters Score -2613682 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2613965.000000 Penalty: 4954.350098
	Iteration 5Q: 3 clusters Score -2613965 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2614238.000000 Penalty: 4954.350098
	Iteration 6Q: 3 clusters Score -2614238 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2614548.500000 Penalty: 4954.350098
	Iteration 7Q: 3 clusters Score -2614548 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2614930.250000 Penalty: 4954.350098
	Iteration 8Q: 3 clusters Score -2614930 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2615400.250000 Penalty: 4954.350098
	Iteration 9Q: 3 clusters Score -2615400 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2615921.750000 Penalty: 4954.350098
	Iteration 10Q: 3 clusters Score -2615922 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2616518.250000 Penalty: 4954.350098
	Iteration 11Q: 3 clusters Score -2616518 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2617109.750000 Penalty: 4954.350098
	Iteration 12Q: 3 clusters Score -2617110 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2617567.500000 Penalty: 4954.350098
	Iteration 13Q: 3 clusters Score -2617568 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2617836.000000 Penalty: 4954.350098
	Iteration 14Q: 3 clusters Score -2617836 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2617985.250000 Penalty: 4954.350098
	Iteration 15Q: 3 clusters Score -2617985 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2618098.750000 Penalty: 4954.350098
	Iteration 16Q: 3 clusters Score -2618099 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2618198.250000 Penalty: 4954.350098
	Iteration 17Q: 3 clusters Score -2618198 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2618254.250000 Penalty: 4954.350098
	Iteration 18Q: 3 clusters Score -2618254 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2618317.000000 Penalty: 4954.350098
	Iteration 19Q: 3 clusters Score -2618317 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2618375.250000 Penalty: 4954.350098
	Iteration 20F: 3 clusters Score -2618375 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2618425.250000 Penalty: 4954.350098
	Iteration 21Q: 3 clusters Score -2618425 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2618468.750000 Penalty: 4954.350098
	Iteration 22Q: 3 clusters Score -2618469 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2618516.000000 Penalty: 4954.350098
	Iteration 23Q: 3 clusters Score -2618516 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2618585.000000 Penalty: 4954.350098
	Iteration 24Q: 3 clusters Score -2618585 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2618660.000000 Penalty: 4954.350098
	Iteration 25Q: 3 clusters Score -2618660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2618752.000000 Penalty: 4954.350098
	Iteration 26Q: 3 clusters Score -2618752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2618813.250000 Penalty: 4954.350098
	Iteration 27Q: 3 clusters Score -2618813 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2618893.250000 Penalty: 4954.350098
	Iteration 28Q: 3 clusters Score -2618893 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2618976.000000 Penalty: 4954.350098
	Iteration 29Q: 3 clusters Score -2618976 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2619063.750000 Penalty: 4954.350098
	Iteration 30Q: 3 clusters Score -2619064 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2619155.500000 Penalty: 4954.350098
	Iteration 31Q: 3 clusters Score -2619156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2619230.750000 Penalty: 4954.350098
	Iteration 32Q: 3 clusters Score -2619231 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2619309.500000 Penalty: 4954.350098
	Iteration 33Q: 3 clusters Score -2619310 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2619392.000000 Penalty: 4954.350098
	Iteration 34Q: 3 clusters Score -2619392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2619451.500000 Penalty: 4954.350098
	Iteration 35Q: 3 clusters Score -2619452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2619509.500000 Penalty: 4954.350098
	Iteration 36Q: 3 clusters Score -2619510 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2619550.750000 Penalty: 4954.350098
	Iteration 37Q: 3 clusters Score -2619551 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2619598.750000 Penalty: 4954.350098
	Iteration 38Q: 3 clusters Score -2619599 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2619628.500000 Penalty: 4954.350098
	Iteration 39Q: 3 clusters Score -2619628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2619647.250000 Penalty: 4954.350098
	Iteration 40F: 3 clusters Score -2619647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2619681.250000 Penalty: 4954.350098
	Iteration 41Q: 3 clusters Score -2619681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2619713.500000 Penalty: 4954.350098
	Iteration 42Q: 3 clusters Score -2619714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2619747.500000 Penalty: 4954.350098
	Iteration 43Q: 3 clusters Score -2619748 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2619796.500000 Penalty: 4954.350098
	Iteration 44Q: 3 clusters Score -2619796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2619835.750000 Penalty: 4954.350098
	Iteration 45Q: 3 clusters Score -2619836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2619876.250000 Penalty: 4954.350098
	Iteration 46Q: 3 clusters Score -2619876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2619902.500000 Penalty: 4954.350098
	Iteration 47Q: 3 clusters Score -2619902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2619935.750000 Penalty: 4954.350098
	Iteration 48Q: 3 clusters Score -2619936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2619968.250000 Penalty: 4954.350098
	Iteration 49Q: 3 clusters Score -2619968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2619985.500000 Penalty: 4954.350098
	Iteration 50Q: 3 clusters Score -2619986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2620005.500000 Penalty: 4954.350098
	Iteration 51Q: 3 clusters Score -2620006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2620025.500000 Penalty: 4954.350098
	Iteration 52Q: 3 clusters Score -2620026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2620048.250000 Penalty: 4954.350098
	Iteration 53Q: 3 clusters Score -2620048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2620072.750000 Penalty: 4954.350098
	Iteration 54Q: 3 clusters Score -2620073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2620083.500000 Penalty: 4954.350098
	Iteration 55Q: 3 clusters Score -2620084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2620101.000000 Penalty: 4954.350098
	Iteration 56Q: 3 clusters Score -2620101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2620124.000000 Penalty: 4954.350098
	Iteration 57Q: 3 clusters Score -2620124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2620136.000000 Penalty: 4954.350098
	Iteration 58Q: 3 clusters Score -2620136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2620159.250000 Penalty: 4954.350098
	Iteration 59Q: 3 clusters Score -2620159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2620179.500000 Penalty: 4954.350098
	Iteration 60F: 3 clusters Score -2620180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2620196.750000 Penalty: 4954.350098
	Iteration 61Q: 3 clusters Score -2620197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2620218.250000 Penalty: 4954.350098
	Iteration 62Q: 3 clusters Score -2620218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2620225.750000 Penalty: 4954.350098
	Iteration 63Q: 3 clusters Score -2620226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2620235.000000 Penalty: 4954.350098
	Iteration 64Q: 3 clusters Score -2620235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2620242.250000 Penalty: 4954.350098
	Iteration 65Q: 3 clusters Score -2620242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2620249.500000 Penalty: 4954.350098
	Iteration 66Q: 3 clusters Score -2620250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2620256.500000 Penalty: 4954.350098
	Iteration 67Q: 3 clusters Score -2620256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2620261.500000 Penalty: 4954.350098
	Iteration 68Q: 3 clusters Score -2620262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2620270.000000 Penalty: 4954.350098
	Iteration 69Q: 3 clusters Score -2620270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2620269.500000 Penalty: 4954.350098
	Iteration 70Q: 3 clusters Score -2620270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2620269.000000 Penalty: 4954.350098
	Iteration 71Q: 3 clusters Score -2620269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2620274.250000 Penalty: 4954.350098
	Iteration 72Q: 3 clusters Score -2620274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2620279.750000 Penalty: 4954.350098
	Iteration 73Q: 3 clusters Score -2620280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2620282.250000 Penalty: 4954.350098
	Iteration 74Q: 3 clusters Score -2620282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2620279.250000 Penalty: 4954.350098
	Iteration 75Q: 3 clusters Score -2620279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2620283.000000 Penalty: 4954.350098
	Iteration 76Q: 3 clusters Score -2620283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2620291.750000 Penalty: 4954.350098
	Iteration 77Q: 3 clusters Score -2620292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2620296.500000 Penalty: 4954.350098
	Iteration 78Q: 3 clusters Score -2620296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2620301.000000 Penalty: 4954.350098
	Iteration 79Q: 3 clusters Score -2620301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2620303.750000 Penalty: 4954.350098
	Iteration 80F: 3 clusters Score -2620304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2620303.000000 Penalty: 4954.350098
	Iteration 81Q: 3 clusters Score -2620303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2620304.750000 Penalty: 4954.350098
	Iteration 82Q: 3 clusters Score -2620305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2620304.000000 Penalty: 4954.350098
	Iteration 83Q: 3 clusters Score -2620304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2620306.500000 Penalty: 4954.350098
	Iteration 84Q: 3 clusters Score -2620306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2620312.000000 Penalty: 4954.350098
	Iteration 85Q: 3 clusters Score -2620312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2620308.750000 Penalty: 4954.350098
	Iteration 86Q: 3 clusters Score -2620309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2620310.500000 Penalty: 4954.350098
	Iteration 87Q: 3 clusters Score -2620310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2620312.000000 Penalty: 4954.350098
	Iteration 88Q: 3 clusters Score -2620312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2620308.750000 Penalty: 4954.350098
	Iteration 89Q: 3 clusters Score -2620309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2620309.000000 Penalty: 4954.350098
	Iteration 90Q: 3 clusters Score -2620309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2620310.750000 Penalty: 4954.350098
	Iteration 91Q: 3 clusters Score -2620311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2620309.000000 Penalty: 4954.350098
	Iteration 92Q: 3 clusters Score -2620309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2620309.000000 Penalty: 4954.350098
	Iteration 93F: 3 clusters Score -2620309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -158364.171875 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -158364.2 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 651 members 
Entering Unmasked Estep 
Score: -156173.718750 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -156173.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156525.562500 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -156525.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -156660.000000 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -156660 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156798.406250 Penalty: 3564.327637
	Iteration 3F: 3 clusters Score -156798.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156891.000000 Penalty: 3564.327637
	Iteration 4Q: 3 clusters Score -156891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -156965.203125 Penalty: 3564.327637
	Iteration 5Q: 3 clusters Score -156965.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157040.921875 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -157040.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -157104.640625 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -157104.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157154.640625 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -157154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -157190.578125 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -157190.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157222.656250 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -157222.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -157261.546875 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -157261.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -157284.843750 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -157284.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157312.078125 Penalty: 3564.327637
	Iteration 13Q: 3 clusters Score -157312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -157326.531250 Penalty: 3564.327637
	Iteration 14Q: 3 clusters Score -157326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -157331.687500 Penalty: 3564.327637
	Iteration 15Q: 3 clusters Score -157331.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -157334.984375 Penalty: 3564.327637
	Iteration 16Q: 3 clusters Score -157335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157337.171875 Penalty: 3564.327637
	Iteration 17Q: 3 clusters Score -157337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157337.171875 Penalty: 3564.327637
	Iteration 18F: 3 clusters Score -157337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98982.351562 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98982.35 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99267.773438 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99267.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99355.195312 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99355.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99415.835938 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99415.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99468.218750 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99468.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99516.960938 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99516.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99544.546875 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99544.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99568.320312 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99568.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99580.765625 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99580.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99603.203125 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -99623.109375 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99623.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99647.117188 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99647.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99662.257812 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99662.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99671.984375 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99671.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99675.414062 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99675.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99691.945312 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99691.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99705.351562 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99705.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99719.757812 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99719.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99741.828125 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -99741.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99756.117188 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -99756.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99766.031250 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -99766.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99770.179688 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -99770.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99775.148438 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -99775.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99778.742188 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -99778.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99788.554688 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -99788.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99797.515625 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -99797.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99802.281250 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -99802.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99815.078125 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -99815.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99822.921875 Penalty: 3372.331787
	Iteration 28Q: 3 clusters Score -99822.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99827.359375 Penalty: 3372.331787
	Iteration 29Q: 3 clusters Score -99827.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99834.671875 Penalty: 3372.331787
	Iteration 30Q: 3 clusters Score -99834.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99839.015625 Penalty: 3372.331787
	Iteration 31Q: 3 clusters Score -99839.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99839.742188 Penalty: 3372.331787
	Iteration 32Q: 3 clusters Score -99839.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99839.742188 Penalty: 3372.331787
	Iteration 33F: 3 clusters Score -99839.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Entering Unmasked Estep 
Score: -11170796.000000 Penalty: 2839.202637
	Iteration 0F: 2 clusters Score -1.11708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -11108228.000000 Penalty: 5678.405273
	Iteration 0F: 3 clusters Score -1.110823e+07 nChanged 44069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -11133433.000000 Penalty: 5678.405273
	Iteration 1F: 3 clusters Score -1.113343e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -11133892.000000 Penalty: 5678.405273
	Iteration 2Q: 3 clusters Score -1.113389e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -11134508.000000 Penalty: 5678.405273
	Iteration 3Q: 3 clusters Score -1.113451e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -11134981.000000 Penalty: 5678.405273
	Iteration 4Q: 3 clusters Score -1.113498e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -11135610.000000 Penalty: 5678.405273
	Iteration 5Q: 3 clusters Score -1.113561e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -11136527.000000 Penalty: 5678.405273
	Iteration 6Q: 3 clusters Score -1.113653e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -11137706.000000 Penalty: 5678.405273
	Iteration 7Q: 3 clusters Score -1.113771e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -11139497.000000 Penalty: 5678.405273
	Iteration 8Q: 3 clusters Score -1.11395e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -11142362.000000 Penalty: 5678.405273
	Iteration 9Q: 3 clusters Score -1.114236e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -11146031.000000 Penalty: 5678.405273
	Iteration 10F: 3 clusters Score -1.114603e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -11149857.000000 Penalty: 5678.405273
	Iteration 11F: 3 clusters Score -1.114986e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -11153173.000000 Penalty: 5678.405273
	Iteration 12F: 3 clusters Score -1.115317e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -11155582.000000 Penalty: 5678.405273
	Iteration 13Q: 3 clusters Score -1.115558e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -11157339.000000 Penalty: 5678.405273
	Iteration 14Q: 3 clusters Score -1.115734e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -11158664.000000 Penalty: 5678.405273
	Iteration 15Q: 3 clusters Score -1.115866e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -11159817.000000 Penalty: 5678.405273
	Iteration 16Q: 3 clusters Score -1.115982e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 84208 members 
Entering Unmasked Estep 
Score: -11161069.000000 Penalty: 5678.405273
	Iteration 17Q: 3 clusters Score -1.116107e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -11162418.000000 Penalty: 5678.405273
	Iteration 18Q: 3 clusters Score -1.116242e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -11163695.000000 Penalty: 5678.405273
	Iteration 19Q: 3 clusters Score -1.11637e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -11164880.000000 Penalty: 5678.405273
	Iteration 20F: 3 clusters Score -1.116488e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -11165967.000000 Penalty: 5678.405273
	Iteration 21Q: 3 clusters Score -1.116597e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -11166871.000000 Penalty: 5678.405273
	Iteration 22Q: 3 clusters Score -1.116687e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -11167447.000000 Penalty: 5678.405273
	Iteration 23Q: 3 clusters Score -1.116745e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -11167846.000000 Penalty: 5678.405273
	Iteration 24Q: 3 clusters Score -1.116785e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -11168015.000000 Penalty: 5678.405273
	Iteration 25Q: 3 clusters Score -1.116802e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -11168129.000000 Penalty: 5678.405273
	Iteration 26Q: 3 clusters Score -1.116813e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -11168175.000000 Penalty: 5678.405273
	Iteration 27Q: 3 clusters Score -1.116818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -11168210.000000 Penalty: 5678.405273
	Iteration 28Q: 3 clusters Score -1.116821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -11168209.000000 Penalty: 5678.405273
	Iteration 29Q: 3 clusters Score -1.116821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -11168230.000000 Penalty: 5678.405273
	Iteration 30Q: 3 clusters Score -1.116823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -11168230.000000 Penalty: 5678.405273
	Iteration 31Q: 3 clusters Score -1.116823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 93495 members 
Entering Unmasked Estep 
Score: -11168247.000000 Penalty: 5678.405273
	Iteration 32Q: 3 clusters Score -1.116825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 93503 members 
Entering Unmasked Estep 
Score: -11168253.000000 Penalty: 5678.405273
	Iteration 33Q: 3 clusters Score -1.116825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -11168252.000000 Penalty: 5678.405273
	Iteration 34Q: 3 clusters Score -1.116825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -11168265.000000 Penalty: 5678.405273
	Iteration 35Q: 3 clusters Score -1.116826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -11168261.000000 Penalty: 5678.405273
	Iteration 36Q: 3 clusters Score -1.116826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -11168263.000000 Penalty: 5678.405273
	Iteration 37Q: 3 clusters Score -1.116826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -11168263.000000 Penalty: 5678.405273
	Iteration 38F: 3 clusters Score -1.116826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Entering Unmasked Estep 
Score: -2316929.500000 Penalty: 2439.635742
	Iteration 0F: 2 clusters Score -2316930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2303753.000000 Penalty: 4879.271484
	Iteration 0F: 3 clusters Score -2303753 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2308122.750000 Penalty: 4879.271484
	Iteration 1F: 3 clusters Score -2308123 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2308484.250000 Penalty: 4879.271484
	Iteration 2F: 3 clusters Score -2308484 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2308786.000000 Penalty: 4879.271484
	Iteration 3Q: 3 clusters Score -2308786 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2309025.500000 Penalty: 4879.271484
	Iteration 4Q: 3 clusters Score -2309026 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2309279.750000 Penalty: 4879.271484
	Iteration 5Q: 3 clusters Score -2309280 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2309543.250000 Penalty: 4879.271484
	Iteration 6Q: 3 clusters Score -2309543 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2309919.250000 Penalty: 4879.271484
	Iteration 7Q: 3 clusters Score -2309919 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2310379.750000 Penalty: 4879.271484
	Iteration 8Q: 3 clusters Score -2310380 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2310989.750000 Penalty: 4879.271484
	Iteration 9F: 3 clusters Score -2310990 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2311732.500000 Penalty: 4879.271484
	Iteration 10F: 3 clusters Score -2311732 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2312551.500000 Penalty: 4879.271484
	Iteration 11F: 3 clusters Score -2312552 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2313297.500000 Penalty: 4879.271484
	Iteration 12Q: 3 clusters Score -2313298 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2313917.250000 Penalty: 4879.271484
	Iteration 13Q: 3 clusters Score -2313917 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2314286.500000 Penalty: 4879.271484
	Iteration 14Q: 3 clusters Score -2314286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2314491.000000 Penalty: 4879.271484
	Iteration 15Q: 3 clusters Score -2314491 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2314603.250000 Penalty: 4879.271484
	Iteration 16Q: 3 clusters Score -2314603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2314665.250000 Penalty: 4879.271484
	Iteration 17Q: 3 clusters Score -2314665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2314696.750000 Penalty: 4879.271484
	Iteration 18Q: 3 clusters Score -2314697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2314731.500000 Penalty: 4879.271484
	Iteration 19Q: 3 clusters Score -2314732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2314749.250000 Penalty: 4879.271484
	Iteration 20F: 3 clusters Score -2314749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2314759.750000 Penalty: 4879.271484
	Iteration 21Q: 3 clusters Score -2314760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2314770.750000 Penalty: 4879.271484
	Iteration 22Q: 3 clusters Score -2314771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2314782.500000 Penalty: 4879.271484
	Iteration 23Q: 3 clusters Score -2314782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2314787.000000 Penalty: 4879.271484
	Iteration 24Q: 3 clusters Score -2314787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2314789.500000 Penalty: 4879.271484
	Iteration 25Q: 3 clusters Score -2314790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2314790.500000 Penalty: 4879.271484
	Iteration 26Q: 3 clusters Score -2314790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2314792.000000 Penalty: 4879.271484
	Iteration 27Q: 3 clusters Score -2314792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2314792.000000 Penalty: 4879.271484
	Iteration 28F: 3 clusters Score -2314792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -111021.796875 Penalty: 1707.859863
	Iteration 0F: 2 clusters Score -111021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109155.984375 Penalty: 3415.719727
	Iteration 0F: 3 clusters Score -109156 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109519.062500 Penalty: 3415.719727
	Iteration 1F: 3 clusters Score -109519.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109700.328125 Penalty: 3415.719727
	Iteration 2F: 3 clusters Score -109700.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109803.757812 Penalty: 3415.719727
	Iteration 3F: 3 clusters Score -109803.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109871.500000 Penalty: 3415.719727
	Iteration 4Q: 3 clusters Score -109871.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -109912.851562 Penalty: 3415.719727
	Iteration 5Q: 3 clusters Score -109912.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -109934.437500 Penalty: 3415.719727
	Iteration 6Q: 3 clusters Score -109934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -109962.664062 Penalty: 3415.719727
	Iteration 7Q: 3 clusters Score -109962.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109985.164062 Penalty: 3415.719727
	Iteration 8Q: 3 clusters Score -109985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109999.585938 Penalty: 3415.719727
	Iteration 9Q: 3 clusters Score -109999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -110014.171875 Penalty: 3415.719727
	Iteration 10Q: 3 clusters Score -110014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -110024.382812 Penalty: 3415.719727
	Iteration 11Q: 3 clusters Score -110024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -110043.242188 Penalty: 3415.719727
	Iteration 12Q: 3 clusters Score -110043.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110063.390625 Penalty: 3415.719727
	Iteration 13Q: 3 clusters Score -110063.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -110076.179688 Penalty: 3415.719727
	Iteration 14Q: 3 clusters Score -110076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -110092.750000 Penalty: 3415.719727
	Iteration 15Q: 3 clusters Score -110092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -110121.898438 Penalty: 3415.719727
	Iteration 16Q: 3 clusters Score -110121.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -110144.398438 Penalty: 3415.719727
	Iteration 17Q: 3 clusters Score -110144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110149.085938 Penalty: 3415.719727
	Iteration 18Q: 3 clusters Score -110149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -110152.414062 Penalty: 3415.719727
	Iteration 19Q: 3 clusters Score -110152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -110160.671875 Penalty: 3415.719727
	Iteration 20F: 3 clusters Score -110160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -110177.734375 Penalty: 3415.719727
	Iteration 21Q: 3 clusters Score -110177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -110203.593750 Penalty: 3415.719727
	Iteration 22Q: 3 clusters Score -110203.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -110218.687500 Penalty: 3415.719727
	Iteration 23Q: 3 clusters Score -110218.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -110228.484375 Penalty: 3415.719727
	Iteration 24Q: 3 clusters Score -110228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -110242.828125 Penalty: 3415.719727
	Iteration 25Q: 3 clusters Score -110242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -110245.656250 Penalty: 3415.719727
	Iteration 26Q: 3 clusters Score -110245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -110247.117188 Penalty: 3415.719727
	Iteration 27Q: 3 clusters Score -110247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -110249.460938 Penalty: 3415.719727
	Iteration 28Q: 3 clusters Score -110249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -110255.960938 Penalty: 3415.719727
	Iteration 29Q: 3 clusters Score -110256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -110255.960938 Penalty: 3415.719727
	Iteration 30F: 3 clusters Score -110256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -96111.945312 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96111.95 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96462.843750 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96462.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96630.843750 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96630.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96844.671875 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96844.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -97030.710938 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97030.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -97206.375000 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -97206.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97336.078125 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97336.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -97441.226562 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97441.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97483.046875 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97483.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97486.695312 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -97490.343750 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97490.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -97493.281250 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97493.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -97495.210938 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97495.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -97496.960938 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97496.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -97498.968750 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97498.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -97504.695312 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97504.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -97504.695312 Penalty: 3376.735596
	Iteration 16F: 3 clusters Score -97504.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Entering Unmasked Estep 
Score: -778159.187500 Penalty: 2183.918945
	Iteration 0F: 2 clusters Score -778159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -772632.500000 Penalty: 4367.837891
	Iteration 0F: 3 clusters Score -772632.5 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -774131.187500 Penalty: 4367.837891
	Iteration 1F: 3 clusters Score -774131.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -774381.437500 Penalty: 4367.837891
	Iteration 2F: 3 clusters Score -774381.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -774556.375000 Penalty: 4367.837891
	Iteration 3Q: 3 clusters Score -774556.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -774685.062500 Penalty: 4367.837891
	Iteration 4Q: 3 clusters Score -774685.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -774799.937500 Penalty: 4367.837891
	Iteration 5Q: 3 clusters Score -774799.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -774918.750000 Penalty: 4367.837891
	Iteration 6Q: 3 clusters Score -774918.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -775044.750000 Penalty: 4367.837891
	Iteration 7Q: 3 clusters Score -775044.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -775211.187500 Penalty: 4367.837891
	Iteration 8Q: 3 clusters Score -775211.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -775428.187500 Penalty: 4367.837891
	Iteration 9Q: 3 clusters Score -775428.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -775704.062500 Penalty: 4367.837891
	Iteration 10Q: 3 clusters Score -775704.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -776027.375000 Penalty: 4367.837891
	Iteration 11Q: 3 clusters Score -776027.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -776271.875000 Penalty: 4367.837891
	Iteration 12Q: 3 clusters Score -776271.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -776439.812500 Penalty: 4367.837891
	Iteration 13Q: 3 clusters Score -776439.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -776554.562500 Penalty: 4367.837891
	Iteration 14Q: 3 clusters Score -776554.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -776642.312500 Penalty: 4367.837891
	Iteration 15Q: 3 clusters Score -776642.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -776712.000000 Penalty: 4367.837891
	Iteration 16Q: 3 clusters Score -776712 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -776776.187500 Penalty: 4367.837891
	Iteration 17Q: 3 clusters Score -776776.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -776823.500000 Penalty: 4367.837891
	Iteration 18Q: 3 clusters Score -776823.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -776860.375000 Penalty: 4367.837891
	Iteration 19Q: 3 clusters Score -776860.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -776894.812500 Penalty: 4367.837891
	Iteration 20F: 3 clusters Score -776894.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -776926.437500 Penalty: 4367.837891
	Iteration 21Q: 3 clusters Score -776926.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -776949.437500 Penalty: 4367.837891
	Iteration 22Q: 3 clusters Score -776949.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -776977.812500 Penalty: 4367.837891
	Iteration 23Q: 3 clusters Score -776977.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -777004.437500 Penalty: 4367.837891
	Iteration 24Q: 3 clusters Score -777004.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -777026.687500 Penalty: 4367.837891
	Iteration 25Q: 3 clusters Score -777026.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -777044.187500 Penalty: 4367.837891
	Iteration 26Q: 3 clusters Score -777044.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -777057.250000 Penalty: 4367.837891
	Iteration 27Q: 3 clusters Score -777057.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -777067.062500 Penalty: 4367.837891
	Iteration 28Q: 3 clusters Score -777067.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -777077.312500 Penalty: 4367.837891
	Iteration 29Q: 3 clusters Score -777077.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -777085.750000 Penalty: 4367.837891
	Iteration 30Q: 3 clusters Score -777085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -777091.937500 Penalty: 4367.837891
	Iteration 31Q: 3 clusters Score -777091.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -777096.687500 Penalty: 4367.837891
	Iteration 32Q: 3 clusters Score -777096.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -777102.437500 Penalty: 4367.837891
	Iteration 33Q: 3 clusters Score -777102.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -777105.687500 Penalty: 4367.837891
	Iteration 34Q: 3 clusters Score -777105.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -777106.062500 Penalty: 4367.837891
	Iteration 35Q: 3 clusters Score -777106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -777106.187500 Penalty: 4367.837891
	Iteration 36Q: 3 clusters Score -777106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -777106.812500 Penalty: 4367.837891
	Iteration 37Q: 3 clusters Score -777106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -777109.000000 Penalty: 4367.837891
	Iteration 38Q: 3 clusters Score -777109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -777108.375000 Penalty: 4367.837891
	Iteration 39Q: 3 clusters Score -777108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -777111.812500 Penalty: 4367.837891
	Iteration 40F: 3 clusters Score -777111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -777112.187500 Penalty: 4367.837891
	Iteration 41Q: 3 clusters Score -777112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -777112.250000 Penalty: 4367.837891
	Iteration 42Q: 3 clusters Score -777112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -777113.750000 Penalty: 4367.837891
	Iteration 43Q: 3 clusters Score -777113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -777115.812500 Penalty: 4367.837891
	Iteration 44Q: 3 clusters Score -777115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -777115.750000 Penalty: 4367.837891
	Iteration 45Q: 3 clusters Score -777115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -777115.375000 Penalty: 4367.837891
	Iteration 46Q: 3 clusters Score -777115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -777115.750000 Penalty: 4367.837891
	Iteration 47Q: 3 clusters Score -777115.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -777115.750000 Penalty: 4367.837891
	Iteration 48F: 3 clusters Score -777115.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (198269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198269 members 
Entering Unmasked Estep 
Score: -24490154.000000 Penalty: 3024.950195
	Iteration 0F: 2 clusters Score -2.449015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -24368398.000000 Penalty: 6049.900391
	Iteration 0F: 3 clusters Score -2.43684e+07 nChanged 95483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -24423786.000000 Penalty: 6049.900391
	Iteration 1F: 3 clusters Score -2.442379e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -24424866.000000 Penalty: 6049.900391
	Iteration 2Q: 3 clusters Score -2.442487e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -24426100.000000 Penalty: 6049.900391
	Iteration 3Q: 3 clusters Score -2.44261e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98723 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -24427500.000000 Penalty: 6049.900391
	Iteration 4Q: 3 clusters Score -2.44275e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -24428950.000000 Penalty: 6049.900391
	Iteration 5Q: 3 clusters Score -2.442895e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -24430644.000000 Penalty: 6049.900391
	Iteration 6Q: 3 clusters Score -2.443064e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -24432624.000000 Penalty: 6049.900391
	Iteration 7Q: 3 clusters Score -2.443262e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
Score: -24435578.000000 Penalty: 6049.900391
	Iteration 8Q: 3 clusters Score -2.443558e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -24438676.000000 Penalty: 6049.900391
	Iteration 9Q: 3 clusters Score -2.443868e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 115437 members 
Entering Unmasked Estep 
Score: -24441856.000000 Penalty: 6049.900391
	Iteration 10Q: 3 clusters Score -2.444186e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 121445 members 
Entering Unmasked Estep 
Score: -24445526.000000 Penalty: 6049.900391
	Iteration 11Q: 3 clusters Score -2.444553e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 128462 members 
Entering Unmasked Estep 
Score: -24450066.000000 Penalty: 6049.900391
	Iteration 12Q: 3 clusters Score -2.445007e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -24455018.000000 Penalty: 6049.900391
	Iteration 13Q: 3 clusters Score -2.445502e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -24460872.000000 Penalty: 6049.900391
	Iteration 14Q: 3 clusters Score -2.446087e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -24466678.000000 Penalty: 6049.900391
	Iteration 15Q: 3 clusters Score -2.446668e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 162621 members 
Entering Unmasked Estep 
Score: -24472288.000000 Penalty: 6049.900391
	Iteration 16Q: 3 clusters Score -2.447229e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -24477462.000000 Penalty: 6049.900391
	Iteration 17Q: 3 clusters Score -2.447746e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 177842 members 
Entering Unmasked Estep 
Score: -24481204.000000 Penalty: 6049.900391
	Iteration 18Q: 3 clusters Score -2.44812e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 183097 members 
Entering Unmasked Estep 
Score: -24483556.000000 Penalty: 6049.900391
	Iteration 19Q: 3 clusters Score -2.448356e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 186982 members 
Entering Unmasked Estep 
Score: -24485054.000000 Penalty: 6049.900391
	Iteration 20F: 3 clusters Score -2.448505e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 189828 members 
Entering Unmasked Estep 
Score: -24486122.000000 Penalty: 6049.900391
	Iteration 21Q: 3 clusters Score -2.448612e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 191844 members 
Entering Unmasked Estep 
Score: -24486652.000000 Penalty: 6049.900391
	Iteration 22Q: 3 clusters Score -2.448665e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 193322 members 
Entering Unmasked Estep 
Score: -24487104.000000 Penalty: 6049.900391
	Iteration 23Q: 3 clusters Score -2.44871e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 194378 members 
Entering Unmasked Estep 
Score: -24487378.000000 Penalty: 6049.900391
	Iteration 24Q: 3 clusters Score -2.448738e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 195129 members 
Entering Unmasked Estep 
Score: -24487494.000000 Penalty: 6049.900391
	Iteration 25Q: 3 clusters Score -2.448749e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 195655 members 
Entering Unmasked Estep 
Score: -24487678.000000 Penalty: 6049.900391
	Iteration 26Q: 3 clusters Score -2.448768e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 196039 members 
Entering Unmasked Estep 
Score: -24487916.000000 Penalty: 6049.900391
	Iteration 27Q: 3 clusters Score -2.448792e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 196323 members 
Entering Unmasked Estep 
Score: -24488002.000000 Penalty: 6049.900391
	Iteration 28Q: 3 clusters Score -2.4488e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 196502 members 
Entering Unmasked Estep 
Score: -24488064.000000 Penalty: 6049.900391
	Iteration 29Q: 3 clusters Score -2.448806e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 196615 members 
Entering Unmasked Estep 
Score: -24488118.000000 Penalty: 6049.900391
	Iteration 30Q: 3 clusters Score -2.448812e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 196710 members 
Entering Unmasked Estep 
Score: -24488170.000000 Penalty: 6049.900391
	Iteration 31Q: 3 clusters Score -2.448817e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 196792 members 
Entering Unmasked Estep 
Score: -24488232.000000 Penalty: 6049.900391
	Iteration 32Q: 3 clusters Score -2.448823e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 196858 members 
Entering Unmasked Estep 
Score: -24488266.000000 Penalty: 6049.900391
	Iteration 33Q: 3 clusters Score -2.448827e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 196902 members 
Entering Unmasked Estep 
Score: -24488298.000000 Penalty: 6049.900391
	Iteration 34Q: 3 clusters Score -2.44883e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 196938 members 
Entering Unmasked Estep 
Score: -24488294.000000 Penalty: 6049.900391
	Iteration 35Q: 3 clusters Score -2.448829e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 196972 members 
Entering Unmasked Estep 
Score: -24488350.000000 Penalty: 6049.900391
	Iteration 36Q: 3 clusters Score -2.448835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 196996 members 
Entering Unmasked Estep 
Score: -24488380.000000 Penalty: 6049.900391
	Iteration 37Q: 3 clusters Score -2.448838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 197016 members 
Entering Unmasked Estep 
Score: -24488384.000000 Penalty: 6049.900391
	Iteration 38Q: 3 clusters Score -2.448838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 197023 members 
Entering Unmasked Estep 
Score: -24488366.000000 Penalty: 6049.900391
	Iteration 39Q: 3 clusters Score -2.448837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 197022 members 
Entering Unmasked Estep 
Score: -24488374.000000 Penalty: 6049.900391
	Iteration 40F: 3 clusters Score -2.448837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 197029 members 
Entering Unmasked Estep 
Score: -24488388.000000 Penalty: 6049.900391
	Iteration 41Q: 3 clusters Score -2.448839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 197036 members 
Entering Unmasked Estep 
Score: -24488382.000000 Penalty: 6049.900391
	Iteration 42Q: 3 clusters Score -2.448838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 197044 members 
Entering Unmasked Estep 
Score: -24488392.000000 Penalty: 6049.900391
	Iteration 43Q: 3 clusters Score -2.448839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 197047 members 
Entering Unmasked Estep 
Score: -24488394.000000 Penalty: 6049.900391
	Iteration 44Q: 3 clusters Score -2.448839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 197049 members 
Entering Unmasked Estep 
Score: -24488386.000000 Penalty: 6049.900391
	Iteration 45Q: 3 clusters Score -2.448839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 197053 members 
Entering Unmasked Estep 
Score: -24488390.000000 Penalty: 6049.900391
	Iteration 46Q: 3 clusters Score -2.448839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 197057 members 
Entering Unmasked Estep 
Score: -24488384.000000 Penalty: 6049.900391
	Iteration 47Q: 3 clusters Score -2.448838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 197062 members 
Entering Unmasked Estep 
Score: -24488382.000000 Penalty: 6049.900391
	Iteration 48Q: 3 clusters Score -2.448838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 197067 members 
Entering Unmasked Estep 
Score: -24488378.000000 Penalty: 6049.900391
	Iteration 49Q: 3 clusters Score -2.448838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 197070 members 
Entering Unmasked Estep 
Score: -24488384.000000 Penalty: 6049.900391
	Iteration 50Q: 3 clusters Score -2.448838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 197070 members 
Entering Unmasked Estep 
Score: -24488382.000000 Penalty: 6049.900391
	Iteration 51Q: 3 clusters Score -2.448838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 197072 members 
Entering Unmasked Estep 
Score: -24488380.000000 Penalty: 6049.900391
	Iteration 52Q: 3 clusters Score -2.448838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 197074 members 
Entering Unmasked Estep 
Score: -24488382.000000 Penalty: 6049.900391
	Iteration 53Q: 3 clusters Score -2.448838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 197075 members 
Entering Unmasked Estep 
Score: -24488382.000000 Penalty: 6049.900391
	Iteration 54Q: 3 clusters Score -2.448838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 197076 members 
Entering Unmasked Estep 
Score: -24488388.000000 Penalty: 6049.900391
	Iteration 55Q: 3 clusters Score -2.448839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 197079 members 
Entering Unmasked Estep 
Score: -24488388.000000 Penalty: 6049.900391
	Iteration 56Q: 3 clusters Score -2.448839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 197079 members 
Entering Unmasked Estep 
Score: -24488378.000000 Penalty: 6049.900391
	Iteration 57Q: 3 clusters Score -2.448838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 197081 members 
Entering Unmasked Estep 
Score: -24488380.000000 Penalty: 6049.900391
	Iteration 58Q: 3 clusters Score -2.448838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 197081 members 
Entering Unmasked Estep 
Score: -24488380.000000 Penalty: 6049.900391
	Iteration 59F: 3 clusters Score -2.448838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 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 196 members 
Entering Unmasked Estep 
Score: -41759.457031 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41759.46 nChanged 82
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: -41964.695312 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41964.7 nChanged 16
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: -42011.593750 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42011.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42032.933594 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42032.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42041.835938 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42041.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42047.125000 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42047.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42054.734375 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42054.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42056.460938 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42056.46 nChanged 3
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: -42064.871094 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -42064.87 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: -42068.339844 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -42068.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42071.101562 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -42071.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42075.566406 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -42075.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42087.152344 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -42087.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42096.097656 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -42096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42101.167969 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -42101.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42104.535156 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -42104.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42106.113281 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -42106.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42112.890625 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -42112.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42120.371094 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -42120.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42128.367188 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -42128.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42143.718750 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -42143.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42156.019531 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -42156.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42172.722656 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -42172.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42205.238281 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -42205.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -42214.375000 Penalty: 2993.598877
	Iteration 24Q: 3 clusters Score -42214.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -42226.484375 Penalty: 2993.598877
	Iteration 25Q: 3 clusters Score -42226.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -42244.996094 Penalty: 2993.598877
	Iteration 26Q: 3 clusters Score -42245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42273.500000 Penalty: 2993.598877
	Iteration 27Q: 3 clusters Score -42273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42294.679688 Penalty: 2993.598877
	Iteration 28Q: 3 clusters Score -42294.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42313.011719 Penalty: 2993.598877
	Iteration 29Q: 3 clusters Score -42313.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42336.437500 Penalty: 2993.598877
	Iteration 30Q: 3 clusters Score -42336.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42418.523438 Penalty: 2993.598877
	Iteration 31Q: 3 clusters Score -42418.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42441.707031 Penalty: 2993.598877
	Iteration 32Q: 3 clusters Score -42441.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42444.007812 Penalty: 2993.598877
	Iteration 33Q: 3 clusters Score -42444.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42444.007812 Penalty: 2993.598877
	Iteration 34F: 3 clusters Score -42444.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 197460 members 
Mstep: Class 4 contains 10242 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 200669 members 
Mstep: Class 7 contains 84408 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54592 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 28318 members 
Mstep: Class 13 contains 90128 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 101248 members 
Mstep: Class 16 contains 110078 members 
Mstep: Class 17 contains 154666 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 11676 members 
Mstep: Class 20 contains 21777 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93751 members 
Mstep: Class 24 contains 18718 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198269 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722656.000000 Penalty: 106339.234375
Iteration 199Q: 31 clusters Score -1.947227e+08 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 198320 members 
Mstep: Class 4 contains 10279 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 200681 members 
Mstep: Class 7 contains 84437 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54631 members 
Mstep: Class 11 contains 6387 members 
Mstep: Class 12 contains 29665 members 
Mstep: Class 13 contains 90127 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 101327 members 
Mstep: Class 16 contains 110058 members 
Mstep: Class 17 contains 155023 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 11739 members 
Mstep: Class 20 contains 21815 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 93734 members 
Mstep: Class 24 contains 18829 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 198320 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724400.000000 Penalty: 106339.234375
Iteration 200F: 31 clusters Score -1.947244e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 198457 members 
Mstep: Class 4 contains 10228 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200694 members 
Mstep: Class 7 contains 84194 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54432 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 30588 members 
Mstep: Class 13 contains 89851 members 
Mstep: Class 14 contains 6298 members 
Mstep: Class 15 contains 100832 members 
Mstep: Class 16 contains 109685 members 
Mstep: Class 17 contains 154565 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11683 members 
Mstep: Class 20 contains 21740 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 92651 members 
Mstep: Class 24 contains 18925 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 198351 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194554 members 
Entering Unmasked Estep 
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Iteration 201Q: 31 clusters Score -1.947248e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 198740 members 
Mstep: Class 4 contains 10188 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200663 members 
Mstep: Class 7 contains 84012 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 54292 members 
Mstep: Class 11 contains 6402 members 
Mstep: Class 12 contains 31538 members 
Mstep: Class 13 contains 89610 members 
Mstep: Class 14 contains 6295 members 
Mstep: Class 15 contains 100409 members 
Mstep: Class 16 contains 109387 members 
Mstep: Class 17 contains 154198 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11644 members 
Mstep: Class 20 contains 21702 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 91657 members 
Mstep: Class 24 contains 19030 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 198381 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195992 members 
Entering Unmasked Estep 
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Iteration 202Q: 31 clusters Score -1.94725e+08 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 199053 members 
Mstep: Class 4 contains 10162 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200602 members 
Mstep: Class 7 contains 83849 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 54182 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 12 contains 32447 members 
Mstep: Class 13 contains 89400 members 
Mstep: Class 14 contains 6271 members 
Mstep: Class 15 contains 100065 members 
Mstep: Class 16 contains 109104 members 
Mstep: Class 17 contains 153740 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11626 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 90744 members 
Mstep: Class 24 contains 19131 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 198427 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 197254 members 
Entering Unmasked Estep 
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Iteration 203Q: 31 clusters Score -1.947259e+08 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 199257 members 
Mstep: Class 4 contains 10138 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200547 members 
Mstep: Class 7 contains 83701 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 54088 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 33320 members 
Mstep: Class 13 contains 89182 members 
Mstep: Class 14 contains 6241 members 
Mstep: Class 15 contains 99739 members 
Mstep: Class 16 contains 108846 members 
Mstep: Class 17 contains 153317 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11614 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89935 members 
Mstep: Class 24 contains 19232 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198471 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 198435 members 
Entering Unmasked Estep 
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Iteration 204Q: 31 clusters Score -1.947263e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 199406 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200496 members 
Mstep: Class 7 contains 83559 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 54018 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 34133 members 
Mstep: Class 13 contains 89005 members 
Mstep: Class 14 contains 6199 members 
Mstep: Class 15 contains 99442 members 
Mstep: Class 16 contains 108583 members 
Mstep: Class 17 contains 152948 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11594 members 
Mstep: Class 20 contains 21662 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 89208 members 
Mstep: Class 24 contains 19328 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 198530 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 199521 members 
Entering Unmasked Estep 
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Iteration 205Q: 31 clusters Score -1.947263e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 199491 members 
Mstep: Class 4 contains 10096 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200507 members 
Mstep: Class 7 contains 83431 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53950 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 34916 members 
Mstep: Class 13 contains 88824 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 99152 members 
Mstep: Class 16 contains 108317 members 
Mstep: Class 17 contains 152545 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11580 members 
Mstep: Class 20 contains 21657 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 88533 members 
Mstep: Class 24 contains 19435 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6654 members 
Mstep: Class 28 contains 198559 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 200608 members 
Entering Unmasked Estep 
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Iteration 206Q: 31 clusters Score -1.947262e+08 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 199570 members 
Mstep: Class 4 contains 10080 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200493 members 
Mstep: Class 7 contains 83319 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 53868 members 
Mstep: Class 11 contains 6451 members 
Mstep: Class 12 contains 35733 members 
Mstep: Class 13 contains 88644 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 98867 members 
Mstep: Class 16 contains 108050 members 
Mstep: Class 17 contains 152154 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 87863 members 
Mstep: Class 24 contains 19543 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 198580 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 201662 members 
Entering Unmasked Estep 
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Iteration 207Q: 31 clusters Score -1.947266e+08 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 199563 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200512 members 
Mstep: Class 7 contains 83221 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53795 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 36532 members 
Mstep: Class 13 contains 88466 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 98572 members 
Mstep: Class 16 contains 107813 members 
Mstep: Class 17 contains 151755 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 21631 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 87231 members 
Mstep: Class 24 contains 19654 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 198604 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 202725 members 
Entering Unmasked Estep 
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Iteration 208Q: 31 clusters Score -1.947266e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 199491 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200534 members 
Mstep: Class 7 contains 83122 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 53723 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 37309 members 
Mstep: Class 13 contains 88310 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 98276 members 
Mstep: Class 16 contains 107564 members 
Mstep: Class 17 contains 151418 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11563 members 
Mstep: Class 20 contains 21618 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 86643 members 
Mstep: Class 24 contains 19778 members 
Mstep: Class 25 contains 979 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 198583 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 203779 members 
Entering Unmasked Estep 
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Iteration 209Q: 31 clusters Score -1.947274e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 199382 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200587 members 
Mstep: Class 7 contains 83033 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 53655 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 38056 members 
Mstep: Class 13 contains 88134 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 97982 members 
Mstep: Class 16 contains 107315 members 
Mstep: Class 17 contains 151093 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11555 members 
Mstep: Class 20 contains 21604 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 86090 members 
Mstep: Class 24 contains 19908 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 198548 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204831 members 
Entering Unmasked Estep 
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Iteration 210Q: 31 clusters Score -1.947271e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 199251 members 
Mstep: Class 4 contains 10025 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200625 members 
Mstep: Class 7 contains 82961 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53581 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 38784 members 
Mstep: Class 13 contains 87975 members 
Mstep: Class 14 contains 5878 members 
Mstep: Class 15 contains 97699 members 
Mstep: Class 16 contains 107083 members 
Mstep: Class 17 contains 150807 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11544 members 
Mstep: Class 20 contains 21581 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85556 members 
Mstep: Class 24 contains 20015 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6667 members 
Mstep: Class 28 contains 198538 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205844 members 
Entering Unmasked Estep 
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Iteration 211Q: 31 clusters Score -1.947273e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 199086 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200663 members 
Mstep: Class 7 contains 82909 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53493 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 39480 members 
Mstep: Class 13 contains 87843 members 
Mstep: Class 14 contains 5820 members 
Mstep: Class 15 contains 97414 members 
Mstep: Class 16 contains 106855 members 
Mstep: Class 17 contains 150559 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 21562 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85077 members 
Mstep: Class 24 contains 20120 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 198508 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 206819 members 
Entering Unmasked Estep 
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Iteration 212Q: 31 clusters Score -1.947277e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 198855 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200726 members 
Mstep: Class 7 contains 82852 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53433 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 12 contains 40136 members 
Mstep: Class 13 contains 87712 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 97149 members 
Mstep: Class 16 contains 106648 members 
Mstep: Class 17 contains 150361 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 11527 members 
Mstep: Class 20 contains 21546 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84658 members 
Mstep: Class 24 contains 20203 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 198476 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 207711 members 
Entering Unmasked Estep 
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Iteration 213Q: 31 clusters Score -1.947272e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 198668 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200782 members 
Mstep: Class 7 contains 82787 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53386 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 40821 members 
Mstep: Class 13 contains 87568 members 
Mstep: Class 14 contains 5709 members 
Mstep: Class 15 contains 96899 members 
Mstep: Class 16 contains 106453 members 
Mstep: Class 17 contains 150091 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 21530 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84234 members 
Mstep: Class 24 contains 20307 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 198458 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 208531 members 
Entering Unmasked Estep 
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Iteration 214Q: 31 clusters Score -1.947269e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 198411 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200828 members 
Mstep: Class 7 contains 82749 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 53314 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 41449 members 
Mstep: Class 13 contains 87432 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 15 contains 96633 members 
Mstep: Class 16 contains 106284 members 
Mstep: Class 17 contains 149858 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11511 members 
Mstep: Class 20 contains 21525 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83855 members 
Mstep: Class 24 contains 20413 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 198441 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 209383 members 
Entering Unmasked Estep 
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Iteration 215Q: 31 clusters Score -1.947264e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 198226 members 
Mstep: Class 4 contains 9996 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200895 members 
Mstep: Class 7 contains 82706 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 53252 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 42108 members 
Mstep: Class 13 contains 87317 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 96385 members 
Mstep: Class 16 contains 106089 members 
Mstep: Class 17 contains 149618 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11495 members 
Mstep: Class 20 contains 21522 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83480 members 
Mstep: Class 24 contains 20504 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 198458 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 210078 members 
Entering Unmasked Estep 
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Iteration 216Q: 31 clusters Score -1.947267e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 198026 members 
Mstep: Class 4 contains 9984 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200978 members 
Mstep: Class 7 contains 82659 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 53179 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 42772 members 
Mstep: Class 13 contains 87214 members 
Mstep: Class 14 contains 5567 members 
Mstep: Class 15 contains 96166 members 
Mstep: Class 16 contains 105913 members 
Mstep: Class 17 contains 149372 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11481 members 
Mstep: Class 20 contains 21518 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83113 members 
Mstep: Class 24 contains 20574 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198448 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 210767 members 
Entering Unmasked Estep 
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Iteration 217Q: 31 clusters Score -1.947264e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 197873 members 
Mstep: Class 4 contains 9972 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201080 members 
Mstep: Class 7 contains 82605 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 53098 members 
Mstep: Class 11 contains 6653 members 
Mstep: Class 12 contains 43419 members 
Mstep: Class 13 contains 87113 members 
Mstep: Class 14 contains 5521 members 
Mstep: Class 15 contains 95939 members 
Mstep: Class 16 contains 105706 members 
Mstep: Class 17 contains 149204 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11467 members 
Mstep: Class 20 contains 21526 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82744 members 
Mstep: Class 24 contains 20627 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 198426 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 211392 members 
Entering Unmasked Estep 
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Iteration 218Q: 31 clusters Score -1.947266e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 197699 members 
Mstep: Class 4 contains 9974 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201204 members 
Mstep: Class 7 contains 82554 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 53021 members 
Mstep: Class 11 contains 6669 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 87009 members 
Mstep: Class 14 contains 5463 members 
Mstep: Class 15 contains 95694 members 
Mstep: Class 16 contains 105520 members 
Mstep: Class 17 contains 149046 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11457 members 
Mstep: Class 20 contains 21534 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82391 members 
Mstep: Class 24 contains 20696 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198412 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 211946 members 
Entering Unmasked Estep 
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Iteration 219Q: 31 clusters Score -1.947266e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 197557 members 
Mstep: Class 4 contains 9968 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201334 members 
Mstep: Class 7 contains 82505 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 52954 members 
Mstep: Class 11 contains 6673 members 
Mstep: Class 12 contains 44733 members 
Mstep: Class 13 contains 86902 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 95434 members 
Mstep: Class 16 contains 105324 members 
Mstep: Class 17 contains 148902 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11452 members 
Mstep: Class 20 contains 21539 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82079 members 
Mstep: Class 24 contains 20766 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 198393 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 212467 members 
Entering Unmasked Estep 
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Iteration 220F: 31 clusters Score -1.947271e+08 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 197325 members 
Mstep: Class 4 contains 9960 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201424 members 
Mstep: Class 7 contains 82457 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 52889 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 45360 members 
Mstep: Class 13 contains 86801 members 
Mstep: Class 14 contains 5352 members 
Mstep: Class 15 contains 95206 members 
Mstep: Class 16 contains 105126 members 
Mstep: Class 17 contains 148749 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11442 members 
Mstep: Class 20 contains 21552 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81779 members 
Mstep: Class 24 contains 20830 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 198402 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 213052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727088.000000 Penalty: 106339.234375
Iteration 221Q: 31 clusters Score -1.947271e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 197143 members 
Mstep: Class 4 contains 9946 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201533 members 
Mstep: Class 7 contains 82414 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 52814 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 46052 members 
Mstep: Class 13 contains 86707 members 
Mstep: Class 14 contains 5302 members 
Mstep: Class 15 contains 94969 members 
Mstep: Class 16 contains 104969 members 
Mstep: Class 17 contains 148590 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11440 members 
Mstep: Class 20 contains 21563 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81459 members 
Mstep: Class 24 contains 20917 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 198366 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 213525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727248.000000 Penalty: 106339.234375
Iteration 222Q: 31 clusters Score -1.947272e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 197001 members 
Mstep: Class 4 contains 9920 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201613 members 
Mstep: Class 7 contains 82356 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 52747 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 46709 members 
Mstep: Class 13 contains 86618 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 94745 members 
Mstep: Class 16 contains 104803 members 
Mstep: Class 17 contains 148448 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11434 members 
Mstep: Class 20 contains 21572 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81175 members 
Mstep: Class 24 contains 20998 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198315 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 214016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727664.000000 Penalty: 106339.234375
Iteration 223Q: 31 clusters Score -1.947277e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 196784 members 
Mstep: Class 4 contains 9900 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201714 members 
Mstep: Class 7 contains 82303 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 52692 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 47357 members 
Mstep: Class 13 contains 86546 members 
Mstep: Class 14 contains 5196 members 
Mstep: Class 15 contains 94517 members 
Mstep: Class 16 contains 104617 members 
Mstep: Class 17 contains 148305 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 21590 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80866 members 
Mstep: Class 24 contains 21070 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198280 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 214563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728304.000000 Penalty: 106339.234375
Iteration 224Q: 31 clusters Score -1.947283e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 196592 members 
Mstep: Class 4 contains 9881 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 201769 members 
Mstep: Class 7 contains 82248 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 52627 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 47985 members 
Mstep: Class 13 contains 86489 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 15 contains 94273 members 
Mstep: Class 16 contains 104470 members 
Mstep: Class 17 contains 148175 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 21612 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80568 members 
Mstep: Class 24 contains 21135 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 198262 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 215067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728224.000000 Penalty: 106339.234375
Iteration 225Q: 31 clusters Score -1.947282e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 196422 members 
Mstep: Class 4 contains 9865 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 201824 members 
Mstep: Class 7 contains 82191 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 52553 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 48582 members 
Mstep: Class 13 contains 86440 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 94042 members 
Mstep: Class 16 contains 104343 members 
Mstep: Class 17 contains 148054 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 21623 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80306 members 
Mstep: Class 24 contains 21190 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 198244 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 215536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 106339.234375
Iteration 226Q: 31 clusters Score -1.947282e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2072 members 
Mstep: Class 3 contains 196261 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 201858 members 
Mstep: Class 7 contains 82134 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 52483 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 49137 members 
Mstep: Class 13 contains 86391 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 93828 members 
Mstep: Class 16 contains 104209 members 
Mstep: Class 17 contains 147923 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11406 members 
Mstep: Class 20 contains 21637 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80060 members 
Mstep: Class 24 contains 21255 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6653 members 
Mstep: Class 28 contains 198214 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 216021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728688.000000 Penalty: 106339.234375
Iteration 227Q: 31 clusters Score -1.947287e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 196078 members 
Mstep: Class 4 contains 9842 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 201962 members 
Mstep: Class 7 contains 82050 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 52385 members 
Mstep: Class 11 contains 6730 members 
Mstep: Class 12 contains 49642 members 
Mstep: Class 13 contains 86337 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 93621 members 
Mstep: Class 16 contains 104081 members 
Mstep: Class 17 contains 147775 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11410 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79845 members 
Mstep: Class 24 contains 21313 members 
Mstep: Class 25 contains 981 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6652 members 
Mstep: Class 28 contains 198192 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 216544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728240.000000 Penalty: 106339.234375
Iteration 228Q: 31 clusters Score -1.947282e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 195883 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202026 members 
Mstep: Class 7 contains 81971 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 52318 members 
Mstep: Class 11 contains 6740 members 
Mstep: Class 12 contains 50151 members 
Mstep: Class 13 contains 86272 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 93434 members 
Mstep: Class 16 contains 103943 members 
Mstep: Class 17 contains 147637 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 21657 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79616 members 
Mstep: Class 24 contains 21363 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6652 members 
Mstep: Class 28 contains 198205 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 217044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728480.000000 Penalty: 106339.234375
Iteration 229Q: 31 clusters Score -1.947285e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 195739 members 
Mstep: Class 4 contains 9800 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202041 members 
Mstep: Class 7 contains 81887 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 52245 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 50661 members 
Mstep: Class 13 contains 86209 members 
Mstep: Class 14 contains 4956 members 
Mstep: Class 15 contains 93235 members 
Mstep: Class 16 contains 103822 members 
Mstep: Class 17 contains 147544 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79398 members 
Mstep: Class 24 contains 21432 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 198212 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 217488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728720.000000 Penalty: 106339.234375
Iteration 230Q: 31 clusters Score -1.947287e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2070 members 
Mstep: Class 3 contains 195581 members 
Mstep: Class 4 contains 9799 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202042 members 
Mstep: Class 7 contains 81805 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 3071 members 
Mstep: Class 10 contains 52178 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 51175 members 
Mstep: Class 13 contains 86154 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 93041 members 
Mstep: Class 16 contains 103708 members 
Mstep: Class 17 contains 147451 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 21644 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79176 members 
Mstep: Class 24 contains 21533 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6653 members 
Mstep: Class 28 contains 198185 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 217936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727968.000000 Penalty: 106339.234375
Iteration 231Q: 31 clusters Score -1.94728e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 195414 members 
Mstep: Class 4 contains 9789 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202049 members 
Mstep: Class 7 contains 81742 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 3070 members 
Mstep: Class 10 contains 52108 members 
Mstep: Class 11 contains 6747 members 
Mstep: Class 12 contains 51719 members 
Mstep: Class 13 contains 86082 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 92873 members 
Mstep: Class 16 contains 103587 members 
Mstep: Class 17 contains 147345 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 21647 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78951 members 
Mstep: Class 24 contains 21611 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 198198 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728272.000000 Penalty: 106339.234375
Iteration 232Q: 31 clusters Score -1.947283e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 195308 members 
Mstep: Class 4 contains 9782 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202031 members 
Mstep: Class 7 contains 81673 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 52038 members 
Mstep: Class 11 contains 6750 members 
Mstep: Class 12 contains 52316 members 
Mstep: Class 13 contains 86010 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 92697 members 
Mstep: Class 16 contains 103468 members 
Mstep: Class 17 contains 147242 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11422 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78724 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6649 members 
Mstep: Class 28 contains 198209 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 106339.234375
Iteration 233Q: 31 clusters Score -1.947281e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 195118 members 
Mstep: Class 4 contains 9773 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202059 members 
Mstep: Class 7 contains 81627 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 51983 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 52924 members 
Mstep: Class 13 contains 85940 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 92539 members 
Mstep: Class 16 contains 103352 members 
Mstep: Class 17 contains 147149 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11420 members 
Mstep: Class 20 contains 21652 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78518 members 
Mstep: Class 24 contains 21737 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 198213 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727904.000000 Penalty: 106339.234375
Iteration 234Q: 31 clusters Score -1.947279e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 194978 members 
Mstep: Class 4 contains 9764 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202070 members 
Mstep: Class 7 contains 81554 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 51922 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 53506 members 
Mstep: Class 13 contains 85870 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 92396 members 
Mstep: Class 16 contains 103224 members 
Mstep: Class 17 contains 147053 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11418 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78349 members 
Mstep: Class 24 contains 21797 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 198227 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727520.000000 Penalty: 106339.234375
Iteration 235Q: 31 clusters Score -1.947275e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 194816 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202140 members 
Mstep: Class 7 contains 81487 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 51840 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 54090 members 
Mstep: Class 13 contains 85782 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 92255 members 
Mstep: Class 16 contains 103095 members 
Mstep: Class 17 contains 146989 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 21639 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78178 members 
Mstep: Class 24 contains 21859 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 198221 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728000.000000 Penalty: 106339.234375
Iteration 236Q: 31 clusters Score -1.94728e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 194690 members 
Mstep: Class 4 contains 9760 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202186 members 
Mstep: Class 7 contains 81423 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 51756 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 54667 members 
Mstep: Class 13 contains 85706 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 92112 members 
Mstep: Class 16 contains 102959 members 
Mstep: Class 17 contains 146889 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 21635 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78006 members 
Mstep: Class 24 contains 21929 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 198249 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728096.000000 Penalty: 106339.234375
Iteration 237Q: 31 clusters Score -1.947281e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 194592 members 
Mstep: Class 4 contains 9752 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202236 members 
Mstep: Class 7 contains 81354 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 55264 members 
Mstep: Class 13 contains 85629 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 91995 members 
Mstep: Class 16 contains 102827 members 
Mstep: Class 17 contains 146795 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 21628 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77850 members 
Mstep: Class 24 contains 22003 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 198249 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728336.000000 Penalty: 106339.234375
Iteration 238Q: 31 clusters Score -1.947283e+08 nChanged 2361
Entering ConstructFrom: 
Score: -194728336.000000 Penalty: 106339.234375
Entering ConstructFrom: 
Trying to split cluster 1 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -781342.312500 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -781342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -775920.250000 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -775920.2 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -777376.625000 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -777376.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -777647.437500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -777647.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -777832.000000 Penalty: 4345.573730
	Iteration 3Q: 3 clusters Score -777832 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -778012.812500 Penalty: 4345.573730
	Iteration 4Q: 3 clusters Score -778012.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -778189.187500 Penalty: 4345.573730
	Iteration 5Q: 3 clusters Score -778189.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -778341.125000 Penalty: 4345.573730
	Iteration 6Q: 3 clusters Score -778341.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -778479.187500 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -778479.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -778598.125000 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -778598.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -778710.625000 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -778710.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -778837.500000 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -778837.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -778957.437500 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -778957.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -779078.750000 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -779078.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -779204.500000 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -779204.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -779321.250000 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -779321.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -779410.375000 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -779410.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -779477.437500 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -779477.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -779531.500000 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -779531.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -779584.625000 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -779584.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -779636.375000 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -779636.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -779677.562500 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -779677.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -779700.062500 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -779700.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -779723.750000 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -779723.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -779744.687500 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -779744.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -779757.062500 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -779757.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -779766.312500 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -779766.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -779773.062500 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -779773.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -779777.187500 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -779777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -779780.812500 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -779780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -779783.312500 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -779783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -779789.000000 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -779789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -779790.687500 Penalty: 4345.573730
	Iteration 31Q: 3 clusters Score -779790.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -779792.187500 Penalty: 4345.573730
	Iteration 32Q: 3 clusters Score -779792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -779793.375000 Penalty: 4345.573730
	Iteration 33Q: 3 clusters Score -779793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -779793.312500 Penalty: 4345.573730
	Iteration 34Q: 3 clusters Score -779793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -779793.312500 Penalty: 4345.573730
	Iteration 35F: 3 clusters Score -779793.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -261961.062500 Penalty: 1892.715332
	Iteration 0F: 2 clusters Score -261961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -259320.421875 Penalty: 3785.430664
	Iteration 0F: 3 clusters Score -259320.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -259796.625000 Penalty: 3785.430664
	Iteration 1F: 3 clusters Score -259796.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -259907.437500 Penalty: 3785.430664
	Iteration 2F: 3 clusters Score -259907.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259969.531250 Penalty: 3785.430664
	Iteration 3Q: 3 clusters Score -259969.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -260010.312500 Penalty: 3785.430664
	Iteration 4Q: 3 clusters Score -260010.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -260024.406250 Penalty: 3785.430664
	Iteration 5Q: 3 clusters Score -260024.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -260036.765625 Penalty: 3785.430664
	Iteration 6Q: 3 clusters Score -260036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -260044.468750 Penalty: 3785.430664
	Iteration 7Q: 3 clusters Score -260044.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -260052.812500 Penalty: 3785.430664
	Iteration 8Q: 3 clusters Score -260052.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -260064.562500 Penalty: 3785.430664
	Iteration 9Q: 3 clusters Score -260064.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -260073.250000 Penalty: 3785.430664
	Iteration 10Q: 3 clusters Score -260073.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260077.390625 Penalty: 3785.430664
	Iteration 11Q: 3 clusters Score -260077.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -260080.265625 Penalty: 3785.430664
	Iteration 12Q: 3 clusters Score -260080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -260081.750000 Penalty: 3785.430664
	Iteration 13Q: 3 clusters Score -260081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -260083.859375 Penalty: 3785.430664
	Iteration 14Q: 3 clusters Score -260083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -260088.156250 Penalty: 3785.430664
	Iteration 15Q: 3 clusters Score -260088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -260091.656250 Penalty: 3785.430664
	Iteration 16Q: 3 clusters Score -260091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -260095.437500 Penalty: 3785.430664
	Iteration 17Q: 3 clusters Score -260095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -260100.906250 Penalty: 3785.430664
	Iteration 18Q: 3 clusters Score -260100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -260105.906250 Penalty: 3785.430664
	Iteration 19Q: 3 clusters Score -260105.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -260110.390625 Penalty: 3785.430664
	Iteration 20F: 3 clusters Score -260110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -260114.359375 Penalty: 3785.430664
	Iteration 21Q: 3 clusters Score -260114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -260119.296875 Penalty: 3785.430664
	Iteration 22Q: 3 clusters Score -260119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -260120.656250 Penalty: 3785.430664
	Iteration 23Q: 3 clusters Score -260120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -260121.953125 Penalty: 3785.430664
	Iteration 24Q: 3 clusters Score -260122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -260123.078125 Penalty: 3785.430664
	Iteration 25Q: 3 clusters Score -260123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -260123.078125 Penalty: 3785.430664
	Iteration 26F: 3 clusters Score -260123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (194483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194483 members 
Entering Unmasked Estep 
Score: -24022070.000000 Penalty: 3020.168701
	Iteration 0F: 2 clusters Score -2.402207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -23896936.000000 Penalty: 6040.337402
	Iteration 0F: 3 clusters Score -2.389694e+07 nChanged 93470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -23951232.000000 Penalty: 6040.337402
	Iteration 1F: 3 clusters Score -2.395123e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 104219 members 
Entering Unmasked Estep 
Score: -23952296.000000 Penalty: 6040.337402
	Iteration 2Q: 3 clusters Score -2.39523e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86420 members 
Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
Score: -23953596.000000 Penalty: 6040.337402
	Iteration 3Q: 3 clusters Score -2.39536e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80403 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -23955922.000000 Penalty: 6040.337402
	Iteration 4Q: 3 clusters Score -2.395592e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -23960286.000000 Penalty: 6040.337402
	Iteration 5Q: 3 clusters Score -2.396029e+07 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 135768 members 
Entering Unmasked Estep 
Score: -23968504.000000 Penalty: 6040.337402
	Iteration 6F: 3 clusters Score -2.39685e+07 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -23982596.000000 Penalty: 6040.337402
	Iteration 7F: 3 clusters Score -2.39826e+07 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 170755 members 
Entering Unmasked Estep 
Score: -23999678.000000 Penalty: 6040.337402
	Iteration 8F: 3 clusters Score -2.399968e+07 nChanged 14556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 185311 members 
Entering Unmasked Estep 
Score: -24012244.000000 Penalty: 6040.337402
	Iteration 9F: 3 clusters Score -2.401224e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 192140 members 
Entering Unmasked Estep 
Score: -24017454.000000 Penalty: 6040.337402
	Iteration 10Q: 3 clusters Score -2.401745e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 193927 members 
Entering Unmasked Estep 
Score: -24018878.000000 Penalty: 6040.337402
	Iteration 11Q: 3 clusters Score -2.401888e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194268 members 
Entering Unmasked Estep 
Score: -24019164.000000 Penalty: 6040.337402
	Iteration 12Q: 3 clusters Score -2.401916e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194318 members 
Entering Unmasked Estep 
Score: -24019290.000000 Penalty: 6040.337402
	Iteration 13Q: 3 clusters Score -2.401929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 194333 members 
Entering Unmasked Estep 
Score: -24019352.000000 Penalty: 6040.337402
	Iteration 14Q: 3 clusters Score -2.401935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194336 members 
Entering Unmasked Estep 
Score: -24019390.000000 Penalty: 6040.337402
	Iteration 15Q: 3 clusters Score -2.401939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194339 members 
Entering Unmasked Estep 
Score: -24019414.000000 Penalty: 6040.337402
	Iteration 16Q: 3 clusters Score -2.401941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194341 members 
Entering Unmasked Estep 
Score: -24019416.000000 Penalty: 6040.337402
	Iteration 17Q: 3 clusters Score -2.401942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 194344 members 
Entering Unmasked Estep 
Score: -24019420.000000 Penalty: 6040.337402
	Iteration 18Q: 3 clusters Score -2.401942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -24019422.000000 Penalty: 6040.337402
	Iteration 19Q: 3 clusters Score -2.401942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -24019422.000000 Penalty: 6040.337402
	Iteration 20F: 3 clusters Score -2.401942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Entering Unmasked Estep 
Score: -1110455.000000 Penalty: 2277.682129
	Iteration 0F: 2 clusters Score -1110455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1102911.625000 Penalty: 4555.364258
	Iteration 0F: 3 clusters Score -1102912 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1105169.500000 Penalty: 4555.364258
	Iteration 1F: 3 clusters Score -1105170 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1105469.375000 Penalty: 4555.364258
	Iteration 2F: 3 clusters Score -1105469 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1105695.375000 Penalty: 4555.364258
	Iteration 3F: 3 clusters Score -1105695 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1105878.625000 Penalty: 4555.364258
	Iteration 4Q: 3 clusters Score -1105879 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1106048.750000 Penalty: 4555.364258
	Iteration 5Q: 3 clusters Score -1106049 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1106244.250000 Penalty: 4555.364258
	Iteration 6Q: 3 clusters Score -1106244 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1106441.000000 Penalty: 4555.364258
	Iteration 7Q: 3 clusters Score -1106441 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1106670.750000 Penalty: 4555.364258
	Iteration 8Q: 3 clusters Score -1106671 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1106929.625000 Penalty: 4555.364258
	Iteration 9Q: 3 clusters Score -1106930 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1107176.000000 Penalty: 4555.364258
	Iteration 10Q: 3 clusters Score -1107176 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1107448.375000 Penalty: 4555.364258
	Iteration 11Q: 3 clusters Score -1107448 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1107719.750000 Penalty: 4555.364258
	Iteration 12Q: 3 clusters Score -1107720 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1107954.500000 Penalty: 4555.364258
	Iteration 13Q: 3 clusters Score -1107954 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1108117.625000 Penalty: 4555.364258
	Iteration 14Q: 3 clusters Score -1108118 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1108250.875000 Penalty: 4555.364258
	Iteration 15Q: 3 clusters Score -1108251 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1108362.625000 Penalty: 4555.364258
	Iteration 16Q: 3 clusters Score -1108363 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1108456.750000 Penalty: 4555.364258
	Iteration 17Q: 3 clusters Score -1108457 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1108555.250000 Penalty: 4555.364258
	Iteration 18Q: 3 clusters Score -1108555 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1108639.875000 Penalty: 4555.364258
	Iteration 19Q: 3 clusters Score -1108640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1108733.250000 Penalty: 4555.364258
	Iteration 20F: 3 clusters Score -1108733 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1108849.375000 Penalty: 4555.364258
	Iteration 21Q: 3 clusters Score -1108849 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1108972.375000 Penalty: 4555.364258
	Iteration 22Q: 3 clusters Score -1108972 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1109103.750000 Penalty: 4555.364258
	Iteration 23Q: 3 clusters Score -1109104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1109202.250000 Penalty: 4555.364258
	Iteration 24Q: 3 clusters Score -1109202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1109278.125000 Penalty: 4555.364258
	Iteration 25Q: 3 clusters Score -1109278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1109335.625000 Penalty: 4555.364258
	Iteration 26Q: 3 clusters Score -1109336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1109370.375000 Penalty: 4555.364258
	Iteration 27Q: 3 clusters Score -1109370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1109406.000000 Penalty: 4555.364258
	Iteration 28Q: 3 clusters Score -1109406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1109435.750000 Penalty: 4555.364258
	Iteration 29Q: 3 clusters Score -1109436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1109456.750000 Penalty: 4555.364258
	Iteration 30Q: 3 clusters Score -1109457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1109467.625000 Penalty: 4555.364258
	Iteration 31Q: 3 clusters Score -1109468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1109473.250000 Penalty: 4555.364258
	Iteration 32Q: 3 clusters Score -1109473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1109480.250000 Penalty: 4555.364258
	Iteration 33Q: 3 clusters Score -1109480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1109483.250000 Penalty: 4555.364258
	Iteration 34Q: 3 clusters Score -1109483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1109486.500000 Penalty: 4555.364258
	Iteration 35Q: 3 clusters Score -1109486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1109490.000000 Penalty: 4555.364258
	Iteration 36Q: 3 clusters Score -1109490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1109496.250000 Penalty: 4555.364258
	Iteration 37Q: 3 clusters Score -1109496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1109500.750000 Penalty: 4555.364258
	Iteration 38Q: 3 clusters Score -1109501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1109500.750000 Penalty: 4555.364258
	Iteration 39Q: 3 clusters Score -1109501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1109506.375000 Penalty: 4555.364258
	Iteration 40F: 3 clusters Score -1109506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1109508.375000 Penalty: 4555.364258
	Iteration 41Q: 3 clusters Score -1109508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1109511.875000 Penalty: 4555.364258
	Iteration 42Q: 3 clusters Score -1109512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1109515.000000 Penalty: 4555.364258
	Iteration 43Q: 3 clusters Score -1109515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1109515.250000 Penalty: 4555.364258
	Iteration 44Q: 3 clusters Score -1109515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1109519.375000 Penalty: 4555.364258
	Iteration 45Q: 3 clusters Score -1109519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1109522.500000 Penalty: 4555.364258
	Iteration 46Q: 3 clusters Score -1109522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1109523.500000 Penalty: 4555.364258
	Iteration 47Q: 3 clusters Score -1109524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1109528.000000 Penalty: 4555.364258
	Iteration 48Q: 3 clusters Score -1109528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1109529.000000 Penalty: 4555.364258
	Iteration 49Q: 3 clusters Score -1109529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1109528.375000 Penalty: 4555.364258
	Iteration 50Q: 3 clusters Score -1109528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1109528.000000 Penalty: 4555.364258
	Iteration 51Q: 3 clusters Score -1109528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1109528.000000 Penalty: 4555.364258
	Iteration 52F: 3 clusters Score -1109528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -86507.765625 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -86507.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84721.492188 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -84721.49 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84956.250000 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -84956.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85041.476562 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -85041.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85072.343750 Penalty: 3288.164062
	Iteration 3Q: 3 clusters Score -85072.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85082.695312 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -85082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85086.734375 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -85086.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85090.101562 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -85090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85093.835938 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -85093.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85099.109375 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -85099.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85108.117188 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -85108.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85115.156250 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -85115.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85118.046875 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -85118.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85118.921875 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -85118.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85118.921875 Penalty: 3288.164062
	Iteration 13F: 3 clusters Score -85118.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (202277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202277 members 
Entering Unmasked Estep 
Score: -25019082.000000 Penalty: 3029.913330
	Iteration 0F: 2 clusters Score -2.501908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -24894112.000000 Penalty: 6059.826660
	Iteration 0F: 3 clusters Score -2.489411e+07 nChanged 97111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -24950874.000000 Penalty: 6059.826660
	Iteration 1F: 3 clusters Score -2.495087e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 93767 members 
Entering Unmasked Estep 
Score: -24952032.000000 Penalty: 6059.826660
	Iteration 2Q: 3 clusters Score -2.495203e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113228 members 
Mstep: Class 2 contains 89049 members 
Entering Unmasked Estep 
Score: -24953726.000000 Penalty: 6059.826660
	Iteration 3Q: 3 clusters Score -2.495373e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -24956888.000000 Penalty: 6059.826660
	Iteration 4Q: 3 clusters Score -2.495689e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131188 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -24962858.000000 Penalty: 6059.826660
	Iteration 5F: 3 clusters Score -2.496286e+07 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145927 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -24973356.000000 Penalty: 6059.826660
	Iteration 6F: 3 clusters Score -2.497336e+07 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164033 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -24988164.000000 Penalty: 6059.826660
	Iteration 7F: 3 clusters Score -2.498816e+07 nChanged 18438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182461 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -25003368.000000 Penalty: 6059.826660
	Iteration 8F: 3 clusters Score -2.500337e+07 nChanged 12425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194884 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -25012086.000000 Penalty: 6059.826660
	Iteration 9F: 3 clusters Score -2.501209e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200133 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -25015316.000000 Penalty: 6059.826660
	Iteration 10Q: 3 clusters Score -2.501532e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201629 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -25015980.000000 Penalty: 6059.826660
	Iteration 11Q: 3 clusters Score -2.501598e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201963 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -25016226.000000 Penalty: 6059.826660
	Iteration 12Q: 3 clusters Score -2.501623e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202042 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25016282.000000 Penalty: 6059.826660
	Iteration 13Q: 3 clusters Score -2.501628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202072 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -25016324.000000 Penalty: 6059.826660
	Iteration 14Q: 3 clusters Score -2.501632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202084 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25016384.000000 Penalty: 6059.826660
	Iteration 15Q: 3 clusters Score -2.501638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202086 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25016378.000000 Penalty: 6059.826660
	Iteration 16Q: 3 clusters Score -2.501638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25016396.000000 Penalty: 6059.826660
	Iteration 17Q: 3 clusters Score -2.50164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25016410.000000 Penalty: 6059.826660
	Iteration 18Q: 3 clusters Score -2.501641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202092 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25016412.000000 Penalty: 6059.826660
	Iteration 19Q: 3 clusters Score -2.501641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202091 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25016408.000000 Penalty: 6059.826660
	Iteration 20F: 3 clusters Score -2.501641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25016410.000000 Penalty: 6059.826660
	Iteration 21Q: 3 clusters Score -2.501641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25016410.000000 Penalty: 6059.826660
	Iteration 22F: 3 clusters Score -2.501641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (81295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81295 members 
Entering Unmasked Estep 
Score: -10108921.000000 Penalty: 2803.848145
	Iteration 0F: 2 clusters Score -1.010892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -10054374.000000 Penalty: 5607.696289
	Iteration 0F: 3 clusters Score -1.005437e+07 nChanged 38340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -10076369.000000 Penalty: 5607.696289
	Iteration 1F: 3 clusters Score -1.007637e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -10077438.000000 Penalty: 5607.696289
	Iteration 2Q: 3 clusters Score -1.007744e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -10078678.000000 Penalty: 5607.696289
	Iteration 3Q: 3 clusters Score -1.007868e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -10080221.000000 Penalty: 5607.696289
	Iteration 4Q: 3 clusters Score -1.008022e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -10081828.000000 Penalty: 5607.696289
	Iteration 5Q: 3 clusters Score -1.008183e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10083913.000000 Penalty: 5607.696289
	Iteration 6F: 3 clusters Score -1.008391e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -10086453.000000 Penalty: 5607.696289
	Iteration 7F: 3 clusters Score -1.008645e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -10089738.000000 Penalty: 5607.696289
	Iteration 8F: 3 clusters Score -1.008974e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -10093541.000000 Penalty: 5607.696289
	Iteration 9F: 3 clusters Score -1.009354e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -10096666.000000 Penalty: 5607.696289
	Iteration 10F: 3 clusters Score -1.009667e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -10098403.000000 Penalty: 5607.696289
	Iteration 11Q: 3 clusters Score -1.00984e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -10099330.000000 Penalty: 5607.696289
	Iteration 12Q: 3 clusters Score -1.009933e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -10099969.000000 Penalty: 5607.696289
	Iteration 13Q: 3 clusters Score -1.009997e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -10100387.000000 Penalty: 5607.696289
	Iteration 14Q: 3 clusters Score -1.010039e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -10100833.000000 Penalty: 5607.696289
	Iteration 15Q: 3 clusters Score -1.010083e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -10101161.000000 Penalty: 5607.696289
	Iteration 16Q: 3 clusters Score -1.010116e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -10101603.000000 Penalty: 5607.696289
	Iteration 17Q: 3 clusters Score -1.01016e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 60526 members 
Entering Unmasked Estep 
Score: -10101978.000000 Penalty: 5607.696289
	Iteration 18Q: 3 clusters Score -1.010198e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -10102415.000000 Penalty: 5607.696289
	Iteration 19Q: 3 clusters Score -1.010242e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -10102704.000000 Penalty: 5607.696289
	Iteration 20F: 3 clusters Score -1.01027e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -10103051.000000 Penalty: 5607.696289
	Iteration 21Q: 3 clusters Score -1.010305e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -10103334.000000 Penalty: 5607.696289
	Iteration 22Q: 3 clusters Score -1.010333e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -10103640.000000 Penalty: 5607.696289
	Iteration 23Q: 3 clusters Score -1.010364e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -10103950.000000 Penalty: 5607.696289
	Iteration 24Q: 3 clusters Score -1.010395e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -10104236.000000 Penalty: 5607.696289
	Iteration 25Q: 3 clusters Score -1.010424e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -10104508.000000 Penalty: 5607.696289
	Iteration 26Q: 3 clusters Score -1.010451e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -10104769.000000 Penalty: 5607.696289
	Iteration 27Q: 3 clusters Score -1.010477e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -10104976.000000 Penalty: 5607.696289
	Iteration 28Q: 3 clusters Score -1.010498e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -10105217.000000 Penalty: 5607.696289
	Iteration 29Q: 3 clusters Score -1.010522e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -10105403.000000 Penalty: 5607.696289
	Iteration 30Q: 3 clusters Score -1.01054e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -10105599.000000 Penalty: 5607.696289
	Iteration 31Q: 3 clusters Score -1.01056e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -10105804.000000 Penalty: 5607.696289
	Iteration 32Q: 3 clusters Score -1.01058e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -10105917.000000 Penalty: 5607.696289
	Iteration 33Q: 3 clusters Score -1.010592e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -10106079.000000 Penalty: 5607.696289
	Iteration 34Q: 3 clusters Score -1.010608e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -10106215.000000 Penalty: 5607.696289
	Iteration 35Q: 3 clusters Score -1.010622e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -10106355.000000 Penalty: 5607.696289
	Iteration 36Q: 3 clusters Score -1.010636e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -10106424.000000 Penalty: 5607.696289
	Iteration 37Q: 3 clusters Score -1.010642e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -10106518.000000 Penalty: 5607.696289
	Iteration 38Q: 3 clusters Score -1.010652e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -10106596.000000 Penalty: 5607.696289
	Iteration 39Q: 3 clusters Score -1.01066e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -10106677.000000 Penalty: 5607.696289
	Iteration 40F: 3 clusters Score -1.010668e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10106737.000000 Penalty: 5607.696289
	Iteration 41Q: 3 clusters Score -1.010674e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -10106754.000000 Penalty: 5607.696289
	Iteration 42Q: 3 clusters Score -1.010675e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -10106778.000000 Penalty: 5607.696289
	Iteration 43Q: 3 clusters Score -1.010678e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -10106838.000000 Penalty: 5607.696289
	Iteration 44Q: 3 clusters Score -1.010684e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -10106861.000000 Penalty: 5607.696289
	Iteration 45Q: 3 clusters Score -1.010686e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 77066 members 
Entering Unmasked Estep 
Score: -10106893.000000 Penalty: 5607.696289
	Iteration 46Q: 3 clusters Score -1.010689e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -10106936.000000 Penalty: 5607.696289
	Iteration 47Q: 3 clusters Score -1.010694e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -10106994.000000 Penalty: 5607.696289
	Iteration 48Q: 3 clusters Score -1.010699e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -10107045.000000 Penalty: 5607.696289
	Iteration 49Q: 3 clusters Score -1.010704e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -10107101.000000 Penalty: 5607.696289
	Iteration 50Q: 3 clusters Score -1.01071e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -10107155.000000 Penalty: 5607.696289
	Iteration 51Q: 3 clusters Score -1.010716e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -10107181.000000 Penalty: 5607.696289
	Iteration 52Q: 3 clusters Score -1.010718e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -10107189.000000 Penalty: 5607.696289
	Iteration 53Q: 3 clusters Score -1.010719e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -10107201.000000 Penalty: 5607.696289
	Iteration 54Q: 3 clusters Score -1.01072e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -10107224.000000 Penalty: 5607.696289
	Iteration 55Q: 3 clusters Score -1.010722e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -10107257.000000 Penalty: 5607.696289
	Iteration 56Q: 3 clusters Score -1.010726e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 78229 members 
Entering Unmasked Estep 
Score: -10107272.000000 Penalty: 5607.696289
	Iteration 57Q: 3 clusters Score -1.010727e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -10107262.000000 Penalty: 5607.696289
	Iteration 58Q: 3 clusters Score -1.010726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10107256.000000 Penalty: 5607.696289
	Iteration 59Q: 3 clusters Score -1.010726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -10107260.000000 Penalty: 5607.696289
	Iteration 60F: 3 clusters Score -1.010726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -10107268.000000 Penalty: 5607.696289
	Iteration 61Q: 3 clusters Score -1.010727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -10107278.000000 Penalty: 5607.696289
	Iteration 62Q: 3 clusters Score -1.010728e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -10107296.000000 Penalty: 5607.696289
	Iteration 63Q: 3 clusters Score -1.01073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -10107309.000000 Penalty: 5607.696289
	Iteration 64Q: 3 clusters Score -1.010731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -10107329.000000 Penalty: 5607.696289
	Iteration 65Q: 3 clusters Score -1.010733e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -10107341.000000 Penalty: 5607.696289
	Iteration 66Q: 3 clusters Score -1.010734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -10107351.000000 Penalty: 5607.696289
	Iteration 67Q: 3 clusters Score -1.010735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -10107343.000000 Penalty: 5607.696289
	Iteration 68Q: 3 clusters Score -1.010734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -10107342.000000 Penalty: 5607.696289
	Iteration 69Q: 3 clusters Score -1.010734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -10107338.000000 Penalty: 5607.696289
	Iteration 70Q: 3 clusters Score -1.010734e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -10107351.000000 Penalty: 5607.696289
	Iteration 71Q: 3 clusters Score -1.010735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -10107349.000000 Penalty: 5607.696289
	Iteration 72Q: 3 clusters Score -1.010735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -10107360.000000 Penalty: 5607.696289
	Iteration 73Q: 3 clusters Score -1.010736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -10107364.000000 Penalty: 5607.696289
	Iteration 74Q: 3 clusters Score -1.010736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -10107364.000000 Penalty: 5607.696289
	Iteration 75Q: 3 clusters Score -1.010736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -10107366.000000 Penalty: 5607.696289
	Iteration 76Q: 3 clusters Score -1.010737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -10107367.000000 Penalty: 5607.696289
	Iteration 77Q: 3 clusters Score -1.010737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -10107372.000000 Penalty: 5607.696289
	Iteration 78Q: 3 clusters Score -1.010737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 78855 members 
Entering Unmasked Estep 
Score: -10107388.000000 Penalty: 5607.696289
	Iteration 79Q: 3 clusters Score -1.010739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -10107393.000000 Penalty: 5607.696289
	Iteration 80F: 3 clusters Score -1.010739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -10107391.000000 Penalty: 5607.696289
	Iteration 81Q: 3 clusters Score -1.010739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -10107397.000000 Penalty: 5607.696289
	Iteration 82Q: 3 clusters Score -1.01074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -10107389.000000 Penalty: 5607.696289
	Iteration 83Q: 3 clusters Score -1.010739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -10107394.000000 Penalty: 5607.696289
	Iteration 84Q: 3 clusters Score -1.010739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 78893 members 
Entering Unmasked Estep 
Score: -10107400.000000 Penalty: 5607.696289
	Iteration 85Q: 3 clusters Score -1.01074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -10107413.000000 Penalty: 5607.696289
	Iteration 86Q: 3 clusters Score -1.010741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 78911 members 
Entering Unmasked Estep 
Score: -10107415.000000 Penalty: 5607.696289
	Iteration 87Q: 3 clusters Score -1.010742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -10107418.000000 Penalty: 5607.696289
	Iteration 88Q: 3 clusters Score -1.010742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -10107412.000000 Penalty: 5607.696289
	Iteration 89Q: 3 clusters Score -1.010741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -10107412.000000 Penalty: 5607.696289
	Iteration 90Q: 3 clusters Score -1.010741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10107405.000000 Penalty: 5607.696289
	Iteration 91Q: 3 clusters Score -1.01074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -10107407.000000 Penalty: 5607.696289
	Iteration 92Q: 3 clusters Score -1.010741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -10107408.000000 Penalty: 5607.696289
	Iteration 93Q: 3 clusters Score -1.010741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -10107408.000000 Penalty: 5607.696289
	Iteration 94F: 3 clusters Score -1.010741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -116942.359375 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -116942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114971.648438 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -114971.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -115323.289062 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -115323.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115471.976562 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -115472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115632.500000 Penalty: 3481.571045
	Iteration 3F: 3 clusters Score -115632.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115862.226562 Penalty: 3481.571045
	Iteration 4F: 3 clusters Score -115862.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116053.140625 Penalty: 3481.571045
	Iteration 5F: 3 clusters Score -116053.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116209.156250 Penalty: 3481.571045
	Iteration 6F: 3 clusters Score -116209.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -116303.023438 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -116303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116352.000000 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -116352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116390.085938 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -116390.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116442.179688 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -116442.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116475.250000 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -116475.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -116493.218750 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -116493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116498.781250 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -116498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116504.484375 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -116504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116506.406250 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -116506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116508.875000 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -116508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116508.875000 Penalty: 3481.571045
	Iteration 17F: 3 clusters Score -116508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Entering Unmasked Estep 
Score: -372681.062500 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -372681.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -369413.781250 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -369413.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -370194.500000 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -370194.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -370458.531250 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -370458.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -370603.593750 Penalty: 3981.951904
	Iteration 3F: 3 clusters Score -370603.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -370710.000000 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -370710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -370777.625000 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -370777.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -370824.562500 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -370824.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -370868.656250 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -370868.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -370900.375000 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -370900.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -370934.781250 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -370934.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -370960.937500 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -370960.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -370990.000000 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -370990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371001.937500 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -371001.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -371012.531250 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -371012.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -371019.312500 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -371019.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -371028.437500 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -371028.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -371037.156250 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -371037.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -371047.312500 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -371047.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -371058.031250 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -371058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -371062.718750 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -371062.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -371066.312500 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -371066.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -371071.468750 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -371071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -371075.750000 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -371075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -371078.156250 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -371078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -371081.218750 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -371081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -371081.750000 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -371081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -371081.750000 Penalty: 3981.951904
	Iteration 26F: 3 clusters Score -371081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Entering Unmasked Estep 
Score: -6416398.000000 Penalty: 2691.227295
	Iteration 0F: 2 clusters Score -6416398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -6381492.000000 Penalty: 5382.454590
	Iteration 0F: 3 clusters Score -6381492 nChanged 23914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -6394800.500000 Penalty: 5382.454590
	Iteration 1F: 3 clusters Score -6394800 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -6395288.000000 Penalty: 5382.454590
	Iteration 2Q: 3 clusters Score -6395288 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -6395878.500000 Penalty: 5382.454590
	Iteration 3Q: 3 clusters Score -6395878 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6396495.500000 Penalty: 5382.454590
	Iteration 4Q: 3 clusters Score -6396496 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -6397229.000000 Penalty: 5382.454590
	Iteration 5Q: 3 clusters Score -6397229 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6398207.000000 Penalty: 5382.454590
	Iteration 6Q: 3 clusters Score -6398207 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -6399577.000000 Penalty: 5382.454590
	Iteration 7Q: 3 clusters Score -6399577 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -6401305.000000 Penalty: 5382.454590
	Iteration 8F: 3 clusters Score -6401305 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -6403105.500000 Penalty: 5382.454590
	Iteration 9F: 3 clusters Score -6403106 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -6404848.500000 Penalty: 5382.454590
	Iteration 10F: 3 clusters Score -6404848 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -6406205.000000 Penalty: 5382.454590
	Iteration 11Q: 3 clusters Score -6406205 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -6407264.000000 Penalty: 5382.454590
	Iteration 12Q: 3 clusters Score -6407264 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -6407890.500000 Penalty: 5382.454590
	Iteration 13Q: 3 clusters Score -6407890 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -6408326.000000 Penalty: 5382.454590
	Iteration 14Q: 3 clusters Score -6408326 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -6408620.500000 Penalty: 5382.454590
	Iteration 15Q: 3 clusters Score -6408620 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -6408805.500000 Penalty: 5382.454590
	Iteration 16Q: 3 clusters Score -6408806 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -6408948.500000 Penalty: 5382.454590
	Iteration 17Q: 3 clusters Score -6408948 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -6409084.500000 Penalty: 5382.454590
	Iteration 18Q: 3 clusters Score -6409084 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -6409238.500000 Penalty: 5382.454590
	Iteration 19Q: 3 clusters Score -6409238 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -6409368.000000 Penalty: 5382.454590
	Iteration 20F: 3 clusters Score -6409368 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -6409502.000000 Penalty: 5382.454590
	Iteration 21Q: 3 clusters Score -6409502 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -6409651.000000 Penalty: 5382.454590
	Iteration 22Q: 3 clusters Score -6409651 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -6409848.000000 Penalty: 5382.454590
	Iteration 23Q: 3 clusters Score -6409848 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -6410036.000000 Penalty: 5382.454590
	Iteration 24Q: 3 clusters Score -6410036 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -6410229.500000 Penalty: 5382.454590
	Iteration 25Q: 3 clusters Score -6410230 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -6410426.500000 Penalty: 5382.454590
	Iteration 26Q: 3 clusters Score -6410426 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -6410615.500000 Penalty: 5382.454590
	Iteration 27Q: 3 clusters Score -6410616 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -6410850.000000 Penalty: 5382.454590
	Iteration 28Q: 3 clusters Score -6410850 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6411097.500000 Penalty: 5382.454590
	Iteration 29Q: 3 clusters Score -6411098 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6411403.000000 Penalty: 5382.454590
	Iteration 30Q: 3 clusters Score -6411403 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -6411686.500000 Penalty: 5382.454590
	Iteration 31Q: 3 clusters Score -6411686 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6411993.500000 Penalty: 5382.454590
	Iteration 32Q: 3 clusters Score -6411994 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -6412346.500000 Penalty: 5382.454590
	Iteration 33Q: 3 clusters Score -6412346 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6412663.000000 Penalty: 5382.454590
	Iteration 34Q: 3 clusters Score -6412663 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -6412988.000000 Penalty: 5382.454590
	Iteration 35Q: 3 clusters Score -6412988 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -6413213.000000 Penalty: 5382.454590
	Iteration 36Q: 3 clusters Score -6413213 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6413408.000000 Penalty: 5382.454590
	Iteration 37Q: 3 clusters Score -6413408 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -6413539.500000 Penalty: 5382.454590
	Iteration 38Q: 3 clusters Score -6413540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6413633.000000 Penalty: 5382.454590
	Iteration 39Q: 3 clusters Score -6413633 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6413705.000000 Penalty: 5382.454590
	Iteration 40F: 3 clusters Score -6413705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6413743.500000 Penalty: 5382.454590
	Iteration 41Q: 3 clusters Score -6413744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -6413798.000000 Penalty: 5382.454590
	Iteration 42Q: 3 clusters Score -6413798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6413852.500000 Penalty: 5382.454590
	Iteration 43Q: 3 clusters Score -6413852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6413893.500000 Penalty: 5382.454590
	Iteration 44Q: 3 clusters Score -6413894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6413917.500000 Penalty: 5382.454590
	Iteration 45Q: 3 clusters Score -6413918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6413936.500000 Penalty: 5382.454590
	Iteration 46Q: 3 clusters Score -6413936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -6413965.000000 Penalty: 5382.454590
	Iteration 47Q: 3 clusters Score -6413965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -6413992.000000 Penalty: 5382.454590
	Iteration 48Q: 3 clusters Score -6413992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -6414016.500000 Penalty: 5382.454590
	Iteration 49Q: 3 clusters Score -6414016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -6414027.000000 Penalty: 5382.454590
	Iteration 50Q: 3 clusters Score -6414027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -6414033.500000 Penalty: 5382.454590
	Iteration 51Q: 3 clusters Score -6414034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -6414037.000000 Penalty: 5382.454590
	Iteration 52Q: 3 clusters Score -6414037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -6414056.500000 Penalty: 5382.454590
	Iteration 53Q: 3 clusters Score -6414056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -6414067.000000 Penalty: 5382.454590
	Iteration 54Q: 3 clusters Score -6414067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -6414063.000000 Penalty: 5382.454590
	Iteration 55Q: 3 clusters Score -6414063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -6414071.000000 Penalty: 5382.454590
	Iteration 56Q: 3 clusters Score -6414071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6414074.000000 Penalty: 5382.454590
	Iteration 57Q: 3 clusters Score -6414074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -6414074.500000 Penalty: 5382.454590
	Iteration 58Q: 3 clusters Score -6414074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6414081.000000 Penalty: 5382.454590
	Iteration 59Q: 3 clusters Score -6414081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -6414092.000000 Penalty: 5382.454590
	Iteration 60F: 3 clusters Score -6414092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -6414096.000000 Penalty: 5382.454590
	Iteration 61Q: 3 clusters Score -6414096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6414105.500000 Penalty: 5382.454590
	Iteration 62Q: 3 clusters Score -6414106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6414102.500000 Penalty: 5382.454590
	Iteration 63Q: 3 clusters Score -6414102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -6414100.000000 Penalty: 5382.454590
	Iteration 64Q: 3 clusters Score -6414100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -6414108.500000 Penalty: 5382.454590
	Iteration 65Q: 3 clusters Score -6414108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -6414113.000000 Penalty: 5382.454590
	Iteration 66Q: 3 clusters Score -6414113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -6414115.500000 Penalty: 5382.454590
	Iteration 67Q: 3 clusters Score -6414116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -6414117.000000 Penalty: 5382.454590
	Iteration 68Q: 3 clusters Score -6414117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -6414121.000000 Penalty: 5382.454590
	Iteration 69Q: 3 clusters Score -6414121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -6414123.000000 Penalty: 5382.454590
	Iteration 70Q: 3 clusters Score -6414123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -6414123.000000 Penalty: 5382.454590
	Iteration 71Q: 3 clusters Score -6414123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -6414120.500000 Penalty: 5382.454590
	Iteration 72Q: 3 clusters Score -6414120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -6414127.500000 Penalty: 5382.454590
	Iteration 73Q: 3 clusters Score -6414128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -6414125.500000 Penalty: 5382.454590
	Iteration 74Q: 3 clusters Score -6414126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6414126.000000 Penalty: 5382.454590
	Iteration 75Q: 3 clusters Score -6414126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6414126.000000 Penalty: 5382.454590
	Iteration 76F: 3 clusters Score -6414126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Entering Unmasked Estep 
Score: -850995.875000 Penalty: 2188.191650
	Iteration 0F: 2 clusters Score -850995.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -845336.375000 Penalty: 4376.383301
	Iteration 0F: 3 clusters Score -845336.4 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -846864.500000 Penalty: 4376.383301
	Iteration 1F: 3 clusters Score -846864.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -847205.062500 Penalty: 4376.383301
	Iteration 2F: 3 clusters Score -847205.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -847459.937500 Penalty: 4376.383301
	Iteration 3F: 3 clusters Score -847459.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -847728.875000 Penalty: 4376.383301
	Iteration 4F: 3 clusters Score -847728.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -848100.562500 Penalty: 4376.383301
	Iteration 5F: 3 clusters Score -848100.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -848436.187500 Penalty: 4376.383301
	Iteration 6F: 3 clusters Score -848436.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -848772.562500 Penalty: 4376.383301
	Iteration 7F: 3 clusters Score -848772.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -849109.625000 Penalty: 4376.383301
	Iteration 8F: 3 clusters Score -849109.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -849449.062500 Penalty: 4376.383301
	Iteration 9F: 3 clusters Score -849449.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -849711.250000 Penalty: 4376.383301
	Iteration 10Q: 3 clusters Score -849711.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -849902.937500 Penalty: 4376.383301
	Iteration 11Q: 3 clusters Score -849902.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -850020.875000 Penalty: 4376.383301
	Iteration 12Q: 3 clusters Score -850020.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -850120.562500 Penalty: 4376.383301
	Iteration 13Q: 3 clusters Score -850120.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -850192.875000 Penalty: 4376.383301
	Iteration 14Q: 3 clusters Score -850192.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -850246.687500 Penalty: 4376.383301
	Iteration 15Q: 3 clusters Score -850246.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -850286.437500 Penalty: 4376.383301
	Iteration 16Q: 3 clusters Score -850286.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -850312.312500 Penalty: 4376.383301
	Iteration 17Q: 3 clusters Score -850312.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -850334.250000 Penalty: 4376.383301
	Iteration 18Q: 3 clusters Score -850334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -850343.562500 Penalty: 4376.383301
	Iteration 19Q: 3 clusters Score -850343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -850348.500000 Penalty: 4376.383301
	Iteration 20F: 3 clusters Score -850348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -850350.125000 Penalty: 4376.383301
	Iteration 21Q: 3 clusters Score -850350.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -850350.125000 Penalty: 4376.383301
	Iteration 22F: 3 clusters Score -850350.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Entering Unmasked Estep 
Score: -6860361.000000 Penalty: 2710.807617
	Iteration 0F: 2 clusters Score -6860361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -6822809.500000 Penalty: 5421.615234
	Iteration 0F: 3 clusters Score -6822810 nChanged 25788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -6836915.000000 Penalty: 5421.615234
	Iteration 1F: 3 clusters Score -6836915 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -6837206.000000 Penalty: 5421.615234
	Iteration 2Q: 3 clusters Score -6837206 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -6837544.000000 Penalty: 5421.615234
	Iteration 3Q: 3 clusters Score -6837544 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -6837796.000000 Penalty: 5421.615234
	Iteration 4Q: 3 clusters Score -6837796 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6838044.500000 Penalty: 5421.615234
	Iteration 5Q: 3 clusters Score -6838044 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -6838375.000000 Penalty: 5421.615234
	Iteration 6Q: 3 clusters Score -6838375 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -6838940.000000 Penalty: 5421.615234
	Iteration 7Q: 3 clusters Score -6838940 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -6839809.500000 Penalty: 5421.615234
	Iteration 8Q: 3 clusters Score -6839810 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -6841401.000000 Penalty: 5421.615234
	Iteration 9F: 3 clusters Score -6841401 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -6844399.500000 Penalty: 5421.615234
	Iteration 10F: 3 clusters Score -6844400 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -6848814.500000 Penalty: 5421.615234
	Iteration 11F: 3 clusters Score -6848814 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -6853280.000000 Penalty: 5421.615234
	Iteration 12F: 3 clusters Score -6853280 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -6856224.500000 Penalty: 5421.615234
	Iteration 13F: 3 clusters Score -6856224 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -6857337.500000 Penalty: 5421.615234
	Iteration 14Q: 3 clusters Score -6857338 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -6857670.000000 Penalty: 5421.615234
	Iteration 15Q: 3 clusters Score -6857670 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -6857813.000000 Penalty: 5421.615234
	Iteration 16Q: 3 clusters Score -6857813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -6857887.500000 Penalty: 5421.615234
	Iteration 17Q: 3 clusters Score -6857888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -6857935.000000 Penalty: 5421.615234
	Iteration 18Q: 3 clusters Score -6857935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -6857946.000000 Penalty: 5421.615234
	Iteration 19Q: 3 clusters Score -6857946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -6857945.500000 Penalty: 5421.615234
	Iteration 20F: 3 clusters Score -6857946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (85556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Entering Unmasked Estep 
Score: -10658918.000000 Penalty: 2816.517578
	Iteration 0F: 2 clusters Score -1.065892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -10601733.000000 Penalty: 5633.035156
	Iteration 0F: 3 clusters Score -1.060173e+07 nChanged 40136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -10624694.000000 Penalty: 5633.035156
	Iteration 1F: 3 clusters Score -1.062469e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -10626150.000000 Penalty: 5633.035156
	Iteration 2Q: 3 clusters Score -1.062615e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -10628015.000000 Penalty: 5633.035156
	Iteration 3F: 3 clusters Score -1.062802e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -10630954.000000 Penalty: 5633.035156
	Iteration 4F: 3 clusters Score -1.063095e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -10634934.000000 Penalty: 5633.035156
	Iteration 5F: 3 clusters Score -1.063493e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -10639815.000000 Penalty: 5633.035156
	Iteration 6F: 3 clusters Score -1.063982e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -10645127.000000 Penalty: 5633.035156
	Iteration 7F: 3 clusters Score -1.064513e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -10649746.000000 Penalty: 5633.035156
	Iteration 8F: 3 clusters Score -1.064975e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72104 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -10652560.000000 Penalty: 5633.035156
	Iteration 9Q: 3 clusters Score -1.065256e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -10653865.000000 Penalty: 5633.035156
	Iteration 10Q: 3 clusters Score -1.065386e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10654551.000000 Penalty: 5633.035156
	Iteration 11Q: 3 clusters Score -1.065455e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -10654987.000000 Penalty: 5633.035156
	Iteration 12Q: 3 clusters Score -1.065499e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -10655260.000000 Penalty: 5633.035156
	Iteration 13Q: 3 clusters Score -1.065526e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -10655485.000000 Penalty: 5633.035156
	Iteration 14Q: 3 clusters Score -1.065548e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -10655638.000000 Penalty: 5633.035156
	Iteration 15Q: 3 clusters Score -1.065564e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -10655758.000000 Penalty: 5633.035156
	Iteration 16Q: 3 clusters Score -1.065576e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -10655812.000000 Penalty: 5633.035156
	Iteration 17Q: 3 clusters Score -1.065581e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -10655878.000000 Penalty: 5633.035156
	Iteration 18Q: 3 clusters Score -1.065588e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -10655959.000000 Penalty: 5633.035156
	Iteration 19Q: 3 clusters Score -1.065596e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -10656048.000000 Penalty: 5633.035156
	Iteration 20F: 3 clusters Score -1.065605e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -10656106.000000 Penalty: 5633.035156
	Iteration 21Q: 3 clusters Score -1.065611e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -10656154.000000 Penalty: 5633.035156
	Iteration 22Q: 3 clusters Score -1.065615e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -10656175.000000 Penalty: 5633.035156
	Iteration 23Q: 3 clusters Score -1.065618e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -10656182.000000 Penalty: 5633.035156
	Iteration 24Q: 3 clusters Score -1.065618e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -10656215.000000 Penalty: 5633.035156
	Iteration 25Q: 3 clusters Score -1.065622e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -10656257.000000 Penalty: 5633.035156
	Iteration 26Q: 3 clusters Score -1.065626e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -10656281.000000 Penalty: 5633.035156
	Iteration 27Q: 3 clusters Score -1.065628e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -10656309.000000 Penalty: 5633.035156
	Iteration 28Q: 3 clusters Score -1.065631e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80125 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -10656325.000000 Penalty: 5633.035156
	Iteration 29Q: 3 clusters Score -1.065632e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -10656327.000000 Penalty: 5633.035156
	Iteration 30Q: 3 clusters Score -1.065633e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -10656374.000000 Penalty: 5633.035156
	Iteration 31Q: 3 clusters Score -1.065637e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80516 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -10656389.000000 Penalty: 5633.035156
	Iteration 32Q: 3 clusters Score -1.065639e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80632 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -10656445.000000 Penalty: 5633.035156
	Iteration 33Q: 3 clusters Score -1.065644e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -10656464.000000 Penalty: 5633.035156
	Iteration 34Q: 3 clusters Score -1.065646e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -10656491.000000 Penalty: 5633.035156
	Iteration 35Q: 3 clusters Score -1.065649e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -10656524.000000 Penalty: 5633.035156
	Iteration 36Q: 3 clusters Score -1.065652e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -10656523.000000 Penalty: 5633.035156
	Iteration 37Q: 3 clusters Score -1.065652e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10656547.000000 Penalty: 5633.035156
	Iteration 38Q: 3 clusters Score -1.065655e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -10656522.000000 Penalty: 5633.035156
	Iteration 39Q: 3 clusters Score -1.065652e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10656532.000000 Penalty: 5633.035156
	Iteration 40F: 3 clusters Score -1.065653e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -10656551.000000 Penalty: 5633.035156
	Iteration 41Q: 3 clusters Score -1.065655e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -10656552.000000 Penalty: 5633.035156
	Iteration 42Q: 3 clusters Score -1.065655e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -10656563.000000 Penalty: 5633.035156
	Iteration 43Q: 3 clusters Score -1.065656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -10656564.000000 Penalty: 5633.035156
	Iteration 44Q: 3 clusters Score -1.065656e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -10656583.000000 Penalty: 5633.035156
	Iteration 45Q: 3 clusters Score -1.065658e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -10656609.000000 Penalty: 5633.035156
	Iteration 46Q: 3 clusters Score -1.065661e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -10656607.000000 Penalty: 5633.035156
	Iteration 47Q: 3 clusters Score -1.065661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -10656606.000000 Penalty: 5633.035156
	Iteration 48Q: 3 clusters Score -1.065661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -10656607.000000 Penalty: 5633.035156
	Iteration 49Q: 3 clusters Score -1.065661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -10656607.000000 Penalty: 5633.035156
	Iteration 50Q: 3 clusters Score -1.065661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10656628.000000 Penalty: 5633.035156
	Iteration 51Q: 3 clusters Score -1.065663e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -10656640.000000 Penalty: 5633.035156
	Iteration 52Q: 3 clusters Score -1.065664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81938 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -10656662.000000 Penalty: 5633.035156
	Iteration 53Q: 3 clusters Score -1.065666e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -10656665.000000 Penalty: 5633.035156
	Iteration 54Q: 3 clusters Score -1.065666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -10656679.000000 Penalty: 5633.035156
	Iteration 55Q: 3 clusters Score -1.065668e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -10656674.000000 Penalty: 5633.035156
	Iteration 56Q: 3 clusters Score -1.065667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10656676.000000 Penalty: 5633.035156
	Iteration 57Q: 3 clusters Score -1.065668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10656680.000000 Penalty: 5633.035156
	Iteration 58Q: 3 clusters Score -1.065668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -10656699.000000 Penalty: 5633.035156
	Iteration 59Q: 3 clusters Score -1.06567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -10656685.000000 Penalty: 5633.035156
	Iteration 60F: 3 clusters Score -1.065668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -10656696.000000 Penalty: 5633.035156
	Iteration 61Q: 3 clusters Score -1.06567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -10656706.000000 Penalty: 5633.035156
	Iteration 62Q: 3 clusters Score -1.065671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -10656711.000000 Penalty: 5633.035156
	Iteration 63Q: 3 clusters Score -1.065671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -10656729.000000 Penalty: 5633.035156
	Iteration 64Q: 3 clusters Score -1.065673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -10656732.000000 Penalty: 5633.035156
	Iteration 65Q: 3 clusters Score -1.065673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -10656728.000000 Penalty: 5633.035156
	Iteration 66Q: 3 clusters Score -1.065673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10656722.000000 Penalty: 5633.035156
	Iteration 67Q: 3 clusters Score -1.065672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10656732.000000 Penalty: 5633.035156
	Iteration 68Q: 3 clusters Score -1.065673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10656741.000000 Penalty: 5633.035156
	Iteration 69Q: 3 clusters Score -1.065674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10656739.000000 Penalty: 5633.035156
	Iteration 70Q: 3 clusters Score -1.065674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -10656732.000000 Penalty: 5633.035156
	Iteration 71Q: 3 clusters Score -1.065673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10656737.000000 Penalty: 5633.035156
	Iteration 72Q: 3 clusters Score -1.065674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10656732.000000 Penalty: 5633.035156
	Iteration 73Q: 3 clusters Score -1.065673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10656729.000000 Penalty: 5633.035156
	Iteration 74Q: 3 clusters Score -1.065673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10656723.000000 Penalty: 5633.035156
	Iteration 75Q: 3 clusters Score -1.065672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -10656734.000000 Penalty: 5633.035156
	Iteration 76Q: 3 clusters Score -1.065673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10656736.000000 Penalty: 5633.035156
	Iteration 77Q: 3 clusters Score -1.065674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -10656729.000000 Penalty: 5633.035156
	Iteration 78Q: 3 clusters Score -1.065673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -10656732.000000 Penalty: 5633.035156
	Iteration 79Q: 3 clusters Score -1.065673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -10656733.000000 Penalty: 5633.035156
	Iteration 80F: 3 clusters Score -1.065673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10656730.000000 Penalty: 5633.035156
	Iteration 81Q: 3 clusters Score -1.065673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10656727.000000 Penalty: 5633.035156
	Iteration 82Q: 3 clusters Score -1.065673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10656730.000000 Penalty: 5633.035156
	Iteration 83Q: 3 clusters Score -1.065673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10656721.000000 Penalty: 5633.035156
	Iteration 84Q: 3 clusters Score -1.065672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10656738.000000 Penalty: 5633.035156
	Iteration 85Q: 3 clusters Score -1.065674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -10656735.000000 Penalty: 5633.035156
	Iteration 86Q: 3 clusters Score -1.065674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10656736.000000 Penalty: 5633.035156
	Iteration 87Q: 3 clusters Score -1.065674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10656736.000000 Penalty: 5633.035156
	Iteration 88Q: 3 clusters Score -1.065674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10656736.000000 Penalty: 5633.035156
	Iteration 89F: 3 clusters Score -1.065674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -537301.687500 Penalty: 2094.852295
	Iteration 0F: 2 clusters Score -537301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -532979.000000 Penalty: 4189.704590
	Iteration 0F: 3 clusters Score -532979 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -533947.562500 Penalty: 4189.704590
	Iteration 1F: 3 clusters Score -533947.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -534170.437500 Penalty: 4189.704590
	Iteration 2F: 3 clusters Score -534170.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -534323.625000 Penalty: 4189.704590
	Iteration 3F: 3 clusters Score -534323.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -534460.312500 Penalty: 4189.704590
	Iteration 4Q: 3 clusters Score -534460.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -534581.375000 Penalty: 4189.704590
	Iteration 5Q: 3 clusters Score -534581.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -534691.625000 Penalty: 4189.704590
	Iteration 6Q: 3 clusters Score -534691.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -534797.500000 Penalty: 4189.704590
	Iteration 7Q: 3 clusters Score -534797.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -534904.000000 Penalty: 4189.704590
	Iteration 8Q: 3 clusters Score -534904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -535001.125000 Penalty: 4189.704590
	Iteration 9Q: 3 clusters Score -535001.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -535094.000000 Penalty: 4189.704590
	Iteration 10Q: 3 clusters Score -535094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -535169.500000 Penalty: 4189.704590
	Iteration 11Q: 3 clusters Score -535169.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -535245.937500 Penalty: 4189.704590
	Iteration 12Q: 3 clusters Score -535245.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -535318.937500 Penalty: 4189.704590
	Iteration 13Q: 3 clusters Score -535318.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -535387.312500 Penalty: 4189.704590
	Iteration 14Q: 3 clusters Score -535387.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -535456.250000 Penalty: 4189.704590
	Iteration 15Q: 3 clusters Score -535456.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -535526.312500 Penalty: 4189.704590
	Iteration 16Q: 3 clusters Score -535526.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -535579.062500 Penalty: 4189.704590
	Iteration 17Q: 3 clusters Score -535579.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -535616.562500 Penalty: 4189.704590
	Iteration 18Q: 3 clusters Score -535616.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -535650.375000 Penalty: 4189.704590
	Iteration 19Q: 3 clusters Score -535650.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -535669.687500 Penalty: 4189.704590
	Iteration 20F: 3 clusters Score -535669.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -535689.125000 Penalty: 4189.704590
	Iteration 21Q: 3 clusters Score -535689.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -535709.562500 Penalty: 4189.704590
	Iteration 22Q: 3 clusters Score -535709.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -535725.437500 Penalty: 4189.704590
	Iteration 23Q: 3 clusters Score -535725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -535735.062500 Penalty: 4189.704590
	Iteration 24Q: 3 clusters Score -535735.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -535744.562500 Penalty: 4189.704590
	Iteration 25Q: 3 clusters Score -535744.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -535752.687500 Penalty: 4189.704590
	Iteration 26Q: 3 clusters Score -535752.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -535760.437500 Penalty: 4189.704590
	Iteration 27Q: 3 clusters Score -535760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -535762.000000 Penalty: 4189.704590
	Iteration 28Q: 3 clusters Score -535762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -535765.875000 Penalty: 4189.704590
	Iteration 29Q: 3 clusters Score -535765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -535769.812500 Penalty: 4189.704590
	Iteration 30Q: 3 clusters Score -535769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -535771.812500 Penalty: 4189.704590
	Iteration 31Q: 3 clusters Score -535771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -535772.687500 Penalty: 4189.704590
	Iteration 32Q: 3 clusters Score -535772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -535773.562500 Penalty: 4189.704590
	Iteration 33Q: 3 clusters Score -535773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -535773.125000 Penalty: 4189.704590
	Iteration 34Q: 3 clusters Score -535773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -535773.125000 Penalty: 4189.704590
	Iteration 35Q: 3 clusters Score -535773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -535773.687500 Penalty: 4189.704590
	Iteration 36Q: 3 clusters Score -535773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -535775.812500 Penalty: 4189.704590
	Iteration 37Q: 3 clusters Score -535775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -535775.500000 Penalty: 4189.704590
	Iteration 38Q: 3 clusters Score -535775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -535776.312500 Penalty: 4189.704590
	Iteration 39Q: 3 clusters Score -535776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -535777.687500 Penalty: 4189.704590
	Iteration 40F: 3 clusters Score -535777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Entering Unmasked Estep 
Score: -11417482.000000 Penalty: 2834.162842
	Iteration 0F: 2 clusters Score -1.141748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -11355962.000000 Penalty: 5668.325684
	Iteration 0F: 3 clusters Score -1.135596e+07 nChanged 43319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -11380522.000000 Penalty: 5668.325684
	Iteration 1F: 3 clusters Score -1.138052e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -11381282.000000 Penalty: 5668.325684
	Iteration 2Q: 3 clusters Score -1.138128e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -11382142.000000 Penalty: 5668.325684
	Iteration 3Q: 3 clusters Score -1.138214e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -11383113.000000 Penalty: 5668.325684
	Iteration 4Q: 3 clusters Score -1.138311e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -11384301.000000 Penalty: 5668.325684
	Iteration 5Q: 3 clusters Score -1.13843e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -11385731.000000 Penalty: 5668.325684
	Iteration 6Q: 3 clusters Score -1.138573e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -11387461.000000 Penalty: 5668.325684
	Iteration 7Q: 3 clusters Score -1.138746e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -11389328.000000 Penalty: 5668.325684
	Iteration 8Q: 3 clusters Score -1.138933e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -11391014.000000 Penalty: 5668.325684
	Iteration 9Q: 3 clusters Score -1.139101e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -11392407.000000 Penalty: 5668.325684
	Iteration 10Q: 3 clusters Score -1.139241e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -11393839.000000 Penalty: 5668.325684
	Iteration 11Q: 3 clusters Score -1.139384e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -11395362.000000 Penalty: 5668.325684
	Iteration 12Q: 3 clusters Score -1.139536e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -11397114.000000 Penalty: 5668.325684
	Iteration 13Q: 3 clusters Score -1.139711e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -11399562.000000 Penalty: 5668.325684
	Iteration 14Q: 3 clusters Score -1.139956e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 66639 members 
Entering Unmasked Estep 
Score: -11402486.000000 Penalty: 5668.325684
	Iteration 15Q: 3 clusters Score -1.140249e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -11405602.000000 Penalty: 5668.325684
	Iteration 16F: 3 clusters Score -1.14056e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -11408330.000000 Penalty: 5668.325684
	Iteration 17Q: 3 clusters Score -1.140833e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -11410430.000000 Penalty: 5668.325684
	Iteration 18Q: 3 clusters Score -1.141043e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -11412141.000000 Penalty: 5668.325684
	Iteration 19Q: 3 clusters Score -1.141214e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -11413268.000000 Penalty: 5668.325684
	Iteration 20F: 3 clusters Score -1.141327e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -11414017.000000 Penalty: 5668.325684
	Iteration 21Q: 3 clusters Score -1.141402e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -11414501.000000 Penalty: 5668.325684
	Iteration 22Q: 3 clusters Score -1.14145e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -11414915.000000 Penalty: 5668.325684
	Iteration 23Q: 3 clusters Score -1.141492e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -11415177.000000 Penalty: 5668.325684
	Iteration 24Q: 3 clusters Score -1.141518e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -11415314.000000 Penalty: 5668.325684
	Iteration 25Q: 3 clusters Score -1.141531e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -11415410.000000 Penalty: 5668.325684
	Iteration 26Q: 3 clusters Score -1.141541e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -11415505.000000 Penalty: 5668.325684
	Iteration 27Q: 3 clusters Score -1.14155e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -11415556.000000 Penalty: 5668.325684
	Iteration 28Q: 3 clusters Score -1.141556e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
Score: -11415642.000000 Penalty: 5668.325684
	Iteration 29Q: 3 clusters Score -1.141564e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -11415718.000000 Penalty: 5668.325684
	Iteration 30Q: 3 clusters Score -1.141572e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -11415791.000000 Penalty: 5668.325684
	Iteration 31Q: 3 clusters Score -1.141579e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -11415801.000000 Penalty: 5668.325684
	Iteration 32Q: 3 clusters Score -1.14158e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -11415789.000000 Penalty: 5668.325684
	Iteration 33Q: 3 clusters Score -1.141579e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -11415829.000000 Penalty: 5668.325684
	Iteration 34Q: 3 clusters Score -1.141583e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -11415844.000000 Penalty: 5668.325684
	Iteration 35Q: 3 clusters Score -1.141584e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -11415863.000000 Penalty: 5668.325684
	Iteration 36Q: 3 clusters Score -1.141586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -11415863.000000 Penalty: 5668.325684
	Iteration 37Q: 3 clusters Score -1.141586e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -11415898.000000 Penalty: 5668.325684
	Iteration 38Q: 3 clusters Score -1.14159e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -11415905.000000 Penalty: 5668.325684
	Iteration 39Q: 3 clusters Score -1.14159e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -11415892.000000 Penalty: 5668.325684
	Iteration 40F: 3 clusters Score -1.141589e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 88201 members 
Entering Unmasked Estep 
Score: -11415892.000000 Penalty: 5668.325684
	Iteration 41Q: 3 clusters Score -1.141589e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -11415891.000000 Penalty: 5668.325684
	Iteration 42Q: 3 clusters Score -1.141589e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -11415903.000000 Penalty: 5668.325684
	Iteration 43Q: 3 clusters Score -1.14159e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -11415913.000000 Penalty: 5668.325684
	Iteration 44Q: 3 clusters Score -1.141591e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -11415921.000000 Penalty: 5668.325684
	Iteration 45Q: 3 clusters Score -1.141592e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -11415927.000000 Penalty: 5668.325684
	Iteration 46Q: 3 clusters Score -1.141593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -11415915.000000 Penalty: 5668.325684
	Iteration 47Q: 3 clusters Score -1.141592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -11415899.000000 Penalty: 5668.325684
	Iteration 48Q: 3 clusters Score -1.14159e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -11415906.000000 Penalty: 5668.325684
	Iteration 49Q: 3 clusters Score -1.141591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 88551 members 
Entering Unmasked Estep 
Score: -11415902.000000 Penalty: 5668.325684
	Iteration 50Q: 3 clusters Score -1.14159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -11415898.000000 Penalty: 5668.325684
	Iteration 51Q: 3 clusters Score -1.14159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -11415896.000000 Penalty: 5668.325684
	Iteration 52Q: 3 clusters Score -1.14159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 88629 members 
Entering Unmasked Estep 
Score: -11415911.000000 Penalty: 5668.325684
	Iteration 53Q: 3 clusters Score -1.141591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -11415909.000000 Penalty: 5668.325684
	Iteration 54Q: 3 clusters Score -1.141591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -11415918.000000 Penalty: 5668.325684
	Iteration 55Q: 3 clusters Score -1.141592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -11415916.000000 Penalty: 5668.325684
	Iteration 56Q: 3 clusters Score -1.141592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -11415914.000000 Penalty: 5668.325684
	Iteration 57Q: 3 clusters Score -1.141591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -11415927.000000 Penalty: 5668.325684
	Iteration 58Q: 3 clusters Score -1.141593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -11415920.000000 Penalty: 5668.325684
	Iteration 59Q: 3 clusters Score -1.141592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -11415918.000000 Penalty: 5668.325684
	Iteration 60F: 3 clusters Score -1.141592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -11415936.000000 Penalty: 5668.325684
	Iteration 61Q: 3 clusters Score -1.141594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -11415933.000000 Penalty: 5668.325684
	Iteration 62Q: 3 clusters Score -1.141593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -11415934.000000 Penalty: 5668.325684
	Iteration 63Q: 3 clusters Score -1.141593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -11415929.000000 Penalty: 5668.325684
	Iteration 64Q: 3 clusters Score -1.141593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -11415934.000000 Penalty: 5668.325684
	Iteration 65Q: 3 clusters Score -1.141593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -11415938.000000 Penalty: 5668.325684
	Iteration 66Q: 3 clusters Score -1.141594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -11415932.000000 Penalty: 5668.325684
	Iteration 67Q: 3 clusters Score -1.141593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 88779 members 
Entering Unmasked Estep 
Score: -11415932.000000 Penalty: 5668.325684
	Iteration 68Q: 3 clusters Score -1.141593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -11415936.000000 Penalty: 5668.325684
	Iteration 69Q: 3 clusters Score -1.141594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -11415938.000000 Penalty: 5668.325684
	Iteration 70Q: 3 clusters Score -1.141594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -11415932.000000 Penalty: 5668.325684
	Iteration 71Q: 3 clusters Score -1.141593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -11415934.000000 Penalty: 5668.325684
	Iteration 72Q: 3 clusters Score -1.141593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -11415932.000000 Penalty: 5668.325684
	Iteration 73Q: 3 clusters Score -1.141593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -11415937.000000 Penalty: 5668.325684
	Iteration 74Q: 3 clusters Score -1.141594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -11415938.000000 Penalty: 5668.325684
	Iteration 75Q: 3 clusters Score -1.141594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -11415936.000000 Penalty: 5668.325684
	Iteration 76Q: 3 clusters Score -1.141594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -11415925.000000 Penalty: 5668.325684
	Iteration 77Q: 3 clusters Score -1.141592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -11415921.000000 Penalty: 5668.325684
	Iteration 78Q: 3 clusters Score -1.141592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -11415919.000000 Penalty: 5668.325684
	Iteration 79Q: 3 clusters Score -1.141592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -11415921.000000 Penalty: 5668.325684
	Iteration 80F: 3 clusters Score -1.141592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -11415925.000000 Penalty: 5668.325684
	Iteration 81Q: 3 clusters Score -1.141592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -11415923.000000 Penalty: 5668.325684
	Iteration 82Q: 3 clusters Score -1.141592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11415922.000000 Penalty: 5668.325684
	Iteration 83Q: 3 clusters Score -1.141592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -11415922.000000 Penalty: 5668.325684
	Iteration 84F: 3 clusters Score -1.141592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (102738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Entering Unmasked Estep 
Score: -12799232.000000 Penalty: 2861.904297
	Iteration 0F: 2 clusters Score -1.279923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -12730819.000000 Penalty: 5723.808594
	Iteration 0F: 3 clusters Score -1.273082e+07 nChanged 48408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -12759841.000000 Penalty: 5723.808594
	Iteration 1F: 3 clusters Score -1.275984e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -12762463.000000 Penalty: 5723.808594
	Iteration 2Q: 3 clusters Score -1.276246e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -12766247.000000 Penalty: 5723.808594
	Iteration 3F: 3 clusters Score -1.276625e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -12771597.000000 Penalty: 5723.808594
	Iteration 4F: 3 clusters Score -1.27716e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -12777952.000000 Penalty: 5723.808594
	Iteration 5F: 3 clusters Score -1.277795e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64964 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -12783924.000000 Penalty: 5723.808594
	Iteration 6F: 3 clusters Score -1.278392e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -12787855.000000 Penalty: 5723.808594
	Iteration 7F: 3 clusters Score -1.278786e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -12789841.000000 Penalty: 5723.808594
	Iteration 8Q: 3 clusters Score -1.278984e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70514 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -12790736.000000 Penalty: 5723.808594
	Iteration 9Q: 3 clusters Score -1.279074e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -12791385.000000 Penalty: 5723.808594
	Iteration 10Q: 3 clusters Score -1.279138e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -12791785.000000 Penalty: 5723.808594
	Iteration 11Q: 3 clusters Score -1.279178e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74053 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -12792043.000000 Penalty: 5723.808594
	Iteration 12Q: 3 clusters Score -1.279204e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -12792331.000000 Penalty: 5723.808594
	Iteration 13Q: 3 clusters Score -1.279233e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -12792614.000000 Penalty: 5723.808594
	Iteration 14Q: 3 clusters Score -1.279261e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -12792866.000000 Penalty: 5723.808594
	Iteration 15Q: 3 clusters Score -1.279287e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -12793117.000000 Penalty: 5723.808594
	Iteration 16Q: 3 clusters Score -1.279312e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -12793292.000000 Penalty: 5723.808594
	Iteration 17Q: 3 clusters Score -1.279329e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -12793613.000000 Penalty: 5723.808594
	Iteration 18Q: 3 clusters Score -1.279361e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -12793925.000000 Penalty: 5723.808594
	Iteration 19Q: 3 clusters Score -1.279392e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -12794153.000000 Penalty: 5723.808594
	Iteration 20F: 3 clusters Score -1.279415e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -12794369.000000 Penalty: 5723.808594
	Iteration 21Q: 3 clusters Score -1.279437e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -12794676.000000 Penalty: 5723.808594
	Iteration 22Q: 3 clusters Score -1.279468e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -12794893.000000 Penalty: 5723.808594
	Iteration 23Q: 3 clusters Score -1.279489e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -12795144.000000 Penalty: 5723.808594
	Iteration 24Q: 3 clusters Score -1.279514e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -12795431.000000 Penalty: 5723.808594
	Iteration 25Q: 3 clusters Score -1.279543e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -12795700.000000 Penalty: 5723.808594
	Iteration 26Q: 3 clusters Score -1.27957e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -12795876.000000 Penalty: 5723.808594
	Iteration 27Q: 3 clusters Score -1.279588e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -12796053.000000 Penalty: 5723.808594
	Iteration 28Q: 3 clusters Score -1.279605e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -12796297.000000 Penalty: 5723.808594
	Iteration 29Q: 3 clusters Score -1.27963e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -12796511.000000 Penalty: 5723.808594
	Iteration 30Q: 3 clusters Score -1.279651e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -12796769.000000 Penalty: 5723.808594
	Iteration 31Q: 3 clusters Score -1.279677e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -12796995.000000 Penalty: 5723.808594
	Iteration 32Q: 3 clusters Score -1.2797e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -12797087.000000 Penalty: 5723.808594
	Iteration 33Q: 3 clusters Score -1.279709e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -12797214.000000 Penalty: 5723.808594
	Iteration 34Q: 3 clusters Score -1.279721e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -12797280.000000 Penalty: 5723.808594
	Iteration 35Q: 3 clusters Score -1.279728e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -12797365.000000 Penalty: 5723.808594
	Iteration 36Q: 3 clusters Score -1.279736e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -12797493.000000 Penalty: 5723.808594
	Iteration 37Q: 3 clusters Score -1.279749e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -12797550.000000 Penalty: 5723.808594
	Iteration 38Q: 3 clusters Score -1.279755e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -12797593.000000 Penalty: 5723.808594
	Iteration 39Q: 3 clusters Score -1.279759e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -12797603.000000 Penalty: 5723.808594
	Iteration 40F: 3 clusters Score -1.27976e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -12797640.000000 Penalty: 5723.808594
	Iteration 41Q: 3 clusters Score -1.279764e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -12797684.000000 Penalty: 5723.808594
	Iteration 42Q: 3 clusters Score -1.279768e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97233 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -12797730.000000 Penalty: 5723.808594
	Iteration 43Q: 3 clusters Score -1.279773e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -12797743.000000 Penalty: 5723.808594
	Iteration 44Q: 3 clusters Score -1.279774e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -12797767.000000 Penalty: 5723.808594
	Iteration 45Q: 3 clusters Score -1.279777e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -12797767.000000 Penalty: 5723.808594
	Iteration 46Q: 3 clusters Score -1.279777e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -12797802.000000 Penalty: 5723.808594
	Iteration 47Q: 3 clusters Score -1.27978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -12797848.000000 Penalty: 5723.808594
	Iteration 48Q: 3 clusters Score -1.279785e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -12797818.000000 Penalty: 5723.808594
	Iteration 49Q: 3 clusters Score -1.279782e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -12797841.000000 Penalty: 5723.808594
	Iteration 50Q: 3 clusters Score -1.279784e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -12797880.000000 Penalty: 5723.808594
	Iteration 51Q: 3 clusters Score -1.279788e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -12797886.000000 Penalty: 5723.808594
	Iteration 52Q: 3 clusters Score -1.279789e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -12797925.000000 Penalty: 5723.808594
	Iteration 53Q: 3 clusters Score -1.279792e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -12797962.000000 Penalty: 5723.808594
	Iteration 54Q: 3 clusters Score -1.279796e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -12797968.000000 Penalty: 5723.808594
	Iteration 55Q: 3 clusters Score -1.279797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -12797940.000000 Penalty: 5723.808594
	Iteration 56Q: 3 clusters Score -1.279794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98825 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -12797957.000000 Penalty: 5723.808594
	Iteration 57Q: 3 clusters Score -1.279796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -12797958.000000 Penalty: 5723.808594
	Iteration 58Q: 3 clusters Score -1.279796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -12797970.000000 Penalty: 5723.808594
	Iteration 59Q: 3 clusters Score -1.279797e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -12797952.000000 Penalty: 5723.808594
	Iteration 60F: 3 clusters Score -1.279795e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -12797975.000000 Penalty: 5723.808594
	Iteration 61Q: 3 clusters Score -1.279798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -12797969.000000 Penalty: 5723.808594
	Iteration 62Q: 3 clusters Score -1.279797e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -12797976.000000 Penalty: 5723.808594
	Iteration 63Q: 3 clusters Score -1.279798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -12797980.000000 Penalty: 5723.808594
	Iteration 64Q: 3 clusters Score -1.279798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99136 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -12798004.000000 Penalty: 5723.808594
	Iteration 65Q: 3 clusters Score -1.2798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99162 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -12797995.000000 Penalty: 5723.808594
	Iteration 66Q: 3 clusters Score -1.2798e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99196 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -12798014.000000 Penalty: 5723.808594
	Iteration 67Q: 3 clusters Score -1.279801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -12798018.000000 Penalty: 5723.808594
	Iteration 68Q: 3 clusters Score -1.279802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -12798014.000000 Penalty: 5723.808594
	Iteration 69Q: 3 clusters Score -1.279801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -12798021.000000 Penalty: 5723.808594
	Iteration 70Q: 3 clusters Score -1.279802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -12798031.000000 Penalty: 5723.808594
	Iteration 71Q: 3 clusters Score -1.279803e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -12798033.000000 Penalty: 5723.808594
	Iteration 72Q: 3 clusters Score -1.279803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -12798039.000000 Penalty: 5723.808594
	Iteration 73Q: 3 clusters Score -1.279804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -12798042.000000 Penalty: 5723.808594
	Iteration 74Q: 3 clusters Score -1.279804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -12798024.000000 Penalty: 5723.808594
	Iteration 75Q: 3 clusters Score -1.279802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99390 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -12798028.000000 Penalty: 5723.808594
	Iteration 76Q: 3 clusters Score -1.279803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -12798035.000000 Penalty: 5723.808594
	Iteration 77Q: 3 clusters Score -1.279804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -12798019.000000 Penalty: 5723.808594
	Iteration 78Q: 3 clusters Score -1.279802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -12798002.000000 Penalty: 5723.808594
	Iteration 79Q: 3 clusters Score -1.2798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99465 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -12798016.000000 Penalty: 5723.808594
	Iteration 80F: 3 clusters Score -1.279802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -12798022.000000 Penalty: 5723.808594
	Iteration 81Q: 3 clusters Score -1.279802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -12798019.000000 Penalty: 5723.808594
	Iteration 82Q: 3 clusters Score -1.279802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -12798011.000000 Penalty: 5723.808594
	Iteration 83Q: 3 clusters Score -1.279801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99512 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12798007.000000 Penalty: 5723.808594
	Iteration 84Q: 3 clusters Score -1.279801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -12798020.000000 Penalty: 5723.808594
	Iteration 85Q: 3 clusters Score -1.279802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -12798021.000000 Penalty: 5723.808594
	Iteration 86Q: 3 clusters Score -1.279802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99541 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -12798025.000000 Penalty: 5723.808594
	Iteration 87Q: 3 clusters Score -1.279802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -12798024.000000 Penalty: 5723.808594
	Iteration 88Q: 3 clusters Score -1.279802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -12798027.000000 Penalty: 5723.808594
	Iteration 89Q: 3 clusters Score -1.279803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -12798024.000000 Penalty: 5723.808594
	Iteration 90Q: 3 clusters Score -1.279802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99568 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -12798014.000000 Penalty: 5723.808594
	Iteration 91Q: 3 clusters Score -1.279801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -12798008.000000 Penalty: 5723.808594
	Iteration 92Q: 3 clusters Score -1.279801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99572 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -12798004.000000 Penalty: 5723.808594
	Iteration 93Q: 3 clusters Score -1.2798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -12798005.000000 Penalty: 5723.808594
	Iteration 94Q: 3 clusters Score -1.2798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99574 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -12797995.000000 Penalty: 5723.808594
	Iteration 95Q: 3 clusters Score -1.2798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12797989.000000 Penalty: 5723.808594
	Iteration 96Q: 3 clusters Score -1.279799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -12797989.000000 Penalty: 5723.808594
	Iteration 97F: 3 clusters Score -1.279799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (146689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146689 members 
Entering Unmasked Estep 
Score: -18023644.000000 Penalty: 2950.225342
	Iteration 0F: 2 clusters Score -1.802364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -17925182.000000 Penalty: 5900.450684
	Iteration 0F: 3 clusters Score -1.792518e+07 nChanged 70382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -17966200.000000 Penalty: 5900.450684
	Iteration 1F: 3 clusters Score -1.79662e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -17967986.000000 Penalty: 5900.450684
	Iteration 2Q: 3 clusters Score -1.796799e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -17970822.000000 Penalty: 5900.450684
	Iteration 3Q: 3 clusters Score -1.797082e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -17975536.000000 Penalty: 5900.450684
	Iteration 4F: 3 clusters Score -1.797554e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -17983008.000000 Penalty: 5900.450684
	Iteration 5F: 3 clusters Score -1.798301e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107677 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -17993184.000000 Penalty: 5900.450684
	Iteration 6F: 3 clusters Score -1.799318e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117435 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -18003060.000000 Penalty: 5900.450684
	Iteration 7F: 3 clusters Score -1.800306e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125012 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -18010852.000000 Penalty: 5900.450684
	Iteration 8F: 3 clusters Score -1.801085e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -18015718.000000 Penalty: 5900.450684
	Iteration 9Q: 3 clusters Score -1.801572e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132544 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -18018586.000000 Penalty: 5900.450684
	Iteration 10Q: 3 clusters Score -1.801859e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -18019874.000000 Penalty: 5900.450684
	Iteration 11Q: 3 clusters Score -1.801987e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -18020594.000000 Penalty: 5900.450684
	Iteration 12Q: 3 clusters Score -1.802059e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -18021092.000000 Penalty: 5900.450684
	Iteration 13Q: 3 clusters Score -1.802109e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -18021440.000000 Penalty: 5900.450684
	Iteration 14Q: 3 clusters Score -1.802144e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138509 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -18021730.000000 Penalty: 5900.450684
	Iteration 15Q: 3 clusters Score -1.802173e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139228 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -18021872.000000 Penalty: 5900.450684
	Iteration 16Q: 3 clusters Score -1.802187e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139818 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -18022040.000000 Penalty: 5900.450684
	Iteration 17Q: 3 clusters Score -1.802204e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -18022142.000000 Penalty: 5900.450684
	Iteration 18Q: 3 clusters Score -1.802214e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140692 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -18022214.000000 Penalty: 5900.450684
	Iteration 19Q: 3 clusters Score -1.802221e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -18022242.000000 Penalty: 5900.450684
	Iteration 20F: 3 clusters Score -1.802224e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -18022264.000000 Penalty: 5900.450684
	Iteration 21Q: 3 clusters Score -1.802226e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -18022324.000000 Penalty: 5900.450684
	Iteration 22Q: 3 clusters Score -1.802232e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -18022360.000000 Penalty: 5900.450684
	Iteration 23Q: 3 clusters Score -1.802236e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141918 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -18022332.000000 Penalty: 5900.450684
	Iteration 24Q: 3 clusters Score -1.802233e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -18022354.000000 Penalty: 5900.450684
	Iteration 25Q: 3 clusters Score -1.802235e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -18022374.000000 Penalty: 5900.450684
	Iteration 26Q: 3 clusters Score -1.802237e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142371 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -18022428.000000 Penalty: 5900.450684
	Iteration 27Q: 3 clusters Score -1.802243e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142487 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -18022432.000000 Penalty: 5900.450684
	Iteration 28Q: 3 clusters Score -1.802243e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142590 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -18022420.000000 Penalty: 5900.450684
	Iteration 29Q: 3 clusters Score -1.802242e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142692 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -18022428.000000 Penalty: 5900.450684
	Iteration 30Q: 3 clusters Score -1.802243e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -18022448.000000 Penalty: 5900.450684
	Iteration 31Q: 3 clusters Score -1.802245e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -18022450.000000 Penalty: 5900.450684
	Iteration 32Q: 3 clusters Score -1.802245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -18022458.000000 Penalty: 5900.450684
	Iteration 33Q: 3 clusters Score -1.802246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -18022448.000000 Penalty: 5900.450684
	Iteration 34Q: 3 clusters Score -1.802245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142886 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -18022454.000000 Penalty: 5900.450684
	Iteration 35Q: 3 clusters Score -1.802245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142903 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -18022428.000000 Penalty: 5900.450684
	Iteration 36Q: 3 clusters Score -1.802243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142916 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -18022436.000000 Penalty: 5900.450684
	Iteration 37Q: 3 clusters Score -1.802244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142927 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -18022444.000000 Penalty: 5900.450684
	Iteration 38Q: 3 clusters Score -1.802244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18022458.000000 Penalty: 5900.450684
	Iteration 39Q: 3 clusters Score -1.802246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -18022464.000000 Penalty: 5900.450684
	Iteration 40F: 3 clusters Score -1.802246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -18022472.000000 Penalty: 5900.450684
	Iteration 41Q: 3 clusters Score -1.802247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142967 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -18022474.000000 Penalty: 5900.450684
	Iteration 42Q: 3 clusters Score -1.802247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142980 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -18022476.000000 Penalty: 5900.450684
	Iteration 43Q: 3 clusters Score -1.802248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -18022470.000000 Penalty: 5900.450684
	Iteration 44Q: 3 clusters Score -1.802247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -18022476.000000 Penalty: 5900.450684
	Iteration 45Q: 3 clusters Score -1.802248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143012 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -18022494.000000 Penalty: 5900.450684
	Iteration 46Q: 3 clusters Score -1.802249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -18022494.000000 Penalty: 5900.450684
	Iteration 47Q: 3 clusters Score -1.802249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -18022482.000000 Penalty: 5900.450684
	Iteration 48Q: 3 clusters Score -1.802248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143037 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -18022500.000000 Penalty: 5900.450684
	Iteration 49Q: 3 clusters Score -1.80225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143042 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -18022490.000000 Penalty: 5900.450684
	Iteration 50Q: 3 clusters Score -1.802249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -18022490.000000 Penalty: 5900.450684
	Iteration 51Q: 3 clusters Score -1.802249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -18022496.000000 Penalty: 5900.450684
	Iteration 52Q: 3 clusters Score -1.80225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -18022500.000000 Penalty: 5900.450684
	Iteration 53Q: 3 clusters Score -1.80225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -18022498.000000 Penalty: 5900.450684
	Iteration 54Q: 3 clusters Score -1.80225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143074 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -18022494.000000 Penalty: 5900.450684
	Iteration 55Q: 3 clusters Score -1.802249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143081 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -18022494.000000 Penalty: 5900.450684
	Iteration 56Q: 3 clusters Score -1.802249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143091 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -18022484.000000 Penalty: 5900.450684
	Iteration 57Q: 3 clusters Score -1.802248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143100 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -18022480.000000 Penalty: 5900.450684
	Iteration 58Q: 3 clusters Score -1.802248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143107 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18022474.000000 Penalty: 5900.450684
	Iteration 59Q: 3 clusters Score -1.802247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143113 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -18022472.000000 Penalty: 5900.450684
	Iteration 60F: 3 clusters Score -1.802247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143114 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -18022470.000000 Penalty: 5900.450684
	Iteration 61Q: 3 clusters Score -1.802247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -18022472.000000 Penalty: 5900.450684
	Iteration 62Q: 3 clusters Score -1.802247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -18022454.000000 Penalty: 5900.450684
	Iteration 63Q: 3 clusters Score -1.802245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143125 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -18022454.000000 Penalty: 5900.450684
	Iteration 64Q: 3 clusters Score -1.802245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143127 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -18022464.000000 Penalty: 5900.450684
	Iteration 65Q: 3 clusters Score -1.802246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143128 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -18022460.000000 Penalty: 5900.450684
	Iteration 66Q: 3 clusters Score -1.802246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18022468.000000 Penalty: 5900.450684
	Iteration 67Q: 3 clusters Score -1.802247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -18022464.000000 Penalty: 5900.450684
	Iteration 68Q: 3 clusters Score -1.802246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143130 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -18022464.000000 Penalty: 5900.450684
	Iteration 69F: 3 clusters Score -1.802246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Entering Unmasked Estep 
Score: -341552.250000 Penalty: 1965.976440
	Iteration 0F: 2 clusters Score -341552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -338468.468750 Penalty: 3931.952881
	Iteration 0F: 3 clusters Score -338468.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -339036.437500 Penalty: 3931.952881
	Iteration 1F: 3 clusters Score -339036.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -339201.281250 Penalty: 3931.952881
	Iteration 2F: 3 clusters Score -339201.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -339296.562500 Penalty: 3931.952881
	Iteration 3Q: 3 clusters Score -339296.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -339373.812500 Penalty: 3931.952881
	Iteration 4Q: 3 clusters Score -339373.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -339428.250000 Penalty: 3931.952881
	Iteration 5Q: 3 clusters Score -339428.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -339482.437500 Penalty: 3931.952881
	Iteration 6Q: 3 clusters Score -339482.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -339542.875000 Penalty: 3931.952881
	Iteration 7Q: 3 clusters Score -339542.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -339596.968750 Penalty: 3931.952881
	Iteration 8Q: 3 clusters Score -339597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -339637.687500 Penalty: 3931.952881
	Iteration 9Q: 3 clusters Score -339637.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -339671.093750 Penalty: 3931.952881
	Iteration 10Q: 3 clusters Score -339671.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -339699.468750 Penalty: 3931.952881
	Iteration 11Q: 3 clusters Score -339699.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -339719.375000 Penalty: 3931.952881
	Iteration 12Q: 3 clusters Score -339719.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -339737.218750 Penalty: 3931.952881
	Iteration 13Q: 3 clusters Score -339737.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -339746.593750 Penalty: 3931.952881
	Iteration 14Q: 3 clusters Score -339746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -339753.250000 Penalty: 3931.952881
	Iteration 15Q: 3 clusters Score -339753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -339759.500000 Penalty: 3931.952881
	Iteration 16Q: 3 clusters Score -339759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -339764.156250 Penalty: 3931.952881
	Iteration 17Q: 3 clusters Score -339764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -339768.718750 Penalty: 3931.952881
	Iteration 18Q: 3 clusters Score -339768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -339773.281250 Penalty: 3931.952881
	Iteration 19Q: 3 clusters Score -339773.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -339776.593750 Penalty: 3931.952881
	Iteration 20F: 3 clusters Score -339776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -339779.593750 Penalty: 3931.952881
	Iteration 21Q: 3 clusters Score -339779.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -339783.718750 Penalty: 3931.952881
	Iteration 22Q: 3 clusters Score -339783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -339784.031250 Penalty: 3931.952881
	Iteration 23Q: 3 clusters Score -339784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339785.531250 Penalty: 3931.952881
	Iteration 24Q: 3 clusters Score -339785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339787.812500 Penalty: 3931.952881
	Iteration 25Q: 3 clusters Score -339787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339792.906250 Penalty: 3931.952881
	Iteration 26Q: 3 clusters Score -339792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -339802.875000 Penalty: 3931.952881
	Iteration 27Q: 3 clusters Score -339802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339809.343750 Penalty: 3931.952881
	Iteration 28Q: 3 clusters Score -339809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -339816.093750 Penalty: 3931.952881
	Iteration 29Q: 3 clusters Score -339816.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -339821.625000 Penalty: 3931.952881
	Iteration 30Q: 3 clusters Score -339821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -339826.718750 Penalty: 3931.952881
	Iteration 31Q: 3 clusters Score -339826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -339834.250000 Penalty: 3931.952881
	Iteration 32Q: 3 clusters Score -339834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -339838.812500 Penalty: 3931.952881
	Iteration 33Q: 3 clusters Score -339838.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -339845.937500 Penalty: 3931.952881
	Iteration 34Q: 3 clusters Score -339845.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -339852.406250 Penalty: 3931.952881
	Iteration 35Q: 3 clusters Score -339852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -339857.906250 Penalty: 3931.952881
	Iteration 36Q: 3 clusters Score -339857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -339865.593750 Penalty: 3931.952881
	Iteration 37Q: 3 clusters Score -339865.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -339869.656250 Penalty: 3931.952881
	Iteration 38Q: 3 clusters Score -339869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -339872.781250 Penalty: 3931.952881
	Iteration 39Q: 3 clusters Score -339872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -339876.593750 Penalty: 3931.952881
	Iteration 40F: 3 clusters Score -339876.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -339882.875000 Penalty: 3931.952881
	Iteration 41Q: 3 clusters Score -339882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -339887.281250 Penalty: 3931.952881
	Iteration 42Q: 3 clusters Score -339887.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -339894.531250 Penalty: 3931.952881
	Iteration 43Q: 3 clusters Score -339894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -339900.187500 Penalty: 3931.952881
	Iteration 44Q: 3 clusters Score -339900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -339904.437500 Penalty: 3931.952881
	Iteration 45Q: 3 clusters Score -339904.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -339905.625000 Penalty: 3931.952881
	Iteration 46Q: 3 clusters Score -339905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339907.125000 Penalty: 3931.952881
	Iteration 47Q: 3 clusters Score -339907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -339908.531250 Penalty: 3931.952881
	Iteration 48Q: 3 clusters Score -339908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -339909.656250 Penalty: 3931.952881
	Iteration 49Q: 3 clusters Score -339909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -339913.062500 Penalty: 3931.952881
	Iteration 50Q: 3 clusters Score -339913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339914.375000 Penalty: 3931.952881
	Iteration 51Q: 3 clusters Score -339914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -339915.718750 Penalty: 3931.952881
	Iteration 52Q: 3 clusters Score -339915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -339916.687500 Penalty: 3931.952881
	Iteration 53Q: 3 clusters Score -339916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339916.968750 Penalty: 3931.952881
	Iteration 54Q: 3 clusters Score -339917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -339916.968750 Penalty: 3931.952881
	Iteration 55F: 3 clusters Score -339917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Entering Unmasked Estep 
Score: -1383334.000000 Penalty: 2316.637695
	Iteration 0F: 2 clusters Score -1383334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1374872.375000 Penalty: 4633.275391
	Iteration 0F: 3 clusters Score -1374872 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1377656.000000 Penalty: 4633.275391
	Iteration 1F: 3 clusters Score -1377656 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1378297.875000 Penalty: 4633.275391
	Iteration 2F: 3 clusters Score -1378298 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1378894.750000 Penalty: 4633.275391
	Iteration 3F: 3 clusters Score -1378895 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1379465.250000 Penalty: 4633.275391
	Iteration 4F: 3 clusters Score -1379465 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1380053.125000 Penalty: 4633.275391
	Iteration 5F: 3 clusters Score -1380053 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1380605.500000 Penalty: 4633.275391
	Iteration 6F: 3 clusters Score -1380606 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1381014.000000 Penalty: 4633.275391
	Iteration 7Q: 3 clusters Score -1381014 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1381259.625000 Penalty: 4633.275391
	Iteration 8Q: 3 clusters Score -1381260 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1381447.750000 Penalty: 4633.275391
	Iteration 9Q: 3 clusters Score -1381448 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1381618.000000 Penalty: 4633.275391
	Iteration 10Q: 3 clusters Score -1381618 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1381766.625000 Penalty: 4633.275391
	Iteration 11Q: 3 clusters Score -1381767 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1381896.125000 Penalty: 4633.275391
	Iteration 12Q: 3 clusters Score -1381896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1381981.375000 Penalty: 4633.275391
	Iteration 13Q: 3 clusters Score -1381981 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1382023.000000 Penalty: 4633.275391
	Iteration 14Q: 3 clusters Score -1382023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1382049.875000 Penalty: 4633.275391
	Iteration 15Q: 3 clusters Score -1382050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1382063.250000 Penalty: 4633.275391
	Iteration 16Q: 3 clusters Score -1382063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1382082.125000 Penalty: 4633.275391
	Iteration 17Q: 3 clusters Score -1382082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1382090.500000 Penalty: 4633.275391
	Iteration 18Q: 3 clusters Score -1382090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1382094.750000 Penalty: 4633.275391
	Iteration 19Q: 3 clusters Score -1382095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1382100.125000 Penalty: 4633.275391
	Iteration 20F: 3 clusters Score -1382100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1382103.875000 Penalty: 4633.275391
	Iteration 21Q: 3 clusters Score -1382104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1382103.125000 Penalty: 4633.275391
	Iteration 22Q: 3 clusters Score -1382103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1382103.625000 Penalty: 4633.275391
	Iteration 23Q: 3 clusters Score -1382104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1382107.000000 Penalty: 4633.275391
	Iteration 24Q: 3 clusters Score -1382107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1382107.375000 Penalty: 4633.275391
	Iteration 25Q: 3 clusters Score -1382107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1382111.000000 Penalty: 4633.275391
	Iteration 26Q: 3 clusters Score -1382111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1382111.875000 Penalty: 4633.275391
	Iteration 27Q: 3 clusters Score -1382112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1382113.125000 Penalty: 4633.275391
	Iteration 28Q: 3 clusters Score -1382113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1382115.250000 Penalty: 4633.275391
	Iteration 29Q: 3 clusters Score -1382115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1382120.500000 Penalty: 4633.275391
	Iteration 30Q: 3 clusters Score -1382120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1382120.375000 Penalty: 4633.275391
	Iteration 31Q: 3 clusters Score -1382120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1382120.500000 Penalty: 4633.275391
	Iteration 32Q: 3 clusters Score -1382120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1382121.125000 Penalty: 4633.275391
	Iteration 33Q: 3 clusters Score -1382121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1382121.500000 Penalty: 4633.275391
	Iteration 34Q: 3 clusters Score -1382122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1382121.500000 Penalty: 4633.275391
	Iteration 35F: 3 clusters Score -1382122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Entering Unmasked Estep 
Score: -2603344.250000 Penalty: 2475.541260
	Iteration 0F: 2 clusters Score -2603344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2588227.250000 Penalty: 4951.082520
	Iteration 0F: 3 clusters Score -2588227 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2593401.500000 Penalty: 4951.082520
	Iteration 1F: 3 clusters Score -2593402 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2593812.500000 Penalty: 4951.082520
	Iteration 2F: 3 clusters Score -2593812 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2594147.750000 Penalty: 4951.082520
	Iteration 3Q: 3 clusters Score -2594148 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2594496.500000 Penalty: 4951.082520
	Iteration 4Q: 3 clusters Score -2594496 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2594839.500000 Penalty: 4951.082520
	Iteration 5Q: 3 clusters Score -2594840 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2595236.250000 Penalty: 4951.082520
	Iteration 6Q: 3 clusters Score -2595236 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2595635.000000 Penalty: 4951.082520
	Iteration 7Q: 3 clusters Score -2595635 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2596134.500000 Penalty: 4951.082520
	Iteration 8Q: 3 clusters Score -2596134 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2596741.750000 Penalty: 4951.082520
	Iteration 9Q: 3 clusters Score -2596742 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2597440.000000 Penalty: 4951.082520
	Iteration 10Q: 3 clusters Score -2597440 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2598145.000000 Penalty: 4951.082520
	Iteration 11Q: 3 clusters Score -2598145 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2598877.500000 Penalty: 4951.082520
	Iteration 12Q: 3 clusters Score -2598878 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2599459.750000 Penalty: 4951.082520
	Iteration 13Q: 3 clusters Score -2599460 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2599861.750000 Penalty: 4951.082520
	Iteration 14Q: 3 clusters Score -2599862 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2600169.750000 Penalty: 4951.082520
	Iteration 15Q: 3 clusters Score -2600170 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2600376.250000 Penalty: 4951.082520
	Iteration 16Q: 3 clusters Score -2600376 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2600496.500000 Penalty: 4951.082520
	Iteration 17Q: 3 clusters Score -2600496 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2600595.500000 Penalty: 4951.082520
	Iteration 18Q: 3 clusters Score -2600596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2600669.250000 Penalty: 4951.082520
	Iteration 19Q: 3 clusters Score -2600669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2600720.000000 Penalty: 4951.082520
	Iteration 20F: 3 clusters Score -2600720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2600766.500000 Penalty: 4951.082520
	Iteration 21Q: 3 clusters Score -2600766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2600817.750000 Penalty: 4951.082520
	Iteration 22Q: 3 clusters Score -2600818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2600854.750000 Penalty: 4951.082520
	Iteration 23Q: 3 clusters Score -2600855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2600885.500000 Penalty: 4951.082520
	Iteration 24Q: 3 clusters Score -2600886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2600920.000000 Penalty: 4951.082520
	Iteration 25Q: 3 clusters Score -2600920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2600942.750000 Penalty: 4951.082520
	Iteration 26Q: 3 clusters Score -2600943 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2600979.250000 Penalty: 4951.082520
	Iteration 27Q: 3 clusters Score -2600979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2600999.250000 Penalty: 4951.082520
	Iteration 28Q: 3 clusters Score -2600999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2601016.000000 Penalty: 4951.082520
	Iteration 29Q: 3 clusters Score -2601016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2601035.000000 Penalty: 4951.082520
	Iteration 30Q: 3 clusters Score -2601035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2601048.500000 Penalty: 4951.082520
	Iteration 31Q: 3 clusters Score -2601048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2601061.250000 Penalty: 4951.082520
	Iteration 32Q: 3 clusters Score -2601061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2601080.750000 Penalty: 4951.082520
	Iteration 33Q: 3 clusters Score -2601081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2601091.500000 Penalty: 4951.082520
	Iteration 34Q: 3 clusters Score -2601092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2601100.000000 Penalty: 4951.082520
	Iteration 35Q: 3 clusters Score -2601100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2601117.500000 Penalty: 4951.082520
	Iteration 36Q: 3 clusters Score -2601118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2601131.750000 Penalty: 4951.082520
	Iteration 37Q: 3 clusters Score -2601132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2601139.000000 Penalty: 4951.082520
	Iteration 38Q: 3 clusters Score -2601139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2601153.250000 Penalty: 4951.082520
	Iteration 39Q: 3 clusters Score -2601153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2601165.500000 Penalty: 4951.082520
	Iteration 40F: 3 clusters Score -2601166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2601173.000000 Penalty: 4951.082520
	Iteration 41Q: 3 clusters Score -2601173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2601174.500000 Penalty: 4951.082520
	Iteration 42Q: 3 clusters Score -2601174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2601179.000000 Penalty: 4951.082520
	Iteration 43Q: 3 clusters Score -2601179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2601190.500000 Penalty: 4951.082520
	Iteration 44Q: 3 clusters Score -2601190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2601201.250000 Penalty: 4951.082520
	Iteration 45Q: 3 clusters Score -2601201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2601208.750000 Penalty: 4951.082520
	Iteration 46Q: 3 clusters Score -2601209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2601218.750000 Penalty: 4951.082520
	Iteration 47Q: 3 clusters Score -2601219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2601233.500000 Penalty: 4951.082520
	Iteration 48Q: 3 clusters Score -2601234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2601242.500000 Penalty: 4951.082520
	Iteration 49Q: 3 clusters Score -2601242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2601259.750000 Penalty: 4951.082520
	Iteration 50Q: 3 clusters Score -2601260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2601269.500000 Penalty: 4951.082520
	Iteration 51Q: 3 clusters Score -2601270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2601272.750000 Penalty: 4951.082520
	Iteration 52Q: 3 clusters Score -2601273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2601281.000000 Penalty: 4951.082520
	Iteration 53Q: 3 clusters Score -2601281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2601283.250000 Penalty: 4951.082520
	Iteration 54Q: 3 clusters Score -2601283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2601287.750000 Penalty: 4951.082520
	Iteration 55Q: 3 clusters Score -2601288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2601291.750000 Penalty: 4951.082520
	Iteration 56Q: 3 clusters Score -2601292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2601297.250000 Penalty: 4951.082520
	Iteration 57Q: 3 clusters Score -2601297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2601298.000000 Penalty: 4951.082520
	Iteration 58Q: 3 clusters Score -2601298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2601306.500000 Penalty: 4951.082520
	Iteration 59Q: 3 clusters Score -2601306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2601311.750000 Penalty: 4951.082520
	Iteration 60F: 3 clusters Score -2601312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2601319.000000 Penalty: 4951.082520
	Iteration 61Q: 3 clusters Score -2601319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2601314.250000 Penalty: 4951.082520
	Iteration 62Q: 3 clusters Score -2601314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2601320.500000 Penalty: 4951.082520
	Iteration 63Q: 3 clusters Score -2601320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2601319.250000 Penalty: 4951.082520
	Iteration 64Q: 3 clusters Score -2601319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2601318.250000 Penalty: 4951.082520
	Iteration 65Q: 3 clusters Score -2601318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2601318.250000 Penalty: 4951.082520
	Iteration 66F: 3 clusters Score -2601318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -157049.750000 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -157049.8 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 648 members 
Entering Unmasked Estep 
Score: -154885.531250 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -154885.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155215.546875 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -155215.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155334.765625 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -155334.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155394.500000 Penalty: 3560.180176
	Iteration 3Q: 3 clusters Score -155394.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155429.312500 Penalty: 3560.180176
	Iteration 4Q: 3 clusters Score -155429.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155453.453125 Penalty: 3560.180176
	Iteration 5Q: 3 clusters Score -155453.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155473.343750 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -155473.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155489.156250 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -155489.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155497.562500 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -155497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155504.968750 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -155505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155509.734375 Penalty: 3560.180176
	Iteration 10Q: 3 clusters Score -155509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155514.687500 Penalty: 3560.180176
	Iteration 11Q: 3 clusters Score -155514.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155525.937500 Penalty: 3560.180176
	Iteration 12Q: 3 clusters Score -155525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155538.468750 Penalty: 3560.180176
	Iteration 13Q: 3 clusters Score -155538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155546.093750 Penalty: 3560.180176
	Iteration 14Q: 3 clusters Score -155546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155550.156250 Penalty: 3560.180176
	Iteration 15Q: 3 clusters Score -155550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155552.781250 Penalty: 3560.180176
	Iteration 16Q: 3 clusters Score -155552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155554.843750 Penalty: 3560.180176
	Iteration 17Q: 3 clusters Score -155554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155557.515625 Penalty: 3560.180176
	Iteration 18Q: 3 clusters Score -155557.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155558.343750 Penalty: 3560.180176
	Iteration 19Q: 3 clusters Score -155558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155558.343750 Penalty: 3560.180176
	Iteration 20F: 3 clusters Score -155558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 455 members 
Entering Unmasked Estep 
Score: -98923.687500 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98923.69 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99169.007812 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99169.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99263.476562 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99263.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -99316.140625 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99316.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99359.718750 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99359.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99402.289062 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99402.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99437.046875 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99437.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99472.750000 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99472.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99515.179688 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99515.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99587.617188 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99587.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99683.085938 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99683.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99800.250000 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99800.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -99896.750000 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99896.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99933.554688 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99933.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -99984.835938 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99984.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100036.125000 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -100036.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100126.445312 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -100126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100181.804688 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -100181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100205.273438 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -100205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100213.843750 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -100213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100214.539062 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -100214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100215.304688 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -100215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100215.304688 Penalty: 3372.331787
	Iteration 22F: 3 clusters Score -100215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (77688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Entering Unmasked Estep 
Score: -9230391.000000 Penalty: 2792.593018
	Iteration 0F: 2 clusters Score -9230391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -9178480.000000 Penalty: 5585.186035
	Iteration 0F: 3 clusters Score -9178480 nChanged 36371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -9198766.000000 Penalty: 5585.186035
	Iteration 1F: 3 clusters Score -9198766 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -9199272.000000 Penalty: 5585.186035
	Iteration 2Q: 3 clusters Score -9199272 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -9199903.000000 Penalty: 5585.186035
	Iteration 3Q: 3 clusters Score -9199903 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -9200427.000000 Penalty: 5585.186035
	Iteration 4Q: 3 clusters Score -9200427 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9201034.000000 Penalty: 5585.186035
	Iteration 5Q: 3 clusters Score -9201034 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -9201782.000000 Penalty: 5585.186035
	Iteration 6Q: 3 clusters Score -9201782 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -9202784.000000 Penalty: 5585.186035
	Iteration 7Q: 3 clusters Score -9202784 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -9204232.000000 Penalty: 5585.186035
	Iteration 8Q: 3 clusters Score -9204232 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9206391.000000 Penalty: 5585.186035
	Iteration 9F: 3 clusters Score -9206391 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -9209589.000000 Penalty: 5585.186035
	Iteration 10F: 3 clusters Score -9209589 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -9213203.000000 Penalty: 5585.186035
	Iteration 11F: 3 clusters Score -9213203 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9216734.000000 Penalty: 5585.186035
	Iteration 12F: 3 clusters Score -9216734 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -9219735.000000 Penalty: 5585.186035
	Iteration 13Q: 3 clusters Score -9219735 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -9221895.000000 Penalty: 5585.186035
	Iteration 14Q: 3 clusters Score -9221895 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9223472.000000 Penalty: 5585.186035
	Iteration 15Q: 3 clusters Score -9223472 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -9224477.000000 Penalty: 5585.186035
	Iteration 16Q: 3 clusters Score -9224477 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -9225284.000000 Penalty: 5585.186035
	Iteration 17Q: 3 clusters Score -9225284 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9225919.000000 Penalty: 5585.186035
	Iteration 18Q: 3 clusters Score -9225919 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9226580.000000 Penalty: 5585.186035
	Iteration 19Q: 3 clusters Score -9226580 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9227035.000000 Penalty: 5585.186035
	Iteration 20F: 3 clusters Score -9227035 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9227329.000000 Penalty: 5585.186035
	Iteration 21Q: 3 clusters Score -9227329 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9227573.000000 Penalty: 5585.186035
	Iteration 22Q: 3 clusters Score -9227573 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9227710.000000 Penalty: 5585.186035
	Iteration 23Q: 3 clusters Score -9227710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9227804.000000 Penalty: 5585.186035
	Iteration 24Q: 3 clusters Score -9227804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9227857.000000 Penalty: 5585.186035
	Iteration 25Q: 3 clusters Score -9227857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9227901.000000 Penalty: 5585.186035
	Iteration 26Q: 3 clusters Score -9227901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9227929.000000 Penalty: 5585.186035
	Iteration 27Q: 3 clusters Score -9227929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9227943.000000 Penalty: 5585.186035
	Iteration 28Q: 3 clusters Score -9227943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9227947.000000 Penalty: 5585.186035
	Iteration 29Q: 3 clusters Score -9227947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9227951.000000 Penalty: 5585.186035
	Iteration 30Q: 3 clusters Score -9227951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77314 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9227960.000000 Penalty: 5585.186035
	Iteration 31Q: 3 clusters Score -9227960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9227957.000000 Penalty: 5585.186035
	Iteration 32Q: 3 clusters Score -9227957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9227964.000000 Penalty: 5585.186035
	Iteration 33Q: 3 clusters Score -9227964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9227968.000000 Penalty: 5585.186035
	Iteration 34Q: 3 clusters Score -9227968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9227964.000000 Penalty: 5585.186035
	Iteration 35Q: 3 clusters Score -9227964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9227964.000000 Penalty: 5585.186035
	Iteration 36F: 3 clusters Score -9227964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Entering Unmasked Estep 
Score: -2729941.000000 Penalty: 2480.523438
	Iteration 0F: 2 clusters Score -2729941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2714523.250000 Penalty: 4961.046875
	Iteration 0F: 3 clusters Score -2714523 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2719776.750000 Penalty: 4961.046875
	Iteration 1F: 3 clusters Score -2719777 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2720211.000000 Penalty: 4961.046875
	Iteration 2F: 3 clusters Score -2720211 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2720542.250000 Penalty: 4961.046875
	Iteration 3Q: 3 clusters Score -2720542 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2720814.000000 Penalty: 4961.046875
	Iteration 4Q: 3 clusters Score -2720814 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2721057.750000 Penalty: 4961.046875
	Iteration 5Q: 3 clusters Score -2721058 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2721294.750000 Penalty: 4961.046875
	Iteration 6Q: 3 clusters Score -2721295 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2721598.500000 Penalty: 4961.046875
	Iteration 7Q: 3 clusters Score -2721598 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2721991.500000 Penalty: 4961.046875
	Iteration 8Q: 3 clusters Score -2721992 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2722487.500000 Penalty: 4961.046875
	Iteration 9Q: 3 clusters Score -2722488 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2723148.500000 Penalty: 4961.046875
	Iteration 10Q: 3 clusters Score -2723148 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2724084.750000 Penalty: 4961.046875
	Iteration 11F: 3 clusters Score -2724085 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2725078.000000 Penalty: 4961.046875
	Iteration 12F: 3 clusters Score -2725078 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2725966.750000 Penalty: 4961.046875
	Iteration 13Q: 3 clusters Score -2725967 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2726672.500000 Penalty: 4961.046875
	Iteration 14Q: 3 clusters Score -2726672 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2727106.750000 Penalty: 4961.046875
	Iteration 15Q: 3 clusters Score -2727107 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2727369.250000 Penalty: 4961.046875
	Iteration 16Q: 3 clusters Score -2727369 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2727507.500000 Penalty: 4961.046875
	Iteration 17Q: 3 clusters Score -2727508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2727586.750000 Penalty: 4961.046875
	Iteration 18Q: 3 clusters Score -2727587 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2727635.500000 Penalty: 4961.046875
	Iteration 19Q: 3 clusters Score -2727636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2727672.250000 Penalty: 4961.046875
	Iteration 20F: 3 clusters Score -2727672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2727697.250000 Penalty: 4961.046875
	Iteration 21Q: 3 clusters Score -2727697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2727716.500000 Penalty: 4961.046875
	Iteration 22Q: 3 clusters Score -2727716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2727729.000000 Penalty: 4961.046875
	Iteration 23Q: 3 clusters Score -2727729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2727744.000000 Penalty: 4961.046875
	Iteration 24Q: 3 clusters Score -2727744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2727750.000000 Penalty: 4961.046875
	Iteration 25Q: 3 clusters Score -2727750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2727755.000000 Penalty: 4961.046875
	Iteration 26Q: 3 clusters Score -2727755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2727758.500000 Penalty: 4961.046875
	Iteration 27Q: 3 clusters Score -2727758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2727764.750000 Penalty: 4961.046875
	Iteration 28Q: 3 clusters Score -2727765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2727767.500000 Penalty: 4961.046875
	Iteration 29Q: 3 clusters Score -2727768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2727769.500000 Penalty: 4961.046875
	Iteration 30Q: 3 clusters Score -2727770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2727769.000000 Penalty: 4961.046875
	Iteration 31Q: 3 clusters Score -2727769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2727769.000000 Penalty: 4961.046875
	Iteration 32F: 3 clusters Score -2727769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -111585.695312 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -111585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109702.953125 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -109703 nChanged 269
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: -110044.726562 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -110044.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110175.195312 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -110175.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110252.500000 Penalty: 3418.246338
	Iteration 3Q: 3 clusters Score -110252.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110303.921875 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -110303.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110348.226562 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -110348.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110382.648438 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -110382.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110407.500000 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -110407.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110431.601562 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -110431.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110450.382812 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -110450.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110483.429688 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -110483.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110509.570312 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -110509.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110555.039062 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -110555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -110592.578125 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -110592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110638.929688 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -110638.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110682.296875 Penalty: 3418.246338
	Iteration 15Q: 3 clusters Score -110682.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110724.007812 Penalty: 3418.246338
	Iteration 16Q: 3 clusters Score -110724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -110757.093750 Penalty: 3418.246338
	Iteration 17Q: 3 clusters Score -110757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -110778.578125 Penalty: 3418.246338
	Iteration 18Q: 3 clusters Score -110778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110805.640625 Penalty: 3418.246338
	Iteration 19Q: 3 clusters Score -110805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -110818.289062 Penalty: 3418.246338
	Iteration 20F: 3 clusters Score -110818.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -110833.742188 Penalty: 3418.246338
	Iteration 21Q: 3 clusters Score -110833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -110840.929688 Penalty: 3418.246338
	Iteration 22Q: 3 clusters Score -110840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -110843.875000 Penalty: 3418.246338
	Iteration 23Q: 3 clusters Score -110843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -110845.640625 Penalty: 3418.246338
	Iteration 24Q: 3 clusters Score -110845.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -110845.640625 Penalty: 3418.246338
	Iteration 25F: 3 clusters Score -110845.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 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 446 members 
Entering Unmasked Estep 
Score: -96086.226562 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96086.23 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96677.843750 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96677.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96999.531250 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96999.53 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97319.039062 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -97319.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97705.007812 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97705.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -97867.148438 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97867.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -97954.882812 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97954.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -98024.992188 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -98024.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -98051.781250 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -98051.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -98078.742188 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -98078.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -98091.656250 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -98091.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -98102.734375 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -98102.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -98125.726562 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -98125.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -98137.515625 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -98137.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -98137.515625 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -98137.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 194483 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202277 members 
Mstep: Class 7 contains 81295 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 51623 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 55864 members 
Mstep: Class 13 contains 85556 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 91865 members 
Mstep: Class 16 contains 102738 members 
Mstep: Class 17 contains 146689 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 21634 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77688 members 
Mstep: Class 24 contains 22073 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 722 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 198235 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219930 members 
Mstep: Class 31 contains 183 members 
Entering Unmasked Estep 
Score: -194727120.000000 Penalty: 109883.875000
Splitting cluster 26 changes total score from -194728336.000000 to -194727120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -774698.625000 Penalty: 2182.801758
	Iteration 0F: 2 clusters Score -774698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -769195.562500 Penalty: 4365.603516
	Iteration 0F: 3 clusters Score -769195.6 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -770610.750000 Penalty: 4365.603516
	Iteration 1F: 3 clusters Score -770610.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -770842.250000 Penalty: 4365.603516
	Iteration 2F: 3 clusters Score -770842.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -771009.875000 Penalty: 4365.603516
	Iteration 3Q: 3 clusters Score -771009.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -771136.437500 Penalty: 4365.603516
	Iteration 4Q: 3 clusters Score -771136.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -771240.937500 Penalty: 4365.603516
	Iteration 5Q: 3 clusters Score -771240.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -771323.687500 Penalty: 4365.603516
	Iteration 6Q: 3 clusters Score -771323.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -771403.500000 Penalty: 4365.603516
	Iteration 7Q: 3 clusters Score -771403.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -771481.312500 Penalty: 4365.603516
	Iteration 8Q: 3 clusters Score -771481.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -771539.750000 Penalty: 4365.603516
	Iteration 9Q: 3 clusters Score -771539.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -771588.937500 Penalty: 4365.603516
	Iteration 10Q: 3 clusters Score -771588.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -771632.375000 Penalty: 4365.603516
	Iteration 11Q: 3 clusters Score -771632.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -771677.500000 Penalty: 4365.603516
	Iteration 12Q: 3 clusters Score -771677.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -771723.500000 Penalty: 4365.603516
	Iteration 13Q: 3 clusters Score -771723.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -771772.375000 Penalty: 4365.603516
	Iteration 14Q: 3 clusters Score -771772.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -771812.000000 Penalty: 4365.603516
	Iteration 15Q: 3 clusters Score -771812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -771838.250000 Penalty: 4365.603516
	Iteration 16Q: 3 clusters Score -771838.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -771867.312500 Penalty: 4365.603516
	Iteration 17Q: 3 clusters Score -771867.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -771886.187500 Penalty: 4365.603516
	Iteration 18Q: 3 clusters Score -771886.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -771914.812500 Penalty: 4365.603516
	Iteration 19Q: 3 clusters Score -771914.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -771937.250000 Penalty: 4365.603516
	Iteration 20F: 3 clusters Score -771937.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -771951.062500 Penalty: 4365.603516
	Iteration 21Q: 3 clusters Score -771951.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -771961.000000 Penalty: 4365.603516
	Iteration 22Q: 3 clusters Score -771961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -771968.312500 Penalty: 4365.603516
	Iteration 23Q: 3 clusters Score -771968.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -771978.750000 Penalty: 4365.603516
	Iteration 24Q: 3 clusters Score -771978.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -771984.250000 Penalty: 4365.603516
	Iteration 25Q: 3 clusters Score -771984.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -771985.937500 Penalty: 4365.603516
	Iteration 26Q: 3 clusters Score -771985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -771988.750000 Penalty: 4365.603516
	Iteration 27Q: 3 clusters Score -771988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -771989.687500 Penalty: 4365.603516
	Iteration 28Q: 3 clusters Score -771989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -771991.500000 Penalty: 4365.603516
	Iteration 29Q: 3 clusters Score -771991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -771992.312500 Penalty: 4365.603516
	Iteration 30Q: 3 clusters Score -771992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -771994.000000 Penalty: 4365.603516
	Iteration 31Q: 3 clusters Score -771994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -771997.625000 Penalty: 4365.603516
	Iteration 32Q: 3 clusters Score -771997.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -771998.312500 Penalty: 4365.603516
	Iteration 33Q: 3 clusters Score -771998.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -772000.500000 Penalty: 4365.603516
	Iteration 34Q: 3 clusters Score -772000.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -772003.250000 Penalty: 4365.603516
	Iteration 35Q: 3 clusters Score -772003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -772006.500000 Penalty: 4365.603516
	Iteration 36Q: 3 clusters Score -772006.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -772009.625000 Penalty: 4365.603516
	Iteration 37Q: 3 clusters Score -772009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -772016.125000 Penalty: 4365.603516
	Iteration 38Q: 3 clusters Score -772016.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -772020.375000 Penalty: 4365.603516
	Iteration 39Q: 3 clusters Score -772020.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -772025.687500 Penalty: 4365.603516
	Iteration 40F: 3 clusters Score -772025.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -772030.312500 Penalty: 4365.603516
	Iteration 41Q: 3 clusters Score -772030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -772032.812500 Penalty: 4365.603516
	Iteration 42Q: 3 clusters Score -772032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -772037.937500 Penalty: 4365.603516
	Iteration 43Q: 3 clusters Score -772037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -772037.000000 Penalty: 4365.603516
	Iteration 44Q: 3 clusters Score -772037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -772038.937500 Penalty: 4365.603516
	Iteration 45Q: 3 clusters Score -772038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -772041.812500 Penalty: 4365.603516
	Iteration 46Q: 3 clusters Score -772041.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -772045.625000 Penalty: 4365.603516
	Iteration 47Q: 3 clusters Score -772045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -772048.937500 Penalty: 4365.603516
	Iteration 48Q: 3 clusters Score -772048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -772049.750000 Penalty: 4365.603516
	Iteration 49Q: 3 clusters Score -772049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -772051.687500 Penalty: 4365.603516
	Iteration 50Q: 3 clusters Score -772051.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -772051.250000 Penalty: 4365.603516
	Iteration 51Q: 3 clusters Score -772051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -772055.500000 Penalty: 4365.603516
	Iteration 52Q: 3 clusters Score -772055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -772058.062500 Penalty: 4365.603516
	Iteration 53Q: 3 clusters Score -772058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -772061.125000 Penalty: 4365.603516
	Iteration 54Q: 3 clusters Score -772061.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -772062.250000 Penalty: 4365.603516
	Iteration 55Q: 3 clusters Score -772062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -772065.562500 Penalty: 4365.603516
	Iteration 56Q: 3 clusters Score -772065.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -772068.562500 Penalty: 4365.603516
	Iteration 57Q: 3 clusters Score -772068.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -772069.375000 Penalty: 4365.603516
	Iteration 58Q: 3 clusters Score -772069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -772073.812500 Penalty: 4365.603516
	Iteration 59Q: 3 clusters Score -772073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -772077.875000 Penalty: 4365.603516
	Iteration 60F: 3 clusters Score -772077.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -772082.625000 Penalty: 4365.603516
	Iteration 61Q: 3 clusters Score -772082.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -772085.562500 Penalty: 4365.603516
	Iteration 62Q: 3 clusters Score -772085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -772089.375000 Penalty: 4365.603516
	Iteration 63Q: 3 clusters Score -772089.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -772093.625000 Penalty: 4365.603516
	Iteration 64Q: 3 clusters Score -772093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -772097.812500 Penalty: 4365.603516
	Iteration 65Q: 3 clusters Score -772097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -772104.750000 Penalty: 4365.603516
	Iteration 66Q: 3 clusters Score -772104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -772113.500000 Penalty: 4365.603516
	Iteration 67Q: 3 clusters Score -772113.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -772127.312500 Penalty: 4365.603516
	Iteration 68Q: 3 clusters Score -772127.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -772142.062500 Penalty: 4365.603516
	Iteration 69Q: 3 clusters Score -772142.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -772157.187500 Penalty: 4365.603516
	Iteration 70Q: 3 clusters Score -772157.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -772172.687500 Penalty: 4365.603516
	Iteration 71Q: 3 clusters Score -772172.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -772190.187500 Penalty: 4365.603516
	Iteration 72Q: 3 clusters Score -772190.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -772210.937500 Penalty: 4365.603516
	Iteration 73Q: 3 clusters Score -772210.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -772235.937500 Penalty: 4365.603516
	Iteration 74Q: 3 clusters Score -772235.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -772259.000000 Penalty: 4365.603516
	Iteration 75Q: 3 clusters Score -772259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -772282.250000 Penalty: 4365.603516
	Iteration 76Q: 3 clusters Score -772282.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -772306.500000 Penalty: 4365.603516
	Iteration 77Q: 3 clusters Score -772306.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -772342.437500 Penalty: 4365.603516
	Iteration 78Q: 3 clusters Score -772342.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -772393.750000 Penalty: 4365.603516
	Iteration 79Q: 3 clusters Score -772393.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -772451.437500 Penalty: 4365.603516
	Iteration 80F: 3 clusters Score -772451.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -772520.750000 Penalty: 4365.603516
	Iteration 81Q: 3 clusters Score -772520.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -772594.000000 Penalty: 4365.603516
	Iteration 82Q: 3 clusters Score -772594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -772673.000000 Penalty: 4365.603516
	Iteration 83Q: 3 clusters Score -772673 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -772748.125000 Penalty: 4365.603516
	Iteration 84Q: 3 clusters Score -772748.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -772844.437500 Penalty: 4365.603516
	Iteration 85Q: 3 clusters Score -772844.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -772965.062500 Penalty: 4365.603516
	Iteration 86Q: 3 clusters Score -772965.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -773076.562500 Penalty: 4365.603516
	Iteration 87Q: 3 clusters Score -773076.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -773162.125000 Penalty: 4365.603516
	Iteration 88Q: 3 clusters Score -773162.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -773231.875000 Penalty: 4365.603516
	Iteration 89Q: 3 clusters Score -773231.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -773302.625000 Penalty: 4365.603516
	Iteration 90Q: 3 clusters Score -773302.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -773372.750000 Penalty: 4365.603516
	Iteration 91Q: 3 clusters Score -773372.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -773447.000000 Penalty: 4365.603516
	Iteration 92Q: 3 clusters Score -773447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -773495.562500 Penalty: 4365.603516
	Iteration 93Q: 3 clusters Score -773495.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -773532.250000 Penalty: 4365.603516
	Iteration 94Q: 3 clusters Score -773532.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -773552.250000 Penalty: 4365.603516
	Iteration 95Q: 3 clusters Score -773552.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -773572.937500 Penalty: 4365.603516
	Iteration 96Q: 3 clusters Score -773572.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -773586.500000 Penalty: 4365.603516
	Iteration 97Q: 3 clusters Score -773586.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -773597.312500 Penalty: 4365.603516
	Iteration 98Q: 3 clusters Score -773597.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -773607.000000 Penalty: 4365.603516
	Iteration 99Q: 3 clusters Score -773607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -773619.312500 Penalty: 4365.603516
	Iteration 100F: 3 clusters Score -773619.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -773630.687500 Penalty: 4365.603516
	Iteration 101Q: 3 clusters Score -773630.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -773640.250000 Penalty: 4365.603516
	Iteration 102Q: 3 clusters Score -773640.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -773651.375000 Penalty: 4365.603516
	Iteration 103Q: 3 clusters Score -773651.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -773664.687500 Penalty: 4365.603516
	Iteration 104Q: 3 clusters Score -773664.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -773682.625000 Penalty: 4365.603516
	Iteration 105Q: 3 clusters Score -773682.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -773707.000000 Penalty: 4365.603516
	Iteration 106Q: 3 clusters Score -773707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -773728.437500 Penalty: 4365.603516
	Iteration 107Q: 3 clusters Score -773728.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -773749.937500 Penalty: 4365.603516
	Iteration 108Q: 3 clusters Score -773749.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -773764.562500 Penalty: 4365.603516
	Iteration 109Q: 3 clusters Score -773764.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -773774.625000 Penalty: 4365.603516
	Iteration 110Q: 3 clusters Score -773774.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -773788.187500 Penalty: 4365.603516
	Iteration 111Q: 3 clusters Score -773788.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -773797.687500 Penalty: 4365.603516
	Iteration 112Q: 3 clusters Score -773797.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -773806.562500 Penalty: 4365.603516
	Iteration 113Q: 3 clusters Score -773806.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -773813.375000 Penalty: 4365.603516
	Iteration 114Q: 3 clusters Score -773813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -773816.500000 Penalty: 4365.603516
	Iteration 115Q: 3 clusters Score -773816.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -773819.187500 Penalty: 4365.603516
	Iteration 116Q: 3 clusters Score -773819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -773825.000000 Penalty: 4365.603516
	Iteration 117Q: 3 clusters Score -773825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -773828.000000 Penalty: 4365.603516
	Iteration 118Q: 3 clusters Score -773828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -773828.250000 Penalty: 4365.603516
	Iteration 119Q: 3 clusters Score -773828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -773831.875000 Penalty: 4365.603516
	Iteration 120F: 3 clusters Score -773831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -773831.750000 Penalty: 4365.603516
	Iteration 121Q: 3 clusters Score -773831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -773835.187500 Penalty: 4365.603516
	Iteration 122Q: 3 clusters Score -773835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -773834.375000 Penalty: 4365.603516
	Iteration 123Q: 3 clusters Score -773834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -773835.875000 Penalty: 4365.603516
	Iteration 124Q: 3 clusters Score -773835.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -773838.250000 Penalty: 4365.603516
	Iteration 125Q: 3 clusters Score -773838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -773841.625000 Penalty: 4365.603516
	Iteration 126Q: 3 clusters Score -773841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -773846.437500 Penalty: 4365.603516
	Iteration 127Q: 3 clusters Score -773846.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -773849.000000 Penalty: 4365.603516
	Iteration 128Q: 3 clusters Score -773849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -773849.937500 Penalty: 4365.603516
	Iteration 129Q: 3 clusters Score -773849.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -773853.000000 Penalty: 4365.603516
	Iteration 130Q: 3 clusters Score -773853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -773855.187500 Penalty: 4365.603516
	Iteration 131Q: 3 clusters Score -773855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -773859.375000 Penalty: 4365.603516
	Iteration 132Q: 3 clusters Score -773859.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -773861.375000 Penalty: 4365.603516
	Iteration 133Q: 3 clusters Score -773861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -773862.875000 Penalty: 4365.603516
	Iteration 134Q: 3 clusters Score -773862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -773861.937500 Penalty: 4365.603516
	Iteration 135Q: 3 clusters Score -773861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -773862.750000 Penalty: 4365.603516
	Iteration 136Q: 3 clusters Score -773862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -773862.750000 Penalty: 4365.603516
	Iteration 137F: 3 clusters Score -773862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (198235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198235 members 
Entering Unmasked Estep 
Score: -24488784.000000 Penalty: 3024.907715
	Iteration 0F: 2 clusters Score -2.448878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 98995 members 
Entering Unmasked Estep 
Score: -24367376.000000 Penalty: 6049.815430
	Iteration 0F: 3 clusters Score -2.436738e+07 nChanged 95080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -24422608.000000 Penalty: 6049.815430
	Iteration 1F: 3 clusters Score -2.442261e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 94942 members 
Entering Unmasked Estep 
Score: -24423396.000000 Penalty: 6049.815430
	Iteration 2Q: 3 clusters Score -2.44234e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -24424664.000000 Penalty: 6049.815430
	Iteration 3Q: 3 clusters Score -2.442466e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -24426360.000000 Penalty: 6049.815430
	Iteration 4Q: 3 clusters Score -2.442636e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115005 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -24429318.000000 Penalty: 6049.815430
	Iteration 5Q: 3 clusters Score -2.442932e+07 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123366 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -24433844.000000 Penalty: 6049.815430
	Iteration 6Q: 3 clusters Score -2.443384e+07 nChanged 12616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135174 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -24441694.000000 Penalty: 6049.815430
	Iteration 7F: 3 clusters Score -2.444169e+07 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -24453580.000000 Penalty: 6049.815430
	Iteration 8F: 3 clusters Score -2.445358e+07 nChanged 15971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -24467192.000000 Penalty: 6049.815430
	Iteration 9F: 3 clusters Score -2.446719e+07 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180076 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -24478216.000000 Penalty: 6049.815430
	Iteration 10F: 3 clusters Score -2.447822e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189734 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -24483776.000000 Penalty: 6049.815430
	Iteration 11Q: 3 clusters Score -2.448378e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194712 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -24485414.000000 Penalty: 6049.815430
	Iteration 12Q: 3 clusters Score -2.448541e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196700 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -24485968.000000 Penalty: 6049.815430
	Iteration 13Q: 3 clusters Score -2.448597e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197403 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -24486074.000000 Penalty: 6049.815430
	Iteration 14Q: 3 clusters Score -2.448607e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -24486210.000000 Penalty: 6049.815430
	Iteration 15Q: 3 clusters Score -2.448621e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197742 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24486300.000000 Penalty: 6049.815430
	Iteration 16Q: 3 clusters Score -2.44863e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -24486322.000000 Penalty: 6049.815430
	Iteration 17Q: 3 clusters Score -2.448632e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197809 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -24486374.000000 Penalty: 6049.815430
	Iteration 18Q: 3 clusters Score -2.448637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197823 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -24486388.000000 Penalty: 6049.815430
	Iteration 19Q: 3 clusters Score -2.448639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197830 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24486420.000000 Penalty: 6049.815430
	Iteration 20F: 3 clusters Score -2.448642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197841 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -24486422.000000 Penalty: 6049.815430
	Iteration 21Q: 3 clusters Score -2.448642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197840 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -24486418.000000 Penalty: 6049.815430
	Iteration 22Q: 3 clusters Score -2.448642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24486434.000000 Penalty: 6049.815430
	Iteration 23Q: 3 clusters Score -2.448643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197845 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -24486440.000000 Penalty: 6049.815430
	Iteration 24Q: 3 clusters Score -2.448644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197846 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -24486458.000000 Penalty: 6049.815430
	Iteration 25Q: 3 clusters Score -2.448646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197848 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24486428.000000 Penalty: 6049.815430
	Iteration 26Q: 3 clusters Score -2.448643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197849 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24486450.000000 Penalty: 6049.815430
	Iteration 27Q: 3 clusters Score -2.448645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197849 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24486450.000000 Penalty: 6049.815430
	Iteration 28F: 3 clusters Score -2.448645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 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 212 members 
Entering Unmasked Estep 
Score: -41785.640625 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41785.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41983.882812 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41983.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42039.355469 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42039.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42077.675781 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42077.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42127.316406 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42127.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42139.839844 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42139.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42140.992188 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42140.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42145.664062 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42145.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42150.949219 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -42150.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42150.949219 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -42150.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (219930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219930 members 
Entering Unmasked Estep 
Score: -27009982.000000 Penalty: 3050.664062
	Iteration 0F: 2 clusters Score -2.700998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -26871852.000000 Penalty: 6101.328125
	Iteration 0F: 3 clusters Score -2.687185e+07 nChanged 106013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108188 members 
Mstep: Class 2 contains 111742 members 
Entering Unmasked Estep 
Score: -26933792.000000 Penalty: 6101.328125
	Iteration 1F: 3 clusters Score -2.693379e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -26934524.000000 Penalty: 6101.328125
	Iteration 2Q: 3 clusters Score -2.693452e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105604 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -26935164.000000 Penalty: 6101.328125
	Iteration 3Q: 3 clusters Score -2.693516e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -26935914.000000 Penalty: 6101.328125
	Iteration 4Q: 3 clusters Score -2.693591e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 120720 members 
Entering Unmasked Estep 
Score: -26937208.000000 Penalty: 6101.328125
	Iteration 5Q: 3 clusters Score -2.693721e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 126613 members 
Entering Unmasked Estep 
Score: -26939180.000000 Penalty: 6101.328125
	Iteration 6Q: 3 clusters Score -2.693918e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 135336 members 
Entering Unmasked Estep 
Score: -26942792.000000 Penalty: 6101.328125
	Iteration 7Q: 3 clusters Score -2.694279e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -26950022.000000 Penalty: 6101.328125
	Iteration 8F: 3 clusters Score -2.695002e+07 nChanged 17381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -26961920.000000 Penalty: 6101.328125
	Iteration 9F: 3 clusters Score -2.696192e+07 nChanged 20037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 185431 members 
Entering Unmasked Estep 
Score: -26977598.000000 Penalty: 6101.328125
	Iteration 10F: 3 clusters Score -2.69776e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 202927 members 
Entering Unmasked Estep 
Score: -26991678.000000 Penalty: 6101.328125
	Iteration 11F: 3 clusters Score -2.699168e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 213453 members 
Entering Unmasked Estep 
Score: -27001006.000000 Penalty: 6101.328125
	Iteration 12Q: 3 clusters Score -2.700101e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 217911 members 
Entering Unmasked Estep 
Score: -27005154.000000 Penalty: 6101.328125
	Iteration 13Q: 3 clusters Score -2.700515e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 219231 members 
Entering Unmasked Estep 
Score: -27006568.000000 Penalty: 6101.328125
	Iteration 14Q: 3 clusters Score -2.700657e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 219563 members 
Entering Unmasked Estep 
Score: -27006974.000000 Penalty: 6101.328125
	Iteration 15Q: 3 clusters Score -2.700697e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219643 members 
Entering Unmasked Estep 
Score: -27007084.000000 Penalty: 6101.328125
	Iteration 16Q: 3 clusters Score -2.700708e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 219675 members 
Entering Unmasked Estep 
Score: -27007138.000000 Penalty: 6101.328125
	Iteration 17Q: 3 clusters Score -2.700714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219680 members 
Entering Unmasked Estep 
Score: -27007176.000000 Penalty: 6101.328125
	Iteration 18Q: 3 clusters Score -2.700718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219680 members 
Entering Unmasked Estep 
Score: -27007196.000000 Penalty: 6101.328125
	Iteration 19Q: 3 clusters Score -2.70072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219686 members 
Entering Unmasked Estep 
Score: -27007210.000000 Penalty: 6101.328125
	Iteration 20F: 3 clusters Score -2.700721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 219687 members 
Entering Unmasked Estep 
Score: -27007210.000000 Penalty: 6101.328125
	Iteration 21Q: 3 clusters Score -2.700721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 219691 members 
Entering Unmasked Estep 
Score: -27007220.000000 Penalty: 6101.328125
	Iteration 22Q: 3 clusters Score -2.700722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219694 members 
Entering Unmasked Estep 
Score: -27007236.000000 Penalty: 6101.328125
	Iteration 23Q: 3 clusters Score -2.700724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 219694 members 
Entering Unmasked Estep 
Score: -27007240.000000 Penalty: 6101.328125
	Iteration 24Q: 3 clusters Score -2.700724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 219695 members 
Entering Unmasked Estep 
Score: -27007244.000000 Penalty: 6101.328125
	Iteration 25Q: 3 clusters Score -2.700724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 219695 members 
Entering Unmasked Estep 
Score: -27007244.000000 Penalty: 6101.328125
	Iteration 26F: 3 clusters Score -2.700724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 194483 members 
Mstep: Class 4 contains 9742 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202277 members 
Mstep: Class 7 contains 81295 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 51623 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 55864 members 
Mstep: Class 13 contains 85556 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 91865 members 
Mstep: Class 16 contains 102738 members 
Mstep: Class 17 contains 146689 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 11399 members 
Mstep: Class 20 contains 21634 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77688 members 
Mstep: Class 24 contains 22073 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 198235 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728880.000000 Penalty: 106339.234375
Iteration 239Q: 31 clusters Score -1.947289e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 194383 members 
Mstep: Class 4 contains 9732 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 202260 members 
Mstep: Class 7 contains 81251 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3066 members 
Mstep: Class 10 contains 51556 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 56441 members 
Mstep: Class 13 contains 85509 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 91743 members 
Mstep: Class 16 contains 102646 members 
Mstep: Class 17 contains 146593 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 21635 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77558 members 
Mstep: Class 24 contains 22136 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 198220 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728704.000000 Penalty: 106339.234375
Iteration 240F: 31 clusters Score -1.947287e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 194377 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202204 members 
Mstep: Class 7 contains 81201 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 51503 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 56992 members 
Mstep: Class 13 contains 85452 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 91617 members 
Mstep: Class 16 contains 102529 members 
Mstep: Class 17 contains 146496 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 21638 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77412 members 
Mstep: Class 24 contains 22202 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 198244 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728832.000000 Penalty: 106339.234375
Iteration 241Q: 31 clusters Score -1.947288e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 194378 members 
Mstep: Class 4 contains 9707 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202189 members 
Mstep: Class 7 contains 81156 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 10 contains 51440 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 57547 members 
Mstep: Class 13 contains 85392 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 91501 members 
Mstep: Class 16 contains 102399 members 
Mstep: Class 17 contains 146401 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 21632 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77258 members 
Mstep: Class 24 contains 22268 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6649 members 
Mstep: Class 28 contains 198253 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728416.000000 Penalty: 106339.234375
Iteration 242Q: 31 clusters Score -1.947284e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 194366 members 
Mstep: Class 4 contains 9692 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202164 members 
Mstep: Class 7 contains 81109 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 51358 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 58094 members 
Mstep: Class 13 contains 85329 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 91397 members 
Mstep: Class 16 contains 102290 members 
Mstep: Class 17 contains 146325 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 21632 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77086 members 
Mstep: Class 24 contains 22331 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 198270 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728560.000000 Penalty: 106339.234375
Iteration 243Q: 31 clusters Score -1.947286e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 3 contains 194373 members 
Mstep: Class 4 contains 9682 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202162 members 
Mstep: Class 7 contains 81066 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 51267 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 58626 members 
Mstep: Class 13 contains 85274 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 91302 members 
Mstep: Class 16 contains 102207 members 
Mstep: Class 17 contains 146248 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 20 contains 21631 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76934 members 
Mstep: Class 24 contains 22383 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6654 members 
Mstep: Class 28 contains 198260 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728928.000000 Penalty: 106339.234375
Iteration 244Q: 31 clusters Score -1.947289e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 194360 members 
Mstep: Class 4 contains 9669 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202194 members 
Mstep: Class 7 contains 81013 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 51174 members 
Mstep: Class 11 contains 6830 members 
Mstep: Class 12 contains 59164 members 
Mstep: Class 13 contains 85208 members 
Mstep: Class 14 contains 4525 members 
Mstep: Class 15 contains 91203 members 
Mstep: Class 16 contains 102107 members 
Mstep: Class 17 contains 146188 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 21634 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76767 members 
Mstep: Class 24 contains 22444 members 
Mstep: Class 25 contains 984 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 198247 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729136.000000 Penalty: 106339.234375
Iteration 245Q: 31 clusters Score -1.947291e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2065 members 
Mstep: Class 3 contains 194381 members 
Mstep: Class 4 contains 9656 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202220 members 
Mstep: Class 7 contains 80955 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 51084 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 59675 members 
Mstep: Class 13 contains 85126 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 91102 members 
Mstep: Class 16 contains 102010 members 
Mstep: Class 17 contains 146153 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11398 members 
Mstep: Class 20 contains 21646 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76631 members 
Mstep: Class 24 contains 22502 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 198247 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729056.000000 Penalty: 106339.234375
Iteration 246Q: 31 clusters Score -1.947291e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2066 members 
Mstep: Class 3 contains 194388 members 
Mstep: Class 4 contains 9647 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202263 members 
Mstep: Class 7 contains 80886 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 51003 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 60158 members 
Mstep: Class 13 contains 85058 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 90983 members 
Mstep: Class 16 contains 101920 members 
Mstep: Class 17 contains 146136 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76515 members 
Mstep: Class 24 contains 22554 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 198235 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729344.000000 Penalty: 106339.234375
Iteration 247Q: 31 clusters Score -1.947293e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 194337 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202294 members 
Mstep: Class 7 contains 80818 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 50929 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 60681 members 
Mstep: Class 13 contains 84993 members 
Mstep: Class 14 contains 4463 members 
Mstep: Class 15 contains 90872 members 
Mstep: Class 16 contains 101863 members 
Mstep: Class 17 contains 146104 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 11394 members 
Mstep: Class 20 contains 21659 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76408 members 
Mstep: Class 24 contains 22600 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 198225 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729760.000000 Penalty: 106339.234375
Iteration 248Q: 31 clusters Score -1.947298e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 3 contains 194252 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202290 members 
Mstep: Class 7 contains 80744 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 50868 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 61192 members 
Mstep: Class 13 contains 84920 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 90764 members 
Mstep: Class 16 contains 101769 members 
Mstep: Class 17 contains 146086 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 21672 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76331 members 
Mstep: Class 24 contains 22658 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 198231 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729232.000000 Penalty: 106339.234375
Iteration 249Q: 31 clusters Score -1.947292e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2071 members 
Mstep: Class 3 contains 194166 members 
Mstep: Class 4 contains 9615 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 202260 members 
Mstep: Class 7 contains 80674 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 50813 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 61712 members 
Mstep: Class 13 contains 84853 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 90662 members 
Mstep: Class 16 contains 101669 members 
Mstep: Class 17 contains 146053 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 21679 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76255 members 
Mstep: Class 24 contains 22724 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198222 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729568.000000 Penalty: 106339.234375
Iteration 250Q: 31 clusters Score -1.947296e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 194120 members 
Mstep: Class 4 contains 9604 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202193 members 
Mstep: Class 7 contains 80600 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 50770 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 62231 members 
Mstep: Class 13 contains 84777 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 90559 members 
Mstep: Class 16 contains 101561 members 
Mstep: Class 17 contains 146004 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11392 members 
Mstep: Class 20 contains 21688 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76189 members 
Mstep: Class 24 contains 22788 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 198269 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729504.000000 Penalty: 106339.234375
Iteration 251Q: 31 clusters Score -1.947295e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2074 members 
Mstep: Class 3 contains 194029 members 
Mstep: Class 4 contains 9596 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202159 members 
Mstep: Class 7 contains 80541 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 50726 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 62737 members 
Mstep: Class 13 contains 84717 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 90475 members 
Mstep: Class 16 contains 101459 members 
Mstep: Class 17 contains 145963 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 20 contains 21685 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76111 members 
Mstep: Class 24 contains 22859 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198294 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729472.000000 Penalty: 106339.234375
Iteration 252Q: 31 clusters Score -1.947295e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 3 contains 193947 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202135 members 
Mstep: Class 7 contains 80485 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 50672 members 
Mstep: Class 11 contains 6877 members 
Mstep: Class 12 contains 63247 members 
Mstep: Class 13 contains 84660 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 90399 members 
Mstep: Class 16 contains 101356 members 
Mstep: Class 17 contains 145906 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11390 members 
Mstep: Class 20 contains 21680 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76032 members 
Mstep: Class 24 contains 22924 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 198333 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729504.000000 Penalty: 106339.234375
Iteration 253Q: 31 clusters Score -1.947295e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2076 members 
Mstep: Class 3 contains 193871 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202146 members 
Mstep: Class 7 contains 80436 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 50609 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 63742 members 
Mstep: Class 13 contains 84604 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 90309 members 
Mstep: Class 16 contains 101243 members 
Mstep: Class 17 contains 145851 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 21674 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75955 members 
Mstep: Class 24 contains 22982 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 198359 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728944.000000 Penalty: 106339.234375
Iteration 254Q: 31 clusters Score -1.947289e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 193827 members 
Mstep: Class 4 contains 9569 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202167 members 
Mstep: Class 7 contains 80384 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 50549 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 64233 members 
Mstep: Class 13 contains 84566 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 15 contains 90224 members 
Mstep: Class 16 contains 101113 members 
Mstep: Class 17 contains 145790 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 21680 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75883 members 
Mstep: Class 24 contains 23035 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6665 members 
Mstep: Class 28 contains 198351 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728912.000000 Penalty: 106339.234375
Iteration 255Q: 31 clusters Score -1.947289e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 193741 members 
Mstep: Class 4 contains 9558 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202192 members 
Mstep: Class 7 contains 80323 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 50502 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 64691 members 
Mstep: Class 13 contains 84502 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 90145 members 
Mstep: Class 16 contains 100995 members 
Mstep: Class 17 contains 145743 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 21694 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75818 members 
Mstep: Class 24 contains 23095 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 198349 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729024.000000 Penalty: 106339.234375
Iteration 256Q: 31 clusters Score -1.94729e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 193695 members 
Mstep: Class 4 contains 9549 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202181 members 
Mstep: Class 7 contains 80261 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 50444 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 65161 members 
Mstep: Class 13 contains 84445 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 90048 members 
Mstep: Class 16 contains 100890 members 
Mstep: Class 17 contains 145706 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 21709 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75766 members 
Mstep: Class 24 contains 23160 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 198322 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729264.000000 Penalty: 106339.234375
Iteration 257Q: 31 clusters Score -1.947293e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 193619 members 
Mstep: Class 4 contains 9549 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202163 members 
Mstep: Class 7 contains 80204 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 50383 members 
Mstep: Class 11 contains 6923 members 
Mstep: Class 12 contains 65584 members 
Mstep: Class 13 contains 84397 members 
Mstep: Class 14 contains 4318 members 
Mstep: Class 15 contains 89935 members 
Mstep: Class 16 contains 100783 members 
Mstep: Class 17 contains 145673 members 
Mstep: Class 18 contains 2767 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 21721 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75739 members 
Mstep: Class 24 contains 23232 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 198316 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729424.000000 Penalty: 106339.234375
Iteration 258Q: 31 clusters Score -1.947294e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 193565 members 
Mstep: Class 4 contains 9540 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202136 members 
Mstep: Class 7 contains 80163 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 50330 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 65994 members 
Mstep: Class 13 contains 84334 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 89819 members 
Mstep: Class 16 contains 100664 members 
Mstep: Class 17 contains 145634 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 21734 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75710 members 
Mstep: Class 24 contains 23316 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 198318 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729344.000000 Penalty: 106339.234375
Iteration 259Q: 31 clusters Score -1.947293e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 193512 members 
Mstep: Class 4 contains 9537 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202090 members 
Mstep: Class 7 contains 80119 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 50282 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 66413 members 
Mstep: Class 13 contains 84267 members 
Mstep: Class 14 contains 4306 members 
Mstep: Class 15 contains 89710 members 
Mstep: Class 16 contains 100551 members 
Mstep: Class 17 contains 145593 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 21750 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75681 members 
Mstep: Class 24 contains 23379 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 198352 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729344.000000 Penalty: 106339.234375
Iteration 260F: 31 clusters Score -1.947293e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 193502 members 
Mstep: Class 4 contains 9533 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 202039 members 
Mstep: Class 7 contains 80063 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 50248 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 66839 members 
Mstep: Class 13 contains 84196 members 
Mstep: Class 14 contains 4301 members 
Mstep: Class 15 contains 89591 members 
Mstep: Class 16 contains 100449 members 
Mstep: Class 17 contains 145532 members 
Mstep: Class 18 contains 2769 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 21766 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75656 members 
Mstep: Class 24 contains 23448 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 198387 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729232.000000 Penalty: 106339.234375
Iteration 261Q: 31 clusters Score -1.947292e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 193486 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201981 members 
Mstep: Class 7 contains 80004 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 50224 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 67289 members 
Mstep: Class 13 contains 84131 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 89475 members 
Mstep: Class 16 contains 100356 members 
Mstep: Class 17 contains 145482 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11373 members 
Mstep: Class 20 contains 21776 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75645 members 
Mstep: Class 24 contains 23527 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198434 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729808.000000 Penalty: 106339.234375
Iteration 262Q: 31 clusters Score -1.947298e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 193482 members 
Mstep: Class 4 contains 9528 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201897 members 
Mstep: Class 7 contains 79952 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 50184 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 67718 members 
Mstep: Class 13 contains 84082 members 
Mstep: Class 14 contains 4289 members 
Mstep: Class 15 contains 89366 members 
Mstep: Class 16 contains 100257 members 
Mstep: Class 17 contains 145426 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 21773 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75632 members 
Mstep: Class 24 contains 23604 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 198498 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729520.000000 Penalty: 106339.234375
Iteration 263Q: 31 clusters Score -1.947295e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 193455 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201838 members 
Mstep: Class 7 contains 79898 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 50140 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 68158 members 
Mstep: Class 13 contains 84035 members 
Mstep: Class 14 contains 4283 members 
Mstep: Class 15 contains 89271 members 
Mstep: Class 16 contains 100164 members 
Mstep: Class 17 contains 145361 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 21784 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75632 members 
Mstep: Class 24 contains 23679 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 198532 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729056.000000 Penalty: 106339.234375
Iteration 264Q: 31 clusters Score -1.947291e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 193403 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201778 members 
Mstep: Class 7 contains 79853 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 50095 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 68603 members 
Mstep: Class 13 contains 83970 members 
Mstep: Class 14 contains 4281 members 
Mstep: Class 15 contains 89179 members 
Mstep: Class 16 contains 100038 members 
Mstep: Class 17 contains 145315 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 21788 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75615 members 
Mstep: Class 24 contains 23759 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198604 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729120.000000 Penalty: 106339.234375
Iteration 265Q: 31 clusters Score -1.947291e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 193333 members 
Mstep: Class 4 contains 9511 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201776 members 
Mstep: Class 7 contains 79812 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 50050 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 69009 members 
Mstep: Class 13 contains 83922 members 
Mstep: Class 14 contains 4280 members 
Mstep: Class 15 contains 89081 members 
Mstep: Class 16 contains 99890 members 
Mstep: Class 17 contains 145262 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 21792 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75615 members 
Mstep: Class 24 contains 23839 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 198651 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728864.000000 Penalty: 106339.234375
Iteration 266Q: 31 clusters Score -1.947289e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 193283 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201720 members 
Mstep: Class 7 contains 79782 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 6978 members 
Mstep: Class 12 contains 69401 members 
Mstep: Class 13 contains 83858 members 
Mstep: Class 14 contains 4279 members 
Mstep: Class 15 contains 88990 members 
Mstep: Class 16 contains 99781 members 
Mstep: Class 17 contains 145201 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 21804 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75610 members 
Mstep: Class 24 contains 23913 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 198697 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728928.000000 Penalty: 106339.234375
Iteration 267Q: 31 clusters Score -1.947289e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 193220 members 
Mstep: Class 4 contains 9498 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201695 members 
Mstep: Class 7 contains 79751 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 49974 members 
Mstep: Class 11 contains 6978 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 83785 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 88910 members 
Mstep: Class 16 contains 99642 members 
Mstep: Class 17 contains 145138 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 21809 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75606 members 
Mstep: Class 24 contains 24008 members 
Mstep: Class 25 contains 986 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 198746 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728848.000000 Penalty: 106339.234375
Iteration 268Q: 31 clusters Score -1.947288e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 193224 members 
Mstep: Class 4 contains 9489 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201677 members 
Mstep: Class 7 contains 79709 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 49935 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 70159 members 
Mstep: Class 13 contains 83707 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 88814 members 
Mstep: Class 16 contains 99520 members 
Mstep: Class 17 contains 145085 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 21815 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75588 members 
Mstep: Class 24 contains 24086 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 198787 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728784.000000 Penalty: 106339.234375
Iteration 269Q: 31 clusters Score -1.947288e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 193225 members 
Mstep: Class 4 contains 9477 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201624 members 
Mstep: Class 7 contains 79666 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 49903 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 70537 members 
Mstep: Class 13 contains 83633 members 
Mstep: Class 14 contains 4277 members 
Mstep: Class 15 contains 88728 members 
Mstep: Class 16 contains 99396 members 
Mstep: Class 17 contains 145035 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 11387 members 
Mstep: Class 20 contains 21828 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75579 members 
Mstep: Class 24 contains 24170 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 198800 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728736.000000 Penalty: 106339.234375
Iteration 270Q: 31 clusters Score -1.947287e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 193117 members 
Mstep: Class 4 contains 9469 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201615 members 
Mstep: Class 7 contains 79622 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 49873 members 
Mstep: Class 11 contains 6986 members 
Mstep: Class 12 contains 70941 members 
Mstep: Class 13 contains 83558 members 
Mstep: Class 14 contains 4276 members 
Mstep: Class 15 contains 88657 members 
Mstep: Class 16 contains 99289 members 
Mstep: Class 17 contains 144971 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 21832 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75577 members 
Mstep: Class 24 contains 24248 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 198823 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 106339.234375
Iteration 271Q: 31 clusters Score -1.947281e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 192985 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201597 members 
Mstep: Class 7 contains 79583 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 49859 members 
Mstep: Class 11 contains 6994 members 
Mstep: Class 12 contains 71393 members 
Mstep: Class 13 contains 83473 members 
Mstep: Class 14 contains 4276 members 
Mstep: Class 15 contains 88578 members 
Mstep: Class 16 contains 99188 members 
Mstep: Class 17 contains 144921 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 21826 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75576 members 
Mstep: Class 24 contains 24332 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 198836 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 106339.234375
Iteration 272Q: 31 clusters Score -1.947281e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 192920 members 
Mstep: Class 4 contains 9459 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201548 members 
Mstep: Class 7 contains 79550 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 49840 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 71853 members 
Mstep: Class 13 contains 83398 members 
Mstep: Class 14 contains 4276 members 
Mstep: Class 15 contains 88488 members 
Mstep: Class 16 contains 99073 members 
Mstep: Class 17 contains 144870 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 21826 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75584 members 
Mstep: Class 24 contains 24425 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 198864 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728272.000000 Penalty: 106339.234375
Iteration 273Q: 31 clusters Score -1.947283e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 192861 members 
Mstep: Class 4 contains 9457 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201519 members 
Mstep: Class 7 contains 79499 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 49806 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 72289 members 
Mstep: Class 13 contains 83309 members 
Mstep: Class 14 contains 4274 members 
Mstep: Class 15 contains 88390 members 
Mstep: Class 16 contains 98937 members 
Mstep: Class 17 contains 144822 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 21824 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75600 members 
Mstep: Class 24 contains 24514 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 198883 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728144.000000 Penalty: 106339.234375
Iteration 274Q: 31 clusters Score -1.947281e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 192819 members 
Mstep: Class 4 contains 9453 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201463 members 
Mstep: Class 7 contains 79442 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 49777 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 72710 members 
Mstep: Class 13 contains 83237 members 
Mstep: Class 14 contains 4271 members 
Mstep: Class 15 contains 88283 members 
Mstep: Class 16 contains 98807 members 
Mstep: Class 17 contains 144770 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 21827 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75618 members 
Mstep: Class 24 contains 24593 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 198900 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 106339.234375
Iteration 275Q: 31 clusters Score -1.94728e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 192755 members 
Mstep: Class 4 contains 9444 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201425 members 
Mstep: Class 7 contains 79379 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 49747 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 73107 members 
Mstep: Class 13 contains 83171 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 88187 members 
Mstep: Class 16 contains 98682 members 
Mstep: Class 17 contains 144711 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 20 contains 21839 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75655 members 
Mstep: Class 24 contains 24672 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 198910 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 276Q: 31 clusters Score -1.947281e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 192726 members 
Mstep: Class 4 contains 9435 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201443 members 
Mstep: Class 7 contains 79312 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49714 members 
Mstep: Class 11 contains 6985 members 
Mstep: Class 12 contains 73526 members 
Mstep: Class 13 contains 83101 members 
Mstep: Class 14 contains 4260 members 
Mstep: Class 15 contains 88091 members 
Mstep: Class 16 contains 98567 members 
Mstep: Class 17 contains 144631 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 11389 members 
Mstep: Class 20 contains 21838 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75680 members 
Mstep: Class 24 contains 24746 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 198894 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727872.000000 Penalty: 106339.234375
Iteration 277Q: 31 clusters Score -1.947279e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192703 members 
Mstep: Class 4 contains 9430 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201421 members 
Mstep: Class 7 contains 79247 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49681 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 73958 members 
Mstep: Class 13 contains 83035 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 88023 members 
Mstep: Class 16 contains 98463 members 
Mstep: Class 17 contains 144535 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 21836 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75707 members 
Mstep: Class 24 contains 24819 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 198886 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727984.000000 Penalty: 106339.234375
Iteration 278Q: 31 clusters Score -1.94728e+08 nChanged 1872
Entering ConstructFrom: 
Score: -194727984.000000 Penalty: 106339.234375
Entering ConstructFrom: 
Trying to split cluster 1 (6037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Entering Unmasked Estep 
Score: -738646.625000 Penalty: 2159.004395
	Iteration 0F: 2 clusters Score -738646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -733436.562500 Penalty: 4318.008789
	Iteration 0F: 3 clusters Score -733436.6 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -734707.000000 Penalty: 4318.008789
	Iteration 1F: 3 clusters Score -734707 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -734940.750000 Penalty: 4318.008789
	Iteration 2F: 3 clusters Score -734940.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -735094.375000 Penalty: 4318.008789
	Iteration 3F: 3 clusters Score -735094.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -735224.187500 Penalty: 4318.008789
	Iteration 4Q: 3 clusters Score -735224.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -735333.375000 Penalty: 4318.008789
	Iteration 5Q: 3 clusters Score -735333.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -735421.875000 Penalty: 4318.008789
	Iteration 6Q: 3 clusters Score -735421.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -735498.625000 Penalty: 4318.008789
	Iteration 7Q: 3 clusters Score -735498.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -735571.125000 Penalty: 4318.008789
	Iteration 8Q: 3 clusters Score -735571.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -735638.187500 Penalty: 4318.008789
	Iteration 9Q: 3 clusters Score -735638.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -735701.250000 Penalty: 4318.008789
	Iteration 10Q: 3 clusters Score -735701.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -735778.687500 Penalty: 4318.008789
	Iteration 11Q: 3 clusters Score -735778.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -735857.500000 Penalty: 4318.008789
	Iteration 12Q: 3 clusters Score -735857.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -735926.062500 Penalty: 4318.008789
	Iteration 13Q: 3 clusters Score -735926.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -735995.750000 Penalty: 4318.008789
	Iteration 14Q: 3 clusters Score -735995.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -736073.687500 Penalty: 4318.008789
	Iteration 15Q: 3 clusters Score -736073.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -736157.375000 Penalty: 4318.008789
	Iteration 16Q: 3 clusters Score -736157.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -736233.000000 Penalty: 4318.008789
	Iteration 17Q: 3 clusters Score -736233 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -736307.562500 Penalty: 4318.008789
	Iteration 18Q: 3 clusters Score -736307.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -736373.625000 Penalty: 4318.008789
	Iteration 19Q: 3 clusters Score -736373.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -736448.937500 Penalty: 4318.008789
	Iteration 20F: 3 clusters Score -736448.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -736531.000000 Penalty: 4318.008789
	Iteration 21Q: 3 clusters Score -736531 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -736598.500000 Penalty: 4318.008789
	Iteration 22Q: 3 clusters Score -736598.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -736645.250000 Penalty: 4318.008789
	Iteration 23Q: 3 clusters Score -736645.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -736680.812500 Penalty: 4318.008789
	Iteration 24Q: 3 clusters Score -736680.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -736717.312500 Penalty: 4318.008789
	Iteration 25Q: 3 clusters Score -736717.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -736764.125000 Penalty: 4318.008789
	Iteration 26Q: 3 clusters Score -736764.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -736811.125000 Penalty: 4318.008789
	Iteration 27Q: 3 clusters Score -736811.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -736852.812500 Penalty: 4318.008789
	Iteration 28Q: 3 clusters Score -736852.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -736873.562500 Penalty: 4318.008789
	Iteration 29Q: 3 clusters Score -736873.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -736893.812500 Penalty: 4318.008789
	Iteration 30Q: 3 clusters Score -736893.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -736908.062500 Penalty: 4318.008789
	Iteration 31Q: 3 clusters Score -736908.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -736923.375000 Penalty: 4318.008789
	Iteration 32Q: 3 clusters Score -736923.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -736939.875000 Penalty: 4318.008789
	Iteration 33Q: 3 clusters Score -736939.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -736949.437500 Penalty: 4318.008789
	Iteration 34Q: 3 clusters Score -736949.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -736958.187500 Penalty: 4318.008789
	Iteration 35Q: 3 clusters Score -736958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -736968.625000 Penalty: 4318.008789
	Iteration 36Q: 3 clusters Score -736968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -736972.250000 Penalty: 4318.008789
	Iteration 37Q: 3 clusters Score -736972.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -736974.437500 Penalty: 4318.008789
	Iteration 38Q: 3 clusters Score -736974.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -736976.625000 Penalty: 4318.008789
	Iteration 39Q: 3 clusters Score -736976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -736980.437500 Penalty: 4318.008789
	Iteration 40F: 3 clusters Score -736980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -736982.937500 Penalty: 4318.008789
	Iteration 41Q: 3 clusters Score -736982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -736982.750000 Penalty: 4318.008789
	Iteration 42Q: 3 clusters Score -736982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -736987.062500 Penalty: 4318.008789
	Iteration 43Q: 3 clusters Score -736987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -736988.187500 Penalty: 4318.008789
	Iteration 44Q: 3 clusters Score -736988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -736989.875000 Penalty: 4318.008789
	Iteration 45Q: 3 clusters Score -736989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -736992.625000 Penalty: 4318.008789
	Iteration 46Q: 3 clusters Score -736992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -736996.937500 Penalty: 4318.008789
	Iteration 47Q: 3 clusters Score -736996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -736996.687500 Penalty: 4318.008789
	Iteration 48Q: 3 clusters Score -736996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -736996.875000 Penalty: 4318.008789
	Iteration 49Q: 3 clusters Score -736996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -736998.062500 Penalty: 4318.008789
	Iteration 50Q: 3 clusters Score -736998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -737001.250000 Penalty: 4318.008789
	Iteration 51Q: 3 clusters Score -737001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -737000.375000 Penalty: 4318.008789
	Iteration 52Q: 3 clusters Score -737000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -737001.812500 Penalty: 4318.008789
	Iteration 53Q: 3 clusters Score -737001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -737003.625000 Penalty: 4318.008789
	Iteration 54Q: 3 clusters Score -737003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -737003.812500 Penalty: 4318.008789
	Iteration 55Q: 3 clusters Score -737003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -737003.750000 Penalty: 4318.008789
	Iteration 56Q: 3 clusters Score -737003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -737004.500000 Penalty: 4318.008789
	Iteration 57Q: 3 clusters Score -737004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -737006.625000 Penalty: 4318.008789
	Iteration 58Q: 3 clusters Score -737006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -737005.500000 Penalty: 4318.008789
	Iteration 59Q: 3 clusters Score -737005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -737005.500000 Penalty: 4318.008789
	Iteration 60F: 3 clusters Score -737005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -265174.031250 Penalty: 1895.702515
	Iteration 0F: 2 clusters Score -265174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -262477.718750 Penalty: 3791.405029
	Iteration 0F: 3 clusters Score -262477.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -262949.718750 Penalty: 3791.405029
	Iteration 1F: 3 clusters Score -262949.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -263058.437500 Penalty: 3791.405029
	Iteration 2F: 3 clusters Score -263058.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -263107.062500 Penalty: 3791.405029
	Iteration 3Q: 3 clusters Score -263107.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -263133.125000 Penalty: 3791.405029
	Iteration 4Q: 3 clusters Score -263133.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -263155.937500 Penalty: 3791.405029
	Iteration 5Q: 3 clusters Score -263155.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -263169.000000 Penalty: 3791.405029
	Iteration 6Q: 3 clusters Score -263169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -263180.593750 Penalty: 3791.405029
	Iteration 7Q: 3 clusters Score -263180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -263192.125000 Penalty: 3791.405029
	Iteration 8Q: 3 clusters Score -263192.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -263205.718750 Penalty: 3791.405029
	Iteration 9Q: 3 clusters Score -263205.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -263219.156250 Penalty: 3791.405029
	Iteration 10Q: 3 clusters Score -263219.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -263225.562500 Penalty: 3791.405029
	Iteration 11Q: 3 clusters Score -263225.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -263230.312500 Penalty: 3791.405029
	Iteration 12Q: 3 clusters Score -263230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -263230.906250 Penalty: 3791.405029
	Iteration 13Q: 3 clusters Score -263230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -263230.906250 Penalty: 3791.405029
	Iteration 14F: 3 clusters Score -263230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (192653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192653 members 
Entering Unmasked Estep 
Score: -23799802.000000 Penalty: 3017.824219
	Iteration 0F: 2 clusters Score -2.37998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -23675806.000000 Penalty: 6035.648438
	Iteration 0F: 3 clusters Score -2.367581e+07 nChanged 92375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -23729158.000000 Penalty: 6035.648438
	Iteration 1F: 3 clusters Score -2.372916e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102371 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -23730232.000000 Penalty: 6035.648438
	Iteration 2Q: 3 clusters Score -2.373023e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -23731724.000000 Penalty: 6035.648438
	Iteration 3Q: 3 clusters Score -2.373172e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -23733744.000000 Penalty: 6035.648438
	Iteration 4Q: 3 clusters Score -2.373374e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119307 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -23737742.000000 Penalty: 6035.648438
	Iteration 5Q: 3 clusters Score -2.373774e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131074 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -23745236.000000 Penalty: 6035.648438
	Iteration 6F: 3 clusters Score -2.374524e+07 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -23758046.000000 Penalty: 6035.648438
	Iteration 7F: 3 clusters Score -2.375805e+07 nChanged 18067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164981 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -23774056.000000 Penalty: 6035.648438
	Iteration 8F: 3 clusters Score -2.377406e+07 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179872 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -23786938.000000 Penalty: 6035.648438
	Iteration 9F: 3 clusters Score -2.378694e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -23793380.000000 Penalty: 6035.648438
	Iteration 10Q: 3 clusters Score -2.379338e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -23795840.000000 Penalty: 6035.648438
	Iteration 11Q: 3 clusters Score -2.379584e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191954 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23796654.000000 Penalty: 6035.648438
	Iteration 12Q: 3 clusters Score -2.379665e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192182 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -23796898.000000 Penalty: 6035.648438
	Iteration 13Q: 3 clusters Score -2.37969e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23796982.000000 Penalty: 6035.648438
	Iteration 14Q: 3 clusters Score -2.379698e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23797070.000000 Penalty: 6035.648438
	Iteration 15Q: 3 clusters Score -2.379707e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23797080.000000 Penalty: 6035.648438
	Iteration 16Q: 3 clusters Score -2.379708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23797104.000000 Penalty: 6035.648438
	Iteration 17Q: 3 clusters Score -2.37971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23797120.000000 Penalty: 6035.648438
	Iteration 18Q: 3 clusters Score -2.379712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23797142.000000 Penalty: 6035.648438
	Iteration 19Q: 3 clusters Score -2.379714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23797152.000000 Penalty: 6035.648438
	Iteration 20F: 3 clusters Score -2.379715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23797168.000000 Penalty: 6035.648438
	Iteration 21Q: 3 clusters Score -2.379717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23797174.000000 Penalty: 6035.648438
	Iteration 22Q: 3 clusters Score -2.379717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192340 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23797196.000000 Penalty: 6035.648438
	Iteration 23Q: 3 clusters Score -2.37972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192344 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23797182.000000 Penalty: 6035.648438
	Iteration 24Q: 3 clusters Score -2.379718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192346 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23797194.000000 Penalty: 6035.648438
	Iteration 25Q: 3 clusters Score -2.379719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192348 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23797208.000000 Penalty: 6035.648438
	Iteration 26Q: 3 clusters Score -2.379721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192350 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23797212.000000 Penalty: 6035.648438
	Iteration 27Q: 3 clusters Score -2.379721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23797212.000000 Penalty: 6035.648438
	Iteration 28Q: 3 clusters Score -2.379721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192354 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -23797222.000000 Penalty: 6035.648438
	Iteration 29Q: 3 clusters Score -2.379722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23797234.000000 Penalty: 6035.648438
	Iteration 30Q: 3 clusters Score -2.379723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192360 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23797230.000000 Penalty: 6035.648438
	Iteration 31Q: 3 clusters Score -2.379723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23797242.000000 Penalty: 6035.648438
	Iteration 32Q: 3 clusters Score -2.379724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192359 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -23797236.000000 Penalty: 6035.648438
	Iteration 33Q: 3 clusters Score -2.379724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23797230.000000 Penalty: 6035.648438
	Iteration 34Q: 3 clusters Score -2.379723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192356 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23797228.000000 Penalty: 6035.648438
	Iteration 35Q: 3 clusters Score -2.379723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192356 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -23797228.000000 Penalty: 6035.648438
	Iteration 36F: 3 clusters Score -2.379723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Entering Unmasked Estep 
Score: -1073757.375000 Penalty: 2269.478027
	Iteration 0F: 2 clusters Score -1073757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1066556.875000 Penalty: 4538.956055
	Iteration 0F: 3 clusters Score -1066557 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1068720.250000 Penalty: 4538.956055
	Iteration 1F: 3 clusters Score -1068720 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1069123.750000 Penalty: 4538.956055
	Iteration 2F: 3 clusters Score -1069124 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1069437.125000 Penalty: 4538.956055
	Iteration 3F: 3 clusters Score -1069437 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1069706.250000 Penalty: 4538.956055
	Iteration 4Q: 3 clusters Score -1069706 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1069928.375000 Penalty: 4538.956055
	Iteration 5Q: 3 clusters Score -1069928 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1070123.625000 Penalty: 4538.956055
	Iteration 6Q: 3 clusters Score -1070124 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1070323.000000 Penalty: 4538.956055
	Iteration 7Q: 3 clusters Score -1070323 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1070506.750000 Penalty: 4538.956055
	Iteration 8Q: 3 clusters Score -1070507 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1070681.625000 Penalty: 4538.956055
	Iteration 9Q: 3 clusters Score -1070682 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1070855.000000 Penalty: 4538.956055
	Iteration 10Q: 3 clusters Score -1070855 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1071032.500000 Penalty: 4538.956055
	Iteration 11Q: 3 clusters Score -1071032 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1071173.125000 Penalty: 4538.956055
	Iteration 12Q: 3 clusters Score -1071173 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1071322.750000 Penalty: 4538.956055
	Iteration 13Q: 3 clusters Score -1071323 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1071483.125000 Penalty: 4538.956055
	Iteration 14Q: 3 clusters Score -1071483 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1071609.750000 Penalty: 4538.956055
	Iteration 15Q: 3 clusters Score -1071610 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1071730.250000 Penalty: 4538.956055
	Iteration 16Q: 3 clusters Score -1071730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1071813.125000 Penalty: 4538.956055
	Iteration 17Q: 3 clusters Score -1071813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1071893.250000 Penalty: 4538.956055
	Iteration 18Q: 3 clusters Score -1071893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1071972.125000 Penalty: 4538.956055
	Iteration 19Q: 3 clusters Score -1071972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1072056.375000 Penalty: 4538.956055
	Iteration 20F: 3 clusters Score -1072056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1072148.000000 Penalty: 4538.956055
	Iteration 21Q: 3 clusters Score -1072148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1072242.750000 Penalty: 4538.956055
	Iteration 22Q: 3 clusters Score -1072243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1072335.625000 Penalty: 4538.956055
	Iteration 23Q: 3 clusters Score -1072336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1072412.875000 Penalty: 4538.956055
	Iteration 24Q: 3 clusters Score -1072413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1072463.875000 Penalty: 4538.956055
	Iteration 25Q: 3 clusters Score -1072464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1072490.125000 Penalty: 4538.956055
	Iteration 26Q: 3 clusters Score -1072490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1072509.000000 Penalty: 4538.956055
	Iteration 27Q: 3 clusters Score -1072509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1072523.125000 Penalty: 4538.956055
	Iteration 28Q: 3 clusters Score -1072523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1072534.125000 Penalty: 4538.956055
	Iteration 29Q: 3 clusters Score -1072534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1072541.750000 Penalty: 4538.956055
	Iteration 30Q: 3 clusters Score -1072542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1072547.125000 Penalty: 4538.956055
	Iteration 31Q: 3 clusters Score -1072547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1072549.750000 Penalty: 4538.956055
	Iteration 32Q: 3 clusters Score -1072550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1072550.750000 Penalty: 4538.956055
	Iteration 33Q: 3 clusters Score -1072551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1072550.750000 Penalty: 4538.956055
	Iteration 34F: 3 clusters Score -1072551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -86150.187500 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -86150.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84442.015625 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -84442.02 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84653.656250 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -84653.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84712.906250 Penalty: 3286.194580
	Iteration 2Q: 3 clusters Score -84712.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84773.117188 Penalty: 3286.194580
	Iteration 3Q: 3 clusters Score -84773.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84828.171875 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -84828.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84890.765625 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -84890.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84931.398438 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -84931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84949.945312 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -84949.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84965.226562 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -84965.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84969.734375 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -84969.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84970.765625 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -84970.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84974.375000 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -84974.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84976.023438 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -84976.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84978.703125 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -84978.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84982.781250 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -84982.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84982.781250 Penalty: 3286.194580
	Iteration 15F: 3 clusters Score -84982.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201397 members 
Entering Unmasked Estep 
Score: -24910682.000000 Penalty: 3028.832275
	Iteration 0F: 2 clusters Score -2.491068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -24785568.000000 Penalty: 6057.664551
	Iteration 0F: 3 clusters Score -2.478557e+07 nChanged 96922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -24842430.000000 Penalty: 6057.664551
	Iteration 1F: 3 clusters Score -2.484243e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -24843290.000000 Penalty: 6057.664551
	Iteration 2Q: 3 clusters Score -2.484329e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -24844448.000000 Penalty: 6057.664551
	Iteration 3Q: 3 clusters Score -2.484445e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -24845942.000000 Penalty: 6057.664551
	Iteration 4Q: 3 clusters Score -2.484594e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 117927 members 
Entering Unmasked Estep 
Score: -24848470.000000 Penalty: 6057.664551
	Iteration 5Q: 3 clusters Score -2.484847e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -24852988.000000 Penalty: 6057.664551
	Iteration 6Q: 3 clusters Score -2.485299e+07 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -24861534.000000 Penalty: 6057.664551
	Iteration 7F: 3 clusters Score -2.486153e+07 nChanged 16749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 156719 members 
Entering Unmasked Estep 
Score: -24874114.000000 Penalty: 6057.664551
	Iteration 8F: 3 clusters Score -2.487411e+07 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -24888146.000000 Penalty: 6057.664551
	Iteration 9F: 3 clusters Score -2.488815e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 189312 members 
Entering Unmasked Estep 
Score: -24899328.000000 Penalty: 6057.664551
	Iteration 10F: 3 clusters Score -2.489933e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 197418 members 
Entering Unmasked Estep 
Score: -24905104.000000 Penalty: 6057.664551
	Iteration 11Q: 3 clusters Score -2.49051e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 200238 members 
Entering Unmasked Estep 
Score: -24906966.000000 Penalty: 6057.664551
	Iteration 12Q: 3 clusters Score -2.490697e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 200983 members 
Entering Unmasked Estep 
Score: -24907626.000000 Penalty: 6057.664551
	Iteration 13Q: 3 clusters Score -2.490763e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 201126 members 
Entering Unmasked Estep 
Score: -24907844.000000 Penalty: 6057.664551
	Iteration 14Q: 3 clusters Score -2.490784e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 201164 members 
Entering Unmasked Estep 
Score: -24907908.000000 Penalty: 6057.664551
	Iteration 15Q: 3 clusters Score -2.490791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 201174 members 
Entering Unmasked Estep 
Score: -24907914.000000 Penalty: 6057.664551
	Iteration 16Q: 3 clusters Score -2.490791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201184 members 
Entering Unmasked Estep 
Score: -24907922.000000 Penalty: 6057.664551
	Iteration 17Q: 3 clusters Score -2.490792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201188 members 
Entering Unmasked Estep 
Score: -24907924.000000 Penalty: 6057.664551
	Iteration 18Q: 3 clusters Score -2.490792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201192 members 
Entering Unmasked Estep 
Score: -24907940.000000 Penalty: 6057.664551
	Iteration 19Q: 3 clusters Score -2.490794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 201192 members 
Entering Unmasked Estep 
Score: -24907950.000000 Penalty: 6057.664551
	Iteration 20F: 3 clusters Score -2.490795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201198 members 
Entering Unmasked Estep 
Score: -24907952.000000 Penalty: 6057.664551
	Iteration 21Q: 3 clusters Score -2.490795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201198 members 
Entering Unmasked Estep 
Score: -24907958.000000 Penalty: 6057.664551
	Iteration 22Q: 3 clusters Score -2.490796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201199 members 
Entering Unmasked Estep 
Score: -24907964.000000 Penalty: 6057.664551
	Iteration 23Q: 3 clusters Score -2.490796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201201 members 
Entering Unmasked Estep 
Score: -24907964.000000 Penalty: 6057.664551
	Iteration 24Q: 3 clusters Score -2.490796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201202 members 
Entering Unmasked Estep 
Score: -24907978.000000 Penalty: 6057.664551
	Iteration 25Q: 3 clusters Score -2.490798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 201202 members 
Entering Unmasked Estep 
Score: -24907978.000000 Penalty: 6057.664551
	Iteration 26F: 3 clusters Score -2.490798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Entering Unmasked Estep 
Score: -9849371.000000 Penalty: 2797.338867
	Iteration 0F: 2 clusters Score -9849371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -9796470.000000 Penalty: 5594.677734
	Iteration 0F: 3 clusters Score -9796470 nChanged 37237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9817385.000000 Penalty: 5594.677734
	Iteration 1F: 3 clusters Score -9817385 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -9818153.000000 Penalty: 5594.677734
	Iteration 2Q: 3 clusters Score -9818153 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -9819034.000000 Penalty: 5594.677734
	Iteration 3Q: 3 clusters Score -9819034 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -9820302.000000 Penalty: 5594.677734
	Iteration 4Q: 3 clusters Score -9820302 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -9822441.000000 Penalty: 5594.677734
	Iteration 5F: 3 clusters Score -9822441 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -9825976.000000 Penalty: 5594.677734
	Iteration 6F: 3 clusters Score -9825976 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -9830804.000000 Penalty: 5594.677734
	Iteration 7F: 3 clusters Score -9830804 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 64740 members 
Entering Unmasked Estep 
Score: -9836280.000000 Penalty: 5594.677734
	Iteration 8F: 3 clusters Score -9836280 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -9840840.000000 Penalty: 5594.677734
	Iteration 9F: 3 clusters Score -9840840 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -9843635.000000 Penalty: 5594.677734
	Iteration 10Q: 3 clusters Score -9843635 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -9845415.000000 Penalty: 5594.677734
	Iteration 11Q: 3 clusters Score -9845415 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -9846437.000000 Penalty: 5594.677734
	Iteration 12Q: 3 clusters Score -9846437 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -9846958.000000 Penalty: 5594.677734
	Iteration 13Q: 3 clusters Score -9846958 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -9847301.000000 Penalty: 5594.677734
	Iteration 14Q: 3 clusters Score -9847301 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -9847496.000000 Penalty: 5594.677734
	Iteration 15Q: 3 clusters Score -9847496 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 76706 members 
Entering Unmasked Estep 
Score: -9847567.000000 Penalty: 5594.677734
	Iteration 16Q: 3 clusters Score -9847567 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -9847685.000000 Penalty: 5594.677734
	Iteration 17Q: 3 clusters Score -9847685 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -9847752.000000 Penalty: 5594.677734
	Iteration 18Q: 3 clusters Score -9847752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -9847774.000000 Penalty: 5594.677734
	Iteration 19Q: 3 clusters Score -9847774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -9847764.000000 Penalty: 5594.677734
	Iteration 20F: 3 clusters Score -9847764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -9847770.000000 Penalty: 5594.677734
	Iteration 21Q: 3 clusters Score -9847770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -9847773.000000 Penalty: 5594.677734
	Iteration 22Q: 3 clusters Score -9847773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -9847789.000000 Penalty: 5594.677734
	Iteration 23Q: 3 clusters Score -9847789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -9847787.000000 Penalty: 5594.677734
	Iteration 24Q: 3 clusters Score -9847787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -9847783.000000 Penalty: 5594.677734
	Iteration 25Q: 3 clusters Score -9847783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 77171 members 
Entering Unmasked Estep 
Score: -9847787.000000 Penalty: 5594.677734
	Iteration 26Q: 3 clusters Score -9847787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -9847779.000000 Penalty: 5594.677734
	Iteration 27Q: 3 clusters Score -9847779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -9847787.000000 Penalty: 5594.677734
	Iteration 28Q: 3 clusters Score -9847787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -9847797.000000 Penalty: 5594.677734
	Iteration 29Q: 3 clusters Score -9847797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -9847801.000000 Penalty: 5594.677734
	Iteration 30Q: 3 clusters Score -9847801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -9847808.000000 Penalty: 5594.677734
	Iteration 31Q: 3 clusters Score -9847808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -9847800.000000 Penalty: 5594.677734
	Iteration 32Q: 3 clusters Score -9847800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -9847796.000000 Penalty: 5594.677734
	Iteration 33Q: 3 clusters Score -9847796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -9847806.000000 Penalty: 5594.677734
	Iteration 34Q: 3 clusters Score -9847806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -9847799.000000 Penalty: 5594.677734
	Iteration 35Q: 3 clusters Score -9847799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -9847800.000000 Penalty: 5594.677734
	Iteration 36Q: 3 clusters Score -9847800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -9847798.000000 Penalty: 5594.677734
	Iteration 37Q: 3 clusters Score -9847798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -9847804.000000 Penalty: 5594.677734
	Iteration 38Q: 3 clusters Score -9847804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -9847807.000000 Penalty: 5594.677734
	Iteration 39Q: 3 clusters Score -9847807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -9847809.000000 Penalty: 5594.677734
	Iteration 40F: 3 clusters Score -9847809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -117160.140625 Penalty: 1741.228760
	Iteration 0F: 2 clusters Score -117160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -115229.617188 Penalty: 3482.457520
	Iteration 0F: 3 clusters Score -115229.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115594.421875 Penalty: 3482.457520
	Iteration 1F: 3 clusters Score -115594.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -115701.578125 Penalty: 3482.457520
	Iteration 2F: 3 clusters Score -115701.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -115771.648438 Penalty: 3482.457520
	Iteration 3Q: 3 clusters Score -115771.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -115837.281250 Penalty: 3482.457520
	Iteration 4Q: 3 clusters Score -115837.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -115888.648438 Penalty: 3482.457520
	Iteration 5Q: 3 clusters Score -115888.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115948.578125 Penalty: 3482.457520
	Iteration 6Q: 3 clusters Score -115948.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -115990.242188 Penalty: 3482.457520
	Iteration 7Q: 3 clusters Score -115990.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -116030.500000 Penalty: 3482.457520
	Iteration 8Q: 3 clusters Score -116030.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -116061.335938 Penalty: 3482.457520
	Iteration 9Q: 3 clusters Score -116061.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116091.101562 Penalty: 3482.457520
	Iteration 10Q: 3 clusters Score -116091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -116097.203125 Penalty: 3482.457520
	Iteration 11Q: 3 clusters Score -116097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -116108.296875 Penalty: 3482.457520
	Iteration 12Q: 3 clusters Score -116108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116116.406250 Penalty: 3482.457520
	Iteration 13Q: 3 clusters Score -116116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116131.437500 Penalty: 3482.457520
	Iteration 14Q: 3 clusters Score -116131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -116147.929688 Penalty: 3482.457520
	Iteration 15Q: 3 clusters Score -116147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -116165.921875 Penalty: 3482.457520
	Iteration 16Q: 3 clusters Score -116165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -116188.984375 Penalty: 3482.457520
	Iteration 17Q: 3 clusters Score -116189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116195.414062 Penalty: 3482.457520
	Iteration 18Q: 3 clusters Score -116195.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -116203.539062 Penalty: 3482.457520
	Iteration 19Q: 3 clusters Score -116203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116208.203125 Penalty: 3482.457520
	Iteration 20F: 3 clusters Score -116208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -116209.507812 Penalty: 3482.457520
	Iteration 21Q: 3 clusters Score -116209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -116212.070312 Penalty: 3482.457520
	Iteration 22Q: 3 clusters Score -116212.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -116212.070312 Penalty: 3482.457520
	Iteration 23F: 3 clusters Score -116212.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -371324.843750 Penalty: 1990.084717
	Iteration 0F: 2 clusters Score -371324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368035.156250 Penalty: 3980.169434
	Iteration 0F: 3 clusters Score -368035.2 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368692.187500 Penalty: 3980.169434
	Iteration 1F: 3 clusters Score -368692.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -368844.687500 Penalty: 3980.169434
	Iteration 2F: 3 clusters Score -368844.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -368926.281250 Penalty: 3980.169434
	Iteration 3Q: 3 clusters Score -368926.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -368996.718750 Penalty: 3980.169434
	Iteration 4Q: 3 clusters Score -368996.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369035.343750 Penalty: 3980.169434
	Iteration 5Q: 3 clusters Score -369035.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -369058.968750 Penalty: 3980.169434
	Iteration 6Q: 3 clusters Score -369059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -369081.218750 Penalty: 3980.169434
	Iteration 7Q: 3 clusters Score -369081.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -369098.531250 Penalty: 3980.169434
	Iteration 8Q: 3 clusters Score -369098.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -369110.125000 Penalty: 3980.169434
	Iteration 9Q: 3 clusters Score -369110.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -369114.625000 Penalty: 3980.169434
	Iteration 10Q: 3 clusters Score -369114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -369118.187500 Penalty: 3980.169434
	Iteration 11Q: 3 clusters Score -369118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -369122.250000 Penalty: 3980.169434
	Iteration 12Q: 3 clusters Score -369122.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -369127.375000 Penalty: 3980.169434
	Iteration 13Q: 3 clusters Score -369127.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369134.500000 Penalty: 3980.169434
	Iteration 14Q: 3 clusters Score -369134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -369138.250000 Penalty: 3980.169434
	Iteration 15Q: 3 clusters Score -369138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -369143.156250 Penalty: 3980.169434
	Iteration 16Q: 3 clusters Score -369143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -369145.125000 Penalty: 3980.169434
	Iteration 17Q: 3 clusters Score -369145.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -369147.437500 Penalty: 3980.169434
	Iteration 18Q: 3 clusters Score -369147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -369148.875000 Penalty: 3980.169434
	Iteration 19Q: 3 clusters Score -369148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -369151.031250 Penalty: 3980.169434
	Iteration 20F: 3 clusters Score -369151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -369151.468750 Penalty: 3980.169434
	Iteration 21Q: 3 clusters Score -369151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -369152.875000 Penalty: 3980.169434
	Iteration 22Q: 3 clusters Score -369152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -369152.875000 Penalty: 3980.169434
	Iteration 23F: 3 clusters Score -369152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Entering Unmasked Estep 
Score: -6173052.500000 Penalty: 2681.552979
	Iteration 0F: 2 clusters Score -6173052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6139408.000000 Penalty: 5363.105957
	Iteration 0F: 3 clusters Score -6139408 nChanged 23075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -6152034.500000 Penalty: 5363.105957
	Iteration 1F: 3 clusters Score -6152034 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -6152619.000000 Penalty: 5363.105957
	Iteration 2Q: 3 clusters Score -6152619 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6153182.500000 Penalty: 5363.105957
	Iteration 3Q: 3 clusters Score -6153182 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6153875.000000 Penalty: 5363.105957
	Iteration 4Q: 3 clusters Score -6153875 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6154856.000000 Penalty: 5363.105957
	Iteration 5Q: 3 clusters Score -6154856 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -6156213.000000 Penalty: 5363.105957
	Iteration 6F: 3 clusters Score -6156213 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -6158385.500000 Penalty: 5363.105957
	Iteration 7F: 3 clusters Score -6158386 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -6161401.000000 Penalty: 5363.105957
	Iteration 8F: 3 clusters Score -6161401 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6164890.500000 Penalty: 5363.105957
	Iteration 9F: 3 clusters Score -6164890 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6167940.000000 Penalty: 5363.105957
	Iteration 10F: 3 clusters Score -6167940 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6169518.500000 Penalty: 5363.105957
	Iteration 11Q: 3 clusters Score -6169518 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -6170015.500000 Penalty: 5363.105957
	Iteration 12Q: 3 clusters Score -6170016 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6170178.500000 Penalty: 5363.105957
	Iteration 13Q: 3 clusters Score -6170178 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6170286.000000 Penalty: 5363.105957
	Iteration 14Q: 3 clusters Score -6170286 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -6170356.000000 Penalty: 5363.105957
	Iteration 15Q: 3 clusters Score -6170356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -6170418.000000 Penalty: 5363.105957
	Iteration 16Q: 3 clusters Score -6170418 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6170476.500000 Penalty: 5363.105957
	Iteration 17Q: 3 clusters Score -6170476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -6170500.500000 Penalty: 5363.105957
	Iteration 18Q: 3 clusters Score -6170500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -6170547.000000 Penalty: 5363.105957
	Iteration 19Q: 3 clusters Score -6170547 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -6170587.000000 Penalty: 5363.105957
	Iteration 20F: 3 clusters Score -6170587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -6170614.000000 Penalty: 5363.105957
	Iteration 21Q: 3 clusters Score -6170614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6170648.500000 Penalty: 5363.105957
	Iteration 22Q: 3 clusters Score -6170648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -6170686.500000 Penalty: 5363.105957
	Iteration 23Q: 3 clusters Score -6170686 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -6170707.000000 Penalty: 5363.105957
	Iteration 24Q: 3 clusters Score -6170707 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6170735.000000 Penalty: 5363.105957
	Iteration 25Q: 3 clusters Score -6170735 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6170746.500000 Penalty: 5363.105957
	Iteration 26Q: 3 clusters Score -6170746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6170756.000000 Penalty: 5363.105957
	Iteration 27Q: 3 clusters Score -6170756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -6170779.500000 Penalty: 5363.105957
	Iteration 28Q: 3 clusters Score -6170780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6170786.500000 Penalty: 5363.105957
	Iteration 29Q: 3 clusters Score -6170786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -6170813.000000 Penalty: 5363.105957
	Iteration 30Q: 3 clusters Score -6170813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6170844.000000 Penalty: 5363.105957
	Iteration 31Q: 3 clusters Score -6170844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6170873.000000 Penalty: 5363.105957
	Iteration 32Q: 3 clusters Score -6170873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6170881.000000 Penalty: 5363.105957
	Iteration 33Q: 3 clusters Score -6170881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -6170895.500000 Penalty: 5363.105957
	Iteration 34Q: 3 clusters Score -6170896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -6170912.000000 Penalty: 5363.105957
	Iteration 35Q: 3 clusters Score -6170912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -6170920.000000 Penalty: 5363.105957
	Iteration 36Q: 3 clusters Score -6170920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6170907.500000 Penalty: 5363.105957
	Iteration 37Q: 3 clusters Score -6170908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6170906.500000 Penalty: 5363.105957
	Iteration 38Q: 3 clusters Score -6170906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6170917.000000 Penalty: 5363.105957
	Iteration 39Q: 3 clusters Score -6170917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -6170931.500000 Penalty: 5363.105957
	Iteration 40F: 3 clusters Score -6170932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6170926.000000 Penalty: 5363.105957
	Iteration 41Q: 3 clusters Score -6170926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6170930.500000 Penalty: 5363.105957
	Iteration 42Q: 3 clusters Score -6170930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6170935.000000 Penalty: 5363.105957
	Iteration 43Q: 3 clusters Score -6170935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -6170938.500000 Penalty: 5363.105957
	Iteration 44Q: 3 clusters Score -6170938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6170950.000000 Penalty: 5363.105957
	Iteration 45Q: 3 clusters Score -6170950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6170957.500000 Penalty: 5363.105957
	Iteration 46Q: 3 clusters Score -6170958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6170964.000000 Penalty: 5363.105957
	Iteration 47Q: 3 clusters Score -6170964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6170969.000000 Penalty: 5363.105957
	Iteration 48Q: 3 clusters Score -6170969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6170969.500000 Penalty: 5363.105957
	Iteration 49Q: 3 clusters Score -6170970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6170978.000000 Penalty: 5363.105957
	Iteration 50Q: 3 clusters Score -6170978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6170978.000000 Penalty: 5363.105957
	Iteration 51Q: 3 clusters Score -6170978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6170983.000000 Penalty: 5363.105957
	Iteration 52Q: 3 clusters Score -6170983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6170980.000000 Penalty: 5363.105957
	Iteration 53Q: 3 clusters Score -6170980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6170992.000000 Penalty: 5363.105957
	Iteration 54Q: 3 clusters Score -6170992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -6171001.000000 Penalty: 5363.105957
	Iteration 55Q: 3 clusters Score -6171001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6171002.000000 Penalty: 5363.105957
	Iteration 56Q: 3 clusters Score -6171002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6171007.000000 Penalty: 5363.105957
	Iteration 57Q: 3 clusters Score -6171007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6171024.500000 Penalty: 5363.105957
	Iteration 58Q: 3 clusters Score -6171024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6171028.000000 Penalty: 5363.105957
	Iteration 59Q: 3 clusters Score -6171028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6171037.000000 Penalty: 5363.105957
	Iteration 60F: 3 clusters Score -6171037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6171043.000000 Penalty: 5363.105957
	Iteration 61Q: 3 clusters Score -6171043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6171038.500000 Penalty: 5363.105957
	Iteration 62Q: 3 clusters Score -6171038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6171043.000000 Penalty: 5363.105957
	Iteration 63Q: 3 clusters Score -6171043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6171042.500000 Penalty: 5363.105957
	Iteration 64Q: 3 clusters Score -6171042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6171059.000000 Penalty: 5363.105957
	Iteration 65Q: 3 clusters Score -6171059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6171056.000000 Penalty: 5363.105957
	Iteration 66Q: 3 clusters Score -6171056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6171055.500000 Penalty: 5363.105957
	Iteration 67Q: 3 clusters Score -6171056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6171053.500000 Penalty: 5363.105957
	Iteration 68Q: 3 clusters Score -6171054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6171054.000000 Penalty: 5363.105957
	Iteration 69Q: 3 clusters Score -6171054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6171050.500000 Penalty: 5363.105957
	Iteration 70Q: 3 clusters Score -6171050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6171049.000000 Penalty: 5363.105957
	Iteration 71Q: 3 clusters Score -6171049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6171049.000000 Penalty: 5363.105957
	Iteration 72Q: 3 clusters Score -6171049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6171057.500000 Penalty: 5363.105957
	Iteration 73Q: 3 clusters Score -6171058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6171061.000000 Penalty: 5363.105957
	Iteration 74Q: 3 clusters Score -6171061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6171053.500000 Penalty: 5363.105957
	Iteration 75Q: 3 clusters Score -6171054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6171052.000000 Penalty: 5363.105957
	Iteration 76Q: 3 clusters Score -6171052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6171039.500000 Penalty: 5363.105957
	Iteration 77Q: 3 clusters Score -6171040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6171043.000000 Penalty: 5363.105957
	Iteration 78Q: 3 clusters Score -6171043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6171044.500000 Penalty: 5363.105957
	Iteration 79Q: 3 clusters Score -6171044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6171042.000000 Penalty: 5363.105957
	Iteration 80F: 3 clusters Score -6171042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6171042.000000 Penalty: 5363.105957
	Iteration 81Q: 3 clusters Score -6171042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6171039.000000 Penalty: 5363.105957
	Iteration 82Q: 3 clusters Score -6171039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6171044.000000 Penalty: 5363.105957
	Iteration 83Q: 3 clusters Score -6171044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6171050.500000 Penalty: 5363.105957
	Iteration 84Q: 3 clusters Score -6171050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6171046.000000 Penalty: 5363.105957
	Iteration 85Q: 3 clusters Score -6171046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6171038.500000 Penalty: 5363.105957
	Iteration 86Q: 3 clusters Score -6171038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6171038.500000 Penalty: 5363.105957
	Iteration 87F: 3 clusters Score -6171038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -875210.812500 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -875210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -869435.687500 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -869435.7 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -871060.875000 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -871060.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -871340.500000 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -871340.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -871544.500000 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -871544.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -871734.937500 Penalty: 4390.140625
	Iteration 4Q: 3 clusters Score -871734.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -871918.875000 Penalty: 4390.140625
	Iteration 5Q: 3 clusters Score -871918.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -872108.875000 Penalty: 4390.140625
	Iteration 6Q: 3 clusters Score -872108.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -872354.812500 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -872354.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -872605.937500 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -872605.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -872884.875000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -872884.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -873166.000000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -873166 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -873414.937500 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -873414.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -873687.812500 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -873687.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -873918.812500 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -873918.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -874088.750000 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -874088.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -874220.062500 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -874220.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -874318.500000 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -874318.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -874381.312500 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -874381.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -874425.500000 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -874425.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -874460.937500 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -874460.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -874486.812500 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -874486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -874504.562500 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -874504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -874523.062500 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -874523.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -874532.625000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -874532.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -874538.312500 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -874538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -874542.187500 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -874542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -874544.312500 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -874544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -874545.062500 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -874545.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -874545.062500 Penalty: 4390.140625
	Iteration 28F: 3 clusters Score -874545.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Entering Unmasked Estep 
Score: -9119803.000000 Penalty: 2781.761719
	Iteration 0F: 2 clusters Score -9119803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -9069935.000000 Penalty: 5563.523438
	Iteration 0F: 3 clusters Score -9069935 nChanged 35023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -9089370.000000 Penalty: 5563.523438
	Iteration 1F: 3 clusters Score -9089370 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -9089861.000000 Penalty: 5563.523438
	Iteration 2Q: 3 clusters Score -9089861 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -9090259.000000 Penalty: 5563.523438
	Iteration 3Q: 3 clusters Score -9090259 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -9090750.000000 Penalty: 5563.523438
	Iteration 4Q: 3 clusters Score -9090750 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -9091209.000000 Penalty: 5563.523438
	Iteration 5Q: 3 clusters Score -9091209 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -9091665.000000 Penalty: 5563.523438
	Iteration 6Q: 3 clusters Score -9091665 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -9092103.000000 Penalty: 5563.523438
	Iteration 7Q: 3 clusters Score -9092103 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9092701.000000 Penalty: 5563.523438
	Iteration 8Q: 3 clusters Score -9092701 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -9093389.000000 Penalty: 5563.523438
	Iteration 9Q: 3 clusters Score -9093389 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -9094335.000000 Penalty: 5563.523438
	Iteration 10Q: 3 clusters Score -9094335 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -9095784.000000 Penalty: 5563.523438
	Iteration 11Q: 3 clusters Score -9095784 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -9098032.000000 Penalty: 5563.523438
	Iteration 12Q: 3 clusters Score -9098032 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -9100799.000000 Penalty: 5563.523438
	Iteration 13F: 3 clusters Score -9100799 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -9103686.000000 Penalty: 5563.523438
	Iteration 14F: 3 clusters Score -9103686 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -9105969.000000 Penalty: 5563.523438
	Iteration 15F: 3 clusters Score -9105969 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -9107466.000000 Penalty: 5563.523438
	Iteration 16Q: 3 clusters Score -9107466 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -9108516.000000 Penalty: 5563.523438
	Iteration 17Q: 3 clusters Score -9108516 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -9109450.000000 Penalty: 5563.523438
	Iteration 18Q: 3 clusters Score -9109450 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -9110425.000000 Penalty: 5563.523438
	Iteration 19Q: 3 clusters Score -9110425 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -9111620.000000 Penalty: 5563.523438
	Iteration 20F: 3 clusters Score -9111620 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -9112884.000000 Penalty: 5563.523438
	Iteration 21Q: 3 clusters Score -9112884 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -9114250.000000 Penalty: 5563.523438
	Iteration 22Q: 3 clusters Score -9114250 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -9115406.000000 Penalty: 5563.523438
	Iteration 23Q: 3 clusters Score -9115406 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -9116282.000000 Penalty: 5563.523438
	Iteration 24Q: 3 clusters Score -9116282 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -9116906.000000 Penalty: 5563.523438
	Iteration 25Q: 3 clusters Score -9116906 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -9117292.000000 Penalty: 5563.523438
	Iteration 26Q: 3 clusters Score -9117292 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -9117522.000000 Penalty: 5563.523438
	Iteration 27Q: 3 clusters Score -9117522 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -9117705.000000 Penalty: 5563.523438
	Iteration 28Q: 3 clusters Score -9117705 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -9117792.000000 Penalty: 5563.523438
	Iteration 29Q: 3 clusters Score -9117792 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -9117875.000000 Penalty: 5563.523438
	Iteration 30Q: 3 clusters Score -9117875 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -9117861.000000 Penalty: 5563.523438
	Iteration 31Q: 3 clusters Score -9117861 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -9117919.000000 Penalty: 5563.523438
	Iteration 32Q: 3 clusters Score -9117919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -9117928.000000 Penalty: 5563.523438
	Iteration 33Q: 3 clusters Score -9117928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -9117937.000000 Penalty: 5563.523438
	Iteration 34Q: 3 clusters Score -9117937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -9117922.000000 Penalty: 5563.523438
	Iteration 35Q: 3 clusters Score -9117922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -9117921.000000 Penalty: 5563.523438
	Iteration 36Q: 3 clusters Score -9117921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -9117932.000000 Penalty: 5563.523438
	Iteration 37Q: 3 clusters Score -9117932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -9117936.000000 Penalty: 5563.523438
	Iteration 38Q: 3 clusters Score -9117936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -9117936.000000 Penalty: 5563.523438
	Iteration 39Q: 3 clusters Score -9117936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -9117986.000000 Penalty: 5563.523438
	Iteration 40F: 3 clusters Score -9117986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -9118020.000000 Penalty: 5563.523438
	Iteration 41Q: 3 clusters Score -9118020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -9118024.000000 Penalty: 5563.523438
	Iteration 42Q: 3 clusters Score -9118024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -9118031.000000 Penalty: 5563.523438
	Iteration 43Q: 3 clusters Score -9118031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -9118035.000000 Penalty: 5563.523438
	Iteration 44Q: 3 clusters Score -9118035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -9118024.000000 Penalty: 5563.523438
	Iteration 45Q: 3 clusters Score -9118024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -9118026.000000 Penalty: 5563.523438
	Iteration 46Q: 3 clusters Score -9118026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -9118033.000000 Penalty: 5563.523438
	Iteration 47Q: 3 clusters Score -9118033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -9118043.000000 Penalty: 5563.523438
	Iteration 48Q: 3 clusters Score -9118043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -9118045.000000 Penalty: 5563.523438
	Iteration 49Q: 3 clusters Score -9118045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -9118044.000000 Penalty: 5563.523438
	Iteration 50Q: 3 clusters Score -9118044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -9118040.000000 Penalty: 5563.523438
	Iteration 51Q: 3 clusters Score -9118040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5563.523438
	Iteration 52Q: 3 clusters Score -9118049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5563.523438
	Iteration 53Q: 3 clusters Score -9118049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -9118050.000000 Penalty: 5563.523438
	Iteration 54Q: 3 clusters Score -9118050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5563.523438
	Iteration 55Q: 3 clusters Score -9118049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -9118050.000000 Penalty: 5563.523438
	Iteration 56Q: 3 clusters Score -9118050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -9118051.000000 Penalty: 5563.523438
	Iteration 57Q: 3 clusters Score -9118051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5563.523438
	Iteration 58Q: 3 clusters Score -9118049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5563.523438
	Iteration 59F: 3 clusters Score -9118049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Entering Unmasked Estep 
Score: -10342151.000000 Penalty: 2808.932861
	Iteration 0F: 2 clusters Score -1.034215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -10286421.000000 Penalty: 5617.865723
	Iteration 0F: 3 clusters Score -1.028642e+07 nChanged 39103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -10308636.000000 Penalty: 5617.865723
	Iteration 1F: 3 clusters Score -1.030864e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -10309196.000000 Penalty: 5617.865723
	Iteration 2Q: 3 clusters Score -1.03092e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -10309720.000000 Penalty: 5617.865723
	Iteration 3Q: 3 clusters Score -1.030972e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -10310236.000000 Penalty: 5617.865723
	Iteration 4Q: 3 clusters Score -1.031024e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -10310852.000000 Penalty: 5617.865723
	Iteration 5Q: 3 clusters Score -1.031085e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -10311697.000000 Penalty: 5617.865723
	Iteration 6Q: 3 clusters Score -1.03117e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -10312716.000000 Penalty: 5617.865723
	Iteration 7Q: 3 clusters Score -1.031272e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -10314189.000000 Penalty: 5617.865723
	Iteration 8Q: 3 clusters Score -1.031419e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -10316282.000000 Penalty: 5617.865723
	Iteration 9Q: 3 clusters Score -1.031628e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -10318721.000000 Penalty: 5617.865723
	Iteration 10Q: 3 clusters Score -1.031872e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -10321461.000000 Penalty: 5617.865723
	Iteration 11F: 3 clusters Score -1.032146e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -10324261.000000 Penalty: 5617.865723
	Iteration 12F: 3 clusters Score -1.032426e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -10326762.000000 Penalty: 5617.865723
	Iteration 13F: 3 clusters Score -1.032676e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -10328842.000000 Penalty: 5617.865723
	Iteration 14Q: 3 clusters Score -1.032884e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -10330238.000000 Penalty: 5617.865723
	Iteration 15Q: 3 clusters Score -1.033024e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -10331145.000000 Penalty: 5617.865723
	Iteration 16Q: 3 clusters Score -1.033114e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -10331647.000000 Penalty: 5617.865723
	Iteration 17Q: 3 clusters Score -1.033165e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -10331837.000000 Penalty: 5617.865723
	Iteration 18Q: 3 clusters Score -1.033184e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -10331981.000000 Penalty: 5617.865723
	Iteration 19Q: 3 clusters Score -1.033198e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -10332085.000000 Penalty: 5617.865723
	Iteration 20F: 3 clusters Score -1.033208e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -10332156.000000 Penalty: 5617.865723
	Iteration 21Q: 3 clusters Score -1.033216e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -10332192.000000 Penalty: 5617.865723
	Iteration 22Q: 3 clusters Score -1.033219e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -10332282.000000 Penalty: 5617.865723
	Iteration 23Q: 3 clusters Score -1.033228e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -10332311.000000 Penalty: 5617.865723
	Iteration 24Q: 3 clusters Score -1.033231e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -10332339.000000 Penalty: 5617.865723
	Iteration 25Q: 3 clusters Score -1.033234e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -10332348.000000 Penalty: 5617.865723
	Iteration 26Q: 3 clusters Score -1.033235e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -10332387.000000 Penalty: 5617.865723
	Iteration 27Q: 3 clusters Score -1.033239e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -10332426.000000 Penalty: 5617.865723
	Iteration 28Q: 3 clusters Score -1.033243e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -10332459.000000 Penalty: 5617.865723
	Iteration 29Q: 3 clusters Score -1.033246e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -10332474.000000 Penalty: 5617.865723
	Iteration 30Q: 3 clusters Score -1.033247e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -10332504.000000 Penalty: 5617.865723
	Iteration 31Q: 3 clusters Score -1.03325e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -10332502.000000 Penalty: 5617.865723
	Iteration 32Q: 3 clusters Score -1.03325e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -10332516.000000 Penalty: 5617.865723
	Iteration 33Q: 3 clusters Score -1.033252e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -10332509.000000 Penalty: 5617.865723
	Iteration 34Q: 3 clusters Score -1.033251e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -10332526.000000 Penalty: 5617.865723
	Iteration 35Q: 3 clusters Score -1.033253e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -10332518.000000 Penalty: 5617.865723
	Iteration 36Q: 3 clusters Score -1.033252e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -10332526.000000 Penalty: 5617.865723
	Iteration 37Q: 3 clusters Score -1.033253e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -10332540.000000 Penalty: 5617.865723
	Iteration 38Q: 3 clusters Score -1.033254e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -10332542.000000 Penalty: 5617.865723
	Iteration 39Q: 3 clusters Score -1.033254e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -10332538.000000 Penalty: 5617.865723
	Iteration 40F: 3 clusters Score -1.033254e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -10332540.000000 Penalty: 5617.865723
	Iteration 41Q: 3 clusters Score -1.033254e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -10332547.000000 Penalty: 5617.865723
	Iteration 42Q: 3 clusters Score -1.033255e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -10332548.000000 Penalty: 5617.865723
	Iteration 43Q: 3 clusters Score -1.033255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -10332559.000000 Penalty: 5617.865723
	Iteration 44Q: 3 clusters Score -1.033256e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -10332560.000000 Penalty: 5617.865723
	Iteration 45Q: 3 clusters Score -1.033256e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -10332539.000000 Penalty: 5617.865723
	Iteration 46Q: 3 clusters Score -1.033254e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -10332570.000000 Penalty: 5617.865723
	Iteration 47Q: 3 clusters Score -1.033257e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -10332564.000000 Penalty: 5617.865723
	Iteration 48Q: 3 clusters Score -1.033256e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -10332557.000000 Penalty: 5617.865723
	Iteration 49Q: 3 clusters Score -1.033256e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -10332548.000000 Penalty: 5617.865723
	Iteration 50Q: 3 clusters Score -1.033255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -10332566.000000 Penalty: 5617.865723
	Iteration 51Q: 3 clusters Score -1.033257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -10332553.000000 Penalty: 5617.865723
	Iteration 52Q: 3 clusters Score -1.033255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -10332555.000000 Penalty: 5617.865723
	Iteration 53Q: 3 clusters Score -1.033256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -10332562.000000 Penalty: 5617.865723
	Iteration 54Q: 3 clusters Score -1.033256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -10332570.000000 Penalty: 5617.865723
	Iteration 55Q: 3 clusters Score -1.033257e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -10332565.000000 Penalty: 5617.865723
	Iteration 56Q: 3 clusters Score -1.033256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -10332556.000000 Penalty: 5617.865723
	Iteration 57Q: 3 clusters Score -1.033256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -10332556.000000 Penalty: 5617.865723
	Iteration 58Q: 3 clusters Score -1.033256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -10332560.000000 Penalty: 5617.865723
	Iteration 59Q: 3 clusters Score -1.033256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -10332541.000000 Penalty: 5617.865723
	Iteration 60F: 3 clusters Score -1.033254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -10332535.000000 Penalty: 5617.865723
	Iteration 61Q: 3 clusters Score -1.033254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -10332535.000000 Penalty: 5617.865723
	Iteration 62Q: 3 clusters Score -1.033254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -10332544.000000 Penalty: 5617.865723
	Iteration 63Q: 3 clusters Score -1.033254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -10332537.000000 Penalty: 5617.865723
	Iteration 64Q: 3 clusters Score -1.033254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -10332535.000000 Penalty: 5617.865723
	Iteration 65Q: 3 clusters Score -1.033254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -10332540.000000 Penalty: 5617.865723
	Iteration 66Q: 3 clusters Score -1.033254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -10332533.000000 Penalty: 5617.865723
	Iteration 67Q: 3 clusters Score -1.033253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -10332527.000000 Penalty: 5617.865723
	Iteration 68Q: 3 clusters Score -1.033253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -10332526.000000 Penalty: 5617.865723
	Iteration 69Q: 3 clusters Score -1.033253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -10332521.000000 Penalty: 5617.865723
	Iteration 70Q: 3 clusters Score -1.033252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -10332521.000000 Penalty: 5617.865723
	Iteration 71F: 3 clusters Score -1.033252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -489665.250000 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -489665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -485634.375000 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -485634.4 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -486565.843750 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -486565.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -486828.375000 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -486828.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -487010.531250 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -487010.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -487150.312500 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -487150.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -487266.531250 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -487266.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -487369.468750 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -487369.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -487478.750000 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -487478.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -487577.031250 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -487577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -487649.750000 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -487649.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -487708.781250 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -487708.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -487759.093750 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -487759.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -487822.500000 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -487822.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -487877.187500 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -487877.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -487925.968750 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -487926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -487965.906250 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -487965.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -488003.625000 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -488003.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -488029.375000 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -488029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -488047.250000 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -488047.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -488074.812500 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -488074.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -488096.937500 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -488096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -488113.250000 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -488113.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -488119.937500 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -488119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -488123.406250 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -488123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -488126.218750 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -488126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -488127.593750 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -488127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -488127.593750 Penalty: 4144.268555
	Iteration 26F: 3 clusters Score -488127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Entering Unmasked Estep 
Score: -10935518.000000 Penalty: 2823.378906
	Iteration 0F: 2 clusters Score -1.093552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -10876671.000000 Penalty: 5646.757812
	Iteration 0F: 3 clusters Score -1.087667e+07 nChanged 41501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -10900385.000000 Penalty: 5646.757812
	Iteration 1F: 3 clusters Score -1.090038e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -10901556.000000 Penalty: 5646.757812
	Iteration 2Q: 3 clusters Score -1.090156e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -10903248.000000 Penalty: 5646.757812
	Iteration 3Q: 3 clusters Score -1.090325e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -10905893.000000 Penalty: 5646.757812
	Iteration 4F: 3 clusters Score -1.090589e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -10909801.000000 Penalty: 5646.757812
	Iteration 5F: 3 clusters Score -1.09098e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -10915357.000000 Penalty: 5646.757812
	Iteration 6F: 3 clusters Score -1.091536e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -10921476.000000 Penalty: 5646.757812
	Iteration 7F: 3 clusters Score -1.092148e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -10926673.000000 Penalty: 5646.757812
	Iteration 8F: 3 clusters Score -1.092667e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -10929922.000000 Penalty: 5646.757812
	Iteration 9Q: 3 clusters Score -1.092992e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -10931153.000000 Penalty: 5646.757812
	Iteration 10Q: 3 clusters Score -1.093115e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -10931761.000000 Penalty: 5646.757812
	Iteration 11Q: 3 clusters Score -1.093176e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -10932106.000000 Penalty: 5646.757812
	Iteration 12Q: 3 clusters Score -1.093211e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -10932308.000000 Penalty: 5646.757812
	Iteration 13Q: 3 clusters Score -1.093231e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -10932541.000000 Penalty: 5646.757812
	Iteration 14Q: 3 clusters Score -1.093254e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -10932708.000000 Penalty: 5646.757812
	Iteration 15Q: 3 clusters Score -1.093271e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10932888.000000 Penalty: 5646.757812
	Iteration 16Q: 3 clusters Score -1.093289e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -10933028.000000 Penalty: 5646.757812
	Iteration 17Q: 3 clusters Score -1.093303e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -10933135.000000 Penalty: 5646.757812
	Iteration 18Q: 3 clusters Score -1.093314e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -10933267.000000 Penalty: 5646.757812
	Iteration 19Q: 3 clusters Score -1.093327e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -10933349.000000 Penalty: 5646.757812
	Iteration 20F: 3 clusters Score -1.093335e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -10933413.000000 Penalty: 5646.757812
	Iteration 21Q: 3 clusters Score -1.093341e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -10933461.000000 Penalty: 5646.757812
	Iteration 22Q: 3 clusters Score -1.093346e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -10933547.000000 Penalty: 5646.757812
	Iteration 23Q: 3 clusters Score -1.093355e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 82154 members 
Entering Unmasked Estep 
Score: -10933587.000000 Penalty: 5646.757812
	Iteration 24Q: 3 clusters Score -1.093359e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -10933669.000000 Penalty: 5646.757812
	Iteration 25Q: 3 clusters Score -1.093367e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -10933704.000000 Penalty: 5646.757812
	Iteration 26Q: 3 clusters Score -1.09337e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10933693.000000 Penalty: 5646.757812
	Iteration 27Q: 3 clusters Score -1.093369e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 82967 members 
Entering Unmasked Estep 
Score: -10933730.000000 Penalty: 5646.757812
	Iteration 28Q: 3 clusters Score -1.093373e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -10933748.000000 Penalty: 5646.757812
	Iteration 29Q: 3 clusters Score -1.093375e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -10933794.000000 Penalty: 5646.757812
	Iteration 30Q: 3 clusters Score -1.093379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -10933800.000000 Penalty: 5646.757812
	Iteration 31Q: 3 clusters Score -1.09338e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -10933833.000000 Penalty: 5646.757812
	Iteration 32Q: 3 clusters Score -1.093383e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -10933835.000000 Penalty: 5646.757812
	Iteration 33Q: 3 clusters Score -1.093384e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -10933859.000000 Penalty: 5646.757812
	Iteration 34Q: 3 clusters Score -1.093386e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -10933870.000000 Penalty: 5646.757812
	Iteration 35Q: 3 clusters Score -1.093387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -10933867.000000 Penalty: 5646.757812
	Iteration 36Q: 3 clusters Score -1.093387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -10933878.000000 Penalty: 5646.757812
	Iteration 37Q: 3 clusters Score -1.093388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -10933871.000000 Penalty: 5646.757812
	Iteration 38Q: 3 clusters Score -1.093387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -10933880.000000 Penalty: 5646.757812
	Iteration 39Q: 3 clusters Score -1.093388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -10933893.000000 Penalty: 5646.757812
	Iteration 40F: 3 clusters Score -1.093389e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -10933900.000000 Penalty: 5646.757812
	Iteration 41Q: 3 clusters Score -1.09339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -10933904.000000 Penalty: 5646.757812
	Iteration 42Q: 3 clusters Score -1.09339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 83855 members 
Entering Unmasked Estep 
Score: -10933886.000000 Penalty: 5646.757812
	Iteration 43Q: 3 clusters Score -1.093389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10933888.000000 Penalty: 5646.757812
	Iteration 44Q: 3 clusters Score -1.093389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -10933892.000000 Penalty: 5646.757812
	Iteration 45Q: 3 clusters Score -1.093389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -10933895.000000 Penalty: 5646.757812
	Iteration 46Q: 3 clusters Score -1.09339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -10933899.000000 Penalty: 5646.757812
	Iteration 47Q: 3 clusters Score -1.09339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -10933904.000000 Penalty: 5646.757812
	Iteration 48Q: 3 clusters Score -1.09339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -10933909.000000 Penalty: 5646.757812
	Iteration 49Q: 3 clusters Score -1.093391e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -10933902.000000 Penalty: 5646.757812
	Iteration 50Q: 3 clusters Score -1.09339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -10933901.000000 Penalty: 5646.757812
	Iteration 51Q: 3 clusters Score -1.09339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -10933900.000000 Penalty: 5646.757812
	Iteration 52Q: 3 clusters Score -1.09339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -10933904.000000 Penalty: 5646.757812
	Iteration 53Q: 3 clusters Score -1.09339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 84031 members 
Entering Unmasked Estep 
Score: -10933910.000000 Penalty: 5646.757812
	Iteration 54Q: 3 clusters Score -1.093391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -10933902.000000 Penalty: 5646.757812
	Iteration 55Q: 3 clusters Score -1.09339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -10933912.000000 Penalty: 5646.757812
	Iteration 56Q: 3 clusters Score -1.093391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -10933910.000000 Penalty: 5646.757812
	Iteration 57Q: 3 clusters Score -1.093391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -10933916.000000 Penalty: 5646.757812
	Iteration 58Q: 3 clusters Score -1.093392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -10933904.000000 Penalty: 5646.757812
	Iteration 59Q: 3 clusters Score -1.09339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -10933896.000000 Penalty: 5646.757812
	Iteration 60F: 3 clusters Score -1.09339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -10933902.000000 Penalty: 5646.757812
	Iteration 61Q: 3 clusters Score -1.09339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -10933925.000000 Penalty: 5646.757812
	Iteration 62Q: 3 clusters Score -1.093392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -10933912.000000 Penalty: 5646.757812
	Iteration 63Q: 3 clusters Score -1.093391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 84210 members 
Entering Unmasked Estep 
Score: -10933915.000000 Penalty: 5646.757812
	Iteration 64Q: 3 clusters Score -1.093392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -10933917.000000 Penalty: 5646.757812
	Iteration 65Q: 3 clusters Score -1.093392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -10933920.000000 Penalty: 5646.757812
	Iteration 66Q: 3 clusters Score -1.093392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -10933913.000000 Penalty: 5646.757812
	Iteration 67Q: 3 clusters Score -1.093391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -10933931.000000 Penalty: 5646.757812
	Iteration 68Q: 3 clusters Score -1.093393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -10933934.000000 Penalty: 5646.757812
	Iteration 69Q: 3 clusters Score -1.093393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -10933939.000000 Penalty: 5646.757812
	Iteration 70Q: 3 clusters Score -1.093394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -10933946.000000 Penalty: 5646.757812
	Iteration 71Q: 3 clusters Score -1.093395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -10933937.000000 Penalty: 5646.757812
	Iteration 72Q: 3 clusters Score -1.093394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -10933940.000000 Penalty: 5646.757812
	Iteration 73Q: 3 clusters Score -1.093394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -10933935.000000 Penalty: 5646.757812
	Iteration 74Q: 3 clusters Score -1.093394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -10933945.000000 Penalty: 5646.757812
	Iteration 75Q: 3 clusters Score -1.093394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -10933934.000000 Penalty: 5646.757812
	Iteration 76Q: 3 clusters Score -1.093393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -10933932.000000 Penalty: 5646.757812
	Iteration 77Q: 3 clusters Score -1.093393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -10933936.000000 Penalty: 5646.757812
	Iteration 78Q: 3 clusters Score -1.093394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10933935.000000 Penalty: 5646.757812
	Iteration 79Q: 3 clusters Score -1.093394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -10933940.000000 Penalty: 5646.757812
	Iteration 80F: 3 clusters Score -1.093394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -10933935.000000 Penalty: 5646.757812
	Iteration 81Q: 3 clusters Score -1.093394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -10933933.000000 Penalty: 5646.757812
	Iteration 82Q: 3 clusters Score -1.093393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -10933933.000000 Penalty: 5646.757812
	Iteration 83Q: 3 clusters Score -1.093393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -10933935.000000 Penalty: 5646.757812
	Iteration 84Q: 3 clusters Score -1.093394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -10933935.000000 Penalty: 5646.757812
	Iteration 85F: 3 clusters Score -1.093394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Entering Unmasked Estep 
Score: -12259501.000000 Penalty: 2851.124756
	Iteration 0F: 2 clusters Score -1.22595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -12193751.000000 Penalty: 5702.249512
	Iteration 0F: 3 clusters Score -1.219375e+07 nChanged 46407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -12219968.000000 Penalty: 5702.249512
	Iteration 1F: 3 clusters Score -1.221997e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -12220649.000000 Penalty: 5702.249512
	Iteration 2Q: 3 clusters Score -1.222065e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -12221349.000000 Penalty: 5702.249512
	Iteration 3Q: 3 clusters Score -1.222135e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -12222190.000000 Penalty: 5702.249512
	Iteration 4Q: 3 clusters Score -1.222219e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -12223410.000000 Penalty: 5702.249512
	Iteration 5Q: 3 clusters Score -1.222341e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -12225347.000000 Penalty: 5702.249512
	Iteration 6Q: 3 clusters Score -1.222535e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -12228137.000000 Penalty: 5702.249512
	Iteration 7Q: 3 clusters Score -1.222814e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -12232490.000000 Penalty: 5702.249512
	Iteration 8F: 3 clusters Score -1.223249e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -12237938.000000 Penalty: 5702.249512
	Iteration 9F: 3 clusters Score -1.223794e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -12243302.000000 Penalty: 5702.249512
	Iteration 10F: 3 clusters Score -1.22433e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -12247722.000000 Penalty: 5702.249512
	Iteration 11F: 3 clusters Score -1.224772e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -12251048.000000 Penalty: 5702.249512
	Iteration 12Q: 3 clusters Score -1.225105e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -12253142.000000 Penalty: 5702.249512
	Iteration 13Q: 3 clusters Score -1.225314e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -12254410.000000 Penalty: 5702.249512
	Iteration 14Q: 3 clusters Score -1.225441e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -12255266.000000 Penalty: 5702.249512
	Iteration 15Q: 3 clusters Score -1.225527e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -12255906.000000 Penalty: 5702.249512
	Iteration 16Q: 3 clusters Score -1.225591e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -12256256.000000 Penalty: 5702.249512
	Iteration 17Q: 3 clusters Score -1.225626e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95776 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -12256515.000000 Penalty: 5702.249512
	Iteration 18Q: 3 clusters Score -1.225652e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -12256695.000000 Penalty: 5702.249512
	Iteration 19Q: 3 clusters Score -1.22567e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96264 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -12256817.000000 Penalty: 5702.249512
	Iteration 20F: 3 clusters Score -1.225682e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -12256943.000000 Penalty: 5702.249512
	Iteration 21Q: 3 clusters Score -1.225694e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12257021.000000 Penalty: 5702.249512
	Iteration 22Q: 3 clusters Score -1.225702e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -12257087.000000 Penalty: 5702.249512
	Iteration 23Q: 3 clusters Score -1.225709e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -12257135.000000 Penalty: 5702.249512
	Iteration 24Q: 3 clusters Score -1.225714e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12257163.000000 Penalty: 5702.249512
	Iteration 25Q: 3 clusters Score -1.225716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -12257177.000000 Penalty: 5702.249512
	Iteration 26Q: 3 clusters Score -1.225718e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -12257187.000000 Penalty: 5702.249512
	Iteration 27Q: 3 clusters Score -1.225719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -12257224.000000 Penalty: 5702.249512
	Iteration 28Q: 3 clusters Score -1.225722e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -12257242.000000 Penalty: 5702.249512
	Iteration 29Q: 3 clusters Score -1.225724e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96924 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12257274.000000 Penalty: 5702.249512
	Iteration 30Q: 3 clusters Score -1.225727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96932 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12257276.000000 Penalty: 5702.249512
	Iteration 31Q: 3 clusters Score -1.225728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -12257280.000000 Penalty: 5702.249512
	Iteration 32Q: 3 clusters Score -1.225728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12257295.000000 Penalty: 5702.249512
	Iteration 33Q: 3 clusters Score -1.22573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12257292.000000 Penalty: 5702.249512
	Iteration 34Q: 3 clusters Score -1.225729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -12257292.000000 Penalty: 5702.249512
	Iteration 35Q: 3 clusters Score -1.225729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -12257292.000000 Penalty: 5702.249512
	Iteration 36Q: 3 clusters Score -1.225729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -12257294.000000 Penalty: 5702.249512
	Iteration 37Q: 3 clusters Score -1.225729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96984 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12257295.000000 Penalty: 5702.249512
	Iteration 38Q: 3 clusters Score -1.22573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96987 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12257288.000000 Penalty: 5702.249512
	Iteration 39Q: 3 clusters Score -1.225729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -12257293.000000 Penalty: 5702.249512
	Iteration 40F: 3 clusters Score -1.225729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12257295.000000 Penalty: 5702.249512
	Iteration 41Q: 3 clusters Score -1.22573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -12257299.000000 Penalty: 5702.249512
	Iteration 42Q: 3 clusters Score -1.22573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12257299.000000 Penalty: 5702.249512
	Iteration 43Q: 3 clusters Score -1.22573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97012 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -12257296.000000 Penalty: 5702.249512
	Iteration 44Q: 3 clusters Score -1.22573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12257296.000000 Penalty: 5702.249512
	Iteration 45Q: 3 clusters Score -1.22573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97016 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12257295.000000 Penalty: 5702.249512
	Iteration 46Q: 3 clusters Score -1.22573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12257294.000000 Penalty: 5702.249512
	Iteration 47Q: 3 clusters Score -1.225729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12257292.000000 Penalty: 5702.249512
	Iteration 48Q: 3 clusters Score -1.225729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -12257306.000000 Penalty: 5702.249512
	Iteration 49Q: 3 clusters Score -1.225731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97033 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12257314.000000 Penalty: 5702.249512
	Iteration 50Q: 3 clusters Score -1.225731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -12257313.000000 Penalty: 5702.249512
	Iteration 51Q: 3 clusters Score -1.225731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12257310.000000 Penalty: 5702.249512
	Iteration 52Q: 3 clusters Score -1.225731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12257310.000000 Penalty: 5702.249512
	Iteration 53Q: 3 clusters Score -1.225731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12257310.000000 Penalty: 5702.249512
	Iteration 54F: 3 clusters Score -1.225731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (144454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144454 members 
Entering Unmasked Estep 
Score: -17747572.000000 Penalty: 2946.417725
	Iteration 0F: 2 clusters Score -1.774757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -17651088.000000 Penalty: 5892.835449
	Iteration 0F: 3 clusters Score -1.765109e+07 nChanged 69003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -17691182.000000 Penalty: 5892.835449
	Iteration 1F: 3 clusters Score -1.769118e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -17692456.000000 Penalty: 5892.835449
	Iteration 2Q: 3 clusters Score -1.769246e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -17694392.000000 Penalty: 5892.835449
	Iteration 3Q: 3 clusters Score -1.769439e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -17697464.000000 Penalty: 5892.835449
	Iteration 4Q: 3 clusters Score -1.769746e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -17701864.000000 Penalty: 5892.835449
	Iteration 5F: 3 clusters Score -1.770186e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 65148 members 
Entering Unmasked Estep 
Score: -17707442.000000 Penalty: 5892.835449
	Iteration 6F: 3 clusters Score -1.770744e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -17714070.000000 Penalty: 5892.835449
	Iteration 7F: 3 clusters Score -1.771407e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -17720954.000000 Penalty: 5892.835449
	Iteration 8F: 3 clusters Score -1.772095e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -17726894.000000 Penalty: 5892.835449
	Iteration 9F: 3 clusters Score -1.772689e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -17730432.000000 Penalty: 5892.835449
	Iteration 10Q: 3 clusters Score -1.773043e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -17732340.000000 Penalty: 5892.835449
	Iteration 11Q: 3 clusters Score -1.773234e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -17733780.000000 Penalty: 5892.835449
	Iteration 12Q: 3 clusters Score -1.773378e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -17734912.000000 Penalty: 5892.835449
	Iteration 13Q: 3 clusters Score -1.773491e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -17735954.000000 Penalty: 5892.835449
	Iteration 14Q: 3 clusters Score -1.773595e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -17736900.000000 Penalty: 5892.835449
	Iteration 15Q: 3 clusters Score -1.77369e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -17737908.000000 Penalty: 5892.835449
	Iteration 16Q: 3 clusters Score -1.773791e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115832 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -17738850.000000 Penalty: 5892.835449
	Iteration 17Q: 3 clusters Score -1.773885e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118131 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -17739858.000000 Penalty: 5892.835449
	Iteration 18Q: 3 clusters Score -1.773986e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -17740548.000000 Penalty: 5892.835449
	Iteration 19Q: 3 clusters Score -1.774055e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -17741264.000000 Penalty: 5892.835449
	Iteration 20F: 3 clusters Score -1.774126e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -17741926.000000 Penalty: 5892.835449
	Iteration 21Q: 3 clusters Score -1.774193e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125900 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -17742548.000000 Penalty: 5892.835449
	Iteration 22Q: 3 clusters Score -1.774255e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127501 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -17742920.000000 Penalty: 5892.835449
	Iteration 23Q: 3 clusters Score -1.774292e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -17743376.000000 Penalty: 5892.835449
	Iteration 24Q: 3 clusters Score -1.774338e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -17743872.000000 Penalty: 5892.835449
	Iteration 25Q: 3 clusters Score -1.774387e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -17744300.000000 Penalty: 5892.835449
	Iteration 26Q: 3 clusters Score -1.77443e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132690 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -17744680.000000 Penalty: 5892.835449
	Iteration 27Q: 3 clusters Score -1.774468e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133752 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -17744986.000000 Penalty: 5892.835449
	Iteration 28Q: 3 clusters Score -1.774499e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134728 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -17745228.000000 Penalty: 5892.835449
	Iteration 29Q: 3 clusters Score -1.774523e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135604 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -17745536.000000 Penalty: 5892.835449
	Iteration 30Q: 3 clusters Score -1.774554e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136376 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -17745816.000000 Penalty: 5892.835449
	Iteration 31Q: 3 clusters Score -1.774582e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -17745912.000000 Penalty: 5892.835449
	Iteration 32Q: 3 clusters Score -1.774591e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137523 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -17745976.000000 Penalty: 5892.835449
	Iteration 33Q: 3 clusters Score -1.774598e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137947 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -17746058.000000 Penalty: 5892.835449
	Iteration 34Q: 3 clusters Score -1.774606e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138332 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -17746156.000000 Penalty: 5892.835449
	Iteration 35Q: 3 clusters Score -1.774616e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -17746232.000000 Penalty: 5892.835449
	Iteration 36Q: 3 clusters Score -1.774623e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138947 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -17746262.000000 Penalty: 5892.835449
	Iteration 37Q: 3 clusters Score -1.774626e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139208 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -17746360.000000 Penalty: 5892.835449
	Iteration 38Q: 3 clusters Score -1.774636e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139439 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -17746388.000000 Penalty: 5892.835449
	Iteration 39Q: 3 clusters Score -1.774639e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139647 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -17746418.000000 Penalty: 5892.835449
	Iteration 40F: 3 clusters Score -1.774642e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139812 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -17746430.000000 Penalty: 5892.835449
	Iteration 41Q: 3 clusters Score -1.774643e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -17746444.000000 Penalty: 5892.835449
	Iteration 42Q: 3 clusters Score -1.774644e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -17746438.000000 Penalty: 5892.835449
	Iteration 43Q: 3 clusters Score -1.774644e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -17746450.000000 Penalty: 5892.835449
	Iteration 44Q: 3 clusters Score -1.774645e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140203 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -17746440.000000 Penalty: 5892.835449
	Iteration 45Q: 3 clusters Score -1.774644e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -17746442.000000 Penalty: 5892.835449
	Iteration 46Q: 3 clusters Score -1.774644e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140335 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -17746456.000000 Penalty: 5892.835449
	Iteration 47Q: 3 clusters Score -1.774646e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -17746472.000000 Penalty: 5892.835449
	Iteration 48Q: 3 clusters Score -1.774647e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -17746480.000000 Penalty: 5892.835449
	Iteration 49Q: 3 clusters Score -1.774648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -17746476.000000 Penalty: 5892.835449
	Iteration 50Q: 3 clusters Score -1.774648e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -17746496.000000 Penalty: 5892.835449
	Iteration 51Q: 3 clusters Score -1.77465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140602 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -17746492.000000 Penalty: 5892.835449
	Iteration 52Q: 3 clusters Score -1.774649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140635 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -17746502.000000 Penalty: 5892.835449
	Iteration 53Q: 3 clusters Score -1.77465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140658 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -17746488.000000 Penalty: 5892.835449
	Iteration 54Q: 3 clusters Score -1.774649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140683 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -17746482.000000 Penalty: 5892.835449
	Iteration 55Q: 3 clusters Score -1.774648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140701 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -17746482.000000 Penalty: 5892.835449
	Iteration 56Q: 3 clusters Score -1.774648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140722 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -17746480.000000 Penalty: 5892.835449
	Iteration 57Q: 3 clusters Score -1.774648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -17746506.000000 Penalty: 5892.835449
	Iteration 58Q: 3 clusters Score -1.774651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140751 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -17746502.000000 Penalty: 5892.835449
	Iteration 59Q: 3 clusters Score -1.77465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140761 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -17746494.000000 Penalty: 5892.835449
	Iteration 60F: 3 clusters Score -1.774649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140779 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -17746518.000000 Penalty: 5892.835449
	Iteration 61Q: 3 clusters Score -1.774652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140798 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -17746514.000000 Penalty: 5892.835449
	Iteration 62Q: 3 clusters Score -1.774651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140807 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -17746496.000000 Penalty: 5892.835449
	Iteration 63Q: 3 clusters Score -1.77465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140817 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -17746502.000000 Penalty: 5892.835449
	Iteration 64Q: 3 clusters Score -1.77465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140826 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -17746502.000000 Penalty: 5892.835449
	Iteration 65Q: 3 clusters Score -1.77465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140834 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -17746496.000000 Penalty: 5892.835449
	Iteration 66Q: 3 clusters Score -1.77465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -17746506.000000 Penalty: 5892.835449
	Iteration 67Q: 3 clusters Score -1.774651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -17746522.000000 Penalty: 5892.835449
	Iteration 68Q: 3 clusters Score -1.774652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140864 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -17746506.000000 Penalty: 5892.835449
	Iteration 69Q: 3 clusters Score -1.774651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -17746504.000000 Penalty: 5892.835449
	Iteration 70Q: 3 clusters Score -1.77465e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140893 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -17746490.000000 Penalty: 5892.835449
	Iteration 71Q: 3 clusters Score -1.774649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -17746478.000000 Penalty: 5892.835449
	Iteration 72Q: 3 clusters Score -1.774648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -17746494.000000 Penalty: 5892.835449
	Iteration 73Q: 3 clusters Score -1.774649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140928 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -17746500.000000 Penalty: 5892.835449
	Iteration 74Q: 3 clusters Score -1.77465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140941 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -17746498.000000 Penalty: 5892.835449
	Iteration 75Q: 3 clusters Score -1.77465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140954 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -17746502.000000 Penalty: 5892.835449
	Iteration 76Q: 3 clusters Score -1.77465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140964 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -17746490.000000 Penalty: 5892.835449
	Iteration 77Q: 3 clusters Score -1.774649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140967 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -17746484.000000 Penalty: 5892.835449
	Iteration 78Q: 3 clusters Score -1.774648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -17746476.000000 Penalty: 5892.835449
	Iteration 79Q: 3 clusters Score -1.774648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140981 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -17746470.000000 Penalty: 5892.835449
	Iteration 80F: 3 clusters Score -1.774647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140983 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -17746478.000000 Penalty: 5892.835449
	Iteration 81Q: 3 clusters Score -1.774648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140984 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -17746472.000000 Penalty: 5892.835449
	Iteration 82Q: 3 clusters Score -1.774647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140986 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -17746490.000000 Penalty: 5892.835449
	Iteration 83Q: 3 clusters Score -1.774649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -17746486.000000 Penalty: 5892.835449
	Iteration 84Q: 3 clusters Score -1.774649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -17746500.000000 Penalty: 5892.835449
	Iteration 85Q: 3 clusters Score -1.77465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140991 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -17746500.000000 Penalty: 5892.835449
	Iteration 86F: 3 clusters Score -1.77465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -340358.500000 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -340358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -337254.531250 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -337254.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -337848.031250 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -337848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -337983.625000 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -337983.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -338068.375000 Penalty: 3930.339844
	Iteration 3Q: 3 clusters Score -338068.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338123.468750 Penalty: 3930.339844
	Iteration 4Q: 3 clusters Score -338123.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -338163.968750 Penalty: 3930.339844
	Iteration 5Q: 3 clusters Score -338164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -338201.250000 Penalty: 3930.339844
	Iteration 6Q: 3 clusters Score -338201.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -338224.937500 Penalty: 3930.339844
	Iteration 7Q: 3 clusters Score -338224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -338238.218750 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -338238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -338249.218750 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -338249.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338255.562500 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -338255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -338262.093750 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -338262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338265.500000 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -338265.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -338269.875000 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -338269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -338273.937500 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -338273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -338276.312500 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -338276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -338278.093750 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -338278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -338277.937500 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -338277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -338279.718750 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -338279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338281.468750 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -338281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338282.312500 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -338282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -338282.812500 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -338282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -338282.812500 Penalty: 3930.339844
	Iteration 22F: 3 clusters Score -338282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Entering Unmasked Estep 
Score: -1381051.875000 Penalty: 2316.180176
	Iteration 0F: 2 clusters Score -1381052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1372573.250000 Penalty: 4632.360352
	Iteration 0F: 3 clusters Score -1372573 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1375145.250000 Penalty: 4632.360352
	Iteration 1F: 3 clusters Score -1375145 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1375549.125000 Penalty: 4632.360352
	Iteration 2F: 3 clusters Score -1375549 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1375965.375000 Penalty: 4632.360352
	Iteration 3F: 3 clusters Score -1375965 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1376346.875000 Penalty: 4632.360352
	Iteration 4F: 3 clusters Score -1376347 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1376676.250000 Penalty: 4632.360352
	Iteration 5F: 3 clusters Score -1376676 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1376965.750000 Penalty: 4632.360352
	Iteration 6Q: 3 clusters Score -1376966 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1377198.000000 Penalty: 4632.360352
	Iteration 7Q: 3 clusters Score -1377198 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1377392.750000 Penalty: 4632.360352
	Iteration 8Q: 3 clusters Score -1377393 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1377569.750000 Penalty: 4632.360352
	Iteration 9Q: 3 clusters Score -1377570 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1377739.625000 Penalty: 4632.360352
	Iteration 10Q: 3 clusters Score -1377740 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1377879.250000 Penalty: 4632.360352
	Iteration 11Q: 3 clusters Score -1377879 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1378006.250000 Penalty: 4632.360352
	Iteration 12Q: 3 clusters Score -1378006 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1378132.000000 Penalty: 4632.360352
	Iteration 13Q: 3 clusters Score -1378132 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1378270.500000 Penalty: 4632.360352
	Iteration 14Q: 3 clusters Score -1378270 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1378404.625000 Penalty: 4632.360352
	Iteration 15Q: 3 clusters Score -1378405 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1378540.000000 Penalty: 4632.360352
	Iteration 16Q: 3 clusters Score -1378540 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1378677.625000 Penalty: 4632.360352
	Iteration 17Q: 3 clusters Score -1378678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1378842.625000 Penalty: 4632.360352
	Iteration 18Q: 3 clusters Score -1378843 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1379012.250000 Penalty: 4632.360352
	Iteration 19Q: 3 clusters Score -1379012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1379180.750000 Penalty: 4632.360352
	Iteration 20F: 3 clusters Score -1379181 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1379352.000000 Penalty: 4632.360352
	Iteration 21Q: 3 clusters Score -1379352 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1379467.125000 Penalty: 4632.360352
	Iteration 22Q: 3 clusters Score -1379467 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1379540.750000 Penalty: 4632.360352
	Iteration 23Q: 3 clusters Score -1379541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1379605.625000 Penalty: 4632.360352
	Iteration 24Q: 3 clusters Score -1379606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1379652.625000 Penalty: 4632.360352
	Iteration 25Q: 3 clusters Score -1379653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1379683.125000 Penalty: 4632.360352
	Iteration 26Q: 3 clusters Score -1379683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1379711.375000 Penalty: 4632.360352
	Iteration 27Q: 3 clusters Score -1379711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1379735.750000 Penalty: 4632.360352
	Iteration 28Q: 3 clusters Score -1379736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1379755.500000 Penalty: 4632.360352
	Iteration 29Q: 3 clusters Score -1379756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1379763.250000 Penalty: 4632.360352
	Iteration 30Q: 3 clusters Score -1379763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1379777.875000 Penalty: 4632.360352
	Iteration 31Q: 3 clusters Score -1379778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1379790.750000 Penalty: 4632.360352
	Iteration 32Q: 3 clusters Score -1379791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1379798.250000 Penalty: 4632.360352
	Iteration 33Q: 3 clusters Score -1379798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1379802.875000 Penalty: 4632.360352
	Iteration 34Q: 3 clusters Score -1379803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1379809.375000 Penalty: 4632.360352
	Iteration 35Q: 3 clusters Score -1379809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1379816.750000 Penalty: 4632.360352
	Iteration 36Q: 3 clusters Score -1379817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1379824.375000 Penalty: 4632.360352
	Iteration 37Q: 3 clusters Score -1379824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1379828.125000 Penalty: 4632.360352
	Iteration 38Q: 3 clusters Score -1379828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1379840.250000 Penalty: 4632.360352
	Iteration 39Q: 3 clusters Score -1379840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1379845.000000 Penalty: 4632.360352
	Iteration 40F: 3 clusters Score -1379845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1379850.375000 Penalty: 4632.360352
	Iteration 41Q: 3 clusters Score -1379850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1379856.375000 Penalty: 4632.360352
	Iteration 42Q: 3 clusters Score -1379856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379860.750000 Penalty: 4632.360352
	Iteration 43Q: 3 clusters Score -1379861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379862.750000 Penalty: 4632.360352
	Iteration 44Q: 3 clusters Score -1379863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379865.125000 Penalty: 4632.360352
	Iteration 45Q: 3 clusters Score -1379865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379866.500000 Penalty: 4632.360352
	Iteration 46Q: 3 clusters Score -1379866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1379865.375000 Penalty: 4632.360352
	Iteration 47Q: 3 clusters Score -1379865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379868.000000 Penalty: 4632.360352
	Iteration 48Q: 3 clusters Score -1379868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379867.875000 Penalty: 4632.360352
	Iteration 49Q: 3 clusters Score -1379868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1379867.750000 Penalty: 4632.360352
	Iteration 50Q: 3 clusters Score -1379868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1379870.000000 Penalty: 4632.360352
	Iteration 51Q: 3 clusters Score -1379870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1379871.000000 Penalty: 4632.360352
	Iteration 52Q: 3 clusters Score -1379871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1379870.500000 Penalty: 4632.360352
	Iteration 53Q: 3 clusters Score -1379870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1379869.500000 Penalty: 4632.360352
	Iteration 54Q: 3 clusters Score -1379870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1379870.500000 Penalty: 4632.360352
	Iteration 55Q: 3 clusters Score -1379870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1379870.500000 Penalty: 4632.360352
	Iteration 56F: 3 clusters Score -1379870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Entering Unmasked Estep 
Score: -2626489.750000 Penalty: 2477.834717
	Iteration 0F: 2 clusters Score -2626490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2611120.500000 Penalty: 4955.669434
	Iteration 0F: 3 clusters Score -2611120 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2616311.500000 Penalty: 4955.669434
	Iteration 1F: 3 clusters Score -2616312 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2616711.500000 Penalty: 4955.669434
	Iteration 2F: 3 clusters Score -2616712 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2617009.750000 Penalty: 4955.669434
	Iteration 3Q: 3 clusters Score -2617010 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2617248.750000 Penalty: 4955.669434
	Iteration 4Q: 3 clusters Score -2617249 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2617499.500000 Penalty: 4955.669434
	Iteration 5Q: 3 clusters Score -2617500 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2617726.250000 Penalty: 4955.669434
	Iteration 6Q: 3 clusters Score -2617726 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2617989.500000 Penalty: 4955.669434
	Iteration 7Q: 3 clusters Score -2617990 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2618305.500000 Penalty: 4955.669434
	Iteration 8Q: 3 clusters Score -2618306 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2618658.250000 Penalty: 4955.669434
	Iteration 9Q: 3 clusters Score -2618658 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2619090.500000 Penalty: 4955.669434
	Iteration 10Q: 3 clusters Score -2619090 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2619641.250000 Penalty: 4955.669434
	Iteration 11Q: 3 clusters Score -2619641 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2620247.750000 Penalty: 4955.669434
	Iteration 12Q: 3 clusters Score -2620248 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2620818.750000 Penalty: 4955.669434
	Iteration 13Q: 3 clusters Score -2620819 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2621284.250000 Penalty: 4955.669434
	Iteration 14Q: 3 clusters Score -2621284 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2621647.000000 Penalty: 4955.669434
	Iteration 15Q: 3 clusters Score -2621647 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2621950.250000 Penalty: 4955.669434
	Iteration 16Q: 3 clusters Score -2621950 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2622226.500000 Penalty: 4955.669434
	Iteration 17Q: 3 clusters Score -2622226 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2622475.500000 Penalty: 4955.669434
	Iteration 18Q: 3 clusters Score -2622476 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2622683.000000 Penalty: 4955.669434
	Iteration 19Q: 3 clusters Score -2622683 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2622856.250000 Penalty: 4955.669434
	Iteration 20F: 3 clusters Score -2622856 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2623052.250000 Penalty: 4955.669434
	Iteration 21Q: 3 clusters Score -2623052 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2623220.250000 Penalty: 4955.669434
	Iteration 22Q: 3 clusters Score -2623220 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2623382.750000 Penalty: 4955.669434
	Iteration 23Q: 3 clusters Score -2623383 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2623517.750000 Penalty: 4955.669434
	Iteration 24Q: 3 clusters Score -2623518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2623646.750000 Penalty: 4955.669434
	Iteration 25Q: 3 clusters Score -2623647 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2623767.250000 Penalty: 4955.669434
	Iteration 26Q: 3 clusters Score -2623767 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2623860.000000 Penalty: 4955.669434
	Iteration 27Q: 3 clusters Score -2623860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2623974.000000 Penalty: 4955.669434
	Iteration 28Q: 3 clusters Score -2623974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2624074.500000 Penalty: 4955.669434
	Iteration 29Q: 3 clusters Score -2624074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2624161.750000 Penalty: 4955.669434
	Iteration 30Q: 3 clusters Score -2624162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2624241.500000 Penalty: 4955.669434
	Iteration 31Q: 3 clusters Score -2624242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2624298.750000 Penalty: 4955.669434
	Iteration 32Q: 3 clusters Score -2624299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2624343.000000 Penalty: 4955.669434
	Iteration 33Q: 3 clusters Score -2624343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2624371.000000 Penalty: 4955.669434
	Iteration 34Q: 3 clusters Score -2624371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2624393.500000 Penalty: 4955.669434
	Iteration 35Q: 3 clusters Score -2624394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2624397.750000 Penalty: 4955.669434
	Iteration 36Q: 3 clusters Score -2624398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2624407.750000 Penalty: 4955.669434
	Iteration 37Q: 3 clusters Score -2624408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2624417.750000 Penalty: 4955.669434
	Iteration 38Q: 3 clusters Score -2624418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2624423.750000 Penalty: 4955.669434
	Iteration 39Q: 3 clusters Score -2624424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2624424.750000 Penalty: 4955.669434
	Iteration 40F: 3 clusters Score -2624425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2624429.750000 Penalty: 4955.669434
	Iteration 41Q: 3 clusters Score -2624430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2624434.500000 Penalty: 4955.669434
	Iteration 42Q: 3 clusters Score -2624434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2624439.250000 Penalty: 4955.669434
	Iteration 43Q: 3 clusters Score -2624439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2624444.000000 Penalty: 4955.669434
	Iteration 44Q: 3 clusters Score -2624444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2624447.000000 Penalty: 4955.669434
	Iteration 45Q: 3 clusters Score -2624447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2624447.250000 Penalty: 4955.669434
	Iteration 46Q: 3 clusters Score -2624447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2624448.750000 Penalty: 4955.669434
	Iteration 47Q: 3 clusters Score -2624449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2624450.500000 Penalty: 4955.669434
	Iteration 48Q: 3 clusters Score -2624450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2624450.500000 Penalty: 4955.669434
	Iteration 49Q: 3 clusters Score -2624450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2624453.250000 Penalty: 4955.669434
	Iteration 50Q: 3 clusters Score -2624453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2624456.500000 Penalty: 4955.669434
	Iteration 51Q: 3 clusters Score -2624456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2624469.250000 Penalty: 4955.669434
	Iteration 52Q: 3 clusters Score -2624469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2624471.500000 Penalty: 4955.669434
	Iteration 53Q: 3 clusters Score -2624472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2624472.250000 Penalty: 4955.669434
	Iteration 54Q: 3 clusters Score -2624472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2624474.750000 Penalty: 4955.669434
	Iteration 55Q: 3 clusters Score -2624475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2624473.000000 Penalty: 4955.669434
	Iteration 56Q: 3 clusters Score -2624473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2624476.000000 Penalty: 4955.669434
	Iteration 57Q: 3 clusters Score -2624476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2624475.500000 Penalty: 4955.669434
	Iteration 58Q: 3 clusters Score -2624476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2624474.250000 Penalty: 4955.669434
	Iteration 59Q: 3 clusters Score -2624474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2624475.500000 Penalty: 4955.669434
	Iteration 60F: 3 clusters Score -2624476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2624475.500000 Penalty: 4955.669434
	Iteration 61Q: 3 clusters Score -2624476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2624475.500000 Penalty: 4955.669434
	Iteration 62F: 3 clusters Score -2624476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -156328.953125 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -156329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -154178.984375 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -154179 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154468.062500 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -154468.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154529.625000 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -154529.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -154566.484375 Penalty: 3557.903076
	Iteration 3Q: 3 clusters Score -154566.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154601.218750 Penalty: 3557.903076
	Iteration 4Q: 3 clusters Score -154601.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154631.531250 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -154631.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -154652.500000 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -154652.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -154668.500000 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -154668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154678.203125 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -154678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154683.671875 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -154683.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -154692.687500 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -154692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154699.281250 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -154699.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154700.406250 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -154700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154703.812500 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -154703.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -154711.312500 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -154711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154718.484375 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -154718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154722.734375 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -154722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -154730.546875 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -154730.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154746.625000 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -154746.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154764.515625 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -154764.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154799.031250 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -154799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154855.140625 Penalty: 3557.903076
	Iteration 21Q: 3 clusters Score -154855.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -154920.765625 Penalty: 3557.903076
	Iteration 22Q: 3 clusters Score -154920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -154964.453125 Penalty: 3557.903076
	Iteration 23Q: 3 clusters Score -154964.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155018.015625 Penalty: 3557.903076
	Iteration 24Q: 3 clusters Score -155018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155080.687500 Penalty: 3557.903076
	Iteration 25Q: 3 clusters Score -155080.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -155132.515625 Penalty: 3557.903076
	Iteration 26Q: 3 clusters Score -155132.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155163.953125 Penalty: 3557.903076
	Iteration 27Q: 3 clusters Score -155164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155187.796875 Penalty: 3557.903076
	Iteration 28Q: 3 clusters Score -155187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -155206.625000 Penalty: 3557.903076
	Iteration 29Q: 3 clusters Score -155206.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155221.468750 Penalty: 3557.903076
	Iteration 30Q: 3 clusters Score -155221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155228.625000 Penalty: 3557.903076
	Iteration 31Q: 3 clusters Score -155228.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155232.484375 Penalty: 3557.903076
	Iteration 32Q: 3 clusters Score -155232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -155239.281250 Penalty: 3557.903076
	Iteration 33Q: 3 clusters Score -155239.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -155252.078125 Penalty: 3557.903076
	Iteration 34Q: 3 clusters Score -155252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155266.843750 Penalty: 3557.903076
	Iteration 35Q: 3 clusters Score -155266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -155278.578125 Penalty: 3557.903076
	Iteration 36Q: 3 clusters Score -155278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -155286.531250 Penalty: 3557.903076
	Iteration 37Q: 3 clusters Score -155286.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -155293.703125 Penalty: 3557.903076
	Iteration 38Q: 3 clusters Score -155293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155297.359375 Penalty: 3557.903076
	Iteration 39Q: 3 clusters Score -155297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155299.250000 Penalty: 3557.903076
	Iteration 40F: 3 clusters Score -155299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155299.656250 Penalty: 3557.903076
	Iteration 41Q: 3 clusters Score -155299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155299.656250 Penalty: 3557.903076
	Iteration 42F: 3 clusters Score -155299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 453 members 
Entering Unmasked Estep 
Score: -98962.218750 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98962.22 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99234.914062 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99234.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99322.914062 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99322.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99387.781250 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99387.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99444.070312 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99444.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99496.468750 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99496.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99521.335938 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99521.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99529.078125 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99529.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -99550.039062 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99550.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -99586.007812 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99586.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99670.601562 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99670.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99744.257812 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99744.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99796.164062 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99796.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99838.062500 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99838.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99873.414062 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99873.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99878.531250 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99878.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99886.960938 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99886.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99898.039062 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99898.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99905.429688 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -99905.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99908.515625 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -99908.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99916.554688 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -99916.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99923.390625 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -99923.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99924.617188 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -99924.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99927.867188 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -99927.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -99932.437500 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -99932.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99936.289062 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -99936.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99940.507812 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -99940.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99942.687500 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -99942.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99942.687500 Penalty: 3372.331787
	Iteration 28F: 3 clusters Score -99942.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (75748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Entering Unmasked Estep 
Score: -8996723.000000 Penalty: 2786.321533
	Iteration 0F: 2 clusters Score -8996723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -8945883.000000 Penalty: 5572.643066
	Iteration 0F: 3 clusters Score -8945883 nChanged 35616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8965942.000000 Penalty: 5572.643066
	Iteration 1F: 3 clusters Score -8965942 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -8966598.000000 Penalty: 5572.643066
	Iteration 2Q: 3 clusters Score -8966598 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8967403.000000 Penalty: 5572.643066
	Iteration 3Q: 3 clusters Score -8967403 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8968568.000000 Penalty: 5572.643066
	Iteration 4Q: 3 clusters Score -8968568 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -8970622.000000 Penalty: 5572.643066
	Iteration 5F: 3 clusters Score -8970622 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -8974269.000000 Penalty: 5572.643066
	Iteration 6F: 3 clusters Score -8974269 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -8979739.000000 Penalty: 5572.643066
	Iteration 7F: 3 clusters Score -8979739 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -8986199.000000 Penalty: 5572.643066
	Iteration 8F: 3 clusters Score -8986199 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -8991001.000000 Penalty: 5572.643066
	Iteration 9F: 3 clusters Score -8991001 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -8993218.000000 Penalty: 5572.643066
	Iteration 10Q: 3 clusters Score -8993218 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -8993899.000000 Penalty: 5572.643066
	Iteration 11Q: 3 clusters Score -8993899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -8994095.000000 Penalty: 5572.643066
	Iteration 12Q: 3 clusters Score -8994095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 75438 members 
Entering Unmasked Estep 
Score: -8994163.000000 Penalty: 5572.643066
	Iteration 13Q: 3 clusters Score -8994163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -8994216.000000 Penalty: 5572.643066
	Iteration 14Q: 3 clusters Score -8994216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -8994241.000000 Penalty: 5572.643066
	Iteration 15Q: 3 clusters Score -8994241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -8994249.000000 Penalty: 5572.643066
	Iteration 16Q: 3 clusters Score -8994249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -8994252.000000 Penalty: 5572.643066
	Iteration 17Q: 3 clusters Score -8994252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -8994251.000000 Penalty: 5572.643066
	Iteration 18Q: 3 clusters Score -8994251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -8994251.000000 Penalty: 5572.643066
	Iteration 19F: 3 clusters Score -8994251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Entering Unmasked Estep 
Score: -3076788.250000 Penalty: 2510.310791
	Iteration 0F: 2 clusters Score -3076788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3059758.750000 Penalty: 5020.621582
	Iteration 0F: 3 clusters Score -3059759 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3065439.250000 Penalty: 5020.621582
	Iteration 1F: 3 clusters Score -3065439 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3065796.000000 Penalty: 5020.621582
	Iteration 2Q: 3 clusters Score -3065796 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3066044.000000 Penalty: 5020.621582
	Iteration 3Q: 3 clusters Score -3066044 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3066245.500000 Penalty: 5020.621582
	Iteration 4Q: 3 clusters Score -3066246 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3066418.750000 Penalty: 5020.621582
	Iteration 5Q: 3 clusters Score -3066419 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3066603.000000 Penalty: 5020.621582
	Iteration 6Q: 3 clusters Score -3066603 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3066725.500000 Penalty: 5020.621582
	Iteration 7Q: 3 clusters Score -3066726 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3066859.500000 Penalty: 5020.621582
	Iteration 8Q: 3 clusters Score -3066860 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3066982.250000 Penalty: 5020.621582
	Iteration 9Q: 3 clusters Score -3066982 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3067074.250000 Penalty: 5020.621582
	Iteration 10Q: 3 clusters Score -3067074 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3067181.250000 Penalty: 5020.621582
	Iteration 11Q: 3 clusters Score -3067181 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3067309.250000 Penalty: 5020.621582
	Iteration 12Q: 3 clusters Score -3067309 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3067484.500000 Penalty: 5020.621582
	Iteration 13Q: 3 clusters Score -3067484 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3067691.500000 Penalty: 5020.621582
	Iteration 14Q: 3 clusters Score -3067692 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3067960.000000 Penalty: 5020.621582
	Iteration 15Q: 3 clusters Score -3067960 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -3068332.250000 Penalty: 5020.621582
	Iteration 16Q: 3 clusters Score -3068332 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3068856.500000 Penalty: 5020.621582
	Iteration 17Q: 3 clusters Score -3068856 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3069616.000000 Penalty: 5020.621582
	Iteration 18Q: 3 clusters Score -3069616 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3070543.250000 Penalty: 5020.621582
	Iteration 19Q: 3 clusters Score -3070543 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3071446.000000 Penalty: 5020.621582
	Iteration 20F: 3 clusters Score -3071446 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3072277.250000 Penalty: 5020.621582
	Iteration 21Q: 3 clusters Score -3072277 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3072916.250000 Penalty: 5020.621582
	Iteration 22Q: 3 clusters Score -3072916 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3073375.000000 Penalty: 5020.621582
	Iteration 23Q: 3 clusters Score -3073375 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3073714.750000 Penalty: 5020.621582
	Iteration 24Q: 3 clusters Score -3073715 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3073948.500000 Penalty: 5020.621582
	Iteration 25Q: 3 clusters Score -3073948 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3074095.750000 Penalty: 5020.621582
	Iteration 26Q: 3 clusters Score -3074096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3074224.000000 Penalty: 5020.621582
	Iteration 27Q: 3 clusters Score -3074224 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3074320.750000 Penalty: 5020.621582
	Iteration 28Q: 3 clusters Score -3074321 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3074414.000000 Penalty: 5020.621582
	Iteration 29Q: 3 clusters Score -3074414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3074470.000000 Penalty: 5020.621582
	Iteration 30Q: 3 clusters Score -3074470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3074510.500000 Penalty: 5020.621582
	Iteration 31Q: 3 clusters Score -3074510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3074532.250000 Penalty: 5020.621582
	Iteration 32Q: 3 clusters Score -3074532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3074546.750000 Penalty: 5020.621582
	Iteration 33Q: 3 clusters Score -3074547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3074554.750000 Penalty: 5020.621582
	Iteration 34Q: 3 clusters Score -3074555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3074572.000000 Penalty: 5020.621582
	Iteration 35Q: 3 clusters Score -3074572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3074579.500000 Penalty: 5020.621582
	Iteration 36Q: 3 clusters Score -3074580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3074595.000000 Penalty: 5020.621582
	Iteration 37Q: 3 clusters Score -3074595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3074600.500000 Penalty: 5020.621582
	Iteration 38Q: 3 clusters Score -3074600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3074606.750000 Penalty: 5020.621582
	Iteration 39Q: 3 clusters Score -3074607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3074614.500000 Penalty: 5020.621582
	Iteration 40F: 3 clusters Score -3074614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3074617.250000 Penalty: 5020.621582
	Iteration 41Q: 3 clusters Score -3074617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -3074622.750000 Penalty: 5020.621582
	Iteration 42Q: 3 clusters Score -3074623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3074623.750000 Penalty: 5020.621582
	Iteration 43Q: 3 clusters Score -3074624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3074623.250000 Penalty: 5020.621582
	Iteration 44Q: 3 clusters Score -3074623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3074626.250000 Penalty: 5020.621582
	Iteration 45Q: 3 clusters Score -3074626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3074624.500000 Penalty: 5020.621582
	Iteration 46Q: 3 clusters Score -3074624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3074623.250000 Penalty: 5020.621582
	Iteration 47Q: 3 clusters Score -3074623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3074623.250000 Penalty: 5020.621582
	Iteration 48F: 3 clusters Score -3074623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -111936.625000 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -111936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110002.968750 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -110003 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110303.804688 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -110303.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110422.046875 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -110422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110493.125000 Penalty: 3419.756348
	Iteration 3Q: 3 clusters Score -110493.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110561.250000 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -110561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110594.007812 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -110594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110620.585938 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -110620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110639.453125 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -110639.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110655.953125 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -110656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110669.570312 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -110669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110674.289062 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -110674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110678.796875 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -110678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110684.695312 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -110684.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110696.578125 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -110696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110705.554688 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -110705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110708.546875 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -110708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110710.398438 Penalty: 3419.756348
	Iteration 16Q: 3 clusters Score -110710.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110736.117188 Penalty: 3419.756348
	Iteration 17Q: 3 clusters Score -110736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110757.242188 Penalty: 3419.756348
	Iteration 18Q: 3 clusters Score -110757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110780.312500 Penalty: 3419.756348
	Iteration 19Q: 3 clusters Score -110780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110786.570312 Penalty: 3419.756348
	Iteration 20F: 3 clusters Score -110786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110794.656250 Penalty: 3419.756348
	Iteration 21Q: 3 clusters Score -110794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110802.304688 Penalty: 3419.756348
	Iteration 22Q: 3 clusters Score -110802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110805.453125 Penalty: 3419.756348
	Iteration 23Q: 3 clusters Score -110805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110810.109375 Penalty: 3419.756348
	Iteration 24Q: 3 clusters Score -110810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110820.148438 Penalty: 3419.756348
	Iteration 25Q: 3 clusters Score -110820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110826.296875 Penalty: 3419.756348
	Iteration 26Q: 3 clusters Score -110826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -110835.265625 Penalty: 3419.756348
	Iteration 27Q: 3 clusters Score -110835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110846.359375 Penalty: 3419.756348
	Iteration 28Q: 3 clusters Score -110846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -110854.437500 Penalty: 3419.756348
	Iteration 29Q: 3 clusters Score -110854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110862.703125 Penalty: 3419.756348
	Iteration 30Q: 3 clusters Score -110862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -110866.093750 Penalty: 3419.756348
	Iteration 31Q: 3 clusters Score -110866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110868.515625 Penalty: 3419.756348
	Iteration 32Q: 3 clusters Score -110868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -110871.617188 Penalty: 3419.756348
	Iteration 33Q: 3 clusters Score -110871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -110875.570312 Penalty: 3419.756348
	Iteration 34Q: 3 clusters Score -110875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -110878.109375 Penalty: 3419.756348
	Iteration 35Q: 3 clusters Score -110878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110880.203125 Penalty: 3419.756348
	Iteration 36Q: 3 clusters Score -110880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110884.023438 Penalty: 3419.756348
	Iteration 37Q: 3 clusters Score -110884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110887.296875 Penalty: 3419.756348
	Iteration 38Q: 3 clusters Score -110887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -110888.046875 Penalty: 3419.756348
	Iteration 39Q: 3 clusters Score -110888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -110889.429688 Penalty: 3419.756348
	Iteration 40F: 3 clusters Score -110889.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 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 450 members 
Entering Unmasked Estep 
Score: -96037.156250 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96037.16 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -96618.593750 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96618.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96816.445312 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96816.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97021.703125 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -97021.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97205.507812 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97205.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97301.296875 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -97301.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -97355.640625 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97355.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97399.937500 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97399.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -97439.968750 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97439.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -97498.039062 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97498.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97528.210938 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97528.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -97555.390625 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97555.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97581.484375 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97581.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97597.242188 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97597.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97623.476562 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97623.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -97637.898438 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -97661.531250 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -97661.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -97675.382812 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -97675.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97689.960938 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -97689.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -97695.062500 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -97695.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97698.914062 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -97698.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97700.179688 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -97700.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97701.250000 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -97701.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97701.250000 Penalty: 3376.735596
	Iteration 23F: 3 clusters Score -97701.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -777599.187500 Penalty: 2183.732910
	Iteration 0F: 2 clusters Score -777599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -772062.750000 Penalty: 4367.465820
	Iteration 0F: 3 clusters Score -772062.8 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -773601.187500 Penalty: 4367.465820
	Iteration 1F: 3 clusters Score -773601.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -773957.375000 Penalty: 4367.465820
	Iteration 2F: 3 clusters Score -773957.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -774258.687500 Penalty: 4367.465820
	Iteration 3F: 3 clusters Score -774258.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -774588.125000 Penalty: 4367.465820
	Iteration 4F: 3 clusters Score -774588.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -774901.250000 Penalty: 4367.465820
	Iteration 5F: 3 clusters Score -774901.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -775180.250000 Penalty: 4367.465820
	Iteration 6Q: 3 clusters Score -775180.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -775408.875000 Penalty: 4367.465820
	Iteration 7Q: 3 clusters Score -775408.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -775599.375000 Penalty: 4367.465820
	Iteration 8Q: 3 clusters Score -775599.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -775743.500000 Penalty: 4367.465820
	Iteration 9Q: 3 clusters Score -775743.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -775855.625000 Penalty: 4367.465820
	Iteration 10Q: 3 clusters Score -775855.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -775951.250000 Penalty: 4367.465820
	Iteration 11Q: 3 clusters Score -775951.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -776029.312500 Penalty: 4367.465820
	Iteration 12Q: 3 clusters Score -776029.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -776087.500000 Penalty: 4367.465820
	Iteration 13Q: 3 clusters Score -776087.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -776134.812500 Penalty: 4367.465820
	Iteration 14Q: 3 clusters Score -776134.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -776182.312500 Penalty: 4367.465820
	Iteration 15Q: 3 clusters Score -776182.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -776234.937500 Penalty: 4367.465820
	Iteration 16Q: 3 clusters Score -776234.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -776283.375000 Penalty: 4367.465820
	Iteration 17Q: 3 clusters Score -776283.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -776327.250000 Penalty: 4367.465820
	Iteration 18Q: 3 clusters Score -776327.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -776373.250000 Penalty: 4367.465820
	Iteration 19Q: 3 clusters Score -776373.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -776407.875000 Penalty: 4367.465820
	Iteration 20F: 3 clusters Score -776407.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -776443.937500 Penalty: 4367.465820
	Iteration 21Q: 3 clusters Score -776443.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -776476.812500 Penalty: 4367.465820
	Iteration 22Q: 3 clusters Score -776476.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -776503.062500 Penalty: 4367.465820
	Iteration 23Q: 3 clusters Score -776503.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -776524.312500 Penalty: 4367.465820
	Iteration 24Q: 3 clusters Score -776524.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -776541.000000 Penalty: 4367.465820
	Iteration 25Q: 3 clusters Score -776541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -776550.187500 Penalty: 4367.465820
	Iteration 26Q: 3 clusters Score -776550.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -776560.687500 Penalty: 4367.465820
	Iteration 27Q: 3 clusters Score -776560.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -776571.437500 Penalty: 4367.465820
	Iteration 28Q: 3 clusters Score -776571.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -776581.625000 Penalty: 4367.465820
	Iteration 29Q: 3 clusters Score -776581.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -776589.500000 Penalty: 4367.465820
	Iteration 30Q: 3 clusters Score -776589.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -776601.375000 Penalty: 4367.465820
	Iteration 31Q: 3 clusters Score -776601.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -776615.375000 Penalty: 4367.465820
	Iteration 32Q: 3 clusters Score -776615.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -776626.625000 Penalty: 4367.465820
	Iteration 33Q: 3 clusters Score -776626.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -776641.312500 Penalty: 4367.465820
	Iteration 34Q: 3 clusters Score -776641.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -776656.875000 Penalty: 4367.465820
	Iteration 35Q: 3 clusters Score -776656.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -776664.250000 Penalty: 4367.465820
	Iteration 36Q: 3 clusters Score -776664.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -776670.500000 Penalty: 4367.465820
	Iteration 37Q: 3 clusters Score -776670.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -776681.312500 Penalty: 4367.465820
	Iteration 38Q: 3 clusters Score -776681.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -776690.062500 Penalty: 4367.465820
	Iteration 39Q: 3 clusters Score -776690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -776693.812500 Penalty: 4367.465820
	Iteration 40F: 3 clusters Score -776693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -776695.062500 Penalty: 4367.465820
	Iteration 41Q: 3 clusters Score -776695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -776696.000000 Penalty: 4367.465820
	Iteration 42Q: 3 clusters Score -776696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -776699.062500 Penalty: 4367.465820
	Iteration 43Q: 3 clusters Score -776699.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -776703.625000 Penalty: 4367.465820
	Iteration 44Q: 3 clusters Score -776703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -776706.125000 Penalty: 4367.465820
	Iteration 45Q: 3 clusters Score -776706.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -776710.625000 Penalty: 4367.465820
	Iteration 46Q: 3 clusters Score -776710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -776713.812500 Penalty: 4367.465820
	Iteration 47Q: 3 clusters Score -776713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -776715.562500 Penalty: 4367.465820
	Iteration 48Q: 3 clusters Score -776715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -776717.625000 Penalty: 4367.465820
	Iteration 49Q: 3 clusters Score -776717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -776718.687500 Penalty: 4367.465820
	Iteration 50Q: 3 clusters Score -776718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -776718.125000 Penalty: 4367.465820
	Iteration 51Q: 3 clusters Score -776718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -776720.437500 Penalty: 4367.465820
	Iteration 52Q: 3 clusters Score -776720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -776721.437500 Penalty: 4367.465820
	Iteration 53Q: 3 clusters Score -776721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -776722.687500 Penalty: 4367.465820
	Iteration 54Q: 3 clusters Score -776722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -776724.562500 Penalty: 4367.465820
	Iteration 55Q: 3 clusters Score -776724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -776724.562500 Penalty: 4367.465820
	Iteration 56F: 3 clusters Score -776724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (198858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198858 members 
Entering Unmasked Estep 
Score: -24567744.000000 Penalty: 3025.685791
	Iteration 0F: 2 clusters Score -2.456774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99612 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -24445966.000000 Penalty: 6051.371582
	Iteration 0F: 3 clusters Score -2.444597e+07 nChanged 95407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 97039 members 
Entering Unmasked Estep 
Score: -24502362.000000 Penalty: 6051.371582
	Iteration 1F: 3 clusters Score -2.450236e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -24503838.000000 Penalty: 6051.371582
	Iteration 2Q: 3 clusters Score -2.450384e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -24505812.000000 Penalty: 6051.371582
	Iteration 3Q: 3 clusters Score -2.450581e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -24508834.000000 Penalty: 6051.371582
	Iteration 4Q: 3 clusters Score -2.450883e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 88401 members 
Entering Unmasked Estep 
Score: -24512516.000000 Penalty: 6051.371582
	Iteration 5Q: 3 clusters Score -2.451252e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -24517264.000000 Penalty: 6051.371582
	Iteration 6Q: 3 clusters Score -2.451726e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121423 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -24522946.000000 Penalty: 6051.371582
	Iteration 7F: 3 clusters Score -2.452295e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129417 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -24529318.000000 Penalty: 6051.371582
	Iteration 8F: 3 clusters Score -2.452932e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -24536442.000000 Penalty: 6051.371582
	Iteration 9F: 3 clusters Score -2.453644e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -24544486.000000 Penalty: 6051.371582
	Iteration 10F: 3 clusters Score -2.454449e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161840 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -24552000.000000 Penalty: 6051.371582
	Iteration 11F: 3 clusters Score -2.4552e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172621 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -24557810.000000 Penalty: 6051.371582
	Iteration 12F: 3 clusters Score -2.455781e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181426 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -24561964.000000 Penalty: 6051.371582
	Iteration 13Q: 3 clusters Score -2.456196e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187582 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -24564288.000000 Penalty: 6051.371582
	Iteration 14Q: 3 clusters Score -2.456429e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -24565328.000000 Penalty: 6051.371582
	Iteration 15Q: 3 clusters Score -2.456533e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193916 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -24565728.000000 Penalty: 6051.371582
	Iteration 16Q: 3 clusters Score -2.456573e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195224 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -24565834.000000 Penalty: 6051.371582
	Iteration 17Q: 3 clusters Score -2.456583e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195934 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -24566060.000000 Penalty: 6051.371582
	Iteration 18Q: 3 clusters Score -2.456606e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196333 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24566122.000000 Penalty: 6051.371582
	Iteration 19Q: 3 clusters Score -2.456612e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196568 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -24566128.000000 Penalty: 6051.371582
	Iteration 20F: 3 clusters Score -2.456613e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196720 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -24566146.000000 Penalty: 6051.371582
	Iteration 21Q: 3 clusters Score -2.456615e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -24566192.000000 Penalty: 6051.371582
	Iteration 22Q: 3 clusters Score -2.456619e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196923 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -24566234.000000 Penalty: 6051.371582
	Iteration 23Q: 3 clusters Score -2.456623e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197017 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -24566274.000000 Penalty: 6051.371582
	Iteration 24Q: 3 clusters Score -2.456627e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -24566298.000000 Penalty: 6051.371582
	Iteration 25Q: 3 clusters Score -2.45663e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197128 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -24566282.000000 Penalty: 6051.371582
	Iteration 26Q: 3 clusters Score -2.456628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -24566292.000000 Penalty: 6051.371582
	Iteration 27Q: 3 clusters Score -2.456629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197180 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -24566306.000000 Penalty: 6051.371582
	Iteration 28Q: 3 clusters Score -2.456631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197190 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -24566326.000000 Penalty: 6051.371582
	Iteration 29Q: 3 clusters Score -2.456633e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197220 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -24566324.000000 Penalty: 6051.371582
	Iteration 30Q: 3 clusters Score -2.456632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197238 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24566360.000000 Penalty: 6051.371582
	Iteration 31Q: 3 clusters Score -2.456636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197244 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24566374.000000 Penalty: 6051.371582
	Iteration 32Q: 3 clusters Score -2.456637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -24566358.000000 Penalty: 6051.371582
	Iteration 33Q: 3 clusters Score -2.456636e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197262 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -24566362.000000 Penalty: 6051.371582
	Iteration 34Q: 3 clusters Score -2.456636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197261 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24566364.000000 Penalty: 6051.371582
	Iteration 35Q: 3 clusters Score -2.456636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -24566360.000000 Penalty: 6051.371582
	Iteration 36Q: 3 clusters Score -2.456636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197268 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -24566378.000000 Penalty: 6051.371582
	Iteration 37Q: 3 clusters Score -2.456638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -24566360.000000 Penalty: 6051.371582
	Iteration 38Q: 3 clusters Score -2.456636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -24566358.000000 Penalty: 6051.371582
	Iteration 39Q: 3 clusters Score -2.456636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197271 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -24566352.000000 Penalty: 6051.371582
	Iteration 40F: 3 clusters Score -2.456635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197275 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -24566358.000000 Penalty: 6051.371582
	Iteration 41Q: 3 clusters Score -2.456636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197278 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -24566338.000000 Penalty: 6051.371582
	Iteration 42Q: 3 clusters Score -2.456634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197280 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24566352.000000 Penalty: 6051.371582
	Iteration 43Q: 3 clusters Score -2.456635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197282 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -24566348.000000 Penalty: 6051.371582
	Iteration 44Q: 3 clusters Score -2.456635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197288 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -24566332.000000 Penalty: 6051.371582
	Iteration 45Q: 3 clusters Score -2.456633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197291 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -24566354.000000 Penalty: 6051.371582
	Iteration 46Q: 3 clusters Score -2.456635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -24566336.000000 Penalty: 6051.371582
	Iteration 47Q: 3 clusters Score -2.456634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197297 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -24566348.000000 Penalty: 6051.371582
	Iteration 48Q: 3 clusters Score -2.456635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24566336.000000 Penalty: 6051.371582
	Iteration 49Q: 3 clusters Score -2.456634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197301 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -24566332.000000 Penalty: 6051.371582
	Iteration 50Q: 3 clusters Score -2.456633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197304 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -24566336.000000 Penalty: 6051.371582
	Iteration 51Q: 3 clusters Score -2.456634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -24566348.000000 Penalty: 6051.371582
	Iteration 52Q: 3 clusters Score -2.456635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -24566356.000000 Penalty: 6051.371582
	Iteration 53Q: 3 clusters Score -2.456636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197308 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24566364.000000 Penalty: 6051.371582
	Iteration 54Q: 3 clusters Score -2.456636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197310 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -24566362.000000 Penalty: 6051.371582
	Iteration 55Q: 3 clusters Score -2.456636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197310 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -24566368.000000 Penalty: 6051.371582
	Iteration 56Q: 3 clusters Score -2.456637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197314 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24566354.000000 Penalty: 6051.371582
	Iteration 57Q: 3 clusters Score -2.456635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197316 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -24566360.000000 Penalty: 6051.371582
	Iteration 58Q: 3 clusters Score -2.456636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197319 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -24566372.000000 Penalty: 6051.371582
	Iteration 59Q: 3 clusters Score -2.456637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197321 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -24566350.000000 Penalty: 6051.371582
	Iteration 60F: 3 clusters Score -2.456635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197323 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -24566362.000000 Penalty: 6051.371582
	Iteration 61Q: 3 clusters Score -2.456636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197324 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -24566374.000000 Penalty: 6051.371582
	Iteration 62Q: 3 clusters Score -2.456637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197323 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -24566372.000000 Penalty: 6051.371582
	Iteration 63Q: 3 clusters Score -2.456637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197323 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -24566372.000000 Penalty: 6051.371582
	Iteration 64F: 3 clusters Score -2.456637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41761.105469 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41761.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41980.875000 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41980.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42041.648438 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42041.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42076.222656 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42076.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42101.523438 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42101.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42116.414062 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42116.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42128.417969 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42128.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42145.808594 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42145.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42148.226562 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -42148.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42149.718750 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -42149.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42154.214844 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -42154.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42157.132812 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -42157.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42157.132812 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -42157.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (220481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220481 members 
Entering Unmasked Estep 
Score: -27095224.000000 Penalty: 3051.284668
	Iteration 0F: 2 clusters Score -2.709522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -26957894.000000 Penalty: 6102.569336
	Iteration 0F: 3 clusters Score -2.695789e+07 nChanged 106048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 109541 members 
Entering Unmasked Estep 
Score: -27019356.000000 Penalty: 6102.569336
	Iteration 1F: 3 clusters Score -2.701936e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111322 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -27020066.000000 Penalty: 6102.569336
	Iteration 2Q: 3 clusters Score -2.702007e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
Score: -27020658.000000 Penalty: 6102.569336
	Iteration 3Q: 3 clusters Score -2.702066e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112872 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -27021416.000000 Penalty: 6102.569336
	Iteration 4Q: 3 clusters Score -2.702142e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 106280 members 
Entering Unmasked Estep 
Score: -27022538.000000 Penalty: 6102.569336
	Iteration 5Q: 3 clusters Score -2.702254e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116247 members 
Mstep: Class 2 contains 104234 members 
Entering Unmasked Estep 
Score: -27023632.000000 Penalty: 6102.569336
	Iteration 6Q: 3 clusters Score -2.702363e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -27025000.000000 Penalty: 6102.569336
	Iteration 7Q: 3 clusters Score -2.7025e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -27026860.000000 Penalty: 6102.569336
	Iteration 8Q: 3 clusters Score -2.702686e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130110 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -27030294.000000 Penalty: 6102.569336
	Iteration 9Q: 3 clusters Score -2.703029e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -27035976.000000 Penalty: 6102.569336
	Iteration 10Q: 3 clusters Score -2.703598e+07 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150527 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -27044974.000000 Penalty: 6102.569336
	Iteration 11F: 3 clusters Score -2.704497e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163405 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -27056616.000000 Penalty: 6102.569336
	Iteration 12F: 3 clusters Score -2.705662e+07 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175961 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -27068144.000000 Penalty: 6102.569336
	Iteration 13F: 3 clusters Score -2.706814e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185850 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -27075966.000000 Penalty: 6102.569336
	Iteration 14F: 3 clusters Score -2.707597e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193161 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -27081062.000000 Penalty: 6102.569336
	Iteration 15Q: 3 clusters Score -2.708106e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198785 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -27084308.000000 Penalty: 6102.569336
	Iteration 16Q: 3 clusters Score -2.708431e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203131 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -27086398.000000 Penalty: 6102.569336
	Iteration 17Q: 3 clusters Score -2.70864e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206615 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -27087894.000000 Penalty: 6102.569336
	Iteration 18Q: 3 clusters Score -2.708789e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209427 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -27088928.000000 Penalty: 6102.569336
	Iteration 19Q: 3 clusters Score -2.708893e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -27089812.000000 Penalty: 6102.569336
	Iteration 20F: 3 clusters Score -2.708981e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213521 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -27090318.000000 Penalty: 6102.569336
	Iteration 21Q: 3 clusters Score -2.709032e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214976 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -27090832.000000 Penalty: 6102.569336
	Iteration 22Q: 3 clusters Score -2.709083e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216101 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -27091136.000000 Penalty: 6102.569336
	Iteration 23Q: 3 clusters Score -2.709114e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216958 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -27091414.000000 Penalty: 6102.569336
	Iteration 24Q: 3 clusters Score -2.709141e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217598 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -27091640.000000 Penalty: 6102.569336
	Iteration 25Q: 3 clusters Score -2.709164e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218060 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -27091874.000000 Penalty: 6102.569336
	Iteration 26Q: 3 clusters Score -2.709187e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218407 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -27092006.000000 Penalty: 6102.569336
	Iteration 27Q: 3 clusters Score -2.709201e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218695 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -27092178.000000 Penalty: 6102.569336
	Iteration 28Q: 3 clusters Score -2.709218e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218907 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -27092224.000000 Penalty: 6102.569336
	Iteration 29Q: 3 clusters Score -2.709222e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219077 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -27092266.000000 Penalty: 6102.569336
	Iteration 30Q: 3 clusters Score -2.709227e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219202 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -27092326.000000 Penalty: 6102.569336
	Iteration 31Q: 3 clusters Score -2.709233e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219304 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -27092376.000000 Penalty: 6102.569336
	Iteration 32Q: 3 clusters Score -2.709238e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219390 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -27092372.000000 Penalty: 6102.569336
	Iteration 33Q: 3 clusters Score -2.709237e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219454 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -27092430.000000 Penalty: 6102.569336
	Iteration 34Q: 3 clusters Score -2.709243e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219498 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -27092458.000000 Penalty: 6102.569336
	Iteration 35Q: 3 clusters Score -2.709246e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219533 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -27092494.000000 Penalty: 6102.569336
	Iteration 36Q: 3 clusters Score -2.709249e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219565 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -27092518.000000 Penalty: 6102.569336
	Iteration 37Q: 3 clusters Score -2.709252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219589 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -27092516.000000 Penalty: 6102.569336
	Iteration 38Q: 3 clusters Score -2.709252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219615 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -27092498.000000 Penalty: 6102.569336
	Iteration 39Q: 3 clusters Score -2.70925e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219639 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -27092526.000000 Penalty: 6102.569336
	Iteration 40F: 3 clusters Score -2.709253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219657 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -27092542.000000 Penalty: 6102.569336
	Iteration 41Q: 3 clusters Score -2.709254e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219672 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -27092578.000000 Penalty: 6102.569336
	Iteration 42Q: 3 clusters Score -2.709258e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219686 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -27092560.000000 Penalty: 6102.569336
	Iteration 43Q: 3 clusters Score -2.709256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219700 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -27092582.000000 Penalty: 6102.569336
	Iteration 44Q: 3 clusters Score -2.709258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219707 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -27092604.000000 Penalty: 6102.569336
	Iteration 45Q: 3 clusters Score -2.70926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219719 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -27092590.000000 Penalty: 6102.569336
	Iteration 46Q: 3 clusters Score -2.709259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219726 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -27092594.000000 Penalty: 6102.569336
	Iteration 47Q: 3 clusters Score -2.709259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219733 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -27092606.000000 Penalty: 6102.569336
	Iteration 48Q: 3 clusters Score -2.709261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219741 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -27092610.000000 Penalty: 6102.569336
	Iteration 49Q: 3 clusters Score -2.709261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -27092622.000000 Penalty: 6102.569336
	Iteration 50Q: 3 clusters Score -2.709262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219748 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -27092616.000000 Penalty: 6102.569336
	Iteration 51Q: 3 clusters Score -2.709262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219752 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -27092624.000000 Penalty: 6102.569336
	Iteration 52Q: 3 clusters Score -2.709262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219759 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -27092618.000000 Penalty: 6102.569336
	Iteration 53Q: 3 clusters Score -2.709262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -27092622.000000 Penalty: 6102.569336
	Iteration 54Q: 3 clusters Score -2.709262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219763 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -27092646.000000 Penalty: 6102.569336
	Iteration 55Q: 3 clusters Score -2.709265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219762 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -27092650.000000 Penalty: 6102.569336
	Iteration 56Q: 3 clusters Score -2.709265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -27092634.000000 Penalty: 6102.569336
	Iteration 57Q: 3 clusters Score -2.709263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219766 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -27092642.000000 Penalty: 6102.569336
	Iteration 58Q: 3 clusters Score -2.709264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219768 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -27092648.000000 Penalty: 6102.569336
	Iteration 59Q: 3 clusters Score -2.709265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219774 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -27092644.000000 Penalty: 6102.569336
	Iteration 60F: 3 clusters Score -2.709264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219773 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -27092644.000000 Penalty: 6102.569336
	Iteration 61Q: 3 clusters Score -2.709264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219775 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -27092640.000000 Penalty: 6102.569336
	Iteration 62Q: 3 clusters Score -2.709264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219777 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -27092636.000000 Penalty: 6102.569336
	Iteration 63Q: 3 clusters Score -2.709264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219778 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -27092636.000000 Penalty: 6102.569336
	Iteration 64Q: 3 clusters Score -2.709264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219778 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -27092636.000000 Penalty: 6102.569336
	Iteration 65F: 3 clusters Score -2.709264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192653 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201397 members 
Mstep: Class 7 contains 79189 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 49648 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 74368 members 
Mstep: Class 13 contains 82979 members 
Mstep: Class 14 contains 4253 members 
Mstep: Class 15 contains 87956 members 
Mstep: Class 16 contains 98368 members 
Mstep: Class 17 contains 144454 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 11378 members 
Mstep: Class 20 contains 21835 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75748 members 
Mstep: Class 24 contains 24890 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 198858 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 31 clusters Score -1.947283e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192591 members 
Mstep: Class 4 contains 9420 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201396 members 
Mstep: Class 7 contains 79121 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 49620 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 74791 members 
Mstep: Class 13 contains 82915 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 87888 members 
Mstep: Class 16 contains 98272 members 
Mstep: Class 17 contains 144375 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 21841 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75780 members 
Mstep: Class 24 contains 24967 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 198823 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 31 clusters Score -1.947283e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192597 members 
Mstep: Class 4 contains 9414 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201376 members 
Mstep: Class 7 contains 79077 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 49588 members 
Mstep: Class 11 contains 6983 members 
Mstep: Class 12 contains 75269 members 
Mstep: Class 13 contains 82837 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 87827 members 
Mstep: Class 16 contains 98180 members 
Mstep: Class 17 contains 144288 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 11361 members 
Mstep: Class 20 contains 21844 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75811 members 
Mstep: Class 24 contains 25038 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 198782 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 281Q: 31 clusters Score -1.947281e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192548 members 
Mstep: Class 4 contains 9416 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201347 members 
Mstep: Class 7 contains 79037 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49556 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 75771 members 
Mstep: Class 13 contains 82780 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 87776 members 
Mstep: Class 16 contains 98089 members 
Mstep: Class 17 contains 144153 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 11359 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75846 members 
Mstep: Class 24 contains 25107 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 198740 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 31 clusters Score -1.947284e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192530 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201336 members 
Mstep: Class 7 contains 78989 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49519 members 
Mstep: Class 11 contains 6987 members 
Mstep: Class 12 contains 76235 members 
Mstep: Class 13 contains 82717 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 87720 members 
Mstep: Class 16 contains 97989 members 
Mstep: Class 17 contains 144025 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 11360 members 
Mstep: Class 20 contains 21849 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75900 members 
Mstep: Class 24 contains 25186 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198693 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 31 clusters Score -1.947282e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 192520 members 
Mstep: Class 4 contains 9403 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201309 members 
Mstep: Class 7 contains 78942 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 49486 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 76644 members 
Mstep: Class 13 contains 82647 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 87650 members 
Mstep: Class 16 contains 97896 members 
Mstep: Class 17 contains 143891 members 
Mstep: Class 18 contains 2760 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 21846 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75952 members 
Mstep: Class 24 contains 25262 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 198679 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728448.000000 Penalty: 106339.234375
Iteration 284Q: 31 clusters Score -1.947284e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192506 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201304 members 
Mstep: Class 7 contains 78880 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49449 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 77116 members 
Mstep: Class 13 contains 82592 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 87572 members 
Mstep: Class 16 contains 97805 members 
Mstep: Class 17 contains 143735 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 21854 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75997 members 
Mstep: Class 24 contains 25326 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 198658 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728048.000000 Penalty: 106339.234375
Iteration 285Q: 31 clusters Score -1.94728e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 192523 members 
Mstep: Class 4 contains 9382 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201276 members 
Mstep: Class 7 contains 78820 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49405 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 77604 members 
Mstep: Class 13 contains 82523 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 97719 members 
Mstep: Class 17 contains 143584 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 21857 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76051 members 
Mstep: Class 24 contains 25387 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 198631 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220053 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 31 clusters Score -1.947276e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192490 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201240 members 
Mstep: Class 7 contains 78769 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49354 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 78098 members 
Mstep: Class 13 contains 82471 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 87377 members 
Mstep: Class 16 contains 97644 members 
Mstep: Class 17 contains 143435 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 20 contains 21865 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76098 members 
Mstep: Class 24 contains 25454 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6673 members 
Mstep: Class 28 contains 198564 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727968.000000 Penalty: 106339.234375
Iteration 287Q: 31 clusters Score -1.94728e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 192417 members 
Mstep: Class 4 contains 9371 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201246 members 
Mstep: Class 7 contains 78701 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49301 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 78630 members 
Mstep: Class 13 contains 82415 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 87284 members 
Mstep: Class 16 contains 97569 members 
Mstep: Class 17 contains 143281 members 
Mstep: Class 18 contains 2754 members 
Mstep: Class 19 contains 11367 members 
Mstep: Class 20 contains 21872 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76175 members 
Mstep: Class 24 contains 25529 members 
Mstep: Class 25 contains 987 members 
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Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198484 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 220011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 31 clusters Score -1.947276e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192373 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201194 members 
Mstep: Class 7 contains 78641 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 49259 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 79200 members 
Mstep: Class 13 contains 82360 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 87196 members 
Mstep: Class 16 contains 97487 members 
Mstep: Class 17 contains 143106 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 11365 members 
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Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76238 members 
Mstep: Class 24 contains 25608 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 198429 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219956 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 31 clusters Score -1.947279e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 192330 members 
Mstep: Class 4 contains 9363 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201147 members 
Mstep: Class 7 contains 78575 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 49205 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 79777 members 
Mstep: Class 13 contains 82297 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 87125 members 
Mstep: Class 16 contains 97392 members 
Mstep: Class 17 contains 142933 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 21888 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76299 members 
Mstep: Class 24 contains 25694 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 198358 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219906 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 290Q: 31 clusters Score -1.947282e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192254 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201138 members 
Mstep: Class 7 contains 78506 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 49153 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 80348 members 
Mstep: Class 13 contains 82228 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 87030 members 
Mstep: Class 16 contains 97302 members 
Mstep: Class 17 contains 142790 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 21900 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76347 members 
Mstep: Class 24 contains 25774 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 198303 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219867 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 31 clusters Score -1.947281e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 192108 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201101 members 
Mstep: Class 7 contains 78439 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 49101 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 80913 members 
Mstep: Class 13 contains 82171 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 86936 members 
Mstep: Class 16 contains 97197 members 
Mstep: Class 17 contains 142648 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 11366 members 
Mstep: Class 20 contains 21902 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76431 members 
Mstep: Class 24 contains 25861 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 198248 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 292Q: 31 clusters Score -1.947282e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 191945 members 
Mstep: Class 4 contains 9346 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201101 members 
Mstep: Class 7 contains 78360 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 49055 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 81500 members 
Mstep: Class 13 contains 82101 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 86833 members 
Mstep: Class 16 contains 97068 members 
Mstep: Class 17 contains 142518 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 11370 members 
Mstep: Class 20 contains 21910 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76508 members 
Mstep: Class 24 contains 25939 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 198207 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219903 members 
Entering Unmasked Estep 
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Iteration 293Q: 31 clusters Score -1.947286e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 191813 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201113 members 
Mstep: Class 7 contains 78289 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 48993 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 82101 members 
Mstep: Class 13 contains 82029 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 86733 members 
Mstep: Class 16 contains 96933 members 
Mstep: Class 17 contains 142383 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 21911 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76598 members 
Mstep: Class 24 contains 26020 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 198133 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219900 members 
Entering Unmasked Estep 
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Iteration 294Q: 31 clusters Score -1.947285e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 191726 members 
Mstep: Class 4 contains 9341 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201091 members 
Mstep: Class 7 contains 78217 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 48941 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 82687 members 
Mstep: Class 13 contains 81949 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 86619 members 
Mstep: Class 16 contains 96768 members 
Mstep: Class 17 contains 142273 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 21917 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76701 members 
Mstep: Class 24 contains 26072 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 198085 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219898 members 
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Iteration 295Q: 31 clusters Score -1.94729e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 191668 members 
Mstep: Class 4 contains 9334 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201055 members 
Mstep: Class 7 contains 78158 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 48870 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 83314 members 
Mstep: Class 13 contains 81860 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 86518 members 
Mstep: Class 16 contains 96616 members 
Mstep: Class 17 contains 142147 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 11384 members 
Mstep: Class 20 contains 21921 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76790 members 
Mstep: Class 24 contains 26135 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 198033 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219862 members 
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Iteration 296Q: 31 clusters Score -1.947289e+08 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 191597 members 
Mstep: Class 4 contains 9326 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201059 members 
Mstep: Class 7 contains 78103 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 48780 members 
Mstep: Class 11 contains 7013 members 
Mstep: Class 12 contains 83941 members 
Mstep: Class 13 contains 81760 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 86422 members 
Mstep: Class 16 contains 96441 members 
Mstep: Class 17 contains 142028 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 21911 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76902 members 
Mstep: Class 24 contains 26207 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 197963 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219837 members 
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Iteration 297Q: 31 clusters Score -1.947295e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 191499 members 
Mstep: Class 4 contains 9325 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201062 members 
Mstep: Class 7 contains 78042 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 48696 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 84532 members 
Mstep: Class 13 contains 81670 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 15 contains 86332 members 
Mstep: Class 16 contains 96275 members 
Mstep: Class 17 contains 141927 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 21905 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77014 members 
Mstep: Class 24 contains 26272 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 197850 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219879 members 
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Iteration 298Q: 31 clusters Score -1.947297e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 191451 members 
Mstep: Class 4 contains 9321 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 201069 members 
Mstep: Class 7 contains 77982 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 48595 members 
Mstep: Class 11 contains 7018 members 
Mstep: Class 12 contains 85141 members 
Mstep: Class 13 contains 81573 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 86220 members 
Mstep: Class 16 contains 96111 members 
Mstep: Class 17 contains 141792 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 11382 members 
Mstep: Class 20 contains 21909 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77106 members 
Mstep: Class 24 contains 26334 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 197759 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219922 members 
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Iteration 299Q: 31 clusters Score -1.947298e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 191434 members 
Mstep: Class 4 contains 9313 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201081 members 
Mstep: Class 7 contains 77905 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 48502 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 85792 members 
Mstep: Class 13 contains 81458 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 86093 members 
Mstep: Class 16 contains 95941 members 
Mstep: Class 17 contains 141642 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 11388 members 
Mstep: Class 20 contains 21904 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77181 members 
Mstep: Class 24 contains 26400 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6683 members 
Mstep: Class 28 contains 197684 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219942 members 
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Iteration 300F: 31 clusters Score -1.947303e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 191368 members 
Mstep: Class 4 contains 9303 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201075 members 
Mstep: Class 7 contains 77833 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 48394 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 86468 members 
Mstep: Class 13 contains 81357 members 
Mstep: Class 14 contains 4248 members 
Mstep: Class 15 contains 85979 members 
Mstep: Class 16 contains 95794 members 
Mstep: Class 17 contains 141501 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 21907 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77268 members 
Mstep: Class 24 contains 26466 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 197618 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219939 members 
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Iteration 301Q: 31 clusters Score -1.947309e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 191238 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201068 members 
Mstep: Class 7 contains 77760 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 48313 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 87153 members 
Mstep: Class 13 contains 81247 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 85850 members 
Mstep: Class 16 contains 95646 members 
Mstep: Class 17 contains 141395 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 21915 members 
Mstep: Class 21 contains 1299 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77364 members 
Mstep: Class 24 contains 26522 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 197561 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219944 members 
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Iteration 302Q: 31 clusters Score -1.94731e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 191130 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201116 members 
Mstep: Class 7 contains 77680 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 48251 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 87824 members 
Mstep: Class 13 contains 81136 members 
Mstep: Class 14 contains 4250 members 
Mstep: Class 15 contains 85709 members 
Mstep: Class 16 contains 95470 members 
Mstep: Class 17 contains 141259 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 11396 members 
Mstep: Class 20 contains 21922 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77477 members 
Mstep: Class 24 contains 26564 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 197490 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219933 members 
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Iteration 303Q: 31 clusters Score -1.947319e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 191006 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201142 members 
Mstep: Class 7 contains 77593 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 48186 members 
Mstep: Class 11 contains 7058 members 
Mstep: Class 12 contains 88535 members 
Mstep: Class 13 contains 81034 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 85546 members 
Mstep: Class 16 contains 95315 members 
Mstep: Class 17 contains 141122 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 21930 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77585 members 
Mstep: Class 24 contains 26619 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 197428 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219905 members 
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Iteration 304Q: 31 clusters Score -1.947314e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190919 members 
Mstep: Class 4 contains 9262 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201137 members 
Mstep: Class 7 contains 77521 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 48119 members 
Mstep: Class 11 contains 7067 members 
Mstep: Class 12 contains 89250 members 
Mstep: Class 13 contains 80921 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 85397 members 
Mstep: Class 16 contains 95146 members 
Mstep: Class 17 contains 140985 members 
Mstep: Class 18 contains 2731 members 
Mstep: Class 19 contains 11401 members 
Mstep: Class 20 contains 21935 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77675 members 
Mstep: Class 24 contains 26683 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 197364 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219898 members 
Entering Unmasked Estep 
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Iteration 305Q: 31 clusters Score -1.947313e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190853 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201123 members 
Mstep: Class 7 contains 77429 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 48052 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 90040 members 
Mstep: Class 13 contains 80792 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 85234 members 
Mstep: Class 16 contains 94993 members 
Mstep: Class 17 contains 140862 members 
Mstep: Class 18 contains 2724 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 21945 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77732 members 
Mstep: Class 24 contains 26745 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6680 members 
Mstep: Class 28 contains 197283 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219877 members 
Entering Unmasked Estep 
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Iteration 306Q: 31 clusters Score -1.947315e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190768 members 
Mstep: Class 4 contains 9237 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201100 members 
Mstep: Class 7 contains 77330 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 47980 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 90791 members 
Mstep: Class 13 contains 80669 members 
Mstep: Class 14 contains 4255 members 
Mstep: Class 15 contains 85085 members 
Mstep: Class 16 contains 94835 members 
Mstep: Class 17 contains 140734 members 
Mstep: Class 18 contains 2715 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 21950 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77817 members 
Mstep: Class 24 contains 26797 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 197223 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219889 members 
Entering Unmasked Estep 
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Iteration 307Q: 31 clusters Score -1.947312e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190670 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201051 members 
Mstep: Class 7 contains 77230 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 47890 members 
Mstep: Class 11 contains 7090 members 
Mstep: Class 12 contains 91585 members 
Mstep: Class 13 contains 80552 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 84932 members 
Mstep: Class 16 contains 94682 members 
Mstep: Class 17 contains 140619 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 11414 members 
Mstep: Class 20 contains 21969 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77913 members 
Mstep: Class 24 contains 26844 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6683 members 
Mstep: Class 28 contains 197165 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219863 members 
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Iteration 308Q: 31 clusters Score -1.947306e+08 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190554 members 
Mstep: Class 4 contains 9214 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201038 members 
Mstep: Class 7 contains 77145 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 47806 members 
Mstep: Class 11 contains 7096 members 
Mstep: Class 12 contains 92392 members 
Mstep: Class 13 contains 80437 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 84734 members 
Mstep: Class 16 contains 94514 members 
Mstep: Class 17 contains 140480 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 11424 members 
Mstep: Class 20 contains 21987 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78011 members 
Mstep: Class 24 contains 26912 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 197081 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219867 members 
Entering Unmasked Estep 
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Iteration 309Q: 31 clusters Score -1.947314e+08 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 190428 members 
Mstep: Class 4 contains 9201 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201005 members 
Mstep: Class 7 contains 77053 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 47715 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 93269 members 
Mstep: Class 13 contains 80332 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 84571 members 
Mstep: Class 16 contains 94339 members 
Mstep: Class 17 contains 140351 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 22003 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78104 members 
Mstep: Class 24 contains 26990 members 
Mstep: Class 25 contains 988 members 
Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 197017 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219792 members 
Entering Unmasked Estep 
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Iteration 310Q: 31 clusters Score -1.947315e+08 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 190321 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200949 members 
Mstep: Class 7 contains 76952 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 47639 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 94103 members 
Mstep: Class 13 contains 80223 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 84434 members 
Mstep: Class 16 contains 94173 members 
Mstep: Class 17 contains 140230 members 
Mstep: Class 18 contains 2707 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 22017 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78211 members 
Mstep: Class 24 contains 27065 members 
Mstep: Class 25 contains 987 members 
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Mstep: Class 28 contains 196940 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219720 members 
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Iteration 311Q: 31 clusters Score -1.947316e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 190135 members 
Mstep: Class 4 contains 9182 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200959 members 
Mstep: Class 7 contains 76856 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 47558 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 94989 members 
Mstep: Class 13 contains 80085 members 
Mstep: Class 14 contains 4256 members 
Mstep: Class 15 contains 84295 members 
Mstep: Class 16 contains 94011 members 
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Mstep: Class 18 contains 2706 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 22033 members 
Mstep: Class 21 contains 1292 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78329 members 
Mstep: Class 24 contains 27127 members 
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Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 196851 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219641 members 
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Iteration 312Q: 31 clusters Score -1.947312e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 189953 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201003 members 
Mstep: Class 7 contains 76765 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 47467 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 95881 members 
Mstep: Class 13 contains 79956 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 84133 members 
Mstep: Class 16 contains 93851 members 
Mstep: Class 17 contains 140013 members 
Mstep: Class 18 contains 2705 members 
Mstep: Class 19 contains 11408 members 
Mstep: Class 20 contains 22027 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78469 members 
Mstep: Class 24 contains 27183 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6698 members 
Mstep: Class 28 contains 196772 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219533 members 
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Iteration 313Q: 31 clusters Score -1.94732e+08 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 189691 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201070 members 
Mstep: Class 7 contains 76674 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3060 members 
Mstep: Class 10 contains 47388 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 96789 members 
Mstep: Class 13 contains 79810 members 
Mstep: Class 14 contains 4264 members 
Mstep: Class 15 contains 83981 members 
Mstep: Class 16 contains 93693 members 
Mstep: Class 17 contains 139910 members 
Mstep: Class 18 contains 2705 members 
Mstep: Class 19 contains 11412 members 
Mstep: Class 20 contains 22021 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78623 members 
Mstep: Class 24 contains 27253 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6698 members 
Mstep: Class 28 contains 196678 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732016.000000 Penalty: 106339.234375
Iteration 314Q: 31 clusters Score -1.94732e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 189466 members 
Mstep: Class 4 contains 9156 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201128 members 
Mstep: Class 7 contains 76586 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 47309 members 
Mstep: Class 11 contains 7097 members 
Mstep: Class 12 contains 97715 members 
Mstep: Class 13 contains 79672 members 
Mstep: Class 14 contains 4273 members 
Mstep: Class 15 contains 83811 members 
Mstep: Class 16 contains 93550 members 
Mstep: Class 17 contains 139791 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 11417 members 
Mstep: Class 20 contains 22014 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78765 members 
Mstep: Class 24 contains 27323 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6701 members 
Mstep: Class 28 contains 196563 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733008.000000 Penalty: 106339.234375
Iteration 315Q: 31 clusters Score -1.94733e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 189222 members 
Mstep: Class 4 contains 9157 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201135 members 
Mstep: Class 7 contains 76494 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 47247 members 
Mstep: Class 11 contains 7097 members 
Mstep: Class 12 contains 98582 members 
Mstep: Class 13 contains 79541 members 
Mstep: Class 14 contains 4284 members 
Mstep: Class 15 contains 83646 members 
Mstep: Class 16 contains 93428 members 
Mstep: Class 17 contains 139697 members 
Mstep: Class 18 contains 2699 members 
Mstep: Class 19 contains 11413 members 
Mstep: Class 20 contains 21994 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78915 members 
Mstep: Class 24 contains 27406 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6703 members 
Mstep: Class 28 contains 196457 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733280.000000 Penalty: 106339.234375
Iteration 316Q: 31 clusters Score -1.947333e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 188990 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201130 members 
Mstep: Class 7 contains 76399 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 47170 members 
Mstep: Class 11 contains 7099 members 
Mstep: Class 12 contains 99510 members 
Mstep: Class 13 contains 79412 members 
Mstep: Class 14 contains 4286 members 
Mstep: Class 15 contains 83465 members 
Mstep: Class 16 contains 93297 members 
Mstep: Class 17 contains 139567 members 
Mstep: Class 18 contains 2697 members 
Mstep: Class 19 contains 11409 members 
Mstep: Class 20 contains 21983 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79081 members 
Mstep: Class 24 contains 27491 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6705 members 
Mstep: Class 28 contains 196358 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732800.000000 Penalty: 106339.234375
Iteration 317Q: 31 clusters Score -1.947328e+08 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 188757 members 
Mstep: Class 4 contains 9156 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 201091 members 
Mstep: Class 7 contains 76300 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 47098 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 100470 members 
Mstep: Class 13 contains 79275 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 83289 members 
Mstep: Class 16 contains 93142 members 
Mstep: Class 17 contains 139437 members 
Mstep: Class 18 contains 2693 members 
Mstep: Class 19 contains 11405 members 
Mstep: Class 20 contains 21974 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79252 members 
Mstep: Class 24 contains 27585 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 196277 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732624.000000 Penalty: 106339.234375
Iteration 318Q: 31 clusters Score -1.947326e+08 nChanged 4238
Entering ConstructFrom: 
Score: -194732624.000000 Penalty: 106339.234375
Entering ConstructFrom: 
Trying to split cluster 1 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -733894.125000 Penalty: 2157.396973
	Iteration 0F: 2 clusters Score -733894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -728710.000000 Penalty: 4314.793945
	Iteration 0F: 3 clusters Score -728710 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -730020.500000 Penalty: 4314.793945
	Iteration 1F: 3 clusters Score -730020.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -730269.937500 Penalty: 4314.793945
	Iteration 2F: 3 clusters Score -730269.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -730426.812500 Penalty: 4314.793945
	Iteration 3F: 3 clusters Score -730426.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -730529.125000 Penalty: 4314.793945
	Iteration 4Q: 3 clusters Score -730529.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -730602.625000 Penalty: 4314.793945
	Iteration 5Q: 3 clusters Score -730602.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -730662.312500 Penalty: 4314.793945
	Iteration 6Q: 3 clusters Score -730662.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -730710.687500 Penalty: 4314.793945
	Iteration 7Q: 3 clusters Score -730710.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -730756.687500 Penalty: 4314.793945
	Iteration 8Q: 3 clusters Score -730756.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -730814.062500 Penalty: 4314.793945
	Iteration 9Q: 3 clusters Score -730814.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -730880.812500 Penalty: 4314.793945
	Iteration 10Q: 3 clusters Score -730880.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -730937.875000 Penalty: 4314.793945
	Iteration 11Q: 3 clusters Score -730937.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -730981.750000 Penalty: 4314.793945
	Iteration 12Q: 3 clusters Score -730981.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -731029.937500 Penalty: 4314.793945
	Iteration 13Q: 3 clusters Score -731029.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -731079.937500 Penalty: 4314.793945
	Iteration 14Q: 3 clusters Score -731079.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -731132.375000 Penalty: 4314.793945
	Iteration 15Q: 3 clusters Score -731132.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -731179.000000 Penalty: 4314.793945
	Iteration 16Q: 3 clusters Score -731179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -731222.875000 Penalty: 4314.793945
	Iteration 17Q: 3 clusters Score -731222.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -731271.562500 Penalty: 4314.793945
	Iteration 18Q: 3 clusters Score -731271.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -731320.562500 Penalty: 4314.793945
	Iteration 19Q: 3 clusters Score -731320.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -731379.937500 Penalty: 4314.793945
	Iteration 20F: 3 clusters Score -731379.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -731444.687500 Penalty: 4314.793945
	Iteration 21Q: 3 clusters Score -731444.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -731521.000000 Penalty: 4314.793945
	Iteration 22Q: 3 clusters Score -731521 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -731601.375000 Penalty: 4314.793945
	Iteration 23Q: 3 clusters Score -731601.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -731672.250000 Penalty: 4314.793945
	Iteration 24Q: 3 clusters Score -731672.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -731752.062500 Penalty: 4314.793945
	Iteration 25Q: 3 clusters Score -731752.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -731822.062500 Penalty: 4314.793945
	Iteration 26Q: 3 clusters Score -731822.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -731883.125000 Penalty: 4314.793945
	Iteration 27Q: 3 clusters Score -731883.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -731947.437500 Penalty: 4314.793945
	Iteration 28Q: 3 clusters Score -731947.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -732013.062500 Penalty: 4314.793945
	Iteration 29Q: 3 clusters Score -732013.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -732083.000000 Penalty: 4314.793945
	Iteration 30Q: 3 clusters Score -732083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -732132.687500 Penalty: 4314.793945
	Iteration 31Q: 3 clusters Score -732132.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -732186.000000 Penalty: 4314.793945
	Iteration 32Q: 3 clusters Score -732186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -732234.125000 Penalty: 4314.793945
	Iteration 33Q: 3 clusters Score -732234.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -732265.875000 Penalty: 4314.793945
	Iteration 34Q: 3 clusters Score -732265.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -732281.437500 Penalty: 4314.793945
	Iteration 35Q: 3 clusters Score -732281.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -732299.812500 Penalty: 4314.793945
	Iteration 36Q: 3 clusters Score -732299.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -732316.062500 Penalty: 4314.793945
	Iteration 37Q: 3 clusters Score -732316.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -732328.875000 Penalty: 4314.793945
	Iteration 38Q: 3 clusters Score -732328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -732343.000000 Penalty: 4314.793945
	Iteration 39Q: 3 clusters Score -732343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -732348.937500 Penalty: 4314.793945
	Iteration 40F: 3 clusters Score -732348.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -732353.687500 Penalty: 4314.793945
	Iteration 41Q: 3 clusters Score -732353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -732356.687500 Penalty: 4314.793945
	Iteration 42Q: 3 clusters Score -732356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -732358.687500 Penalty: 4314.793945
	Iteration 43Q: 3 clusters Score -732358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -732361.312500 Penalty: 4314.793945
	Iteration 44Q: 3 clusters Score -732361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -732364.125000 Penalty: 4314.793945
	Iteration 45Q: 3 clusters Score -732364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -732366.312500 Penalty: 4314.793945
	Iteration 46Q: 3 clusters Score -732366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -732368.875000 Penalty: 4314.793945
	Iteration 47Q: 3 clusters Score -732368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -732369.500000 Penalty: 4314.793945
	Iteration 48Q: 3 clusters Score -732369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -732371.875000 Penalty: 4314.793945
	Iteration 49Q: 3 clusters Score -732371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -732372.125000 Penalty: 4314.793945
	Iteration 50Q: 3 clusters Score -732372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -732372.125000 Penalty: 4314.793945
	Iteration 51F: 3 clusters Score -732372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -264711.656250 Penalty: 1895.227051
	Iteration 0F: 2 clusters Score -264711.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -262039.250000 Penalty: 3790.454102
	Iteration 0F: 3 clusters Score -262039.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -262511.656250 Penalty: 3790.454102
	Iteration 1F: 3 clusters Score -262511.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -262613.812500 Penalty: 3790.454102
	Iteration 2F: 3 clusters Score -262613.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262677.437500 Penalty: 3790.454102
	Iteration 3Q: 3 clusters Score -262677.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -262710.156250 Penalty: 3790.454102
	Iteration 4Q: 3 clusters Score -262710.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -262736.906250 Penalty: 3790.454102
	Iteration 5Q: 3 clusters Score -262736.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -262750.906250 Penalty: 3790.454102
	Iteration 6Q: 3 clusters Score -262750.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -262760.625000 Penalty: 3790.454102
	Iteration 7Q: 3 clusters Score -262760.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -262775.687500 Penalty: 3790.454102
	Iteration 8Q: 3 clusters Score -262775.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -262786.000000 Penalty: 3790.454102
	Iteration 9Q: 3 clusters Score -262786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -262793.156250 Penalty: 3790.454102
	Iteration 10Q: 3 clusters Score -262793.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -262799.562500 Penalty: 3790.454102
	Iteration 11Q: 3 clusters Score -262799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -262803.562500 Penalty: 3790.454102
	Iteration 12Q: 3 clusters Score -262803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -262807.000000 Penalty: 3790.454102
	Iteration 13Q: 3 clusters Score -262807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262808.937500 Penalty: 3790.454102
	Iteration 14Q: 3 clusters Score -262808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -262811.312500 Penalty: 3790.454102
	Iteration 15Q: 3 clusters Score -262811.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262812.781250 Penalty: 3790.454102
	Iteration 16Q: 3 clusters Score -262812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262813.343750 Penalty: 3790.454102
	Iteration 17Q: 3 clusters Score -262813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262813.843750 Penalty: 3790.454102
	Iteration 18Q: 3 clusters Score -262813.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262813.843750 Penalty: 3790.454102
	Iteration 19F: 3 clusters Score -262813.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188566 members 
Entering Unmasked Estep 
Score: -23305974.000000 Penalty: 3012.506348
	Iteration 0F: 2 clusters Score -2.330597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -23184450.000000 Penalty: 6025.012695
	Iteration 0F: 3 clusters Score -2.318445e+07 nChanged 90632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -23237530.000000 Penalty: 6025.012695
	Iteration 1F: 3 clusters Score -2.323753e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -23238782.000000 Penalty: 6025.012695
	Iteration 2Q: 3 clusters Score -2.323878e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84742 members 
Mstep: Class 2 contains 103824 members 
Entering Unmasked Estep 
Score: -23240326.000000 Penalty: 6025.012695
	Iteration 3Q: 3 clusters Score -2.324033e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -23242890.000000 Penalty: 6025.012695
	Iteration 4Q: 3 clusters Score -2.324289e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -23247586.000000 Penalty: 6025.012695
	Iteration 5Q: 3 clusters Score -2.324759e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -23254978.000000 Penalty: 6025.012695
	Iteration 6F: 3 clusters Score -2.325498e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 136845 members 
Entering Unmasked Estep 
Score: -23265090.000000 Penalty: 6025.012695
	Iteration 7F: 3 clusters Score -2.326509e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -23276076.000000 Penalty: 6025.012695
	Iteration 8F: 3 clusters Score -2.327608e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 156692 members 
Entering Unmasked Estep 
Score: -23284468.000000 Penalty: 6025.012695
	Iteration 9F: 3 clusters Score -2.328447e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -23289360.000000 Penalty: 6025.012695
	Iteration 10Q: 3 clusters Score -2.328936e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 169269 members 
Entering Unmasked Estep 
Score: -23292808.000000 Penalty: 6025.012695
	Iteration 11Q: 3 clusters Score -2.329281e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 174066 members 
Entering Unmasked Estep 
Score: -23295478.000000 Penalty: 6025.012695
	Iteration 12Q: 3 clusters Score -2.329548e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 178139 members 
Entering Unmasked Estep 
Score: -23297606.000000 Penalty: 6025.012695
	Iteration 13Q: 3 clusters Score -2.329761e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -23299462.000000 Penalty: 6025.012695
	Iteration 14Q: 3 clusters Score -2.329946e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -23300844.000000 Penalty: 6025.012695
	Iteration 15Q: 3 clusters Score -2.330084e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 186000 members 
Entering Unmasked Estep 
Score: -23301808.000000 Penalty: 6025.012695
	Iteration 16Q: 3 clusters Score -2.330181e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 187188 members 
Entering Unmasked Estep 
Score: -23302470.000000 Penalty: 6025.012695
	Iteration 17Q: 3 clusters Score -2.330247e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 187833 members 
Entering Unmasked Estep 
Score: -23302906.000000 Penalty: 6025.012695
	Iteration 18Q: 3 clusters Score -2.330291e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 188103 members 
Entering Unmasked Estep 
Score: -23303114.000000 Penalty: 6025.012695
	Iteration 19Q: 3 clusters Score -2.330311e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 188217 members 
Entering Unmasked Estep 
Score: -23303214.000000 Penalty: 6025.012695
	Iteration 20F: 3 clusters Score -2.330321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 188269 members 
Entering Unmasked Estep 
Score: -23303266.000000 Penalty: 6025.012695
	Iteration 21Q: 3 clusters Score -2.330327e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 188292 members 
Entering Unmasked Estep 
Score: -23303310.000000 Penalty: 6025.012695
	Iteration 22Q: 3 clusters Score -2.330331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 188307 members 
Entering Unmasked Estep 
Score: -23303334.000000 Penalty: 6025.012695
	Iteration 23Q: 3 clusters Score -2.330333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 188317 members 
Entering Unmasked Estep 
Score: -23303348.000000 Penalty: 6025.012695
	Iteration 24Q: 3 clusters Score -2.330335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188318 members 
Entering Unmasked Estep 
Score: -23303342.000000 Penalty: 6025.012695
	Iteration 25Q: 3 clusters Score -2.330334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 188321 members 
Entering Unmasked Estep 
Score: -23303354.000000 Penalty: 6025.012695
	Iteration 26Q: 3 clusters Score -2.330335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188324 members 
Entering Unmasked Estep 
Score: -23303348.000000 Penalty: 6025.012695
	Iteration 27Q: 3 clusters Score -2.330335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188324 members 
Entering Unmasked Estep 
Score: -23303364.000000 Penalty: 6025.012695
	Iteration 28Q: 3 clusters Score -2.330336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188324 members 
Entering Unmasked Estep 
Score: -23303364.000000 Penalty: 6025.012695
	Iteration 29F: 3 clusters Score -2.330336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -1041467.125000 Penalty: 2262.052979
	Iteration 0F: 2 clusters Score -1041467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1034381.625000 Penalty: 4524.105957
	Iteration 0F: 3 clusters Score -1034382 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1036460.125000 Penalty: 4524.105957
	Iteration 1F: 3 clusters Score -1036460 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1036824.125000 Penalty: 4524.105957
	Iteration 2F: 3 clusters Score -1036824 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1037112.937500 Penalty: 4524.105957
	Iteration 3F: 3 clusters Score -1037113 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1037321.875000 Penalty: 4524.105957
	Iteration 4Q: 3 clusters Score -1037322 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1037525.562500 Penalty: 4524.105957
	Iteration 5Q: 3 clusters Score -1037526 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1037711.187500 Penalty: 4524.105957
	Iteration 6Q: 3 clusters Score -1037711 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1037891.500000 Penalty: 4524.105957
	Iteration 7Q: 3 clusters Score -1037892 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1038047.812500 Penalty: 4524.105957
	Iteration 8Q: 3 clusters Score -1038048 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1038188.250000 Penalty: 4524.105957
	Iteration 9Q: 3 clusters Score -1038188 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1038330.812500 Penalty: 4524.105957
	Iteration 10Q: 3 clusters Score -1038331 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1038474.062500 Penalty: 4524.105957
	Iteration 11Q: 3 clusters Score -1038474 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1038641.187500 Penalty: 4524.105957
	Iteration 12Q: 3 clusters Score -1038641 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1038800.625000 Penalty: 4524.105957
	Iteration 13Q: 3 clusters Score -1038801 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1038952.187500 Penalty: 4524.105957
	Iteration 14Q: 3 clusters Score -1038952 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1039113.125000 Penalty: 4524.105957
	Iteration 15Q: 3 clusters Score -1039113 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1039265.437500 Penalty: 4524.105957
	Iteration 16Q: 3 clusters Score -1039265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1039381.625000 Penalty: 4524.105957
	Iteration 17Q: 3 clusters Score -1039382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1039506.625000 Penalty: 4524.105957
	Iteration 18Q: 3 clusters Score -1039507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1039626.312500 Penalty: 4524.105957
	Iteration 19Q: 3 clusters Score -1039626 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1039724.812500 Penalty: 4524.105957
	Iteration 20F: 3 clusters Score -1039725 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1039815.812500 Penalty: 4524.105957
	Iteration 21Q: 3 clusters Score -1039816 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1039893.562500 Penalty: 4524.105957
	Iteration 22Q: 3 clusters Score -1039894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1039944.750000 Penalty: 4524.105957
	Iteration 23Q: 3 clusters Score -1039945 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1039979.437500 Penalty: 4524.105957
	Iteration 24Q: 3 clusters Score -1039979 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1040002.500000 Penalty: 4524.105957
	Iteration 25Q: 3 clusters Score -1040002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1040022.312500 Penalty: 4524.105957
	Iteration 26Q: 3 clusters Score -1040022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1040039.500000 Penalty: 4524.105957
	Iteration 27Q: 3 clusters Score -1040040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1040059.312500 Penalty: 4524.105957
	Iteration 28Q: 3 clusters Score -1040059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1040078.812500 Penalty: 4524.105957
	Iteration 29Q: 3 clusters Score -1040079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1040096.812500 Penalty: 4524.105957
	Iteration 30Q: 3 clusters Score -1040097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1040111.187500 Penalty: 4524.105957
	Iteration 31Q: 3 clusters Score -1040111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1040127.250000 Penalty: 4524.105957
	Iteration 32Q: 3 clusters Score -1040127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1040137.812500 Penalty: 4524.105957
	Iteration 33Q: 3 clusters Score -1040138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1040148.875000 Penalty: 4524.105957
	Iteration 34Q: 3 clusters Score -1040149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1040156.187500 Penalty: 4524.105957
	Iteration 35Q: 3 clusters Score -1040156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1040166.625000 Penalty: 4524.105957
	Iteration 36Q: 3 clusters Score -1040167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1040172.562500 Penalty: 4524.105957
	Iteration 37Q: 3 clusters Score -1040173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1040174.375000 Penalty: 4524.105957
	Iteration 38Q: 3 clusters Score -1040174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1040179.562500 Penalty: 4524.105957
	Iteration 39Q: 3 clusters Score -1040180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1040181.312500 Penalty: 4524.105957
	Iteration 40F: 3 clusters Score -1040181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1040188.812500 Penalty: 4524.105957
	Iteration 41Q: 3 clusters Score -1040189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1040196.812500 Penalty: 4524.105957
	Iteration 42Q: 3 clusters Score -1040197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1040202.312500 Penalty: 4524.105957
	Iteration 43Q: 3 clusters Score -1040202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1040202.500000 Penalty: 4524.105957
	Iteration 44Q: 3 clusters Score -1040202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1040206.187500 Penalty: 4524.105957
	Iteration 45Q: 3 clusters Score -1040206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1040212.187500 Penalty: 4524.105957
	Iteration 46Q: 3 clusters Score -1040212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1040219.625000 Penalty: 4524.105957
	Iteration 47Q: 3 clusters Score -1040220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1040224.187500 Penalty: 4524.105957
	Iteration 48Q: 3 clusters Score -1040224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1040230.062500 Penalty: 4524.105957
	Iteration 49Q: 3 clusters Score -1040230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1040236.375000 Penalty: 4524.105957
	Iteration 50Q: 3 clusters Score -1040236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1040243.500000 Penalty: 4524.105957
	Iteration 51Q: 3 clusters Score -1040244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1040244.937500 Penalty: 4524.105957
	Iteration 52Q: 3 clusters Score -1040245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1040245.437500 Penalty: 4524.105957
	Iteration 53Q: 3 clusters Score -1040245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1040245.312500 Penalty: 4524.105957
	Iteration 54Q: 3 clusters Score -1040245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1040246.312500 Penalty: 4524.105957
	Iteration 55Q: 3 clusters Score -1040246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1040246.312500 Penalty: 4524.105957
	Iteration 56F: 3 clusters Score -1040246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -86045.085938 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -86045.09 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 362 members 
Entering Unmasked Estep 
Score: -84262.265625 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -84262.27 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84479.851562 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -84479.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84561.703125 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -84561.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84635.304688 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -84635.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84678.500000 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -84678.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84711.250000 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -84711.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84730.164062 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -84730.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84759.679688 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -84759.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84797.734375 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -84797.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84839.812500 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -84839.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84889.757812 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -84889.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84949.867188 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -84949.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84977.734375 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -84977.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84999.148438 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -84999.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85009.406250 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -85009.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85014.679688 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -85014.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85016.851562 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -85016.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85022.179688 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -85022.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85027.257812 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -85027.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85032.218750 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -85032.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85032.867188 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -85032.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201072 members 
Entering Unmasked Estep 
Score: -24871478.000000 Penalty: 3028.431641
	Iteration 0F: 2 clusters Score -2.487148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100492 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -24746888.000000 Penalty: 6056.863281
	Iteration 0F: 3 clusters Score -2.474689e+07 nChanged 96576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -24802466.000000 Penalty: 6056.863281
	Iteration 1F: 3 clusters Score -2.480247e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -24803528.000000 Penalty: 6056.863281
	Iteration 2Q: 3 clusters Score -2.480353e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103294 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -24804802.000000 Penalty: 6056.863281
	Iteration 3Q: 3 clusters Score -2.48048e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104681 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -24806524.000000 Penalty: 6056.863281
	Iteration 4Q: 3 clusters Score -2.480652e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 94148 members 
Entering Unmasked Estep 
Score: -24808846.000000 Penalty: 6056.863281
	Iteration 5Q: 3 clusters Score -2.480885e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -24811902.000000 Penalty: 6056.863281
	Iteration 6Q: 3 clusters Score -2.48119e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114868 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -24816142.000000 Penalty: 6056.863281
	Iteration 7Q: 3 clusters Score -2.481614e+07 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -24821834.000000 Penalty: 6056.863281
	Iteration 8F: 3 clusters Score -2.482183e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -24829426.000000 Penalty: 6056.863281
	Iteration 9F: 3 clusters Score -2.482943e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -24838416.000000 Penalty: 6056.863281
	Iteration 10F: 3 clusters Score -2.483842e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139535 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -24846540.000000 Penalty: 6056.863281
	Iteration 11F: 3 clusters Score -2.484654e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143586 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -24851148.000000 Penalty: 6056.863281
	Iteration 12Q: 3 clusters Score -2.485115e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -24853174.000000 Penalty: 6056.863281
	Iteration 13Q: 3 clusters Score -2.485317e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150469 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -24854474.000000 Penalty: 6056.863281
	Iteration 14Q: 3 clusters Score -2.485447e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153910 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -24855524.000000 Penalty: 6056.863281
	Iteration 15Q: 3 clusters Score -2.485552e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157871 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -24856734.000000 Penalty: 6056.863281
	Iteration 16Q: 3 clusters Score -2.485673e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -24858040.000000 Penalty: 6056.863281
	Iteration 17Q: 3 clusters Score -2.485804e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -24859400.000000 Penalty: 6056.863281
	Iteration 18Q: 3 clusters Score -2.48594e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171500 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -24860672.000000 Penalty: 6056.863281
	Iteration 19Q: 3 clusters Score -2.486067e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176306 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -24861868.000000 Penalty: 6056.863281
	Iteration 20F: 3 clusters Score -2.486187e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181002 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -24863100.000000 Penalty: 6056.863281
	Iteration 21Q: 3 clusters Score -2.48631e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185302 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -24864316.000000 Penalty: 6056.863281
	Iteration 22Q: 3 clusters Score -2.486432e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -24865492.000000 Penalty: 6056.863281
	Iteration 23Q: 3 clusters Score -2.486549e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192433 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -24866526.000000 Penalty: 6056.863281
	Iteration 24Q: 3 clusters Score -2.486653e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -24867172.000000 Penalty: 6056.863281
	Iteration 25Q: 3 clusters Score -2.486717e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197140 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -24867742.000000 Penalty: 6056.863281
	Iteration 26Q: 3 clusters Score -2.486774e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198600 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -24868162.000000 Penalty: 6056.863281
	Iteration 27Q: 3 clusters Score -2.486816e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -24868456.000000 Penalty: 6056.863281
	Iteration 28Q: 3 clusters Score -2.486846e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200118 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24868624.000000 Penalty: 6056.863281
	Iteration 29Q: 3 clusters Score -2.486862e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200434 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -24868730.000000 Penalty: 6056.863281
	Iteration 30Q: 3 clusters Score -2.486873e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200575 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -24868780.000000 Penalty: 6056.863281
	Iteration 31Q: 3 clusters Score -2.486878e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200653 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -24868856.000000 Penalty: 6056.863281
	Iteration 32Q: 3 clusters Score -2.486886e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200697 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -24868912.000000 Penalty: 6056.863281
	Iteration 33Q: 3 clusters Score -2.486891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200727 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24868976.000000 Penalty: 6056.863281
	Iteration 34Q: 3 clusters Score -2.486898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200739 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24868992.000000 Penalty: 6056.863281
	Iteration 35Q: 3 clusters Score -2.486899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200751 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24868982.000000 Penalty: 6056.863281
	Iteration 36Q: 3 clusters Score -2.486898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200762 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -24868984.000000 Penalty: 6056.863281
	Iteration 37Q: 3 clusters Score -2.486898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200765 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24868980.000000 Penalty: 6056.863281
	Iteration 38Q: 3 clusters Score -2.486898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200768 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24868986.000000 Penalty: 6056.863281
	Iteration 39Q: 3 clusters Score -2.486899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200770 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -24868982.000000 Penalty: 6056.863281
	Iteration 40F: 3 clusters Score -2.486898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24869008.000000 Penalty: 6056.863281
	Iteration 41Q: 3 clusters Score -2.486901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200773 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24869000.000000 Penalty: 6056.863281
	Iteration 42Q: 3 clusters Score -2.4869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200775 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24869004.000000 Penalty: 6056.863281
	Iteration 43Q: 3 clusters Score -2.4869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200776 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24869002.000000 Penalty: 6056.863281
	Iteration 44Q: 3 clusters Score -2.4869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200777 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -24869020.000000 Penalty: 6056.863281
	Iteration 45Q: 3 clusters Score -2.486902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24869008.000000 Penalty: 6056.863281
	Iteration 46Q: 3 clusters Score -2.486901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24869008.000000 Penalty: 6056.863281
	Iteration 47F: 3 clusters Score -2.486901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Entering Unmasked Estep 
Score: -9479978.000000 Penalty: 2787.780518
	Iteration 0F: 2 clusters Score -9479978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9428803.000000 Penalty: 5575.561035
	Iteration 0F: 3 clusters Score -9428803 nChanged 36020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9449003.000000 Penalty: 5575.561035
	Iteration 1F: 3 clusters Score -9449003 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -9449781.000000 Penalty: 5575.561035
	Iteration 2Q: 3 clusters Score -9449781 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -9450868.000000 Penalty: 5575.561035
	Iteration 3Q: 3 clusters Score -9450868 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -9452644.000000 Penalty: 5575.561035
	Iteration 4Q: 3 clusters Score -9452644 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9455687.000000 Penalty: 5575.561035
	Iteration 5F: 3 clusters Score -9455687 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -9460504.000000 Penalty: 5575.561035
	Iteration 6F: 3 clusters Score -9460504 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -9466482.000000 Penalty: 5575.561035
	Iteration 7F: 3 clusters Score -9466482 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -9471672.000000 Penalty: 5575.561035
	Iteration 8F: 3 clusters Score -9471672 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -9475183.000000 Penalty: 5575.561035
	Iteration 9Q: 3 clusters Score -9475183 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -9476762.000000 Penalty: 5575.561035
	Iteration 10Q: 3 clusters Score -9476762 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -9477349.000000 Penalty: 5575.561035
	Iteration 11Q: 3 clusters Score -9477349 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -9477592.000000 Penalty: 5575.561035
	Iteration 12Q: 3 clusters Score -9477592 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -9477709.000000 Penalty: 5575.561035
	Iteration 13Q: 3 clusters Score -9477709 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -9477805.000000 Penalty: 5575.561035
	Iteration 14Q: 3 clusters Score -9477805 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -9477875.000000 Penalty: 5575.561035
	Iteration 15Q: 3 clusters Score -9477875 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -9477911.000000 Penalty: 5575.561035
	Iteration 16Q: 3 clusters Score -9477911 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -9477965.000000 Penalty: 5575.561035
	Iteration 17Q: 3 clusters Score -9477965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -9478025.000000 Penalty: 5575.561035
	Iteration 18Q: 3 clusters Score -9478025 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -9478044.000000 Penalty: 5575.561035
	Iteration 19Q: 3 clusters Score -9478044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -9478073.000000 Penalty: 5575.561035
	Iteration 20F: 3 clusters Score -9478073 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -9478114.000000 Penalty: 5575.561035
	Iteration 21Q: 3 clusters Score -9478114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -9478150.000000 Penalty: 5575.561035
	Iteration 22Q: 3 clusters Score -9478150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -9478157.000000 Penalty: 5575.561035
	Iteration 23Q: 3 clusters Score -9478157 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -9478197.000000 Penalty: 5575.561035
	Iteration 24Q: 3 clusters Score -9478197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -9478202.000000 Penalty: 5575.561035
	Iteration 25Q: 3 clusters Score -9478202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9478213.000000 Penalty: 5575.561035
	Iteration 26Q: 3 clusters Score -9478213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -9478233.000000 Penalty: 5575.561035
	Iteration 27Q: 3 clusters Score -9478233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -9478242.000000 Penalty: 5575.561035
	Iteration 28Q: 3 clusters Score -9478242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -9478250.000000 Penalty: 5575.561035
	Iteration 29Q: 3 clusters Score -9478250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -9478256.000000 Penalty: 5575.561035
	Iteration 30Q: 3 clusters Score -9478256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -9478259.000000 Penalty: 5575.561035
	Iteration 31Q: 3 clusters Score -9478259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -9478258.000000 Penalty: 5575.561035
	Iteration 32Q: 3 clusters Score -9478258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -9478262.000000 Penalty: 5575.561035
	Iteration 33Q: 3 clusters Score -9478262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -9478283.000000 Penalty: 5575.561035
	Iteration 34Q: 3 clusters Score -9478283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -9478285.000000 Penalty: 5575.561035
	Iteration 35Q: 3 clusters Score -9478285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -9478303.000000 Penalty: 5575.561035
	Iteration 36Q: 3 clusters Score -9478303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -9478307.000000 Penalty: 5575.561035
	Iteration 37Q: 3 clusters Score -9478307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -9478320.000000 Penalty: 5575.561035
	Iteration 38Q: 3 clusters Score -9478320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -9478326.000000 Penalty: 5575.561035
	Iteration 39Q: 3 clusters Score -9478326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -9478347.000000 Penalty: 5575.561035
	Iteration 40F: 3 clusters Score -9478347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -9478372.000000 Penalty: 5575.561035
	Iteration 41Q: 3 clusters Score -9478372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -9478354.000000 Penalty: 5575.561035
	Iteration 42Q: 3 clusters Score -9478354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -9478357.000000 Penalty: 5575.561035
	Iteration 43Q: 3 clusters Score -9478357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -9478366.000000 Penalty: 5575.561035
	Iteration 44Q: 3 clusters Score -9478366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -9478380.000000 Penalty: 5575.561035
	Iteration 45Q: 3 clusters Score -9478380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -9478392.000000 Penalty: 5575.561035
	Iteration 46Q: 3 clusters Score -9478392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -9478389.000000 Penalty: 5575.561035
	Iteration 47Q: 3 clusters Score -9478389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 73707 members 
Entering Unmasked Estep 
Score: -9478391.000000 Penalty: 5575.561035
	Iteration 48Q: 3 clusters Score -9478391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -9478389.000000 Penalty: 5575.561035
	Iteration 49Q: 3 clusters Score -9478389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -9478395.000000 Penalty: 5575.561035
	Iteration 50Q: 3 clusters Score -9478395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -9478393.000000 Penalty: 5575.561035
	Iteration 51Q: 3 clusters Score -9478393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -9478394.000000 Penalty: 5575.561035
	Iteration 52Q: 3 clusters Score -9478394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -9478390.000000 Penalty: 5575.561035
	Iteration 53Q: 3 clusters Score -9478390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -9478385.000000 Penalty: 5575.561035
	Iteration 54Q: 3 clusters Score -9478385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -9478395.000000 Penalty: 5575.561035
	Iteration 55Q: 3 clusters Score -9478395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -9478403.000000 Penalty: 5575.561035
	Iteration 56Q: 3 clusters Score -9478403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 73755 members 
Entering Unmasked Estep 
Score: -9478400.000000 Penalty: 5575.561035
	Iteration 57Q: 3 clusters Score -9478400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -9478407.000000 Penalty: 5575.561035
	Iteration 58Q: 3 clusters Score -9478407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -9478408.000000 Penalty: 5575.561035
	Iteration 59Q: 3 clusters Score -9478408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -9478414.000000 Penalty: 5575.561035
	Iteration 60F: 3 clusters Score -9478414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -9478421.000000 Penalty: 5575.561035
	Iteration 61Q: 3 clusters Score -9478421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -9478417.000000 Penalty: 5575.561035
	Iteration 62Q: 3 clusters Score -9478417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -9478415.000000 Penalty: 5575.561035
	Iteration 63Q: 3 clusters Score -9478415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -9478413.000000 Penalty: 5575.561035
	Iteration 64Q: 3 clusters Score -9478413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -9478412.000000 Penalty: 5575.561035
	Iteration 65Q: 3 clusters Score -9478412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -9478413.000000 Penalty: 5575.561035
	Iteration 66Q: 3 clusters Score -9478413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -9478416.000000 Penalty: 5575.561035
	Iteration 67Q: 3 clusters Score -9478416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -9478410.000000 Penalty: 5575.561035
	Iteration 68Q: 3 clusters Score -9478410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 73841 members 
Entering Unmasked Estep 
Score: -9478415.000000 Penalty: 5575.561035
	Iteration 69Q: 3 clusters Score -9478415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -9478413.000000 Penalty: 5575.561035
	Iteration 70Q: 3 clusters Score -9478413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -9478413.000000 Penalty: 5575.561035
	Iteration 71F: 3 clusters Score -9478413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -117700.335938 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -117700.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115783.140625 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -115783.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116294.695312 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -116294.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116596.843750 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -116596.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116864.523438 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -116864.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117081.351562 Penalty: 3484.666992
	Iteration 4F: 3 clusters Score -117081.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117184.960938 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -117185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117238.562500 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -117238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117252.148438 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -117252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117257.882812 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -117257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117262.031250 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -117262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117263.054688 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -117263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117263.054688 Penalty: 3484.666992
	Iteration 11F: 3 clusters Score -117263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -371291.843750 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -371291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -367986.468750 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -367986.5 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -368663.812500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -368663.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -368817.156250 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -368817.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -368908.593750 Penalty: 3980.331787
	Iteration 3Q: 3 clusters Score -368908.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -368972.968750 Penalty: 3980.331787
	Iteration 4Q: 3 clusters Score -368973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -369014.187500 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -369014.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -369045.125000 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -369045.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -369069.625000 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -369069.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -369086.312500 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -369086.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -369095.781250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -369095.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -369101.937500 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -369101.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -369112.218750 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -369112.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -369119.187500 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -369119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -369127.406250 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -369127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -369133.031250 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -369133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -369143.125000 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -369143.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -369153.343750 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -369153.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -369159.593750 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -369159.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -369171.812500 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -369171.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -369182.343750 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -369182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -369194.250000 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -369194.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -369213.218750 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -369213.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -369233.531250 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -369233.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -369249.125000 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -369249.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -369260.062500 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -369260.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -369271.593750 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -369271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -369284.375000 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -369284.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -369305.656250 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -369305.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -369324.187500 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -369324.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -369349.375000 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -369349.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -369375.531250 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -369375.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -369402.718750 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -369402.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -369425.312500 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -369425.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -369440.906250 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -369440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -369450.625000 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -369450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -369465.906250 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -369465.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -369480.093750 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -369480.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -369496.500000 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -369496.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -369510.593750 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -369510.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -369523.031250 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -369523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -369534.593750 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -369534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -369543.593750 Penalty: 3980.331787
	Iteration 41Q: 3 clusters Score -369543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -369554.343750 Penalty: 3980.331787
	Iteration 42Q: 3 clusters Score -369554.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -369562.000000 Penalty: 3980.331787
	Iteration 43Q: 3 clusters Score -369562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -369568.562500 Penalty: 3980.331787
	Iteration 44Q: 3 clusters Score -369568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -369579.968750 Penalty: 3980.331787
	Iteration 45Q: 3 clusters Score -369580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -369584.187500 Penalty: 3980.331787
	Iteration 46Q: 3 clusters Score -369584.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -369588.406250 Penalty: 3980.331787
	Iteration 47Q: 3 clusters Score -369588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -369593.687500 Penalty: 3980.331787
	Iteration 48Q: 3 clusters Score -369593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -369598.906250 Penalty: 3980.331787
	Iteration 49Q: 3 clusters Score -369598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -369604.875000 Penalty: 3980.331787
	Iteration 50Q: 3 clusters Score -369604.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -369611.750000 Penalty: 3980.331787
	Iteration 51Q: 3 clusters Score -369611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -369620.000000 Penalty: 3980.331787
	Iteration 52Q: 3 clusters Score -369620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -369626.968750 Penalty: 3980.331787
	Iteration 53Q: 3 clusters Score -369627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -369635.468750 Penalty: 3980.331787
	Iteration 54Q: 3 clusters Score -369635.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -369643.687500 Penalty: 3980.331787
	Iteration 55Q: 3 clusters Score -369643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -369645.968750 Penalty: 3980.331787
	Iteration 56Q: 3 clusters Score -369646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -369649.312500 Penalty: 3980.331787
	Iteration 57Q: 3 clusters Score -369649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -369651.781250 Penalty: 3980.331787
	Iteration 58Q: 3 clusters Score -369651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -369653.125000 Penalty: 3980.331787
	Iteration 59Q: 3 clusters Score -369653.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -369653.125000 Penalty: 3980.331787
	Iteration 60F: 3 clusters Score -369653.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Entering Unmasked Estep 
Score: -5848563.500000 Penalty: 2668.065430
	Iteration 0F: 2 clusters Score -5848564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5816983.500000 Penalty: 5336.130859
	Iteration 0F: 3 clusters Score -5816984 nChanged 21531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5828806.000000 Penalty: 5336.130859
	Iteration 1F: 3 clusters Score -5828806 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5829349.000000 Penalty: 5336.130859
	Iteration 2Q: 3 clusters Score -5829349 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5829909.000000 Penalty: 5336.130859
	Iteration 3Q: 3 clusters Score -5829909 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -5830486.000000 Penalty: 5336.130859
	Iteration 4Q: 3 clusters Score -5830486 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5831343.500000 Penalty: 5336.130859
	Iteration 5Q: 3 clusters Score -5831344 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -5832573.000000 Penalty: 5336.130859
	Iteration 6Q: 3 clusters Score -5832573 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5834514.500000 Penalty: 5336.130859
	Iteration 7F: 3 clusters Score -5834514 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5837166.000000 Penalty: 5336.130859
	Iteration 8F: 3 clusters Score -5837166 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5840144.500000 Penalty: 5336.130859
	Iteration 9F: 3 clusters Score -5840144 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -5842280.000000 Penalty: 5336.130859
	Iteration 10F: 3 clusters Score -5842280 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -5843381.000000 Penalty: 5336.130859
	Iteration 11Q: 3 clusters Score -5843381 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -5843876.000000 Penalty: 5336.130859
	Iteration 12Q: 3 clusters Score -5843876 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -5844230.500000 Penalty: 5336.130859
	Iteration 13Q: 3 clusters Score -5844230 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -5844507.500000 Penalty: 5336.130859
	Iteration 14Q: 3 clusters Score -5844508 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5844683.500000 Penalty: 5336.130859
	Iteration 15Q: 3 clusters Score -5844684 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -5844865.000000 Penalty: 5336.130859
	Iteration 16Q: 3 clusters Score -5844865 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -5845042.000000 Penalty: 5336.130859
	Iteration 17Q: 3 clusters Score -5845042 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -5845167.000000 Penalty: 5336.130859
	Iteration 18Q: 3 clusters Score -5845167 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5845285.500000 Penalty: 5336.130859
	Iteration 19Q: 3 clusters Score -5845286 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -5845369.000000 Penalty: 5336.130859
	Iteration 20F: 3 clusters Score -5845369 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -5845456.500000 Penalty: 5336.130859
	Iteration 21Q: 3 clusters Score -5845456 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -5845554.500000 Penalty: 5336.130859
	Iteration 22Q: 3 clusters Score -5845554 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5845647.000000 Penalty: 5336.130859
	Iteration 23Q: 3 clusters Score -5845647 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5845741.000000 Penalty: 5336.130859
	Iteration 24Q: 3 clusters Score -5845741 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5845809.500000 Penalty: 5336.130859
	Iteration 25Q: 3 clusters Score -5845810 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5845846.000000 Penalty: 5336.130859
	Iteration 26Q: 3 clusters Score -5845846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -5845892.000000 Penalty: 5336.130859
	Iteration 27Q: 3 clusters Score -5845892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -5845948.500000 Penalty: 5336.130859
	Iteration 28Q: 3 clusters Score -5845948 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -5845988.000000 Penalty: 5336.130859
	Iteration 29Q: 3 clusters Score -5845988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -5846027.000000 Penalty: 5336.130859
	Iteration 30Q: 3 clusters Score -5846027 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5846062.000000 Penalty: 5336.130859
	Iteration 31Q: 3 clusters Score -5846062 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5846107.500000 Penalty: 5336.130859
	Iteration 32Q: 3 clusters Score -5846108 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -5846130.500000 Penalty: 5336.130859
	Iteration 33Q: 3 clusters Score -5846130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5846172.500000 Penalty: 5336.130859
	Iteration 34Q: 3 clusters Score -5846172 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -5846190.000000 Penalty: 5336.130859
	Iteration 35Q: 3 clusters Score -5846190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5846236.000000 Penalty: 5336.130859
	Iteration 36Q: 3 clusters Score -5846236 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5846257.500000 Penalty: 5336.130859
	Iteration 37Q: 3 clusters Score -5846258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5846291.000000 Penalty: 5336.130859
	Iteration 38Q: 3 clusters Score -5846291 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5846295.500000 Penalty: 5336.130859
	Iteration 39Q: 3 clusters Score -5846296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5846312.500000 Penalty: 5336.130859
	Iteration 40F: 3 clusters Score -5846312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5846340.000000 Penalty: 5336.130859
	Iteration 41Q: 3 clusters Score -5846340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5846334.500000 Penalty: 5336.130859
	Iteration 42Q: 3 clusters Score -5846334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5846344.500000 Penalty: 5336.130859
	Iteration 43Q: 3 clusters Score -5846344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5846377.000000 Penalty: 5336.130859
	Iteration 44Q: 3 clusters Score -5846377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5846374.500000 Penalty: 5336.130859
	Iteration 45Q: 3 clusters Score -5846374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5846376.000000 Penalty: 5336.130859
	Iteration 46Q: 3 clusters Score -5846376 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5846391.500000 Penalty: 5336.130859
	Iteration 47Q: 3 clusters Score -5846392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5846396.500000 Penalty: 5336.130859
	Iteration 48Q: 3 clusters Score -5846396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5846397.500000 Penalty: 5336.130859
	Iteration 49Q: 3 clusters Score -5846398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5846394.000000 Penalty: 5336.130859
	Iteration 50Q: 3 clusters Score -5846394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5846400.500000 Penalty: 5336.130859
	Iteration 51Q: 3 clusters Score -5846400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5846405.000000 Penalty: 5336.130859
	Iteration 52Q: 3 clusters Score -5846405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5846405.500000 Penalty: 5336.130859
	Iteration 53Q: 3 clusters Score -5846406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5846411.000000 Penalty: 5336.130859
	Iteration 54Q: 3 clusters Score -5846411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5846424.000000 Penalty: 5336.130859
	Iteration 55Q: 3 clusters Score -5846424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -5846426.500000 Penalty: 5336.130859
	Iteration 56Q: 3 clusters Score -5846426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5846432.500000 Penalty: 5336.130859
	Iteration 57Q: 3 clusters Score -5846432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5846431.500000 Penalty: 5336.130859
	Iteration 58Q: 3 clusters Score -5846432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5846437.500000 Penalty: 5336.130859
	Iteration 59Q: 3 clusters Score -5846438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -5846438.000000 Penalty: 5336.130859
	Iteration 60F: 3 clusters Score -5846438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5846439.000000 Penalty: 5336.130859
	Iteration 61Q: 3 clusters Score -5846439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5846450.500000 Penalty: 5336.130859
	Iteration 62Q: 3 clusters Score -5846450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5846459.000000 Penalty: 5336.130859
	Iteration 63Q: 3 clusters Score -5846459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5846450.500000 Penalty: 5336.130859
	Iteration 64Q: 3 clusters Score -5846450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5846458.500000 Penalty: 5336.130859
	Iteration 65Q: 3 clusters Score -5846458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5846478.500000 Penalty: 5336.130859
	Iteration 66Q: 3 clusters Score -5846478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5846483.000000 Penalty: 5336.130859
	Iteration 67Q: 3 clusters Score -5846483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5846486.500000 Penalty: 5336.130859
	Iteration 68Q: 3 clusters Score -5846486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5846487.500000 Penalty: 5336.130859
	Iteration 69Q: 3 clusters Score -5846488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5846501.000000 Penalty: 5336.130859
	Iteration 70Q: 3 clusters Score -5846501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5846508.500000 Penalty: 5336.130859
	Iteration 71Q: 3 clusters Score -5846508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -5846515.000000 Penalty: 5336.130859
	Iteration 72Q: 3 clusters Score -5846515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5846515.000000 Penalty: 5336.130859
	Iteration 73Q: 3 clusters Score -5846515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5846519.000000 Penalty: 5336.130859
	Iteration 74Q: 3 clusters Score -5846519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5846534.000000 Penalty: 5336.130859
	Iteration 75Q: 3 clusters Score -5846534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5846555.000000 Penalty: 5336.130859
	Iteration 76Q: 3 clusters Score -5846555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5846546.500000 Penalty: 5336.130859
	Iteration 77Q: 3 clusters Score -5846546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5846540.000000 Penalty: 5336.130859
	Iteration 78Q: 3 clusters Score -5846540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5846545.500000 Penalty: 5336.130859
	Iteration 79Q: 3 clusters Score -5846546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5846557.000000 Penalty: 5336.130859
	Iteration 80F: 3 clusters Score -5846557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5846549.000000 Penalty: 5336.130859
	Iteration 81Q: 3 clusters Score -5846549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5846560.500000 Penalty: 5336.130859
	Iteration 82Q: 3 clusters Score -5846560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5846558.500000 Penalty: 5336.130859
	Iteration 83Q: 3 clusters Score -5846558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5846561.500000 Penalty: 5336.130859
	Iteration 84Q: 3 clusters Score -5846562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5846566.000000 Penalty: 5336.130859
	Iteration 85Q: 3 clusters Score -5846566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5846568.500000 Penalty: 5336.130859
	Iteration 86Q: 3 clusters Score -5846568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5846567.500000 Penalty: 5336.130859
	Iteration 87Q: 3 clusters Score -5846568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5846569.500000 Penalty: 5336.130859
	Iteration 88Q: 3 clusters Score -5846570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5846578.000000 Penalty: 5336.130859
	Iteration 89Q: 3 clusters Score -5846578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5846586.500000 Penalty: 5336.130859
	Iteration 90Q: 3 clusters Score -5846586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5846592.000000 Penalty: 5336.130859
	Iteration 91Q: 3 clusters Score -5846592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5846592.000000 Penalty: 5336.130859
	Iteration 92Q: 3 clusters Score -5846592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5846576.000000 Penalty: 5336.130859
	Iteration 93Q: 3 clusters Score -5846576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -5846579.000000 Penalty: 5336.130859
	Iteration 94Q: 3 clusters Score -5846579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5846579.000000 Penalty: 5336.130859
	Iteration 95Q: 3 clusters Score -5846579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5846588.000000 Penalty: 5336.130859
	Iteration 96Q: 3 clusters Score -5846588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5846585.500000 Penalty: 5336.130859
	Iteration 97Q: 3 clusters Score -5846586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5846581.000000 Penalty: 5336.130859
	Iteration 98Q: 3 clusters Score -5846581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5846584.500000 Penalty: 5336.130859
	Iteration 99Q: 3 clusters Score -5846584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5846585.000000 Penalty: 5336.130859
	Iteration 100F: 3 clusters Score -5846585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5846590.000000 Penalty: 5336.130859
	Iteration 101Q: 3 clusters Score -5846590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -5846580.500000 Penalty: 5336.130859
	Iteration 102Q: 3 clusters Score -5846580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5846587.000000 Penalty: 5336.130859
	Iteration 103Q: 3 clusters Score -5846587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5846585.000000 Penalty: 5336.130859
	Iteration 104Q: 3 clusters Score -5846585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5846585.000000 Penalty: 5336.130859
	Iteration 105Q: 3 clusters Score -5846585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5846587.000000 Penalty: 5336.130859
	Iteration 106Q: 3 clusters Score -5846587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5846587.000000 Penalty: 5336.130859
	Iteration 107F: 3 clusters Score -5846587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -891490.625000 Penalty: 2199.575928
	Iteration 0F: 2 clusters Score -891490.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -885630.687500 Penalty: 4399.151855
	Iteration 0F: 3 clusters Score -885630.7 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -887244.375000 Penalty: 4399.151855
	Iteration 1F: 3 clusters Score -887244.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -887511.562500 Penalty: 4399.151855
	Iteration 2F: 3 clusters Score -887511.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -887728.312500 Penalty: 4399.151855
	Iteration 3F: 3 clusters Score -887728.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -887917.312500 Penalty: 4399.151855
	Iteration 4Q: 3 clusters Score -887917.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -888140.937500 Penalty: 4399.151855
	Iteration 5Q: 3 clusters Score -888140.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -888449.000000 Penalty: 4399.151855
	Iteration 6Q: 3 clusters Score -888449 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -888881.187500 Penalty: 4399.151855
	Iteration 7F: 3 clusters Score -888881.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -889410.625000 Penalty: 4399.151855
	Iteration 8F: 3 clusters Score -889410.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -889884.312500 Penalty: 4399.151855
	Iteration 9F: 3 clusters Score -889884.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -890229.625000 Penalty: 4399.151855
	Iteration 10Q: 3 clusters Score -890229.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -890472.187500 Penalty: 4399.151855
	Iteration 11Q: 3 clusters Score -890472.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -890615.937500 Penalty: 4399.151855
	Iteration 12Q: 3 clusters Score -890615.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -890697.062500 Penalty: 4399.151855
	Iteration 13Q: 3 clusters Score -890697.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -890736.000000 Penalty: 4399.151855
	Iteration 14Q: 3 clusters Score -890736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -890765.437500 Penalty: 4399.151855
	Iteration 15Q: 3 clusters Score -890765.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -890789.187500 Penalty: 4399.151855
	Iteration 16Q: 3 clusters Score -890789.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -890808.250000 Penalty: 4399.151855
	Iteration 17Q: 3 clusters Score -890808.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -890822.375000 Penalty: 4399.151855
	Iteration 18Q: 3 clusters Score -890822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -890827.187500 Penalty: 4399.151855
	Iteration 19Q: 3 clusters Score -890827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -890830.125000 Penalty: 4399.151855
	Iteration 20F: 3 clusters Score -890830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (101449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Entering Unmasked Estep 
Score: -12442692.000000 Penalty: 2858.773193
	Iteration 0F: 2 clusters Score -1.244269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -12374932.000000 Penalty: 5717.546387
	Iteration 0F: 3 clusters Score -1.237493e+07 nChanged 48211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -12402006.000000 Penalty: 5717.546387
	Iteration 1F: 3 clusters Score -1.240201e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -12402655.000000 Penalty: 5717.546387
	Iteration 2Q: 3 clusters Score -1.240266e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -12403201.000000 Penalty: 5717.546387
	Iteration 3Q: 3 clusters Score -1.24032e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -12404056.000000 Penalty: 5717.546387
	Iteration 4Q: 3 clusters Score -1.240406e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -12405627.000000 Penalty: 5717.546387
	Iteration 5Q: 3 clusters Score -1.240563e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -12408703.000000 Penalty: 5717.546387
	Iteration 6F: 3 clusters Score -1.24087e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -12414426.000000 Penalty: 5717.546387
	Iteration 7F: 3 clusters Score -1.241443e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -12422990.000000 Penalty: 5717.546387
	Iteration 8F: 3 clusters Score -1.242299e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -12431807.000000 Penalty: 5717.546387
	Iteration 9F: 3 clusters Score -1.243181e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -12437298.000000 Penalty: 5717.546387
	Iteration 10F: 3 clusters Score -1.24373e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12439252.000000 Penalty: 5717.546387
	Iteration 11Q: 3 clusters Score -1.243925e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12439798.000000 Penalty: 5717.546387
	Iteration 12Q: 3 clusters Score -1.24398e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101227 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12440004.000000 Penalty: 5717.546387
	Iteration 13Q: 3 clusters Score -1.244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12440074.000000 Penalty: 5717.546387
	Iteration 14Q: 3 clusters Score -1.244007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101273 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12440120.000000 Penalty: 5717.546387
	Iteration 15Q: 3 clusters Score -1.244012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -12440136.000000 Penalty: 5717.546387
	Iteration 16Q: 3 clusters Score -1.244014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101281 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -12440140.000000 Penalty: 5717.546387
	Iteration 17Q: 3 clusters Score -1.244014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12440143.000000 Penalty: 5717.546387
	Iteration 18Q: 3 clusters Score -1.244014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12440151.000000 Penalty: 5717.546387
	Iteration 19Q: 3 clusters Score -1.244015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12440151.000000 Penalty: 5717.546387
	Iteration 20F: 3 clusters Score -1.244015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Entering Unmasked Estep 
Score: -9867212.000000 Penalty: 2797.169922
	Iteration 0F: 2 clusters Score -9867212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -9814172.000000 Penalty: 5594.339844
	Iteration 0F: 3 clusters Score -9814172 nChanged 37053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -9834957.000000 Penalty: 5594.339844
	Iteration 1F: 3 clusters Score -9834957 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -9835665.000000 Penalty: 5594.339844
	Iteration 2Q: 3 clusters Score -9835665 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -9836320.000000 Penalty: 5594.339844
	Iteration 3Q: 3 clusters Score -9836320 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -9837310.000000 Penalty: 5594.339844
	Iteration 4Q: 3 clusters Score -9837310 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -9838723.000000 Penalty: 5594.339844
	Iteration 5Q: 3 clusters Score -9838723 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -9841188.000000 Penalty: 5594.339844
	Iteration 6F: 3 clusters Score -9841188 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -9845275.000000 Penalty: 5594.339844
	Iteration 7F: 3 clusters Score -9845275 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -9851041.000000 Penalty: 5594.339844
	Iteration 8F: 3 clusters Score -9851041 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -9856965.000000 Penalty: 5594.339844
	Iteration 9F: 3 clusters Score -9856965 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -9860861.000000 Penalty: 5594.339844
	Iteration 10F: 3 clusters Score -9860861 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -9863038.000000 Penalty: 5594.339844
	Iteration 11Q: 3 clusters Score -9863038 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -9864119.000000 Penalty: 5594.339844
	Iteration 12Q: 3 clusters Score -9864119 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -9864578.000000 Penalty: 5594.339844
	Iteration 13Q: 3 clusters Score -9864578 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -9864820.000000 Penalty: 5594.339844
	Iteration 14Q: 3 clusters Score -9864820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -9864889.000000 Penalty: 5594.339844
	Iteration 15Q: 3 clusters Score -9864889 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -9864928.000000 Penalty: 5594.339844
	Iteration 16Q: 3 clusters Score -9864928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -9864981.000000 Penalty: 5594.339844
	Iteration 17Q: 3 clusters Score -9864981 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -9865001.000000 Penalty: 5594.339844
	Iteration 18Q: 3 clusters Score -9865001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -9865028.000000 Penalty: 5594.339844
	Iteration 19Q: 3 clusters Score -9865028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -9865022.000000 Penalty: 5594.339844
	Iteration 20F: 3 clusters Score -9865022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -9865036.000000 Penalty: 5594.339844
	Iteration 21Q: 3 clusters Score -9865036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -9865034.000000 Penalty: 5594.339844
	Iteration 22Q: 3 clusters Score -9865034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -9865040.000000 Penalty: 5594.339844
	Iteration 23Q: 3 clusters Score -9865040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 77032 members 
Entering Unmasked Estep 
Score: -9865051.000000 Penalty: 5594.339844
	Iteration 24Q: 3 clusters Score -9865051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -9865055.000000 Penalty: 5594.339844
	Iteration 25Q: 3 clusters Score -9865055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 77074 members 
Entering Unmasked Estep 
Score: -9865059.000000 Penalty: 5594.339844
	Iteration 26Q: 3 clusters Score -9865059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -9865068.000000 Penalty: 5594.339844
	Iteration 27Q: 3 clusters Score -9865068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -9865070.000000 Penalty: 5594.339844
	Iteration 28Q: 3 clusters Score -9865070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -9865076.000000 Penalty: 5594.339844
	Iteration 29Q: 3 clusters Score -9865076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -9865066.000000 Penalty: 5594.339844
	Iteration 30Q: 3 clusters Score -9865066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -9865070.000000 Penalty: 5594.339844
	Iteration 31Q: 3 clusters Score -9865070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -9865061.000000 Penalty: 5594.339844
	Iteration 32Q: 3 clusters Score -9865061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -9865058.000000 Penalty: 5594.339844
	Iteration 33Q: 3 clusters Score -9865058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 77172 members 
Entering Unmasked Estep 
Score: -9865051.000000 Penalty: 5594.339844
	Iteration 34Q: 3 clusters Score -9865051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -9865050.000000 Penalty: 5594.339844
	Iteration 35Q: 3 clusters Score -9865050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -9865058.000000 Penalty: 5594.339844
	Iteration 36Q: 3 clusters Score -9865058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -9865055.000000 Penalty: 5594.339844
	Iteration 37Q: 3 clusters Score -9865055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 77178 members 
Entering Unmasked Estep 
Score: -9865055.000000 Penalty: 5594.339844
	Iteration 38F: 3 clusters Score -9865055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -496469.968750 Penalty: 2075.436035
	Iteration 0F: 2 clusters Score -496470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -492388.562500 Penalty: 4150.872070
	Iteration 0F: 3 clusters Score -492388.6 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -493325.812500 Penalty: 4150.872070
	Iteration 1F: 3 clusters Score -493325.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -493534.687500 Penalty: 4150.872070
	Iteration 2F: 3 clusters Score -493534.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -493654.281250 Penalty: 4150.872070
	Iteration 3Q: 3 clusters Score -493654.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -493716.687500 Penalty: 4150.872070
	Iteration 4Q: 3 clusters Score -493716.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -493759.375000 Penalty: 4150.872070
	Iteration 5Q: 3 clusters Score -493759.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -493810.687500 Penalty: 4150.872070
	Iteration 6Q: 3 clusters Score -493810.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -493853.937500 Penalty: 4150.872070
	Iteration 7Q: 3 clusters Score -493853.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -493895.343750 Penalty: 4150.872070
	Iteration 8Q: 3 clusters Score -493895.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -493924.812500 Penalty: 4150.872070
	Iteration 9Q: 3 clusters Score -493924.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -493951.875000 Penalty: 4150.872070
	Iteration 10Q: 3 clusters Score -493951.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -493979.781250 Penalty: 4150.872070
	Iteration 11Q: 3 clusters Score -493979.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -494007.125000 Penalty: 4150.872070
	Iteration 12Q: 3 clusters Score -494007.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -494029.218750 Penalty: 4150.872070
	Iteration 13Q: 3 clusters Score -494029.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -494048.562500 Penalty: 4150.872070
	Iteration 14Q: 3 clusters Score -494048.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -494062.187500 Penalty: 4150.872070
	Iteration 15Q: 3 clusters Score -494062.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -494073.281250 Penalty: 4150.872070
	Iteration 16Q: 3 clusters Score -494073.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -494087.250000 Penalty: 4150.872070
	Iteration 17Q: 3 clusters Score -494087.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -494101.000000 Penalty: 4150.872070
	Iteration 18Q: 3 clusters Score -494101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -494118.000000 Penalty: 4150.872070
	Iteration 19Q: 3 clusters Score -494118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -494135.343750 Penalty: 4150.872070
	Iteration 20F: 3 clusters Score -494135.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -494156.437500 Penalty: 4150.872070
	Iteration 21Q: 3 clusters Score -494156.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -494174.156250 Penalty: 4150.872070
	Iteration 22Q: 3 clusters Score -494174.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -494196.375000 Penalty: 4150.872070
	Iteration 23Q: 3 clusters Score -494196.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -494219.687500 Penalty: 4150.872070
	Iteration 24Q: 3 clusters Score -494219.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -494240.531250 Penalty: 4150.872070
	Iteration 25Q: 3 clusters Score -494240.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -494256.312500 Penalty: 4150.872070
	Iteration 26Q: 3 clusters Score -494256.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -494274.156250 Penalty: 4150.872070
	Iteration 27Q: 3 clusters Score -494274.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -494295.750000 Penalty: 4150.872070
	Iteration 28Q: 3 clusters Score -494295.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -494316.531250 Penalty: 4150.872070
	Iteration 29Q: 3 clusters Score -494316.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -494340.843750 Penalty: 4150.872070
	Iteration 30Q: 3 clusters Score -494340.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494359.343750 Penalty: 4150.872070
	Iteration 31Q: 3 clusters Score -494359.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -494378.937500 Penalty: 4150.872070
	Iteration 32Q: 3 clusters Score -494378.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -494397.656250 Penalty: 4150.872070
	Iteration 33Q: 3 clusters Score -494397.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -494419.812500 Penalty: 4150.872070
	Iteration 34Q: 3 clusters Score -494419.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -494438.906250 Penalty: 4150.872070
	Iteration 35Q: 3 clusters Score -494438.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -494452.906250 Penalty: 4150.872070
	Iteration 36Q: 3 clusters Score -494452.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -494470.718750 Penalty: 4150.872070
	Iteration 37Q: 3 clusters Score -494470.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -494488.750000 Penalty: 4150.872070
	Iteration 38Q: 3 clusters Score -494488.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -494506.281250 Penalty: 4150.872070
	Iteration 39Q: 3 clusters Score -494506.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -494517.531250 Penalty: 4150.872070
	Iteration 40F: 3 clusters Score -494517.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -494526.218750 Penalty: 4150.872070
	Iteration 41Q: 3 clusters Score -494526.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -494532.718750 Penalty: 4150.872070
	Iteration 42Q: 3 clusters Score -494532.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -494543.718750 Penalty: 4150.872070
	Iteration 43Q: 3 clusters Score -494543.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -494552.156250 Penalty: 4150.872070
	Iteration 44Q: 3 clusters Score -494552.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -494563.718750 Penalty: 4150.872070
	Iteration 45Q: 3 clusters Score -494563.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -494575.781250 Penalty: 4150.872070
	Iteration 46Q: 3 clusters Score -494575.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -494588.593750 Penalty: 4150.872070
	Iteration 47Q: 3 clusters Score -494588.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -494600.687500 Penalty: 4150.872070
	Iteration 48Q: 3 clusters Score -494600.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -494611.718750 Penalty: 4150.872070
	Iteration 49Q: 3 clusters Score -494611.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -494628.687500 Penalty: 4150.872070
	Iteration 50Q: 3 clusters Score -494628.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -494646.750000 Penalty: 4150.872070
	Iteration 51Q: 3 clusters Score -494646.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -494664.406250 Penalty: 4150.872070
	Iteration 52Q: 3 clusters Score -494664.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -494678.875000 Penalty: 4150.872070
	Iteration 53Q: 3 clusters Score -494678.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -494695.843750 Penalty: 4150.872070
	Iteration 54Q: 3 clusters Score -494695.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -494716.781250 Penalty: 4150.872070
	Iteration 55Q: 3 clusters Score -494716.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -494741.218750 Penalty: 4150.872070
	Iteration 56Q: 3 clusters Score -494741.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -494765.562500 Penalty: 4150.872070
	Iteration 57Q: 3 clusters Score -494765.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -494782.968750 Penalty: 4150.872070
	Iteration 58Q: 3 clusters Score -494783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -494792.875000 Penalty: 4150.872070
	Iteration 59Q: 3 clusters Score -494792.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -494804.906250 Penalty: 4150.872070
	Iteration 60F: 3 clusters Score -494804.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -494814.500000 Penalty: 4150.872070
	Iteration 61Q: 3 clusters Score -494814.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -494819.343750 Penalty: 4150.872070
	Iteration 62Q: 3 clusters Score -494819.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -494821.687500 Penalty: 4150.872070
	Iteration 63Q: 3 clusters Score -494821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -494824.593750 Penalty: 4150.872070
	Iteration 64Q: 3 clusters Score -494824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -494829.093750 Penalty: 4150.872070
	Iteration 65Q: 3 clusters Score -494829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -494831.031250 Penalty: 4150.872070
	Iteration 66Q: 3 clusters Score -494831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -494835.937500 Penalty: 4150.872070
	Iteration 67Q: 3 clusters Score -494835.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -494842.125000 Penalty: 4150.872070
	Iteration 68Q: 3 clusters Score -494842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -494850.968750 Penalty: 4150.872070
	Iteration 69Q: 3 clusters Score -494851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -494855.687500 Penalty: 4150.872070
	Iteration 70Q: 3 clusters Score -494855.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -494862.062500 Penalty: 4150.872070
	Iteration 71Q: 3 clusters Score -494862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -494867.781250 Penalty: 4150.872070
	Iteration 72Q: 3 clusters Score -494867.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -494876.781250 Penalty: 4150.872070
	Iteration 73Q: 3 clusters Score -494876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -494882.250000 Penalty: 4150.872070
	Iteration 74Q: 3 clusters Score -494882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -494885.625000 Penalty: 4150.872070
	Iteration 75Q: 3 clusters Score -494885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -494889.218750 Penalty: 4150.872070
	Iteration 76Q: 3 clusters Score -494889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -494893.593750 Penalty: 4150.872070
	Iteration 77Q: 3 clusters Score -494893.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -494898.312500 Penalty: 4150.872070
	Iteration 78Q: 3 clusters Score -494898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -494900.625000 Penalty: 4150.872070
	Iteration 79Q: 3 clusters Score -494900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -494902.343750 Penalty: 4150.872070
	Iteration 80F: 3 clusters Score -494902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -494903.531250 Penalty: 4150.872070
	Iteration 81Q: 3 clusters Score -494903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -494903.843750 Penalty: 4150.872070
	Iteration 82Q: 3 clusters Score -494903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -494905.437500 Penalty: 4150.872070
	Iteration 83Q: 3 clusters Score -494905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -494907.437500 Penalty: 4150.872070
	Iteration 84Q: 3 clusters Score -494907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -494912.218750 Penalty: 4150.872070
	Iteration 85Q: 3 clusters Score -494912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -494917.062500 Penalty: 4150.872070
	Iteration 86Q: 3 clusters Score -494917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -494920.468750 Penalty: 4150.872070
	Iteration 87Q: 3 clusters Score -494920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -494923.812500 Penalty: 4150.872070
	Iteration 88Q: 3 clusters Score -494923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -494927.468750 Penalty: 4150.872070
	Iteration 89Q: 3 clusters Score -494927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -494931.906250 Penalty: 4150.872070
	Iteration 90Q: 3 clusters Score -494931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -494934.625000 Penalty: 4150.872070
	Iteration 91Q: 3 clusters Score -494934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -494936.875000 Penalty: 4150.872070
	Iteration 92Q: 3 clusters Score -494936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -494938.906250 Penalty: 4150.872070
	Iteration 93Q: 3 clusters Score -494938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -494941.718750 Penalty: 4150.872070
	Iteration 94Q: 3 clusters Score -494941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -494946.718750 Penalty: 4150.872070
	Iteration 95Q: 3 clusters Score -494946.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -494949.187500 Penalty: 4150.872070
	Iteration 96Q: 3 clusters Score -494949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -494951.125000 Penalty: 4150.872070
	Iteration 97Q: 3 clusters Score -494951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -494950.968750 Penalty: 4150.872070
	Iteration 98Q: 3 clusters Score -494951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -494950.656250 Penalty: 4150.872070
	Iteration 99Q: 3 clusters Score -494950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -494950.656250 Penalty: 4150.872070
	Iteration 100F: 3 clusters Score -494950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Entering Unmasked Estep 
Score: -10337833.000000 Penalty: 2809.321289
	Iteration 0F: 2 clusters Score -1.033783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -10282353.000000 Penalty: 5618.642578
	Iteration 0F: 3 clusters Score -1.028235e+07 nChanged 39123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -10304469.000000 Penalty: 5618.642578
	Iteration 1F: 3 clusters Score -1.030447e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -10305515.000000 Penalty: 5618.642578
	Iteration 2Q: 3 clusters Score -1.030552e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -10306835.000000 Penalty: 5618.642578
	Iteration 3Q: 3 clusters Score -1.030684e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -10308362.000000 Penalty: 5618.642578
	Iteration 4Q: 3 clusters Score -1.030836e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -10309979.000000 Penalty: 5618.642578
	Iteration 5Q: 3 clusters Score -1.030998e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -10311950.000000 Penalty: 5618.642578
	Iteration 6Q: 3 clusters Score -1.031195e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -10314152.000000 Penalty: 5618.642578
	Iteration 7Q: 3 clusters Score -1.031415e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -10316572.000000 Penalty: 5618.642578
	Iteration 8Q: 3 clusters Score -1.031657e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -10319199.000000 Penalty: 5618.642578
	Iteration 9F: 3 clusters Score -1.03192e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -10322008.000000 Penalty: 5618.642578
	Iteration 10Q: 3 clusters Score -1.032201e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -10324442.000000 Penalty: 5618.642578
	Iteration 11Q: 3 clusters Score -1.032444e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -10326446.000000 Penalty: 5618.642578
	Iteration 12Q: 3 clusters Score -1.032645e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -10327949.000000 Penalty: 5618.642578
	Iteration 13Q: 3 clusters Score -1.032795e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -10329120.000000 Penalty: 5618.642578
	Iteration 14Q: 3 clusters Score -1.032912e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -10330141.000000 Penalty: 5618.642578
	Iteration 15Q: 3 clusters Score -1.033014e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -10330964.000000 Penalty: 5618.642578
	Iteration 16Q: 3 clusters Score -1.033096e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76290 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -10331701.000000 Penalty: 5618.642578
	Iteration 17Q: 3 clusters Score -1.03317e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77558 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -10332398.000000 Penalty: 5618.642578
	Iteration 18Q: 3 clusters Score -1.03324e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -10332974.000000 Penalty: 5618.642578
	Iteration 19Q: 3 clusters Score -1.033297e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10333501.000000 Penalty: 5618.642578
	Iteration 20F: 3 clusters Score -1.03335e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10334001.000000 Penalty: 5618.642578
	Iteration 21Q: 3 clusters Score -1.0334e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10334377.000000 Penalty: 5618.642578
	Iteration 22Q: 3 clusters Score -1.033438e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -10334673.000000 Penalty: 5618.642578
	Iteration 23Q: 3 clusters Score -1.033467e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10334889.000000 Penalty: 5618.642578
	Iteration 24Q: 3 clusters Score -1.033489e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10335046.000000 Penalty: 5618.642578
	Iteration 25Q: 3 clusters Score -1.033505e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10335128.000000 Penalty: 5618.642578
	Iteration 26Q: 3 clusters Score -1.033513e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10335200.000000 Penalty: 5618.642578
	Iteration 27Q: 3 clusters Score -1.03352e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10335256.000000 Penalty: 5618.642578
	Iteration 28Q: 3 clusters Score -1.033526e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10335322.000000 Penalty: 5618.642578
	Iteration 29Q: 3 clusters Score -1.033532e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10335359.000000 Penalty: 5618.642578
	Iteration 30Q: 3 clusters Score -1.033536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10335391.000000 Penalty: 5618.642578
	Iteration 31Q: 3 clusters Score -1.033539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10335399.000000 Penalty: 5618.642578
	Iteration 32Q: 3 clusters Score -1.03354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10335414.000000 Penalty: 5618.642578
	Iteration 33Q: 3 clusters Score -1.033541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10335419.000000 Penalty: 5618.642578
	Iteration 34Q: 3 clusters Score -1.033542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10335429.000000 Penalty: 5618.642578
	Iteration 35Q: 3 clusters Score -1.033543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10335426.000000 Penalty: 5618.642578
	Iteration 36Q: 3 clusters Score -1.033543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10335422.000000 Penalty: 5618.642578
	Iteration 37Q: 3 clusters Score -1.033542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10335429.000000 Penalty: 5618.642578
	Iteration 38Q: 3 clusters Score -1.033543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10335431.000000 Penalty: 5618.642578
	Iteration 39Q: 3 clusters Score -1.033543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10335429.000000 Penalty: 5618.642578
	Iteration 40F: 3 clusters Score -1.033543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10335440.000000 Penalty: 5618.642578
	Iteration 41Q: 3 clusters Score -1.033544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10335448.000000 Penalty: 5618.642578
	Iteration 42Q: 3 clusters Score -1.033545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10335446.000000 Penalty: 5618.642578
	Iteration 43Q: 3 clusters Score -1.033545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10335453.000000 Penalty: 5618.642578
	Iteration 44Q: 3 clusters Score -1.033545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10335446.000000 Penalty: 5618.642578
	Iteration 45Q: 3 clusters Score -1.033545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10335446.000000 Penalty: 5618.642578
	Iteration 46F: 3 clusters Score -1.033545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Entering Unmasked Estep 
Score: -11594012.000000 Penalty: 2837.167969
	Iteration 0F: 2 clusters Score -1.159401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -11531205.000000 Penalty: 5674.335938
	Iteration 0F: 3 clusters Score -1.15312e+07 nChanged 44110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -11556443.000000 Penalty: 5674.335938
	Iteration 1F: 3 clusters Score -1.155644e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -11557201.000000 Penalty: 5674.335938
	Iteration 2Q: 3 clusters Score -1.15572e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -11558037.000000 Penalty: 5674.335938
	Iteration 3Q: 3 clusters Score -1.155804e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -11558887.000000 Penalty: 5674.335938
	Iteration 4Q: 3 clusters Score -1.155889e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -11560097.000000 Penalty: 5674.335938
	Iteration 5Q: 3 clusters Score -1.15601e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -11561930.000000 Penalty: 5674.335938
	Iteration 6Q: 3 clusters Score -1.156193e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -11564805.000000 Penalty: 5674.335938
	Iteration 7F: 3 clusters Score -1.15648e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -11568953.000000 Penalty: 5674.335938
	Iteration 8F: 3 clusters Score -1.156895e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 73269 members 
Entering Unmasked Estep 
Score: -11574066.000000 Penalty: 5674.335938
	Iteration 9F: 3 clusters Score -1.157407e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -11579851.000000 Penalty: 5674.335938
	Iteration 10F: 3 clusters Score -1.157985e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -11584969.000000 Penalty: 5674.335938
	Iteration 11F: 3 clusters Score -1.158497e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -11588185.000000 Penalty: 5674.335938
	Iteration 12Q: 3 clusters Score -1.158818e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -11589934.000000 Penalty: 5674.335938
	Iteration 13Q: 3 clusters Score -1.158993e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -11590671.000000 Penalty: 5674.335938
	Iteration 14Q: 3 clusters Score -1.159067e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -11590999.000000 Penalty: 5674.335938
	Iteration 15Q: 3 clusters Score -1.1591e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -11591194.000000 Penalty: 5674.335938
	Iteration 16Q: 3 clusters Score -1.159119e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -11591307.000000 Penalty: 5674.335938
	Iteration 17Q: 3 clusters Score -1.159131e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -11591351.000000 Penalty: 5674.335938
	Iteration 18Q: 3 clusters Score -1.159135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 92630 members 
Entering Unmasked Estep 
Score: -11591362.000000 Penalty: 5674.335938
	Iteration 19Q: 3 clusters Score -1.159136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -11591383.000000 Penalty: 5674.335938
	Iteration 20F: 3 clusters Score -1.159138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -11591407.000000 Penalty: 5674.335938
	Iteration 21Q: 3 clusters Score -1.159141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -11591414.000000 Penalty: 5674.335938
	Iteration 22Q: 3 clusters Score -1.159141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -11591435.000000 Penalty: 5674.335938
	Iteration 23Q: 3 clusters Score -1.159144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -11591447.000000 Penalty: 5674.335938
	Iteration 24Q: 3 clusters Score -1.159145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -11591451.000000 Penalty: 5674.335938
	Iteration 25Q: 3 clusters Score -1.159145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -11591461.000000 Penalty: 5674.335938
	Iteration 26Q: 3 clusters Score -1.159146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -11591467.000000 Penalty: 5674.335938
	Iteration 27Q: 3 clusters Score -1.159147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -11591464.000000 Penalty: 5674.335938
	Iteration 28Q: 3 clusters Score -1.159146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -11591474.000000 Penalty: 5674.335938
	Iteration 29Q: 3 clusters Score -1.159147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -11591478.000000 Penalty: 5674.335938
	Iteration 30Q: 3 clusters Score -1.159148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -11591472.000000 Penalty: 5674.335938
	Iteration 31Q: 3 clusters Score -1.159147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 92687 members 
Entering Unmasked Estep 
Score: -11591476.000000 Penalty: 5674.335938
	Iteration 32Q: 3 clusters Score -1.159148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -11591475.000000 Penalty: 5674.335938
	Iteration 33Q: 3 clusters Score -1.159148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -11591474.000000 Penalty: 5674.335938
	Iteration 34Q: 3 clusters Score -1.159147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -11591474.000000 Penalty: 5674.335938
	Iteration 35Q: 3 clusters Score -1.159147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11591483.000000 Penalty: 5674.335938
	Iteration 36Q: 3 clusters Score -1.159148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11591477.000000 Penalty: 5674.335938
	Iteration 37Q: 3 clusters Score -1.159148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11591478.000000 Penalty: 5674.335938
	Iteration 38Q: 3 clusters Score -1.159148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -11591478.000000 Penalty: 5674.335938
	Iteration 39F: 3 clusters Score -1.159148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (139290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139290 members 
Entering Unmasked Estep 
Score: -17113974.000000 Penalty: 2937.389893
	Iteration 0F: 2 clusters Score -1.711397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -17020636.000000 Penalty: 5874.779785
	Iteration 0F: 3 clusters Score -1.702064e+07 nChanged 66512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -17059270.000000 Penalty: 5874.779785
	Iteration 1F: 3 clusters Score -1.705927e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76652 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -17060884.000000 Penalty: 5874.779785
	Iteration 2Q: 3 clusters Score -1.706088e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -17063434.000000 Penalty: 5874.779785
	Iteration 3Q: 3 clusters Score -1.706343e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -17067852.000000 Penalty: 5874.779785
	Iteration 4F: 3 clusters Score -1.706785e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96975 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -17075462.000000 Penalty: 5874.779785
	Iteration 5F: 3 clusters Score -1.707546e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -17086226.000000 Penalty: 5874.779785
	Iteration 6F: 3 clusters Score -1.708623e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -17097200.000000 Penalty: 5874.779785
	Iteration 7F: 3 clusters Score -1.70972e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -17104818.000000 Penalty: 5874.779785
	Iteration 8F: 3 clusters Score -1.710482e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -17109244.000000 Penalty: 5874.779785
	Iteration 9Q: 3 clusters Score -1.710924e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131263 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -17111146.000000 Penalty: 5874.779785
	Iteration 10Q: 3 clusters Score -1.711115e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132078 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -17111832.000000 Penalty: 5874.779785
	Iteration 11Q: 3 clusters Score -1.711183e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132646 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -17112138.000000 Penalty: 5874.779785
	Iteration 12Q: 3 clusters Score -1.711214e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133117 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -17112420.000000 Penalty: 5874.779785
	Iteration 13Q: 3 clusters Score -1.711242e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133512 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -17112508.000000 Penalty: 5874.779785
	Iteration 14Q: 3 clusters Score -1.711251e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133836 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -17112614.000000 Penalty: 5874.779785
	Iteration 15Q: 3 clusters Score -1.711261e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134069 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -17112692.000000 Penalty: 5874.779785
	Iteration 16Q: 3 clusters Score -1.711269e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134269 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -17112736.000000 Penalty: 5874.779785
	Iteration 17Q: 3 clusters Score -1.711274e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134455 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -17112738.000000 Penalty: 5874.779785
	Iteration 18Q: 3 clusters Score -1.711274e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134604 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -17112780.000000 Penalty: 5874.779785
	Iteration 19Q: 3 clusters Score -1.711278e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -17112826.000000 Penalty: 5874.779785
	Iteration 20F: 3 clusters Score -1.711283e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134850 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -17112808.000000 Penalty: 5874.779785
	Iteration 21Q: 3 clusters Score -1.711281e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134927 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -17112800.000000 Penalty: 5874.779785
	Iteration 22Q: 3 clusters Score -1.71128e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134996 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -17112796.000000 Penalty: 5874.779785
	Iteration 23Q: 3 clusters Score -1.71128e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -17112786.000000 Penalty: 5874.779785
	Iteration 24Q: 3 clusters Score -1.711279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -17112760.000000 Penalty: 5874.779785
	Iteration 25Q: 3 clusters Score -1.711276e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -17112736.000000 Penalty: 5874.779785
	Iteration 26Q: 3 clusters Score -1.711274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135218 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -17112780.000000 Penalty: 5874.779785
	Iteration 27Q: 3 clusters Score -1.711278e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135261 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -17112804.000000 Penalty: 5874.779785
	Iteration 28Q: 3 clusters Score -1.71128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135286 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -17112810.000000 Penalty: 5874.779785
	Iteration 29Q: 3 clusters Score -1.711281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135306 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -17112812.000000 Penalty: 5874.779785
	Iteration 30Q: 3 clusters Score -1.711281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135319 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -17112820.000000 Penalty: 5874.779785
	Iteration 31Q: 3 clusters Score -1.711282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135335 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -17112810.000000 Penalty: 5874.779785
	Iteration 32Q: 3 clusters Score -1.711281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -17112804.000000 Penalty: 5874.779785
	Iteration 33Q: 3 clusters Score -1.71128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135357 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -17112812.000000 Penalty: 5874.779785
	Iteration 34Q: 3 clusters Score -1.711281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135371 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -17112804.000000 Penalty: 5874.779785
	Iteration 35Q: 3 clusters Score -1.71128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135386 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -17112784.000000 Penalty: 5874.779785
	Iteration 36Q: 3 clusters Score -1.711278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -17112798.000000 Penalty: 5874.779785
	Iteration 37Q: 3 clusters Score -1.71128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135413 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -17112798.000000 Penalty: 5874.779785
	Iteration 38Q: 3 clusters Score -1.71128e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135429 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -17112798.000000 Penalty: 5874.779785
	Iteration 39Q: 3 clusters Score -1.71128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135447 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -17112784.000000 Penalty: 5874.779785
	Iteration 40F: 3 clusters Score -1.711278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135465 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -17112778.000000 Penalty: 5874.779785
	Iteration 41Q: 3 clusters Score -1.711278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -17112808.000000 Penalty: 5874.779785
	Iteration 42Q: 3 clusters Score -1.711281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135503 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -17112824.000000 Penalty: 5874.779785
	Iteration 43Q: 3 clusters Score -1.711282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -17112846.000000 Penalty: 5874.779785
	Iteration 44Q: 3 clusters Score -1.711285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135547 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -17112818.000000 Penalty: 5874.779785
	Iteration 45Q: 3 clusters Score -1.711282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135560 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -17112828.000000 Penalty: 5874.779785
	Iteration 46Q: 3 clusters Score -1.711283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135580 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -17112836.000000 Penalty: 5874.779785
	Iteration 47Q: 3 clusters Score -1.711284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135593 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -17112858.000000 Penalty: 5874.779785
	Iteration 48Q: 3 clusters Score -1.711286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135603 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -17112852.000000 Penalty: 5874.779785
	Iteration 49Q: 3 clusters Score -1.711285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -17112854.000000 Penalty: 5874.779785
	Iteration 50Q: 3 clusters Score -1.711285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -17112854.000000 Penalty: 5874.779785
	Iteration 51Q: 3 clusters Score -1.711285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -17112852.000000 Penalty: 5874.779785
	Iteration 52Q: 3 clusters Score -1.711285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135632 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -17112850.000000 Penalty: 5874.779785
	Iteration 53Q: 3 clusters Score -1.711285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135637 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -17112854.000000 Penalty: 5874.779785
	Iteration 54Q: 3 clusters Score -1.711285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135640 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -17112846.000000 Penalty: 5874.779785
	Iteration 55Q: 3 clusters Score -1.711285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135647 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -17112852.000000 Penalty: 5874.779785
	Iteration 56Q: 3 clusters Score -1.711285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135653 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -17112862.000000 Penalty: 5874.779785
	Iteration 57Q: 3 clusters Score -1.711286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135662 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -17112852.000000 Penalty: 5874.779785
	Iteration 58Q: 3 clusters Score -1.711285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135675 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -17112834.000000 Penalty: 5874.779785
	Iteration 59Q: 3 clusters Score -1.711283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -17112826.000000 Penalty: 5874.779785
	Iteration 60F: 3 clusters Score -1.711283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -17112828.000000 Penalty: 5874.779785
	Iteration 61Q: 3 clusters Score -1.711283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135698 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -17112822.000000 Penalty: 5874.779785
	Iteration 62Q: 3 clusters Score -1.711282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135701 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17112824.000000 Penalty: 5874.779785
	Iteration 63Q: 3 clusters Score -1.711282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135706 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -17112826.000000 Penalty: 5874.779785
	Iteration 64Q: 3 clusters Score -1.711283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135712 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -17112830.000000 Penalty: 5874.779785
	Iteration 65Q: 3 clusters Score -1.711283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135715 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -17112838.000000 Penalty: 5874.779785
	Iteration 66Q: 3 clusters Score -1.711284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135720 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -17112840.000000 Penalty: 5874.779785
	Iteration 67Q: 3 clusters Score -1.711284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -17112834.000000 Penalty: 5874.779785
	Iteration 68Q: 3 clusters Score -1.711283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135728 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -17112840.000000 Penalty: 5874.779785
	Iteration 69Q: 3 clusters Score -1.711284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135730 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -17112834.000000 Penalty: 5874.779785
	Iteration 70Q: 3 clusters Score -1.711283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135732 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -17112842.000000 Penalty: 5874.779785
	Iteration 71Q: 3 clusters Score -1.711284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135733 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17112840.000000 Penalty: 5874.779785
	Iteration 72Q: 3 clusters Score -1.711284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135733 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17112840.000000 Penalty: 5874.779785
	Iteration 73F: 3 clusters Score -1.711284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -331167.125000 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -331167.1 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 1387 members 
Entering Unmasked Estep 
Score: -328140.062500 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -328140.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -328727.125000 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -328727.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -328862.812500 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -328862.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -328924.375000 Penalty: 3917.059082
	Iteration 3Q: 3 clusters Score -328924.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -328972.812500 Penalty: 3917.059082
	Iteration 4Q: 3 clusters Score -328972.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -329001.250000 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -329001.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -329020.781250 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -329020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -329036.531250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -329036.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -329047.531250 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -329047.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -329057.843750 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -329057.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -329069.531250 Penalty: 3917.059082
	Iteration 10Q: 3 clusters Score -329069.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -329077.312500 Penalty: 3917.059082
	Iteration 11Q: 3 clusters Score -329077.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -329082.312500 Penalty: 3917.059082
	Iteration 12Q: 3 clusters Score -329082.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -329086.656250 Penalty: 3917.059082
	Iteration 13Q: 3 clusters Score -329086.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -329091.375000 Penalty: 3917.059082
	Iteration 14Q: 3 clusters Score -329091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -329094.343750 Penalty: 3917.059082
	Iteration 15Q: 3 clusters Score -329094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -329096.125000 Penalty: 3917.059082
	Iteration 16Q: 3 clusters Score -329096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -329097.531250 Penalty: 3917.059082
	Iteration 17Q: 3 clusters Score -329097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -329098.750000 Penalty: 3917.059082
	Iteration 18Q: 3 clusters Score -329098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -329100.093750 Penalty: 3917.059082
	Iteration 19Q: 3 clusters Score -329100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -329102.406250 Penalty: 3917.059082
	Iteration 20F: 3 clusters Score -329102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -329105.156250 Penalty: 3917.059082
	Iteration 21Q: 3 clusters Score -329105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -329107.250000 Penalty: 3917.059082
	Iteration 22Q: 3 clusters Score -329107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -329107.718750 Penalty: 3917.059082
	Iteration 23Q: 3 clusters Score -329107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -329109.125000 Penalty: 3917.059082
	Iteration 24Q: 3 clusters Score -329109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -329108.406250 Penalty: 3917.059082
	Iteration 25Q: 3 clusters Score -329108.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -329109.281250 Penalty: 3917.059082
	Iteration 26Q: 3 clusters Score -329109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -329110.531250 Penalty: 3917.059082
	Iteration 27Q: 3 clusters Score -329110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -329110.656250 Penalty: 3917.059082
	Iteration 28Q: 3 clusters Score -329110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -329111.718750 Penalty: 3917.059082
	Iteration 29Q: 3 clusters Score -329111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -329114.187500 Penalty: 3917.059082
	Iteration 30Q: 3 clusters Score -329114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -329115.906250 Penalty: 3917.059082
	Iteration 31Q: 3 clusters Score -329115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -329118.281250 Penalty: 3917.059082
	Iteration 32Q: 3 clusters Score -329118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -329120.250000 Penalty: 3917.059082
	Iteration 33Q: 3 clusters Score -329120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -329121.031250 Penalty: 3917.059082
	Iteration 34Q: 3 clusters Score -329121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -329124.781250 Penalty: 3917.059082
	Iteration 35Q: 3 clusters Score -329124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -329130.531250 Penalty: 3917.059082
	Iteration 36Q: 3 clusters Score -329130.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -329136.031250 Penalty: 3917.059082
	Iteration 37Q: 3 clusters Score -329136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -329139.343750 Penalty: 3917.059082
	Iteration 38Q: 3 clusters Score -329139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -329142.406250 Penalty: 3917.059082
	Iteration 39Q: 3 clusters Score -329142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -329143.187500 Penalty: 3917.059082
	Iteration 40F: 3 clusters Score -329143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -329145.062500 Penalty: 3917.059082
	Iteration 41Q: 3 clusters Score -329145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -329144.687500 Penalty: 3917.059082
	Iteration 42Q: 3 clusters Score -329144.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -329144.687500 Penalty: 3917.059082
	Iteration 43F: 3 clusters Score -329144.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1382909.875000 Penalty: 2316.507080
	Iteration 0F: 2 clusters Score -1382910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1374242.125000 Penalty: 4633.014160
	Iteration 0F: 3 clusters Score -1374242 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1376806.250000 Penalty: 4633.014160
	Iteration 1F: 3 clusters Score -1376806 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1377104.500000 Penalty: 4633.014160
	Iteration 2F: 3 clusters Score -1377104 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1377334.750000 Penalty: 4633.014160
	Iteration 3Q: 3 clusters Score -1377335 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1377536.750000 Penalty: 4633.014160
	Iteration 4Q: 3 clusters Score -1377537 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1377723.125000 Penalty: 4633.014160
	Iteration 5Q: 3 clusters Score -1377723 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1377975.375000 Penalty: 4633.014160
	Iteration 6Q: 3 clusters Score -1377975 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1378318.875000 Penalty: 4633.014160
	Iteration 7Q: 3 clusters Score -1378319 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1378827.250000 Penalty: 4633.014160
	Iteration 8F: 3 clusters Score -1378827 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1379409.375000 Penalty: 4633.014160
	Iteration 9F: 3 clusters Score -1379409 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1379989.875000 Penalty: 4633.014160
	Iteration 10F: 3 clusters Score -1379990 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1380497.125000 Penalty: 4633.014160
	Iteration 11F: 3 clusters Score -1380497 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1380886.125000 Penalty: 4633.014160
	Iteration 12Q: 3 clusters Score -1380886 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1381123.375000 Penalty: 4633.014160
	Iteration 13Q: 3 clusters Score -1381123 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1381274.125000 Penalty: 4633.014160
	Iteration 14Q: 3 clusters Score -1381274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1381377.375000 Penalty: 4633.014160
	Iteration 15Q: 3 clusters Score -1381377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1381463.750000 Penalty: 4633.014160
	Iteration 16Q: 3 clusters Score -1381464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1381539.000000 Penalty: 4633.014160
	Iteration 17Q: 3 clusters Score -1381539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1381605.500000 Penalty: 4633.014160
	Iteration 18Q: 3 clusters Score -1381606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1381639.625000 Penalty: 4633.014160
	Iteration 19Q: 3 clusters Score -1381640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1381659.000000 Penalty: 4633.014160
	Iteration 20F: 3 clusters Score -1381659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1381667.875000 Penalty: 4633.014160
	Iteration 21Q: 3 clusters Score -1381668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1381678.875000 Penalty: 4633.014160
	Iteration 22Q: 3 clusters Score -1381679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1381679.875000 Penalty: 4633.014160
	Iteration 23Q: 3 clusters Score -1381680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1381682.750000 Penalty: 4633.014160
	Iteration 24Q: 3 clusters Score -1381683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1381687.875000 Penalty: 4633.014160
	Iteration 25Q: 3 clusters Score -1381688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1381690.250000 Penalty: 4633.014160
	Iteration 26Q: 3 clusters Score -1381690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1381694.125000 Penalty: 4633.014160
	Iteration 27Q: 3 clusters Score -1381694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1381694.875000 Penalty: 4633.014160
	Iteration 28Q: 3 clusters Score -1381695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1381695.375000 Penalty: 4633.014160
	Iteration 29Q: 3 clusters Score -1381695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1381697.125000 Penalty: 4633.014160
	Iteration 30Q: 3 clusters Score -1381697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1381696.375000 Penalty: 4633.014160
	Iteration 31Q: 3 clusters Score -1381696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1381696.375000 Penalty: 4633.014160
	Iteration 32F: 3 clusters Score -1381696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Entering Unmasked Estep 
Score: -2640360.000000 Penalty: 2479.205322
	Iteration 0F: 2 clusters Score -2640360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2625087.500000 Penalty: 4958.410645
	Iteration 0F: 3 clusters Score -2625088 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2630139.750000 Penalty: 4958.410645
	Iteration 1F: 3 clusters Score -2630140 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2630618.750000 Penalty: 4958.410645
	Iteration 2F: 3 clusters Score -2630619 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2631044.000000 Penalty: 4958.410645
	Iteration 3Q: 3 clusters Score -2631044 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2631591.500000 Penalty: 4958.410645
	Iteration 4Q: 3 clusters Score -2631592 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2632222.750000 Penalty: 4958.410645
	Iteration 5F: 3 clusters Score -2632223 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2633087.250000 Penalty: 4958.410645
	Iteration 6F: 3 clusters Score -2633087 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2634180.750000 Penalty: 4958.410645
	Iteration 7F: 3 clusters Score -2634181 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2635246.000000 Penalty: 4958.410645
	Iteration 8F: 3 clusters Score -2635246 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2636248.750000 Penalty: 4958.410645
	Iteration 9F: 3 clusters Score -2636249 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2636939.500000 Penalty: 4958.410645
	Iteration 10Q: 3 clusters Score -2636940 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2637444.250000 Penalty: 4958.410645
	Iteration 11Q: 3 clusters Score -2637444 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2637747.750000 Penalty: 4958.410645
	Iteration 12Q: 3 clusters Score -2637748 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2637932.000000 Penalty: 4958.410645
	Iteration 13Q: 3 clusters Score -2637932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2638066.500000 Penalty: 4958.410645
	Iteration 14Q: 3 clusters Score -2638066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2638116.750000 Penalty: 4958.410645
	Iteration 15Q: 3 clusters Score -2638117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2638151.000000 Penalty: 4958.410645
	Iteration 16Q: 3 clusters Score -2638151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2638184.250000 Penalty: 4958.410645
	Iteration 17Q: 3 clusters Score -2638184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2638207.750000 Penalty: 4958.410645
	Iteration 18Q: 3 clusters Score -2638208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2638224.750000 Penalty: 4958.410645
	Iteration 19Q: 3 clusters Score -2638225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2638243.250000 Penalty: 4958.410645
	Iteration 20F: 3 clusters Score -2638243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2638256.500000 Penalty: 4958.410645
	Iteration 21Q: 3 clusters Score -2638256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2638262.250000 Penalty: 4958.410645
	Iteration 22Q: 3 clusters Score -2638262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2638269.250000 Penalty: 4958.410645
	Iteration 23Q: 3 clusters Score -2638269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2638276.750000 Penalty: 4958.410645
	Iteration 24Q: 3 clusters Score -2638277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2638278.250000 Penalty: 4958.410645
	Iteration 25Q: 3 clusters Score -2638278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2638285.000000 Penalty: 4958.410645
	Iteration 26Q: 3 clusters Score -2638285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2638284.250000 Penalty: 4958.410645
	Iteration 27Q: 3 clusters Score -2638284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2638284.750000 Penalty: 4958.410645
	Iteration 28Q: 3 clusters Score -2638285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2638284.750000 Penalty: 4958.410645
	Iteration 29F: 3 clusters Score -2638285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -154601.515625 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -154601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152454.046875 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -152454 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152798.421875 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -152798.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152960.343750 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -152960.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -153120.046875 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -153120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153287.218750 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -153287.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153385.359375 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -153385.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -153452.031250 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -153452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -153507.031250 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -153507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153549.453125 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -153549.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -153567.734375 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -153567.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -153586.468750 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -153586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -153594.218750 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -153594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153600.218750 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -153600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153604.859375 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -153604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -153609.656250 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -153609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153612.812500 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -153612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -153615.828125 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -153615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153618.890625 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -153618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153620.656250 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -153620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153621.921875 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -153621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153624.296875 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -153624.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 444 members 
Entering Unmasked Estep 
Score: -98908.890625 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98908.89 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99189.625000 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99189.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99283.929688 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99283.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99332.203125 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99332.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99356.851562 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99356.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99364.796875 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99371.859375 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99371.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -99379.523438 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99379.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99384.398438 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99384.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99394.992188 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99394.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99401.929688 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99401.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99404.296875 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -99411.921875 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99411.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99416.695312 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99416.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99420.882812 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99420.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -99424.445312 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99424.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99426.789062 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99426.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99430.898438 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99440.109375 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -99440.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99458.562500 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -99458.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99479.593750 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -99479.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99493.281250 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -99493.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99508.632812 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -99508.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99517.484375 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -99517.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99528.812500 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -99528.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99538.164062 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -99538.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99546.093750 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -99546.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99550.929688 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -99550.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99553.906250 Penalty: 3372.331787
	Iteration 28Q: 3 clusters Score -99553.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99555.351562 Penalty: 3372.331787
	Iteration 29Q: 3 clusters Score -99555.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99555.351562 Penalty: 3372.331787
	Iteration 30F: 3 clusters Score -99555.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Entering Unmasked Estep 
Score: -9434838.000000 Penalty: 2798.002197
	Iteration 0F: 2 clusters Score -9434838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -9382066.000000 Penalty: 5596.004395
	Iteration 0F: 3 clusters Score -9382066 nChanged 37108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -9402476.000000 Penalty: 5596.004395
	Iteration 1F: 3 clusters Score -9402476 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -9402971.000000 Penalty: 5596.004395
	Iteration 2Q: 3 clusters Score -9402971 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -9403364.000000 Penalty: 5596.004395
	Iteration 3Q: 3 clusters Score -9403364 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -9403709.000000 Penalty: 5596.004395
	Iteration 4Q: 3 clusters Score -9403709 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -9404107.000000 Penalty: 5596.004395
	Iteration 5Q: 3 clusters Score -9404107 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -9404445.000000 Penalty: 5596.004395
	Iteration 6Q: 3 clusters Score -9404445 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -9404842.000000 Penalty: 5596.004395
	Iteration 7Q: 3 clusters Score -9404842 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -9405293.000000 Penalty: 5596.004395
	Iteration 8Q: 3 clusters Score -9405293 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -9405737.000000 Penalty: 5596.004395
	Iteration 9Q: 3 clusters Score -9405737 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -9406350.000000 Penalty: 5596.004395
	Iteration 10Q: 3 clusters Score -9406350 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -9407423.000000 Penalty: 5596.004395
	Iteration 11Q: 3 clusters Score -9407423 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -9408903.000000 Penalty: 5596.004395
	Iteration 12Q: 3 clusters Score -9408903 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -9411402.000000 Penalty: 5596.004395
	Iteration 13F: 3 clusters Score -9411402 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -9415302.000000 Penalty: 5596.004395
	Iteration 14F: 3 clusters Score -9415302 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -9420436.000000 Penalty: 5596.004395
	Iteration 15F: 3 clusters Score -9420436 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -9425633.000000 Penalty: 5596.004395
	Iteration 16F: 3 clusters Score -9425633 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9429436.000000 Penalty: 5596.004395
	Iteration 17Q: 3 clusters Score -9429436 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9431232.000000 Penalty: 5596.004395
	Iteration 18Q: 3 clusters Score -9431232 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9431906.000000 Penalty: 5596.004395
	Iteration 19Q: 3 clusters Score -9431906 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9432177.000000 Penalty: 5596.004395
	Iteration 20F: 3 clusters Score -9432177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9432299.000000 Penalty: 5596.004395
	Iteration 21Q: 3 clusters Score -9432299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9432348.000000 Penalty: 5596.004395
	Iteration 22Q: 3 clusters Score -9432348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9432380.000000 Penalty: 5596.004395
	Iteration 23Q: 3 clusters Score -9432380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9432422.000000 Penalty: 5596.004395
	Iteration 24Q: 3 clusters Score -9432422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9432428.000000 Penalty: 5596.004395
	Iteration 25Q: 3 clusters Score -9432428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9432444.000000 Penalty: 5596.004395
	Iteration 26Q: 3 clusters Score -9432444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9432461.000000 Penalty: 5596.004395
	Iteration 27Q: 3 clusters Score -9432461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9432460.000000 Penalty: 5596.004395
	Iteration 28Q: 3 clusters Score -9432460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9432466.000000 Penalty: 5596.004395
	Iteration 29Q: 3 clusters Score -9432466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9432471.000000 Penalty: 5596.004395
	Iteration 30Q: 3 clusters Score -9432471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9432471.000000 Penalty: 5596.004395
	Iteration 31Q: 3 clusters Score -9432471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9432479.000000 Penalty: 5596.004395
	Iteration 32Q: 3 clusters Score -9432479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9432484.000000 Penalty: 5596.004395
	Iteration 33Q: 3 clusters Score -9432484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9432484.000000 Penalty: 5596.004395
	Iteration 34F: 3 clusters Score -9432484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (27684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Entering Unmasked Estep 
Score: -3420855.250000 Penalty: 2536.695312
	Iteration 0F: 2 clusters Score -3420855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3401861.250000 Penalty: 5073.390625
	Iteration 0F: 3 clusters Score -3401861 nChanged 12376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3408592.250000 Penalty: 5073.390625
	Iteration 1F: 3 clusters Score -3408592 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3409060.750000 Penalty: 5073.390625
	Iteration 2Q: 3 clusters Score -3409061 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3409470.750000 Penalty: 5073.390625
	Iteration 3Q: 3 clusters Score -3409471 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3409831.000000 Penalty: 5073.390625
	Iteration 4Q: 3 clusters Score -3409831 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3410133.000000 Penalty: 5073.390625
	Iteration 5Q: 3 clusters Score -3410133 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3410455.750000 Penalty: 5073.390625
	Iteration 6Q: 3 clusters Score -3410456 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3410750.500000 Penalty: 5073.390625
	Iteration 7Q: 3 clusters Score -3410750 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3411084.500000 Penalty: 5073.390625
	Iteration 8Q: 3 clusters Score -3411084 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3411430.750000 Penalty: 5073.390625
	Iteration 9Q: 3 clusters Score -3411431 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3411802.250000 Penalty: 5073.390625
	Iteration 10Q: 3 clusters Score -3411802 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3412170.750000 Penalty: 5073.390625
	Iteration 11Q: 3 clusters Score -3412171 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3412596.500000 Penalty: 5073.390625
	Iteration 12Q: 3 clusters Score -3412596 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3413006.500000 Penalty: 5073.390625
	Iteration 13Q: 3 clusters Score -3413006 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3413503.750000 Penalty: 5073.390625
	Iteration 14Q: 3 clusters Score -3413504 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3414075.250000 Penalty: 5073.390625
	Iteration 15Q: 3 clusters Score -3414075 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3414713.250000 Penalty: 5073.390625
	Iteration 16Q: 3 clusters Score -3414713 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3415342.750000 Penalty: 5073.390625
	Iteration 17Q: 3 clusters Score -3415343 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3416027.500000 Penalty: 5073.390625
	Iteration 18Q: 3 clusters Score -3416028 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3416711.500000 Penalty: 5073.390625
	Iteration 19Q: 3 clusters Score -3416712 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3417313.500000 Penalty: 5073.390625
	Iteration 20F: 3 clusters Score -3417314 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3417760.250000 Penalty: 5073.390625
	Iteration 21Q: 3 clusters Score -3417760 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3418075.000000 Penalty: 5073.390625
	Iteration 22Q: 3 clusters Score -3418075 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3418283.750000 Penalty: 5073.390625
	Iteration 23Q: 3 clusters Score -3418284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3418384.250000 Penalty: 5073.390625
	Iteration 24Q: 3 clusters Score -3418384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3418458.750000 Penalty: 5073.390625
	Iteration 25Q: 3 clusters Score -3418459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3418524.250000 Penalty: 5073.390625
	Iteration 26Q: 3 clusters Score -3418524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3418567.000000 Penalty: 5073.390625
	Iteration 27Q: 3 clusters Score -3418567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3418606.250000 Penalty: 5073.390625
	Iteration 28Q: 3 clusters Score -3418606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3418633.500000 Penalty: 5073.390625
	Iteration 29Q: 3 clusters Score -3418634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3418650.000000 Penalty: 5073.390625
	Iteration 30Q: 3 clusters Score -3418650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3418668.750000 Penalty: 5073.390625
	Iteration 31Q: 3 clusters Score -3418669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3418675.250000 Penalty: 5073.390625
	Iteration 32Q: 3 clusters Score -3418675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3418685.750000 Penalty: 5073.390625
	Iteration 33Q: 3 clusters Score -3418686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -3418690.000000 Penalty: 5073.390625
	Iteration 34Q: 3 clusters Score -3418690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3418697.250000 Penalty: 5073.390625
	Iteration 35Q: 3 clusters Score -3418697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3418703.750000 Penalty: 5073.390625
	Iteration 36Q: 3 clusters Score -3418704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3418706.750000 Penalty: 5073.390625
	Iteration 37Q: 3 clusters Score -3418707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3418711.500000 Penalty: 5073.390625
	Iteration 38Q: 3 clusters Score -3418712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3418714.000000 Penalty: 5073.390625
	Iteration 39Q: 3 clusters Score -3418714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3418719.000000 Penalty: 5073.390625
	Iteration 40F: 3 clusters Score -3418719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3418716.000000 Penalty: 5073.390625
	Iteration 41Q: 3 clusters Score -3418716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3418716.000000 Penalty: 5073.390625
	Iteration 42Q: 3 clusters Score -3418716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3418719.750000 Penalty: 5073.390625
	Iteration 43Q: 3 clusters Score -3418720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3418719.750000 Penalty: 5073.390625
	Iteration 44F: 3 clusters Score -3418720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -111937.265625 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -111937.3 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 487 members 
Entering Unmasked Estep 
Score: -110051.007812 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -110051 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110453.945312 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -110453.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110649.078125 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -110649.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -110774.773438 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -110774.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110853.554688 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -110853.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110940.257812 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -110940.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110996.320312 Penalty: 3419.756348
	Iteration 6Q: 3 clusters Score -110996.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -111026.054688 Penalty: 3419.756348
	Iteration 7Q: 3 clusters Score -111026.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111049.382812 Penalty: 3419.756348
	Iteration 8Q: 3 clusters Score -111049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111067.523438 Penalty: 3419.756348
	Iteration 9Q: 3 clusters Score -111067.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -111084.460938 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -111084.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111099.750000 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -111099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -111107.414062 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -111107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -111113.218750 Penalty: 3419.756348
	Iteration 13Q: 3 clusters Score -111113.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -111118.976562 Penalty: 3419.756348
	Iteration 14Q: 3 clusters Score -111119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111120.554688 Penalty: 3419.756348
	Iteration 15Q: 3 clusters Score -111120.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111120.554688 Penalty: 3419.756348
	Iteration 16F: 3 clusters Score -111120.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96109.078125 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96109.08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96510.007812 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96510.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96678.414062 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96678.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -96890.328125 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -96890.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97050.195312 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97050.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97179.148438 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -97179.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -97252.382812 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97252.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -97335.421875 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97335.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -97430.265625 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97430.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -97458.062500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97458.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -97462.843750 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97462.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97464.734375 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97464.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -97469.812500 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97469.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97471.289062 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97471.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97471.289062 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -97471.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Entering Unmasked Estep 
Score: -782552.875000 Penalty: 2185.289795
	Iteration 0F: 2 clusters Score -782552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -776984.500000 Penalty: 4370.579590
	Iteration 0F: 3 clusters Score -776984.5 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -778397.187500 Penalty: 4370.579590
	Iteration 1F: 3 clusters Score -778397.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -778736.812500 Penalty: 4370.579590
	Iteration 2F: 3 clusters Score -778736.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -779069.500000 Penalty: 4370.579590
	Iteration 3F: 3 clusters Score -779069.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -779431.187500 Penalty: 4370.579590
	Iteration 4F: 3 clusters Score -779431.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -779849.500000 Penalty: 4370.579590
	Iteration 5F: 3 clusters Score -779849.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -780211.312500 Penalty: 4370.579590
	Iteration 6F: 3 clusters Score -780211.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -780551.750000 Penalty: 4370.579590
	Iteration 7F: 3 clusters Score -780551.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -780798.250000 Penalty: 4370.579590
	Iteration 8F: 3 clusters Score -780798.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -780965.625000 Penalty: 4370.579590
	Iteration 9Q: 3 clusters Score -780965.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -781087.500000 Penalty: 4370.579590
	Iteration 10Q: 3 clusters Score -781087.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -781166.250000 Penalty: 4370.579590
	Iteration 11Q: 3 clusters Score -781166.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -781222.000000 Penalty: 4370.579590
	Iteration 12Q: 3 clusters Score -781222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -781258.875000 Penalty: 4370.579590
	Iteration 13Q: 3 clusters Score -781258.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -781293.375000 Penalty: 4370.579590
	Iteration 14Q: 3 clusters Score -781293.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -781331.812500 Penalty: 4370.579590
	Iteration 15Q: 3 clusters Score -781331.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -781369.187500 Penalty: 4370.579590
	Iteration 16Q: 3 clusters Score -781369.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -781400.187500 Penalty: 4370.579590
	Iteration 17Q: 3 clusters Score -781400.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -781421.125000 Penalty: 4370.579590
	Iteration 18Q: 3 clusters Score -781421.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -781435.812500 Penalty: 4370.579590
	Iteration 19Q: 3 clusters Score -781435.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -781451.250000 Penalty: 4370.579590
	Iteration 20F: 3 clusters Score -781451.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -781454.250000 Penalty: 4370.579590
	Iteration 21Q: 3 clusters Score -781454.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -781463.375000 Penalty: 4370.579590
	Iteration 22Q: 3 clusters Score -781463.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -781466.750000 Penalty: 4370.579590
	Iteration 23Q: 3 clusters Score -781466.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -781470.812500 Penalty: 4370.579590
	Iteration 24Q: 3 clusters Score -781470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -781471.937500 Penalty: 4370.579590
	Iteration 25Q: 3 clusters Score -781471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -781474.250000 Penalty: 4370.579590
	Iteration 26Q: 3 clusters Score -781474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -781476.125000 Penalty: 4370.579590
	Iteration 27Q: 3 clusters Score -781476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -781476.750000 Penalty: 4370.579590
	Iteration 28Q: 3 clusters Score -781476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -781476.312500 Penalty: 4370.579590
	Iteration 29Q: 3 clusters Score -781476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -781476.250000 Penalty: 4370.579590
	Iteration 30Q: 3 clusters Score -781476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -781477.562500 Penalty: 4370.579590
	Iteration 31Q: 3 clusters Score -781477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -781478.000000 Penalty: 4370.579590
	Iteration 32Q: 3 clusters Score -781478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -781477.875000 Penalty: 4370.579590
	Iteration 33Q: 3 clusters Score -781477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -781480.875000 Penalty: 4370.579590
	Iteration 34Q: 3 clusters Score -781480.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -781483.875000 Penalty: 4370.579590
	Iteration 35Q: 3 clusters Score -781483.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -781485.125000 Penalty: 4370.579590
	Iteration 36Q: 3 clusters Score -781485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -781486.812500 Penalty: 4370.579590
	Iteration 37Q: 3 clusters Score -781486.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -781490.750000 Penalty: 4370.579590
	Iteration 38Q: 3 clusters Score -781490.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -781493.625000 Penalty: 4370.579590
	Iteration 39Q: 3 clusters Score -781493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -781497.937500 Penalty: 4370.579590
	Iteration 40F: 3 clusters Score -781497.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -781501.187500 Penalty: 4370.579590
	Iteration 41Q: 3 clusters Score -781501.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -781502.812500 Penalty: 4370.579590
	Iteration 42Q: 3 clusters Score -781502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -781505.062500 Penalty: 4370.579590
	Iteration 43Q: 3 clusters Score -781505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -781504.062500 Penalty: 4370.579590
	Iteration 44Q: 3 clusters Score -781504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -781504.750000 Penalty: 4370.579590
	Iteration 45Q: 3 clusters Score -781504.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -781504.937500 Penalty: 4370.579590
	Iteration 46Q: 3 clusters Score -781504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -781505.687500 Penalty: 4370.579590
	Iteration 47Q: 3 clusters Score -781505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -781505.000000 Penalty: 4370.579590
	Iteration 48Q: 3 clusters Score -781505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -781504.875000 Penalty: 4370.579590
	Iteration 49Q: 3 clusters Score -781504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -781504.875000 Penalty: 4370.579590
	Iteration 50F: 3 clusters Score -781504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (196159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196159 members 
Entering Unmasked Estep 
Score: -24239924.000000 Penalty: 3022.296875
	Iteration 0F: 2 clusters Score -2.423992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98284 members 
Mstep: Class 2 contains 97875 members 
Entering Unmasked Estep 
Score: -24118604.000000 Penalty: 6044.593750
	Iteration 0F: 3 clusters Score -2.41186e+07 nChanged 94279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -24173912.000000 Penalty: 6044.593750
	Iteration 1F: 3 clusters Score -2.417391e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105445 members 
Mstep: Class 2 contains 90714 members 
Entering Unmasked Estep 
Score: -24175180.000000 Penalty: 6044.593750
	Iteration 2Q: 3 clusters Score -2.417518e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -24176824.000000 Penalty: 6044.593750
	Iteration 3Q: 3 clusters Score -2.417682e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114565 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -24179558.000000 Penalty: 6044.593750
	Iteration 4Q: 3 clusters Score -2.417956e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -24184034.000000 Penalty: 6044.593750
	Iteration 5Q: 3 clusters Score -2.418403e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133694 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -24191776.000000 Penalty: 6044.593750
	Iteration 6F: 3 clusters Score -2.419178e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147767 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -24203410.000000 Penalty: 6044.593750
	Iteration 7F: 3 clusters Score -2.420341e+07 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -24216326.000000 Penalty: 6044.593750
	Iteration 8F: 3 clusters Score -2.421633e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174914 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -24226302.000000 Penalty: 6044.593750
	Iteration 9F: 3 clusters Score -2.42263e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182656 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -24232300.000000 Penalty: 6044.593750
	Iteration 10Q: 3 clusters Score -2.42323e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186954 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -24235146.000000 Penalty: 6044.593750
	Iteration 11Q: 3 clusters Score -2.423515e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189385 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -24236744.000000 Penalty: 6044.593750
	Iteration 12Q: 3 clusters Score -2.423674e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -24237462.000000 Penalty: 6044.593750
	Iteration 13Q: 3 clusters Score -2.423746e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -24237846.000000 Penalty: 6044.593750
	Iteration 14Q: 3 clusters Score -2.423785e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192427 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -24238030.000000 Penalty: 6044.593750
	Iteration 15Q: 3 clusters Score -2.423803e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192877 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -24238124.000000 Penalty: 6044.593750
	Iteration 16Q: 3 clusters Score -2.423812e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193198 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -24238208.000000 Penalty: 6044.593750
	Iteration 17Q: 3 clusters Score -2.423821e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193413 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -24238262.000000 Penalty: 6044.593750
	Iteration 18Q: 3 clusters Score -2.423826e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193599 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -24238360.000000 Penalty: 6044.593750
	Iteration 19Q: 3 clusters Score -2.423836e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193740 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -24238310.000000 Penalty: 6044.593750
	Iteration 20F: 3 clusters Score -2.423831e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193859 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -24238308.000000 Penalty: 6044.593750
	Iteration 21Q: 3 clusters Score -2.423831e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193952 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -24238348.000000 Penalty: 6044.593750
	Iteration 22Q: 3 clusters Score -2.423835e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194035 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -24238388.000000 Penalty: 6044.593750
	Iteration 23Q: 3 clusters Score -2.423839e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194085 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -24238366.000000 Penalty: 6044.593750
	Iteration 24Q: 3 clusters Score -2.423837e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -24238364.000000 Penalty: 6044.593750
	Iteration 25Q: 3 clusters Score -2.423836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194167 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -24238360.000000 Penalty: 6044.593750
	Iteration 26Q: 3 clusters Score -2.423836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -24238368.000000 Penalty: 6044.593750
	Iteration 27Q: 3 clusters Score -2.423837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194227 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -24238390.000000 Penalty: 6044.593750
	Iteration 28Q: 3 clusters Score -2.423839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194255 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -24238352.000000 Penalty: 6044.593750
	Iteration 29Q: 3 clusters Score -2.423835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194281 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -24238344.000000 Penalty: 6044.593750
	Iteration 30Q: 3 clusters Score -2.423834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194293 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -24238360.000000 Penalty: 6044.593750
	Iteration 31Q: 3 clusters Score -2.423836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194302 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -24238348.000000 Penalty: 6044.593750
	Iteration 32Q: 3 clusters Score -2.423835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194313 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -24238360.000000 Penalty: 6044.593750
	Iteration 33Q: 3 clusters Score -2.423836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194321 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24238348.000000 Penalty: 6044.593750
	Iteration 34Q: 3 clusters Score -2.423835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194329 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -24238380.000000 Penalty: 6044.593750
	Iteration 35Q: 3 clusters Score -2.423838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194335 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -24238374.000000 Penalty: 6044.593750
	Iteration 36Q: 3 clusters Score -2.423837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194348 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24238368.000000 Penalty: 6044.593750
	Iteration 37Q: 3 clusters Score -2.423837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194355 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -24238356.000000 Penalty: 6044.593750
	Iteration 38Q: 3 clusters Score -2.423836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194360 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -24238366.000000 Penalty: 6044.593750
	Iteration 39Q: 3 clusters Score -2.423837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194368 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24238354.000000 Penalty: 6044.593750
	Iteration 40F: 3 clusters Score -2.423835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194373 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -24238358.000000 Penalty: 6044.593750
	Iteration 41Q: 3 clusters Score -2.423836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194370 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -24238340.000000 Penalty: 6044.593750
	Iteration 42Q: 3 clusters Score -2.423834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194369 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -24238346.000000 Penalty: 6044.593750
	Iteration 43Q: 3 clusters Score -2.423835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194375 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -24238344.000000 Penalty: 6044.593750
	Iteration 44Q: 3 clusters Score -2.423834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194380 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -24238356.000000 Penalty: 6044.593750
	Iteration 45Q: 3 clusters Score -2.423836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194383 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -24238366.000000 Penalty: 6044.593750
	Iteration 46Q: 3 clusters Score -2.423837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194385 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -24238370.000000 Penalty: 6044.593750
	Iteration 47Q: 3 clusters Score -2.423837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194387 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -24238376.000000 Penalty: 6044.593750
	Iteration 48Q: 3 clusters Score -2.423838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194386 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -24238372.000000 Penalty: 6044.593750
	Iteration 49Q: 3 clusters Score -2.423837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194388 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24238368.000000 Penalty: 6044.593750
	Iteration 50Q: 3 clusters Score -2.423837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194388 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -24238366.000000 Penalty: 6044.593750
	Iteration 51Q: 3 clusters Score -2.423837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194391 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -24238378.000000 Penalty: 6044.593750
	Iteration 52Q: 3 clusters Score -2.423838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194392 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -24238368.000000 Penalty: 6044.593750
	Iteration 53Q: 3 clusters Score -2.423837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194391 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -24238372.000000 Penalty: 6044.593750
	Iteration 54Q: 3 clusters Score -2.423837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194391 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -24238372.000000 Penalty: 6044.593750
	Iteration 55F: 3 clusters Score -2.423837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 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 211 members 
Entering Unmasked Estep 
Score: -41720.972656 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41720.97 nChanged 69
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: -41893.035156 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41893.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41946.140625 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -41946.14 nChanged 7
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: -41964.023438 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -41964.02 nChanged 1
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: -41965.492188 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -41965.49 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: -41966.617188 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -41966.62 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: -41966.617188 Penalty: 2993.598877
	Iteration 6F: 3 clusters Score -41966.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (218964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218964 members 
Entering Unmasked Estep 
Score: -26935500.000000 Penalty: 3049.572266
	Iteration 0F: 2 clusters Score -2.69355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -26799028.000000 Penalty: 6099.144531
	Iteration 0F: 3 clusters Score -2.679903e+07 nChanged 105443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 112101 members 
Entering Unmasked Estep 
Score: -26861316.000000 Penalty: 6099.144531
	Iteration 1F: 3 clusters Score -2.686132e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -26862310.000000 Penalty: 6099.144531
	Iteration 2Q: 3 clusters Score -2.686231e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -26863344.000000 Penalty: 6099.144531
	Iteration 3Q: 3 clusters Score -2.686334e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 119807 members 
Entering Unmasked Estep 
Score: -26864486.000000 Penalty: 6099.144531
	Iteration 4Q: 3 clusters Score -2.686449e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 125242 members 
Entering Unmasked Estep 
Score: -26866448.000000 Penalty: 6099.144531
	Iteration 5Q: 3 clusters Score -2.686645e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85582 members 
Mstep: Class 2 contains 133382 members 
Entering Unmasked Estep 
Score: -26869818.000000 Penalty: 6099.144531
	Iteration 6Q: 3 clusters Score -2.686982e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -26876254.000000 Penalty: 6099.144531
	Iteration 7F: 3 clusters Score -2.687625e+07 nChanged 16210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2.688717e+07 nChanged 19166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 180569 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2.690194e+07 nChanged 18054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 198617 members 
Entering Unmasked Estep 
Score: -26916374.000000 Penalty: 6099.144531
	Iteration 10F: 3 clusters Score -2.691637e+07 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 210341 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -2.69258e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 215713 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2.693005e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 217740 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2.693165e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 218378 members 
Entering Unmasked Estep 
Score: -26932312.000000 Penalty: 6099.144531
	Iteration 14Q: 3 clusters Score -2.693231e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 218559 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2.693253e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 218618 members 
Entering Unmasked Estep 
Score: -26932610.000000 Penalty: 6099.144531
	Iteration 16Q: 3 clusters Score -2.693261e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 218643 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2.693264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 218656 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2.693267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 218661 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2.693268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 218670 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2.693271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218676 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2.693271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 218678 members 
Entering Unmasked Estep 
Score: -26932708.000000 Penalty: 6099.144531
	Iteration 22Q: 3 clusters Score -2.693271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 218678 members 
Entering Unmasked Estep 
Score: -26932708.000000 Penalty: 6099.144531
	Iteration 23F: 3 clusters Score -2.693271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 188566 members 
Mstep: Class 4 contains 9147 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201072 members 
Mstep: Class 7 contains 76195 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 47020 members 
Mstep: Class 11 contains 7110 members 
Mstep: Class 12 contains 101449 members 
Mstep: Class 13 contains 79135 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 83109 members 
Mstep: Class 16 contains 92985 members 
Mstep: Class 17 contains 139290 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 21956 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79401 members 
Mstep: Class 24 contains 27684 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 196159 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218964 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 31 clusters Score -1.947332e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 3 contains 188370 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 201042 members 
Mstep: Class 7 contains 76102 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 46952 members 
Mstep: Class 11 contains 7110 members 
Mstep: Class 12 contains 102371 members 
Mstep: Class 13 contains 78985 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 15 contains 82915 members 
Mstep: Class 16 contains 92818 members 
Mstep: Class 17 contains 139138 members 
Mstep: Class 18 contains 2689 members 
Mstep: Class 19 contains 11383 members 
Mstep: Class 20 contains 21930 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79535 members 
Mstep: Class 24 contains 27794 members 
Mstep: Class 25 contains 987 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 196028 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219007 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 31 clusters Score -1.947333e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 188234 members 
Mstep: Class 4 contains 9131 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200942 members 
Mstep: Class 7 contains 76019 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 46891 members 
Mstep: Class 11 contains 7115 members 
Mstep: Class 12 contains 103353 members 
Mstep: Class 13 contains 78845 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 82701 members 
Mstep: Class 16 contains 92648 members 
Mstep: Class 17 contains 138985 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 11377 members 
Mstep: Class 20 contains 21899 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79658 members 
Mstep: Class 24 contains 27919 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 195897 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219000 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 31 clusters Score -1.94734e+08 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2081 members 
Mstep: Class 3 contains 188113 members 
Mstep: Class 4 contains 9117 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200887 members 
Mstep: Class 7 contains 75920 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 46829 members 
Mstep: Class 11 contains 7111 members 
Mstep: Class 12 contains 104317 members 
Mstep: Class 13 contains 78677 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 82484 members 
Mstep: Class 16 contains 92475 members 
Mstep: Class 17 contains 138782 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 11375 members 
Mstep: Class 20 contains 21865 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79809 members 
Mstep: Class 24 contains 28033 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 195801 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219005 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 31 clusters Score -1.947347e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 187844 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200856 members 
Mstep: Class 7 contains 75817 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 46775 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 105393 members 
Mstep: Class 13 contains 78505 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 82295 members 
Mstep: Class 16 contains 92314 members 
Mstep: Class 17 contains 138586 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 11352 members 
Mstep: Class 20 contains 21815 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79947 members 
Mstep: Class 24 contains 28136 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6710 members 
Mstep: Class 28 contains 195689 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219044 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 31 clusters Score -1.947346e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 187552 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200858 members 
Mstep: Class 7 contains 75700 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 46706 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 106555 members 
Mstep: Class 13 contains 78323 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 82078 members 
Mstep: Class 16 contains 92160 members 
Mstep: Class 17 contains 138395 members 
Mstep: Class 18 contains 2681 members 
Mstep: Class 19 contains 11349 members 
Mstep: Class 20 contains 21783 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80088 members 
Mstep: Class 24 contains 28232 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 195581 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 31 clusters Score -1.94735e+08 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 187252 members 
Mstep: Class 4 contains 9076 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200817 members 
Mstep: Class 7 contains 75576 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 46626 members 
Mstep: Class 11 contains 7138 members 
Mstep: Class 12 contains 107690 members 
Mstep: Class 13 contains 78171 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 81867 members 
Mstep: Class 16 contains 92007 members 
Mstep: Class 17 contains 138205 members 
Mstep: Class 18 contains 2680 members 
Mstep: Class 19 contains 11348 members 
Mstep: Class 20 contains 21741 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80219 members 
Mstep: Class 24 contains 28334 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 195475 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 31 clusters Score -1.947346e+08 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 186971 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200835 members 
Mstep: Class 7 contains 75481 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 46557 members 
Mstep: Class 11 contains 7144 members 
Mstep: Class 12 contains 108820 members 
Mstep: Class 13 contains 78056 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 81643 members 
Mstep: Class 16 contains 91853 members 
Mstep: Class 17 contains 137932 members 
Mstep: Class 18 contains 2678 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 21710 members 
Mstep: Class 21 contains 1276 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80345 members 
Mstep: Class 24 contains 28446 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 195342 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 219033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 31 clusters Score -1.947353e+08 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 186780 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200802 members 
Mstep: Class 7 contains 75375 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 46469 members 
Mstep: Class 11 contains 7145 members 
Mstep: Class 12 contains 110064 members 
Mstep: Class 13 contains 77917 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 81447 members 
Mstep: Class 16 contains 91660 members 
Mstep: Class 17 contains 137676 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 11341 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 1274 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80450 members 
Mstep: Class 24 contains 28536 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6713 members 
Mstep: Class 28 contains 195215 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 31 clusters Score -1.947355e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2085 members 
Mstep: Class 3 contains 186520 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200761 members 
Mstep: Class 7 contains 75277 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3061 members 
Mstep: Class 10 contains 46374 members 
Mstep: Class 11 contains 7156 members 
Mstep: Class 12 contains 111364 members 
Mstep: Class 13 contains 77767 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 81235 members 
Mstep: Class 16 contains 91502 members 
Mstep: Class 17 contains 137445 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80542 members 
Mstep: Class 24 contains 28619 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 195123 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 31 clusters Score -1.947356e+08 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 186305 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200725 members 
Mstep: Class 7 contains 75168 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 46277 members 
Mstep: Class 11 contains 7157 members 
Mstep: Class 12 contains 112668 members 
Mstep: Class 13 contains 77623 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 81025 members 
Mstep: Class 16 contains 91352 members 
Mstep: Class 17 contains 137193 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 11334 members 
Mstep: Class 20 contains 21621 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80656 members 
Mstep: Class 24 contains 28736 members 
Mstep: Class 25 contains 990 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6718 members 
Mstep: Class 28 contains 194990 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218700 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 31 clusters Score -1.947361e+08 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 186039 members 
Mstep: Class 4 contains 9000 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200670 members 
Mstep: Class 7 contains 75044 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 46184 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 114010 members 
Mstep: Class 13 contains 77487 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 80796 members 
Mstep: Class 16 contains 91208 members 
Mstep: Class 17 contains 136950 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 11334 members 
Mstep: Class 20 contains 21590 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80781 members 
Mstep: Class 24 contains 28825 members 
Mstep: Class 25 contains 991 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6720 members 
Mstep: Class 28 contains 194873 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218583 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 31 clusters Score -1.947368e+08 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 185809 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 200618 members 
Mstep: Class 7 contains 74933 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 46105 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 115437 members 
Mstep: Class 13 contains 77330 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 80557 members 
Mstep: Class 16 contains 91050 members 
Mstep: Class 17 contains 136695 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 11332 members 
Mstep: Class 20 contains 21540 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80905 members 
Mstep: Class 24 contains 28911 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6718 members 
Mstep: Class 28 contains 194788 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218361 members 
Entering Unmasked Estep 
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Iteration 331Q: 31 clusters Score -1.947371e+08 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 185613 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 200563 members 
Mstep: Class 7 contains 74827 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3057 members 
Mstep: Class 10 contains 46015 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 116918 members 
Mstep: Class 13 contains 77164 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 80321 members 
Mstep: Class 16 contains 90885 members 
Mstep: Class 17 contains 136418 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 21496 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81048 members 
Mstep: Class 24 contains 28986 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 194720 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 218066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 31 clusters Score -1.947376e+08 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 185463 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200545 members 
Mstep: Class 7 contains 74724 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 45920 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 118498 members 
Mstep: Class 13 contains 77006 members 
Mstep: Class 14 contains 4464 members 
Mstep: Class 15 contains 80106 members 
Mstep: Class 16 contains 90683 members 
Mstep: Class 17 contains 136155 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 21469 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81197 members 
Mstep: Class 24 contains 29038 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6715 members 
Mstep: Class 28 contains 194684 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 217564 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 31 clusters Score -1.947376e+08 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 185300 members 
Mstep: Class 4 contains 8989 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200502 members 
Mstep: Class 7 contains 74619 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 45827 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 120046 members 
Mstep: Class 13 contains 76831 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 79895 members 
Mstep: Class 16 contains 90491 members 
Mstep: Class 17 contains 135901 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 21437 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81364 members 
Mstep: Class 24 contains 29104 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6709 members 
Mstep: Class 28 contains 194624 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 217116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 31 clusters Score -1.947377e+08 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 185105 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200453 members 
Mstep: Class 7 contains 74537 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 45729 members 
Mstep: Class 11 contains 7184 members 
Mstep: Class 12 contains 121575 members 
Mstep: Class 13 contains 76659 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 79696 members 
Mstep: Class 16 contains 90285 members 
Mstep: Class 17 contains 135641 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 21421 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81561 members 
Mstep: Class 24 contains 29177 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6703 members 
Mstep: Class 28 contains 194579 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 216632 members 
Entering Unmasked Estep 
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Iteration 335Q: 31 clusters Score -1.947382e+08 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 184888 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200411 members 
Mstep: Class 7 contains 74434 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 45660 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 123148 members 
Mstep: Class 13 contains 76490 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 79488 members 
Mstep: Class 16 contains 90128 members 
Mstep: Class 17 contains 135350 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 21410 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81719 members 
Mstep: Class 24 contains 29232 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6699 members 
Mstep: Class 28 contains 194538 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 216162 members 
Entering Unmasked Estep 
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Iteration 336Q: 31 clusters Score -1.947382e+08 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 184741 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200344 members 
Mstep: Class 7 contains 74346 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 45593 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 124691 members 
Mstep: Class 13 contains 76305 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 79294 members 
Mstep: Class 16 contains 89918 members 
Mstep: Class 17 contains 135040 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 11288 members 
Mstep: Class 20 contains 21415 members 
Mstep: Class 21 contains 1266 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81859 members 
Mstep: Class 24 contains 29289 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6698 members 
Mstep: Class 28 contains 194513 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 215706 members 
Entering Unmasked Estep 
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Iteration 337Q: 31 clusters Score -1.947376e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 184617 members 
Mstep: Class 4 contains 8955 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200302 members 
Mstep: Class 7 contains 74247 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 7186 members 
Mstep: Class 12 contains 126220 members 
Mstep: Class 13 contains 76125 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 79075 members 
Mstep: Class 16 contains 89677 members 
Mstep: Class 17 contains 134725 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 21428 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81997 members 
Mstep: Class 24 contains 29374 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6695 members 
Mstep: Class 28 contains 194475 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 215274 members 
Entering Unmasked Estep 
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Iteration 338Q: 31 clusters Score -1.947382e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2092 members 
Mstep: Class 3 contains 184420 members 
Mstep: Class 4 contains 8954 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200311 members 
Mstep: Class 7 contains 74135 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 45438 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 127746 members 
Mstep: Class 13 contains 75962 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 78864 members 
Mstep: Class 16 contains 89407 members 
Mstep: Class 17 contains 134422 members 
Mstep: Class 18 contains 2646 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82123 members 
Mstep: Class 24 contains 29446 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6691 members 
Mstep: Class 28 contains 194438 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 214894 members 
Entering Unmasked Estep 
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Iteration 339Q: 31 clusters Score -1.947383e+08 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 184209 members 
Mstep: Class 4 contains 8942 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200344 members 
Mstep: Class 7 contains 74001 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 45347 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 129324 members 
Mstep: Class 13 contains 75779 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 78674 members 
Mstep: Class 16 contains 89101 members 
Mstep: Class 17 contains 134096 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11304 members 
Mstep: Class 20 contains 21452 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82258 members 
Mstep: Class 24 contains 29530 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 194394 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 214534 members 
Entering Unmasked Estep 
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Iteration 340F: 31 clusters Score -1.947392e+08 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 3 contains 183993 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200390 members 
Mstep: Class 7 contains 73848 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 45280 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 130950 members 
Mstep: Class 13 contains 75608 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 78476 members 
Mstep: Class 16 contains 88798 members 
Mstep: Class 17 contains 133736 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11302 members 
Mstep: Class 20 contains 21448 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82404 members 
Mstep: Class 24 contains 29598 members 
Mstep: Class 25 contains 992 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 194346 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 214158 members 
Entering Unmasked Estep 
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Iteration 341Q: 31 clusters Score -1.947392e+08 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2093 members 
Mstep: Class 3 contains 183789 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200426 members 
Mstep: Class 7 contains 73708 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 11 contains 7182 members 
Mstep: Class 12 contains 132694 members 
Mstep: Class 13 contains 75405 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 78252 members 
Mstep: Class 16 contains 88495 members 
Mstep: Class 17 contains 133409 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 11305 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82560 members 
Mstep: Class 24 contains 29661 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 194317 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 213684 members 
Entering Unmasked Estep 
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Iteration 342Q: 31 clusters Score -1.947393e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 3 contains 183681 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200429 members 
Mstep: Class 7 contains 73572 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 45091 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 134462 members 
Mstep: Class 13 contains 75183 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 78011 members 
Mstep: Class 16 contains 88215 members 
Mstep: Class 17 contains 133046 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11301 members 
Mstep: Class 20 contains 21429 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82712 members 
Mstep: Class 24 contains 29734 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 194303 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 213178 members 
Entering Unmasked Estep 
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Iteration 343Q: 31 clusters Score -1.947405e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2097 members 
Mstep: Class 3 contains 183651 members 
Mstep: Class 4 contains 8872 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200437 members 
Mstep: Class 7 contains 73424 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 44976 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 136192 members 
Mstep: Class 13 contains 74980 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 77811 members 
Mstep: Class 16 contains 87935 members 
Mstep: Class 17 contains 132623 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 21428 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82889 members 
Mstep: Class 24 contains 29804 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 194283 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 212608 members 
Entering Unmasked Estep 
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Iteration 344Q: 31 clusters Score -1.947408e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 183669 members 
Mstep: Class 4 contains 8849 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200456 members 
Mstep: Class 7 contains 73280 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 44876 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 137888 members 
Mstep: Class 13 contains 74758 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 77568 members 
Mstep: Class 16 contains 87646 members 
Mstep: Class 17 contains 132202 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 21445 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83065 members 
Mstep: Class 24 contains 29885 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 194213 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 212095 members 
Entering Unmasked Estep 
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Iteration 345Q: 31 clusters Score -1.947414e+08 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 183696 members 
Mstep: Class 4 contains 8834 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200460 members 
Mstep: Class 7 contains 73140 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 44770 members 
Mstep: Class 11 contains 7179 members 
Mstep: Class 12 contains 139658 members 
Mstep: Class 13 contains 74519 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 77354 members 
Mstep: Class 16 contains 87362 members 
Mstep: Class 17 contains 131759 members 
Mstep: Class 18 contains 2633 members 
Mstep: Class 19 contains 11298 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83229 members 
Mstep: Class 24 contains 29983 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 194110 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 211565 members 
Entering Unmasked Estep 
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Iteration 346Q: 31 clusters Score -1.947418e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 183836 members 
Mstep: Class 4 contains 8819 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200375 members 
Mstep: Class 7 contains 72974 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 141444 members 
Mstep: Class 13 contains 74298 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 77134 members 
Mstep: Class 16 contains 87093 members 
Mstep: Class 17 contains 131301 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 21439 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83386 members 
Mstep: Class 24 contains 30096 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 194043 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 210944 members 
Entering Unmasked Estep 
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Iteration 347Q: 31 clusters Score -1.947427e+08 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 183999 members 
Mstep: Class 4 contains 8807 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200266 members 
Mstep: Class 7 contains 72832 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 44596 members 
Mstep: Class 11 contains 7169 members 
Mstep: Class 12 contains 143279 members 
Mstep: Class 13 contains 74069 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 76909 members 
Mstep: Class 16 contains 86807 members 
Mstep: Class 17 contains 130858 members 
Mstep: Class 18 contains 2628 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 21451 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83544 members 
Mstep: Class 24 contains 30208 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6692 members 
Mstep: Class 28 contains 193955 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 210256 members 
Entering Unmasked Estep 
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Iteration 348Q: 31 clusters Score -1.947434e+08 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 184067 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200277 members 
Mstep: Class 7 contains 72690 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 7160 members 
Mstep: Class 12 contains 145126 members 
Mstep: Class 13 contains 73811 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 76700 members 
Mstep: Class 16 contains 86484 members 
Mstep: Class 17 contains 130401 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 11269 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83716 members 
Mstep: Class 24 contains 30319 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 193886 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 209590 members 
Entering Unmasked Estep 
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Iteration 349Q: 31 clusters Score -1.947438e+08 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 184180 members 
Mstep: Class 4 contains 8772 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 200219 members 
Mstep: Class 7 contains 72533 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 44414 members 
Mstep: Class 11 contains 7154 members 
Mstep: Class 12 contains 146937 members 
Mstep: Class 13 contains 73551 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 76489 members 
Mstep: Class 16 contains 86206 members 
Mstep: Class 17 contains 129929 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83899 members 
Mstep: Class 24 contains 30428 members 
Mstep: Class 25 contains 994 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 193817 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 208962 members 
Entering Unmasked Estep 
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Iteration 350Q: 31 clusters Score -1.947442e+08 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 184334 members 
Mstep: Class 4 contains 8744 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 200209 members 
Mstep: Class 7 contains 72391 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 44308 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 148795 members 
Mstep: Class 13 contains 73279 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 76289 members 
Mstep: Class 16 contains 85930 members 
Mstep: Class 17 contains 129464 members 
Mstep: Class 18 contains 2622 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 21438 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84069 members 
Mstep: Class 24 contains 30529 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 193742 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 208239 members 
Entering Unmasked Estep 
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Iteration 351Q: 31 clusters Score -1.947448e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 184456 members 
Mstep: Class 4 contains 8733 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 200091 members 
Mstep: Class 7 contains 72244 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 44197 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 150663 members 
Mstep: Class 13 contains 73002 members 
Mstep: Class 14 contains 4949 members 
Mstep: Class 15 contains 76068 members 
Mstep: Class 16 contains 85652 members 
Mstep: Class 17 contains 128982 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 21417 members 
Mstep: Class 21 contains 1262 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84269 members 
Mstep: Class 24 contains 30618 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6662 members 
Mstep: Class 28 contains 193725 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 207633 members 
Entering Unmasked Estep 
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Iteration 352Q: 31 clusters Score -1.947454e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 184563 members 
Mstep: Class 4 contains 8708 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199877 members 
Mstep: Class 7 contains 72108 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 44099 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 152537 members 
Mstep: Class 13 contains 72721 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 75854 members 
Mstep: Class 16 contains 85391 members 
Mstep: Class 17 contains 128491 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 11260 members 
Mstep: Class 20 contains 21421 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84427 members 
Mstep: Class 24 contains 30702 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 193716 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 207131 members 
Entering Unmasked Estep 
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Iteration 353Q: 31 clusters Score -1.947455e+08 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 184625 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199732 members 
Mstep: Class 7 contains 71959 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 43995 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 154362 members 
Mstep: Class 13 contains 72430 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 75647 members 
Mstep: Class 16 contains 85142 members 
Mstep: Class 17 contains 128017 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 21408 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84574 members 
Mstep: Class 24 contains 30783 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 193686 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 206656 members 
Entering Unmasked Estep 
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Iteration 354Q: 31 clusters Score -1.947462e+08 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 184676 members 
Mstep: Class 4 contains 8690 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199604 members 
Mstep: Class 7 contains 71809 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 43884 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 156253 members 
Mstep: Class 13 contains 72157 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 75437 members 
Mstep: Class 16 contains 84889 members 
Mstep: Class 17 contains 127480 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 11265 members 
Mstep: Class 20 contains 21397 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84749 members 
Mstep: Class 24 contains 30900 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 193633 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 206127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747088.000000 Penalty: 106339.234375
Iteration 355Q: 31 clusters Score -1.947471e+08 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 184760 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 199524 members 
Mstep: Class 7 contains 71687 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 43745 members 
Mstep: Class 11 contains 7106 members 
Mstep: Class 12 contains 158095 members 
Mstep: Class 13 contains 71941 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 75208 members 
Mstep: Class 16 contains 84635 members 
Mstep: Class 17 contains 126953 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 21389 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84956 members 
Mstep: Class 24 contains 31011 members 
Mstep: Class 25 contains 995 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 193508 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747888.000000 Penalty: 106339.234375
Iteration 356Q: 31 clusters Score -1.947479e+08 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 184777 members 
Mstep: Class 4 contains 8657 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 199427 members 
Mstep: Class 7 contains 71521 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 43648 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 159964 members 
Mstep: Class 13 contains 71696 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 74966 members 
Mstep: Class 16 contains 84357 members 
Mstep: Class 17 contains 126456 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 21379 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85171 members 
Mstep: Class 24 contains 31124 members 
Mstep: Class 25 contains 996 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 193397 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747504.000000 Penalty: 106339.234375
Iteration 357Q: 31 clusters Score -1.947475e+08 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 184936 members 
Mstep: Class 4 contains 8631 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 199243 members 
Mstep: Class 7 contains 71369 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 43538 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 161842 members 
Mstep: Class 13 contains 71461 members 
Mstep: Class 14 contains 5148 members 
Mstep: Class 15 contains 74729 members 
Mstep: Class 16 contains 84056 members 
Mstep: Class 17 contains 125934 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 21362 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85401 members 
Mstep: Class 24 contains 31245 members 
Mstep: Class 25 contains 997 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 193268 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748592.000000 Penalty: 106339.234375
Iteration 358Q: 31 clusters Score -1.947486e+08 nChanged 7869
Entering ConstructFrom: 
Score: -194748592.000000 Penalty: 106339.234375
Entering ConstructFrom: 
Trying to split cluster 1 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -728443.562500 Penalty: 2155.737549
	Iteration 0F: 2 clusters Score -728443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -723280.812500 Penalty: 4311.475098
	Iteration 0F: 3 clusters Score -723280.8 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -724565.937500 Penalty: 4311.475098
	Iteration 1F: 3 clusters Score -724565.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -724916.437500 Penalty: 4311.475098
	Iteration 2F: 3 clusters Score -724916.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -725188.000000 Penalty: 4311.475098
	Iteration 3F: 3 clusters Score -725188 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -725387.500000 Penalty: 4311.475098
	Iteration 4F: 3 clusters Score -725387.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -725569.687500 Penalty: 4311.475098
	Iteration 5Q: 3 clusters Score -725569.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -725730.000000 Penalty: 4311.475098
	Iteration 6Q: 3 clusters Score -725730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -725873.375000 Penalty: 4311.475098
	Iteration 7Q: 3 clusters Score -725873.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -725991.437500 Penalty: 4311.475098
	Iteration 8Q: 3 clusters Score -725991.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -726086.437500 Penalty: 4311.475098
	Iteration 9Q: 3 clusters Score -726086.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -726164.625000 Penalty: 4311.475098
	Iteration 10Q: 3 clusters Score -726164.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -726230.375000 Penalty: 4311.475098
	Iteration 11Q: 3 clusters Score -726230.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -726290.750000 Penalty: 4311.475098
	Iteration 12Q: 3 clusters Score -726290.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -726348.375000 Penalty: 4311.475098
	Iteration 13Q: 3 clusters Score -726348.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -726398.500000 Penalty: 4311.475098
	Iteration 14Q: 3 clusters Score -726398.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -726445.187500 Penalty: 4311.475098
	Iteration 15Q: 3 clusters Score -726445.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -726486.000000 Penalty: 4311.475098
	Iteration 16Q: 3 clusters Score -726486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -726521.125000 Penalty: 4311.475098
	Iteration 17Q: 3 clusters Score -726521.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -726549.312500 Penalty: 4311.475098
	Iteration 18Q: 3 clusters Score -726549.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -726571.062500 Penalty: 4311.475098
	Iteration 19Q: 3 clusters Score -726571.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -726592.500000 Penalty: 4311.475098
	Iteration 20F: 3 clusters Score -726592.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -726607.250000 Penalty: 4311.475098
	Iteration 21Q: 3 clusters Score -726607.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -726623.437500 Penalty: 4311.475098
	Iteration 22Q: 3 clusters Score -726623.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -726636.875000 Penalty: 4311.475098
	Iteration 23Q: 3 clusters Score -726636.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -726647.062500 Penalty: 4311.475098
	Iteration 24Q: 3 clusters Score -726647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -726652.437500 Penalty: 4311.475098
	Iteration 25Q: 3 clusters Score -726652.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -726657.312500 Penalty: 4311.475098
	Iteration 26Q: 3 clusters Score -726657.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -726664.437500 Penalty: 4311.475098
	Iteration 27Q: 3 clusters Score -726664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -726668.125000 Penalty: 4311.475098
	Iteration 28Q: 3 clusters Score -726668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -726670.000000 Penalty: 4311.475098
	Iteration 29Q: 3 clusters Score -726670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -726672.375000 Penalty: 4311.475098
	Iteration 30Q: 3 clusters Score -726672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -726674.625000 Penalty: 4311.475098
	Iteration 31Q: 3 clusters Score -726674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -726674.375000 Penalty: 4311.475098
	Iteration 32Q: 3 clusters Score -726674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -726674.500000 Penalty: 4311.475098
	Iteration 33Q: 3 clusters Score -726674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -726675.125000 Penalty: 4311.475098
	Iteration 34Q: 3 clusters Score -726675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -726677.812500 Penalty: 4311.475098
	Iteration 35Q: 3 clusters Score -726677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -726679.062500 Penalty: 4311.475098
	Iteration 36Q: 3 clusters Score -726679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -726681.250000 Penalty: 4311.475098
	Iteration 37Q: 3 clusters Score -726681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -726683.375000 Penalty: 4311.475098
	Iteration 38Q: 3 clusters Score -726683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -726683.750000 Penalty: 4311.475098
	Iteration 39Q: 3 clusters Score -726683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -726683.750000 Penalty: 4311.475098
	Iteration 40F: 3 clusters Score -726683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -267968.937500 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -267968.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265244.062500 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -265244.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -265723.687500 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -265723.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -265826.968750 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -265827 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -265881.062500 Penalty: 3796.603760
	Iteration 3Q: 3 clusters Score -265881.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -265904.375000 Penalty: 3796.603760
	Iteration 4Q: 3 clusters Score -265904.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -265919.906250 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -265919.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -265934.656250 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -265934.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -265956.000000 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -265956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -265966.031250 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -265966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -265974.281250 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -265974.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -265981.093750 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -265981.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -265985.687500 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -265985.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265990.968750 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -265991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -265995.406250 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -265995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -265999.531250 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -265999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -266001.375000 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -266001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -266003.812500 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -266003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -266006.031250 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -266006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -266008.531250 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -266008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -266011.625000 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -266011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -266014.156250 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -266014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266016.281250 Penalty: 3796.603760
	Iteration 21Q: 3 clusters Score -266016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -266019.343750 Penalty: 3796.603760
	Iteration 22Q: 3 clusters Score -266019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -266021.718750 Penalty: 3796.603760
	Iteration 23Q: 3 clusters Score -266021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -266022.812500 Penalty: 3796.603760
	Iteration 24Q: 3 clusters Score -266022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266024.937500 Penalty: 3796.603760
	Iteration 25Q: 3 clusters Score -266024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -266028.125000 Penalty: 3796.603760
	Iteration 26Q: 3 clusters Score -266028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -266029.281250 Penalty: 3796.603760
	Iteration 27Q: 3 clusters Score -266029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -266029.281250 Penalty: 3796.603760
	Iteration 28F: 3 clusters Score -266029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (185119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Entering Unmasked Estep 
Score: -22895530.000000 Penalty: 3007.930908
	Iteration 0F: 2 clusters Score -2.289553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
Score: -22774812.000000 Penalty: 6015.861816
	Iteration 0F: 3 clusters Score -2.277481e+07 nChanged 88889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 93833 members 
Entering Unmasked Estep 
Score: -22827598.000000 Penalty: 6015.861816
	Iteration 1F: 3 clusters Score -2.28276e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -22828426.000000 Penalty: 6015.861816
	Iteration 2Q: 3 clusters Score -2.282843e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -22829228.000000 Penalty: 6015.861816
	Iteration 3Q: 3 clusters Score -2.282923e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -22830088.000000 Penalty: 6015.861816
	Iteration 4Q: 3 clusters Score -2.283009e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84738 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -22831136.000000 Penalty: 6015.861816
	Iteration 5Q: 3 clusters Score -2.283114e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -22832812.000000 Penalty: 6015.861816
	Iteration 6Q: 3 clusters Score -2.283281e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -22835096.000000 Penalty: 6015.861816
	Iteration 7Q: 3 clusters Score -2.28351e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 116764 members 
Entering Unmasked Estep 
Score: -22838960.000000 Penalty: 6015.861816
	Iteration 8Q: 3 clusters Score -2.283896e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 126842 members 
Entering Unmasked Estep 
Score: -22845034.000000 Penalty: 6015.861816
	Iteration 9F: 3 clusters Score -2.284503e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -22854644.000000 Penalty: 6015.861816
	Iteration 10F: 3 clusters Score -2.285464e+07 nChanged 13796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -22866614.000000 Penalty: 6015.861816
	Iteration 11F: 3 clusters Score -2.286661e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 165859 members 
Entering Unmasked Estep 
Score: -22877974.000000 Penalty: 6015.861816
	Iteration 12F: 3 clusters Score -2.287797e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 176184 members 
Entering Unmasked Estep 
Score: -22886644.000000 Penalty: 6015.861816
	Iteration 13F: 3 clusters Score -2.288664e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 182051 members 
Entering Unmasked Estep 
Score: -22891020.000000 Penalty: 6015.861816
	Iteration 14Q: 3 clusters Score -2.289102e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 184219 members 
Entering Unmasked Estep 
Score: -22892242.000000 Penalty: 6015.861816
	Iteration 15Q: 3 clusters Score -2.289224e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 184745 members 
Entering Unmasked Estep 
Score: -22892618.000000 Penalty: 6015.861816
	Iteration 16Q: 3 clusters Score -2.289262e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 184863 members 
Entering Unmasked Estep 
Score: -22892720.000000 Penalty: 6015.861816
	Iteration 17Q: 3 clusters Score -2.289272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -22892786.000000 Penalty: 6015.861816
	Iteration 18Q: 3 clusters Score -2.289279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 184920 members 
Entering Unmasked Estep 
Score: -22892812.000000 Penalty: 6015.861816
	Iteration 19Q: 3 clusters Score -2.289281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -22892822.000000 Penalty: 6015.861816
	Iteration 20F: 3 clusters Score -2.289282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 184925 members 
Entering Unmasked Estep 
Score: -22892832.000000 Penalty: 6015.861816
	Iteration 21Q: 3 clusters Score -2.289283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 184928 members 
Entering Unmasked Estep 
Score: -22892844.000000 Penalty: 6015.861816
	Iteration 22Q: 3 clusters Score -2.289284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -22892842.000000 Penalty: 6015.861816
	Iteration 23Q: 3 clusters Score -2.289284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -22892842.000000 Penalty: 6015.861816
	Iteration 24F: 3 clusters Score -2.289284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -977954.125000 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -977954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -971101.437500 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -971101.4 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -973015.062500 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -973015.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -973282.000000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -973282 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -973457.375000 Penalty: 4493.578613
	Iteration 3Q: 3 clusters Score -973457.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -973605.312500 Penalty: 4493.578613
	Iteration 4Q: 3 clusters Score -973605.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -973740.625000 Penalty: 4493.578613
	Iteration 5Q: 3 clusters Score -973740.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -973882.312500 Penalty: 4493.578613
	Iteration 6Q: 3 clusters Score -973882.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -974042.437500 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -974042.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -974194.687500 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -974194.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -974355.187500 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -974355.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -974538.187500 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -974538.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -974733.312500 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -974733.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -974960.312500 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -974960.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -975151.562500 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -975151.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -975324.687500 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -975324.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -975499.062500 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -975499.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -975685.937500 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -975685.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -975879.250000 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -975879.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -976084.000000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -976084 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -976269.187500 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -976269.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -976407.187500 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -976407.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -976537.812500 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -976537.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -976641.812500 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -976641.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -976725.125000 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -976725.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -976778.250000 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -976778.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -976812.812500 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -976812.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -976840.937500 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -976840.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -976863.875000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -976863.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -976887.500000 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -976887.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -976902.000000 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -976902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -976912.250000 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -976912.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -976923.750000 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -976923.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -976932.250000 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -976932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -976938.187500 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -976938.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -976945.625000 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -976945.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -976952.375000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -976952.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -976963.562500 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -976963.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -976968.625000 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -976968.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -976975.562500 Penalty: 4493.578613
	Iteration 38Q: 3 clusters Score -976975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -976982.625000 Penalty: 4493.578613
	Iteration 39Q: 3 clusters Score -976982.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -976992.687500 Penalty: 4493.578613
	Iteration 40F: 3 clusters Score -976992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -976994.250000 Penalty: 4493.578613
	Iteration 41Q: 3 clusters Score -976994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -976998.437500 Penalty: 4493.578613
	Iteration 42Q: 3 clusters Score -976998.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -977002.187500 Penalty: 4493.578613
	Iteration 43Q: 3 clusters Score -977002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -977005.125000 Penalty: 4493.578613
	Iteration 44Q: 3 clusters Score -977005.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -977007.500000 Penalty: 4493.578613
	Iteration 45Q: 3 clusters Score -977007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -977009.250000 Penalty: 4493.578613
	Iteration 46Q: 3 clusters Score -977009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -977010.437500 Penalty: 4493.578613
	Iteration 47Q: 3 clusters Score -977010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -977012.062500 Penalty: 4493.578613
	Iteration 48Q: 3 clusters Score -977012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -977013.187500 Penalty: 4493.578613
	Iteration 49Q: 3 clusters Score -977013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -977012.937500 Penalty: 4493.578613
	Iteration 50Q: 3 clusters Score -977012.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -977012.937500 Penalty: 4493.578613
	Iteration 51F: 3 clusters Score -977012.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -86027.101562 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -86027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84287.789062 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -84287.79 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84489.039062 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -84489.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84559.710938 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -84559.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84602.453125 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -84602.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84627.039062 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -84627.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84644.765625 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -84644.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84650.070312 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -84650.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84654.015625 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -84654.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84656.421875 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -84656.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84659.820312 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -84659.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84661.281250 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -84661.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84661.281250 Penalty: 3285.536377
	Iteration 11F: 3 clusters Score -84661.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199062 members 
Entering Unmasked Estep 
Score: -24631336.000000 Penalty: 3025.939941
	Iteration 0F: 2 clusters Score -2.463134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -24506938.000000 Penalty: 6051.879883
	Iteration 0F: 3 clusters Score -2.450694e+07 nChanged 95357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -24562034.000000 Penalty: 6051.879883
	Iteration 1F: 3 clusters Score -2.456203e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98914 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -24562910.000000 Penalty: 6051.879883
	Iteration 2Q: 3 clusters Score -2.456291e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 100798 members 
Entering Unmasked Estep 
Score: -24563782.000000 Penalty: 6051.879883
	Iteration 3Q: 3 clusters Score -2.456378e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 101813 members 
Entering Unmasked Estep 
Score: -24564828.000000 Penalty: 6051.879883
	Iteration 4Q: 3 clusters Score -2.456483e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 103457 members 
Entering Unmasked Estep 
Score: -24566110.000000 Penalty: 6051.879883
	Iteration 5Q: 3 clusters Score -2.456611e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93011 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -24567618.000000 Penalty: 6051.879883
	Iteration 6Q: 3 clusters Score -2.456762e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -24569576.000000 Penalty: 6051.879883
	Iteration 7Q: 3 clusters Score -2.456958e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 115072 members 
Entering Unmasked Estep 
Score: -24572778.000000 Penalty: 6051.879883
	Iteration 8Q: 3 clusters Score -2.457278e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 122200 members 
Entering Unmasked Estep 
Score: -24577452.000000 Penalty: 6051.879883
	Iteration 9Q: 3 clusters Score -2.457745e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -24584168.000000 Penalty: 6051.879883
	Iteration 10F: 3 clusters Score -2.458417e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 140640 members 
Entering Unmasked Estep 
Score: -24592402.000000 Penalty: 6051.879883
	Iteration 11F: 3 clusters Score -2.45924e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -24600684.000000 Penalty: 6051.879883
	Iteration 12F: 3 clusters Score -2.460068e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 157888 members 
Entering Unmasked Estep 
Score: -24607574.000000 Penalty: 6051.879883
	Iteration 13Q: 3 clusters Score -2.460757e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -24612366.000000 Penalty: 6051.879883
	Iteration 14Q: 3 clusters Score -2.461237e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 170226 members 
Entering Unmasked Estep 
Score: -24615132.000000 Penalty: 6051.879883
	Iteration 15Q: 3 clusters Score -2.461513e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 175442 members 
Entering Unmasked Estep 
Score: -24617438.000000 Penalty: 6051.879883
	Iteration 16Q: 3 clusters Score -2.461744e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 180190 members 
Entering Unmasked Estep 
Score: -24619490.000000 Penalty: 6051.879883
	Iteration 17Q: 3 clusters Score -2.461949e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 184454 members 
Entering Unmasked Estep 
Score: -24621280.000000 Penalty: 6051.879883
	Iteration 18Q: 3 clusters Score -2.462128e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 188194 members 
Entering Unmasked Estep 
Score: -24622986.000000 Penalty: 6051.879883
	Iteration 19Q: 3 clusters Score -2.462299e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 191441 members 
Entering Unmasked Estep 
Score: -24624616.000000 Penalty: 6051.879883
	Iteration 20F: 3 clusters Score -2.462462e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 193930 members 
Entering Unmasked Estep 
Score: -24625890.000000 Penalty: 6051.879883
	Iteration 21Q: 3 clusters Score -2.462589e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 195817 members 
Entering Unmasked Estep 
Score: -24626936.000000 Penalty: 6051.879883
	Iteration 22Q: 3 clusters Score -2.462694e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 197030 members 
Entering Unmasked Estep 
Score: -24627600.000000 Penalty: 6051.879883
	Iteration 23Q: 3 clusters Score -2.46276e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 197708 members 
Entering Unmasked Estep 
Score: -24628020.000000 Penalty: 6051.879883
	Iteration 24Q: 3 clusters Score -2.462802e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 198079 members 
Entering Unmasked Estep 
Score: -24628314.000000 Penalty: 6051.879883
	Iteration 25Q: 3 clusters Score -2.462831e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 198260 members 
Entering Unmasked Estep 
Score: -24628480.000000 Penalty: 6051.879883
	Iteration 26Q: 3 clusters Score -2.462848e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 198367 members 
Entering Unmasked Estep 
Score: -24628560.000000 Penalty: 6051.879883
	Iteration 27Q: 3 clusters Score -2.462856e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 198435 members 
Entering Unmasked Estep 
Score: -24628614.000000 Penalty: 6051.879883
	Iteration 28Q: 3 clusters Score -2.462861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 198488 members 
Entering Unmasked Estep 
Score: -24628644.000000 Penalty: 6051.879883
	Iteration 29Q: 3 clusters Score -2.462864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 198519 members 
Entering Unmasked Estep 
Score: -24628690.000000 Penalty: 6051.879883
	Iteration 30Q: 3 clusters Score -2.462869e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 198539 members 
Entering Unmasked Estep 
Score: -24628686.000000 Penalty: 6051.879883
	Iteration 31Q: 3 clusters Score -2.462869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 198556 members 
Entering Unmasked Estep 
Score: -24628746.000000 Penalty: 6051.879883
	Iteration 32Q: 3 clusters Score -2.462875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 198569 members 
Entering Unmasked Estep 
Score: -24628740.000000 Penalty: 6051.879883
	Iteration 33Q: 3 clusters Score -2.462874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 198576 members 
Entering Unmasked Estep 
Score: -24628758.000000 Penalty: 6051.879883
	Iteration 34Q: 3 clusters Score -2.462876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 198584 members 
Entering Unmasked Estep 
Score: -24628778.000000 Penalty: 6051.879883
	Iteration 35Q: 3 clusters Score -2.462878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 198587 members 
Entering Unmasked Estep 
Score: -24628770.000000 Penalty: 6051.879883
	Iteration 36Q: 3 clusters Score -2.462877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 198588 members 
Entering Unmasked Estep 
Score: -24628774.000000 Penalty: 6051.879883
	Iteration 37Q: 3 clusters Score -2.462877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 198590 members 
Entering Unmasked Estep 
Score: -24628754.000000 Penalty: 6051.879883
	Iteration 38Q: 3 clusters Score -2.462875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 198591 members 
Entering Unmasked Estep 
Score: -24628754.000000 Penalty: 6051.879883
	Iteration 39Q: 3 clusters Score -2.462875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 198590 members 
Entering Unmasked Estep 
Score: -24628770.000000 Penalty: 6051.879883
	Iteration 40F: 3 clusters Score -2.462877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Entering Unmasked Estep 
Score: -8863302.000000 Penalty: 2771.000244
	Iteration 0F: 2 clusters Score -8863302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -8815711.000000 Penalty: 5542.000488
	Iteration 0F: 3 clusters Score -8815711 nChanged 33233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8834666.000000 Penalty: 5542.000488
	Iteration 1F: 3 clusters Score -8834666 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -8835534.000000 Penalty: 5542.000488
	Iteration 2Q: 3 clusters Score -8835534 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -8836790.000000 Penalty: 5542.000488
	Iteration 3Q: 3 clusters Score -8836790 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -8838820.000000 Penalty: 5542.000488
	Iteration 4F: 3 clusters Score -8838820 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8842147.000000 Penalty: 5542.000488
	Iteration 5F: 3 clusters Score -8842147 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -8846935.000000 Penalty: 5542.000488
	Iteration 6F: 3 clusters Score -8846935 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -8852463.000000 Penalty: 5542.000488
	Iteration 7F: 3 clusters Score -8852463 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -8857040.000000 Penalty: 5542.000488
	Iteration 8F: 3 clusters Score -8857040 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -8859280.000000 Penalty: 5542.000488
	Iteration 9Q: 3 clusters Score -8859280 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63546 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -8860114.000000 Penalty: 5542.000488
	Iteration 10Q: 3 clusters Score -8860114 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -8860502.000000 Penalty: 5542.000488
	Iteration 11Q: 3 clusters Score -8860502 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -8860658.000000 Penalty: 5542.000488
	Iteration 12Q: 3 clusters Score -8860658 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -8860779.000000 Penalty: 5542.000488
	Iteration 13Q: 3 clusters Score -8860779 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -8860892.000000 Penalty: 5542.000488
	Iteration 14Q: 3 clusters Score -8860892 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65624 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8860933.000000 Penalty: 5542.000488
	Iteration 15Q: 3 clusters Score -8860933 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8861018.000000 Penalty: 5542.000488
	Iteration 16Q: 3 clusters Score -8861018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -8861049.000000 Penalty: 5542.000488
	Iteration 17Q: 3 clusters Score -8861049 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -8861133.000000 Penalty: 5542.000488
	Iteration 18Q: 3 clusters Score -8861133 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -8861214.000000 Penalty: 5542.000488
	Iteration 19Q: 3 clusters Score -8861214 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8861264.000000 Penalty: 5542.000488
	Iteration 20F: 3 clusters Score -8861264 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -8861309.000000 Penalty: 5542.000488
	Iteration 21Q: 3 clusters Score -8861309 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8861348.000000 Penalty: 5542.000488
	Iteration 22Q: 3 clusters Score -8861348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8861374.000000 Penalty: 5542.000488
	Iteration 23Q: 3 clusters Score -8861374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8861389.000000 Penalty: 5542.000488
	Iteration 24Q: 3 clusters Score -8861389 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8861396.000000 Penalty: 5542.000488
	Iteration 25Q: 3 clusters Score -8861396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8861426.000000 Penalty: 5542.000488
	Iteration 26Q: 3 clusters Score -8861426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -8861465.000000 Penalty: 5542.000488
	Iteration 27Q: 3 clusters Score -8861465 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8861445.000000 Penalty: 5542.000488
	Iteration 28Q: 3 clusters Score -8861445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8861450.000000 Penalty: 5542.000488
	Iteration 29Q: 3 clusters Score -8861450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8861473.000000 Penalty: 5542.000488
	Iteration 30Q: 3 clusters Score -8861473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8861502.000000 Penalty: 5542.000488
	Iteration 31Q: 3 clusters Score -8861502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8861508.000000 Penalty: 5542.000488
	Iteration 32Q: 3 clusters Score -8861508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8861502.000000 Penalty: 5542.000488
	Iteration 33Q: 3 clusters Score -8861502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8861525.000000 Penalty: 5542.000488
	Iteration 34Q: 3 clusters Score -8861525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8861549.000000 Penalty: 5542.000488
	Iteration 35Q: 3 clusters Score -8861549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8861557.000000 Penalty: 5542.000488
	Iteration 36Q: 3 clusters Score -8861557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68171 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -8861563.000000 Penalty: 5542.000488
	Iteration 37Q: 3 clusters Score -8861563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8861580.000000 Penalty: 5542.000488
	Iteration 38Q: 3 clusters Score -8861580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8861563.000000 Penalty: 5542.000488
	Iteration 39Q: 3 clusters Score -8861563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8861579.000000 Penalty: 5542.000488
	Iteration 40F: 3 clusters Score -8861579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8861588.000000 Penalty: 5542.000488
	Iteration 41Q: 3 clusters Score -8861588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8861595.000000 Penalty: 5542.000488
	Iteration 42Q: 3 clusters Score -8861595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8861597.000000 Penalty: 5542.000488
	Iteration 43Q: 3 clusters Score -8861597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8861599.000000 Penalty: 5542.000488
	Iteration 44Q: 3 clusters Score -8861599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8861597.000000 Penalty: 5542.000488
	Iteration 45Q: 3 clusters Score -8861597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8861601.000000 Penalty: 5542.000488
	Iteration 46Q: 3 clusters Score -8861601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8861604.000000 Penalty: 5542.000488
	Iteration 47Q: 3 clusters Score -8861604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8861601.000000 Penalty: 5542.000488
	Iteration 48Q: 3 clusters Score -8861601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8861618.000000 Penalty: 5542.000488
	Iteration 49Q: 3 clusters Score -8861618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8861611.000000 Penalty: 5542.000488
	Iteration 50Q: 3 clusters Score -8861611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8861617.000000 Penalty: 5542.000488
	Iteration 51Q: 3 clusters Score -8861617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8861617.000000 Penalty: 5542.000488
	Iteration 52Q: 3 clusters Score -8861617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8861625.000000 Penalty: 5542.000488
	Iteration 53Q: 3 clusters Score -8861625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8861636.000000 Penalty: 5542.000488
	Iteration 54Q: 3 clusters Score -8861636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8861637.000000 Penalty: 5542.000488
	Iteration 55Q: 3 clusters Score -8861637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68625 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8861647.000000 Penalty: 5542.000488
	Iteration 56Q: 3 clusters Score -8861647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8861633.000000 Penalty: 5542.000488
	Iteration 57Q: 3 clusters Score -8861633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8861645.000000 Penalty: 5542.000488
	Iteration 58Q: 3 clusters Score -8861645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8861646.000000 Penalty: 5542.000488
	Iteration 59Q: 3 clusters Score -8861646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8861646.000000 Penalty: 5542.000488
	Iteration 60F: 3 clusters Score -8861646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8861648.000000 Penalty: 5542.000488
	Iteration 61Q: 3 clusters Score -8861648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8861658.000000 Penalty: 5542.000488
	Iteration 62Q: 3 clusters Score -8861658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8861654.000000 Penalty: 5542.000488
	Iteration 63Q: 3 clusters Score -8861654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8861671.000000 Penalty: 5542.000488
	Iteration 64Q: 3 clusters Score -8861671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8861658.000000 Penalty: 5542.000488
	Iteration 65Q: 3 clusters Score -8861658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8861664.000000 Penalty: 5542.000488
	Iteration 66Q: 3 clusters Score -8861664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8861658.000000 Penalty: 5542.000488
	Iteration 67Q: 3 clusters Score -8861658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8861653.000000 Penalty: 5542.000488
	Iteration 68Q: 3 clusters Score -8861653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8861654.000000 Penalty: 5542.000488
	Iteration 69Q: 3 clusters Score -8861654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8861661.000000 Penalty: 5542.000488
	Iteration 70Q: 3 clusters Score -8861661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8861667.000000 Penalty: 5542.000488
	Iteration 71Q: 3 clusters Score -8861667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8861663.000000 Penalty: 5542.000488
	Iteration 72Q: 3 clusters Score -8861663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8861660.000000 Penalty: 5542.000488
	Iteration 73Q: 3 clusters Score -8861660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8861663.000000 Penalty: 5542.000488
	Iteration 74Q: 3 clusters Score -8861663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8861664.000000 Penalty: 5542.000488
	Iteration 75Q: 3 clusters Score -8861664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8861668.000000 Penalty: 5542.000488
	Iteration 76Q: 3 clusters Score -8861668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8861672.000000 Penalty: 5542.000488
	Iteration 77Q: 3 clusters Score -8861672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8861667.000000 Penalty: 5542.000488
	Iteration 78Q: 3 clusters Score -8861667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8861673.000000 Penalty: 5542.000488
	Iteration 79Q: 3 clusters Score -8861673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8861668.000000 Penalty: 5542.000488
	Iteration 80F: 3 clusters Score -8861668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8861677.000000 Penalty: 5542.000488
	Iteration 81Q: 3 clusters Score -8861677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8861679.000000 Penalty: 5542.000488
	Iteration 82Q: 3 clusters Score -8861679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8861671.000000 Penalty: 5542.000488
	Iteration 83Q: 3 clusters Score -8861671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8861668.000000 Penalty: 5542.000488
	Iteration 84Q: 3 clusters Score -8861668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8861673.000000 Penalty: 5542.000488
	Iteration 85Q: 3 clusters Score -8861673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8861670.000000 Penalty: 5542.000488
	Iteration 86Q: 3 clusters Score -8861670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8861666.000000 Penalty: 5542.000488
	Iteration 87Q: 3 clusters Score -8861666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8861671.000000 Penalty: 5542.000488
	Iteration 88Q: 3 clusters Score -8861671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8861664.000000 Penalty: 5542.000488
	Iteration 89Q: 3 clusters Score -8861664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8861675.000000 Penalty: 5542.000488
	Iteration 90Q: 3 clusters Score -8861675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68858 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8861684.000000 Penalty: 5542.000488
	Iteration 91Q: 3 clusters Score -8861684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8861674.000000 Penalty: 5542.000488
	Iteration 92Q: 3 clusters Score -8861674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8861670.000000 Penalty: 5542.000488
	Iteration 93Q: 3 clusters Score -8861670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8861665.000000 Penalty: 5542.000488
	Iteration 94Q: 3 clusters Score -8861665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8861667.000000 Penalty: 5542.000488
	Iteration 95Q: 3 clusters Score -8861667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8861664.000000 Penalty: 5542.000488
	Iteration 96Q: 3 clusters Score -8861664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8861657.000000 Penalty: 5542.000488
	Iteration 97Q: 3 clusters Score -8861657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8861666.000000 Penalty: 5542.000488
	Iteration 98Q: 3 clusters Score -8861666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8861652.000000 Penalty: 5542.000488
	Iteration 99Q: 3 clusters Score -8861652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8861658.000000 Penalty: 5542.000488
	Iteration 100F: 3 clusters Score -8861658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8861658.000000 Penalty: 5542.000488
	Iteration 101Q: 3 clusters Score -8861658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8861660.000000 Penalty: 5542.000488
	Iteration 102Q: 3 clusters Score -8861660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8861664.000000 Penalty: 5542.000488
	Iteration 103Q: 3 clusters Score -8861664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68899 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8861664.000000 Penalty: 5542.000488
	Iteration 104Q: 3 clusters Score -8861664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8861659.000000 Penalty: 5542.000488
	Iteration 105Q: 3 clusters Score -8861659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68907 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8861668.000000 Penalty: 5542.000488
	Iteration 106Q: 3 clusters Score -8861668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8861671.000000 Penalty: 5542.000488
	Iteration 107Q: 3 clusters Score -8861671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8861671.000000 Penalty: 5542.000488
	Iteration 108Q: 3 clusters Score -8861671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8861666.000000 Penalty: 5542.000488
	Iteration 109Q: 3 clusters Score -8861666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8861659.000000 Penalty: 5542.000488
	Iteration 110Q: 3 clusters Score -8861659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8861663.000000 Penalty: 5542.000488
	Iteration 111Q: 3 clusters Score -8861663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8861660.000000 Penalty: 5542.000488
	Iteration 112Q: 3 clusters Score -8861660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8861660.000000 Penalty: 5542.000488
	Iteration 113F: 3 clusters Score -8861660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Entering Unmasked Estep 
Score: -118077.531250 Penalty: 1742.994019
	Iteration 0F: 2 clusters Score -118077.5 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 548 members 
Entering Unmasked Estep 
Score: -116102.648438 Penalty: 3485.988037
	Iteration 0F: 3 clusters Score -116102.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -116435.789062 Penalty: 3485.988037
	Iteration 1F: 3 clusters Score -116435.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116580.992188 Penalty: 3485.988037
	Iteration 2F: 3 clusters Score -116581 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -116692.468750 Penalty: 3485.988037
	Iteration 3F: 3 clusters Score -116692.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116803.078125 Penalty: 3485.988037
	Iteration 4F: 3 clusters Score -116803.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116918.765625 Penalty: 3485.988037
	Iteration 5Q: 3 clusters Score -116918.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117066.265625 Penalty: 3485.988037
	Iteration 6Q: 3 clusters Score -117066.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117226.554688 Penalty: 3485.988037
	Iteration 7Q: 3 clusters Score -117226.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117340.070312 Penalty: 3485.988037
	Iteration 8Q: 3 clusters Score -117340.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117443.984375 Penalty: 3485.988037
	Iteration 9Q: 3 clusters Score -117444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117488.101562 Penalty: 3485.988037
	Iteration 10Q: 3 clusters Score -117488.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117548.531250 Penalty: 3485.988037
	Iteration 11Q: 3 clusters Score -117548.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117585.578125 Penalty: 3485.988037
	Iteration 12Q: 3 clusters Score -117585.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117601.750000 Penalty: 3485.988037
	Iteration 13Q: 3 clusters Score -117601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117612.093750 Penalty: 3485.988037
	Iteration 14Q: 3 clusters Score -117612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117621.757812 Penalty: 3485.988037
	Iteration 15Q: 3 clusters Score -117621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117624.265625 Penalty: 3485.988037
	Iteration 16Q: 3 clusters Score -117624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117625.453125 Penalty: 3485.988037
	Iteration 17Q: 3 clusters Score -117625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117626.929688 Penalty: 3485.988037
	Iteration 18Q: 3 clusters Score -117626.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117628.914062 Penalty: 3485.988037
	Iteration 19F: 3 clusters Score -117628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117640.664062 Penalty: 3485.988037
	Iteration 20F: 3 clusters Score -117640.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117647.742188 Penalty: 3485.988037
	Iteration 21Q: 3 clusters Score -117647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117654.781250 Penalty: 3485.988037
	Iteration 22Q: 3 clusters Score -117654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117661.390625 Penalty: 3485.988037
	Iteration 23Q: 3 clusters Score -117661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117682.132812 Penalty: 3485.988037
	Iteration 24Q: 3 clusters Score -117682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117684.679688 Penalty: 3485.988037
	Iteration 25Q: 3 clusters Score -117684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117684.679688 Penalty: 3485.988037
	Iteration 26F: 3 clusters Score -117684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -367045.406250 Penalty: 1987.391113
	Iteration 0F: 2 clusters Score -367045.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -363752.937500 Penalty: 3974.782227
	Iteration 0F: 3 clusters Score -363752.9 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -364386.031250 Penalty: 3974.782227
	Iteration 1F: 3 clusters Score -364386 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -364529.906250 Penalty: 3974.782227
	Iteration 2F: 3 clusters Score -364529.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -364627.093750 Penalty: 3974.782227
	Iteration 3Q: 3 clusters Score -364627.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -364681.625000 Penalty: 3974.782227
	Iteration 4Q: 3 clusters Score -364681.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -364720.937500 Penalty: 3974.782227
	Iteration 5Q: 3 clusters Score -364720.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -364749.750000 Penalty: 3974.782227
	Iteration 6Q: 3 clusters Score -364749.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -364774.187500 Penalty: 3974.782227
	Iteration 7Q: 3 clusters Score -364774.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -364795.500000 Penalty: 3974.782227
	Iteration 8Q: 3 clusters Score -364795.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -364812.687500 Penalty: 3974.782227
	Iteration 9Q: 3 clusters Score -364812.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364825.343750 Penalty: 3974.782227
	Iteration 10Q: 3 clusters Score -364825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -364836.062500 Penalty: 3974.782227
	Iteration 11Q: 3 clusters Score -364836.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -364851.968750 Penalty: 3974.782227
	Iteration 12Q: 3 clusters Score -364852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -364864.187500 Penalty: 3974.782227
	Iteration 13Q: 3 clusters Score -364864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -364873.406250 Penalty: 3974.782227
	Iteration 14Q: 3 clusters Score -364873.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364882.781250 Penalty: 3974.782227
	Iteration 15Q: 3 clusters Score -364882.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -364893.718750 Penalty: 3974.782227
	Iteration 16Q: 3 clusters Score -364893.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -364905.312500 Penalty: 3974.782227
	Iteration 17Q: 3 clusters Score -364905.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -364913.500000 Penalty: 3974.782227
	Iteration 18Q: 3 clusters Score -364913.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -364921.343750 Penalty: 3974.782227
	Iteration 19Q: 3 clusters Score -364921.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -364932.250000 Penalty: 3974.782227
	Iteration 20F: 3 clusters Score -364932.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -364944.593750 Penalty: 3974.782227
	Iteration 21Q: 3 clusters Score -364944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -364954.750000 Penalty: 3974.782227
	Iteration 22Q: 3 clusters Score -364954.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -364964.625000 Penalty: 3974.782227
	Iteration 23Q: 3 clusters Score -364964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -364969.343750 Penalty: 3974.782227
	Iteration 24Q: 3 clusters Score -364969.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -364972.843750 Penalty: 3974.782227
	Iteration 25Q: 3 clusters Score -364972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -364977.500000 Penalty: 3974.782227
	Iteration 26Q: 3 clusters Score -364977.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -364985.250000 Penalty: 3974.782227
	Iteration 27Q: 3 clusters Score -364985.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -364988.718750 Penalty: 3974.782227
	Iteration 28Q: 3 clusters Score -364988.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -364994.468750 Penalty: 3974.782227
	Iteration 29Q: 3 clusters Score -364994.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -364998.281250 Penalty: 3974.782227
	Iteration 30Q: 3 clusters Score -364998.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -365000.343750 Penalty: 3974.782227
	Iteration 31Q: 3 clusters Score -365000.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -365003.218750 Penalty: 3974.782227
	Iteration 32Q: 3 clusters Score -365003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -365008.343750 Penalty: 3974.782227
	Iteration 33Q: 3 clusters Score -365008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -365012.031250 Penalty: 3974.782227
	Iteration 34Q: 3 clusters Score -365012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -365016.125000 Penalty: 3974.782227
	Iteration 35Q: 3 clusters Score -365016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -365019.343750 Penalty: 3974.782227
	Iteration 36Q: 3 clusters Score -365019.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -365025.906250 Penalty: 3974.782227
	Iteration 37Q: 3 clusters Score -365025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -365033.406250 Penalty: 3974.782227
	Iteration 38Q: 3 clusters Score -365033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -365039.656250 Penalty: 3974.782227
	Iteration 39Q: 3 clusters Score -365039.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -365047.468750 Penalty: 3974.782227
	Iteration 40F: 3 clusters Score -365047.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -365058.125000 Penalty: 3974.782227
	Iteration 41Q: 3 clusters Score -365058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -365066.750000 Penalty: 3974.782227
	Iteration 42Q: 3 clusters Score -365066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -365076.000000 Penalty: 3974.782227
	Iteration 43Q: 3 clusters Score -365076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -365087.437500 Penalty: 3974.782227
	Iteration 44Q: 3 clusters Score -365087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -365094.937500 Penalty: 3974.782227
	Iteration 45Q: 3 clusters Score -365094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -365105.406250 Penalty: 3974.782227
	Iteration 46Q: 3 clusters Score -365105.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -365112.218750 Penalty: 3974.782227
	Iteration 47Q: 3 clusters Score -365112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -365119.875000 Penalty: 3974.782227
	Iteration 48Q: 3 clusters Score -365119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -365127.906250 Penalty: 3974.782227
	Iteration 49Q: 3 clusters Score -365127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -365134.250000 Penalty: 3974.782227
	Iteration 50Q: 3 clusters Score -365134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -365138.437500 Penalty: 3974.782227
	Iteration 51Q: 3 clusters Score -365138.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -365144.312500 Penalty: 3974.782227
	Iteration 52Q: 3 clusters Score -365144.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -365146.531250 Penalty: 3974.782227
	Iteration 53Q: 3 clusters Score -365146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -365150.218750 Penalty: 3974.782227
	Iteration 54Q: 3 clusters Score -365150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -365153.937500 Penalty: 3974.782227
	Iteration 55Q: 3 clusters Score -365153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -365157.531250 Penalty: 3974.782227
	Iteration 56Q: 3 clusters Score -365157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -365159.562500 Penalty: 3974.782227
	Iteration 57Q: 3 clusters Score -365159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -365160.500000 Penalty: 3974.782227
	Iteration 58Q: 3 clusters Score -365160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -365163.625000 Penalty: 3974.782227
	Iteration 59Q: 3 clusters Score -365163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -365169.843750 Penalty: 3974.782227
	Iteration 60F: 3 clusters Score -365169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -365175.062500 Penalty: 3974.782227
	Iteration 61Q: 3 clusters Score -365175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -365181.562500 Penalty: 3974.782227
	Iteration 62Q: 3 clusters Score -365181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -365187.156250 Penalty: 3974.782227
	Iteration 63Q: 3 clusters Score -365187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -365191.187500 Penalty: 3974.782227
	Iteration 64Q: 3 clusters Score -365191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -365196.750000 Penalty: 3974.782227
	Iteration 65Q: 3 clusters Score -365196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -365201.187500 Penalty: 3974.782227
	Iteration 66Q: 3 clusters Score -365201.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -365206.281250 Penalty: 3974.782227
	Iteration 67Q: 3 clusters Score -365206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -365209.750000 Penalty: 3974.782227
	Iteration 68Q: 3 clusters Score -365209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -365214.875000 Penalty: 3974.782227
	Iteration 69Q: 3 clusters Score -365214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -365220.062500 Penalty: 3974.782227
	Iteration 70Q: 3 clusters Score -365220.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -365224.968750 Penalty: 3974.782227
	Iteration 71Q: 3 clusters Score -365225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -365232.031250 Penalty: 3974.782227
	Iteration 72Q: 3 clusters Score -365232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -365234.593750 Penalty: 3974.782227
	Iteration 73Q: 3 clusters Score -365234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -365238.468750 Penalty: 3974.782227
	Iteration 74Q: 3 clusters Score -365238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -365239.968750 Penalty: 3974.782227
	Iteration 75Q: 3 clusters Score -365240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -365240.625000 Penalty: 3974.782227
	Iteration 76Q: 3 clusters Score -365240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -365244.406250 Penalty: 3974.782227
	Iteration 77Q: 3 clusters Score -365244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -365246.531250 Penalty: 3974.782227
	Iteration 78Q: 3 clusters Score -365246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -365248.343750 Penalty: 3974.782227
	Iteration 79Q: 3 clusters Score -365248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -365252.437500 Penalty: 3974.782227
	Iteration 80F: 3 clusters Score -365252.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -365256.843750 Penalty: 3974.782227
	Iteration 81Q: 3 clusters Score -365256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -365262.593750 Penalty: 3974.782227
	Iteration 82Q: 3 clusters Score -365262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -365264.468750 Penalty: 3974.782227
	Iteration 83Q: 3 clusters Score -365264.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -365270.218750 Penalty: 3974.782227
	Iteration 84Q: 3 clusters Score -365270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -365275.625000 Penalty: 3974.782227
	Iteration 85Q: 3 clusters Score -365275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -365282.187500 Penalty: 3974.782227
	Iteration 86Q: 3 clusters Score -365282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -365288.343750 Penalty: 3974.782227
	Iteration 87Q: 3 clusters Score -365288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -365293.906250 Penalty: 3974.782227
	Iteration 88Q: 3 clusters Score -365293.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -365303.937500 Penalty: 3974.782227
	Iteration 89Q: 3 clusters Score -365303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -365311.718750 Penalty: 3974.782227
	Iteration 90Q: 3 clusters Score -365311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -365314.468750 Penalty: 3974.782227
	Iteration 91Q: 3 clusters Score -365314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -365316.625000 Penalty: 3974.782227
	Iteration 92Q: 3 clusters Score -365316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -365318.250000 Penalty: 3974.782227
	Iteration 93Q: 3 clusters Score -365318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -365319.343750 Penalty: 3974.782227
	Iteration 94Q: 3 clusters Score -365319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -365319.343750 Penalty: 3974.782227
	Iteration 95F: 3 clusters Score -365319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Entering Unmasked Estep 
Score: -5405451.000000 Penalty: 2648.431396
	Iteration 0F: 2 clusters Score -5405451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5375937.500000 Penalty: 5296.862793
	Iteration 0F: 3 clusters Score -5375938 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -5386882.500000 Penalty: 5296.862793
	Iteration 1F: 3 clusters Score -5386882 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5387308.000000 Penalty: 5296.862793
	Iteration 2Q: 3 clusters Score -5387308 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -5387708.000000 Penalty: 5296.862793
	Iteration 3Q: 3 clusters Score -5387708 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5388074.000000 Penalty: 5296.862793
	Iteration 4Q: 3 clusters Score -5388074 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5388523.000000 Penalty: 5296.862793
	Iteration 5Q: 3 clusters Score -5388523 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -5389091.500000 Penalty: 5296.862793
	Iteration 6Q: 3 clusters Score -5389092 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -5389978.000000 Penalty: 5296.862793
	Iteration 7Q: 3 clusters Score -5389978 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5391443.500000 Penalty: 5296.862793
	Iteration 8F: 3 clusters Score -5391444 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5393608.500000 Penalty: 5296.862793
	Iteration 9F: 3 clusters Score -5393608 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -5396527.000000 Penalty: 5296.862793
	Iteration 10F: 3 clusters Score -5396527 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5399389.000000 Penalty: 5296.862793
	Iteration 11F: 3 clusters Score -5399389 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5401320.000000 Penalty: 5296.862793
	Iteration 12Q: 3 clusters Score -5401320 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5402353.000000 Penalty: 5296.862793
	Iteration 13Q: 3 clusters Score -5402353 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5402795.000000 Penalty: 5296.862793
	Iteration 14Q: 3 clusters Score -5402795 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5402964.000000 Penalty: 5296.862793
	Iteration 15Q: 3 clusters Score -5402964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5403059.000000 Penalty: 5296.862793
	Iteration 16Q: 3 clusters Score -5403059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5403124.000000 Penalty: 5296.862793
	Iteration 17Q: 3 clusters Score -5403124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -5403160.500000 Penalty: 5296.862793
	Iteration 18Q: 3 clusters Score -5403160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -5403182.500000 Penalty: 5296.862793
	Iteration 19Q: 3 clusters Score -5403182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5403188.500000 Penalty: 5296.862793
	Iteration 20F: 3 clusters Score -5403188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5403207.500000 Penalty: 5296.862793
	Iteration 21Q: 3 clusters Score -5403208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -5403210.500000 Penalty: 5296.862793
	Iteration 22Q: 3 clusters Score -5403210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5403214.500000 Penalty: 5296.862793
	Iteration 23Q: 3 clusters Score -5403214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5403215.500000 Penalty: 5296.862793
	Iteration 24Q: 3 clusters Score -5403216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5403215.500000 Penalty: 5296.862793
	Iteration 25F: 3 clusters Score -5403216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Entering Unmasked Estep 
Score: -890789.875000 Penalty: 2199.226807
	Iteration 0F: 2 clusters Score -890789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -884937.625000 Penalty: 4398.453613
	Iteration 0F: 3 clusters Score -884937.6 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -886494.437500 Penalty: 4398.453613
	Iteration 1F: 3 clusters Score -886494.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -886729.750000 Penalty: 4398.453613
	Iteration 2F: 3 clusters Score -886729.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -886873.750000 Penalty: 4398.453613
	Iteration 3Q: 3 clusters Score -886873.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -886981.500000 Penalty: 4398.453613
	Iteration 4Q: 3 clusters Score -886981.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -887057.000000 Penalty: 4398.453613
	Iteration 5Q: 3 clusters Score -887057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -887111.250000 Penalty: 4398.453613
	Iteration 6Q: 3 clusters Score -887111.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -887157.500000 Penalty: 4398.453613
	Iteration 7Q: 3 clusters Score -887157.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -887197.250000 Penalty: 4398.453613
	Iteration 8Q: 3 clusters Score -887197.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -887226.062500 Penalty: 4398.453613
	Iteration 9Q: 3 clusters Score -887226.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -887250.500000 Penalty: 4398.453613
	Iteration 10Q: 3 clusters Score -887250.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -887273.125000 Penalty: 4398.453613
	Iteration 11Q: 3 clusters Score -887273.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -887289.312500 Penalty: 4398.453613
	Iteration 12Q: 3 clusters Score -887289.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -887316.812500 Penalty: 4398.453613
	Iteration 13Q: 3 clusters Score -887316.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -887358.250000 Penalty: 4398.453613
	Iteration 14Q: 3 clusters Score -887358.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -887399.312500 Penalty: 4398.453613
	Iteration 15Q: 3 clusters Score -887399.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -887457.937500 Penalty: 4398.453613
	Iteration 16Q: 3 clusters Score -887457.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -887543.687500 Penalty: 4398.453613
	Iteration 17Q: 3 clusters Score -887543.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -887677.312500 Penalty: 4398.453613
	Iteration 18Q: 3 clusters Score -887677.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -887892.937500 Penalty: 4398.453613
	Iteration 19Q: 3 clusters Score -887892.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -888170.250000 Penalty: 4398.453613
	Iteration 20F: 3 clusters Score -888170.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -888527.812500 Penalty: 4398.453613
	Iteration 21F: 3 clusters Score -888527.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -888930.000000 Penalty: 4398.453613
	Iteration 22F: 3 clusters Score -888930 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -889334.625000 Penalty: 4398.453613
	Iteration 23Q: 3 clusters Score -889334.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -889634.750000 Penalty: 4398.453613
	Iteration 24Q: 3 clusters Score -889634.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -889830.187500 Penalty: 4398.453613
	Iteration 25Q: 3 clusters Score -889830.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -889950.750000 Penalty: 4398.453613
	Iteration 26Q: 3 clusters Score -889950.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -890031.312500 Penalty: 4398.453613
	Iteration 27Q: 3 clusters Score -890031.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -890079.687500 Penalty: 4398.453613
	Iteration 28Q: 3 clusters Score -890079.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -890099.000000 Penalty: 4398.453613
	Iteration 29Q: 3 clusters Score -890099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -890104.500000 Penalty: 4398.453613
	Iteration 30Q: 3 clusters Score -890104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -890109.437500 Penalty: 4398.453613
	Iteration 31Q: 3 clusters Score -890109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -890113.875000 Penalty: 4398.453613
	Iteration 32Q: 3 clusters Score -890113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -890115.437500 Penalty: 4398.453613
	Iteration 33Q: 3 clusters Score -890115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -890117.625000 Penalty: 4398.453613
	Iteration 34Q: 3 clusters Score -890117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -890119.625000 Penalty: 4398.453613
	Iteration 35Q: 3 clusters Score -890119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -890119.625000 Penalty: 4398.453613
	Iteration 36F: 3 clusters Score -890119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Entering Unmasked Estep 
Score: -20072308.000000 Penalty: 2977.475586
	Iteration 0F: 2 clusters Score -2.007231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -19963450.000000 Penalty: 5954.951172
	Iteration 0F: 3 clusters Score -1.996345e+07 nChanged 78228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -20008316.000000 Penalty: 5954.951172
	Iteration 1F: 3 clusters Score -2.000832e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -20008860.000000 Penalty: 5954.951172
	Iteration 2Q: 3 clusters Score -2.000886e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -20009474.000000 Penalty: 5954.951172
	Iteration 3Q: 3 clusters Score -2.000947e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -20010210.000000 Penalty: 5954.951172
	Iteration 4Q: 3 clusters Score -2.001021e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -20010982.000000 Penalty: 5954.951172
	Iteration 5Q: 3 clusters Score -2.001098e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -20011982.000000 Penalty: 5954.951172
	Iteration 6Q: 3 clusters Score -2.001198e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -20013358.000000 Penalty: 5954.951172
	Iteration 7Q: 3 clusters Score -2.001336e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -20015360.000000 Penalty: 5954.951172
	Iteration 8Q: 3 clusters Score -2.001536e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -20019202.000000 Penalty: 5954.951172
	Iteration 9Q: 3 clusters Score -2.00192e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -20025998.000000 Penalty: 5954.951172
	Iteration 10F: 3 clusters Score -2.0026e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -20037142.000000 Penalty: 5954.951172
	Iteration 11F: 3 clusters Score -2.003714e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -20051350.000000 Penalty: 5954.951172
	Iteration 12F: 3 clusters Score -2.005135e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -20061978.000000 Penalty: 5954.951172
	Iteration 13F: 3 clusters Score -2.006198e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -20066690.000000 Penalty: 5954.951172
	Iteration 14Q: 3 clusters Score -2.006669e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119588 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -20069294.000000 Penalty: 5954.951172
	Iteration 15Q: 3 clusters Score -2.006929e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -20070800.000000 Penalty: 5954.951172
	Iteration 16Q: 3 clusters Score -2.00708e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -20071736.000000 Penalty: 5954.951172
	Iteration 17Q: 3 clusters Score -2.007174e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121044 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -20072210.000000 Penalty: 5954.951172
	Iteration 18Q: 3 clusters Score -2.007221e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -20072454.000000 Penalty: 5954.951172
	Iteration 19Q: 3 clusters Score -2.007245e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -20072550.000000 Penalty: 5954.951172
	Iteration 20F: 3 clusters Score -2.007255e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -20072582.000000 Penalty: 5954.951172
	Iteration 21Q: 3 clusters Score -2.007258e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -20072606.000000 Penalty: 5954.951172
	Iteration 22Q: 3 clusters Score -2.007261e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121543 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -20072598.000000 Penalty: 5954.951172
	Iteration 23Q: 3 clusters Score -2.00726e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -20072600.000000 Penalty: 5954.951172
	Iteration 24Q: 3 clusters Score -2.00726e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121658 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -20072626.000000 Penalty: 5954.951172
	Iteration 25Q: 3 clusters Score -2.007263e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -20072596.000000 Penalty: 5954.951172
	Iteration 26Q: 3 clusters Score -2.00726e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121731 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -20072594.000000 Penalty: 5954.951172
	Iteration 27Q: 3 clusters Score -2.007259e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -20072584.000000 Penalty: 5954.951172
	Iteration 28Q: 3 clusters Score -2.007258e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121807 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -20072572.000000 Penalty: 5954.951172
	Iteration 29Q: 3 clusters Score -2.007257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -20072618.000000 Penalty: 5954.951172
	Iteration 30Q: 3 clusters Score -2.007262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121854 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -20072624.000000 Penalty: 5954.951172
	Iteration 31Q: 3 clusters Score -2.007262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121875 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -20072626.000000 Penalty: 5954.951172
	Iteration 32Q: 3 clusters Score -2.007263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -20072608.000000 Penalty: 5954.951172
	Iteration 33Q: 3 clusters Score -2.007261e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121916 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -20072628.000000 Penalty: 5954.951172
	Iteration 34Q: 3 clusters Score -2.007263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -20072644.000000 Penalty: 5954.951172
	Iteration 35Q: 3 clusters Score -2.007264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121952 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -20072646.000000 Penalty: 5954.951172
	Iteration 36Q: 3 clusters Score -2.007265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -20072630.000000 Penalty: 5954.951172
	Iteration 37Q: 3 clusters Score -2.007263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -20072654.000000 Penalty: 5954.951172
	Iteration 38Q: 3 clusters Score -2.007265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -20072620.000000 Penalty: 5954.951172
	Iteration 39Q: 3 clusters Score -2.007262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -20072610.000000 Penalty: 5954.951172
	Iteration 40F: 3 clusters Score -2.007261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -20072598.000000 Penalty: 5954.951172
	Iteration 41Q: 3 clusters Score -2.00726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -20072610.000000 Penalty: 5954.951172
	Iteration 42Q: 3 clusters Score -2.007261e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -20072634.000000 Penalty: 5954.951172
	Iteration 43Q: 3 clusters Score -2.007263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122072 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -20072618.000000 Penalty: 5954.951172
	Iteration 44Q: 3 clusters Score -2.007262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122091 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -20072636.000000 Penalty: 5954.951172
	Iteration 45Q: 3 clusters Score -2.007264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122110 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -20072626.000000 Penalty: 5954.951172
	Iteration 46Q: 3 clusters Score -2.007263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -20072614.000000 Penalty: 5954.951172
	Iteration 47Q: 3 clusters Score -2.007261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122144 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -20072620.000000 Penalty: 5954.951172
	Iteration 48Q: 3 clusters Score -2.007262e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -20072618.000000 Penalty: 5954.951172
	Iteration 49Q: 3 clusters Score -2.007262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -20072614.000000 Penalty: 5954.951172
	Iteration 50Q: 3 clusters Score -2.007261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -20072596.000000 Penalty: 5954.951172
	Iteration 51Q: 3 clusters Score -2.00726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122204 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -20072620.000000 Penalty: 5954.951172
	Iteration 52Q: 3 clusters Score -2.007262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122211 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -20072612.000000 Penalty: 5954.951172
	Iteration 53Q: 3 clusters Score -2.007261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122214 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -20072610.000000 Penalty: 5954.951172
	Iteration 54Q: 3 clusters Score -2.007261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122221 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -20072612.000000 Penalty: 5954.951172
	Iteration 55Q: 3 clusters Score -2.007261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122228 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -20072602.000000 Penalty: 5954.951172
	Iteration 56Q: 3 clusters Score -2.00726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -20072602.000000 Penalty: 5954.951172
	Iteration 57Q: 3 clusters Score -2.00726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122245 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -20072608.000000 Penalty: 5954.951172
	Iteration 58Q: 3 clusters Score -2.007261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -20072596.000000 Penalty: 5954.951172
	Iteration 59Q: 3 clusters Score -2.00726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122262 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -20072596.000000 Penalty: 5954.951172
	Iteration 60F: 3 clusters Score -2.00726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -20072616.000000 Penalty: 5954.951172
	Iteration 61Q: 3 clusters Score -2.007262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122279 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -20072622.000000 Penalty: 5954.951172
	Iteration 62Q: 3 clusters Score -2.007262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -20072624.000000 Penalty: 5954.951172
	Iteration 63Q: 3 clusters Score -2.007262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122290 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -20072632.000000 Penalty: 5954.951172
	Iteration 64Q: 3 clusters Score -2.007263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -20072634.000000 Penalty: 5954.951172
	Iteration 65Q: 3 clusters Score -2.007263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -20072634.000000 Penalty: 5954.951172
	Iteration 66F: 3 clusters Score -2.007263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 185119 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199062 members 
Mstep: Class 7 contains 71210 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 43441 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 122291 members 
Mstep: Class 13 contains 71205 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 74483 members 
Mstep: Class 16 contains 83769 members 
Mstep: Class 17 contains 125396 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 21336 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85640 members 
Mstep: Class 24 contains 31368 members 
Mstep: Class 25 contains 999 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 193131 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204154 members 
Mstep: Class 31 contains 41435 members 
Entering Unmasked Estep 
Score: -194749552.000000 Penalty: 109883.875000
Splitting cluster 12 changes total score from -194748592.000000 to -194749552.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (71205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Entering Unmasked Estep 
Score: -8885578.000000 Penalty: 2770.982910
	Iteration 0F: 2 clusters Score -8885578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -8837733.000000 Penalty: 5541.965820
	Iteration 0F: 3 clusters Score -8837733 nChanged 33391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -8856401.000000 Penalty: 5541.965820
	Iteration 1F: 3 clusters Score -8856401 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -8856950.000000 Penalty: 5541.965820
	Iteration 2Q: 3 clusters Score -8856950 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -8857540.000000 Penalty: 5541.965820
	Iteration 3Q: 3 clusters Score -8857540 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -8858275.000000 Penalty: 5541.965820
	Iteration 4Q: 3 clusters Score -8858275 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -8859261.000000 Penalty: 5541.965820
	Iteration 5Q: 3 clusters Score -8859261 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -8860872.000000 Penalty: 5541.965820
	Iteration 6Q: 3 clusters Score -8860872 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8863542.000000 Penalty: 5541.965820
	Iteration 7F: 3 clusters Score -8863542 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -8867540.000000 Penalty: 5541.965820
	Iteration 8F: 3 clusters Score -8867540 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -8872460.000000 Penalty: 5541.965820
	Iteration 9F: 3 clusters Score -8872460 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -8877041.000000 Penalty: 5541.965820
	Iteration 10F: 3 clusters Score -8877041 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67472 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8880183.000000 Penalty: 5541.965820
	Iteration 11Q: 3 clusters Score -8880183 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8881810.000000 Penalty: 5541.965820
	Iteration 12Q: 3 clusters Score -8881810 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8882508.000000 Penalty: 5541.965820
	Iteration 13Q: 3 clusters Score -8882508 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8882838.000000 Penalty: 5541.965820
	Iteration 14Q: 3 clusters Score -8882838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8882982.000000 Penalty: 5541.965820
	Iteration 15Q: 3 clusters Score -8882982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8883053.000000 Penalty: 5541.965820
	Iteration 16Q: 3 clusters Score -8883053 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8883094.000000 Penalty: 5541.965820
	Iteration 17Q: 3 clusters Score -8883094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8883131.000000 Penalty: 5541.965820
	Iteration 18Q: 3 clusters Score -8883131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8883137.000000 Penalty: 5541.965820
	Iteration 19Q: 3 clusters Score -8883137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8883173.000000 Penalty: 5541.965820
	Iteration 20F: 3 clusters Score -8883173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8883178.000000 Penalty: 5541.965820
	Iteration 21Q: 3 clusters Score -8883178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70819 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8883186.000000 Penalty: 5541.965820
	Iteration 22Q: 3 clusters Score -8883186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8883190.000000 Penalty: 5541.965820
	Iteration 23Q: 3 clusters Score -8883190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8883188.000000 Penalty: 5541.965820
	Iteration 24Q: 3 clusters Score -8883188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70824 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8883198.000000 Penalty: 5541.965820
	Iteration 25Q: 3 clusters Score -8883198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8883201.000000 Penalty: 5541.965820
	Iteration 26Q: 3 clusters Score -8883201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8883201.000000 Penalty: 5541.965820
	Iteration 27Q: 3 clusters Score -8883201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70827 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8883201.000000 Penalty: 5541.965820
	Iteration 28F: 3 clusters Score -8883201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -598722.562500 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -598722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -594064.562500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -594064.6 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -595153.500000 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -595153.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -595384.312500 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -595384.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -595587.312500 Penalty: 4242.357422
	Iteration 3F: 3 clusters Score -595587.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -595765.250000 Penalty: 4242.357422
	Iteration 4Q: 3 clusters Score -595765.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -595899.250000 Penalty: 4242.357422
	Iteration 5Q: 3 clusters Score -595899.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -595989.937500 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -595989.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -596074.750000 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -596074.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -596158.437500 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -596158.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -596227.687500 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -596227.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -596291.437500 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -596291.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -596351.000000 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -596351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -596407.375000 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -596407.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -596463.000000 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -596463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -596502.062500 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -596502.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -596538.187500 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -596538.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -596570.000000 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -596570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -596602.812500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -596602.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -596637.125000 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -596637.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -596667.750000 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -596667.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -596694.937500 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -596694.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -596726.062500 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -596726.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -596762.812500 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -596762.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -596796.000000 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -596796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -596826.250000 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -596826.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -596855.312500 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -596855.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -596880.187500 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -596880.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -596905.812500 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -596905.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -596923.812500 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -596923.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -596945.062500 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -596945.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -596961.000000 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -596961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -596970.687500 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -596970.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -596985.250000 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -596985.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -597001.000000 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -597001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -597015.562500 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -597015.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -597028.062500 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -597028.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -597039.687500 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -597039.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -597053.375000 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -597053.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -597066.750000 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -597066.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -597082.562500 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -597082.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -597090.750000 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -597090.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -597099.250000 Penalty: 4242.357422
	Iteration 41Q: 3 clusters Score -597099.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -597110.937500 Penalty: 4242.357422
	Iteration 42Q: 3 clusters Score -597110.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -597118.125000 Penalty: 4242.357422
	Iteration 43Q: 3 clusters Score -597118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -597124.312500 Penalty: 4242.357422
	Iteration 44Q: 3 clusters Score -597124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -597126.625000 Penalty: 4242.357422
	Iteration 45Q: 3 clusters Score -597126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -597134.312500 Penalty: 4242.357422
	Iteration 46Q: 3 clusters Score -597134.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -597137.437500 Penalty: 4242.357422
	Iteration 47Q: 3 clusters Score -597137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -597140.312500 Penalty: 4242.357422
	Iteration 48Q: 3 clusters Score -597140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -597140.437500 Penalty: 4242.357422
	Iteration 49Q: 3 clusters Score -597140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -597140.437500 Penalty: 4242.357422
	Iteration 50F: 3 clusters Score -597140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Entering Unmasked Estep 
Score: -9271700.000000 Penalty: 2782.145020
	Iteration 0F: 2 clusters Score -9271700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -9221695.000000 Penalty: 5564.290039
	Iteration 0F: 3 clusters Score -9221695 nChanged 35017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -9241532.000000 Penalty: 5564.290039
	Iteration 1F: 3 clusters Score -9241532 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -9242289.000000 Penalty: 5564.290039
	Iteration 2Q: 3 clusters Score -9242289 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -9243161.000000 Penalty: 5564.290039
	Iteration 3Q: 3 clusters Score -9243161 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -9244187.000000 Penalty: 5564.290039
	Iteration 4Q: 3 clusters Score -9244187 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -9245343.000000 Penalty: 5564.290039
	Iteration 5Q: 3 clusters Score -9245343 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -9246620.000000 Penalty: 5564.290039
	Iteration 6Q: 3 clusters Score -9246620 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -9248091.000000 Penalty: 5564.290039
	Iteration 7Q: 3 clusters Score -9248091 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -9249741.000000 Penalty: 5564.290039
	Iteration 8Q: 3 clusters Score -9249741 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -9251906.000000 Penalty: 5564.290039
	Iteration 9F: 3 clusters Score -9251906 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -9254512.000000 Penalty: 5564.290039
	Iteration 10F: 3 clusters Score -9254512 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -9257680.000000 Penalty: 5564.290039
	Iteration 11F: 3 clusters Score -9257680 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -9261191.000000 Penalty: 5564.290039
	Iteration 12F: 3 clusters Score -9261191 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -9264427.000000 Penalty: 5564.290039
	Iteration 13F: 3 clusters Score -9264427 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9266716.000000 Penalty: 5564.290039
	Iteration 14Q: 3 clusters Score -9266716 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9268033.000000 Penalty: 5564.290039
	Iteration 15Q: 3 clusters Score -9268033 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9268658.000000 Penalty: 5564.290039
	Iteration 16Q: 3 clusters Score -9268658 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9268947.000000 Penalty: 5564.290039
	Iteration 17Q: 3 clusters Score -9268947 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9269061.000000 Penalty: 5564.290039
	Iteration 18Q: 3 clusters Score -9269061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9269158.000000 Penalty: 5564.290039
	Iteration 19Q: 3 clusters Score -9269158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9269227.000000 Penalty: 5564.290039
	Iteration 20F: 3 clusters Score -9269227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9269260.000000 Penalty: 5564.290039
	Iteration 21Q: 3 clusters Score -9269260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9269271.000000 Penalty: 5564.290039
	Iteration 22Q: 3 clusters Score -9269271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9269306.000000 Penalty: 5564.290039
	Iteration 23Q: 3 clusters Score -9269306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9269310.000000 Penalty: 5564.290039
	Iteration 24Q: 3 clusters Score -9269310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9269324.000000 Penalty: 5564.290039
	Iteration 25Q: 3 clusters Score -9269324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9269321.000000 Penalty: 5564.290039
	Iteration 26Q: 3 clusters Score -9269321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9269327.000000 Penalty: 5564.290039
	Iteration 27Q: 3 clusters Score -9269327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9269326.000000 Penalty: 5564.290039
	Iteration 28Q: 3 clusters Score -9269326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9269326.000000 Penalty: 5564.290039
	Iteration 29F: 3 clusters Score -9269326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Entering Unmasked Estep 
Score: -10450628.000000 Penalty: 2811.282959
	Iteration 0F: 2 clusters Score -1.045063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -10394438.000000 Penalty: 5622.565918
	Iteration 0F: 3 clusters Score -1.039444e+07 nChanged 39369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -10416293.000000 Penalty: 5622.565918
	Iteration 1F: 3 clusters Score -1.041629e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -10416879.000000 Penalty: 5622.565918
	Iteration 2Q: 3 clusters Score -1.041688e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -10417532.000000 Penalty: 5622.565918
	Iteration 3Q: 3 clusters Score -1.041753e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -10418361.000000 Penalty: 5622.565918
	Iteration 4Q: 3 clusters Score -1.041836e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -10419553.000000 Penalty: 5622.565918
	Iteration 5Q: 3 clusters Score -1.041955e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -10421100.000000 Penalty: 5622.565918
	Iteration 6Q: 3 clusters Score -1.04211e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -10423314.000000 Penalty: 5622.565918
	Iteration 7Q: 3 clusters Score -1.042331e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -10426288.000000 Penalty: 5622.565918
	Iteration 8F: 3 clusters Score -1.042629e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -10430038.000000 Penalty: 5622.565918
	Iteration 9F: 3 clusters Score -1.043004e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -10433810.000000 Penalty: 5622.565918
	Iteration 10F: 3 clusters Score -1.043381e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -10436883.000000 Penalty: 5622.565918
	Iteration 11Q: 3 clusters Score -1.043688e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -10439064.000000 Penalty: 5622.565918
	Iteration 12Q: 3 clusters Score -1.043906e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -10440405.000000 Penalty: 5622.565918
	Iteration 13Q: 3 clusters Score -1.04404e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -10441411.000000 Penalty: 5622.565918
	Iteration 14Q: 3 clusters Score -1.044141e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -10442232.000000 Penalty: 5622.565918
	Iteration 15Q: 3 clusters Score -1.044223e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -10442923.000000 Penalty: 5622.565918
	Iteration 16Q: 3 clusters Score -1.044292e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
Score: -10443540.000000 Penalty: 5622.565918
	Iteration 17Q: 3 clusters Score -1.044354e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -10444122.000000 Penalty: 5622.565918
	Iteration 18Q: 3 clusters Score -1.044412e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -10444696.000000 Penalty: 5622.565918
	Iteration 19Q: 3 clusters Score -1.04447e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -10445275.000000 Penalty: 5622.565918
	Iteration 20F: 3 clusters Score -1.044528e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -10445736.000000 Penalty: 5622.565918
	Iteration 21Q: 3 clusters Score -1.044574e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -10446274.000000 Penalty: 5622.565918
	Iteration 22Q: 3 clusters Score -1.044627e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -10446727.000000 Penalty: 5622.565918
	Iteration 23Q: 3 clusters Score -1.044673e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -10447106.000000 Penalty: 5622.565918
	Iteration 24Q: 3 clusters Score -1.044711e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 81254 members 
Entering Unmasked Estep 
Score: -10447387.000000 Penalty: 5622.565918
	Iteration 25Q: 3 clusters Score -1.044739e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 81653 members 
Entering Unmasked Estep 
Score: -10447620.000000 Penalty: 5622.565918
	Iteration 26Q: 3 clusters Score -1.044762e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -10447790.000000 Penalty: 5622.565918
	Iteration 27Q: 3 clusters Score -1.044779e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 82172 members 
Entering Unmasked Estep 
Score: -10447916.000000 Penalty: 5622.565918
	Iteration 28Q: 3 clusters Score -1.044792e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -10447984.000000 Penalty: 5622.565918
	Iteration 29Q: 3 clusters Score -1.044798e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -10448063.000000 Penalty: 5622.565918
	Iteration 30Q: 3 clusters Score -1.044806e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -10448097.000000 Penalty: 5622.565918
	Iteration 31Q: 3 clusters Score -1.04481e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -10448119.000000 Penalty: 5622.565918
	Iteration 32Q: 3 clusters Score -1.044812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10448141.000000 Penalty: 5622.565918
	Iteration 33Q: 3 clusters Score -1.044814e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -10448152.000000 Penalty: 5622.565918
	Iteration 34Q: 3 clusters Score -1.044815e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10448170.000000 Penalty: 5622.565918
	Iteration 35Q: 3 clusters Score -1.044817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -10448179.000000 Penalty: 5622.565918
	Iteration 36Q: 3 clusters Score -1.044818e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -10448192.000000 Penalty: 5622.565918
	Iteration 37Q: 3 clusters Score -1.044819e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -10448222.000000 Penalty: 5622.565918
	Iteration 38Q: 3 clusters Score -1.044822e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -10448236.000000 Penalty: 5622.565918
	Iteration 39Q: 3 clusters Score -1.044824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -10448263.000000 Penalty: 5622.565918
	Iteration 40F: 3 clusters Score -1.044826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -10448272.000000 Penalty: 5622.565918
	Iteration 41Q: 3 clusters Score -1.044827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -10448269.000000 Penalty: 5622.565918
	Iteration 42Q: 3 clusters Score -1.044827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -10448267.000000 Penalty: 5622.565918
	Iteration 43Q: 3 clusters Score -1.044827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -10448275.000000 Penalty: 5622.565918
	Iteration 44Q: 3 clusters Score -1.044828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -10448285.000000 Penalty: 5622.565918
	Iteration 45Q: 3 clusters Score -1.044828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -10448294.000000 Penalty: 5622.565918
	Iteration 46Q: 3 clusters Score -1.044829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -10448288.000000 Penalty: 5622.565918
	Iteration 47Q: 3 clusters Score -1.044829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -10448288.000000 Penalty: 5622.565918
	Iteration 48F: 3 clusters Score -1.044829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125396 members 
Entering Unmasked Estep 
Score: -15412084.000000 Penalty: 2911.329590
	Iteration 0F: 2 clusters Score -1.541208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -15328338.000000 Penalty: 5822.659180
	Iteration 0F: 3 clusters Score -1.532834e+07 nChanged 59764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 64372 members 
Entering Unmasked Estep 
Score: -15362759.000000 Penalty: 5822.659180
	Iteration 1F: 3 clusters Score -1.536276e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -15363953.000000 Penalty: 5822.659180
	Iteration 2Q: 3 clusters Score -1.536395e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -15365474.000000 Penalty: 5822.659180
	Iteration 3Q: 3 clusters Score -1.536547e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -15367266.000000 Penalty: 5822.659180
	Iteration 4Q: 3 clusters Score -1.536727e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -15369533.000000 Penalty: 5822.659180
	Iteration 5Q: 3 clusters Score -1.536953e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 73676 members 
Entering Unmasked Estep 
Score: -15372519.000000 Penalty: 5822.659180
	Iteration 6Q: 3 clusters Score -1.537252e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -15376407.000000 Penalty: 5822.659180
	Iteration 7F: 3 clusters Score -1.537641e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -15381060.000000 Penalty: 5822.659180
	Iteration 8F: 3 clusters Score -1.538106e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -15386094.000000 Penalty: 5822.659180
	Iteration 9F: 3 clusters Score -1.538609e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -15390366.000000 Penalty: 5822.659180
	Iteration 10F: 3 clusters Score -1.539037e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -15393033.000000 Penalty: 5822.659180
	Iteration 11Q: 3 clusters Score -1.539303e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -15394728.000000 Penalty: 5822.659180
	Iteration 12Q: 3 clusters Score -1.539473e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -15395860.000000 Penalty: 5822.659180
	Iteration 13Q: 3 clusters Score -1.539586e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -15396654.000000 Penalty: 5822.659180
	Iteration 14Q: 3 clusters Score -1.539665e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -15397460.000000 Penalty: 5822.659180
	Iteration 15Q: 3 clusters Score -1.539746e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -15398313.000000 Penalty: 5822.659180
	Iteration 16Q: 3 clusters Score -1.539831e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -15399170.000000 Penalty: 5822.659180
	Iteration 17Q: 3 clusters Score -1.539917e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -15400019.000000 Penalty: 5822.659180
	Iteration 18Q: 3 clusters Score -1.540002e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -15401040.000000 Penalty: 5822.659180
	Iteration 19Q: 3 clusters Score -1.540104e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 110523 members 
Entering Unmasked Estep 
Score: -15402044.000000 Penalty: 5822.659180
	Iteration 20F: 3 clusters Score -1.540204e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -15403083.000000 Penalty: 5822.659180
	Iteration 21Q: 3 clusters Score -1.540308e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -15404064.000000 Penalty: 5822.659180
	Iteration 22Q: 3 clusters Score -1.540406e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 116224 members 
Entering Unmasked Estep 
Score: -15405148.000000 Penalty: 5822.659180
	Iteration 23Q: 3 clusters Score -1.540515e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 117742 members 
Entering Unmasked Estep 
Score: -15406150.000000 Penalty: 5822.659180
	Iteration 24Q: 3 clusters Score -1.540615e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -15407042.000000 Penalty: 5822.659180
	Iteration 25Q: 3 clusters Score -1.540704e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -15407757.000000 Penalty: 5822.659180
	Iteration 26Q: 3 clusters Score -1.540776e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -15408269.000000 Penalty: 5822.659180
	Iteration 27Q: 3 clusters Score -1.540827e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 121499 members 
Entering Unmasked Estep 
Score: -15408626.000000 Penalty: 5822.659180
	Iteration 28Q: 3 clusters Score -1.540863e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 121964 members 
Entering Unmasked Estep 
Score: -15408894.000000 Penalty: 5822.659180
	Iteration 29Q: 3 clusters Score -1.540889e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 122328 members 
Entering Unmasked Estep 
Score: -15409133.000000 Penalty: 5822.659180
	Iteration 30Q: 3 clusters Score -1.540913e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 122604 members 
Entering Unmasked Estep 
Score: -15409252.000000 Penalty: 5822.659180
	Iteration 31Q: 3 clusters Score -1.540925e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -15409385.000000 Penalty: 5822.659180
	Iteration 32Q: 3 clusters Score -1.540938e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -15409521.000000 Penalty: 5822.659180
	Iteration 33Q: 3 clusters Score -1.540952e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 123145 members 
Entering Unmasked Estep 
Score: -15409581.000000 Penalty: 5822.659180
	Iteration 34Q: 3 clusters Score -1.540958e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -15409640.000000 Penalty: 5822.659180
	Iteration 35Q: 3 clusters Score -1.540964e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 123365 members 
Entering Unmasked Estep 
Score: -15409718.000000 Penalty: 5822.659180
	Iteration 36Q: 3 clusters Score -1.540972e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 123449 members 
Entering Unmasked Estep 
Score: -15409728.000000 Penalty: 5822.659180
	Iteration 37Q: 3 clusters Score -1.540973e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 123523 members 
Entering Unmasked Estep 
Score: -15409769.000000 Penalty: 5822.659180
	Iteration 38Q: 3 clusters Score -1.540977e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 123580 members 
Entering Unmasked Estep 
Score: -15409829.000000 Penalty: 5822.659180
	Iteration 39Q: 3 clusters Score -1.540983e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -15409861.000000 Penalty: 5822.659180
	Iteration 40F: 3 clusters Score -1.540986e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -15409891.000000 Penalty: 5822.659180
	Iteration 41Q: 3 clusters Score -1.540989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 123719 members 
Entering Unmasked Estep 
Score: -15409884.000000 Penalty: 5822.659180
	Iteration 42Q: 3 clusters Score -1.540988e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -15409888.000000 Penalty: 5822.659180
	Iteration 43Q: 3 clusters Score -1.540989e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -15409900.000000 Penalty: 5822.659180
	Iteration 44Q: 3 clusters Score -1.54099e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -15409928.000000 Penalty: 5822.659180
	Iteration 45Q: 3 clusters Score -1.540993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -15409912.000000 Penalty: 5822.659180
	Iteration 46Q: 3 clusters Score -1.540991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 123809 members 
Entering Unmasked Estep 
Score: -15409935.000000 Penalty: 5822.659180
	Iteration 47Q: 3 clusters Score -1.540994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -15409939.000000 Penalty: 5822.659180
	Iteration 48Q: 3 clusters Score -1.540994e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -15409921.000000 Penalty: 5822.659180
	Iteration 49Q: 3 clusters Score -1.540992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 123838 members 
Entering Unmasked Estep 
Score: -15409927.000000 Penalty: 5822.659180
	Iteration 50Q: 3 clusters Score -1.540993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 123845 members 
Entering Unmasked Estep 
Score: -15409934.000000 Penalty: 5822.659180
	Iteration 51Q: 3 clusters Score -1.540993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -15409935.000000 Penalty: 5822.659180
	Iteration 52Q: 3 clusters Score -1.540994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -15409943.000000 Penalty: 5822.659180
	Iteration 53Q: 3 clusters Score -1.540994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 123853 members 
Entering Unmasked Estep 
Score: -15409941.000000 Penalty: 5822.659180
	Iteration 54Q: 3 clusters Score -1.540994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 123850 members 
Entering Unmasked Estep 
Score: -15409946.000000 Penalty: 5822.659180
	Iteration 55Q: 3 clusters Score -1.540995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -15409943.000000 Penalty: 5822.659180
	Iteration 56Q: 3 clusters Score -1.540994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 123854 members 
Entering Unmasked Estep 
Score: -15409948.000000 Penalty: 5822.659180
	Iteration 57Q: 3 clusters Score -1.540995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -15409973.000000 Penalty: 5822.659180
	Iteration 58Q: 3 clusters Score -1.540997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -15409982.000000 Penalty: 5822.659180
	Iteration 59Q: 3 clusters Score -1.540998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 123871 members 
Entering Unmasked Estep 
Score: -15409989.000000 Penalty: 5822.659180
	Iteration 60F: 3 clusters Score -1.540999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -15409990.000000 Penalty: 5822.659180
	Iteration 61Q: 3 clusters Score -1.540999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 123887 members 
Entering Unmasked Estep 
Score: -15410002.000000 Penalty: 5822.659180
	Iteration 62Q: 3 clusters Score -1.541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 123890 members 
Entering Unmasked Estep 
Score: -15409994.000000 Penalty: 5822.659180
	Iteration 63Q: 3 clusters Score -1.540999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 123897 members 
Entering Unmasked Estep 
Score: -15410001.000000 Penalty: 5822.659180
	Iteration 64Q: 3 clusters Score -1.541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -15409979.000000 Penalty: 5822.659180
	Iteration 65Q: 3 clusters Score -1.540998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -15409995.000000 Penalty: 5822.659180
	Iteration 66Q: 3 clusters Score -1.541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -15409998.000000 Penalty: 5822.659180
	Iteration 67Q: 3 clusters Score -1.541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 123913 members 
Entering Unmasked Estep 
Score: -15409997.000000 Penalty: 5822.659180
	Iteration 68Q: 3 clusters Score -1.541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -15409997.000000 Penalty: 5822.659180
	Iteration 69Q: 3 clusters Score -1.541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 123919 members 
Entering Unmasked Estep 
Score: -15410010.000000 Penalty: 5822.659180
	Iteration 70Q: 3 clusters Score -1.541001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 123921 members 
Entering Unmasked Estep 
Score: -15410003.000000 Penalty: 5822.659180
	Iteration 71Q: 3 clusters Score -1.541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 123923 members 
Entering Unmasked Estep 
Score: -15410010.000000 Penalty: 5822.659180
	Iteration 72Q: 3 clusters Score -1.541001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -15410019.000000 Penalty: 5822.659180
	Iteration 73Q: 3 clusters Score -1.541002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 123926 members 
Entering Unmasked Estep 
Score: -15410012.000000 Penalty: 5822.659180
	Iteration 74Q: 3 clusters Score -1.541001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 123926 members 
Entering Unmasked Estep 
Score: -15410012.000000 Penalty: 5822.659180
	Iteration 75F: 3 clusters Score -1.541001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -320172.468750 Penalty: 1950.376099
	Iteration 0F: 2 clusters Score -320172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -317181.531250 Penalty: 3900.752197
	Iteration 0F: 3 clusters Score -317181.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -317715.593750 Penalty: 3900.752197
	Iteration 1F: 3 clusters Score -317715.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -317853.750000 Penalty: 3900.752197
	Iteration 2F: 3 clusters Score -317853.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -317940.843750 Penalty: 3900.752197
	Iteration 3Q: 3 clusters Score -317940.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -318001.375000 Penalty: 3900.752197
	Iteration 4Q: 3 clusters Score -318001.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -318046.562500 Penalty: 3900.752197
	Iteration 5Q: 3 clusters Score -318046.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -318072.562500 Penalty: 3900.752197
	Iteration 6Q: 3 clusters Score -318072.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -318102.156250 Penalty: 3900.752197
	Iteration 7Q: 3 clusters Score -318102.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -318132.468750 Penalty: 3900.752197
	Iteration 8Q: 3 clusters Score -318132.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -318162.843750 Penalty: 3900.752197
	Iteration 9Q: 3 clusters Score -318162.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -318207.812500 Penalty: 3900.752197
	Iteration 10Q: 3 clusters Score -318207.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -318244.093750 Penalty: 3900.752197
	Iteration 11Q: 3 clusters Score -318244.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -318277.687500 Penalty: 3900.752197
	Iteration 12Q: 3 clusters Score -318277.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -318302.187500 Penalty: 3900.752197
	Iteration 13Q: 3 clusters Score -318302.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -318319.656250 Penalty: 3900.752197
	Iteration 14Q: 3 clusters Score -318319.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318332.281250 Penalty: 3900.752197
	Iteration 15Q: 3 clusters Score -318332.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -318346.062500 Penalty: 3900.752197
	Iteration 16Q: 3 clusters Score -318346.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -318361.968750 Penalty: 3900.752197
	Iteration 17Q: 3 clusters Score -318362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -318374.437500 Penalty: 3900.752197
	Iteration 18Q: 3 clusters Score -318374.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -318385.531250 Penalty: 3900.752197
	Iteration 19Q: 3 clusters Score -318385.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -318396.218750 Penalty: 3900.752197
	Iteration 20F: 3 clusters Score -318396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -318406.406250 Penalty: 3900.752197
	Iteration 21Q: 3 clusters Score -318406.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -318411.468750 Penalty: 3900.752197
	Iteration 22Q: 3 clusters Score -318411.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -318416.187500 Penalty: 3900.752197
	Iteration 23Q: 3 clusters Score -318416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -318418.656250 Penalty: 3900.752197
	Iteration 24Q: 3 clusters Score -318418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -318420.843750 Penalty: 3900.752197
	Iteration 25Q: 3 clusters Score -318420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -318422.468750 Penalty: 3900.752197
	Iteration 26Q: 3 clusters Score -318422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -318423.718750 Penalty: 3900.752197
	Iteration 27Q: 3 clusters Score -318423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -318424.781250 Penalty: 3900.752197
	Iteration 28Q: 3 clusters Score -318424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -318427.437500 Penalty: 3900.752197
	Iteration 29Q: 3 clusters Score -318427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -318427.281250 Penalty: 3900.752197
	Iteration 30Q: 3 clusters Score -318427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -318427.281250 Penalty: 3900.752197
	Iteration 31F: 3 clusters Score -318427.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Entering Unmasked Estep 
Score: -1362327.875000 Penalty: 2312.756592
	Iteration 0F: 2 clusters Score -1362328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1353936.625000 Penalty: 4625.513184
	Iteration 0F: 3 clusters Score -1353937 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1356622.375000 Penalty: 4625.513184
	Iteration 1F: 3 clusters Score -1356622 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1357149.250000 Penalty: 4625.513184
	Iteration 2F: 3 clusters Score -1357149 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1357559.625000 Penalty: 4625.513184
	Iteration 3F: 3 clusters Score -1357560 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1357928.875000 Penalty: 4625.513184
	Iteration 4F: 3 clusters Score -1357929 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1358248.500000 Penalty: 4625.513184
	Iteration 5Q: 3 clusters Score -1358248 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1358554.000000 Penalty: 4625.513184
	Iteration 6Q: 3 clusters Score -1358554 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1358764.750000 Penalty: 4625.513184
	Iteration 7Q: 3 clusters Score -1358765 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1358939.875000 Penalty: 4625.513184
	Iteration 8Q: 3 clusters Score -1358940 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1359071.000000 Penalty: 4625.513184
	Iteration 9Q: 3 clusters Score -1359071 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1359174.500000 Penalty: 4625.513184
	Iteration 10Q: 3 clusters Score -1359174 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1359253.000000 Penalty: 4625.513184
	Iteration 11Q: 3 clusters Score -1359253 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1359311.875000 Penalty: 4625.513184
	Iteration 12Q: 3 clusters Score -1359312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1359363.125000 Penalty: 4625.513184
	Iteration 13Q: 3 clusters Score -1359363 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1359404.875000 Penalty: 4625.513184
	Iteration 14Q: 3 clusters Score -1359405 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1359448.375000 Penalty: 4625.513184
	Iteration 15Q: 3 clusters Score -1359448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1359486.125000 Penalty: 4625.513184
	Iteration 16Q: 3 clusters Score -1359486 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1359530.875000 Penalty: 4625.513184
	Iteration 17Q: 3 clusters Score -1359531 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1359560.125000 Penalty: 4625.513184
	Iteration 18Q: 3 clusters Score -1359560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1359587.875000 Penalty: 4625.513184
	Iteration 19Q: 3 clusters Score -1359588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1359611.000000 Penalty: 4625.513184
	Iteration 20F: 3 clusters Score -1359611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1359635.625000 Penalty: 4625.513184
	Iteration 21Q: 3 clusters Score -1359636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1359657.875000 Penalty: 4625.513184
	Iteration 22Q: 3 clusters Score -1359658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1359681.125000 Penalty: 4625.513184
	Iteration 23Q: 3 clusters Score -1359681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1359691.625000 Penalty: 4625.513184
	Iteration 24Q: 3 clusters Score -1359692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1359703.375000 Penalty: 4625.513184
	Iteration 25Q: 3 clusters Score -1359703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1359721.875000 Penalty: 4625.513184
	Iteration 26Q: 3 clusters Score -1359722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1359742.125000 Penalty: 4625.513184
	Iteration 27Q: 3 clusters Score -1359742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1359763.500000 Penalty: 4625.513184
	Iteration 28Q: 3 clusters Score -1359764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1359788.500000 Penalty: 4625.513184
	Iteration 29Q: 3 clusters Score -1359788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1359802.375000 Penalty: 4625.513184
	Iteration 30Q: 3 clusters Score -1359802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1359829.875000 Penalty: 4625.513184
	Iteration 31Q: 3 clusters Score -1359830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1359848.875000 Penalty: 4625.513184
	Iteration 32Q: 3 clusters Score -1359849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1359873.750000 Penalty: 4625.513184
	Iteration 33Q: 3 clusters Score -1359874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1359896.375000 Penalty: 4625.513184
	Iteration 34Q: 3 clusters Score -1359896 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1359918.750000 Penalty: 4625.513184
	Iteration 35Q: 3 clusters Score -1359919 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1359945.625000 Penalty: 4625.513184
	Iteration 36Q: 3 clusters Score -1359946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1359975.875000 Penalty: 4625.513184
	Iteration 37Q: 3 clusters Score -1359976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1360002.375000 Penalty: 4625.513184
	Iteration 38Q: 3 clusters Score -1360002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1360039.125000 Penalty: 4625.513184
	Iteration 39Q: 3 clusters Score -1360039 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1360076.500000 Penalty: 4625.513184
	Iteration 40F: 3 clusters Score -1360076 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1360115.000000 Penalty: 4625.513184
	Iteration 41Q: 3 clusters Score -1360115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1360158.750000 Penalty: 4625.513184
	Iteration 42Q: 3 clusters Score -1360159 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1360187.875000 Penalty: 4625.513184
	Iteration 43Q: 3 clusters Score -1360188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1360223.750000 Penalty: 4625.513184
	Iteration 44Q: 3 clusters Score -1360224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1360263.875000 Penalty: 4625.513184
	Iteration 45Q: 3 clusters Score -1360264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1360304.125000 Penalty: 4625.513184
	Iteration 46Q: 3 clusters Score -1360304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1360338.500000 Penalty: 4625.513184
	Iteration 47Q: 3 clusters Score -1360338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1360377.625000 Penalty: 4625.513184
	Iteration 48Q: 3 clusters Score -1360378 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1360406.125000 Penalty: 4625.513184
	Iteration 49Q: 3 clusters Score -1360406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1360427.500000 Penalty: 4625.513184
	Iteration 50Q: 3 clusters Score -1360428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1360456.000000 Penalty: 4625.513184
	Iteration 51Q: 3 clusters Score -1360456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1360475.250000 Penalty: 4625.513184
	Iteration 52Q: 3 clusters Score -1360475 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1360493.750000 Penalty: 4625.513184
	Iteration 53Q: 3 clusters Score -1360494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1360519.125000 Penalty: 4625.513184
	Iteration 54Q: 3 clusters Score -1360519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1360536.750000 Penalty: 4625.513184
	Iteration 55Q: 3 clusters Score -1360537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1360567.250000 Penalty: 4625.513184
	Iteration 56Q: 3 clusters Score -1360567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1360587.000000 Penalty: 4625.513184
	Iteration 57Q: 3 clusters Score -1360587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1360605.250000 Penalty: 4625.513184
	Iteration 58Q: 3 clusters Score -1360605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1360618.125000 Penalty: 4625.513184
	Iteration 59Q: 3 clusters Score -1360618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1360624.750000 Penalty: 4625.513184
	Iteration 60F: 3 clusters Score -1360625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1360630.000000 Penalty: 4625.513184
	Iteration 61Q: 3 clusters Score -1360630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1360638.000000 Penalty: 4625.513184
	Iteration 62Q: 3 clusters Score -1360638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1360641.500000 Penalty: 4625.513184
	Iteration 63Q: 3 clusters Score -1360642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1360646.125000 Penalty: 4625.513184
	Iteration 64Q: 3 clusters Score -1360646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1360648.625000 Penalty: 4625.513184
	Iteration 65Q: 3 clusters Score -1360649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1360657.250000 Penalty: 4625.513184
	Iteration 66Q: 3 clusters Score -1360657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1360664.000000 Penalty: 4625.513184
	Iteration 67Q: 3 clusters Score -1360664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1360667.375000 Penalty: 4625.513184
	Iteration 68Q: 3 clusters Score -1360667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1360668.625000 Penalty: 4625.513184
	Iteration 69Q: 3 clusters Score -1360669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1360671.625000 Penalty: 4625.513184
	Iteration 70Q: 3 clusters Score -1360672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1360671.125000 Penalty: 4625.513184
	Iteration 71Q: 3 clusters Score -1360671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1360675.750000 Penalty: 4625.513184
	Iteration 72Q: 3 clusters Score -1360676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1360680.750000 Penalty: 4625.513184
	Iteration 73Q: 3 clusters Score -1360681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1360680.625000 Penalty: 4625.513184
	Iteration 74Q: 3 clusters Score -1360681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1360683.000000 Penalty: 4625.513184
	Iteration 75Q: 3 clusters Score -1360683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1360681.750000 Penalty: 4625.513184
	Iteration 76Q: 3 clusters Score -1360682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1360683.250000 Penalty: 4625.513184
	Iteration 77Q: 3 clusters Score -1360683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1360683.250000 Penalty: 4625.513184
	Iteration 78F: 3 clusters Score -1360683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Entering Unmasked Estep 
Score: -2562040.250000 Penalty: 2472.101562
	Iteration 0F: 2 clusters Score -2562040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2547022.750000 Penalty: 4944.203125
	Iteration 0F: 3 clusters Score -2547023 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2552306.250000 Penalty: 4944.203125
	Iteration 1F: 3 clusters Score -2552306 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2552902.750000 Penalty: 4944.203125
	Iteration 2F: 3 clusters Score -2552903 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2553472.750000 Penalty: 4944.203125
	Iteration 3F: 3 clusters Score -2553473 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2554092.500000 Penalty: 4944.203125
	Iteration 4F: 3 clusters Score -2554092 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2554724.750000 Penalty: 4944.203125
	Iteration 5F: 3 clusters Score -2554725 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2555396.250000 Penalty: 4944.203125
	Iteration 6F: 3 clusters Score -2555396 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2556113.000000 Penalty: 4944.203125
	Iteration 7Q: 3 clusters Score -2556113 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2556887.250000 Penalty: 4944.203125
	Iteration 8Q: 3 clusters Score -2556887 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2557630.000000 Penalty: 4944.203125
	Iteration 9Q: 3 clusters Score -2557630 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2558218.000000 Penalty: 4944.203125
	Iteration 10Q: 3 clusters Score -2558218 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2558621.750000 Penalty: 4944.203125
	Iteration 11Q: 3 clusters Score -2558622 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2558860.250000 Penalty: 4944.203125
	Iteration 12Q: 3 clusters Score -2558860 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2559026.000000 Penalty: 4944.203125
	Iteration 13Q: 3 clusters Score -2559026 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2559151.250000 Penalty: 4944.203125
	Iteration 14Q: 3 clusters Score -2559151 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2559243.500000 Penalty: 4944.203125
	Iteration 15Q: 3 clusters Score -2559244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2559318.750000 Penalty: 4944.203125
	Iteration 16Q: 3 clusters Score -2559319 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2559403.000000 Penalty: 4944.203125
	Iteration 17Q: 3 clusters Score -2559403 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2559475.000000 Penalty: 4944.203125
	Iteration 18Q: 3 clusters Score -2559475 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2559514.500000 Penalty: 4944.203125
	Iteration 19Q: 3 clusters Score -2559514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2559557.250000 Penalty: 4944.203125
	Iteration 20F: 3 clusters Score -2559557 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2559582.250000 Penalty: 4944.203125
	Iteration 21Q: 3 clusters Score -2559582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2559601.000000 Penalty: 4944.203125
	Iteration 22Q: 3 clusters Score -2559601 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2559641.750000 Penalty: 4944.203125
	Iteration 23Q: 3 clusters Score -2559642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2559669.500000 Penalty: 4944.203125
	Iteration 24Q: 3 clusters Score -2559670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2559695.250000 Penalty: 4944.203125
	Iteration 25Q: 3 clusters Score -2559695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2559716.500000 Penalty: 4944.203125
	Iteration 26Q: 3 clusters Score -2559716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2559735.750000 Penalty: 4944.203125
	Iteration 27Q: 3 clusters Score -2559736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2559761.500000 Penalty: 4944.203125
	Iteration 28Q: 3 clusters Score -2559762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2559790.000000 Penalty: 4944.203125
	Iteration 29Q: 3 clusters Score -2559790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2559799.500000 Penalty: 4944.203125
	Iteration 30Q: 3 clusters Score -2559800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2559814.750000 Penalty: 4944.203125
	Iteration 31Q: 3 clusters Score -2559815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2559824.000000 Penalty: 4944.203125
	Iteration 32Q: 3 clusters Score -2559824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2559832.500000 Penalty: 4944.203125
	Iteration 33Q: 3 clusters Score -2559832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2559849.750000 Penalty: 4944.203125
	Iteration 34Q: 3 clusters Score -2559850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2559865.000000 Penalty: 4944.203125
	Iteration 35Q: 3 clusters Score -2559865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2559883.500000 Penalty: 4944.203125
	Iteration 36Q: 3 clusters Score -2559884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2559896.750000 Penalty: 4944.203125
	Iteration 37Q: 3 clusters Score -2559897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2559902.750000 Penalty: 4944.203125
	Iteration 38Q: 3 clusters Score -2559903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2559911.750000 Penalty: 4944.203125
	Iteration 39Q: 3 clusters Score -2559912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2559918.750000 Penalty: 4944.203125
	Iteration 40F: 3 clusters Score -2559919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2559919.500000 Penalty: 4944.203125
	Iteration 41Q: 3 clusters Score -2559920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2559921.250000 Penalty: 4944.203125
	Iteration 42Q: 3 clusters Score -2559921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2559927.000000 Penalty: 4944.203125
	Iteration 43Q: 3 clusters Score -2559927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2559930.250000 Penalty: 4944.203125
	Iteration 44Q: 3 clusters Score -2559930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2559939.250000 Penalty: 4944.203125
	Iteration 45Q: 3 clusters Score -2559939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2559939.250000 Penalty: 4944.203125
	Iteration 46Q: 3 clusters Score -2559939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2559945.250000 Penalty: 4944.203125
	Iteration 47Q: 3 clusters Score -2559945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2559945.250000 Penalty: 4944.203125
	Iteration 48Q: 3 clusters Score -2559945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2559947.750000 Penalty: 4944.203125
	Iteration 49Q: 3 clusters Score -2559948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2559944.000000 Penalty: 4944.203125
	Iteration 50Q: 3 clusters Score -2559944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2559948.500000 Penalty: 4944.203125
	Iteration 51Q: 3 clusters Score -2559948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2559951.250000 Penalty: 4944.203125
	Iteration 52Q: 3 clusters Score -2559951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2559954.500000 Penalty: 4944.203125
	Iteration 53Q: 3 clusters Score -2559954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2559956.750000 Penalty: 4944.203125
	Iteration 54Q: 3 clusters Score -2559957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2559955.750000 Penalty: 4944.203125
	Iteration 55Q: 3 clusters Score -2559956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2559959.000000 Penalty: 4944.203125
	Iteration 56Q: 3 clusters Score -2559959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2559961.250000 Penalty: 4944.203125
	Iteration 57Q: 3 clusters Score -2559961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2559960.750000 Penalty: 4944.203125
	Iteration 58Q: 3 clusters Score -2559961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2559963.250000 Penalty: 4944.203125
	Iteration 59Q: 3 clusters Score -2559963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2559963.500000 Penalty: 4944.203125
	Iteration 60F: 3 clusters Score -2559964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2559971.000000 Penalty: 4944.203125
	Iteration 61Q: 3 clusters Score -2559971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2559969.250000 Penalty: 4944.203125
	Iteration 62Q: 3 clusters Score -2559969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2559971.000000 Penalty: 4944.203125
	Iteration 63Q: 3 clusters Score -2559971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2559971.250000 Penalty: 4944.203125
	Iteration 64Q: 3 clusters Score -2559971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2559973.500000 Penalty: 4944.203125
	Iteration 65Q: 3 clusters Score -2559974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2559974.750000 Penalty: 4944.203125
	Iteration 66Q: 3 clusters Score -2559975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2559971.250000 Penalty: 4944.203125
	Iteration 67Q: 3 clusters Score -2559971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2559976.250000 Penalty: 4944.203125
	Iteration 68Q: 3 clusters Score -2559976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2559975.250000 Penalty: 4944.203125
	Iteration 69Q: 3 clusters Score -2559975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2559977.250000 Penalty: 4944.203125
	Iteration 70Q: 3 clusters Score -2559977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2559976.250000 Penalty: 4944.203125
	Iteration 71Q: 3 clusters Score -2559976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2559982.250000 Penalty: 4944.203125
	Iteration 72Q: 3 clusters Score -2559982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2559982.500000 Penalty: 4944.203125
	Iteration 73Q: 3 clusters Score -2559982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2559982.500000 Penalty: 4944.203125
	Iteration 74F: 3 clusters Score -2559982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -151057.062500 Penalty: 1770.635742
	Iteration 0F: 2 clusters Score -151057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -148881.515625 Penalty: 3541.271484
	Iteration 0F: 3 clusters Score -148881.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -149184.984375 Penalty: 3541.271484
	Iteration 1F: 3 clusters Score -149185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149288.484375 Penalty: 3541.271484
	Iteration 2F: 3 clusters Score -149288.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149358.828125 Penalty: 3541.271484
	Iteration 3Q: 3 clusters Score -149358.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149414.406250 Penalty: 3541.271484
	Iteration 4Q: 3 clusters Score -149414.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149454.953125 Penalty: 3541.271484
	Iteration 5Q: 3 clusters Score -149455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149480.031250 Penalty: 3541.271484
	Iteration 6Q: 3 clusters Score -149480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149499.093750 Penalty: 3541.271484
	Iteration 7Q: 3 clusters Score -149499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -149511.484375 Penalty: 3541.271484
	Iteration 8Q: 3 clusters Score -149511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -149517.937500 Penalty: 3541.271484
	Iteration 9Q: 3 clusters Score -149517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -149526.421875 Penalty: 3541.271484
	Iteration 10Q: 3 clusters Score -149526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -149531.359375 Penalty: 3541.271484
	Iteration 11Q: 3 clusters Score -149531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -149536.250000 Penalty: 3541.271484
	Iteration 12Q: 3 clusters Score -149536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -149542.781250 Penalty: 3541.271484
	Iteration 13Q: 3 clusters Score -149542.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -149554.171875 Penalty: 3541.271484
	Iteration 14Q: 3 clusters Score -149554.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149579.812500 Penalty: 3541.271484
	Iteration 15Q: 3 clusters Score -149579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149600.062500 Penalty: 3541.271484
	Iteration 16Q: 3 clusters Score -149600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149628.640625 Penalty: 3541.271484
	Iteration 17Q: 3 clusters Score -149628.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -149663.015625 Penalty: 3541.271484
	Iteration 18Q: 3 clusters Score -149663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -149721.640625 Penalty: 3541.271484
	Iteration 19Q: 3 clusters Score -149721.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -149762.421875 Penalty: 3541.271484
	Iteration 20F: 3 clusters Score -149762.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -149798.375000 Penalty: 3541.271484
	Iteration 21Q: 3 clusters Score -149798.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -149824.984375 Penalty: 3541.271484
	Iteration 22Q: 3 clusters Score -149825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -149842.812500 Penalty: 3541.271484
	Iteration 23Q: 3 clusters Score -149842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149858.078125 Penalty: 3541.271484
	Iteration 24Q: 3 clusters Score -149858.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -149871.593750 Penalty: 3541.271484
	Iteration 25Q: 3 clusters Score -149871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -149883.890625 Penalty: 3541.271484
	Iteration 26Q: 3 clusters Score -149883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -149897.718750 Penalty: 3541.271484
	Iteration 27Q: 3 clusters Score -149897.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -149906.953125 Penalty: 3541.271484
	Iteration 28Q: 3 clusters Score -149907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -149912.484375 Penalty: 3541.271484
	Iteration 29Q: 3 clusters Score -149912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -149919.281250 Penalty: 3541.271484
	Iteration 30Q: 3 clusters Score -149919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -149924.687500 Penalty: 3541.271484
	Iteration 31Q: 3 clusters Score -149924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -149930.546875 Penalty: 3541.271484
	Iteration 32Q: 3 clusters Score -149930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -149936.531250 Penalty: 3541.271484
	Iteration 33Q: 3 clusters Score -149936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -149949.453125 Penalty: 3541.271484
	Iteration 34Q: 3 clusters Score -149949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -149965.578125 Penalty: 3541.271484
	Iteration 35Q: 3 clusters Score -149965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -149987.859375 Penalty: 3541.271484
	Iteration 36Q: 3 clusters Score -149987.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -150005.328125 Penalty: 3541.271484
	Iteration 37Q: 3 clusters Score -150005.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -150019.671875 Penalty: 3541.271484
	Iteration 38Q: 3 clusters Score -150019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -150029.203125 Penalty: 3541.271484
	Iteration 39Q: 3 clusters Score -150029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -150038.671875 Penalty: 3541.271484
	Iteration 40F: 3 clusters Score -150038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -150042.937500 Penalty: 3541.271484
	Iteration 41Q: 3 clusters Score -150042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -150046.906250 Penalty: 3541.271484
	Iteration 42Q: 3 clusters Score -150046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -150047.375000 Penalty: 3541.271484
	Iteration 43Q: 3 clusters Score -150047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -150048.578125 Penalty: 3541.271484
	Iteration 44Q: 3 clusters Score -150048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -150049.375000 Penalty: 3541.271484
	Iteration 45Q: 3 clusters Score -150049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -150049.375000 Penalty: 3541.271484
	Iteration 46F: 3 clusters Score -150049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 458 members 
Entering Unmasked Estep 
Score: -98948.695312 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98948.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99253.000000 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99345.015625 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99345.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99406.148438 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99406.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99450.179688 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99450.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99495.367188 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99495.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99533.906250 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99533.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99574.515625 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99574.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99641.562500 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99641.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -99736.375000 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99736.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99781.820312 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99781.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99811.343750 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99811.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99830.296875 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99841.703125 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -99857.695312 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99857.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99878.179688 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99878.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99885.218750 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99885.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99888.156250 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99888.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99888.156250 Penalty: 3372.331787
	Iteration 18F: 3 clusters Score -99888.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Entering Unmasked Estep 
Score: -10191846.000000 Penalty: 2816.760986
	Iteration 0F: 2 clusters Score -1.019185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -10134673.000000 Penalty: 5633.521973
	Iteration 0F: 3 clusters Score -1.013467e+07 nChanged 40270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -10157276.000000 Penalty: 5633.521973
	Iteration 1F: 3 clusters Score -1.015728e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -10157719.000000 Penalty: 5633.521973
	Iteration 2Q: 3 clusters Score -1.015772e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -10158190.000000 Penalty: 5633.521973
	Iteration 3Q: 3 clusters Score -1.015819e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -10158572.000000 Penalty: 5633.521973
	Iteration 4Q: 3 clusters Score -1.015857e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -10159141.000000 Penalty: 5633.521973
	Iteration 5Q: 3 clusters Score -1.015914e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -10159526.000000 Penalty: 5633.521973
	Iteration 6Q: 3 clusters Score -1.015953e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -10160033.000000 Penalty: 5633.521973
	Iteration 7Q: 3 clusters Score -1.016003e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -10160722.000000 Penalty: 5633.521973
	Iteration 8Q: 3 clusters Score -1.016072e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -10161642.000000 Penalty: 5633.521973
	Iteration 9Q: 3 clusters Score -1.016164e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -10163069.000000 Penalty: 5633.521973
	Iteration 10Q: 3 clusters Score -1.016307e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -10165452.000000 Penalty: 5633.521973
	Iteration 11Q: 3 clusters Score -1.016545e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -10169132.000000 Penalty: 5633.521973
	Iteration 12F: 3 clusters Score -1.016913e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -10173860.000000 Penalty: 5633.521973
	Iteration 13F: 3 clusters Score -1.017386e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -10179048.000000 Penalty: 5633.521973
	Iteration 14F: 3 clusters Score -1.017905e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 75455 members 
Entering Unmasked Estep 
Score: -10183332.000000 Penalty: 5633.521973
	Iteration 15F: 3 clusters Score -1.018333e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -10185994.000000 Penalty: 5633.521973
	Iteration 16Q: 3 clusters Score -1.018599e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -10187576.000000 Penalty: 5633.521973
	Iteration 17Q: 3 clusters Score -1.018758e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 81180 members 
Entering Unmasked Estep 
Score: -10188359.000000 Penalty: 5633.521973
	Iteration 18Q: 3 clusters Score -1.018836e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -10188871.000000 Penalty: 5633.521973
	Iteration 19Q: 3 clusters Score -1.018887e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -10189177.000000 Penalty: 5633.521973
	Iteration 20F: 3 clusters Score -1.018918e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -10189377.000000 Penalty: 5633.521973
	Iteration 21Q: 3 clusters Score -1.018938e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -10189520.000000 Penalty: 5633.521973
	Iteration 22Q: 3 clusters Score -1.018952e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -10189672.000000 Penalty: 5633.521973
	Iteration 23Q: 3 clusters Score -1.018967e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -10189774.000000 Penalty: 5633.521973
	Iteration 24Q: 3 clusters Score -1.018977e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -10189836.000000 Penalty: 5633.521973
	Iteration 25Q: 3 clusters Score -1.018984e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -10189921.000000 Penalty: 5633.521973
	Iteration 26Q: 3 clusters Score -1.018992e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -10189993.000000 Penalty: 5633.521973
	Iteration 27Q: 3 clusters Score -1.018999e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -10190020.000000 Penalty: 5633.521973
	Iteration 28Q: 3 clusters Score -1.019002e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -10190050.000000 Penalty: 5633.521973
	Iteration 29Q: 3 clusters Score -1.019005e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -10190085.000000 Penalty: 5633.521973
	Iteration 30Q: 3 clusters Score -1.019008e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -10190098.000000 Penalty: 5633.521973
	Iteration 31Q: 3 clusters Score -1.01901e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -10190117.000000 Penalty: 5633.521973
	Iteration 32Q: 3 clusters Score -1.019012e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -10190130.000000 Penalty: 5633.521973
	Iteration 33Q: 3 clusters Score -1.019013e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -10190134.000000 Penalty: 5633.521973
	Iteration 34Q: 3 clusters Score -1.019013e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -10190164.000000 Penalty: 5633.521973
	Iteration 35Q: 3 clusters Score -1.019016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -10190165.000000 Penalty: 5633.521973
	Iteration 36Q: 3 clusters Score -1.019016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10190164.000000 Penalty: 5633.521973
	Iteration 37Q: 3 clusters Score -1.019016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -10190157.000000 Penalty: 5633.521973
	Iteration 38Q: 3 clusters Score -1.019016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -10190162.000000 Penalty: 5633.521973
	Iteration 39Q: 3 clusters Score -1.019016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10190165.000000 Penalty: 5633.521973
	Iteration 40F: 3 clusters Score -1.019016e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10190178.000000 Penalty: 5633.521973
	Iteration 41Q: 3 clusters Score -1.019018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10190172.000000 Penalty: 5633.521973
	Iteration 42Q: 3 clusters Score -1.019017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -10190187.000000 Penalty: 5633.521973
	Iteration 43Q: 3 clusters Score -1.019019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -10190187.000000 Penalty: 5633.521973
	Iteration 44Q: 3 clusters Score -1.019019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -10190185.000000 Penalty: 5633.521973
	Iteration 45Q: 3 clusters Score -1.019018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10190179.000000 Penalty: 5633.521973
	Iteration 46Q: 3 clusters Score -1.019018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -10190197.000000 Penalty: 5633.521973
	Iteration 47Q: 3 clusters Score -1.01902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -10190192.000000 Penalty: 5633.521973
	Iteration 48Q: 3 clusters Score -1.019019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -10190196.000000 Penalty: 5633.521973
	Iteration 49Q: 3 clusters Score -1.01902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -10190204.000000 Penalty: 5633.521973
	Iteration 50Q: 3 clusters Score -1.01902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -10190197.000000 Penalty: 5633.521973
	Iteration 51Q: 3 clusters Score -1.01902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -10190193.000000 Penalty: 5633.521973
	Iteration 52Q: 3 clusters Score -1.019019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -10190196.000000 Penalty: 5633.521973
	Iteration 53Q: 3 clusters Score -1.01902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -10190192.000000 Penalty: 5633.521973
	Iteration 54Q: 3 clusters Score -1.019019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -10190195.000000 Penalty: 5633.521973
	Iteration 55Q: 3 clusters Score -1.01902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -10190181.000000 Penalty: 5633.521973
	Iteration 56Q: 3 clusters Score -1.019018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10190195.000000 Penalty: 5633.521973
	Iteration 57Q: 3 clusters Score -1.01902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -10190189.000000 Penalty: 5633.521973
	Iteration 58Q: 3 clusters Score -1.019019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -10190197.000000 Penalty: 5633.521973
	Iteration 59Q: 3 clusters Score -1.01902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -10190200.000000 Penalty: 5633.521973
	Iteration 60F: 3 clusters Score -1.01902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -10190207.000000 Penalty: 5633.521973
	Iteration 61Q: 3 clusters Score -1.019021e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -10190216.000000 Penalty: 5633.521973
	Iteration 62Q: 3 clusters Score -1.019022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10190217.000000 Penalty: 5633.521973
	Iteration 63Q: 3 clusters Score -1.019022e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10190217.000000 Penalty: 5633.521973
	Iteration 64Q: 3 clusters Score -1.019022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -10190226.000000 Penalty: 5633.521973
	Iteration 65Q: 3 clusters Score -1.019023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 83251 members 
Entering Unmasked Estep 
Score: -10190228.000000 Penalty: 5633.521973
	Iteration 66Q: 3 clusters Score -1.019023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -10190227.000000 Penalty: 5633.521973
	Iteration 67Q: 3 clusters Score -1.019023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -10190230.000000 Penalty: 5633.521973
	Iteration 68Q: 3 clusters Score -1.019023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -10190226.000000 Penalty: 5633.521973
	Iteration 69Q: 3 clusters Score -1.019023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -10190227.000000 Penalty: 5633.521973
	Iteration 70Q: 3 clusters Score -1.019023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10190236.000000 Penalty: 5633.521973
	Iteration 71Q: 3 clusters Score -1.019024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -10190228.000000 Penalty: 5633.521973
	Iteration 72Q: 3 clusters Score -1.019023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -10190223.000000 Penalty: 5633.521973
	Iteration 73Q: 3 clusters Score -1.019022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -10190231.000000 Penalty: 5633.521973
	Iteration 74Q: 3 clusters Score -1.019023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -10190229.000000 Penalty: 5633.521973
	Iteration 75Q: 3 clusters Score -1.019023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -10190226.000000 Penalty: 5633.521973
	Iteration 76Q: 3 clusters Score -1.019023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -10190229.000000 Penalty: 5633.521973
	Iteration 77Q: 3 clusters Score -1.019023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -10190233.000000 Penalty: 5633.521973
	Iteration 78Q: 3 clusters Score -1.019023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -10190237.000000 Penalty: 5633.521973
	Iteration 79Q: 3 clusters Score -1.019024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83244 members 
Entering Unmasked Estep 
Score: -10190237.000000 Penalty: 5633.521973
	Iteration 80F: 3 clusters Score -1.019024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Entering Unmasked Estep 
Score: -3875651.750000 Penalty: 2567.678711
	Iteration 0F: 2 clusters Score -3875652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3854301.000000 Penalty: 5135.357422
	Iteration 0F: 3 clusters Score -3854301 nChanged 14168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3861752.500000 Penalty: 5135.357422
	Iteration 1F: 3 clusters Score -3861752 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3862213.500000 Penalty: 5135.357422
	Iteration 2Q: 3 clusters Score -3862214 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3862641.500000 Penalty: 5135.357422
	Iteration 3Q: 3 clusters Score -3862642 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3863123.250000 Penalty: 5135.357422
	Iteration 4Q: 3 clusters Score -3863123 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3863600.750000 Penalty: 5135.357422
	Iteration 5Q: 3 clusters Score -3863601 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3864101.500000 Penalty: 5135.357422
	Iteration 6Q: 3 clusters Score -3864102 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3864728.500000 Penalty: 5135.357422
	Iteration 7Q: 3 clusters Score -3864728 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3865427.250000 Penalty: 5135.357422
	Iteration 8Q: 3 clusters Score -3865427 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3866274.000000 Penalty: 5135.357422
	Iteration 9Q: 3 clusters Score -3866274 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3867250.000000 Penalty: 5135.357422
	Iteration 10Q: 3 clusters Score -3867250 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3868246.250000 Penalty: 5135.357422
	Iteration 11Q: 3 clusters Score -3868246 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3869282.750000 Penalty: 5135.357422
	Iteration 12Q: 3 clusters Score -3869283 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3870212.250000 Penalty: 5135.357422
	Iteration 13Q: 3 clusters Score -3870212 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3871052.000000 Penalty: 5135.357422
	Iteration 14Q: 3 clusters Score -3871052 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3871731.500000 Penalty: 5135.357422
	Iteration 15Q: 3 clusters Score -3871732 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3872252.750000 Penalty: 5135.357422
	Iteration 16Q: 3 clusters Score -3872253 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3872613.250000 Penalty: 5135.357422
	Iteration 17Q: 3 clusters Score -3872613 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3872859.750000 Penalty: 5135.357422
	Iteration 18Q: 3 clusters Score -3872860 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3873039.000000 Penalty: 5135.357422
	Iteration 19Q: 3 clusters Score -3873039 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3873154.250000 Penalty: 5135.357422
	Iteration 20F: 3 clusters Score -3873154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3873213.250000 Penalty: 5135.357422
	Iteration 21Q: 3 clusters Score -3873213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3873256.500000 Penalty: 5135.357422
	Iteration 22Q: 3 clusters Score -3873256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3873289.250000 Penalty: 5135.357422
	Iteration 23Q: 3 clusters Score -3873289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3873311.750000 Penalty: 5135.357422
	Iteration 24Q: 3 clusters Score -3873312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3873340.500000 Penalty: 5135.357422
	Iteration 25Q: 3 clusters Score -3873340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3873352.250000 Penalty: 5135.357422
	Iteration 26Q: 3 clusters Score -3873352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3873364.500000 Penalty: 5135.357422
	Iteration 27Q: 3 clusters Score -3873364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3873376.500000 Penalty: 5135.357422
	Iteration 28Q: 3 clusters Score -3873376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3873382.250000 Penalty: 5135.357422
	Iteration 29Q: 3 clusters Score -3873382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3873388.000000 Penalty: 5135.357422
	Iteration 30Q: 3 clusters Score -3873388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3873390.750000 Penalty: 5135.357422
	Iteration 31Q: 3 clusters Score -3873391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3873393.500000 Penalty: 5135.357422
	Iteration 32Q: 3 clusters Score -3873394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3873392.250000 Penalty: 5135.357422
	Iteration 33Q: 3 clusters Score -3873392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3873394.000000 Penalty: 5135.357422
	Iteration 34Q: 3 clusters Score -3873394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3873393.750000 Penalty: 5135.357422
	Iteration 35Q: 3 clusters Score -3873394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3873405.000000 Penalty: 5135.357422
	Iteration 36Q: 3 clusters Score -3873405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3873409.000000 Penalty: 5135.357422
	Iteration 37Q: 3 clusters Score -3873409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3873416.500000 Penalty: 5135.357422
	Iteration 38Q: 3 clusters Score -3873416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3873416.500000 Penalty: 5135.357422
	Iteration 39F: 3 clusters Score -3873416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -113309.937500 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -113309.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111394.664062 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -111394.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111796.148438 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -111796.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111916.351562 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -111916.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111968.171875 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -111968.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -111987.523438 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -111987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112002.523438 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -112002.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112022.304688 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -112022.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112047.523438 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -112047.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112066.968750 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -112067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112075.757812 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -112075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112093.578125 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -112093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112106.640625 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -112106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112110.718750 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -112110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112113.679688 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -112113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -112114.335938 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -112114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -112114.335938 Penalty: 3425.750488
	Iteration 15F: 3 clusters Score -112114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 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 456 members 
Entering Unmasked Estep 
Score: -96035.304688 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96035.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -96447.000000 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96447 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96701.554688 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96701.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96957.968750 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96957.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97101.484375 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -97101.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -97239.882812 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97239.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97387.562500 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97387.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97417.125000 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97417.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97439.390625 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97439.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97453.445312 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97453.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -97455.226562 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97455.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97457.968750 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97457.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97460.539062 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97460.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -97464.312500 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97464.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97465.742188 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97465.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97467.664062 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97467.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97472.046875 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -97472.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97472.960938 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -97472.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97472.960938 Penalty: 3376.735596
	Iteration 18F: 3 clusters Score -97472.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -776325.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -776325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -770734.437500 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -770734.4 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -772249.687500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -772249.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -772602.812500 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -772602.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -772914.750000 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -772914.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -773253.500000 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -773253.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -773674.000000 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -773674 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -774133.375000 Penalty: 4366.722168
	Iteration 6F: 3 clusters Score -774133.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -774490.812500 Penalty: 4366.722168
	Iteration 7F: 3 clusters Score -774490.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -774756.187500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -774756.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -774948.750000 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -774948.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -775070.062500 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -775070.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -775145.750000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -775145.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -775201.500000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -775201.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -775239.125000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -775239.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -775277.312500 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -775277.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -775311.562500 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -775311.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -775342.625000 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -775342.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -775367.000000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -775367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -775383.375000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -775383.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -775402.250000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -775402.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -775414.125000 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -775414.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -775425.375000 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -775425.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -775436.500000 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -775436.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -775441.062500 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -775441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -775448.000000 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -775448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -775448.812500 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -775448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -775450.875000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -775450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -775451.625000 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -775451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -775451.625000 Penalty: 4366.722168
	Iteration 28F: 3 clusters Score -775451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (193131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193131 members 
Entering Unmasked Estep 
Score: -23864286.000000 Penalty: 3018.438721
	Iteration 0F: 2 clusters Score -2.386429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -23743398.000000 Penalty: 6036.877441
	Iteration 0F: 3 clusters Score -2.37434e+07 nChanged 92885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 100671 members 
Entering Unmasked Estep 
Score: -23797986.000000 Penalty: 6036.877441
	Iteration 1F: 3 clusters Score -2.379799e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -23799596.000000 Penalty: 6036.877441
	Iteration 2Q: 3 clusters Score -2.37996e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -23801628.000000 Penalty: 6036.877441
	Iteration 3Q: 3 clusters Score -2.380163e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -23805132.000000 Penalty: 6036.877441
	Iteration 4Q: 3 clusters Score -2.380513e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 123197 members 
Entering Unmasked Estep 
Score: -23810936.000000 Penalty: 6036.877441
	Iteration 5F: 3 clusters Score -2.381094e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -23819890.000000 Penalty: 6036.877441
	Iteration 6F: 3 clusters Score -2.381989e+07 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -23832580.000000 Penalty: 6036.877441
	Iteration 7F: 3 clusters Score -2.383258e+07 nChanged 15528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -23844846.000000 Penalty: 6036.877441
	Iteration 8F: 3 clusters Score -2.384485e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 178642 members 
Entering Unmasked Estep 
Score: -23853750.000000 Penalty: 6036.877441
	Iteration 9F: 3 clusters Score -2.385375e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 186040 members 
Entering Unmasked Estep 
Score: -23858106.000000 Penalty: 6036.877441
	Iteration 10Q: 3 clusters Score -2.385811e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 189765 members 
Entering Unmasked Estep 
Score: -23860326.000000 Penalty: 6036.877441
	Iteration 11Q: 3 clusters Score -2.386033e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 191379 members 
Entering Unmasked Estep 
Score: -23861200.000000 Penalty: 6036.877441
	Iteration 12Q: 3 clusters Score -2.38612e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 191992 members 
Entering Unmasked Estep 
Score: -23861458.000000 Penalty: 6036.877441
	Iteration 13Q: 3 clusters Score -2.386146e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 192275 members 
Entering Unmasked Estep 
Score: -23861660.000000 Penalty: 6036.877441
	Iteration 14Q: 3 clusters Score -2.386166e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 192401 members 
Entering Unmasked Estep 
Score: -23861750.000000 Penalty: 6036.877441
	Iteration 15Q: 3 clusters Score -2.386175e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 192475 members 
Entering Unmasked Estep 
Score: -23861804.000000 Penalty: 6036.877441
	Iteration 16Q: 3 clusters Score -2.38618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 192518 members 
Entering Unmasked Estep 
Score: -23861860.000000 Penalty: 6036.877441
	Iteration 17Q: 3 clusters Score -2.386186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 192550 members 
Entering Unmasked Estep 
Score: -23861896.000000 Penalty: 6036.877441
	Iteration 18Q: 3 clusters Score -2.38619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 192572 members 
Entering Unmasked Estep 
Score: -23861894.000000 Penalty: 6036.877441
	Iteration 19Q: 3 clusters Score -2.386189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 192583 members 
Entering Unmasked Estep 
Score: -23861900.000000 Penalty: 6036.877441
	Iteration 20F: 3 clusters Score -2.38619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 192592 members 
Entering Unmasked Estep 
Score: -23861886.000000 Penalty: 6036.877441
	Iteration 21Q: 3 clusters Score -2.386189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 192601 members 
Entering Unmasked Estep 
Score: -23861884.000000 Penalty: 6036.877441
	Iteration 22Q: 3 clusters Score -2.386188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 192606 members 
Entering Unmasked Estep 
Score: -23861878.000000 Penalty: 6036.877441
	Iteration 23Q: 3 clusters Score -2.386188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 192618 members 
Entering Unmasked Estep 
Score: -23861886.000000 Penalty: 6036.877441
	Iteration 24Q: 3 clusters Score -2.386189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 192622 members 
Entering Unmasked Estep 
Score: -23861902.000000 Penalty: 6036.877441
	Iteration 25Q: 3 clusters Score -2.38619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -23861918.000000 Penalty: 6036.877441
	Iteration 26Q: 3 clusters Score -2.386192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 192626 members 
Entering Unmasked Estep 
Score: -23861912.000000 Penalty: 6036.877441
	Iteration 27Q: 3 clusters Score -2.386191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -23861912.000000 Penalty: 6036.877441
	Iteration 28Q: 3 clusters Score -2.386191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -23861906.000000 Penalty: 6036.877441
	Iteration 29Q: 3 clusters Score -2.386191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 192625 members 
Entering Unmasked Estep 
Score: -23861898.000000 Penalty: 6036.877441
	Iteration 30Q: 3 clusters Score -2.38619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 192629 members 
Entering Unmasked Estep 
Score: -23861892.000000 Penalty: 6036.877441
	Iteration 31Q: 3 clusters Score -2.386189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 192629 members 
Entering Unmasked Estep 
Score: -23861892.000000 Penalty: 6036.877441
	Iteration 32F: 3 clusters Score -2.386189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 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 212 members 
Entering Unmasked Estep 
Score: -41732.132812 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41732.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41880.683594 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41880.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41945.468750 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -41945.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41981.074219 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -41981.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42032.039062 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42032.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42041.187500 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42041.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42043.585938 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42043.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -42051.101562 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42056.953125 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -42056.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42059.453125 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -42059.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42059.453125 Penalty: 2993.598877
	Iteration 10F: 3 clusters Score -42059.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (204154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204154 members 
Entering Unmasked Estep 
Score: -25169424.000000 Penalty: 3032.204346
	Iteration 0F: 2 clusters Score -2.516942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -25040132.000000 Penalty: 6064.408691
	Iteration 0F: 3 clusters Score -2.504013e+07 nChanged 98313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -25097568.000000 Penalty: 6064.408691
	Iteration 1F: 3 clusters Score -2.509757e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -25098610.000000 Penalty: 6064.408691
	Iteration 2Q: 3 clusters Score -2.509861e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 90144 members 
Entering Unmasked Estep 
Score: -25100034.000000 Penalty: 6064.408691
	Iteration 3Q: 3 clusters Score -2.510003e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -25102828.000000 Penalty: 6064.408691
	Iteration 4Q: 3 clusters Score -2.510283e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -25108104.000000 Penalty: 6064.408691
	Iteration 5Q: 3 clusters Score -2.51081e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -25117920.000000 Penalty: 6064.408691
	Iteration 6F: 3 clusters Score -2.511792e+07 nChanged 17861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162136 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -25132698.000000 Penalty: 6064.408691
	Iteration 7F: 3 clusters Score -2.51327e+07 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180734 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -25148798.000000 Penalty: 6064.408691
	Iteration 8F: 3 clusters Score -2.51488e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194536 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -25159786.000000 Penalty: 6064.408691
	Iteration 9F: 3 clusters Score -2.515979e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201109 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -25164386.000000 Penalty: 6064.408691
	Iteration 10Q: 3 clusters Score -2.516439e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203276 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25165970.000000 Penalty: 6064.408691
	Iteration 11Q: 3 clusters Score -2.516597e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203799 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25166422.000000 Penalty: 6064.408691
	Iteration 12Q: 3 clusters Score -2.516642e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203914 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -25166558.000000 Penalty: 6064.408691
	Iteration 13Q: 3 clusters Score -2.516656e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203938 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25166614.000000 Penalty: 6064.408691
	Iteration 14Q: 3 clusters Score -2.516661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203951 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25166670.000000 Penalty: 6064.408691
	Iteration 15Q: 3 clusters Score -2.516667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203960 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25166692.000000 Penalty: 6064.408691
	Iteration 16Q: 3 clusters Score -2.516669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203962 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25166702.000000 Penalty: 6064.408691
	Iteration 17Q: 3 clusters Score -2.51667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203960 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25166714.000000 Penalty: 6064.408691
	Iteration 18Q: 3 clusters Score -2.516671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203961 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25166708.000000 Penalty: 6064.408691
	Iteration 19Q: 3 clusters Score -2.516671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203958 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25166710.000000 Penalty: 6064.408691
	Iteration 20F: 3 clusters Score -2.516671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203957 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25166710.000000 Penalty: 6064.408691
	Iteration 21Q: 3 clusters Score -2.516671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203957 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25166710.000000 Penalty: 6064.408691
	Iteration 22F: 3 clusters Score -2.516671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2110 members 
Mstep: Class 3 contains 185119 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 199062 members 
Mstep: Class 7 contains 71210 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 43441 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 122291 members 
Mstep: Class 13 contains 71205 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 74483 members 
Mstep: Class 16 contains 83769 members 
Mstep: Class 17 contains 125396 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 21336 members 
Mstep: Class 21 contains 1261 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85640 members 
Mstep: Class 24 contains 31368 members 
Mstep: Class 25 contains 999 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 193131 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 359Q: 32 clusters Score -1.947515e+08 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 185218 members 
Mstep: Class 4 contains 8581 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198931 members 
Mstep: Class 7 contains 70969 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 7079 members 
Mstep: Class 12 contains 124515 members 
Mstep: Class 13 contains 70858 members 
Mstep: Class 14 contains 5222 members 
Mstep: Class 15 contains 74021 members 
Mstep: Class 16 contains 83407 members 
Mstep: Class 17 contains 124694 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 11197 members 
Mstep: Class 20 contains 21257 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 86618 members 
Mstep: Class 24 contains 31492 members 
Mstep: Class 25 contains 1000 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 193010 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204165 members 
Mstep: Class 31 contains 40663 members 
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Iteration 360F: 32 clusters Score -1.94753e+08 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2109 members 
Mstep: Class 3 contains 185397 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198761 members 
Mstep: Class 7 contains 70735 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 3011 members 
Mstep: Class 10 contains 43110 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 126315 members 
Mstep: Class 13 contains 70517 members 
Mstep: Class 14 contains 5279 members 
Mstep: Class 15 contains 73596 members 
Mstep: Class 16 contains 83069 members 
Mstep: Class 17 contains 123984 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 21177 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85860 members 
Mstep: Class 24 contains 31597 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 192898 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204363 members 
Mstep: Class 31 contains 41774 members 
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Iteration 361Q: 32 clusters Score -1.947537e+08 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2106 members 
Mstep: Class 3 contains 185576 members 
Mstep: Class 4 contains 8474 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198564 members 
Mstep: Class 7 contains 70516 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 42973 members 
Mstep: Class 11 contains 7047 members 
Mstep: Class 12 contains 128290 members 
Mstep: Class 13 contains 70208 members 
Mstep: Class 14 contains 5297 members 
Mstep: Class 15 contains 73228 members 
Mstep: Class 16 contains 82709 members 
Mstep: Class 17 contains 123267 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 11151 members 
Mstep: Class 20 contains 21107 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 85144 members 
Mstep: Class 24 contains 31702 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6652 members 
Mstep: Class 28 contains 192791 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204558 members 
Mstep: Class 31 contains 42596 members 
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Iteration 362Q: 32 clusters Score -1.947541e+08 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2107 members 
Mstep: Class 3 contains 185774 members 
Mstep: Class 4 contains 8441 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198316 members 
Mstep: Class 7 contains 70302 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 42856 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 130296 members 
Mstep: Class 13 contains 69905 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 72923 members 
Mstep: Class 16 contains 82381 members 
Mstep: Class 17 contains 122530 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 11141 members 
Mstep: Class 20 contains 21052 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 84417 members 
Mstep: Class 24 contains 31814 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 192650 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204757 members 
Mstep: Class 31 contains 43313 members 
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Iteration 363Q: 32 clusters Score -1.947557e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2114 members 
Mstep: Class 3 contains 185864 members 
Mstep: Class 4 contains 8425 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 198165 members 
Mstep: Class 7 contains 70086 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 3002 members 
Mstep: Class 10 contains 42733 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 132348 members 
Mstep: Class 13 contains 69631 members 
Mstep: Class 14 contains 5298 members 
Mstep: Class 15 contains 72572 members 
Mstep: Class 16 contains 82035 members 
Mstep: Class 17 contains 121806 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 11130 members 
Mstep: Class 20 contains 20992 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83662 members 
Mstep: Class 24 contains 31925 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 192506 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205006 members 
Mstep: Class 31 contains 44012 members 
Entering Unmasked Estep 
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Iteration 364Q: 32 clusters Score -1.947561e+08 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 185889 members 
Mstep: Class 4 contains 8402 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 198061 members 
Mstep: Class 7 contains 69886 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 11 contains 7016 members 
Mstep: Class 12 contains 134444 members 
Mstep: Class 13 contains 69350 members 
Mstep: Class 14 contains 5284 members 
Mstep: Class 15 contains 72236 members 
Mstep: Class 16 contains 81680 members 
Mstep: Class 17 contains 121105 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 83046 members 
Mstep: Class 24 contains 32030 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6638 members 
Mstep: Class 28 contains 192424 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205151 members 
Mstep: Class 31 contains 44581 members 
Entering Unmasked Estep 
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Iteration 365Q: 32 clusters Score -1.947565e+08 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 185944 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197972 members 
Mstep: Class 7 contains 69660 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 12 contains 136627 members 
Mstep: Class 13 contains 69109 members 
Mstep: Class 14 contains 5268 members 
Mstep: Class 15 contains 71904 members 
Mstep: Class 16 contains 81323 members 
Mstep: Class 17 contains 120440 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 20856 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 82456 members 
Mstep: Class 24 contains 32147 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 192318 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205121 members 
Mstep: Class 31 contains 45097 members 
Entering Unmasked Estep 
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Iteration 366Q: 32 clusters Score -1.947567e+08 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2118 members 
Mstep: Class 3 contains 186009 members 
Mstep: Class 4 contains 8392 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197903 members 
Mstep: Class 7 contains 69453 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 138816 members 
Mstep: Class 13 contains 68810 members 
Mstep: Class 14 contains 5255 members 
Mstep: Class 15 contains 71586 members 
Mstep: Class 16 contains 80924 members 
Mstep: Class 17 contains 119763 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 11073 members 
Mstep: Class 20 contains 20815 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81936 members 
Mstep: Class 24 contains 32257 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 192239 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205071 members 
Mstep: Class 31 contains 45540 members 
Entering Unmasked Estep 
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Iteration 367Q: 32 clusters Score -1.947582e+08 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2111 members 
Mstep: Class 3 contains 186074 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197842 members 
Mstep: Class 7 contains 69263 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 42274 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 141007 members 
Mstep: Class 13 contains 68507 members 
Mstep: Class 14 contains 5238 members 
Mstep: Class 15 contains 71251 members 
Mstep: Class 16 contains 80547 members 
Mstep: Class 17 contains 119078 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 11062 members 
Mstep: Class 20 contains 20790 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81448 members 
Mstep: Class 24 contains 32364 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 192165 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 205014 members 
Mstep: Class 31 contains 45946 members 
Entering Unmasked Estep 
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Iteration 368Q: 32 clusters Score -1.947591e+08 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2105 members 
Mstep: Class 3 contains 186128 members 
Mstep: Class 4 contains 8367 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197780 members 
Mstep: Class 7 contains 69058 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 143155 members 
Mstep: Class 13 contains 68169 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 70974 members 
Mstep: Class 16 contains 80172 members 
Mstep: Class 17 contains 118387 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 11041 members 
Mstep: Class 20 contains 20738 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 81014 members 
Mstep: Class 24 contains 32474 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 192126 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204978 members 
Mstep: Class 31 contains 46333 members 
Entering Unmasked Estep 
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Iteration 369Q: 32 clusters Score -1.947594e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 186178 members 
Mstep: Class 4 contains 8341 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197743 members 
Mstep: Class 7 contains 68844 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 42063 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 145371 members 
Mstep: Class 13 contains 67826 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 70693 members 
Mstep: Class 16 contains 79840 members 
Mstep: Class 17 contains 117626 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 11016 members 
Mstep: Class 20 contains 20713 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80558 members 
Mstep: Class 24 contains 32574 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 192077 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204963 members 
Mstep: Class 31 contains 46704 members 
Entering Unmasked Estep 
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Iteration 370Q: 32 clusters Score -1.947601e+08 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 186218 members 
Mstep: Class 4 contains 8337 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197770 members 
Mstep: Class 7 contains 68614 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 41949 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 147643 members 
Mstep: Class 13 contains 67478 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 70433 members 
Mstep: Class 16 contains 79514 members 
Mstep: Class 17 contains 116818 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 10995 members 
Mstep: Class 20 contains 20671 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80130 members 
Mstep: Class 24 contains 32683 members 
Mstep: Class 25 contains 1002 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 192023 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204841 members 
Mstep: Class 31 contains 47060 members 
Entering Unmasked Estep 
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Iteration 371Q: 32 clusters Score -1.947598e+08 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 186203 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197818 members 
Mstep: Class 7 contains 68386 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 41860 members 
Mstep: Class 11 contains 6924 members 
Mstep: Class 12 contains 149772 members 
Mstep: Class 13 contains 67126 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 70147 members 
Mstep: Class 16 contains 79205 members 
Mstep: Class 17 contains 116054 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 10985 members 
Mstep: Class 20 contains 20626 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79693 members 
Mstep: Class 24 contains 32782 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 191969 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204875 members 
Mstep: Class 31 contains 47408 members 
Entering Unmasked Estep 
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Iteration 372Q: 32 clusters Score -1.94761e+08 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2100 members 
Mstep: Class 3 contains 186231 members 
Mstep: Class 4 contains 8304 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197813 members 
Mstep: Class 7 contains 68159 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 41784 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 152011 members 
Mstep: Class 13 contains 66790 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 69848 members 
Mstep: Class 16 contains 78878 members 
Mstep: Class 17 contains 115292 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 10982 members 
Mstep: Class 20 contains 20585 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79323 members 
Mstep: Class 24 contains 32876 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 191884 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204810 members 
Mstep: Class 31 contains 47719 members 
Entering Unmasked Estep 
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Iteration 373Q: 32 clusters Score -1.947614e+08 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 186255 members 
Mstep: Class 4 contains 8282 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 197668 members 
Mstep: Class 7 contains 67950 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 41697 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 154323 members 
Mstep: Class 13 contains 66427 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 69553 members 
Mstep: Class 16 contains 78544 members 
Mstep: Class 17 contains 114554 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 20552 members 
Mstep: Class 21 contains 1251 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78980 members 
Mstep: Class 24 contains 32960 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 191834 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204762 members 
Mstep: Class 31 contains 48033 members 
Entering Unmasked Estep 
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Iteration 374Q: 32 clusters Score -1.947609e+08 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2104 members 
Mstep: Class 3 contains 186273 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 197608 members 
Mstep: Class 7 contains 67734 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 41593 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 156761 members 
Mstep: Class 13 contains 66056 members 
Mstep: Class 14 contains 5041 members 
Mstep: Class 15 contains 69262 members 
Mstep: Class 16 contains 78179 members 
Mstep: Class 17 contains 113831 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 10959 members 
Mstep: Class 20 contains 20507 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78641 members 
Mstep: Class 24 contains 33056 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 191767 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204521 members 
Mstep: Class 31 contains 48392 members 
Entering Unmasked Estep 
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Iteration 375Q: 32 clusters Score -1.947614e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 186304 members 
Mstep: Class 4 contains 8227 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 197512 members 
Mstep: Class 7 contains 67470 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 41468 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 159257 members 
Mstep: Class 13 contains 65707 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 68957 members 
Mstep: Class 16 contains 77825 members 
Mstep: Class 17 contains 113128 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 10951 members 
Mstep: Class 20 contains 20469 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78285 members 
Mstep: Class 24 contains 33158 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 191727 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 204218 members 
Mstep: Class 31 contains 48768 members 
Entering Unmasked Estep 
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Iteration 376Q: 32 clusters Score -1.947621e+08 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2116 members 
Mstep: Class 3 contains 186261 members 
Mstep: Class 4 contains 8205 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 197394 members 
Mstep: Class 7 contains 67192 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 41359 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 161821 members 
Mstep: Class 13 contains 65370 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 68638 members 
Mstep: Class 16 contains 77440 members 
Mstep: Class 17 contains 112439 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 10941 members 
Mstep: Class 20 contains 20440 members 
Mstep: Class 21 contains 1253 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77972 members 
Mstep: Class 24 contains 33259 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 191686 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 203895 members 
Mstep: Class 31 contains 49150 members 
Entering Unmasked Estep 
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Iteration 377Q: 32 clusters Score -1.947625e+08 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 186262 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 197192 members 
Mstep: Class 7 contains 66915 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 3002 members 
Mstep: Class 10 contains 41228 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 164480 members 
Mstep: Class 13 contains 65038 members 
Mstep: Class 14 contains 4958 members 
Mstep: Class 15 contains 68351 members 
Mstep: Class 16 contains 77056 members 
Mstep: Class 17 contains 111702 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 10945 members 
Mstep: Class 20 contains 20388 members 
Mstep: Class 21 contains 1252 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77697 members 
Mstep: Class 24 contains 33344 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6659 members 
Mstep: Class 28 contains 191717 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 203459 members 
Mstep: Class 31 contains 49528 members 
Entering Unmasked Estep 
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Iteration 378Q: 32 clusters Score -1.947642e+08 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 186282 members 
Mstep: Class 4 contains 8155 members 
Mstep: Class 5 contains 750 members 
Mstep: Class 6 contains 196964 members 
Mstep: Class 7 contains 66632 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 41094 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 167143 members 
Mstep: Class 13 contains 64700 members 
Mstep: Class 14 contains 4935 members 
Mstep: Class 15 contains 68066 members 
Mstep: Class 16 contains 76679 members 
Mstep: Class 17 contains 110966 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 10942 members 
Mstep: Class 20 contains 20351 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77443 members 
Mstep: Class 24 contains 33431 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6663 members 
Mstep: Class 28 contains 191733 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 202999 members 
Mstep: Class 31 contains 49930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764304.000000 Penalty: 109883.875000
Iteration 379Q: 32 clusters Score -1.947643e+08 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2154 members 
Mstep: Class 3 contains 186320 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 751 members 
Mstep: Class 6 contains 196830 members 
Mstep: Class 7 contains 66355 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 40943 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 169788 members 
Mstep: Class 13 contains 64342 members 
Mstep: Class 14 contains 4913 members 
Mstep: Class 15 contains 67747 members 
Mstep: Class 16 contains 76303 members 
Mstep: Class 17 contains 110267 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 10945 members 
Mstep: Class 20 contains 20306 members 
Mstep: Class 21 contains 1248 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77193 members 
Mstep: Class 24 contains 33521 members 
Mstep: Class 25 contains 1003 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 191726 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 202450 members 
Mstep: Class 31 contains 50357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765360.000000 Penalty: 109883.875000
Iteration 380F: 32 clusters Score -1.947654e+08 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 186525 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 196711 members 
Mstep: Class 7 contains 66067 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 40810 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 172323 members 
Mstep: Class 13 contains 63960 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 67369 members 
Mstep: Class 16 contains 75915 members 
Mstep: Class 17 contains 109576 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 10927 members 
Mstep: Class 20 contains 20282 members 
Mstep: Class 21 contains 1249 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76964 members 
Mstep: Class 24 contains 33620 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 191673 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 201879 members 
Mstep: Class 31 contains 50818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765712.000000 Penalty: 109883.875000
Iteration 381Q: 32 clusters Score -1.947657e+08 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2180 members 
Mstep: Class 3 contains 186772 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196594 members 
Mstep: Class 7 contains 65777 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 40674 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 174672 members 
Mstep: Class 13 contains 63595 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 67013 members 
Mstep: Class 16 contains 75520 members 
Mstep: Class 17 contains 108872 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 10918 members 
Mstep: Class 20 contains 20227 members 
Mstep: Class 21 contains 1247 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76731 members 
Mstep: Class 24 contains 33710 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 191616 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 201471 members 
Mstep: Class 31 contains 51313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766160.000000 Penalty: 109883.875000
Iteration 382Q: 32 clusters Score -1.947662e+08 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 187136 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 196434 members 
Mstep: Class 7 contains 65431 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 40533 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 176881 members 
Mstep: Class 13 contains 63201 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 66628 members 
Mstep: Class 16 contains 75136 members 
Mstep: Class 17 contains 108207 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 10909 members 
Mstep: Class 20 contains 20180 members 
Mstep: Class 21 contains 1242 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76504 members 
Mstep: Class 24 contains 33805 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 191589 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 201143 members 
Mstep: Class 31 contains 51822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766272.000000 Penalty: 109883.875000
Iteration 383Q: 32 clusters Score -1.947663e+08 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 187529 members 
Mstep: Class 4 contains 8073 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 196324 members 
Mstep: Class 7 contains 65119 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 40391 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 179034 members 
Mstep: Class 13 contains 62803 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 66280 members 
Mstep: Class 16 contains 74766 members 
Mstep: Class 17 contains 107534 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 10902 members 
Mstep: Class 20 contains 20140 members 
Mstep: Class 21 contains 1239 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76280 members 
Mstep: Class 24 contains 33907 members 
Mstep: Class 25 contains 1004 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 191502 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 200762 members 
Mstep: Class 31 contains 52349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766000.000000 Penalty: 109883.875000
Iteration 384Q: 32 clusters Score -1.94766e+08 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 187815 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196204 members 
Mstep: Class 7 contains 64862 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 40255 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 181172 members 
Mstep: Class 13 contains 62440 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 65959 members 
Mstep: Class 16 contains 74340 members 
Mstep: Class 17 contains 106887 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 10893 members 
Mstep: Class 20 contains 20125 members 
Mstep: Class 21 contains 1239 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76096 members 
Mstep: Class 24 contains 34001 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 191402 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 200362 members 
Mstep: Class 31 contains 52866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766992.000000 Penalty: 109883.875000
Iteration 385Q: 32 clusters Score -1.94767e+08 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 188102 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196098 members 
Mstep: Class 7 contains 64606 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 40125 members 
Mstep: Class 11 contains 6741 members 
Mstep: Class 12 contains 183208 members 
Mstep: Class 13 contains 62092 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 65661 members 
Mstep: Class 16 contains 73893 members 
Mstep: Class 17 contains 106303 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 20103 members 
Mstep: Class 21 contains 1237 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75922 members 
Mstep: Class 24 contains 34108 members 
Mstep: Class 25 contains 1005 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 191310 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 199931 members 
Mstep: Class 31 contains 53405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766864.000000 Penalty: 109883.875000
Iteration 386Q: 32 clusters Score -1.947669e+08 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 188349 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 195980 members 
Mstep: Class 7 contains 64360 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 40003 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 185104 members 
Mstep: Class 13 contains 61785 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 65353 members 
Mstep: Class 16 contains 73438 members 
Mstep: Class 17 contains 105703 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 10875 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 21 contains 1237 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75806 members 
Mstep: Class 24 contains 34195 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 191279 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 199583 members 
Mstep: Class 31 contains 53948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 387Q: 32 clusters Score -1.947669e+08 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 188631 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 195902 members 
Mstep: Class 7 contains 64126 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 39874 members 
Mstep: Class 11 contains 6726 members 
Mstep: Class 12 contains 186880 members 
Mstep: Class 13 contains 61465 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 65063 members 
Mstep: Class 16 contains 73001 members 
Mstep: Class 17 contains 105111 members 
Mstep: Class 18 contains 2533 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 20049 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75711 members 
Mstep: Class 24 contains 34288 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6644 members 
Mstep: Class 28 contains 191210 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 199207 members 
Mstep: Class 31 contains 54522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 388Q: 32 clusters Score -1.947675e+08 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 188869 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 195844 members 
Mstep: Class 7 contains 63885 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 39765 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 188570 members 
Mstep: Class 13 contains 61164 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 64801 members 
Mstep: Class 16 contains 72562 members 
Mstep: Class 17 contains 104502 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 20017 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75580 members 
Mstep: Class 24 contains 34382 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 191170 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 198871 members 
Mstep: Class 31 contains 55122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767632.000000 Penalty: 109883.875000
Iteration 389Q: 32 clusters Score -1.947676e+08 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2237 members 
Mstep: Class 3 contains 189127 members 
Mstep: Class 4 contains 7945 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 195776 members 
Mstep: Class 7 contains 63642 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 39671 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 190052 members 
Mstep: Class 13 contains 60874 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 64544 members 
Mstep: Class 16 contains 72141 members 
Mstep: Class 17 contains 103894 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 10845 members 
Mstep: Class 20 contains 19984 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75452 members 
Mstep: Class 24 contains 34457 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 191129 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 198694 members 
Mstep: Class 31 contains 55727 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 390Q: 32 clusters Score -1.947676e+08 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2249 members 
Mstep: Class 3 contains 189451 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195770 members 
Mstep: Class 7 contains 63408 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 39609 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 191399 members 
Mstep: Class 13 contains 60581 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 64273 members 
Mstep: Class 16 contains 71734 members 
Mstep: Class 17 contains 103300 members 
Mstep: Class 18 contains 2520 members 
Mstep: Class 19 contains 10842 members 
Mstep: Class 20 contains 19951 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75301 members 
Mstep: Class 24 contains 34521 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6646 members 
Mstep: Class 28 contains 191078 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 198474 members 
Mstep: Class 31 contains 56383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767856.000000 Penalty: 109883.875000
Iteration 391Q: 32 clusters Score -1.947679e+08 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 189727 members 
Mstep: Class 4 contains 7923 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195816 members 
Mstep: Class 7 contains 63202 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 39570 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 192707 members 
Mstep: Class 13 contains 60278 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 64051 members 
Mstep: Class 16 contains 71341 members 
Mstep: Class 17 contains 102724 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 19915 members 
Mstep: Class 21 contains 1230 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75147 members 
Mstep: Class 24 contains 34583 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 191011 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 198168 members 
Mstep: Class 31 contains 57053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767504.000000 Penalty: 109883.875000
Iteration 392Q: 32 clusters Score -1.947675e+08 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 189977 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195838 members 
Mstep: Class 7 contains 63010 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 39528 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 193943 members 
Mstep: Class 13 contains 59945 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 63826 members 
Mstep: Class 16 contains 70988 members 
Mstep: Class 17 contains 102160 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 10848 members 
Mstep: Class 20 contains 19871 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75003 members 
Mstep: Class 24 contains 34659 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 190956 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 197907 members 
Mstep: Class 31 contains 57721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767056.000000 Penalty: 109883.875000
Iteration 393Q: 32 clusters Score -1.947671e+08 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2291 members 
Mstep: Class 3 contains 190313 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195854 members 
Mstep: Class 7 contains 62808 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 39497 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 195121 members 
Mstep: Class 13 contains 59628 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 63599 members 
Mstep: Class 16 contains 70603 members 
Mstep: Class 17 contains 101679 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 10856 members 
Mstep: Class 20 contains 19832 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74870 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 1006 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 190919 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 197523 members 
Mstep: Class 31 contains 58397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767216.000000 Penalty: 109883.875000
Iteration 394Q: 32 clusters Score -1.947672e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 190559 members 
Mstep: Class 4 contains 7900 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195875 members 
Mstep: Class 7 contains 62614 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 39459 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 196208 members 
Mstep: Class 13 contains 59305 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 63418 members 
Mstep: Class 16 contains 70245 members 
Mstep: Class 17 contains 101208 members 
Mstep: Class 18 contains 2510 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 19802 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74769 members 
Mstep: Class 24 contains 34791 members 
Mstep: Class 25 contains 1008 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 190904 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 197200 members 
Mstep: Class 31 contains 59041 members 
Entering Unmasked Estep 
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Iteration 395Q: 32 clusters Score -1.947677e+08 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 190842 members 
Mstep: Class 4 contains 7872 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195867 members 
Mstep: Class 7 contains 62436 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 39420 members 
Mstep: Class 11 contains 6561 members 
Mstep: Class 12 contains 197145 members 
Mstep: Class 13 contains 59025 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 63222 members 
Mstep: Class 16 contains 69867 members 
Mstep: Class 17 contains 100764 members 
Mstep: Class 18 contains 2506 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 19764 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74678 members 
Mstep: Class 24 contains 34859 members 
Mstep: Class 25 contains 1010 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 190906 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 196968 members 
Mstep: Class 31 contains 59669 members 
Entering Unmasked Estep 
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Iteration 396Q: 32 clusters Score -1.947672e+08 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 191103 members 
Mstep: Class 4 contains 7847 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195843 members 
Mstep: Class 7 contains 62285 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 39401 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 198041 members 
Mstep: Class 13 contains 58746 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 63055 members 
Mstep: Class 16 contains 69517 members 
Mstep: Class 17 contains 100333 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 10910 members 
Mstep: Class 20 contains 19748 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74580 members 
Mstep: Class 24 contains 34918 members 
Mstep: Class 25 contains 1012 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6644 members 
Mstep: Class 28 contains 190895 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 196671 members 
Mstep: Class 31 contains 60326 members 
Entering Unmasked Estep 
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Iteration 397Q: 32 clusters Score -1.947678e+08 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 191311 members 
Mstep: Class 4 contains 7821 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195838 members 
Mstep: Class 7 contains 62136 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 39362 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 198877 members 
Mstep: Class 13 contains 58470 members 
Mstep: Class 14 contains 4467 members 
Mstep: Class 15 contains 62871 members 
Mstep: Class 16 contains 69156 members 
Mstep: Class 17 contains 99910 members 
Mstep: Class 18 contains 2502 members 
Mstep: Class 19 contains 10929 members 
Mstep: Class 20 contains 19731 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74492 members 
Mstep: Class 24 contains 34988 members 
Mstep: Class 25 contains 1013 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 190911 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 196501 members 
Mstep: Class 31 contains 60942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767456.000000 Penalty: 109883.875000
Iteration 398Q: 32 clusters Score -1.947675e+08 nChanged 5946
Entering ConstructFrom: 
Score: -194767456.000000 Penalty: 109883.875000
Entering ConstructFrom: 
Trying to split cluster 1 (5860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Entering Unmasked Estep 
Score: -716029.000000 Penalty: 2151.624512
	Iteration 0F: 2 clusters Score -716029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -711003.437500 Penalty: 4303.249023
	Iteration 0F: 3 clusters Score -711003.4 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -712336.875000 Penalty: 4303.249023
	Iteration 1F: 3 clusters Score -712336.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -712581.375000 Penalty: 4303.249023
	Iteration 2F: 3 clusters Score -712581.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -712784.250000 Penalty: 4303.249023
	Iteration 3F: 3 clusters Score -712784.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -712959.250000 Penalty: 4303.249023
	Iteration 4Q: 3 clusters Score -712959.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -713106.500000 Penalty: 4303.249023
	Iteration 5Q: 3 clusters Score -713106.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -713230.750000 Penalty: 4303.249023
	Iteration 6Q: 3 clusters Score -713230.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -713377.437500 Penalty: 4303.249023
	Iteration 7Q: 3 clusters Score -713377.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -713528.562500 Penalty: 4303.249023
	Iteration 8Q: 3 clusters Score -713528.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -713684.750000 Penalty: 4303.249023
	Iteration 9Q: 3 clusters Score -713684.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -713821.250000 Penalty: 4303.249023
	Iteration 10Q: 3 clusters Score -713821.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -713951.687500 Penalty: 4303.249023
	Iteration 11Q: 3 clusters Score -713951.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -714051.312500 Penalty: 4303.249023
	Iteration 12Q: 3 clusters Score -714051.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -714136.437500 Penalty: 4303.249023
	Iteration 13Q: 3 clusters Score -714136.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -714230.875000 Penalty: 4303.249023
	Iteration 14Q: 3 clusters Score -714230.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -714293.312500 Penalty: 4303.249023
	Iteration 15Q: 3 clusters Score -714293.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -714350.375000 Penalty: 4303.249023
	Iteration 16Q: 3 clusters Score -714350.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -714392.812500 Penalty: 4303.249023
	Iteration 17Q: 3 clusters Score -714392.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -714421.250000 Penalty: 4303.249023
	Iteration 18Q: 3 clusters Score -714421.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -714438.312500 Penalty: 4303.249023
	Iteration 19Q: 3 clusters Score -714438.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -714447.875000 Penalty: 4303.249023
	Iteration 20F: 3 clusters Score -714447.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -714457.500000 Penalty: 4303.249023
	Iteration 21Q: 3 clusters Score -714457.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -714461.625000 Penalty: 4303.249023
	Iteration 22Q: 3 clusters Score -714461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -714465.562500 Penalty: 4303.249023
	Iteration 23Q: 3 clusters Score -714465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -714466.375000 Penalty: 4303.249023
	Iteration 24Q: 3 clusters Score -714466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -714468.312500 Penalty: 4303.249023
	Iteration 25Q: 3 clusters Score -714468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -714469.187500 Penalty: 4303.249023
	Iteration 26Q: 3 clusters Score -714469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -714469.187500 Penalty: 4303.249023
	Iteration 27F: 3 clusters Score -714469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -295491.968750 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -295492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -292651.500000 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -292651.5 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -293166.593750 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -293166.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -293318.531250 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -293318.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -293374.843750 Penalty: 3844.731689
	Iteration 3Q: 3 clusters Score -293374.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -293403.562500 Penalty: 3844.731689
	Iteration 4Q: 3 clusters Score -293403.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -293426.812500 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -293426.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -293446.937500 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -293446.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -293459.656250 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -293459.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -293469.812500 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -293469.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -293479.093750 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -293479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -293485.375000 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -293485.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293490.687500 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -293490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -293491.718750 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -293491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -293491.781250 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -293491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -293492.125000 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -293492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -293493.062500 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -293493.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -293493.062500 Penalty: 3844.731689
	Iteration 16F: 3 clusters Score -293493.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Entering Unmasked Estep 
Score: -23696418.000000 Penalty: 3016.471436
	Iteration 0F: 2 clusters Score -2.369642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -23572746.000000 Penalty: 6032.942871
	Iteration 0F: 3 clusters Score -2.357275e+07 nChanged 91813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -23626446.000000 Penalty: 6032.942871
	Iteration 1F: 3 clusters Score -2.362645e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103258 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -23627670.000000 Penalty: 6032.942871
	Iteration 2Q: 3 clusters Score -2.362767e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -23629368.000000 Penalty: 6032.942871
	Iteration 3Q: 3 clusters Score -2.362937e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -23632364.000000 Penalty: 6032.942871
	Iteration 4Q: 3 clusters Score -2.363236e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -23638080.000000 Penalty: 6032.942871
	Iteration 5F: 3 clusters Score -2.363808e+07 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139924 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -23648102.000000 Penalty: 6032.942871
	Iteration 6F: 3 clusters Score -2.36481e+07 nChanged 18139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -23663862.000000 Penalty: 6032.942871
	Iteration 7F: 3 clusters Score -2.366386e+07 nChanged 17053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175102 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -23679436.000000 Penalty: 6032.942871
	Iteration 8F: 3 clusters Score -2.367944e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185872 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -23688718.000000 Penalty: 6032.942871
	Iteration 9F: 3 clusters Score -2.368872e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190035 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23692140.000000 Penalty: 6032.942871
	Iteration 10Q: 3 clusters Score -2.369214e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191105 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -23693156.000000 Penalty: 6032.942871
	Iteration 11Q: 3 clusters Score -2.369316e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191324 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23693448.000000 Penalty: 6032.942871
	Iteration 12Q: 3 clusters Score -2.369345e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191377 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -23693556.000000 Penalty: 6032.942871
	Iteration 13Q: 3 clusters Score -2.369356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191399 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23693594.000000 Penalty: 6032.942871
	Iteration 14Q: 3 clusters Score -2.369359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191406 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23693602.000000 Penalty: 6032.942871
	Iteration 15Q: 3 clusters Score -2.36936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -23693618.000000 Penalty: 6032.942871
	Iteration 16Q: 3 clusters Score -2.369362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23693628.000000 Penalty: 6032.942871
	Iteration 17Q: 3 clusters Score -2.369363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191415 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23693644.000000 Penalty: 6032.942871
	Iteration 18Q: 3 clusters Score -2.369364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23693642.000000 Penalty: 6032.942871
	Iteration 19Q: 3 clusters Score -2.369364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23693646.000000 Penalty: 6032.942871
	Iteration 20F: 3 clusters Score -2.369365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23693662.000000 Penalty: 6032.942871
	Iteration 21Q: 3 clusters Score -2.369366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191420 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -23693656.000000 Penalty: 6032.942871
	Iteration 22Q: 3 clusters Score -2.369366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23693682.000000 Penalty: 6032.942871
	Iteration 23Q: 3 clusters Score -2.369368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23693662.000000 Penalty: 6032.942871
	Iteration 24Q: 3 clusters Score -2.369366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23693662.000000 Penalty: 6032.942871
	Iteration 25F: 3 clusters Score -2.369366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Entering Unmasked Estep 
Score: -885021.250000 Penalty: 2222.386963
	Iteration 0F: 2 clusters Score -885021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -878715.562500 Penalty: 4444.773926
	Iteration 0F: 3 clusters Score -878715.6 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -880516.375000 Penalty: 4444.773926
	Iteration 1F: 3 clusters Score -880516.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -880809.812500 Penalty: 4444.773926
	Iteration 2F: 3 clusters Score -880809.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -881045.062500 Penalty: 4444.773926
	Iteration 3F: 3 clusters Score -881045.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -881263.437500 Penalty: 4444.773926
	Iteration 4Q: 3 clusters Score -881263.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -881481.750000 Penalty: 4444.773926
	Iteration 5Q: 3 clusters Score -881481.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -881694.000000 Penalty: 4444.773926
	Iteration 6Q: 3 clusters Score -881694 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -881893.562500 Penalty: 4444.773926
	Iteration 7Q: 3 clusters Score -881893.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -882079.312500 Penalty: 4444.773926
	Iteration 8Q: 3 clusters Score -882079.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -882227.875000 Penalty: 4444.773926
	Iteration 9Q: 3 clusters Score -882227.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -882360.687500 Penalty: 4444.773926
	Iteration 10Q: 3 clusters Score -882360.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -882454.250000 Penalty: 4444.773926
	Iteration 11Q: 3 clusters Score -882454.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -882536.000000 Penalty: 4444.773926
	Iteration 12Q: 3 clusters Score -882536 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -882615.187500 Penalty: 4444.773926
	Iteration 13Q: 3 clusters Score -882615.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -882707.937500 Penalty: 4444.773926
	Iteration 14Q: 3 clusters Score -882707.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -882801.062500 Penalty: 4444.773926
	Iteration 15Q: 3 clusters Score -882801.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -882897.750000 Penalty: 4444.773926
	Iteration 16Q: 3 clusters Score -882897.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -882976.312500 Penalty: 4444.773926
	Iteration 17Q: 3 clusters Score -882976.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -883027.250000 Penalty: 4444.773926
	Iteration 18Q: 3 clusters Score -883027.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -883082.625000 Penalty: 4444.773926
	Iteration 19Q: 3 clusters Score -883082.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -883120.125000 Penalty: 4444.773926
	Iteration 20F: 3 clusters Score -883120.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -883158.500000 Penalty: 4444.773926
	Iteration 21Q: 3 clusters Score -883158.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -883187.875000 Penalty: 4444.773926
	Iteration 22Q: 3 clusters Score -883187.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -883214.250000 Penalty: 4444.773926
	Iteration 23Q: 3 clusters Score -883214.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -883236.187500 Penalty: 4444.773926
	Iteration 24Q: 3 clusters Score -883236.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -883259.187500 Penalty: 4444.773926
	Iteration 25Q: 3 clusters Score -883259.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -883290.250000 Penalty: 4444.773926
	Iteration 26Q: 3 clusters Score -883290.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -883316.812500 Penalty: 4444.773926
	Iteration 27Q: 3 clusters Score -883316.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -883344.812500 Penalty: 4444.773926
	Iteration 28Q: 3 clusters Score -883344.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -883372.625000 Penalty: 4444.773926
	Iteration 29Q: 3 clusters Score -883372.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -883395.625000 Penalty: 4444.773926
	Iteration 30Q: 3 clusters Score -883395.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -883414.562500 Penalty: 4444.773926
	Iteration 31Q: 3 clusters Score -883414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -883426.312500 Penalty: 4444.773926
	Iteration 32Q: 3 clusters Score -883426.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -883438.250000 Penalty: 4444.773926
	Iteration 33Q: 3 clusters Score -883438.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -883452.937500 Penalty: 4444.773926
	Iteration 34Q: 3 clusters Score -883452.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -883464.312500 Penalty: 4444.773926
	Iteration 35Q: 3 clusters Score -883464.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -883470.187500 Penalty: 4444.773926
	Iteration 36Q: 3 clusters Score -883470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -883474.375000 Penalty: 4444.773926
	Iteration 37Q: 3 clusters Score -883474.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -883480.625000 Penalty: 4444.773926
	Iteration 38Q: 3 clusters Score -883480.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -883486.437500 Penalty: 4444.773926
	Iteration 39Q: 3 clusters Score -883486.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -883491.187500 Penalty: 4444.773926
	Iteration 40F: 3 clusters Score -883491.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -883493.250000 Penalty: 4444.773926
	Iteration 41Q: 3 clusters Score -883493.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -883499.312500 Penalty: 4444.773926
	Iteration 42Q: 3 clusters Score -883499.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -883500.875000 Penalty: 4444.773926
	Iteration 43Q: 3 clusters Score -883500.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -883502.062500 Penalty: 4444.773926
	Iteration 44Q: 3 clusters Score -883502.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -883507.625000 Penalty: 4444.773926
	Iteration 45Q: 3 clusters Score -883507.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -883511.687500 Penalty: 4444.773926
	Iteration 46Q: 3 clusters Score -883511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -883511.937500 Penalty: 4444.773926
	Iteration 47Q: 3 clusters Score -883511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -883513.250000 Penalty: 4444.773926
	Iteration 48Q: 3 clusters Score -883513.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -883514.750000 Penalty: 4444.773926
	Iteration 49Q: 3 clusters Score -883514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -883518.187500 Penalty: 4444.773926
	Iteration 50Q: 3 clusters Score -883518.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -883520.250000 Penalty: 4444.773926
	Iteration 51Q: 3 clusters Score -883520.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -883523.562500 Penalty: 4444.773926
	Iteration 52Q: 3 clusters Score -883523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -883524.312500 Penalty: 4444.773926
	Iteration 53Q: 3 clusters Score -883524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -883524.250000 Penalty: 4444.773926
	Iteration 54Q: 3 clusters Score -883524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -883525.687500 Penalty: 4444.773926
	Iteration 55Q: 3 clusters Score -883525.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -883526.875000 Penalty: 4444.773926
	Iteration 56Q: 3 clusters Score -883526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -883529.812500 Penalty: 4444.773926
	Iteration 57Q: 3 clusters Score -883529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -883528.875000 Penalty: 4444.773926
	Iteration 58Q: 3 clusters Score -883528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -883530.375000 Penalty: 4444.773926
	Iteration 59Q: 3 clusters Score -883530.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -883531.625000 Penalty: 4444.773926
	Iteration 60F: 3 clusters Score -883531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -883532.000000 Penalty: 4444.773926
	Iteration 61Q: 3 clusters Score -883532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -883534.562500 Penalty: 4444.773926
	Iteration 62Q: 3 clusters Score -883534.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -883537.812500 Penalty: 4444.773926
	Iteration 63Q: 3 clusters Score -883537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -883541.937500 Penalty: 4444.773926
	Iteration 64Q: 3 clusters Score -883541.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -883543.750000 Penalty: 4444.773926
	Iteration 65Q: 3 clusters Score -883543.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -883545.375000 Penalty: 4444.773926
	Iteration 66Q: 3 clusters Score -883545.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -883553.000000 Penalty: 4444.773926
	Iteration 67Q: 3 clusters Score -883553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -883555.937500 Penalty: 4444.773926
	Iteration 68Q: 3 clusters Score -883555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -883560.312500 Penalty: 4444.773926
	Iteration 69Q: 3 clusters Score -883560.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -883563.437500 Penalty: 4444.773926
	Iteration 70Q: 3 clusters Score -883563.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -883568.375000 Penalty: 4444.773926
	Iteration 71Q: 3 clusters Score -883568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -883570.250000 Penalty: 4444.773926
	Iteration 72Q: 3 clusters Score -883570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -883572.375000 Penalty: 4444.773926
	Iteration 73Q: 3 clusters Score -883572.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -883577.187500 Penalty: 4444.773926
	Iteration 74Q: 3 clusters Score -883577.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -883580.062500 Penalty: 4444.773926
	Iteration 75Q: 3 clusters Score -883580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -883581.750000 Penalty: 4444.773926
	Iteration 76Q: 3 clusters Score -883581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -883582.125000 Penalty: 4444.773926
	Iteration 77Q: 3 clusters Score -883582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -883581.687500 Penalty: 4444.773926
	Iteration 78Q: 3 clusters Score -883581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -883582.625000 Penalty: 4444.773926
	Iteration 79Q: 3 clusters Score -883582.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -883587.062500 Penalty: 4444.773926
	Iteration 80F: 3 clusters Score -883587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -883588.937500 Penalty: 4444.773926
	Iteration 81Q: 3 clusters Score -883588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -883587.687500 Penalty: 4444.773926
	Iteration 82Q: 3 clusters Score -883587.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -883590.562500 Penalty: 4444.773926
	Iteration 83Q: 3 clusters Score -883590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -883591.062500 Penalty: 4444.773926
	Iteration 84Q: 3 clusters Score -883591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -883591.062500 Penalty: 4444.773926
	Iteration 85F: 3 clusters Score -883591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -86256.218750 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -86256.22 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 392 members 
Entering Unmasked Estep 
Score: -84457.875000 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -84457.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84694.539062 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -84694.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84797.242188 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -84797.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84862.414062 Penalty: 3286.851807
	Iteration 3Q: 3 clusters Score -84862.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84929.367188 Penalty: 3286.851807
	Iteration 4Q: 3 clusters Score -84929.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84984.007812 Penalty: 3286.851807
	Iteration 5Q: 3 clusters Score -84984.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85046.039062 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -85046.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85093.070312 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -85093.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85124.523438 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -85124.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85151.046875 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -85151.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85155.914062 Penalty: 3286.851807
	Iteration 10Q: 3 clusters Score -85155.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -85164.429688 Penalty: 3286.851807
	Iteration 11Q: 3 clusters Score -85164.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85168.062500 Penalty: 3286.851807
	Iteration 12Q: 3 clusters Score -85168.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85168.890625 Penalty: 3286.851807
	Iteration 13Q: 3 clusters Score -85168.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85169.867188 Penalty: 3286.851807
	Iteration 14Q: 3 clusters Score -85169.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85171.140625 Penalty: 3286.851807
	Iteration 15Q: 3 clusters Score -85171.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85174.265625 Penalty: 3286.851807
	Iteration 16Q: 3 clusters Score -85174.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85174.945312 Penalty: 3286.851807
	Iteration 17Q: 3 clusters Score -85174.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -85174.945312 Penalty: 3286.851807
	Iteration 18F: 3 clusters Score -85174.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (195862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Entering Unmasked Estep 
Score: -24243390.000000 Penalty: 3021.920898
	Iteration 0F: 2 clusters Score -2.424339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -24118936.000000 Penalty: 6043.841797
	Iteration 0F: 3 clusters Score -2.411894e+07 nChanged 94520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -24174496.000000 Penalty: 6043.841797
	Iteration 1F: 3 clusters Score -2.41745e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -24175450.000000 Penalty: 6043.841797
	Iteration 2Q: 3 clusters Score -2.417545e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -24176780.000000 Penalty: 6043.841797
	Iteration 3Q: 3 clusters Score -2.417678e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -24178056.000000 Penalty: 6043.841797
	Iteration 4Q: 3 clusters Score -2.417806e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103396 members 
Mstep: Class 2 contains 92466 members 
Entering Unmasked Estep 
Score: -24179904.000000 Penalty: 6043.841797
	Iteration 5Q: 3 clusters Score -2.41799e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -24182206.000000 Penalty: 6043.841797
	Iteration 6Q: 3 clusters Score -2.418221e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111400 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -24185136.000000 Penalty: 6043.841797
	Iteration 7Q: 3 clusters Score -2.418514e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -24189194.000000 Penalty: 6043.841797
	Iteration 8Q: 3 clusters Score -2.418919e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -24194816.000000 Penalty: 6043.841797
	Iteration 9F: 3 clusters Score -2.419482e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137354 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -24201772.000000 Penalty: 6043.841797
	Iteration 10F: 3 clusters Score -2.420177e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -24209840.000000 Penalty: 6043.841797
	Iteration 11F: 3 clusters Score -2.420984e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -24218362.000000 Penalty: 6043.841797
	Iteration 12F: 3 clusters Score -2.421836e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173819 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -24225934.000000 Penalty: 6043.841797
	Iteration 13F: 3 clusters Score -2.422593e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183511 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -24232380.000000 Penalty: 6043.841797
	Iteration 14Q: 3 clusters Score -2.423238e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189708 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -24236456.000000 Penalty: 6043.841797
	Iteration 15Q: 3 clusters Score -2.423646e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192944 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -24238762.000000 Penalty: 6043.841797
	Iteration 16Q: 3 clusters Score -2.423876e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194318 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24239688.000000 Penalty: 6043.841797
	Iteration 17Q: 3 clusters Score -2.423969e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194874 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -24240206.000000 Penalty: 6043.841797
	Iteration 18Q: 3 clusters Score -2.424021e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195093 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24240506.000000 Penalty: 6043.841797
	Iteration 19Q: 3 clusters Score -2.424051e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195178 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -24240598.000000 Penalty: 6043.841797
	Iteration 20F: 3 clusters Score -2.42406e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -24240666.000000 Penalty: 6043.841797
	Iteration 21Q: 3 clusters Score -2.424067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -24240680.000000 Penalty: 6043.841797
	Iteration 22Q: 3 clusters Score -2.424068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195251 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24240714.000000 Penalty: 6043.841797
	Iteration 23Q: 3 clusters Score -2.424071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195266 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -24240734.000000 Penalty: 6043.841797
	Iteration 24Q: 3 clusters Score -2.424073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -24240744.000000 Penalty: 6043.841797
	Iteration 25Q: 3 clusters Score -2.424074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -24240758.000000 Penalty: 6043.841797
	Iteration 26Q: 3 clusters Score -2.424076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195280 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -24240768.000000 Penalty: 6043.841797
	Iteration 27Q: 3 clusters Score -2.424077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -24240770.000000 Penalty: 6043.841797
	Iteration 28Q: 3 clusters Score -2.424077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -24240772.000000 Penalty: 6043.841797
	Iteration 29Q: 3 clusters Score -2.424077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -24240764.000000 Penalty: 6043.841797
	Iteration 30Q: 3 clusters Score -2.424076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -24240762.000000 Penalty: 6043.841797
	Iteration 31Q: 3 clusters Score -2.424076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195276 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -24240754.000000 Penalty: 6043.841797
	Iteration 32Q: 3 clusters Score -2.424075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -24240754.000000 Penalty: 6043.841797
	Iteration 33Q: 3 clusters Score -2.424075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -24240754.000000 Penalty: 6043.841797
	Iteration 34F: 3 clusters Score -2.424075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Entering Unmasked Estep 
Score: -7718957.500000 Penalty: 2736.492676
	Iteration 0F: 2 clusters Score -7718958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -7677160.500000 Penalty: 5472.985352
	Iteration 0F: 3 clusters Score -7677160 nChanged 28809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -7693471.000000 Penalty: 5472.985352
	Iteration 1F: 3 clusters Score -7693471 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -7694410.500000 Penalty: 5472.985352
	Iteration 2Q: 3 clusters Score -7694410 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -7695783.500000 Penalty: 5472.985352
	Iteration 3Q: 3 clusters Score -7695784 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -7697667.000000 Penalty: 5472.985352
	Iteration 4F: 3 clusters Score -7697667 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -7700168.000000 Penalty: 5472.985352
	Iteration 5F: 3 clusters Score -7700168 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -7703398.000000 Penalty: 5472.985352
	Iteration 6F: 3 clusters Score -7703398 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -7706861.000000 Penalty: 5472.985352
	Iteration 7F: 3 clusters Score -7706861 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -7709888.500000 Penalty: 5472.985352
	Iteration 8F: 3 clusters Score -7709888 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -7712084.000000 Penalty: 5472.985352
	Iteration 9Q: 3 clusters Score -7712084 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -7713380.000000 Penalty: 5472.985352
	Iteration 10Q: 3 clusters Score -7713380 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -7713929.500000 Penalty: 5472.985352
	Iteration 11Q: 3 clusters Score -7713930 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -7714247.000000 Penalty: 5472.985352
	Iteration 12Q: 3 clusters Score -7714247 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -7714520.500000 Penalty: 5472.985352
	Iteration 13Q: 3 clusters Score -7714520 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -7714741.500000 Penalty: 5472.985352
	Iteration 14Q: 3 clusters Score -7714742 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -7714920.500000 Penalty: 5472.985352
	Iteration 15Q: 3 clusters Score -7714920 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -7715144.000000 Penalty: 5472.985352
	Iteration 16Q: 3 clusters Score -7715144 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -7715346.500000 Penalty: 5472.985352
	Iteration 17Q: 3 clusters Score -7715346 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -7715555.000000 Penalty: 5472.985352
	Iteration 18Q: 3 clusters Score -7715555 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -7715712.500000 Penalty: 5472.985352
	Iteration 19Q: 3 clusters Score -7715712 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -7715871.500000 Penalty: 5472.985352
	Iteration 20F: 3 clusters Score -7715872 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -7715965.500000 Penalty: 5472.985352
	Iteration 21Q: 3 clusters Score -7715966 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -7716073.500000 Penalty: 5472.985352
	Iteration 22Q: 3 clusters Score -7716074 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -7716148.000000 Penalty: 5472.985352
	Iteration 23Q: 3 clusters Score -7716148 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -7716224.500000 Penalty: 5472.985352
	Iteration 24Q: 3 clusters Score -7716224 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -7716352.500000 Penalty: 5472.985352
	Iteration 25Q: 3 clusters Score -7716352 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -7716450.000000 Penalty: 5472.985352
	Iteration 26Q: 3 clusters Score -7716450 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -7716503.000000 Penalty: 5472.985352
	Iteration 27Q: 3 clusters Score -7716503 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -7716550.500000 Penalty: 5472.985352
	Iteration 28Q: 3 clusters Score -7716550 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -7716634.500000 Penalty: 5472.985352
	Iteration 29Q: 3 clusters Score -7716634 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -7716689.500000 Penalty: 5472.985352
	Iteration 30Q: 3 clusters Score -7716690 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -7716764.000000 Penalty: 5472.985352
	Iteration 31Q: 3 clusters Score -7716764 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -7716834.500000 Penalty: 5472.985352
	Iteration 32Q: 3 clusters Score -7716834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -7716875.000000 Penalty: 5472.985352
	Iteration 33Q: 3 clusters Score -7716875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7716914.000000 Penalty: 5472.985352
	Iteration 34Q: 3 clusters Score -7716914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -7716959.000000 Penalty: 5472.985352
	Iteration 35Q: 3 clusters Score -7716959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -7717008.000000 Penalty: 5472.985352
	Iteration 36Q: 3 clusters Score -7717008 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -7717047.500000 Penalty: 5472.985352
	Iteration 37Q: 3 clusters Score -7717048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -7717050.500000 Penalty: 5472.985352
	Iteration 38Q: 3 clusters Score -7717050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -7717053.000000 Penalty: 5472.985352
	Iteration 39Q: 3 clusters Score -7717053 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -7717059.500000 Penalty: 5472.985352
	Iteration 40F: 3 clusters Score -7717060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -7717083.500000 Penalty: 5472.985352
	Iteration 41Q: 3 clusters Score -7717084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -7717102.000000 Penalty: 5472.985352
	Iteration 42Q: 3 clusters Score -7717102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -7717111.500000 Penalty: 5472.985352
	Iteration 43Q: 3 clusters Score -7717112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -7717113.000000 Penalty: 5472.985352
	Iteration 44Q: 3 clusters Score -7717113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -7717116.000000 Penalty: 5472.985352
	Iteration 45Q: 3 clusters Score -7717116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -7717125.500000 Penalty: 5472.985352
	Iteration 46Q: 3 clusters Score -7717126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -7717127.000000 Penalty: 5472.985352
	Iteration 47Q: 3 clusters Score -7717127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -7717132.500000 Penalty: 5472.985352
	Iteration 48Q: 3 clusters Score -7717132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -7717146.000000 Penalty: 5472.985352
	Iteration 49Q: 3 clusters Score -7717146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -7717150.000000 Penalty: 5472.985352
	Iteration 50Q: 3 clusters Score -7717150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -7717141.500000 Penalty: 5472.985352
	Iteration 51Q: 3 clusters Score -7717142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -7717134.000000 Penalty: 5472.985352
	Iteration 52Q: 3 clusters Score -7717134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -7717121.000000 Penalty: 5472.985352
	Iteration 53Q: 3 clusters Score -7717121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -7717128.500000 Penalty: 5472.985352
	Iteration 54Q: 3 clusters Score -7717128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -7717130.000000 Penalty: 5472.985352
	Iteration 55Q: 3 clusters Score -7717130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -7717146.500000 Penalty: 5472.985352
	Iteration 56Q: 3 clusters Score -7717146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -7717130.000000 Penalty: 5472.985352
	Iteration 57Q: 3 clusters Score -7717130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -7717137.000000 Penalty: 5472.985352
	Iteration 58Q: 3 clusters Score -7717137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -7717138.500000 Penalty: 5472.985352
	Iteration 59Q: 3 clusters Score -7717138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -7717147.500000 Penalty: 5472.985352
	Iteration 60F: 3 clusters Score -7717148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -7717143.500000 Penalty: 5472.985352
	Iteration 61Q: 3 clusters Score -7717144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -7717140.000000 Penalty: 5472.985352
	Iteration 62Q: 3 clusters Score -7717140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -7717139.500000 Penalty: 5472.985352
	Iteration 63Q: 3 clusters Score -7717140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -7717146.000000 Penalty: 5472.985352
	Iteration 64Q: 3 clusters Score -7717146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 59059 members 
Entering Unmasked Estep 
Score: -7717135.500000 Penalty: 5472.985352
	Iteration 65Q: 3 clusters Score -7717136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -7717134.000000 Penalty: 5472.985352
	Iteration 66Q: 3 clusters Score -7717134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -7717139.000000 Penalty: 5472.985352
	Iteration 67Q: 3 clusters Score -7717139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -7717146.000000 Penalty: 5472.985352
	Iteration 68Q: 3 clusters Score -7717146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7717149.000000 Penalty: 5472.985352
	Iteration 69Q: 3 clusters Score -7717149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -7717158.500000 Penalty: 5472.985352
	Iteration 70Q: 3 clusters Score -7717158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -7717165.000000 Penalty: 5472.985352
	Iteration 71Q: 3 clusters Score -7717165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -7717166.000000 Penalty: 5472.985352
	Iteration 72Q: 3 clusters Score -7717166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -7717180.500000 Penalty: 5472.985352
	Iteration 73Q: 3 clusters Score -7717180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -7717194.000000 Penalty: 5472.985352
	Iteration 74Q: 3 clusters Score -7717194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -7717190.000000 Penalty: 5472.985352
	Iteration 75Q: 3 clusters Score -7717190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -7717192.000000 Penalty: 5472.985352
	Iteration 76Q: 3 clusters Score -7717192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7717204.500000 Penalty: 5472.985352
	Iteration 77Q: 3 clusters Score -7717204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -7717195.000000 Penalty: 5472.985352
	Iteration 78Q: 3 clusters Score -7717195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -7717206.500000 Penalty: 5472.985352
	Iteration 79Q: 3 clusters Score -7717206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -7717201.000000 Penalty: 5472.985352
	Iteration 80F: 3 clusters Score -7717201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -7717214.000000 Penalty: 5472.985352
	Iteration 81Q: 3 clusters Score -7717214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -7717222.000000 Penalty: 5472.985352
	Iteration 82Q: 3 clusters Score -7717222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -7717241.000000 Penalty: 5472.985352
	Iteration 83Q: 3 clusters Score -7717241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -7717228.500000 Penalty: 5472.985352
	Iteration 84Q: 3 clusters Score -7717228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -7717230.000000 Penalty: 5472.985352
	Iteration 85Q: 3 clusters Score -7717230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -7717237.000000 Penalty: 5472.985352
	Iteration 86Q: 3 clusters Score -7717237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -7717245.000000 Penalty: 5472.985352
	Iteration 87Q: 3 clusters Score -7717245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -7717253.500000 Penalty: 5472.985352
	Iteration 88Q: 3 clusters Score -7717254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7717252.000000 Penalty: 5472.985352
	Iteration 89Q: 3 clusters Score -7717252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -7717250.500000 Penalty: 5472.985352
	Iteration 90Q: 3 clusters Score -7717250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -7717266.000000 Penalty: 5472.985352
	Iteration 91Q: 3 clusters Score -7717266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -7717278.000000 Penalty: 5472.985352
	Iteration 92Q: 3 clusters Score -7717278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -7717265.500000 Penalty: 5472.985352
	Iteration 93Q: 3 clusters Score -7717266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -7717273.500000 Penalty: 5472.985352
	Iteration 94Q: 3 clusters Score -7717274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -7717275.000000 Penalty: 5472.985352
	Iteration 95Q: 3 clusters Score -7717275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -7717273.500000 Penalty: 5472.985352
	Iteration 96Q: 3 clusters Score -7717274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7717272.500000 Penalty: 5472.985352
	Iteration 97Q: 3 clusters Score -7717272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -7717283.000000 Penalty: 5472.985352
	Iteration 98Q: 3 clusters Score -7717283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -7717289.500000 Penalty: 5472.985352
	Iteration 99Q: 3 clusters Score -7717290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7717300.500000 Penalty: 5472.985352
	Iteration 100F: 3 clusters Score -7717300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -7717287.000000 Penalty: 5472.985352
	Iteration 101Q: 3 clusters Score -7717287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -7717304.500000 Penalty: 5472.985352
	Iteration 102Q: 3 clusters Score -7717304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7717306.500000 Penalty: 5472.985352
	Iteration 103Q: 3 clusters Score -7717306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -7717310.500000 Penalty: 5472.985352
	Iteration 104Q: 3 clusters Score -7717310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -7717315.000000 Penalty: 5472.985352
	Iteration 105Q: 3 clusters Score -7717315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -7717312.500000 Penalty: 5472.985352
	Iteration 106Q: 3 clusters Score -7717312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -7717312.500000 Penalty: 5472.985352
	Iteration 107F: 3 clusters Score -7717312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -118412.273438 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -118412.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116431.539062 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -116431.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116853.664062 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -116853.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117069.039062 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -117069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117187.750000 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -117187.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117292.226562 Penalty: 3487.305420
	Iteration 4Q: 3 clusters Score -117292.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117343.789062 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -117343.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -117389.710938 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -117389.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117436.023438 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -117436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117452.304688 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -117452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117474.578125 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -117474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -117492.585938 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -117492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117512.109375 Penalty: 3487.305420
	Iteration 11Q: 3 clusters Score -117512.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -117522.523438 Penalty: 3487.305420
	Iteration 12Q: 3 clusters Score -117522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117535.031250 Penalty: 3487.305420
	Iteration 13Q: 3 clusters Score -117535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -117543.703125 Penalty: 3487.305420
	Iteration 14Q: 3 clusters Score -117543.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117556.890625 Penalty: 3487.305420
	Iteration 15Q: 3 clusters Score -117556.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117566.328125 Penalty: 3487.305420
	Iteration 16Q: 3 clusters Score -117566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -117575.226562 Penalty: 3487.305420
	Iteration 17Q: 3 clusters Score -117575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117579.234375 Penalty: 3487.305420
	Iteration 18Q: 3 clusters Score -117579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117585.484375 Penalty: 3487.305420
	Iteration 19Q: 3 clusters Score -117585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117589.039062 Penalty: 3487.305420
	Iteration 20F: 3 clusters Score -117589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117609.640625 Penalty: 3487.305420
	Iteration 21Q: 3 clusters Score -117609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117613.476562 Penalty: 3487.305420
	Iteration 22Q: 3 clusters Score -117613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117615.882812 Penalty: 3487.305420
	Iteration 23Q: 3 clusters Score -117615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117617.351562 Penalty: 3487.305420
	Iteration 24Q: 3 clusters Score -117617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117621.273438 Penalty: 3487.305420
	Iteration 25Q: 3 clusters Score -117621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117623.914062 Penalty: 3487.305420
	Iteration 26Q: 3 clusters Score -117623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117625.515625 Penalty: 3487.305420
	Iteration 27Q: 3 clusters Score -117625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117626.320312 Penalty: 3487.305420
	Iteration 28Q: 3 clusters Score -117626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117626.320312 Penalty: 3487.305420
	Iteration 29F: 3 clusters Score -117626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -359485.062500 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -359485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -356260.781250 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -356260.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356922.468750 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -356922.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -357090.750000 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -357090.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -357194.687500 Penalty: 3964.835449
	Iteration 3Q: 3 clusters Score -357194.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -357267.218750 Penalty: 3964.835449
	Iteration 4Q: 3 clusters Score -357267.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -357330.625000 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -357330.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -357375.906250 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -357375.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -357408.593750 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -357408.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -357432.906250 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -357432.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -357455.781250 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -357455.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -357480.000000 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -357480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -357504.687500 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -357504.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -357534.718750 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -357534.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -357561.812500 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -357561.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357592.937500 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -357592.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -357618.281250 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -357618.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -357638.000000 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -357638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -357658.375000 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -357658.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -357675.750000 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -357675.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -357692.000000 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -357692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -357707.718750 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -357707.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -357729.875000 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -357729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -357751.875000 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -357751.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -357764.968750 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -357765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -357779.875000 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -357779.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -357798.656250 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -357798.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -357810.906250 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -357810.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -357821.031250 Penalty: 3964.835449
	Iteration 27Q: 3 clusters Score -357821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -357827.687500 Penalty: 3964.835449
	Iteration 28Q: 3 clusters Score -357827.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -357837.062500 Penalty: 3964.835449
	Iteration 29Q: 3 clusters Score -357837.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -357840.968750 Penalty: 3964.835449
	Iteration 30Q: 3 clusters Score -357841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -357843.531250 Penalty: 3964.835449
	Iteration 31Q: 3 clusters Score -357843.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -357846.031250 Penalty: 3964.835449
	Iteration 32Q: 3 clusters Score -357846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -357850.562500 Penalty: 3964.835449
	Iteration 33Q: 3 clusters Score -357850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -357852.250000 Penalty: 3964.835449
	Iteration 34Q: 3 clusters Score -357852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -357855.250000 Penalty: 3964.835449
	Iteration 35Q: 3 clusters Score -357855.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -357858.531250 Penalty: 3964.835449
	Iteration 36Q: 3 clusters Score -357858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -357861.500000 Penalty: 3964.835449
	Iteration 37Q: 3 clusters Score -357861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -357863.562500 Penalty: 3964.835449
	Iteration 38Q: 3 clusters Score -357863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -357864.812500 Penalty: 3964.835449
	Iteration 39Q: 3 clusters Score -357864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -357868.968750 Penalty: 3964.835449
	Iteration 40F: 3 clusters Score -357869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -357872.125000 Penalty: 3964.835449
	Iteration 41Q: 3 clusters Score -357872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -357878.156250 Penalty: 3964.835449
	Iteration 42Q: 3 clusters Score -357878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -357887.500000 Penalty: 3964.835449
	Iteration 43Q: 3 clusters Score -357887.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -357900.343750 Penalty: 3964.835449
	Iteration 44Q: 3 clusters Score -357900.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -357914.812500 Penalty: 3964.835449
	Iteration 45Q: 3 clusters Score -357914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -357925.437500 Penalty: 3964.835449
	Iteration 46Q: 3 clusters Score -357925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -357929.937500 Penalty: 3964.835449
	Iteration 47Q: 3 clusters Score -357929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -357933.968750 Penalty: 3964.835449
	Iteration 48Q: 3 clusters Score -357934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -357937.875000 Penalty: 3964.835449
	Iteration 49Q: 3 clusters Score -357937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -357942.812500 Penalty: 3964.835449
	Iteration 50Q: 3 clusters Score -357942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -357950.343750 Penalty: 3964.835449
	Iteration 51Q: 3 clusters Score -357950.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -357959.031250 Penalty: 3964.835449
	Iteration 52Q: 3 clusters Score -357959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -357973.906250 Penalty: 3964.835449
	Iteration 53Q: 3 clusters Score -357973.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -357987.375000 Penalty: 3964.835449
	Iteration 54Q: 3 clusters Score -357987.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -358002.500000 Penalty: 3964.835449
	Iteration 55Q: 3 clusters Score -358002.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -358025.000000 Penalty: 3964.835449
	Iteration 56Q: 3 clusters Score -358025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -358069.625000 Penalty: 3964.835449
	Iteration 57Q: 3 clusters Score -358069.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -358127.031250 Penalty: 3964.835449
	Iteration 58Q: 3 clusters Score -358127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -358198.562500 Penalty: 3964.835449
	Iteration 59Q: 3 clusters Score -358198.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -358296.125000 Penalty: 3964.835449
	Iteration 60F: 3 clusters Score -358296.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -358374.812500 Penalty: 3964.835449
	Iteration 61Q: 3 clusters Score -358374.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -358439.062500 Penalty: 3964.835449
	Iteration 62Q: 3 clusters Score -358439.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -358471.906250 Penalty: 3964.835449
	Iteration 63Q: 3 clusters Score -358471.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -358494.187500 Penalty: 3964.835449
	Iteration 64Q: 3 clusters Score -358494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -358507.593750 Penalty: 3964.835449
	Iteration 65Q: 3 clusters Score -358507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -358511.343750 Penalty: 3964.835449
	Iteration 66Q: 3 clusters Score -358511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -358513.468750 Penalty: 3964.835449
	Iteration 67Q: 3 clusters Score -358513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -358514.687500 Penalty: 3964.835449
	Iteration 68Q: 3 clusters Score -358514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -358515.437500 Penalty: 3964.835449
	Iteration 69Q: 3 clusters Score -358515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -358518.937500 Penalty: 3964.835449
	Iteration 70Q: 3 clusters Score -358518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -358521.625000 Penalty: 3964.835449
	Iteration 71Q: 3 clusters Score -358521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -358524.437500 Penalty: 3964.835449
	Iteration 72Q: 3 clusters Score -358524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -358526.906250 Penalty: 3964.835449
	Iteration 73Q: 3 clusters Score -358526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -358526.937500 Penalty: 3964.835449
	Iteration 74Q: 3 clusters Score -358526.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -358526.937500 Penalty: 3964.835449
	Iteration 75F: 3 clusters Score -358526.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Entering Unmasked Estep 
Score: -4895975.000000 Penalty: 2623.687988
	Iteration 0F: 2 clusters Score -4895975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4869364.500000 Penalty: 5247.375977
	Iteration 0F: 3 clusters Score -4869364 nChanged 17916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4879290.500000 Penalty: 5247.375977
	Iteration 1F: 3 clusters Score -4879290 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4879876.000000 Penalty: 5247.375977
	Iteration 2Q: 3 clusters Score -4879876 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4880432.000000 Penalty: 5247.375977
	Iteration 3Q: 3 clusters Score -4880432 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4881114.000000 Penalty: 5247.375977
	Iteration 4Q: 3 clusters Score -4881114 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4881920.000000 Penalty: 5247.375977
	Iteration 5Q: 3 clusters Score -4881920 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4883078.500000 Penalty: 5247.375977
	Iteration 6F: 3 clusters Score -4883078 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4884753.500000 Penalty: 5247.375977
	Iteration 7F: 3 clusters Score -4884754 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4886845.500000 Penalty: 5247.375977
	Iteration 8F: 3 clusters Score -4886846 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -4888751.000000 Penalty: 5247.375977
	Iteration 9F: 3 clusters Score -4888751 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4889976.000000 Penalty: 5247.375977
	Iteration 10F: 3 clusters Score -4889976 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4890597.000000 Penalty: 5247.375977
	Iteration 11Q: 3 clusters Score -4890597 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4890914.000000 Penalty: 5247.375977
	Iteration 12Q: 3 clusters Score -4890914 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4891170.000000 Penalty: 5247.375977
	Iteration 13Q: 3 clusters Score -4891170 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4891391.000000 Penalty: 5247.375977
	Iteration 14Q: 3 clusters Score -4891391 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4891575.000000 Penalty: 5247.375977
	Iteration 15Q: 3 clusters Score -4891575 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4891734.500000 Penalty: 5247.375977
	Iteration 16Q: 3 clusters Score -4891734 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4891809 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4891900 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4891969 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4892041 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4892118 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4892192 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -4892260.500000 Penalty: 5247.375977
	Iteration 23Q: 3 clusters Score -4892260 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4892309.500000 Penalty: 5247.375977
	Iteration 24Q: 3 clusters Score -4892310 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4892365.500000 Penalty: 5247.375977
	Iteration 25Q: 3 clusters Score -4892366 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4892432 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4892493.500000 Penalty: 5247.375977
	Iteration 27Q: 3 clusters Score -4892494 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4892555 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4892602.500000 Penalty: 5247.375977
	Iteration 29Q: 3 clusters Score -4892602 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4892687 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4892751 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4892789 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4892830.500000 Penalty: 5247.375977
	Iteration 33Q: 3 clusters Score -4892830 nChanged 280
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Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4892916 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4893007 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4893057 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4893121.500000 Penalty: 5247.375977
	Iteration 37Q: 3 clusters Score -4893122 nChanged 207
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Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4893171.000000 Penalty: 5247.375977
	Iteration 38Q: 3 clusters Score -4893171 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4893221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4893268 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4893298 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4893343 nChanged 148
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Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4893386 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4893406 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4893416 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4893454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4893476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4893506 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4893521 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4893551.500000 Penalty: 5247.375977
	Iteration 50Q: 3 clusters Score -4893552 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4893590 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4893628 nChanged 99
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Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4893642 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4893646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4893672 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4893709.000000 Penalty: 5247.375977
	Iteration 56Q: 3 clusters Score -4893709 nChanged 62
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Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4893728 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4893734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4893734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4893738.000000 Penalty: 5247.375977
	Iteration 60F: 3 clusters Score -4893738 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4893748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4893758.500000 Penalty: 5247.375977
	Iteration 62Q: 3 clusters Score -4893758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4893760.500000 Penalty: 5247.375977
	Iteration 63Q: 3 clusters Score -4893760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4893769 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4893772 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4893774 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4893787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4893788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4893797.000000 Penalty: 5247.375977
	Iteration 69Q: 3 clusters Score -4893797 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4893800.500000 Penalty: 5247.375977
	Iteration 70Q: 3 clusters Score -4893800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4893816.500000 Penalty: 5247.375977
	Iteration 71Q: 3 clusters Score -4893816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4893812.000000 Penalty: 5247.375977
	Iteration 72Q: 3 clusters Score -4893812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
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Entering Unmasked Estep 
Score: -4893831.000000 Penalty: 5247.375977
	Iteration 73Q: 3 clusters Score -4893831 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4893842.000000 Penalty: 5247.375977
	Iteration 74Q: 3 clusters Score -4893842 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4893848 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4893848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4893855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4893863.500000 Penalty: 5247.375977
	Iteration 78Q: 3 clusters Score -4893864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4893870.000000 Penalty: 5247.375977
	Iteration 79Q: 3 clusters Score -4893870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4893869.500000 Penalty: 5247.375977
	Iteration 80F: 3 clusters Score -4893870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4893889.500000 Penalty: 5247.375977
	Iteration 81Q: 3 clusters Score -4893890 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4893888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4893898 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4893900 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4893907.500000 Penalty: 5247.375977
	Iteration 85Q: 3 clusters Score -4893908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4893906.500000 Penalty: 5247.375977
	Iteration 86Q: 3 clusters Score -4893906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4893914.500000 Penalty: 5247.375977
	Iteration 87Q: 3 clusters Score -4893914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4893917.500000 Penalty: 5247.375977
	Iteration 88Q: 3 clusters Score -4893918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4893917.000000 Penalty: 5247.375977
	Iteration 89Q: 3 clusters Score -4893917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4893927.500000 Penalty: 5247.375977
	Iteration 90Q: 3 clusters Score -4893928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4893923.500000 Penalty: 5247.375977
	Iteration 91Q: 3 clusters Score -4893924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4893926.500000 Penalty: 5247.375977
	Iteration 92Q: 3 clusters Score -4893926 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4893928.500000 Penalty: 5247.375977
	Iteration 93Q: 3 clusters Score -4893928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4893928 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4893930.000000 Penalty: 5247.375977
	Iteration 95Q: 3 clusters Score -4893930 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4893926 nChanged 9
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Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4893922.000000 Penalty: 5247.375977
	Iteration 97Q: 3 clusters Score -4893922 nChanged 5
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Mstep: Class 1 contains 36715 members 
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Entering Unmasked Estep 
Score: -4893935.500000 Penalty: 5247.375977
	Iteration 98Q: 3 clusters Score -4893936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4893937.500000 Penalty: 5247.375977
	Iteration 99Q: 3 clusters Score -4893938 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4893934.500000 Penalty: 5247.375977
	Iteration 100F: 3 clusters Score -4893934 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4893940.000000 Penalty: 5247.375977
	Iteration 101Q: 3 clusters Score -4893940 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4893936 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4893936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
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Entering Unmasked Estep 
Score: -4893933.500000 Penalty: 5247.375977
	Iteration 104Q: 3 clusters Score -4893934 nChanged 5
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Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4893932.500000 Penalty: 5247.375977
	Iteration 105Q: 3 clusters Score -4893932 nChanged 4
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Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4893932 nChanged 3
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Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4893935 nChanged 3
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Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4893935 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4893936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4893943.000000 Penalty: 5247.375977
	Iteration 110Q: 3 clusters Score -4893943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4893949.500000 Penalty: 5247.375977
	Iteration 111Q: 3 clusters Score -4893950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4893948.000000 Penalty: 5247.375977
	Iteration 112Q: 3 clusters Score -4893948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4893952.500000 Penalty: 5247.375977
	Iteration 113Q: 3 clusters Score -4893952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4893954.000000 Penalty: 5247.375977
	Iteration 114Q: 3 clusters Score -4893954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4893951.000000 Penalty: 5247.375977
	Iteration 115Q: 3 clusters Score -4893951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4893948.500000 Penalty: 5247.375977
	Iteration 116Q: 3 clusters Score -4893948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4893940.500000 Penalty: 5247.375977
	Iteration 117Q: 3 clusters Score -4893940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4893953.500000 Penalty: 5247.375977
	Iteration 118Q: 3 clusters Score -4893954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4893950.500000 Penalty: 5247.375977
	Iteration 119Q: 3 clusters Score -4893950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4893953.000000 Penalty: 5247.375977
	Iteration 120F: 3 clusters Score -4893953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4893958.000000 Penalty: 5247.375977
	Iteration 121Q: 3 clusters Score -4893958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4893964.000000 Penalty: 5247.375977
	Iteration 122Q: 3 clusters Score -4893964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4893959.000000 Penalty: 5247.375977
	Iteration 123Q: 3 clusters Score -4893959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4893965.000000 Penalty: 5247.375977
	Iteration 124Q: 3 clusters Score -4893965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4893962.500000 Penalty: 5247.375977
	Iteration 125Q: 3 clusters Score -4893962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4893961.500000 Penalty: 5247.375977
	Iteration 126Q: 3 clusters Score -4893962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4893963.000000 Penalty: 5247.375977
	Iteration 127Q: 3 clusters Score -4893963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4893966.500000 Penalty: 5247.375977
	Iteration 128Q: 3 clusters Score -4893966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4893965.500000 Penalty: 5247.375977
	Iteration 129Q: 3 clusters Score -4893966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4893966.000000 Penalty: 5247.375977
	Iteration 130Q: 3 clusters Score -4893966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4893966.000000 Penalty: 5247.375977
	Iteration 131F: 3 clusters Score -4893966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Entering Unmasked Estep 
Score: -816686.625000 Penalty: 2177.749512
	Iteration 0F: 2 clusters Score -816686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -811207.312500 Penalty: 4355.499023
	Iteration 0F: 3 clusters Score -811207.3 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -812725.187500 Penalty: 4355.499023
	Iteration 1F: 3 clusters Score -812725.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -813136.000000 Penalty: 4355.499023
	Iteration 2F: 3 clusters Score -813136 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -813582.750000 Penalty: 4355.499023
	Iteration 3F: 3 clusters Score -813582.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -813977.125000 Penalty: 4355.499023
	Iteration 4F: 3 clusters Score -813977.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -814401.625000 Penalty: 4355.499023
	Iteration 5F: 3 clusters Score -814401.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -814840.312500 Penalty: 4355.499023
	Iteration 6F: 3 clusters Score -814840.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -815191.750000 Penalty: 4355.499023
	Iteration 7F: 3 clusters Score -815191.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -815470.187500 Penalty: 4355.499023
	Iteration 8Q: 3 clusters Score -815470.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -815656.687500 Penalty: 4355.499023
	Iteration 9Q: 3 clusters Score -815656.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -815764.812500 Penalty: 4355.499023
	Iteration 10Q: 3 clusters Score -815764.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -815837.750000 Penalty: 4355.499023
	Iteration 11Q: 3 clusters Score -815837.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -815891.937500 Penalty: 4355.499023
	Iteration 12Q: 3 clusters Score -815891.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -815929.875000 Penalty: 4355.499023
	Iteration 13Q: 3 clusters Score -815929.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -815955.062500 Penalty: 4355.499023
	Iteration 14Q: 3 clusters Score -815955.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -815978.000000 Penalty: 4355.499023
	Iteration 15Q: 3 clusters Score -815978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -815993.000000 Penalty: 4355.499023
	Iteration 16Q: 3 clusters Score -815993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -816005.437500 Penalty: 4355.499023
	Iteration 17Q: 3 clusters Score -816005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -816014.937500 Penalty: 4355.499023
	Iteration 18Q: 3 clusters Score -816014.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -816020.500000 Penalty: 4355.499023
	Iteration 19Q: 3 clusters Score -816020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -816024.875000 Penalty: 4355.499023
	Iteration 20F: 3 clusters Score -816024.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (199656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Entering Unmasked Estep 
Score: -24532274.000000 Penalty: 3026.679199
	Iteration 0F: 2 clusters Score -2.453227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99890 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -24404320.000000 Penalty: 6053.358398
	Iteration 0F: 3 clusters Score -2.440432e+07 nChanged 96074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 98868 members 
Entering Unmasked Estep 
Score: -24460240.000000 Penalty: 6053.358398
	Iteration 1F: 3 clusters Score -2.446024e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -24460958.000000 Penalty: 6053.358398
	Iteration 2Q: 3 clusters Score -2.446096e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 96683 members 
Entering Unmasked Estep 
Score: -24461604.000000 Penalty: 6053.358398
	Iteration 3Q: 3 clusters Score -2.44616e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 94564 members 
Entering Unmasked Estep 
Score: -24462490.000000 Penalty: 6053.358398
	Iteration 4Q: 3 clusters Score -2.446249e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -24463592.000000 Penalty: 6053.358398
	Iteration 5Q: 3 clusters Score -2.446359e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -24465384.000000 Penalty: 6053.358398
	Iteration 6Q: 3 clusters Score -2.446538e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120297 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -24468314.000000 Penalty: 6053.358398
	Iteration 7Q: 3 clusters Score -2.446831e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130614 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -24473660.000000 Penalty: 6053.358398
	Iteration 8F: 3 clusters Score -2.447366e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -24483122.000000 Penalty: 6053.358398
	Iteration 9F: 3 clusters Score -2.448312e+07 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161877 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -24497338.000000 Penalty: 6053.358398
	Iteration 10F: 3 clusters Score -2.449734e+07 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178715 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -24512134.000000 Penalty: 6053.358398
	Iteration 11F: 3 clusters Score -2.451213e+07 nChanged 12170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -24522122.000000 Penalty: 6053.358398
	Iteration 12F: 3 clusters Score -2.452212e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196723 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -24527026.000000 Penalty: 6053.358398
	Iteration 13Q: 3 clusters Score -2.452703e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198716 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -24528546.000000 Penalty: 6053.358398
	Iteration 14Q: 3 clusters Score -2.452855e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199258 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -24529116.000000 Penalty: 6053.358398
	Iteration 15Q: 3 clusters Score -2.452912e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199372 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -24529280.000000 Penalty: 6053.358398
	Iteration 16Q: 3 clusters Score -2.452928e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199418 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -24529346.000000 Penalty: 6053.358398
	Iteration 17Q: 3 clusters Score -2.452935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199431 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24529404.000000 Penalty: 6053.358398
	Iteration 18Q: 3 clusters Score -2.45294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199440 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -24529418.000000 Penalty: 6053.358398
	Iteration 19Q: 3 clusters Score -2.452942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199446 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24529434.000000 Penalty: 6053.358398
	Iteration 20F: 3 clusters Score -2.452943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199450 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24529442.000000 Penalty: 6053.358398
	Iteration 21Q: 3 clusters Score -2.452944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199456 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24529454.000000 Penalty: 6053.358398
	Iteration 22Q: 3 clusters Score -2.452945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24529482.000000 Penalty: 6053.358398
	Iteration 23Q: 3 clusters Score -2.452948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199460 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -24529482.000000 Penalty: 6053.358398
	Iteration 24F: 3 clusters Score -2.452948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (58225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Entering Unmasked Estep 
Score: -7279708.500000 Penalty: 2721.073242
	Iteration 0F: 2 clusters Score -7279708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -7240545.500000 Penalty: 5442.146484
	Iteration 0F: 3 clusters Score -7240546 nChanged 27179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -7255693.000000 Penalty: 5442.146484
	Iteration 1F: 3 clusters Score -7255693 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7256287.500000 Penalty: 5442.146484
	Iteration 2Q: 3 clusters Score -7256288 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -7256924.000000 Penalty: 5442.146484
	Iteration 3Q: 3 clusters Score -7256924 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -7257526.500000 Penalty: 5442.146484
	Iteration 4Q: 3 clusters Score -7257526 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -7258369.500000 Penalty: 5442.146484
	Iteration 5Q: 3 clusters Score -7258370 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -7259358.000000 Penalty: 5442.146484
	Iteration 6Q: 3 clusters Score -7259358 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7260627.500000 Penalty: 5442.146484
	Iteration 7Q: 3 clusters Score -7260628 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7262369.500000 Penalty: 5442.146484
	Iteration 8F: 3 clusters Score -7262370 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -7264730.500000 Penalty: 5442.146484
	Iteration 9F: 3 clusters Score -7264730 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -7267554.000000 Penalty: 5442.146484
	Iteration 10F: 3 clusters Score -7267554 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -7270388.500000 Penalty: 5442.146484
	Iteration 11F: 3 clusters Score -7270388 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -7272601.500000 Penalty: 5442.146484
	Iteration 12Q: 3 clusters Score -7272602 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -7274046.500000 Penalty: 5442.146484
	Iteration 13Q: 3 clusters Score -7274046 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7274968.000000 Penalty: 5442.146484
	Iteration 14Q: 3 clusters Score -7274968 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7275572.500000 Penalty: 5442.146484
	Iteration 15Q: 3 clusters Score -7275572 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7276008.000000 Penalty: 5442.146484
	Iteration 16Q: 3 clusters Score -7276008 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7276310.500000 Penalty: 5442.146484
	Iteration 17Q: 3 clusters Score -7276310 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7276534.500000 Penalty: 5442.146484
	Iteration 18Q: 3 clusters Score -7276534 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7276783.500000 Penalty: 5442.146484
	Iteration 19Q: 3 clusters Score -7276784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7276939.000000 Penalty: 5442.146484
	Iteration 20F: 3 clusters Score -7276939 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7277081.500000 Penalty: 5442.146484
	Iteration 21Q: 3 clusters Score -7277082 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7277177.500000 Penalty: 5442.146484
	Iteration 22Q: 3 clusters Score -7277178 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7277222.500000 Penalty: 5442.146484
	Iteration 23Q: 3 clusters Score -7277222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56943 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7277289.500000 Penalty: 5442.146484
	Iteration 24Q: 3 clusters Score -7277290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7277323.500000 Penalty: 5442.146484
	Iteration 25Q: 3 clusters Score -7277324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7277336.500000 Penalty: 5442.146484
	Iteration 26Q: 3 clusters Score -7277336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7277370.500000 Penalty: 5442.146484
	Iteration 27Q: 3 clusters Score -7277370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7277394.500000 Penalty: 5442.146484
	Iteration 28Q: 3 clusters Score -7277394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7277391.500000 Penalty: 5442.146484
	Iteration 29Q: 3 clusters Score -7277392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7277410.000000 Penalty: 5442.146484
	Iteration 30Q: 3 clusters Score -7277410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7277420.000000 Penalty: 5442.146484
	Iteration 31Q: 3 clusters Score -7277420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7277414.500000 Penalty: 5442.146484
	Iteration 32Q: 3 clusters Score -7277414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7277425.000000 Penalty: 5442.146484
	Iteration 33Q: 3 clusters Score -7277425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7277433.500000 Penalty: 5442.146484
	Iteration 34Q: 3 clusters Score -7277434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7277432.500000 Penalty: 5442.146484
	Iteration 35Q: 3 clusters Score -7277432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7277432.000000 Penalty: 5442.146484
	Iteration 36Q: 3 clusters Score -7277432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7277436.000000 Penalty: 5442.146484
	Iteration 37Q: 3 clusters Score -7277436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7277433.500000 Penalty: 5442.146484
	Iteration 38Q: 3 clusters Score -7277434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7277437.500000 Penalty: 5442.146484
	Iteration 39Q: 3 clusters Score -7277438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7277439.000000 Penalty: 5442.146484
	Iteration 40F: 3 clusters Score -7277439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7277438.500000 Penalty: 5442.146484
	Iteration 41Q: 3 clusters Score -7277438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7277430.500000 Penalty: 5442.146484
	Iteration 42Q: 3 clusters Score -7277430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7277440.000000 Penalty: 5442.146484
	Iteration 43Q: 3 clusters Score -7277440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7277436.000000 Penalty: 5442.146484
	Iteration 44Q: 3 clusters Score -7277436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7277431.000000 Penalty: 5442.146484
	Iteration 45Q: 3 clusters Score -7277431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7277441.000000 Penalty: 5442.146484
	Iteration 46Q: 3 clusters Score -7277441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7277451.500000 Penalty: 5442.146484
	Iteration 47Q: 3 clusters Score -7277452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7277454.500000 Penalty: 5442.146484
	Iteration 48Q: 3 clusters Score -7277454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7277454.500000 Penalty: 5442.146484
	Iteration 49F: 3 clusters Score -7277454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -512875.875000 Penalty: 2083.419189
	Iteration 0F: 2 clusters Score -512875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -508625.468750 Penalty: 4166.838379
	Iteration 0F: 3 clusters Score -508625.5 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -509623.343750 Penalty: 4166.838379
	Iteration 1F: 3 clusters Score -509623.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -509827.843750 Penalty: 4166.838379
	Iteration 2F: 3 clusters Score -509827.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -509946.875000 Penalty: 4166.838379
	Iteration 3F: 3 clusters Score -509946.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -510018.718750 Penalty: 4166.838379
	Iteration 4Q: 3 clusters Score -510018.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -510087.437500 Penalty: 4166.838379
	Iteration 5Q: 3 clusters Score -510087.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -510142.156250 Penalty: 4166.838379
	Iteration 6Q: 3 clusters Score -510142.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -510192.812500 Penalty: 4166.838379
	Iteration 7Q: 3 clusters Score -510192.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -510246.593750 Penalty: 4166.838379
	Iteration 8Q: 3 clusters Score -510246.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -510291.187500 Penalty: 4166.838379
	Iteration 9Q: 3 clusters Score -510291.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -510327.781250 Penalty: 4166.838379
	Iteration 10Q: 3 clusters Score -510327.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -510377.500000 Penalty: 4166.838379
	Iteration 11Q: 3 clusters Score -510377.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -510412.156250 Penalty: 4166.838379
	Iteration 12Q: 3 clusters Score -510412.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -510443.500000 Penalty: 4166.838379
	Iteration 13Q: 3 clusters Score -510443.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -510475.093750 Penalty: 4166.838379
	Iteration 14Q: 3 clusters Score -510475.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -510502.906250 Penalty: 4166.838379
	Iteration 15Q: 3 clusters Score -510502.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -510525.156250 Penalty: 4166.838379
	Iteration 16Q: 3 clusters Score -510525.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -510542.187500 Penalty: 4166.838379
	Iteration 17Q: 3 clusters Score -510542.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -510563.500000 Penalty: 4166.838379
	Iteration 18Q: 3 clusters Score -510563.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -510592.375000 Penalty: 4166.838379
	Iteration 19Q: 3 clusters Score -510592.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -510613.562500 Penalty: 4166.838379
	Iteration 20F: 3 clusters Score -510613.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -510631.531250 Penalty: 4166.838379
	Iteration 21Q: 3 clusters Score -510631.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -510649.656250 Penalty: 4166.838379
	Iteration 22Q: 3 clusters Score -510649.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -510663.343750 Penalty: 4166.838379
	Iteration 23Q: 3 clusters Score -510663.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -510674.937500 Penalty: 4166.838379
	Iteration 24Q: 3 clusters Score -510674.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -510687.781250 Penalty: 4166.838379
	Iteration 25Q: 3 clusters Score -510687.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -510698.625000 Penalty: 4166.838379
	Iteration 26Q: 3 clusters Score -510698.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -510707.531250 Penalty: 4166.838379
	Iteration 27Q: 3 clusters Score -510707.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -510716.406250 Penalty: 4166.838379
	Iteration 28Q: 3 clusters Score -510716.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -510725.875000 Penalty: 4166.838379
	Iteration 29Q: 3 clusters Score -510725.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -510736.937500 Penalty: 4166.838379
	Iteration 30Q: 3 clusters Score -510736.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -510750.937500 Penalty: 4166.838379
	Iteration 31Q: 3 clusters Score -510750.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -510765.468750 Penalty: 4166.838379
	Iteration 32Q: 3 clusters Score -510765.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -510779.968750 Penalty: 4166.838379
	Iteration 33Q: 3 clusters Score -510780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -510795.968750 Penalty: 4166.838379
	Iteration 34Q: 3 clusters Score -510796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -510813.500000 Penalty: 4166.838379
	Iteration 35Q: 3 clusters Score -510813.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -510834.718750 Penalty: 4166.838379
	Iteration 36Q: 3 clusters Score -510834.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -510854.031250 Penalty: 4166.838379
	Iteration 37Q: 3 clusters Score -510854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -510866.031250 Penalty: 4166.838379
	Iteration 38Q: 3 clusters Score -510866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -510876.781250 Penalty: 4166.838379
	Iteration 39Q: 3 clusters Score -510876.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -510890.562500 Penalty: 4166.838379
	Iteration 40F: 3 clusters Score -510890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -510902.375000 Penalty: 4166.838379
	Iteration 41Q: 3 clusters Score -510902.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -510912.562500 Penalty: 4166.838379
	Iteration 42Q: 3 clusters Score -510912.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -510921.718750 Penalty: 4166.838379
	Iteration 43Q: 3 clusters Score -510921.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -510931.343750 Penalty: 4166.838379
	Iteration 44Q: 3 clusters Score -510931.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -510941.156250 Penalty: 4166.838379
	Iteration 45Q: 3 clusters Score -510941.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -510950.718750 Penalty: 4166.838379
	Iteration 46Q: 3 clusters Score -510950.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -510961.687500 Penalty: 4166.838379
	Iteration 47Q: 3 clusters Score -510961.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -510974.031250 Penalty: 4166.838379
	Iteration 48Q: 3 clusters Score -510974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -510985.531250 Penalty: 4166.838379
	Iteration 49Q: 3 clusters Score -510985.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -510990.625000 Penalty: 4166.838379
	Iteration 50Q: 3 clusters Score -510990.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -510997.000000 Penalty: 4166.838379
	Iteration 51Q: 3 clusters Score -510997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -511003.281250 Penalty: 4166.838379
	Iteration 52Q: 3 clusters Score -511003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -511010.500000 Penalty: 4166.838379
	Iteration 53Q: 3 clusters Score -511010.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -511015.968750 Penalty: 4166.838379
	Iteration 54Q: 3 clusters Score -511016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -511021.000000 Penalty: 4166.838379
	Iteration 55Q: 3 clusters Score -511021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -511033.281250 Penalty: 4166.838379
	Iteration 56Q: 3 clusters Score -511033.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -511045.968750 Penalty: 4166.838379
	Iteration 57Q: 3 clusters Score -511046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -511053.187500 Penalty: 4166.838379
	Iteration 58Q: 3 clusters Score -511053.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -511060.968750 Penalty: 4166.838379
	Iteration 59Q: 3 clusters Score -511061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -511067.406250 Penalty: 4166.838379
	Iteration 60F: 3 clusters Score -511067.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -511073.125000 Penalty: 4166.838379
	Iteration 61Q: 3 clusters Score -511073.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -511079.875000 Penalty: 4166.838379
	Iteration 62Q: 3 clusters Score -511079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -511088.218750 Penalty: 4166.838379
	Iteration 63Q: 3 clusters Score -511088.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -511098.437500 Penalty: 4166.838379
	Iteration 64Q: 3 clusters Score -511098.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -511103.562500 Penalty: 4166.838379
	Iteration 65Q: 3 clusters Score -511103.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -511110.093750 Penalty: 4166.838379
	Iteration 66Q: 3 clusters Score -511110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -511117.250000 Penalty: 4166.838379
	Iteration 67Q: 3 clusters Score -511117.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -511125.625000 Penalty: 4166.838379
	Iteration 68Q: 3 clusters Score -511125.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -511133.312500 Penalty: 4166.838379
	Iteration 69Q: 3 clusters Score -511133.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -511140.375000 Penalty: 4166.838379
	Iteration 70Q: 3 clusters Score -511140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -511143.750000 Penalty: 4166.838379
	Iteration 71Q: 3 clusters Score -511143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -511145.906250 Penalty: 4166.838379
	Iteration 72Q: 3 clusters Score -511145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -511148.062500 Penalty: 4166.838379
	Iteration 73Q: 3 clusters Score -511148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -511154.906250 Penalty: 4166.838379
	Iteration 74Q: 3 clusters Score -511154.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -511159.968750 Penalty: 4166.838379
	Iteration 75Q: 3 clusters Score -511160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -511166.562500 Penalty: 4166.838379
	Iteration 76Q: 3 clusters Score -511166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -511172.281250 Penalty: 4166.838379
	Iteration 77Q: 3 clusters Score -511172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -511176.781250 Penalty: 4166.838379
	Iteration 78Q: 3 clusters Score -511176.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -511181.218750 Penalty: 4166.838379
	Iteration 79Q: 3 clusters Score -511181.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -511189.062500 Penalty: 4166.838379
	Iteration 80F: 3 clusters Score -511189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -511195.281250 Penalty: 4166.838379
	Iteration 81Q: 3 clusters Score -511195.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -511203.281250 Penalty: 4166.838379
	Iteration 82Q: 3 clusters Score -511203.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -511214.375000 Penalty: 4166.838379
	Iteration 83Q: 3 clusters Score -511214.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -511224.625000 Penalty: 4166.838379
	Iteration 84Q: 3 clusters Score -511224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -511232.937500 Penalty: 4166.838379
	Iteration 85Q: 3 clusters Score -511232.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -511239.656250 Penalty: 4166.838379
	Iteration 86Q: 3 clusters Score -511239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -511243.343750 Penalty: 4166.838379
	Iteration 87Q: 3 clusters Score -511243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -511246.968750 Penalty: 4166.838379
	Iteration 88Q: 3 clusters Score -511247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -511253.218750 Penalty: 4166.838379
	Iteration 89Q: 3 clusters Score -511253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -511258.656250 Penalty: 4166.838379
	Iteration 90Q: 3 clusters Score -511258.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -511266.937500 Penalty: 4166.838379
	Iteration 91Q: 3 clusters Score -511266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -511274.531250 Penalty: 4166.838379
	Iteration 92Q: 3 clusters Score -511274.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -511280.625000 Penalty: 4166.838379
	Iteration 93Q: 3 clusters Score -511280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -511286.406250 Penalty: 4166.838379
	Iteration 94Q: 3 clusters Score -511286.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -511292.343750 Penalty: 4166.838379
	Iteration 95Q: 3 clusters Score -511292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -511293.875000 Penalty: 4166.838379
	Iteration 96Q: 3 clusters Score -511293.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -511297.906250 Penalty: 4166.838379
	Iteration 97Q: 3 clusters Score -511297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -511303.093750 Penalty: 4166.838379
	Iteration 98Q: 3 clusters Score -511303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -511307.656250 Penalty: 4166.838379
	Iteration 99Q: 3 clusters Score -511307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -511313.562500 Penalty: 4166.838379
	Iteration 100F: 3 clusters Score -511313.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -511319.218750 Penalty: 4166.838379
	Iteration 101Q: 3 clusters Score -511319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -511325.781250 Penalty: 4166.838379
	Iteration 102Q: 3 clusters Score -511325.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -511331.312500 Penalty: 4166.838379
	Iteration 103Q: 3 clusters Score -511331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -511337.187500 Penalty: 4166.838379
	Iteration 104Q: 3 clusters Score -511337.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -511341.312500 Penalty: 4166.838379
	Iteration 105Q: 3 clusters Score -511341.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -511343.750000 Penalty: 4166.838379
	Iteration 106Q: 3 clusters Score -511343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -511346.125000 Penalty: 4166.838379
	Iteration 107Q: 3 clusters Score -511346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -511347.750000 Penalty: 4166.838379
	Iteration 108Q: 3 clusters Score -511347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -511348.281250 Penalty: 4166.838379
	Iteration 109Q: 3 clusters Score -511348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -511349.343750 Penalty: 4166.838379
	Iteration 110Q: 3 clusters Score -511349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -511351.343750 Penalty: 4166.838379
	Iteration 111Q: 3 clusters Score -511351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -511351.687500 Penalty: 4166.838379
	Iteration 112Q: 3 clusters Score -511351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -511353.125000 Penalty: 4166.838379
	Iteration 113Q: 3 clusters Score -511353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -511356.750000 Penalty: 4166.838379
	Iteration 114Q: 3 clusters Score -511356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -511357.406250 Penalty: 4166.838379
	Iteration 115Q: 3 clusters Score -511357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -511357.406250 Penalty: 4166.838379
	Iteration 116F: 3 clusters Score -511357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Entering Unmasked Estep 
Score: -7818266.500000 Penalty: 2739.468750
	Iteration 0F: 2 clusters Score -7818266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -7776437.000000 Penalty: 5478.937500
	Iteration 0F: 3 clusters Score -7776437 nChanged 29046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -7793242.500000 Penalty: 5478.937500
	Iteration 1F: 3 clusters Score -7793242 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -7794431.500000 Penalty: 5478.937500
	Iteration 2Q: 3 clusters Score -7794432 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -7796018.500000 Penalty: 5478.937500
	Iteration 3Q: 3 clusters Score -7796018 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -7798010.000000 Penalty: 5478.937500
	Iteration 4F: 3 clusters Score -7798010 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -7800398.500000 Penalty: 5478.937500
	Iteration 5F: 3 clusters Score -7800398 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7803269.000000 Penalty: 5478.937500
	Iteration 6F: 3 clusters Score -7803269 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7806106.000000 Penalty: 5478.937500
	Iteration 7F: 3 clusters Score -7806106 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -7808561.000000 Penalty: 5478.937500
	Iteration 8F: 3 clusters Score -7808561 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -7809971.500000 Penalty: 5478.937500
	Iteration 9Q: 3 clusters Score -7809972 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -7810617.000000 Penalty: 5478.937500
	Iteration 10Q: 3 clusters Score -7810617 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -7811002.500000 Penalty: 5478.937500
	Iteration 11Q: 3 clusters Score -7811002 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -7811249.500000 Penalty: 5478.937500
	Iteration 12Q: 3 clusters Score -7811250 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -7811491.500000 Penalty: 5478.937500
	Iteration 13Q: 3 clusters Score -7811492 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -7811669.000000 Penalty: 5478.937500
	Iteration 14Q: 3 clusters Score -7811669 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -7811860.500000 Penalty: 5478.937500
	Iteration 15Q: 3 clusters Score -7811860 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -7811990.000000 Penalty: 5478.937500
	Iteration 16Q: 3 clusters Score -7811990 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -7812131.500000 Penalty: 5478.937500
	Iteration 17Q: 3 clusters Score -7812132 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -7812291.500000 Penalty: 5478.937500
	Iteration 18Q: 3 clusters Score -7812292 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -7812414.500000 Penalty: 5478.937500
	Iteration 19Q: 3 clusters Score -7812414 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7812530.000000 Penalty: 5478.937500
	Iteration 20F: 3 clusters Score -7812530 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -7812641.000000 Penalty: 5478.937500
	Iteration 21Q: 3 clusters Score -7812641 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -7812750.000000 Penalty: 5478.937500
	Iteration 22Q: 3 clusters Score -7812750 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7812863.500000 Penalty: 5478.937500
	Iteration 23Q: 3 clusters Score -7812864 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -7812944.500000 Penalty: 5478.937500
	Iteration 24Q: 3 clusters Score -7812944 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -7813046.500000 Penalty: 5478.937500
	Iteration 25Q: 3 clusters Score -7813046 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7813164.500000 Penalty: 5478.937500
	Iteration 26Q: 3 clusters Score -7813164 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -7813312.000000 Penalty: 5478.937500
	Iteration 27Q: 3 clusters Score -7813312 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7813479.500000 Penalty: 5478.937500
	Iteration 28Q: 3 clusters Score -7813480 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -7813656.000000 Penalty: 5478.937500
	Iteration 29Q: 3 clusters Score -7813656 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -7813821.000000 Penalty: 5478.937500
	Iteration 30Q: 3 clusters Score -7813821 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7813910.000000 Penalty: 5478.937500
	Iteration 31Q: 3 clusters Score -7813910 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -7814074.500000 Penalty: 5478.937500
	Iteration 32Q: 3 clusters Score -7814074 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -7814186.500000 Penalty: 5478.937500
	Iteration 33Q: 3 clusters Score -7814186 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -7814275.000000 Penalty: 5478.937500
	Iteration 34Q: 3 clusters Score -7814275 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51865 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7814868 nChanged 506
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Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7815052 nChanged 452
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Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7815169 nChanged 446
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Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7815269 nChanged 428
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Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7815344 nChanged 411
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Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7815439 nChanged 388
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Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7815602 nChanged 318
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Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7815716 nChanged 290
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Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7815778 nChanged 271
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Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7815826 nChanged 266
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Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7815852 nChanged 253
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Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7815898 nChanged 215
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Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7815954 nChanged 210
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Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7815994 nChanged 184
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Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7816040 nChanged 195
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Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7816086 nChanged 185
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Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7816111 nChanged 182
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Mstep: Class 1 contains 57418 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7816123 nChanged 192
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Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7816164 nChanged 166
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Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7816214 nChanged 161
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Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7816259 nChanged 138
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Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7816280 nChanged 133
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Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7816306 nChanged 119
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Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7816334 nChanged 111
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Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7816348 nChanged 84
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Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7816359 nChanged 69
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Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7816364 nChanged 52
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Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7816371 nChanged 52
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Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7816374 nChanged 48
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Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7816398 nChanged 48
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Mstep: Class 1 contains 58785 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7816397 nChanged 28
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Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7816398 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7816405 nChanged 26
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Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7816403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7816420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7816426 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7816428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7816424 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7816437 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7816440 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7816429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7816440 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7816443.500000 Penalty: 5478.937500
	Iteration 81Q: 3 clusters Score -7816444 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7816434 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7816439 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7816448 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7816462.500000 Penalty: 5478.937500
	Iteration 85Q: 3 clusters Score -7816462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7816464 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7816458 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7816474 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7816476 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7816478 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7816475 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7816470 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7816468 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7816481.500000 Penalty: 5478.937500
	Iteration 94Q: 3 clusters Score -7816482 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7816486 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7816495 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7816488.000000 Penalty: 5478.937500
	Iteration 97Q: 3 clusters Score -7816488 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7816491.000000 Penalty: 5478.937500
	Iteration 98Q: 3 clusters Score -7816491 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7816491 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7816502.500000 Penalty: 5478.937500
	Iteration 100F: 3 clusters Score -7816502 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7816495 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7816495 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7816499.000000 Penalty: 5478.937500
	Iteration 103Q: 3 clusters Score -7816499 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7816496 nChanged 12
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Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7816498 nChanged 11
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Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7816504 nChanged 7
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Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7816518.000000 Penalty: 5478.937500
	Iteration 107Q: 3 clusters Score -7816518 nChanged 4
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Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7816511.500000 Penalty: 5478.937500
	Iteration 108Q: 3 clusters Score -7816512 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7816520 nChanged 6
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Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7816513.000000 Penalty: 5478.937500
	Iteration 110Q: 3 clusters Score -7816513 nChanged 7
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Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7816516 nChanged 10
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Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7816518 nChanged 6
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Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7816510.000000 Penalty: 5478.937500
	Iteration 113Q: 3 clusters Score -7816510 nChanged 4
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Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7816510 nChanged 5
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Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7816512 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7816516 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7816514.000000 Penalty: 5478.937500
	Iteration 117Q: 3 clusters Score -7816514 nChanged 5
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Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7816512 nChanged 7
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Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7816516 nChanged 5
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Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7816518.500000 Penalty: 5478.937500
	Iteration 120F: 3 clusters Score -7816518 nChanged 10
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Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7816518 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7816516 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7816526.500000 Penalty: 5478.937500
	Iteration 123Q: 3 clusters Score -7816526 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7816519.000000 Penalty: 5478.937500
	Iteration 124Q: 3 clusters Score -7816519 nChanged 8
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Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7816522.000000 Penalty: 5478.937500
	Iteration 125Q: 3 clusters Score -7816522 nChanged 9
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Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7816524.500000 Penalty: 5478.937500
	Iteration 126Q: 3 clusters Score -7816524 nChanged 8
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Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7816523 nChanged 10
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Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7816534.500000 Penalty: 5478.937500
	Iteration 128Q: 3 clusters Score -7816534 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7816527.000000 Penalty: 5478.937500
	Iteration 129Q: 3 clusters Score -7816527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7816531.000000 Penalty: 5478.937500
	Iteration 130Q: 3 clusters Score -7816531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7816531.000000 Penalty: 5478.937500
	Iteration 131F: 3 clusters Score -7816531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Entering Unmasked Estep 
Score: -8591138.000000 Penalty: 2762.422119
	Iteration 0F: 2 clusters Score -8591138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8545009.000000 Penalty: 5524.844238
	Iteration 0F: 3 clusters Score -8545009 nChanged 32245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8562905.000000 Penalty: 5524.844238
	Iteration 1F: 3 clusters Score -8562905 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8563728.000000 Penalty: 5524.844238
	Iteration 2Q: 3 clusters Score -8563728 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -8564821.000000 Penalty: 5524.844238
	Iteration 3Q: 3 clusters Score -8564821 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -8566908.000000 Penalty: 5524.844238
	Iteration 4F: 3 clusters Score -8566908 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8570263.000000 Penalty: 5524.844238
	Iteration 5F: 3 clusters Score -8570263 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -8575278.000000 Penalty: 5524.844238
	Iteration 6F: 3 clusters Score -8575278 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -8580811.000000 Penalty: 5524.844238
	Iteration 7F: 3 clusters Score -8580811 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -8584957.000000 Penalty: 5524.844238
	Iteration 8F: 3 clusters Score -8584957 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -8586759.000000 Penalty: 5524.844238
	Iteration 9Q: 3 clusters Score -8586759 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -8587329.000000 Penalty: 5524.844238
	Iteration 10Q: 3 clusters Score -8587329 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -8587618.000000 Penalty: 5524.844238
	Iteration 11Q: 3 clusters Score -8587618 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -8587837.000000 Penalty: 5524.844238
	Iteration 12Q: 3 clusters Score -8587837 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -8588007.000000 Penalty: 5524.844238
	Iteration 13Q: 3 clusters Score -8588007 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -8588173.000000 Penalty: 5524.844238
	Iteration 14Q: 3 clusters Score -8588173 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -8588311.000000 Penalty: 5524.844238
	Iteration 15Q: 3 clusters Score -8588311 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -8588457.000000 Penalty: 5524.844238
	Iteration 16Q: 3 clusters Score -8588457 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -8588587.000000 Penalty: 5524.844238
	Iteration 17Q: 3 clusters Score -8588587 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8588665.000000 Penalty: 5524.844238
	Iteration 18Q: 3 clusters Score -8588665 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -8588773.000000 Penalty: 5524.844238
	Iteration 19Q: 3 clusters Score -8588773 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -8588874.000000 Penalty: 5524.844238
	Iteration 20F: 3 clusters Score -8588874 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8588933.000000 Penalty: 5524.844238
	Iteration 21Q: 3 clusters Score -8588933 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -8589026.000000 Penalty: 5524.844238
	Iteration 22Q: 3 clusters Score -8589026 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -8589128.000000 Penalty: 5524.844238
	Iteration 23Q: 3 clusters Score -8589128 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -8589221.000000 Penalty: 5524.844238
	Iteration 24Q: 3 clusters Score -8589221 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -8589339.000000 Penalty: 5524.844238
	Iteration 25Q: 3 clusters Score -8589339 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8589390.000000 Penalty: 5524.844238
	Iteration 26Q: 3 clusters Score -8589390 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8589481.000000 Penalty: 5524.844238
	Iteration 27Q: 3 clusters Score -8589481 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -8589530.000000 Penalty: 5524.844238
	Iteration 28Q: 3 clusters Score -8589530 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -8589560.000000 Penalty: 5524.844238
	Iteration 29Q: 3 clusters Score -8589560 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8589613.000000 Penalty: 5524.844238
	Iteration 30Q: 3 clusters Score -8589613 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -8589663.000000 Penalty: 5524.844238
	Iteration 31Q: 3 clusters Score -8589663 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -8589714.000000 Penalty: 5524.844238
	Iteration 32Q: 3 clusters Score -8589714 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -8589747.000000 Penalty: 5524.844238
	Iteration 33Q: 3 clusters Score -8589747 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -8589772.000000 Penalty: 5524.844238
	Iteration 34Q: 3 clusters Score -8589772 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -8589802.000000 Penalty: 5524.844238
	Iteration 35Q: 3 clusters Score -8589802 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -8589819.000000 Penalty: 5524.844238
	Iteration 36Q: 3 clusters Score -8589819 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -8589858.000000 Penalty: 5524.844238
	Iteration 37Q: 3 clusters Score -8589858 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8589876.000000 Penalty: 5524.844238
	Iteration 38Q: 3 clusters Score -8589876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -8589875.000000 Penalty: 5524.844238
	Iteration 39Q: 3 clusters Score -8589875 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -8589888.000000 Penalty: 5524.844238
	Iteration 40F: 3 clusters Score -8589888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -8589905.000000 Penalty: 5524.844238
	Iteration 41Q: 3 clusters Score -8589905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -8589931.000000 Penalty: 5524.844238
	Iteration 42Q: 3 clusters Score -8589931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -8589940.000000 Penalty: 5524.844238
	Iteration 43Q: 3 clusters Score -8589940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -8589953.000000 Penalty: 5524.844238
	Iteration 44Q: 3 clusters Score -8589953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -8589946.000000 Penalty: 5524.844238
	Iteration 45Q: 3 clusters Score -8589946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -8589955.000000 Penalty: 5524.844238
	Iteration 46Q: 3 clusters Score -8589955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -8589959.000000 Penalty: 5524.844238
	Iteration 47Q: 3 clusters Score -8589959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -8589969.000000 Penalty: 5524.844238
	Iteration 48Q: 3 clusters Score -8589969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -8589962.000000 Penalty: 5524.844238
	Iteration 49Q: 3 clusters Score -8589962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -8589990.000000 Penalty: 5524.844238
	Iteration 50Q: 3 clusters Score -8589990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -8589986.000000 Penalty: 5524.844238
	Iteration 51Q: 3 clusters Score -8589986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -8589980.000000 Penalty: 5524.844238
	Iteration 52Q: 3 clusters Score -8589980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -8589989.000000 Penalty: 5524.844238
	Iteration 53Q: 3 clusters Score -8589989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -8589989.000000 Penalty: 5524.844238
	Iteration 54Q: 3 clusters Score -8589989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -8590004.000000 Penalty: 5524.844238
	Iteration 55Q: 3 clusters Score -8590004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -8590002.000000 Penalty: 5524.844238
	Iteration 56Q: 3 clusters Score -8590002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -8590015.000000 Penalty: 5524.844238
	Iteration 57Q: 3 clusters Score -8590015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -8590014.000000 Penalty: 5524.844238
	Iteration 58Q: 3 clusters Score -8590014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -8590008.000000 Penalty: 5524.844238
	Iteration 59Q: 3 clusters Score -8590008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -8590013.000000 Penalty: 5524.844238
	Iteration 60F: 3 clusters Score -8590013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -8590011.000000 Penalty: 5524.844238
	Iteration 61Q: 3 clusters Score -8590011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -8590020.000000 Penalty: 5524.844238
	Iteration 62Q: 3 clusters Score -8590020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -8590024.000000 Penalty: 5524.844238
	Iteration 63Q: 3 clusters Score -8590024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -8590019.000000 Penalty: 5524.844238
	Iteration 64Q: 3 clusters Score -8590019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -8590022.000000 Penalty: 5524.844238
	Iteration 65Q: 3 clusters Score -8590022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -8590011.000000 Penalty: 5524.844238
	Iteration 66Q: 3 clusters Score -8590011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -8590011.000000 Penalty: 5524.844238
	Iteration 67F: 3 clusters Score -8590011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Entering Unmasked Estep 
Score: -12235395.000000 Penalty: 2853.852783
	Iteration 0F: 2 clusters Score -1.22354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -12168839.000000 Penalty: 5707.705566
	Iteration 0F: 3 clusters Score -1.216884e+07 nChanged 47144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -12195672.000000 Penalty: 5707.705566
	Iteration 1F: 3 clusters Score -1.219567e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -12196346.000000 Penalty: 5707.705566
	Iteration 2Q: 3 clusters Score -1.219635e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -12197114.000000 Penalty: 5707.705566
	Iteration 3Q: 3 clusters Score -1.219711e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -12198032.000000 Penalty: 5707.705566
	Iteration 4Q: 3 clusters Score -1.219803e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -12199339.000000 Penalty: 5707.705566
	Iteration 5Q: 3 clusters Score -1.219934e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -12201310.000000 Penalty: 5707.705566
	Iteration 6Q: 3 clusters Score -1.220131e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -12204324.000000 Penalty: 5707.705566
	Iteration 7F: 3 clusters Score -1.220432e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -12208703.000000 Penalty: 5707.705566
	Iteration 8F: 3 clusters Score -1.22087e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -12214096.000000 Penalty: 5707.705566
	Iteration 9F: 3 clusters Score -1.22141e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -12218935.000000 Penalty: 5707.705566
	Iteration 10F: 3 clusters Score -1.221894e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -12222131.000000 Penalty: 5707.705566
	Iteration 11Q: 3 clusters Score -1.222213e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -12223854.000000 Penalty: 5707.705566
	Iteration 12Q: 3 clusters Score -1.222385e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -12224993.000000 Penalty: 5707.705566
	Iteration 13Q: 3 clusters Score -1.222499e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -12225996.000000 Penalty: 5707.705566
	Iteration 14Q: 3 clusters Score -1.2226e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -12226945.000000 Penalty: 5707.705566
	Iteration 15Q: 3 clusters Score -1.222694e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -12227942.000000 Penalty: 5707.705566
	Iteration 16Q: 3 clusters Score -1.222794e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84745 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -12228958.000000 Penalty: 5707.705566
	Iteration 17Q: 3 clusters Score -1.222896e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -12229859.000000 Penalty: 5707.705566
	Iteration 18Q: 3 clusters Score -1.222986e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87854 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -12230674.000000 Penalty: 5707.705566
	Iteration 19Q: 3 clusters Score -1.223067e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -12231321.000000 Penalty: 5707.705566
	Iteration 20F: 3 clusters Score -1.223132e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -12231830.000000 Penalty: 5707.705566
	Iteration 21Q: 3 clusters Score -1.223183e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91051 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -12232328.000000 Penalty: 5707.705566
	Iteration 22Q: 3 clusters Score -1.223233e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91871 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -12232829.000000 Penalty: 5707.705566
	Iteration 23Q: 3 clusters Score -1.223283e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -12233075.000000 Penalty: 5707.705566
	Iteration 24Q: 3 clusters Score -1.223308e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -12233324.000000 Penalty: 5707.705566
	Iteration 25Q: 3 clusters Score -1.223332e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93597 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -12233445.000000 Penalty: 5707.705566
	Iteration 26Q: 3 clusters Score -1.223344e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93974 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -12233555.000000 Penalty: 5707.705566
	Iteration 27Q: 3 clusters Score -1.223356e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94293 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -12233666.000000 Penalty: 5707.705566
	Iteration 28Q: 3 clusters Score -1.223367e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -12233721.000000 Penalty: 5707.705566
	Iteration 29Q: 3 clusters Score -1.223372e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -12233761.000000 Penalty: 5707.705566
	Iteration 30Q: 3 clusters Score -1.223376e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -12233825.000000 Penalty: 5707.705566
	Iteration 31Q: 3 clusters Score -1.223382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -12233865.000000 Penalty: 5707.705566
	Iteration 32Q: 3 clusters Score -1.223386e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95228 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -12233877.000000 Penalty: 5707.705566
	Iteration 33Q: 3 clusters Score -1.223388e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -12233910.000000 Penalty: 5707.705566
	Iteration 34Q: 3 clusters Score -1.223391e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -12233936.000000 Penalty: 5707.705566
	Iteration 35Q: 3 clusters Score -1.223394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -12233961.000000 Penalty: 5707.705566
	Iteration 36Q: 3 clusters Score -1.223396e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -12233974.000000 Penalty: 5707.705566
	Iteration 37Q: 3 clusters Score -1.223397e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -12233982.000000 Penalty: 5707.705566
	Iteration 38Q: 3 clusters Score -1.223398e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95778 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -12234020.000000 Penalty: 5707.705566
	Iteration 39Q: 3 clusters Score -1.223402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12234043.000000 Penalty: 5707.705566
	Iteration 40F: 3 clusters Score -1.223404e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -12234055.000000 Penalty: 5707.705566
	Iteration 41Q: 3 clusters Score -1.223406e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -12234058.000000 Penalty: 5707.705566
	Iteration 42Q: 3 clusters Score -1.223406e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96060 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -12234080.000000 Penalty: 5707.705566
	Iteration 43Q: 3 clusters Score -1.223408e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -12234070.000000 Penalty: 5707.705566
	Iteration 44Q: 3 clusters Score -1.223407e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -12234079.000000 Penalty: 5707.705566
	Iteration 45Q: 3 clusters Score -1.223408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -12234083.000000 Penalty: 5707.705566
	Iteration 46Q: 3 clusters Score -1.223408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -12234095.000000 Penalty: 5707.705566
	Iteration 47Q: 3 clusters Score -1.22341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -12234096.000000 Penalty: 5707.705566
	Iteration 48Q: 3 clusters Score -1.22341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -12234082.000000 Penalty: 5707.705566
	Iteration 49Q: 3 clusters Score -1.223408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -12234066.000000 Penalty: 5707.705566
	Iteration 50Q: 3 clusters Score -1.223407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -12234056.000000 Penalty: 5707.705566
	Iteration 51Q: 3 clusters Score -1.223406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -12234060.000000 Penalty: 5707.705566
	Iteration 52Q: 3 clusters Score -1.223406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -12234066.000000 Penalty: 5707.705566
	Iteration 53Q: 3 clusters Score -1.223407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96371 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -12234066.000000 Penalty: 5707.705566
	Iteration 54Q: 3 clusters Score -1.223407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -12234058.000000 Penalty: 5707.705566
	Iteration 55Q: 3 clusters Score -1.223406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -12234063.000000 Penalty: 5707.705566
	Iteration 56Q: 3 clusters Score -1.223406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -12234056.000000 Penalty: 5707.705566
	Iteration 57Q: 3 clusters Score -1.223406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -12234070.000000 Penalty: 5707.705566
	Iteration 58Q: 3 clusters Score -1.223407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -12234075.000000 Penalty: 5707.705566
	Iteration 59Q: 3 clusters Score -1.223408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96470 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -12234079.000000 Penalty: 5707.705566
	Iteration 60F: 3 clusters Score -1.223408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -12234081.000000 Penalty: 5707.705566
	Iteration 61Q: 3 clusters Score -1.223408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12234084.000000 Penalty: 5707.705566
	Iteration 62Q: 3 clusters Score -1.223408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -12234074.000000 Penalty: 5707.705566
	Iteration 63Q: 3 clusters Score -1.223407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -12234068.000000 Penalty: 5707.705566
	Iteration 64Q: 3 clusters Score -1.223407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12234071.000000 Penalty: 5707.705566
	Iteration 65Q: 3 clusters Score -1.223407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -12234065.000000 Penalty: 5707.705566
	Iteration 66Q: 3 clusters Score -1.223406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -12234070.000000 Penalty: 5707.705566
	Iteration 67Q: 3 clusters Score -1.223407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -12234068.000000 Penalty: 5707.705566
	Iteration 68Q: 3 clusters Score -1.223407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -12234068.000000 Penalty: 5707.705566
	Iteration 69F: 3 clusters Score -1.223407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Entering Unmasked Estep 
Score: -306841.937500 Penalty: 1940.065674
	Iteration 0F: 2 clusters Score -306841.9 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 1197 members 
Entering Unmasked Estep 
Score: -303905.500000 Penalty: 3880.131348
	Iteration 0F: 3 clusters Score -303905.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -304457.937500 Penalty: 3880.131348
	Iteration 1F: 3 clusters Score -304457.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -304629.968750 Penalty: 3880.131348
	Iteration 2F: 3 clusters Score -304630 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -304774.500000 Penalty: 3880.131348
	Iteration 3F: 3 clusters Score -304774.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -304876.250000 Penalty: 3880.131348
	Iteration 4Q: 3 clusters Score -304876.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -304954.625000 Penalty: 3880.131348
	Iteration 5Q: 3 clusters Score -304954.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305003.437500 Penalty: 3880.131348
	Iteration 6Q: 3 clusters Score -305003.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305041.718750 Penalty: 3880.131348
	Iteration 7Q: 3 clusters Score -305041.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305084.625000 Penalty: 3880.131348
	Iteration 8Q: 3 clusters Score -305084.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305130.000000 Penalty: 3880.131348
	Iteration 9Q: 3 clusters Score -305130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305160.687500 Penalty: 3880.131348
	Iteration 10Q: 3 clusters Score -305160.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -305180.281250 Penalty: 3880.131348
	Iteration 11Q: 3 clusters Score -305180.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305193.093750 Penalty: 3880.131348
	Iteration 12Q: 3 clusters Score -305193.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -305200.656250 Penalty: 3880.131348
	Iteration 13Q: 3 clusters Score -305200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305206.000000 Penalty: 3880.131348
	Iteration 14Q: 3 clusters Score -305206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305209.281250 Penalty: 3880.131348
	Iteration 15Q: 3 clusters Score -305209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -305215.031250 Penalty: 3880.131348
	Iteration 16Q: 3 clusters Score -305215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -305221.500000 Penalty: 3880.131348
	Iteration 17Q: 3 clusters Score -305221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -305226.062500 Penalty: 3880.131348
	Iteration 18Q: 3 clusters Score -305226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -305230.343750 Penalty: 3880.131348
	Iteration 19Q: 3 clusters Score -305230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305236.218750 Penalty: 3880.131348
	Iteration 20F: 3 clusters Score -305236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -305240.562500 Penalty: 3880.131348
	Iteration 21Q: 3 clusters Score -305240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -305246.468750 Penalty: 3880.131348
	Iteration 22Q: 3 clusters Score -305246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -305253.093750 Penalty: 3880.131348
	Iteration 23Q: 3 clusters Score -305253.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -305258.687500 Penalty: 3880.131348
	Iteration 24Q: 3 clusters Score -305258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -305265.125000 Penalty: 3880.131348
	Iteration 25Q: 3 clusters Score -305265.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -305268.968750 Penalty: 3880.131348
	Iteration 26Q: 3 clusters Score -305269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -305271.375000 Penalty: 3880.131348
	Iteration 27Q: 3 clusters Score -305271.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -305274.125000 Penalty: 3880.131348
	Iteration 28Q: 3 clusters Score -305274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -305278.250000 Penalty: 3880.131348
	Iteration 29Q: 3 clusters Score -305278.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305280.656250 Penalty: 3880.131348
	Iteration 30Q: 3 clusters Score -305280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -305281.812500 Penalty: 3880.131348
	Iteration 31Q: 3 clusters Score -305281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -305284.593750 Penalty: 3880.131348
	Iteration 32Q: 3 clusters Score -305284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -305285.656250 Penalty: 3880.131348
	Iteration 33Q: 3 clusters Score -305285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -305286.843750 Penalty: 3880.131348
	Iteration 34Q: 3 clusters Score -305286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -305288.093750 Penalty: 3880.131348
	Iteration 35Q: 3 clusters Score -305288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305287.562500 Penalty: 3880.131348
	Iteration 36Q: 3 clusters Score -305287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -305288.468750 Penalty: 3880.131348
	Iteration 37Q: 3 clusters Score -305288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -305288.468750 Penalty: 3880.131348
	Iteration 38F: 3 clusters Score -305288.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Entering Unmasked Estep 
Score: -1327327.625000 Penalty: 2306.331543
	Iteration 0F: 2 clusters Score -1327328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1318953.750000 Penalty: 4612.663086
	Iteration 0F: 3 clusters Score -1318954 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1321576.000000 Penalty: 4612.663086
	Iteration 1F: 3 clusters Score -1321576 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1321985.750000 Penalty: 4612.663086
	Iteration 2F: 3 clusters Score -1321986 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1322351.125000 Penalty: 4612.663086
	Iteration 3F: 3 clusters Score -1322351 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1322740.875000 Penalty: 4612.663086
	Iteration 4F: 3 clusters Score -1322741 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1323193.250000 Penalty: 4612.663086
	Iteration 5F: 3 clusters Score -1323193 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1323635.125000 Penalty: 4612.663086
	Iteration 6F: 3 clusters Score -1323635 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1324020.750000 Penalty: 4612.663086
	Iteration 7F: 3 clusters Score -1324021 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1324355.750000 Penalty: 4612.663086
	Iteration 8Q: 3 clusters Score -1324356 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1324643.125000 Penalty: 4612.663086
	Iteration 9Q: 3 clusters Score -1324643 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1324912.250000 Penalty: 4612.663086
	Iteration 10Q: 3 clusters Score -1324912 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1325140.500000 Penalty: 4612.663086
	Iteration 11Q: 3 clusters Score -1325140 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1325310.625000 Penalty: 4612.663086
	Iteration 12Q: 3 clusters Score -1325311 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1325447.500000 Penalty: 4612.663086
	Iteration 13Q: 3 clusters Score -1325448 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1325598.375000 Penalty: 4612.663086
	Iteration 14Q: 3 clusters Score -1325598 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1325744.500000 Penalty: 4612.663086
	Iteration 15Q: 3 clusters Score -1325744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1325826.250000 Penalty: 4612.663086
	Iteration 16Q: 3 clusters Score -1325826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1325887.250000 Penalty: 4612.663086
	Iteration 17Q: 3 clusters Score -1325887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1325942.625000 Penalty: 4612.663086
	Iteration 18Q: 3 clusters Score -1325943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1325976.500000 Penalty: 4612.663086
	Iteration 19Q: 3 clusters Score -1325976 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1326012.250000 Penalty: 4612.663086
	Iteration 20F: 3 clusters Score -1326012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1326035.750000 Penalty: 4612.663086
	Iteration 21Q: 3 clusters Score -1326036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1326047.500000 Penalty: 4612.663086
	Iteration 22Q: 3 clusters Score -1326048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1326054.875000 Penalty: 4612.663086
	Iteration 23Q: 3 clusters Score -1326055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1326063.125000 Penalty: 4612.663086
	Iteration 24Q: 3 clusters Score -1326063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1326073.000000 Penalty: 4612.663086
	Iteration 25Q: 3 clusters Score -1326073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1326082.875000 Penalty: 4612.663086
	Iteration 26Q: 3 clusters Score -1326083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1326087.375000 Penalty: 4612.663086
	Iteration 27Q: 3 clusters Score -1326087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1326090.000000 Penalty: 4612.663086
	Iteration 28Q: 3 clusters Score -1326090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1326094.750000 Penalty: 4612.663086
	Iteration 29Q: 3 clusters Score -1326095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1326094.750000 Penalty: 4612.663086
	Iteration 30Q: 3 clusters Score -1326095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1326092.375000 Penalty: 4612.663086
	Iteration 31Q: 3 clusters Score -1326092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1326094.500000 Penalty: 4612.663086
	Iteration 32Q: 3 clusters Score -1326094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1326096.750000 Penalty: 4612.663086
	Iteration 33Q: 3 clusters Score -1326097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1326099.250000 Penalty: 4612.663086
	Iteration 34Q: 3 clusters Score -1326099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1326101.625000 Penalty: 4612.663086
	Iteration 35Q: 3 clusters Score -1326102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1326103.250000 Penalty: 4612.663086
	Iteration 36Q: 3 clusters Score -1326103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1326105.375000 Penalty: 4612.663086
	Iteration 37Q: 3 clusters Score -1326105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1326109.375000 Penalty: 4612.663086
	Iteration 38Q: 3 clusters Score -1326109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1326109.625000 Penalty: 4612.663086
	Iteration 39Q: 3 clusters Score -1326110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1326110.875000 Penalty: 4612.663086
	Iteration 40F: 3 clusters Score -1326111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1326110.875000 Penalty: 4612.663086
	Iteration 41Q: 3 clusters Score -1326111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1326110.875000 Penalty: 4612.663086
	Iteration 42F: 3 clusters Score -1326111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Entering Unmasked Estep 
Score: -2362511.250000 Penalty: 2452.455078
	Iteration 0F: 2 clusters Score -2362511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2348611.250000 Penalty: 4904.910156
	Iteration 0F: 3 clusters Score -2348611 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2353246.250000 Penalty: 4904.910156
	Iteration 1F: 3 clusters Score -2353246 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2353691.250000 Penalty: 4904.910156
	Iteration 2F: 3 clusters Score -2353691 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2354143.250000 Penalty: 4904.910156
	Iteration 3F: 3 clusters Score -2354143 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2354624.000000 Penalty: 4904.910156
	Iteration 4Q: 3 clusters Score -2354624 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2355123.250000 Penalty: 4904.910156
	Iteration 5Q: 3 clusters Score -2355123 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2355679.000000 Penalty: 4904.910156
	Iteration 6Q: 3 clusters Score -2355679 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2356302.750000 Penalty: 4904.910156
	Iteration 7F: 3 clusters Score -2356303 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2356932.500000 Penalty: 4904.910156
	Iteration 8Q: 3 clusters Score -2356932 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2357468.250000 Penalty: 4904.910156
	Iteration 9Q: 3 clusters Score -2357468 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2357899.250000 Penalty: 4904.910156
	Iteration 10Q: 3 clusters Score -2357899 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2358211.500000 Penalty: 4904.910156
	Iteration 11Q: 3 clusters Score -2358212 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2358481.500000 Penalty: 4904.910156
	Iteration 12Q: 3 clusters Score -2358482 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2358715.250000 Penalty: 4904.910156
	Iteration 13Q: 3 clusters Score -2358715 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2358933.500000 Penalty: 4904.910156
	Iteration 14Q: 3 clusters Score -2358934 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2359133.250000 Penalty: 4904.910156
	Iteration 15Q: 3 clusters Score -2359133 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2359315.250000 Penalty: 4904.910156
	Iteration 16Q: 3 clusters Score -2359315 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2359471.250000 Penalty: 4904.910156
	Iteration 17Q: 3 clusters Score -2359471 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2359584.750000 Penalty: 4904.910156
	Iteration 18Q: 3 clusters Score -2359585 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2359722.500000 Penalty: 4904.910156
	Iteration 19Q: 3 clusters Score -2359722 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2359833.750000 Penalty: 4904.910156
	Iteration 20F: 3 clusters Score -2359834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2359939.750000 Penalty: 4904.910156
	Iteration 21Q: 3 clusters Score -2359940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2360020.250000 Penalty: 4904.910156
	Iteration 22Q: 3 clusters Score -2360020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2360095.000000 Penalty: 4904.910156
	Iteration 23Q: 3 clusters Score -2360095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2360165.750000 Penalty: 4904.910156
	Iteration 24Q: 3 clusters Score -2360166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2360207.000000 Penalty: 4904.910156
	Iteration 25Q: 3 clusters Score -2360207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2360240.500000 Penalty: 4904.910156
	Iteration 26Q: 3 clusters Score -2360240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2360272.500000 Penalty: 4904.910156
	Iteration 27Q: 3 clusters Score -2360272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2360300.750000 Penalty: 4904.910156
	Iteration 28Q: 3 clusters Score -2360301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2360320.500000 Penalty: 4904.910156
	Iteration 29Q: 3 clusters Score -2360320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2360346.000000 Penalty: 4904.910156
	Iteration 30Q: 3 clusters Score -2360346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2360360.500000 Penalty: 4904.910156
	Iteration 31Q: 3 clusters Score -2360360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2360365.500000 Penalty: 4904.910156
	Iteration 32Q: 3 clusters Score -2360366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2360373.250000 Penalty: 4904.910156
	Iteration 33Q: 3 clusters Score -2360373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2360373.000000 Penalty: 4904.910156
	Iteration 34Q: 3 clusters Score -2360373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2360377.500000 Penalty: 4904.910156
	Iteration 35Q: 3 clusters Score -2360378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2360378.000000 Penalty: 4904.910156
	Iteration 36Q: 3 clusters Score -2360378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2360381.500000 Penalty: 4904.910156
	Iteration 37Q: 3 clusters Score -2360382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2360381.500000 Penalty: 4904.910156
	Iteration 38Q: 3 clusters Score -2360382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2360383.500000 Penalty: 4904.910156
	Iteration 39Q: 3 clusters Score -2360384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2360383.500000 Penalty: 4904.910156
	Iteration 40F: 3 clusters Score -2360384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -146181.421875 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -146181.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -144111.687500 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -144111.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144441.359375 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -144441.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144520.078125 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -144520.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144553.140625 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -144553.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144568.718750 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -144568.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144596.937500 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -144596.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144614.703125 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -144614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144625.828125 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -144625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144636.187500 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -144636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144640.296875 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -144640.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144642.890625 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -144642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144643.890625 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -144643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144644.375000 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -144644.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -144644.375000 Penalty: 3525.283203
	Iteration 13F: 3 clusters Score -144644.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 431 members 
Entering Unmasked Estep 
Score: -98947.695312 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98947.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99200.195312 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99200.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99263.375000 Penalty: 3372.331787
	Iteration 2Q: 3 clusters Score -99263.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99293.335938 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99293.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99321.140625 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99321.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99363.414062 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99363.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -99412.265625 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99412.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99452.257812 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99452.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99506.281250 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99506.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99628.125000 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99628.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99768.375000 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99768.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99836.031250 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99836.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99878.070312 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99878.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99902.562500 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99902.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99918.984375 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99918.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99927.960938 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99927.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99936.523438 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99936.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99952.562500 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99952.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99964.570312 Penalty: 3372.331787
	Iteration 18Q: 3 clusters Score -99964.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99978.781250 Penalty: 3372.331787
	Iteration 19Q: 3 clusters Score -99978.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99993.171875 Penalty: 3372.331787
	Iteration 20F: 3 clusters Score -99993.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100004.492188 Penalty: 3372.331787
	Iteration 21Q: 3 clusters Score -100004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100021.664062 Penalty: 3372.331787
	Iteration 22Q: 3 clusters Score -100021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100028.789062 Penalty: 3372.331787
	Iteration 23Q: 3 clusters Score -100028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100036.054688 Penalty: 3372.331787
	Iteration 24Q: 3 clusters Score -100036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100042.390625 Penalty: 3372.331787
	Iteration 25Q: 3 clusters Score -100042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100046.789062 Penalty: 3372.331787
	Iteration 26Q: 3 clusters Score -100046.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100053.906250 Penalty: 3372.331787
	Iteration 27Q: 3 clusters Score -100053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100057.265625 Penalty: 3372.331787
	Iteration 28Q: 3 clusters Score -100057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100061.406250 Penalty: 3372.331787
	Iteration 29Q: 3 clusters Score -100061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100065.109375 Penalty: 3372.331787
	Iteration 30Q: 3 clusters Score -100065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100069.265625 Penalty: 3372.331787
	Iteration 31Q: 3 clusters Score -100069.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100073.718750 Penalty: 3372.331787
	Iteration 32Q: 3 clusters Score -100073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100080.437500 Penalty: 3372.331787
	Iteration 33Q: 3 clusters Score -100080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100089.992188 Penalty: 3372.331787
	Iteration 34Q: 3 clusters Score -100090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100092.492188 Penalty: 3372.331787
	Iteration 35Q: 3 clusters Score -100092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100096.429688 Penalty: 3372.331787
	Iteration 36Q: 3 clusters Score -100096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100096.429688 Penalty: 3372.331787
	Iteration 37F: 3 clusters Score -100096.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Entering Unmasked Estep 
Score: -8843149.000000 Penalty: 2782.021729
	Iteration 0F: 2 clusters Score -8843149 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 37269 members 
Entering Unmasked Estep 
Score: -8793130.000000 Penalty: 5564.043457
	Iteration 0F: 3 clusters Score -8793130 nChanged 34935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -8812769.000000 Penalty: 5564.043457
	Iteration 1F: 3 clusters Score -8812769 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8813302.000000 Penalty: 5564.043457
	Iteration 2Q: 3 clusters Score -8813302 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -8813877.000000 Penalty: 5564.043457
	Iteration 3Q: 3 clusters Score -8813877 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -8814428.000000 Penalty: 5564.043457
	Iteration 4Q: 3 clusters Score -8814428 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -8815044.000000 Penalty: 5564.043457
	Iteration 5Q: 3 clusters Score -8815044 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -8815747.000000 Penalty: 5564.043457
	Iteration 6Q: 3 clusters Score -8815747 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8816666.000000 Penalty: 5564.043457
	Iteration 7Q: 3 clusters Score -8816666 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8817821.000000 Penalty: 5564.043457
	Iteration 8Q: 3 clusters Score -8817821 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8819561.000000 Penalty: 5564.043457
	Iteration 9Q: 3 clusters Score -8819561 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8821944.000000 Penalty: 5564.043457
	Iteration 10Q: 3 clusters Score -8821944 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -8825031.000000 Penalty: 5564.043457
	Iteration 11F: 3 clusters Score -8825031 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -8828444.000000 Penalty: 5564.043457
	Iteration 12F: 3 clusters Score -8828444 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -8831660.000000 Penalty: 5564.043457
	Iteration 13F: 3 clusters Score -8831660 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -8834323.000000 Penalty: 5564.043457
	Iteration 14Q: 3 clusters Score -8834323 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 62852 members 
Entering Unmasked Estep 
Score: -8836242.000000 Penalty: 5564.043457
	Iteration 15Q: 3 clusters Score -8836242 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -8837560.000000 Penalty: 5564.043457
	Iteration 16Q: 3 clusters Score -8837560 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -8838494.000000 Penalty: 5564.043457
	Iteration 17Q: 3 clusters Score -8838494 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -8839154.000000 Penalty: 5564.043457
	Iteration 18Q: 3 clusters Score -8839154 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -8839617.000000 Penalty: 5564.043457
	Iteration 19Q: 3 clusters Score -8839617 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -8839975.000000 Penalty: 5564.043457
	Iteration 20F: 3 clusters Score -8839975 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -8840214.000000 Penalty: 5564.043457
	Iteration 21Q: 3 clusters Score -8840214 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -8840417.000000 Penalty: 5564.043457
	Iteration 22Q: 3 clusters Score -8840417 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -8840567.000000 Penalty: 5564.043457
	Iteration 23Q: 3 clusters Score -8840567 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -8840678.000000 Penalty: 5564.043457
	Iteration 24Q: 3 clusters Score -8840678 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -8840784.000000 Penalty: 5564.043457
	Iteration 25Q: 3 clusters Score -8840784 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -8840859.000000 Penalty: 5564.043457
	Iteration 26Q: 3 clusters Score -8840859 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -8840895.000000 Penalty: 5564.043457
	Iteration 27Q: 3 clusters Score -8840895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -8840950.000000 Penalty: 5564.043457
	Iteration 28Q: 3 clusters Score -8840950 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -8840990.000000 Penalty: 5564.043457
	Iteration 29Q: 3 clusters Score -8840990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -8841027.000000 Penalty: 5564.043457
	Iteration 30Q: 3 clusters Score -8841027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 70943 members 
Entering Unmasked Estep 
Score: -8841028.000000 Penalty: 5564.043457
	Iteration 31Q: 3 clusters Score -8841028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -8841041.000000 Penalty: 5564.043457
	Iteration 32Q: 3 clusters Score -8841041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -8841058.000000 Penalty: 5564.043457
	Iteration 33Q: 3 clusters Score -8841058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -8841066.000000 Penalty: 5564.043457
	Iteration 34Q: 3 clusters Score -8841066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -8841099.000000 Penalty: 5564.043457
	Iteration 35Q: 3 clusters Score -8841099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -8841128.000000 Penalty: 5564.043457
	Iteration 36Q: 3 clusters Score -8841128 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 71327 members 
Entering Unmasked Estep 
Score: -8841144.000000 Penalty: 5564.043457
	Iteration 37Q: 3 clusters Score -8841144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -8841166.000000 Penalty: 5564.043457
	Iteration 38Q: 3 clusters Score -8841166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -8841189.000000 Penalty: 5564.043457
	Iteration 39Q: 3 clusters Score -8841189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -8841212.000000 Penalty: 5564.043457
	Iteration 40F: 3 clusters Score -8841212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -8841237.000000 Penalty: 5564.043457
	Iteration 41Q: 3 clusters Score -8841237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -8841244.000000 Penalty: 5564.043457
	Iteration 42Q: 3 clusters Score -8841244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -8841265.000000 Penalty: 5564.043457
	Iteration 43Q: 3 clusters Score -8841265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -8841267.000000 Penalty: 5564.043457
	Iteration 44Q: 3 clusters Score -8841267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -8841279.000000 Penalty: 5564.043457
	Iteration 45Q: 3 clusters Score -8841279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -8841304.000000 Penalty: 5564.043457
	Iteration 46Q: 3 clusters Score -8841304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 71713 members 
Entering Unmasked Estep 
Score: -8841306.000000 Penalty: 5564.043457
	Iteration 47Q: 3 clusters Score -8841306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 71738 members 
Entering Unmasked Estep 
Score: -8841315.000000 Penalty: 5564.043457
	Iteration 48Q: 3 clusters Score -8841315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -8841323.000000 Penalty: 5564.043457
	Iteration 49Q: 3 clusters Score -8841323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -8841314.000000 Penalty: 5564.043457
	Iteration 50Q: 3 clusters Score -8841314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -8841326.000000 Penalty: 5564.043457
	Iteration 51Q: 3 clusters Score -8841326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -8841323.000000 Penalty: 5564.043457
	Iteration 52Q: 3 clusters Score -8841323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -8841327.000000 Penalty: 5564.043457
	Iteration 53Q: 3 clusters Score -8841327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 71781 members 
Entering Unmasked Estep 
Score: -8841328.000000 Penalty: 5564.043457
	Iteration 54Q: 3 clusters Score -8841328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -8841335.000000 Penalty: 5564.043457
	Iteration 55Q: 3 clusters Score -8841335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -8841328.000000 Penalty: 5564.043457
	Iteration 56Q: 3 clusters Score -8841328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -8841321.000000 Penalty: 5564.043457
	Iteration 57Q: 3 clusters Score -8841321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -8841317.000000 Penalty: 5564.043457
	Iteration 58Q: 3 clusters Score -8841317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -8841324.000000 Penalty: 5564.043457
	Iteration 59Q: 3 clusters Score -8841324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -8841324.000000 Penalty: 5564.043457
	Iteration 60F: 3 clusters Score -8841324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Entering Unmasked Estep 
Score: -4327601.000000 Penalty: 2595.196533
	Iteration 0F: 2 clusters Score -4327601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4303772.500000 Penalty: 5190.393066
	Iteration 0F: 3 clusters Score -4303772 nChanged 15891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4312682.000000 Penalty: 5190.393066
	Iteration 1F: 3 clusters Score -4312682 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4313299.500000 Penalty: 5190.393066
	Iteration 2F: 3 clusters Score -4313300 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4314013.000000 Penalty: 5190.393066
	Iteration 3Q: 3 clusters Score -4314013 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4314763.000000 Penalty: 5190.393066
	Iteration 4F: 3 clusters Score -4314763 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4315711.000000 Penalty: 5190.393066
	Iteration 5F: 3 clusters Score -4315711 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4316778.500000 Penalty: 5190.393066
	Iteration 6F: 3 clusters Score -4316778 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4317919.500000 Penalty: 5190.393066
	Iteration 7F: 3 clusters Score -4317920 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4319099.500000 Penalty: 5190.393066
	Iteration 8F: 3 clusters Score -4319100 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4320282.500000 Penalty: 5190.393066
	Iteration 9F: 3 clusters Score -4320282 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4321365.000000 Penalty: 5190.393066
	Iteration 10Q: 3 clusters Score -4321365 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -4322364.500000 Penalty: 5190.393066
	Iteration 11Q: 3 clusters Score -4322364 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4323248.500000 Penalty: 5190.393066
	Iteration 12Q: 3 clusters Score -4323248 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4323943.000000 Penalty: 5190.393066
	Iteration 13Q: 3 clusters Score -4323943 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4324390.500000 Penalty: 5190.393066
	Iteration 14Q: 3 clusters Score -4324390 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4324677.000000 Penalty: 5190.393066
	Iteration 15Q: 3 clusters Score -4324677 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4324879.000000 Penalty: 5190.393066
	Iteration 16Q: 3 clusters Score -4324879 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4325002.500000 Penalty: 5190.393066
	Iteration 17Q: 3 clusters Score -4325002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4325073.000000 Penalty: 5190.393066
	Iteration 18Q: 3 clusters Score -4325073 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4325137.000000 Penalty: 5190.393066
	Iteration 19Q: 3 clusters Score -4325137 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4325181.000000 Penalty: 5190.393066
	Iteration 20F: 3 clusters Score -4325181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4325212.500000 Penalty: 5190.393066
	Iteration 21Q: 3 clusters Score -4325212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4325228.500000 Penalty: 5190.393066
	Iteration 22Q: 3 clusters Score -4325228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4325234.500000 Penalty: 5190.393066
	Iteration 23Q: 3 clusters Score -4325234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4325250.500000 Penalty: 5190.393066
	Iteration 24Q: 3 clusters Score -4325250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4325260.000000 Penalty: 5190.393066
	Iteration 25Q: 3 clusters Score -4325260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4325269.500000 Penalty: 5190.393066
	Iteration 26Q: 3 clusters Score -4325270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4325267.500000 Penalty: 5190.393066
	Iteration 27Q: 3 clusters Score -4325268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4325273.000000 Penalty: 5190.393066
	Iteration 28Q: 3 clusters Score -4325273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4325281.000000 Penalty: 5190.393066
	Iteration 29Q: 3 clusters Score -4325281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4325282.500000 Penalty: 5190.393066
	Iteration 30Q: 3 clusters Score -4325282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4325292.000000 Penalty: 5190.393066
	Iteration 31Q: 3 clusters Score -4325292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4325297.500000 Penalty: 5190.393066
	Iteration 32Q: 3 clusters Score -4325298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4325300.000000 Penalty: 5190.393066
	Iteration 33Q: 3 clusters Score -4325300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4325306.500000 Penalty: 5190.393066
	Iteration 34Q: 3 clusters Score -4325306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4325313.000000 Penalty: 5190.393066
	Iteration 35Q: 3 clusters Score -4325313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4325319.000000 Penalty: 5190.393066
	Iteration 36Q: 3 clusters Score -4325319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4325325.500000 Penalty: 5190.393066
	Iteration 37Q: 3 clusters Score -4325326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4325325.000000 Penalty: 5190.393066
	Iteration 38Q: 3 clusters Score -4325325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4325331.000000 Penalty: 5190.393066
	Iteration 39Q: 3 clusters Score -4325331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4325329.000000 Penalty: 5190.393066
	Iteration 40F: 3 clusters Score -4325329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4325328.000000 Penalty: 5190.393066
	Iteration 41Q: 3 clusters Score -4325328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4325328.000000 Penalty: 5190.393066
	Iteration 42F: 3 clusters Score -4325328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -114921.578125 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -114921.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112984.414062 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -112984.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -113293.945312 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -113293.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113421.773438 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -113421.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113477.156250 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -113477.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113518.539062 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -113518.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113557.390625 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -113557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113592.296875 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -113592.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113635.539062 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -113635.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113680.453125 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -113680.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113719.101562 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -113719.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113740.359375 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -113740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113755.523438 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -113755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -113769.007812 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -113769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113779.640625 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -113779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -113783.335938 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -113783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -113785.906250 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -113785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113786.406250 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -113786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113786.898438 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -113786.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -113786.898438 Penalty: 3432.653076
	Iteration 18F: 3 clusters Score -113786.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 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 463 members 
Entering Unmasked Estep 
Score: -96011.140625 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96011.14 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96480.195312 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96480.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96815.742188 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96815.74 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -96956.109375 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -96956.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -97063.468750 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -97063.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97129.187500 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97129.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97180.398438 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97180.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -97197.062500 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97197.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -97211.382812 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97211.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97226.562500 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97226.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -97237.953125 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97237.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -97250.343750 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97250.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -97255.218750 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97255.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97261.734375 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97261.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -97268.765625 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97268.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -97268.765625 Penalty: 3376.735596
	Iteration 15F: 3 clusters Score -97268.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Entering Unmasked Estep 
Score: -774140.812500 Penalty: 2182.727051
	Iteration 0F: 2 clusters Score -774140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -768624.812500 Penalty: 4365.454102
	Iteration 0F: 3 clusters Score -768624.8 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -770097.625000 Penalty: 4365.454102
	Iteration 1F: 3 clusters Score -770097.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -770352.000000 Penalty: 4365.454102
	Iteration 2F: 3 clusters Score -770352 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -770543.625000 Penalty: 4365.454102
	Iteration 3F: 3 clusters Score -770543.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -770697.437500 Penalty: 4365.454102
	Iteration 4Q: 3 clusters Score -770697.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -770841.937500 Penalty: 4365.454102
	Iteration 5Q: 3 clusters Score -770841.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -770987.375000 Penalty: 4365.454102
	Iteration 6Q: 3 clusters Score -770987.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -771135.062500 Penalty: 4365.454102
	Iteration 7Q: 3 clusters Score -771135.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -771318.375000 Penalty: 4365.454102
	Iteration 8Q: 3 clusters Score -771318.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -771570.812500 Penalty: 4365.454102
	Iteration 9Q: 3 clusters Score -771570.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -771808.062500 Penalty: 4365.454102
	Iteration 10Q: 3 clusters Score -771808.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -772009.187500 Penalty: 4365.454102
	Iteration 11Q: 3 clusters Score -772009.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -772152.125000 Penalty: 4365.454102
	Iteration 12Q: 3 clusters Score -772152.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -772271.312500 Penalty: 4365.454102
	Iteration 13Q: 3 clusters Score -772271.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -772353.750000 Penalty: 4365.454102
	Iteration 14Q: 3 clusters Score -772353.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -772411.750000 Penalty: 4365.454102
	Iteration 15Q: 3 clusters Score -772411.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -772459.187500 Penalty: 4365.454102
	Iteration 16Q: 3 clusters Score -772459.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -772508.937500 Penalty: 4365.454102
	Iteration 17Q: 3 clusters Score -772508.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -772546.625000 Penalty: 4365.454102
	Iteration 18Q: 3 clusters Score -772546.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -772573.312500 Penalty: 4365.454102
	Iteration 19Q: 3 clusters Score -772573.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -772602.187500 Penalty: 4365.454102
	Iteration 20F: 3 clusters Score -772602.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -772627.312500 Penalty: 4365.454102
	Iteration 21Q: 3 clusters Score -772627.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -772654.937500 Penalty: 4365.454102
	Iteration 22Q: 3 clusters Score -772654.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -772673.437500 Penalty: 4365.454102
	Iteration 23Q: 3 clusters Score -772673.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -772688.937500 Penalty: 4365.454102
	Iteration 24Q: 3 clusters Score -772688.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -772705.687500 Penalty: 4365.454102
	Iteration 25Q: 3 clusters Score -772705.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -772722.125000 Penalty: 4365.454102
	Iteration 26Q: 3 clusters Score -772722.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -772742.125000 Penalty: 4365.454102
	Iteration 27Q: 3 clusters Score -772742.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -772765.250000 Penalty: 4365.454102
	Iteration 28Q: 3 clusters Score -772765.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -772783.687500 Penalty: 4365.454102
	Iteration 29Q: 3 clusters Score -772783.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -772799.000000 Penalty: 4365.454102
	Iteration 30Q: 3 clusters Score -772799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -772820.437500 Penalty: 4365.454102
	Iteration 31Q: 3 clusters Score -772820.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -772837.500000 Penalty: 4365.454102
	Iteration 32Q: 3 clusters Score -772837.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -772857.562500 Penalty: 4365.454102
	Iteration 33Q: 3 clusters Score -772857.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -772875.125000 Penalty: 4365.454102
	Iteration 34Q: 3 clusters Score -772875.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -772891.812500 Penalty: 4365.454102
	Iteration 35Q: 3 clusters Score -772891.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -772897.375000 Penalty: 4365.454102
	Iteration 36Q: 3 clusters Score -772897.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -772907.125000 Penalty: 4365.454102
	Iteration 37Q: 3 clusters Score -772907.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -772917.437500 Penalty: 4365.454102
	Iteration 38Q: 3 clusters Score -772917.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -772929.625000 Penalty: 4365.454102
	Iteration 39Q: 3 clusters Score -772929.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -772938.500000 Penalty: 4365.454102
	Iteration 40F: 3 clusters Score -772938.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -772948.625000 Penalty: 4365.454102
	Iteration 41Q: 3 clusters Score -772948.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -772955.687500 Penalty: 4365.454102
	Iteration 42Q: 3 clusters Score -772955.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -772961.625000 Penalty: 4365.454102
	Iteration 43Q: 3 clusters Score -772961.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -772967.187500 Penalty: 4365.454102
	Iteration 44Q: 3 clusters Score -772967.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -772971.125000 Penalty: 4365.454102
	Iteration 45Q: 3 clusters Score -772971.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -772977.437500 Penalty: 4365.454102
	Iteration 46Q: 3 clusters Score -772977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -772982.125000 Penalty: 4365.454102
	Iteration 47Q: 3 clusters Score -772982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -772986.812500 Penalty: 4365.454102
	Iteration 48Q: 3 clusters Score -772986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -772989.000000 Penalty: 4365.454102
	Iteration 49Q: 3 clusters Score -772989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -772992.125000 Penalty: 4365.454102
	Iteration 50Q: 3 clusters Score -772992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -772996.187500 Penalty: 4365.454102
	Iteration 51Q: 3 clusters Score -772996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -772997.375000 Penalty: 4365.454102
	Iteration 52Q: 3 clusters Score -772997.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -772999.812500 Penalty: 4365.454102
	Iteration 53Q: 3 clusters Score -772999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -773002.375000 Penalty: 4365.454102
	Iteration 54Q: 3 clusters Score -773002.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -773006.062500 Penalty: 4365.454102
	Iteration 55Q: 3 clusters Score -773006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -773006.812500 Penalty: 4365.454102
	Iteration 56Q: 3 clusters Score -773006.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -773006.437500 Penalty: 4365.454102
	Iteration 57Q: 3 clusters Score -773006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -773008.187500 Penalty: 4365.454102
	Iteration 58Q: 3 clusters Score -773008.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -773012.312500 Penalty: 4365.454102
	Iteration 59Q: 3 clusters Score -773012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -773012.062500 Penalty: 4365.454102
	Iteration 60F: 3 clusters Score -773012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -773011.250000 Penalty: 4365.454102
	Iteration 61Q: 3 clusters Score -773011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -773011.250000 Penalty: 4365.454102
	Iteration 62F: 3 clusters Score -773011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (190941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190941 members 
Entering Unmasked Estep 
Score: -23584566.000000 Penalty: 3015.610352
	Iteration 0F: 2 clusters Score -2.358457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -23463010.000000 Penalty: 6031.220703
	Iteration 0F: 3 clusters Score -2.346301e+07 nChanged 91634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 95206 members 
Entering Unmasked Estep 
Score: -23516812.000000 Penalty: 6031.220703
	Iteration 1F: 3 clusters Score -2.351681e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -23517594.000000 Penalty: 6031.220703
	Iteration 2Q: 3 clusters Score -2.351759e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96205 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -23518436.000000 Penalty: 6031.220703
	Iteration 3Q: 3 clusters Score -2.351844e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -23519076.000000 Penalty: 6031.220703
	Iteration 4Q: 3 clusters Score -2.351908e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -23519974.000000 Penalty: 6031.220703
	Iteration 5Q: 3 clusters Score -2.351997e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -23520892.000000 Penalty: 6031.220703
	Iteration 6Q: 3 clusters Score -2.352089e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 90141 members 
Entering Unmasked Estep 
Score: -23522014.000000 Penalty: 6031.220703
	Iteration 7Q: 3 clusters Score -2.352201e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103619 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -23523654.000000 Penalty: 6031.220703
	Iteration 8Q: 3 clusters Score -2.352365e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107609 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -23525914.000000 Penalty: 6031.220703
	Iteration 9Q: 3 clusters Score -2.352591e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -23529320.000000 Penalty: 6031.220703
	Iteration 10Q: 3 clusters Score -2.352932e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
Score: -23534486.000000 Penalty: 6031.220703
	Iteration 11Q: 3 clusters Score -2.353449e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130495 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -23541284.000000 Penalty: 6031.220703
	Iteration 12F: 3 clusters Score -2.354128e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141442 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -23549920.000000 Penalty: 6031.220703
	Iteration 13F: 3 clusters Score -2.354992e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152583 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -23558824.000000 Penalty: 6031.220703
	Iteration 14F: 3 clusters Score -2.355882e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162505 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -23566162.000000 Penalty: 6031.220703
	Iteration 15F: 3 clusters Score -2.356616e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -23571572.000000 Penalty: 6031.220703
	Iteration 16Q: 3 clusters Score -2.357157e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177378 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -23575630.000000 Penalty: 6031.220703
	Iteration 17Q: 3 clusters Score -2.357563e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182089 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -23578180.000000 Penalty: 6031.220703
	Iteration 18Q: 3 clusters Score -2.357818e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185205 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23579858.000000 Penalty: 6031.220703
	Iteration 19Q: 3 clusters Score -2.357986e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -23580880.000000 Penalty: 6031.220703
	Iteration 20F: 3 clusters Score -2.358088e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -23581488.000000 Penalty: 6031.220703
	Iteration 21Q: 3 clusters Score -2.358149e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188797 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -23581814.000000 Penalty: 6031.220703
	Iteration 22Q: 3 clusters Score -2.358181e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189160 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -23581980.000000 Penalty: 6031.220703
	Iteration 23Q: 3 clusters Score -2.358198e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23582104.000000 Penalty: 6031.220703
	Iteration 24Q: 3 clusters Score -2.35821e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189523 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23582150.000000 Penalty: 6031.220703
	Iteration 25Q: 3 clusters Score -2.358215e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189627 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23582212.000000 Penalty: 6031.220703
	Iteration 26Q: 3 clusters Score -2.358221e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189683 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -23582272.000000 Penalty: 6031.220703
	Iteration 27Q: 3 clusters Score -2.358227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189727 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -23582280.000000 Penalty: 6031.220703
	Iteration 28Q: 3 clusters Score -2.358228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189755 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -23582296.000000 Penalty: 6031.220703
	Iteration 29Q: 3 clusters Score -2.35823e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189786 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -23582346.000000 Penalty: 6031.220703
	Iteration 30Q: 3 clusters Score -2.358235e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23582360.000000 Penalty: 6031.220703
	Iteration 31Q: 3 clusters Score -2.358236e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189837 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -23582398.000000 Penalty: 6031.220703
	Iteration 32Q: 3 clusters Score -2.35824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189855 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23582392.000000 Penalty: 6031.220703
	Iteration 33Q: 3 clusters Score -2.358239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189861 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23582408.000000 Penalty: 6031.220703
	Iteration 34Q: 3 clusters Score -2.358241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189863 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23582402.000000 Penalty: 6031.220703
	Iteration 35Q: 3 clusters Score -2.35824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189869 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23582414.000000 Penalty: 6031.220703
	Iteration 36Q: 3 clusters Score -2.358241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189884 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23582390.000000 Penalty: 6031.220703
	Iteration 37Q: 3 clusters Score -2.358239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23582408.000000 Penalty: 6031.220703
	Iteration 38Q: 3 clusters Score -2.358241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23582424.000000 Penalty: 6031.220703
	Iteration 39Q: 3 clusters Score -2.358242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23582410.000000 Penalty: 6031.220703
	Iteration 40F: 3 clusters Score -2.358241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189887 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23582426.000000 Penalty: 6031.220703
	Iteration 41Q: 3 clusters Score -2.358243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189886 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23582438.000000 Penalty: 6031.220703
	Iteration 42Q: 3 clusters Score -2.358244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189887 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23582440.000000 Penalty: 6031.220703
	Iteration 43Q: 3 clusters Score -2.358244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189889 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23582432.000000 Penalty: 6031.220703
	Iteration 44Q: 3 clusters Score -2.358243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23582442.000000 Penalty: 6031.220703
	Iteration 45Q: 3 clusters Score -2.358244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189892 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -23582460.000000 Penalty: 6031.220703
	Iteration 46Q: 3 clusters Score -2.358246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23582470.000000 Penalty: 6031.220703
	Iteration 47Q: 3 clusters Score -2.358247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23582456.000000 Penalty: 6031.220703
	Iteration 48Q: 3 clusters Score -2.358246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189886 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23582462.000000 Penalty: 6031.220703
	Iteration 49Q: 3 clusters Score -2.358246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23582458.000000 Penalty: 6031.220703
	Iteration 50Q: 3 clusters Score -2.358246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23582456.000000 Penalty: 6031.220703
	Iteration 51Q: 3 clusters Score -2.358246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189893 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23582464.000000 Penalty: 6031.220703
	Iteration 52Q: 3 clusters Score -2.358246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23582470.000000 Penalty: 6031.220703
	Iteration 53Q: 3 clusters Score -2.358247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189895 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23582474.000000 Penalty: 6031.220703
	Iteration 54Q: 3 clusters Score -2.358247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23582482.000000 Penalty: 6031.220703
	Iteration 55Q: 3 clusters Score -2.358248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23582482.000000 Penalty: 6031.220703
	Iteration 56Q: 3 clusters Score -2.358248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23582482.000000 Penalty: 6031.220703
	Iteration 57F: 3 clusters Score -2.358248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 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 210 members 
Entering Unmasked Estep 
Score: -41739.785156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41739.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41898.207031 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41898.21 nChanged 30
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: -41966.902344 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -41966.9 nChanged 7
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: -42000.734375 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42000.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42039.710938 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42039.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42075.539062 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42075.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42106.097656 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42135.609375 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42135.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42159.574219 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -42159.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42186.910156 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -42186.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42213.113281 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -42213.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42242.054688 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -42242.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42248.753906 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -42248.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42248.753906 Penalty: 2993.598877
	Iteration 13F: 3 clusters Score -42248.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (196285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196285 members 
Entering Unmasked Estep 
Score: -24234512.000000 Penalty: 3022.456055
	Iteration 0F: 2 clusters Score -2.423451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -24108752.000000 Penalty: 6044.912109
	Iteration 0F: 3 clusters Score -2.410875e+07 nChanged 94512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 103865 members 
Entering Unmasked Estep 
Score: -24164408.000000 Penalty: 6044.912109
	Iteration 1F: 3 clusters Score -2.416441e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -24165810.000000 Penalty: 6044.912109
	Iteration 2Q: 3 clusters Score -2.416581e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 113515 members 
Entering Unmasked Estep 
Score: -24167848.000000 Penalty: 6044.912109
	Iteration 3Q: 3 clusters Score -2.416785e+07 nChanged 9420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 122587 members 
Entering Unmasked Estep 
Score: -24172174.000000 Penalty: 6044.912109
	Iteration 4Q: 3 clusters Score -2.417217e+07 nChanged 13212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 135723 members 
Entering Unmasked Estep 
Score: -24180218.000000 Penalty: 6044.912109
	Iteration 5F: 3 clusters Score -2.418022e+07 nChanged 17513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 153228 members 
Entering Unmasked Estep 
Score: -24194104.000000 Penalty: 6044.912109
	Iteration 6F: 3 clusters Score -2.41941e+07 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 172212 members 
Entering Unmasked Estep 
Score: -24210964.000000 Penalty: 6044.912109
	Iteration 7F: 3 clusters Score -2.421096e+07 nChanged 14393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 186605 members 
Entering Unmasked Estep 
Score: -24223656.000000 Penalty: 6044.912109
	Iteration 8F: 3 clusters Score -2.422366e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 193349 members 
Entering Unmasked Estep 
Score: -24229250.000000 Penalty: 6044.912109
	Iteration 9Q: 3 clusters Score -2.422925e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 195371 members 
Entering Unmasked Estep 
Score: -24230924.000000 Penalty: 6044.912109
	Iteration 10Q: 3 clusters Score -2.423092e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 195880 members 
Entering Unmasked Estep 
Score: -24231398.000000 Penalty: 6044.912109
	Iteration 11Q: 3 clusters Score -2.42314e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 195987 members 
Entering Unmasked Estep 
Score: -24231552.000000 Penalty: 6044.912109
	Iteration 12Q: 3 clusters Score -2.423155e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 196022 members 
Entering Unmasked Estep 
Score: -24231614.000000 Penalty: 6044.912109
	Iteration 13Q: 3 clusters Score -2.423161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196034 members 
Entering Unmasked Estep 
Score: -24231664.000000 Penalty: 6044.912109
	Iteration 14Q: 3 clusters Score -2.423166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 196035 members 
Entering Unmasked Estep 
Score: -24231708.000000 Penalty: 6044.912109
	Iteration 15Q: 3 clusters Score -2.423171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196040 members 
Entering Unmasked Estep 
Score: -24231732.000000 Penalty: 6044.912109
	Iteration 16Q: 3 clusters Score -2.423173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196047 members 
Entering Unmasked Estep 
Score: -24231750.000000 Penalty: 6044.912109
	Iteration 17Q: 3 clusters Score -2.423175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196046 members 
Entering Unmasked Estep 
Score: -24231768.000000 Penalty: 6044.912109
	Iteration 18Q: 3 clusters Score -2.423177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 196046 members 
Entering Unmasked Estep 
Score: -24231768.000000 Penalty: 6044.912109
	Iteration 19F: 3 clusters Score -2.423177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (61532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Entering Unmasked Estep 
Score: -7550716.500000 Penalty: 2734.773438
	Iteration 0F: 2 clusters Score -7550716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -7509376.000000 Penalty: 5469.546875
	Iteration 0F: 3 clusters Score -7509376 nChanged 28634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -7525195.000000 Penalty: 5469.546875
	Iteration 1F: 3 clusters Score -7525195 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -7525680.500000 Penalty: 5469.546875
	Iteration 2Q: 3 clusters Score -7525680 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -7526122.500000 Penalty: 5469.546875
	Iteration 3Q: 3 clusters Score -7526122 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -7526611.500000 Penalty: 5469.546875
	Iteration 4Q: 3 clusters Score -7526612 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -7527286.500000 Penalty: 5469.546875
	Iteration 5Q: 3 clusters Score -7527286 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -7528366.000000 Penalty: 5469.546875
	Iteration 6Q: 3 clusters Score -7528366 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7530226.000000 Penalty: 5469.546875
	Iteration 7F: 3 clusters Score -7530226 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -7533376.000000 Penalty: 5469.546875
	Iteration 8F: 3 clusters Score -7533376 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -7537917.500000 Penalty: 5469.546875
	Iteration 9F: 3 clusters Score -7537918 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7542786.000000 Penalty: 5469.546875
	Iteration 10F: 3 clusters Score -7542786 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7546086.500000 Penalty: 5469.546875
	Iteration 11F: 3 clusters Score -7546086 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7547527.000000 Penalty: 5469.546875
	Iteration 12Q: 3 clusters Score -7547527 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7547981.000000 Penalty: 5469.546875
	Iteration 13Q: 3 clusters Score -7547981 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7548134.500000 Penalty: 5469.546875
	Iteration 14Q: 3 clusters Score -7548134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7548198.000000 Penalty: 5469.546875
	Iteration 15Q: 3 clusters Score -7548198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7548236.000000 Penalty: 5469.546875
	Iteration 16Q: 3 clusters Score -7548236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7548264.000000 Penalty: 5469.546875
	Iteration 17Q: 3 clusters Score -7548264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7548271.500000 Penalty: 5469.546875
	Iteration 18Q: 3 clusters Score -7548272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7548295.000000 Penalty: 5469.546875
	Iteration 19Q: 3 clusters Score -7548295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7548307.500000 Penalty: 5469.546875
	Iteration 20F: 3 clusters Score -7548308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7548327.000000 Penalty: 5469.546875
	Iteration 21Q: 3 clusters Score -7548327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7548322.500000 Penalty: 5469.546875
	Iteration 22Q: 3 clusters Score -7548322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7548330.000000 Penalty: 5469.546875
	Iteration 23Q: 3 clusters Score -7548330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7548330.000000 Penalty: 5469.546875
	Iteration 24Q: 3 clusters Score -7548330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7548330.000000 Penalty: 5469.546875
	Iteration 25F: 3 clusters Score -7548330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 191605 members 
Mstep: Class 4 contains 7795 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195862 members 
Mstep: Class 7 contains 61960 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 39316 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 199656 members 
Mstep: Class 13 contains 58225 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 62708 members 
Mstep: Class 16 contains 68789 members 
Mstep: Class 17 contains 99456 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 10935 members 
Mstep: Class 20 contains 19711 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74446 members 
Mstep: Class 24 contains 35049 members 
Mstep: Class 25 contains 1013 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 190941 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 196285 members 
Mstep: Class 31 contains 61532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767808.000000 Penalty: 109883.875000
Iteration 399Q: 32 clusters Score -1.947678e+08 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 191842 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 195960 members 
Mstep: Class 7 contains 61800 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 39252 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 200468 members 
Mstep: Class 13 contains 58008 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 62541 members 
Mstep: Class 16 contains 68422 members 
Mstep: Class 17 contains 99009 members 
Mstep: Class 18 contains 2492 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 19691 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74410 members 
Mstep: Class 24 contains 35114 members 
Mstep: Class 25 contains 1014 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 190975 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 196043 members 
Mstep: Class 31 contains 62073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767904.000000 Penalty: 109883.875000
Iteration 400F: 32 clusters Score -1.947679e+08 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 192075 members 
Mstep: Class 4 contains 7737 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 196082 members 
Mstep: Class 7 contains 61642 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 39189 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 201214 members 
Mstep: Class 13 contains 57786 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 62365 members 
Mstep: Class 16 contains 68061 members 
Mstep: Class 17 contains 98639 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 10925 members 
Mstep: Class 20 contains 19679 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74385 members 
Mstep: Class 24 contains 35177 members 
Mstep: Class 25 contains 1015 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 191012 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195791 members 
Mstep: Class 31 contains 62572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768096.000000 Penalty: 109883.875000
Iteration 401Q: 32 clusters Score -1.947681e+08 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 192293 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 196129 members 
Mstep: Class 7 contains 61474 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 39136 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 201872 members 
Mstep: Class 13 contains 57578 members 
Mstep: Class 14 contains 4410 members 
Mstep: Class 15 contains 62195 members 
Mstep: Class 16 contains 67730 members 
Mstep: Class 17 contains 98296 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 10924 members 
Mstep: Class 20 contains 19665 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74352 members 
Mstep: Class 24 contains 35246 members 
Mstep: Class 25 contains 1016 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 191066 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195585 members 
Mstep: Class 31 contains 63082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767792.000000 Penalty: 109883.875000
Iteration 402Q: 32 clusters Score -1.947678e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 192382 members 
Mstep: Class 4 contains 7724 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 196211 members 
Mstep: Class 7 contains 61321 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 39068 members 
Mstep: Class 11 contains 6464 members 
Mstep: Class 12 contains 202485 members 
Mstep: Class 13 contains 57398 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 62042 members 
Mstep: Class 16 contains 67385 members 
Mstep: Class 17 contains 98004 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 19649 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74316 members 
Mstep: Class 24 contains 35314 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 191134 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195404 members 
Mstep: Class 31 contains 63596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767568.000000 Penalty: 109883.875000
Iteration 403Q: 32 clusters Score -1.947676e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 192542 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 196308 members 
Mstep: Class 7 contains 61180 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 38987 members 
Mstep: Class 11 contains 6454 members 
Mstep: Class 12 contains 202981 members 
Mstep: Class 13 contains 57192 members 
Mstep: Class 14 contains 4394 members 
Mstep: Class 15 contains 61881 members 
Mstep: Class 16 contains 67068 members 
Mstep: Class 17 contains 97717 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 10928 members 
Mstep: Class 20 contains 19640 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74287 members 
Mstep: Class 24 contains 35373 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 191194 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195275 members 
Mstep: Class 31 contains 64090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768160.000000 Penalty: 109883.875000
Iteration 404Q: 32 clusters Score -1.947682e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 192678 members 
Mstep: Class 4 contains 7722 members 
Mstep: Class 5 contains 755 members 
Mstep: Class 6 contains 196445 members 
Mstep: Class 7 contains 61063 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 38910 members 
Mstep: Class 11 contains 6446 members 
Mstep: Class 12 contains 203436 members 
Mstep: Class 13 contains 56984 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 61716 members 
Mstep: Class 16 contains 66777 members 
Mstep: Class 17 contains 97462 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 10912 members 
Mstep: Class 20 contains 19639 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74267 members 
Mstep: Class 24 contains 35450 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6629 members 
Mstep: Class 28 contains 191240 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 195118 members 
Mstep: Class 31 contains 64561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768400.000000 Penalty: 109883.875000
Iteration 405Q: 32 clusters Score -1.947684e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 192859 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196550 members 
Mstep: Class 7 contains 60954 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 38850 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 203862 members 
Mstep: Class 13 contains 56772 members 
Mstep: Class 14 contains 4370 members 
Mstep: Class 15 contains 61547 members 
Mstep: Class 16 contains 66505 members 
Mstep: Class 17 contains 97190 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 10897 members 
Mstep: Class 20 contains 19621 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74213 members 
Mstep: Class 24 contains 35523 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 191274 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194987 members 
Mstep: Class 31 contains 65064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768224.000000 Penalty: 109883.875000
Iteration 406Q: 32 clusters Score -1.947682e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 192983 members 
Mstep: Class 4 contains 7719 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196697 members 
Mstep: Class 7 contains 60857 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 38787 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 204248 members 
Mstep: Class 13 contains 56558 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 61369 members 
Mstep: Class 16 contains 66221 members 
Mstep: Class 17 contains 96910 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 10885 members 
Mstep: Class 20 contains 19616 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74181 members 
Mstep: Class 24 contains 35593 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6631 members 
Mstep: Class 28 contains 191309 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194881 members 
Mstep: Class 31 contains 65580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767680.000000 Penalty: 109883.875000
Iteration 407Q: 32 clusters Score -1.947677e+08 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 193097 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196802 members 
Mstep: Class 7 contains 60756 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 38725 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 204586 members 
Mstep: Class 13 contains 56343 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 61229 members 
Mstep: Class 16 contains 65951 members 
Mstep: Class 17 contains 96645 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 10870 members 
Mstep: Class 20 contains 19593 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74148 members 
Mstep: Class 24 contains 35683 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 191371 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194813 members 
Mstep: Class 31 contains 66089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767712.000000 Penalty: 109883.875000
Iteration 408Q: 32 clusters Score -1.947677e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 193218 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196882 members 
Mstep: Class 7 contains 60670 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 38678 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 204834 members 
Mstep: Class 13 contains 56152 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 61100 members 
Mstep: Class 16 contains 65717 members 
Mstep: Class 17 contains 96415 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 10859 members 
Mstep: Class 20 contains 19587 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74131 members 
Mstep: Class 24 contains 35781 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6624 members 
Mstep: Class 28 contains 191397 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194729 members 
Mstep: Class 31 contains 66579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767088.000000 Penalty: 109883.875000
Iteration 409Q: 32 clusters Score -1.947671e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 193350 members 
Mstep: Class 4 contains 7709 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196926 members 
Mstep: Class 7 contains 60584 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 38653 members 
Mstep: Class 11 contains 6411 members 
Mstep: Class 12 contains 205067 members 
Mstep: Class 13 contains 55978 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 15 contains 60966 members 
Mstep: Class 16 contains 65472 members 
Mstep: Class 17 contains 96185 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 19583 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74108 members 
Mstep: Class 24 contains 35883 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6621 members 
Mstep: Class 28 contains 191413 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194692 members 
Mstep: Class 31 contains 67040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766816.000000 Penalty: 109883.875000
Iteration 410Q: 32 clusters Score -1.947668e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 193498 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196957 members 
Mstep: Class 7 contains 60510 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 38625 members 
Mstep: Class 11 contains 6402 members 
Mstep: Class 12 contains 205254 members 
Mstep: Class 13 contains 55832 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 60844 members 
Mstep: Class 16 contains 65210 members 
Mstep: Class 17 contains 95967 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 10838 members 
Mstep: Class 20 contains 19575 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74128 members 
Mstep: Class 24 contains 35970 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6620 members 
Mstep: Class 28 contains 191471 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194597 members 
Mstep: Class 31 contains 67492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767088.000000 Penalty: 109883.875000
Iteration 411Q: 32 clusters Score -1.947671e+08 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 193566 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197042 members 
Mstep: Class 7 contains 60434 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 38604 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 205448 members 
Mstep: Class 13 contains 55692 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 60715 members 
Mstep: Class 16 contains 64977 members 
Mstep: Class 17 contains 95746 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 10839 members 
Mstep: Class 20 contains 19568 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74142 members 
Mstep: Class 24 contains 36061 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6620 members 
Mstep: Class 28 contains 191486 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194496 members 
Mstep: Class 31 contains 67942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766704.000000 Penalty: 109883.875000
Iteration 412Q: 32 clusters Score -1.947667e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2454 members 
Mstep: Class 3 contains 193631 members 
Mstep: Class 4 contains 7709 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197090 members 
Mstep: Class 7 contains 60357 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 38592 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 205602 members 
Mstep: Class 13 contains 55564 members 
Mstep: Class 14 contains 4321 members 
Mstep: Class 15 contains 60590 members 
Mstep: Class 16 contains 64778 members 
Mstep: Class 17 contains 95571 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 10837 members 
Mstep: Class 20 contains 19560 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74146 members 
Mstep: Class 24 contains 36135 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6624 members 
Mstep: Class 28 contains 191532 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194391 members 
Mstep: Class 31 contains 68378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 413Q: 32 clusters Score -1.947668e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 193735 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197146 members 
Mstep: Class 7 contains 60255 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 38559 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 205746 members 
Mstep: Class 13 contains 55421 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 60456 members 
Mstep: Class 16 contains 64578 members 
Mstep: Class 17 contains 95375 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 10833 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74157 members 
Mstep: Class 24 contains 36222 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6623 members 
Mstep: Class 28 contains 191585 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194298 members 
Mstep: Class 31 contains 68837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 414Q: 32 clusters Score -1.947666e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 3 contains 193823 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197184 members 
Mstep: Class 7 contains 60154 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 38541 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 12 contains 205910 members 
Mstep: Class 13 contains 55256 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 60325 members 
Mstep: Class 16 contains 64379 members 
Mstep: Class 17 contains 95226 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 10831 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74153 members 
Mstep: Class 24 contains 36302 members 
Mstep: Class 25 contains 1023 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 191643 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194236 members 
Mstep: Class 31 contains 69245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766704.000000 Penalty: 109883.875000
Iteration 415Q: 32 clusters Score -1.947667e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2481 members 
Mstep: Class 3 contains 193876 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197250 members 
Mstep: Class 7 contains 60067 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 38510 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 206062 members 
Mstep: Class 13 contains 55110 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 60191 members 
Mstep: Class 16 contains 64163 members 
Mstep: Class 17 contains 95084 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 10822 members 
Mstep: Class 20 contains 19526 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74169 members 
Mstep: Class 24 contains 36369 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6625 members 
Mstep: Class 28 contains 191700 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194227 members 
Mstep: Class 31 contains 69611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767088.000000 Penalty: 109883.875000
Iteration 416Q: 32 clusters Score -1.947671e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 193914 members 
Mstep: Class 4 contains 7713 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 197357 members 
Mstep: Class 7 contains 59968 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 38491 members 
Mstep: Class 11 contains 6368 members 
Mstep: Class 12 contains 206206 members 
Mstep: Class 13 contains 54974 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 60053 members 
Mstep: Class 16 contains 63934 members 
Mstep: Class 17 contains 94944 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 10818 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74181 members 
Mstep: Class 24 contains 36439 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6623 members 
Mstep: Class 28 contains 191770 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194196 members 
Mstep: Class 31 contains 69973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766896.000000 Penalty: 109883.875000
Iteration 417Q: 32 clusters Score -1.947669e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 193918 members 
Mstep: Class 4 contains 7706 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197460 members 
Mstep: Class 7 contains 59887 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 38476 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 206321 members 
Mstep: Class 13 contains 54831 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59924 members 
Mstep: Class 16 contains 63719 members 
Mstep: Class 17 contains 94819 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 10820 members 
Mstep: Class 20 contains 19516 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74199 members 
Mstep: Class 24 contains 36512 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 191826 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194219 members 
Mstep: Class 31 contains 70301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766752.000000 Penalty: 109883.875000
Iteration 418Q: 32 clusters Score -1.947668e+08 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 193967 members 
Mstep: Class 4 contains 7702 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197509 members 
Mstep: Class 7 contains 59820 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 38459 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 206417 members 
Mstep: Class 13 contains 54704 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59802 members 
Mstep: Class 16 contains 63518 members 
Mstep: Class 17 contains 94681 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 10816 members 
Mstep: Class 20 contains 19507 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74218 members 
Mstep: Class 24 contains 36597 members 
Mstep: Class 25 contains 1024 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6624 members 
Mstep: Class 28 contains 191914 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194174 members 
Mstep: Class 31 contains 70653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766816.000000 Penalty: 109883.875000
Iteration 419Q: 32 clusters Score -1.947668e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 193970 members 
Mstep: Class 4 contains 7690 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197584 members 
Mstep: Class 7 contains 59758 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 38446 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 206468 members 
Mstep: Class 13 contains 54572 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59682 members 
Mstep: Class 16 contains 63320 members 
Mstep: Class 17 contains 94550 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 10817 members 
Mstep: Class 20 contains 19505 members 
Mstep: Class 21 contains 1223 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74245 members 
Mstep: Class 24 contains 36699 members 
Mstep: Class 25 contains 1026 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6621 members 
Mstep: Class 28 contains 191972 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194175 members 
Mstep: Class 31 contains 71003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766624.000000 Penalty: 109883.875000
Iteration 420F: 32 clusters Score -1.947666e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 193968 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197643 members 
Mstep: Class 7 contains 59694 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2942 members 
Mstep: Class 10 contains 38437 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 206515 members 
Mstep: Class 13 contains 54457 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59560 members 
Mstep: Class 16 contains 63137 members 
Mstep: Class 17 contains 94421 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 10819 members 
Mstep: Class 20 contains 19506 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74270 members 
Mstep: Class 24 contains 36801 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6623 members 
Mstep: Class 28 contains 192029 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194162 members 
Mstep: Class 31 contains 71335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767056.000000 Penalty: 109883.875000
Iteration 421Q: 32 clusters Score -1.947671e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2546 members 
Mstep: Class 3 contains 193944 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197668 members 
Mstep: Class 7 contains 59645 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 11 contains 6358 members 
Mstep: Class 12 contains 206564 members 
Mstep: Class 13 contains 54336 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59418 members 
Mstep: Class 16 contains 62945 members 
Mstep: Class 17 contains 94286 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 20 contains 19509 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74293 members 
Mstep: Class 24 contains 36897 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6624 members 
Mstep: Class 28 contains 192136 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194187 members 
Mstep: Class 31 contains 71671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767376.000000 Penalty: 109883.875000
Iteration 422Q: 32 clusters Score -1.947674e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 193901 members 
Mstep: Class 4 contains 7676 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197695 members 
Mstep: Class 7 contains 59617 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2941 members 
Mstep: Class 10 contains 38406 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 206589 members 
Mstep: Class 13 contains 54215 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59303 members 
Mstep: Class 16 contains 62756 members 
Mstep: Class 17 contains 94136 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 10831 members 
Mstep: Class 20 contains 19508 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74322 members 
Mstep: Class 24 contains 36997 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6623 members 
Mstep: Class 28 contains 192250 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194209 members 
Mstep: Class 31 contains 71996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767408.000000 Penalty: 109883.875000
Iteration 423Q: 32 clusters Score -1.947674e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 193885 members 
Mstep: Class 4 contains 7673 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197726 members 
Mstep: Class 7 contains 59595 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 38405 members 
Mstep: Class 11 contains 6344 members 
Mstep: Class 12 contains 206630 members 
Mstep: Class 13 contains 54104 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59182 members 
Mstep: Class 16 contains 62554 members 
Mstep: Class 17 contains 93990 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 10839 members 
Mstep: Class 20 contains 19495 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74341 members 
Mstep: Class 24 contains 37116 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6625 members 
Mstep: Class 28 contains 192346 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194196 members 
Mstep: Class 31 contains 72319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767456.000000 Penalty: 109883.875000
Iteration 424Q: 32 clusters Score -1.947675e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 193902 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197773 members 
Mstep: Class 7 contains 59554 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 38407 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 206701 members 
Mstep: Class 13 contains 53999 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 59068 members 
Mstep: Class 16 contains 62342 members 
Mstep: Class 17 contains 93818 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 10842 members 
Mstep: Class 20 contains 19496 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74364 members 
Mstep: Class 24 contains 37249 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6628 members 
Mstep: Class 28 contains 192414 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194168 members 
Mstep: Class 31 contains 72611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767696.000000 Penalty: 109883.875000
Iteration 425Q: 32 clusters Score -1.947677e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 193918 members 
Mstep: Class 4 contains 7674 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197785 members 
Mstep: Class 7 contains 59505 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 38414 members 
Mstep: Class 11 contains 6333 members 
Mstep: Class 12 contains 206761 members 
Mstep: Class 13 contains 53892 members 
Mstep: Class 14 contains 4313 members 
Mstep: Class 15 contains 58966 members 
Mstep: Class 16 contains 62162 members 
Mstep: Class 17 contains 93654 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 19486 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74390 members 
Mstep: Class 24 contains 37370 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 192505 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194120 members 
Mstep: Class 31 contains 72921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767648.000000 Penalty: 109883.875000
Iteration 426Q: 32 clusters Score -1.947676e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2621 members 
Mstep: Class 3 contains 193891 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197801 members 
Mstep: Class 7 contains 59467 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 38424 members 
Mstep: Class 11 contains 6326 members 
Mstep: Class 12 contains 206796 members 
Mstep: Class 13 contains 53800 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 58870 members 
Mstep: Class 16 contains 61975 members 
Mstep: Class 17 contains 93495 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74431 members 
Mstep: Class 24 contains 37497 members 
Mstep: Class 25 contains 1028 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 192605 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194060 members 
Mstep: Class 31 contains 73247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767424.000000 Penalty: 109883.875000
Iteration 427Q: 32 clusters Score -1.947674e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 193899 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197848 members 
Mstep: Class 7 contains 59403 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2939 members 
Mstep: Class 10 contains 38425 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 206808 members 
Mstep: Class 13 contains 53695 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 58766 members 
Mstep: Class 16 contains 61795 members 
Mstep: Class 17 contains 93336 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 10856 members 
Mstep: Class 20 contains 19470 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74471 members 
Mstep: Class 24 contains 37644 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 192667 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 194017 members 
Mstep: Class 31 contains 73587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767744.000000 Penalty: 109883.875000
Iteration 428Q: 32 clusters Score -1.947677e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 193918 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197870 members 
Mstep: Class 7 contains 59348 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 38417 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 206842 members 
Mstep: Class 13 contains 53619 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 58687 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 93168 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 19468 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74514 members 
Mstep: Class 24 contains 37797 members 
Mstep: Class 25 contains 1029 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 192722 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193938 members 
Mstep: Class 31 contains 73919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767952.000000 Penalty: 109883.875000
Iteration 429Q: 32 clusters Score -1.94768e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 193909 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197913 members 
Mstep: Class 7 contains 59304 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 38406 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 206884 members 
Mstep: Class 13 contains 53543 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58621 members 
Mstep: Class 16 contains 61440 members 
Mstep: Class 17 contains 92995 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 10846 members 
Mstep: Class 20 contains 19457 members 
Mstep: Class 21 contains 1220 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74545 members 
Mstep: Class 24 contains 37963 members 
Mstep: Class 25 contains 1030 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 192781 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193810 members 
Mstep: Class 31 contains 74264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767968.000000 Penalty: 109883.875000
Iteration 430Q: 32 clusters Score -1.94768e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2681 members 
Mstep: Class 3 contains 193908 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197935 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 38396 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 206858 members 
Mstep: Class 13 contains 53467 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58559 members 
Mstep: Class 16 contains 61271 members 
Mstep: Class 17 contains 92824 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 10840 members 
Mstep: Class 20 contains 19449 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74591 members 
Mstep: Class 24 contains 38112 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 192867 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193700 members 
Mstep: Class 31 contains 74645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767984.000000 Penalty: 109883.875000
Iteration 431Q: 32 clusters Score -1.94768e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 193928 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197981 members 
Mstep: Class 7 contains 59225 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 38372 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 206845 members 
Mstep: Class 13 contains 53370 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58494 members 
Mstep: Class 16 contains 61103 members 
Mstep: Class 17 contains 92662 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 10837 members 
Mstep: Class 20 contains 19441 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74638 members 
Mstep: Class 24 contains 38270 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 192917 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193570 members 
Mstep: Class 31 contains 75008 members 
Entering Unmasked Estep 
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Iteration 432Q: 32 clusters Score -1.947683e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2694 members 
Mstep: Class 3 contains 193931 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197980 members 
Mstep: Class 7 contains 59189 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 38347 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 206817 members 
Mstep: Class 13 contains 53276 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58438 members 
Mstep: Class 16 contains 60950 members 
Mstep: Class 17 contains 92526 members 
Mstep: Class 18 contains 2451 members 
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Mstep: Class 20 contains 19437 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74681 members 
Mstep: Class 24 contains 38438 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 192978 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193453 members 
Mstep: Class 31 contains 75377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 433Q: 32 clusters Score -1.947683e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 193919 members 
Mstep: Class 4 contains 7667 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198020 members 
Mstep: Class 7 contains 59141 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2932 members 
Mstep: Class 10 contains 38320 members 
Mstep: Class 11 contains 6308 members 
Mstep: Class 12 contains 206784 members 
Mstep: Class 13 contains 53186 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58364 members 
Mstep: Class 16 contains 60803 members 
Mstep: Class 17 contains 92375 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 10839 members 
Mstep: Class 20 contains 19434 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74721 members 
Mstep: Class 24 contains 38600 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 193031 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193326 members 
Mstep: Class 31 contains 75787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768048.000000 Penalty: 109883.875000
Iteration 434Q: 32 clusters Score -1.94768e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 193911 members 
Mstep: Class 4 contains 7670 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198028 members 
Mstep: Class 7 contains 59101 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 38313 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 206723 members 
Mstep: Class 13 contains 53108 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58286 members 
Mstep: Class 16 contains 60640 members 
Mstep: Class 17 contains 92261 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 10841 members 
Mstep: Class 20 contains 19432 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74768 members 
Mstep: Class 24 contains 38751 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 193123 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193142 members 
Mstep: Class 31 contains 76223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767376.000000 Penalty: 109883.875000
Iteration 435Q: 32 clusters Score -1.947674e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 193877 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198021 members 
Mstep: Class 7 contains 59058 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 38302 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 206664 members 
Mstep: Class 13 contains 53033 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58206 members 
Mstep: Class 16 contains 60513 members 
Mstep: Class 17 contains 92133 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 10842 members 
Mstep: Class 20 contains 19428 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74803 members 
Mstep: Class 24 contains 38885 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6629 members 
Mstep: Class 28 contains 193226 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 193027 members 
Mstep: Class 31 contains 76635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767360.000000 Penalty: 109883.875000
Iteration 436Q: 32 clusters Score -1.947674e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 193850 members 
Mstep: Class 4 contains 7669 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198045 members 
Mstep: Class 7 contains 59024 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38292 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 206551 members 
Mstep: Class 13 contains 52971 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58113 members 
Mstep: Class 16 contains 60377 members 
Mstep: Class 17 contains 91984 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 10846 members 
Mstep: Class 20 contains 19418 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74843 members 
Mstep: Class 24 contains 39011 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6629 members 
Mstep: Class 28 contains 193301 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192946 members 
Mstep: Class 31 contains 77082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767024.000000 Penalty: 109883.875000
Iteration 437Q: 32 clusters Score -1.94767e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 193849 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198085 members 
Mstep: Class 7 contains 58984 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38279 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 206414 members 
Mstep: Class 13 contains 52892 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 58030 members 
Mstep: Class 16 contains 60239 members 
Mstep: Class 17 contains 91825 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74877 members 
Mstep: Class 24 contains 39130 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 193377 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192880 members 
Mstep: Class 31 contains 77524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767120.000000 Penalty: 109883.875000
Iteration 438Q: 32 clusters Score -1.947671e+08 nChanged 2083
Entering ConstructFrom: 
Score: -194767120.000000 Penalty: 109883.875000
Entering ConstructFrom: 
Trying to split cluster 1 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -717978.187500 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -717978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -712918.000000 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -712918 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -714277.000000 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -714277 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -714510.500000 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -714510.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -714672.562500 Penalty: 4304.685547
	Iteration 3Q: 3 clusters Score -714672.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -714807.937500 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -714807.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -714938.187500 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -714938.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -715038.937500 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -715038.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -715124.062500 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -715124.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -715210.625000 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -715210.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -715296.062500 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -715296.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -715395.687500 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -715395.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -715521.937500 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -715521.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -715666.250000 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -715666.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -715791.875000 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -715791.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -715892.625000 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -715892.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -715973.937500 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -715973.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -716035.250000 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -716035.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -716105.312500 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -716105.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -716175.125000 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -716175.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -716218.437500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -716218.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -716258.750000 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -716258.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -716296.562500 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -716296.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -716328.500000 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -716328.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -716354.500000 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -716354.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -716374.812500 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -716374.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -716394.125000 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -716394.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -716408.375000 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -716408.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -716417.375000 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -716417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -716421.250000 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -716421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -716425.687500 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -716425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -716429.812500 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -716429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -716432.937500 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -716432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -716433.187500 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -716433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -716436.125000 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -716436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -716436.125000 Penalty: 4304.685547
	Iteration 34F: 3 clusters Score -716436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -345570.093750 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -345570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -342443.875000 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -342443.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -342999.625000 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -342999.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -343123.718750 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -343123.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -343201.156250 Penalty: 3922.195068
	Iteration 3Q: 3 clusters Score -343201.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -343258.750000 Penalty: 3922.195068
	Iteration 4Q: 3 clusters Score -343258.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -343300.375000 Penalty: 3922.195068
	Iteration 5Q: 3 clusters Score -343300.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -343330.906250 Penalty: 3922.195068
	Iteration 6Q: 3 clusters Score -343330.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -343366.750000 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -343366.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -343400.000000 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -343400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -343423.625000 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -343423.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -343440.937500 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -343440.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -343454.625000 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -343454.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -343465.968750 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -343466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -343476.656250 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -343476.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -343486.000000 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -343486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -343492.593750 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -343492.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -343498.500000 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -343498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -343503.437500 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -343503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -343507.875000 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -343507.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -343515.343750 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -343515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -343518.843750 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -343518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -343520.718750 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -343520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -343522.218750 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -343522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -343524.031250 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -343524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -343526.656250 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -343526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -343529.375000 Penalty: 3922.195068
	Iteration 25Q: 3 clusters Score -343529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -343530.843750 Penalty: 3922.195068
	Iteration 26Q: 3 clusters Score -343530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -343533.375000 Penalty: 3922.195068
	Iteration 27Q: 3 clusters Score -343533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -343537.562500 Penalty: 3922.195068
	Iteration 28Q: 3 clusters Score -343537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -343540.750000 Penalty: 3922.195068
	Iteration 29Q: 3 clusters Score -343540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -343542.250000 Penalty: 3922.195068
	Iteration 30Q: 3 clusters Score -343542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -343544.906250 Penalty: 3922.195068
	Iteration 31Q: 3 clusters Score -343544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -343547.093750 Penalty: 3922.195068
	Iteration 32Q: 3 clusters Score -343547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -343551.593750 Penalty: 3922.195068
	Iteration 33Q: 3 clusters Score -343551.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -343557.093750 Penalty: 3922.195068
	Iteration 34Q: 3 clusters Score -343557.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -343559.812500 Penalty: 3922.195068
	Iteration 35Q: 3 clusters Score -343559.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -343561.000000 Penalty: 3922.195068
	Iteration 36Q: 3 clusters Score -343561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -343562.062500 Penalty: 3922.195068
	Iteration 37Q: 3 clusters Score -343562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -343562.250000 Penalty: 3922.195068
	Iteration 38Q: 3 clusters Score -343562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -343562.781250 Penalty: 3922.195068
	Iteration 39Q: 3 clusters Score -343562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -343562.781250 Penalty: 3922.195068
	Iteration 40F: 3 clusters Score -343562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (193844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193844 members 
Entering Unmasked Estep 
Score: -23972856.000000 Penalty: 3019.352539
	Iteration 0F: 2 clusters Score -2.397286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -23848966.000000 Penalty: 6038.705078
	Iteration 0F: 3 clusters Score -2.384897e+07 nChanged 93057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -23903504.000000 Penalty: 6038.705078
	Iteration 1F: 3 clusters Score -2.39035e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -23905132.000000 Penalty: 6038.705078
	Iteration 2Q: 3 clusters Score -2.390513e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113039 members 
Mstep: Class 2 contains 80805 members 
Entering Unmasked Estep 
Score: -23907716.000000 Penalty: 6038.705078
	Iteration 3Q: 3 clusters Score -2.390772e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -23912352.000000 Penalty: 6038.705078
	Iteration 4F: 3 clusters Score -2.391235e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135651 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -23921042.000000 Penalty: 6038.705078
	Iteration 5F: 3 clusters Score -2.392104e+07 nChanged 17213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -23935086.000000 Penalty: 6038.705078
	Iteration 6F: 3 clusters Score -2.393509e+07 nChanged 17719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -23950638.000000 Penalty: 6038.705078
	Iteration 7F: 3 clusters Score -2.395064e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183922 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -23961754.000000 Penalty: 6038.705078
	Iteration 8F: 3 clusters Score -2.396175e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190488 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -23967344.000000 Penalty: 6038.705078
	Iteration 9Q: 3 clusters Score -2.396734e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192700 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -23969236.000000 Penalty: 6038.705078
	Iteration 10Q: 3 clusters Score -2.396924e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193320 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -23969716.000000 Penalty: 6038.705078
	Iteration 11Q: 3 clusters Score -2.396972e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193490 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23969956.000000 Penalty: 6038.705078
	Iteration 12Q: 3 clusters Score -2.396996e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193538 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23970062.000000 Penalty: 6038.705078
	Iteration 13Q: 3 clusters Score -2.397006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193556 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -23970112.000000 Penalty: 6038.705078
	Iteration 14Q: 3 clusters Score -2.397011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193566 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23970152.000000 Penalty: 6038.705078
	Iteration 15Q: 3 clusters Score -2.397015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193576 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23970164.000000 Penalty: 6038.705078
	Iteration 16Q: 3 clusters Score -2.397016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23970168.000000 Penalty: 6038.705078
	Iteration 17Q: 3 clusters Score -2.397017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193578 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -23970158.000000 Penalty: 6038.705078
	Iteration 18Q: 3 clusters Score -2.397016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193580 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23970160.000000 Penalty: 6038.705078
	Iteration 19Q: 3 clusters Score -2.397016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23970160.000000 Penalty: 6038.705078
	Iteration 20F: 3 clusters Score -2.397016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -869182.937500 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -869182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -862960.625000 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -862960.6 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -864801.625000 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -864801.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -865249.437500 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -865249.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -865670.937500 Penalty: 4435.979004
	Iteration 3F: 3 clusters Score -865670.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -866089.062500 Penalty: 4435.979004
	Iteration 4F: 3 clusters Score -866089.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -866496.250000 Penalty: 4435.979004
	Iteration 5F: 3 clusters Score -866496.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -866876.312500 Penalty: 4435.979004
	Iteration 6F: 3 clusters Score -866876.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -867172.500000 Penalty: 4435.979004
	Iteration 7Q: 3 clusters Score -867172.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -867362.375000 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -867362.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -867486.500000 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -867486.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -867577.187500 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -867577.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -867628.062500 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -867628.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -867653.500000 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -867653.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -867674.312500 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -867674.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -867683.062500 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -867683.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -867692.937500 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -867692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -867697.750000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -867697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -867705.125000 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -867705.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -867706.437500 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -867706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -867708.562500 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -867708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -867711.500000 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -867711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -867713.500000 Penalty: 4435.979004
	Iteration 21Q: 3 clusters Score -867713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -867714.000000 Penalty: 4435.979004
	Iteration 22Q: 3 clusters Score -867714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -867714.000000 Penalty: 4435.979004
	Iteration 23F: 3 clusters Score -867714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -85893.023438 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -85893.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84134.382812 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -84134.38 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84341.078125 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -84341.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84421.882812 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -84421.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84452.507812 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -84452.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84476.828125 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -84476.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84485.562500 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -84485.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84490.507812 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -84490.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84502.023438 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -84502.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84508.617188 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -84508.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84510.242188 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -84510.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84512.671875 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -84512.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84513.406250 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -84513.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84513.406250 Penalty: 3284.877197
	Iteration 12F: 3 clusters Score -84513.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (198140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198140 members 
Entering Unmasked Estep 
Score: -24523962.000000 Penalty: 3024.788818
	Iteration 0F: 2 clusters Score -2.452396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 98720 members 
Entering Unmasked Estep 
Score: -24399542.000000 Penalty: 6049.577637
	Iteration 0F: 3 clusters Score -2.439954e+07 nChanged 95186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -24455686.000000 Penalty: 6049.577637
	Iteration 1F: 3 clusters Score -2.445569e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -24457212.000000 Penalty: 6049.577637
	Iteration 2Q: 3 clusters Score -2.445721e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -24459434.000000 Penalty: 6049.577637
	Iteration 3Q: 3 clusters Score -2.445943e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -24463000.000000 Penalty: 6049.577637
	Iteration 4Q: 3 clusters Score -2.4463e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129132 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -24469068.000000 Penalty: 6049.577637
	Iteration 5F: 3 clusters Score -2.446907e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142801 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -24479338.000000 Penalty: 6049.577637
	Iteration 6F: 3 clusters Score -2.447934e+07 nChanged 16698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -24493376.000000 Penalty: 6049.577637
	Iteration 7F: 3 clusters Score -2.449338e+07 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175968 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -24506826.000000 Penalty: 6049.577637
	Iteration 8F: 3 clusters Score -2.450683e+07 nChanged 11987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187955 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -24515528.000000 Penalty: 6049.577637
	Iteration 9F: 3 clusters Score -2.451553e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194079 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -24519182.000000 Penalty: 6049.577637
	Iteration 10Q: 3 clusters Score -2.451918e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196475 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -24520428.000000 Penalty: 6049.577637
	Iteration 11Q: 3 clusters Score -2.452043e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197308 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -24520952.000000 Penalty: 6049.577637
	Iteration 12Q: 3 clusters Score -2.452095e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197583 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -24521168.000000 Penalty: 6049.577637
	Iteration 13Q: 3 clusters Score -2.452117e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197671 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -24521276.000000 Penalty: 6049.577637
	Iteration 14Q: 3 clusters Score -2.452128e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197707 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -24521300.000000 Penalty: 6049.577637
	Iteration 15Q: 3 clusters Score -2.45213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197736 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24521338.000000 Penalty: 6049.577637
	Iteration 16Q: 3 clusters Score -2.452134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197751 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -24521362.000000 Penalty: 6049.577637
	Iteration 17Q: 3 clusters Score -2.452136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197767 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24521400.000000 Penalty: 6049.577637
	Iteration 18Q: 3 clusters Score -2.45214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197774 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -24521412.000000 Penalty: 6049.577637
	Iteration 19Q: 3 clusters Score -2.452141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197780 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -24521410.000000 Penalty: 6049.577637
	Iteration 20F: 3 clusters Score -2.452141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197783 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -24521416.000000 Penalty: 6049.577637
	Iteration 21Q: 3 clusters Score -2.452142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197790 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -24521416.000000 Penalty: 6049.577637
	Iteration 22Q: 3 clusters Score -2.452142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24521410.000000 Penalty: 6049.577637
	Iteration 23Q: 3 clusters Score -2.452141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24521414.000000 Penalty: 6049.577637
	Iteration 24Q: 3 clusters Score -2.452141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197793 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24521426.000000 Penalty: 6049.577637
	Iteration 25Q: 3 clusters Score -2.452143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197796 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24521418.000000 Penalty: 6049.577637
	Iteration 26Q: 3 clusters Score -2.452142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197795 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24521424.000000 Penalty: 6049.577637
	Iteration 27Q: 3 clusters Score -2.452142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197794 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -24521430.000000 Penalty: 6049.577637
	Iteration 28Q: 3 clusters Score -2.452143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24521434.000000 Penalty: 6049.577637
	Iteration 29Q: 3 clusters Score -2.452143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -24521434.000000 Penalty: 6049.577637
	Iteration 30F: 3 clusters Score -2.452143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Entering Unmasked Estep 
Score: -7347502.500000 Penalty: 2724.138184
	Iteration 0F: 2 clusters Score -7347502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -7307908.000000 Penalty: 5448.276367
	Iteration 0F: 3 clusters Score -7307908 nChanged 27387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7323695.500000 Penalty: 5448.276367
	Iteration 1F: 3 clusters Score -7323696 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -7324932.000000 Penalty: 5448.276367
	Iteration 2Q: 3 clusters Score -7324932 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -7326772.000000 Penalty: 5448.276367
	Iteration 3F: 3 clusters Score -7326772 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -7329378.000000 Penalty: 5448.276367
	Iteration 4F: 3 clusters Score -7329378 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7333012.500000 Penalty: 5448.276367
	Iteration 5F: 3 clusters Score -7333012 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -7336988.000000 Penalty: 5448.276367
	Iteration 6F: 3 clusters Score -7336988 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -7340455.000000 Penalty: 5448.276367
	Iteration 7F: 3 clusters Score -7340455 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -7342478.500000 Penalty: 5448.276367
	Iteration 8Q: 3 clusters Score -7342478 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -7343185.500000 Penalty: 5448.276367
	Iteration 9Q: 3 clusters Score -7343186 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -7343529.500000 Penalty: 5448.276367
	Iteration 10Q: 3 clusters Score -7343530 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -7343860.000000 Penalty: 5448.276367
	Iteration 11Q: 3 clusters Score -7343860 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -7344058.500000 Penalty: 5448.276367
	Iteration 12Q: 3 clusters Score -7344058 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -7344225.500000 Penalty: 5448.276367
	Iteration 13Q: 3 clusters Score -7344226 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -7344343.500000 Penalty: 5448.276367
	Iteration 14Q: 3 clusters Score -7344344 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -7344457.500000 Penalty: 5448.276367
	Iteration 15Q: 3 clusters Score -7344458 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -7344559.000000 Penalty: 5448.276367
	Iteration 16Q: 3 clusters Score -7344559 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -7344705.500000 Penalty: 5448.276367
	Iteration 17Q: 3 clusters Score -7344706 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -7344816.000000 Penalty: 5448.276367
	Iteration 18Q: 3 clusters Score -7344816 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -7344873.000000 Penalty: 5448.276367
	Iteration 19Q: 3 clusters Score -7344873 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -7344982.000000 Penalty: 5448.276367
	Iteration 20F: 3 clusters Score -7344982 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -7345030.000000 Penalty: 5448.276367
	Iteration 21Q: 3 clusters Score -7345030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -7345108.500000 Penalty: 5448.276367
	Iteration 22Q: 3 clusters Score -7345108 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -7345194.500000 Penalty: 5448.276367
	Iteration 23Q: 3 clusters Score -7345194 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -7345247.500000 Penalty: 5448.276367
	Iteration 24Q: 3 clusters Score -7345248 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -7345285.500000 Penalty: 5448.276367
	Iteration 25Q: 3 clusters Score -7345286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -7345340.500000 Penalty: 5448.276367
	Iteration 26Q: 3 clusters Score -7345340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -7345398.000000 Penalty: 5448.276367
	Iteration 27Q: 3 clusters Score -7345398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7345443.000000 Penalty: 5448.276367
	Iteration 28Q: 3 clusters Score -7345443 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -7345456.500000 Penalty: 5448.276367
	Iteration 29Q: 3 clusters Score -7345456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -7345515.500000 Penalty: 5448.276367
	Iteration 30Q: 3 clusters Score -7345516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -7345541.500000 Penalty: 5448.276367
	Iteration 31Q: 3 clusters Score -7345542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -7345575.000000 Penalty: 5448.276367
	Iteration 32Q: 3 clusters Score -7345575 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -7345586.000000 Penalty: 5448.276367
	Iteration 33Q: 3 clusters Score -7345586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -7345610.500000 Penalty: 5448.276367
	Iteration 34Q: 3 clusters Score -7345610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -7345604.000000 Penalty: 5448.276367
	Iteration 35Q: 3 clusters Score -7345604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -7345624.000000 Penalty: 5448.276367
	Iteration 36Q: 3 clusters Score -7345624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7345652.000000 Penalty: 5448.276367
	Iteration 37Q: 3 clusters Score -7345652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7345667.000000 Penalty: 5448.276367
	Iteration 38Q: 3 clusters Score -7345667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -7345671.000000 Penalty: 5448.276367
	Iteration 39Q: 3 clusters Score -7345671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7345675.000000 Penalty: 5448.276367
	Iteration 40F: 3 clusters Score -7345675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -7345680.000000 Penalty: 5448.276367
	Iteration 41Q: 3 clusters Score -7345680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -7345675.500000 Penalty: 5448.276367
	Iteration 42Q: 3 clusters Score -7345676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7345684.500000 Penalty: 5448.276367
	Iteration 43Q: 3 clusters Score -7345684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -7345683.000000 Penalty: 5448.276367
	Iteration 44Q: 3 clusters Score -7345683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -7345686.500000 Penalty: 5448.276367
	Iteration 45Q: 3 clusters Score -7345686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -7345701.000000 Penalty: 5448.276367
	Iteration 46Q: 3 clusters Score -7345701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7345697.000000 Penalty: 5448.276367
	Iteration 47Q: 3 clusters Score -7345697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7345692.500000 Penalty: 5448.276367
	Iteration 48Q: 3 clusters Score -7345692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7345698.500000 Penalty: 5448.276367
	Iteration 49Q: 3 clusters Score -7345698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -7345715.500000 Penalty: 5448.276367
	Iteration 50Q: 3 clusters Score -7345716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -7345715.500000 Penalty: 5448.276367
	Iteration 51Q: 3 clusters Score -7345716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -7345726.000000 Penalty: 5448.276367
	Iteration 52Q: 3 clusters Score -7345726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -7345725.000000 Penalty: 5448.276367
	Iteration 53Q: 3 clusters Score -7345725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7345729.000000 Penalty: 5448.276367
	Iteration 54Q: 3 clusters Score -7345729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -7345728.000000 Penalty: 5448.276367
	Iteration 55Q: 3 clusters Score -7345728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -7345733.500000 Penalty: 5448.276367
	Iteration 56Q: 3 clusters Score -7345734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -7345736.000000 Penalty: 5448.276367
	Iteration 57Q: 3 clusters Score -7345736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -7345742.000000 Penalty: 5448.276367
	Iteration 58Q: 3 clusters Score -7345742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
Score: -7345740.500000 Penalty: 5448.276367
	Iteration 59Q: 3 clusters Score -7345740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -7345730.000000 Penalty: 5448.276367
	Iteration 60F: 3 clusters Score -7345730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -7345723.500000 Penalty: 5448.276367
	Iteration 61Q: 3 clusters Score -7345724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -7345731.000000 Penalty: 5448.276367
	Iteration 62Q: 3 clusters Score -7345731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7345740.000000 Penalty: 5448.276367
	Iteration 63Q: 3 clusters Score -7345740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -7345746.000000 Penalty: 5448.276367
	Iteration 64Q: 3 clusters Score -7345746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -7345750.000000 Penalty: 5448.276367
	Iteration 65Q: 3 clusters Score -7345750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -7345745.000000 Penalty: 5448.276367
	Iteration 66Q: 3 clusters Score -7345745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7345747.000000 Penalty: 5448.276367
	Iteration 67Q: 3 clusters Score -7345747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -7345746.000000 Penalty: 5448.276367
	Iteration 68Q: 3 clusters Score -7345746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -7345751.000000 Penalty: 5448.276367
	Iteration 69Q: 3 clusters Score -7345751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -7345758.500000 Penalty: 5448.276367
	Iteration 70Q: 3 clusters Score -7345758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7345763.000000 Penalty: 5448.276367
	Iteration 71Q: 3 clusters Score -7345763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -7345748.500000 Penalty: 5448.276367
	Iteration 72Q: 3 clusters Score -7345748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -7345753.500000 Penalty: 5448.276367
	Iteration 73Q: 3 clusters Score -7345754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -7345761.000000 Penalty: 5448.276367
	Iteration 74Q: 3 clusters Score -7345761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -7345759.500000 Penalty: 5448.276367
	Iteration 75Q: 3 clusters Score -7345760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7345760.000000 Penalty: 5448.276367
	Iteration 76Q: 3 clusters Score -7345760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -7345754.500000 Penalty: 5448.276367
	Iteration 77Q: 3 clusters Score -7345754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -7345755.000000 Penalty: 5448.276367
	Iteration 78Q: 3 clusters Score -7345755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -7345767.500000 Penalty: 5448.276367
	Iteration 79Q: 3 clusters Score -7345768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -7345773.500000 Penalty: 5448.276367
	Iteration 80F: 3 clusters Score -7345774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7345763.000000 Penalty: 5448.276367
	Iteration 81Q: 3 clusters Score -7345763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -7345785.000000 Penalty: 5448.276367
	Iteration 82Q: 3 clusters Score -7345785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -7345779.500000 Penalty: 5448.276367
	Iteration 83Q: 3 clusters Score -7345780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7345779.500000 Penalty: 5448.276367
	Iteration 84Q: 3 clusters Score -7345780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -7345778.000000 Penalty: 5448.276367
	Iteration 85Q: 3 clusters Score -7345778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -7345793.500000 Penalty: 5448.276367
	Iteration 86Q: 3 clusters Score -7345794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -7345798.000000 Penalty: 5448.276367
	Iteration 87Q: 3 clusters Score -7345798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -7345806.000000 Penalty: 5448.276367
	Iteration 88Q: 3 clusters Score -7345806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -7345802.000000 Penalty: 5448.276367
	Iteration 89Q: 3 clusters Score -7345802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -7345804.500000 Penalty: 5448.276367
	Iteration 90Q: 3 clusters Score -7345804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -7345796.000000 Penalty: 5448.276367
	Iteration 91Q: 3 clusters Score -7345796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -7345791.000000 Penalty: 5448.276367
	Iteration 92Q: 3 clusters Score -7345791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -7345793.500000 Penalty: 5448.276367
	Iteration 93Q: 3 clusters Score -7345794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -7345802.500000 Penalty: 5448.276367
	Iteration 94Q: 3 clusters Score -7345802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -7345796.000000 Penalty: 5448.276367
	Iteration 95Q: 3 clusters Score -7345796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -7345801.500000 Penalty: 5448.276367
	Iteration 96Q: 3 clusters Score -7345802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 56729 members 
Entering Unmasked Estep 
Score: -7345799.500000 Penalty: 5448.276367
	Iteration 97Q: 3 clusters Score -7345800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -7345799.000000 Penalty: 5448.276367
	Iteration 98Q: 3 clusters Score -7345799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -7345813.500000 Penalty: 5448.276367
	Iteration 99Q: 3 clusters Score -7345814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -7345821.000000 Penalty: 5448.276367
	Iteration 100F: 3 clusters Score -7345821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -7345818.500000 Penalty: 5448.276367
	Iteration 101Q: 3 clusters Score -7345818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7345823.500000 Penalty: 5448.276367
	Iteration 102Q: 3 clusters Score -7345824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -7345826.500000 Penalty: 5448.276367
	Iteration 103Q: 3 clusters Score -7345826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -7345825.500000 Penalty: 5448.276367
	Iteration 104Q: 3 clusters Score -7345826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7345829.500000 Penalty: 5448.276367
	Iteration 105Q: 3 clusters Score -7345830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -7345831.000000 Penalty: 5448.276367
	Iteration 106Q: 3 clusters Score -7345831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -7345831.500000 Penalty: 5448.276367
	Iteration 107Q: 3 clusters Score -7345832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -7345825.500000 Penalty: 5448.276367
	Iteration 108Q: 3 clusters Score -7345826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -7345826.500000 Penalty: 5448.276367
	Iteration 109Q: 3 clusters Score -7345826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -7345829.000000 Penalty: 5448.276367
	Iteration 110Q: 3 clusters Score -7345829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -7345837.000000 Penalty: 5448.276367
	Iteration 111Q: 3 clusters Score -7345837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7345837.000000 Penalty: 5448.276367
	Iteration 112Q: 3 clusters Score -7345837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7345837.000000 Penalty: 5448.276367
	Iteration 113F: 3 clusters Score -7345837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -118209.218750 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -118209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -116246.343750 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -116246.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116639.468750 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -116639.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -116779.328125 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -116779.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -116902.226562 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -116902.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117055.171875 Penalty: 3486.427490
	Iteration 4F: 3 clusters Score -117055.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117141.960938 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -117142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -117241.937500 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -117241.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117340.609375 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -117340.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -117438.218750 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -117438.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117512.117188 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -117512.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117580.601562 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -117580.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117615.507812 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -117615.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117652.468750 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -117652.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117673.023438 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -117673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117698.171875 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -117698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117714.460938 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -117714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117720.054688 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -117720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117724.421875 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -117724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117727.359375 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -117727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117733.539062 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -117733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117734.617188 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -117734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117738.773438 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -117738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117743.531250 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -117743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117759.937500 Penalty: 3486.427490
	Iteration 23Q: 3 clusters Score -117759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117763.187500 Penalty: 3486.427490
	Iteration 24Q: 3 clusters Score -117763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117766.609375 Penalty: 3486.427490
	Iteration 25Q: 3 clusters Score -117766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117773.531250 Penalty: 3486.427490
	Iteration 26Q: 3 clusters Score -117773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117779.468750 Penalty: 3486.427490
	Iteration 27Q: 3 clusters Score -117779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117780.226562 Penalty: 3486.427490
	Iteration 28Q: 3 clusters Score -117780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117780.226562 Penalty: 3486.427490
	Iteration 29F: 3 clusters Score -117780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -355554.656250 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -355554.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -352352.718750 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -352352.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -352974.187500 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -352974.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -353120.687500 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -353120.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -353213.906250 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -353213.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -353277.312500 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -353277.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -353315.812500 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -353315.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -353344.343750 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -353344.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -353366.625000 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -353366.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -353392.843750 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -353392.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -353415.000000 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -353415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -353434.500000 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -353434.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -353450.312500 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -353450.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -353460.468750 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -353460.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -353473.656250 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -353473.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -353489.000000 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -353489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -353511.218750 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -353511.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -353532.312500 Penalty: 3959.447754
	Iteration 16Q: 3 clusters Score -353532.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -353552.875000 Penalty: 3959.447754
	Iteration 17Q: 3 clusters Score -353552.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -353572.562500 Penalty: 3959.447754
	Iteration 18Q: 3 clusters Score -353572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -353592.937500 Penalty: 3959.447754
	Iteration 19Q: 3 clusters Score -353592.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -353613.906250 Penalty: 3959.447754
	Iteration 20F: 3 clusters Score -353613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -353630.000000 Penalty: 3959.447754
	Iteration 21Q: 3 clusters Score -353630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -353642.281250 Penalty: 3959.447754
	Iteration 22Q: 3 clusters Score -353642.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -353651.156250 Penalty: 3959.447754
	Iteration 23Q: 3 clusters Score -353651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -353661.500000 Penalty: 3959.447754
	Iteration 24Q: 3 clusters Score -353661.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -353671.093750 Penalty: 3959.447754
	Iteration 25Q: 3 clusters Score -353671.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -353678.625000 Penalty: 3959.447754
	Iteration 26Q: 3 clusters Score -353678.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -353694.781250 Penalty: 3959.447754
	Iteration 27Q: 3 clusters Score -353694.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -353712.312500 Penalty: 3959.447754
	Iteration 28Q: 3 clusters Score -353712.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -353721.500000 Penalty: 3959.447754
	Iteration 29Q: 3 clusters Score -353721.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -353728.125000 Penalty: 3959.447754
	Iteration 30Q: 3 clusters Score -353728.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -353736.062500 Penalty: 3959.447754
	Iteration 31Q: 3 clusters Score -353736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -353741.375000 Penalty: 3959.447754
	Iteration 32Q: 3 clusters Score -353741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -353745.781250 Penalty: 3959.447754
	Iteration 33Q: 3 clusters Score -353745.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -353749.781250 Penalty: 3959.447754
	Iteration 34Q: 3 clusters Score -353749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -353756.312500 Penalty: 3959.447754
	Iteration 35Q: 3 clusters Score -353756.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -353764.718750 Penalty: 3959.447754
	Iteration 36Q: 3 clusters Score -353764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -353772.750000 Penalty: 3959.447754
	Iteration 37Q: 3 clusters Score -353772.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -353785.406250 Penalty: 3959.447754
	Iteration 38Q: 3 clusters Score -353785.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -353800.937500 Penalty: 3959.447754
	Iteration 39Q: 3 clusters Score -353800.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -353817.093750 Penalty: 3959.447754
	Iteration 40F: 3 clusters Score -353817.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -353828.125000 Penalty: 3959.447754
	Iteration 41Q: 3 clusters Score -353828.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -353837.500000 Penalty: 3959.447754
	Iteration 42Q: 3 clusters Score -353837.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -353843.125000 Penalty: 3959.447754
	Iteration 43Q: 3 clusters Score -353843.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -353845.312500 Penalty: 3959.447754
	Iteration 44Q: 3 clusters Score -353845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -353848.906250 Penalty: 3959.447754
	Iteration 45Q: 3 clusters Score -353848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -353852.625000 Penalty: 3959.447754
	Iteration 46Q: 3 clusters Score -353852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -353856.218750 Penalty: 3959.447754
	Iteration 47Q: 3 clusters Score -353856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -353860.593750 Penalty: 3959.447754
	Iteration 48Q: 3 clusters Score -353860.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -353866.156250 Penalty: 3959.447754
	Iteration 49Q: 3 clusters Score -353866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -353872.000000 Penalty: 3959.447754
	Iteration 50Q: 3 clusters Score -353872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -353878.562500 Penalty: 3959.447754
	Iteration 51Q: 3 clusters Score -353878.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -353886.906250 Penalty: 3959.447754
	Iteration 52Q: 3 clusters Score -353886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -353891.656250 Penalty: 3959.447754
	Iteration 53Q: 3 clusters Score -353891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -353892.812500 Penalty: 3959.447754
	Iteration 54Q: 3 clusters Score -353892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -353892.718750 Penalty: 3959.447754
	Iteration 55Q: 3 clusters Score -353892.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -353892.718750 Penalty: 3959.447754
	Iteration 56F: 3 clusters Score -353892.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Entering Unmasked Estep 
Score: -4765811.000000 Penalty: 2616.922852
	Iteration 0F: 2 clusters Score -4765811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4740141.000000 Penalty: 5233.845703
	Iteration 0F: 3 clusters Score -4740141 nChanged 17337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4749578.000000 Penalty: 5233.845703
	Iteration 1F: 3 clusters Score -4749578 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4750180.500000 Penalty: 5233.845703
	Iteration 2Q: 3 clusters Score -4750180 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4750766.500000 Penalty: 5233.845703
	Iteration 3Q: 3 clusters Score -4750766 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4751387.000000 Penalty: 5233.845703
	Iteration 4Q: 3 clusters Score -4751387 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4752058.500000 Penalty: 5233.845703
	Iteration 5Q: 3 clusters Score -4752058 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4752782.500000 Penalty: 5233.845703
	Iteration 6Q: 3 clusters Score -4752782 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4753630.500000 Penalty: 5233.845703
	Iteration 7Q: 3 clusters Score -4753630 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -4754644.500000 Penalty: 5233.845703
	Iteration 8Q: 3 clusters Score -4754644 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -4755842.500000 Penalty: 5233.845703
	Iteration 9Q: 3 clusters Score -4755842 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4757070.000000 Penalty: 5233.845703
	Iteration 10Q: 3 clusters Score -4757070 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4758190.000000 Penalty: 5233.845703
	Iteration 11Q: 3 clusters Score -4758190 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4759008.500000 Penalty: 5233.845703
	Iteration 12Q: 3 clusters Score -4759008 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4759554.000000 Penalty: 5233.845703
	Iteration 13Q: 3 clusters Score -4759554 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -4759865.500000 Penalty: 5233.845703
	Iteration 14Q: 3 clusters Score -4759866 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4760028.000000 Penalty: 5233.845703
	Iteration 15Q: 3 clusters Score -4760028 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -4760164.000000 Penalty: 5233.845703
	Iteration 16Q: 3 clusters Score -4760164 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4760247.000000 Penalty: 5233.845703
	Iteration 17Q: 3 clusters Score -4760247 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4760350.500000 Penalty: 5233.845703
	Iteration 18Q: 3 clusters Score -4760350 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4760434.500000 Penalty: 5233.845703
	Iteration 19Q: 3 clusters Score -4760434 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -4760529.000000 Penalty: 5233.845703
	Iteration 20F: 3 clusters Score -4760529 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4760625.500000 Penalty: 5233.845703
	Iteration 21Q: 3 clusters Score -4760626 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -4760703.500000 Penalty: 5233.845703
	Iteration 22Q: 3 clusters Score -4760704 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4760804.500000 Penalty: 5233.845703
	Iteration 23Q: 3 clusters Score -4760804 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4760892.500000 Penalty: 5233.845703
	Iteration 24Q: 3 clusters Score -4760892 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -4761006.000000 Penalty: 5233.845703
	Iteration 25Q: 3 clusters Score -4761006 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4761131.000000 Penalty: 5233.845703
	Iteration 26Q: 3 clusters Score -4761131 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4761255.000000 Penalty: 5233.845703
	Iteration 27Q: 3 clusters Score -4761255 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4761378.500000 Penalty: 5233.845703
	Iteration 28Q: 3 clusters Score -4761378 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4761498.500000 Penalty: 5233.845703
	Iteration 29Q: 3 clusters Score -4761498 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4761603.000000 Penalty: 5233.845703
	Iteration 30Q: 3 clusters Score -4761603 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4761721.000000 Penalty: 5233.845703
	Iteration 31Q: 3 clusters Score -4761721 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4761854.000000 Penalty: 5233.845703
	Iteration 32Q: 3 clusters Score -4761854 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4761968.000000 Penalty: 5233.845703
	Iteration 33Q: 3 clusters Score -4761968 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4762117.500000 Penalty: 5233.845703
	Iteration 34Q: 3 clusters Score -4762118 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4762286.000000 Penalty: 5233.845703
	Iteration 35Q: 3 clusters Score -4762286 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4762425.000000 Penalty: 5233.845703
	Iteration 36Q: 3 clusters Score -4762425 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4762564.500000 Penalty: 5233.845703
	Iteration 37Q: 3 clusters Score -4762564 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4762689.500000 Penalty: 5233.845703
	Iteration 38Q: 3 clusters Score -4762690 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4762804.000000 Penalty: 5233.845703
	Iteration 39Q: 3 clusters Score -4762804 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4762926.500000 Penalty: 5233.845703
	Iteration 40F: 3 clusters Score -4762926 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4763030.500000 Penalty: 5233.845703
	Iteration 41Q: 3 clusters Score -4763030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4763112.000000 Penalty: 5233.845703
	Iteration 42Q: 3 clusters Score -4763112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4763189.000000 Penalty: 5233.845703
	Iteration 43Q: 3 clusters Score -4763189 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4763255.000000 Penalty: 5233.845703
	Iteration 44Q: 3 clusters Score -4763255 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4763307.000000 Penalty: 5233.845703
	Iteration 45Q: 3 clusters Score -4763307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4763362.000000 Penalty: 5233.845703
	Iteration 46Q: 3 clusters Score -4763362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4763410.000000 Penalty: 5233.845703
	Iteration 47Q: 3 clusters Score -4763410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4763434.500000 Penalty: 5233.845703
	Iteration 48Q: 3 clusters Score -4763434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4763464.500000 Penalty: 5233.845703
	Iteration 49Q: 3 clusters Score -4763464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4763486.500000 Penalty: 5233.845703
	Iteration 50Q: 3 clusters Score -4763486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4763505.500000 Penalty: 5233.845703
	Iteration 51Q: 3 clusters Score -4763506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4763515.000000 Penalty: 5233.845703
	Iteration 52Q: 3 clusters Score -4763515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4763529.500000 Penalty: 5233.845703
	Iteration 53Q: 3 clusters Score -4763530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4763533.000000 Penalty: 5233.845703
	Iteration 54Q: 3 clusters Score -4763533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4763534.500000 Penalty: 5233.845703
	Iteration 55Q: 3 clusters Score -4763534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4763546.000000 Penalty: 5233.845703
	Iteration 56Q: 3 clusters Score -4763546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4763550.000000 Penalty: 5233.845703
	Iteration 57Q: 3 clusters Score -4763550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4763556.500000 Penalty: 5233.845703
	Iteration 58Q: 3 clusters Score -4763556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4763575.000000 Penalty: 5233.845703
	Iteration 59Q: 3 clusters Score -4763575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4763578.000000 Penalty: 5233.845703
	Iteration 60F: 3 clusters Score -4763578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4763582.000000 Penalty: 5233.845703
	Iteration 61Q: 3 clusters Score -4763582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4763586.000000 Penalty: 5233.845703
	Iteration 62Q: 3 clusters Score -4763586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4763592.000000 Penalty: 5233.845703
	Iteration 63Q: 3 clusters Score -4763592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4763595.500000 Penalty: 5233.845703
	Iteration 64Q: 3 clusters Score -4763596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4763602.000000 Penalty: 5233.845703
	Iteration 65Q: 3 clusters Score -4763602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4763610.000000 Penalty: 5233.845703
	Iteration 66Q: 3 clusters Score -4763610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4763608.500000 Penalty: 5233.845703
	Iteration 67Q: 3 clusters Score -4763608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4763615.500000 Penalty: 5233.845703
	Iteration 68Q: 3 clusters Score -4763616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4763617.500000 Penalty: 5233.845703
	Iteration 69Q: 3 clusters Score -4763618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4763615.500000 Penalty: 5233.845703
	Iteration 70Q: 3 clusters Score -4763616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4763614.500000 Penalty: 5233.845703
	Iteration 71Q: 3 clusters Score -4763614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4763618.000000 Penalty: 5233.845703
	Iteration 72Q: 3 clusters Score -4763618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4763621.500000 Penalty: 5233.845703
	Iteration 73Q: 3 clusters Score -4763622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4763619.000000 Penalty: 5233.845703
	Iteration 74Q: 3 clusters Score -4763619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4763621.000000 Penalty: 5233.845703
	Iteration 75Q: 3 clusters Score -4763621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4763621.000000 Penalty: 5233.845703
	Iteration 76Q: 3 clusters Score -4763621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4763623.500000 Penalty: 5233.845703
	Iteration 77Q: 3 clusters Score -4763624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4763630.000000 Penalty: 5233.845703
	Iteration 78Q: 3 clusters Score -4763630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4763630.000000 Penalty: 5233.845703
	Iteration 79F: 3 clusters Score -4763630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -789663.562500 Penalty: 2169.343262
	Iteration 0F: 2 clusters Score -789663.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -784375.312500 Penalty: 4338.686523
	Iteration 0F: 3 clusters Score -784375.3 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -786024.250000 Penalty: 4338.686523
	Iteration 1F: 3 clusters Score -786024.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -786553.375000 Penalty: 4338.686523
	Iteration 2F: 3 clusters Score -786553.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -787044.437500 Penalty: 4338.686523
	Iteration 3F: 3 clusters Score -787044.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -787487.812500 Penalty: 4338.686523
	Iteration 4F: 3 clusters Score -787487.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -787950.250000 Penalty: 4338.686523
	Iteration 5F: 3 clusters Score -787950.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -788295.937500 Penalty: 4338.686523
	Iteration 6F: 3 clusters Score -788295.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -788526.062500 Penalty: 4338.686523
	Iteration 7Q: 3 clusters Score -788526.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -788708.750000 Penalty: 4338.686523
	Iteration 8Q: 3 clusters Score -788708.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -788805.687500 Penalty: 4338.686523
	Iteration 9Q: 3 clusters Score -788805.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -788876.250000 Penalty: 4338.686523
	Iteration 10Q: 3 clusters Score -788876.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -788914.875000 Penalty: 4338.686523
	Iteration 11Q: 3 clusters Score -788914.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -788943.187500 Penalty: 4338.686523
	Iteration 12Q: 3 clusters Score -788943.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -788962.437500 Penalty: 4338.686523
	Iteration 13Q: 3 clusters Score -788962.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -788980.437500 Penalty: 4338.686523
	Iteration 14Q: 3 clusters Score -788980.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -788989.312500 Penalty: 4338.686523
	Iteration 15Q: 3 clusters Score -788989.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -788990.875000 Penalty: 4338.686523
	Iteration 16Q: 3 clusters Score -788990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -788995.375000 Penalty: 4338.686523
	Iteration 17Q: 3 clusters Score -788995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -789000.625000 Penalty: 4338.686523
	Iteration 18Q: 3 clusters Score -789000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -789001.000000 Penalty: 4338.686523
	Iteration 19Q: 3 clusters Score -789001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -789002.750000 Penalty: 4338.686523
	Iteration 20F: 3 clusters Score -789002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -789005.437500 Penalty: 4338.686523
	Iteration 21Q: 3 clusters Score -789005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -789007.250000 Penalty: 4338.686523
	Iteration 22Q: 3 clusters Score -789007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -789006.687500 Penalty: 4338.686523
	Iteration 23Q: 3 clusters Score -789006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -789007.625000 Penalty: 4338.686523
	Iteration 24Q: 3 clusters Score -789007.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -789008.937500 Penalty: 4338.686523
	Iteration 25Q: 3 clusters Score -789008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -789009.500000 Penalty: 4338.686523
	Iteration 26Q: 3 clusters Score -789009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -789009.500000 Penalty: 4338.686523
	Iteration 27F: 3 clusters Score -789009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (206265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206265 members 
Entering Unmasked Estep 
Score: -25355052.000000 Penalty: 3034.755615
	Iteration 0F: 2 clusters Score -2.535505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -25223914.000000 Penalty: 6069.511230
	Iteration 0F: 3 clusters Score -2.522391e+07 nChanged 99745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107989 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -25282454.000000 Penalty: 6069.511230
	Iteration 1F: 3 clusters Score -2.528245e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -25283272.000000 Penalty: 6069.511230
	Iteration 2Q: 3 clusters Score -2.528327e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 91788 members 
Entering Unmasked Estep 
Score: -25284876.000000 Penalty: 6069.511230
	Iteration 3Q: 3 clusters Score -2.528488e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -25287056.000000 Penalty: 6069.511230
	Iteration 4Q: 3 clusters Score -2.528706e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129177 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -25291096.000000 Penalty: 6069.511230
	Iteration 5Q: 3 clusters Score -2.52911e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141860 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -25298868.000000 Penalty: 6069.511230
	Iteration 6F: 3 clusters Score -2.529887e+07 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -25311718.000000 Penalty: 6069.511230
	Iteration 7F: 3 clusters Score -2.531172e+07 nChanged 18796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177445 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -25328330.000000 Penalty: 6069.511230
	Iteration 8F: 3 clusters Score -2.532833e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193222 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -25341546.000000 Penalty: 6069.511230
	Iteration 9F: 3 clusters Score -2.534155e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201921 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -25348858.000000 Penalty: 6069.511230
	Iteration 10Q: 3 clusters Score -2.534886e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204965 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -25351274.000000 Penalty: 6069.511230
	Iteration 11Q: 3 clusters Score -2.535127e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205768 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25351896.000000 Penalty: 6069.511230
	Iteration 12Q: 3 clusters Score -2.53519e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205980 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25352108.000000 Penalty: 6069.511230
	Iteration 13Q: 3 clusters Score -2.535211e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206028 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25352204.000000 Penalty: 6069.511230
	Iteration 14Q: 3 clusters Score -2.53522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206046 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25352256.000000 Penalty: 6069.511230
	Iteration 15Q: 3 clusters Score -2.535226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206061 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25352278.000000 Penalty: 6069.511230
	Iteration 16Q: 3 clusters Score -2.535228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206064 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25352286.000000 Penalty: 6069.511230
	Iteration 17Q: 3 clusters Score -2.535229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206066 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25352294.000000 Penalty: 6069.511230
	Iteration 18Q: 3 clusters Score -2.535229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206065 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25352286.000000 Penalty: 6069.511230
	Iteration 19Q: 3 clusters Score -2.535229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206065 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25352282.000000 Penalty: 6069.511230
	Iteration 20F: 3 clusters Score -2.535228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206066 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25352286.000000 Penalty: 6069.511230
	Iteration 21Q: 3 clusters Score -2.535229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206066 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25352286.000000 Penalty: 6069.511230
	Iteration 22F: 3 clusters Score -2.535229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Entering Unmasked Estep 
Score: -6609965.500000 Penalty: 2696.879150
	Iteration 0F: 2 clusters Score -6609966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6574168.500000 Penalty: 5393.758301
	Iteration 0F: 3 clusters Score -6574168 nChanged 24574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -6587749.000000 Penalty: 5393.758301
	Iteration 1F: 3 clusters Score -6587749 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -6588154.500000 Penalty: 5393.758301
	Iteration 2Q: 3 clusters Score -6588154 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -6588545.000000 Penalty: 5393.758301
	Iteration 3Q: 3 clusters Score -6588545 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -6588912.000000 Penalty: 5393.758301
	Iteration 4Q: 3 clusters Score -6588912 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -6589358.000000 Penalty: 5393.758301
	Iteration 5Q: 3 clusters Score -6589358 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6589819.500000 Penalty: 5393.758301
	Iteration 6Q: 3 clusters Score -6589820 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -6590570.000000 Penalty: 5393.758301
	Iteration 7Q: 3 clusters Score -6590570 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -6591867.500000 Penalty: 5393.758301
	Iteration 8Q: 3 clusters Score -6591868 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6593928.000000 Penalty: 5393.758301
	Iteration 9F: 3 clusters Score -6593928 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -6596915.000000 Penalty: 5393.758301
	Iteration 10F: 3 clusters Score -6596915 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -6600198.500000 Penalty: 5393.758301
	Iteration 11F: 3 clusters Score -6600198 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -6603004.000000 Penalty: 5393.758301
	Iteration 12F: 3 clusters Score -6603004 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6605029.500000 Penalty: 5393.758301
	Iteration 13Q: 3 clusters Score -6605030 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6606218.000000 Penalty: 5393.758301
	Iteration 14Q: 3 clusters Score -6606218 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6606824.500000 Penalty: 5393.758301
	Iteration 15Q: 3 clusters Score -6606824 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6607165.500000 Penalty: 5393.758301
	Iteration 16Q: 3 clusters Score -6607166 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6607383.500000 Penalty: 5393.758301
	Iteration 17Q: 3 clusters Score -6607384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6607496.000000 Penalty: 5393.758301
	Iteration 18Q: 3 clusters Score -6607496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6607551.500000 Penalty: 5393.758301
	Iteration 19Q: 3 clusters Score -6607552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6607590.000000 Penalty: 5393.758301
	Iteration 20F: 3 clusters Score -6607590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6607613.000000 Penalty: 5393.758301
	Iteration 21Q: 3 clusters Score -6607613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6607632.000000 Penalty: 5393.758301
	Iteration 22Q: 3 clusters Score -6607632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6607647.500000 Penalty: 5393.758301
	Iteration 23Q: 3 clusters Score -6607648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6607657.000000 Penalty: 5393.758301
	Iteration 24Q: 3 clusters Score -6607657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6607656.500000 Penalty: 5393.758301
	Iteration 25Q: 3 clusters Score -6607656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6607658.000000 Penalty: 5393.758301
	Iteration 26Q: 3 clusters Score -6607658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6607662.000000 Penalty: 5393.758301
	Iteration 27Q: 3 clusters Score -6607662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6607661.000000 Penalty: 5393.758301
	Iteration 28Q: 3 clusters Score -6607661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6607662.500000 Penalty: 5393.758301
	Iteration 29Q: 3 clusters Score -6607662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6607665.000000 Penalty: 5393.758301
	Iteration 30Q: 3 clusters Score -6607665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6607661.000000 Penalty: 5393.758301
	Iteration 31Q: 3 clusters Score -6607661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6607670.500000 Penalty: 5393.758301
	Iteration 32Q: 3 clusters Score -6607670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6607666.500000 Penalty: 5393.758301
	Iteration 33Q: 3 clusters Score -6607666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6607671.000000 Penalty: 5393.758301
	Iteration 34Q: 3 clusters Score -6607671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6607674.500000 Penalty: 5393.758301
	Iteration 35Q: 3 clusters Score -6607674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6607677.000000 Penalty: 5393.758301
	Iteration 36Q: 3 clusters Score -6607677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6607677.000000 Penalty: 5393.758301
	Iteration 37F: 3 clusters Score -6607677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Entering Unmasked Estep 
Score: -496018.093750 Penalty: 2075.263184
	Iteration 0F: 2 clusters Score -496018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -491933.906250 Penalty: 4150.526367
	Iteration 0F: 3 clusters Score -491933.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -492929.343750 Penalty: 4150.526367
	Iteration 1F: 3 clusters Score -492929.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -493181.625000 Penalty: 4150.526367
	Iteration 2F: 3 clusters Score -493181.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -493345.500000 Penalty: 4150.526367
	Iteration 3F: 3 clusters Score -493345.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -493451.031250 Penalty: 4150.526367
	Iteration 4Q: 3 clusters Score -493451 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -493538.656250 Penalty: 4150.526367
	Iteration 5Q: 3 clusters Score -493538.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -493610.843750 Penalty: 4150.526367
	Iteration 6Q: 3 clusters Score -493610.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -493682.812500 Penalty: 4150.526367
	Iteration 7Q: 3 clusters Score -493682.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -493734.125000 Penalty: 4150.526367
	Iteration 8Q: 3 clusters Score -493734.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -493787.781250 Penalty: 4150.526367
	Iteration 9Q: 3 clusters Score -493787.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -493845.000000 Penalty: 4150.526367
	Iteration 10Q: 3 clusters Score -493845 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -493892.031250 Penalty: 4150.526367
	Iteration 11Q: 3 clusters Score -493892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -493933.875000 Penalty: 4150.526367
	Iteration 12Q: 3 clusters Score -493933.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -493973.031250 Penalty: 4150.526367
	Iteration 13Q: 3 clusters Score -493973 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -494015.625000 Penalty: 4150.526367
	Iteration 14Q: 3 clusters Score -494015.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -494054.781250 Penalty: 4150.526367
	Iteration 15Q: 3 clusters Score -494054.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -494087.250000 Penalty: 4150.526367
	Iteration 16Q: 3 clusters Score -494087.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -494121.562500 Penalty: 4150.526367
	Iteration 17Q: 3 clusters Score -494121.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -494157.718750 Penalty: 4150.526367
	Iteration 18Q: 3 clusters Score -494157.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -494186.937500 Penalty: 4150.526367
	Iteration 19Q: 3 clusters Score -494186.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -494222.781250 Penalty: 4150.526367
	Iteration 20F: 3 clusters Score -494222.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -494250.562500 Penalty: 4150.526367
	Iteration 21Q: 3 clusters Score -494250.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -494275.093750 Penalty: 4150.526367
	Iteration 22Q: 3 clusters Score -494275.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -494295.125000 Penalty: 4150.526367
	Iteration 23Q: 3 clusters Score -494295.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -494326.531250 Penalty: 4150.526367
	Iteration 24Q: 3 clusters Score -494326.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -494355.718750 Penalty: 4150.526367
	Iteration 25Q: 3 clusters Score -494355.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -494380.656250 Penalty: 4150.526367
	Iteration 26Q: 3 clusters Score -494380.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -494404.750000 Penalty: 4150.526367
	Iteration 27Q: 3 clusters Score -494404.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -494424.968750 Penalty: 4150.526367
	Iteration 28Q: 3 clusters Score -494425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -494438.500000 Penalty: 4150.526367
	Iteration 29Q: 3 clusters Score -494438.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -494450.656250 Penalty: 4150.526367
	Iteration 30Q: 3 clusters Score -494450.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -494461.718750 Penalty: 4150.526367
	Iteration 31Q: 3 clusters Score -494461.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -494471.843750 Penalty: 4150.526367
	Iteration 32Q: 3 clusters Score -494471.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -494482.718750 Penalty: 4150.526367
	Iteration 33Q: 3 clusters Score -494482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -494485.656250 Penalty: 4150.526367
	Iteration 34Q: 3 clusters Score -494485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -494488.500000 Penalty: 4150.526367
	Iteration 35Q: 3 clusters Score -494488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -494490.343750 Penalty: 4150.526367
	Iteration 36Q: 3 clusters Score -494490.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -494491.625000 Penalty: 4150.526367
	Iteration 37Q: 3 clusters Score -494491.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -494493.812500 Penalty: 4150.526367
	Iteration 38Q: 3 clusters Score -494493.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -494499.656250 Penalty: 4150.526367
	Iteration 39Q: 3 clusters Score -494499.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -494503.000000 Penalty: 4150.526367
	Iteration 40F: 3 clusters Score -494503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -494503.531250 Penalty: 4150.526367
	Iteration 41Q: 3 clusters Score -494503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -494508.312500 Penalty: 4150.526367
	Iteration 42Q: 3 clusters Score -494508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -494507.500000 Penalty: 4150.526367
	Iteration 43Q: 3 clusters Score -494507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -494507.687500 Penalty: 4150.526367
	Iteration 44Q: 3 clusters Score -494507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -494507.687500 Penalty: 4150.526367
	Iteration 45F: 3 clusters Score -494507.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Entering Unmasked Estep 
Score: -7228677.500000 Penalty: 2719.882324
	Iteration 0F: 2 clusters Score -7228678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -7189650.000000 Penalty: 5439.764648
	Iteration 0F: 3 clusters Score -7189650 nChanged 27036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7204918.000000 Penalty: 5439.764648
	Iteration 1F: 3 clusters Score -7204918 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7205565.500000 Penalty: 5439.764648
	Iteration 2Q: 3 clusters Score -7205566 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -7206157.000000 Penalty: 5439.764648
	Iteration 3Q: 3 clusters Score -7206157 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -7206927.500000 Penalty: 5439.764648
	Iteration 4Q: 3 clusters Score -7206928 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -7207888.000000 Penalty: 5439.764648
	Iteration 5Q: 3 clusters Score -7207888 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -7209353.500000 Penalty: 5439.764648
	Iteration 6Q: 3 clusters Score -7209354 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -7211345.000000 Penalty: 5439.764648
	Iteration 7F: 3 clusters Score -7211345 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7213992.500000 Penalty: 5439.764648
	Iteration 8F: 3 clusters Score -7213992 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -7217197.000000 Penalty: 5439.764648
	Iteration 9F: 3 clusters Score -7217197 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7220217.000000 Penalty: 5439.764648
	Iteration 10F: 3 clusters Score -7220217 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -7222237.000000 Penalty: 5439.764648
	Iteration 11Q: 3 clusters Score -7222237 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -7223401.000000 Penalty: 5439.764648
	Iteration 12Q: 3 clusters Score -7223401 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -7224020.500000 Penalty: 5439.764648
	Iteration 13Q: 3 clusters Score -7224020 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -7224430.000000 Penalty: 5439.764648
	Iteration 14Q: 3 clusters Score -7224430 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -7224694.000000 Penalty: 5439.764648
	Iteration 15Q: 3 clusters Score -7224694 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -7224953.500000 Penalty: 5439.764648
	Iteration 16Q: 3 clusters Score -7224954 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -7225195.000000 Penalty: 5439.764648
	Iteration 17Q: 3 clusters Score -7225195 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -7225384.500000 Penalty: 5439.764648
	Iteration 18Q: 3 clusters Score -7225384 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -7225554.500000 Penalty: 5439.764648
	Iteration 19Q: 3 clusters Score -7225554 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -7225703.000000 Penalty: 5439.764648
	Iteration 20F: 3 clusters Score -7225703 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -7225800.500000 Penalty: 5439.764648
	Iteration 21Q: 3 clusters Score -7225800 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -7225896.500000 Penalty: 5439.764648
	Iteration 22Q: 3 clusters Score -7225896 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -7225972.500000 Penalty: 5439.764648
	Iteration 23Q: 3 clusters Score -7225972 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -7226044.500000 Penalty: 5439.764648
	Iteration 24Q: 3 clusters Score -7226044 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -7226119.500000 Penalty: 5439.764648
	Iteration 25Q: 3 clusters Score -7226120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -7226174.000000 Penalty: 5439.764648
	Iteration 26Q: 3 clusters Score -7226174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -7226235.000000 Penalty: 5439.764648
	Iteration 27Q: 3 clusters Score -7226235 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -7226270.000000 Penalty: 5439.764648
	Iteration 28Q: 3 clusters Score -7226270 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -7226314.000000 Penalty: 5439.764648
	Iteration 29Q: 3 clusters Score -7226314 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -7226337.000000 Penalty: 5439.764648
	Iteration 30Q: 3 clusters Score -7226337 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7226399.000000 Penalty: 5439.764648
	Iteration 31Q: 3 clusters Score -7226399 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -7226446.500000 Penalty: 5439.764648
	Iteration 32Q: 3 clusters Score -7226446 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -7226501.000000 Penalty: 5439.764648
	Iteration 33Q: 3 clusters Score -7226501 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -7226537.000000 Penalty: 5439.764648
	Iteration 34Q: 3 clusters Score -7226537 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -7226568.000000 Penalty: 5439.764648
	Iteration 35Q: 3 clusters Score -7226568 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -7226609.000000 Penalty: 5439.764648
	Iteration 36Q: 3 clusters Score -7226609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -7226657.000000 Penalty: 5439.764648
	Iteration 37Q: 3 clusters Score -7226657 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -7226660.000000 Penalty: 5439.764648
	Iteration 38Q: 3 clusters Score -7226660 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -7226669.000000 Penalty: 5439.764648
	Iteration 39Q: 3 clusters Score -7226669 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -7226677.000000 Penalty: 5439.764648
	Iteration 40F: 3 clusters Score -7226677 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -7226696.000000 Penalty: 5439.764648
	Iteration 41Q: 3 clusters Score -7226696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -7226712.000000 Penalty: 5439.764648
	Iteration 42Q: 3 clusters Score -7226712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7226742.500000 Penalty: 5439.764648
	Iteration 43Q: 3 clusters Score -7226742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -7226758.500000 Penalty: 5439.764648
	Iteration 44Q: 3 clusters Score -7226758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -7226775.000000 Penalty: 5439.764648
	Iteration 45Q: 3 clusters Score -7226775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7226777.500000 Penalty: 5439.764648
	Iteration 46Q: 3 clusters Score -7226778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -7226779.500000 Penalty: 5439.764648
	Iteration 47Q: 3 clusters Score -7226780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -7226782.500000 Penalty: 5439.764648
	Iteration 48Q: 3 clusters Score -7226782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -7226788.000000 Penalty: 5439.764648
	Iteration 49Q: 3 clusters Score -7226788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -7226796.500000 Penalty: 5439.764648
	Iteration 50Q: 3 clusters Score -7226796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7226797.500000 Penalty: 5439.764648
	Iteration 51Q: 3 clusters Score -7226798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7226807.500000 Penalty: 5439.764648
	Iteration 52Q: 3 clusters Score -7226808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -7226805.000000 Penalty: 5439.764648
	Iteration 53Q: 3 clusters Score -7226805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -7226808.500000 Penalty: 5439.764648
	Iteration 54Q: 3 clusters Score -7226808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7226816.000000 Penalty: 5439.764648
	Iteration 55Q: 3 clusters Score -7226816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -7226808.500000 Penalty: 5439.764648
	Iteration 56Q: 3 clusters Score -7226808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -7226816.500000 Penalty: 5439.764648
	Iteration 57Q: 3 clusters Score -7226816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 54295 members 
Entering Unmasked Estep 
Score: -7226817.500000 Penalty: 5439.764648
	Iteration 58Q: 3 clusters Score -7226818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -7226830.500000 Penalty: 5439.764648
	Iteration 59Q: 3 clusters Score -7226830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -7226849.000000 Penalty: 5439.764648
	Iteration 60F: 3 clusters Score -7226849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -7226856.500000 Penalty: 5439.764648
	Iteration 61Q: 3 clusters Score -7226856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -7226861.000000 Penalty: 5439.764648
	Iteration 62Q: 3 clusters Score -7226861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -7226873.000000 Penalty: 5439.764648
	Iteration 63Q: 3 clusters Score -7226873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -7226893.500000 Penalty: 5439.764648
	Iteration 64Q: 3 clusters Score -7226894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -7226906.000000 Penalty: 5439.764648
	Iteration 65Q: 3 clusters Score -7226906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -7226907.500000 Penalty: 5439.764648
	Iteration 66Q: 3 clusters Score -7226908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -7226911.500000 Penalty: 5439.764648
	Iteration 67Q: 3 clusters Score -7226912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -7226901.500000 Penalty: 5439.764648
	Iteration 68Q: 3 clusters Score -7226902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -7226903.000000 Penalty: 5439.764648
	Iteration 69Q: 3 clusters Score -7226903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -7226921.500000 Penalty: 5439.764648
	Iteration 70Q: 3 clusters Score -7226922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7226929.000000 Penalty: 5439.764648
	Iteration 71Q: 3 clusters Score -7226929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -7226930.500000 Penalty: 5439.764648
	Iteration 72Q: 3 clusters Score -7226930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7226930.500000 Penalty: 5439.764648
	Iteration 73Q: 3 clusters Score -7226930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
Score: -7226941.000000 Penalty: 5439.764648
	Iteration 74Q: 3 clusters Score -7226941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -7226938.000000 Penalty: 5439.764648
	Iteration 75Q: 3 clusters Score -7226938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -7226948.000000 Penalty: 5439.764648
	Iteration 76Q: 3 clusters Score -7226948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -7226955.000000 Penalty: 5439.764648
	Iteration 77Q: 3 clusters Score -7226955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7226955.000000 Penalty: 5439.764648
	Iteration 78Q: 3 clusters Score -7226955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7226955.000000 Penalty: 5439.764648
	Iteration 79F: 3 clusters Score -7226955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Entering Unmasked Estep 
Score: -7514433.000000 Penalty: 2728.950195
	Iteration 0F: 2 clusters Score -7514433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -7474412.500000 Penalty: 5457.900391
	Iteration 0F: 3 clusters Score -7474412 nChanged 27848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -7490184.000000 Penalty: 5457.900391
	Iteration 1F: 3 clusters Score -7490184 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7491694.000000 Penalty: 5457.900391
	Iteration 2F: 3 clusters Score -7491694 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -7494430.500000 Penalty: 5457.900391
	Iteration 3F: 3 clusters Score -7494430 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -7498428.500000 Penalty: 5457.900391
	Iteration 4F: 3 clusters Score -7498428 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -7503133.500000 Penalty: 5457.900391
	Iteration 5F: 3 clusters Score -7503134 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -7507143.000000 Penalty: 5457.900391
	Iteration 6F: 3 clusters Score -7507143 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -7509316.000000 Penalty: 5457.900391
	Iteration 7F: 3 clusters Score -7509316 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -7510115.000000 Penalty: 5457.900391
	Iteration 8Q: 3 clusters Score -7510115 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -7510517.500000 Penalty: 5457.900391
	Iteration 9Q: 3 clusters Score -7510518 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -7510739.000000 Penalty: 5457.900391
	Iteration 10Q: 3 clusters Score -7510739 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -7510942.500000 Penalty: 5457.900391
	Iteration 11Q: 3 clusters Score -7510942 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -7511134.000000 Penalty: 5457.900391
	Iteration 12Q: 3 clusters Score -7511134 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -7511234.500000 Penalty: 5457.900391
	Iteration 13Q: 3 clusters Score -7511234 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -7511400.000000 Penalty: 5457.900391
	Iteration 14Q: 3 clusters Score -7511400 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -7511514.500000 Penalty: 5457.900391
	Iteration 15Q: 3 clusters Score -7511514 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -7511613.500000 Penalty: 5457.900391
	Iteration 16Q: 3 clusters Score -7511614 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -7511708.000000 Penalty: 5457.900391
	Iteration 17Q: 3 clusters Score -7511708 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -7511809.500000 Penalty: 5457.900391
	Iteration 18Q: 3 clusters Score -7511810 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -7511936.000000 Penalty: 5457.900391
	Iteration 19Q: 3 clusters Score -7511936 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -7512014.500000 Penalty: 5457.900391
	Iteration 20F: 3 clusters Score -7512014 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -7512113.000000 Penalty: 5457.900391
	Iteration 21Q: 3 clusters Score -7512113 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -7512200.500000 Penalty: 5457.900391
	Iteration 22Q: 3 clusters Score -7512200 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -7512264.000000 Penalty: 5457.900391
	Iteration 23Q: 3 clusters Score -7512264 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -7512350.000000 Penalty: 5457.900391
	Iteration 24Q: 3 clusters Score -7512350 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -7512400.500000 Penalty: 5457.900391
	Iteration 25Q: 3 clusters Score -7512400 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -7512476.500000 Penalty: 5457.900391
	Iteration 26Q: 3 clusters Score -7512476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -7512559.500000 Penalty: 5457.900391
	Iteration 27Q: 3 clusters Score -7512560 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -7512634.000000 Penalty: 5457.900391
	Iteration 28Q: 3 clusters Score -7512634 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -7512710.000000 Penalty: 5457.900391
	Iteration 29Q: 3 clusters Score -7512710 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7512744.500000 Penalty: 5457.900391
	Iteration 30Q: 3 clusters Score -7512744 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -7512796.500000 Penalty: 5457.900391
	Iteration 31Q: 3 clusters Score -7512796 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -7512832.500000 Penalty: 5457.900391
	Iteration 32Q: 3 clusters Score -7512832 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -7512881.000000 Penalty: 5457.900391
	Iteration 33Q: 3 clusters Score -7512881 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7512913.500000 Penalty: 5457.900391
	Iteration 34Q: 3 clusters Score -7512914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -7512914.500000 Penalty: 5457.900391
	Iteration 35Q: 3 clusters Score -7512914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -7512946.000000 Penalty: 5457.900391
	Iteration 36Q: 3 clusters Score -7512946 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7513000.000000 Penalty: 5457.900391
	Iteration 37Q: 3 clusters Score -7513000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7513020.000000 Penalty: 5457.900391
	Iteration 38Q: 3 clusters Score -7513020 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7513070.000000 Penalty: 5457.900391
	Iteration 39Q: 3 clusters Score -7513070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7513063.000000 Penalty: 5457.900391
	Iteration 40F: 3 clusters Score -7513063 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7513083.500000 Penalty: 5457.900391
	Iteration 41Q: 3 clusters Score -7513084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7513087.500000 Penalty: 5457.900391
	Iteration 42Q: 3 clusters Score -7513088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -7513091.000000 Penalty: 5457.900391
	Iteration 43Q: 3 clusters Score -7513091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -7513081.000000 Penalty: 5457.900391
	Iteration 44Q: 3 clusters Score -7513081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7513133.500000 Penalty: 5457.900391
	Iteration 45Q: 3 clusters Score -7513134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7513150.000000 Penalty: 5457.900391
	Iteration 46Q: 3 clusters Score -7513150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7513154.000000 Penalty: 5457.900391
	Iteration 47Q: 3 clusters Score -7513154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7513168.000000 Penalty: 5457.900391
	Iteration 48Q: 3 clusters Score -7513168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -7513160.000000 Penalty: 5457.900391
	Iteration 49Q: 3 clusters Score -7513160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -7513177.000000 Penalty: 5457.900391
	Iteration 50Q: 3 clusters Score -7513177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -7513182.500000 Penalty: 5457.900391
	Iteration 51Q: 3 clusters Score -7513182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7513203.000000 Penalty: 5457.900391
	Iteration 52Q: 3 clusters Score -7513203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7513202.500000 Penalty: 5457.900391
	Iteration 53Q: 3 clusters Score -7513202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7513207.500000 Penalty: 5457.900391
	Iteration 54Q: 3 clusters Score -7513208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -7513198.000000 Penalty: 5457.900391
	Iteration 55Q: 3 clusters Score -7513198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -7513195.000000 Penalty: 5457.900391
	Iteration 56Q: 3 clusters Score -7513195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7513206.500000 Penalty: 5457.900391
	Iteration 57Q: 3 clusters Score -7513206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7513206.000000 Penalty: 5457.900391
	Iteration 58Q: 3 clusters Score -7513206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7513201.000000 Penalty: 5457.900391
	Iteration 59Q: 3 clusters Score -7513201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7513214.500000 Penalty: 5457.900391
	Iteration 60F: 3 clusters Score -7513214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7513225.000000 Penalty: 5457.900391
	Iteration 61Q: 3 clusters Score -7513225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7513211.000000 Penalty: 5457.900391
	Iteration 62Q: 3 clusters Score -7513211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -7513210.500000 Penalty: 5457.900391
	Iteration 63Q: 3 clusters Score -7513210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7513211.500000 Penalty: 5457.900391
	Iteration 64Q: 3 clusters Score -7513212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7513201.500000 Penalty: 5457.900391
	Iteration 65Q: 3 clusters Score -7513202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7513198.000000 Penalty: 5457.900391
	Iteration 66Q: 3 clusters Score -7513198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7513206.500000 Penalty: 5457.900391
	Iteration 67Q: 3 clusters Score -7513206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7513205.000000 Penalty: 5457.900391
	Iteration 68Q: 3 clusters Score -7513205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -7513203.000000 Penalty: 5457.900391
	Iteration 69Q: 3 clusters Score -7513203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7513217.000000 Penalty: 5457.900391
	Iteration 70Q: 3 clusters Score -7513217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7513212.500000 Penalty: 5457.900391
	Iteration 71Q: 3 clusters Score -7513212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7513209.500000 Penalty: 5457.900391
	Iteration 72Q: 3 clusters Score -7513210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7513219.500000 Penalty: 5457.900391
	Iteration 73Q: 3 clusters Score -7513220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -7513223.000000 Penalty: 5457.900391
	Iteration 74Q: 3 clusters Score -7513223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7513229.500000 Penalty: 5457.900391
	Iteration 75Q: 3 clusters Score -7513230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7513228.000000 Penalty: 5457.900391
	Iteration 76Q: 3 clusters Score -7513228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7513236.000000 Penalty: 5457.900391
	Iteration 77Q: 3 clusters Score -7513236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7513239.000000 Penalty: 5457.900391
	Iteration 78Q: 3 clusters Score -7513239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7513250.000000 Penalty: 5457.900391
	Iteration 79Q: 3 clusters Score -7513250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7513250.500000 Penalty: 5457.900391
	Iteration 80F: 3 clusters Score -7513250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -7513252.500000 Penalty: 5457.900391
	Iteration 81Q: 3 clusters Score -7513252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7513256.000000 Penalty: 5457.900391
	Iteration 82Q: 3 clusters Score -7513256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7513246.500000 Penalty: 5457.900391
	Iteration 83Q: 3 clusters Score -7513246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7513243.500000 Penalty: 5457.900391
	Iteration 84Q: 3 clusters Score -7513244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7513247.500000 Penalty: 5457.900391
	Iteration 85Q: 3 clusters Score -7513248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7513250.000000 Penalty: 5457.900391
	Iteration 86Q: 3 clusters Score -7513250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7513255.000000 Penalty: 5457.900391
	Iteration 87Q: 3 clusters Score -7513255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7513256.000000 Penalty: 5457.900391
	Iteration 88Q: 3 clusters Score -7513256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7513264.000000 Penalty: 5457.900391
	Iteration 89Q: 3 clusters Score -7513264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7513261.500000 Penalty: 5457.900391
	Iteration 90Q: 3 clusters Score -7513262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7513263.000000 Penalty: 5457.900391
	Iteration 91Q: 3 clusters Score -7513263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7513265.500000 Penalty: 5457.900391
	Iteration 92Q: 3 clusters Score -7513266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7513267.000000 Penalty: 5457.900391
	Iteration 93Q: 3 clusters Score -7513267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7513267.000000 Penalty: 5457.900391
	Iteration 94F: 3 clusters Score -7513267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (91679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Entering Unmasked Estep 
Score: -11282625.000000 Penalty: 2833.659912
	Iteration 0F: 2 clusters Score -1.128262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -11221347.000000 Penalty: 5667.319824
	Iteration 0F: 3 clusters Score -1.122135e+07 nChanged 43058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -11246114.000000 Penalty: 5667.319824
	Iteration 1F: 3 clusters Score -1.124611e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -11246932.000000 Penalty: 5667.319824
	Iteration 2Q: 3 clusters Score -1.124693e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -11247997.000000 Penalty: 5667.319824
	Iteration 3Q: 3 clusters Score -1.1248e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -11249742.000000 Penalty: 5667.319824
	Iteration 4Q: 3 clusters Score -1.124974e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -11252175.000000 Penalty: 5667.319824
	Iteration 5F: 3 clusters Score -1.125218e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -11255685.000000 Penalty: 5667.319824
	Iteration 6F: 3 clusters Score -1.125568e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -11259636.000000 Penalty: 5667.319824
	Iteration 7F: 3 clusters Score -1.125964e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -11263381.000000 Penalty: 5667.319824
	Iteration 8F: 3 clusters Score -1.126338e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -11266637.000000 Penalty: 5667.319824
	Iteration 9F: 3 clusters Score -1.126664e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -11269027.000000 Penalty: 5667.319824
	Iteration 10Q: 3 clusters Score -1.126903e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -11270832.000000 Penalty: 5667.319824
	Iteration 11Q: 3 clusters Score -1.127083e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -11272139.000000 Penalty: 5667.319824
	Iteration 12Q: 3 clusters Score -1.127214e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -11273030.000000 Penalty: 5667.319824
	Iteration 13Q: 3 clusters Score -1.127303e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -11273751.000000 Penalty: 5667.319824
	Iteration 14Q: 3 clusters Score -1.127375e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -11274388.000000 Penalty: 5667.319824
	Iteration 15Q: 3 clusters Score -1.127439e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -11274997.000000 Penalty: 5667.319824
	Iteration 16Q: 3 clusters Score -1.1275e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -11275607.000000 Penalty: 5667.319824
	Iteration 17Q: 3 clusters Score -1.127561e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -11276126.000000 Penalty: 5667.319824
	Iteration 18Q: 3 clusters Score -1.127613e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73891 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -11276752.000000 Penalty: 5667.319824
	Iteration 19Q: 3 clusters Score -1.127675e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -11277157.000000 Penalty: 5667.319824
	Iteration 20F: 3 clusters Score -1.127716e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -11277615.000000 Penalty: 5667.319824
	Iteration 21Q: 3 clusters Score -1.127762e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -11277966.000000 Penalty: 5667.319824
	Iteration 22Q: 3 clusters Score -1.127797e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -11278258.000000 Penalty: 5667.319824
	Iteration 23Q: 3 clusters Score -1.127826e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -11278619.000000 Penalty: 5667.319824
	Iteration 24Q: 3 clusters Score -1.127862e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -11278999.000000 Penalty: 5667.319824
	Iteration 25Q: 3 clusters Score -1.1279e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -11279312.000000 Penalty: 5667.319824
	Iteration 26Q: 3 clusters Score -1.127931e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -11279632.000000 Penalty: 5667.319824
	Iteration 27Q: 3 clusters Score -1.127963e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -11279868.000000 Penalty: 5667.319824
	Iteration 28Q: 3 clusters Score -1.127987e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -11280133.000000 Penalty: 5667.319824
	Iteration 29Q: 3 clusters Score -1.128013e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -11280307.000000 Penalty: 5667.319824
	Iteration 30Q: 3 clusters Score -1.128031e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -11280425.000000 Penalty: 5667.319824
	Iteration 31Q: 3 clusters Score -1.128042e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -11280582.000000 Penalty: 5667.319824
	Iteration 32Q: 3 clusters Score -1.128058e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -11280718.000000 Penalty: 5667.319824
	Iteration 33Q: 3 clusters Score -1.128072e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -11280802.000000 Penalty: 5667.319824
	Iteration 34Q: 3 clusters Score -1.12808e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -11280872.000000 Penalty: 5667.319824
	Iteration 35Q: 3 clusters Score -1.128087e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -11280911.000000 Penalty: 5667.319824
	Iteration 36Q: 3 clusters Score -1.128091e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -11280981.000000 Penalty: 5667.319824
	Iteration 37Q: 3 clusters Score -1.128098e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -11281018.000000 Penalty: 5667.319824
	Iteration 38Q: 3 clusters Score -1.128102e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -11281042.000000 Penalty: 5667.319824
	Iteration 39Q: 3 clusters Score -1.128104e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11281064.000000 Penalty: 5667.319824
	Iteration 40F: 3 clusters Score -1.128106e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -11281081.000000 Penalty: 5667.319824
	Iteration 41Q: 3 clusters Score -1.128108e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -11281121.000000 Penalty: 5667.319824
	Iteration 42Q: 3 clusters Score -1.128112e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -11281126.000000 Penalty: 5667.319824
	Iteration 43Q: 3 clusters Score -1.128113e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -11281172.000000 Penalty: 5667.319824
	Iteration 44Q: 3 clusters Score -1.128117e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -11281172.000000 Penalty: 5667.319824
	Iteration 45Q: 3 clusters Score -1.128117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11281170.000000 Penalty: 5667.319824
	Iteration 46Q: 3 clusters Score -1.128117e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -11281156.000000 Penalty: 5667.319824
	Iteration 47Q: 3 clusters Score -1.128116e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -11281175.000000 Penalty: 5667.319824
	Iteration 48Q: 3 clusters Score -1.128118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88480 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -11281187.000000 Penalty: 5667.319824
	Iteration 49Q: 3 clusters Score -1.128119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -11281193.000000 Penalty: 5667.319824
	Iteration 50Q: 3 clusters Score -1.128119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88567 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -11281211.000000 Penalty: 5667.319824
	Iteration 51Q: 3 clusters Score -1.128121e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -11281207.000000 Penalty: 5667.319824
	Iteration 52Q: 3 clusters Score -1.128121e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -11281226.000000 Penalty: 5667.319824
	Iteration 53Q: 3 clusters Score -1.128123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -11281238.000000 Penalty: 5667.319824
	Iteration 54Q: 3 clusters Score -1.128124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -11281261.000000 Penalty: 5667.319824
	Iteration 55Q: 3 clusters Score -1.128126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -11281259.000000 Penalty: 5667.319824
	Iteration 56Q: 3 clusters Score -1.128126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88715 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -11281271.000000 Penalty: 5667.319824
	Iteration 57Q: 3 clusters Score -1.128127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -11281266.000000 Penalty: 5667.319824
	Iteration 58Q: 3 clusters Score -1.128127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -11281253.000000 Penalty: 5667.319824
	Iteration 59Q: 3 clusters Score -1.128125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88786 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -11281249.000000 Penalty: 5667.319824
	Iteration 60F: 3 clusters Score -1.128125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11281286.000000 Penalty: 5667.319824
	Iteration 61Q: 3 clusters Score -1.128129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -11281279.000000 Penalty: 5667.319824
	Iteration 62Q: 3 clusters Score -1.128128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11281290.000000 Penalty: 5667.319824
	Iteration 63Q: 3 clusters Score -1.128129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -11281293.000000 Penalty: 5667.319824
	Iteration 64Q: 3 clusters Score -1.128129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -11281302.000000 Penalty: 5667.319824
	Iteration 65Q: 3 clusters Score -1.12813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11281300.000000 Penalty: 5667.319824
	Iteration 66Q: 3 clusters Score -1.12813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -11281295.000000 Penalty: 5667.319824
	Iteration 67Q: 3 clusters Score -1.12813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -11281302.000000 Penalty: 5667.319824
	Iteration 68Q: 3 clusters Score -1.12813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -11281307.000000 Penalty: 5667.319824
	Iteration 69Q: 3 clusters Score -1.128131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11281312.000000 Penalty: 5667.319824
	Iteration 70Q: 3 clusters Score -1.128131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11281305.000000 Penalty: 5667.319824
	Iteration 71Q: 3 clusters Score -1.12813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11281308.000000 Penalty: 5667.319824
	Iteration 72Q: 3 clusters Score -1.128131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -11281309.000000 Penalty: 5667.319824
	Iteration 73Q: 3 clusters Score -1.128131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88951 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -11281309.000000 Penalty: 5667.319824
	Iteration 74F: 3 clusters Score -1.128131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -299765.000000 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -299765 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 1211 members 
Entering Unmasked Estep 
Score: -296835.968750 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -296836 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -297410.812500 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -297410.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -297559.562500 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -297559.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -297644.312500 Penalty: 3868.677490
	Iteration 3Q: 3 clusters Score -297644.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -297691.437500 Penalty: 3868.677490
	Iteration 4Q: 3 clusters Score -297691.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -297733.656250 Penalty: 3868.677490
	Iteration 5Q: 3 clusters Score -297733.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297763.000000 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -297763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297781.968750 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -297782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297808.500000 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -297808.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297854.625000 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -297854.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297900.906250 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -297900.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297937.156250 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -297937.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297965.156250 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -297965.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298000.937500 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -298000.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -298040.000000 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -298040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -298057.531250 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -298057.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -298069.562500 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -298069.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298082.187500 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -298082.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298094.187500 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -298094.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -298104.000000 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -298104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298111.625000 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -298111.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -298118.312500 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -298118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -298124.093750 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -298124.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -298128.062500 Penalty: 3868.677490
	Iteration 23Q: 3 clusters Score -298128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298132.843750 Penalty: 3868.677490
	Iteration 24Q: 3 clusters Score -298132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298137.031250 Penalty: 3868.677490
	Iteration 25Q: 3 clusters Score -298137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298138.875000 Penalty: 3868.677490
	Iteration 26Q: 3 clusters Score -298138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -298142.906250 Penalty: 3868.677490
	Iteration 27Q: 3 clusters Score -298142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -298145.531250 Penalty: 3868.677490
	Iteration 28Q: 3 clusters Score -298145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -298151.468750 Penalty: 3868.677490
	Iteration 29Q: 3 clusters Score -298151.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298158.375000 Penalty: 3868.677490
	Iteration 30Q: 3 clusters Score -298158.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298167.375000 Penalty: 3868.677490
	Iteration 31Q: 3 clusters Score -298167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -298175.250000 Penalty: 3868.677490
	Iteration 32Q: 3 clusters Score -298175.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298179.593750 Penalty: 3868.677490
	Iteration 33Q: 3 clusters Score -298179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298185.812500 Penalty: 3868.677490
	Iteration 34Q: 3 clusters Score -298185.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -298191.062500 Penalty: 3868.677490
	Iteration 35Q: 3 clusters Score -298191.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298195.562500 Penalty: 3868.677490
	Iteration 36Q: 3 clusters Score -298195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -298198.593750 Penalty: 3868.677490
	Iteration 37Q: 3 clusters Score -298198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298199.812500 Penalty: 3868.677490
	Iteration 38Q: 3 clusters Score -298199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -298204.093750 Penalty: 3868.677490
	Iteration 39Q: 3 clusters Score -298204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -298208.562500 Penalty: 3868.677490
	Iteration 40F: 3 clusters Score -298208.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -298214.250000 Penalty: 3868.677490
	Iteration 41Q: 3 clusters Score -298214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -298218.468750 Penalty: 3868.677490
	Iteration 42Q: 3 clusters Score -298218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -298223.312500 Penalty: 3868.677490
	Iteration 43Q: 3 clusters Score -298223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298226.250000 Penalty: 3868.677490
	Iteration 44Q: 3 clusters Score -298226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298228.687500 Penalty: 3868.677490
	Iteration 45Q: 3 clusters Score -298228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298231.656250 Penalty: 3868.677490
	Iteration 46Q: 3 clusters Score -298231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298233.093750 Penalty: 3868.677490
	Iteration 47Q: 3 clusters Score -298233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298234.656250 Penalty: 3868.677490
	Iteration 48Q: 3 clusters Score -298234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -298236.968750 Penalty: 3868.677490
	Iteration 49Q: 3 clusters Score -298237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298239.625000 Penalty: 3868.677490
	Iteration 50Q: 3 clusters Score -298239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298241.343750 Penalty: 3868.677490
	Iteration 51Q: 3 clusters Score -298241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298241.343750 Penalty: 3868.677490
	Iteration 52F: 3 clusters Score -298241.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1317434.000000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1317434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1309206.375000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1309206 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1311632.375000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1311632 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1311956.500000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1311956 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1312214.750000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1312215 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1312453.500000 Penalty: 4608.929688
	Iteration 4Q: 3 clusters Score -1312454 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1312663.125000 Penalty: 4608.929688
	Iteration 5Q: 3 clusters Score -1312663 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1312871.625000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1312872 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1313076.000000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1313076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1313279.125000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1313279 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1313444.500000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1313444 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1313602.250000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1313602 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1313752.250000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1313752 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1313924.125000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1313924 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1314105.625000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1314106 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1314268.875000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1314269 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1314410.500000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1314410 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1314564.750000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1314565 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1314714.375000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1314714 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1314853.125000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1314853 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1314982.750000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1314983 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1315091.625000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1315092 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1315175.625000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1315176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1315228.500000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1315228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1315264.875000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1315265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1315289.125000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1315289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1315316.250000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1315316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1315338.875000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1315339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1315364.875000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1315365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1315390.250000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1315390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1315410.625000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1315411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1315426.625000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1315427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1315441.875000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1315442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1315453.125000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1315453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1315461.125000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1315461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1315468.625000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1315469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1315476.875000 Penalty: 4608.929688
	Iteration 35Q: 3 clusters Score -1315477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1315480.000000 Penalty: 4608.929688
	Iteration 36Q: 3 clusters Score -1315480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1315486.250000 Penalty: 4608.929688
	Iteration 37Q: 3 clusters Score -1315486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1315495.250000 Penalty: 4608.929688
	Iteration 38Q: 3 clusters Score -1315495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1315504.375000 Penalty: 4608.929688
	Iteration 39Q: 3 clusters Score -1315504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1315509.250000 Penalty: 4608.929688
	Iteration 40F: 3 clusters Score -1315509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1315509.875000 Penalty: 4608.929688
	Iteration 41Q: 3 clusters Score -1315510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1315516.625000 Penalty: 4608.929688
	Iteration 42Q: 3 clusters Score -1315517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1315515.500000 Penalty: 4608.929688
	Iteration 43Q: 3 clusters Score -1315516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1315518.500000 Penalty: 4608.929688
	Iteration 44Q: 3 clusters Score -1315518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1315519.625000 Penalty: 4608.929688
	Iteration 45Q: 3 clusters Score -1315520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1315520.625000 Penalty: 4608.929688
	Iteration 46Q: 3 clusters Score -1315521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1315521.000000 Penalty: 4608.929688
	Iteration 47Q: 3 clusters Score -1315521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1315521.000000 Penalty: 4608.929688
	Iteration 48F: 3 clusters Score -1315521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Entering Unmasked Estep 
Score: -2325679.250000 Penalty: 2448.638916
	Iteration 0F: 2 clusters Score -2325679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2312111.250000 Penalty: 4897.277832
	Iteration 0F: 3 clusters Score -2312111 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2316666.250000 Penalty: 4897.277832
	Iteration 1F: 3 clusters Score -2316666 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2317047.500000 Penalty: 4897.277832
	Iteration 2F: 3 clusters Score -2317048 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2317379.000000 Penalty: 4897.277832
	Iteration 3Q: 3 clusters Score -2317379 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2317711.750000 Penalty: 4897.277832
	Iteration 4Q: 3 clusters Score -2317712 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2318065.000000 Penalty: 4897.277832
	Iteration 5Q: 3 clusters Score -2318065 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2318435.250000 Penalty: 4897.277832
	Iteration 6Q: 3 clusters Score -2318435 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2318844.750000 Penalty: 4897.277832
	Iteration 7Q: 3 clusters Score -2318845 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2319246.500000 Penalty: 4897.277832
	Iteration 8Q: 3 clusters Score -2319246 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2319663.500000 Penalty: 4897.277832
	Iteration 9Q: 3 clusters Score -2319664 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2320131.250000 Penalty: 4897.277832
	Iteration 10Q: 3 clusters Score -2320131 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2320637.000000 Penalty: 4897.277832
	Iteration 11Q: 3 clusters Score -2320637 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2321098.250000 Penalty: 4897.277832
	Iteration 12Q: 3 clusters Score -2321098 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2321500.000000 Penalty: 4897.277832
	Iteration 13Q: 3 clusters Score -2321500 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2321859.000000 Penalty: 4897.277832
	Iteration 14Q: 3 clusters Score -2321859 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2322155.250000 Penalty: 4897.277832
	Iteration 15Q: 3 clusters Score -2322155 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2322404.000000 Penalty: 4897.277832
	Iteration 16Q: 3 clusters Score -2322404 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2322604.750000 Penalty: 4897.277832
	Iteration 17Q: 3 clusters Score -2322605 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2322784.750000 Penalty: 4897.277832
	Iteration 18Q: 3 clusters Score -2322785 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2322967.250000 Penalty: 4897.277832
	Iteration 19Q: 3 clusters Score -2322967 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2323133.750000 Penalty: 4897.277832
	Iteration 20F: 3 clusters Score -2323134 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2323276.500000 Penalty: 4897.277832
	Iteration 21Q: 3 clusters Score -2323276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2323383.500000 Penalty: 4897.277832
	Iteration 22Q: 3 clusters Score -2323384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2323483.250000 Penalty: 4897.277832
	Iteration 23Q: 3 clusters Score -2323483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2323533.500000 Penalty: 4897.277832
	Iteration 24Q: 3 clusters Score -2323534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2323585.000000 Penalty: 4897.277832
	Iteration 25Q: 3 clusters Score -2323585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2323626.000000 Penalty: 4897.277832
	Iteration 26Q: 3 clusters Score -2323626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2323648.750000 Penalty: 4897.277832
	Iteration 27Q: 3 clusters Score -2323649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2323674.750000 Penalty: 4897.277832
	Iteration 28Q: 3 clusters Score -2323675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2323702.000000 Penalty: 4897.277832
	Iteration 29Q: 3 clusters Score -2323702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2323728.500000 Penalty: 4897.277832
	Iteration 30Q: 3 clusters Score -2323728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2323744.250000 Penalty: 4897.277832
	Iteration 31Q: 3 clusters Score -2323744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2323765.500000 Penalty: 4897.277832
	Iteration 32Q: 3 clusters Score -2323766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2323774.500000 Penalty: 4897.277832
	Iteration 33Q: 3 clusters Score -2323774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2323784.000000 Penalty: 4897.277832
	Iteration 34Q: 3 clusters Score -2323784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2323791.000000 Penalty: 4897.277832
	Iteration 35Q: 3 clusters Score -2323791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2323796.250000 Penalty: 4897.277832
	Iteration 36Q: 3 clusters Score -2323796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2323801.750000 Penalty: 4897.277832
	Iteration 37Q: 3 clusters Score -2323802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2323803.500000 Penalty: 4897.277832
	Iteration 38Q: 3 clusters Score -2323804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2323803.000000 Penalty: 4897.277832
	Iteration 39Q: 3 clusters Score -2323803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2323804.000000 Penalty: 4897.277832
	Iteration 40F: 3 clusters Score -2323804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2323805.500000 Penalty: 4897.277832
	Iteration 41Q: 3 clusters Score -2323806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2323809.500000 Penalty: 4897.277832
	Iteration 42Q: 3 clusters Score -2323810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2323807.750000 Penalty: 4897.277832
	Iteration 43Q: 3 clusters Score -2323808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2323809.750000 Penalty: 4897.277832
	Iteration 44Q: 3 clusters Score -2323810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2323809.750000 Penalty: 4897.277832
	Iteration 45F: 3 clusters Score -2323810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -145699.015625 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -145699 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 632 members 
Entering Unmasked Estep 
Score: -143620.343750 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -143620.3 nChanged 338
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: -143967.953125 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -143968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144073.109375 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -144073.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -144141.390625 Penalty: 3523.655518
	Iteration 3Q: 3 clusters Score -144141.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144184.859375 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -144184.9 nChanged 24
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: -144217.906250 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -144217.9 nChanged 20
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: -144243.140625 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -144243.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144258.125000 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -144258.1 nChanged 11
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: -144271.234375 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -144271.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144282.328125 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -144282.3 nChanged 10
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: -144295.296875 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -144295.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144308.781250 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -144308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144327.171875 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -144327.2 nChanged 8
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: -144339.890625 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -144339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -144353.781250 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -144353.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -144364.187500 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -144364.2 nChanged 8
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: -144376.375000 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -144376.4 nChanged 10
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: -144392.031250 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -144392 nChanged 17
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: -144419.515625 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -144419.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -144443.984375 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -144444 nChanged 9
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: -144450.593750 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -144450.6 nChanged 4
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: -144455.859375 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -144455.9 nChanged 7
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: -144467.125000 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -144467.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -144472.187500 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -144472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144479.937500 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -144479.9 nChanged 7
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: -144491.875000 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -144491.9 nChanged 11
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: -144507.906250 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -144507.9 nChanged 7
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: -144515.015625 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -144515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144520.093750 Penalty: 3523.655518
	Iteration 28Q: 3 clusters Score -144520.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144526.156250 Penalty: 3523.655518
	Iteration 29Q: 3 clusters Score -144526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -144529.593750 Penalty: 3523.655518
	Iteration 30Q: 3 clusters Score -144529.6 nChanged 3
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: -144532.062500 Penalty: 3523.655518
	Iteration 31Q: 3 clusters Score -144532.1 nChanged 0
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: -144532.062500 Penalty: 3523.655518
	Iteration 32F: 3 clusters Score -144532.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 438 members 
Entering Unmasked Estep 
Score: -98974.906250 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98974.91 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99258.625000 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99258.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99376.890625 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99376.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99464.085938 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99464.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -99555.515625 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99555.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99656.570312 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99656.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99722.789062 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99722.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99759.164062 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99759.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99797.718750 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99797.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99844.640625 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99844.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99903.265625 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99903.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99927.914062 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99927.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99951.898438 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99951.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99976.789062 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99976.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -99986.078125 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99986.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99991.882812 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99991.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99993.789062 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99993.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -99993.789062 Penalty: 3372.331787
	Iteration 17F: 3 clusters Score -99993.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Entering Unmasked Estep 
Score: -8899139.000000 Penalty: 2783.582520
	Iteration 0F: 2 clusters Score -8899139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -8849041.000000 Penalty: 5567.165039
	Iteration 0F: 3 clusters Score -8849041 nChanged 35125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -8868824.000000 Penalty: 5567.165039
	Iteration 1F: 3 clusters Score -8868824 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -8869622.000000 Penalty: 5567.165039
	Iteration 2Q: 3 clusters Score -8869622 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -8870869.000000 Penalty: 5567.165039
	Iteration 3Q: 3 clusters Score -8870869 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -8872822.000000 Penalty: 5567.165039
	Iteration 4F: 3 clusters Score -8872822 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8876002.000000 Penalty: 5567.165039
	Iteration 5F: 3 clusters Score -8876002 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -8881285.000000 Penalty: 5567.165039
	Iteration 6F: 3 clusters Score -8881285 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -8887626.000000 Penalty: 5567.165039
	Iteration 7F: 3 clusters Score -8887626 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -8892848.000000 Penalty: 5567.165039
	Iteration 8F: 3 clusters Score -8892848 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8895348.000000 Penalty: 5567.165039
	Iteration 9Q: 3 clusters Score -8895348 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8896159.000000 Penalty: 5567.165039
	Iteration 10Q: 3 clusters Score -8896159 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8896428.000000 Penalty: 5567.165039
	Iteration 11Q: 3 clusters Score -8896428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8896533.000000 Penalty: 5567.165039
	Iteration 12Q: 3 clusters Score -8896533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8896602.000000 Penalty: 5567.165039
	Iteration 13Q: 3 clusters Score -8896602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8896622.000000 Penalty: 5567.165039
	Iteration 14Q: 3 clusters Score -8896622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8896629.000000 Penalty: 5567.165039
	Iteration 15Q: 3 clusters Score -8896629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8896645.000000 Penalty: 5567.165039
	Iteration 16Q: 3 clusters Score -8896645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8896645.000000 Penalty: 5567.165039
	Iteration 17F: 3 clusters Score -8896645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Entering Unmasked Estep 
Score: -4845976.000000 Penalty: 2623.328125
	Iteration 0F: 2 clusters Score -4845976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -4819241.000000 Penalty: 5246.656250
	Iteration 0F: 3 clusters Score -4819241 nChanged 17930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -4829172.000000 Penalty: 5246.656250
	Iteration 1F: 3 clusters Score -4829172 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4829681.000000 Penalty: 5246.656250
	Iteration 2Q: 3 clusters Score -4829681 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4830110.500000 Penalty: 5246.656250
	Iteration 3Q: 3 clusters Score -4830110 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4830460.500000 Penalty: 5246.656250
	Iteration 4Q: 3 clusters Score -4830460 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4830786.000000 Penalty: 5246.656250
	Iteration 5Q: 3 clusters Score -4830786 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4831054.500000 Penalty: 5246.656250
	Iteration 6Q: 3 clusters Score -4831054 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -4831310.500000 Penalty: 5246.656250
	Iteration 7Q: 3 clusters Score -4831310 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4831573.500000 Penalty: 5246.656250
	Iteration 8Q: 3 clusters Score -4831574 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4831842.000000 Penalty: 5246.656250
	Iteration 9Q: 3 clusters Score -4831842 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4832112.500000 Penalty: 5246.656250
	Iteration 10Q: 3 clusters Score -4832112 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4832400.000000 Penalty: 5246.656250
	Iteration 11Q: 3 clusters Score -4832400 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -4832733.500000 Penalty: 5246.656250
	Iteration 12Q: 3 clusters Score -4832734 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4833153.000000 Penalty: 5246.656250
	Iteration 13Q: 3 clusters Score -4833153 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -4833745.000000 Penalty: 5246.656250
	Iteration 14Q: 3 clusters Score -4833745 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4834399.500000 Penalty: 5246.656250
	Iteration 15Q: 3 clusters Score -4834400 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4835253.500000 Penalty: 5246.656250
	Iteration 16Q: 3 clusters Score -4835254 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -4836277.000000 Penalty: 5246.656250
	Iteration 17Q: 3 clusters Score -4836277 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4837369.500000 Penalty: 5246.656250
	Iteration 18Q: 3 clusters Score -4837370 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -4838421.000000 Penalty: 5246.656250
	Iteration 19Q: 3 clusters Score -4838421 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4839453.000000 Penalty: 5246.656250
	Iteration 20F: 3 clusters Score -4839453 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4840247.000000 Penalty: 5246.656250
	Iteration 21Q: 3 clusters Score -4840247 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4840818.500000 Penalty: 5246.656250
	Iteration 22Q: 3 clusters Score -4840818 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4841257.500000 Penalty: 5246.656250
	Iteration 23Q: 3 clusters Score -4841258 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4841574.500000 Penalty: 5246.656250
	Iteration 24Q: 3 clusters Score -4841574 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4841811.500000 Penalty: 5246.656250
	Iteration 25Q: 3 clusters Score -4841812 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4842071.500000 Penalty: 5246.656250
	Iteration 26Q: 3 clusters Score -4842072 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4842261.000000 Penalty: 5246.656250
	Iteration 27Q: 3 clusters Score -4842261 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4842426.500000 Penalty: 5246.656250
	Iteration 28Q: 3 clusters Score -4842426 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4842598.500000 Penalty: 5246.656250
	Iteration 29Q: 3 clusters Score -4842598 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4842748.000000 Penalty: 5246.656250
	Iteration 30Q: 3 clusters Score -4842748 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4842883.500000 Penalty: 5246.656250
	Iteration 31Q: 3 clusters Score -4842884 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4842989.500000 Penalty: 5246.656250
	Iteration 32Q: 3 clusters Score -4842990 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4843083.000000 Penalty: 5246.656250
	Iteration 33Q: 3 clusters Score -4843083 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4843167.500000 Penalty: 5246.656250
	Iteration 34Q: 3 clusters Score -4843168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4843250.500000 Penalty: 5246.656250
	Iteration 35Q: 3 clusters Score -4843250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4843324.000000 Penalty: 5246.656250
	Iteration 36Q: 3 clusters Score -4843324 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4843372.500000 Penalty: 5246.656250
	Iteration 37Q: 3 clusters Score -4843372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4843433.000000 Penalty: 5246.656250
	Iteration 38Q: 3 clusters Score -4843433 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4843469.000000 Penalty: 5246.656250
	Iteration 39Q: 3 clusters Score -4843469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4843506.000000 Penalty: 5246.656250
	Iteration 40F: 3 clusters Score -4843506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4843525.500000 Penalty: 5246.656250
	Iteration 41Q: 3 clusters Score -4843526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4843552.500000 Penalty: 5246.656250
	Iteration 42Q: 3 clusters Score -4843552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4843578.500000 Penalty: 5246.656250
	Iteration 43Q: 3 clusters Score -4843578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4843609.000000 Penalty: 5246.656250
	Iteration 44Q: 3 clusters Score -4843609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4843617.000000 Penalty: 5246.656250
	Iteration 45Q: 3 clusters Score -4843617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4843634.000000 Penalty: 5246.656250
	Iteration 46Q: 3 clusters Score -4843634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4843638.500000 Penalty: 5246.656250
	Iteration 47Q: 3 clusters Score -4843638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4843644.000000 Penalty: 5246.656250
	Iteration 48Q: 3 clusters Score -4843644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4843651.500000 Penalty: 5246.656250
	Iteration 49Q: 3 clusters Score -4843652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4843656.000000 Penalty: 5246.656250
	Iteration 50Q: 3 clusters Score -4843656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4843659.000000 Penalty: 5246.656250
	Iteration 51Q: 3 clusters Score -4843659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4843665.500000 Penalty: 5246.656250
	Iteration 52Q: 3 clusters Score -4843666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4843686.500000 Penalty: 5246.656250
	Iteration 53Q: 3 clusters Score -4843686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4843686.000000 Penalty: 5246.656250
	Iteration 54Q: 3 clusters Score -4843686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4843684.000000 Penalty: 5246.656250
	Iteration 55Q: 3 clusters Score -4843684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4843684.500000 Penalty: 5246.656250
	Iteration 56Q: 3 clusters Score -4843684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4843685.500000 Penalty: 5246.656250
	Iteration 57Q: 3 clusters Score -4843686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4843689.000000 Penalty: 5246.656250
	Iteration 58Q: 3 clusters Score -4843689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4843691.500000 Penalty: 5246.656250
	Iteration 59Q: 3 clusters Score -4843692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4843701.500000 Penalty: 5246.656250
	Iteration 60F: 3 clusters Score -4843702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4843706.000000 Penalty: 5246.656250
	Iteration 61Q: 3 clusters Score -4843706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4843702.500000 Penalty: 5246.656250
	Iteration 62Q: 3 clusters Score -4843702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4843713.000000 Penalty: 5246.656250
	Iteration 63Q: 3 clusters Score -4843713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4843723.500000 Penalty: 5246.656250
	Iteration 64Q: 3 clusters Score -4843724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4843727.500000 Penalty: 5246.656250
	Iteration 65Q: 3 clusters Score -4843728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4843739.000000 Penalty: 5246.656250
	Iteration 66Q: 3 clusters Score -4843739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4843739.500000 Penalty: 5246.656250
	Iteration 67Q: 3 clusters Score -4843740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4843746.500000 Penalty: 5246.656250
	Iteration 68Q: 3 clusters Score -4843746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4843751.500000 Penalty: 5246.656250
	Iteration 69Q: 3 clusters Score -4843752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4843753.500000 Penalty: 5246.656250
	Iteration 70Q: 3 clusters Score -4843754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4843753.000000 Penalty: 5246.656250
	Iteration 71Q: 3 clusters Score -4843753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4843753.000000 Penalty: 5246.656250
	Iteration 72F: 3 clusters Score -4843753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -117117.093750 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -117117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -115198.687500 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -115198.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115567.414062 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -115567.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -115735.601562 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -115735.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -115869.476562 Penalty: 3441.869873
	Iteration 3F: 3 clusters Score -115869.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -115955.703125 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -115955.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -116023.757812 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -116023.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -116109.335938 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -116109.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116176.531250 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -116176.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -116229.257812 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -116229.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -116277.140625 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -116277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -116319.664062 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -116319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -116334.007812 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -116334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -116345.500000 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -116345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116350.234375 Penalty: 3441.869873
	Iteration 13Q: 3 clusters Score -116350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -116353.789062 Penalty: 3441.869873
	Iteration 14Q: 3 clusters Score -116353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -116359.500000 Penalty: 3441.869873
	Iteration 15Q: 3 clusters Score -116359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -116362.453125 Penalty: 3441.869873
	Iteration 16Q: 3 clusters Score -116362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -116367.578125 Penalty: 3441.869873
	Iteration 17Q: 3 clusters Score -116367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -116372.710938 Penalty: 3441.869873
	Iteration 18Q: 3 clusters Score -116372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -116374.382812 Penalty: 3441.869873
	Iteration 19Q: 3 clusters Score -116374.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -116374.382812 Penalty: 3441.869873
	Iteration 20F: 3 clusters Score -116374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96047.875000 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96047.88 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96470.179688 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96470.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96649.835938 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96649.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96732.335938 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -96732.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96808.984375 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -96808.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96860.890625 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -96860.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96891.828125 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -96891.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96908.023438 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -96908.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96924.312500 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -96924.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96942.703125 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -96942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96948.367188 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -96948.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -96952.546875 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -96952.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96958.437500 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -96958.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96961.148438 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -96961.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96965.882812 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -96965.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96968.453125 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -96968.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96972.695312 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -96972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96976.109375 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -96976.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96976.109375 Penalty: 3376.735596
	Iteration 18F: 3 clusters Score -96976.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Entering Unmasked Estep 
Score: -772976.875000 Penalty: 2182.353516
	Iteration 0F: 2 clusters Score -772976.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -767466.250000 Penalty: 4364.707031
	Iteration 0F: 3 clusters Score -767466.2 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -768934.937500 Penalty: 4364.707031
	Iteration 1F: 3 clusters Score -768934.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -769252.375000 Penalty: 4364.707031
	Iteration 2F: 3 clusters Score -769252.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -769463.750000 Penalty: 4364.707031
	Iteration 3F: 3 clusters Score -769463.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -769664.062500 Penalty: 4364.707031
	Iteration 4Q: 3 clusters Score -769664.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -769846.562500 Penalty: 4364.707031
	Iteration 5Q: 3 clusters Score -769846.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -770038.312500 Penalty: 4364.707031
	Iteration 6Q: 3 clusters Score -770038.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -770220.562500 Penalty: 4364.707031
	Iteration 7Q: 3 clusters Score -770220.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -770397.875000 Penalty: 4364.707031
	Iteration 8Q: 3 clusters Score -770397.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -770539.000000 Penalty: 4364.707031
	Iteration 9Q: 3 clusters Score -770539 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -770665.062500 Penalty: 4364.707031
	Iteration 10Q: 3 clusters Score -770665.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -770772.625000 Penalty: 4364.707031
	Iteration 11Q: 3 clusters Score -770772.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -770859.062500 Penalty: 4364.707031
	Iteration 12Q: 3 clusters Score -770859.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -770936.687500 Penalty: 4364.707031
	Iteration 13Q: 3 clusters Score -770936.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -771002.500000 Penalty: 4364.707031
	Iteration 14Q: 3 clusters Score -771002.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -771057.312500 Penalty: 4364.707031
	Iteration 15Q: 3 clusters Score -771057.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -771100.250000 Penalty: 4364.707031
	Iteration 16Q: 3 clusters Score -771100.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -771120.687500 Penalty: 4364.707031
	Iteration 17Q: 3 clusters Score -771120.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -771138.562500 Penalty: 4364.707031
	Iteration 18Q: 3 clusters Score -771138.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -771156.875000 Penalty: 4364.707031
	Iteration 19Q: 3 clusters Score -771156.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -771170.750000 Penalty: 4364.707031
	Iteration 20F: 3 clusters Score -771170.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -771185.437500 Penalty: 4364.707031
	Iteration 21Q: 3 clusters Score -771185.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -771199.875000 Penalty: 4364.707031
	Iteration 22Q: 3 clusters Score -771199.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -771216.562500 Penalty: 4364.707031
	Iteration 23Q: 3 clusters Score -771216.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -771230.125000 Penalty: 4364.707031
	Iteration 24Q: 3 clusters Score -771230.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -771248.312500 Penalty: 4364.707031
	Iteration 25Q: 3 clusters Score -771248.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -771263.375000 Penalty: 4364.707031
	Iteration 26Q: 3 clusters Score -771263.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -771274.625000 Penalty: 4364.707031
	Iteration 27Q: 3 clusters Score -771274.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -771285.375000 Penalty: 4364.707031
	Iteration 28Q: 3 clusters Score -771285.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -771294.000000 Penalty: 4364.707031
	Iteration 29Q: 3 clusters Score -771294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -771299.437500 Penalty: 4364.707031
	Iteration 30Q: 3 clusters Score -771299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -771305.625000 Penalty: 4364.707031
	Iteration 31Q: 3 clusters Score -771305.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -771310.625000 Penalty: 4364.707031
	Iteration 32Q: 3 clusters Score -771310.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -771312.812500 Penalty: 4364.707031
	Iteration 33Q: 3 clusters Score -771312.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -771316.625000 Penalty: 4364.707031
	Iteration 34Q: 3 clusters Score -771316.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -771321.812500 Penalty: 4364.707031
	Iteration 35Q: 3 clusters Score -771321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -771328.250000 Penalty: 4364.707031
	Iteration 36Q: 3 clusters Score -771328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -771332.375000 Penalty: 4364.707031
	Iteration 37Q: 3 clusters Score -771332.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -771334.437500 Penalty: 4364.707031
	Iteration 38Q: 3 clusters Score -771334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -771339.687500 Penalty: 4364.707031
	Iteration 39Q: 3 clusters Score -771339.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -771341.062500 Penalty: 4364.707031
	Iteration 40F: 3 clusters Score -771341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -771343.000000 Penalty: 4364.707031
	Iteration 41Q: 3 clusters Score -771343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -771344.500000 Penalty: 4364.707031
	Iteration 42Q: 3 clusters Score -771344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -771345.062500 Penalty: 4364.707031
	Iteration 43Q: 3 clusters Score -771345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -771346.187500 Penalty: 4364.707031
	Iteration 44Q: 3 clusters Score -771346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -771346.500000 Penalty: 4364.707031
	Iteration 45Q: 3 clusters Score -771346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -771347.125000 Penalty: 4364.707031
	Iteration 46Q: 3 clusters Score -771347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -771347.312500 Penalty: 4364.707031
	Iteration 47Q: 3 clusters Score -771347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -771347.812500 Penalty: 4364.707031
	Iteration 48Q: 3 clusters Score -771347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -771348.437500 Penalty: 4364.707031
	Iteration 49Q: 3 clusters Score -771348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -771348.750000 Penalty: 4364.707031
	Iteration 50Q: 3 clusters Score -771348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -771348.750000 Penalty: 4364.707031
	Iteration 51F: 3 clusters Score -771348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (193426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Entering Unmasked Estep 
Score: -23884822.000000 Penalty: 3018.817383
	Iteration 0F: 2 clusters Score -2.388482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 96472 members 
Entering Unmasked Estep 
Score: -23763318.000000 Penalty: 6037.634766
	Iteration 0F: 3 clusters Score -2.376332e+07 nChanged 92833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -23818260.000000 Penalty: 6037.634766
	Iteration 1F: 3 clusters Score -2.381826e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -23820126.000000 Penalty: 6037.634766
	Iteration 2Q: 3 clusters Score -2.382013e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113191 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -23823426.000000 Penalty: 6037.634766
	Iteration 3Q: 3 clusters Score -2.382343e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -23828612.000000 Penalty: 6037.634766
	Iteration 4F: 3 clusters Score -2.382861e+07 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132983 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -23836894.000000 Penalty: 6037.634766
	Iteration 5F: 3 clusters Score -2.383689e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146816 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -23848612.000000 Penalty: 6037.634766
	Iteration 6F: 3 clusters Score -2.384861e+07 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161385 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -23861156.000000 Penalty: 6037.634766
	Iteration 7F: 3 clusters Score -2.386116e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -23870688.000000 Penalty: 6037.634766
	Iteration 8F: 3 clusters Score -2.387069e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183044 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -23876634.000000 Penalty: 6037.634766
	Iteration 9Q: 3 clusters Score -2.387663e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188244 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -23879650.000000 Penalty: 6037.634766
	Iteration 10Q: 3 clusters Score -2.387965e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190797 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23881064.000000 Penalty: 6037.634766
	Iteration 11Q: 3 clusters Score -2.388106e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191913 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -23881634.000000 Penalty: 6037.634766
	Iteration 12Q: 3 clusters Score -2.388163e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192406 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -23881948.000000 Penalty: 6037.634766
	Iteration 13Q: 3 clusters Score -2.388195e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192622 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -23881994.000000 Penalty: 6037.634766
	Iteration 14Q: 3 clusters Score -2.388199e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -23882110.000000 Penalty: 6037.634766
	Iteration 15Q: 3 clusters Score -2.388211e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -23882138.000000 Penalty: 6037.634766
	Iteration 16Q: 3 clusters Score -2.388214e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23882176.000000 Penalty: 6037.634766
	Iteration 17Q: 3 clusters Score -2.388218e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192775 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23882236.000000 Penalty: 6037.634766
	Iteration 18Q: 3 clusters Score -2.388224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192777 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -23882262.000000 Penalty: 6037.634766
	Iteration 19Q: 3 clusters Score -2.388226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192790 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -23882308.000000 Penalty: 6037.634766
	Iteration 20F: 3 clusters Score -2.388231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192793 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -23882330.000000 Penalty: 6037.634766
	Iteration 21Q: 3 clusters Score -2.388233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192792 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -23882376.000000 Penalty: 6037.634766
	Iteration 22Q: 3 clusters Score -2.388238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192783 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -23882384.000000 Penalty: 6037.634766
	Iteration 23Q: 3 clusters Score -2.388238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192776 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -23882414.000000 Penalty: 6037.634766
	Iteration 24Q: 3 clusters Score -2.388241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192777 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -23882418.000000 Penalty: 6037.634766
	Iteration 25Q: 3 clusters Score -2.388242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -23882424.000000 Penalty: 6037.634766
	Iteration 26Q: 3 clusters Score -2.388242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192771 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -23882420.000000 Penalty: 6037.634766
	Iteration 27Q: 3 clusters Score -2.388242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192766 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23882446.000000 Penalty: 6037.634766
	Iteration 28Q: 3 clusters Score -2.388245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192764 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -23882434.000000 Penalty: 6037.634766
	Iteration 29Q: 3 clusters Score -2.388243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23882458.000000 Penalty: 6037.634766
	Iteration 30Q: 3 clusters Score -2.388246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192750 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -23882436.000000 Penalty: 6037.634766
	Iteration 31Q: 3 clusters Score -2.388244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192749 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23882464.000000 Penalty: 6037.634766
	Iteration 32Q: 3 clusters Score -2.388246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192749 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23882448.000000 Penalty: 6037.634766
	Iteration 33Q: 3 clusters Score -2.388245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192751 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -23882454.000000 Penalty: 6037.634766
	Iteration 34Q: 3 clusters Score -2.388245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -23882460.000000 Penalty: 6037.634766
	Iteration 35Q: 3 clusters Score -2.388246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23882448.000000 Penalty: 6037.634766
	Iteration 36Q: 3 clusters Score -2.388245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23882442.000000 Penalty: 6037.634766
	Iteration 37Q: 3 clusters Score -2.388244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23882442.000000 Penalty: 6037.634766
	Iteration 38F: 3 clusters Score -2.388244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41760.496094 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41760.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41914.789062 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41914.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41971.687500 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -41971.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42019.863281 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42019.86 nChanged 14
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: -42085.109375 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42085.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42101.687500 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42101.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42118.835938 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42118.84 nChanged 2
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: -42123.058594 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42123.06 nChanged 0
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: -42123.058594 Penalty: 2993.598877
	Iteration 8F: 3 clusters Score -42123.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (192824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Entering Unmasked Estep 
Score: -23814966.000000 Penalty: 3018.044189
	Iteration 0F: 2 clusters Score -2.381497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96504 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -23691420.000000 Penalty: 6036.088379
	Iteration 0F: 3 clusters Score -2.369142e+07 nChanged 92542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -23745458.000000 Penalty: 6036.088379
	Iteration 1F: 3 clusters Score -2.374546e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 94267 members 
Entering Unmasked Estep 
Score: -23746128.000000 Penalty: 6036.088379
	Iteration 2Q: 3 clusters Score -2.374613e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -23746866.000000 Penalty: 6036.088379
	Iteration 3Q: 3 clusters Score -2.374687e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -23748074.000000 Penalty: 6036.088379
	Iteration 4Q: 3 clusters Score -2.374807e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -23749596.000000 Penalty: 6036.088379
	Iteration 5Q: 3 clusters Score -2.37496e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 84094 members 
Entering Unmasked Estep 
Score: -23751674.000000 Penalty: 6036.088379
	Iteration 6Q: 3 clusters Score -2.375167e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -23755390.000000 Penalty: 6036.088379
	Iteration 7Q: 3 clusters Score -2.375539e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122899 members 
Mstep: Class 2 contains 69925 members 
Entering Unmasked Estep 
Score: -23761238.000000 Penalty: 6036.088379
	Iteration 8F: 3 clusters Score -2.376124e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -23769488.000000 Penalty: 6036.088379
	Iteration 9F: 3 clusters Score -2.376949e+07 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -23779604.000000 Penalty: 6036.088379
	Iteration 10F: 3 clusters Score -2.37796e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -23788558.000000 Penalty: 6036.088379
	Iteration 11F: 3 clusters Score -2.378856e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157836 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -23794686.000000 Penalty: 6036.088379
	Iteration 12Q: 3 clusters Score -2.379469e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162192 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -23798686.000000 Penalty: 6036.088379
	Iteration 13Q: 3 clusters Score -2.379869e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -23801250.000000 Penalty: 6036.088379
	Iteration 14Q: 3 clusters Score -2.380125e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169053 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -23803286.000000 Penalty: 6036.088379
	Iteration 15Q: 3 clusters Score -2.380329e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171936 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -23804864.000000 Penalty: 6036.088379
	Iteration 16Q: 3 clusters Score -2.380486e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -23806258.000000 Penalty: 6036.088379
	Iteration 17Q: 3 clusters Score -2.380626e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -23807368.000000 Penalty: 6036.088379
	Iteration 18Q: 3 clusters Score -2.380737e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -23808214.000000 Penalty: 6036.088379
	Iteration 19Q: 3 clusters Score -2.380821e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180233 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -23808918.000000 Penalty: 6036.088379
	Iteration 20F: 3 clusters Score -2.380892e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181618 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -23809484.000000 Penalty: 6036.088379
	Iteration 21Q: 3 clusters Score -2.380948e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -23809912.000000 Penalty: 6036.088379
	Iteration 22Q: 3 clusters Score -2.380991e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183850 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -23810126.000000 Penalty: 6036.088379
	Iteration 23Q: 3 clusters Score -2.381013e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -23810380.000000 Penalty: 6036.088379
	Iteration 24Q: 3 clusters Score -2.381038e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185579 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -23810642.000000 Penalty: 6036.088379
	Iteration 25Q: 3 clusters Score -2.381064e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186287 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -23810896.000000 Penalty: 6036.088379
	Iteration 26Q: 3 clusters Score -2.38109e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186915 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -23811074.000000 Penalty: 6036.088379
	Iteration 27Q: 3 clusters Score -2.381107e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -23811226.000000 Penalty: 6036.088379
	Iteration 28Q: 3 clusters Score -2.381123e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -23811398.000000 Penalty: 6036.088379
	Iteration 29Q: 3 clusters Score -2.38114e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188391 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -23811480.000000 Penalty: 6036.088379
	Iteration 30Q: 3 clusters Score -2.381148e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188826 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -23811636.000000 Penalty: 6036.088379
	Iteration 31Q: 3 clusters Score -2.381164e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -23811712.000000 Penalty: 6036.088379
	Iteration 32Q: 3 clusters Score -2.381171e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189518 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -23811812.000000 Penalty: 6036.088379
	Iteration 33Q: 3 clusters Score -2.381181e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -23811894.000000 Penalty: 6036.088379
	Iteration 34Q: 3 clusters Score -2.381189e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190049 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -23811946.000000 Penalty: 6036.088379
	Iteration 35Q: 3 clusters Score -2.381195e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190252 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23811988.000000 Penalty: 6036.088379
	Iteration 36Q: 3 clusters Score -2.381199e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190429 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -23812016.000000 Penalty: 6036.088379
	Iteration 37Q: 3 clusters Score -2.381202e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190582 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -23812038.000000 Penalty: 6036.088379
	Iteration 38Q: 3 clusters Score -2.381204e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190723 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23812068.000000 Penalty: 6036.088379
	Iteration 39Q: 3 clusters Score -2.381207e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190847 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -23812116.000000 Penalty: 6036.088379
	Iteration 40F: 3 clusters Score -2.381212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190944 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -23812126.000000 Penalty: 6036.088379
	Iteration 41Q: 3 clusters Score -2.381213e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191024 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -23812126.000000 Penalty: 6036.088379
	Iteration 42Q: 3 clusters Score -2.381213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23812144.000000 Penalty: 6036.088379
	Iteration 43Q: 3 clusters Score -2.381214e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191166 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23812186.000000 Penalty: 6036.088379
	Iteration 44Q: 3 clusters Score -2.381219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191218 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23812220.000000 Penalty: 6036.088379
	Iteration 45Q: 3 clusters Score -2.381222e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191254 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23812214.000000 Penalty: 6036.088379
	Iteration 46Q: 3 clusters Score -2.381221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -23812222.000000 Penalty: 6036.088379
	Iteration 47Q: 3 clusters Score -2.381222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191310 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23812252.000000 Penalty: 6036.088379
	Iteration 48Q: 3 clusters Score -2.381225e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191339 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23812246.000000 Penalty: 6036.088379
	Iteration 49Q: 3 clusters Score -2.381225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191368 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -23812252.000000 Penalty: 6036.088379
	Iteration 50Q: 3 clusters Score -2.381225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191391 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -23812234.000000 Penalty: 6036.088379
	Iteration 51Q: 3 clusters Score -2.381223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23812248.000000 Penalty: 6036.088379
	Iteration 52Q: 3 clusters Score -2.381225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191436 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23812256.000000 Penalty: 6036.088379
	Iteration 53Q: 3 clusters Score -2.381226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191457 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23812282.000000 Penalty: 6036.088379
	Iteration 54Q: 3 clusters Score -2.381228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191480 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -23812312.000000 Penalty: 6036.088379
	Iteration 55Q: 3 clusters Score -2.381231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191491 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -23812336.000000 Penalty: 6036.088379
	Iteration 56Q: 3 clusters Score -2.381234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191507 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -23812338.000000 Penalty: 6036.088379
	Iteration 57Q: 3 clusters Score -2.381234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191522 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23812358.000000 Penalty: 6036.088379
	Iteration 58Q: 3 clusters Score -2.381236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191537 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -23812360.000000 Penalty: 6036.088379
	Iteration 59Q: 3 clusters Score -2.381236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191553 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -23812396.000000 Penalty: 6036.088379
	Iteration 60F: 3 clusters Score -2.38124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191566 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -23812380.000000 Penalty: 6036.088379
	Iteration 61Q: 3 clusters Score -2.381238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191575 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23812412.000000 Penalty: 6036.088379
	Iteration 62Q: 3 clusters Score -2.381241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191577 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -23812398.000000 Penalty: 6036.088379
	Iteration 63Q: 3 clusters Score -2.38124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191584 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -23812400.000000 Penalty: 6036.088379
	Iteration 64Q: 3 clusters Score -2.38124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191594 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -23812402.000000 Penalty: 6036.088379
	Iteration 65Q: 3 clusters Score -2.38124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191604 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -23812408.000000 Penalty: 6036.088379
	Iteration 66Q: 3 clusters Score -2.381241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -23812410.000000 Penalty: 6036.088379
	Iteration 67Q: 3 clusters Score -2.381241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23812414.000000 Penalty: 6036.088379
	Iteration 68Q: 3 clusters Score -2.381241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191620 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -23812396.000000 Penalty: 6036.088379
	Iteration 69Q: 3 clusters Score -2.38124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191626 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -23812400.000000 Penalty: 6036.088379
	Iteration 70Q: 3 clusters Score -2.38124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191636 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23812408.000000 Penalty: 6036.088379
	Iteration 71Q: 3 clusters Score -2.381241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191638 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -23812402.000000 Penalty: 6036.088379
	Iteration 72Q: 3 clusters Score -2.38124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23812406.000000 Penalty: 6036.088379
	Iteration 73Q: 3 clusters Score -2.381241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23812398.000000 Penalty: 6036.088379
	Iteration 74Q: 3 clusters Score -2.38124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23812406.000000 Penalty: 6036.088379
	Iteration 75Q: 3 clusters Score -2.381241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23812406.000000 Penalty: 6036.088379
	Iteration 76F: 3 clusters Score -2.381241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Entering Unmasked Estep 
Score: -9561704.000000 Penalty: 2793.482178
	Iteration 0F: 2 clusters Score -9561704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -9509449.000000 Penalty: 5586.964355
	Iteration 0F: 3 clusters Score -9509449 nChanged 36655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -9530376.000000 Penalty: 5586.964355
	Iteration 1F: 3 clusters Score -9530376 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9531152.000000 Penalty: 5586.964355
	Iteration 2Q: 3 clusters Score -9531152 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -9532072.000000 Penalty: 5586.964355
	Iteration 3Q: 3 clusters Score -9532072 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -9533490.000000 Penalty: 5586.964355
	Iteration 4Q: 3 clusters Score -9533490 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9535629.000000 Penalty: 5586.964355
	Iteration 5Q: 3 clusters Score -9535629 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -9538814.000000 Penalty: 5586.964355
	Iteration 6F: 3 clusters Score -9538814 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -9543117.000000 Penalty: 5586.964355
	Iteration 7F: 3 clusters Score -9543117 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -9548317.000000 Penalty: 5586.964355
	Iteration 8F: 3 clusters Score -9548317 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9553051.000000 Penalty: 5586.964355
	Iteration 9F: 3 clusters Score -9553051 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -9556117.000000 Penalty: 5586.964355
	Iteration 10F: 3 clusters Score -9556117 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -9557856.000000 Penalty: 5586.964355
	Iteration 11Q: 3 clusters Score -9557856 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -9558921.000000 Penalty: 5586.964355
	Iteration 12Q: 3 clusters Score -9558921 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -9559438.000000 Penalty: 5586.964355
	Iteration 13Q: 3 clusters Score -9559438 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -9559729.000000 Penalty: 5586.964355
	Iteration 14Q: 3 clusters Score -9559729 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -9559886.000000 Penalty: 5586.964355
	Iteration 15Q: 3 clusters Score -9559886 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -9560040.000000 Penalty: 5586.964355
	Iteration 16Q: 3 clusters Score -9560040 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -9560074.000000 Penalty: 5586.964355
	Iteration 17Q: 3 clusters Score -9560074 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -9560133.000000 Penalty: 5586.964355
	Iteration 18Q: 3 clusters Score -9560133 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9560131.000000 Penalty: 5586.964355
	Iteration 19Q: 3 clusters Score -9560131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -9560113.000000 Penalty: 5586.964355
	Iteration 20F: 3 clusters Score -9560113 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -9560117.000000 Penalty: 5586.964355
	Iteration 21Q: 3 clusters Score -9560117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -9560125.000000 Penalty: 5586.964355
	Iteration 22Q: 3 clusters Score -9560125 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -9560133.000000 Penalty: 5586.964355
	Iteration 23Q: 3 clusters Score -9560133 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -9560152.000000 Penalty: 5586.964355
	Iteration 24Q: 3 clusters Score -9560152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -9560152.000000 Penalty: 5586.964355
	Iteration 25Q: 3 clusters Score -9560152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -9560103.000000 Penalty: 5586.964355
	Iteration 26Q: 3 clusters Score -9560103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -9560108.000000 Penalty: 5586.964355
	Iteration 27Q: 3 clusters Score -9560108 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -9560111.000000 Penalty: 5586.964355
	Iteration 28Q: 3 clusters Score -9560111 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -9560117.000000 Penalty: 5586.964355
	Iteration 29Q: 3 clusters Score -9560117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -9560107.000000 Penalty: 5586.964355
	Iteration 30Q: 3 clusters Score -9560107 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -9560114.000000 Penalty: 5586.964355
	Iteration 31Q: 3 clusters Score -9560114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -9560137.000000 Penalty: 5586.964355
	Iteration 32Q: 3 clusters Score -9560137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -9560151.000000 Penalty: 5586.964355
	Iteration 33Q: 3 clusters Score -9560151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -9560160.000000 Penalty: 5586.964355
	Iteration 34Q: 3 clusters Score -9560160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -9560180.000000 Penalty: 5586.964355
	Iteration 35Q: 3 clusters Score -9560180 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -9560170.000000 Penalty: 5586.964355
	Iteration 36Q: 3 clusters Score -9560170 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -9560181.000000 Penalty: 5586.964355
	Iteration 37Q: 3 clusters Score -9560181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -9560162.000000 Penalty: 5586.964355
	Iteration 38Q: 3 clusters Score -9560162 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -9560177.000000 Penalty: 5586.964355
	Iteration 39Q: 3 clusters Score -9560177 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -9560182.000000 Penalty: 5586.964355
	Iteration 40F: 3 clusters Score -9560182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -9560178.000000 Penalty: 5586.964355
	Iteration 41Q: 3 clusters Score -9560178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -9560178.000000 Penalty: 5586.964355
	Iteration 42Q: 3 clusters Score -9560178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -9560188.000000 Penalty: 5586.964355
	Iteration 43Q: 3 clusters Score -9560188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -9560208.000000 Penalty: 5586.964355
	Iteration 44Q: 3 clusters Score -9560208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -9560221.000000 Penalty: 5586.964355
	Iteration 45Q: 3 clusters Score -9560221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -9560222.000000 Penalty: 5586.964355
	Iteration 46Q: 3 clusters Score -9560222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -9560227.000000 Penalty: 5586.964355
	Iteration 47Q: 3 clusters Score -9560227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -9560216.000000 Penalty: 5586.964355
	Iteration 48Q: 3 clusters Score -9560216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -9560229.000000 Penalty: 5586.964355
	Iteration 49Q: 3 clusters Score -9560229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -9560219.000000 Penalty: 5586.964355
	Iteration 50Q: 3 clusters Score -9560219 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -9560247.000000 Penalty: 5586.964355
	Iteration 51Q: 3 clusters Score -9560247 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -9560242.000000 Penalty: 5586.964355
	Iteration 52Q: 3 clusters Score -9560242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -9560229.000000 Penalty: 5586.964355
	Iteration 53Q: 3 clusters Score -9560229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -9560233.000000 Penalty: 5586.964355
	Iteration 54Q: 3 clusters Score -9560233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -9560248.000000 Penalty: 5586.964355
	Iteration 55Q: 3 clusters Score -9560248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -9560240.000000 Penalty: 5586.964355
	Iteration 56Q: 3 clusters Score -9560240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -9560247.000000 Penalty: 5586.964355
	Iteration 57Q: 3 clusters Score -9560247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -9560244.000000 Penalty: 5586.964355
	Iteration 58Q: 3 clusters Score -9560244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -9560234.000000 Penalty: 5586.964355
	Iteration 59Q: 3 clusters Score -9560234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -9560229.000000 Penalty: 5586.964355
	Iteration 60F: 3 clusters Score -9560229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9560227.000000 Penalty: 5586.964355
	Iteration 61Q: 3 clusters Score -9560227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -9560220.000000 Penalty: 5586.964355
	Iteration 62Q: 3 clusters Score -9560220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -9560220.000000 Penalty: 5586.964355
	Iteration 63Q: 3 clusters Score -9560220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -9560220.000000 Penalty: 5586.964355
	Iteration 64Q: 3 clusters Score -9560220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -9560222.000000 Penalty: 5586.964355
	Iteration 65Q: 3 clusters Score -9560222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -9560220.000000 Penalty: 5586.964355
	Iteration 66Q: 3 clusters Score -9560220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -9560211.000000 Penalty: 5586.964355
	Iteration 67Q: 3 clusters Score -9560211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -9560219.000000 Penalty: 5586.964355
	Iteration 68Q: 3 clusters Score -9560219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -9560219.000000 Penalty: 5586.964355
	Iteration 69F: 3 clusters Score -9560219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2718 members 
Mstep: Class 3 contains 193844 members 
Mstep: Class 4 contains 7658 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198140 members 
Mstep: Class 7 contains 58949 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 38258 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 206265 members 
Mstep: Class 13 contains 52813 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57946 members 
Mstep: Class 16 contains 60104 members 
Mstep: Class 17 contains 91679 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 10853 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74916 members 
Mstep: Class 24 contains 39259 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 193426 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192824 members 
Mstep: Class 31 contains 77967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767632.000000 Penalty: 109883.875000
Iteration 439Q: 32 clusters Score -1.947676e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2725 members 
Mstep: Class 3 contains 193874 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198176 members 
Mstep: Class 7 contains 58934 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38244 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 206122 members 
Mstep: Class 13 contains 52758 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57842 members 
Mstep: Class 16 contains 59976 members 
Mstep: Class 17 contains 91512 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 10853 members 
Mstep: Class 20 contains 19400 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 74959 members 
Mstep: Class 24 contains 39395 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 193457 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192741 members 
Mstep: Class 31 contains 78425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767696.000000 Penalty: 109883.875000
Iteration 440F: 32 clusters Score -1.947677e+08 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2730 members 
Mstep: Class 3 contains 193848 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198214 members 
Mstep: Class 7 contains 58934 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38225 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 205964 members 
Mstep: Class 13 contains 52702 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57759 members 
Mstep: Class 16 contains 59842 members 
Mstep: Class 17 contains 91333 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 19390 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75024 members 
Mstep: Class 24 contains 39529 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 193480 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192690 members 
Mstep: Class 31 contains 78882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767616.000000 Penalty: 109883.875000
Iteration 441Q: 32 clusters Score -1.947676e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 193845 members 
Mstep: Class 4 contains 7645 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198255 members 
Mstep: Class 7 contains 58921 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 205804 members 
Mstep: Class 13 contains 52638 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57670 members 
Mstep: Class 16 contains 59704 members 
Mstep: Class 17 contains 91182 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10855 members 
Mstep: Class 20 contains 19380 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75077 members 
Mstep: Class 24 contains 39676 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 193469 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192645 members 
Mstep: Class 31 contains 79337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767664.000000 Penalty: 109883.875000
Iteration 442Q: 32 clusters Score -1.947677e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 193857 members 
Mstep: Class 4 contains 7640 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198297 members 
Mstep: Class 7 contains 58892 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38173 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 205716 members 
Mstep: Class 13 contains 52576 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57585 members 
Mstep: Class 16 contains 59582 members 
Mstep: Class 17 contains 91024 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10856 members 
Mstep: Class 20 contains 19371 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75138 members 
Mstep: Class 24 contains 39826 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 193446 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192574 members 
Mstep: Class 31 contains 79748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767504.000000 Penalty: 109883.875000
Iteration 443Q: 32 clusters Score -1.947675e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 193874 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198320 members 
Mstep: Class 7 contains 58867 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 38146 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 205639 members 
Mstep: Class 13 contains 52514 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57513 members 
Mstep: Class 16 contains 59442 members 
Mstep: Class 17 contains 90840 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 19370 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75192 members 
Mstep: Class 24 contains 39985 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 193430 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192500 members 
Mstep: Class 31 contains 80184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767632.000000 Penalty: 109883.875000
Iteration 444Q: 32 clusters Score -1.947676e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 193882 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198318 members 
Mstep: Class 7 contains 58846 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 38111 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 205578 members 
Mstep: Class 13 contains 52462 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57428 members 
Mstep: Class 16 contains 59314 members 
Mstep: Class 17 contains 90671 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 10856 members 
Mstep: Class 20 contains 19361 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75260 members 
Mstep: Class 24 contains 40143 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 193444 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192422 members 
Mstep: Class 31 contains 80589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767296.000000 Penalty: 109883.875000
Iteration 445Q: 32 clusters Score -1.947673e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 193855 members 
Mstep: Class 4 contains 7603 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198324 members 
Mstep: Class 7 contains 58827 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 38083 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 205582 members 
Mstep: Class 13 contains 52405 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57359 members 
Mstep: Class 16 contains 59183 members 
Mstep: Class 17 contains 90524 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 10861 members 
Mstep: Class 20 contains 19352 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75318 members 
Mstep: Class 24 contains 40311 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 193438 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192282 members 
Mstep: Class 31 contains 80986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767392.000000 Penalty: 109883.875000
Iteration 446Q: 32 clusters Score -1.947674e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 193848 members 
Mstep: Class 4 contains 7594 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198310 members 
Mstep: Class 7 contains 58809 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 38050 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 205594 members 
Mstep: Class 13 contains 52356 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57273 members 
Mstep: Class 16 contains 59050 members 
Mstep: Class 17 contains 90375 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 10860 members 
Mstep: Class 20 contains 19348 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75388 members 
Mstep: Class 24 contains 40491 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 193440 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 192113 members 
Mstep: Class 31 contains 81390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767072.000000 Penalty: 109883.875000
Iteration 447Q: 32 clusters Score -1.947671e+08 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 193884 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198290 members 
Mstep: Class 7 contains 58771 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 38022 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 205653 members 
Mstep: Class 13 contains 52290 members 
Mstep: Class 14 contains 4307 members 
Mstep: Class 15 contains 57196 members 
Mstep: Class 16 contains 58911 members 
Mstep: Class 17 contains 90227 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 10864 members 
Mstep: Class 20 contains 19344 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75452 members 
Mstep: Class 24 contains 40677 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 193422 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 191883 members 
Mstep: Class 31 contains 81802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767504.000000 Penalty: 109883.875000
Iteration 448Q: 32 clusters Score -1.947675e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2793 members 
Mstep: Class 3 contains 193889 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198269 members 
Mstep: Class 7 contains 58736 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 37988 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 205739 members 
Mstep: Class 13 contains 52215 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 57112 members 
Mstep: Class 16 contains 58765 members 
Mstep: Class 17 contains 90061 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10861 members 
Mstep: Class 20 contains 19333 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75510 members 
Mstep: Class 24 contains 40866 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 193420 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 191701 members 
Mstep: Class 31 contains 82204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767392.000000 Penalty: 109883.875000
Iteration 449Q: 32 clusters Score -1.947674e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2807 members 
Mstep: Class 3 contains 193870 members 
Mstep: Class 4 contains 7581 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198273 members 
Mstep: Class 7 contains 58697 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 37941 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 205822 members 
Mstep: Class 13 contains 52141 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 57019 members 
Mstep: Class 16 contains 58618 members 
Mstep: Class 17 contains 89913 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10854 members 
Mstep: Class 20 contains 19326 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75582 members 
Mstep: Class 24 contains 41062 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 193409 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 191511 members 
Mstep: Class 31 contains 82615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767440.000000 Penalty: 109883.875000
Iteration 450Q: 32 clusters Score -1.947674e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 193853 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198265 members 
Mstep: Class 7 contains 58659 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 37902 members 
Mstep: Class 11 contains 6266 members 
Mstep: Class 12 contains 205904 members 
Mstep: Class 13 contains 52063 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 56946 members 
Mstep: Class 16 contains 58462 members 
Mstep: Class 17 contains 89746 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10844 members 
Mstep: Class 20 contains 19309 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75672 members 
Mstep: Class 24 contains 41235 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 193433 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 191302 members 
Mstep: Class 31 contains 83055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767888.000000 Penalty: 109883.875000
Iteration 451Q: 32 clusters Score -1.947679e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2830 members 
Mstep: Class 3 contains 193865 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198236 members 
Mstep: Class 7 contains 58621 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 37872 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 205932 members 
Mstep: Class 13 contains 51975 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 56869 members 
Mstep: Class 16 contains 58295 members 
Mstep: Class 17 contains 89574 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 10843 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75773 members 
Mstep: Class 24 contains 41424 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 193421 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 191138 members 
Mstep: Class 31 contains 83498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767872.000000 Penalty: 109883.875000
Iteration 452Q: 32 clusters Score -1.947679e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2846 members 
Mstep: Class 3 contains 193845 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198214 members 
Mstep: Class 7 contains 58597 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 37843 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 205985 members 
Mstep: Class 13 contains 51892 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 56794 members 
Mstep: Class 16 contains 58142 members 
Mstep: Class 17 contains 89401 members 
Mstep: Class 18 contains 2432 members 
Mstep: Class 19 contains 10844 members 
Mstep: Class 20 contains 19287 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75864 members 
Mstep: Class 24 contains 41591 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 193414 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190987 members 
Mstep: Class 31 contains 83921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768272.000000 Penalty: 109883.875000
Iteration 453Q: 32 clusters Score -1.947683e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2859 members 
Mstep: Class 3 contains 193849 members 
Mstep: Class 4 contains 7557 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 198172 members 
Mstep: Class 7 contains 58571 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 37796 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 206042 members 
Mstep: Class 13 contains 51810 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 56707 members 
Mstep: Class 16 contains 57989 members 
Mstep: Class 17 contains 89208 members 
Mstep: Class 18 contains 2430 members 
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Mstep: Class 20 contains 19272 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 75957 members 
Mstep: Class 24 contains 41782 members 
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Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 193405 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190879 members 
Mstep: Class 31 contains 84336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768176.000000 Penalty: 109883.875000
Iteration 454Q: 32 clusters Score -1.947682e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 193867 members 
Mstep: Class 4 contains 7550 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198159 members 
Mstep: Class 7 contains 58533 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 37737 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 206066 members 
Mstep: Class 13 contains 51745 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 56617 members 
Mstep: Class 16 contains 57853 members 
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Mstep: Class 18 contains 2428 members 
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Mstep: Class 20 contains 19253 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76049 members 
Mstep: Class 24 contains 41943 members 
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Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 193375 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190758 members 
Mstep: Class 31 contains 84768 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 455Q: 32 clusters Score -1.947691e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2896 members 
Mstep: Class 3 contains 193867 members 
Mstep: Class 4 contains 7544 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198128 members 
Mstep: Class 7 contains 58498 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 37680 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 206055 members 
Mstep: Class 13 contains 51679 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 56520 members 
Mstep: Class 16 contains 57719 members 
Mstep: Class 17 contains 88857 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 10843 members 
Mstep: Class 20 contains 19240 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76141 members 
Mstep: Class 24 contains 42135 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 193341 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190650 members 
Mstep: Class 31 contains 85223 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 456Q: 32 clusters Score -1.947691e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 193923 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 198066 members 
Mstep: Class 7 contains 58466 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 37637 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 206033 members 
Mstep: Class 13 contains 51601 members 
Mstep: Class 14 contains 4312 members 
Mstep: Class 15 contains 56430 members 
Mstep: Class 16 contains 57573 members 
Mstep: Class 17 contains 88662 members 
Mstep: Class 18 contains 2429 members 
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Mstep: Class 20 contains 19244 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76242 members 
Mstep: Class 24 contains 42330 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 193310 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190537 members 
Mstep: Class 31 contains 85677 members 
Entering Unmasked Estep 
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Iteration 457Q: 32 clusters Score -1.947688e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 193955 members 
Mstep: Class 4 contains 7525 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197994 members 
Mstep: Class 7 contains 58445 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 37581 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 206004 members 
Mstep: Class 13 contains 51521 members 
Mstep: Class 14 contains 4315 members 
Mstep: Class 15 contains 56352 members 
Mstep: Class 16 contains 57417 members 
Mstep: Class 17 contains 88465 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 10835 members 
Mstep: Class 20 contains 19240 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76327 members 
Mstep: Class 24 contains 42544 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 193282 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190436 members 
Mstep: Class 31 contains 86158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768912.000000 Penalty: 109883.875000
Iteration 458Q: 32 clusters Score -1.947689e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2966 members 
Mstep: Class 3 contains 193962 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197932 members 
Mstep: Class 7 contains 58414 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 37535 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 205957 members 
Mstep: Class 13 contains 51455 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 56259 members 
Mstep: Class 16 contains 57284 members 
Mstep: Class 17 contains 88241 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 10828 members 
Mstep: Class 20 contains 19233 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76412 members 
Mstep: Class 24 contains 42747 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6643 members 
Mstep: Class 28 contains 193261 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190347 members 
Mstep: Class 31 contains 86658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769104.000000 Penalty: 109883.875000
Iteration 459Q: 32 clusters Score -1.947691e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 193987 members 
Mstep: Class 4 contains 7512 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197899 members 
Mstep: Class 7 contains 58391 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2929 members 
Mstep: Class 10 contains 37495 members 
Mstep: Class 11 contains 6273 members 
Mstep: Class 12 contains 205954 members 
Mstep: Class 13 contains 51383 members 
Mstep: Class 14 contains 4318 members 
Mstep: Class 15 contains 56171 members 
Mstep: Class 16 contains 57144 members 
Mstep: Class 17 contains 88014 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 10823 members 
Mstep: Class 20 contains 19227 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76501 members 
Mstep: Class 24 contains 42943 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 193230 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190188 members 
Mstep: Class 31 contains 87159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768496.000000 Penalty: 109883.875000
Iteration 460F: 32 clusters Score -1.947685e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 194011 members 
Mstep: Class 4 contains 7508 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197852 members 
Mstep: Class 7 contains 58347 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 37451 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 206003 members 
Mstep: Class 13 contains 51297 members 
Mstep: Class 14 contains 4319 members 
Mstep: Class 15 contains 56093 members 
Mstep: Class 16 contains 56985 members 
Mstep: Class 17 contains 87775 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 10822 members 
Mstep: Class 20 contains 19225 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76590 members 
Mstep: Class 24 contains 43153 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 193226 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 190001 members 
Mstep: Class 31 contains 87657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768560.000000 Penalty: 109883.875000
Iteration 461Q: 32 clusters Score -1.947686e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3037 members 
Mstep: Class 3 contains 194081 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197742 members 
Mstep: Class 7 contains 58317 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 37397 members 
Mstep: Class 11 contains 6275 members 
Mstep: Class 12 contains 206055 members 
Mstep: Class 13 contains 51205 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 15 contains 56031 members 
Mstep: Class 16 contains 56863 members 
Mstep: Class 17 contains 87522 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 10830 members 
Mstep: Class 20 contains 19223 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76685 members 
Mstep: Class 24 contains 43370 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6635 members 
Mstep: Class 28 contains 193239 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 189730 members 
Mstep: Class 31 contains 88178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769136.000000 Penalty: 109883.875000
Iteration 462Q: 32 clusters Score -1.947691e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 194134 members 
Mstep: Class 4 contains 7500 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197681 members 
Mstep: Class 7 contains 58290 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 37360 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 206146 members 
Mstep: Class 13 contains 51125 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 55953 members 
Mstep: Class 16 contains 56722 members 
Mstep: Class 17 contains 87302 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 19215 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76762 members 
Mstep: Class 24 contains 43589 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 193219 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 189447 members 
Mstep: Class 31 contains 88673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769184.000000 Penalty: 109883.875000
Iteration 463Q: 32 clusters Score -1.947692e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 194187 members 
Mstep: Class 4 contains 7490 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197634 members 
Mstep: Class 7 contains 58249 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 37314 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 206216 members 
Mstep: Class 13 contains 51035 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 55895 members 
Mstep: Class 16 contains 56576 members 
Mstep: Class 17 contains 87089 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 10842 members 
Mstep: Class 20 contains 19212 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76832 members 
Mstep: Class 24 contains 43795 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 193207 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 189189 members 
Mstep: Class 31 contains 89175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769168.000000 Penalty: 109883.875000
Iteration 464Q: 32 clusters Score -1.947692e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3085 members 
Mstep: Class 3 contains 194209 members 
Mstep: Class 4 contains 7488 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197519 members 
Mstep: Class 7 contains 58213 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 37268 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 206295 members 
Mstep: Class 13 contains 50949 members 
Mstep: Class 14 contains 4322 members 
Mstep: Class 15 contains 55837 members 
Mstep: Class 16 contains 56442 members 
Mstep: Class 17 contains 86892 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 10842 members 
Mstep: Class 20 contains 19201 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76899 members 
Mstep: Class 24 contains 44005 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6630 members 
Mstep: Class 28 contains 193218 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188960 members 
Mstep: Class 31 contains 89682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769408.000000 Penalty: 109883.875000
Iteration 465Q: 32 clusters Score -1.947694e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3114 members 
Mstep: Class 3 contains 194177 members 
Mstep: Class 4 contains 7491 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197444 members 
Mstep: Class 7 contains 58152 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 37209 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 206367 members 
Mstep: Class 13 contains 50870 members 
Mstep: Class 14 contains 4323 members 
Mstep: Class 15 contains 55800 members 
Mstep: Class 16 contains 56332 members 
Mstep: Class 17 contains 86687 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 19204 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 76976 members 
Mstep: Class 24 contains 44222 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6632 members 
Mstep: Class 28 contains 193172 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188784 members 
Mstep: Class 31 contains 90173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769536.000000 Penalty: 109883.875000
Iteration 466Q: 32 clusters Score -1.947695e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3140 members 
Mstep: Class 3 contains 194173 members 
Mstep: Class 4 contains 7482 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197337 members 
Mstep: Class 7 contains 58090 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 37148 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 206397 members 
Mstep: Class 13 contains 50794 members 
Mstep: Class 14 contains 4323 members 
Mstep: Class 15 contains 55737 members 
Mstep: Class 16 contains 56195 members 
Mstep: Class 17 contains 86500 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 19 contains 10835 members 
Mstep: Class 20 contains 19212 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77067 members 
Mstep: Class 24 contains 44423 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 193159 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188608 members 
Mstep: Class 31 contains 90697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769824.000000 Penalty: 109883.875000
Iteration 467Q: 32 clusters Score -1.947698e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 194197 members 
Mstep: Class 4 contains 7481 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197261 members 
Mstep: Class 7 contains 58033 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2924 members 
Mstep: Class 10 contains 37084 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 206387 members 
Mstep: Class 13 contains 50732 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 15 contains 55674 members 
Mstep: Class 16 contains 56045 members 
Mstep: Class 17 contains 86304 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 10845 members 
Mstep: Class 20 contains 19205 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77132 members 
Mstep: Class 24 contains 44626 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6640 members 
Mstep: Class 28 contains 193135 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188455 members 
Mstep: Class 31 contains 91245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194770304.000000 Penalty: 109883.875000
Iteration 468Q: 32 clusters Score -1.947703e+08 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 194177 members 
Mstep: Class 4 contains 7480 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197203 members 
Mstep: Class 7 contains 57981 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 37030 members 
Mstep: Class 11 contains 6253 members 
Mstep: Class 12 contains 206335 members 
Mstep: Class 13 contains 50657 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 55612 members 
Mstep: Class 16 contains 55891 members 
Mstep: Class 17 contains 86110 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 10857 members 
Mstep: Class 20 contains 19200 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77218 members 
Mstep: Class 24 contains 44800 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 193116 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188376 members 
Mstep: Class 31 contains 91778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194770640.000000 Penalty: 109883.875000
Iteration 469Q: 32 clusters Score -1.947706e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3181 members 
Mstep: Class 3 contains 194172 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 197131 members 
Mstep: Class 7 contains 57922 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 36981 members 
Mstep: Class 11 contains 6253 members 
Mstep: Class 12 contains 206273 members 
Mstep: Class 13 contains 50584 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 55558 members 
Mstep: Class 16 contains 55722 members 
Mstep: Class 17 contains 85941 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 10873 members 
Mstep: Class 20 contains 19199 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77307 members 
Mstep: Class 24 contains 44998 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6641 members 
Mstep: Class 28 contains 193059 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188262 members 
Mstep: Class 31 contains 92341 members 
Entering Unmasked Estep 
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Iteration 470Q: 32 clusters Score -1.947699e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 194090 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 197037 members 
Mstep: Class 7 contains 57866 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2920 members 
Mstep: Class 10 contains 36933 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 206242 members 
Mstep: Class 13 contains 50529 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 55503 members 
Mstep: Class 16 contains 55565 members 
Mstep: Class 17 contains 85782 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 10877 members 
Mstep: Class 20 contains 19199 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77393 members 
Mstep: Class 24 contains 45167 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6645 members 
Mstep: Class 28 contains 193011 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188208 members 
Mstep: Class 31 contains 92889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194770016.000000 Penalty: 109883.875000
Iteration 471Q: 32 clusters Score -1.9477e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 194004 members 
Mstep: Class 4 contains 7472 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196979 members 
Mstep: Class 7 contains 57814 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 36862 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 206193 members 
Mstep: Class 13 contains 50463 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 55442 members 
Mstep: Class 16 contains 55434 members 
Mstep: Class 17 contains 85600 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 10876 members 
Mstep: Class 20 contains 19194 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77480 members 
Mstep: Class 24 contains 45350 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6644 members 
Mstep: Class 28 contains 192947 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 188126 members 
Mstep: Class 31 contains 93485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769904.000000 Penalty: 109883.875000
Iteration 472Q: 32 clusters Score -1.947699e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3236 members 
Mstep: Class 3 contains 193932 members 
Mstep: Class 4 contains 7463 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196948 members 
Mstep: Class 7 contains 57773 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 36816 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 206166 members 
Mstep: Class 13 contains 50387 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 55368 members 
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Mstep: Class 17 contains 85416 members 
Mstep: Class 18 contains 2414 members 
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Mstep: Class 20 contains 19189 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77567 members 
Mstep: Class 24 contains 45518 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 192885 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187985 members 
Mstep: Class 31 contains 94083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769888.000000 Penalty: 109883.875000
Iteration 473Q: 32 clusters Score -1.947699e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3276 members 
Mstep: Class 3 contains 193835 members 
Mstep: Class 4 contains 7450 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196910 members 
Mstep: Class 7 contains 57733 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 36767 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 206111 members 
Mstep: Class 13 contains 50311 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 15 contains 55293 members 
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Mstep: Class 17 contains 85242 members 
Mstep: Class 18 contains 2414 members 
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Mstep: Class 20 contains 19192 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77652 members 
Mstep: Class 24 contains 45694 members 
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Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 192819 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187827 members 
Mstep: Class 31 contains 94733 members 
Entering Unmasked Estep 
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Iteration 474Q: 32 clusters Score -1.947702e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 193688 members 
Mstep: Class 4 contains 7434 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196894 members 
Mstep: Class 7 contains 57677 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 36722 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 206065 members 
Mstep: Class 13 contains 50232 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 15 contains 55228 members 
Mstep: Class 16 contains 54984 members 
Mstep: Class 17 contains 85067 members 
Mstep: Class 18 contains 2411 members 
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Mstep: Class 20 contains 19190 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77738 members 
Mstep: Class 24 contains 45869 members 
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Mstep: Class 26 contains 905 members 
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Mstep: Class 28 contains 192769 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187679 members 
Mstep: Class 31 contains 95399 members 
Entering Unmasked Estep 
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Iteration 475Q: 32 clusters Score -1.947703e+08 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3332 members 
Mstep: Class 3 contains 193525 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196882 members 
Mstep: Class 7 contains 57617 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2919 members 
Mstep: Class 10 contains 36679 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 206081 members 
Mstep: Class 13 contains 50141 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 55184 members 
Mstep: Class 16 contains 54823 members 
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Mstep: Class 18 contains 2408 members 
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Mstep: Class 20 contains 19198 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77832 members 
Mstep: Class 24 contains 46054 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6661 members 
Mstep: Class 28 contains 192725 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187497 members 
Mstep: Class 31 contains 96035 members 
Entering Unmasked Estep 
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Iteration 476Q: 32 clusters Score -1.947703e+08 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3363 members 
Mstep: Class 3 contains 193332 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196810 members 
Mstep: Class 7 contains 57548 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2917 members 
Mstep: Class 10 contains 36630 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 206150 members 
Mstep: Class 13 contains 50061 members 
Mstep: Class 14 contains 4400 members 
Mstep: Class 15 contains 55134 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 84702 members 
Mstep: Class 18 contains 2409 members 
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Mstep: Class 20 contains 19190 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 77921 members 
Mstep: Class 24 contains 46232 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 192713 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187367 members 
Mstep: Class 31 contains 96638 members 
Entering Unmasked Estep 
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Iteration 477Q: 32 clusters Score -1.947707e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3405 members 
Mstep: Class 3 contains 193136 members 
Mstep: Class 4 contains 7426 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196783 members 
Mstep: Class 7 contains 57475 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 36577 members 
Mstep: Class 11 contains 6283 members 
Mstep: Class 12 contains 206209 members 
Mstep: Class 13 contains 49981 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 15 contains 55061 members 
Mstep: Class 16 contains 54565 members 
Mstep: Class 17 contains 84483 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 19186 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78007 members 
Mstep: Class 24 contains 46399 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6657 members 
Mstep: Class 28 contains 192685 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187269 members 
Mstep: Class 31 contains 97240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194771232.000000 Penalty: 109883.875000
Iteration 478Q: 32 clusters Score -1.947712e+08 nChanged 3469
Entering ConstructFrom: 
Score: -194771232.000000 Penalty: 109883.875000
Entering ConstructFrom: 
Trying to split cluster 1 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -743501.812500 Penalty: 2161.090576
	Iteration 0F: 2 clusters Score -743501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -738259.062500 Penalty: 4322.181152
	Iteration 0F: 3 clusters Score -738259.1 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -739507.000000 Penalty: 4322.181152
	Iteration 1F: 3 clusters Score -739507 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -739741.500000 Penalty: 4322.181152
	Iteration 2F: 3 clusters Score -739741.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -739981.687500 Penalty: 4322.181152
	Iteration 3F: 3 clusters Score -739981.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -740226.625000 Penalty: 4322.181152
	Iteration 4F: 3 clusters Score -740226.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -740457.312500 Penalty: 4322.181152
	Iteration 5Q: 3 clusters Score -740457.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -740661.125000 Penalty: 4322.181152
	Iteration 6Q: 3 clusters Score -740661.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -740838.812500 Penalty: 4322.181152
	Iteration 7Q: 3 clusters Score -740838.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -740973.750000 Penalty: 4322.181152
	Iteration 8Q: 3 clusters Score -740973.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -741085.000000 Penalty: 4322.181152
	Iteration 9Q: 3 clusters Score -741085 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -741200.937500 Penalty: 4322.181152
	Iteration 10Q: 3 clusters Score -741200.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -741294.062500 Penalty: 4322.181152
	Iteration 11Q: 3 clusters Score -741294.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -741380.812500 Penalty: 4322.181152
	Iteration 12Q: 3 clusters Score -741380.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -741471.500000 Penalty: 4322.181152
	Iteration 13Q: 3 clusters Score -741471.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -741558.312500 Penalty: 4322.181152
	Iteration 14Q: 3 clusters Score -741558.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -741624.750000 Penalty: 4322.181152
	Iteration 15Q: 3 clusters Score -741624.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -741670.500000 Penalty: 4322.181152
	Iteration 16Q: 3 clusters Score -741670.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -741714.437500 Penalty: 4322.181152
	Iteration 17Q: 3 clusters Score -741714.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -741758.125000 Penalty: 4322.181152
	Iteration 18Q: 3 clusters Score -741758.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -741787.625000 Penalty: 4322.181152
	Iteration 19Q: 3 clusters Score -741787.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -741811.500000 Penalty: 4322.181152
	Iteration 20F: 3 clusters Score -741811.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -741833.812500 Penalty: 4322.181152
	Iteration 21Q: 3 clusters Score -741833.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -741852.312500 Penalty: 4322.181152
	Iteration 22Q: 3 clusters Score -741852.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -741866.187500 Penalty: 4322.181152
	Iteration 23Q: 3 clusters Score -741866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -741872.625000 Penalty: 4322.181152
	Iteration 24Q: 3 clusters Score -741872.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -741878.687500 Penalty: 4322.181152
	Iteration 25Q: 3 clusters Score -741878.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -741883.000000 Penalty: 4322.181152
	Iteration 26Q: 3 clusters Score -741883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -741886.562500 Penalty: 4322.181152
	Iteration 27Q: 3 clusters Score -741886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -741889.500000 Penalty: 4322.181152
	Iteration 28Q: 3 clusters Score -741889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -741892.750000 Penalty: 4322.181152
	Iteration 29Q: 3 clusters Score -741892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -741896.125000 Penalty: 4322.181152
	Iteration 30Q: 3 clusters Score -741896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -741897.937500 Penalty: 4322.181152
	Iteration 31Q: 3 clusters Score -741897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -741897.375000 Penalty: 4322.181152
	Iteration 32Q: 3 clusters Score -741897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -741897.750000 Penalty: 4322.181152
	Iteration 33Q: 3 clusters Score -741897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -741899.875000 Penalty: 4322.181152
	Iteration 34Q: 3 clusters Score -741899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -741900.437500 Penalty: 4322.181152
	Iteration 35Q: 3 clusters Score -741900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -741900.312500 Penalty: 4322.181152
	Iteration 36Q: 3 clusters Score -741900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -741899.937500 Penalty: 4322.181152
	Iteration 37Q: 3 clusters Score -741899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -741901.687500 Penalty: 4322.181152
	Iteration 38Q: 3 clusters Score -741901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -741904.062500 Penalty: 4322.181152
	Iteration 39Q: 3 clusters Score -741904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -741904.812500 Penalty: 4322.181152
	Iteration 40F: 3 clusters Score -741904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -741906.250000 Penalty: 4322.181152
	Iteration 41Q: 3 clusters Score -741906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -741905.437500 Penalty: 4322.181152
	Iteration 42Q: 3 clusters Score -741905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -741906.375000 Penalty: 4322.181152
	Iteration 43Q: 3 clusters Score -741906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -741906.375000 Penalty: 4322.181152
	Iteration 44F: 3 clusters Score -741906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -438015.343750 Penalty: 2019.592285
	Iteration 0F: 2 clusters Score -438015.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -434470.562500 Penalty: 4039.184570
	Iteration 0F: 3 clusters Score -434470.6 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435137.375000 Penalty: 4039.184570
	Iteration 1F: 3 clusters Score -435137.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -435304.156250 Penalty: 4039.184570
	Iteration 2F: 3 clusters Score -435304.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -435400.812500 Penalty: 4039.184570
	Iteration 3Q: 3 clusters Score -435400.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -435468.687500 Penalty: 4039.184570
	Iteration 4Q: 3 clusters Score -435468.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -435532.968750 Penalty: 4039.184570
	Iteration 5Q: 3 clusters Score -435533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -435582.625000 Penalty: 4039.184570
	Iteration 6Q: 3 clusters Score -435582.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -435617.625000 Penalty: 4039.184570
	Iteration 7Q: 3 clusters Score -435617.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -435638.250000 Penalty: 4039.184570
	Iteration 8Q: 3 clusters Score -435638.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -435655.156250 Penalty: 4039.184570
	Iteration 9Q: 3 clusters Score -435655.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -435666.718750 Penalty: 4039.184570
	Iteration 10Q: 3 clusters Score -435666.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -435676.218750 Penalty: 4039.184570
	Iteration 11Q: 3 clusters Score -435676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -435684.156250 Penalty: 4039.184570
	Iteration 12Q: 3 clusters Score -435684.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -435691.437500 Penalty: 4039.184570
	Iteration 13Q: 3 clusters Score -435691.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -435694.843750 Penalty: 4039.184570
	Iteration 14Q: 3 clusters Score -435694.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -435699.437500 Penalty: 4039.184570
	Iteration 15Q: 3 clusters Score -435699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -435704.156250 Penalty: 4039.184570
	Iteration 16Q: 3 clusters Score -435704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -435707.937500 Penalty: 4039.184570
	Iteration 17Q: 3 clusters Score -435707.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -435713.187500 Penalty: 4039.184570
	Iteration 18Q: 3 clusters Score -435713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -435716.906250 Penalty: 4039.184570
	Iteration 19Q: 3 clusters Score -435716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -435719.500000 Penalty: 4039.184570
	Iteration 20F: 3 clusters Score -435719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -435720.062500 Penalty: 4039.184570
	Iteration 21Q: 3 clusters Score -435720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -435719.437500 Penalty: 4039.184570
	Iteration 22Q: 3 clusters Score -435719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -435721.093750 Penalty: 4039.184570
	Iteration 23Q: 3 clusters Score -435721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435722.562500 Penalty: 4039.184570
	Iteration 24Q: 3 clusters Score -435722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435724.125000 Penalty: 4039.184570
	Iteration 25Q: 3 clusters Score -435724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435725.156250 Penalty: 4039.184570
	Iteration 26Q: 3 clusters Score -435725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -435726.812500 Penalty: 4039.184570
	Iteration 27Q: 3 clusters Score -435726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -435728.281250 Penalty: 4039.184570
	Iteration 28Q: 3 clusters Score -435728.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -435728.281250 Penalty: 4039.184570
	Iteration 29Q: 3 clusters Score -435728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -435729.718750 Penalty: 4039.184570
	Iteration 30Q: 3 clusters Score -435729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -435730.875000 Penalty: 4039.184570
	Iteration 31Q: 3 clusters Score -435730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -435731.000000 Penalty: 4039.184570
	Iteration 32Q: 3 clusters Score -435731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -435731.000000 Penalty: 4039.184570
	Iteration 33F: 3 clusters Score -435731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (192975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192975 members 
Entering Unmasked Estep 
Score: -23868114.000000 Penalty: 3018.238281
	Iteration 0F: 2 clusters Score -2.386811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -23744280.000000 Penalty: 6036.476562
	Iteration 0F: 3 clusters Score -2.374428e+07 nChanged 92984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -23798240.000000 Penalty: 6036.476562
	Iteration 1F: 3 clusters Score -2.379824e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -23799220.000000 Penalty: 6036.476562
	Iteration 2Q: 3 clusters Score -2.379922e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -23800158.000000 Penalty: 6036.476562
	Iteration 3Q: 3 clusters Score -2.380016e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103447 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -23801436.000000 Penalty: 6036.476562
	Iteration 4Q: 3 clusters Score -2.380144e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107693 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -23803162.000000 Penalty: 6036.476562
	Iteration 5Q: 3 clusters Score -2.380316e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114169 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -23806318.000000 Penalty: 6036.476562
	Iteration 6Q: 3 clusters Score -2.380632e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -23810996.000000 Penalty: 6036.476562
	Iteration 7F: 3 clusters Score -2.3811e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -23819044.000000 Penalty: 6036.476562
	Iteration 8F: 3 clusters Score -2.381904e+07 nChanged 15373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -23830918.000000 Penalty: 6036.476562
	Iteration 9F: 3 clusters Score -2.383092e+07 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -23843234.000000 Penalty: 6036.476562
	Iteration 10F: 3 clusters Score -2.384323e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179253 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -23853438.000000 Penalty: 6036.476562
	Iteration 11F: 3 clusters Score -2.385344e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186726 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -23859806.000000 Penalty: 6036.476562
	Iteration 12Q: 3 clusters Score -2.385981e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190456 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23863132.000000 Penalty: 6036.476562
	Iteration 13Q: 3 clusters Score -2.386313e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191946 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -23864564.000000 Penalty: 6036.476562
	Iteration 14Q: 3 clusters Score -2.386456e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192431 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -23865080.000000 Penalty: 6036.476562
	Iteration 15Q: 3 clusters Score -2.386508e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192573 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -23865238.000000 Penalty: 6036.476562
	Iteration 16Q: 3 clusters Score -2.386524e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192641 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23865312.000000 Penalty: 6036.476562
	Iteration 17Q: 3 clusters Score -2.386531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192677 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -23865394.000000 Penalty: 6036.476562
	Iteration 18Q: 3 clusters Score -2.386539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192696 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -23865398.000000 Penalty: 6036.476562
	Iteration 19Q: 3 clusters Score -2.38654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192707 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -23865446.000000 Penalty: 6036.476562
	Iteration 20F: 3 clusters Score -2.386545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192710 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23865460.000000 Penalty: 6036.476562
	Iteration 21Q: 3 clusters Score -2.386546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192713 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -23865446.000000 Penalty: 6036.476562
	Iteration 22Q: 3 clusters Score -2.386545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -23865462.000000 Penalty: 6036.476562
	Iteration 23Q: 3 clusters Score -2.386546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192720 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23865474.000000 Penalty: 6036.476562
	Iteration 24Q: 3 clusters Score -2.386547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23865486.000000 Penalty: 6036.476562
	Iteration 25Q: 3 clusters Score -2.386549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23865486.000000 Penalty: 6036.476562
	Iteration 26Q: 3 clusters Score -2.386549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192723 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23865470.000000 Penalty: 6036.476562
	Iteration 27Q: 3 clusters Score -2.386547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23865462.000000 Penalty: 6036.476562
	Iteration 28Q: 3 clusters Score -2.386546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192724 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23865470.000000 Penalty: 6036.476562
	Iteration 29Q: 3 clusters Score -2.386547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23865476.000000 Penalty: 6036.476562
	Iteration 30Q: 3 clusters Score -2.386548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192727 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -23865498.000000 Penalty: 6036.476562
	Iteration 31Q: 3 clusters Score -2.38655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192726 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23865500.000000 Penalty: 6036.476562
	Iteration 32Q: 3 clusters Score -2.38655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192723 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23865504.000000 Penalty: 6036.476562
	Iteration 33Q: 3 clusters Score -2.38655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23865506.000000 Penalty: 6036.476562
	Iteration 34Q: 3 clusters Score -2.386551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23865500.000000 Penalty: 6036.476562
	Iteration 35Q: 3 clusters Score -2.38655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23865506.000000 Penalty: 6036.476562
	Iteration 36Q: 3 clusters Score -2.386551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -23865502.000000 Penalty: 6036.476562
	Iteration 37Q: 3 clusters Score -2.38655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192720 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23865522.000000 Penalty: 6036.476562
	Iteration 38Q: 3 clusters Score -2.386552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192721 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23865518.000000 Penalty: 6036.476562
	Iteration 39Q: 3 clusters Score -2.386552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192721 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -23865510.000000 Penalty: 6036.476562
	Iteration 40F: 3 clusters Score -2.386551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Entering Unmasked Estep 
Score: -842564.500000 Penalty: 2210.326904
	Iteration 0F: 2 clusters Score -842564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -836543.000000 Penalty: 4420.653809
	Iteration 0F: 3 clusters Score -836543 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -838219.437500 Penalty: 4420.653809
	Iteration 1F: 3 clusters Score -838219.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -838569.125000 Penalty: 4420.653809
	Iteration 2F: 3 clusters Score -838569.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -838812.250000 Penalty: 4420.653809
	Iteration 3F: 3 clusters Score -838812.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -838990.437500 Penalty: 4420.653809
	Iteration 4Q: 3 clusters Score -838990.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -839142.125000 Penalty: 4420.653809
	Iteration 5Q: 3 clusters Score -839142.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -839294.875000 Penalty: 4420.653809
	Iteration 6Q: 3 clusters Score -839294.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -839464.062500 Penalty: 4420.653809
	Iteration 7Q: 3 clusters Score -839464.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -839649.562500 Penalty: 4420.653809
	Iteration 8Q: 3 clusters Score -839649.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -839837.250000 Penalty: 4420.653809
	Iteration 9Q: 3 clusters Score -839837.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -840045.000000 Penalty: 4420.653809
	Iteration 10Q: 3 clusters Score -840045 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -840234.875000 Penalty: 4420.653809
	Iteration 11Q: 3 clusters Score -840234.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -840408.937500 Penalty: 4420.653809
	Iteration 12Q: 3 clusters Score -840408.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -840565.687500 Penalty: 4420.653809
	Iteration 13Q: 3 clusters Score -840565.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -840707.562500 Penalty: 4420.653809
	Iteration 14Q: 3 clusters Score -840707.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -840844.562500 Penalty: 4420.653809
	Iteration 15Q: 3 clusters Score -840844.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -840939.062500 Penalty: 4420.653809
	Iteration 16Q: 3 clusters Score -840939.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -840995.312500 Penalty: 4420.653809
	Iteration 17Q: 3 clusters Score -840995.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -841039.437500 Penalty: 4420.653809
	Iteration 18Q: 3 clusters Score -841039.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -841071.562500 Penalty: 4420.653809
	Iteration 19Q: 3 clusters Score -841071.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -841100.937500 Penalty: 4420.653809
	Iteration 20F: 3 clusters Score -841100.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -841123.437500 Penalty: 4420.653809
	Iteration 21Q: 3 clusters Score -841123.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -841141.125000 Penalty: 4420.653809
	Iteration 22Q: 3 clusters Score -841141.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -841150.562500 Penalty: 4420.653809
	Iteration 23Q: 3 clusters Score -841150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -841157.750000 Penalty: 4420.653809
	Iteration 24Q: 3 clusters Score -841157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -841161.375000 Penalty: 4420.653809
	Iteration 25Q: 3 clusters Score -841161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -841166.562500 Penalty: 4420.653809
	Iteration 26Q: 3 clusters Score -841166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -841171.750000 Penalty: 4420.653809
	Iteration 27Q: 3 clusters Score -841171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -841176.750000 Penalty: 4420.653809
	Iteration 28Q: 3 clusters Score -841176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -841178.875000 Penalty: 4420.653809
	Iteration 29Q: 3 clusters Score -841178.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -841181.250000 Penalty: 4420.653809
	Iteration 30Q: 3 clusters Score -841181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -841181.625000 Penalty: 4420.653809
	Iteration 31Q: 3 clusters Score -841181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -841182.000000 Penalty: 4420.653809
	Iteration 32Q: 3 clusters Score -841182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -841182.000000 Penalty: 4420.653809
	Iteration 33F: 3 clusters Score -841182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -86005.312500 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -86005.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84234.375000 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -84234.38 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84432.273438 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -84432.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84497.984375 Penalty: 3285.536377
	Iteration 2Q: 3 clusters Score -84497.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84559.562500 Penalty: 3285.536377
	Iteration 3Q: 3 clusters Score -84559.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84597.500000 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -84597.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84632.328125 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -84632.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84677.218750 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -84677.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84720.226562 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -84720.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84797.484375 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -84797.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84876.195312 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -84876.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84943.742188 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -84943.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84992.132812 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -84992.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85013.015625 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -85013.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85026.234375 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -85026.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85056.242188 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -85056.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85065.554688 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -85065.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -85075.554688 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -85075.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85078.351562 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -85078.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85083.257812 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -85083.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85094.617188 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -85094.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85098.492188 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -85098.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85105.492188 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -85105.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -85105.492188 Penalty: 3285.536377
	Iteration 22F: 3 clusters Score -85105.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (196729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196729 members 
Entering Unmasked Estep 
Score: -24352158.000000 Penalty: 3023.016602
	Iteration 0F: 2 clusters Score -2.435216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -24227630.000000 Penalty: 6046.033203
	Iteration 0F: 3 clusters Score -2.422763e+07 nChanged 94455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104106 members 
Mstep: Class 2 contains 92623 members 
Entering Unmasked Estep 
Score: -24283398.000000 Penalty: 6046.033203
	Iteration 1F: 3 clusters Score -2.42834e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -24285040.000000 Penalty: 6046.033203
	Iteration 2Q: 3 clusters Score -2.428504e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112908 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -24287338.000000 Penalty: 6046.033203
	Iteration 3Q: 3 clusters Score -2.428734e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120877 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -24291942.000000 Penalty: 6046.033203
	Iteration 4Q: 3 clusters Score -2.429194e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -24299156.000000 Penalty: 6046.033203
	Iteration 5F: 3 clusters Score -2.429916e+07 nChanged 15299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146470 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -24310484.000000 Penalty: 6046.033203
	Iteration 6F: 3 clusters Score -2.431048e+07 nChanged 16591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162641 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -24323768.000000 Penalty: 6046.033203
	Iteration 7F: 3 clusters Score -2.432377e+07 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177011 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -24334684.000000 Penalty: 6046.033203
	Iteration 8F: 3 clusters Score -2.433468e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186782 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -24341632.000000 Penalty: 6046.033203
	Iteration 9Q: 3 clusters Score -2.434163e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192218 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -24345700.000000 Penalty: 6046.033203
	Iteration 10Q: 3 clusters Score -2.43457e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194855 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -24347840.000000 Penalty: 6046.033203
	Iteration 11Q: 3 clusters Score -2.434784e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195899 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -24348710.000000 Penalty: 6046.033203
	Iteration 12Q: 3 clusters Score -2.434871e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196229 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -24349002.000000 Penalty: 6046.033203
	Iteration 13Q: 3 clusters Score -2.4349e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24349130.000000 Penalty: 6046.033203
	Iteration 14Q: 3 clusters Score -2.434913e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196390 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24349192.000000 Penalty: 6046.033203
	Iteration 15Q: 3 clusters Score -2.434919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24349260.000000 Penalty: 6046.033203
	Iteration 16Q: 3 clusters Score -2.434926e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196426 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24349292.000000 Penalty: 6046.033203
	Iteration 17Q: 3 clusters Score -2.434929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196428 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24349324.000000 Penalty: 6046.033203
	Iteration 18Q: 3 clusters Score -2.434932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196428 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -24349338.000000 Penalty: 6046.033203
	Iteration 19Q: 3 clusters Score -2.434934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24349324.000000 Penalty: 6046.033203
	Iteration 20F: 3 clusters Score -2.434932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24349340.000000 Penalty: 6046.033203
	Iteration 21Q: 3 clusters Score -2.434934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196433 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24349364.000000 Penalty: 6046.033203
	Iteration 22Q: 3 clusters Score -2.434936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -24349348.000000 Penalty: 6046.033203
	Iteration 23Q: 3 clusters Score -2.434935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24349354.000000 Penalty: 6046.033203
	Iteration 24Q: 3 clusters Score -2.434935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196436 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24349354.000000 Penalty: 6046.033203
	Iteration 25F: 3 clusters Score -2.434935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Entering Unmasked Estep 
Score: -7154918.500000 Penalty: 2717.499756
	Iteration 0F: 2 clusters Score -7154918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -7116449.000000 Penalty: 5434.999512
	Iteration 0F: 3 clusters Score -7116449 nChanged 26637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -7131219.000000 Penalty: 5434.999512
	Iteration 1F: 3 clusters Score -7131219 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -7131787.500000 Penalty: 5434.999512
	Iteration 2Q: 3 clusters Score -7131788 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -7132361.500000 Penalty: 5434.999512
	Iteration 3Q: 3 clusters Score -7132362 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -7132964.500000 Penalty: 5434.999512
	Iteration 4Q: 3 clusters Score -7132964 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -7133694.000000 Penalty: 5434.999512
	Iteration 5Q: 3 clusters Score -7133694 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -7134635.500000 Penalty: 5434.999512
	Iteration 6Q: 3 clusters Score -7134636 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -7136098.500000 Penalty: 5434.999512
	Iteration 7Q: 3 clusters Score -7136098 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -7138192.500000 Penalty: 5434.999512
	Iteration 8F: 3 clusters Score -7138192 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -7141039.500000 Penalty: 5434.999512
	Iteration 9F: 3 clusters Score -7141040 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -7144331.500000 Penalty: 5434.999512
	Iteration 10F: 3 clusters Score -7144332 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7147337.000000 Penalty: 5434.999512
	Iteration 11F: 3 clusters Score -7147337 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -7149505.500000 Penalty: 5434.999512
	Iteration 12Q: 3 clusters Score -7149506 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7150747.000000 Penalty: 5434.999512
	Iteration 13Q: 3 clusters Score -7150747 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7151461.000000 Penalty: 5434.999512
	Iteration 14Q: 3 clusters Score -7151461 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7151884.500000 Penalty: 5434.999512
	Iteration 15Q: 3 clusters Score -7151884 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7152145.000000 Penalty: 5434.999512
	Iteration 16Q: 3 clusters Score -7152145 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7152275.500000 Penalty: 5434.999512
	Iteration 17Q: 3 clusters Score -7152276 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7152367.000000 Penalty: 5434.999512
	Iteration 18Q: 3 clusters Score -7152367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7152421.000000 Penalty: 5434.999512
	Iteration 19Q: 3 clusters Score -7152421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7152457.000000 Penalty: 5434.999512
	Iteration 20F: 3 clusters Score -7152457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7152494.000000 Penalty: 5434.999512
	Iteration 21Q: 3 clusters Score -7152494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7152507.500000 Penalty: 5434.999512
	Iteration 22Q: 3 clusters Score -7152508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56978 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7152519.000000 Penalty: 5434.999512
	Iteration 23Q: 3 clusters Score -7152519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7152527.500000 Penalty: 5434.999512
	Iteration 24Q: 3 clusters Score -7152528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7152536.000000 Penalty: 5434.999512
	Iteration 25Q: 3 clusters Score -7152536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7152547.500000 Penalty: 5434.999512
	Iteration 26Q: 3 clusters Score -7152548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7152561.500000 Penalty: 5434.999512
	Iteration 27Q: 3 clusters Score -7152562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7152573.500000 Penalty: 5434.999512
	Iteration 28Q: 3 clusters Score -7152574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7152576.500000 Penalty: 5434.999512
	Iteration 29Q: 3 clusters Score -7152576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7152576.000000 Penalty: 5434.999512
	Iteration 30Q: 3 clusters Score -7152576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7152576.000000 Penalty: 5434.999512
	Iteration 31F: 3 clusters Score -7152576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -118008.000000 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -118008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116033.335938 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -116033.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116389.953125 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -116390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116521.609375 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -116521.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116598.429688 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -116598.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -116664.765625 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -116664.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -116743.523438 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -116743.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -116821.851562 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -116821.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -116971.390625 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -116971.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -117106.117188 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -117106.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117192.625000 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -117192.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117261.695312 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -117261.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -117333.445312 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -117333.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117388.062500 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -117388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117426.492188 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -117426.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117443.250000 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -117443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117452.007812 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -117452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117454.203125 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -117454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117459.984375 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -117460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117470.718750 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -117470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -117473.679688 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -117473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117480.523438 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -117480.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117500.203125 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -117500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117520.343750 Penalty: 3485.548096
	Iteration 22Q: 3 clusters Score -117520.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117536.539062 Penalty: 3485.548096
	Iteration 23Q: 3 clusters Score -117536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -117558.164062 Penalty: 3485.548096
	Iteration 24Q: 3 clusters Score -117558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -117569.546875 Penalty: 3485.548096
	Iteration 25Q: 3 clusters Score -117569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117575.421875 Penalty: 3485.548096
	Iteration 26Q: 3 clusters Score -117575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -117589.765625 Penalty: 3485.548096
	Iteration 27Q: 3 clusters Score -117589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117599.312500 Penalty: 3485.548096
	Iteration 28Q: 3 clusters Score -117599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -117605.796875 Penalty: 3485.548096
	Iteration 29Q: 3 clusters Score -117605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117613.562500 Penalty: 3485.548096
	Iteration 30Q: 3 clusters Score -117613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -117619.820312 Penalty: 3485.548096
	Iteration 31Q: 3 clusters Score -117619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -117627.070312 Penalty: 3485.548096
	Iteration 32Q: 3 clusters Score -117627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117631.750000 Penalty: 3485.548096
	Iteration 33Q: 3 clusters Score -117631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117639.992188 Penalty: 3485.548096
	Iteration 34Q: 3 clusters Score -117640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117644.781250 Penalty: 3485.548096
	Iteration 35Q: 3 clusters Score -117644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117646.125000 Penalty: 3485.548096
	Iteration 36Q: 3 clusters Score -117646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -117647.054688 Penalty: 3485.548096
	Iteration 37Q: 3 clusters Score -117647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -117647.054688 Penalty: 3485.548096
	Iteration 38F: 3 clusters Score -117647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -353458.218750 Penalty: 1978.365967
	Iteration 0F: 2 clusters Score -353458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -350250.250000 Penalty: 3956.731934
	Iteration 0F: 3 clusters Score -350250.2 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -350845.718750 Penalty: 3956.731934
	Iteration 1F: 3 clusters Score -350845.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -351010.843750 Penalty: 3956.731934
	Iteration 2F: 3 clusters Score -351010.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -351096.343750 Penalty: 3956.731934
	Iteration 3Q: 3 clusters Score -351096.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -351151.906250 Penalty: 3956.731934
	Iteration 4Q: 3 clusters Score -351151.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -351186.875000 Penalty: 3956.731934
	Iteration 5Q: 3 clusters Score -351186.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -351214.781250 Penalty: 3956.731934
	Iteration 6Q: 3 clusters Score -351214.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -351229.687500 Penalty: 3956.731934
	Iteration 7Q: 3 clusters Score -351229.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -351245.718750 Penalty: 3956.731934
	Iteration 8Q: 3 clusters Score -351245.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -351266.937500 Penalty: 3956.731934
	Iteration 9Q: 3 clusters Score -351266.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -351286.531250 Penalty: 3956.731934
	Iteration 10Q: 3 clusters Score -351286.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -351302.218750 Penalty: 3956.731934
	Iteration 11Q: 3 clusters Score -351302.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -351314.156250 Penalty: 3956.731934
	Iteration 12Q: 3 clusters Score -351314.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -351328.937500 Penalty: 3956.731934
	Iteration 13Q: 3 clusters Score -351328.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -351341.500000 Penalty: 3956.731934
	Iteration 14Q: 3 clusters Score -351341.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -351354.125000 Penalty: 3956.731934
	Iteration 15Q: 3 clusters Score -351354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -351367.625000 Penalty: 3956.731934
	Iteration 16Q: 3 clusters Score -351367.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -351381.937500 Penalty: 3956.731934
	Iteration 17Q: 3 clusters Score -351381.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -351397.125000 Penalty: 3956.731934
	Iteration 18Q: 3 clusters Score -351397.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -351419.562500 Penalty: 3956.731934
	Iteration 19Q: 3 clusters Score -351419.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -351441.093750 Penalty: 3956.731934
	Iteration 20F: 3 clusters Score -351441.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -351455.968750 Penalty: 3956.731934
	Iteration 21Q: 3 clusters Score -351456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -351467.593750 Penalty: 3956.731934
	Iteration 22Q: 3 clusters Score -351467.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -351483.062500 Penalty: 3956.731934
	Iteration 23Q: 3 clusters Score -351483.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -351495.718750 Penalty: 3956.731934
	Iteration 24Q: 3 clusters Score -351495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -351510.187500 Penalty: 3956.731934
	Iteration 25Q: 3 clusters Score -351510.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -351526.000000 Penalty: 3956.731934
	Iteration 26Q: 3 clusters Score -351526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -351539.500000 Penalty: 3956.731934
	Iteration 27Q: 3 clusters Score -351539.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -351554.812500 Penalty: 3956.731934
	Iteration 28Q: 3 clusters Score -351554.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -351566.156250 Penalty: 3956.731934
	Iteration 29Q: 3 clusters Score -351566.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -351577.250000 Penalty: 3956.731934
	Iteration 30Q: 3 clusters Score -351577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -351587.343750 Penalty: 3956.731934
	Iteration 31Q: 3 clusters Score -351587.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -351597.718750 Penalty: 3956.731934
	Iteration 32Q: 3 clusters Score -351597.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -351609.468750 Penalty: 3956.731934
	Iteration 33Q: 3 clusters Score -351609.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -351626.281250 Penalty: 3956.731934
	Iteration 34Q: 3 clusters Score -351626.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -351637.281250 Penalty: 3956.731934
	Iteration 35Q: 3 clusters Score -351637.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -351650.250000 Penalty: 3956.731934
	Iteration 36Q: 3 clusters Score -351650.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -351659.687500 Penalty: 3956.731934
	Iteration 37Q: 3 clusters Score -351659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -351668.781250 Penalty: 3956.731934
	Iteration 38Q: 3 clusters Score -351668.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -351679.812500 Penalty: 3956.731934
	Iteration 39Q: 3 clusters Score -351679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -351689.843750 Penalty: 3956.731934
	Iteration 40F: 3 clusters Score -351689.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351702.093750 Penalty: 3956.731934
	Iteration 41Q: 3 clusters Score -351702.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -351712.375000 Penalty: 3956.731934
	Iteration 42Q: 3 clusters Score -351712.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -351725.906250 Penalty: 3956.731934
	Iteration 43Q: 3 clusters Score -351725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -351735.468750 Penalty: 3956.731934
	Iteration 44Q: 3 clusters Score -351735.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -351743.437500 Penalty: 3956.731934
	Iteration 45Q: 3 clusters Score -351743.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -351752.781250 Penalty: 3956.731934
	Iteration 46Q: 3 clusters Score -351752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -351760.031250 Penalty: 3956.731934
	Iteration 47Q: 3 clusters Score -351760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -351762.937500 Penalty: 3956.731934
	Iteration 48Q: 3 clusters Score -351762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -351765.406250 Penalty: 3956.731934
	Iteration 49Q: 3 clusters Score -351765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -351767.281250 Penalty: 3956.731934
	Iteration 50Q: 3 clusters Score -351767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -351769.125000 Penalty: 3956.731934
	Iteration 51Q: 3 clusters Score -351769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -351771.468750 Penalty: 3956.731934
	Iteration 52Q: 3 clusters Score -351771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -351772.562500 Penalty: 3956.731934
	Iteration 53Q: 3 clusters Score -351772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -351772.562500 Penalty: 3956.731934
	Iteration 54F: 3 clusters Score -351772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Entering Unmasked Estep 
Score: -4550683.000000 Penalty: 2605.406250
	Iteration 0F: 2 clusters Score -4550683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4525878.000000 Penalty: 5210.812500
	Iteration 0F: 3 clusters Score -4525878 nChanged 16515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4534892.500000 Penalty: 5210.812500
	Iteration 1F: 3 clusters Score -4534892 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4535499.000000 Penalty: 5210.812500
	Iteration 2Q: 3 clusters Score -4535499 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4536257.000000 Penalty: 5210.812500
	Iteration 3Q: 3 clusters Score -4536257 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4537346.500000 Penalty: 5210.812500
	Iteration 4F: 3 clusters Score -4537346 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -4538940.500000 Penalty: 5210.812500
	Iteration 5F: 3 clusters Score -4538940 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4541111.500000 Penalty: 5210.812500
	Iteration 6F: 3 clusters Score -4541112 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -4543762.000000 Penalty: 5210.812500
	Iteration 7F: 3 clusters Score -4543762 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -4545917.000000 Penalty: 5210.812500
	Iteration 8F: 3 clusters Score -4545917 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4547305.500000 Penalty: 5210.812500
	Iteration 9Q: 3 clusters Score -4547306 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -4547980.000000 Penalty: 5210.812500
	Iteration 10Q: 3 clusters Score -4547980 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4548264.000000 Penalty: 5210.812500
	Iteration 11Q: 3 clusters Score -4548264 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4548406.500000 Penalty: 5210.812500
	Iteration 12Q: 3 clusters Score -4548406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -4548467.500000 Penalty: 5210.812500
	Iteration 13Q: 3 clusters Score -4548468 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4548528.000000 Penalty: 5210.812500
	Iteration 14Q: 3 clusters Score -4548528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4548542.000000 Penalty: 5210.812500
	Iteration 15Q: 3 clusters Score -4548542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4548566.000000 Penalty: 5210.812500
	Iteration 16Q: 3 clusters Score -4548566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -4548567.500000 Penalty: 5210.812500
	Iteration 17Q: 3 clusters Score -4548568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4548596.500000 Penalty: 5210.812500
	Iteration 18Q: 3 clusters Score -4548596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4548604.500000 Penalty: 5210.812500
	Iteration 19Q: 3 clusters Score -4548604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4548611.000000 Penalty: 5210.812500
	Iteration 20F: 3 clusters Score -4548611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -4548630.000000 Penalty: 5210.812500
	Iteration 21Q: 3 clusters Score -4548630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4548637.500000 Penalty: 5210.812500
	Iteration 22Q: 3 clusters Score -4548638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4548652.500000 Penalty: 5210.812500
	Iteration 23Q: 3 clusters Score -4548652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4548661.500000 Penalty: 5210.812500
	Iteration 24Q: 3 clusters Score -4548662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -4548664.000000 Penalty: 5210.812500
	Iteration 25Q: 3 clusters Score -4548664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4548666.000000 Penalty: 5210.812500
	Iteration 26Q: 3 clusters Score -4548666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4548665.000000 Penalty: 5210.812500
	Iteration 27Q: 3 clusters Score -4548665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -4548676.500000 Penalty: 5210.812500
	Iteration 28Q: 3 clusters Score -4548676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4548672.500000 Penalty: 5210.812500
	Iteration 29Q: 3 clusters Score -4548672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4548677.000000 Penalty: 5210.812500
	Iteration 30Q: 3 clusters Score -4548677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4548685.000000 Penalty: 5210.812500
	Iteration 31Q: 3 clusters Score -4548685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4548678.000000 Penalty: 5210.812500
	Iteration 32Q: 3 clusters Score -4548678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4548680.000000 Penalty: 5210.812500
	Iteration 33Q: 3 clusters Score -4548680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4548666.000000 Penalty: 5210.812500
	Iteration 34Q: 3 clusters Score -4548666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4548667.500000 Penalty: 5210.812500
	Iteration 35Q: 3 clusters Score -4548668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4548671.500000 Penalty: 5210.812500
	Iteration 36Q: 3 clusters Score -4548672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4548676.000000 Penalty: 5210.812500
	Iteration 37Q: 3 clusters Score -4548676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4548673.000000 Penalty: 5210.812500
	Iteration 38Q: 3 clusters Score -4548673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4548680.000000 Penalty: 5210.812500
	Iteration 39Q: 3 clusters Score -4548680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4548679.000000 Penalty: 5210.812500
	Iteration 40F: 3 clusters Score -4548679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -789225.875000 Penalty: 2169.106689
	Iteration 0F: 2 clusters Score -789225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -783873.687500 Penalty: 4338.213379
	Iteration 0F: 3 clusters Score -783873.7 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -785263.812500 Penalty: 4338.213379
	Iteration 1F: 3 clusters Score -785263.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -785484.687500 Penalty: 4338.213379
	Iteration 2F: 3 clusters Score -785484.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -785634.437500 Penalty: 4338.213379
	Iteration 3Q: 3 clusters Score -785634.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -785775.937500 Penalty: 4338.213379
	Iteration 4Q: 3 clusters Score -785775.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -785888.000000 Penalty: 4338.213379
	Iteration 5Q: 3 clusters Score -785888 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -785971.500000 Penalty: 4338.213379
	Iteration 6Q: 3 clusters Score -785971.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -786035.937500 Penalty: 4338.213379
	Iteration 7Q: 3 clusters Score -786035.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -786086.875000 Penalty: 4338.213379
	Iteration 8Q: 3 clusters Score -786086.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -786141.312500 Penalty: 4338.213379
	Iteration 9Q: 3 clusters Score -786141.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -786196.875000 Penalty: 4338.213379
	Iteration 10Q: 3 clusters Score -786196.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -786255.937500 Penalty: 4338.213379
	Iteration 11Q: 3 clusters Score -786255.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -786307.875000 Penalty: 4338.213379
	Iteration 12Q: 3 clusters Score -786307.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -786370.375000 Penalty: 4338.213379
	Iteration 13Q: 3 clusters Score -786370.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -786443.562500 Penalty: 4338.213379
	Iteration 14Q: 3 clusters Score -786443.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -786528.062500 Penalty: 4338.213379
	Iteration 15Q: 3 clusters Score -786528.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -786657.625000 Penalty: 4338.213379
	Iteration 16Q: 3 clusters Score -786657.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -786825.062500 Penalty: 4338.213379
	Iteration 17Q: 3 clusters Score -786825.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -787063.375000 Penalty: 4338.213379
	Iteration 18Q: 3 clusters Score -787063.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -787387.812500 Penalty: 4338.213379
	Iteration 19Q: 3 clusters Score -787387.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -787767.437500 Penalty: 4338.213379
	Iteration 20F: 3 clusters Score -787767.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -788070.437500 Penalty: 4338.213379
	Iteration 21Q: 3 clusters Score -788070.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -788286.312500 Penalty: 4338.213379
	Iteration 22Q: 3 clusters Score -788286.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -788403.375000 Penalty: 4338.213379
	Iteration 23Q: 3 clusters Score -788403.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -788472.687500 Penalty: 4338.213379
	Iteration 24Q: 3 clusters Score -788472.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -788522.750000 Penalty: 4338.213379
	Iteration 25Q: 3 clusters Score -788522.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -788558.687500 Penalty: 4338.213379
	Iteration 26Q: 3 clusters Score -788558.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -788573.375000 Penalty: 4338.213379
	Iteration 27Q: 3 clusters Score -788573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -788584.625000 Penalty: 4338.213379
	Iteration 28Q: 3 clusters Score -788584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -788590.625000 Penalty: 4338.213379
	Iteration 29Q: 3 clusters Score -788590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -788593.437500 Penalty: 4338.213379
	Iteration 30Q: 3 clusters Score -788593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -788595.250000 Penalty: 4338.213379
	Iteration 31Q: 3 clusters Score -788595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -788596.750000 Penalty: 4338.213379
	Iteration 32Q: 3 clusters Score -788596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -788596.000000 Penalty: 4338.213379
	Iteration 33Q: 3 clusters Score -788596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -788599.625000 Penalty: 4338.213379
	Iteration 34Q: 3 clusters Score -788599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -788602.875000 Penalty: 4338.213379
	Iteration 35Q: 3 clusters Score -788602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -788608.250000 Penalty: 4338.213379
	Iteration 36Q: 3 clusters Score -788608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -788611.312500 Penalty: 4338.213379
	Iteration 37Q: 3 clusters Score -788611.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -788612.812500 Penalty: 4338.213379
	Iteration 38Q: 3 clusters Score -788612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -788613.187500 Penalty: 4338.213379
	Iteration 39Q: 3 clusters Score -788613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -788612.312500 Penalty: 4338.213379
	Iteration 40F: 3 clusters Score -788612.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (206284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206284 members 
Entering Unmasked Estep 
Score: -25377184.000000 Penalty: 3034.778320
	Iteration 0F: 2 clusters Score -2.537718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -25246172.000000 Penalty: 6069.556641
	Iteration 0F: 3 clusters Score -2.524617e+07 nChanged 99177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -25303864.000000 Penalty: 6069.556641
	Iteration 1F: 3 clusters Score -2.530386e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 103637 members 
Entering Unmasked Estep 
Score: -25304812.000000 Penalty: 6069.556641
	Iteration 2Q: 3 clusters Score -2.530481e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -25305580.000000 Penalty: 6069.556641
	Iteration 3Q: 3 clusters Score -2.530558e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101721 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -25306708.000000 Penalty: 6069.556641
	Iteration 4Q: 3 clusters Score -2.530671e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100693 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -25308146.000000 Penalty: 6069.556641
	Iteration 5Q: 3 clusters Score -2.530815e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -25309928.000000 Penalty: 6069.556641
	Iteration 6Q: 3 clusters Score -2.530993e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 109577 members 
Entering Unmasked Estep 
Score: -25312204.000000 Penalty: 6069.556641
	Iteration 7Q: 3 clusters Score -2.53122e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 112921 members 
Entering Unmasked Estep 
Score: -25315286.000000 Penalty: 6069.556641
	Iteration 8Q: 3 clusters Score -2.531529e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 117362 members 
Entering Unmasked Estep 
Score: -25320142.000000 Penalty: 6069.556641
	Iteration 9Q: 3 clusters Score -2.532014e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -25327522.000000 Penalty: 6069.556641
	Iteration 10F: 3 clusters Score -2.532752e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -25336466.000000 Penalty: 6069.556641
	Iteration 11F: 3 clusters Score -2.533647e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 132396 members 
Entering Unmasked Estep 
Score: -25343454.000000 Penalty: 6069.556641
	Iteration 12F: 3 clusters Score -2.534345e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 135616 members 
Entering Unmasked Estep 
Score: -25347100.000000 Penalty: 6069.556641
	Iteration 13Q: 3 clusters Score -2.53471e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 138494 members 
Entering Unmasked Estep 
Score: -25348590.000000 Penalty: 6069.556641
	Iteration 14Q: 3 clusters Score -2.534859e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 141601 members 
Entering Unmasked Estep 
Score: -25349534.000000 Penalty: 6069.556641
	Iteration 15Q: 3 clusters Score -2.534953e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 144858 members 
Entering Unmasked Estep 
Score: -25350364.000000 Penalty: 6069.556641
	Iteration 16Q: 3 clusters Score -2.535036e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 148398 members 
Entering Unmasked Estep 
Score: -25351280.000000 Penalty: 6069.556641
	Iteration 17Q: 3 clusters Score -2.535128e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 152191 members 
Entering Unmasked Estep 
Score: -25352336.000000 Penalty: 6069.556641
	Iteration 18Q: 3 clusters Score -2.535234e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 156120 members 
Entering Unmasked Estep 
Score: -25353478.000000 Penalty: 6069.556641
	Iteration 19Q: 3 clusters Score -2.535348e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -25354822.000000 Penalty: 6069.556641
	Iteration 20F: 3 clusters Score -2.535482e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -25356122.000000 Penalty: 6069.556641
	Iteration 21Q: 3 clusters Score -2.535612e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 168618 members 
Entering Unmasked Estep 
Score: -25357468.000000 Penalty: 6069.556641
	Iteration 22Q: 3 clusters Score -2.535747e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 172800 members 
Entering Unmasked Estep 
Score: -25358820.000000 Penalty: 6069.556641
	Iteration 23Q: 3 clusters Score -2.535882e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 176996 members 
Entering Unmasked Estep 
Score: -25360190.000000 Penalty: 6069.556641
	Iteration 24Q: 3 clusters Score -2.536019e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 181094 members 
Entering Unmasked Estep 
Score: -25361604.000000 Penalty: 6069.556641
	Iteration 25Q: 3 clusters Score -2.53616e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 184954 members 
Entering Unmasked Estep 
Score: -25363222.000000 Penalty: 6069.556641
	Iteration 26Q: 3 clusters Score -2.536322e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 188499 members 
Entering Unmasked Estep 
Score: -25364838.000000 Penalty: 6069.556641
	Iteration 27Q: 3 clusters Score -2.536484e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 191706 members 
Entering Unmasked Estep 
Score: -25366190.000000 Penalty: 6069.556641
	Iteration 28Q: 3 clusters Score -2.536619e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 194656 members 
Entering Unmasked Estep 
Score: -25367798.000000 Penalty: 6069.556641
	Iteration 29Q: 3 clusters Score -2.53678e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 197122 members 
Entering Unmasked Estep 
Score: -25369032.000000 Penalty: 6069.556641
	Iteration 30Q: 3 clusters Score -2.536903e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 199208 members 
Entering Unmasked Estep 
Score: -25370188.000000 Penalty: 6069.556641
	Iteration 31Q: 3 clusters Score -2.537019e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 200939 members 
Entering Unmasked Estep 
Score: -25371154.000000 Penalty: 6069.556641
	Iteration 32Q: 3 clusters Score -2.537115e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 202395 members 
Entering Unmasked Estep 
Score: -25372016.000000 Penalty: 6069.556641
	Iteration 33Q: 3 clusters Score -2.537202e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 203504 members 
Entering Unmasked Estep 
Score: -25372788.000000 Penalty: 6069.556641
	Iteration 34Q: 3 clusters Score -2.537279e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 204278 members 
Entering Unmasked Estep 
Score: -25373342.000000 Penalty: 6069.556641
	Iteration 35Q: 3 clusters Score -2.537334e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 204780 members 
Entering Unmasked Estep 
Score: -25373700.000000 Penalty: 6069.556641
	Iteration 36Q: 3 clusters Score -2.53737e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 205127 members 
Entering Unmasked Estep 
Score: -25373990.000000 Penalty: 6069.556641
	Iteration 37Q: 3 clusters Score -2.537399e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 205351 members 
Entering Unmasked Estep 
Score: -25374120.000000 Penalty: 6069.556641
	Iteration 38Q: 3 clusters Score -2.537412e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 205481 members 
Entering Unmasked Estep 
Score: -25374242.000000 Penalty: 6069.556641
	Iteration 39Q: 3 clusters Score -2.537424e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 205561 members 
Entering Unmasked Estep 
Score: -25374296.000000 Penalty: 6069.556641
	Iteration 40F: 3 clusters Score -2.53743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 205605 members 
Entering Unmasked Estep 
Score: -25374338.000000 Penalty: 6069.556641
	Iteration 41Q: 3 clusters Score -2.537434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 205645 members 
Entering Unmasked Estep 
Score: -25374394.000000 Penalty: 6069.556641
	Iteration 42Q: 3 clusters Score -2.537439e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 205678 members 
Entering Unmasked Estep 
Score: -25374428.000000 Penalty: 6069.556641
	Iteration 43Q: 3 clusters Score -2.537443e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 205704 members 
Entering Unmasked Estep 
Score: -25374448.000000 Penalty: 6069.556641
	Iteration 44Q: 3 clusters Score -2.537445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 205729 members 
Entering Unmasked Estep 
Score: -25374480.000000 Penalty: 6069.556641
	Iteration 45Q: 3 clusters Score -2.537448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 205745 members 
Entering Unmasked Estep 
Score: -25374512.000000 Penalty: 6069.556641
	Iteration 46Q: 3 clusters Score -2.537451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 205762 members 
Entering Unmasked Estep 
Score: -25374508.000000 Penalty: 6069.556641
	Iteration 47Q: 3 clusters Score -2.537451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 205773 members 
Entering Unmasked Estep 
Score: -25374532.000000 Penalty: 6069.556641
	Iteration 48Q: 3 clusters Score -2.537453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 205788 members 
Entering Unmasked Estep 
Score: -25374540.000000 Penalty: 6069.556641
	Iteration 49Q: 3 clusters Score -2.537454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 205794 members 
Entering Unmasked Estep 
Score: -25374536.000000 Penalty: 6069.556641
	Iteration 50Q: 3 clusters Score -2.537454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 205797 members 
Entering Unmasked Estep 
Score: -25374554.000000 Penalty: 6069.556641
	Iteration 51Q: 3 clusters Score -2.537455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 205802 members 
Entering Unmasked Estep 
Score: -25374564.000000 Penalty: 6069.556641
	Iteration 52Q: 3 clusters Score -2.537456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 205806 members 
Entering Unmasked Estep 
Score: -25374570.000000 Penalty: 6069.556641
	Iteration 53Q: 3 clusters Score -2.537457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 205817 members 
Entering Unmasked Estep 
Score: -25374574.000000 Penalty: 6069.556641
	Iteration 54Q: 3 clusters Score -2.537457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 205821 members 
Entering Unmasked Estep 
Score: -25374592.000000 Penalty: 6069.556641
	Iteration 55Q: 3 clusters Score -2.537459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 205823 members 
Entering Unmasked Estep 
Score: -25374582.000000 Penalty: 6069.556641
	Iteration 56Q: 3 clusters Score -2.537458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 205827 members 
Entering Unmasked Estep 
Score: -25374600.000000 Penalty: 6069.556641
	Iteration 57Q: 3 clusters Score -2.53746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 205828 members 
Entering Unmasked Estep 
Score: -25374616.000000 Penalty: 6069.556641
	Iteration 58Q: 3 clusters Score -2.537462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 205829 members 
Entering Unmasked Estep 
Score: -25374608.000000 Penalty: 6069.556641
	Iteration 59Q: 3 clusters Score -2.537461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 205831 members 
Entering Unmasked Estep 
Score: -25374616.000000 Penalty: 6069.556641
	Iteration 60F: 3 clusters Score -2.537462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 205833 members 
Entering Unmasked Estep 
Score: -25374608.000000 Penalty: 6069.556641
	Iteration 61Q: 3 clusters Score -2.537461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 205834 members 
Entering Unmasked Estep 
Score: -25374606.000000 Penalty: 6069.556641
	Iteration 62Q: 3 clusters Score -2.537461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 205834 members 
Entering Unmasked Estep 
Score: -25374606.000000 Penalty: 6069.556641
	Iteration 63F: 3 clusters Score -2.537461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Entering Unmasked Estep 
Score: -6248283.500000 Penalty: 2682.808594
	Iteration 0F: 2 clusters Score -6248284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6214727.000000 Penalty: 5365.617188
	Iteration 0F: 3 clusters Score -6214727 nChanged 22984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -6227618.000000 Penalty: 5365.617188
	Iteration 1F: 3 clusters Score -6227618 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -6228262.500000 Penalty: 5365.617188
	Iteration 2Q: 3 clusters Score -6228262 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -6228935.000000 Penalty: 5365.617188
	Iteration 3Q: 3 clusters Score -6228935 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6229755.500000 Penalty: 5365.617188
	Iteration 4Q: 3 clusters Score -6229756 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6230634.500000 Penalty: 5365.617188
	Iteration 5Q: 3 clusters Score -6230634 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -6231849.000000 Penalty: 5365.617188
	Iteration 6Q: 3 clusters Score -6231849 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -6233401.500000 Penalty: 5365.617188
	Iteration 7Q: 3 clusters Score -6233402 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -6235168.500000 Penalty: 5365.617188
	Iteration 8F: 3 clusters Score -6235168 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -6237117.000000 Penalty: 5365.617188
	Iteration 9F: 3 clusters Score -6237117 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -6238864.500000 Penalty: 5365.617188
	Iteration 10F: 3 clusters Score -6238864 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -6240035.000000 Penalty: 5365.617188
	Iteration 11Q: 3 clusters Score -6240035 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -6240777.000000 Penalty: 5365.617188
	Iteration 12Q: 3 clusters Score -6240777 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -6241176.000000 Penalty: 5365.617188
	Iteration 13Q: 3 clusters Score -6241176 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -6241560.000000 Penalty: 5365.617188
	Iteration 14Q: 3 clusters Score -6241560 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6241864.500000 Penalty: 5365.617188
	Iteration 15Q: 3 clusters Score -6241864 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6242143.500000 Penalty: 5365.617188
	Iteration 16Q: 3 clusters Score -6242144 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -6242466.500000 Penalty: 5365.617188
	Iteration 17Q: 3 clusters Score -6242466 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -6242760.000000 Penalty: 5365.617188
	Iteration 18Q: 3 clusters Score -6242760 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -6243076.500000 Penalty: 5365.617188
	Iteration 19Q: 3 clusters Score -6243076 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -6243396.500000 Penalty: 5365.617188
	Iteration 20F: 3 clusters Score -6243396 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -6243663.000000 Penalty: 5365.617188
	Iteration 21Q: 3 clusters Score -6243663 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -6243957.000000 Penalty: 5365.617188
	Iteration 22Q: 3 clusters Score -6243957 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6244241.000000 Penalty: 5365.617188
	Iteration 23Q: 3 clusters Score -6244241 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6244559.500000 Penalty: 5365.617188
	Iteration 24Q: 3 clusters Score -6244560 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -6244876.000000 Penalty: 5365.617188
	Iteration 25Q: 3 clusters Score -6244876 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6245088.000000 Penalty: 5365.617188
	Iteration 26Q: 3 clusters Score -6245088 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6245265.000000 Penalty: 5365.617188
	Iteration 27Q: 3 clusters Score -6245265 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6245406.500000 Penalty: 5365.617188
	Iteration 28Q: 3 clusters Score -6245406 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6245508.500000 Penalty: 5365.617188
	Iteration 29Q: 3 clusters Score -6245508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6245575.000000 Penalty: 5365.617188
	Iteration 30Q: 3 clusters Score -6245575 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6245666.000000 Penalty: 5365.617188
	Iteration 31Q: 3 clusters Score -6245666 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6245733.500000 Penalty: 5365.617188
	Iteration 32Q: 3 clusters Score -6245734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6245799.000000 Penalty: 5365.617188
	Iteration 33Q: 3 clusters Score -6245799 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6245840.000000 Penalty: 5365.617188
	Iteration 34Q: 3 clusters Score -6245840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6245873.000000 Penalty: 5365.617188
	Iteration 35Q: 3 clusters Score -6245873 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6245898.500000 Penalty: 5365.617188
	Iteration 36Q: 3 clusters Score -6245898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6245922.500000 Penalty: 5365.617188
	Iteration 37Q: 3 clusters Score -6245922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6245942.500000 Penalty: 5365.617188
	Iteration 38Q: 3 clusters Score -6245942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6245966.000000 Penalty: 5365.617188
	Iteration 39Q: 3 clusters Score -6245966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6245979.000000 Penalty: 5365.617188
	Iteration 40F: 3 clusters Score -6245979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6245988.500000 Penalty: 5365.617188
	Iteration 41Q: 3 clusters Score -6245988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6246002.500000 Penalty: 5365.617188
	Iteration 42Q: 3 clusters Score -6246002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6246014.000000 Penalty: 5365.617188
	Iteration 43Q: 3 clusters Score -6246014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6246021.000000 Penalty: 5365.617188
	Iteration 44Q: 3 clusters Score -6246021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6246020.000000 Penalty: 5365.617188
	Iteration 45Q: 3 clusters Score -6246020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6246027.000000 Penalty: 5365.617188
	Iteration 46Q: 3 clusters Score -6246027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6246034.500000 Penalty: 5365.617188
	Iteration 47Q: 3 clusters Score -6246034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6246031.000000 Penalty: 5365.617188
	Iteration 48Q: 3 clusters Score -6246031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6246028.500000 Penalty: 5365.617188
	Iteration 49Q: 3 clusters Score -6246028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6246027.000000 Penalty: 5365.617188
	Iteration 50Q: 3 clusters Score -6246027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6246028.500000 Penalty: 5365.617188
	Iteration 51Q: 3 clusters Score -6246028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6246037.000000 Penalty: 5365.617188
	Iteration 52Q: 3 clusters Score -6246037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6246033.000000 Penalty: 5365.617188
	Iteration 53Q: 3 clusters Score -6246033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6246032.000000 Penalty: 5365.617188
	Iteration 54Q: 3 clusters Score -6246032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6246035.000000 Penalty: 5365.617188
	Iteration 55Q: 3 clusters Score -6246035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6246035.000000 Penalty: 5365.617188
	Iteration 56F: 3 clusters Score -6246035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -510395.843750 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -510395.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -506273.781250 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -506273.8 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -507239.031250 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -507239 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -507527.000000 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -507527 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -507806.843750 Penalty: 4164.269043
	Iteration 3F: 3 clusters Score -507806.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -508033.312500 Penalty: 4164.269043
	Iteration 4F: 3 clusters Score -508033.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -508210.593750 Penalty: 4164.269043
	Iteration 5F: 3 clusters Score -508210.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -508346.312500 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -508346.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -508453.406250 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -508453.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -508537.656250 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -508537.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -508600.187500 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -508600.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -508651.875000 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -508651.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -508694.593750 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -508694.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -508733.281250 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -508733.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -508764.218750 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -508764.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -508788.125000 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -508788.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -508813.531250 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -508813.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -508839.437500 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -508839.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -508855.218750 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -508855.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -508867.718750 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -508867.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -508872.031250 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -508872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -508878.968750 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -508879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -508885.437500 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -508885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -508890.781250 Penalty: 4164.269043
	Iteration 22Q: 3 clusters Score -508890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -508892.718750 Penalty: 4164.269043
	Iteration 23Q: 3 clusters Score -508892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -508898.781250 Penalty: 4164.269043
	Iteration 24Q: 3 clusters Score -508898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -508906.250000 Penalty: 4164.269043
	Iteration 25Q: 3 clusters Score -508906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -508906.843750 Penalty: 4164.269043
	Iteration 26Q: 3 clusters Score -508906.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -508909.468750 Penalty: 4164.269043
	Iteration 27Q: 3 clusters Score -508909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -508912.500000 Penalty: 4164.269043
	Iteration 28Q: 3 clusters Score -508912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -508915.281250 Penalty: 4164.269043
	Iteration 29Q: 3 clusters Score -508915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -508915.656250 Penalty: 4164.269043
	Iteration 30Q: 3 clusters Score -508915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -508917.593750 Penalty: 4164.269043
	Iteration 31Q: 3 clusters Score -508917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -508919.625000 Penalty: 4164.269043
	Iteration 32Q: 3 clusters Score -508919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -508921.343750 Penalty: 4164.269043
	Iteration 33Q: 3 clusters Score -508921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -508925.500000 Penalty: 4164.269043
	Iteration 34Q: 3 clusters Score -508925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -508926.937500 Penalty: 4164.269043
	Iteration 35Q: 3 clusters Score -508926.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -508930.468750 Penalty: 4164.269043
	Iteration 36Q: 3 clusters Score -508930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -508932.750000 Penalty: 4164.269043
	Iteration 37Q: 3 clusters Score -508932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -508936.406250 Penalty: 4164.269043
	Iteration 38Q: 3 clusters Score -508936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -508938.250000 Penalty: 4164.269043
	Iteration 39Q: 3 clusters Score -508938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -508939.812500 Penalty: 4164.269043
	Iteration 40F: 3 clusters Score -508939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -508940.718750 Penalty: 4164.269043
	Iteration 41Q: 3 clusters Score -508940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -508940.718750 Penalty: 4164.269043
	Iteration 42F: 3 clusters Score -508940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Entering Unmasked Estep 
Score: -6860899.500000 Penalty: 2706.833740
	Iteration 0F: 2 clusters Score -6860900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -6823857.000000 Penalty: 5413.667480
	Iteration 0F: 3 clusters Score -6823857 nChanged 25530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -6838448.500000 Penalty: 5413.667480
	Iteration 1F: 3 clusters Score -6838448 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -6839211.500000 Penalty: 5413.667480
	Iteration 2Q: 3 clusters Score -6839212 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6840256.500000 Penalty: 5413.667480
	Iteration 3Q: 3 clusters Score -6840256 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -6841745.500000 Penalty: 5413.667480
	Iteration 4F: 3 clusters Score -6841746 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -6843915.000000 Penalty: 5413.667480
	Iteration 5F: 3 clusters Score -6843915 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -6846930.000000 Penalty: 5413.667480
	Iteration 6F: 3 clusters Score -6846930 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6850130.500000 Penalty: 5413.667480
	Iteration 7F: 3 clusters Score -6850130 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -6853341.000000 Penalty: 5413.667480
	Iteration 8F: 3 clusters Score -6853341 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -6855449.000000 Penalty: 5413.667480
	Iteration 9Q: 3 clusters Score -6855449 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -6856376.500000 Penalty: 5413.667480
	Iteration 10Q: 3 clusters Score -6856376 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -6856826.000000 Penalty: 5413.667480
	Iteration 11Q: 3 clusters Score -6856826 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -6857079.500000 Penalty: 5413.667480
	Iteration 12Q: 3 clusters Score -6857080 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -6857256.500000 Penalty: 5413.667480
	Iteration 13Q: 3 clusters Score -6857256 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -6857435.500000 Penalty: 5413.667480
	Iteration 14Q: 3 clusters Score -6857436 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -6857548.000000 Penalty: 5413.667480
	Iteration 15Q: 3 clusters Score -6857548 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -6857603.000000 Penalty: 5413.667480
	Iteration 16Q: 3 clusters Score -6857603 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6857702.000000 Penalty: 5413.667480
	Iteration 17Q: 3 clusters Score -6857702 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -6857793.500000 Penalty: 5413.667480
	Iteration 18Q: 3 clusters Score -6857794 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -6857855.500000 Penalty: 5413.667480
	Iteration 19Q: 3 clusters Score -6857856 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -6857951.500000 Penalty: 5413.667480
	Iteration 20F: 3 clusters Score -6857952 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6858069.500000 Penalty: 5413.667480
	Iteration 21Q: 3 clusters Score -6858070 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -6858179.000000 Penalty: 5413.667480
	Iteration 22Q: 3 clusters Score -6858179 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6858290.000000 Penalty: 5413.667480
	Iteration 23Q: 3 clusters Score -6858290 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -6858332.000000 Penalty: 5413.667480
	Iteration 24Q: 3 clusters Score -6858332 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6858394.500000 Penalty: 5413.667480
	Iteration 25Q: 3 clusters Score -6858394 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6858484.500000 Penalty: 5413.667480
	Iteration 26Q: 3 clusters Score -6858484 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -6858489.000000 Penalty: 5413.667480
	Iteration 27Q: 3 clusters Score -6858489 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6858498.500000 Penalty: 5413.667480
	Iteration 28Q: 3 clusters Score -6858498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -6858576.500000 Penalty: 5413.667480
	Iteration 29Q: 3 clusters Score -6858576 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -6858598.500000 Penalty: 5413.667480
	Iteration 30Q: 3 clusters Score -6858598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -6858612.500000 Penalty: 5413.667480
	Iteration 31Q: 3 clusters Score -6858612 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -6858655.500000 Penalty: 5413.667480
	Iteration 32Q: 3 clusters Score -6858656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -6858699.000000 Penalty: 5413.667480
	Iteration 33Q: 3 clusters Score -6858699 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -6858745.000000 Penalty: 5413.667480
	Iteration 34Q: 3 clusters Score -6858745 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -6858772.000000 Penalty: 5413.667480
	Iteration 35Q: 3 clusters Score -6858772 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -6858818.500000 Penalty: 5413.667480
	Iteration 36Q: 3 clusters Score -6858818 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6858817.000000 Penalty: 5413.667480
	Iteration 37Q: 3 clusters Score -6858817 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -6858838.500000 Penalty: 5413.667480
	Iteration 38Q: 3 clusters Score -6858838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -6858861.500000 Penalty: 5413.667480
	Iteration 39Q: 3 clusters Score -6858862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6858887.500000 Penalty: 5413.667480
	Iteration 40F: 3 clusters Score -6858888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6858896.000000 Penalty: 5413.667480
	Iteration 41Q: 3 clusters Score -6858896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -6858907.500000 Penalty: 5413.667480
	Iteration 42Q: 3 clusters Score -6858908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6858909.000000 Penalty: 5413.667480
	Iteration 43Q: 3 clusters Score -6858909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6858921.500000 Penalty: 5413.667480
	Iteration 44Q: 3 clusters Score -6858922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6858939.000000 Penalty: 5413.667480
	Iteration 45Q: 3 clusters Score -6858939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6858954.500000 Penalty: 5413.667480
	Iteration 46Q: 3 clusters Score -6858954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6858964.500000 Penalty: 5413.667480
	Iteration 47Q: 3 clusters Score -6858964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6858960.500000 Penalty: 5413.667480
	Iteration 48Q: 3 clusters Score -6858960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6858963.500000 Penalty: 5413.667480
	Iteration 49Q: 3 clusters Score -6858964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6858976.500000 Penalty: 5413.667480
	Iteration 50Q: 3 clusters Score -6858976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6858990.000000 Penalty: 5413.667480
	Iteration 51Q: 3 clusters Score -6858990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6858992.000000 Penalty: 5413.667480
	Iteration 52Q: 3 clusters Score -6858992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6858998.500000 Penalty: 5413.667480
	Iteration 53Q: 3 clusters Score -6858998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -6859019.000000 Penalty: 5413.667480
	Iteration 54Q: 3 clusters Score -6859019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6859042.000000 Penalty: 5413.667480
	Iteration 55Q: 3 clusters Score -6859042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6859068.000000 Penalty: 5413.667480
	Iteration 56Q: 3 clusters Score -6859068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6859067.500000 Penalty: 5413.667480
	Iteration 57Q: 3 clusters Score -6859068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6859061.000000 Penalty: 5413.667480
	Iteration 58Q: 3 clusters Score -6859061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6859054.000000 Penalty: 5413.667480
	Iteration 59Q: 3 clusters Score -6859054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6859063.500000 Penalty: 5413.667480
	Iteration 60F: 3 clusters Score -6859064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6859078.000000 Penalty: 5413.667480
	Iteration 61Q: 3 clusters Score -6859078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6859105.000000 Penalty: 5413.667480
	Iteration 62Q: 3 clusters Score -6859105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -6859114.500000 Penalty: 5413.667480
	Iteration 63Q: 3 clusters Score -6859114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -6859108.000000 Penalty: 5413.667480
	Iteration 64Q: 3 clusters Score -6859108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6859121.500000 Penalty: 5413.667480
	Iteration 65Q: 3 clusters Score -6859122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6859121.000000 Penalty: 5413.667480
	Iteration 66Q: 3 clusters Score -6859121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6859125.000000 Penalty: 5413.667480
	Iteration 67Q: 3 clusters Score -6859125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -6859135.000000 Penalty: 5413.667480
	Iteration 68Q: 3 clusters Score -6859135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6859131.500000 Penalty: 5413.667480
	Iteration 69Q: 3 clusters Score -6859132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6859136.000000 Penalty: 5413.667480
	Iteration 70Q: 3 clusters Score -6859136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6859136.500000 Penalty: 5413.667480
	Iteration 71Q: 3 clusters Score -6859136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6859128.500000 Penalty: 5413.667480
	Iteration 72Q: 3 clusters Score -6859128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6859131.500000 Penalty: 5413.667480
	Iteration 73Q: 3 clusters Score -6859132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6859138.500000 Penalty: 5413.667480
	Iteration 74Q: 3 clusters Score -6859138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6859141.500000 Penalty: 5413.667480
	Iteration 75Q: 3 clusters Score -6859142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6859146.500000 Penalty: 5413.667480
	Iteration 76Q: 3 clusters Score -6859146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6859150.000000 Penalty: 5413.667480
	Iteration 77Q: 3 clusters Score -6859150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6859159.500000 Penalty: 5413.667480
	Iteration 78Q: 3 clusters Score -6859160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6859168.500000 Penalty: 5413.667480
	Iteration 79Q: 3 clusters Score -6859168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6859171.000000 Penalty: 5413.667480
	Iteration 80F: 3 clusters Score -6859171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6859173.500000 Penalty: 5413.667480
	Iteration 81Q: 3 clusters Score -6859174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6859169.000000 Penalty: 5413.667480
	Iteration 82Q: 3 clusters Score -6859169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6859164.500000 Penalty: 5413.667480
	Iteration 83Q: 3 clusters Score -6859164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6859167.000000 Penalty: 5413.667480
	Iteration 84Q: 3 clusters Score -6859167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6859167.000000 Penalty: 5413.667480
	Iteration 85Q: 3 clusters Score -6859167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6859163.000000 Penalty: 5413.667480
	Iteration 86Q: 3 clusters Score -6859163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6859164.000000 Penalty: 5413.667480
	Iteration 87Q: 3 clusters Score -6859164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -6859163.500000 Penalty: 5413.667480
	Iteration 88Q: 3 clusters Score -6859164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -6859164.000000 Penalty: 5413.667480
	Iteration 89Q: 3 clusters Score -6859164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6859170.000000 Penalty: 5413.667480
	Iteration 90Q: 3 clusters Score -6859170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -6859164.000000 Penalty: 5413.667480
	Iteration 91Q: 3 clusters Score -6859164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6859160.000000 Penalty: 5413.667480
	Iteration 92Q: 3 clusters Score -6859160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6859166.500000 Penalty: 5413.667480
	Iteration 93Q: 3 clusters Score -6859166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6859161.000000 Penalty: 5413.667480
	Iteration 94Q: 3 clusters Score -6859161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6859165.000000 Penalty: 5413.667480
	Iteration 95Q: 3 clusters Score -6859165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6859167.000000 Penalty: 5413.667480
	Iteration 96Q: 3 clusters Score -6859167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6859165.500000 Penalty: 5413.667480
	Iteration 97Q: 3 clusters Score -6859166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6859165.500000 Penalty: 5413.667480
	Iteration 98F: 3 clusters Score -6859166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Entering Unmasked Estep 
Score: -6808151.500000 Penalty: 2704.340088
	Iteration 0F: 2 clusters Score -6808152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -6771515.000000 Penalty: 5408.680176
	Iteration 0F: 3 clusters Score -6771515 nChanged 25300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -6785435.000000 Penalty: 5408.680176
	Iteration 1F: 3 clusters Score -6785435 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -6785959.000000 Penalty: 5408.680176
	Iteration 2Q: 3 clusters Score -6785959 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6786434.000000 Penalty: 5408.680176
	Iteration 3Q: 3 clusters Score -6786434 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -6786932.000000 Penalty: 5408.680176
	Iteration 4Q: 3 clusters Score -6786932 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -6787416.500000 Penalty: 5408.680176
	Iteration 5Q: 3 clusters Score -6787416 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -6788201.500000 Penalty: 5408.680176
	Iteration 6Q: 3 clusters Score -6788202 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -6789282.500000 Penalty: 5408.680176
	Iteration 7Q: 3 clusters Score -6789282 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -6791100.000000 Penalty: 5408.680176
	Iteration 8F: 3 clusters Score -6791100 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -6793784.500000 Penalty: 5408.680176
	Iteration 9F: 3 clusters Score -6793784 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6797312.000000 Penalty: 5408.680176
	Iteration 10F: 3 clusters Score -6797312 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6800917.500000 Penalty: 5408.680176
	Iteration 11F: 3 clusters Score -6800918 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -6803530.000000 Penalty: 5408.680176
	Iteration 12F: 3 clusters Score -6803530 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -6804853.500000 Penalty: 5408.680176
	Iteration 13Q: 3 clusters Score -6804854 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -6805376.500000 Penalty: 5408.680176
	Iteration 14Q: 3 clusters Score -6805376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -6805592.500000 Penalty: 5408.680176
	Iteration 15Q: 3 clusters Score -6805592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -6805674.500000 Penalty: 5408.680176
	Iteration 16Q: 3 clusters Score -6805674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6805716.500000 Penalty: 5408.680176
	Iteration 17Q: 3 clusters Score -6805716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -6805745.000000 Penalty: 5408.680176
	Iteration 18Q: 3 clusters Score -6805745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -6805754.000000 Penalty: 5408.680176
	Iteration 19Q: 3 clusters Score -6805754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -6805777.000000 Penalty: 5408.680176
	Iteration 20F: 3 clusters Score -6805777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -6805786.000000 Penalty: 5408.680176
	Iteration 21Q: 3 clusters Score -6805786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -6805793.000000 Penalty: 5408.680176
	Iteration 22Q: 3 clusters Score -6805793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -6805791.000000 Penalty: 5408.680176
	Iteration 23Q: 3 clusters Score -6805791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -6805799.000000 Penalty: 5408.680176
	Iteration 24Q: 3 clusters Score -6805799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -6805799.000000 Penalty: 5408.680176
	Iteration 25F: 3 clusters Score -6805799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Entering Unmasked Estep 
Score: -10373871.000000 Penalty: 2812.788330
	Iteration 0F: 2 clusters Score -1.037387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -10317343.000000 Penalty: 5625.576660
	Iteration 0F: 3 clusters Score -1.031734e+07 nChanged 39721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -10339889.000000 Penalty: 5625.576660
	Iteration 1F: 3 clusters Score -1.033989e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -10340561.000000 Penalty: 5625.576660
	Iteration 2Q: 3 clusters Score -1.034056e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -10341322.000000 Penalty: 5625.576660
	Iteration 3Q: 3 clusters Score -1.034132e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -10342222.000000 Penalty: 5625.576660
	Iteration 4Q: 3 clusters Score -1.034222e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -10343758.000000 Penalty: 5625.576660
	Iteration 5Q: 3 clusters Score -1.034376e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -10346269.000000 Penalty: 5625.576660
	Iteration 6F: 3 clusters Score -1.034627e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -10350175.000000 Penalty: 5625.576660
	Iteration 7F: 3 clusters Score -1.035018e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -10355351.000000 Penalty: 5625.576660
	Iteration 8F: 3 clusters Score -1.035535e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -10360610.000000 Penalty: 5625.576660
	Iteration 9F: 3 clusters Score -1.036061e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -10365081.000000 Penalty: 5625.576660
	Iteration 10F: 3 clusters Score -1.036508e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -10368048.000000 Penalty: 5625.576660
	Iteration 11Q: 3 clusters Score -1.036805e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -10369649.000000 Penalty: 5625.576660
	Iteration 12Q: 3 clusters Score -1.036965e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -10370432.000000 Penalty: 5625.576660
	Iteration 13Q: 3 clusters Score -1.037043e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -10370858.000000 Penalty: 5625.576660
	Iteration 14Q: 3 clusters Score -1.037086e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -10371177.000000 Penalty: 5625.576660
	Iteration 15Q: 3 clusters Score -1.037118e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10371391.000000 Penalty: 5625.576660
	Iteration 16Q: 3 clusters Score -1.037139e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -10371625.000000 Penalty: 5625.576660
	Iteration 17Q: 3 clusters Score -1.037162e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -10371788.000000 Penalty: 5625.576660
	Iteration 18Q: 3 clusters Score -1.037179e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -10371879.000000 Penalty: 5625.576660
	Iteration 19Q: 3 clusters Score -1.037188e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -10371955.000000 Penalty: 5625.576660
	Iteration 20F: 3 clusters Score -1.037196e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -10372042.000000 Penalty: 5625.576660
	Iteration 21Q: 3 clusters Score -1.037204e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -10372095.000000 Penalty: 5625.576660
	Iteration 22Q: 3 clusters Score -1.03721e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -10372115.000000 Penalty: 5625.576660
	Iteration 23Q: 3 clusters Score -1.037212e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -10372161.000000 Penalty: 5625.576660
	Iteration 24Q: 3 clusters Score -1.037216e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -10372205.000000 Penalty: 5625.576660
	Iteration 25Q: 3 clusters Score -1.03722e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -10372242.000000 Penalty: 5625.576660
	Iteration 26Q: 3 clusters Score -1.037224e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -10372253.000000 Penalty: 5625.576660
	Iteration 27Q: 3 clusters Score -1.037225e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -10372280.000000 Penalty: 5625.576660
	Iteration 28Q: 3 clusters Score -1.037228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10372322.000000 Penalty: 5625.576660
	Iteration 29Q: 3 clusters Score -1.037232e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -10372319.000000 Penalty: 5625.576660
	Iteration 30Q: 3 clusters Score -1.037232e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -10372336.000000 Penalty: 5625.576660
	Iteration 31Q: 3 clusters Score -1.037234e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -10372311.000000 Penalty: 5625.576660
	Iteration 32Q: 3 clusters Score -1.037231e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 81163 members 
Entering Unmasked Estep 
Score: -10372325.000000 Penalty: 5625.576660
	Iteration 33Q: 3 clusters Score -1.037232e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -10372332.000000 Penalty: 5625.576660
	Iteration 34Q: 3 clusters Score -1.037233e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -10372350.000000 Penalty: 5625.576660
	Iteration 35Q: 3 clusters Score -1.037235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -10372371.000000 Penalty: 5625.576660
	Iteration 36Q: 3 clusters Score -1.037237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -10372356.000000 Penalty: 5625.576660
	Iteration 37Q: 3 clusters Score -1.037236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -10372356.000000 Penalty: 5625.576660
	Iteration 38Q: 3 clusters Score -1.037236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10372354.000000 Penalty: 5625.576660
	Iteration 39Q: 3 clusters Score -1.037235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -10372358.000000 Penalty: 5625.576660
	Iteration 40F: 3 clusters Score -1.037236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -10372354.000000 Penalty: 5625.576660
	Iteration 41Q: 3 clusters Score -1.037235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -10372356.000000 Penalty: 5625.576660
	Iteration 42Q: 3 clusters Score -1.037236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -10372358.000000 Penalty: 5625.576660
	Iteration 43Q: 3 clusters Score -1.037236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -10372352.000000 Penalty: 5625.576660
	Iteration 44Q: 3 clusters Score -1.037235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -10372356.000000 Penalty: 5625.576660
	Iteration 45Q: 3 clusters Score -1.037236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -10372346.000000 Penalty: 5625.576660
	Iteration 46Q: 3 clusters Score -1.037235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -10372352.000000 Penalty: 5625.576660
	Iteration 47Q: 3 clusters Score -1.037235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -10372369.000000 Penalty: 5625.576660
	Iteration 48Q: 3 clusters Score -1.037237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 81480 members 
Entering Unmasked Estep 
Score: -10372370.000000 Penalty: 5625.576660
	Iteration 49Q: 3 clusters Score -1.037237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -10372378.000000 Penalty: 5625.576660
	Iteration 50Q: 3 clusters Score -1.037238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -10372376.000000 Penalty: 5625.576660
	Iteration 51Q: 3 clusters Score -1.037238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -10372386.000000 Penalty: 5625.576660
	Iteration 52Q: 3 clusters Score -1.037239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -10372381.000000 Penalty: 5625.576660
	Iteration 53Q: 3 clusters Score -1.037238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -10372388.000000 Penalty: 5625.576660
	Iteration 54Q: 3 clusters Score -1.037239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -10372388.000000 Penalty: 5625.576660
	Iteration 55Q: 3 clusters Score -1.037239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -10372393.000000 Penalty: 5625.576660
	Iteration 56Q: 3 clusters Score -1.037239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 81554 members 
Entering Unmasked Estep 
Score: -10372398.000000 Penalty: 5625.576660
	Iteration 57Q: 3 clusters Score -1.03724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 81557 members 
Entering Unmasked Estep 
Score: -10372401.000000 Penalty: 5625.576660
	Iteration 58Q: 3 clusters Score -1.03724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -10372410.000000 Penalty: 5625.576660
	Iteration 59Q: 3 clusters Score -1.037241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -10372405.000000 Penalty: 5625.576660
	Iteration 60F: 3 clusters Score -1.03724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -10372404.000000 Penalty: 5625.576660
	Iteration 61Q: 3 clusters Score -1.03724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10372409.000000 Penalty: 5625.576660
	Iteration 62Q: 3 clusters Score -1.037241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 81573 members 
Entering Unmasked Estep 
Score: -10372416.000000 Penalty: 5625.576660
	Iteration 63Q: 3 clusters Score -1.037242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -10372410.000000 Penalty: 5625.576660
	Iteration 64Q: 3 clusters Score -1.037241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -10372418.000000 Penalty: 5625.576660
	Iteration 65Q: 3 clusters Score -1.037242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -10372419.000000 Penalty: 5625.576660
	Iteration 66Q: 3 clusters Score -1.037242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -10372409.000000 Penalty: 5625.576660
	Iteration 67Q: 3 clusters Score -1.037241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -10372409.000000 Penalty: 5625.576660
	Iteration 68Q: 3 clusters Score -1.037241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -10372419.000000 Penalty: 5625.576660
	Iteration 69Q: 3 clusters Score -1.037242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -10372417.000000 Penalty: 5625.576660
	Iteration 70Q: 3 clusters Score -1.037242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -10372417.000000 Penalty: 5625.576660
	Iteration 71F: 3 clusters Score -1.037242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -295687.156250 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -295687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -292782.000000 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -292782 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -293329.875000 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -293329.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -293484.875000 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -293484.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -293548.500000 Penalty: 3861.923828
	Iteration 3Q: 3 clusters Score -293548.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -293592.687500 Penalty: 3861.923828
	Iteration 4Q: 3 clusters Score -293592.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -293624.218750 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -293624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -293644.937500 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -293644.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -293660.250000 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -293660.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -293674.250000 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -293674.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -293688.562500 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -293688.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -293699.406250 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -293699.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293708.906250 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -293708.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293718.437500 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -293718.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -293725.031250 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -293725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -293732.343750 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -293732.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -293736.187500 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -293736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -293740.031250 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -293740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -293742.906250 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -293742.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -293744.250000 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -293744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -293744.562500 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -293744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -293744.562500 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -293744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Entering Unmasked Estep 
Score: -1321107.000000 Penalty: 2305.126709
	Iteration 0F: 2 clusters Score -1321107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1312875.625000 Penalty: 4610.253418
	Iteration 0F: 3 clusters Score -1312876 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1315332.875000 Penalty: 4610.253418
	Iteration 1F: 3 clusters Score -1315333 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1315743.125000 Penalty: 4610.253418
	Iteration 2F: 3 clusters Score -1315743 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1316090.375000 Penalty: 4610.253418
	Iteration 3F: 3 clusters Score -1316090 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1316392.500000 Penalty: 4610.253418
	Iteration 4F: 3 clusters Score -1316392 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1316684.250000 Penalty: 4610.253418
	Iteration 5Q: 3 clusters Score -1316684 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1317029.625000 Penalty: 4610.253418
	Iteration 6Q: 3 clusters Score -1317030 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1317367.875000 Penalty: 4610.253418
	Iteration 7Q: 3 clusters Score -1317368 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1317653.125000 Penalty: 4610.253418
	Iteration 8Q: 3 clusters Score -1317653 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1317886.000000 Penalty: 4610.253418
	Iteration 9Q: 3 clusters Score -1317886 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1318080.750000 Penalty: 4610.253418
	Iteration 10Q: 3 clusters Score -1318081 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1318233.625000 Penalty: 4610.253418
	Iteration 11Q: 3 clusters Score -1318234 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1318372.875000 Penalty: 4610.253418
	Iteration 12Q: 3 clusters Score -1318373 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1318488.375000 Penalty: 4610.253418
	Iteration 13Q: 3 clusters Score -1318488 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1318593.375000 Penalty: 4610.253418
	Iteration 14Q: 3 clusters Score -1318593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1318685.875000 Penalty: 4610.253418
	Iteration 15Q: 3 clusters Score -1318686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1318781.875000 Penalty: 4610.253418
	Iteration 16Q: 3 clusters Score -1318782 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1318842.500000 Penalty: 4610.253418
	Iteration 17Q: 3 clusters Score -1318842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1318900.125000 Penalty: 4610.253418
	Iteration 18Q: 3 clusters Score -1318900 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1318950.125000 Penalty: 4610.253418
	Iteration 19Q: 3 clusters Score -1318950 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1319003.750000 Penalty: 4610.253418
	Iteration 20F: 3 clusters Score -1319004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1319054.875000 Penalty: 4610.253418
	Iteration 21Q: 3 clusters Score -1319055 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1319117.250000 Penalty: 4610.253418
	Iteration 22Q: 3 clusters Score -1319117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1319169.875000 Penalty: 4610.253418
	Iteration 23Q: 3 clusters Score -1319170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1319227.125000 Penalty: 4610.253418
	Iteration 24Q: 3 clusters Score -1319227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1319299.125000 Penalty: 4610.253418
	Iteration 25Q: 3 clusters Score -1319299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1319368.125000 Penalty: 4610.253418
	Iteration 26Q: 3 clusters Score -1319368 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1319423.750000 Penalty: 4610.253418
	Iteration 27Q: 3 clusters Score -1319424 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1319478.500000 Penalty: 4610.253418
	Iteration 28Q: 3 clusters Score -1319478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1319525.000000 Penalty: 4610.253418
	Iteration 29Q: 3 clusters Score -1319525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1319572.000000 Penalty: 4610.253418
	Iteration 30Q: 3 clusters Score -1319572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1319617.375000 Penalty: 4610.253418
	Iteration 31Q: 3 clusters Score -1319617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1319652.625000 Penalty: 4610.253418
	Iteration 32Q: 3 clusters Score -1319653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1319682.125000 Penalty: 4610.253418
	Iteration 33Q: 3 clusters Score -1319682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1319707.250000 Penalty: 4610.253418
	Iteration 34Q: 3 clusters Score -1319707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1319728.375000 Penalty: 4610.253418
	Iteration 35Q: 3 clusters Score -1319728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1319745.125000 Penalty: 4610.253418
	Iteration 36Q: 3 clusters Score -1319745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1319755.250000 Penalty: 4610.253418
	Iteration 37Q: 3 clusters Score -1319755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1319763.750000 Penalty: 4610.253418
	Iteration 38Q: 3 clusters Score -1319764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1319771.750000 Penalty: 4610.253418
	Iteration 39Q: 3 clusters Score -1319772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1319778.000000 Penalty: 4610.253418
	Iteration 40F: 3 clusters Score -1319778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1319790.250000 Penalty: 4610.253418
	Iteration 41Q: 3 clusters Score -1319790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1319789.875000 Penalty: 4610.253418
	Iteration 42Q: 3 clusters Score -1319790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1319793.625000 Penalty: 4610.253418
	Iteration 43Q: 3 clusters Score -1319794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1319792.000000 Penalty: 4610.253418
	Iteration 44Q: 3 clusters Score -1319792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1319797.375000 Penalty: 4610.253418
	Iteration 45Q: 3 clusters Score -1319797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1319799.875000 Penalty: 4610.253418
	Iteration 46Q: 3 clusters Score -1319800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1319802.000000 Penalty: 4610.253418
	Iteration 47Q: 3 clusters Score -1319802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1319805.125000 Penalty: 4610.253418
	Iteration 48Q: 3 clusters Score -1319805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1319805.125000 Penalty: 4610.253418
	Iteration 49Q: 3 clusters Score -1319805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1319807.875000 Penalty: 4610.253418
	Iteration 50Q: 3 clusters Score -1319808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1319808.750000 Penalty: 4610.253418
	Iteration 51Q: 3 clusters Score -1319809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1319809.125000 Penalty: 4610.253418
	Iteration 52Q: 3 clusters Score -1319809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1319812.625000 Penalty: 4610.253418
	Iteration 53Q: 3 clusters Score -1319813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1319812.250000 Penalty: 4610.253418
	Iteration 54Q: 3 clusters Score -1319812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1319813.375000 Penalty: 4610.253418
	Iteration 55Q: 3 clusters Score -1319813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1319814.375000 Penalty: 4610.253418
	Iteration 56Q: 3 clusters Score -1319814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1319819.250000 Penalty: 4610.253418
	Iteration 57Q: 3 clusters Score -1319819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1319820.125000 Penalty: 4610.253418
	Iteration 58Q: 3 clusters Score -1319820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1319820.000000 Penalty: 4610.253418
	Iteration 59Q: 3 clusters Score -1319820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1319816.875000 Penalty: 4610.253418
	Iteration 60F: 3 clusters Score -1319817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1319817.000000 Penalty: 4610.253418
	Iteration 61Q: 3 clusters Score -1319817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1319817.000000 Penalty: 4610.253418
	Iteration 62F: 3 clusters Score -1319817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Entering Unmasked Estep 
Score: -2297807.000000 Penalty: 2445.695557
	Iteration 0F: 2 clusters Score -2297807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2284257.250000 Penalty: 4891.391113
	Iteration 0F: 3 clusters Score -2284257 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2288686.750000 Penalty: 4891.391113
	Iteration 1F: 3 clusters Score -2288687 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2289102.000000 Penalty: 4891.391113
	Iteration 2F: 3 clusters Score -2289102 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2289483.500000 Penalty: 4891.391113
	Iteration 3Q: 3 clusters Score -2289484 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2289900.250000 Penalty: 4891.391113
	Iteration 4Q: 3 clusters Score -2289900 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2290373.750000 Penalty: 4891.391113
	Iteration 5Q: 3 clusters Score -2290374 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2290957.250000 Penalty: 4891.391113
	Iteration 6F: 3 clusters Score -2290957 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2291647.000000 Penalty: 4891.391113
	Iteration 7F: 3 clusters Score -2291647 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2292466.750000 Penalty: 4891.391113
	Iteration 8F: 3 clusters Score -2292467 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2293280.000000 Penalty: 4891.391113
	Iteration 9F: 3 clusters Score -2293280 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2294035.500000 Penalty: 4891.391113
	Iteration 10Q: 3 clusters Score -2294036 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2294591.250000 Penalty: 4891.391113
	Iteration 11Q: 3 clusters Score -2294591 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2294968.500000 Penalty: 4891.391113
	Iteration 12Q: 3 clusters Score -2294968 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2295219.250000 Penalty: 4891.391113
	Iteration 13Q: 3 clusters Score -2295219 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2295400.500000 Penalty: 4891.391113
	Iteration 14Q: 3 clusters Score -2295400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2295524.000000 Penalty: 4891.391113
	Iteration 15Q: 3 clusters Score -2295524 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2295590.250000 Penalty: 4891.391113
	Iteration 16Q: 3 clusters Score -2295590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2295640.000000 Penalty: 4891.391113
	Iteration 17Q: 3 clusters Score -2295640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2295681.500000 Penalty: 4891.391113
	Iteration 18Q: 3 clusters Score -2295682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2295716.750000 Penalty: 4891.391113
	Iteration 19Q: 3 clusters Score -2295717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2295735.250000 Penalty: 4891.391113
	Iteration 20F: 3 clusters Score -2295735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2295753.000000 Penalty: 4891.391113
	Iteration 21Q: 3 clusters Score -2295753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2295765.000000 Penalty: 4891.391113
	Iteration 22Q: 3 clusters Score -2295765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2295770.250000 Penalty: 4891.391113
	Iteration 23Q: 3 clusters Score -2295770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2295773.750000 Penalty: 4891.391113
	Iteration 24Q: 3 clusters Score -2295774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2295782.750000 Penalty: 4891.391113
	Iteration 25Q: 3 clusters Score -2295783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2295791.250000 Penalty: 4891.391113
	Iteration 26Q: 3 clusters Score -2295791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2295795.000000 Penalty: 4891.391113
	Iteration 27Q: 3 clusters Score -2295795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2295795.250000 Penalty: 4891.391113
	Iteration 28Q: 3 clusters Score -2295795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2295808.000000 Penalty: 4891.391113
	Iteration 29Q: 3 clusters Score -2295808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2295804.500000 Penalty: 4891.391113
	Iteration 30Q: 3 clusters Score -2295804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2295804.500000 Penalty: 4891.391113
	Iteration 31Q: 3 clusters Score -2295804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2295804.750000 Penalty: 4891.391113
	Iteration 32Q: 3 clusters Score -2295805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2295808.000000 Penalty: 4891.391113
	Iteration 33Q: 3 clusters Score -2295808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2295808.000000 Penalty: 4891.391113
	Iteration 34F: 3 clusters Score -2295808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -143805.765625 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -143805.8 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 612 members 
Entering Unmasked Estep 
Score: -141717.062500 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -141717.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142087.437500 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -142087.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142201.171875 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -142201.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142309.343750 Penalty: 3517.091309
	Iteration 3Q: 3 clusters Score -142309.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -142403.468750 Penalty: 3517.091309
	Iteration 4Q: 3 clusters Score -142403.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -142476.218750 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -142476.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -142543.359375 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -142543.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142610.406250 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -142610.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142671.453125 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -142671.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142711.625000 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -142711.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -142737.906250 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -142737.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142757.765625 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -142757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -142770.515625 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -142770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -142778.312500 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -142778.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142782.359375 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -142782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -142783.625000 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -142783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142784.140625 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -142784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -142784.140625 Penalty: 3517.091309
	Iteration 17F: 3 clusters Score -142784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -100820.125000 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -100820.1 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 481 members 
Entering Unmasked Estep 
Score: -98960.296875 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -98960.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99197.171875 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -99197.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99279.015625 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -99279.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99335.804688 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -99335.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99373.921875 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -99373.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99404.054688 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -99404.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99424.664062 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -99424.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99452.234375 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -99452.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99469.968750 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -99469.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99481.304688 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -99481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99488.726562 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -99488.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99493.781250 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -99493.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99509.695312 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -99509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99516.593750 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -99516.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99521.171875 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -99521.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99528.656250 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -99528.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99532.046875 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -99532.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99533.195312 Penalty: 3372.331787
	Iteration 17Q: 3 clusters Score -99533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99533.195312 Penalty: 3372.331787
	Iteration 18F: 3 clusters Score -99533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (78119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Entering Unmasked Estep 
Score: -9283831.000000 Penalty: 2793.965088
	Iteration 0F: 2 clusters Score -9283831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -9231446.000000 Penalty: 5587.930176
	Iteration 0F: 3 clusters Score -9231446 nChanged 36790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -9252158.000000 Penalty: 5587.930176
	Iteration 1F: 3 clusters Score -9252158 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -9253015.000000 Penalty: 5587.930176
	Iteration 2Q: 3 clusters Score -9253015 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -9253963.000000 Penalty: 5587.930176
	Iteration 3Q: 3 clusters Score -9253963 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -9255108.000000 Penalty: 5587.930176
	Iteration 4Q: 3 clusters Score -9255108 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -9256770.000000 Penalty: 5587.930176
	Iteration 5Q: 3 clusters Score -9256770 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -9259216.000000 Penalty: 5587.930176
	Iteration 6F: 3 clusters Score -9259216 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -9262916.000000 Penalty: 5587.930176
	Iteration 7F: 3 clusters Score -9262916 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -9267357.000000 Penalty: 5587.930176
	Iteration 8F: 3 clusters Score -9267357 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63702 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -9271937.000000 Penalty: 5587.930176
	Iteration 9F: 3 clusters Score -9271937 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -9275443.000000 Penalty: 5587.930176
	Iteration 10Q: 3 clusters Score -9275443 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -9277717.000000 Penalty: 5587.930176
	Iteration 11Q: 3 clusters Score -9277717 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9279209.000000 Penalty: 5587.930176
	Iteration 12Q: 3 clusters Score -9279209 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -9280167.000000 Penalty: 5587.930176
	Iteration 13Q: 3 clusters Score -9280167 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -9280736.000000 Penalty: 5587.930176
	Iteration 14Q: 3 clusters Score -9280736 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -9281058.000000 Penalty: 5587.930176
	Iteration 15Q: 3 clusters Score -9281058 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -9281293.000000 Penalty: 5587.930176
	Iteration 16Q: 3 clusters Score -9281293 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9281473.000000 Penalty: 5587.930176
	Iteration 17Q: 3 clusters Score -9281473 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9281581.000000 Penalty: 5587.930176
	Iteration 18Q: 3 clusters Score -9281581 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9281685.000000 Penalty: 5587.930176
	Iteration 19Q: 3 clusters Score -9281685 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9281776.000000 Penalty: 5587.930176
	Iteration 20F: 3 clusters Score -9281776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9281842.000000 Penalty: 5587.930176
	Iteration 21Q: 3 clusters Score -9281842 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9281878.000000 Penalty: 5587.930176
	Iteration 22Q: 3 clusters Score -9281878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -9281938.000000 Penalty: 5587.930176
	Iteration 23Q: 3 clusters Score -9281938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9281959.000000 Penalty: 5587.930176
	Iteration 24Q: 3 clusters Score -9281959 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -9281976.000000 Penalty: 5587.930176
	Iteration 25Q: 3 clusters Score -9281976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -9281998.000000 Penalty: 5587.930176
	Iteration 26Q: 3 clusters Score -9281998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -9282017.000000 Penalty: 5587.930176
	Iteration 27Q: 3 clusters Score -9282017 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9282040.000000 Penalty: 5587.930176
	Iteration 28Q: 3 clusters Score -9282040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9282058.000000 Penalty: 5587.930176
	Iteration 29Q: 3 clusters Score -9282058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9282067.000000 Penalty: 5587.930176
	Iteration 30Q: 3 clusters Score -9282067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9282075.000000 Penalty: 5587.930176
	Iteration 31Q: 3 clusters Score -9282075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9282072.000000 Penalty: 5587.930176
	Iteration 32Q: 3 clusters Score -9282072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9282085.000000 Penalty: 5587.930176
	Iteration 33Q: 3 clusters Score -9282085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9282082.000000 Penalty: 5587.930176
	Iteration 34Q: 3 clusters Score -9282082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9282089.000000 Penalty: 5587.930176
	Iteration 35Q: 3 clusters Score -9282089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -9282102.000000 Penalty: 5587.930176
	Iteration 36Q: 3 clusters Score -9282102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -9282106.000000 Penalty: 5587.930176
	Iteration 37Q: 3 clusters Score -9282106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9282101.000000 Penalty: 5587.930176
	Iteration 38Q: 3 clusters Score -9282101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9282099.000000 Penalty: 5587.930176
	Iteration 39Q: 3 clusters Score -9282099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9282108.000000 Penalty: 5587.930176
	Iteration 40F: 3 clusters Score -9282108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9282099.000000 Penalty: 5587.930176
	Iteration 41Q: 3 clusters Score -9282099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9282114.000000 Penalty: 5587.930176
	Iteration 42Q: 3 clusters Score -9282114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9282115.000000 Penalty: 5587.930176
	Iteration 43Q: 3 clusters Score -9282115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9282117.000000 Penalty: 5587.930176
	Iteration 44Q: 3 clusters Score -9282117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9282113.000000 Penalty: 5587.930176
	Iteration 45Q: 3 clusters Score -9282113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9282121.000000 Penalty: 5587.930176
	Iteration 46Q: 3 clusters Score -9282121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9282126.000000 Penalty: 5587.930176
	Iteration 47Q: 3 clusters Score -9282126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9282119.000000 Penalty: 5587.930176
	Iteration 48Q: 3 clusters Score -9282119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9282116.000000 Penalty: 5587.930176
	Iteration 49Q: 3 clusters Score -9282116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -9282115.000000 Penalty: 5587.930176
	Iteration 50Q: 3 clusters Score -9282115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9282116.000000 Penalty: 5587.930176
	Iteration 51Q: 3 clusters Score -9282116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9282111.000000 Penalty: 5587.930176
	Iteration 52Q: 3 clusters Score -9282111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9282115.000000 Penalty: 5587.930176
	Iteration 53Q: 3 clusters Score -9282115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9282106.000000 Penalty: 5587.930176
	Iteration 54Q: 3 clusters Score -9282106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9282116.000000 Penalty: 5587.930176
	Iteration 55Q: 3 clusters Score -9282116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9282116.000000 Penalty: 5587.930176
	Iteration 56Q: 3 clusters Score -9282116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9282111.000000 Penalty: 5587.930176
	Iteration 57Q: 3 clusters Score -9282111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9282111.000000 Penalty: 5587.930176
	Iteration 58Q: 3 clusters Score -9282111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9282118.000000 Penalty: 5587.930176
	Iteration 59Q: 3 clusters Score -9282118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9282118.000000 Penalty: 5587.930176
	Iteration 60F: 3 clusters Score -9282118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Entering Unmasked Estep 
Score: -5746929.000000 Penalty: 2665.701660
	Iteration 0F: 2 clusters Score -5746929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5715348.500000 Penalty: 5331.403320
	Iteration 0F: 3 clusters Score -5715348 nChanged 21539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5727437.000000 Penalty: 5331.403320
	Iteration 1F: 3 clusters Score -5727437 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5728026.000000 Penalty: 5331.403320
	Iteration 2Q: 3 clusters Score -5728026 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -5728732.500000 Penalty: 5331.403320
	Iteration 3Q: 3 clusters Score -5728732 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5729669.000000 Penalty: 5331.403320
	Iteration 4Q: 3 clusters Score -5729669 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -5731003.000000 Penalty: 5331.403320
	Iteration 5F: 3 clusters Score -5731003 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5732924.000000 Penalty: 5331.403320
	Iteration 6F: 3 clusters Score -5732924 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -5735330.500000 Penalty: 5331.403320
	Iteration 7F: 3 clusters Score -5735330 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -5737653.500000 Penalty: 5331.403320
	Iteration 8F: 3 clusters Score -5737654 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5739727.500000 Penalty: 5331.403320
	Iteration 9F: 3 clusters Score -5739728 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5741391.000000 Penalty: 5331.403320
	Iteration 10Q: 3 clusters Score -5741391 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5742597.500000 Penalty: 5331.403320
	Iteration 11Q: 3 clusters Score -5742598 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5743368.000000 Penalty: 5331.403320
	Iteration 12Q: 3 clusters Score -5743368 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5743820.500000 Penalty: 5331.403320
	Iteration 13Q: 3 clusters Score -5743820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5744097.500000 Penalty: 5331.403320
	Iteration 14Q: 3 clusters Score -5744098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5744255.500000 Penalty: 5331.403320
	Iteration 15Q: 3 clusters Score -5744256 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5744352.000000 Penalty: 5331.403320
	Iteration 16Q: 3 clusters Score -5744352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5744411.500000 Penalty: 5331.403320
	Iteration 17Q: 3 clusters Score -5744412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5744463.000000 Penalty: 5331.403320
	Iteration 18Q: 3 clusters Score -5744463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5744520.500000 Penalty: 5331.403320
	Iteration 19Q: 3 clusters Score -5744520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5744579.000000 Penalty: 5331.403320
	Iteration 20F: 3 clusters Score -5744579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5744598.500000 Penalty: 5331.403320
	Iteration 21Q: 3 clusters Score -5744598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5744628.500000 Penalty: 5331.403320
	Iteration 22Q: 3 clusters Score -5744628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5744643.000000 Penalty: 5331.403320
	Iteration 23Q: 3 clusters Score -5744643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5744645.000000 Penalty: 5331.403320
	Iteration 24Q: 3 clusters Score -5744645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5744657.500000 Penalty: 5331.403320
	Iteration 25Q: 3 clusters Score -5744658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5744666.500000 Penalty: 5331.403320
	Iteration 26Q: 3 clusters Score -5744666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5744667.500000 Penalty: 5331.403320
	Iteration 27Q: 3 clusters Score -5744668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5744670.000000 Penalty: 5331.403320
	Iteration 28Q: 3 clusters Score -5744670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5744668.000000 Penalty: 5331.403320
	Iteration 29Q: 3 clusters Score -5744668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5744678.000000 Penalty: 5331.403320
	Iteration 30Q: 3 clusters Score -5744678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5744675.000000 Penalty: 5331.403320
	Iteration 31Q: 3 clusters Score -5744675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5744675.000000 Penalty: 5331.403320
	Iteration 32F: 3 clusters Score -5744675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -117000.640625 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -117000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115050.078125 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -115050.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -115475.687500 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -115475.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -115733.203125 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -115733.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -115907.640625 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -115907.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115987.148438 Penalty: 3441.389160
	Iteration 4Q: 3 clusters Score -115987.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -116045.578125 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -116045.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116106.546875 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -116106.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -116164.257812 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -116164.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -116195.757812 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -116195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -116215.492188 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -116215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -116226.445312 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -116226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -116226.445312 Penalty: 3441.389160
	Iteration 11F: 3 clusters Score -116226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -97883.585938 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -97883.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96110.054688 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -96110.05 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96576.390625 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -96576.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96929.375000 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -96929.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97135.226562 Penalty: 3376.735596
	Iteration 3Q: 3 clusters Score -97135.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97211.898438 Penalty: 3376.735596
	Iteration 4Q: 3 clusters Score -97211.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97254.312500 Penalty: 3376.735596
	Iteration 5Q: 3 clusters Score -97254.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97283.875000 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -97283.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97302.218750 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -97302.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97323.367188 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -97323.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97339.351562 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -97339.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97360.515625 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -97360.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97384.609375 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -97384.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97397.171875 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -97397.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -97406.601562 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -97406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97413.851562 Penalty: 3376.735596
	Iteration 14Q: 3 clusters Score -97413.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97419.148438 Penalty: 3376.735596
	Iteration 15Q: 3 clusters Score -97419.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97425.304688 Penalty: 3376.735596
	Iteration 16Q: 3 clusters Score -97425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97434.875000 Penalty: 3376.735596
	Iteration 17Q: 3 clusters Score -97434.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97441.375000 Penalty: 3376.735596
	Iteration 18Q: 3 clusters Score -97441.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97445.773438 Penalty: 3376.735596
	Iteration 19Q: 3 clusters Score -97445.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -97447.828125 Penalty: 3376.735596
	Iteration 20F: 3 clusters Score -97447.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97450.210938 Penalty: 3376.735596
	Iteration 21Q: 3 clusters Score -97450.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97452.046875 Penalty: 3376.735596
	Iteration 22Q: 3 clusters Score -97452.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97456.226562 Penalty: 3376.735596
	Iteration 23Q: 3 clusters Score -97456.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -97463.484375 Penalty: 3376.735596
	Iteration 24Q: 3 clusters Score -97463.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -97471.046875 Penalty: 3376.735596
	Iteration 25Q: 3 clusters Score -97471.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97478.703125 Penalty: 3376.735596
	Iteration 26Q: 3 clusters Score -97478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97481.523438 Penalty: 3376.735596
	Iteration 27Q: 3 clusters Score -97481.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -97482.835938 Penalty: 3376.735596
	Iteration 28Q: 3 clusters Score -97482.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97484.406250 Penalty: 3376.735596
	Iteration 29Q: 3 clusters Score -97484.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97491.179688 Penalty: 3376.735596
	Iteration 30Q: 3 clusters Score -97491.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -97498.382812 Penalty: 3376.735596
	Iteration 31Q: 3 clusters Score -97498.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97506.828125 Penalty: 3376.735596
	Iteration 32Q: 3 clusters Score -97506.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97525.945312 Penalty: 3376.735596
	Iteration 33Q: 3 clusters Score -97525.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97552.710938 Penalty: 3376.735596
	Iteration 34Q: 3 clusters Score -97552.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97571.500000 Penalty: 3376.735596
	Iteration 35Q: 3 clusters Score -97571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97590.460938 Penalty: 3376.735596
	Iteration 36Q: 3 clusters Score -97590.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -97599.421875 Penalty: 3376.735596
	Iteration 37Q: 3 clusters Score -97599.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97606.664062 Penalty: 3376.735596
	Iteration 38Q: 3 clusters Score -97606.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97608.367188 Penalty: 3376.735596
	Iteration 39Q: 3 clusters Score -97608.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97608.367188 Penalty: 3376.735596
	Iteration 40F: 3 clusters Score -97608.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -775750.812500 Penalty: 2183.211914
	Iteration 0F: 2 clusters Score -775750.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -770217.625000 Penalty: 4366.423828
	Iteration 0F: 3 clusters Score -770217.6 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -771734.937500 Penalty: 4366.423828
	Iteration 1F: 3 clusters Score -771734.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -772041.375000 Penalty: 4366.423828
	Iteration 2F: 3 clusters Score -772041.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -772251.375000 Penalty: 4366.423828
	Iteration 3F: 3 clusters Score -772251.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -772458.437500 Penalty: 4366.423828
	Iteration 4Q: 3 clusters Score -772458.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -772630.937500 Penalty: 4366.423828
	Iteration 5Q: 3 clusters Score -772630.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -772781.500000 Penalty: 4366.423828
	Iteration 6Q: 3 clusters Score -772781.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -772910.375000 Penalty: 4366.423828
	Iteration 7Q: 3 clusters Score -772910.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -773022.500000 Penalty: 4366.423828
	Iteration 8Q: 3 clusters Score -773022.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -773115.000000 Penalty: 4366.423828
	Iteration 9Q: 3 clusters Score -773115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -773186.937500 Penalty: 4366.423828
	Iteration 10Q: 3 clusters Score -773186.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -773247.812500 Penalty: 4366.423828
	Iteration 11Q: 3 clusters Score -773247.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -773313.062500 Penalty: 4366.423828
	Iteration 12Q: 3 clusters Score -773313.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -773370.000000 Penalty: 4366.423828
	Iteration 13Q: 3 clusters Score -773370 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -773429.312500 Penalty: 4366.423828
	Iteration 14Q: 3 clusters Score -773429.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -773483.687500 Penalty: 4366.423828
	Iteration 15Q: 3 clusters Score -773483.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -773527.687500 Penalty: 4366.423828
	Iteration 16Q: 3 clusters Score -773527.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -773578.125000 Penalty: 4366.423828
	Iteration 17Q: 3 clusters Score -773578.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -773621.437500 Penalty: 4366.423828
	Iteration 18Q: 3 clusters Score -773621.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -773669.375000 Penalty: 4366.423828
	Iteration 19Q: 3 clusters Score -773669.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -773719.375000 Penalty: 4366.423828
	Iteration 20F: 3 clusters Score -773719.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -773757.937500 Penalty: 4366.423828
	Iteration 21Q: 3 clusters Score -773757.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -773796.312500 Penalty: 4366.423828
	Iteration 22Q: 3 clusters Score -773796.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -773820.187500 Penalty: 4366.423828
	Iteration 23Q: 3 clusters Score -773820.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -773838.562500 Penalty: 4366.423828
	Iteration 24Q: 3 clusters Score -773838.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -773855.750000 Penalty: 4366.423828
	Iteration 25Q: 3 clusters Score -773855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -773869.375000 Penalty: 4366.423828
	Iteration 26Q: 3 clusters Score -773869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -773885.750000 Penalty: 4366.423828
	Iteration 27Q: 3 clusters Score -773885.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -773906.562500 Penalty: 4366.423828
	Iteration 28Q: 3 clusters Score -773906.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -773924.687500 Penalty: 4366.423828
	Iteration 29Q: 3 clusters Score -773924.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -773952.562500 Penalty: 4366.423828
	Iteration 30Q: 3 clusters Score -773952.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -773972.187500 Penalty: 4366.423828
	Iteration 31Q: 3 clusters Score -773972.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -773987.687500 Penalty: 4366.423828
	Iteration 32Q: 3 clusters Score -773987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -773996.437500 Penalty: 4366.423828
	Iteration 33Q: 3 clusters Score -773996.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -774004.375000 Penalty: 4366.423828
	Iteration 34Q: 3 clusters Score -774004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -774013.000000 Penalty: 4366.423828
	Iteration 35Q: 3 clusters Score -774013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -774026.687500 Penalty: 4366.423828
	Iteration 36Q: 3 clusters Score -774026.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -774040.937500 Penalty: 4366.423828
	Iteration 37Q: 3 clusters Score -774040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -774052.375000 Penalty: 4366.423828
	Iteration 38Q: 3 clusters Score -774052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -774065.937500 Penalty: 4366.423828
	Iteration 39Q: 3 clusters Score -774065.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -774078.000000 Penalty: 4366.423828
	Iteration 40F: 3 clusters Score -774078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -774082.562500 Penalty: 4366.423828
	Iteration 41Q: 3 clusters Score -774082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -774088.437500 Penalty: 4366.423828
	Iteration 42Q: 3 clusters Score -774088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -774094.812500 Penalty: 4366.423828
	Iteration 43Q: 3 clusters Score -774094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -774096.937500 Penalty: 4366.423828
	Iteration 44Q: 3 clusters Score -774096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -774100.750000 Penalty: 4366.423828
	Iteration 45Q: 3 clusters Score -774100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -774103.375000 Penalty: 4366.423828
	Iteration 46Q: 3 clusters Score -774103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -774105.187500 Penalty: 4366.423828
	Iteration 47Q: 3 clusters Score -774105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -774106.812500 Penalty: 4366.423828
	Iteration 48Q: 3 clusters Score -774106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -774106.812500 Penalty: 4366.423828
	Iteration 49F: 3 clusters Score -774106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (192683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192683 members 
Entering Unmasked Estep 
Score: -23798332.000000 Penalty: 3017.862793
	Iteration 0F: 2 clusters Score -2.379833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96447 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -23676948.000000 Penalty: 6035.725586
	Iteration 0F: 3 clusters Score -2.367695e+07 nChanged 92351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -23731184.000000 Penalty: 6035.725586
	Iteration 1F: 3 clusters Score -2.373118e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -23732326.000000 Penalty: 6035.725586
	Iteration 2Q: 3 clusters Score -2.373233e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -23734038.000000 Penalty: 6035.725586
	Iteration 3Q: 3 clusters Score -2.373404e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110768 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -23736804.000000 Penalty: 6035.725586
	Iteration 4Q: 3 clusters Score -2.37368e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118883 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -23741324.000000 Penalty: 6035.725586
	Iteration 5F: 3 clusters Score -2.374132e+07 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130436 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -23749190.000000 Penalty: 6035.725586
	Iteration 6F: 3 clusters Score -2.374919e+07 nChanged 15226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144628 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -23760906.000000 Penalty: 6035.725586
	Iteration 7F: 3 clusters Score -2.376091e+07 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -23773900.000000 Penalty: 6035.725586
	Iteration 8F: 3 clusters Score -2.37739e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172994 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -23784068.000000 Penalty: 6035.725586
	Iteration 9F: 3 clusters Score -2.378407e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182209 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -23790270.000000 Penalty: 6035.725586
	Iteration 10Q: 3 clusters Score -2.379027e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187477 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -23793172.000000 Penalty: 6035.725586
	Iteration 11Q: 3 clusters Score -2.379317e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190059 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23794834.000000 Penalty: 6035.725586
	Iteration 12Q: 3 clusters Score -2.379483e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191210 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23795264.000000 Penalty: 6035.725586
	Iteration 13Q: 3 clusters Score -2.379526e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191695 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23795498.000000 Penalty: 6035.725586
	Iteration 14Q: 3 clusters Score -2.37955e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191903 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -23795650.000000 Penalty: 6035.725586
	Iteration 15Q: 3 clusters Score -2.379565e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -23795730.000000 Penalty: 6035.725586
	Iteration 16Q: 3 clusters Score -2.379573e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192058 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -23795812.000000 Penalty: 6035.725586
	Iteration 17Q: 3 clusters Score -2.379581e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -23795850.000000 Penalty: 6035.725586
	Iteration 18Q: 3 clusters Score -2.379585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -23795890.000000 Penalty: 6035.725586
	Iteration 19Q: 3 clusters Score -2.379589e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192133 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23795894.000000 Penalty: 6035.725586
	Iteration 20F: 3 clusters Score -2.379589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192140 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23795900.000000 Penalty: 6035.725586
	Iteration 21Q: 3 clusters Score -2.37959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192145 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -23795920.000000 Penalty: 6035.725586
	Iteration 22Q: 3 clusters Score -2.379592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23795920.000000 Penalty: 6035.725586
	Iteration 23Q: 3 clusters Score -2.379592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -23795936.000000 Penalty: 6035.725586
	Iteration 24Q: 3 clusters Score -2.379594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192150 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -23795948.000000 Penalty: 6035.725586
	Iteration 25Q: 3 clusters Score -2.379595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192152 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -23795932.000000 Penalty: 6035.725586
	Iteration 26Q: 3 clusters Score -2.379593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -23795932.000000 Penalty: 6035.725586
	Iteration 27Q: 3 clusters Score -2.379593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -23795932.000000 Penalty: 6035.725586
	Iteration 28F: 3 clusters Score -2.379593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -43153.859375 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43153.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41782.496094 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -41782.5 nChanged 56
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: -41920.453125 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -41920.45 nChanged 11
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: -41953.222656 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -41953.22 nChanged 4
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: -41965.843750 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -41965.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41970.492188 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -41970.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41970.492188 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -41970.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (187149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187149 members 
Entering Unmasked Estep 
Score: -23125080.000000 Penalty: 3010.635742
	Iteration 0F: 2 clusters Score -2.312508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -23003550.000000 Penalty: 6021.271484
	Iteration 0F: 3 clusters Score -2.300355e+07 nChanged 89403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -23055830.000000 Penalty: 6021.271484
	Iteration 1F: 3 clusters Score -2.305583e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 93312 members 
Entering Unmasked Estep 
Score: -23056700.000000 Penalty: 6021.271484
	Iteration 2Q: 3 clusters Score -2.30567e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 93096 members 
Entering Unmasked Estep 
Score: -23057634.000000 Penalty: 6021.271484
	Iteration 3Q: 3 clusters Score -2.305763e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 92949 members 
Entering Unmasked Estep 
Score: -23058620.000000 Penalty: 6021.271484
	Iteration 4Q: 3 clusters Score -2.305862e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94454 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -23059812.000000 Penalty: 6021.271484
	Iteration 5Q: 3 clusters Score -2.305981e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -23061226.000000 Penalty: 6021.271484
	Iteration 6Q: 3 clusters Score -2.306123e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -23063202.000000 Penalty: 6021.271484
	Iteration 7Q: 3 clusters Score -2.30632e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -23066044.000000 Penalty: 6021.271484
	Iteration 8Q: 3 clusters Score -2.306604e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -23070496.000000 Penalty: 6021.271484
	Iteration 9Q: 3 clusters Score -2.30705e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -23077904.000000 Penalty: 6021.271484
	Iteration 10F: 3 clusters Score -2.30779e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -23086770.000000 Penalty: 6021.271484
	Iteration 11F: 3 clusters Score -2.308677e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -23092598.000000 Penalty: 6021.271484
	Iteration 12F: 3 clusters Score -2.30926e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -23095364.000000 Penalty: 6021.271484
	Iteration 13Q: 3 clusters Score -2.309536e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94107 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -23097132.000000 Penalty: 6021.271484
	Iteration 14Q: 3 clusters Score -2.309713e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -23099140.000000 Penalty: 6021.271484
	Iteration 15Q: 3 clusters Score -2.309914e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -23101880.000000 Penalty: 6021.271484
	Iteration 16Q: 3 clusters Score -2.310188e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -23105346.000000 Penalty: 6021.271484
	Iteration 17Q: 3 clusters Score -2.310535e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 94231 members 
Entering Unmasked Estep 
Score: -23109210.000000 Penalty: 6021.271484
	Iteration 18Q: 3 clusters Score -2.310921e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -23113152.000000 Penalty: 6021.271484
	Iteration 19Q: 3 clusters Score -2.311315e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -23116638.000000 Penalty: 6021.271484
	Iteration 20F: 3 clusters Score -2.311664e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -23118864.000000 Penalty: 6021.271484
	Iteration 21Q: 3 clusters Score -2.311886e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -23120272.000000 Penalty: 6021.271484
	Iteration 22Q: 3 clusters Score -2.312027e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92196 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -23121156.000000 Penalty: 6021.271484
	Iteration 23Q: 3 clusters Score -2.312116e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -23121610.000000 Penalty: 6021.271484
	Iteration 24Q: 3 clusters Score -2.312161e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -23121858.000000 Penalty: 6021.271484
	Iteration 25Q: 3 clusters Score -2.312186e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -23121962.000000 Penalty: 6021.271484
	Iteration 26Q: 3 clusters Score -2.312196e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 96008 members 
Entering Unmasked Estep 
Score: -23122078.000000 Penalty: 6021.271484
	Iteration 27Q: 3 clusters Score -2.312208e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -23122094.000000 Penalty: 6021.271484
	Iteration 28Q: 3 clusters Score -2.312209e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -23122146.000000 Penalty: 6021.271484
	Iteration 29Q: 3 clusters Score -2.312215e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90280 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -23122134.000000 Penalty: 6021.271484
	Iteration 30Q: 3 clusters Score -2.312213e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -23122148.000000 Penalty: 6021.271484
	Iteration 31Q: 3 clusters Score -2.312215e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -23122114.000000 Penalty: 6021.271484
	Iteration 32Q: 3 clusters Score -2.312211e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 97621 members 
Entering Unmasked Estep 
Score: -23122152.000000 Penalty: 6021.271484
	Iteration 33Q: 3 clusters Score -2.312215e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -23122120.000000 Penalty: 6021.271484
	Iteration 34Q: 3 clusters Score -2.312212e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -23122110.000000 Penalty: 6021.271484
	Iteration 35Q: 3 clusters Score -2.312211e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -23122100.000000 Penalty: 6021.271484
	Iteration 36Q: 3 clusters Score -2.31221e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
Score: -23122078.000000 Penalty: 6021.271484
	Iteration 37Q: 3 clusters Score -2.312208e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -23122082.000000 Penalty: 6021.271484
	Iteration 38Q: 3 clusters Score -2.312208e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 99212 members 
Entering Unmasked Estep 
Score: -23122076.000000 Penalty: 6021.271484
	Iteration 39Q: 3 clusters Score -2.312208e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -23122116.000000 Penalty: 6021.271484
	Iteration 40F: 3 clusters Score -2.312212e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -23122126.000000 Penalty: 6021.271484
	Iteration 41Q: 3 clusters Score -2.312213e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 99972 members 
Entering Unmasked Estep 
Score: -23122088.000000 Penalty: 6021.271484
	Iteration 42Q: 3 clusters Score -2.312209e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -23122090.000000 Penalty: 6021.271484
	Iteration 43Q: 3 clusters Score -2.312209e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -23122124.000000 Penalty: 6021.271484
	Iteration 44Q: 3 clusters Score -2.312212e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -23122128.000000 Penalty: 6021.271484
	Iteration 45Q: 3 clusters Score -2.312213e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -23122090.000000 Penalty: 6021.271484
	Iteration 46Q: 3 clusters Score -2.312209e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 101409 members 
Entering Unmasked Estep 
Score: -23122110.000000 Penalty: 6021.271484
	Iteration 47Q: 3 clusters Score -2.312211e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 101731 members 
Entering Unmasked Estep 
Score: -23122152.000000 Penalty: 6021.271484
	Iteration 48Q: 3 clusters Score -2.312215e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -23122088.000000 Penalty: 6021.271484
	Iteration 49Q: 3 clusters Score -2.312209e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -23122094.000000 Penalty: 6021.271484
	Iteration 50Q: 3 clusters Score -2.312209e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -23122126.000000 Penalty: 6021.271484
	Iteration 51Q: 3 clusters Score -2.312213e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 103114 members 
Entering Unmasked Estep 
Score: -23122080.000000 Penalty: 6021.271484
	Iteration 52Q: 3 clusters Score -2.312208e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -23122062.000000 Penalty: 6021.271484
	Iteration 53Q: 3 clusters Score -2.312206e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -23122094.000000 Penalty: 6021.271484
	Iteration 54Q: 3 clusters Score -2.312209e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 104076 members 
Entering Unmasked Estep 
Score: -23122084.000000 Penalty: 6021.271484
	Iteration 55Q: 3 clusters Score -2.312208e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -23122124.000000 Penalty: 6021.271484
	Iteration 56Q: 3 clusters Score -2.312212e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 104671 members 
Entering Unmasked Estep 
Score: -23122124.000000 Penalty: 6021.271484
	Iteration 57Q: 3 clusters Score -2.312212e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 104967 members 
Entering Unmasked Estep 
Score: -23122046.000000 Penalty: 6021.271484
	Iteration 58Q: 3 clusters Score -2.312205e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 105270 members 
Entering Unmasked Estep 
Score: -23122108.000000 Penalty: 6021.271484
	Iteration 59Q: 3 clusters Score -2.312211e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -23122202.000000 Penalty: 6021.271484
	Iteration 60F: 3 clusters Score -2.31222e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 105971 members 
Entering Unmasked Estep 
Score: -23122180.000000 Penalty: 6021.271484
	Iteration 61Q: 3 clusters Score -2.312218e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -23122156.000000 Penalty: 6021.271484
	Iteration 62Q: 3 clusters Score -2.312216e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -23122200.000000 Penalty: 6021.271484
	Iteration 63Q: 3 clusters Score -2.31222e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -23122236.000000 Penalty: 6021.271484
	Iteration 64Q: 3 clusters Score -2.312224e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -23122246.000000 Penalty: 6021.271484
	Iteration 65Q: 3 clusters Score -2.312225e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79464 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -23122220.000000 Penalty: 6021.271484
	Iteration 66Q: 3 clusters Score -2.312222e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -23122170.000000 Penalty: 6021.271484
	Iteration 67Q: 3 clusters Score -2.312217e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 108376 members 
Entering Unmasked Estep 
Score: -23122258.000000 Penalty: 6021.271484
	Iteration 68Q: 3 clusters Score -2.312226e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78483 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -23122268.000000 Penalty: 6021.271484
	Iteration 69Q: 3 clusters Score -2.312227e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 108975 members 
Entering Unmasked Estep 
Score: -23122278.000000 Penalty: 6021.271484
	Iteration 70Q: 3 clusters Score -2.312228e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -23122290.000000 Penalty: 6021.271484
	Iteration 71Q: 3 clusters Score -2.312229e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -23122348.000000 Penalty: 6021.271484
	Iteration 72Q: 3 clusters Score -2.312235e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 109885 members 
Entering Unmasked Estep 
Score: -23122330.000000 Penalty: 6021.271484
	Iteration 73Q: 3 clusters Score -2.312233e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 110216 members 
Entering Unmasked Estep 
Score: -23122368.000000 Penalty: 6021.271484
	Iteration 74Q: 3 clusters Score -2.312237e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -23122402.000000 Penalty: 6021.271484
	Iteration 75Q: 3 clusters Score -2.31224e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 110802 members 
Entering Unmasked Estep 
Score: -23122330.000000 Penalty: 6021.271484
	Iteration 76Q: 3 clusters Score -2.312233e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -23122310.000000 Penalty: 6021.271484
	Iteration 77Q: 3 clusters Score -2.312231e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 111379 members 
Entering Unmasked Estep 
Score: -23122312.000000 Penalty: 6021.271484
	Iteration 78Q: 3 clusters Score -2.312231e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 111649 members 
Entering Unmasked Estep 
Score: -23122316.000000 Penalty: 6021.271484
	Iteration 79Q: 3 clusters Score -2.312232e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Mstep: Class 2 contains 111896 members 
Entering Unmasked Estep 
Score: -23122310.000000 Penalty: 6021.271484
	Iteration 80F: 3 clusters Score -2.312231e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75034 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -23122350.000000 Penalty: 6021.271484
	Iteration 81Q: 3 clusters Score -2.312235e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 112320 members 
Entering Unmasked Estep 
Score: -23122344.000000 Penalty: 6021.271484
	Iteration 82Q: 3 clusters Score -2.312234e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 112488 members 
Entering Unmasked Estep 
Score: -23122356.000000 Penalty: 6021.271484
	Iteration 83Q: 3 clusters Score -2.312236e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 112671 members 
Entering Unmasked Estep 
Score: -23122366.000000 Penalty: 6021.271484
	Iteration 84Q: 3 clusters Score -2.312237e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -23122418.000000 Penalty: 6021.271484
	Iteration 85Q: 3 clusters Score -2.312242e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -23122456.000000 Penalty: 6021.271484
	Iteration 86Q: 3 clusters Score -2.312246e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -23122450.000000 Penalty: 6021.271484
	Iteration 87Q: 3 clusters Score -2.312245e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -23122456.000000 Penalty: 6021.271484
	Iteration 88Q: 3 clusters Score -2.312246e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 113397 members 
Entering Unmasked Estep 
Score: -23122484.000000 Penalty: 6021.271484
	Iteration 89Q: 3 clusters Score -2.312248e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -23122470.000000 Penalty: 6021.271484
	Iteration 90Q: 3 clusters Score -2.312247e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 113593 members 
Entering Unmasked Estep 
Score: -23122512.000000 Penalty: 6021.271484
	Iteration 91Q: 3 clusters Score -2.312251e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 113675 members 
Entering Unmasked Estep 
Score: -23122512.000000 Penalty: 6021.271484
	Iteration 92Q: 3 clusters Score -2.312251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 113759 members 
Entering Unmasked Estep 
Score: -23122526.000000 Penalty: 6021.271484
	Iteration 93Q: 3 clusters Score -2.312253e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -23122576.000000 Penalty: 6021.271484
	Iteration 94Q: 3 clusters Score -2.312258e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -23122556.000000 Penalty: 6021.271484
	Iteration 95Q: 3 clusters Score -2.312256e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -23122548.000000 Penalty: 6021.271484
	Iteration 96Q: 3 clusters Score -2.312255e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -23122528.000000 Penalty: 6021.271484
	Iteration 97Q: 3 clusters Score -2.312253e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 114236 members 
Entering Unmasked Estep 
Score: -23122556.000000 Penalty: 6021.271484
	Iteration 98Q: 3 clusters Score -2.312256e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -23122522.000000 Penalty: 6021.271484
	Iteration 99Q: 3 clusters Score -2.312252e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -23122462.000000 Penalty: 6021.271484
	Iteration 100F: 3 clusters Score -2.312246e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 114594 members 
Entering Unmasked Estep 
Score: -23122480.000000 Penalty: 6021.271484
	Iteration 101Q: 3 clusters Score -2.312248e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 114729 members 
Entering Unmasked Estep 
Score: -23122474.000000 Penalty: 6021.271484
	Iteration 102Q: 3 clusters Score -2.312247e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 114872 members 
Entering Unmasked Estep 
Score: -23122462.000000 Penalty: 6021.271484
	Iteration 103Q: 3 clusters Score -2.312246e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 114992 members 
Entering Unmasked Estep 
Score: -23122480.000000 Penalty: 6021.271484
	Iteration 104Q: 3 clusters Score -2.312248e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 115118 members 
Entering Unmasked Estep 
Score: -23122480.000000 Penalty: 6021.271484
	Iteration 105Q: 3 clusters Score -2.312248e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 115227 members 
Entering Unmasked Estep 
Score: -23122476.000000 Penalty: 6021.271484
	Iteration 106Q: 3 clusters Score -2.312248e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 115335 members 
Entering Unmasked Estep 
Score: -23122474.000000 Penalty: 6021.271484
	Iteration 107Q: 3 clusters Score -2.312247e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 115456 members 
Entering Unmasked Estep 
Score: -23122480.000000 Penalty: 6021.271484
	Iteration 108Q: 3 clusters Score -2.312248e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 115591 members 
Entering Unmasked Estep 
Score: -23122466.000000 Penalty: 6021.271484
	Iteration 109Q: 3 clusters Score -2.312247e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 115701 members 
Entering Unmasked Estep 
Score: -23122490.000000 Penalty: 6021.271484
	Iteration 110Q: 3 clusters Score -2.312249e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71343 members 
Mstep: Class 2 contains 115806 members 
Entering Unmasked Estep 
Score: -23122468.000000 Penalty: 6021.271484
	Iteration 111Q: 3 clusters Score -2.312247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 115915 members 
Entering Unmasked Estep 
Score: -23122478.000000 Penalty: 6021.271484
	Iteration 112Q: 3 clusters Score -2.312248e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 116021 members 
Entering Unmasked Estep 
Score: -23122474.000000 Penalty: 6021.271484
	Iteration 113Q: 3 clusters Score -2.312247e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 116137 members 
Entering Unmasked Estep 
Score: -23122444.000000 Penalty: 6021.271484
	Iteration 114Q: 3 clusters Score -2.312244e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 116253 members 
Entering Unmasked Estep 
Score: -23122464.000000 Penalty: 6021.271484
	Iteration 115Q: 3 clusters Score -2.312246e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -23122492.000000 Penalty: 6021.271484
	Iteration 116Q: 3 clusters Score -2.312249e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -23122480.000000 Penalty: 6021.271484
	Iteration 117Q: 3 clusters Score -2.312248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -23122522.000000 Penalty: 6021.271484
	Iteration 118Q: 3 clusters Score -2.312252e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 116757 members 
Entering Unmasked Estep 
Score: -23122510.000000 Penalty: 6021.271484
	Iteration 119Q: 3 clusters Score -2.312251e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -23122498.000000 Penalty: 6021.271484
	Iteration 120F: 3 clusters Score -2.31225e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 117054 members 
Entering Unmasked Estep 
Score: -23122514.000000 Penalty: 6021.271484
	Iteration 121Q: 3 clusters Score -2.312251e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -23122492.000000 Penalty: 6021.271484
	Iteration 122Q: 3 clusters Score -2.312249e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 117387 members 
Entering Unmasked Estep 
Score: -23122482.000000 Penalty: 6021.271484
	Iteration 123Q: 3 clusters Score -2.312248e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -23122494.000000 Penalty: 6021.271484
	Iteration 124Q: 3 clusters Score -2.312249e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -23122486.000000 Penalty: 6021.271484
	Iteration 125Q: 3 clusters Score -2.312249e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 117978 members 
Entering Unmasked Estep 
Score: -23122482.000000 Penalty: 6021.271484
	Iteration 126Q: 3 clusters Score -2.312248e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 118147 members 
Entering Unmasked Estep 
Score: -23122464.000000 Penalty: 6021.271484
	Iteration 127Q: 3 clusters Score -2.312246e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -23122470.000000 Penalty: 6021.271484
	Iteration 128Q: 3 clusters Score -2.312247e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 118547 members 
Entering Unmasked Estep 
Score: -23122426.000000 Penalty: 6021.271484
	Iteration 129Q: 3 clusters Score -2.312243e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -23122404.000000 Penalty: 6021.271484
	Iteration 130Q: 3 clusters Score -2.31224e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 118971 members 
Entering Unmasked Estep 
Score: -23122410.000000 Penalty: 6021.271484
	Iteration 131Q: 3 clusters Score -2.312241e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 119206 members 
Entering Unmasked Estep 
Score: -23122426.000000 Penalty: 6021.271484
	Iteration 132Q: 3 clusters Score -2.312243e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 119427 members 
Entering Unmasked Estep 
Score: -23122406.000000 Penalty: 6021.271484
	Iteration 133Q: 3 clusters Score -2.312241e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 119637 members 
Entering Unmasked Estep 
Score: -23122368.000000 Penalty: 6021.271484
	Iteration 134Q: 3 clusters Score -2.312237e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -23122370.000000 Penalty: 6021.271484
	Iteration 135Q: 3 clusters Score -2.312237e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
Score: -23122416.000000 Penalty: 6021.271484
	Iteration 136Q: 3 clusters Score -2.312242e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 120342 members 
Entering Unmasked Estep 
Score: -23122436.000000 Penalty: 6021.271484
	Iteration 137Q: 3 clusters Score -2.312244e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -23122426.000000 Penalty: 6021.271484
	Iteration 138Q: 3 clusters Score -2.312243e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66290 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -23122416.000000 Penalty: 6021.271484
	Iteration 139Q: 3 clusters Score -2.312242e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -23122424.000000 Penalty: 6021.271484
	Iteration 140F: 3 clusters Score -2.312242e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 121344 members 
Entering Unmasked Estep 
Score: -23122406.000000 Penalty: 6021.271484
	Iteration 141Q: 3 clusters Score -2.312241e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 121597 members 
Entering Unmasked Estep 
Score: -23122382.000000 Penalty: 6021.271484
	Iteration 142Q: 3 clusters Score -2.312238e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 121836 members 
Entering Unmasked Estep 
Score: -23122376.000000 Penalty: 6021.271484
	Iteration 143Q: 3 clusters Score -2.312238e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -23122364.000000 Penalty: 6021.271484
	Iteration 144Q: 3 clusters Score -2.312236e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 122387 members 
Entering Unmasked Estep 
Score: -23122366.000000 Penalty: 6021.271484
	Iteration 145Q: 3 clusters Score -2.312237e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 122656 members 
Entering Unmasked Estep 
Score: -23122386.000000 Penalty: 6021.271484
	Iteration 146Q: 3 clusters Score -2.312239e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -23122364.000000 Penalty: 6021.271484
	Iteration 147Q: 3 clusters Score -2.312236e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63979 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -23122370.000000 Penalty: 6021.271484
	Iteration 148Q: 3 clusters Score -2.312237e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 123403 members 
Entering Unmasked Estep 
Score: -23122342.000000 Penalty: 6021.271484
	Iteration 149Q: 3 clusters Score -2.312234e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 123644 members 
Entering Unmasked Estep 
Score: -23122374.000000 Penalty: 6021.271484
	Iteration 150Q: 3 clusters Score -2.312237e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 123856 members 
Entering Unmasked Estep 
Score: -23122378.000000 Penalty: 6021.271484
	Iteration 151Q: 3 clusters Score -2.312238e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 124070 members 
Entering Unmasked Estep 
Score: -23122398.000000 Penalty: 6021.271484
	Iteration 152Q: 3 clusters Score -2.31224e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -23122420.000000 Penalty: 6021.271484
	Iteration 153Q: 3 clusters Score -2.312242e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -23122404.000000 Penalty: 6021.271484
	Iteration 154Q: 3 clusters Score -2.31224e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -23122434.000000 Penalty: 6021.271484
	Iteration 155Q: 3 clusters Score -2.312243e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -23122432.000000 Penalty: 6021.271484
	Iteration 156Q: 3 clusters Score -2.312243e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 125118 members 
Entering Unmasked Estep 
Score: -23122462.000000 Penalty: 6021.271484
	Iteration 157Q: 3 clusters Score -2.312246e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -23122476.000000 Penalty: 6021.271484
	Iteration 158Q: 3 clusters Score -2.312248e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 125464 members 
Entering Unmasked Estep 
Score: -23122486.000000 Penalty: 6021.271484
	Iteration 159Q: 3 clusters Score -2.312249e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 125645 members 
Entering Unmasked Estep 
Score: -23122470.000000 Penalty: 6021.271484
	Iteration 160F: 3 clusters Score -2.312247e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -23122450.000000 Penalty: 6021.271484
	Iteration 161Q: 3 clusters Score -2.312245e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 125998 members 
Entering Unmasked Estep 
Score: -23122478.000000 Penalty: 6021.271484
	Iteration 162Q: 3 clusters Score -2.312248e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 126165 members 
Entering Unmasked Estep 
Score: -23122458.000000 Penalty: 6021.271484
	Iteration 163Q: 3 clusters Score -2.312246e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -23122452.000000 Penalty: 6021.271484
	Iteration 164Q: 3 clusters Score -2.312245e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 126602 members 
Entering Unmasked Estep 
Score: -23122476.000000 Penalty: 6021.271484
	Iteration 165Q: 3 clusters Score -2.312248e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 126848 members 
Entering Unmasked Estep 
Score: -23122466.000000 Penalty: 6021.271484
	Iteration 166Q: 3 clusters Score -2.312247e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 127081 members 
Entering Unmasked Estep 
Score: -23122476.000000 Penalty: 6021.271484
	Iteration 167Q: 3 clusters Score -2.312248e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 127287 members 
Entering Unmasked Estep 
Score: -23122450.000000 Penalty: 6021.271484
	Iteration 168Q: 3 clusters Score -2.312245e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -23122420.000000 Penalty: 6021.271484
	Iteration 169Q: 3 clusters Score -2.312242e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 127824 members 
Entering Unmasked Estep 
Score: -23122440.000000 Penalty: 6021.271484
	Iteration 170Q: 3 clusters Score -2.312244e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 128083 members 
Entering Unmasked Estep 
Score: -23122484.000000 Penalty: 6021.271484
	Iteration 171Q: 3 clusters Score -2.312248e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 128367 members 
Entering Unmasked Estep 
Score: -23122472.000000 Penalty: 6021.271484
	Iteration 172Q: 3 clusters Score -2.312247e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -23122552.000000 Penalty: 6021.271484
	Iteration 173Q: 3 clusters Score -2.312255e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -23122598.000000 Penalty: 6021.271484
	Iteration 174Q: 3 clusters Score -2.31226e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 129188 members 
Entering Unmasked Estep 
Score: -23122546.000000 Penalty: 6021.271484
	Iteration 175Q: 3 clusters Score -2.312255e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 129493 members 
Entering Unmasked Estep 
Score: -23122576.000000 Penalty: 6021.271484
	Iteration 176Q: 3 clusters Score -2.312258e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -23122596.000000 Penalty: 6021.271484
	Iteration 177Q: 3 clusters Score -2.31226e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -23122632.000000 Penalty: 6021.271484
	Iteration 178Q: 3 clusters Score -2.312263e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 130518 members 
Entering Unmasked Estep 
Score: -23122648.000000 Penalty: 6021.271484
	Iteration 179Q: 3 clusters Score -2.312265e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 130792 members 
Entering Unmasked Estep 
Score: -23122622.000000 Penalty: 6021.271484
	Iteration 180F: 3 clusters Score -2.312262e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 131077 members 
Entering Unmasked Estep 
Score: -23122646.000000 Penalty: 6021.271484
	Iteration 181Q: 3 clusters Score -2.312265e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 131340 members 
Entering Unmasked Estep 
Score: -23122710.000000 Penalty: 6021.271484
	Iteration 182Q: 3 clusters Score -2.312271e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -23122690.000000 Penalty: 6021.271484
	Iteration 183Q: 3 clusters Score -2.312269e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 131895 members 
Entering Unmasked Estep 
Score: -23122636.000000 Penalty: 6021.271484
	Iteration 184Q: 3 clusters Score -2.312264e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -23122656.000000 Penalty: 6021.271484
	Iteration 185Q: 3 clusters Score -2.312266e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -23122634.000000 Penalty: 6021.271484
	Iteration 186Q: 3 clusters Score -2.312263e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 132604 members 
Entering Unmasked Estep 
Score: -23122620.000000 Penalty: 6021.271484
	Iteration 187Q: 3 clusters Score -2.312262e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 132814 members 
Entering Unmasked Estep 
Score: -23122668.000000 Penalty: 6021.271484
	Iteration 188Q: 3 clusters Score -2.312267e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -23122694.000000 Penalty: 6021.271484
	Iteration 189Q: 3 clusters Score -2.312269e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 133148 members 
Entering Unmasked Estep 
Score: -23122704.000000 Penalty: 6021.271484
	Iteration 190Q: 3 clusters Score -2.31227e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 133293 members 
Entering Unmasked Estep 
Score: -23122736.000000 Penalty: 6021.271484
	Iteration 191Q: 3 clusters Score -2.312274e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 133466 members 
Entering Unmasked Estep 
Score: -23122732.000000 Penalty: 6021.271484
	Iteration 192Q: 3 clusters Score -2.312273e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 133614 members 
Entering Unmasked Estep 
Score: -23122724.000000 Penalty: 6021.271484
	Iteration 193Q: 3 clusters Score -2.312272e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -23122732.000000 Penalty: 6021.271484
	Iteration 194Q: 3 clusters Score -2.312273e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 133853 members 
Entering Unmasked Estep 
Score: -23122718.000000 Penalty: 6021.271484
	Iteration 195Q: 3 clusters Score -2.312272e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 133973 members 
Entering Unmasked Estep 
Score: -23122748.000000 Penalty: 6021.271484
	Iteration 196Q: 3 clusters Score -2.312275e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -23122742.000000 Penalty: 6021.271484
	Iteration 197Q: 3 clusters Score -2.312274e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 134171 members 
Entering Unmasked Estep 
Score: -23122734.000000 Penalty: 6021.271484
	Iteration 198Q: 3 clusters Score -2.312273e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 134281 members 
Entering Unmasked Estep 
Score: -23122704.000000 Penalty: 6021.271484
	Iteration 199Q: 3 clusters Score -2.31227e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -23122732.000000 Penalty: 6021.271484
	Iteration 200F: 3 clusters Score -2.312273e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -23122740.000000 Penalty: 6021.271484
	Iteration 201Q: 3 clusters Score -2.312274e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -23122720.000000 Penalty: 6021.271484
	Iteration 202Q: 3 clusters Score -2.312272e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -23122720.000000 Penalty: 6021.271484
	Iteration 203Q: 3 clusters Score -2.312272e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 134763 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 204Q: 3 clusters Score -2.312275e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 134866 members 
Entering Unmasked Estep 
Score: -23122710.000000 Penalty: 6021.271484
	Iteration 205Q: 3 clusters Score -2.312271e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 134954 members 
Entering Unmasked Estep 
Score: -23122754.000000 Penalty: 6021.271484
	Iteration 206Q: 3 clusters Score -2.312275e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -23122790.000000 Penalty: 6021.271484
	Iteration 207Q: 3 clusters Score -2.312279e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 135089 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 208Q: 3 clusters Score -2.312277e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -23122736.000000 Penalty: 6021.271484
	Iteration 209Q: 3 clusters Score -2.312274e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 135251 members 
Entering Unmasked Estep 
Score: -23122718.000000 Penalty: 6021.271484
	Iteration 210Q: 3 clusters Score -2.312272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
Score: -23122730.000000 Penalty: 6021.271484
	Iteration 211Q: 3 clusters Score -2.312273e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 212Q: 3 clusters Score -2.312275e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 135417 members 
Entering Unmasked Estep 
Score: -23122740.000000 Penalty: 6021.271484
	Iteration 213Q: 3 clusters Score -2.312274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 135469 members 
Entering Unmasked Estep 
Score: -23122732.000000 Penalty: 6021.271484
	Iteration 214Q: 3 clusters Score -2.312273e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -23122698.000000 Penalty: 6021.271484
	Iteration 215Q: 3 clusters Score -2.31227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 135570 members 
Entering Unmasked Estep 
Score: -23122656.000000 Penalty: 6021.271484
	Iteration 216Q: 3 clusters Score -2.312266e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -23122676.000000 Penalty: 6021.271484
	Iteration 217Q: 3 clusters Score -2.312268e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -23122700.000000 Penalty: 6021.271484
	Iteration 218Q: 3 clusters Score -2.31227e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
Score: -23122718.000000 Penalty: 6021.271484
	Iteration 219Q: 3 clusters Score -2.312272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 135787 members 
Entering Unmasked Estep 
Score: -23122716.000000 Penalty: 6021.271484
	Iteration 220F: 3 clusters Score -2.312272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 135840 members 
Entering Unmasked Estep 
Score: -23122708.000000 Penalty: 6021.271484
	Iteration 221Q: 3 clusters Score -2.312271e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -23122700.000000 Penalty: 6021.271484
	Iteration 222Q: 3 clusters Score -2.31227e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -23122700.000000 Penalty: 6021.271484
	Iteration 223Q: 3 clusters Score -2.31227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -23122746.000000 Penalty: 6021.271484
	Iteration 224Q: 3 clusters Score -2.312275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -23122748.000000 Penalty: 6021.271484
	Iteration 225Q: 3 clusters Score -2.312275e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -23122748.000000 Penalty: 6021.271484
	Iteration 226Q: 3 clusters Score -2.312275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -23122742.000000 Penalty: 6021.271484
	Iteration 227Q: 3 clusters Score -2.312274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 136145 members 
Entering Unmasked Estep 
Score: -23122734.000000 Penalty: 6021.271484
	Iteration 228Q: 3 clusters Score -2.312273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 136148 members 
Entering Unmasked Estep 
Score: -23122724.000000 Penalty: 6021.271484
	Iteration 229Q: 3 clusters Score -2.312272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 136155 members 
Entering Unmasked Estep 
Score: -23122730.000000 Penalty: 6021.271484
	Iteration 230Q: 3 clusters Score -2.312273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50988 members 
Mstep: Class 2 contains 136161 members 
Entering Unmasked Estep 
Score: -23122716.000000 Penalty: 6021.271484
	Iteration 231Q: 3 clusters Score -2.312272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 136168 members 
Entering Unmasked Estep 
Score: -23122740.000000 Penalty: 6021.271484
	Iteration 232Q: 3 clusters Score -2.312274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -23122742.000000 Penalty: 6021.271484
	Iteration 233Q: 3 clusters Score -2.312274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 136185 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 234Q: 3 clusters Score -2.312275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 136193 members 
Entering Unmasked Estep 
Score: -23122754.000000 Penalty: 6021.271484
	Iteration 235Q: 3 clusters Score -2.312275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 236Q: 3 clusters Score -2.312275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -23122780.000000 Penalty: 6021.271484
	Iteration 237Q: 3 clusters Score -2.312278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 136257 members 
Entering Unmasked Estep 
Score: -23122762.000000 Penalty: 6021.271484
	Iteration 238Q: 3 clusters Score -2.312276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -23122770.000000 Penalty: 6021.271484
	Iteration 239Q: 3 clusters Score -2.312277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 136302 members 
Entering Unmasked Estep 
Score: -23122762.000000 Penalty: 6021.271484
	Iteration 240F: 3 clusters Score -2.312276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 136318 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 241Q: 3 clusters Score -2.312277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 242Q: 3 clusters Score -2.312277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 136351 members 
Entering Unmasked Estep 
Score: -23122778.000000 Penalty: 6021.271484
	Iteration 243Q: 3 clusters Score -2.312278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 136361 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 244Q: 3 clusters Score -2.312277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 245Q: 3 clusters Score -2.312277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 246Q: 3 clusters Score -2.312277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -23122758.000000 Penalty: 6021.271484
	Iteration 247Q: 3 clusters Score -2.312276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -23122772.000000 Penalty: 6021.271484
	Iteration 248Q: 3 clusters Score -2.312277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 249Q: 3 clusters Score -2.312278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 136421 members 
Entering Unmasked Estep 
Score: -23122770.000000 Penalty: 6021.271484
	Iteration 250Q: 3 clusters Score -2.312277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 136433 members 
Entering Unmasked Estep 
Score: -23122770.000000 Penalty: 6021.271484
	Iteration 251Q: 3 clusters Score -2.312277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 136447 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 252Q: 3 clusters Score -2.312277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 136455 members 
Entering Unmasked Estep 
Score: -23122770.000000 Penalty: 6021.271484
	Iteration 253Q: 3 clusters Score -2.312277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 136470 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 254Q: 3 clusters Score -2.312277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -23122796.000000 Penalty: 6021.271484
	Iteration 255Q: 3 clusters Score -2.31228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
Score: -23122782.000000 Penalty: 6021.271484
	Iteration 256Q: 3 clusters Score -2.312278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 257Q: 3 clusters Score -2.312279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 258Q: 3 clusters Score -2.312278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 136573 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 259Q: 3 clusters Score -2.312279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -23122798.000000 Penalty: 6021.271484
	Iteration 260F: 3 clusters Score -2.31228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 136621 members 
Entering Unmasked Estep 
Score: -23122798.000000 Penalty: 6021.271484
	Iteration 261Q: 3 clusters Score -2.31228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -23122806.000000 Penalty: 6021.271484
	Iteration 262Q: 3 clusters Score -2.312281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 136664 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 263Q: 3 clusters Score -2.312279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 136684 members 
Entering Unmasked Estep 
Score: -23122792.000000 Penalty: 6021.271484
	Iteration 264Q: 3 clusters Score -2.312279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 265Q: 3 clusters Score -2.312278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -23122792.000000 Penalty: 6021.271484
	Iteration 266Q: 3 clusters Score -2.312279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 136725 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 267Q: 3 clusters Score -2.312279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 136733 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 268Q: 3 clusters Score -2.312279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 136744 members 
Entering Unmasked Estep 
Score: -23122796.000000 Penalty: 6021.271484
	Iteration 269Q: 3 clusters Score -2.31228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 270Q: 3 clusters Score -2.312279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 136767 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 271Q: 3 clusters Score -2.312278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 136778 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 272Q: 3 clusters Score -2.312278e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 136805 members 
Entering Unmasked Estep 
Score: -23122778.000000 Penalty: 6021.271484
	Iteration 273Q: 3 clusters Score -2.312278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -23122790.000000 Penalty: 6021.271484
	Iteration 274Q: 3 clusters Score -2.312279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 136874 members 
Entering Unmasked Estep 
Score: -23122772.000000 Penalty: 6021.271484
	Iteration 275Q: 3 clusters Score -2.312277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 136906 members 
Entering Unmasked Estep 
Score: -23122772.000000 Penalty: 6021.271484
	Iteration 276Q: 3 clusters Score -2.312277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 277Q: 3 clusters Score -2.312278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 136953 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 278Q: 3 clusters Score -2.312277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 279Q: 3 clusters Score -2.312277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 280F: 3 clusters Score -2.312278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 137025 members 
Entering Unmasked Estep 
Score: -23122782.000000 Penalty: 6021.271484
	Iteration 281Q: 3 clusters Score -2.312278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 137046 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 282Q: 3 clusters Score -2.312277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -23122752.000000 Penalty: 6021.271484
	Iteration 283Q: 3 clusters Score -2.312275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 137083 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 284Q: 3 clusters Score -2.312275e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 137113 members 
Entering Unmasked Estep 
Score: -23122742.000000 Penalty: 6021.271484
	Iteration 285Q: 3 clusters Score -2.312274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 137139 members 
Entering Unmasked Estep 
Score: -23122756.000000 Penalty: 6021.271484
	Iteration 286Q: 3 clusters Score -2.312276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -23122764.000000 Penalty: 6021.271484
	Iteration 287Q: 3 clusters Score -2.312276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 137183 members 
Entering Unmasked Estep 
Score: -23122792.000000 Penalty: 6021.271484
	Iteration 288Q: 3 clusters Score -2.312279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 137209 members 
Entering Unmasked Estep 
Score: -23122778.000000 Penalty: 6021.271484
	Iteration 289Q: 3 clusters Score -2.312278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 137233 members 
Entering Unmasked Estep 
Score: -23122780.000000 Penalty: 6021.271484
	Iteration 290Q: 3 clusters Score -2.312278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -23122792.000000 Penalty: 6021.271484
	Iteration 291Q: 3 clusters Score -2.312279e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 137286 members 
Entering Unmasked Estep 
Score: -23122800.000000 Penalty: 6021.271484
	Iteration 292Q: 3 clusters Score -2.31228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -23122790.000000 Penalty: 6021.271484
	Iteration 293Q: 3 clusters Score -2.312279e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 137363 members 
Entering Unmasked Estep 
Score: -23122804.000000 Penalty: 6021.271484
	Iteration 294Q: 3 clusters Score -2.31228e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
Score: -23122780.000000 Penalty: 6021.271484
	Iteration 295Q: 3 clusters Score -2.312278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -23122806.000000 Penalty: 6021.271484
	Iteration 296Q: 3 clusters Score -2.312281e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -23122824.000000 Penalty: 6021.271484
	Iteration 297Q: 3 clusters Score -2.312282e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 137581 members 
Entering Unmasked Estep 
Score: -23122820.000000 Penalty: 6021.271484
	Iteration 298Q: 3 clusters Score -2.312282e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 137643 members 
Entering Unmasked Estep 
Score: -23122808.000000 Penalty: 6021.271484
	Iteration 299Q: 3 clusters Score -2.312281e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -23122806.000000 Penalty: 6021.271484
	Iteration 300F: 3 clusters Score -2.312281e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 137778 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 301Q: 3 clusters Score -2.312279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -23122796.000000 Penalty: 6021.271484
	Iteration 302Q: 3 clusters Score -2.31228e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 137902 members 
Entering Unmasked Estep 
Score: -23122800.000000 Penalty: 6021.271484
	Iteration 303Q: 3 clusters Score -2.31228e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 137961 members 
Entering Unmasked Estep 
Score: -23122826.000000 Penalty: 6021.271484
	Iteration 304Q: 3 clusters Score -2.312283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 138008 members 
Entering Unmasked Estep 
Score: -23122802.000000 Penalty: 6021.271484
	Iteration 305Q: 3 clusters Score -2.31228e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 138079 members 
Entering Unmasked Estep 
Score: -23122770.000000 Penalty: 6021.271484
	Iteration 306Q: 3 clusters Score -2.312277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -23122790.000000 Penalty: 6021.271484
	Iteration 307Q: 3 clusters Score -2.312279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 138183 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 308Q: 3 clusters Score -2.312279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -23122808.000000 Penalty: 6021.271484
	Iteration 309Q: 3 clusters Score -2.312281e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 138317 members 
Entering Unmasked Estep 
Score: -23122798.000000 Penalty: 6021.271484
	Iteration 310Q: 3 clusters Score -2.31228e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 138372 members 
Entering Unmasked Estep 
Score: -23122814.000000 Penalty: 6021.271484
	Iteration 311Q: 3 clusters Score -2.312281e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 138424 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 312Q: 3 clusters Score -2.312279e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 138502 members 
Entering Unmasked Estep 
Score: -23122798.000000 Penalty: 6021.271484
	Iteration 313Q: 3 clusters Score -2.31228e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 138565 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 314Q: 3 clusters Score -2.312278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -23122802.000000 Penalty: 6021.271484
	Iteration 315Q: 3 clusters Score -2.31228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 138634 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 316Q: 3 clusters Score -2.312279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 138675 members 
Entering Unmasked Estep 
Score: -23122792.000000 Penalty: 6021.271484
	Iteration 317Q: 3 clusters Score -2.312279e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 318Q: 3 clusters Score -2.312277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 138786 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 319Q: 3 clusters Score -2.312278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 138846 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 320F: 3 clusters Score -2.312278e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 138916 members 
Entering Unmasked Estep 
Score: -23122754.000000 Penalty: 6021.271484
	Iteration 321Q: 3 clusters Score -2.312275e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -23122764.000000 Penalty: 6021.271484
	Iteration 322Q: 3 clusters Score -2.312276e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 139088 members 
Entering Unmasked Estep 
Score: -23122758.000000 Penalty: 6021.271484
	Iteration 323Q: 3 clusters Score -2.312276e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 139162 members 
Entering Unmasked Estep 
Score: -23122730.000000 Penalty: 6021.271484
	Iteration 324Q: 3 clusters Score -2.312273e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 139255 members 
Entering Unmasked Estep 
Score: -23122768.000000 Penalty: 6021.271484
	Iteration 325Q: 3 clusters Score -2.312277e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 139359 members 
Entering Unmasked Estep 
Score: -23122772.000000 Penalty: 6021.271484
	Iteration 326Q: 3 clusters Score -2.312277e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 139461 members 
Entering Unmasked Estep 
Score: -23122760.000000 Penalty: 6021.271484
	Iteration 327Q: 3 clusters Score -2.312276e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 139570 members 
Entering Unmasked Estep 
Score: -23122778.000000 Penalty: 6021.271484
	Iteration 328Q: 3 clusters Score -2.312278e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 139648 members 
Entering Unmasked Estep 
Score: -23122782.000000 Penalty: 6021.271484
	Iteration 329Q: 3 clusters Score -2.312278e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 139750 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 330Q: 3 clusters Score -2.312277e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 139833 members 
Entering Unmasked Estep 
Score: -23122758.000000 Penalty: 6021.271484
	Iteration 331Q: 3 clusters Score -2.312276e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 139913 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 332Q: 3 clusters Score -2.312279e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 139983 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 333Q: 3 clusters Score -2.312278e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 334Q: 3 clusters Score -2.312277e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 140132 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 335Q: 3 clusters Score -2.312278e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -23122776.000000 Penalty: 6021.271484
	Iteration 336Q: 3 clusters Score -2.312278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 337Q: 3 clusters Score -2.312279e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -23122752.000000 Penalty: 6021.271484
	Iteration 338Q: 3 clusters Score -2.312275e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 140494 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 339Q: 3 clusters Score -2.312278e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 140576 members 
Entering Unmasked Estep 
Score: -23122766.000000 Penalty: 6021.271484
	Iteration 340F: 3 clusters Score -2.312277e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 140650 members 
Entering Unmasked Estep 
Score: -23122802.000000 Penalty: 6021.271484
	Iteration 341Q: 3 clusters Score -2.31228e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 140773 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 342Q: 3 clusters Score -2.312277e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 343Q: 3 clusters Score -2.312277e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -23122806.000000 Penalty: 6021.271484
	Iteration 344Q: 3 clusters Score -2.312281e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 141108 members 
Entering Unmasked Estep 
Score: -23122824.000000 Penalty: 6021.271484
	Iteration 345Q: 3 clusters Score -2.312282e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 141204 members 
Entering Unmasked Estep 
Score: -23122832.000000 Penalty: 6021.271484
	Iteration 346Q: 3 clusters Score -2.312283e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 141290 members 
Entering Unmasked Estep 
Score: -23122812.000000 Penalty: 6021.271484
	Iteration 347Q: 3 clusters Score -2.312281e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -23122808.000000 Penalty: 6021.271484
	Iteration 348Q: 3 clusters Score -2.312281e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 141477 members 
Entering Unmasked Estep 
Score: -23122818.000000 Penalty: 6021.271484
	Iteration 349Q: 3 clusters Score -2.312282e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 141577 members 
Entering Unmasked Estep 
Score: -23122808.000000 Penalty: 6021.271484
	Iteration 350Q: 3 clusters Score -2.312281e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 141700 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 351Q: 3 clusters Score -2.312279e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -23122816.000000 Penalty: 6021.271484
	Iteration 352Q: 3 clusters Score -2.312282e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -23122816.000000 Penalty: 6021.271484
	Iteration 353Q: 3 clusters Score -2.312282e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -23122842.000000 Penalty: 6021.271484
	Iteration 354Q: 3 clusters Score -2.312284e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 142085 members 
Entering Unmasked Estep 
Score: -23122816.000000 Penalty: 6021.271484
	Iteration 355Q: 3 clusters Score -2.312282e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 142185 members 
Entering Unmasked Estep 
Score: -23122848.000000 Penalty: 6021.271484
	Iteration 356Q: 3 clusters Score -2.312285e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 142297 members 
Entering Unmasked Estep 
Score: -23122844.000000 Penalty: 6021.271484
	Iteration 357Q: 3 clusters Score -2.312284e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -23122824.000000 Penalty: 6021.271484
	Iteration 358Q: 3 clusters Score -2.312282e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 142540 members 
Entering Unmasked Estep 
Score: -23122798.000000 Penalty: 6021.271484
	Iteration 359Q: 3 clusters Score -2.31228e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 360F: 3 clusters Score -2.312275e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 142784 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 361Q: 3 clusters Score -2.312275e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 142929 members 
Entering Unmasked Estep 
Score: -23122746.000000 Penalty: 6021.271484
	Iteration 362Q: 3 clusters Score -2.312275e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 363Q: 3 clusters Score -2.312279e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 143214 members 
Entering Unmasked Estep 
Score: -23122778.000000 Penalty: 6021.271484
	Iteration 364Q: 3 clusters Score -2.312278e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 143360 members 
Entering Unmasked Estep 
Score: -23122782.000000 Penalty: 6021.271484
	Iteration 365Q: 3 clusters Score -2.312278e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -23122782.000000 Penalty: 6021.271484
	Iteration 366Q: 3 clusters Score -2.312278e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -23122842.000000 Penalty: 6021.271484
	Iteration 367Q: 3 clusters Score -2.312284e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -23122846.000000 Penalty: 6021.271484
	Iteration 368Q: 3 clusters Score -2.312285e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -23122818.000000 Penalty: 6021.271484
	Iteration 369Q: 3 clusters Score -2.312282e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -23122804.000000 Penalty: 6021.271484
	Iteration 370Q: 3 clusters Score -2.31228e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -23122842.000000 Penalty: 6021.271484
	Iteration 371Q: 3 clusters Score -2.312284e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -23122808.000000 Penalty: 6021.271484
	Iteration 372Q: 3 clusters Score -2.312281e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -23122826.000000 Penalty: 6021.271484
	Iteration 373Q: 3 clusters Score -2.312283e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -23122804.000000 Penalty: 6021.271484
	Iteration 374Q: 3 clusters Score -2.31228e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 144511 members 
Entering Unmasked Estep 
Score: -23122834.000000 Penalty: 6021.271484
	Iteration 375Q: 3 clusters Score -2.312283e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 144583 members 
Entering Unmasked Estep 
Score: -23122866.000000 Penalty: 6021.271484
	Iteration 376Q: 3 clusters Score -2.312287e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -23122878.000000 Penalty: 6021.271484
	Iteration 377Q: 3 clusters Score -2.312288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -23122882.000000 Penalty: 6021.271484
	Iteration 378Q: 3 clusters Score -2.312288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 144795 members 
Entering Unmasked Estep 
Score: -23122908.000000 Penalty: 6021.271484
	Iteration 379Q: 3 clusters Score -2.312291e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 144872 members 
Entering Unmasked Estep 
Score: -23122920.000000 Penalty: 6021.271484
	Iteration 380F: 3 clusters Score -2.312292e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -23122924.000000 Penalty: 6021.271484
	Iteration 381Q: 3 clusters Score -2.312292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -23122936.000000 Penalty: 6021.271484
	Iteration 382Q: 3 clusters Score -2.312294e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 145125 members 
Entering Unmasked Estep 
Score: -23122920.000000 Penalty: 6021.271484
	Iteration 383Q: 3 clusters Score -2.312292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 145168 members 
Entering Unmasked Estep 
Score: -23122930.000000 Penalty: 6021.271484
	Iteration 384Q: 3 clusters Score -2.312293e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -23122918.000000 Penalty: 6021.271484
	Iteration 385Q: 3 clusters Score -2.312292e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 145278 members 
Entering Unmasked Estep 
Score: -23122900.000000 Penalty: 6021.271484
	Iteration 386Q: 3 clusters Score -2.31229e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 145339 members 
Entering Unmasked Estep 
Score: -23122926.000000 Penalty: 6021.271484
	Iteration 387Q: 3 clusters Score -2.312293e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 145401 members 
Entering Unmasked Estep 
Score: -23122938.000000 Penalty: 6021.271484
	Iteration 388Q: 3 clusters Score -2.312294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -23122918.000000 Penalty: 6021.271484
	Iteration 389Q: 3 clusters Score -2.312292e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -23122924.000000 Penalty: 6021.271484
	Iteration 390Q: 3 clusters Score -2.312292e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 145607 members 
Entering Unmasked Estep 
Score: -23122902.000000 Penalty: 6021.271484
	Iteration 391Q: 3 clusters Score -2.31229e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 145695 members 
Entering Unmasked Estep 
Score: -23122916.000000 Penalty: 6021.271484
	Iteration 392Q: 3 clusters Score -2.312292e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 145747 members 
Entering Unmasked Estep 
Score: -23122938.000000 Penalty: 6021.271484
	Iteration 393Q: 3 clusters Score -2.312294e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -23122928.000000 Penalty: 6021.271484
	Iteration 394Q: 3 clusters Score -2.312293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -23122918.000000 Penalty: 6021.271484
	Iteration 395Q: 3 clusters Score -2.312292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 145854 members 
Entering Unmasked Estep 
Score: -23122912.000000 Penalty: 6021.271484
	Iteration 396Q: 3 clusters Score -2.312291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -23122922.000000 Penalty: 6021.271484
	Iteration 397Q: 3 clusters Score -2.312292e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -23122942.000000 Penalty: 6021.271484
	Iteration 398Q: 3 clusters Score -2.312294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 145989 members 
Entering Unmasked Estep 
Score: -23122914.000000 Penalty: 6021.271484
	Iteration 399Q: 3 clusters Score -2.312291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 146027 members 
Entering Unmasked Estep 
Score: -23122910.000000 Penalty: 6021.271484
	Iteration 400F: 3 clusters Score -2.312291e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 146060 members 
Entering Unmasked Estep 
Score: -23122930.000000 Penalty: 6021.271484
	Iteration 401Q: 3 clusters Score -2.312293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 146085 members 
Entering Unmasked Estep 
Score: -23122916.000000 Penalty: 6021.271484
	Iteration 402Q: 3 clusters Score -2.312292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 146131 members 
Entering Unmasked Estep 
Score: -23122918.000000 Penalty: 6021.271484
	Iteration 403Q: 3 clusters Score -2.312292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 146173 members 
Entering Unmasked Estep 
Score: -23122890.000000 Penalty: 6021.271484
	Iteration 404Q: 3 clusters Score -2.312289e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -23122858.000000 Penalty: 6021.271484
	Iteration 405Q: 3 clusters Score -2.312286e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -23122826.000000 Penalty: 6021.271484
	Iteration 406Q: 3 clusters Score -2.312283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 146327 members 
Entering Unmasked Estep 
Score: -23122846.000000 Penalty: 6021.271484
	Iteration 407Q: 3 clusters Score -2.312285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 146352 members 
Entering Unmasked Estep 
Score: -23122844.000000 Penalty: 6021.271484
	Iteration 408Q: 3 clusters Score -2.312284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 146380 members 
Entering Unmasked Estep 
Score: -23122832.000000 Penalty: 6021.271484
	Iteration 409Q: 3 clusters Score -2.312283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -23122842.000000 Penalty: 6021.271484
	Iteration 410Q: 3 clusters Score -2.312284e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -23122824.000000 Penalty: 6021.271484
	Iteration 411Q: 3 clusters Score -2.312282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 146443 members 
Entering Unmasked Estep 
Score: -23122834.000000 Penalty: 6021.271484
	Iteration 412Q: 3 clusters Score -2.312283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 146460 members 
Entering Unmasked Estep 
Score: -23122840.000000 Penalty: 6021.271484
	Iteration 413Q: 3 clusters Score -2.312284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 146471 members 
Entering Unmasked Estep 
Score: -23122826.000000 Penalty: 6021.271484
	Iteration 414Q: 3 clusters Score -2.312283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -23122820.000000 Penalty: 6021.271484
	Iteration 415Q: 3 clusters Score -2.312282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 146491 members 
Entering Unmasked Estep 
Score: -23122804.000000 Penalty: 6021.271484
	Iteration 416Q: 3 clusters Score -2.31228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 146503 members 
Entering Unmasked Estep 
Score: -23122820.000000 Penalty: 6021.271484
	Iteration 417Q: 3 clusters Score -2.312282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 146512 members 
Entering Unmasked Estep 
Score: -23122808.000000 Penalty: 6021.271484
	Iteration 418Q: 3 clusters Score -2.312281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 146526 members 
Entering Unmasked Estep 
Score: -23122818.000000 Penalty: 6021.271484
	Iteration 419Q: 3 clusters Score -2.312282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 146537 members 
Entering Unmasked Estep 
Score: -23122812.000000 Penalty: 6021.271484
	Iteration 420F: 3 clusters Score -2.312281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -23122822.000000 Penalty: 6021.271484
	Iteration 421Q: 3 clusters Score -2.312282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 146548 members 
Entering Unmasked Estep 
Score: -23122806.000000 Penalty: 6021.271484
	Iteration 422Q: 3 clusters Score -2.312281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -23122822.000000 Penalty: 6021.271484
	Iteration 423Q: 3 clusters Score -2.312282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -23122832.000000 Penalty: 6021.271484
	Iteration 424Q: 3 clusters Score -2.312283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -23122828.000000 Penalty: 6021.271484
	Iteration 425Q: 3 clusters Score -2.312283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 146603 members 
Entering Unmasked Estep 
Score: -23122828.000000 Penalty: 6021.271484
	Iteration 426Q: 3 clusters Score -2.312283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -23122822.000000 Penalty: 6021.271484
	Iteration 427Q: 3 clusters Score -2.312282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 146640 members 
Entering Unmasked Estep 
Score: -23122818.000000 Penalty: 6021.271484
	Iteration 428Q: 3 clusters Score -2.312282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 146656 members 
Entering Unmasked Estep 
Score: -23122810.000000 Penalty: 6021.271484
	Iteration 429Q: 3 clusters Score -2.312281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -23122810.000000 Penalty: 6021.271484
	Iteration 430Q: 3 clusters Score -2.312281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 431Q: 3 clusters Score -2.312279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 146676 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 432Q: 3 clusters Score -2.312279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 146680 members 
Entering Unmasked Estep 
Score: -23122796.000000 Penalty: 6021.271484
	Iteration 433Q: 3 clusters Score -2.31228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 434Q: 3 clusters Score -2.312279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 146693 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 435Q: 3 clusters Score -2.312279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 146706 members 
Entering Unmasked Estep 
Score: -23122800.000000 Penalty: 6021.271484
	Iteration 436Q: 3 clusters Score -2.31228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 437Q: 3 clusters Score -2.312279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 146714 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 438Q: 3 clusters Score -2.312279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 439Q: 3 clusters Score -2.312278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 146735 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 440F: 3 clusters Score -2.312279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 146748 members 
Entering Unmasked Estep 
Score: -23122790.000000 Penalty: 6021.271484
	Iteration 441Q: 3 clusters Score -2.312279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 146760 members 
Entering Unmasked Estep 
Score: -23122794.000000 Penalty: 6021.271484
	Iteration 442Q: 3 clusters Score -2.312279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 146773 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 443Q: 3 clusters Score -2.312279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 146781 members 
Entering Unmasked Estep 
Score: -23122796.000000 Penalty: 6021.271484
	Iteration 444Q: 3 clusters Score -2.31228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 445Q: 3 clusters Score -2.312279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 146799 members 
Entering Unmasked Estep 
Score: -23122796.000000 Penalty: 6021.271484
	Iteration 446Q: 3 clusters Score -2.31228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 146808 members 
Entering Unmasked Estep 
Score: -23122784.000000 Penalty: 6021.271484
	Iteration 447Q: 3 clusters Score -2.312278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 146814 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 448Q: 3 clusters Score -2.312279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -23122802.000000 Penalty: 6021.271484
	Iteration 449Q: 3 clusters Score -2.31228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 146836 members 
Entering Unmasked Estep 
Score: -23122786.000000 Penalty: 6021.271484
	Iteration 450Q: 3 clusters Score -2.312279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 146848 members 
Entering Unmasked Estep 
Score: -23122802.000000 Penalty: 6021.271484
	Iteration 451Q: 3 clusters Score -2.31228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 146862 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 452Q: 3 clusters Score -2.312279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -23122802.000000 Penalty: 6021.271484
	Iteration 453Q: 3 clusters Score -2.31228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -23122812.000000 Penalty: 6021.271484
	Iteration 454Q: 3 clusters Score -2.312281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -23122818.000000 Penalty: 6021.271484
	Iteration 455Q: 3 clusters Score -2.312282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 146930 members 
Entering Unmasked Estep 
Score: -23122814.000000 Penalty: 6021.271484
	Iteration 456Q: 3 clusters Score -2.312281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 146944 members 
Entering Unmasked Estep 
Score: -23122788.000000 Penalty: 6021.271484
	Iteration 457Q: 3 clusters Score -2.312279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -23122768.000000 Penalty: 6021.271484
	Iteration 458Q: 3 clusters Score -2.312277e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 146997 members 
Entering Unmasked Estep 
Score: -23122760.000000 Penalty: 6021.271484
	Iteration 459Q: 3 clusters Score -2.312276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -23122752.000000 Penalty: 6021.271484
	Iteration 460F: 3 clusters Score -2.312275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -23122768.000000 Penalty: 6021.271484
	Iteration 461Q: 3 clusters Score -2.312277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -23122750.000000 Penalty: 6021.271484
	Iteration 462Q: 3 clusters Score -2.312275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -23122760.000000 Penalty: 6021.271484
	Iteration 463Q: 3 clusters Score -2.312276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -23122774.000000 Penalty: 6021.271484
	Iteration 464Q: 3 clusters Score -2.312277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 147118 members 
Entering Unmasked Estep 
Score: -23122752.000000 Penalty: 6021.271484
	Iteration 465Q: 3 clusters Score -2.312275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -23122758.000000 Penalty: 6021.271484
	Iteration 466Q: 3 clusters Score -2.312276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 147120 members 
Entering Unmasked Estep 
Score: -23122756.000000 Penalty: 6021.271484
	Iteration 467Q: 3 clusters Score -2.312276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -23122758.000000 Penalty: 6021.271484
	Iteration 468Q: 3 clusters Score -2.312276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -23122758.000000 Penalty: 6021.271484
	Iteration 469F: 3 clusters Score -2.312276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97810 members 
Entering Unmasked Estep 
Score: -11996412.000000 Penalty: 2849.713867
	Iteration 0F: 2 clusters Score -1.199641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -11931377.000000 Penalty: 5699.427734
	Iteration 0F: 3 clusters Score -1.193138e+07 nChanged 46149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -11957273.000000 Penalty: 5699.427734
	Iteration 1F: 3 clusters Score -1.195727e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -11957809.000000 Penalty: 5699.427734
	Iteration 2Q: 3 clusters Score -1.195781e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -11958503.000000 Penalty: 5699.427734
	Iteration 3Q: 3 clusters Score -1.19585e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -11959510.000000 Penalty: 5699.427734
	Iteration 4Q: 3 clusters Score -1.195951e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -11961379.000000 Penalty: 5699.427734
	Iteration 5Q: 3 clusters Score -1.196138e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -11964915.000000 Penalty: 5699.427734
	Iteration 6F: 3 clusters Score -1.196492e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -11971114.000000 Penalty: 5699.427734
	Iteration 7F: 3 clusters Score -1.197111e+07 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -11979823.000000 Penalty: 5699.427734
	Iteration 8F: 3 clusters Score -1.197982e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -11987721.000000 Penalty: 5699.427734
	Iteration 9F: 3 clusters Score -1.198772e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11991913.000000 Penalty: 5699.427734
	Iteration 10Q: 3 clusters Score -1.199191e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11993272.000000 Penalty: 5699.427734
	Iteration 11Q: 3 clusters Score -1.199327e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11993634.000000 Penalty: 5699.427734
	Iteration 12Q: 3 clusters Score -1.199363e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11993767.000000 Penalty: 5699.427734
	Iteration 13Q: 3 clusters Score -1.199377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11993826.000000 Penalty: 5699.427734
	Iteration 14Q: 3 clusters Score -1.199383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11993853.000000 Penalty: 5699.427734
	Iteration 15Q: 3 clusters Score -1.199385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11993877.000000 Penalty: 5699.427734
	Iteration 16Q: 3 clusters Score -1.199388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11993894.000000 Penalty: 5699.427734
	Iteration 17Q: 3 clusters Score -1.199389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -11993902.000000 Penalty: 5699.427734
	Iteration 18Q: 3 clusters Score -1.19939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97622 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11993904.000000 Penalty: 5699.427734
	Iteration 19Q: 3 clusters Score -1.19939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11993906.000000 Penalty: 5699.427734
	Iteration 20F: 3 clusters Score -1.199391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11993917.000000 Penalty: 5699.427734
	Iteration 21Q: 3 clusters Score -1.199392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11993918.000000 Penalty: 5699.427734
	Iteration 22Q: 3 clusters Score -1.199392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11993918.000000 Penalty: 5699.427734
	Iteration 23F: 3 clusters Score -1.199392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3441 members 
Mstep: Class 3 contains 192975 members 
Mstep: Class 4 contains 7425 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196729 members 
Mstep: Class 7 contains 57392 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 36522 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 206284 members 
Mstep: Class 13 contains 49900 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 54976 members 
Mstep: Class 16 contains 54426 members 
Mstep: Class 17 contains 84279 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 19181 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78119 members 
Mstep: Class 24 contains 46574 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 192683 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187149 members 
Mstep: Class 31 contains 97810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194771600.000000 Penalty: 109883.875000
Iteration 479Q: 32 clusters Score -1.947716e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 192796 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196676 members 
Mstep: Class 7 contains 57313 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 36471 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 206381 members 
Mstep: Class 13 contains 49815 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 54899 members 
Mstep: Class 16 contains 54276 members 
Mstep: Class 17 contains 84072 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 19161 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78236 members 
Mstep: Class 24 contains 46778 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6654 members 
Mstep: Class 28 contains 192660 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 187049 members 
Mstep: Class 31 contains 98374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194771728.000000 Penalty: 109883.875000
Iteration 480F: 32 clusters Score -1.947717e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3517 members 
Mstep: Class 3 contains 192662 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196588 members 
Mstep: Class 7 contains 57229 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 36424 members 
Mstep: Class 11 contains 6293 members 
Mstep: Class 12 contains 206415 members 
Mstep: Class 13 contains 49744 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 54817 members 
Mstep: Class 16 contains 54145 members 
Mstep: Class 17 contains 83867 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 10864 members 
Mstep: Class 20 contains 19145 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78341 members 
Mstep: Class 24 contains 46975 members 
Mstep: Class 25 contains 1031 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 192640 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186948 members 
Mstep: Class 31 contains 98962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194772064.000000 Penalty: 109883.875000
Iteration 481Q: 32 clusters Score -1.947721e+08 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3557 members 
Mstep: Class 3 contains 192542 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 196473 members 
Mstep: Class 7 contains 57140 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 36386 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 206336 members 
Mstep: Class 13 contains 49658 members 
Mstep: Class 14 contains 4456 members 
Mstep: Class 15 contains 54743 members 
Mstep: Class 16 contains 53994 members 
Mstep: Class 17 contains 83676 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 10857 members 
Mstep: Class 20 contains 19133 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78469 members 
Mstep: Class 24 contains 47142 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 192658 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186917 members 
Mstep: Class 31 contains 99585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194771888.000000 Penalty: 109883.875000
Iteration 482Q: 32 clusters Score -1.947719e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 192425 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196384 members 
Mstep: Class 7 contains 57065 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 36366 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 206242 members 
Mstep: Class 13 contains 49586 members 
Mstep: Class 14 contains 4462 members 
Mstep: Class 15 contains 54674 members 
Mstep: Class 16 contains 53860 members 
Mstep: Class 17 contains 83445 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 10853 members 
Mstep: Class 20 contains 19115 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78596 members 
Mstep: Class 24 contains 47337 members 
Mstep: Class 25 contains 1032 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 192635 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186846 members 
Mstep: Class 31 contains 100238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194772192.000000 Penalty: 109883.875000
Iteration 483Q: 32 clusters Score -1.947722e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 192326 members 
Mstep: Class 4 contains 7386 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196269 members 
Mstep: Class 7 contains 56982 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 36331 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 206183 members 
Mstep: Class 13 contains 49504 members 
Mstep: Class 14 contains 4468 members 
Mstep: Class 15 contains 54596 members 
Mstep: Class 16 contains 53709 members 
Mstep: Class 17 contains 83209 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 19098 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78697 members 
Mstep: Class 24 contains 47544 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 192603 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186783 members 
Mstep: Class 31 contains 100924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194773248.000000 Penalty: 109883.875000
Iteration 484Q: 32 clusters Score -1.947732e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 192184 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196146 members 
Mstep: Class 7 contains 56879 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 36301 members 
Mstep: Class 11 contains 6287 members 
Mstep: Class 12 contains 206124 members 
Mstep: Class 13 contains 49433 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 54509 members 
Mstep: Class 16 contains 53585 members 
Mstep: Class 17 contains 83004 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 19083 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78808 members 
Mstep: Class 24 contains 47707 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6671 members 
Mstep: Class 28 contains 192607 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186708 members 
Mstep: Class 31 contains 101615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194773408.000000 Penalty: 109883.875000
Iteration 485Q: 32 clusters Score -1.947734e+08 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3733 members 
Mstep: Class 3 contains 192063 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 196030 members 
Mstep: Class 7 contains 56798 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 36250 members 
Mstep: Class 11 contains 6294 members 
Mstep: Class 12 contains 206070 members 
Mstep: Class 13 contains 49363 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 54434 members 
Mstep: Class 16 contains 53454 members 
Mstep: Class 17 contains 82771 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 10844 members 
Mstep: Class 20 contains 19074 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 78904 members 
Mstep: Class 24 contains 47849 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6672 members 
Mstep: Class 28 contains 192616 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186616 members 
Mstep: Class 31 contains 102324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194773952.000000 Penalty: 109883.875000
Iteration 486Q: 32 clusters Score -1.94774e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3782 members 
Mstep: Class 3 contains 192029 members 
Mstep: Class 4 contains 7369 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195909 members 
Mstep: Class 7 contains 56719 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2904 members 
Mstep: Class 10 contains 36179 members 
Mstep: Class 11 contains 6298 members 
Mstep: Class 12 contains 205961 members 
Mstep: Class 13 contains 49300 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 54348 members 
Mstep: Class 16 contains 53310 members 
Mstep: Class 17 contains 82546 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 10849 members 
Mstep: Class 20 contains 19061 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79004 members 
Mstep: Class 24 contains 47978 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 192606 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186480 members 
Mstep: Class 31 contains 103098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194773504.000000 Penalty: 109883.875000
Iteration 487Q: 32 clusters Score -1.947735e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 191948 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195765 members 
Mstep: Class 7 contains 56637 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2903 members 
Mstep: Class 10 contains 36109 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 205926 members 
Mstep: Class 13 contains 49221 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 54254 members 
Mstep: Class 16 contains 53168 members 
Mstep: Class 17 contains 82308 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 10848 members 
Mstep: Class 20 contains 19041 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79101 members 
Mstep: Class 24 contains 48119 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6675 members 
Mstep: Class 28 contains 192593 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186410 members 
Mstep: Class 31 contains 103827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194773536.000000 Penalty: 109883.875000
Iteration 488Q: 32 clusters Score -1.947735e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 191864 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195625 members 
Mstep: Class 7 contains 56562 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 36047 members 
Mstep: Class 11 contains 6309 members 
Mstep: Class 12 contains 205858 members 
Mstep: Class 13 contains 49150 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 54159 members 
Mstep: Class 16 contains 53002 members 
Mstep: Class 17 contains 82035 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 10838 members 
Mstep: Class 20 contains 19023 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79218 members 
Mstep: Class 24 contains 48254 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 192567 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186370 members 
Mstep: Class 31 contains 104589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194773952.000000 Penalty: 109883.875000
Iteration 489Q: 32 clusters Score -1.94774e+08 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3968 members 
Mstep: Class 3 contains 191771 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195492 members 
Mstep: Class 7 contains 56499 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2906 members 
Mstep: Class 10 contains 35981 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 205761 members 
Mstep: Class 13 contains 49066 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 54064 members 
Mstep: Class 16 contains 52826 members 
Mstep: Class 17 contains 81756 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 10829 members 
Mstep: Class 20 contains 19014 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79332 members 
Mstep: Class 24 contains 48409 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 192541 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186363 members 
Mstep: Class 31 contains 105361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774144.000000 Penalty: 109883.875000
Iteration 490Q: 32 clusters Score -1.947741e+08 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 191718 members 
Mstep: Class 4 contains 7366 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195344 members 
Mstep: Class 7 contains 56428 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 35930 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 205658 members 
Mstep: Class 13 contains 48983 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 53967 members 
Mstep: Class 16 contains 52672 members 
Mstep: Class 17 contains 81479 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 10825 members 
Mstep: Class 20 contains 19008 members 
Mstep: Class 21 contains 1201 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79450 members 
Mstep: Class 24 contains 48578 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6681 members 
Mstep: Class 28 contains 192493 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186298 members 
Mstep: Class 31 contains 106146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774544.000000 Penalty: 109883.875000
Iteration 491Q: 32 clusters Score -1.947745e+08 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 191663 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195203 members 
Mstep: Class 7 contains 56349 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 35871 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 205540 members 
Mstep: Class 13 contains 48920 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 53888 members 
Mstep: Class 16 contains 52508 members 
Mstep: Class 17 contains 81208 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 20 contains 19001 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79600 members 
Mstep: Class 24 contains 48751 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 192421 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186230 members 
Mstep: Class 31 contains 106901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774480.000000 Penalty: 109883.875000
Iteration 492Q: 32 clusters Score -1.947745e+08 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 191577 members 
Mstep: Class 4 contains 7347 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 195091 members 
Mstep: Class 7 contains 56281 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2910 members 
Mstep: Class 10 contains 35813 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 205465 members 
Mstep: Class 13 contains 48825 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 53800 members 
Mstep: Class 16 contains 52353 members 
Mstep: Class 17 contains 80925 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 20 contains 18980 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79735 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 192346 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186186 members 
Mstep: Class 31 contains 107657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774640.000000 Penalty: 109883.875000
Iteration 493Q: 32 clusters Score -1.947746e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 191545 members 
Mstep: Class 4 contains 7336 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 194983 members 
Mstep: Class 7 contains 56216 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2908 members 
Mstep: Class 10 contains 35758 members 
Mstep: Class 11 contains 6321 members 
Mstep: Class 12 contains 205397 members 
Mstep: Class 13 contains 48726 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 53698 members 
Mstep: Class 16 contains 52201 members 
Mstep: Class 17 contains 80606 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 10819 members 
Mstep: Class 20 contains 18967 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79875 members 
Mstep: Class 24 contains 49111 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 192268 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186112 members 
Mstep: Class 31 contains 108411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194775152.000000 Penalty: 109883.875000
Iteration 494Q: 32 clusters Score -1.947752e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 191510 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 194850 members 
Mstep: Class 7 contains 56146 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 35693 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 205310 members 
Mstep: Class 13 contains 48634 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 53605 members 
Mstep: Class 16 contains 52048 members 
Mstep: Class 17 contains 80291 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 1203 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 79993 members 
Mstep: Class 24 contains 49278 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 192167 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 186051 members 
Mstep: Class 31 contains 109229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194775136.000000 Penalty: 109883.875000
Iteration 495Q: 32 clusters Score -1.947751e+08 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 191462 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 194650 members 
Mstep: Class 7 contains 56091 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 35626 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 205260 members 
Mstep: Class 13 contains 48567 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 53503 members 
Mstep: Class 16 contains 51882 members 
Mstep: Class 17 contains 79958 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 10811 members 
Mstep: Class 20 contains 18955 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80112 members 
Mstep: Class 24 contains 49439 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 192117 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 185987 members 
Mstep: Class 31 contains 110056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774432.000000 Penalty: 109883.875000
Iteration 496Q: 32 clusters Score -1.947744e+08 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 3 contains 191402 members 
Mstep: Class 4 contains 7317 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 194460 members 
Mstep: Class 7 contains 56018 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 35565 members 
Mstep: Class 11 contains 6328 members 
Mstep: Class 12 contains 205274 members 
Mstep: Class 13 contains 48505 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 53401 members 
Mstep: Class 16 contains 51708 members 
Mstep: Class 17 contains 79637 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 10796 members 
Mstep: Class 20 contains 18950 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80209 members 
Mstep: Class 24 contains 49609 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 192049 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 185882 members 
Mstep: Class 31 contains 110896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774464.000000 Penalty: 109883.875000
Iteration 497Q: 32 clusters Score -1.947745e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 191436 members 
Mstep: Class 4 contains 7312 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 194277 members 
Mstep: Class 7 contains 55937 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2909 members 
Mstep: Class 10 contains 35512 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 205193 members 
Mstep: Class 13 contains 48442 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 53295 members 
Mstep: Class 16 contains 51543 members 
Mstep: Class 17 contains 79299 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 18942 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80303 members 
Mstep: Class 24 contains 49778 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6690 members 
Mstep: Class 28 contains 191953 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 185789 members 
Mstep: Class 31 contains 111765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774896.000000 Penalty: 109883.875000
Iteration 498Q: 32 clusters Score -1.947749e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 191448 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 194111 members 
Mstep: Class 7 contains 55842 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 35449 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 205133 members 
Mstep: Class 13 contains 48369 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 53178 members 
Mstep: Class 16 contains 51381 members 
Mstep: Class 17 contains 78972 members 
Mstep: Class 18 contains 2398 members 
Mstep: Class 19 contains 10776 members 
Mstep: Class 20 contains 18930 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80404 members 
Mstep: Class 24 contains 49917 members 
Mstep: Class 25 contains 1033 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 191911 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 185679 members 
Mstep: Class 31 contains 112643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774624.000000 Penalty: 109883.875000
Iteration 499Q: 32 clusters Score -1.947746e+08 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4624 members 
Mstep: Class 3 contains 191495 members 
Mstep: Class 4 contains 7286 members 
Mstep: Class 5 contains 753 members 
Mstep: Class 6 contains 193965 members 
Mstep: Class 7 contains 55762 members 
Mstep: Class 8 contains 1131 members 
Mstep: Class 9 contains 2911 members 
Mstep: Class 10 contains 35391 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 205097 members 
Mstep: Class 13 contains 48301 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 53047 members 
Mstep: Class 16 contains 51182 members 
Mstep: Class 17 contains 78632 members 
Mstep: Class 18 contains 2397 members 
Mstep: Class 19 contains 10775 members 
Mstep: Class 20 contains 18909 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 897 members 
Mstep: Class 23 contains 80543 members 
Mstep: Class 24 contains 50052 members 
Mstep: Class 25 contains 1034 members 
Mstep: Class 26 contains 905 members 
Mstep: Class 27 contains 6686 members 
Mstep: Class 28 contains 191855 members 
Mstep: Class 29 contains 418 members 
Mstep: Class 30 contains 185512 members 
Mstep: Class 31 contains 113519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194774784.000000 Penalty: 109883.875000
Iteration 500F: 32 clusters Score -1.947748e+08 nChanged 5011
Maximum iterations exceeded
--- Evaluating fit on full set of 4835620 points ---
Entering Unmasked Estep 
Score: -600902272.000000 Penalty: 118330.000000
23->32 Clusters: Score -600902272.000000, best is -600842048.000000
THE BEST YET!

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1611873 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70238 members 
Mstep: Class 2 contains 69749 members 
Mstep: Class 3 contains 69742 members 
Mstep: Class 4 contains 69806 members 
Mstep: Class 5 contains 70313 members 
Mstep: Class 6 contains 70131 members 
Mstep: Class 7 contains 70157 members 
Mstep: Class 8 contains 69961 members 
Mstep: Class 9 contains 69818 members 
Mstep: Class 10 contains 69400 members 
Mstep: Class 11 contains 69809 members 
Mstep: Class 12 contains 70752 members 
Mstep: Class 13 contains 70462 members 
Mstep: Class 14 contains 70007 members 
Mstep: Class 15 contains 69835 members 
Mstep: Class 16 contains 70494 members 
Mstep: Class 17 contains 70362 members 
Mstep: Class 18 contains 70413 members 
Mstep: Class 19 contains 70046 members 
Mstep: Class 20 contains 70352 members 
Mstep: Class 21 contains 70169 members 
Mstep: Class 22 contains 69731 members 
Mstep: Class 23 contains 70126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 452.033081 but Gain 3544.640625
Score: -187885872.000000 Penalty: 77982.101562
Iteration 0F: 23 clusters Score -1.878859e+08 nChanged 1537238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2524 members 
Mstep: Class 1 contains 177730 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 3 contains 58058 members 
Mstep: Class 4 contains 55806 members 
Mstep: Class 5 contains 23211 members 
Mstep: Class 6 contains 158675 members 
Mstep: Class 7 contains 46736 members 
Mstep: Class 8 contains 22017 members 
Mstep: Class 9 contains 37765 members 
Mstep: Class 11 contains 18050 members 
Mstep: Class 12 contains 71850 members 
Mstep: Class 13 contains 114153 members 
Mstep: Class 14 contains 41570 members 
Mstep: Class 15 contains 55247 members 
Mstep: Class 16 contains 29209 members 
Mstep: Class 17 contains 140888 members 
Mstep: Class 18 contains 23172 members 
Mstep: Class 19 contains 22755 members 
Mstep: Class 20 contains 115122 members 
Mstep: Class 21 contains 27274 members 
Mstep: Class 22 contains 192456 members 
Mstep: Class 23 contains 144242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192155808.000000 Penalty: 77982.101562
Iteration 1F: 23 clusters Score -1.921558e+08 nChanged 501894
Entering Unmasked Mstep 
Mstep: Class 0 contains 2339 members 
Mstep: Class 1 contains 235386 members 
Mstep: Class 2 contains 19850 members 
Mstep: Class 3 contains 53715 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 10821 members 
Mstep: Class 6 contains 176692 members 
Mstep: Class 7 contains 43683 members 
Mstep: Class 8 contains 14006 members 
Mstep: Class 9 contains 25194 members 
Mstep: Class 11 contains 10296 members 
Mstep: Class 12 contains 66824 members 
Mstep: Class 13 contains 118428 members 
Mstep: Class 14 contains 35224 members 
Mstep: Class 15 contains 44157 members 
Mstep: Class 16 contains 14542 members 
Mstep: Class 17 contains 152572 members 
Mstep: Class 18 contains 13438 members 
Mstep: Class 19 contains 9971 members 
Mstep: Class 20 contains 138561 members 
Mstep: Class 21 contains 19418 members 
Mstep: Class 22 contains 223902 members 
Mstep: Class 23 contains 136515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192695344.000000 Penalty: 77982.101562
Iteration 2F: 23 clusters Score -1.926953e+08 nChanged 359871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1650 members 
Mstep: Class 1 contains 251216 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 43640 members 
Mstep: Class 4 contains 40819 members 
Mstep: Class 5 contains 6126 members 
Mstep: Class 6 contains 194539 members 
Mstep: Class 7 contains 36529 members 
Mstep: Class 8 contains 10056 members 
Mstep: Class 9 contains 18883 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 60720 members 
Mstep: Class 13 contains 138396 members 
Mstep: Class 14 contains 27549 members 
Mstep: Class 15 contains 34319 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 167186 members 
Mstep: Class 18 contains 8205 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 152649 members 
Mstep: Class 21 contains 15295 members 
Mstep: Class 22 contains 248095 members 
Mstep: Class 23 contains 122349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2374.829590 but Gain 3544.640625
Score: -193141264.000000 Penalty: 74437.460938
Iteration 3F: 22 clusters Score -1.931413e+08 nChanged 305377
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 231279 members 
Mstep: Class 2 contains 9439 members 
Mstep: Class 3 contains 36196 members 
Mstep: Class 4 contains 38470 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 211473 members 
Mstep: Class 7 contains 30693 members 
Mstep: Class 8 contains 8804 members 
Mstep: Class 9 contains 14581 members 
Mstep: Class 11 contains 5824 members 
Mstep: Class 12 contains 54912 members 
Mstep: Class 13 contains 156868 members 
Mstep: Class 14 contains 21570 members 
Mstep: Class 15 contains 26420 members 
Mstep: Class 16 contains 4958 members 
Mstep: Class 17 contains 191210 members 
Mstep: Class 18 contains 5053 members 
Mstep: Class 20 contains 167372 members 
Mstep: Class 21 contains 13451 members 
Mstep: Class 22 contains 257554 members 
Mstep: Class 23 contains 119622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2873.750977 but Gain 3544.640625
Score: -193447664.000000 Penalty: 70892.820312
Iteration 4F: 21 clusters Score -1.934477e+08 nChanged 265585
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 200918 members 
Mstep: Class 2 contains 6651 members 
Mstep: Class 3 contains 32006 members 
Mstep: Class 4 contains 41455 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 218355 members 
Mstep: Class 7 contains 27239 members 
Mstep: Class 8 contains 9589 members 
Mstep: Class 9 contains 11904 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 50053 members 
Mstep: Class 13 contains 170777 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 20367 members 
Mstep: Class 17 contains 217885 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 20 contains 183340 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 243904 members 
Mstep: Class 23 contains 134092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3184.732178 but Gain 3544.640625
Score: -193628416.000000 Penalty: 67348.179688
Iteration 5F: 20 clusters Score -1.936284e+08 nChanged 234680
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 177797 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 30572 members 
Mstep: Class 4 contains 47400 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 212121 members 
Mstep: Class 7 contains 25996 members 
Mstep: Class 8 contains 11309 members 
Mstep: Class 9 contains 10182 members 
Mstep: Class 11 contains 3747 members 
Mstep: Class 12 contains 46691 members 
Mstep: Class 13 contains 176773 members 
Mstep: Class 14 contains 15351 members 
Mstep: Class 15 contains 15916 members 
Mstep: Class 17 contains 233371 members 
Mstep: Class 20 contains 198663 members 
Mstep: Class 21 contains 13035 members 
Mstep: Class 22 contains 217955 members 
Mstep: Class 23 contains 165279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193780288.000000 Penalty: 67348.179688
Iteration 6F: 20 clusters Score -1.937803e+08 nChanged 209027
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 163124 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 30249 members 
Mstep: Class 4 contains 54073 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 198919 members 
Mstep: Class 7 contains 26380 members 
Mstep: Class 8 contains 12085 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 11 contains 3549 members 
Mstep: Class 12 contains 44381 members 
Mstep: Class 13 contains 176306 members 
Mstep: Class 14 contains 13864 members 
Mstep: Class 15 contains 12369 members 
Mstep: Class 17 contains 230774 members 
Mstep: Class 20 contains 206085 members 
Mstep: Class 21 contains 13163 members 
Mstep: Class 22 contains 196159 members 
Mstep: Class 23 contains 212763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3201.693359 but Gain 3544.640625
Score: -193924016.000000 Penalty: 63803.539062
Iteration 7F: 19 clusters Score -1.93924e+08 nChanged 197455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153857 members 
Mstep: Class 3 contains 29771 members 
Mstep: Class 4 contains 60195 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 184076 members 
Mstep: Class 7 contains 27591 members 
Mstep: Class 8 contains 12333 members 
Mstep: Class 9 contains 8079 members 
Mstep: Class 11 contains 3482 members 
Mstep: Class 12 contains 42125 members 
Mstep: Class 13 contains 171256 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 17 contains 215232 members 
Mstep: Class 20 contains 197860 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 182952 members 
Mstep: Class 23 contains 283252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194061872.000000 Penalty: 63803.539062
Iteration 8F: 19 clusters Score -1.940619e+08 nChanged 181883
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 3 contains 28892 members 
Mstep: Class 4 contains 64641 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 168107 members 
Mstep: Class 7 contains 29166 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 38376 members 
Mstep: Class 13 contains 161653 members 
Mstep: Class 14 contains 11974 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 17 contains 195483 members 
Mstep: Class 20 contains 174886 members 
Mstep: Class 21 contains 12658 members 
Mstep: Class 22 contains 173122 members 
Mstep: Class 23 contains 371149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194048128.000000 Penalty: 63803.539062
Iteration 9F: 19 clusters Score -1.940481e+08 nChanged 149864
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 150354 members 
Mstep: Class 3 contains 29789 members 
Mstep: Class 4 contains 69139 members 
Mstep: Class 5 contains 4885 members 
Mstep: Class 6 contains 169643 members 
Mstep: Class 7 contains 32137 members 
Mstep: Class 8 contains 13682 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 36934 members 
Mstep: Class 13 contains 158555 members 
Mstep: Class 14 contains 12498 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 17 contains 189367 members 
Mstep: Class 20 contains 162203 members 
Mstep: Class 21 contains 13181 members 
Mstep: Class 22 contains 166506 members 
Mstep: Class 23 contains 388208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194038064.000000 Penalty: 63803.539062
Iteration 10F: 19 clusters Score -1.940381e+08 nChanged 109185
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 3 contains 31642 members 
Mstep: Class 4 contains 75948 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 174903 members 
Mstep: Class 7 contains 35957 members 
Mstep: Class 8 contains 15062 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 11 contains 3337 members 
Mstep: Class 12 contains 37604 members 
Mstep: Class 13 contains 158300 members 
Mstep: Class 14 contains 13956 members 
Mstep: Class 15 contains 4309 members 
Mstep: Class 17 contains 187839 members 
Mstep: Class 20 contains 162114 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 166915 members 
Mstep: Class 23 contains 359559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194145200.000000 Penalty: 63803.539062
Iteration 11F: 19 clusters Score -1.941452e+08 nChanged 87670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 3 contains 32872 members 
Mstep: Class 4 contains 81949 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 174959 members 
Mstep: Class 7 contains 38980 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 5601 members 
Mstep: Class 11 contains 3264 members 
Mstep: Class 12 contains 37970 members 
Mstep: Class 13 contains 155258 members 
Mstep: Class 14 contains 15295 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 17 contains 183294 members 
Mstep: Class 20 contains 161179 members 
Mstep: Class 21 contains 14944 members 
Mstep: Class 22 contains 163949 members 
Mstep: Class 23 contains 352767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194190144.000000 Penalty: 63803.539062
Iteration 12F: 19 clusters Score -1.941901e+08 nChanged 78293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 168350 members 
Mstep: Class 3 contains 33977 members 
Mstep: Class 4 contains 88143 members 
Mstep: Class 5 contains 5143 members 
Mstep: Class 6 contains 173901 members 
Mstep: Class 7 contains 41730 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 11 contains 3183 members 
Mstep: Class 12 contains 38945 members 
Mstep: Class 13 contains 152005 members 
Mstep: Class 14 contains 17052 members 
Mstep: Class 15 contains 3296 members 
Mstep: Class 17 contains 179478 members 
Mstep: Class 20 contains 163111 members 
Mstep: Class 21 contains 15503 members 
Mstep: Class 22 contains 161621 members 
Mstep: Class 23 contains 343260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3524.200439 but Gain 3544.640625
Score: -194242832.000000 Penalty: 60258.898438
Iteration 13Q: 18 clusters Score -1.942428e+08 nChanged 74617
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169971 members 
Mstep: Class 3 contains 35216 members 
Mstep: Class 4 contains 94368 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 171921 members 
Mstep: Class 7 contains 44198 members 
Mstep: Class 8 contains 19520 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 40372 members 
Mstep: Class 13 contains 148362 members 
Mstep: Class 14 contains 18896 members 
Mstep: Class 17 contains 176032 members 
Mstep: Class 20 contains 165374 members 
Mstep: Class 21 contains 15987 members 
Mstep: Class 22 contains 159674 members 
Mstep: Class 23 contains 338567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194281616.000000 Penalty: 60258.898438
Iteration 14Q: 18 clusters Score -1.942816e+08 nChanged 65795
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 3 contains 36361 members 
Mstep: Class 4 contains 100577 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 169771 members 
Mstep: Class 7 contains 46422 members 
Mstep: Class 8 contains 21393 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 41945 members 
Mstep: Class 13 contains 144126 members 
Mstep: Class 14 contains 21025 members 
Mstep: Class 17 contains 172929 members 
Mstep: Class 20 contains 167845 members 
Mstep: Class 21 contains 16352 members 
Mstep: Class 22 contains 158579 members 
Mstep: Class 23 contains 332031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194320480.000000 Penalty: 60258.898438
Iteration 15Q: 18 clusters Score -1.943205e+08 nChanged 61037
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 167009 members 
Mstep: Class 3 contains 37490 members 
Mstep: Class 4 contains 106369 members 
Mstep: Class 5 contains 5271 members 
Mstep: Class 6 contains 167836 members 
Mstep: Class 7 contains 48222 members 
Mstep: Class 8 contains 23387 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 43349 members 
Mstep: Class 13 contains 139634 members 
Mstep: Class 14 contains 23091 members 
Mstep: Class 17 contains 170247 members 
Mstep: Class 20 contains 168972 members 
Mstep: Class 21 contains 16428 members 
Mstep: Class 22 contains 158315 members 
Mstep: Class 23 contains 328581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194347104.000000 Penalty: 60258.898438
Iteration 16Q: 18 clusters Score -1.943471e+08 nChanged 55381
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 3 contains 38568 members 
Mstep: Class 4 contains 111878 members 
Mstep: Class 5 contains 5297 members 
Mstep: Class 6 contains 166659 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 25425 members 
Mstep: Class 9 contains 4682 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 44820 members 
Mstep: Class 13 contains 135236 members 
Mstep: Class 14 contains 25197 members 
Mstep: Class 17 contains 168155 members 
Mstep: Class 20 contains 169266 members 
Mstep: Class 21 contains 16384 members 
Mstep: Class 22 contains 158621 members 
Mstep: Class 23 contains 324606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194375344.000000 Penalty: 60258.898438
Iteration 17Q: 18 clusters Score -1.943753e+08 nChanged 51445
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 161573 members 
Mstep: Class 3 contains 39553 members 
Mstep: Class 4 contains 117120 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 165884 members 
Mstep: Class 7 contains 51011 members 
Mstep: Class 8 contains 27437 members 
Mstep: Class 9 contains 4473 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 46100 members 
Mstep: Class 13 contains 130988 members 
Mstep: Class 14 contains 27283 members 
Mstep: Class 17 contains 166465 members 
Mstep: Class 20 contains 168124 members 
Mstep: Class 21 contains 16365 members 
Mstep: Class 22 contains 159291 members 
Mstep: Class 23 contains 322108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194395216.000000 Penalty: 60258.898438
Iteration 18Q: 18 clusters Score -1.943952e+08 nChanged 47615
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 159025 members 
Mstep: Class 3 contains 40446 members 
Mstep: Class 4 contains 122096 members 
Mstep: Class 5 contains 5355 members 
Mstep: Class 6 contains 165958 members 
Mstep: Class 7 contains 52033 members 
Mstep: Class 8 contains 29513 members 
Mstep: Class 9 contains 4233 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 47306 members 
Mstep: Class 13 contains 126695 members 
Mstep: Class 14 contains 29436 members 
Mstep: Class 17 contains 165069 members 
Mstep: Class 20 contains 166159 members 
Mstep: Class 21 contains 16488 members 
Mstep: Class 22 contains 160614 members 
Mstep: Class 23 contains 318724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194414064.000000 Penalty: 60258.898438
Iteration 19Q: 18 clusters Score -1.944141e+08 nChanged 44742
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 3 contains 41183 members 
Mstep: Class 4 contains 126765 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 166402 members 
Mstep: Class 7 contains 52737 members 
Mstep: Class 8 contains 31506 members 
Mstep: Class 9 contains 3994 members 
Mstep: Class 11 contains 2634 members 
Mstep: Class 12 contains 48167 members 
Mstep: Class 13 contains 122419 members 
Mstep: Class 14 contains 31517 members 
Mstep: Class 17 contains 163980 members 
Mstep: Class 20 contains 163456 members 
Mstep: Class 21 contains 16646 members 
Mstep: Class 22 contains 162000 members 
Mstep: Class 23 contains 316537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194431696.000000 Penalty: 60258.898438
Iteration 20F: 18 clusters Score -1.944317e+08 nChanged 42290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 3 contains 41778 members 
Mstep: Class 4 contains 131160 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 167183 members 
Mstep: Class 7 contains 53215 members 
Mstep: Class 8 contains 33342 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 11 contains 2531 members 
Mstep: Class 12 contains 48912 members 
Mstep: Class 13 contains 118308 members 
Mstep: Class 14 contains 33610 members 
Mstep: Class 17 contains 163024 members 
Mstep: Class 20 contains 160812 members 
Mstep: Class 21 contains 17131 members 
Mstep: Class 22 contains 163451 members 
Mstep: Class 23 contains 313839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194448672.000000 Penalty: 60258.898438
Iteration 21Q: 18 clusters Score -1.944487e+08 nChanged 41133
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152543 members 
Mstep: Class 3 contains 42268 members 
Mstep: Class 4 contains 135143 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 167843 members 
Mstep: Class 7 contains 53489 members 
Mstep: Class 8 contains 34996 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 49194 members 
Mstep: Class 13 contains 114342 members 
Mstep: Class 14 contains 35723 members 
Mstep: Class 17 contains 162061 members 
Mstep: Class 20 contains 157970 members 
Mstep: Class 21 contains 17737 members 
Mstep: Class 22 contains 164742 members 
Mstep: Class 23 contains 312463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194460448.000000 Penalty: 60258.898438
Iteration 22Q: 18 clusters Score -1.944604e+08 nChanged 39847
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 3 contains 42708 members 
Mstep: Class 4 contains 138783 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 168693 members 
Mstep: Class 7 contains 53672 members 
Mstep: Class 8 contains 36603 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 49298 members 
Mstep: Class 13 contains 110492 members 
Mstep: Class 14 contains 37906 members 
Mstep: Class 17 contains 161266 members 
Mstep: Class 20 contains 155466 members 
Mstep: Class 21 contains 18454 members 
Mstep: Class 22 contains 166377 members 
Mstep: Class 23 contains 309970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194472912.000000 Penalty: 60258.898438
Iteration 23Q: 18 clusters Score -1.944729e+08 nChanged 39714
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 3 contains 43090 members 
Mstep: Class 4 contains 142124 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 169347 members 
Mstep: Class 7 contains 53750 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 3064 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 12 contains 49050 members 
Mstep: Class 13 contains 106849 members 
Mstep: Class 14 contains 40081 members 
Mstep: Class 17 contains 160510 members 
Mstep: Class 20 contains 152968 members 
Mstep: Class 21 contains 19213 members 
Mstep: Class 22 contains 168080 members 
Mstep: Class 23 contains 308260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194482560.000000 Penalty: 60258.898438
Iteration 24Q: 18 clusters Score -1.944826e+08 nChanged 40217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 148335 members 
Mstep: Class 3 contains 43492 members 
Mstep: Class 4 contains 145482 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 169977 members 
Mstep: Class 7 contains 53705 members 
Mstep: Class 8 contains 39722 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 48494 members 
Mstep: Class 13 contains 103526 members 
Mstep: Class 14 contains 42208 members 
Mstep: Class 17 contains 159754 members 
Mstep: Class 20 contains 150643 members 
Mstep: Class 21 contains 19942 members 
Mstep: Class 22 contains 169679 members 
Mstep: Class 23 contains 306552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3447.867188 but Gain 3544.640625
Score: -194489648.000000 Penalty: 56714.257812
Iteration 25Q: 17 clusters Score -1.944896e+08 nChanged 43100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 147174 members 
Mstep: Class 3 contains 43872 members 
Mstep: Class 4 contains 149552 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 170394 members 
Mstep: Class 7 contains 53729 members 
Mstep: Class 8 contains 41212 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 48199 members 
Mstep: Class 13 contains 100792 members 
Mstep: Class 14 contains 44325 members 
Mstep: Class 17 contains 158753 members 
Mstep: Class 20 contains 148871 members 
Mstep: Class 21 contains 20630 members 
Mstep: Class 22 contains 171287 members 
Mstep: Class 23 contains 305598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194499264.000000 Penalty: 56714.257812
Iteration 26Q: 17 clusters Score -1.944993e+08 nChanged 40388
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 145887 members 
Mstep: Class 3 contains 44362 members 
Mstep: Class 4 contains 154226 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 170687 members 
Mstep: Class 7 contains 53690 members 
Mstep: Class 8 contains 42755 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 12 contains 47445 members 
Mstep: Class 13 contains 97931 members 
Mstep: Class 14 contains 46637 members 
Mstep: Class 17 contains 157537 members 
Mstep: Class 20 contains 146754 members 
Mstep: Class 21 contains 21275 members 
Mstep: Class 22 contains 172360 members 
Mstep: Class 23 contains 302878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194505232.000000 Penalty: 56714.257812
Iteration 27Q: 17 clusters Score -1.945052e+08 nChanged 42454
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 144114 members 
Mstep: Class 3 contains 44924 members 
Mstep: Class 4 contains 159538 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 170704 members 
Mstep: Class 7 contains 53635 members 
Mstep: Class 8 contains 44273 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 46497 members 
Mstep: Class 13 contains 95327 members 
Mstep: Class 14 contains 48850 members 
Mstep: Class 17 contains 155957 members 
Mstep: Class 20 contains 143812 members 
Mstep: Class 21 contains 21893 members 
Mstep: Class 22 contains 173398 members 
Mstep: Class 23 contains 301554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194510832.000000 Penalty: 56714.257812
Iteration 28Q: 17 clusters Score -1.945108e+08 nChanged 42952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 142170 members 
Mstep: Class 3 contains 45474 members 
Mstep: Class 4 contains 165954 members 
Mstep: Class 5 contains 5520 members 
Mstep: Class 6 contains 170832 members 
Mstep: Class 7 contains 53607 members 
Mstep: Class 8 contains 45805 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 12 contains 45560 members 
Mstep: Class 13 contains 92930 members 
Mstep: Class 14 contains 51116 members 
Mstep: Class 17 contains 154146 members 
Mstep: Class 20 contains 141359 members 
Mstep: Class 21 contains 22500 members 
Mstep: Class 22 contains 174523 members 
Mstep: Class 23 contains 298574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194517728.000000 Penalty: 56714.257812
Iteration 29Q: 17 clusters Score -1.945177e+08 nChanged 43452
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 139963 members 
Mstep: Class 3 contains 46043 members 
Mstep: Class 4 contains 172981 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 170896 members 
Mstep: Class 7 contains 53532 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 44529 members 
Mstep: Class 13 contains 90667 members 
Mstep: Class 14 contains 53400 members 
Mstep: Class 17 contains 152096 members 
Mstep: Class 20 contains 139161 members 
Mstep: Class 21 contains 23096 members 
Mstep: Class 22 contains 175511 members 
Mstep: Class 23 contains 295496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194522896.000000 Penalty: 56714.257812
Iteration 30Q: 17 clusters Score -1.945229e+08 nChanged 43834
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 137569 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 180005 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 170896 members 
Mstep: Class 7 contains 53382 members 
Mstep: Class 8 contains 48672 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 43545 members 
Mstep: Class 13 contains 88534 members 
Mstep: Class 14 contains 55793 members 
Mstep: Class 17 contains 150057 members 
Mstep: Class 20 contains 137226 members 
Mstep: Class 21 contains 23632 members 
Mstep: Class 22 contains 176286 members 
Mstep: Class 23 contains 292461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194529984.000000 Penalty: 56714.257812
Iteration 31Q: 17 clusters Score -1.9453e+08 nChanged 44289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 3 contains 47232 members 
Mstep: Class 4 contains 186593 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 170904 members 
Mstep: Class 7 contains 53279 members 
Mstep: Class 8 contains 50123 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 12 contains 42849 members 
Mstep: Class 13 contains 86506 members 
Mstep: Class 14 contains 58335 members 
Mstep: Class 17 contains 148205 members 
Mstep: Class 20 contains 135447 members 
Mstep: Class 21 contains 24101 members 
Mstep: Class 22 contains 176810 members 
Mstep: Class 23 contains 289367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194533056.000000 Penalty: 56714.257812
Iteration 32Q: 17 clusters Score -1.945331e+08 nChanged 44399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132410 members 
Mstep: Class 3 contains 47835 members 
Mstep: Class 4 contains 191821 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 170962 members 
Mstep: Class 7 contains 53216 members 
Mstep: Class 8 contains 51635 members 
Mstep: Class 11 contains 1534 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 84574 members 
Mstep: Class 14 contains 61004 members 
Mstep: Class 17 contains 146999 members 
Mstep: Class 20 contains 134031 members 
Mstep: Class 21 contains 24622 members 
Mstep: Class 22 contains 177405 members 
Mstep: Class 23 contains 285824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194535136.000000 Penalty: 56714.257812
Iteration 33Q: 17 clusters Score -1.945351e+08 nChanged 43297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 130422 members 
Mstep: Class 3 contains 48582 members 
Mstep: Class 4 contains 195202 members 
Mstep: Class 5 contains 5630 members 
Mstep: Class 6 contains 171224 members 
Mstep: Class 7 contains 53217 members 
Mstep: Class 8 contains 53184 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 42019 members 
Mstep: Class 13 contains 82870 members 
Mstep: Class 14 contains 63861 members 
Mstep: Class 17 contains 146613 members 
Mstep: Class 20 contains 133062 members 
Mstep: Class 21 contains 25140 members 
Mstep: Class 22 contains 178069 members 
Mstep: Class 23 contains 281269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194536544.000000 Penalty: 56714.257812
Iteration 34Q: 17 clusters Score -1.945365e+08 nChanged 39994
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129131 members 
Mstep: Class 3 contains 49395 members 
Mstep: Class 4 contains 196692 members 
Mstep: Class 5 contains 5646 members 
Mstep: Class 6 contains 171794 members 
Mstep: Class 7 contains 53265 members 
Mstep: Class 8 contains 54678 members 
Mstep: Class 11 contains 1455 members 
Mstep: Class 12 contains 41964 members 
Mstep: Class 13 contains 81272 members 
Mstep: Class 14 contains 66921 members 
Mstep: Class 17 contains 146987 members 
Mstep: Class 20 contains 132604 members 
Mstep: Class 21 contains 25701 members 
Mstep: Class 22 contains 179030 members 
Mstep: Class 23 contains 275317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194538672.000000 Penalty: 56714.257812
Iteration 35Q: 17 clusters Score -1.945387e+08 nChanged 36447
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 3 contains 50249 members 
Mstep: Class 4 contains 196758 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 172539 members 
Mstep: Class 7 contains 53363 members 
Mstep: Class 8 contains 56264 members 
Mstep: Class 11 contains 1443 members 
Mstep: Class 12 contains 42041 members 
Mstep: Class 13 contains 79845 members 
Mstep: Class 14 contains 70133 members 
Mstep: Class 17 contains 148069 members 
Mstep: Class 20 contains 132903 members 
Mstep: Class 21 contains 26270 members 
Mstep: Class 22 contains 180186 members 
Mstep: Class 23 contains 267612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194540656.000000 Penalty: 56714.257812
Iteration 36Q: 17 clusters Score -1.945407e+08 nChanged 33320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 3 contains 51125 members 
Mstep: Class 4 contains 195917 members 
Mstep: Class 5 contains 5680 members 
Mstep: Class 6 contains 173356 members 
Mstep: Class 7 contains 53476 members 
Mstep: Class 8 contains 57913 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 42409 members 
Mstep: Class 13 contains 78601 members 
Mstep: Class 14 contains 73432 members 
Mstep: Class 17 contains 149537 members 
Mstep: Class 20 contains 133661 members 
Mstep: Class 21 contains 26822 members 
Mstep: Class 22 contains 181373 members 
Mstep: Class 23 contains 258623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543136.000000 Penalty: 56714.257812
Iteration 37Q: 17 clusters Score -1.945431e+08 nChanged 31015
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 128859 members 
Mstep: Class 3 contains 51995 members 
Mstep: Class 4 contains 194726 members 
Mstep: Class 5 contains 5688 members 
Mstep: Class 6 contains 174173 members 
Mstep: Class 7 contains 53633 members 
Mstep: Class 8 contains 59592 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 43011 members 
Mstep: Class 13 contains 77541 members 
Mstep: Class 14 contains 76926 members 
Mstep: Class 17 contains 151098 members 
Mstep: Class 20 contains 134824 members 
Mstep: Class 21 contains 27282 members 
Mstep: Class 22 contains 182533 members 
Mstep: Class 23 contains 248534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194548144.000000 Penalty: 56714.257812
Iteration 38Q: 17 clusters Score -1.945481e+08 nChanged 28827
Entering ConstructFrom: 
Score: -194548144.000000 Penalty: 56714.257812
Entering ConstructFrom: 
Trying to split cluster 1 (129572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129572 members 
Entering Unmasked Estep 
Score: -16047661.000000 Penalty: 2919.453857
	Iteration 0F: 2 clusters Score -1.604766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -15960813.000000 Penalty: 5838.907715
	Iteration 0F: 3 clusters Score -1.596081e+07 nChanged 61548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -15996324.000000 Penalty: 5838.907715
	Iteration 1F: 3 clusters Score -1.599632e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -15997161.000000 Penalty: 5838.907715
	Iteration 2Q: 3 clusters Score -1.599716e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -15998085.000000 Penalty: 5838.907715
	Iteration 3Q: 3 clusters Score -1.599808e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74050 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -15999425.000000 Penalty: 5838.907715
	Iteration 4Q: 3 clusters Score -1.599942e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -16001534.000000 Penalty: 5838.907715
	Iteration 5Q: 3 clusters Score -1.600153e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -16005395.000000 Penalty: 5838.907715
	Iteration 6F: 3 clusters Score -1.60054e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -16012330.000000 Penalty: 5838.907715
	Iteration 7F: 3 clusters Score -1.601233e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -16022738.000000 Penalty: 5838.907715
	Iteration 8F: 3 clusters Score -1.602274e+07 nChanged 11142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118522 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -16033989.000000 Penalty: 5838.907715
	Iteration 9F: 3 clusters Score -1.603399e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125575 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -16041121.000000 Penalty: 5838.907715
	Iteration 10F: 3 clusters Score -1.604112e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -16043951.000000 Penalty: 5838.907715
	Iteration 11Q: 3 clusters Score -1.604395e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129143 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -16044709.000000 Penalty: 5838.907715
	Iteration 12Q: 3 clusters Score -1.604471e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129290 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16044885.000000 Penalty: 5838.907715
	Iteration 13Q: 3 clusters Score -1.604488e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16044968.000000 Penalty: 5838.907715
	Iteration 14Q: 3 clusters Score -1.604497e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129348 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16044996.000000 Penalty: 5838.907715
	Iteration 15Q: 3 clusters Score -1.6045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16045023.000000 Penalty: 5838.907715
	Iteration 16Q: 3 clusters Score -1.604502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129361 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -16045054.000000 Penalty: 5838.907715
	Iteration 17Q: 3 clusters Score -1.604505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -16045066.000000 Penalty: 5838.907715
	Iteration 18Q: 3 clusters Score -1.604507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129369 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16045070.000000 Penalty: 5838.907715
	Iteration 19Q: 3 clusters Score -1.604507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -16045063.000000 Penalty: 5838.907715
	Iteration 20F: 3 clusters Score -1.604506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16045089.000000 Penalty: 5838.907715
	Iteration 21Q: 3 clusters Score -1.604509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -16045079.000000 Penalty: 5838.907715
	Iteration 22Q: 3 clusters Score -1.604508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16045084.000000 Penalty: 5838.907715
	Iteration 23Q: 3 clusters Score -1.604508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -16045084.000000 Penalty: 5838.907715
	Iteration 24F: 3 clusters Score -1.604508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Entering Unmasked Estep 
Score: -6544741.500000 Penalty: 2696.799316
	Iteration 0F: 2 clusters Score -6544742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -6509358.000000 Penalty: 5393.598633
	Iteration 0F: 3 clusters Score -6509358 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -6524221.000000 Penalty: 5393.598633
	Iteration 1F: 3 clusters Score -6524221 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -6526943.500000 Penalty: 5393.598633
	Iteration 2F: 3 clusters Score -6526944 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -6530341.000000 Penalty: 5393.598633
	Iteration 3F: 3 clusters Score -6530341 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6534047.000000 Penalty: 5393.598633
	Iteration 4F: 3 clusters Score -6534047 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -6537617.500000 Penalty: 5393.598633
	Iteration 5F: 3 clusters Score -6537618 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -6540578.500000 Penalty: 5393.598633
	Iteration 6F: 3 clusters Score -6540578 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -6542836.000000 Penalty: 5393.598633
	Iteration 7F: 3 clusters Score -6542836 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -6544539.000000 Penalty: 5393.598633
	Iteration 8Q: 3 clusters Score -6544539 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6545812.500000 Penalty: 5393.598633
	Iteration 9Q: 3 clusters Score -6545812 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6546620.500000 Penalty: 5393.598633
	Iteration 10Q: 3 clusters Score -6546620 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -6547124.500000 Penalty: 5393.598633
	Iteration 11Q: 3 clusters Score -6547124 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -6547378.000000 Penalty: 5393.598633
	Iteration 12Q: 3 clusters Score -6547378 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -6547486.500000 Penalty: 5393.598633
	Iteration 13Q: 3 clusters Score -6547486 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6547540.500000 Penalty: 5393.598633
	Iteration 14Q: 3 clusters Score -6547540 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6547558.000000 Penalty: 5393.598633
	Iteration 15Q: 3 clusters Score -6547558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -6547564.000000 Penalty: 5393.598633
	Iteration 16Q: 3 clusters Score -6547564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6547573.500000 Penalty: 5393.598633
	Iteration 17Q: 3 clusters Score -6547574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6547572.500000 Penalty: 5393.598633
	Iteration 18Q: 3 clusters Score -6547572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6547591.000000 Penalty: 5393.598633
	Iteration 19Q: 3 clusters Score -6547591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6547602.500000 Penalty: 5393.598633
	Iteration 20F: 3 clusters Score -6547602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6547601.000000 Penalty: 5393.598633
	Iteration 21Q: 3 clusters Score -6547601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6547612.500000 Penalty: 5393.598633
	Iteration 22Q: 3 clusters Score -6547612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -6547611.000000 Penalty: 5393.598633
	Iteration 23Q: 3 clusters Score -6547611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6547604.000000 Penalty: 5393.598633
	Iteration 24Q: 3 clusters Score -6547604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -6547604.500000 Penalty: 5393.598633
	Iteration 25Q: 3 clusters Score -6547604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6547603.500000 Penalty: 5393.598633
	Iteration 26Q: 3 clusters Score -6547604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6547603.500000 Penalty: 5393.598633
	Iteration 27F: 3 clusters Score -6547604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 50406 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 193340 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 61197 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 27750 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
Score: -194551056.000000 Penalty: 60258.898438
Splitting cluster 3 changes total score from -194548144.000000 to -194551056.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (193340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193340 members 
Entering Unmasked Estep 
Score: -23835862.000000 Penalty: 3018.707031
	Iteration 0F: 2 clusters Score -2.383586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -23720946.000000 Penalty: 6037.414062
	Iteration 0F: 3 clusters Score -2.372095e+07 nChanged 92749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 96903 members 
Entering Unmasked Estep 
Score: -23777316.000000 Penalty: 6037.414062
	Iteration 1F: 3 clusters Score -2.377732e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -23779848.000000 Penalty: 6037.414062
	Iteration 2Q: 3 clusters Score -2.377985e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -23782886.000000 Penalty: 6037.414062
	Iteration 3Q: 3 clusters Score -2.378289e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -23785886.000000 Penalty: 6037.414062
	Iteration 4Q: 3 clusters Score -2.378589e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99040 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -23789486.000000 Penalty: 6037.414062
	Iteration 5Q: 3 clusters Score -2.378949e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -23793276.000000 Penalty: 6037.414062
	Iteration 6Q: 3 clusters Score -2.379328e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104281 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -23797466.000000 Penalty: 6037.414062
	Iteration 7F: 3 clusters Score -2.379747e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -23802642.000000 Penalty: 6037.414062
	Iteration 8F: 3 clusters Score -2.380264e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112784 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -23808284.000000 Penalty: 6037.414062
	Iteration 9F: 3 clusters Score -2.380828e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -23814150.000000 Penalty: 6037.414062
	Iteration 10F: 3 clusters Score -2.381415e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122347 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -23818986.000000 Penalty: 6037.414062
	Iteration 11Q: 3 clusters Score -2.381899e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126670 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -23822244.000000 Penalty: 6037.414062
	Iteration 12Q: 3 clusters Score -2.382224e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130719 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -23824578.000000 Penalty: 6037.414062
	Iteration 13Q: 3 clusters Score -2.382458e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -23826426.000000 Penalty: 6037.414062
	Iteration 14Q: 3 clusters Score -2.382643e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -23828052.000000 Penalty: 6037.414062
	Iteration 15Q: 3 clusters Score -2.382805e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -23829708.000000 Penalty: 6037.414062
	Iteration 16Q: 3 clusters Score -2.382971e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -23831270.000000 Penalty: 6037.414062
	Iteration 17Q: 3 clusters Score -2.383127e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -23833064.000000 Penalty: 6037.414062
	Iteration 18Q: 3 clusters Score -2.383306e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155052 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -23834782.000000 Penalty: 6037.414062
	Iteration 19Q: 3 clusters Score -2.383478e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159590 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -23836204.000000 Penalty: 6037.414062
	Iteration 20F: 3 clusters Score -2.38362e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164148 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -23837514.000000 Penalty: 6037.414062
	Iteration 21Q: 3 clusters Score -2.383751e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -23838264.000000 Penalty: 6037.414062
	Iteration 22Q: 3 clusters Score -2.383826e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -23838542.000000 Penalty: 6037.414062
	Iteration 23Q: 3 clusters Score -2.383854e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175571 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -23838782.000000 Penalty: 6037.414062
	Iteration 24Q: 3 clusters Score -2.383878e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -23838912.000000 Penalty: 6037.414062
	Iteration 25Q: 3 clusters Score -2.383891e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180882 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -23839142.000000 Penalty: 6037.414062
	Iteration 26Q: 3 clusters Score -2.383914e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182868 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -23839282.000000 Penalty: 6037.414062
	Iteration 27Q: 3 clusters Score -2.383928e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184515 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -23839342.000000 Penalty: 6037.414062
	Iteration 28Q: 3 clusters Score -2.383934e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -23839452.000000 Penalty: 6037.414062
	Iteration 29Q: 3 clusters Score -2.383945e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187059 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -23839602.000000 Penalty: 6037.414062
	Iteration 30Q: 3 clusters Score -2.38396e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187911 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -23839606.000000 Penalty: 6037.414062
	Iteration 31Q: 3 clusters Score -2.383961e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188524 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -23839712.000000 Penalty: 6037.414062
	Iteration 32Q: 3 clusters Score -2.383971e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -23839780.000000 Penalty: 6037.414062
	Iteration 33Q: 3 clusters Score -2.383978e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189281 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -23839790.000000 Penalty: 6037.414062
	Iteration 34Q: 3 clusters Score -2.383979e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189481 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -23839848.000000 Penalty: 6037.414062
	Iteration 35Q: 3 clusters Score -2.383985e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189621 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -23839762.000000 Penalty: 6037.414062
	Iteration 36Q: 3 clusters Score -2.383976e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189730 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -23839758.000000 Penalty: 6037.414062
	Iteration 37Q: 3 clusters Score -2.383976e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189826 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -23839682.000000 Penalty: 6037.414062
	Iteration 38Q: 3 clusters Score -2.383968e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -23839612.000000 Penalty: 6037.414062
	Iteration 39Q: 3 clusters Score -2.383961e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189937 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -23839736.000000 Penalty: 6037.414062
	Iteration 40F: 3 clusters Score -2.383974e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189975 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -23839768.000000 Penalty: 6037.414062
	Iteration 41Q: 3 clusters Score -2.383977e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190007 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -23839772.000000 Penalty: 6037.414062
	Iteration 42Q: 3 clusters Score -2.383977e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190038 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -23839754.000000 Penalty: 6037.414062
	Iteration 43Q: 3 clusters Score -2.383975e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190065 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -23839798.000000 Penalty: 6037.414062
	Iteration 44Q: 3 clusters Score -2.38398e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190068 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -23839788.000000 Penalty: 6037.414062
	Iteration 45Q: 3 clusters Score -2.383979e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190084 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -23839748.000000 Penalty: 6037.414062
	Iteration 46Q: 3 clusters Score -2.383975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190099 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -23839734.000000 Penalty: 6037.414062
	Iteration 47Q: 3 clusters Score -2.383973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190108 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -23839764.000000 Penalty: 6037.414062
	Iteration 48Q: 3 clusters Score -2.383976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -23839734.000000 Penalty: 6037.414062
	Iteration 49Q: 3 clusters Score -2.383973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190107 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -23839756.000000 Penalty: 6037.414062
	Iteration 50Q: 3 clusters Score -2.383976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -23839742.000000 Penalty: 6037.414062
	Iteration 51Q: 3 clusters Score -2.383974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190115 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23839734.000000 Penalty: 6037.414062
	Iteration 52Q: 3 clusters Score -2.383973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190120 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -23839706.000000 Penalty: 6037.414062
	Iteration 53Q: 3 clusters Score -2.383971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190127 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -23839728.000000 Penalty: 6037.414062
	Iteration 54Q: 3 clusters Score -2.383973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190133 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -23839730.000000 Penalty: 6037.414062
	Iteration 55Q: 3 clusters Score -2.383973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190136 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -23839722.000000 Penalty: 6037.414062
	Iteration 56Q: 3 clusters Score -2.383972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190138 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -23839724.000000 Penalty: 6037.414062
	Iteration 57Q: 3 clusters Score -2.383972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190137 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -23839722.000000 Penalty: 6037.414062
	Iteration 58Q: 3 clusters Score -2.383972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190135 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23839720.000000 Penalty: 6037.414062
	Iteration 59Q: 3 clusters Score -2.383972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190134 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -23839726.000000 Penalty: 6037.414062
	Iteration 60F: 3 clusters Score -2.383973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190132 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -23839718.000000 Penalty: 6037.414062
	Iteration 61Q: 3 clusters Score -2.383972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190131 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -23839728.000000 Penalty: 6037.414062
	Iteration 62Q: 3 clusters Score -2.383973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190130 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -23839732.000000 Penalty: 6037.414062
	Iteration 63Q: 3 clusters Score -2.383973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190129 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -23839726.000000 Penalty: 6037.414062
	Iteration 64Q: 3 clusters Score -2.383973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190129 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -23839726.000000 Penalty: 6037.414062
	Iteration 65F: 3 clusters Score -2.383973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 50406 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 190129 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 61197 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 27750 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
Score: -194552928.000000 Penalty: 63803.539062
Splitting cluster 4 changes total score from -194548144.000000 to -194552928.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -602076.625000 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -602076.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -597411.500000 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -597411.5 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -602386.687500 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -602386.7 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -612445.812500 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -612445.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -619695.687500 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -619695.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -621259.750000 Penalty: 4289.343750
	Iteration 4Q: 3 clusters Score -621259.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -621567.187500 Penalty: 4289.343750
	Iteration 5Q: 3 clusters Score -621567.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -621592.812500 Penalty: 4289.343750
	Iteration 6Q: 3 clusters Score -621592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -621619.125000 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -621619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -621619.375000 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -621619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -621620.312500 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -621620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -621620.312500 Penalty: 4289.343750
	Iteration 10F: 3 clusters Score -621620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 50406 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 190129 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 61197 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 27750 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
Score: -194571744.000000 Penalty: 67348.179688
Splitting cluster 5 changes total score from -194548144.000000 to -194571744.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (174791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174791 members 
Entering Unmasked Estep 
Score: -21545896.000000 Penalty: 2993.693848
	Iteration 0F: 2 clusters Score -2.15459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 87674 members 
Entering Unmasked Estep 
Score: -21434238.000000 Penalty: 5987.387695
	Iteration 0F: 3 clusters Score -2.143424e+07 nChanged 83632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -21483418.000000 Penalty: 5987.387695
	Iteration 1F: 3 clusters Score -2.148342e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -21484702.000000 Penalty: 5987.387695
	Iteration 2Q: 3 clusters Score -2.14847e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -21486724.000000 Penalty: 5987.387695
	Iteration 3Q: 3 clusters Score -2.148672e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -21490086.000000 Penalty: 5987.387695
	Iteration 4Q: 3 clusters Score -2.149009e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 116508 members 
Entering Unmasked Estep 
Score: -21496332.000000 Penalty: 5987.387695
	Iteration 5F: 3 clusters Score -2.149633e+07 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 129727 members 
Entering Unmasked Estep 
Score: -21506234.000000 Penalty: 5987.387695
	Iteration 6F: 3 clusters Score -2.150623e+07 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -21519430.000000 Penalty: 5987.387695
	Iteration 7F: 3 clusters Score -2.151943e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 158240 members 
Entering Unmasked Estep 
Score: -21531424.000000 Penalty: 5987.387695
	Iteration 8F: 3 clusters Score -2.153142e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 167291 members 
Entering Unmasked Estep 
Score: -21538282.000000 Penalty: 5987.387695
	Iteration 9F: 3 clusters Score -2.153828e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 171714 members 
Entering Unmasked Estep 
Score: -21541220.000000 Penalty: 5987.387695
	Iteration 10Q: 3 clusters Score -2.154122e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 173499 members 
Entering Unmasked Estep 
Score: -21542500.000000 Penalty: 5987.387695
	Iteration 11Q: 3 clusters Score -2.15425e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 174080 members 
Entering Unmasked Estep 
Score: -21542930.000000 Penalty: 5987.387695
	Iteration 12Q: 3 clusters Score -2.154293e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 174302 members 
Entering Unmasked Estep 
Score: -21543178.000000 Penalty: 5987.387695
	Iteration 13Q: 3 clusters Score -2.154318e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 174386 members 
Entering Unmasked Estep 
Score: -21543276.000000 Penalty: 5987.387695
	Iteration 14Q: 3 clusters Score -2.154328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -21543282.000000 Penalty: 5987.387695
	Iteration 15Q: 3 clusters Score -2.154328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 174440 members 
Entering Unmasked Estep 
Score: -21543320.000000 Penalty: 5987.387695
	Iteration 16Q: 3 clusters Score -2.154332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -21543386.000000 Penalty: 5987.387695
	Iteration 17Q: 3 clusters Score -2.154339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -21543404.000000 Penalty: 5987.387695
	Iteration 18Q: 3 clusters Score -2.15434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 174466 members 
Entering Unmasked Estep 
Score: -21543406.000000 Penalty: 5987.387695
	Iteration 19Q: 3 clusters Score -2.154341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 174462 members 
Entering Unmasked Estep 
Score: -21543428.000000 Penalty: 5987.387695
	Iteration 20F: 3 clusters Score -2.154343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 174462 members 
Entering Unmasked Estep 
Score: -21543436.000000 Penalty: 5987.387695
	Iteration 21Q: 3 clusters Score -2.154344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -21543436.000000 Penalty: 5987.387695
	Iteration 22Q: 3 clusters Score -2.154344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -21543442.000000 Penalty: 5987.387695
	Iteration 23Q: 3 clusters Score -2.154344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 174458 members 
Entering Unmasked Estep 
Score: -21543442.000000 Penalty: 5987.387695
	Iteration 24Q: 3 clusters Score -2.154344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -21543440.000000 Penalty: 5987.387695
	Iteration 25Q: 3 clusters Score -2.154344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -21543444.000000 Penalty: 5987.387695
	Iteration 26Q: 3 clusters Score -2.154344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 174456 members 
Entering Unmasked Estep 
Score: -21543444.000000 Penalty: 5987.387695
	Iteration 27F: 3 clusters Score -2.154344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Entering Unmasked Estep 
Score: -6649428.000000 Penalty: 2701.572510
	Iteration 0F: 2 clusters Score -6649428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -6613148.500000 Penalty: 5403.145020
	Iteration 0F: 3 clusters Score -6613148 nChanged 25011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -6626985.000000 Penalty: 5403.145020
	Iteration 1F: 3 clusters Score -6626985 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -6627603.000000 Penalty: 5403.145020
	Iteration 2Q: 3 clusters Score -6627603 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -6628192.000000 Penalty: 5403.145020
	Iteration 3Q: 3 clusters Score -6628192 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -6628761.500000 Penalty: 5403.145020
	Iteration 4Q: 3 clusters Score -6628762 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6629340.500000 Penalty: 5403.145020
	Iteration 5Q: 3 clusters Score -6629340 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6630037.000000 Penalty: 5403.145020
	Iteration 6Q: 3 clusters Score -6630037 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6630798.500000 Penalty: 5403.145020
	Iteration 7Q: 3 clusters Score -6630798 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -6631743.500000 Penalty: 5403.145020
	Iteration 8Q: 3 clusters Score -6631744 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -6633015.000000 Penalty: 5403.145020
	Iteration 9Q: 3 clusters Score -6633015 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -6634494.500000 Penalty: 5403.145020
	Iteration 10Q: 3 clusters Score -6634494 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -6636440.500000 Penalty: 5403.145020
	Iteration 11F: 3 clusters Score -6636440 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -6638239.000000 Penalty: 5403.145020
	Iteration 12F: 3 clusters Score -6638239 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6639401.000000 Penalty: 5403.145020
	Iteration 13Q: 3 clusters Score -6639401 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6639916.000000 Penalty: 5403.145020
	Iteration 14Q: 3 clusters Score -6639916 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -6640124.000000 Penalty: 5403.145020
	Iteration 15Q: 3 clusters Score -6640124 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -6640277.500000 Penalty: 5403.145020
	Iteration 16Q: 3 clusters Score -6640278 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6640420.000000 Penalty: 5403.145020
	Iteration 17Q: 3 clusters Score -6640420 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6640539.000000 Penalty: 5403.145020
	Iteration 18Q: 3 clusters Score -6640539 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -6640634.500000 Penalty: 5403.145020
	Iteration 19Q: 3 clusters Score -6640634 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -6640748.500000 Penalty: 5403.145020
	Iteration 20F: 3 clusters Score -6640748 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6640806.000000 Penalty: 5403.145020
	Iteration 21Q: 3 clusters Score -6640806 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6640889.500000 Penalty: 5403.145020
	Iteration 22Q: 3 clusters Score -6640890 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -6641017.500000 Penalty: 5403.145020
	Iteration 23Q: 3 clusters Score -6641018 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -6641066.000000 Penalty: 5403.145020
	Iteration 24Q: 3 clusters Score -6641066 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -6641117.500000 Penalty: 5403.145020
	Iteration 25Q: 3 clusters Score -6641118 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -6641193.000000 Penalty: 5403.145020
	Iteration 26Q: 3 clusters Score -6641193 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6641243.000000 Penalty: 5403.145020
	Iteration 27Q: 3 clusters Score -6641243 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -6641297.500000 Penalty: 5403.145020
	Iteration 28Q: 3 clusters Score -6641298 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -6641342.000000 Penalty: 5403.145020
	Iteration 29Q: 3 clusters Score -6641342 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6641392.500000 Penalty: 5403.145020
	Iteration 30Q: 3 clusters Score -6641392 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -6641476.500000 Penalty: 5403.145020
	Iteration 31Q: 3 clusters Score -6641476 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -6641540.000000 Penalty: 5403.145020
	Iteration 32Q: 3 clusters Score -6641540 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -6641606.000000 Penalty: 5403.145020
	Iteration 33Q: 3 clusters Score -6641606 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -6641689.500000 Penalty: 5403.145020
	Iteration 34Q: 3 clusters Score -6641690 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6641781.500000 Penalty: 5403.145020
	Iteration 35Q: 3 clusters Score -6641782 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -6641825.500000 Penalty: 5403.145020
	Iteration 36Q: 3 clusters Score -6641826 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -6641880.000000 Penalty: 5403.145020
	Iteration 37Q: 3 clusters Score -6641880 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -6641971.000000 Penalty: 5403.145020
	Iteration 38Q: 3 clusters Score -6641971 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -6642072.500000 Penalty: 5403.145020
	Iteration 39Q: 3 clusters Score -6642072 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6642204.000000 Penalty: 5403.145020
	Iteration 40F: 3 clusters Score -6642204 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -6642299.000000 Penalty: 5403.145020
	Iteration 41Q: 3 clusters Score -6642299 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -6642405.500000 Penalty: 5403.145020
	Iteration 42Q: 3 clusters Score -6642406 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6642519.000000 Penalty: 5403.145020
	Iteration 43Q: 3 clusters Score -6642519 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -6642615.000000 Penalty: 5403.145020
	Iteration 44Q: 3 clusters Score -6642615 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -6642706.500000 Penalty: 5403.145020
	Iteration 45Q: 3 clusters Score -6642706 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -6642813.000000 Penalty: 5403.145020
	Iteration 46Q: 3 clusters Score -6642813 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -6642943.000000 Penalty: 5403.145020
	Iteration 47Q: 3 clusters Score -6642943 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6643092.500000 Penalty: 5403.145020
	Iteration 48Q: 3 clusters Score -6643092 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6643300.000000 Penalty: 5403.145020
	Iteration 49Q: 3 clusters Score -6643300 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -6643470.000000 Penalty: 5403.145020
	Iteration 50Q: 3 clusters Score -6643470 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -6643621.500000 Penalty: 5403.145020
	Iteration 51Q: 3 clusters Score -6643622 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6643780.000000 Penalty: 5403.145020
	Iteration 52Q: 3 clusters Score -6643780 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -6643954.500000 Penalty: 5403.145020
	Iteration 53Q: 3 clusters Score -6643954 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -6644169.500000 Penalty: 5403.145020
	Iteration 54Q: 3 clusters Score -6644170 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -6644363.000000 Penalty: 5403.145020
	Iteration 55Q: 3 clusters Score -6644363 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -6644532.500000 Penalty: 5403.145020
	Iteration 56Q: 3 clusters Score -6644532 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -6644743.000000 Penalty: 5403.145020
	Iteration 57Q: 3 clusters Score -6644743 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6644924.000000 Penalty: 5403.145020
	Iteration 58Q: 3 clusters Score -6644924 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -6645121.000000 Penalty: 5403.145020
	Iteration 59Q: 3 clusters Score -6645121 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -6645325.000000 Penalty: 5403.145020
	Iteration 60F: 3 clusters Score -6645325 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -6645524.000000 Penalty: 5403.145020
	Iteration 61Q: 3 clusters Score -6645524 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -6645728.500000 Penalty: 5403.145020
	Iteration 62Q: 3 clusters Score -6645728 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -6645902.500000 Penalty: 5403.145020
	Iteration 63Q: 3 clusters Score -6645902 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -6646067.500000 Penalty: 5403.145020
	Iteration 64Q: 3 clusters Score -6646068 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -6646271.500000 Penalty: 5403.145020
	Iteration 65Q: 3 clusters Score -6646272 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -6646428.000000 Penalty: 5403.145020
	Iteration 66Q: 3 clusters Score -6646428 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -6646572.500000 Penalty: 5403.145020
	Iteration 67Q: 3 clusters Score -6646572 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6646682.000000 Penalty: 5403.145020
	Iteration 68Q: 3 clusters Score -6646682 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -6646830.000000 Penalty: 5403.145020
	Iteration 69Q: 3 clusters Score -6646830 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -6646964.500000 Penalty: 5403.145020
	Iteration 70Q: 3 clusters Score -6646964 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -6647067.000000 Penalty: 5403.145020
	Iteration 71Q: 3 clusters Score -6647067 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6647169.000000 Penalty: 5403.145020
	Iteration 72Q: 3 clusters Score -6647169 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -6647241.000000 Penalty: 5403.145020
	Iteration 73Q: 3 clusters Score -6647241 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6647280.500000 Penalty: 5403.145020
	Iteration 74Q: 3 clusters Score -6647280 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6647339.500000 Penalty: 5403.145020
	Iteration 75Q: 3 clusters Score -6647340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6647372.500000 Penalty: 5403.145020
	Iteration 76Q: 3 clusters Score -6647372 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6647396.000000 Penalty: 5403.145020
	Iteration 77Q: 3 clusters Score -6647396 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6647445.500000 Penalty: 5403.145020
	Iteration 78Q: 3 clusters Score -6647446 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6647509.000000 Penalty: 5403.145020
	Iteration 79Q: 3 clusters Score -6647509 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6647556.000000 Penalty: 5403.145020
	Iteration 80F: 3 clusters Score -6647556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6647602.000000 Penalty: 5403.145020
	Iteration 81Q: 3 clusters Score -6647602 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6647598.000000 Penalty: 5403.145020
	Iteration 82Q: 3 clusters Score -6647598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6647633.500000 Penalty: 5403.145020
	Iteration 83Q: 3 clusters Score -6647634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6647660.500000 Penalty: 5403.145020
	Iteration 84Q: 3 clusters Score -6647660 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6647662.000000 Penalty: 5403.145020
	Iteration 85Q: 3 clusters Score -6647662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6647686.500000 Penalty: 5403.145020
	Iteration 86Q: 3 clusters Score -6647686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6647702.500000 Penalty: 5403.145020
	Iteration 87Q: 3 clusters Score -6647702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6647733.000000 Penalty: 5403.145020
	Iteration 88Q: 3 clusters Score -6647733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6647733.500000 Penalty: 5403.145020
	Iteration 89Q: 3 clusters Score -6647734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6647760.000000 Penalty: 5403.145020
	Iteration 90Q: 3 clusters Score -6647760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6647769.500000 Penalty: 5403.145020
	Iteration 91Q: 3 clusters Score -6647770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6647767.500000 Penalty: 5403.145020
	Iteration 92Q: 3 clusters Score -6647768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6647782.500000 Penalty: 5403.145020
	Iteration 93Q: 3 clusters Score -6647782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6647792.500000 Penalty: 5403.145020
	Iteration 94Q: 3 clusters Score -6647792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6647803.000000 Penalty: 5403.145020
	Iteration 95Q: 3 clusters Score -6647803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6647814.500000 Penalty: 5403.145020
	Iteration 96Q: 3 clusters Score -6647814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6647806.500000 Penalty: 5403.145020
	Iteration 97Q: 3 clusters Score -6647806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6647812.500000 Penalty: 5403.145020
	Iteration 98Q: 3 clusters Score -6647812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6647810.000000 Penalty: 5403.145020
	Iteration 99Q: 3 clusters Score -6647810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6647818.000000 Penalty: 5403.145020
	Iteration 100F: 3 clusters Score -6647818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6647821.000000 Penalty: 5403.145020
	Iteration 101Q: 3 clusters Score -6647821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6647837.500000 Penalty: 5403.145020
	Iteration 102Q: 3 clusters Score -6647838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6647835.500000 Penalty: 5403.145020
	Iteration 103Q: 3 clusters Score -6647836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6647833.500000 Penalty: 5403.145020
	Iteration 104Q: 3 clusters Score -6647834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6647838.500000 Penalty: 5403.145020
	Iteration 105Q: 3 clusters Score -6647838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6647838.000000 Penalty: 5403.145020
	Iteration 106Q: 3 clusters Score -6647838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6647838.000000 Penalty: 5403.145020
	Iteration 107F: 3 clusters Score -6647838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Entering Unmasked Estep 
Score: -7647419.500000 Penalty: 2733.419678
	Iteration 0F: 2 clusters Score -7647420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7606244.500000 Penalty: 5466.839355
	Iteration 0F: 3 clusters Score -7606244 nChanged 28492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -7622860.500000 Penalty: 5466.839355
	Iteration 1F: 3 clusters Score -7622860 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -7624417.500000 Penalty: 5466.839355
	Iteration 2Q: 3 clusters Score -7624418 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -7626600.500000 Penalty: 5466.839355
	Iteration 3F: 3 clusters Score -7626600 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -7629752.500000 Penalty: 5466.839355
	Iteration 4F: 3 clusters Score -7629752 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7633547.000000 Penalty: 5466.839355
	Iteration 5F: 3 clusters Score -7633547 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -7637711.000000 Penalty: 5466.839355
	Iteration 6F: 3 clusters Score -7637711 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -7641576.000000 Penalty: 5466.839355
	Iteration 7F: 3 clusters Score -7641576 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7644722.500000 Penalty: 5466.839355
	Iteration 8F: 3 clusters Score -7644722 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7646670.000000 Penalty: 5466.839355
	Iteration 9Q: 3 clusters Score -7646670 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7647808.500000 Penalty: 5466.839355
	Iteration 10Q: 3 clusters Score -7647808 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7648385.500000 Penalty: 5466.839355
	Iteration 11Q: 3 clusters Score -7648386 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7648659.500000 Penalty: 5466.839355
	Iteration 12Q: 3 clusters Score -7648660 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7648809.000000 Penalty: 5466.839355
	Iteration 13Q: 3 clusters Score -7648809 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7648845.500000 Penalty: 5466.839355
	Iteration 14Q: 3 clusters Score -7648846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7648874.000000 Penalty: 5466.839355
	Iteration 15Q: 3 clusters Score -7648874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7648905.500000 Penalty: 5466.839355
	Iteration 16Q: 3 clusters Score -7648906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7648923.500000 Penalty: 5466.839355
	Iteration 17Q: 3 clusters Score -7648924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7648917.500000 Penalty: 5466.839355
	Iteration 18Q: 3 clusters Score -7648918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7648938.000000 Penalty: 5466.839355
	Iteration 19Q: 3 clusters Score -7648938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7648943.000000 Penalty: 5466.839355
	Iteration 20F: 3 clusters Score -7648943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7648931.500000 Penalty: 5466.839355
	Iteration 21Q: 3 clusters Score -7648932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7648941.000000 Penalty: 5466.839355
	Iteration 22Q: 3 clusters Score -7648941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7648943.000000 Penalty: 5466.839355
	Iteration 23Q: 3 clusters Score -7648943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7648937.000000 Penalty: 5466.839355
	Iteration 24Q: 3 clusters Score -7648937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7648940.000000 Penalty: 5466.839355
	Iteration 25Q: 3 clusters Score -7648940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7648932.500000 Penalty: 5466.839355
	Iteration 26Q: 3 clusters Score -7648932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7648945.000000 Penalty: 5466.839355
	Iteration 27Q: 3 clusters Score -7648945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7648947.000000 Penalty: 5466.839355
	Iteration 28Q: 3 clusters Score -7648947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7648954.000000 Penalty: 5466.839355
	Iteration 29Q: 3 clusters Score -7648954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7648960.000000 Penalty: 5466.839355
	Iteration 30Q: 3 clusters Score -7648960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7648951.000000 Penalty: 5466.839355
	Iteration 31Q: 3 clusters Score -7648951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7648954.000000 Penalty: 5466.839355
	Iteration 32Q: 3 clusters Score -7648954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7648954.000000 Penalty: 5466.839355
	Iteration 33F: 3 clusters Score -7648954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 50406 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 190129 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 59729 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 27750 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
Score: -194571904.000000 Penalty: 70892.820312
Splitting cluster 8 changes total score from -194548144.000000 to -194571904.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -158041.546875 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -158041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -155831.375000 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -155831.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156345.843750 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -156345.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -156567.812500 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -156567.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -156737.328125 Penalty: 3605.729736
	Iteration 3F: 3 clusters Score -156737.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -156945.687500 Penalty: 3605.729736
	Iteration 4F: 3 clusters Score -156945.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -157090.281250 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -157090.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157191.343750 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -157191.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157281.578125 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -157281.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157338.031250 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -157338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157380.437500 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -157380.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157416.984375 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -157417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157453.796875 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -157453.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157492.609375 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -157492.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -157519.281250 Penalty: 3605.729736
	Iteration 13Q: 3 clusters Score -157519.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157548.125000 Penalty: 3605.729736
	Iteration 14Q: 3 clusters Score -157548.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -157605.171875 Penalty: 3605.729736
	Iteration 15Q: 3 clusters Score -157605.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -157705.484375 Penalty: 3605.729736
	Iteration 16Q: 3 clusters Score -157705.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157925.078125 Penalty: 3605.729736
	Iteration 17Q: 3 clusters Score -157925.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -158162.625000 Penalty: 3605.729736
	Iteration 18Q: 3 clusters Score -158162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -158463.796875 Penalty: 3605.729736
	Iteration 19Q: 3 clusters Score -158463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158474.296875 Penalty: 3605.729736
	Iteration 20F: 3 clusters Score -158474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158484.968750 Penalty: 3605.729736
	Iteration 21Q: 3 clusters Score -158485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158494.953125 Penalty: 3605.729736
	Iteration 22Q: 3 clusters Score -158495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158502.906250 Penalty: 3605.729736
	Iteration 23Q: 3 clusters Score -158502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158510.359375 Penalty: 3605.729736
	Iteration 24Q: 3 clusters Score -158510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -158525.250000 Penalty: 3605.729736
	Iteration 25Q: 3 clusters Score -158525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158553.453125 Penalty: 3605.729736
	Iteration 26Q: 3 clusters Score -158553.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158626.062500 Penalty: 3605.729736
	Iteration 27Q: 3 clusters Score -158626.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -158728.046875 Penalty: 3605.729736
	Iteration 28Q: 3 clusters Score -158728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158768.015625 Penalty: 3605.729736
	Iteration 29Q: 3 clusters Score -158768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -158778.625000 Penalty: 3605.729736
	Iteration 30Q: 3 clusters Score -158778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158782.750000 Penalty: 3605.729736
	Iteration 31Q: 3 clusters Score -158782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158785.203125 Penalty: 3605.729736
	Iteration 32Q: 3 clusters Score -158785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158786.843750 Penalty: 3605.729736
	Iteration 33Q: 3 clusters Score -158786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158786.843750 Penalty: 3605.729736
	Iteration 34F: 3 clusters Score -158786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 50406 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 190129 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 59729 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 27750 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
Score: -194570832.000000 Penalty: 74437.460938
Splitting cluster 11 changes total score from -194548144.000000 to -194570832.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 12 (43573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Entering Unmasked Estep 
Score: -5480152.000000 Penalty: 2649.183838
	Iteration 0F: 2 clusters Score -5480152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -5450403.500000 Penalty: 5298.367676
	Iteration 0F: 3 clusters Score -5450404 nChanged 20086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -5461756.500000 Penalty: 5298.367676
	Iteration 1F: 3 clusters Score -5461756 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -5462243.500000 Penalty: 5298.367676
	Iteration 2Q: 3 clusters Score -5462244 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5462749.000000 Penalty: 5298.367676
	Iteration 3Q: 3 clusters Score -5462749 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5463370.500000 Penalty: 5298.367676
	Iteration 4Q: 3 clusters Score -5463370 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5464435.000000 Penalty: 5298.367676
	Iteration 5Q: 3 clusters Score -5464435 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5466267.500000 Penalty: 5298.367676
	Iteration 6F: 3 clusters Score -5466268 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -5468981.000000 Penalty: 5298.367676
	Iteration 7F: 3 clusters Score -5468981 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5472217.000000 Penalty: 5298.367676
	Iteration 8F: 3 clusters Score -5472217 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5474934.000000 Penalty: 5298.367676
	Iteration 9F: 3 clusters Score -5474934 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5476526.500000 Penalty: 5298.367676
	Iteration 10Q: 3 clusters Score -5476526 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5477199.500000 Penalty: 5298.367676
	Iteration 11Q: 3 clusters Score -5477200 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5477498.000000 Penalty: 5298.367676
	Iteration 12Q: 3 clusters Score -5477498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5477591.000000 Penalty: 5298.367676
	Iteration 13Q: 3 clusters Score -5477591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5477655.500000 Penalty: 5298.367676
	Iteration 14Q: 3 clusters Score -5477656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5477699.000000 Penalty: 5298.367676
	Iteration 15Q: 3 clusters Score -5477699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5477726.000000 Penalty: 5298.367676
	Iteration 16Q: 3 clusters Score -5477726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5477750.000000 Penalty: 5298.367676
	Iteration 17Q: 3 clusters Score -5477750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5477756.500000 Penalty: 5298.367676
	Iteration 18Q: 3 clusters Score -5477756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5477763.000000 Penalty: 5298.367676
	Iteration 19Q: 3 clusters Score -5477763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5477766.000000 Penalty: 5298.367676
	Iteration 20F: 3 clusters Score -5477766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5477767.000000 Penalty: 5298.367676
	Iteration 21Q: 3 clusters Score -5477767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5477767.000000 Penalty: 5298.367676
	Iteration 22F: 3 clusters Score -5477767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Entering Unmasked Estep 
Score: -9045018.000000 Penalty: 2789.056641
	Iteration 0F: 2 clusters Score -9045018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -8993616.000000 Penalty: 5578.113281
	Iteration 0F: 3 clusters Score -8993616 nChanged 36001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -9014045.000000 Penalty: 5578.113281
	Iteration 1F: 3 clusters Score -9014045 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -9014830.000000 Penalty: 5578.113281
	Iteration 2Q: 3 clusters Score -9014830 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9015794.000000 Penalty: 5578.113281
	Iteration 3Q: 3 clusters Score -9015794 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -9016660.000000 Penalty: 5578.113281
	Iteration 4Q: 3 clusters Score -9016660 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -9017521.000000 Penalty: 5578.113281
	Iteration 5Q: 3 clusters Score -9017521 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -9018482.000000 Penalty: 5578.113281
	Iteration 6Q: 3 clusters Score -9018482 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -9019600.000000 Penalty: 5578.113281
	Iteration 7Q: 3 clusters Score -9019600 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -9021013.000000 Penalty: 5578.113281
	Iteration 8Q: 3 clusters Score -9021013 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -9022620.000000 Penalty: 5578.113281
	Iteration 9Q: 3 clusters Score -9022620 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -9024408.000000 Penalty: 5578.113281
	Iteration 10Q: 3 clusters Score -9024408 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9026287.000000 Penalty: 5578.113281
	Iteration 11Q: 3 clusters Score -9026287 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -9028059.000000 Penalty: 5578.113281
	Iteration 12Q: 3 clusters Score -9028059 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -9029653.000000 Penalty: 5578.113281
	Iteration 13Q: 3 clusters Score -9029653 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -9031239.000000 Penalty: 5578.113281
	Iteration 14Q: 3 clusters Score -9031239 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -9032868.000000 Penalty: 5578.113281
	Iteration 15Q: 3 clusters Score -9032868 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -9034366.000000 Penalty: 5578.113281
	Iteration 16Q: 3 clusters Score -9034366 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -9035907.000000 Penalty: 5578.113281
	Iteration 17Q: 3 clusters Score -9035907 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -9037330.000000 Penalty: 5578.113281
	Iteration 18Q: 3 clusters Score -9037330 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -9038650.000000 Penalty: 5578.113281
	Iteration 19Q: 3 clusters Score -9038650 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -9039764.000000 Penalty: 5578.113281
	Iteration 20F: 3 clusters Score -9039764 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -9040630.000000 Penalty: 5578.113281
	Iteration 21Q: 3 clusters Score -9040630 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -9041281.000000 Penalty: 5578.113281
	Iteration 22Q: 3 clusters Score -9041281 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -9041718.000000 Penalty: 5578.113281
	Iteration 23Q: 3 clusters Score -9041718 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -9041985.000000 Penalty: 5578.113281
	Iteration 24Q: 3 clusters Score -9041985 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -9042179.000000 Penalty: 5578.113281
	Iteration 25Q: 3 clusters Score -9042179 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -9042294.000000 Penalty: 5578.113281
	Iteration 26Q: 3 clusters Score -9042294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -9042387.000000 Penalty: 5578.113281
	Iteration 27Q: 3 clusters Score -9042387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -9042442.000000 Penalty: 5578.113281
	Iteration 28Q: 3 clusters Score -9042442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -9042467.000000 Penalty: 5578.113281
	Iteration 29Q: 3 clusters Score -9042467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -9042493.000000 Penalty: 5578.113281
	Iteration 30Q: 3 clusters Score -9042493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -9042525.000000 Penalty: 5578.113281
	Iteration 31Q: 3 clusters Score -9042525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -9042550.000000 Penalty: 5578.113281
	Iteration 32Q: 3 clusters Score -9042550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -9042572.000000 Penalty: 5578.113281
	Iteration 33Q: 3 clusters Score -9042572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -9042588.000000 Penalty: 5578.113281
	Iteration 34Q: 3 clusters Score -9042588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -9042609.000000 Penalty: 5578.113281
	Iteration 35Q: 3 clusters Score -9042609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -9042614.000000 Penalty: 5578.113281
	Iteration 36Q: 3 clusters Score -9042614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -9042627.000000 Penalty: 5578.113281
	Iteration 37Q: 3 clusters Score -9042627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76008 members 
Entering Unmasked Estep 
Score: -9042640.000000 Penalty: 5578.113281
	Iteration 38Q: 3 clusters Score -9042640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -9042642.000000 Penalty: 5578.113281
	Iteration 39Q: 3 clusters Score -9042642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -9042645.000000 Penalty: 5578.113281
	Iteration 40F: 3 clusters Score -9042645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -9042651.000000 Penalty: 5578.113281
	Iteration 41Q: 3 clusters Score -9042651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -9042647.000000 Penalty: 5578.113281
	Iteration 42Q: 3 clusters Score -9042647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 76033 members 
Entering Unmasked Estep 
Score: -9042664.000000 Penalty: 5578.113281
	Iteration 43Q: 3 clusters Score -9042664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 76034 members 
Entering Unmasked Estep 
Score: -9042669.000000 Penalty: 5578.113281
	Iteration 44Q: 3 clusters Score -9042669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -9042669.000000 Penalty: 5578.113281
	Iteration 45Q: 3 clusters Score -9042669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -9042672.000000 Penalty: 5578.113281
	Iteration 46Q: 3 clusters Score -9042672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -9042671.000000 Penalty: 5578.113281
	Iteration 47Q: 3 clusters Score -9042671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 76039 members 
Entering Unmasked Estep 
Score: -9042671.000000 Penalty: 5578.113281
	Iteration 48F: 3 clusters Score -9042671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (80397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Entering Unmasked Estep 
Score: -10036476.000000 Penalty: 2801.093506
	Iteration 0F: 2 clusters Score -1.003648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -9982530.000000 Penalty: 5602.187012
	Iteration 0F: 3 clusters Score -9982530 nChanged 37965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -10004104.000000 Penalty: 5602.187012
	Iteration 1F: 3 clusters Score -1.00041e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -10005197.000000 Penalty: 5602.187012
	Iteration 2Q: 3 clusters Score -1.00052e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -10006939.000000 Penalty: 5602.187012
	Iteration 3Q: 3 clusters Score -1.000694e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -10009736.000000 Penalty: 5602.187012
	Iteration 4F: 3 clusters Score -1.000974e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -10014268.000000 Penalty: 5602.187012
	Iteration 5F: 3 clusters Score -1.001427e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -10020110.000000 Penalty: 5602.187012
	Iteration 6F: 3 clusters Score -1.002011e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -10026188.000000 Penalty: 5602.187012
	Iteration 7F: 3 clusters Score -1.002619e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -10030346.000000 Penalty: 5602.187012
	Iteration 8F: 3 clusters Score -1.003035e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -10032389.000000 Penalty: 5602.187012
	Iteration 9Q: 3 clusters Score -1.003239e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -10033467.000000 Penalty: 5602.187012
	Iteration 10Q: 3 clusters Score -1.003347e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -10034033.000000 Penalty: 5602.187012
	Iteration 11Q: 3 clusters Score -1.003403e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75591 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -10034373.000000 Penalty: 5602.187012
	Iteration 12Q: 3 clusters Score -1.003437e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -10034622.000000 Penalty: 5602.187012
	Iteration 13Q: 3 clusters Score -1.003462e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10034890.000000 Penalty: 5602.187012
	Iteration 14Q: 3 clusters Score -1.003489e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -10035047.000000 Penalty: 5602.187012
	Iteration 15Q: 3 clusters Score -1.003505e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10035195.000000 Penalty: 5602.187012
	Iteration 16Q: 3 clusters Score -1.00352e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10035347.000000 Penalty: 5602.187012
	Iteration 17Q: 3 clusters Score -1.003535e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10035483.000000 Penalty: 5602.187012
	Iteration 18Q: 3 clusters Score -1.003548e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10035593.000000 Penalty: 5602.187012
	Iteration 19Q: 3 clusters Score -1.003559e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10035714.000000 Penalty: 5602.187012
	Iteration 20F: 3 clusters Score -1.003571e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10035817.000000 Penalty: 5602.187012
	Iteration 21Q: 3 clusters Score -1.003582e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10035902.000000 Penalty: 5602.187012
	Iteration 22Q: 3 clusters Score -1.00359e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -10035955.000000 Penalty: 5602.187012
	Iteration 23Q: 3 clusters Score -1.003596e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10035975.000000 Penalty: 5602.187012
	Iteration 24Q: 3 clusters Score -1.003598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10035982.000000 Penalty: 5602.187012
	Iteration 25Q: 3 clusters Score -1.003598e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10036001.000000 Penalty: 5602.187012
	Iteration 26Q: 3 clusters Score -1.0036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10036029.000000 Penalty: 5602.187012
	Iteration 27Q: 3 clusters Score -1.003603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10036055.000000 Penalty: 5602.187012
	Iteration 28Q: 3 clusters Score -1.003606e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -10036060.000000 Penalty: 5602.187012
	Iteration 29Q: 3 clusters Score -1.003606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10036058.000000 Penalty: 5602.187012
	Iteration 30Q: 3 clusters Score -1.003606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10036072.000000 Penalty: 5602.187012
	Iteration 31Q: 3 clusters Score -1.003607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10036073.000000 Penalty: 5602.187012
	Iteration 32Q: 3 clusters Score -1.003607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10036070.000000 Penalty: 5602.187012
	Iteration 33Q: 3 clusters Score -1.003607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10036065.000000 Penalty: 5602.187012
	Iteration 34Q: 3 clusters Score -1.003606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10036071.000000 Penalty: 5602.187012
	Iteration 35Q: 3 clusters Score -1.003607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10036061.000000 Penalty: 5602.187012
	Iteration 36Q: 3 clusters Score -1.003606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10036059.000000 Penalty: 5602.187012
	Iteration 37Q: 3 clusters Score -1.003606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10036057.000000 Penalty: 5602.187012
	Iteration 38Q: 3 clusters Score -1.003606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10036057.000000 Penalty: 5602.187012
	Iteration 39F: 3 clusters Score -1.003606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10036055.000000 Penalty: 5602.187012
	Iteration 40F: 3 clusters Score -1.003606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10036059.000000 Penalty: 5602.187012
	Iteration 41Q: 3 clusters Score -1.003606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10036064.000000 Penalty: 5602.187012
	Iteration 42Q: 3 clusters Score -1.003606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10036064.000000 Penalty: 5602.187012
	Iteration 43F: 3 clusters Score -1.003606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152606 members 
Entering Unmasked Estep 
Score: -18935660.000000 Penalty: 2960.032471
	Iteration 0F: 2 clusters Score -1.893566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -18833848.000000 Penalty: 5920.064941
	Iteration 0F: 3 clusters Score -1.883385e+07 nChanged 72998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -18876194.000000 Penalty: 5920.064941
	Iteration 1F: 3 clusters Score -1.887619e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -18876980.000000 Penalty: 5920.064941
	Iteration 2Q: 3 clusters Score -1.887698e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -18878346.000000 Penalty: 5920.064941
	Iteration 3Q: 3 clusters Score -1.887835e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -18880094.000000 Penalty: 5920.064941
	Iteration 4Q: 3 clusters Score -1.888009e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -18882704.000000 Penalty: 5920.064941
	Iteration 5Q: 3 clusters Score -1.88827e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -18886866.000000 Penalty: 5920.064941
	Iteration 6F: 3 clusters Score -1.888687e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -18893080.000000 Penalty: 5920.064941
	Iteration 7F: 3 clusters Score -1.889308e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -18902136.000000 Penalty: 5920.064941
	Iteration 8F: 3 clusters Score -1.890214e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -18913012.000000 Penalty: 5920.064941
	Iteration 9F: 3 clusters Score -1.891301e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -18922782.000000 Penalty: 5920.064941
	Iteration 10F: 3 clusters Score -1.892278e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -18928460.000000 Penalty: 5920.064941
	Iteration 11Q: 3 clusters Score -1.892846e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139409 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -18931194.000000 Penalty: 5920.064941
	Iteration 12Q: 3 clusters Score -1.893119e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140994 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -18932344.000000 Penalty: 5920.064941
	Iteration 13Q: 3 clusters Score -1.893234e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142177 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -18932954.000000 Penalty: 5920.064941
	Iteration 14Q: 3 clusters Score -1.893295e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143146 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -18933362.000000 Penalty: 5920.064941
	Iteration 15Q: 3 clusters Score -1.893336e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143957 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -18933646.000000 Penalty: 5920.064941
	Iteration 16Q: 3 clusters Score -1.893365e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144630 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -18933888.000000 Penalty: 5920.064941
	Iteration 17Q: 3 clusters Score -1.893389e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145198 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -18934054.000000 Penalty: 5920.064941
	Iteration 18Q: 3 clusters Score -1.893405e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145694 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -18934272.000000 Penalty: 5920.064941
	Iteration 19Q: 3 clusters Score -1.893427e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -18934330.000000 Penalty: 5920.064941
	Iteration 20F: 3 clusters Score -1.893433e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146502 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -18934396.000000 Penalty: 5920.064941
	Iteration 21Q: 3 clusters Score -1.89344e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146797 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -18934454.000000 Penalty: 5920.064941
	Iteration 22Q: 3 clusters Score -1.893445e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -18934538.000000 Penalty: 5920.064941
	Iteration 23Q: 3 clusters Score -1.893454e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147314 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -18934542.000000 Penalty: 5920.064941
	Iteration 24Q: 3 clusters Score -1.893454e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -18934562.000000 Penalty: 5920.064941
	Iteration 25Q: 3 clusters Score -1.893456e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -18934518.000000 Penalty: 5920.064941
	Iteration 26Q: 3 clusters Score -1.893452e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147911 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -18934546.000000 Penalty: 5920.064941
	Iteration 27Q: 3 clusters Score -1.893455e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18934592.000000 Penalty: 5920.064941
	Iteration 28Q: 3 clusters Score -1.893459e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -18934532.000000 Penalty: 5920.064941
	Iteration 29Q: 3 clusters Score -1.893453e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -18934620.000000 Penalty: 5920.064941
	Iteration 30Q: 3 clusters Score -1.893462e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148496 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -18934616.000000 Penalty: 5920.064941
	Iteration 31Q: 3 clusters Score -1.893462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148607 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -18934612.000000 Penalty: 5920.064941
	Iteration 32Q: 3 clusters Score -1.893461e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -18934632.000000 Penalty: 5920.064941
	Iteration 33Q: 3 clusters Score -1.893463e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148808 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -18934638.000000 Penalty: 5920.064941
	Iteration 34Q: 3 clusters Score -1.893464e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148893 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -18934642.000000 Penalty: 5920.064941
	Iteration 35Q: 3 clusters Score -1.893464e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18934636.000000 Penalty: 5920.064941
	Iteration 36Q: 3 clusters Score -1.893464e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149057 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -18934640.000000 Penalty: 5920.064941
	Iteration 37Q: 3 clusters Score -1.893464e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -18934632.000000 Penalty: 5920.064941
	Iteration 38Q: 3 clusters Score -1.893463e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -18934648.000000 Penalty: 5920.064941
	Iteration 39Q: 3 clusters Score -1.893465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -18934656.000000 Penalty: 5920.064941
	Iteration 40F: 3 clusters Score -1.893466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -18934676.000000 Penalty: 5920.064941
	Iteration 41Q: 3 clusters Score -1.893468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -18934648.000000 Penalty: 5920.064941
	Iteration 42Q: 3 clusters Score -1.893465e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -18934678.000000 Penalty: 5920.064941
	Iteration 43Q: 3 clusters Score -1.893468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149345 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18934678.000000 Penalty: 5920.064941
	Iteration 44Q: 3 clusters Score -1.893468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -18934666.000000 Penalty: 5920.064941
	Iteration 45Q: 3 clusters Score -1.893467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -18934682.000000 Penalty: 5920.064941
	Iteration 46Q: 3 clusters Score -1.893468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -18934686.000000 Penalty: 5920.064941
	Iteration 47Q: 3 clusters Score -1.893469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149397 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -18934696.000000 Penalty: 5920.064941
	Iteration 48Q: 3 clusters Score -1.89347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -18934698.000000 Penalty: 5920.064941
	Iteration 49Q: 3 clusters Score -1.89347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149416 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -18934702.000000 Penalty: 5920.064941
	Iteration 50Q: 3 clusters Score -1.89347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -18934704.000000 Penalty: 5920.064941
	Iteration 51Q: 3 clusters Score -1.89347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -18934720.000000 Penalty: 5920.064941
	Iteration 52Q: 3 clusters Score -1.893472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149443 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -18934720.000000 Penalty: 5920.064941
	Iteration 53Q: 3 clusters Score -1.893472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -18934720.000000 Penalty: 5920.064941
	Iteration 54Q: 3 clusters Score -1.893472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -18934726.000000 Penalty: 5920.064941
	Iteration 55Q: 3 clusters Score -1.893473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -18934732.000000 Penalty: 5920.064941
	Iteration 56Q: 3 clusters Score -1.893473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -18934730.000000 Penalty: 5920.064941
	Iteration 57Q: 3 clusters Score -1.893473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -18934740.000000 Penalty: 5920.064941
	Iteration 58Q: 3 clusters Score -1.893474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -18934732.000000 Penalty: 5920.064941
	Iteration 59Q: 3 clusters Score -1.893473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -18934730.000000 Penalty: 5920.064941
	Iteration 60F: 3 clusters Score -1.893473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -18934736.000000 Penalty: 5920.064941
	Iteration 61Q: 3 clusters Score -1.893474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -18934734.000000 Penalty: 5920.064941
	Iteration 62Q: 3 clusters Score -1.893473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -18934744.000000 Penalty: 5920.064941
	Iteration 63Q: 3 clusters Score -1.893474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -18934744.000000 Penalty: 5920.064941
	Iteration 64F: 3 clusters Score -1.893474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (136129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136129 members 
Entering Unmasked Estep 
Score: -16835148.000000 Penalty: 2931.697021
	Iteration 0F: 2 clusters Score -1.683515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -16744116.000000 Penalty: 5863.394043
	Iteration 0F: 3 clusters Score -1.674412e+07 nChanged 65021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -16781392.000000 Penalty: 5863.394043
	Iteration 1F: 3 clusters Score -1.678139e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -16782366.000000 Penalty: 5863.394043
	Iteration 2Q: 3 clusters Score -1.678237e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -16783268.000000 Penalty: 5863.394043
	Iteration 3Q: 3 clusters Score -1.678327e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -16784638.000000 Penalty: 5863.394043
	Iteration 4Q: 3 clusters Score -1.678464e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -16786306.000000 Penalty: 5863.394043
	Iteration 5Q: 3 clusters Score -1.678631e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -16788472.000000 Penalty: 5863.394043
	Iteration 6Q: 3 clusters Score -1.678847e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -16791928.000000 Penalty: 5863.394043
	Iteration 7Q: 3 clusters Score -1.679193e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -16797168.000000 Penalty: 5863.394043
	Iteration 8F: 3 clusters Score -1.679717e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -16804344.000000 Penalty: 5863.394043
	Iteration 9F: 3 clusters Score -1.680434e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -16811492.000000 Penalty: 5863.394043
	Iteration 10F: 3 clusters Score -1.681149e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -16816056.000000 Penalty: 5863.394043
	Iteration 11F: 3 clusters Score -1.681606e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -16818316.000000 Penalty: 5863.394043
	Iteration 12Q: 3 clusters Score -1.681832e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -16819674.000000 Penalty: 5863.394043
	Iteration 13Q: 3 clusters Score -1.681967e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -16820684.000000 Penalty: 5863.394043
	Iteration 14Q: 3 clusters Score -1.682068e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -16821634.000000 Penalty: 5863.394043
	Iteration 15Q: 3 clusters Score -1.682163e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -16822438.000000 Penalty: 5863.394043
	Iteration 16Q: 3 clusters Score -1.682244e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 100166 members 
Entering Unmasked Estep 
Score: -16823310.000000 Penalty: 5863.394043
	Iteration 17Q: 3 clusters Score -1.682331e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -16824104.000000 Penalty: 5863.394043
	Iteration 18Q: 3 clusters Score -1.68241e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -16824904.000000 Penalty: 5863.394043
	Iteration 19Q: 3 clusters Score -1.68249e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -16825636.000000 Penalty: 5863.394043
	Iteration 20F: 3 clusters Score -1.682564e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -16826258.000000 Penalty: 5863.394043
	Iteration 21Q: 3 clusters Score -1.682626e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -16826832.000000 Penalty: 5863.394043
	Iteration 22Q: 3 clusters Score -1.682683e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 111699 members 
Entering Unmasked Estep 
Score: -16827424.000000 Penalty: 5863.394043
	Iteration 23Q: 3 clusters Score -1.682742e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -16827930.000000 Penalty: 5863.394043
	Iteration 24Q: 3 clusters Score -1.682793e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -16828514.000000 Penalty: 5863.394043
	Iteration 25Q: 3 clusters Score -1.682851e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -16828968.000000 Penalty: 5863.394043
	Iteration 26Q: 3 clusters Score -1.682897e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -16829378.000000 Penalty: 5863.394043
	Iteration 27Q: 3 clusters Score -1.682938e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -16829818.000000 Penalty: 5863.394043
	Iteration 28Q: 3 clusters Score -1.682982e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -16830148.000000 Penalty: 5863.394043
	Iteration 29Q: 3 clusters Score -1.683015e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -16830462.000000 Penalty: 5863.394043
	Iteration 30Q: 3 clusters Score -1.683046e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 122936 members 
Entering Unmasked Estep 
Score: -16830892.000000 Penalty: 5863.394043
	Iteration 31Q: 3 clusters Score -1.683089e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 123963 members 
Entering Unmasked Estep 
Score: -16831138.000000 Penalty: 5863.394043
	Iteration 32Q: 3 clusters Score -1.683114e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 124934 members 
Entering Unmasked Estep 
Score: -16831318.000000 Penalty: 5863.394043
	Iteration 33Q: 3 clusters Score -1.683132e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -16831664.000000 Penalty: 5863.394043
	Iteration 34Q: 3 clusters Score -1.683166e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 126670 members 
Entering Unmasked Estep 
Score: -16831880.000000 Penalty: 5863.394043
	Iteration 35Q: 3 clusters Score -1.683188e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 127407 members 
Entering Unmasked Estep 
Score: -16832072.000000 Penalty: 5863.394043
	Iteration 36Q: 3 clusters Score -1.683207e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 128066 members 
Entering Unmasked Estep 
Score: -16832236.000000 Penalty: 5863.394043
	Iteration 37Q: 3 clusters Score -1.683224e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -16832342.000000 Penalty: 5863.394043
	Iteration 38Q: 3 clusters Score -1.683234e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 129195 members 
Entering Unmasked Estep 
Score: -16832568.000000 Penalty: 5863.394043
	Iteration 39Q: 3 clusters Score -1.683257e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 129636 members 
Entering Unmasked Estep 
Score: -16832582.000000 Penalty: 5863.394043
	Iteration 40F: 3 clusters Score -1.683258e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -16832708.000000 Penalty: 5863.394043
	Iteration 41Q: 3 clusters Score -1.683271e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 130377 members 
Entering Unmasked Estep 
Score: -16832750.000000 Penalty: 5863.394043
	Iteration 42Q: 3 clusters Score -1.683275e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -16832804.000000 Penalty: 5863.394043
	Iteration 43Q: 3 clusters Score -1.68328e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 131003 members 
Entering Unmasked Estep 
Score: -16832876.000000 Penalty: 5863.394043
	Iteration 44Q: 3 clusters Score -1.683288e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 131256 members 
Entering Unmasked Estep 
Score: -16832934.000000 Penalty: 5863.394043
	Iteration 45Q: 3 clusters Score -1.683293e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 131486 members 
Entering Unmasked Estep 
Score: -16833002.000000 Penalty: 5863.394043
	Iteration 46Q: 3 clusters Score -1.6833e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -16833052.000000 Penalty: 5863.394043
	Iteration 47Q: 3 clusters Score -1.683305e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 131861 members 
Entering Unmasked Estep 
Score: -16833086.000000 Penalty: 5863.394043
	Iteration 48Q: 3 clusters Score -1.683309e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 132031 members 
Entering Unmasked Estep 
Score: -16833132.000000 Penalty: 5863.394043
	Iteration 49Q: 3 clusters Score -1.683313e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -16833194.000000 Penalty: 5863.394043
	Iteration 50Q: 3 clusters Score -1.683319e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -16833242.000000 Penalty: 5863.394043
	Iteration 51Q: 3 clusters Score -1.683324e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -16833226.000000 Penalty: 5863.394043
	Iteration 52Q: 3 clusters Score -1.683323e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 132590 members 
Entering Unmasked Estep 
Score: -16833262.000000 Penalty: 5863.394043
	Iteration 53Q: 3 clusters Score -1.683326e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -16833328.000000 Penalty: 5863.394043
	Iteration 54Q: 3 clusters Score -1.683333e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 132827 members 
Entering Unmasked Estep 
Score: -16833350.000000 Penalty: 5863.394043
	Iteration 55Q: 3 clusters Score -1.683335e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 132898 members 
Entering Unmasked Estep 
Score: -16833356.000000 Penalty: 5863.394043
	Iteration 56Q: 3 clusters Score -1.683336e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -16833366.000000 Penalty: 5863.394043
	Iteration 57Q: 3 clusters Score -1.683337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -16833346.000000 Penalty: 5863.394043
	Iteration 58Q: 3 clusters Score -1.683335e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -16833362.000000 Penalty: 5863.394043
	Iteration 59Q: 3 clusters Score -1.683336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 133175 members 
Entering Unmasked Estep 
Score: -16833396.000000 Penalty: 5863.394043
	Iteration 60F: 3 clusters Score -1.68334e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 133251 members 
Entering Unmasked Estep 
Score: -16833420.000000 Penalty: 5863.394043
	Iteration 61Q: 3 clusters Score -1.683342e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 133324 members 
Entering Unmasked Estep 
Score: -16833446.000000 Penalty: 5863.394043
	Iteration 62Q: 3 clusters Score -1.683345e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 133376 members 
Entering Unmasked Estep 
Score: -16833450.000000 Penalty: 5863.394043
	Iteration 63Q: 3 clusters Score -1.683345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 133432 members 
Entering Unmasked Estep 
Score: -16833460.000000 Penalty: 5863.394043
	Iteration 64Q: 3 clusters Score -1.683346e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 133478 members 
Entering Unmasked Estep 
Score: -16833486.000000 Penalty: 5863.394043
	Iteration 65Q: 3 clusters Score -1.683349e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 133518 members 
Entering Unmasked Estep 
Score: -16833478.000000 Penalty: 5863.394043
	Iteration 66Q: 3 clusters Score -1.683348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 133549 members 
Entering Unmasked Estep 
Score: -16833494.000000 Penalty: 5863.394043
	Iteration 67Q: 3 clusters Score -1.683349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 133565 members 
Entering Unmasked Estep 
Score: -16833500.000000 Penalty: 5863.394043
	Iteration 68Q: 3 clusters Score -1.68335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 133580 members 
Entering Unmasked Estep 
Score: -16833498.000000 Penalty: 5863.394043
	Iteration 69Q: 3 clusters Score -1.68335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 133596 members 
Entering Unmasked Estep 
Score: -16833494.000000 Penalty: 5863.394043
	Iteration 70Q: 3 clusters Score -1.683349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -16833504.000000 Penalty: 5863.394043
	Iteration 71Q: 3 clusters Score -1.68335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 133621 members 
Entering Unmasked Estep 
Score: -16833502.000000 Penalty: 5863.394043
	Iteration 72Q: 3 clusters Score -1.68335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 133633 members 
Entering Unmasked Estep 
Score: -16833496.000000 Penalty: 5863.394043
	Iteration 73Q: 3 clusters Score -1.68335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -16833502.000000 Penalty: 5863.394043
	Iteration 74Q: 3 clusters Score -1.68335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 133650 members 
Entering Unmasked Estep 
Score: -16833502.000000 Penalty: 5863.394043
	Iteration 75Q: 3 clusters Score -1.68335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 133660 members 
Entering Unmasked Estep 
Score: -16833500.000000 Penalty: 5863.394043
	Iteration 76Q: 3 clusters Score -1.68335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 133667 members 
Entering Unmasked Estep 
Score: -16833500.000000 Penalty: 5863.394043
	Iteration 77Q: 3 clusters Score -1.68335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 133673 members 
Entering Unmasked Estep 
Score: -16833490.000000 Penalty: 5863.394043
	Iteration 78Q: 3 clusters Score -1.683349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 133678 members 
Entering Unmasked Estep 
Score: -16833484.000000 Penalty: 5863.394043
	Iteration 79Q: 3 clusters Score -1.683348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 133680 members 
Entering Unmasked Estep 
Score: -16833478.000000 Penalty: 5863.394043
	Iteration 80F: 3 clusters Score -1.683348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -16833484.000000 Penalty: 5863.394043
	Iteration 81Q: 3 clusters Score -1.683348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 133682 members 
Entering Unmasked Estep 
Score: -16833486.000000 Penalty: 5863.394043
	Iteration 82Q: 3 clusters Score -1.683349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 133682 members 
Entering Unmasked Estep 
Score: -16833498.000000 Penalty: 5863.394043
	Iteration 83Q: 3 clusters Score -1.68335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -16833500.000000 Penalty: 5863.394043
	Iteration 84Q: 3 clusters Score -1.68335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -16833514.000000 Penalty: 5863.394043
	Iteration 85Q: 3 clusters Score -1.683351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -16833520.000000 Penalty: 5863.394043
	Iteration 86Q: 3 clusters Score -1.683352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 133689 members 
Entering Unmasked Estep 
Score: -16833520.000000 Penalty: 5863.394043
	Iteration 87F: 3 clusters Score -1.683352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Entering Unmasked Estep 
Score: -3195071.750000 Penalty: 2537.285889
	Iteration 0F: 2 clusters Score -3195072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -3175918.250000 Penalty: 5074.571777
	Iteration 0F: 3 clusters Score -3175918 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3183433.250000 Penalty: 5074.571777
	Iteration 1F: 3 clusters Score -3183433 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3185187.500000 Penalty: 5074.571777
	Iteration 2F: 3 clusters Score -3185188 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3187128.250000 Penalty: 5074.571777
	Iteration 3F: 3 clusters Score -3187128 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3189085.250000 Penalty: 5074.571777
	Iteration 4F: 3 clusters Score -3189085 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3191153.250000 Penalty: 5074.571777
	Iteration 5F: 3 clusters Score -3191153 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3192845.500000 Penalty: 5074.571777
	Iteration 6F: 3 clusters Score -3192846 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3194219.500000 Penalty: 5074.571777
	Iteration 7F: 3 clusters Score -3194220 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3195340.000000 Penalty: 5074.571777
	Iteration 8Q: 3 clusters Score -3195340 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3196308.750000 Penalty: 5074.571777
	Iteration 9Q: 3 clusters Score -3196309 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3197133.250000 Penalty: 5074.571777
	Iteration 10Q: 3 clusters Score -3197133 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3197793.250000 Penalty: 5074.571777
	Iteration 11Q: 3 clusters Score -3197793 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3198188.500000 Penalty: 5074.571777
	Iteration 12Q: 3 clusters Score -3198188 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3198453.750000 Penalty: 5074.571777
	Iteration 13Q: 3 clusters Score -3198454 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3198587.250000 Penalty: 5074.571777
	Iteration 14Q: 3 clusters Score -3198587 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3198699.000000 Penalty: 5074.571777
	Iteration 15Q: 3 clusters Score -3198699 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3198776.000000 Penalty: 5074.571777
	Iteration 16Q: 3 clusters Score -3198776 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -3198825.750000 Penalty: 5074.571777
	Iteration 17Q: 3 clusters Score -3198826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3198874.250000 Penalty: 5074.571777
	Iteration 18Q: 3 clusters Score -3198874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3198902.500000 Penalty: 5074.571777
	Iteration 19Q: 3 clusters Score -3198902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3198932.500000 Penalty: 5074.571777
	Iteration 20F: 3 clusters Score -3198932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3198974.250000 Penalty: 5074.571777
	Iteration 21Q: 3 clusters Score -3198974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3198990.750000 Penalty: 5074.571777
	Iteration 22Q: 3 clusters Score -3198991 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3199010.000000 Penalty: 5074.571777
	Iteration 23Q: 3 clusters Score -3199010 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3199027.750000 Penalty: 5074.571777
	Iteration 24Q: 3 clusters Score -3199028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3199043.750000 Penalty: 5074.571777
	Iteration 25Q: 3 clusters Score -3199044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3199063.000000 Penalty: 5074.571777
	Iteration 26Q: 3 clusters Score -3199063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3199073.000000 Penalty: 5074.571777
	Iteration 27Q: 3 clusters Score -3199073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3199086.750000 Penalty: 5074.571777
	Iteration 28Q: 3 clusters Score -3199087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3199086.750000 Penalty: 5074.571777
	Iteration 29Q: 3 clusters Score -3199087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3199095.750000 Penalty: 5074.571777
	Iteration 30Q: 3 clusters Score -3199096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3199098.250000 Penalty: 5074.571777
	Iteration 31Q: 3 clusters Score -3199098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3199100.250000 Penalty: 5074.571777
	Iteration 32Q: 3 clusters Score -3199100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3199109.250000 Penalty: 5074.571777
	Iteration 33Q: 3 clusters Score -3199109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3199116.000000 Penalty: 5074.571777
	Iteration 34Q: 3 clusters Score -3199116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3199120.000000 Penalty: 5074.571777
	Iteration 35Q: 3 clusters Score -3199120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3199120.000000 Penalty: 5074.571777
	Iteration 36Q: 3 clusters Score -3199120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3199135.000000 Penalty: 5074.571777
	Iteration 37Q: 3 clusters Score -3199135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3199143.500000 Penalty: 5074.571777
	Iteration 38Q: 3 clusters Score -3199144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3199147.250000 Penalty: 5074.571777
	Iteration 39Q: 3 clusters Score -3199147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3199152.250000 Penalty: 5074.571777
	Iteration 40F: 3 clusters Score -3199152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3199157.500000 Penalty: 5074.571777
	Iteration 41Q: 3 clusters Score -3199158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3199163.250000 Penalty: 5074.571777
	Iteration 42Q: 3 clusters Score -3199163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3199172.000000 Penalty: 5074.571777
	Iteration 43Q: 3 clusters Score -3199172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3199185.000000 Penalty: 5074.571777
	Iteration 44Q: 3 clusters Score -3199185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3199208.250000 Penalty: 5074.571777
	Iteration 45Q: 3 clusters Score -3199208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3199242.500000 Penalty: 5074.571777
	Iteration 46Q: 3 clusters Score -3199242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3199372.500000 Penalty: 5074.571777
	Iteration 47Q: 3 clusters Score -3199372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3199753.750000 Penalty: 5074.571777
	Iteration 48Q: 3 clusters Score -3199754 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3201190.500000 Penalty: 5074.571777
	Iteration 49Q: 3 clusters Score -3201190 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3201967.250000 Penalty: 5074.571777
	Iteration 50Q: 3 clusters Score -3201967 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3202053.750000 Penalty: 5074.571777
	Iteration 51Q: 3 clusters Score -3202054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3202088.750000 Penalty: 5074.571777
	Iteration 52Q: 3 clusters Score -3202089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3202106.250000 Penalty: 5074.571777
	Iteration 53Q: 3 clusters Score -3202106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3202108.750000 Penalty: 5074.571777
	Iteration 54Q: 3 clusters Score -3202109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3202108.000000 Penalty: 5074.571777
	Iteration 55Q: 3 clusters Score -3202108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3202114.750000 Penalty: 5074.571777
	Iteration 56Q: 3 clusters Score -3202115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3202121.000000 Penalty: 5074.571777
	Iteration 57Q: 3 clusters Score -3202121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3202123.000000 Penalty: 5074.571777
	Iteration 58Q: 3 clusters Score -3202123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3202112.750000 Penalty: 5074.571777
	Iteration 59Q: 3 clusters Score -3202113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3202113.750000 Penalty: 5074.571777
	Iteration 60F: 3 clusters Score -3202114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3202115.000000 Penalty: 5074.571777
	Iteration 61Q: 3 clusters Score -3202115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3202121.000000 Penalty: 5074.571777
	Iteration 62Q: 3 clusters Score -3202121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3202130.500000 Penalty: 5074.571777
	Iteration 63Q: 3 clusters Score -3202130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3202127.000000 Penalty: 5074.571777
	Iteration 64Q: 3 clusters Score -3202127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -3202127.500000 Penalty: 5074.571777
	Iteration 65Q: 3 clusters Score -3202128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3202128.250000 Penalty: 5074.571777
	Iteration 66Q: 3 clusters Score -3202128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3202128.250000 Penalty: 5074.571777
	Iteration 67F: 3 clusters Score -3202128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 50406 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 190129 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 59729 members 
Mstep: Class 9 contains 3211 members 
Mstep: Class 10 contains 1638 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 18 contains 5269 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 22481 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
Score: -194577456.000000 Penalty: 77982.101562
Splitting cluster 21 changes total score from -194548144.000000 to -194577456.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 22 (183742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183742 members 
Entering Unmasked Estep 
Score: -22447130.000000 Penalty: 3006.079590
	Iteration 0F: 2 clusters Score -2.244713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -22326586.000000 Penalty: 6012.159180
	Iteration 0F: 3 clusters Score -2.232659e+07 nChanged 88243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -22378730.000000 Penalty: 6012.159180
	Iteration 1F: 3 clusters Score -2.237873e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -22381054.000000 Penalty: 6012.159180
	Iteration 2Q: 3 clusters Score -2.238105e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113073 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -22385174.000000 Penalty: 6012.159180
	Iteration 3Q: 3 clusters Score -2.238517e+07 nChanged 11588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124491 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -22392622.000000 Penalty: 6012.159180
	Iteration 4F: 3 clusters Score -2.239262e+07 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -22405136.000000 Penalty: 6012.159180
	Iteration 5F: 3 clusters Score -2.240514e+07 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -22420398.000000 Penalty: 6012.159180
	Iteration 6F: 3 clusters Score -2.24204e+07 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -22432662.000000 Penalty: 6012.159180
	Iteration 7F: 3 clusters Score -2.243266e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177377 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -22439416.000000 Penalty: 6012.159180
	Iteration 8Q: 3 clusters Score -2.243942e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -22442194.000000 Penalty: 6012.159180
	Iteration 9Q: 3 clusters Score -2.244219e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182367 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22443426.000000 Penalty: 6012.159180
	Iteration 10Q: 3 clusters Score -2.244343e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182877 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22443908.000000 Penalty: 6012.159180
	Iteration 11Q: 3 clusters Score -2.244391e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183101 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22444164.000000 Penalty: 6012.159180
	Iteration 12Q: 3 clusters Score -2.244416e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183223 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22444266.000000 Penalty: 6012.159180
	Iteration 13Q: 3 clusters Score -2.244427e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183273 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22444330.000000 Penalty: 6012.159180
	Iteration 14Q: 3 clusters Score -2.244433e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22444348.000000 Penalty: 6012.159180
	Iteration 15Q: 3 clusters Score -2.244435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22444390.000000 Penalty: 6012.159180
	Iteration 16Q: 3 clusters Score -2.244439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22444410.000000 Penalty: 6012.159180
	Iteration 17Q: 3 clusters Score -2.244441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183332 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22444412.000000 Penalty: 6012.159180
	Iteration 18Q: 3 clusters Score -2.244441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183337 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -22444402.000000 Penalty: 6012.159180
	Iteration 19Q: 3 clusters Score -2.24444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183339 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22444412.000000 Penalty: 6012.159180
	Iteration 20F: 3 clusters Score -2.244441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183340 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22444400.000000 Penalty: 6012.159180
	Iteration 21Q: 3 clusters Score -2.24444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22444408.000000 Penalty: 6012.159180
	Iteration 22Q: 3 clusters Score -2.244441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183343 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22444408.000000 Penalty: 6012.159180
	Iteration 23Q: 3 clusters Score -2.244441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22444408.000000 Penalty: 6012.159180
	Iteration 24Q: 3 clusters Score -2.244441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -22444408.000000 Penalty: 6012.159180
	Iteration 25F: 3 clusters Score -2.244441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (238415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238415 members 
Entering Unmasked Estep 
Score: -29146442.000000 Penalty: 3070.678467
	Iteration 0F: 2 clusters Score -2.914644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -29000384.000000 Penalty: 6141.356934
	Iteration 0F: 3 clusters Score -2.900038e+07 nChanged 114917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 124852 members 
Entering Unmasked Estep 
Score: -29068756.000000 Penalty: 6141.356934
	Iteration 1F: 3 clusters Score -2.906876e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -29070574.000000 Penalty: 6141.356934
	Iteration 2Q: 3 clusters Score -2.907057e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 134725 members 
Entering Unmasked Estep 
Score: -29073900.000000 Penalty: 6141.356934
	Iteration 3Q: 3 clusters Score -2.90739e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -29079782.000000 Penalty: 6141.356934
	Iteration 4F: 3 clusters Score -2.907978e+07 nChanged 16149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81526 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -29090658.000000 Penalty: 6141.356934
	Iteration 5F: 3 clusters Score -2.909066e+07 nChanged 19298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 172961 members 
Entering Unmasked Estep 
Score: -29103844.000000 Penalty: 6141.356934
	Iteration 6F: 3 clusters Score -2.910384e+07 nChanged 18576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 189211 members 
Entering Unmasked Estep 
Score: -29116936.000000 Penalty: 6141.356934
	Iteration 7F: 3 clusters Score -2.911694e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 201986 members 
Entering Unmasked Estep 
Score: -29127574.000000 Penalty: 6141.356934
	Iteration 8F: 3 clusters Score -2.912757e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 210255 members 
Entering Unmasked Estep 
Score: -29134038.000000 Penalty: 6141.356934
	Iteration 9Q: 3 clusters Score -2.913404e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 215349 members 
Entering Unmasked Estep 
Score: -29137524.000000 Penalty: 6141.356934
	Iteration 10Q: 3 clusters Score -2.913752e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 218873 members 
Entering Unmasked Estep 
Score: -29139492.000000 Penalty: 6141.356934
	Iteration 11Q: 3 clusters Score -2.913949e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 221670 members 
Entering Unmasked Estep 
Score: -29140732.000000 Penalty: 6141.356934
	Iteration 12Q: 3 clusters Score -2.914073e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 224118 members 
Entering Unmasked Estep 
Score: -29141992.000000 Penalty: 6141.356934
	Iteration 13Q: 3 clusters Score -2.914199e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 226181 members 
Entering Unmasked Estep 
Score: -29142850.000000 Penalty: 6141.356934
	Iteration 14Q: 3 clusters Score -2.914285e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 227951 members 
Entering Unmasked Estep 
Score: -29143534.000000 Penalty: 6141.356934
	Iteration 15Q: 3 clusters Score -2.914353e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 229422 members 
Entering Unmasked Estep 
Score: -29144010.000000 Penalty: 6141.356934
	Iteration 16Q: 3 clusters Score -2.914401e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 230603 members 
Entering Unmasked Estep 
Score: -29144502.000000 Penalty: 6141.356934
	Iteration 17Q: 3 clusters Score -2.91445e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 231606 members 
Entering Unmasked Estep 
Score: -29144610.000000 Penalty: 6141.356934
	Iteration 18Q: 3 clusters Score -2.914461e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 232392 members 
Entering Unmasked Estep 
Score: -29144860.000000 Penalty: 6141.356934
	Iteration 19Q: 3 clusters Score -2.914486e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 233038 members 
Entering Unmasked Estep 
Score: -29145008.000000 Penalty: 6141.356934
	Iteration 20F: 3 clusters Score -2.914501e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 233578 members 
Entering Unmasked Estep 
Score: -29145120.000000 Penalty: 6141.356934
	Iteration 21Q: 3 clusters Score -2.914512e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 234028 members 
Entering Unmasked Estep 
Score: -29145126.000000 Penalty: 6141.356934
	Iteration 22Q: 3 clusters Score -2.914513e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 234404 members 
Entering Unmasked Estep 
Score: -29145158.000000 Penalty: 6141.356934
	Iteration 23Q: 3 clusters Score -2.914516e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 234670 members 
Entering Unmasked Estep 
Score: -29145116.000000 Penalty: 6141.356934
	Iteration 24Q: 3 clusters Score -2.914512e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 234876 members 
Entering Unmasked Estep 
Score: -29145112.000000 Penalty: 6141.356934
	Iteration 25Q: 3 clusters Score -2.914511e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 235075 members 
Entering Unmasked Estep 
Score: -29145146.000000 Penalty: 6141.356934
	Iteration 26Q: 3 clusters Score -2.914515e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 235238 members 
Entering Unmasked Estep 
Score: -29145196.000000 Penalty: 6141.356934
	Iteration 27Q: 3 clusters Score -2.91452e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 235410 members 
Entering Unmasked Estep 
Score: -29145246.000000 Penalty: 6141.356934
	Iteration 28Q: 3 clusters Score -2.914525e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 235558 members 
Entering Unmasked Estep 
Score: -29145180.000000 Penalty: 6141.356934
	Iteration 29Q: 3 clusters Score -2.914518e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 235676 members 
Entering Unmasked Estep 
Score: -29145176.000000 Penalty: 6141.356934
	Iteration 30Q: 3 clusters Score -2.914518e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 235781 members 
Entering Unmasked Estep 
Score: -29145148.000000 Penalty: 6141.356934
	Iteration 31Q: 3 clusters Score -2.914515e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 235859 members 
Entering Unmasked Estep 
Score: -29145170.000000 Penalty: 6141.356934
	Iteration 32Q: 3 clusters Score -2.914517e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 235943 members 
Entering Unmasked Estep 
Score: -29145114.000000 Penalty: 6141.356934
	Iteration 33Q: 3 clusters Score -2.914511e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 236012 members 
Entering Unmasked Estep 
Score: -29145070.000000 Penalty: 6141.356934
	Iteration 34Q: 3 clusters Score -2.914507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 236077 members 
Entering Unmasked Estep 
Score: -29145088.000000 Penalty: 6141.356934
	Iteration 35Q: 3 clusters Score -2.914509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 236146 members 
Entering Unmasked Estep 
Score: -29145074.000000 Penalty: 6141.356934
	Iteration 36Q: 3 clusters Score -2.914507e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 236209 members 
Entering Unmasked Estep 
Score: -29144988.000000 Penalty: 6141.356934
	Iteration 37Q: 3 clusters Score -2.914499e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 236262 members 
Entering Unmasked Estep 
Score: -29145004.000000 Penalty: 6141.356934
	Iteration 38Q: 3 clusters Score -2.9145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 236303 members 
Entering Unmasked Estep 
Score: -29144962.000000 Penalty: 6141.356934
	Iteration 39Q: 3 clusters Score -2.914496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 236328 members 
Entering Unmasked Estep 
Score: -29144942.000000 Penalty: 6141.356934
	Iteration 40F: 3 clusters Score -2.914494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 236357 members 
Entering Unmasked Estep 
Score: -29144938.000000 Penalty: 6141.356934
	Iteration 41Q: 3 clusters Score -2.914494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 236378 members 
Entering Unmasked Estep 
Score: -29144942.000000 Penalty: 6141.356934
	Iteration 42Q: 3 clusters Score -2.914494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 236397 members 
Entering Unmasked Estep 
Score: -29144954.000000 Penalty: 6141.356934
	Iteration 43Q: 3 clusters Score -2.914495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 236414 members 
Entering Unmasked Estep 
Score: -29144938.000000 Penalty: 6141.356934
	Iteration 44Q: 3 clusters Score -2.914494e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 236433 members 
Entering Unmasked Estep 
Score: -29144956.000000 Penalty: 6141.356934
	Iteration 45Q: 3 clusters Score -2.914496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 236450 members 
Entering Unmasked Estep 
Score: -29144956.000000 Penalty: 6141.356934
	Iteration 46Q: 3 clusters Score -2.914496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 236467 members 
Entering Unmasked Estep 
Score: -29144936.000000 Penalty: 6141.356934
	Iteration 47Q: 3 clusters Score -2.914494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 236477 members 
Entering Unmasked Estep 
Score: -29144950.000000 Penalty: 6141.356934
	Iteration 48Q: 3 clusters Score -2.914495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 236487 members 
Entering Unmasked Estep 
Score: -29144938.000000 Penalty: 6141.356934
	Iteration 49Q: 3 clusters Score -2.914494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 236492 members 
Entering Unmasked Estep 
Score: -29144950.000000 Penalty: 6141.356934
	Iteration 50Q: 3 clusters Score -2.914495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 236495 members 
Entering Unmasked Estep 
Score: -29144934.000000 Penalty: 6141.356934
	Iteration 51Q: 3 clusters Score -2.914493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 236497 members 
Entering Unmasked Estep 
Score: -29144924.000000 Penalty: 6141.356934
	Iteration 52Q: 3 clusters Score -2.914492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 236500 members 
Entering Unmasked Estep 
Score: -29144930.000000 Penalty: 6141.356934
	Iteration 53Q: 3 clusters Score -2.914493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 236503 members 
Entering Unmasked Estep 
Score: -29144940.000000 Penalty: 6141.356934
	Iteration 54Q: 3 clusters Score -2.914494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 236506 members 
Entering Unmasked Estep 
Score: -29144932.000000 Penalty: 6141.356934
	Iteration 55Q: 3 clusters Score -2.914493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 236512 members 
Entering Unmasked Estep 
Score: -29144934.000000 Penalty: 6141.356934
	Iteration 56Q: 3 clusters Score -2.914493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 236516 members 
Entering Unmasked Estep 
Score: -29144930.000000 Penalty: 6141.356934
	Iteration 57Q: 3 clusters Score -2.914493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 236523 members 
Entering Unmasked Estep 
Score: -29144936.000000 Penalty: 6141.356934
	Iteration 58Q: 3 clusters Score -2.914494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 236532 members 
Entering Unmasked Estep 
Score: -29144938.000000 Penalty: 6141.356934
	Iteration 59Q: 3 clusters Score -2.914494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 236548 members 
Entering Unmasked Estep 
Score: -29144952.000000 Penalty: 6141.356934
	Iteration 60F: 3 clusters Score -2.914495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 236561 members 
Entering Unmasked Estep 
Score: -29144916.000000 Penalty: 6141.356934
	Iteration 61Q: 3 clusters Score -2.914492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 236569 members 
Entering Unmasked Estep 
Score: -29144932.000000 Penalty: 6141.356934
	Iteration 62Q: 3 clusters Score -2.914493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 236574 members 
Entering Unmasked Estep 
Score: -29144924.000000 Penalty: 6141.356934
	Iteration 63Q: 3 clusters Score -2.914492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 236576 members 
Entering Unmasked Estep 
Score: -29144922.000000 Penalty: 6141.356934
	Iteration 64Q: 3 clusters Score -2.914492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 236587 members 
Entering Unmasked Estep 
Score: -29144944.000000 Penalty: 6141.356934
	Iteration 65Q: 3 clusters Score -2.914494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 236599 members 
Entering Unmasked Estep 
Score: -29144924.000000 Penalty: 6141.356934
	Iteration 66Q: 3 clusters Score -2.914492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 236607 members 
Entering Unmasked Estep 
Score: -29144930.000000 Penalty: 6141.356934
	Iteration 67Q: 3 clusters Score -2.914493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 236621 members 
Entering Unmasked Estep 
Score: -29144934.000000 Penalty: 6141.356934
	Iteration 68Q: 3 clusters Score -2.914493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 236628 members 
Entering Unmasked Estep 
Score: -29144924.000000 Penalty: 6141.356934
	Iteration 69Q: 3 clusters Score -2.914492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 236631 members 
Entering Unmasked Estep 
Score: -29144922.000000 Penalty: 6141.356934
	Iteration 70Q: 3 clusters Score -2.914492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 236633 members 
Entering Unmasked Estep 
Score: -29144910.000000 Penalty: 6141.356934
	Iteration 71Q: 3 clusters Score -2.914491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 236635 members 
Entering Unmasked Estep 
Score: -29144906.000000 Penalty: 6141.356934
	Iteration 72Q: 3 clusters Score -2.914491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 236637 members 
Entering Unmasked Estep 
Score: -29144920.000000 Penalty: 6141.356934
	Iteration 73Q: 3 clusters Score -2.914492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -29144908.000000 Penalty: 6141.356934
	Iteration 74Q: 3 clusters Score -2.914491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 236643 members 
Entering Unmasked Estep 
Score: -29144928.000000 Penalty: 6141.356934
	Iteration 75Q: 3 clusters Score -2.914493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 236642 members 
Entering Unmasked Estep 
Score: -29144928.000000 Penalty: 6141.356934
	Iteration 76Q: 3 clusters Score -2.914493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -29144936.000000 Penalty: 6141.356934
	Iteration 77Q: 3 clusters Score -2.914494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 236639 members 
Entering Unmasked Estep 
Score: -29144926.000000 Penalty: 6141.356934
	Iteration 78Q: 3 clusters Score -2.914493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 236639 members 
Entering Unmasked Estep 
Score: -29144926.000000 Penalty: 6141.356934
	Iteration 79F: 3 clusters Score -2.914493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 190129 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 174791 members 
Mstep: Class 7 contains 53822 members 
Mstep: Class 8 contains 59729 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 43573 members 
Mstep: Class 13 contains 76588 members 
Mstep: Class 14 contains 80397 members 
Mstep: Class 17 contains 152606 members 
Mstep: Class 20 contains 136129 members 
Mstep: Class 21 contains 22481 members 
Mstep: Class 22 contains 183742 members 
Mstep: Class 23 contains 238415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -1.945867e+08 nChanged 34998
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 130315 members 
Mstep: Class 2 contains 49637 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 189740 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 175008 members 
Mstep: Class 7 contains 53876 members 
Mstep: Class 8 contains 61831 members 
Mstep: Class 9 contains 3147 members 
Mstep: Class 10 contains 1580 members 
Mstep: Class 11 contains 733 members 
Mstep: Class 12 contains 44036 members 
Mstep: Class 13 contains 75675 members 
Mstep: Class 14 contains 83777 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 153754 members 
Mstep: Class 18 contains 6273 members 
Mstep: Class 20 contains 137430 members 
Mstep: Class 21 contains 22370 members 
Mstep: Class 22 contains 184711 members 
Mstep: Class 23 contains 228424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -1.945986e+08 nChanged 34694
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 51472 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 189275 members 
Mstep: Class 5 contains 4595 members 
Mstep: Class 6 contains 174802 members 
Mstep: Class 7 contains 53719 members 
Mstep: Class 8 contains 63668 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 1564 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 45041 members 
Mstep: Class 13 contains 74673 members 
Mstep: Class 14 contains 87403 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 715 members 
Mstep: Class 17 contains 154174 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 20 contains 139414 members 
Mstep: Class 21 contains 22399 members 
Mstep: Class 22 contains 184922 members 
Mstep: Class 23 contains 216959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -1.946071e+08 nChanged 30600
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 131111 members 
Mstep: Class 2 contains 52826 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 188622 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 174682 members 
Mstep: Class 7 contains 53537 members 
Mstep: Class 8 contains 65441 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 10 contains 1559 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 46020 members 
Mstep: Class 13 contains 73807 members 
Mstep: Class 14 contains 90903 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 154571 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 20 contains 141457 members 
Mstep: Class 21 contains 22511 members 
Mstep: Class 22 contains 185135 members 
Mstep: Class 23 contains 206653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194613008.000000 Penalty: 77982.101562
Iteration 42Q: 23 clusters Score -1.94613e+08 nChanged 27540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 54030 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 188038 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 6 contains 174503 members 
Mstep: Class 7 contains 53364 members 
Mstep: Class 8 contains 67126 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 1557 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 47006 members 
Mstep: Class 13 contains 73030 members 
Mstep: Class 14 contains 94312 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 154885 members 
Mstep: Class 18 contains 9492 members 
Mstep: Class 20 contains 143415 members 
Mstep: Class 21 contains 22647 members 
Mstep: Class 22 contains 185255 members 
Mstep: Class 23 contains 197025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194618288.000000 Penalty: 77982.101562
Iteration 43Q: 23 clusters Score -1.946183e+08 nChanged 25276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 55099 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 187404 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 174247 members 
Mstep: Class 7 contains 53211 members 
Mstep: Class 8 contains 68781 members 
Mstep: Class 9 contains 4160 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 48028 members 
Mstep: Class 13 contains 72386 members 
Mstep: Class 14 contains 97660 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155176 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 20 contains 145244 members 
Mstep: Class 21 contains 22795 members 
Mstep: Class 22 contains 185284 members 
Mstep: Class 23 contains 188007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194623712.000000 Penalty: 77982.101562
Iteration 44Q: 23 clusters Score -1.946237e+08 nChanged 22868
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132430 members 
Mstep: Class 2 contains 56096 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 186657 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 173976 members 
Mstep: Class 7 contains 53018 members 
Mstep: Class 8 contains 70325 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 49022 members 
Mstep: Class 13 contains 71870 members 
Mstep: Class 14 contains 100825 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155393 members 
Mstep: Class 18 contains 10691 members 
Mstep: Class 20 contains 146978 members 
Mstep: Class 21 contains 22913 members 
Mstep: Class 22 contains 185083 members 
Mstep: Class 23 contains 180155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628512.000000 Penalty: 77982.101562
Iteration 45Q: 23 clusters Score -1.946285e+08 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132709 members 
Mstep: Class 2 contains 56951 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 185926 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 173617 members 
Mstep: Class 7 contains 52828 members 
Mstep: Class 8 contains 71793 members 
Mstep: Class 9 contains 4328 members 
Mstep: Class 10 contains 1549 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 49933 members 
Mstep: Class 13 contains 71407 members 
Mstep: Class 14 contains 103807 members 
Mstep: Class 15 contains 1841 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155468 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 20 contains 148593 members 
Mstep: Class 21 contains 22962 members 
Mstep: Class 22 contains 184748 members 
Mstep: Class 23 contains 173515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194630832.000000 Penalty: 77982.101562
Iteration 46Q: 23 clusters Score -1.946308e+08 nChanged 18989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 57690 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 185269 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 173152 members 
Mstep: Class 7 contains 52588 members 
Mstep: Class 8 contains 73197 members 
Mstep: Class 9 contains 4372 members 
Mstep: Class 10 contains 1546 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 50713 members 
Mstep: Class 13 contains 70959 members 
Mstep: Class 14 contains 106682 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155411 members 
Mstep: Class 18 contains 11426 members 
Mstep: Class 20 contains 150040 members 
Mstep: Class 21 contains 22965 members 
Mstep: Class 22 contains 184471 members 
Mstep: Class 23 contains 167873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634448.000000 Penalty: 77982.101562
Iteration 47Q: 23 clusters Score -1.946344e+08 nChanged 17702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 58362 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 184697 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 172777 members 
Mstep: Class 7 contains 52386 members 
Mstep: Class 8 contains 74542 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 51361 members 
Mstep: Class 13 contains 70607 members 
Mstep: Class 14 contains 109480 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155281 members 
Mstep: Class 18 contains 11690 members 
Mstep: Class 20 contains 151228 members 
Mstep: Class 21 contains 22926 members 
Mstep: Class 22 contains 184070 members 
Mstep: Class 23 contains 163033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637696.000000 Penalty: 77982.101562
Iteration 48Q: 23 clusters Score -1.946377e+08 nChanged 16676
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132629 members 
Mstep: Class 2 contains 58947 members 
Mstep: Class 3 contains 3496 members 
Mstep: Class 4 contains 184186 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 172411 members 
Mstep: Class 7 contains 52174 members 
Mstep: Class 8 contains 75798 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 52026 members 
Mstep: Class 13 contains 70299 members 
Mstep: Class 14 contains 112171 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155020 members 
Mstep: Class 18 contains 11892 members 
Mstep: Class 20 contains 152122 members 
Mstep: Class 21 contains 22897 members 
Mstep: Class 22 contains 183608 members 
Mstep: Class 23 contains 159039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640000.000000 Penalty: 77982.101562
Iteration 49Q: 23 clusters Score -1.9464e+08 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 132330 members 
Mstep: Class 2 contains 59398 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 183790 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 171997 members 
Mstep: Class 7 contains 51925 members 
Mstep: Class 8 contains 76967 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 52594 members 
Mstep: Class 13 contains 70046 members 
Mstep: Class 14 contains 114682 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 154695 members 
Mstep: Class 18 contains 12062 members 
Mstep: Class 20 contains 152890 members 
Mstep: Class 21 contains 22919 members 
Mstep: Class 22 contains 183072 members 
Mstep: Class 23 contains 155818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194642784.000000 Penalty: 77982.101562
Iteration 50Q: 23 clusters Score -1.946428e+08 nChanged 15233
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 59772 members 
Mstep: Class 3 contains 3546 members 
Mstep: Class 4 contains 183355 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 171507 members 
Mstep: Class 7 contains 51643 members 
Mstep: Class 8 contains 78002 members 
Mstep: Class 9 contains 4424 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 53089 members 
Mstep: Class 13 contains 69851 members 
Mstep: Class 14 contains 117064 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 154357 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 20 contains 153499 members 
Mstep: Class 21 contains 22921 members 
Mstep: Class 22 contains 182464 members 
Mstep: Class 23 contains 153527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644672.000000 Penalty: 77982.101562
Iteration 51Q: 23 clusters Score -1.946447e+08 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 131365 members 
Mstep: Class 2 contains 60097 members 
Mstep: Class 3 contains 3571 members 
Mstep: Class 4 contains 182940 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 171121 members 
Mstep: Class 7 contains 51394 members 
Mstep: Class 8 contains 78965 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 53628 members 
Mstep: Class 13 contains 69663 members 
Mstep: Class 14 contains 119364 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 153966 members 
Mstep: Class 18 contains 12313 members 
Mstep: Class 20 contains 153984 members 
Mstep: Class 21 contains 22923 members 
Mstep: Class 22 contains 181953 members 
Mstep: Class 23 contains 151429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194646112.000000 Penalty: 77982.101562
Iteration 52Q: 23 clusters Score -1.946461e+08 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 130821 members 
Mstep: Class 2 contains 60433 members 
Mstep: Class 3 contains 3586 members 
Mstep: Class 4 contains 182571 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 170795 members 
Mstep: Class 7 contains 51097 members 
Mstep: Class 8 contains 79836 members 
Mstep: Class 9 contains 4457 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 54074 members 
Mstep: Class 13 contains 69513 members 
Mstep: Class 14 contains 121627 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 153552 members 
Mstep: Class 18 contains 12422 members 
Mstep: Class 20 contains 154480 members 
Mstep: Class 21 contains 22927 members 
Mstep: Class 22 contains 181428 members 
Mstep: Class 23 contains 149497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194647584.000000 Penalty: 77982.101562
Iteration 53Q: 23 clusters Score -1.946476e+08 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 130269 members 
Mstep: Class 2 contains 60720 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 182227 members 
Mstep: Class 5 contains 3675 members 
Mstep: Class 6 contains 170467 members 
Mstep: Class 7 contains 50811 members 
Mstep: Class 8 contains 80685 members 
Mstep: Class 9 contains 4486 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 54538 members 
Mstep: Class 13 contains 69344 members 
Mstep: Class 14 contains 123865 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 153151 members 
Mstep: Class 18 contains 12507 members 
Mstep: Class 20 contains 154786 members 
Mstep: Class 21 contains 22933 members 
Mstep: Class 22 contains 180920 members 
Mstep: Class 23 contains 147823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194649936.000000 Penalty: 77982.101562
Iteration 54Q: 23 clusters Score -1.946499e+08 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 60976 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 4 contains 181985 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 170098 members 
Mstep: Class 7 contains 50545 members 
Mstep: Class 8 contains 81509 members 
Mstep: Class 9 contains 4507 members 
Mstep: Class 10 contains 1545 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 54904 members 
Mstep: Class 13 contains 69208 members 
Mstep: Class 14 contains 126115 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152687 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 20 contains 154995 members 
Mstep: Class 21 contains 22958 members 
Mstep: Class 22 contains 180498 members 
Mstep: Class 23 contains 146202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194651488.000000 Penalty: 77982.101562
Iteration 55Q: 23 clusters Score -1.946515e+08 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 61242 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 181808 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 169739 members 
Mstep: Class 7 contains 50305 members 
Mstep: Class 8 contains 82357 members 
Mstep: Class 9 contains 4515 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 55242 members 
Mstep: Class 13 contains 69079 members 
Mstep: Class 14 contains 128281 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152250 members 
Mstep: Class 18 contains 12665 members 
Mstep: Class 20 contains 155067 members 
Mstep: Class 21 contains 22976 members 
Mstep: Class 22 contains 180118 members 
Mstep: Class 23 contains 144661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194652128.000000 Penalty: 77982.101562
Iteration 56Q: 23 clusters Score -1.946521e+08 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 128628 members 
Mstep: Class 2 contains 61526 members 
Mstep: Class 3 contains 3635 members 
Mstep: Class 4 contains 181723 members 
Mstep: Class 5 contains 3620 members 
Mstep: Class 6 contains 169472 members 
Mstep: Class 7 contains 50065 members 
Mstep: Class 8 contains 83223 members 
Mstep: Class 9 contains 4519 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 55548 members 
Mstep: Class 13 contains 68933 members 
Mstep: Class 14 contains 130408 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 151896 members 
Mstep: Class 18 contains 12738 members 
Mstep: Class 20 contains 154889 members 
Mstep: Class 21 contains 23003 members 
Mstep: Class 22 contains 179793 members 
Mstep: Class 23 contains 143146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653760.000000 Penalty: 77982.101562
Iteration 57Q: 23 clusters Score -1.946538e+08 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 61815 members 
Mstep: Class 3 contains 3647 members 
Mstep: Class 4 contains 181680 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 169270 members 
Mstep: Class 7 contains 49774 members 
Mstep: Class 8 contains 84033 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 55868 members 
Mstep: Class 13 contains 68822 members 
Mstep: Class 14 contains 132500 members 
Mstep: Class 15 contains 2121 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 151523 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 20 contains 154657 members 
Mstep: Class 21 contains 23028 members 
Mstep: Class 22 contains 179596 members 
Mstep: Class 23 contains 141541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654544.000000 Penalty: 77982.101562
Iteration 58Q: 23 clusters Score -1.946545e+08 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 62075 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 181670 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 169018 members 
Mstep: Class 7 contains 49551 members 
Mstep: Class 8 contains 84795 members 
Mstep: Class 9 contains 4549 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 56170 members 
Mstep: Class 13 contains 68715 members 
Mstep: Class 14 contains 134509 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 151254 members 
Mstep: Class 18 contains 12848 members 
Mstep: Class 20 contains 154195 members 
Mstep: Class 21 contains 23026 members 
Mstep: Class 22 contains 179386 members 
Mstep: Class 23 contains 140183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194655168.000000 Penalty: 77982.101562
Iteration 59Q: 23 clusters Score -1.946552e+08 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 126971 members 
Mstep: Class 2 contains 62341 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 181706 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 168809 members 
Mstep: Class 7 contains 49338 members 
Mstep: Class 8 contains 85555 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 56418 members 
Mstep: Class 13 contains 68661 members 
Mstep: Class 14 contains 136545 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150967 members 
Mstep: Class 18 contains 12893 members 
Mstep: Class 20 contains 153652 members 
Mstep: Class 21 contains 23034 members 
Mstep: Class 22 contains 179152 members 
Mstep: Class 23 contains 138861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194656672.000000 Penalty: 77982.101562
Iteration 60F: 23 clusters Score -1.946567e+08 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 126417 members 
Mstep: Class 2 contains 62591 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 4 contains 181739 members 
Mstep: Class 5 contains 3507 members 
Mstep: Class 6 contains 168635 members 
Mstep: Class 7 contains 49176 members 
Mstep: Class 8 contains 86328 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 56665 members 
Mstep: Class 13 contains 68588 members 
Mstep: Class 14 contains 138504 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150660 members 
Mstep: Class 18 contains 12955 members 
Mstep: Class 20 contains 153054 members 
Mstep: Class 21 contains 23027 members 
Mstep: Class 22 contains 178964 members 
Mstep: Class 23 contains 137574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194657776.000000 Penalty: 77982.101562
Iteration 61Q: 23 clusters Score -1.946578e+08 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 62863 members 
Mstep: Class 3 contains 3694 members 
Mstep: Class 4 contains 181778 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 168447 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 87077 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 56960 members 
Mstep: Class 13 contains 68553 members 
Mstep: Class 14 contains 140399 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150420 members 
Mstep: Class 18 contains 13014 members 
Mstep: Class 20 contains 152275 members 
Mstep: Class 21 contains 23010 members 
Mstep: Class 22 contains 178683 members 
Mstep: Class 23 contains 136410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194658608.000000 Penalty: 77982.101562
Iteration 62Q: 23 clusters Score -1.946586e+08 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 63079 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 181810 members 
Mstep: Class 5 contains 3401 members 
Mstep: Class 6 contains 168334 members 
Mstep: Class 7 contains 48954 members 
Mstep: Class 8 contains 87779 members 
Mstep: Class 9 contains 4722 members 
Mstep: Class 10 contains 1544 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 57342 members 
Mstep: Class 13 contains 68532 members 
Mstep: Class 14 contains 142261 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150172 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 20 contains 151480 members 
Mstep: Class 21 contains 23012 members 
Mstep: Class 22 contains 178386 members 
Mstep: Class 23 contains 135240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659760.000000 Penalty: 77982.101562
Iteration 63Q: 23 clusters Score -1.946598e+08 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 124842 members 
Mstep: Class 2 contains 63276 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 181832 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 168218 members 
Mstep: Class 7 contains 48877 members 
Mstep: Class 8 contains 88458 members 
Mstep: Class 9 contains 4761 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 57727 members 
Mstep: Class 13 contains 68504 members 
Mstep: Class 14 contains 144143 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149970 members 
Mstep: Class 18 contains 13091 members 
Mstep: Class 20 contains 150590 members 
Mstep: Class 21 contains 23040 members 
Mstep: Class 22 contains 178120 members 
Mstep: Class 23 contains 134131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660784.000000 Penalty: 77982.101562
Iteration 64Q: 23 clusters Score -1.946608e+08 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 124261 members 
Mstep: Class 2 contains 63489 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 181838 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 168043 members 
Mstep: Class 7 contains 48820 members 
Mstep: Class 8 contains 89149 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 58036 members 
Mstep: Class 13 contains 68450 members 
Mstep: Class 14 contains 146013 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149819 members 
Mstep: Class 18 contains 13121 members 
Mstep: Class 20 contains 149645 members 
Mstep: Class 21 contains 23066 members 
Mstep: Class 22 contains 177898 members 
Mstep: Class 23 contains 133152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660736.000000 Penalty: 77982.101562
Iteration 65Q: 23 clusters Score -1.946607e+08 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 123650 members 
Mstep: Class 2 contains 63649 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 181808 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 167855 members 
Mstep: Class 7 contains 48788 members 
Mstep: Class 8 contains 89868 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 58297 members 
Mstep: Class 13 contains 68409 members 
Mstep: Class 14 contains 147954 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149689 members 
Mstep: Class 18 contains 13155 members 
Mstep: Class 20 contains 148697 members 
Mstep: Class 21 contains 23099 members 
Mstep: Class 22 contains 177648 members 
Mstep: Class 23 contains 132229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661696.000000 Penalty: 77982.101562
Iteration 66Q: 23 clusters Score -1.946617e+08 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 122956 members 
Mstep: Class 2 contains 63799 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 181732 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 167678 members 
Mstep: Class 7 contains 48795 members 
Mstep: Class 8 contains 90522 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 1543 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 58532 members 
Mstep: Class 13 contains 68376 members 
Mstep: Class 14 contains 149949 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149543 members 
Mstep: Class 18 contains 13189 members 
Mstep: Class 20 contains 147741 members 
Mstep: Class 21 contains 23133 members 
Mstep: Class 22 contains 177423 members 
Mstep: Class 23 contains 131426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662432.000000 Penalty: 77982.101562
Iteration 67Q: 23 clusters Score -1.946624e+08 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 63903 members 
Mstep: Class 3 contains 3736 members 
Mstep: Class 4 contains 181645 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 167554 members 
Mstep: Class 7 contains 48804 members 
Mstep: Class 8 contains 91135 members 
Mstep: Class 9 contains 4901 members 
Mstep: Class 10 contains 1542 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 58766 members 
Mstep: Class 13 contains 68361 members 
Mstep: Class 14 contains 151860 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149452 members 
Mstep: Class 18 contains 13221 members 
Mstep: Class 20 contains 146749 members 
Mstep: Class 21 contains 23168 members 
Mstep: Class 22 contains 177200 members 
Mstep: Class 23 contains 130699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663344.000000 Penalty: 77982.101562
Iteration 68Q: 23 clusters Score -1.946633e+08 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 121496 members 
Mstep: Class 2 contains 64017 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 181594 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 167372 members 
Mstep: Class 7 contains 48787 members 
Mstep: Class 8 contains 91730 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 1541 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 59020 members 
Mstep: Class 13 contains 68341 members 
Mstep: Class 14 contains 153796 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149388 members 
Mstep: Class 18 contains 13250 members 
Mstep: Class 20 contains 145780 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 176996 members 
Mstep: Class 23 contains 130030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664208.000000 Penalty: 77982.101562
Iteration 69Q: 23 clusters Score -1.946642e+08 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 120672 members 
Mstep: Class 2 contains 64120 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 181524 members 
Mstep: Class 5 contains 3105 members 
Mstep: Class 6 contains 167190 members 
Mstep: Class 7 contains 48796 members 
Mstep: Class 8 contains 92319 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 1539 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 59285 members 
Mstep: Class 13 contains 68320 members 
Mstep: Class 14 contains 155717 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149392 members 
Mstep: Class 18 contains 13277 members 
Mstep: Class 20 contains 144740 members 
Mstep: Class 21 contains 23184 members 
Mstep: Class 22 contains 176780 members 
Mstep: Class 23 contains 129468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664800.000000 Penalty: 77982.101562
Iteration 70Q: 23 clusters Score -1.946648e+08 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 119749 members 
Mstep: Class 2 contains 64240 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 181465 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 166980 members 
Mstep: Class 7 contains 48808 members 
Mstep: Class 8 contains 92846 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 59476 members 
Mstep: Class 13 contains 68303 members 
Mstep: Class 14 contains 157702 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149445 members 
Mstep: Class 18 contains 13299 members 
Mstep: Class 20 contains 143669 members 
Mstep: Class 21 contains 23175 members 
Mstep: Class 22 contains 176613 members 
Mstep: Class 23 contains 129010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665232.000000 Penalty: 77982.101562
Iteration 71Q: 23 clusters Score -1.946652e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 118745 members 
Mstep: Class 2 contains 64367 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 181386 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 166734 members 
Mstep: Class 7 contains 48814 members 
Mstep: Class 8 contains 93400 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 59699 members 
Mstep: Class 13 contains 68304 members 
Mstep: Class 14 contains 159625 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149560 members 
Mstep: Class 18 contains 13303 members 
Mstep: Class 20 contains 142629 members 
Mstep: Class 21 contains 23175 members 
Mstep: Class 22 contains 176413 members 
Mstep: Class 23 contains 128624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665392.000000 Penalty: 77982.101562
Iteration 72Q: 23 clusters Score -1.946654e+08 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 64476 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 181328 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 166498 members 
Mstep: Class 7 contains 48836 members 
Mstep: Class 8 contains 93961 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 59983 members 
Mstep: Class 13 contains 68337 members 
Mstep: Class 14 contains 161373 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 149753 members 
Mstep: Class 18 contains 13316 members 
Mstep: Class 20 contains 141549 members 
Mstep: Class 21 contains 23147 members 
Mstep: Class 22 contains 176237 members 
Mstep: Class 23 contains 128386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665392.000000 Penalty: 77982.101562
Iteration 73Q: 23 clusters Score -1.946654e+08 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 116408 members 
Mstep: Class 2 contains 64596 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 4 contains 181351 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 166345 members 
Mstep: Class 7 contains 48828 members 
Mstep: Class 8 contains 94513 members 
Mstep: Class 9 contains 5051 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 60288 members 
Mstep: Class 13 contains 68363 members 
Mstep: Class 14 contains 162870 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150034 members 
Mstep: Class 18 contains 13329 members 
Mstep: Class 20 contains 140424 members 
Mstep: Class 21 contains 23120 members 
Mstep: Class 22 contains 176039 members 
Mstep: Class 23 contains 128251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665696.000000 Penalty: 77982.101562
Iteration 74Q: 23 clusters Score -1.946657e+08 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 64722 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 181346 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 166233 members 
Mstep: Class 7 contains 48865 members 
Mstep: Class 8 contains 95007 members 
Mstep: Class 9 contains 5068 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 60606 members 
Mstep: Class 13 contains 68399 members 
Mstep: Class 14 contains 164346 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150332 members 
Mstep: Class 18 contains 13349 members 
Mstep: Class 20 contains 139346 members 
Mstep: Class 21 contains 23109 members 
Mstep: Class 22 contains 175849 members 
Mstep: Class 23 contains 128135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666000.000000 Penalty: 77982.101562
Iteration 75Q: 23 clusters Score -1.94666e+08 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 113759 members 
Mstep: Class 2 contains 64868 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 181449 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 166151 members 
Mstep: Class 7 contains 48874 members 
Mstep: Class 8 contains 95548 members 
Mstep: Class 9 contains 5090 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 60925 members 
Mstep: Class 13 contains 68436 members 
Mstep: Class 14 contains 165544 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 150741 members 
Mstep: Class 18 contains 13371 members 
Mstep: Class 20 contains 138223 members 
Mstep: Class 21 contains 23098 members 
Mstep: Class 22 contains 175717 members 
Mstep: Class 23 contains 128042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665968.000000 Penalty: 77982.101562
Iteration 76Q: 23 clusters Score -1.94666e+08 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 65004 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 181581 members 
Mstep: Class 5 contains 2936 members 
Mstep: Class 6 contains 166156 members 
Mstep: Class 7 contains 48888 members 
Mstep: Class 8 contains 96076 members 
Mstep: Class 9 contains 5103 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 61324 members 
Mstep: Class 13 contains 68470 members 
Mstep: Class 14 contains 166528 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 151195 members 
Mstep: Class 18 contains 13387 members 
Mstep: Class 20 contains 137106 members 
Mstep: Class 21 contains 23072 members 
Mstep: Class 22 contains 175582 members 
Mstep: Class 23 contains 128080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666720.000000 Penalty: 77982.101562
Iteration 77Q: 23 clusters Score -1.946667e+08 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 110833 members 
Mstep: Class 2 contains 65148 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 181711 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 166222 members 
Mstep: Class 7 contains 48910 members 
Mstep: Class 8 contains 96609 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 61722 members 
Mstep: Class 13 contains 68535 members 
Mstep: Class 14 contains 167264 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 151681 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 20 contains 135926 members 
Mstep: Class 21 contains 23045 members 
Mstep: Class 22 contains 175463 members 
Mstep: Class 23 contains 128276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666800.000000 Penalty: 77982.101562
Iteration 78Q: 23 clusters Score -1.946668e+08 nChanged 8024
Entering ConstructFrom: 
Score: -194666800.000000 Penalty: 77982.101562
Entering ConstructFrom: 
Trying to split cluster 1 (109450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Entering Unmasked Estep 
Score: -13516629.000000 Penalty: 2877.599365
	Iteration 0F: 2 clusters Score -1.351663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -13443771.000000 Penalty: 5755.198730
	Iteration 0F: 3 clusters Score -1.344377e+07 nChanged 51713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -13472979.000000 Penalty: 5755.198730
	Iteration 1F: 3 clusters Score -1.347298e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -13473613.000000 Penalty: 5755.198730
	Iteration 2Q: 3 clusters Score -1.347361e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -13474300.000000 Penalty: 5755.198730
	Iteration 3Q: 3 clusters Score -1.34743e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -13474866.000000 Penalty: 5755.198730
	Iteration 4Q: 3 clusters Score -1.347487e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -13475719.000000 Penalty: 5755.198730
	Iteration 5Q: 3 clusters Score -1.347572e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -13476890.000000 Penalty: 5755.198730
	Iteration 6Q: 3 clusters Score -1.347689e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -13478481.000000 Penalty: 5755.198730
	Iteration 7Q: 3 clusters Score -1.347848e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -13481044.000000 Penalty: 5755.198730
	Iteration 8Q: 3 clusters Score -1.348104e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -13485286.000000 Penalty: 5755.198730
	Iteration 9F: 3 clusters Score -1.348529e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -13491254.000000 Penalty: 5755.198730
	Iteration 10F: 3 clusters Score -1.349125e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -13498220.000000 Penalty: 5755.198730
	Iteration 11F: 3 clusters Score -1.349822e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -13504287.000000 Penalty: 5755.198730
	Iteration 12F: 3 clusters Score -1.350429e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102545 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -13508674.000000 Penalty: 5755.198730
	Iteration 13Q: 3 clusters Score -1.350867e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105518 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -13511283.000000 Penalty: 5755.198730
	Iteration 14Q: 3 clusters Score -1.351128e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -13512571.000000 Penalty: 5755.198730
	Iteration 15Q: 3 clusters Score -1.351257e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13513272.000000 Penalty: 5755.198730
	Iteration 16Q: 3 clusters Score -1.351327e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13513595.000000 Penalty: 5755.198730
	Iteration 17Q: 3 clusters Score -1.35136e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13513784.000000 Penalty: 5755.198730
	Iteration 18Q: 3 clusters Score -1.351378e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13513898.000000 Penalty: 5755.198730
	Iteration 19Q: 3 clusters Score -1.35139e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -13513980.000000 Penalty: 5755.198730
	Iteration 20F: 3 clusters Score -1.351398e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -13514015.000000 Penalty: 5755.198730
	Iteration 21Q: 3 clusters Score -1.351402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13514042.000000 Penalty: 5755.198730
	Iteration 22Q: 3 clusters Score -1.351404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13514090.000000 Penalty: 5755.198730
	Iteration 23Q: 3 clusters Score -1.351409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13514112.000000 Penalty: 5755.198730
	Iteration 24Q: 3 clusters Score -1.351411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -13514119.000000 Penalty: 5755.198730
	Iteration 25Q: 3 clusters Score -1.351412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -13514122.000000 Penalty: 5755.198730
	Iteration 26Q: 3 clusters Score -1.351412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13514136.000000 Penalty: 5755.198730
	Iteration 27Q: 3 clusters Score -1.351414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109043 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -13514146.000000 Penalty: 5755.198730
	Iteration 28Q: 3 clusters Score -1.351415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13514150.000000 Penalty: 5755.198730
	Iteration 29Q: 3 clusters Score -1.351415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109048 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13514149.000000 Penalty: 5755.198730
	Iteration 30Q: 3 clusters Score -1.351415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13514144.000000 Penalty: 5755.198730
	Iteration 31Q: 3 clusters Score -1.351414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -13514144.000000 Penalty: 5755.198730
	Iteration 32F: 3 clusters Score -1.351414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Entering Unmasked Estep 
Score: -8104265.000000 Penalty: 2749.448730
	Iteration 0F: 2 clusters Score -8104265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -8060387.000000 Penalty: 5498.897461
	Iteration 0F: 3 clusters Score -8060387 nChanged 30470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -8077500.000000 Penalty: 5498.897461
	Iteration 1F: 3 clusters Score -8077500 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -8078187.500000 Penalty: 5498.897461
	Iteration 2Q: 3 clusters Score -8078188 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8078862.500000 Penalty: 5498.897461
	Iteration 3Q: 3 clusters Score -8078862 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -8079522.000000 Penalty: 5498.897461
	Iteration 4Q: 3 clusters Score -8079522 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -8080219.000000 Penalty: 5498.897461
	Iteration 5Q: 3 clusters Score -8080219 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -8081015.000000 Penalty: 5498.897461
	Iteration 6Q: 3 clusters Score -8081015 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -8081849.500000 Penalty: 5498.897461
	Iteration 7Q: 3 clusters Score -8081850 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -8082909.000000 Penalty: 5498.897461
	Iteration 8Q: 3 clusters Score -8082909 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -8084122.500000 Penalty: 5498.897461
	Iteration 9Q: 3 clusters Score -8084122 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -8085744.500000 Penalty: 5498.897461
	Iteration 10Q: 3 clusters Score -8085744 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -8087742.500000 Penalty: 5498.897461
	Iteration 11F: 3 clusters Score -8087742 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -8090007.500000 Penalty: 5498.897461
	Iteration 12F: 3 clusters Score -8090008 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8092020.500000 Penalty: 5498.897461
	Iteration 13Q: 3 clusters Score -8092020 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -8093573.500000 Penalty: 5498.897461
	Iteration 14Q: 3 clusters Score -8093574 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -8094780.500000 Penalty: 5498.897461
	Iteration 15Q: 3 clusters Score -8094780 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -8095671.500000 Penalty: 5498.897461
	Iteration 16Q: 3 clusters Score -8095672 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -8096469.500000 Penalty: 5498.897461
	Iteration 17Q: 3 clusters Score -8096470 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -8097157.500000 Penalty: 5498.897461
	Iteration 18Q: 3 clusters Score -8097158 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -8097746.500000 Penalty: 5498.897461
	Iteration 19Q: 3 clusters Score -8097746 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -8098385.000000 Penalty: 5498.897461
	Iteration 20F: 3 clusters Score -8098385 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -8098965.500000 Penalty: 5498.897461
	Iteration 21Q: 3 clusters Score -8098966 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -8099409.000000 Penalty: 5498.897461
	Iteration 22Q: 3 clusters Score -8099409 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -8099848.500000 Penalty: 5498.897461
	Iteration 23Q: 3 clusters Score -8099848 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 58950 members 
Entering Unmasked Estep 
Score: -8100229.500000 Penalty: 5498.897461
	Iteration 24Q: 3 clusters Score -8100230 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -8100553.500000 Penalty: 5498.897461
	Iteration 25Q: 3 clusters Score -8100554 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -8100801.500000 Penalty: 5498.897461
	Iteration 26Q: 3 clusters Score -8100802 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -8101040.500000 Penalty: 5498.897461
	Iteration 27Q: 3 clusters Score -8101040 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -8101197.000000 Penalty: 5498.897461
	Iteration 28Q: 3 clusters Score -8101197 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -8101371.000000 Penalty: 5498.897461
	Iteration 29Q: 3 clusters Score -8101371 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -8101502.000000 Penalty: 5498.897461
	Iteration 30Q: 3 clusters Score -8101502 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -8101593.000000 Penalty: 5498.897461
	Iteration 31Q: 3 clusters Score -8101593 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -8101714.000000 Penalty: 5498.897461
	Iteration 32Q: 3 clusters Score -8101714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -8101786.000000 Penalty: 5498.897461
	Iteration 33Q: 3 clusters Score -8101786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8101825.500000 Penalty: 5498.897461
	Iteration 34Q: 3 clusters Score -8101826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -8101887.000000 Penalty: 5498.897461
	Iteration 35Q: 3 clusters Score -8101887 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -8101925.500000 Penalty: 5498.897461
	Iteration 36Q: 3 clusters Score -8101926 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -8101971.000000 Penalty: 5498.897461
	Iteration 37Q: 3 clusters Score -8101971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -8101978.000000 Penalty: 5498.897461
	Iteration 38Q: 3 clusters Score -8101978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -8102030.500000 Penalty: 5498.897461
	Iteration 39Q: 3 clusters Score -8102030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -8102036.000000 Penalty: 5498.897461
	Iteration 40F: 3 clusters Score -8102036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -8102061.000000 Penalty: 5498.897461
	Iteration 41Q: 3 clusters Score -8102061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -8102061.000000 Penalty: 5498.897461
	Iteration 42Q: 3 clusters Score -8102061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -8102058.500000 Penalty: 5498.897461
	Iteration 43Q: 3 clusters Score -8102058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -8102074.000000 Penalty: 5498.897461
	Iteration 44Q: 3 clusters Score -8102074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -8102083.500000 Penalty: 5498.897461
	Iteration 45Q: 3 clusters Score -8102084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8102098.000000 Penalty: 5498.897461
	Iteration 46Q: 3 clusters Score -8102098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -8102113.500000 Penalty: 5498.897461
	Iteration 47Q: 3 clusters Score -8102114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -8102114.000000 Penalty: 5498.897461
	Iteration 48Q: 3 clusters Score -8102114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -8102118.000000 Penalty: 5498.897461
	Iteration 49Q: 3 clusters Score -8102118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -8102121.500000 Penalty: 5498.897461
	Iteration 50Q: 3 clusters Score -8102122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -8102125.000000 Penalty: 5498.897461
	Iteration 51Q: 3 clusters Score -8102125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8102135.500000 Penalty: 5498.897461
	Iteration 52Q: 3 clusters Score -8102136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -8102134.500000 Penalty: 5498.897461
	Iteration 53Q: 3 clusters Score -8102134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -8102137.000000 Penalty: 5498.897461
	Iteration 54Q: 3 clusters Score -8102137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -8102135.500000 Penalty: 5498.897461
	Iteration 55Q: 3 clusters Score -8102136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -8102146.000000 Penalty: 5498.897461
	Iteration 56Q: 3 clusters Score -8102146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -8102155.000000 Penalty: 5498.897461
	Iteration 57Q: 3 clusters Score -8102155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -8102157.500000 Penalty: 5498.897461
	Iteration 58Q: 3 clusters Score -8102158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -8102170.000000 Penalty: 5498.897461
	Iteration 59Q: 3 clusters Score -8102170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -8102179.500000 Penalty: 5498.897461
	Iteration 60F: 3 clusters Score -8102180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 63468 members 
Entering Unmasked Estep 
Score: -8102187.000000 Penalty: 5498.897461
	Iteration 61Q: 3 clusters Score -8102187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -8102179.500000 Penalty: 5498.897461
	Iteration 62Q: 3 clusters Score -8102180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -8102186.500000 Penalty: 5498.897461
	Iteration 63Q: 3 clusters Score -8102186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -8102198.500000 Penalty: 5498.897461
	Iteration 64Q: 3 clusters Score -8102198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -8102188.000000 Penalty: 5498.897461
	Iteration 65Q: 3 clusters Score -8102188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
Score: -8102197.500000 Penalty: 5498.897461
	Iteration 66Q: 3 clusters Score -8102198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -8102195.500000 Penalty: 5498.897461
	Iteration 67Q: 3 clusters Score -8102196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -8102200.000000 Penalty: 5498.897461
	Iteration 68Q: 3 clusters Score -8102200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -8102202.500000 Penalty: 5498.897461
	Iteration 69Q: 3 clusters Score -8102202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
Score: -8102201.500000 Penalty: 5498.897461
	Iteration 70Q: 3 clusters Score -8102202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -8102203.500000 Penalty: 5498.897461
	Iteration 71Q: 3 clusters Score -8102204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -8102221.000000 Penalty: 5498.897461
	Iteration 72Q: 3 clusters Score -8102221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -8102214.500000 Penalty: 5498.897461
	Iteration 73Q: 3 clusters Score -8102214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -8102216.500000 Penalty: 5498.897461
	Iteration 74Q: 3 clusters Score -8102216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -8102216.500000 Penalty: 5498.897461
	Iteration 75F: 3 clusters Score -8102216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -452741.500000 Penalty: 2041.116943
	Iteration 0F: 2 clusters Score -452741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -448957.812500 Penalty: 4082.233887
	Iteration 0F: 3 clusters Score -448957.8 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -449756.250000 Penalty: 4082.233887
	Iteration 1F: 3 clusters Score -449756.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -449985.031250 Penalty: 4082.233887
	Iteration 2F: 3 clusters Score -449985 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -450137.125000 Penalty: 4082.233887
	Iteration 3F: 3 clusters Score -450137.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -450271.437500 Penalty: 4082.233887
	Iteration 4F: 3 clusters Score -450271.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -450384.343750 Penalty: 4082.233887
	Iteration 5Q: 3 clusters Score -450384.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -450478.312500 Penalty: 4082.233887
	Iteration 6Q: 3 clusters Score -450478.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -450566.187500 Penalty: 4082.233887
	Iteration 7Q: 3 clusters Score -450566.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -450622.750000 Penalty: 4082.233887
	Iteration 8Q: 3 clusters Score -450622.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -450664.281250 Penalty: 4082.233887
	Iteration 9Q: 3 clusters Score -450664.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -450709.718750 Penalty: 4082.233887
	Iteration 10Q: 3 clusters Score -450709.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -450747.343750 Penalty: 4082.233887
	Iteration 11Q: 3 clusters Score -450747.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -450780.562500 Penalty: 4082.233887
	Iteration 12Q: 3 clusters Score -450780.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -450817.031250 Penalty: 4082.233887
	Iteration 13Q: 3 clusters Score -450817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -450851.375000 Penalty: 4082.233887
	Iteration 14Q: 3 clusters Score -450851.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -450878.937500 Penalty: 4082.233887
	Iteration 15Q: 3 clusters Score -450878.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -450906.625000 Penalty: 4082.233887
	Iteration 16Q: 3 clusters Score -450906.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -450932.843750 Penalty: 4082.233887
	Iteration 17Q: 3 clusters Score -450932.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -450958.281250 Penalty: 4082.233887
	Iteration 18Q: 3 clusters Score -450958.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -450978.343750 Penalty: 4082.233887
	Iteration 19Q: 3 clusters Score -450978.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -450992.625000 Penalty: 4082.233887
	Iteration 20F: 3 clusters Score -450992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -451006.125000 Penalty: 4082.233887
	Iteration 21Q: 3 clusters Score -451006.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -451022.031250 Penalty: 4082.233887
	Iteration 22Q: 3 clusters Score -451022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -451028.843750 Penalty: 4082.233887
	Iteration 23Q: 3 clusters Score -451028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -451036.593750 Penalty: 4082.233887
	Iteration 24Q: 3 clusters Score -451036.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -451041.062500 Penalty: 4082.233887
	Iteration 25Q: 3 clusters Score -451041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -451049.500000 Penalty: 4082.233887
	Iteration 26Q: 3 clusters Score -451049.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -451055.156250 Penalty: 4082.233887
	Iteration 27Q: 3 clusters Score -451055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -451059.406250 Penalty: 4082.233887
	Iteration 28Q: 3 clusters Score -451059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -451063.281250 Penalty: 4082.233887
	Iteration 29Q: 3 clusters Score -451063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -451064.750000 Penalty: 4082.233887
	Iteration 30Q: 3 clusters Score -451064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -451066.250000 Penalty: 4082.233887
	Iteration 31Q: 3 clusters Score -451066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -451065.562500 Penalty: 4082.233887
	Iteration 32Q: 3 clusters Score -451065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -451065.562500 Penalty: 4082.233887
	Iteration 33F: 3 clusters Score -451065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (181802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181802 members 
Entering Unmasked Estep 
Score: -22490080.000000 Penalty: 3003.447021
	Iteration 0F: 2 clusters Score -2.249008e+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 91067 members 
Entering Unmasked Estep 
Score: -22377442.000000 Penalty: 6006.894043
	Iteration 0F: 3 clusters Score -2.237744e+07 nChanged 87397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -22429102.000000 Penalty: 6006.894043
	Iteration 1F: 3 clusters Score -2.24291e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -22430154.000000 Penalty: 6006.894043
	Iteration 2Q: 3 clusters Score -2.243015e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -22431954.000000 Penalty: 6006.894043
	Iteration 3Q: 3 clusters Score -2.243195e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -22434482.000000 Penalty: 6006.894043
	Iteration 4Q: 3 clusters Score -2.243448e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -22438728.000000 Penalty: 6006.894043
	Iteration 5F: 3 clusters Score -2.243873e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -22446420.000000 Penalty: 6006.894043
	Iteration 6F: 3 clusters Score -2.244642e+07 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 140548 members 
Entering Unmasked Estep 
Score: -22458350.000000 Penalty: 6006.894043
	Iteration 7F: 3 clusters Score -2.245835e+07 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -22471984.000000 Penalty: 6006.894043
	Iteration 8F: 3 clusters Score -2.247198e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 169389 members 
Entering Unmasked Estep 
Score: -22481242.000000 Penalty: 6006.894043
	Iteration 9F: 3 clusters Score -2.248124e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 177031 members 
Entering Unmasked Estep 
Score: -22485186.000000 Penalty: 6006.894043
	Iteration 10Q: 3 clusters Score -2.248519e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 180045 members 
Entering Unmasked Estep 
Score: -22486580.000000 Penalty: 6006.894043
	Iteration 11Q: 3 clusters Score -2.248658e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 181014 members 
Entering Unmasked Estep 
Score: -22487004.000000 Penalty: 6006.894043
	Iteration 12Q: 3 clusters Score -2.2487e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 181289 members 
Entering Unmasked Estep 
Score: -22487216.000000 Penalty: 6006.894043
	Iteration 13Q: 3 clusters Score -2.248722e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 181380 members 
Entering Unmasked Estep 
Score: -22487332.000000 Penalty: 6006.894043
	Iteration 14Q: 3 clusters Score -2.248733e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 181408 members 
Entering Unmasked Estep 
Score: -22487396.000000 Penalty: 6006.894043
	Iteration 15Q: 3 clusters Score -2.24874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 181414 members 
Entering Unmasked Estep 
Score: -22487462.000000 Penalty: 6006.894043
	Iteration 16Q: 3 clusters Score -2.248746e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 181429 members 
Entering Unmasked Estep 
Score: -22487508.000000 Penalty: 6006.894043
	Iteration 17Q: 3 clusters Score -2.248751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 181439 members 
Entering Unmasked Estep 
Score: -22487538.000000 Penalty: 6006.894043
	Iteration 18Q: 3 clusters Score -2.248754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 181442 members 
Entering Unmasked Estep 
Score: -22487550.000000 Penalty: 6006.894043
	Iteration 19Q: 3 clusters Score -2.248755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 181446 members 
Entering Unmasked Estep 
Score: -22487576.000000 Penalty: 6006.894043
	Iteration 20F: 3 clusters Score -2.248758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 181448 members 
Entering Unmasked Estep 
Score: -22487612.000000 Penalty: 6006.894043
	Iteration 21Q: 3 clusters Score -2.248761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 181453 members 
Entering Unmasked Estep 
Score: -22487610.000000 Penalty: 6006.894043
	Iteration 22Q: 3 clusters Score -2.248761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181454 members 
Entering Unmasked Estep 
Score: -22487612.000000 Penalty: 6006.894043
	Iteration 23Q: 3 clusters Score -2.248761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 181452 members 
Entering Unmasked Estep 
Score: -22487636.000000 Penalty: 6006.894043
	Iteration 24Q: 3 clusters Score -2.248764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181451 members 
Entering Unmasked Estep 
Score: -22487644.000000 Penalty: 6006.894043
	Iteration 25Q: 3 clusters Score -2.248764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 181453 members 
Entering Unmasked Estep 
Score: -22487646.000000 Penalty: 6006.894043
	Iteration 26Q: 3 clusters Score -2.248765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 181454 members 
Entering Unmasked Estep 
Score: -22487638.000000 Penalty: 6006.894043
	Iteration 27Q: 3 clusters Score -2.248764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -22487648.000000 Penalty: 6006.894043
	Iteration 28Q: 3 clusters Score -2.248765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 181457 members 
Entering Unmasked Estep 
Score: -22487642.000000 Penalty: 6006.894043
	Iteration 29Q: 3 clusters Score -2.248764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -22487638.000000 Penalty: 6006.894043
	Iteration 30Q: 3 clusters Score -2.248764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -22487648.000000 Penalty: 6006.894043
	Iteration 31Q: 3 clusters Score -2.248765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -22487640.000000 Penalty: 6006.894043
	Iteration 32Q: 3 clusters Score -2.248764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 181461 members 
Entering Unmasked Estep 
Score: -22487652.000000 Penalty: 6006.894043
	Iteration 33Q: 3 clusters Score -2.248765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 181464 members 
Entering Unmasked Estep 
Score: -22487658.000000 Penalty: 6006.894043
	Iteration 34Q: 3 clusters Score -2.248766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 181464 members 
Entering Unmasked Estep 
Score: -22487662.000000 Penalty: 6006.894043
	Iteration 35Q: 3 clusters Score -2.248766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 181466 members 
Entering Unmasked Estep 
Score: -22487658.000000 Penalty: 6006.894043
	Iteration 36Q: 3 clusters Score -2.248766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 181468 members 
Entering Unmasked Estep 
Score: -22487654.000000 Penalty: 6006.894043
	Iteration 37Q: 3 clusters Score -2.248765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 181469 members 
Entering Unmasked Estep 
Score: -22487664.000000 Penalty: 6006.894043
	Iteration 38Q: 3 clusters Score -2.248766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 181471 members 
Entering Unmasked Estep 
Score: -22487658.000000 Penalty: 6006.894043
	Iteration 39Q: 3 clusters Score -2.248766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 181472 members 
Entering Unmasked Estep 
Score: -22487668.000000 Penalty: 6006.894043
	Iteration 40F: 3 clusters Score -2.248767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Entering Unmasked Estep 
Score: -317293.531250 Penalty: 1977.171509
	Iteration 0F: 2 clusters Score -317293.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -314256.500000 Penalty: 3954.343018
	Iteration 0F: 3 clusters Score -314256.5 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -315143.593750 Penalty: 3954.343018
	Iteration 1F: 3 clusters Score -315143.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -315597.968750 Penalty: 3954.343018
	Iteration 2F: 3 clusters Score -315598 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -316043.593750 Penalty: 3954.343018
	Iteration 3F: 3 clusters Score -316043.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -316372.406250 Penalty: 3954.343018
	Iteration 4F: 3 clusters Score -316372.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -316589.750000 Penalty: 3954.343018
	Iteration 5F: 3 clusters Score -316589.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -316737.500000 Penalty: 3954.343018
	Iteration 6Q: 3 clusters Score -316737.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -316960.781250 Penalty: 3954.343018
	Iteration 7Q: 3 clusters Score -316960.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -317089.593750 Penalty: 3954.343018
	Iteration 8Q: 3 clusters Score -317089.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -317175.218750 Penalty: 3954.343018
	Iteration 9Q: 3 clusters Score -317175.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -317221.937500 Penalty: 3954.343018
	Iteration 10Q: 3 clusters Score -317221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -317259.062500 Penalty: 3954.343018
	Iteration 11Q: 3 clusters Score -317259.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -317282.781250 Penalty: 3954.343018
	Iteration 12Q: 3 clusters Score -317282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -317292.000000 Penalty: 3954.343018
	Iteration 13Q: 3 clusters Score -317292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -317298.500000 Penalty: 3954.343018
	Iteration 14Q: 3 clusters Score -317298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -317300.125000 Penalty: 3954.343018
	Iteration 15Q: 3 clusters Score -317300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -317302.343750 Penalty: 3954.343018
	Iteration 16Q: 3 clusters Score -317302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317302.500000 Penalty: 3954.343018
	Iteration 17Q: 3 clusters Score -317302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317302.500000 Penalty: 3954.343018
	Iteration 18F: 3 clusters Score -317302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 65283 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181802 members 
Mstep: Class 5 contains 895 members 
Mstep: Class 6 contains 166364 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 97078 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62160 members 
Mstep: Class 13 contains 68561 members 
Mstep: Class 14 contains 167811 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152252 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 2005 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 23024 members 
Mstep: Class 22 contains 175324 members 
Mstep: Class 23 contains 128604 members 
Entering Unmasked Estep 
Score: -194664640.000000 Penalty: 81526.742188
Splitting cluster 5 changes total score from -194666800.000000 to -194664640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (166364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Entering Unmasked Estep 
Score: -20553578.000000 Penalty: 2981.439453
	Iteration 0F: 2 clusters Score -2.055358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -20444602.000000 Penalty: 5962.878906
	Iteration 0F: 3 clusters Score -2.04446e+07 nChanged 79837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -20491262.000000 Penalty: 5962.878906
	Iteration 1F: 3 clusters Score -2.049126e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78999 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -20492386.000000 Penalty: 5962.878906
	Iteration 2Q: 3 clusters Score -2.049239e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -20493448.000000 Penalty: 5962.878906
	Iteration 3Q: 3 clusters Score -2.049345e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -20495140.000000 Penalty: 5962.878906
	Iteration 4Q: 3 clusters Score -2.049514e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 99604 members 
Entering Unmasked Estep 
Score: -20497760.000000 Penalty: 5962.878906
	Iteration 5Q: 3 clusters Score -2.049776e+07 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
Score: -20502336.000000 Penalty: 5962.878906
	Iteration 6F: 3 clusters Score -2.050234e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 119536 members 
Entering Unmasked Estep 
Score: -20510656.000000 Penalty: 5962.878906
	Iteration 7F: 3 clusters Score -2.051066e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 133325 members 
Entering Unmasked Estep 
Score: -20522616.000000 Penalty: 5962.878906
	Iteration 8F: 3 clusters Score -2.052262e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 146574 members 
Entering Unmasked Estep 
Score: -20535180.000000 Penalty: 5962.878906
	Iteration 9F: 3 clusters Score -2.053518e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -20544156.000000 Penalty: 5962.878906
	Iteration 10F: 3 clusters Score -2.054416e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 162252 members 
Entering Unmasked Estep 
Score: -20548544.000000 Penalty: 5962.878906
	Iteration 11Q: 3 clusters Score -2.054854e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -20550078.000000 Penalty: 5962.878906
	Iteration 12Q: 3 clusters Score -2.055008e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -20550658.000000 Penalty: 5962.878906
	Iteration 13Q: 3 clusters Score -2.055066e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -20550894.000000 Penalty: 5962.878906
	Iteration 14Q: 3 clusters Score -2.055089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -20550978.000000 Penalty: 5962.878906
	Iteration 15Q: 3 clusters Score -2.055098e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -20551022.000000 Penalty: 5962.878906
	Iteration 16Q: 3 clusters Score -2.055102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 165992 members 
Entering Unmasked Estep 
Score: -20551056.000000 Penalty: 5962.878906
	Iteration 17Q: 3 clusters Score -2.055106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -20551078.000000 Penalty: 5962.878906
	Iteration 18Q: 3 clusters Score -2.055108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -20551094.000000 Penalty: 5962.878906
	Iteration 19Q: 3 clusters Score -2.055109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 166025 members 
Entering Unmasked Estep 
Score: -20551098.000000 Penalty: 5962.878906
	Iteration 20F: 3 clusters Score -2.05511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -20551096.000000 Penalty: 5962.878906
	Iteration 21Q: 3 clusters Score -2.05511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 166032 members 
Entering Unmasked Estep 
Score: -20551112.000000 Penalty: 5962.878906
	Iteration 22Q: 3 clusters Score -2.055111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -20551118.000000 Penalty: 5962.878906
	Iteration 23Q: 3 clusters Score -2.055112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -20551116.000000 Penalty: 5962.878906
	Iteration 24Q: 3 clusters Score -2.055112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -20551112.000000 Penalty: 5962.878906
	Iteration 25Q: 3 clusters Score -2.055111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -20551110.000000 Penalty: 5962.878906
	Iteration 26Q: 3 clusters Score -2.055111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 166035 members 
Entering Unmasked Estep 
Score: -20551110.000000 Penalty: 5962.878906
	Iteration 27Q: 3 clusters Score -2.055111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -20551128.000000 Penalty: 5962.878906
	Iteration 28Q: 3 clusters Score -2.055113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -20551124.000000 Penalty: 5962.878906
	Iteration 29Q: 3 clusters Score -2.055112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -20551124.000000 Penalty: 5962.878906
	Iteration 30F: 3 clusters Score -2.055112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Entering Unmasked Estep 
Score: -6063085.500000 Penalty: 2678.056885
	Iteration 0F: 2 clusters Score -6063086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6030210.500000 Penalty: 5356.113770
	Iteration 0F: 3 clusters Score -6030210 nChanged 22551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6042598.500000 Penalty: 5356.113770
	Iteration 1F: 3 clusters Score -6042598 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6043194.500000 Penalty: 5356.113770
	Iteration 2Q: 3 clusters Score -6043194 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -6043752.000000 Penalty: 5356.113770
	Iteration 3Q: 3 clusters Score -6043752 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -6044374.000000 Penalty: 5356.113770
	Iteration 4Q: 3 clusters Score -6044374 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -6045123.000000 Penalty: 5356.113770
	Iteration 5Q: 3 clusters Score -6045123 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -6046277.500000 Penalty: 5356.113770
	Iteration 6Q: 3 clusters Score -6046278 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -6047974.500000 Penalty: 5356.113770
	Iteration 7F: 3 clusters Score -6047974 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -6050460.000000 Penalty: 5356.113770
	Iteration 8F: 3 clusters Score -6050460 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -6053512.500000 Penalty: 5356.113770
	Iteration 9F: 3 clusters Score -6053512 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6056420.000000 Penalty: 5356.113770
	Iteration 10F: 3 clusters Score -6056420 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -6058612.000000 Penalty: 5356.113770
	Iteration 11Q: 3 clusters Score -6058612 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -6059684.000000 Penalty: 5356.113770
	Iteration 12Q: 3 clusters Score -6059684 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6060204.500000 Penalty: 5356.113770
	Iteration 13Q: 3 clusters Score -6060204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -6060425.000000 Penalty: 5356.113770
	Iteration 14Q: 3 clusters Score -6060425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6060547.000000 Penalty: 5356.113770
	Iteration 15Q: 3 clusters Score -6060547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6060638.500000 Penalty: 5356.113770
	Iteration 16Q: 3 clusters Score -6060638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -6060687.000000 Penalty: 5356.113770
	Iteration 17Q: 3 clusters Score -6060687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6060710.000000 Penalty: 5356.113770
	Iteration 18Q: 3 clusters Score -6060710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -6060730.000000 Penalty: 5356.113770
	Iteration 19Q: 3 clusters Score -6060730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6060739.000000 Penalty: 5356.113770
	Iteration 20F: 3 clusters Score -6060739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6060745.000000 Penalty: 5356.113770
	Iteration 21Q: 3 clusters Score -6060745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -6060742.500000 Penalty: 5356.113770
	Iteration 22Q: 3 clusters Score -6060742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6060737.500000 Penalty: 5356.113770
	Iteration 23Q: 3 clusters Score -6060738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -6060742.000000 Penalty: 5356.113770
	Iteration 24Q: 3 clusters Score -6060742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -6060741.500000 Penalty: 5356.113770
	Iteration 25Q: 3 clusters Score -6060742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -6060741.500000 Penalty: 5356.113770
	Iteration 26F: 3 clusters Score -6060742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (97078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Entering Unmasked Estep 
Score: -12083137.000000 Penalty: 2847.850830
	Iteration 0F: 2 clusters Score -1.208314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -12018052.000000 Penalty: 5695.701660
	Iteration 0F: 3 clusters Score -1.201805e+07 nChanged 45998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -12044143.000000 Penalty: 5695.701660
	Iteration 1F: 3 clusters Score -1.204414e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -12044982.000000 Penalty: 5695.701660
	Iteration 2Q: 3 clusters Score -1.204498e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -12045883.000000 Penalty: 5695.701660
	Iteration 3Q: 3 clusters Score -1.204588e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -12047202.000000 Penalty: 5695.701660
	Iteration 4Q: 3 clusters Score -1.20472e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -12049511.000000 Penalty: 5695.701660
	Iteration 5F: 3 clusters Score -1.204951e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -12053075.000000 Penalty: 5695.701660
	Iteration 6F: 3 clusters Score -1.205308e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -12058339.000000 Penalty: 5695.701660
	Iteration 7F: 3 clusters Score -1.205834e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -12064640.000000 Penalty: 5695.701660
	Iteration 8F: 3 clusters Score -1.206464e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -12071059.000000 Penalty: 5695.701660
	Iteration 9F: 3 clusters Score -1.207106e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 91253 members 
Entering Unmasked Estep 
Score: -12075717.000000 Penalty: 5695.701660
	Iteration 10F: 3 clusters Score -1.207572e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -12078285.000000 Penalty: 5695.701660
	Iteration 11Q: 3 clusters Score -1.207828e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -12079567.000000 Penalty: 5695.701660
	Iteration 12Q: 3 clusters Score -1.207957e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -12080101.000000 Penalty: 5695.701660
	Iteration 13Q: 3 clusters Score -1.20801e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 96475 members 
Entering Unmasked Estep 
Score: -12080338.000000 Penalty: 5695.701660
	Iteration 14Q: 3 clusters Score -1.208034e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -12080471.000000 Penalty: 5695.701660
	Iteration 15Q: 3 clusters Score -1.208047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -12080526.000000 Penalty: 5695.701660
	Iteration 16Q: 3 clusters Score -1.208053e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -12080576.000000 Penalty: 5695.701660
	Iteration 17Q: 3 clusters Score -1.208058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -12080591.000000 Penalty: 5695.701660
	Iteration 18Q: 3 clusters Score -1.208059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -12080609.000000 Penalty: 5695.701660
	Iteration 19Q: 3 clusters Score -1.208061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -12080615.000000 Penalty: 5695.701660
	Iteration 20F: 3 clusters Score -1.208062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -12080622.000000 Penalty: 5695.701660
	Iteration 21Q: 3 clusters Score -1.208062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -12080632.000000 Penalty: 5695.701660
	Iteration 22Q: 3 clusters Score -1.208063e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -12080639.000000 Penalty: 5695.701660
	Iteration 23Q: 3 clusters Score -1.208064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -12080629.000000 Penalty: 5695.701660
	Iteration 24Q: 3 clusters Score -1.208063e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -12080630.000000 Penalty: 5695.701660
	Iteration 25Q: 3 clusters Score -1.208063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -12080630.000000 Penalty: 5695.701660
	Iteration 26F: 3 clusters Score -1.208063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Entering Unmasked Estep 
Score: -609751.750000 Penalty: 2118.677734
	Iteration 0F: 2 clusters Score -609751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -605148.375000 Penalty: 4237.355469
	Iteration 0F: 3 clusters Score -605148.4 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -606309.500000 Penalty: 4237.355469
	Iteration 1F: 3 clusters Score -606309.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -606502.750000 Penalty: 4237.355469
	Iteration 2F: 3 clusters Score -606502.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -606631.875000 Penalty: 4237.355469
	Iteration 3Q: 3 clusters Score -606631.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -606751.937500 Penalty: 4237.355469
	Iteration 4Q: 3 clusters Score -606751.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -606867.875000 Penalty: 4237.355469
	Iteration 5Q: 3 clusters Score -606867.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -606993.187500 Penalty: 4237.355469
	Iteration 6Q: 3 clusters Score -606993.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -607114.937500 Penalty: 4237.355469
	Iteration 7Q: 3 clusters Score -607114.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -607213.437500 Penalty: 4237.355469
	Iteration 8Q: 3 clusters Score -607213.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -607315.375000 Penalty: 4237.355469
	Iteration 9Q: 3 clusters Score -607315.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -607436.000000 Penalty: 4237.355469
	Iteration 10Q: 3 clusters Score -607436 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -607544.875000 Penalty: 4237.355469
	Iteration 11Q: 3 clusters Score -607544.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -607655.000000 Penalty: 4237.355469
	Iteration 12Q: 3 clusters Score -607655 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -607801.500000 Penalty: 4237.355469
	Iteration 13Q: 3 clusters Score -607801.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -607964.750000 Penalty: 4237.355469
	Iteration 14Q: 3 clusters Score -607964.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -608093.000000 Penalty: 4237.355469
	Iteration 15Q: 3 clusters Score -608093 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -608174.125000 Penalty: 4237.355469
	Iteration 16Q: 3 clusters Score -608174.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -608229.312500 Penalty: 4237.355469
	Iteration 17Q: 3 clusters Score -608229.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -608268.375000 Penalty: 4237.355469
	Iteration 18Q: 3 clusters Score -608268.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -608290.125000 Penalty: 4237.355469
	Iteration 19Q: 3 clusters Score -608290.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -608306.562500 Penalty: 4237.355469
	Iteration 20F: 3 clusters Score -608306.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -608311.687500 Penalty: 4237.355469
	Iteration 21Q: 3 clusters Score -608311.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -608316.000000 Penalty: 4237.355469
	Iteration 22Q: 3 clusters Score -608316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -608316.812500 Penalty: 4237.355469
	Iteration 23Q: 3 clusters Score -608316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -608318.062500 Penalty: 4237.355469
	Iteration 24Q: 3 clusters Score -608318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -608320.250000 Penalty: 4237.355469
	Iteration 25Q: 3 clusters Score -608320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -608319.562500 Penalty: 4237.355469
	Iteration 26Q: 3 clusters Score -608319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -608319.437500 Penalty: 4237.355469
	Iteration 27Q: 3 clusters Score -608319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -608320.062500 Penalty: 4237.355469
	Iteration 28Q: 3 clusters Score -608320.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -608321.437500 Penalty: 4237.355469
	Iteration 29Q: 3 clusters Score -608321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -608322.875000 Penalty: 4237.355469
	Iteration 30Q: 3 clusters Score -608322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -608323.000000 Penalty: 4237.355469
	Iteration 31Q: 3 clusters Score -608323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -608322.500000 Penalty: 4237.355469
	Iteration 32Q: 3 clusters Score -608322.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -608323.187500 Penalty: 4237.355469
	Iteration 33Q: 3 clusters Score -608323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -608324.000000 Penalty: 4237.355469
	Iteration 34Q: 3 clusters Score -608324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -608324.000000 Penalty: 4237.355469
	Iteration 35F: 3 clusters Score -608324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -163101.546875 Penalty: 1819.398804
	Iteration 0F: 2 clusters Score -163101.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -160873.421875 Penalty: 3638.797607
	Iteration 0F: 3 clusters Score -160873.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -161679.484375 Penalty: 3638.797607
	Iteration 1F: 3 clusters Score -161679.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -162246.921875 Penalty: 3638.797607
	Iteration 2F: 3 clusters Score -162246.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -162850.687500 Penalty: 3638.797607
	Iteration 3F: 3 clusters Score -162850.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -163525.734375 Penalty: 3638.797607
	Iteration 4F: 3 clusters Score -163525.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -163849.328125 Penalty: 3638.797607
	Iteration 5F: 3 clusters Score -163849.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -164047.718750 Penalty: 3638.797607
	Iteration 6Q: 3 clusters Score -164047.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -164135.781250 Penalty: 3638.797607
	Iteration 7Q: 3 clusters Score -164135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -164147.031250 Penalty: 3638.797607
	Iteration 8Q: 3 clusters Score -164147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -164149.859375 Penalty: 3638.797607
	Iteration 9Q: 3 clusters Score -164149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -164149.859375 Penalty: 3638.797607
	Iteration 10F: 3 clusters Score -164149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 65283 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181802 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 166364 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 97078 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 391 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62160 members 
Mstep: Class 13 contains 68561 members 
Mstep: Class 14 contains 167811 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152252 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 1144 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 23024 members 
Mstep: Class 22 contains 175324 members 
Mstep: Class 23 contains 128604 members 
Entering Unmasked Estep 
Score: -194665632.000000 Penalty: 81526.742188
Splitting cluster 10 changes total score from -194666800.000000 to -194665632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81337.812500 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81337.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79612.750000 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79612.75 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79888.429688 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79888.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79968.164062 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79968.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80079.859375 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -80079.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80189.601562 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -80189.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80277.132812 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80277.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80332.593750 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80332.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80392.328125 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80392.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80461.000000 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80507.187500 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80507.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80552.609375 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80552.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80633.242188 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80633.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80708.265625 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80708.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80745.351562 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80745.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80797.085938 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80797.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -80837.218750 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80837.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80870.671875 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -80870.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80891.867188 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -80891.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80899.078125 Penalty: 3270.149902
	Iteration 18F: 3 clusters Score -80899.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80905.148438 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -80905.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80905.148438 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -80905.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (62160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Entering Unmasked Estep 
Score: -7792236.500000 Penalty: 2737.291748
	Iteration 0F: 2 clusters Score -7792236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -7750478.000000 Penalty: 5474.583496
	Iteration 0F: 3 clusters Score -7750478 nChanged 28994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -7766609.000000 Penalty: 5474.583496
	Iteration 1F: 3 clusters Score -7766609 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -7767131.000000 Penalty: 5474.583496
	Iteration 2Q: 3 clusters Score -7767131 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -7767613.000000 Penalty: 5474.583496
	Iteration 3Q: 3 clusters Score -7767613 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -7768057.500000 Penalty: 5474.583496
	Iteration 4Q: 3 clusters Score -7768058 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -7768533.500000 Penalty: 5474.583496
	Iteration 5Q: 3 clusters Score -7768534 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -7769121.500000 Penalty: 5474.583496
	Iteration 6Q: 3 clusters Score -7769122 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -7770040.500000 Penalty: 5474.583496
	Iteration 7Q: 3 clusters Score -7770040 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7771506.000000 Penalty: 5474.583496
	Iteration 8Q: 3 clusters Score -7771506 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -7773761.000000 Penalty: 5474.583496
	Iteration 9F: 3 clusters Score -7773761 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -7776846.000000 Penalty: 5474.583496
	Iteration 10F: 3 clusters Score -7776846 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -7780444.500000 Penalty: 5474.583496
	Iteration 11F: 3 clusters Score -7780444 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7783460.500000 Penalty: 5474.583496
	Iteration 12F: 3 clusters Score -7783460 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -7785656.500000 Penalty: 5474.583496
	Iteration 13Q: 3 clusters Score -7785656 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -7787076.000000 Penalty: 5474.583496
	Iteration 14Q: 3 clusters Score -7787076 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -7787932.500000 Penalty: 5474.583496
	Iteration 15Q: 3 clusters Score -7787932 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -7788584.000000 Penalty: 5474.583496
	Iteration 16Q: 3 clusters Score -7788584 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -7788999.000000 Penalty: 5474.583496
	Iteration 17Q: 3 clusters Score -7788999 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -7789294.500000 Penalty: 5474.583496
	Iteration 18Q: 3 clusters Score -7789294 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -7789472.000000 Penalty: 5474.583496
	Iteration 19Q: 3 clusters Score -7789472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -7789584.500000 Penalty: 5474.583496
	Iteration 20F: 3 clusters Score -7789584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -7789675.500000 Penalty: 5474.583496
	Iteration 21Q: 3 clusters Score -7789676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -7789722.000000 Penalty: 5474.583496
	Iteration 22Q: 3 clusters Score -7789722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -7789755.500000 Penalty: 5474.583496
	Iteration 23Q: 3 clusters Score -7789756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -7789776.500000 Penalty: 5474.583496
	Iteration 24Q: 3 clusters Score -7789776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -7789779.000000 Penalty: 5474.583496
	Iteration 25Q: 3 clusters Score -7789779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -7789787.500000 Penalty: 5474.583496
	Iteration 26Q: 3 clusters Score -7789788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 61690 members 
Entering Unmasked Estep 
Score: -7789794.000000 Penalty: 5474.583496
	Iteration 27Q: 3 clusters Score -7789794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -7789794.000000 Penalty: 5474.583496
	Iteration 28Q: 3 clusters Score -7789794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -7789803.500000 Penalty: 5474.583496
	Iteration 29Q: 3 clusters Score -7789804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -7789806.000000 Penalty: 5474.583496
	Iteration 30Q: 3 clusters Score -7789806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -7789808.000000 Penalty: 5474.583496
	Iteration 31Q: 3 clusters Score -7789808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -7789808.500000 Penalty: 5474.583496
	Iteration 32Q: 3 clusters Score -7789808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -7789808.500000 Penalty: 5474.583496
	Iteration 33F: 3 clusters Score -7789808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Entering Unmasked Estep 
Score: -8092724.000000 Penalty: 2761.598877
	Iteration 0F: 2 clusters Score -8092724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -8046873.000000 Penalty: 5523.197754
	Iteration 0F: 3 clusters Score -8046873 nChanged 32257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -8066522.500000 Penalty: 5523.197754
	Iteration 1F: 3 clusters Score -8066522 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8070311.500000 Penalty: 5523.197754
	Iteration 2F: 3 clusters Score -8070312 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -8076584.500000 Penalty: 5523.197754
	Iteration 3F: 3 clusters Score -8076584 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -8083612.000000 Penalty: 5523.197754
	Iteration 4F: 3 clusters Score -8083612 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -8088786.000000 Penalty: 5523.197754
	Iteration 5F: 3 clusters Score -8088786 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -8092052.500000 Penalty: 5523.197754
	Iteration 6F: 3 clusters Score -8092052 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62139 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -8094794.000000 Penalty: 5523.197754
	Iteration 7Q: 3 clusters Score -8094794 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8096040.000000 Penalty: 5523.197754
	Iteration 8Q: 3 clusters Score -8096040 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8096291.000000 Penalty: 5523.197754
	Iteration 9Q: 3 clusters Score -8096291 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8096369.000000 Penalty: 5523.197754
	Iteration 10Q: 3 clusters Score -8096369 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8096389.500000 Penalty: 5523.197754
	Iteration 11Q: 3 clusters Score -8096390 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8096460.500000 Penalty: 5523.197754
	Iteration 12Q: 3 clusters Score -8096460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -8096492.000000 Penalty: 5523.197754
	Iteration 13Q: 3 clusters Score -8096492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8096487.000000 Penalty: 5523.197754
	Iteration 14Q: 3 clusters Score -8096487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8096500.500000 Penalty: 5523.197754
	Iteration 15Q: 3 clusters Score -8096500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8096509.000000 Penalty: 5523.197754
	Iteration 16Q: 3 clusters Score -8096509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8096509.500000 Penalty: 5523.197754
	Iteration 17Q: 3 clusters Score -8096510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8096521.000000 Penalty: 5523.197754
	Iteration 18Q: 3 clusters Score -8096521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -8096526.000000 Penalty: 5523.197754
	Iteration 19Q: 3 clusters Score -8096526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65038 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8096528.000000 Penalty: 5523.197754
	Iteration 20F: 3 clusters Score -8096528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8096524.500000 Penalty: 5523.197754
	Iteration 21Q: 3 clusters Score -8096524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8096530.000000 Penalty: 5523.197754
	Iteration 22Q: 3 clusters Score -8096530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8096535.500000 Penalty: 5523.197754
	Iteration 23Q: 3 clusters Score -8096536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65100 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8096526.500000 Penalty: 5523.197754
	Iteration 24Q: 3 clusters Score -8096526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8096532.500000 Penalty: 5523.197754
	Iteration 25Q: 3 clusters Score -8096532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8096524.000000 Penalty: 5523.197754
	Iteration 26Q: 3 clusters Score -8096524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8096526.500000 Penalty: 5523.197754
	Iteration 27Q: 3 clusters Score -8096526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8096525.000000 Penalty: 5523.197754
	Iteration 28Q: 3 clusters Score -8096525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8096518.500000 Penalty: 5523.197754
	Iteration 29Q: 3 clusters Score -8096518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8096516.000000 Penalty: 5523.197754
	Iteration 30Q: 3 clusters Score -8096516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8096519.000000 Penalty: 5523.197754
	Iteration 31Q: 3 clusters Score -8096519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8096522.000000 Penalty: 5523.197754
	Iteration 32Q: 3 clusters Score -8096522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8096522.000000 Penalty: 5523.197754
	Iteration 33Q: 3 clusters Score -8096522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8096518.500000 Penalty: 5523.197754
	Iteration 34Q: 3 clusters Score -8096518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8096522.500000 Penalty: 5523.197754
	Iteration 35Q: 3 clusters Score -8096522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8096522.500000 Penalty: 5523.197754
	Iteration 36F: 3 clusters Score -8096522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 65283 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181802 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 166364 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 97078 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62160 members 
Mstep: Class 13 contains 65146 members 
Mstep: Class 14 contains 167811 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152252 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 23024 members 
Mstep: Class 22 contains 175324 members 
Mstep: Class 23 contains 128604 members 
Entering Unmasked Estep 
Score: -194671760.000000 Penalty: 81526.742188
Splitting cluster 13 changes total score from -194666800.000000 to -194671760.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 14 (167811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167811 members 
Entering Unmasked Estep 
Score: -20767320.000000 Penalty: 2983.587402
	Iteration 0F: 2 clusters Score -2.076732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -20657716.000000 Penalty: 5967.174805
	Iteration 0F: 3 clusters Score -2.065772e+07 nChanged 80168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -20704362.000000 Penalty: 5967.174805
	Iteration 1F: 3 clusters Score -2.070436e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -20705594.000000 Penalty: 5967.174805
	Iteration 2Q: 3 clusters Score -2.070559e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87865 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -20707142.000000 Penalty: 5967.174805
	Iteration 3Q: 3 clusters Score -2.070714e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -20708878.000000 Penalty: 5967.174805
	Iteration 4Q: 3 clusters Score -2.070888e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -20711402.000000 Penalty: 5967.174805
	Iteration 5Q: 3 clusters Score -2.07114e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -20714588.000000 Penalty: 5967.174805
	Iteration 6Q: 3 clusters Score -2.071459e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -20719736.000000 Penalty: 5967.174805
	Iteration 7F: 3 clusters Score -2.071974e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -20726544.000000 Penalty: 5967.174805
	Iteration 8F: 3 clusters Score -2.072654e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -20734218.000000 Penalty: 5967.174805
	Iteration 9F: 3 clusters Score -2.073422e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -20739878.000000 Penalty: 5967.174805
	Iteration 10F: 3 clusters Score -2.073988e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -20742862.000000 Penalty: 5967.174805
	Iteration 11Q: 3 clusters Score -2.074286e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116685 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -20744328.000000 Penalty: 5967.174805
	Iteration 12Q: 3 clusters Score -2.074433e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119145 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -20745304.000000 Penalty: 5967.174805
	Iteration 13Q: 3 clusters Score -2.07453e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121619 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -20746168.000000 Penalty: 5967.174805
	Iteration 14Q: 3 clusters Score -2.074617e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -20747058.000000 Penalty: 5967.174805
	Iteration 15Q: 3 clusters Score -2.074706e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -20747976.000000 Penalty: 5967.174805
	Iteration 16Q: 3 clusters Score -2.074798e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129618 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -20749062.000000 Penalty: 5967.174805
	Iteration 17Q: 3 clusters Score -2.074906e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -20750128.000000 Penalty: 5967.174805
	Iteration 18Q: 3 clusters Score -2.075013e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135268 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -20751184.000000 Penalty: 5967.174805
	Iteration 19Q: 3 clusters Score -2.075118e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -20752466.000000 Penalty: 5967.174805
	Iteration 20F: 3 clusters Score -2.075247e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141263 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -20753740.000000 Penalty: 5967.174805
	Iteration 21Q: 3 clusters Score -2.075374e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144376 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -20755146.000000 Penalty: 5967.174805
	Iteration 22Q: 3 clusters Score -2.075515e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -20756536.000000 Penalty: 5967.174805
	Iteration 23Q: 3 clusters Score -2.075654e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -20757922.000000 Penalty: 5967.174805
	Iteration 24Q: 3 clusters Score -2.075792e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -20759224.000000 Penalty: 5967.174805
	Iteration 25Q: 3 clusters Score -2.075922e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155766 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -20760552.000000 Penalty: 5967.174805
	Iteration 26Q: 3 clusters Score -2.076055e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158150 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -20761544.000000 Penalty: 5967.174805
	Iteration 27Q: 3 clusters Score -2.076154e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160270 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -20762446.000000 Penalty: 5967.174805
	Iteration 28Q: 3 clusters Score -2.076245e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -20763230.000000 Penalty: 5967.174805
	Iteration 29Q: 3 clusters Score -2.076323e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -20763750.000000 Penalty: 5967.174805
	Iteration 30Q: 3 clusters Score -2.076375e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164278 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -20764066.000000 Penalty: 5967.174805
	Iteration 31Q: 3 clusters Score -2.076407e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164940 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -20764364.000000 Penalty: 5967.174805
	Iteration 32Q: 3 clusters Score -2.076436e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20764506.000000 Penalty: 5967.174805
	Iteration 33Q: 3 clusters Score -2.076451e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20764602.000000 Penalty: 5967.174805
	Iteration 34Q: 3 clusters Score -2.07646e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -20764658.000000 Penalty: 5967.174805
	Iteration 35Q: 3 clusters Score -2.076466e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166236 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20764746.000000 Penalty: 5967.174805
	Iteration 36Q: 3 clusters Score -2.076475e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20764784.000000 Penalty: 5967.174805
	Iteration 37Q: 3 clusters Score -2.076478e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166472 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20764810.000000 Penalty: 5967.174805
	Iteration 38Q: 3 clusters Score -2.076481e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166555 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -20764850.000000 Penalty: 5967.174805
	Iteration 39Q: 3 clusters Score -2.076485e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166605 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -20764864.000000 Penalty: 5967.174805
	Iteration 40F: 3 clusters Score -2.076486e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166655 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20764870.000000 Penalty: 5967.174805
	Iteration 41Q: 3 clusters Score -2.076487e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20764862.000000 Penalty: 5967.174805
	Iteration 42Q: 3 clusters Score -2.076486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20764862.000000 Penalty: 5967.174805
	Iteration 43Q: 3 clusters Score -2.076486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20764860.000000 Penalty: 5967.174805
	Iteration 44Q: 3 clusters Score -2.076486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20764918.000000 Penalty: 5967.174805
	Iteration 45Q: 3 clusters Score -2.076492e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20764912.000000 Penalty: 5967.174805
	Iteration 46Q: 3 clusters Score -2.076491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -20764956.000000 Penalty: 5967.174805
	Iteration 47Q: 3 clusters Score -2.076496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166871 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -20764920.000000 Penalty: 5967.174805
	Iteration 48Q: 3 clusters Score -2.076492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166884 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20764944.000000 Penalty: 5967.174805
	Iteration 49Q: 3 clusters Score -2.076494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -20764936.000000 Penalty: 5967.174805
	Iteration 50Q: 3 clusters Score -2.076494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166901 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -20764932.000000 Penalty: 5967.174805
	Iteration 51Q: 3 clusters Score -2.076493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20764940.000000 Penalty: 5967.174805
	Iteration 52Q: 3 clusters Score -2.076494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166915 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -20764946.000000 Penalty: 5967.174805
	Iteration 53Q: 3 clusters Score -2.076495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20764950.000000 Penalty: 5967.174805
	Iteration 54Q: 3 clusters Score -2.076495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20764954.000000 Penalty: 5967.174805
	Iteration 55Q: 3 clusters Score -2.076495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -20764944.000000 Penalty: 5967.174805
	Iteration 56Q: 3 clusters Score -2.076494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166938 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20764958.000000 Penalty: 5967.174805
	Iteration 57Q: 3 clusters Score -2.076496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20764970.000000 Penalty: 5967.174805
	Iteration 58Q: 3 clusters Score -2.076497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20764972.000000 Penalty: 5967.174805
	Iteration 59Q: 3 clusters Score -2.076497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166942 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20764980.000000 Penalty: 5967.174805
	Iteration 60F: 3 clusters Score -2.076498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -20764970.000000 Penalty: 5967.174805
	Iteration 61Q: 3 clusters Score -2.076497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166946 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20764970.000000 Penalty: 5967.174805
	Iteration 62Q: 3 clusters Score -2.076497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20764962.000000 Penalty: 5967.174805
	Iteration 63Q: 3 clusters Score -2.076496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166953 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -20764976.000000 Penalty: 5967.174805
	Iteration 64Q: 3 clusters Score -2.076498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166956 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20764968.000000 Penalty: 5967.174805
	Iteration 65Q: 3 clusters Score -2.076497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166956 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20764960.000000 Penalty: 5967.174805
	Iteration 66Q: 3 clusters Score -2.076496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -20764958.000000 Penalty: 5967.174805
	Iteration 67Q: 3 clusters Score -2.076496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166961 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20764960.000000 Penalty: 5967.174805
	Iteration 68Q: 3 clusters Score -2.076496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -20764954.000000 Penalty: 5967.174805
	Iteration 69Q: 3 clusters Score -2.076495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20764948.000000 Penalty: 5967.174805
	Iteration 70Q: 3 clusters Score -2.076495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20764948.000000 Penalty: 5967.174805
	Iteration 71F: 3 clusters Score -2.076495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -287876.875000 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -287876.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -285029.906250 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -285029.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -285580.937500 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -285580.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285703.437500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -285703.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -285764.437500 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -285764.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -285803.031250 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -285803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -285823.093750 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -285823.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -285838.968750 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -285839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -285856.812500 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -285856.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -285871.843750 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -285871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -285880.187500 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -285880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -285884.687500 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -285884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -285885.906250 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -285885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285888.218750 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -285888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -285893.343750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -285893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -285897.531250 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -285897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -285904.375000 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -285904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -285912.906250 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -285912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -285917.468750 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -285917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -285920.156250 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -285920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -285923.500000 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -285923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -285925.250000 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -285925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -285926.468750 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -285926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -285926.968750 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -285927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -285929.281250 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -285929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -285930.000000 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -285930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -285930.187500 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -285930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -285930.187500 Penalty: 3849.403076
	Iteration 26F: 3 clusters Score -285930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78314.750000 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78314.75 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78530.937500 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78530.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78600.687500 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78600.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78642.718750 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78642.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78677.210938 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78677.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78699.601562 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78717.835938 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78717.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78733.507812 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78733.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78765.984375 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78765.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78806.156250 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -78806.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78878.000000 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -78878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78979.976562 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -78979.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79095.976562 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79095.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79196.414062 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79196.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79275.093750 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79275.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79317.421875 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79317.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79340.984375 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79340.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79351.289062 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79351.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79352.242188 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -79352.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -79354.851562 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -79354.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -79358.203125 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -79358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152252 members 
Entering Unmasked Estep 
Score: -18937366.000000 Penalty: 2959.456543
	Iteration 0F: 2 clusters Score -1.893737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -18835816.000000 Penalty: 5918.913086
	Iteration 0F: 3 clusters Score -1.883582e+07 nChanged 72732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 74943 members 
Entering Unmasked Estep 
Score: -18878160.000000 Penalty: 5918.913086
	Iteration 1F: 3 clusters Score -1.887816e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -18879244.000000 Penalty: 5918.913086
	Iteration 2Q: 3 clusters Score -1.887924e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
Score: -18880766.000000 Penalty: 5918.913086
	Iteration 3Q: 3 clusters Score -1.888077e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -18883044.000000 Penalty: 5918.913086
	Iteration 4Q: 3 clusters Score -1.888304e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -18886606.000000 Penalty: 5918.913086
	Iteration 5Q: 3 clusters Score -1.888661e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90743 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -18891974.000000 Penalty: 5918.913086
	Iteration 6F: 3 clusters Score -1.889197e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -18900082.000000 Penalty: 5918.913086
	Iteration 7F: 3 clusters Score -1.890008e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -18910186.000000 Penalty: 5918.913086
	Iteration 8F: 3 clusters Score -1.891019e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -18918940.000000 Penalty: 5918.913086
	Iteration 9F: 3 clusters Score -1.891894e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -18923724.000000 Penalty: 5918.913086
	Iteration 10Q: 3 clusters Score -1.892372e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -18925668.000000 Penalty: 5918.913086
	Iteration 11Q: 3 clusters Score -1.892567e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -18926698.000000 Penalty: 5918.913086
	Iteration 12Q: 3 clusters Score -1.89267e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122195 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -18927458.000000 Penalty: 5918.913086
	Iteration 13Q: 3 clusters Score -1.892746e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124274 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -18928166.000000 Penalty: 5918.913086
	Iteration 14Q: 3 clusters Score -1.892817e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -18928872.000000 Penalty: 5918.913086
	Iteration 15Q: 3 clusters Score -1.892887e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128051 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -18929522.000000 Penalty: 5918.913086
	Iteration 16Q: 3 clusters Score -1.892952e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129949 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -18930116.000000 Penalty: 5918.913086
	Iteration 17Q: 3 clusters Score -1.893012e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -18930684.000000 Penalty: 5918.913086
	Iteration 18Q: 3 clusters Score -1.893068e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133492 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -18931198.000000 Penalty: 5918.913086
	Iteration 19Q: 3 clusters Score -1.89312e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135201 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -18931680.000000 Penalty: 5918.913086
	Iteration 20F: 3 clusters Score -1.893168e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136764 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -18932320.000000 Penalty: 5918.913086
	Iteration 21Q: 3 clusters Score -1.893232e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138140 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -18932780.000000 Penalty: 5918.913086
	Iteration 22Q: 3 clusters Score -1.893278e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139425 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -18933160.000000 Penalty: 5918.913086
	Iteration 23Q: 3 clusters Score -1.893316e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140659 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -18933516.000000 Penalty: 5918.913086
	Iteration 24Q: 3 clusters Score -1.893352e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141760 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -18933976.000000 Penalty: 5918.913086
	Iteration 25Q: 3 clusters Score -1.893398e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142761 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -18934298.000000 Penalty: 5918.913086
	Iteration 26Q: 3 clusters Score -1.89343e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -18934540.000000 Penalty: 5918.913086
	Iteration 27Q: 3 clusters Score -1.893454e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144483 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -18934800.000000 Penalty: 5918.913086
	Iteration 28Q: 3 clusters Score -1.89348e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145193 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -18935034.000000 Penalty: 5918.913086
	Iteration 29Q: 3 clusters Score -1.893503e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145801 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -18935192.000000 Penalty: 5918.913086
	Iteration 30Q: 3 clusters Score -1.893519e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -18935272.000000 Penalty: 5918.913086
	Iteration 31Q: 3 clusters Score -1.893527e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146748 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -18935370.000000 Penalty: 5918.913086
	Iteration 32Q: 3 clusters Score -1.893537e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147089 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -18935392.000000 Penalty: 5918.913086
	Iteration 33Q: 3 clusters Score -1.893539e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -18935450.000000 Penalty: 5918.913086
	Iteration 34Q: 3 clusters Score -1.893545e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -18935512.000000 Penalty: 5918.913086
	Iteration 35Q: 3 clusters Score -1.893551e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -18935556.000000 Penalty: 5918.913086
	Iteration 36Q: 3 clusters Score -1.893556e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148182 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -18935552.000000 Penalty: 5918.913086
	Iteration 37Q: 3 clusters Score -1.893555e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -18935612.000000 Penalty: 5918.913086
	Iteration 38Q: 3 clusters Score -1.893561e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -18935614.000000 Penalty: 5918.913086
	Iteration 39Q: 3 clusters Score -1.893561e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -18935624.000000 Penalty: 5918.913086
	Iteration 40F: 3 clusters Score -1.893562e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18935610.000000 Penalty: 5918.913086
	Iteration 41Q: 3 clusters Score -1.893561e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148854 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -18935672.000000 Penalty: 5918.913086
	Iteration 42Q: 3 clusters Score -1.893567e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18935698.000000 Penalty: 5918.913086
	Iteration 43Q: 3 clusters Score -1.89357e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -18935704.000000 Penalty: 5918.913086
	Iteration 44Q: 3 clusters Score -1.89357e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149095 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -18935702.000000 Penalty: 5918.913086
	Iteration 45Q: 3 clusters Score -1.89357e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -18935698.000000 Penalty: 5918.913086
	Iteration 46Q: 3 clusters Score -1.89357e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149216 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -18935724.000000 Penalty: 5918.913086
	Iteration 47Q: 3 clusters Score -1.893572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -18935726.000000 Penalty: 5918.913086
	Iteration 48Q: 3 clusters Score -1.893573e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -18935746.000000 Penalty: 5918.913086
	Iteration 49Q: 3 clusters Score -1.893575e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -18935734.000000 Penalty: 5918.913086
	Iteration 50Q: 3 clusters Score -1.893573e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149387 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -18935738.000000 Penalty: 5918.913086
	Iteration 51Q: 3 clusters Score -1.893574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149427 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -18935732.000000 Penalty: 5918.913086
	Iteration 52Q: 3 clusters Score -1.893573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149466 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -18935762.000000 Penalty: 5918.913086
	Iteration 53Q: 3 clusters Score -1.893576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149498 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -18935784.000000 Penalty: 5918.913086
	Iteration 54Q: 3 clusters Score -1.893578e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -18935798.000000 Penalty: 5918.913086
	Iteration 55Q: 3 clusters Score -1.89358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -18935836.000000 Penalty: 5918.913086
	Iteration 56Q: 3 clusters Score -1.893584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -18935828.000000 Penalty: 5918.913086
	Iteration 57Q: 3 clusters Score -1.893583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -18935810.000000 Penalty: 5918.913086
	Iteration 58Q: 3 clusters Score -1.893581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -18935824.000000 Penalty: 5918.913086
	Iteration 59Q: 3 clusters Score -1.893582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149598 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -18935828.000000 Penalty: 5918.913086
	Iteration 60F: 3 clusters Score -1.893583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149604 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -18935832.000000 Penalty: 5918.913086
	Iteration 61Q: 3 clusters Score -1.893583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149610 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -18935812.000000 Penalty: 5918.913086
	Iteration 62Q: 3 clusters Score -1.893581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -18935804.000000 Penalty: 5918.913086
	Iteration 63Q: 3 clusters Score -1.89358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149624 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -18935796.000000 Penalty: 5918.913086
	Iteration 64Q: 3 clusters Score -1.89358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149632 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -18935792.000000 Penalty: 5918.913086
	Iteration 65Q: 3 clusters Score -1.893579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -18935784.000000 Penalty: 5918.913086
	Iteration 66Q: 3 clusters Score -1.893578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -18935812.000000 Penalty: 5918.913086
	Iteration 67Q: 3 clusters Score -1.893581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149657 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -18935806.000000 Penalty: 5918.913086
	Iteration 68Q: 3 clusters Score -1.893581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -18935826.000000 Penalty: 5918.913086
	Iteration 69Q: 3 clusters Score -1.893583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -18935818.000000 Penalty: 5918.913086
	Iteration 70Q: 3 clusters Score -1.893582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -18935824.000000 Penalty: 5918.913086
	Iteration 71Q: 3 clusters Score -1.893582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149673 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -18935810.000000 Penalty: 5918.913086
	Iteration 72Q: 3 clusters Score -1.893581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -18935814.000000 Penalty: 5918.913086
	Iteration 73Q: 3 clusters Score -1.893581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149677 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18935820.000000 Penalty: 5918.913086
	Iteration 74Q: 3 clusters Score -1.893582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149681 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -18935826.000000 Penalty: 5918.913086
	Iteration 75Q: 3 clusters Score -1.893583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -18935808.000000 Penalty: 5918.913086
	Iteration 76Q: 3 clusters Score -1.893581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149683 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -18935808.000000 Penalty: 5918.913086
	Iteration 77F: 3 clusters Score -1.893581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Entering Unmasked Estep 
Score: -1625778.250000 Penalty: 2356.672363
	Iteration 0F: 2 clusters Score -1625778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1615868.375000 Penalty: 4713.344727
	Iteration 0F: 3 clusters Score -1615868 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1619175.000000 Penalty: 4713.344727
	Iteration 1F: 3 clusters Score -1619175 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1619700.500000 Penalty: 4713.344727
	Iteration 2F: 3 clusters Score -1619700 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1620201.875000 Penalty: 4713.344727
	Iteration 3F: 3 clusters Score -1620202 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1620755.375000 Penalty: 4713.344727
	Iteration 4F: 3 clusters Score -1620755 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1621387.750000 Penalty: 4713.344727
	Iteration 5F: 3 clusters Score -1621388 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1622123.750000 Penalty: 4713.344727
	Iteration 6F: 3 clusters Score -1622124 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1622856.875000 Penalty: 4713.344727
	Iteration 7F: 3 clusters Score -1622857 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1623466.000000 Penalty: 4713.344727
	Iteration 8F: 3 clusters Score -1623466 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1623916.125000 Penalty: 4713.344727
	Iteration 9Q: 3 clusters Score -1623916 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1624203.625000 Penalty: 4713.344727
	Iteration 10Q: 3 clusters Score -1624204 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1624348.500000 Penalty: 4713.344727
	Iteration 11Q: 3 clusters Score -1624348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1624429.500000 Penalty: 4713.344727
	Iteration 12Q: 3 clusters Score -1624430 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1624493.000000 Penalty: 4713.344727
	Iteration 13Q: 3 clusters Score -1624493 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1624532.375000 Penalty: 4713.344727
	Iteration 14Q: 3 clusters Score -1624532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1624556.000000 Penalty: 4713.344727
	Iteration 15Q: 3 clusters Score -1624556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1624572.875000 Penalty: 4713.344727
	Iteration 16Q: 3 clusters Score -1624573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1624585.500000 Penalty: 4713.344727
	Iteration 17Q: 3 clusters Score -1624586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1624598.250000 Penalty: 4713.344727
	Iteration 18Q: 3 clusters Score -1624598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1624607.625000 Penalty: 4713.344727
	Iteration 19Q: 3 clusters Score -1624608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1624617.625000 Penalty: 4713.344727
	Iteration 20F: 3 clusters Score -1624618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1624624.500000 Penalty: 4713.344727
	Iteration 21Q: 3 clusters Score -1624624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1624624.875000 Penalty: 4713.344727
	Iteration 22Q: 3 clusters Score -1624625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1624631.500000 Penalty: 4713.344727
	Iteration 23Q: 3 clusters Score -1624632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1624631.875000 Penalty: 4713.344727
	Iteration 24Q: 3 clusters Score -1624632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1624630.750000 Penalty: 4713.344727
	Iteration 25Q: 3 clusters Score -1624631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1624634.250000 Penalty: 4713.344727
	Iteration 26Q: 3 clusters Score -1624634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1624635.500000 Penalty: 4713.344727
	Iteration 27Q: 3 clusters Score -1624636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1624635.500000 Penalty: 4713.344727
	Iteration 28Q: 3 clusters Score -1624636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1624639.375000 Penalty: 4713.344727
	Iteration 29Q: 3 clusters Score -1624639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1624639.875000 Penalty: 4713.344727
	Iteration 30Q: 3 clusters Score -1624640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1624638.000000 Penalty: 4713.344727
	Iteration 31Q: 3 clusters Score -1624638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1624640.750000 Penalty: 4713.344727
	Iteration 32Q: 3 clusters Score -1624641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1624649.625000 Penalty: 4713.344727
	Iteration 33Q: 3 clusters Score -1624650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1624660.625000 Penalty: 4713.344727
	Iteration 34Q: 3 clusters Score -1624661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1624675.250000 Penalty: 4713.344727
	Iteration 35Q: 3 clusters Score -1624675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1624688.125000 Penalty: 4713.344727
	Iteration 36Q: 3 clusters Score -1624688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1624697.000000 Penalty: 4713.344727
	Iteration 37Q: 3 clusters Score -1624697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1624697.375000 Penalty: 4713.344727
	Iteration 38Q: 3 clusters Score -1624697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1624698.375000 Penalty: 4713.344727
	Iteration 39Q: 3 clusters Score -1624698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1624702.875000 Penalty: 4713.344727
	Iteration 40F: 3 clusters Score -1624703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1624705.750000 Penalty: 4713.344727
	Iteration 41Q: 3 clusters Score -1624706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1624709.000000 Penalty: 4713.344727
	Iteration 42Q: 3 clusters Score -1624709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1624710.250000 Penalty: 4713.344727
	Iteration 43Q: 3 clusters Score -1624710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1624716.875000 Penalty: 4713.344727
	Iteration 44Q: 3 clusters Score -1624717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1624715.625000 Penalty: 4713.344727
	Iteration 45Q: 3 clusters Score -1624716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1624715.625000 Penalty: 4713.344727
	Iteration 46F: 3 clusters Score -1624716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (134678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134678 members 
Entering Unmasked Estep 
Score: -16565987.000000 Penalty: 2929.039307
	Iteration 0F: 2 clusters Score -1.656599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 67260 members 
Entering Unmasked Estep 
Score: -16476161.000000 Penalty: 5858.078613
	Iteration 0F: 3 clusters Score -1.647616e+07 nChanged 63762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -16513755.000000 Penalty: 5858.078613
	Iteration 1F: 3 clusters Score -1.651376e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -16514982.000000 Penalty: 5858.078613
	Iteration 2Q: 3 clusters Score -1.651498e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -16516266.000000 Penalty: 5858.078613
	Iteration 3Q: 3 clusters Score -1.651627e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -16517896.000000 Penalty: 5858.078613
	Iteration 4Q: 3 clusters Score -1.65179e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -16519999.000000 Penalty: 5858.078613
	Iteration 5Q: 3 clusters Score -1.652e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -16522832.000000 Penalty: 5858.078613
	Iteration 6Q: 3 clusters Score -1.652283e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -16526207.000000 Penalty: 5858.078613
	Iteration 7Q: 3 clusters Score -1.652621e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -16530805.000000 Penalty: 5858.078613
	Iteration 8F: 3 clusters Score -1.65308e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -16536137.000000 Penalty: 5858.078613
	Iteration 9F: 3 clusters Score -1.653614e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -16540752.000000 Penalty: 5858.078613
	Iteration 10F: 3 clusters Score -1.654075e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -16543532.000000 Penalty: 5858.078613
	Iteration 11Q: 3 clusters Score -1.654353e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -16544936.000000 Penalty: 5858.078613
	Iteration 12Q: 3 clusters Score -1.654494e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -16545526.000000 Penalty: 5858.078613
	Iteration 13Q: 3 clusters Score -1.654553e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -16545888.000000 Penalty: 5858.078613
	Iteration 14Q: 3 clusters Score -1.654589e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80806 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -16546179.000000 Penalty: 5858.078613
	Iteration 15Q: 3 clusters Score -1.654618e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -16546458.000000 Penalty: 5858.078613
	Iteration 16Q: 3 clusters Score -1.654646e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -16546775.000000 Penalty: 5858.078613
	Iteration 17Q: 3 clusters Score -1.654678e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -16547069.000000 Penalty: 5858.078613
	Iteration 18Q: 3 clusters Score -1.654707e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -16547342.000000 Penalty: 5858.078613
	Iteration 19Q: 3 clusters Score -1.654734e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -16547538.000000 Penalty: 5858.078613
	Iteration 20F: 3 clusters Score -1.654754e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -16547806.000000 Penalty: 5858.078613
	Iteration 21Q: 3 clusters Score -1.654781e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -16547931.000000 Penalty: 5858.078613
	Iteration 22Q: 3 clusters Score -1.654793e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -16548068.000000 Penalty: 5858.078613
	Iteration 23Q: 3 clusters Score -1.654807e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -16548187.000000 Penalty: 5858.078613
	Iteration 24Q: 3 clusters Score -1.654819e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -16548291.000000 Penalty: 5858.078613
	Iteration 25Q: 3 clusters Score -1.654829e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -16548505.000000 Penalty: 5858.078613
	Iteration 26Q: 3 clusters Score -1.65485e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -16548679.000000 Penalty: 5858.078613
	Iteration 27Q: 3 clusters Score -1.654868e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -16548876.000000 Penalty: 5858.078613
	Iteration 28Q: 3 clusters Score -1.654888e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -16548999.000000 Penalty: 5858.078613
	Iteration 29Q: 3 clusters Score -1.6549e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85302 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -16549092.000000 Penalty: 5858.078613
	Iteration 30Q: 3 clusters Score -1.654909e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -16549128.000000 Penalty: 5858.078613
	Iteration 31Q: 3 clusters Score -1.654913e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -16549225.000000 Penalty: 5858.078613
	Iteration 32Q: 3 clusters Score -1.654922e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -16549312.000000 Penalty: 5858.078613
	Iteration 33Q: 3 clusters Score -1.654931e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -16549387.000000 Penalty: 5858.078613
	Iteration 34Q: 3 clusters Score -1.654939e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -16549534.000000 Penalty: 5858.078613
	Iteration 35Q: 3 clusters Score -1.654953e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -16549653.000000 Penalty: 5858.078613
	Iteration 36Q: 3 clusters Score -1.654965e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -16549753.000000 Penalty: 5858.078613
	Iteration 37Q: 3 clusters Score -1.654975e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -16549865.000000 Penalty: 5858.078613
	Iteration 38Q: 3 clusters Score -1.654986e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -16550036.000000 Penalty: 5858.078613
	Iteration 39Q: 3 clusters Score -1.655004e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91755 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -16550165.000000 Penalty: 5858.078613
	Iteration 40F: 3 clusters Score -1.655016e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92653 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -16550337.000000 Penalty: 5858.078613
	Iteration 41Q: 3 clusters Score -1.655034e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -16550446.000000 Penalty: 5858.078613
	Iteration 42Q: 3 clusters Score -1.655045e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94670 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -16550619.000000 Penalty: 5858.078613
	Iteration 43Q: 3 clusters Score -1.655062e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -16550747.000000 Penalty: 5858.078613
	Iteration 44Q: 3 clusters Score -1.655075e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -16550922.000000 Penalty: 5858.078613
	Iteration 45Q: 3 clusters Score -1.655092e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -16551065.000000 Penalty: 5858.078613
	Iteration 46Q: 3 clusters Score -1.655106e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -16551323.000000 Penalty: 5858.078613
	Iteration 47Q: 3 clusters Score -1.655132e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -16551556.000000 Penalty: 5858.078613
	Iteration 48Q: 3 clusters Score -1.655156e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -16551790.000000 Penalty: 5858.078613
	Iteration 49Q: 3 clusters Score -1.655179e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -16552135.000000 Penalty: 5858.078613
	Iteration 50Q: 3 clusters Score -1.655214e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104906 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -16552519.000000 Penalty: 5858.078613
	Iteration 51Q: 3 clusters Score -1.655252e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -16552920.000000 Penalty: 5858.078613
	Iteration 52Q: 3 clusters Score -1.655292e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -16553458.000000 Penalty: 5858.078613
	Iteration 53Q: 3 clusters Score -1.655346e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -16554032.000000 Penalty: 5858.078613
	Iteration 54Q: 3 clusters Score -1.655403e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -16554682.000000 Penalty: 5858.078613
	Iteration 55Q: 3 clusters Score -1.655468e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114279 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -16555416.000000 Penalty: 5858.078613
	Iteration 56Q: 3 clusters Score -1.655542e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116394 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -16556226.000000 Penalty: 5858.078613
	Iteration 57Q: 3 clusters Score -1.655623e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118514 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -16557065.000000 Penalty: 5858.078613
	Iteration 58Q: 3 clusters Score -1.655706e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120599 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -16557917.000000 Penalty: 5858.078613
	Iteration 59Q: 3 clusters Score -1.655792e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122599 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -16558671.000000 Penalty: 5858.078613
	Iteration 60F: 3 clusters Score -1.655867e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -16559478.000000 Penalty: 5858.078613
	Iteration 61Q: 3 clusters Score -1.655948e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126123 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -16560190.000000 Penalty: 5858.078613
	Iteration 62Q: 3 clusters Score -1.656019e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127598 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -16560930.000000 Penalty: 5858.078613
	Iteration 63Q: 3 clusters Score -1.656093e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -16561470.000000 Penalty: 5858.078613
	Iteration 64Q: 3 clusters Score -1.656147e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -16562050.000000 Penalty: 5858.078613
	Iteration 65Q: 3 clusters Score -1.656205e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -16562453.000000 Penalty: 5858.078613
	Iteration 66Q: 3 clusters Score -1.656245e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131390 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -16562677.000000 Penalty: 5858.078613
	Iteration 67Q: 3 clusters Score -1.656268e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -16562835.000000 Penalty: 5858.078613
	Iteration 68Q: 3 clusters Score -1.656284e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132231 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -16562973.000000 Penalty: 5858.078613
	Iteration 69Q: 3 clusters Score -1.656297e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -16563118.000000 Penalty: 5858.078613
	Iteration 70Q: 3 clusters Score -1.656312e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132684 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -16563174.000000 Penalty: 5858.078613
	Iteration 71Q: 3 clusters Score -1.656317e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132817 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16563239.000000 Penalty: 5858.078613
	Iteration 72Q: 3 clusters Score -1.656324e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -16563268.000000 Penalty: 5858.078613
	Iteration 73Q: 3 clusters Score -1.656327e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -16563326.000000 Penalty: 5858.078613
	Iteration 74Q: 3 clusters Score -1.656333e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133090 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16563353.000000 Penalty: 5858.078613
	Iteration 75Q: 3 clusters Score -1.656335e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16563370.000000 Penalty: 5858.078613
	Iteration 76Q: 3 clusters Score -1.656337e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133212 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -16563384.000000 Penalty: 5858.078613
	Iteration 77Q: 3 clusters Score -1.656338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133255 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -16563393.000000 Penalty: 5858.078613
	Iteration 78Q: 3 clusters Score -1.656339e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133300 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16563430.000000 Penalty: 5858.078613
	Iteration 79Q: 3 clusters Score -1.656343e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133337 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -16563436.000000 Penalty: 5858.078613
	Iteration 80F: 3 clusters Score -1.656344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -16563465.000000 Penalty: 5858.078613
	Iteration 81Q: 3 clusters Score -1.656346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133386 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -16563468.000000 Penalty: 5858.078613
	Iteration 82Q: 3 clusters Score -1.656347e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133410 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16563474.000000 Penalty: 5858.078613
	Iteration 83Q: 3 clusters Score -1.656347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133434 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -16563480.000000 Penalty: 5858.078613
	Iteration 84Q: 3 clusters Score -1.656348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133453 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -16563503.000000 Penalty: 5858.078613
	Iteration 85Q: 3 clusters Score -1.65635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133469 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -16563502.000000 Penalty: 5858.078613
	Iteration 86Q: 3 clusters Score -1.65635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16563503.000000 Penalty: 5858.078613
	Iteration 87Q: 3 clusters Score -1.65635e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133493 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -16563517.000000 Penalty: 5858.078613
	Iteration 88Q: 3 clusters Score -1.656352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16563531.000000 Penalty: 5858.078613
	Iteration 89Q: 3 clusters Score -1.656353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133527 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16563531.000000 Penalty: 5858.078613
	Iteration 90Q: 3 clusters Score -1.656353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133542 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -16563552.000000 Penalty: 5858.078613
	Iteration 91Q: 3 clusters Score -1.656355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133557 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -16563541.000000 Penalty: 5858.078613
	Iteration 92Q: 3 clusters Score -1.656354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -16563545.000000 Penalty: 5858.078613
	Iteration 93Q: 3 clusters Score -1.656354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133582 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -16563567.000000 Penalty: 5858.078613
	Iteration 94Q: 3 clusters Score -1.656357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133592 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -16563571.000000 Penalty: 5858.078613
	Iteration 95Q: 3 clusters Score -1.656357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133599 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -16563567.000000 Penalty: 5858.078613
	Iteration 96Q: 3 clusters Score -1.656357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133610 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -16563564.000000 Penalty: 5858.078613
	Iteration 97Q: 3 clusters Score -1.656356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133620 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -16563586.000000 Penalty: 5858.078613
	Iteration 98Q: 3 clusters Score -1.656359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133629 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16563586.000000 Penalty: 5858.078613
	Iteration 99Q: 3 clusters Score -1.656359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133634 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -16563593.000000 Penalty: 5858.078613
	Iteration 100F: 3 clusters Score -1.656359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133643 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -16563588.000000 Penalty: 5858.078613
	Iteration 101Q: 3 clusters Score -1.656359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133655 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16563594.000000 Penalty: 5858.078613
	Iteration 102Q: 3 clusters Score -1.656359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133665 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -16563611.000000 Penalty: 5858.078613
	Iteration 103Q: 3 clusters Score -1.656361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133675 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16563609.000000 Penalty: 5858.078613
	Iteration 104Q: 3 clusters Score -1.656361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -16563610.000000 Penalty: 5858.078613
	Iteration 105Q: 3 clusters Score -1.656361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133688 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16563615.000000 Penalty: 5858.078613
	Iteration 106Q: 3 clusters Score -1.656362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133695 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16563624.000000 Penalty: 5858.078613
	Iteration 107Q: 3 clusters Score -1.656362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16563628.000000 Penalty: 5858.078613
	Iteration 108Q: 3 clusters Score -1.656363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16563628.000000 Penalty: 5858.078613
	Iteration 109F: 3 clusters Score -1.656363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Entering Unmasked Estep 
Score: -2654461.500000 Penalty: 2490.984619
	Iteration 0F: 2 clusters Score -2654462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2638419.250000 Penalty: 4981.969238
	Iteration 0F: 3 clusters Score -2638419 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2644706.750000 Penalty: 4981.969238
	Iteration 1F: 3 clusters Score -2644707 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2646122.750000 Penalty: 4981.969238
	Iteration 2F: 3 clusters Score -2646123 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2647695.000000 Penalty: 4981.969238
	Iteration 3F: 3 clusters Score -2647695 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2649430.500000 Penalty: 4981.969238
	Iteration 4F: 3 clusters Score -2649430 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2651119.250000 Penalty: 4981.969238
	Iteration 5F: 3 clusters Score -2651119 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2652480.250000 Penalty: 4981.969238
	Iteration 6F: 3 clusters Score -2652480 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2653403.750000 Penalty: 4981.969238
	Iteration 7F: 3 clusters Score -2653404 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2653986.750000 Penalty: 4981.969238
	Iteration 8Q: 3 clusters Score -2653987 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2654446.000000 Penalty: 4981.969238
	Iteration 9Q: 3 clusters Score -2654446 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2654829.750000 Penalty: 4981.969238
	Iteration 10Q: 3 clusters Score -2654830 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2655117.000000 Penalty: 4981.969238
	Iteration 11Q: 3 clusters Score -2655117 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2655366.000000 Penalty: 4981.969238
	Iteration 12Q: 3 clusters Score -2655366 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2655544.750000 Penalty: 4981.969238
	Iteration 13Q: 3 clusters Score -2655545 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2655700.000000 Penalty: 4981.969238
	Iteration 14Q: 3 clusters Score -2655700 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2655822.500000 Penalty: 4981.969238
	Iteration 15Q: 3 clusters Score -2655822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2655933.500000 Penalty: 4981.969238
	Iteration 16Q: 3 clusters Score -2655934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2656016.500000 Penalty: 4981.969238
	Iteration 17Q: 3 clusters Score -2656016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2656096.250000 Penalty: 4981.969238
	Iteration 18Q: 3 clusters Score -2656096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2656148.750000 Penalty: 4981.969238
	Iteration 19Q: 3 clusters Score -2656149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2656254.750000 Penalty: 4981.969238
	Iteration 20F: 3 clusters Score -2656255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2656355.250000 Penalty: 4981.969238
	Iteration 21Q: 3 clusters Score -2656355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2656471.000000 Penalty: 4981.969238
	Iteration 22Q: 3 clusters Score -2656471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2656543.500000 Penalty: 4981.969238
	Iteration 23Q: 3 clusters Score -2656544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2656567.500000 Penalty: 4981.969238
	Iteration 24Q: 3 clusters Score -2656568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2656579.250000 Penalty: 4981.969238
	Iteration 25Q: 3 clusters Score -2656579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2656584.250000 Penalty: 4981.969238
	Iteration 26Q: 3 clusters Score -2656584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2656586.250000 Penalty: 4981.969238
	Iteration 27Q: 3 clusters Score -2656586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2656586.750000 Penalty: 4981.969238
	Iteration 28Q: 3 clusters Score -2656587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2656587.500000 Penalty: 4981.969238
	Iteration 29Q: 3 clusters Score -2656588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2656593.250000 Penalty: 4981.969238
	Iteration 30Q: 3 clusters Score -2656593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2656590.750000 Penalty: 4981.969238
	Iteration 31Q: 3 clusters Score -2656591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2656588.000000 Penalty: 4981.969238
	Iteration 32Q: 3 clusters Score -2656588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2656588.000000 Penalty: 4981.969238
	Iteration 33F: 3 clusters Score -2656588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 65283 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181802 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 166364 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 97078 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62160 members 
Mstep: Class 13 contains 65146 members 
Mstep: Class 14 contains 167811 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152252 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 21958 members 
Mstep: Class 22 contains 175324 members 
Mstep: Class 23 contains 128604 members 
Mstep: Class 24 contains 1066 members 
Entering Unmasked Estep 
Score: -194672480.000000 Penalty: 85071.390625
Splitting cluster 21 changes total score from -194666800.000000 to -194672480.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (175324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175324 members 
Entering Unmasked Estep 
Score: -21410908.000000 Penalty: 2994.448975
	Iteration 0F: 2 clusters Score -2.141091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -21294522.000000 Penalty: 5988.897949
	Iteration 0F: 3 clusters Score -2.129452e+07 nChanged 84248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85197 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -21344142.000000 Penalty: 5988.897949
	Iteration 1F: 3 clusters Score -2.134414e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -21345258.000000 Penalty: 5988.897949
	Iteration 2Q: 3 clusters Score -2.134526e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 95038 members 
Entering Unmasked Estep 
Score: -21347064.000000 Penalty: 5988.897949
	Iteration 3Q: 3 clusters Score -2.134706e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -21349926.000000 Penalty: 5988.897949
	Iteration 4Q: 3 clusters Score -2.134993e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -21355056.000000 Penalty: 5988.897949
	Iteration 5F: 3 clusters Score -2.135506e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 116833 members 
Entering Unmasked Estep 
Score: -21364372.000000 Penalty: 5988.897949
	Iteration 6F: 3 clusters Score -2.136437e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 128621 members 
Entering Unmasked Estep 
Score: -21377674.000000 Penalty: 5988.897949
	Iteration 7F: 3 clusters Score -2.137767e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 138834 members 
Entering Unmasked Estep 
Score: -21391686.000000 Penalty: 5988.897949
	Iteration 8F: 3 clusters Score -2.139169e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 144423 members 
Entering Unmasked Estep 
Score: -21401608.000000 Penalty: 5988.897949
	Iteration 9F: 3 clusters Score -2.140161e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 146882 members 
Entering Unmasked Estep 
Score: -21406318.000000 Penalty: 5988.897949
	Iteration 10Q: 3 clusters Score -2.140632e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 148346 members 
Entering Unmasked Estep 
Score: -21408256.000000 Penalty: 5988.897949
	Iteration 11Q: 3 clusters Score -2.140826e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -21409486.000000 Penalty: 5988.897949
	Iteration 12Q: 3 clusters Score -2.140949e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -21410196.000000 Penalty: 5988.897949
	Iteration 13Q: 3 clusters Score -2.14102e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -21410678.000000 Penalty: 5988.897949
	Iteration 14Q: 3 clusters Score -2.141068e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -21410802.000000 Penalty: 5988.897949
	Iteration 15Q: 3 clusters Score -2.14108e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -21411024.000000 Penalty: 5988.897949
	Iteration 16Q: 3 clusters Score -2.141102e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 152380 members 
Entering Unmasked Estep 
Score: -21411248.000000 Penalty: 5988.897949
	Iteration 17Q: 3 clusters Score -2.141125e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -21411288.000000 Penalty: 5988.897949
	Iteration 18Q: 3 clusters Score -2.141129e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 153311 members 
Entering Unmasked Estep 
Score: -21411364.000000 Penalty: 5988.897949
	Iteration 19Q: 3 clusters Score -2.141136e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -21411444.000000 Penalty: 5988.897949
	Iteration 20F: 3 clusters Score -2.141144e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -21411456.000000 Penalty: 5988.897949
	Iteration 21Q: 3 clusters Score -2.141146e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 154565 members 
Entering Unmasked Estep 
Score: -21411468.000000 Penalty: 5988.897949
	Iteration 22Q: 3 clusters Score -2.141147e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -21411484.000000 Penalty: 5988.897949
	Iteration 23Q: 3 clusters Score -2.141148e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 155270 members 
Entering Unmasked Estep 
Score: -21411472.000000 Penalty: 5988.897949
	Iteration 24Q: 3 clusters Score -2.141147e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 155596 members 
Entering Unmasked Estep 
Score: -21411488.000000 Penalty: 5988.897949
	Iteration 25Q: 3 clusters Score -2.141149e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 155918 members 
Entering Unmasked Estep 
Score: -21411432.000000 Penalty: 5988.897949
	Iteration 26Q: 3 clusters Score -2.141143e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 156237 members 
Entering Unmasked Estep 
Score: -21411420.000000 Penalty: 5988.897949
	Iteration 27Q: 3 clusters Score -2.141142e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 156549 members 
Entering Unmasked Estep 
Score: -21411416.000000 Penalty: 5988.897949
	Iteration 28Q: 3 clusters Score -2.141142e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -21411402.000000 Penalty: 5988.897949
	Iteration 29Q: 3 clusters Score -2.14114e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -21411414.000000 Penalty: 5988.897949
	Iteration 30Q: 3 clusters Score -2.141141e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -21411430.000000 Penalty: 5988.897949
	Iteration 31Q: 3 clusters Score -2.141143e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -21411398.000000 Penalty: 5988.897949
	Iteration 32Q: 3 clusters Score -2.14114e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -21411402.000000 Penalty: 5988.897949
	Iteration 33Q: 3 clusters Score -2.14114e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 158247 members 
Entering Unmasked Estep 
Score: -21411432.000000 Penalty: 5988.897949
	Iteration 34Q: 3 clusters Score -2.141143e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 158507 members 
Entering Unmasked Estep 
Score: -21411428.000000 Penalty: 5988.897949
	Iteration 35Q: 3 clusters Score -2.141143e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -21411404.000000 Penalty: 5988.897949
	Iteration 36Q: 3 clusters Score -2.14114e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -21411382.000000 Penalty: 5988.897949
	Iteration 37Q: 3 clusters Score -2.141138e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -21411406.000000 Penalty: 5988.897949
	Iteration 38Q: 3 clusters Score -2.141141e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -21411388.000000 Penalty: 5988.897949
	Iteration 39Q: 3 clusters Score -2.141139e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -21411412.000000 Penalty: 5988.897949
	Iteration 40F: 3 clusters Score -2.141141e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -21411438.000000 Penalty: 5988.897949
	Iteration 41Q: 3 clusters Score -2.141144e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 160026 members 
Entering Unmasked Estep 
Score: -21411484.000000 Penalty: 5988.897949
	Iteration 42Q: 3 clusters Score -2.141148e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -21411480.000000 Penalty: 5988.897949
	Iteration 43Q: 3 clusters Score -2.141148e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 160412 members 
Entering Unmasked Estep 
Score: -21411458.000000 Penalty: 5988.897949
	Iteration 44Q: 3 clusters Score -2.141146e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -21411532.000000 Penalty: 5988.897949
	Iteration 45Q: 3 clusters Score -2.141153e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -21411512.000000 Penalty: 5988.897949
	Iteration 46Q: 3 clusters Score -2.141151e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 161002 members 
Entering Unmasked Estep 
Score: -21411516.000000 Penalty: 5988.897949
	Iteration 47Q: 3 clusters Score -2.141152e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -21411476.000000 Penalty: 5988.897949
	Iteration 48Q: 3 clusters Score -2.141148e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 161324 members 
Entering Unmasked Estep 
Score: -21411444.000000 Penalty: 5988.897949
	Iteration 49Q: 3 clusters Score -2.141144e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 161460 members 
Entering Unmasked Estep 
Score: -21411416.000000 Penalty: 5988.897949
	Iteration 50Q: 3 clusters Score -2.141142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 161596 members 
Entering Unmasked Estep 
Score: -21411384.000000 Penalty: 5988.897949
	Iteration 51Q: 3 clusters Score -2.141138e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -21411408.000000 Penalty: 5988.897949
	Iteration 52Q: 3 clusters Score -2.141141e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -21411452.000000 Penalty: 5988.897949
	Iteration 53Q: 3 clusters Score -2.141145e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -21411392.000000 Penalty: 5988.897949
	Iteration 54Q: 3 clusters Score -2.141139e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 162121 members 
Entering Unmasked Estep 
Score: -21411412.000000 Penalty: 5988.897949
	Iteration 55Q: 3 clusters Score -2.141141e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 162241 members 
Entering Unmasked Estep 
Score: -21411380.000000 Penalty: 5988.897949
	Iteration 56Q: 3 clusters Score -2.141138e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -21411370.000000 Penalty: 5988.897949
	Iteration 57Q: 3 clusters Score -2.141137e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 162430 members 
Entering Unmasked Estep 
Score: -21411416.000000 Penalty: 5988.897949
	Iteration 58Q: 3 clusters Score -2.141142e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 162521 members 
Entering Unmasked Estep 
Score: -21411386.000000 Penalty: 5988.897949
	Iteration 59Q: 3 clusters Score -2.141139e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 162608 members 
Entering Unmasked Estep 
Score: -21411366.000000 Penalty: 5988.897949
	Iteration 60F: 3 clusters Score -2.141137e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 162679 members 
Entering Unmasked Estep 
Score: -21411410.000000 Penalty: 5988.897949
	Iteration 61Q: 3 clusters Score -2.141141e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 162755 members 
Entering Unmasked Estep 
Score: -21411388.000000 Penalty: 5988.897949
	Iteration 62Q: 3 clusters Score -2.141139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -21411392.000000 Penalty: 5988.897949
	Iteration 63Q: 3 clusters Score -2.141139e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -21411380.000000 Penalty: 5988.897949
	Iteration 64Q: 3 clusters Score -2.141138e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 162988 members 
Entering Unmasked Estep 
Score: -21411364.000000 Penalty: 5988.897949
	Iteration 65Q: 3 clusters Score -2.141136e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 163054 members 
Entering Unmasked Estep 
Score: -21411394.000000 Penalty: 5988.897949
	Iteration 66Q: 3 clusters Score -2.141139e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -21411418.000000 Penalty: 5988.897949
	Iteration 67Q: 3 clusters Score -2.141142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 163158 members 
Entering Unmasked Estep 
Score: -21411438.000000 Penalty: 5988.897949
	Iteration 68Q: 3 clusters Score -2.141144e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -21411416.000000 Penalty: 5988.897949
	Iteration 69Q: 3 clusters Score -2.141142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -21411436.000000 Penalty: 5988.897949
	Iteration 70Q: 3 clusters Score -2.141144e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 163286 members 
Entering Unmasked Estep 
Score: -21411418.000000 Penalty: 5988.897949
	Iteration 71Q: 3 clusters Score -2.141142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -21411422.000000 Penalty: 5988.897949
	Iteration 72Q: 3 clusters Score -2.141142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -21411412.000000 Penalty: 5988.897949
	Iteration 73Q: 3 clusters Score -2.141141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -21411438.000000 Penalty: 5988.897949
	Iteration 74Q: 3 clusters Score -2.141144e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -21411456.000000 Penalty: 5988.897949
	Iteration 75Q: 3 clusters Score -2.141146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -21411454.000000 Penalty: 5988.897949
	Iteration 76Q: 3 clusters Score -2.141145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 163488 members 
Entering Unmasked Estep 
Score: -21411434.000000 Penalty: 5988.897949
	Iteration 77Q: 3 clusters Score -2.141143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -21411470.000000 Penalty: 5988.897949
	Iteration 78Q: 3 clusters Score -2.141147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 163556 members 
Entering Unmasked Estep 
Score: -21411462.000000 Penalty: 5988.897949
	Iteration 79Q: 3 clusters Score -2.141146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -21411472.000000 Penalty: 5988.897949
	Iteration 80F: 3 clusters Score -2.141147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 163642 members 
Entering Unmasked Estep 
Score: -21411472.000000 Penalty: 5988.897949
	Iteration 81Q: 3 clusters Score -2.141147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -21411474.000000 Penalty: 5988.897949
	Iteration 82Q: 3 clusters Score -2.141147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -21411486.000000 Penalty: 5988.897949
	Iteration 83Q: 3 clusters Score -2.141149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -21411450.000000 Penalty: 5988.897949
	Iteration 84Q: 3 clusters Score -2.141145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 163743 members 
Entering Unmasked Estep 
Score: -21411432.000000 Penalty: 5988.897949
	Iteration 85Q: 3 clusters Score -2.141143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -21411418.000000 Penalty: 5988.897949
	Iteration 86Q: 3 clusters Score -2.141142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 163782 members 
Entering Unmasked Estep 
Score: -21411416.000000 Penalty: 5988.897949
	Iteration 87Q: 3 clusters Score -2.141142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -21411430.000000 Penalty: 5988.897949
	Iteration 88Q: 3 clusters Score -2.141143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 163817 members 
Entering Unmasked Estep 
Score: -21411438.000000 Penalty: 5988.897949
	Iteration 89Q: 3 clusters Score -2.141144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -21411432.000000 Penalty: 5988.897949
	Iteration 90Q: 3 clusters Score -2.141143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -21411436.000000 Penalty: 5988.897949
	Iteration 91Q: 3 clusters Score -2.141144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -21411420.000000 Penalty: 5988.897949
	Iteration 92Q: 3 clusters Score -2.141142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -21411438.000000 Penalty: 5988.897949
	Iteration 93Q: 3 clusters Score -2.141144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -21411442.000000 Penalty: 5988.897949
	Iteration 94Q: 3 clusters Score -2.141144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 163906 members 
Entering Unmasked Estep 
Score: -21411410.000000 Penalty: 5988.897949
	Iteration 95Q: 3 clusters Score -2.141141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -21411414.000000 Penalty: 5988.897949
	Iteration 96Q: 3 clusters Score -2.141141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -21411420.000000 Penalty: 5988.897949
	Iteration 97Q: 3 clusters Score -2.141142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -21411404.000000 Penalty: 5988.897949
	Iteration 98Q: 3 clusters Score -2.14114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 163969 members 
Entering Unmasked Estep 
Score: -21411394.000000 Penalty: 5988.897949
	Iteration 99Q: 3 clusters Score -2.141139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -21411386.000000 Penalty: 5988.897949
	Iteration 100F: 3 clusters Score -2.141139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -21411404.000000 Penalty: 5988.897949
	Iteration 101Q: 3 clusters Score -2.14114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -21411410.000000 Penalty: 5988.897949
	Iteration 102Q: 3 clusters Score -2.141141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -21411422.000000 Penalty: 5988.897949
	Iteration 103Q: 3 clusters Score -2.141142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -21411404.000000 Penalty: 5988.897949
	Iteration 104Q: 3 clusters Score -2.14114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -21411398.000000 Penalty: 5988.897949
	Iteration 105Q: 3 clusters Score -2.14114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 164064 members 
Entering Unmasked Estep 
Score: -21411410.000000 Penalty: 5988.897949
	Iteration 106Q: 3 clusters Score -2.141141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -21411424.000000 Penalty: 5988.897949
	Iteration 107Q: 3 clusters Score -2.141142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 164071 members 
Entering Unmasked Estep 
Score: -21411404.000000 Penalty: 5988.897949
	Iteration 108Q: 3 clusters Score -2.14114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -21411400.000000 Penalty: 5988.897949
	Iteration 109Q: 3 clusters Score -2.14114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -21411404.000000 Penalty: 5988.897949
	Iteration 110Q: 3 clusters Score -2.14114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 164075 members 
Entering Unmasked Estep 
Score: -21411400.000000 Penalty: 5988.897949
	Iteration 111Q: 3 clusters Score -2.14114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 164075 members 
Entering Unmasked Estep 
Score: -21411400.000000 Penalty: 5988.897949
	Iteration 112F: 3 clusters Score -2.14114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 65283 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181802 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 166364 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 97078 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62160 members 
Mstep: Class 13 contains 65146 members 
Mstep: Class 14 contains 167811 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152252 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 21958 members 
Mstep: Class 22 contains 11249 members 
Mstep: Class 23 contains 128604 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 164075 members 
Entering Unmasked Estep 
Score: -194673440.000000 Penalty: 88616.031250
Splitting cluster 22 changes total score from -194666800.000000 to -194673440.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (128604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128604 members 
Entering Unmasked Estep 
Score: -15795186.000000 Penalty: 2917.594238
	Iteration 0F: 2 clusters Score -1.579519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -15709718.000000 Penalty: 5835.188477
	Iteration 0F: 3 clusters Score -1.570972e+07 nChanged 61330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69720 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -15745820.000000 Penalty: 5835.188477
	Iteration 1F: 3 clusters Score -1.574582e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -15747978.000000 Penalty: 5835.188477
	Iteration 2Q: 3 clusters Score -1.574798e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -15751420.000000 Penalty: 5835.188477
	Iteration 3F: 3 clusters Score -1.575142e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84927 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -15757330.000000 Penalty: 5835.188477
	Iteration 4F: 3 clusters Score -1.575733e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -15766361.000000 Penalty: 5835.188477
	Iteration 5F: 3 clusters Score -1.576636e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -15777100.000000 Penalty: 5835.188477
	Iteration 6F: 3 clusters Score -1.57771e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -15785865.000000 Penalty: 5835.188477
	Iteration 7F: 3 clusters Score -1.578586e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -15790005.000000 Penalty: 5835.188477
	Iteration 8Q: 3 clusters Score -1.579e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -15791257.000000 Penalty: 5835.188477
	Iteration 9Q: 3 clusters Score -1.579126e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -15791755.000000 Penalty: 5835.188477
	Iteration 10Q: 3 clusters Score -1.579176e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -15792029.000000 Penalty: 5835.188477
	Iteration 11Q: 3 clusters Score -1.579203e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -15792225.000000 Penalty: 5835.188477
	Iteration 12Q: 3 clusters Score -1.579222e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -15792387.000000 Penalty: 5835.188477
	Iteration 13Q: 3 clusters Score -1.579239e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -15792538.000000 Penalty: 5835.188477
	Iteration 14Q: 3 clusters Score -1.579254e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -15792660.000000 Penalty: 5835.188477
	Iteration 15Q: 3 clusters Score -1.579266e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -15792729.000000 Penalty: 5835.188477
	Iteration 16Q: 3 clusters Score -1.579273e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -15792834.000000 Penalty: 5835.188477
	Iteration 17Q: 3 clusters Score -1.579283e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -15792871.000000 Penalty: 5835.188477
	Iteration 18Q: 3 clusters Score -1.579287e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -15792903.000000 Penalty: 5835.188477
	Iteration 19Q: 3 clusters Score -1.57929e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -15792955.000000 Penalty: 5835.188477
	Iteration 20F: 3 clusters Score -1.579296e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117437 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -15792999.000000 Penalty: 5835.188477
	Iteration 21Q: 3 clusters Score -1.5793e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -15793062.000000 Penalty: 5835.188477
	Iteration 22Q: 3 clusters Score -1.579306e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -15793088.000000 Penalty: 5835.188477
	Iteration 23Q: 3 clusters Score -1.579309e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -15793109.000000 Penalty: 5835.188477
	Iteration 24Q: 3 clusters Score -1.579311e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -15793162.000000 Penalty: 5835.188477
	Iteration 25Q: 3 clusters Score -1.579316e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -15793243.000000 Penalty: 5835.188477
	Iteration 26Q: 3 clusters Score -1.579324e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -15793272.000000 Penalty: 5835.188477
	Iteration 27Q: 3 clusters Score -1.579327e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -15793304.000000 Penalty: 5835.188477
	Iteration 28Q: 3 clusters Score -1.57933e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -15793287.000000 Penalty: 5835.188477
	Iteration 29Q: 3 clusters Score -1.579329e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119395 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -15793322.000000 Penalty: 5835.188477
	Iteration 30Q: 3 clusters Score -1.579332e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -15793370.000000 Penalty: 5835.188477
	Iteration 31Q: 3 clusters Score -1.579337e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -15793419.000000 Penalty: 5835.188477
	Iteration 32Q: 3 clusters Score -1.579342e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -15793443.000000 Penalty: 5835.188477
	Iteration 33Q: 3 clusters Score -1.579344e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120048 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -15793460.000000 Penalty: 5835.188477
	Iteration 34Q: 3 clusters Score -1.579346e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -15793472.000000 Penalty: 5835.188477
	Iteration 35Q: 3 clusters Score -1.579347e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -15793509.000000 Penalty: 5835.188477
	Iteration 36Q: 3 clusters Score -1.579351e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -15793510.000000 Penalty: 5835.188477
	Iteration 37Q: 3 clusters Score -1.579351e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -15793554.000000 Penalty: 5835.188477
	Iteration 38Q: 3 clusters Score -1.579355e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -15793547.000000 Penalty: 5835.188477
	Iteration 39Q: 3 clusters Score -1.579355e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120689 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -15793544.000000 Penalty: 5835.188477
	Iteration 40F: 3 clusters Score -1.579354e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -15793541.000000 Penalty: 5835.188477
	Iteration 41Q: 3 clusters Score -1.579354e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120869 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -15793523.000000 Penalty: 5835.188477
	Iteration 42Q: 3 clusters Score -1.579352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -15793524.000000 Penalty: 5835.188477
	Iteration 43Q: 3 clusters Score -1.579352e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -15793531.000000 Penalty: 5835.188477
	Iteration 44Q: 3 clusters Score -1.579353e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121064 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -15793543.000000 Penalty: 5835.188477
	Iteration 45Q: 3 clusters Score -1.579354e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -15793553.000000 Penalty: 5835.188477
	Iteration 46Q: 3 clusters Score -1.579355e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -15793571.000000 Penalty: 5835.188477
	Iteration 47Q: 3 clusters Score -1.579357e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121240 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -15793564.000000 Penalty: 5835.188477
	Iteration 48Q: 3 clusters Score -1.579356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121291 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -15793577.000000 Penalty: 5835.188477
	Iteration 49Q: 3 clusters Score -1.579358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -15793596.000000 Penalty: 5835.188477
	Iteration 50Q: 3 clusters Score -1.57936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121374 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -15793574.000000 Penalty: 5835.188477
	Iteration 51Q: 3 clusters Score -1.579357e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121419 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -15793577.000000 Penalty: 5835.188477
	Iteration 52Q: 3 clusters Score -1.579358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121461 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -15793616.000000 Penalty: 5835.188477
	Iteration 53Q: 3 clusters Score -1.579362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121500 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -15793597.000000 Penalty: 5835.188477
	Iteration 54Q: 3 clusters Score -1.57936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -15793592.000000 Penalty: 5835.188477
	Iteration 55Q: 3 clusters Score -1.579359e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -15793597.000000 Penalty: 5835.188477
	Iteration 56Q: 3 clusters Score -1.57936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -15793578.000000 Penalty: 5835.188477
	Iteration 57Q: 3 clusters Score -1.579358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -15793596.000000 Penalty: 5835.188477
	Iteration 58Q: 3 clusters Score -1.57936e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121722 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -15793607.000000 Penalty: 5835.188477
	Iteration 59Q: 3 clusters Score -1.579361e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121756 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -15793592.000000 Penalty: 5835.188477
	Iteration 60F: 3 clusters Score -1.579359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121789 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -15793586.000000 Penalty: 5835.188477
	Iteration 61Q: 3 clusters Score -1.579359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121821 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -15793595.000000 Penalty: 5835.188477
	Iteration 62Q: 3 clusters Score -1.57936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121852 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -15793586.000000 Penalty: 5835.188477
	Iteration 63Q: 3 clusters Score -1.579359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121886 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -15793586.000000 Penalty: 5835.188477
	Iteration 64Q: 3 clusters Score -1.579359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -15793589.000000 Penalty: 5835.188477
	Iteration 65Q: 3 clusters Score -1.579359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121925 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -15793583.000000 Penalty: 5835.188477
	Iteration 66Q: 3 clusters Score -1.579358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -15793585.000000 Penalty: 5835.188477
	Iteration 67Q: 3 clusters Score -1.579358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -15793597.000000 Penalty: 5835.188477
	Iteration 68Q: 3 clusters Score -1.57936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121971 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -15793591.000000 Penalty: 5835.188477
	Iteration 69Q: 3 clusters Score -1.579359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121988 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -15793583.000000 Penalty: 5835.188477
	Iteration 70Q: 3 clusters Score -1.579358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -15793595.000000 Penalty: 5835.188477
	Iteration 71Q: 3 clusters Score -1.57936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122026 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -15793584.000000 Penalty: 5835.188477
	Iteration 72Q: 3 clusters Score -1.579358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122046 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -15793597.000000 Penalty: 5835.188477
	Iteration 73Q: 3 clusters Score -1.57936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122061 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -15793601.000000 Penalty: 5835.188477
	Iteration 74Q: 3 clusters Score -1.57936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122074 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -15793616.000000 Penalty: 5835.188477
	Iteration 75Q: 3 clusters Score -1.579362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -15793616.000000 Penalty: 5835.188477
	Iteration 76Q: 3 clusters Score -1.579362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -15793625.000000 Penalty: 5835.188477
	Iteration 77Q: 3 clusters Score -1.579362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122119 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -15793614.000000 Penalty: 5835.188477
	Iteration 78Q: 3 clusters Score -1.579361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122128 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -15793613.000000 Penalty: 5835.188477
	Iteration 79Q: 3 clusters Score -1.579361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -15793617.000000 Penalty: 5835.188477
	Iteration 80F: 3 clusters Score -1.579362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122148 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -15793637.000000 Penalty: 5835.188477
	Iteration 81Q: 3 clusters Score -1.579364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122160 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -15793633.000000 Penalty: 5835.188477
	Iteration 82Q: 3 clusters Score -1.579363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122172 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -15793634.000000 Penalty: 5835.188477
	Iteration 83Q: 3 clusters Score -1.579363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -15793648.000000 Penalty: 5835.188477
	Iteration 84Q: 3 clusters Score -1.579365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122205 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -15793640.000000 Penalty: 5835.188477
	Iteration 85Q: 3 clusters Score -1.579364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122220 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -15793645.000000 Penalty: 5835.188477
	Iteration 86Q: 3 clusters Score -1.579364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -15793648.000000 Penalty: 5835.188477
	Iteration 87Q: 3 clusters Score -1.579365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -15793654.000000 Penalty: 5835.188477
	Iteration 88Q: 3 clusters Score -1.579365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122250 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -15793650.000000 Penalty: 5835.188477
	Iteration 89Q: 3 clusters Score -1.579365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122252 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -15793659.000000 Penalty: 5835.188477
	Iteration 90Q: 3 clusters Score -1.579366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -15793653.000000 Penalty: 5835.188477
	Iteration 91Q: 3 clusters Score -1.579365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122254 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -15793653.000000 Penalty: 5835.188477
	Iteration 92F: 3 clusters Score -1.579365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 65283 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181802 members 
Mstep: Class 5 contains 2900 members 
Mstep: Class 6 contains 166364 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 97078 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62160 members 
Mstep: Class 13 contains 65146 members 
Mstep: Class 14 contains 167811 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152252 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 20 contains 134678 members 
Mstep: Class 21 contains 21958 members 
Mstep: Class 22 contains 11249 members 
Mstep: Class 23 contains 128604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675344.000000 Penalty: 88616.031250
Iteration 79Q: 26 clusters Score -1.946753e+08 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 65327 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 181929 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 166400 members 
Mstep: Class 7 contains 49055 members 
Mstep: Class 8 contains 97464 members 
Mstep: Class 9 contains 5138 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62784 members 
Mstep: Class 13 contains 66198 members 
Mstep: Class 14 contains 167925 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 152936 members 
Mstep: Class 18 contains 13454 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 133564 members 
Mstep: Class 21 contains 23380 members 
Mstep: Class 22 contains 11545 members 
Mstep: Class 23 contains 128850 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 161283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676880.000000 Penalty: 88616.031250
Iteration 80F: 26 clusters Score -1.946769e+08 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 65306 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 181823 members 
Mstep: Class 5 contains 2880 members 
Mstep: Class 6 contains 166220 members 
Mstep: Class 7 contains 48945 members 
Mstep: Class 8 contains 97853 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 62955 members 
Mstep: Class 13 contains 66690 members 
Mstep: Class 14 contains 167991 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 153491 members 
Mstep: Class 18 contains 13456 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 132004 members 
Mstep: Class 21 contains 24456 members 
Mstep: Class 22 contains 11672 members 
Mstep: Class 23 contains 128868 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 162164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677104.000000 Penalty: 88616.031250
Iteration 81Q: 26 clusters Score -1.946771e+08 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 65309 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 181754 members 
Mstep: Class 5 contains 2868 members 
Mstep: Class 6 contains 166192 members 
Mstep: Class 7 contains 48881 members 
Mstep: Class 8 contains 98235 members 
Mstep: Class 9 contains 5164 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 63354 members 
Mstep: Class 13 contains 67057 members 
Mstep: Class 14 contains 167941 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 154050 members 
Mstep: Class 18 contains 13461 members 
Mstep: Class 19 contains 3509 members 
Mstep: Class 20 contains 130430 members 
Mstep: Class 21 contains 25239 members 
Mstep: Class 22 contains 11820 members 
Mstep: Class 23 contains 129044 members 
Mstep: Class 24 contains 1073 members 
Mstep: Class 25 contains 162693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677264.000000 Penalty: 88616.031250
Iteration 82Q: 26 clusters Score -1.946773e+08 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 65345 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 181679 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 166244 members 
Mstep: Class 7 contains 48845 members 
Mstep: Class 8 contains 98629 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 63781 members 
Mstep: Class 13 contains 67352 members 
Mstep: Class 14 contains 167840 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 154724 members 
Mstep: Class 18 contains 13474 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 128825 members 
Mstep: Class 21 contains 25820 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 129341 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 163199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677632.000000 Penalty: 88616.031250
Iteration 83Q: 26 clusters Score -1.946776e+08 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 101403 members 
Mstep: Class 2 contains 65405 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 181664 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 166338 members 
Mstep: Class 7 contains 48795 members 
Mstep: Class 8 contains 99024 members 
Mstep: Class 9 contains 5187 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 64275 members 
Mstep: Class 13 contains 67607 members 
Mstep: Class 14 contains 167707 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 155468 members 
Mstep: Class 18 contains 13484 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 127204 members 
Mstep: Class 21 contains 26273 members 
Mstep: Class 22 contains 12006 members 
Mstep: Class 23 contains 129662 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 163648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678224.000000 Penalty: 88616.031250
Iteration 84Q: 26 clusters Score -1.946782e+08 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 65441 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 181622 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 166401 members 
Mstep: Class 7 contains 48777 members 
Mstep: Class 8 contains 99434 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 64742 members 
Mstep: Class 13 contains 67785 members 
Mstep: Class 14 contains 167587 members 
Mstep: Class 15 contains 2405 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 156318 members 
Mstep: Class 18 contains 13503 members 
Mstep: Class 19 contains 3718 members 
Mstep: Class 20 contains 125547 members 
Mstep: Class 21 contains 26642 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 130153 members 
Mstep: Class 24 contains 1077 members 
Mstep: Class 25 contains 164084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678320.000000 Penalty: 88616.031250
Iteration 85Q: 26 clusters Score -1.946783e+08 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 98233 members 
Mstep: Class 2 contains 65501 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 181569 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 166441 members 
Mstep: Class 7 contains 48756 members 
Mstep: Class 8 contains 99834 members 
Mstep: Class 9 contains 5200 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 65249 members 
Mstep: Class 13 contains 67957 members 
Mstep: Class 14 contains 167479 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 157179 members 
Mstep: Class 18 contains 13510 members 
Mstep: Class 19 contains 3778 members 
Mstep: Class 20 contains 123805 members 
Mstep: Class 21 contains 26951 members 
Mstep: Class 22 contains 12127 members 
Mstep: Class 23 contains 130757 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 164486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678224.000000 Penalty: 88616.031250
Iteration 86Q: 26 clusters Score -1.946782e+08 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 65601 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 181508 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 166431 members 
Mstep: Class 7 contains 48757 members 
Mstep: Class 8 contains 100212 members 
Mstep: Class 9 contains 5221 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 65779 members 
Mstep: Class 13 contains 68118 members 
Mstep: Class 14 contains 167401 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 158115 members 
Mstep: Class 18 contains 13539 members 
Mstep: Class 19 contains 3828 members 
Mstep: Class 20 contains 122029 members 
Mstep: Class 21 contains 27223 members 
Mstep: Class 22 contains 12174 members 
Mstep: Class 23 contains 131527 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 164788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678864.000000 Penalty: 88616.031250
Iteration 87Q: 26 clusters Score -1.946789e+08 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 65673 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 181440 members 
Mstep: Class 5 contains 2755 members 
Mstep: Class 6 contains 166491 members 
Mstep: Class 7 contains 48755 members 
Mstep: Class 8 contains 100598 members 
Mstep: Class 9 contains 5244 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 66293 members 
Mstep: Class 13 contains 68248 members 
Mstep: Class 14 contains 167311 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 159083 members 
Mstep: Class 18 contains 13534 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 120218 members 
Mstep: Class 21 contains 27434 members 
Mstep: Class 22 contains 12217 members 
Mstep: Class 23 contains 132445 members 
Mstep: Class 24 contains 1077 members 
Mstep: Class 25 contains 165056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679664.000000 Penalty: 88616.031250
Iteration 88Q: 26 clusters Score -1.946797e+08 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 65780 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 181329 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 166581 members 
Mstep: Class 7 contains 48753 members 
Mstep: Class 8 contains 101062 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 66833 members 
Mstep: Class 13 contains 68366 members 
Mstep: Class 14 contains 167227 members 
Mstep: Class 15 contains 2429 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 160059 members 
Mstep: Class 18 contains 13518 members 
Mstep: Class 19 contains 3926 members 
Mstep: Class 20 contains 118272 members 
Mstep: Class 21 contains 27604 members 
Mstep: Class 22 contains 12249 members 
Mstep: Class 23 contains 133543 members 
Mstep: Class 24 contains 1078 members 
Mstep: Class 25 contains 165237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 89Q: 26 clusters Score -1.946803e+08 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 65883 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 181182 members 
Mstep: Class 5 contains 2688 members 
Mstep: Class 6 contains 166633 members 
Mstep: Class 7 contains 48756 members 
Mstep: Class 8 contains 101505 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 67451 members 
Mstep: Class 13 contains 68505 members 
Mstep: Class 14 contains 167099 members 
Mstep: Class 15 contains 2432 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 160998 members 
Mstep: Class 18 contains 13519 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 116324 members 
Mstep: Class 21 contains 27729 members 
Mstep: Class 22 contains 12292 members 
Mstep: Class 23 contains 134735 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 165398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681136.000000 Penalty: 88616.031250
Iteration 90Q: 26 clusters Score -1.946811e+08 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 65995 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 181064 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 166686 members 
Mstep: Class 7 contains 48752 members 
Mstep: Class 8 contains 101928 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 68652 members 
Mstep: Class 14 contains 166981 members 
Mstep: Class 15 contains 2437 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 161934 members 
Mstep: Class 18 contains 13509 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 114314 members 
Mstep: Class 21 contains 27848 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 136023 members 
Mstep: Class 24 contains 1081 members 
Mstep: Class 25 contains 165562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680656.000000 Penalty: 88616.031250
Iteration 91Q: 26 clusters Score -1.946807e+08 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 66078 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 180985 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 166697 members 
Mstep: Class 7 contains 48762 members 
Mstep: Class 8 contains 102335 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 68887 members 
Mstep: Class 13 contains 68793 members 
Mstep: Class 14 contains 166931 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 162754 members 
Mstep: Class 18 contains 13486 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 112269 members 
Mstep: Class 21 contains 27953 members 
Mstep: Class 22 contains 12319 members 
Mstep: Class 23 contains 137447 members 
Mstep: Class 24 contains 1083 members 
Mstep: Class 25 contains 165747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681792.000000 Penalty: 88616.031250
Iteration 92Q: 26 clusters Score -1.946818e+08 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 66159 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 180867 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 166754 members 
Mstep: Class 7 contains 48771 members 
Mstep: Class 8 contains 102740 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 69600 members 
Mstep: Class 13 contains 68961 members 
Mstep: Class 14 contains 166887 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 163611 members 
Mstep: Class 18 contains 13452 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 110123 members 
Mstep: Class 21 contains 28074 members 
Mstep: Class 22 contains 12332 members 
Mstep: Class 23 contains 138996 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 165834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683008.000000 Penalty: 88616.031250
Iteration 93Q: 26 clusters Score -1.94683e+08 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 84591 members 
Mstep: Class 2 contains 66257 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 180733 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 166808 members 
Mstep: Class 7 contains 48777 members 
Mstep: Class 8 contains 103084 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 70383 members 
Mstep: Class 13 contains 69099 members 
Mstep: Class 14 contains 166802 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 164433 members 
Mstep: Class 18 contains 13454 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 107999 members 
Mstep: Class 21 contains 28182 members 
Mstep: Class 22 contains 12335 members 
Mstep: Class 23 contains 140674 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 165893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683664.000000 Penalty: 88616.031250
Iteration 94Q: 26 clusters Score -1.946837e+08 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 66356 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 180695 members 
Mstep: Class 5 contains 2527 members 
Mstep: Class 6 contains 166821 members 
Mstep: Class 7 contains 48768 members 
Mstep: Class 8 contains 103455 members 
Mstep: Class 9 contains 5450 members 
Mstep: Class 10 contains 1531 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 71289 members 
Mstep: Class 13 contains 69226 members 
Mstep: Class 14 contains 166651 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165119 members 
Mstep: Class 18 contains 13428 members 
Mstep: Class 19 contains 4104 members 
Mstep: Class 20 contains 105930 members 
Mstep: Class 21 contains 28279 members 
Mstep: Class 22 contains 12329 members 
Mstep: Class 23 contains 142433 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 165909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684912.000000 Penalty: 88616.031250
Iteration 95Q: 26 clusters Score -1.946849e+08 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 66443 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 180611 members 
Mstep: Class 5 contains 2492 members 
Mstep: Class 6 contains 166867 members 
Mstep: Class 7 contains 48736 members 
Mstep: Class 8 contains 103785 members 
Mstep: Class 9 contains 5491 members 
Mstep: Class 10 contains 1530 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 72249 members 
Mstep: Class 13 contains 69317 members 
Mstep: Class 14 contains 166489 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165665 members 
Mstep: Class 18 contains 13414 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 103921 members 
Mstep: Class 21 contains 28393 members 
Mstep: Class 22 contains 12328 members 
Mstep: Class 23 contains 144306 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 165932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685584.000000 Penalty: 88616.031250
Iteration 96Q: 26 clusters Score -1.946856e+08 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 66521 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 4 contains 180438 members 
Mstep: Class 5 contains 2457 members 
Mstep: Class 6 contains 166888 members 
Mstep: Class 7 contains 48726 members 
Mstep: Class 8 contains 104145 members 
Mstep: Class 9 contains 5529 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 73309 members 
Mstep: Class 13 contains 69401 members 
Mstep: Class 14 contains 166316 members 
Mstep: Class 15 contains 2468 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166110 members 
Mstep: Class 18 contains 13375 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 102041 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 12323 members 
Mstep: Class 23 contains 146275 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 165890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686560.000000 Penalty: 88616.031250
Iteration 97Q: 26 clusters Score -1.946866e+08 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 66559 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 180330 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 166869 members 
Mstep: Class 7 contains 48738 members 
Mstep: Class 8 contains 104510 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 74420 members 
Mstep: Class 13 contains 69462 members 
Mstep: Class 14 contains 166123 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166486 members 
Mstep: Class 18 contains 13333 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 100225 members 
Mstep: Class 21 contains 28571 members 
Mstep: Class 22 contains 12323 members 
Mstep: Class 23 contains 148210 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 165830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687536.000000 Penalty: 88616.031250
Iteration 98Q: 26 clusters Score -1.946875e+08 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 66611 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 180307 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 166816 members 
Mstep: Class 7 contains 48734 members 
Mstep: Class 8 contains 104851 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 75555 members 
Mstep: Class 13 contains 69519 members 
Mstep: Class 14 contains 165863 members 
Mstep: Class 15 contains 2474 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166785 members 
Mstep: Class 18 contains 13311 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 98416 members 
Mstep: Class 21 contains 28636 members 
Mstep: Class 22 contains 12328 members 
Mstep: Class 23 contains 150171 members 
Mstep: Class 24 contains 1086 members 
Mstep: Class 25 contains 165730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688752.000000 Penalty: 88616.031250
Iteration 99Q: 26 clusters Score -1.946888e+08 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 66637 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 180216 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 166773 members 
Mstep: Class 7 contains 48720 members 
Mstep: Class 8 contains 105175 members 
Mstep: Class 9 contains 5703 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 76877 members 
Mstep: Class 13 contains 69566 members 
Mstep: Class 14 contains 165581 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166975 members 
Mstep: Class 18 contains 13262 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 96780 members 
Mstep: Class 21 contains 28684 members 
Mstep: Class 22 contains 12337 members 
Mstep: Class 23 contains 152059 members 
Mstep: Class 24 contains 1089 members 
Mstep: Class 25 contains 165619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689280.000000 Penalty: 88616.031250
Iteration 100F: 26 clusters Score -1.946893e+08 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 72351 members 
Mstep: Class 2 contains 66617 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 180220 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 166704 members 
Mstep: Class 7 contains 48722 members 
Mstep: Class 8 contains 105476 members 
Mstep: Class 9 contains 5789 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 78270 members 
Mstep: Class 13 contains 69582 members 
Mstep: Class 14 contains 165299 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 167056 members 
Mstep: Class 18 contains 13220 members 
Mstep: Class 19 contains 4289 members 
Mstep: Class 20 contains 95282 members 
Mstep: Class 21 contains 28772 members 
Mstep: Class 22 contains 12336 members 
Mstep: Class 23 contains 153786 members 
Mstep: Class 24 contains 1091 members 
Mstep: Class 25 contains 165522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690496.000000 Penalty: 88616.031250
Iteration 101Q: 26 clusters Score -1.946905e+08 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 70623 members 
Mstep: Class 2 contains 66590 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 180189 members 
Mstep: Class 5 contains 2220 members 
Mstep: Class 6 contains 166646 members 
Mstep: Class 7 contains 48737 members 
Mstep: Class 8 contains 105776 members 
Mstep: Class 9 contains 5912 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 79757 members 
Mstep: Class 13 contains 69599 members 
Mstep: Class 14 contains 165106 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 167025 members 
Mstep: Class 18 contains 13184 members 
Mstep: Class 19 contains 4332 members 
Mstep: Class 20 contains 93809 members 
Mstep: Class 21 contains 28825 members 
Mstep: Class 22 contains 12318 members 
Mstep: Class 23 contains 155505 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 165430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690560.000000 Penalty: 88616.031250
Iteration 102Q: 26 clusters Score -1.946906e+08 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 66595 members 
Mstep: Class 3 contains 3731 members 
Mstep: Class 4 contains 180197 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 166625 members 
Mstep: Class 7 contains 48738 members 
Mstep: Class 8 contains 106081 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 81322 members 
Mstep: Class 13 contains 69638 members 
Mstep: Class 14 contains 164877 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166961 members 
Mstep: Class 18 contains 13155 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 20 contains 92347 members 
Mstep: Class 21 contains 28868 members 
Mstep: Class 22 contains 12292 members 
Mstep: Class 23 contains 157080 members 
Mstep: Class 24 contains 1093 members 
Mstep: Class 25 contains 165425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691088.000000 Penalty: 88616.031250
Iteration 103Q: 26 clusters Score -1.946911e+08 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 66540 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 180203 members 
Mstep: Class 5 contains 2060 members 
Mstep: Class 6 contains 166600 members 
Mstep: Class 7 contains 48755 members 
Mstep: Class 8 contains 106389 members 
Mstep: Class 9 contains 6178 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 82992 members 
Mstep: Class 13 contains 69657 members 
Mstep: Class 14 contains 164670 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166845 members 
Mstep: Class 18 contains 13120 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 91000 members 
Mstep: Class 21 contains 28953 members 
Mstep: Class 22 contains 12267 members 
Mstep: Class 23 contains 158378 members 
Mstep: Class 24 contains 1094 members 
Mstep: Class 25 contains 165581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691680.000000 Penalty: 88616.031250
Iteration 104Q: 26 clusters Score -1.946917e+08 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 66502 members 
Mstep: Class 3 contains 3731 members 
Mstep: Class 4 contains 180235 members 
Mstep: Class 5 contains 1982 members 
Mstep: Class 6 contains 166587 members 
Mstep: Class 7 contains 48784 members 
Mstep: Class 8 contains 106720 members 
Mstep: Class 9 contains 6278 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 84945 members 
Mstep: Class 13 contains 69638 members 
Mstep: Class 14 contains 164467 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166739 members 
Mstep: Class 18 contains 13097 members 
Mstep: Class 19 contains 4464 members 
Mstep: Class 20 contains 89717 members 
Mstep: Class 21 contains 29011 members 
Mstep: Class 22 contains 12239 members 
Mstep: Class 23 contains 159171 members 
Mstep: Class 24 contains 1095 members 
Mstep: Class 25 contains 165817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691744.000000 Penalty: 88616.031250
Iteration 105Q: 26 clusters Score -1.946917e+08 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 63319 members 
Mstep: Class 2 contains 66473 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 180216 members 
Mstep: Class 5 contains 1911 members 
Mstep: Class 6 contains 166639 members 
Mstep: Class 7 contains 48805 members 
Mstep: Class 8 contains 107049 members 
Mstep: Class 9 contains 6362 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 87124 members 
Mstep: Class 13 contains 69609 members 
Mstep: Class 14 contains 164248 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166631 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 4514 members 
Mstep: Class 20 contains 88542 members 
Mstep: Class 21 contains 29078 members 
Mstep: Class 22 contains 12218 members 
Mstep: Class 23 contains 159651 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 166126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691840.000000 Penalty: 88616.031250
Iteration 106Q: 26 clusters Score -1.946918e+08 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 66462 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 180215 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 166691 members 
Mstep: Class 7 contains 48822 members 
Mstep: Class 8 contains 107383 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 1518 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 89445 members 
Mstep: Class 13 contains 69581 members 
Mstep: Class 14 contains 164031 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166545 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 87427 members 
Mstep: Class 21 contains 29114 members 
Mstep: Class 22 contains 12176 members 
Mstep: Class 23 contains 159910 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 166445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692352.000000 Penalty: 88616.031250
Iteration 107Q: 26 clusters Score -1.946924e+08 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 66444 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 180106 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 166679 members 
Mstep: Class 7 contains 48857 members 
Mstep: Class 8 contains 107723 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 10 contains 1516 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 91982 members 
Mstep: Class 13 contains 69530 members 
Mstep: Class 14 contains 163838 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166504 members 
Mstep: Class 18 contains 12997 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 86372 members 
Mstep: Class 21 contains 29147 members 
Mstep: Class 22 contains 12146 members 
Mstep: Class 23 contains 159908 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 166744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691952.000000 Penalty: 88616.031250
Iteration 108Q: 26 clusters Score -1.94692e+08 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 66414 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 180028 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 166619 members 
Mstep: Class 7 contains 48889 members 
Mstep: Class 8 contains 108041 members 
Mstep: Class 9 contains 6523 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 94646 members 
Mstep: Class 13 contains 69490 members 
Mstep: Class 14 contains 163650 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166462 members 
Mstep: Class 18 contains 12957 members 
Mstep: Class 19 contains 4632 members 
Mstep: Class 20 contains 85442 members 
Mstep: Class 21 contains 29189 members 
Mstep: Class 22 contains 12115 members 
Mstep: Class 23 contains 159621 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 167022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693056.000000 Penalty: 88616.031250
Iteration 109Q: 26 clusters Score -1.946931e+08 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 66335 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 179930 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 166521 members 
Mstep: Class 7 contains 48903 members 
Mstep: Class 8 contains 108358 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 10 contains 1510 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 97303 members 
Mstep: Class 13 contains 69458 members 
Mstep: Class 14 contains 163465 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166418 members 
Mstep: Class 18 contains 12924 members 
Mstep: Class 19 contains 4662 members 
Mstep: Class 20 contains 84618 members 
Mstep: Class 21 contains 29225 members 
Mstep: Class 22 contains 12081 members 
Mstep: Class 23 contains 159141 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 167363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693328.000000 Penalty: 88616.031250
Iteration 110Q: 26 clusters Score -1.946933e+08 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 66269 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 179816 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 166425 members 
Mstep: Class 7 contains 48885 members 
Mstep: Class 8 contains 108680 members 
Mstep: Class 9 contains 6623 members 
Mstep: Class 10 contains 1508 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 100026 members 
Mstep: Class 13 contains 69438 members 
Mstep: Class 14 contains 163206 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166374 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 4684 members 
Mstep: Class 20 contains 83906 members 
Mstep: Class 21 contains 29236 members 
Mstep: Class 22 contains 12018 members 
Mstep: Class 23 contains 158531 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 167676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692976.000000 Penalty: 88616.031250
Iteration 111Q: 26 clusters Score -1.94693e+08 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 66172 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 179757 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 166314 members 
Mstep: Class 7 contains 48833 members 
Mstep: Class 8 contains 109021 members 
Mstep: Class 9 contains 6660 members 
Mstep: Class 10 contains 1506 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 102806 members 
Mstep: Class 13 contains 69402 members 
Mstep: Class 14 contains 162911 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166365 members 
Mstep: Class 18 contains 12847 members 
Mstep: Class 19 contains 4716 members 
Mstep: Class 20 contains 83143 members 
Mstep: Class 21 contains 29248 members 
Mstep: Class 22 contains 11955 members 
Mstep: Class 23 contains 157852 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 168061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693984.000000 Penalty: 88616.031250
Iteration 112Q: 26 clusters Score -1.94694e+08 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 66056 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 179625 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 166185 members 
Mstep: Class 7 contains 48802 members 
Mstep: Class 8 contains 109302 members 
Mstep: Class 9 contains 6693 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 105602 members 
Mstep: Class 13 contains 69402 members 
Mstep: Class 14 contains 162657 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166331 members 
Mstep: Class 18 contains 12801 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 82410 members 
Mstep: Class 21 contains 29259 members 
Mstep: Class 22 contains 11900 members 
Mstep: Class 23 contains 157232 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 168373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694592.000000 Penalty: 88616.031250
Iteration 113Q: 26 clusters Score -1.946946e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 65941 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 179502 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 166032 members 
Mstep: Class 7 contains 48801 members 
Mstep: Class 8 contains 109524 members 
Mstep: Class 9 contains 6697 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 108516 members 
Mstep: Class 13 contains 69405 members 
Mstep: Class 14 contains 162411 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166261 members 
Mstep: Class 18 contains 12773 members 
Mstep: Class 19 contains 4779 members 
Mstep: Class 20 contains 81671 members 
Mstep: Class 21 contains 29251 members 
Mstep: Class 22 contains 11852 members 
Mstep: Class 23 contains 156471 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 168702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695248.000000 Penalty: 88616.031250
Iteration 114Q: 26 clusters Score -1.946952e+08 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 65879 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 179349 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 165790 members 
Mstep: Class 7 contains 48756 members 
Mstep: Class 8 contains 109733 members 
Mstep: Class 9 contains 6699 members 
Mstep: Class 10 contains 1489 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 111433 members 
Mstep: Class 13 contains 69428 members 
Mstep: Class 14 contains 162132 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166234 members 
Mstep: Class 18 contains 12750 members 
Mstep: Class 19 contains 4801 members 
Mstep: Class 20 contains 80937 members 
Mstep: Class 21 contains 29235 members 
Mstep: Class 22 contains 11786 members 
Mstep: Class 23 contains 155776 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 169023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695264.000000 Penalty: 88616.031250
Iteration 115Q: 26 clusters Score -1.946953e+08 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 65803 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 179195 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 165593 members 
Mstep: Class 7 contains 48738 members 
Mstep: Class 8 contains 109888 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 1486 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 114275 members 
Mstep: Class 13 contains 69447 members 
Mstep: Class 14 contains 161846 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166231 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 4824 members 
Mstep: Class 20 contains 80231 members 
Mstep: Class 21 contains 29234 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 155056 members 
Mstep: Class 24 contains 1097 members 
Mstep: Class 25 contains 169343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696096.000000 Penalty: 88616.031250
Iteration 116Q: 26 clusters Score -1.946961e+08 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 65728 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 179001 members 
Mstep: Class 5 contains 1569 members 
Mstep: Class 6 contains 165395 members 
Mstep: Class 7 contains 48712 members 
Mstep: Class 8 contains 109982 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 117193 members 
Mstep: Class 13 contains 69469 members 
Mstep: Class 14 contains 161617 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166225 members 
Mstep: Class 18 contains 12711 members 
Mstep: Class 19 contains 4840 members 
Mstep: Class 20 contains 79579 members 
Mstep: Class 21 contains 29231 members 
Mstep: Class 22 contains 11628 members 
Mstep: Class 23 contains 154210 members 
Mstep: Class 24 contains 1097 members 
Mstep: Class 25 contains 169660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696064.000000 Penalty: 88616.031250
Iteration 117Q: 26 clusters Score -1.946961e+08 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 65630 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 178761 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 165188 members 
Mstep: Class 7 contains 48667 members 
Mstep: Class 8 contains 110103 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 119970 members 
Mstep: Class 13 contains 69512 members 
Mstep: Class 14 contains 161330 members 
Mstep: Class 15 contains 2541 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166250 members 
Mstep: Class 18 contains 12713 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 78983 members 
Mstep: Class 21 contains 29213 members 
Mstep: Class 22 contains 11551 members 
Mstep: Class 23 contains 153351 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 170035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696688.000000 Penalty: 88616.031250
Iteration 118Q: 26 clusters Score -1.946967e+08 nChanged 8755
Entering ConstructFrom: 
Score: -194696688.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (46263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Entering Unmasked Estep 
Score: -5695004.000000 Penalty: 2664.040283
	Iteration 0F: 2 clusters Score -5695004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -5663710.500000 Penalty: 5328.080566
	Iteration 0F: 3 clusters Score -5663710 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5675629.500000 Penalty: 5328.080566
	Iteration 1F: 3 clusters Score -5675630 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5676282.000000 Penalty: 5328.080566
	Iteration 2Q: 3 clusters Score -5676282 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5676932.500000 Penalty: 5328.080566
	Iteration 3Q: 3 clusters Score -5676932 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -5677802.500000 Penalty: 5328.080566
	Iteration 4Q: 3 clusters Score -5677802 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5679060.000000 Penalty: 5328.080566
	Iteration 5F: 3 clusters Score -5679060 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5681058.000000 Penalty: 5328.080566
	Iteration 6F: 3 clusters Score -5681058 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -5683939.500000 Penalty: 5328.080566
	Iteration 7F: 3 clusters Score -5683940 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -5687219.000000 Penalty: 5328.080566
	Iteration 8F: 3 clusters Score -5687219 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5689742.500000 Penalty: 5328.080566
	Iteration 9F: 3 clusters Score -5689742 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5691281.000000 Penalty: 5328.080566
	Iteration 10Q: 3 clusters Score -5691281 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5692020.500000 Penalty: 5328.080566
	Iteration 11Q: 3 clusters Score -5692020 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5692425.500000 Penalty: 5328.080566
	Iteration 12Q: 3 clusters Score -5692426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5692593.000000 Penalty: 5328.080566
	Iteration 13Q: 3 clusters Score -5692593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5692686.500000 Penalty: 5328.080566
	Iteration 14Q: 3 clusters Score -5692686 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5692767.000000 Penalty: 5328.080566
	Iteration 15Q: 3 clusters Score -5692767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5692807.500000 Penalty: 5328.080566
	Iteration 16Q: 3 clusters Score -5692808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5692831.500000 Penalty: 5328.080566
	Iteration 17Q: 3 clusters Score -5692832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5692868.500000 Penalty: 5328.080566
	Iteration 18Q: 3 clusters Score -5692868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5692896.000000 Penalty: 5328.080566
	Iteration 19Q: 3 clusters Score -5692896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5692914.500000 Penalty: 5328.080566
	Iteration 20F: 3 clusters Score -5692914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5692934.000000 Penalty: 5328.080566
	Iteration 21Q: 3 clusters Score -5692934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5692961.500000 Penalty: 5328.080566
	Iteration 22Q: 3 clusters Score -5692962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5692967.000000 Penalty: 5328.080566
	Iteration 23Q: 3 clusters Score -5692967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5692972.500000 Penalty: 5328.080566
	Iteration 24Q: 3 clusters Score -5692972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5692976.500000 Penalty: 5328.080566
	Iteration 25Q: 3 clusters Score -5692976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5692991.000000 Penalty: 5328.080566
	Iteration 26Q: 3 clusters Score -5692991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5692989.500000 Penalty: 5328.080566
	Iteration 27Q: 3 clusters Score -5692990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5692995.500000 Penalty: 5328.080566
	Iteration 28Q: 3 clusters Score -5692996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5693006.000000 Penalty: 5328.080566
	Iteration 29Q: 3 clusters Score -5693006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5693007.000000 Penalty: 5328.080566
	Iteration 30Q: 3 clusters Score -5693007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5693008.000000 Penalty: 5328.080566
	Iteration 31Q: 3 clusters Score -5693008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5693012.000000 Penalty: 5328.080566
	Iteration 32Q: 3 clusters Score -5693012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5693013.000000 Penalty: 5328.080566
	Iteration 33Q: 3 clusters Score -5693013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5693009.500000 Penalty: 5328.080566
	Iteration 34Q: 3 clusters Score -5693010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5693011.500000 Penalty: 5328.080566
	Iteration 35Q: 3 clusters Score -5693012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5693007.000000 Penalty: 5328.080566
	Iteration 36Q: 3 clusters Score -5693007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5693017.500000 Penalty: 5328.080566
	Iteration 37Q: 3 clusters Score -5693018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5693017.500000 Penalty: 5328.080566
	Iteration 38Q: 3 clusters Score -5693018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5693019.500000 Penalty: 5328.080566
	Iteration 39Q: 3 clusters Score -5693020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5693029.000000 Penalty: 5328.080566
	Iteration 40F: 3 clusters Score -5693029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5693033.500000 Penalty: 5328.080566
	Iteration 41Q: 3 clusters Score -5693034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5693022.500000 Penalty: 5328.080566
	Iteration 42Q: 3 clusters Score -5693022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5693032.000000 Penalty: 5328.080566
	Iteration 43Q: 3 clusters Score -5693032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5693036.500000 Penalty: 5328.080566
	Iteration 44Q: 3 clusters Score -5693036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5693039.000000 Penalty: 5328.080566
	Iteration 45Q: 3 clusters Score -5693039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5693038.500000 Penalty: 5328.080566
	Iteration 46Q: 3 clusters Score -5693038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5693044.000000 Penalty: 5328.080566
	Iteration 47Q: 3 clusters Score -5693044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5693046.000000 Penalty: 5328.080566
	Iteration 48Q: 3 clusters Score -5693046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5693046.000000 Penalty: 5328.080566
	Iteration 49F: 3 clusters Score -5693046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Entering Unmasked Estep 
Score: -8140723.000000 Penalty: 2750.411865
	Iteration 0F: 2 clusters Score -8140723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -8096648.000000 Penalty: 5500.823730
	Iteration 0F: 3 clusters Score -8096648 nChanged 30636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -8113846.000000 Penalty: 5500.823730
	Iteration 1F: 3 clusters Score -8113846 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -8114430.500000 Penalty: 5500.823730
	Iteration 2Q: 3 clusters Score -8114430 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -8115056.500000 Penalty: 5500.823730
	Iteration 3Q: 3 clusters Score -8115056 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -8115864.500000 Penalty: 5500.823730
	Iteration 4Q: 3 clusters Score -8115864 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -8116910.000000 Penalty: 5500.823730
	Iteration 5Q: 3 clusters Score -8116910 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -8118523.000000 Penalty: 5500.823730
	Iteration 6Q: 3 clusters Score -8118523 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8120741.000000 Penalty: 5500.823730
	Iteration 7F: 3 clusters Score -8120741 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -8123653.000000 Penalty: 5500.823730
	Iteration 8F: 3 clusters Score -8123653 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -8127296.500000 Penalty: 5500.823730
	Iteration 9F: 3 clusters Score -8127296 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -8130964.000000 Penalty: 5500.823730
	Iteration 10F: 3 clusters Score -8130964 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -8133899.500000 Penalty: 5500.823730
	Iteration 11F: 3 clusters Score -8133900 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8135873.000000 Penalty: 5500.823730
	Iteration 12Q: 3 clusters Score -8135873 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8136896.000000 Penalty: 5500.823730
	Iteration 13Q: 3 clusters Score -8136896 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8137442.500000 Penalty: 5500.823730
	Iteration 14Q: 3 clusters Score -8137442 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8137775.000000 Penalty: 5500.823730
	Iteration 15Q: 3 clusters Score -8137775 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8137985.000000 Penalty: 5500.823730
	Iteration 16Q: 3 clusters Score -8137985 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8138106.500000 Penalty: 5500.823730
	Iteration 17Q: 3 clusters Score -8138106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8138187.000000 Penalty: 5500.823730
	Iteration 18Q: 3 clusters Score -8138187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8138230.000000 Penalty: 5500.823730
	Iteration 19Q: 3 clusters Score -8138230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8138260.500000 Penalty: 5500.823730
	Iteration 20F: 3 clusters Score -8138260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65012 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8138288.000000 Penalty: 5500.823730
	Iteration 21Q: 3 clusters Score -8138288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65023 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8138300.500000 Penalty: 5500.823730
	Iteration 22Q: 3 clusters Score -8138300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8138313.000000 Penalty: 5500.823730
	Iteration 23Q: 3 clusters Score -8138313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65034 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8138323.500000 Penalty: 5500.823730
	Iteration 24Q: 3 clusters Score -8138324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8138328.000000 Penalty: 5500.823730
	Iteration 25Q: 3 clusters Score -8138328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8138331.500000 Penalty: 5500.823730
	Iteration 26Q: 3 clusters Score -8138332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8138334.000000 Penalty: 5500.823730
	Iteration 27Q: 3 clusters Score -8138334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8138343.500000 Penalty: 5500.823730
	Iteration 28Q: 3 clusters Score -8138344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8138349.000000 Penalty: 5500.823730
	Iteration 29Q: 3 clusters Score -8138349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8138351.500000 Penalty: 5500.823730
	Iteration 30Q: 3 clusters Score -8138352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8138357.500000 Penalty: 5500.823730
	Iteration 31Q: 3 clusters Score -8138358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8138356.500000 Penalty: 5500.823730
	Iteration 32Q: 3 clusters Score -8138356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8138360.000000 Penalty: 5500.823730
	Iteration 33Q: 3 clusters Score -8138360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8138351.500000 Penalty: 5500.823730
	Iteration 34Q: 3 clusters Score -8138352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8138361.500000 Penalty: 5500.823730
	Iteration 35Q: 3 clusters Score -8138362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8138372.000000 Penalty: 5500.823730
	Iteration 36Q: 3 clusters Score -8138372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65076 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8138369.500000 Penalty: 5500.823730
	Iteration 37Q: 3 clusters Score -8138370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8138374.500000 Penalty: 5500.823730
	Iteration 38Q: 3 clusters Score -8138374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8138384.500000 Penalty: 5500.823730
	Iteration 39Q: 3 clusters Score -8138384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8138396.500000 Penalty: 5500.823730
	Iteration 40F: 3 clusters Score -8138396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8138396.500000 Penalty: 5500.823730
	Iteration 41Q: 3 clusters Score -8138396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8138397.500000 Penalty: 5500.823730
	Iteration 42Q: 3 clusters Score -8138398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8138399.500000 Penalty: 5500.823730
	Iteration 43Q: 3 clusters Score -8138400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8138404.500000 Penalty: 5500.823730
	Iteration 44Q: 3 clusters Score -8138404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8138404.000000 Penalty: 5500.823730
	Iteration 45Q: 3 clusters Score -8138404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8138404.000000 Penalty: 5500.823730
	Iteration 46F: 3 clusters Score -8138404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -448582.812500 Penalty: 2038.993408
	Iteration 0F: 2 clusters Score -448582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -444780.125000 Penalty: 4077.986816
	Iteration 0F: 3 clusters Score -444780.1 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -445606.875000 Penalty: 4077.986816
	Iteration 1F: 3 clusters Score -445606.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -445799.656250 Penalty: 4077.986816
	Iteration 2F: 3 clusters Score -445799.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -445908.187500 Penalty: 4077.986816
	Iteration 3Q: 3 clusters Score -445908.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -445981.250000 Penalty: 4077.986816
	Iteration 4Q: 3 clusters Score -445981.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -446031.812500 Penalty: 4077.986816
	Iteration 5Q: 3 clusters Score -446031.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -446089.718750 Penalty: 4077.986816
	Iteration 6Q: 3 clusters Score -446089.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -446137.968750 Penalty: 4077.986816
	Iteration 7Q: 3 clusters Score -446138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -446174.250000 Penalty: 4077.986816
	Iteration 8Q: 3 clusters Score -446174.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -446212.718750 Penalty: 4077.986816
	Iteration 9Q: 3 clusters Score -446212.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -446253.531250 Penalty: 4077.986816
	Iteration 10Q: 3 clusters Score -446253.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -446301.312500 Penalty: 4077.986816
	Iteration 11Q: 3 clusters Score -446301.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -446342.343750 Penalty: 4077.986816
	Iteration 12Q: 3 clusters Score -446342.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -446395.218750 Penalty: 4077.986816
	Iteration 13Q: 3 clusters Score -446395.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -446450.656250 Penalty: 4077.986816
	Iteration 14Q: 3 clusters Score -446450.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -446523.781250 Penalty: 4077.986816
	Iteration 15Q: 3 clusters Score -446523.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -446608.781250 Penalty: 4077.986816
	Iteration 16Q: 3 clusters Score -446608.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -446732.843750 Penalty: 4077.986816
	Iteration 17Q: 3 clusters Score -446732.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -446866.593750 Penalty: 4077.986816
	Iteration 18Q: 3 clusters Score -446866.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -446997.718750 Penalty: 4077.986816
	Iteration 19Q: 3 clusters Score -446997.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -447128.093750 Penalty: 4077.986816
	Iteration 20F: 3 clusters Score -447128.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -447264.718750 Penalty: 4077.986816
	Iteration 21Q: 3 clusters Score -447264.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -447383.281250 Penalty: 4077.986816
	Iteration 22Q: 3 clusters Score -447383.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -447469.031250 Penalty: 4077.986816
	Iteration 23Q: 3 clusters Score -447469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -447516.375000 Penalty: 4077.986816
	Iteration 24Q: 3 clusters Score -447516.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -447553.375000 Penalty: 4077.986816
	Iteration 25Q: 3 clusters Score -447553.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -447579.968750 Penalty: 4077.986816
	Iteration 26Q: 3 clusters Score -447580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -447602.906250 Penalty: 4077.986816
	Iteration 27Q: 3 clusters Score -447602.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -447624.312500 Penalty: 4077.986816
	Iteration 28Q: 3 clusters Score -447624.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -447649.000000 Penalty: 4077.986816
	Iteration 29Q: 3 clusters Score -447649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -447666.531250 Penalty: 4077.986816
	Iteration 30Q: 3 clusters Score -447666.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -447677.562500 Penalty: 4077.986816
	Iteration 31Q: 3 clusters Score -447677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -447692.968750 Penalty: 4077.986816
	Iteration 32Q: 3 clusters Score -447693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -447705.031250 Penalty: 4077.986816
	Iteration 33Q: 3 clusters Score -447705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -447723.843750 Penalty: 4077.986816
	Iteration 34Q: 3 clusters Score -447723.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -447752.750000 Penalty: 4077.986816
	Iteration 35Q: 3 clusters Score -447752.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -447770.531250 Penalty: 4077.986816
	Iteration 36Q: 3 clusters Score -447770.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -447783.093750 Penalty: 4077.986816
	Iteration 37Q: 3 clusters Score -447783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -447791.218750 Penalty: 4077.986816
	Iteration 38Q: 3 clusters Score -447791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -447801.250000 Penalty: 4077.986816
	Iteration 39Q: 3 clusters Score -447801.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -447810.437500 Penalty: 4077.986816
	Iteration 40F: 3 clusters Score -447810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -447816.187500 Penalty: 4077.986816
	Iteration 41Q: 3 clusters Score -447816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -447818.500000 Penalty: 4077.986816
	Iteration 42Q: 3 clusters Score -447818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -447820.375000 Penalty: 4077.986816
	Iteration 43Q: 3 clusters Score -447820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -447820.375000 Penalty: 4077.986816
	Iteration 44F: 3 clusters Score -447820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178554 members 
Entering Unmasked Estep 
Score: -22102676.000000 Penalty: 2998.976318
	Iteration 0F: 2 clusters Score -2.210268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -21992328.000000 Penalty: 5997.952637
	Iteration 0F: 3 clusters Score -2.199233e+07 nChanged 85789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92568 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -22043368.000000 Penalty: 5997.952637
	Iteration 1F: 3 clusters Score -2.204337e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -22045276.000000 Penalty: 5997.952637
	Iteration 2Q: 3 clusters Score -2.204528e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -22048362.000000 Penalty: 5997.952637
	Iteration 3Q: 3 clusters Score -2.204836e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -22053506.000000 Penalty: 5997.952637
	Iteration 4F: 3 clusters Score -2.205351e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111675 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -22061734.000000 Penalty: 5997.952637
	Iteration 5F: 3 clusters Score -2.206173e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -22072640.000000 Penalty: 5997.952637
	Iteration 6F: 3 clusters Score -2.207264e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -22083078.000000 Penalty: 5997.952637
	Iteration 7F: 3 clusters Score -2.208308e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -22089798.000000 Penalty: 5997.952637
	Iteration 8F: 3 clusters Score -2.20898e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135028 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -22092378.000000 Penalty: 5997.952637
	Iteration 9Q: 3 clusters Score -2.209238e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137746 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -22093770.000000 Penalty: 5997.952637
	Iteration 10Q: 3 clusters Score -2.209377e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140388 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -22095100.000000 Penalty: 5997.952637
	Iteration 11Q: 3 clusters Score -2.20951e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142991 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -22096244.000000 Penalty: 5997.952637
	Iteration 12Q: 3 clusters Score -2.209624e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -22097402.000000 Penalty: 5997.952637
	Iteration 13Q: 3 clusters Score -2.20974e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148052 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -22098282.000000 Penalty: 5997.952637
	Iteration 14Q: 3 clusters Score -2.209828e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150599 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -22099192.000000 Penalty: 5997.952637
	Iteration 15Q: 3 clusters Score -2.209919e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -22099970.000000 Penalty: 5997.952637
	Iteration 16Q: 3 clusters Score -2.209997e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155847 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -22100652.000000 Penalty: 5997.952637
	Iteration 17Q: 3 clusters Score -2.210065e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -22101358.000000 Penalty: 5997.952637
	Iteration 18Q: 3 clusters Score -2.210136e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161401 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -22101664.000000 Penalty: 5997.952637
	Iteration 19Q: 3 clusters Score -2.210166e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -22101760.000000 Penalty: 5997.952637
	Iteration 20F: 3 clusters Score -2.210176e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166321 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -22101832.000000 Penalty: 5997.952637
	Iteration 21Q: 3 clusters Score -2.210183e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -22101822.000000 Penalty: 5997.952637
	Iteration 22Q: 3 clusters Score -2.210182e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170136 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -22101866.000000 Penalty: 5997.952637
	Iteration 23Q: 3 clusters Score -2.210187e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -22101688.000000 Penalty: 5997.952637
	Iteration 24Q: 3 clusters Score -2.210169e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172655 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -22101408.000000 Penalty: 5997.952637
	Iteration 25Q: 3 clusters Score -2.210141e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173598 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -22101352.000000 Penalty: 5997.952637
	Iteration 26Q: 3 clusters Score -2.210135e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174340 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -22101222.000000 Penalty: 5997.952637
	Iteration 27Q: 3 clusters Score -2.210122e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174924 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -22101246.000000 Penalty: 5997.952637
	Iteration 28Q: 3 clusters Score -2.210125e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -22101224.000000 Penalty: 5997.952637
	Iteration 29Q: 3 clusters Score -2.210122e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175724 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22101146.000000 Penalty: 5997.952637
	Iteration 30Q: 3 clusters Score -2.210115e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176005 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -22101124.000000 Penalty: 5997.952637
	Iteration 31Q: 3 clusters Score -2.210112e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -22101156.000000 Penalty: 5997.952637
	Iteration 32Q: 3 clusters Score -2.210116e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176411 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -22101120.000000 Penalty: 5997.952637
	Iteration 33Q: 3 clusters Score -2.210112e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176546 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22101078.000000 Penalty: 5997.952637
	Iteration 34Q: 3 clusters Score -2.210108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22101010.000000 Penalty: 5997.952637
	Iteration 35Q: 3 clusters Score -2.210101e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176737 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -22101000.000000 Penalty: 5997.952637
	Iteration 36Q: 3 clusters Score -2.2101e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22100980.000000 Penalty: 5997.952637
	Iteration 37Q: 3 clusters Score -2.210098e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176874 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -22100988.000000 Penalty: 5997.952637
	Iteration 38Q: 3 clusters Score -2.210099e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22101050.000000 Penalty: 5997.952637
	Iteration 39Q: 3 clusters Score -2.210105e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177014 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -22101002.000000 Penalty: 5997.952637
	Iteration 40F: 3 clusters Score -2.2101e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177062 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22100992.000000 Penalty: 5997.952637
	Iteration 41Q: 3 clusters Score -2.210099e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177107 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -22101014.000000 Penalty: 5997.952637
	Iteration 42Q: 3 clusters Score -2.210101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22100982.000000 Penalty: 5997.952637
	Iteration 43Q: 3 clusters Score -2.210098e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22100976.000000 Penalty: 5997.952637
	Iteration 44Q: 3 clusters Score -2.210098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177213 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -22100958.000000 Penalty: 5997.952637
	Iteration 45Q: 3 clusters Score -2.210096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177254 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22100966.000000 Penalty: 5997.952637
	Iteration 46Q: 3 clusters Score -2.210097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177291 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22100972.000000 Penalty: 5997.952637
	Iteration 47Q: 3 clusters Score -2.210097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22100948.000000 Penalty: 5997.952637
	Iteration 48Q: 3 clusters Score -2.210095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177354 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -22100976.000000 Penalty: 5997.952637
	Iteration 49Q: 3 clusters Score -2.210098e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177381 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -22100950.000000 Penalty: 5997.952637
	Iteration 50Q: 3 clusters Score -2.210095e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177407 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22100934.000000 Penalty: 5997.952637
	Iteration 51Q: 3 clusters Score -2.210093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177428 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -22100952.000000 Penalty: 5997.952637
	Iteration 52Q: 3 clusters Score -2.210095e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177455 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22100964.000000 Penalty: 5997.952637
	Iteration 53Q: 3 clusters Score -2.210096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177478 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -22100950.000000 Penalty: 5997.952637
	Iteration 54Q: 3 clusters Score -2.210095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -22100980.000000 Penalty: 5997.952637
	Iteration 55Q: 3 clusters Score -2.210098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177512 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22100980.000000 Penalty: 5997.952637
	Iteration 56Q: 3 clusters Score -2.210098e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177520 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22100984.000000 Penalty: 5997.952637
	Iteration 57Q: 3 clusters Score -2.210098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177529 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22100966.000000 Penalty: 5997.952637
	Iteration 58Q: 3 clusters Score -2.210097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177533 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -22100970.000000 Penalty: 5997.952637
	Iteration 59Q: 3 clusters Score -2.210097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177540 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -22100982.000000 Penalty: 5997.952637
	Iteration 60F: 3 clusters Score -2.210098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22100978.000000 Penalty: 5997.952637
	Iteration 61Q: 3 clusters Score -2.210098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22100966.000000 Penalty: 5997.952637
	Iteration 62Q: 3 clusters Score -2.210097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177567 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22100952.000000 Penalty: 5997.952637
	Iteration 63Q: 3 clusters Score -2.210095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177572 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22100956.000000 Penalty: 5997.952637
	Iteration 64Q: 3 clusters Score -2.210096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177578 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22100948.000000 Penalty: 5997.952637
	Iteration 65Q: 3 clusters Score -2.210095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177583 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22100948.000000 Penalty: 5997.952637
	Iteration 66Q: 3 clusters Score -2.210095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22100940.000000 Penalty: 5997.952637
	Iteration 67Q: 3 clusters Score -2.210094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -22100930.000000 Penalty: 5997.952637
	Iteration 68Q: 3 clusters Score -2.210093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177599 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -22100926.000000 Penalty: 5997.952637
	Iteration 69Q: 3 clusters Score -2.210093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177600 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -22100918.000000 Penalty: 5997.952637
	Iteration 70Q: 3 clusters Score -2.210092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177603 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22100926.000000 Penalty: 5997.952637
	Iteration 71Q: 3 clusters Score -2.210093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177606 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -22100924.000000 Penalty: 5997.952637
	Iteration 72Q: 3 clusters Score -2.210092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177613 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -22100924.000000 Penalty: 5997.952637
	Iteration 73Q: 3 clusters Score -2.210092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177614 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22100906.000000 Penalty: 5997.952637
	Iteration 74Q: 3 clusters Score -2.210091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22100910.000000 Penalty: 5997.952637
	Iteration 75Q: 3 clusters Score -2.210091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22100910.000000 Penalty: 5997.952637
	Iteration 76F: 3 clusters Score -2.210091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -162393.640625 Penalty: 1820.366455
	Iteration 0F: 2 clusters Score -162393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -160251.671875 Penalty: 3640.732910
	Iteration 0F: 3 clusters Score -160251.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -161082.078125 Penalty: 3640.732910
	Iteration 1F: 3 clusters Score -161082.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -161546.984375 Penalty: 3640.732910
	Iteration 2F: 3 clusters Score -161547 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161872.078125 Penalty: 3640.732910
	Iteration 3F: 3 clusters Score -161872.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -162036.750000 Penalty: 3640.732910
	Iteration 4F: 3 clusters Score -162036.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -162104.312500 Penalty: 3640.732910
	Iteration 5Q: 3 clusters Score -162104.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -162162.609375 Penalty: 3640.732910
	Iteration 6Q: 3 clusters Score -162162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -162186.875000 Penalty: 3640.732910
	Iteration 7Q: 3 clusters Score -162186.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -162197.984375 Penalty: 3640.732910
	Iteration 8Q: 3 clusters Score -162198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162202.906250 Penalty: 3640.732910
	Iteration 9Q: 3 clusters Score -162202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -162210.125000 Penalty: 3640.732910
	Iteration 10Q: 3 clusters Score -162210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162218.750000 Penalty: 3640.732910
	Iteration 11Q: 3 clusters Score -162218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -162258.593750 Penalty: 3640.732910
	Iteration 12Q: 3 clusters Score -162258.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -162285.640625 Penalty: 3640.732910
	Iteration 13Q: 3 clusters Score -162285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -162305.218750 Penalty: 3640.732910
	Iteration 14Q: 3 clusters Score -162305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -162315.312500 Penalty: 3640.732910
	Iteration 15Q: 3 clusters Score -162315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -162321.265625 Penalty: 3640.732910
	Iteration 16Q: 3 clusters Score -162321.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -162322.156250 Penalty: 3640.732910
	Iteration 17Q: 3 clusters Score -162322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162323.015625 Penalty: 3640.732910
	Iteration 18Q: 3 clusters Score -162323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -162324.390625 Penalty: 3640.732910
	Iteration 19Q: 3 clusters Score -162324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -162324.625000 Penalty: 3640.732910
	Iteration 20F: 3 clusters Score -162324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -162325.250000 Penalty: 3640.732910
	Iteration 21Q: 3 clusters Score -162325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -162325.250000 Penalty: 3640.732910
	Iteration 22F: 3 clusters Score -162325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (165019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165019 members 
Entering Unmasked Estep 
Score: -20406134.000000 Penalty: 2979.426270
	Iteration 0F: 2 clusters Score -2.040613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -20298606.000000 Penalty: 5958.852539
	Iteration 0F: 3 clusters Score -2.029861e+07 nChanged 79132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -20344386.000000 Penalty: 5958.852539
	Iteration 1F: 3 clusters Score -2.034439e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -20346140.000000 Penalty: 5958.852539
	Iteration 2Q: 3 clusters Score -2.034614e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98079 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -20349310.000000 Penalty: 5958.852539
	Iteration 3Q: 3 clusters Score -2.034931e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -20354688.000000 Penalty: 5958.852539
	Iteration 4F: 3 clusters Score -2.035469e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118124 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -20364104.000000 Penalty: 5958.852539
	Iteration 5F: 3 clusters Score -2.03641e+07 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -20376484.000000 Penalty: 5958.852539
	Iteration 6F: 3 clusters Score -2.037648e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143220 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -20389008.000000 Penalty: 5958.852539
	Iteration 7F: 3 clusters Score -2.038901e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150829 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -20397162.000000 Penalty: 5958.852539
	Iteration 8Q: 3 clusters Score -2.039716e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -20401014.000000 Penalty: 5958.852539
	Iteration 9Q: 3 clusters Score -2.040101e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156559 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -20402556.000000 Penalty: 5958.852539
	Iteration 10Q: 3 clusters Score -2.040256e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -20403240.000000 Penalty: 5958.852539
	Iteration 11Q: 3 clusters Score -2.040324e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158730 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -20403530.000000 Penalty: 5958.852539
	Iteration 12Q: 3 clusters Score -2.040353e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159453 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -20403694.000000 Penalty: 5958.852539
	Iteration 13Q: 3 clusters Score -2.040369e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -20403798.000000 Penalty: 5958.852539
	Iteration 14Q: 3 clusters Score -2.04038e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160567 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -20403884.000000 Penalty: 5958.852539
	Iteration 15Q: 3 clusters Score -2.040388e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -20403958.000000 Penalty: 5958.852539
	Iteration 16Q: 3 clusters Score -2.040396e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -20403974.000000 Penalty: 5958.852539
	Iteration 17Q: 3 clusters Score -2.040397e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161622 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20404000.000000 Penalty: 5958.852539
	Iteration 18Q: 3 clusters Score -2.0404e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161883 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20404080.000000 Penalty: 5958.852539
	Iteration 19Q: 3 clusters Score -2.040408e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162135 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -20404134.000000 Penalty: 5958.852539
	Iteration 20F: 3 clusters Score -2.040413e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162329 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -20404126.000000 Penalty: 5958.852539
	Iteration 21Q: 3 clusters Score -2.040413e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -20404138.000000 Penalty: 5958.852539
	Iteration 22Q: 3 clusters Score -2.040414e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -20404146.000000 Penalty: 5958.852539
	Iteration 23Q: 3 clusters Score -2.040415e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162686 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -20404114.000000 Penalty: 5958.852539
	Iteration 24Q: 3 clusters Score -2.040411e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -20404130.000000 Penalty: 5958.852539
	Iteration 25Q: 3 clusters Score -2.040413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162819 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -20404130.000000 Penalty: 5958.852539
	Iteration 26Q: 3 clusters Score -2.040413e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20404118.000000 Penalty: 5958.852539
	Iteration 27Q: 3 clusters Score -2.040412e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -20404128.000000 Penalty: 5958.852539
	Iteration 28Q: 3 clusters Score -2.040413e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162973 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20404114.000000 Penalty: 5958.852539
	Iteration 29Q: 3 clusters Score -2.040411e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163022 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20404078.000000 Penalty: 5958.852539
	Iteration 30Q: 3 clusters Score -2.040408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -20404054.000000 Penalty: 5958.852539
	Iteration 31Q: 3 clusters Score -2.040405e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20404064.000000 Penalty: 5958.852539
	Iteration 32Q: 3 clusters Score -2.040406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -20404054.000000 Penalty: 5958.852539
	Iteration 33Q: 3 clusters Score -2.040405e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163196 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20404054.000000 Penalty: 5958.852539
	Iteration 34Q: 3 clusters Score -2.040405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20404066.000000 Penalty: 5958.852539
	Iteration 35Q: 3 clusters Score -2.040407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -20404040.000000 Penalty: 5958.852539
	Iteration 36Q: 3 clusters Score -2.040404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -20404042.000000 Penalty: 5958.852539
	Iteration 37Q: 3 clusters Score -2.040404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163314 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -20404026.000000 Penalty: 5958.852539
	Iteration 38Q: 3 clusters Score -2.040403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20404030.000000 Penalty: 5958.852539
	Iteration 39Q: 3 clusters Score -2.040403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -20404012.000000 Penalty: 5958.852539
	Iteration 40F: 3 clusters Score -2.040401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163345 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20404020.000000 Penalty: 5958.852539
	Iteration 41Q: 3 clusters Score -2.040402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163362 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -20404038.000000 Penalty: 5958.852539
	Iteration 42Q: 3 clusters Score -2.040404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20404026.000000 Penalty: 5958.852539
	Iteration 43Q: 3 clusters Score -2.040403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -20404038.000000 Penalty: 5958.852539
	Iteration 44Q: 3 clusters Score -2.040404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -20404034.000000 Penalty: 5958.852539
	Iteration 45Q: 3 clusters Score -2.040403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -20404062.000000 Penalty: 5958.852539
	Iteration 46Q: 3 clusters Score -2.040406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20404058.000000 Penalty: 5958.852539
	Iteration 47Q: 3 clusters Score -2.040406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20404056.000000 Penalty: 5958.852539
	Iteration 48Q: 3 clusters Score -2.040406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20404058.000000 Penalty: 5958.852539
	Iteration 49Q: 3 clusters Score -2.040406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -20404054.000000 Penalty: 5958.852539
	Iteration 50Q: 3 clusters Score -2.040405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -20404048.000000 Penalty: 5958.852539
	Iteration 51Q: 3 clusters Score -2.040405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20404060.000000 Penalty: 5958.852539
	Iteration 52Q: 3 clusters Score -2.040406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20404054.000000 Penalty: 5958.852539
	Iteration 53Q: 3 clusters Score -2.040405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20404062.000000 Penalty: 5958.852539
	Iteration 54Q: 3 clusters Score -2.040406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163451 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20404058.000000 Penalty: 5958.852539
	Iteration 55Q: 3 clusters Score -2.040406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20404052.000000 Penalty: 5958.852539
	Iteration 56Q: 3 clusters Score -2.040405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20404052.000000 Penalty: 5958.852539
	Iteration 57F: 3 clusters Score -2.040405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Entering Unmasked Estep 
Score: -6021785.000000 Penalty: 2676.333496
	Iteration 0F: 2 clusters Score -6021785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -5989075.000000 Penalty: 5352.666992
	Iteration 0F: 3 clusters Score -5989075 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -6001522.500000 Penalty: 5352.666992
	Iteration 1F: 3 clusters Score -6001522 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -6002144.000000 Penalty: 5352.666992
	Iteration 2Q: 3 clusters Score -6002144 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6002878.000000 Penalty: 5352.666992
	Iteration 3Q: 3 clusters Score -6002878 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6003823.500000 Penalty: 5352.666992
	Iteration 4Q: 3 clusters Score -6003824 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -6005363.500000 Penalty: 5352.666992
	Iteration 5F: 3 clusters Score -6005364 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -6007769.500000 Penalty: 5352.666992
	Iteration 6F: 3 clusters Score -6007770 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -6011201.000000 Penalty: 5352.666992
	Iteration 7F: 3 clusters Score -6011201 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -6014740.500000 Penalty: 5352.666992
	Iteration 8F: 3 clusters Score -6014740 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6017273.500000 Penalty: 5352.666992
	Iteration 9F: 3 clusters Score -6017274 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6018641.500000 Penalty: 5352.666992
	Iteration 10Q: 3 clusters Score -6018642 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6019311.500000 Penalty: 5352.666992
	Iteration 11Q: 3 clusters Score -6019312 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6019609.000000 Penalty: 5352.666992
	Iteration 12Q: 3 clusters Score -6019609 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6019791.500000 Penalty: 5352.666992
	Iteration 13Q: 3 clusters Score -6019792 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6019896.000000 Penalty: 5352.666992
	Iteration 14Q: 3 clusters Score -6019896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6019961.500000 Penalty: 5352.666992
	Iteration 15Q: 3 clusters Score -6019962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6020004.000000 Penalty: 5352.666992
	Iteration 16Q: 3 clusters Score -6020004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6020026.000000 Penalty: 5352.666992
	Iteration 17Q: 3 clusters Score -6020026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6020046.000000 Penalty: 5352.666992
	Iteration 18Q: 3 clusters Score -6020046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6020081.500000 Penalty: 5352.666992
	Iteration 19Q: 3 clusters Score -6020082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6020102.500000 Penalty: 5352.666992
	Iteration 20F: 3 clusters Score -6020102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6020122.500000 Penalty: 5352.666992
	Iteration 21Q: 3 clusters Score -6020122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6020132.500000 Penalty: 5352.666992
	Iteration 22Q: 3 clusters Score -6020132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6020144.500000 Penalty: 5352.666992
	Iteration 23Q: 3 clusters Score -6020144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6020155.500000 Penalty: 5352.666992
	Iteration 24Q: 3 clusters Score -6020156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6020157.000000 Penalty: 5352.666992
	Iteration 25Q: 3 clusters Score -6020157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6020169.000000 Penalty: 5352.666992
	Iteration 26Q: 3 clusters Score -6020169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6020167.500000 Penalty: 5352.666992
	Iteration 27Q: 3 clusters Score -6020168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6020175.000000 Penalty: 5352.666992
	Iteration 28Q: 3 clusters Score -6020175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6020177.000000 Penalty: 5352.666992
	Iteration 29Q: 3 clusters Score -6020177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6020179.000000 Penalty: 5352.666992
	Iteration 30Q: 3 clusters Score -6020179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6020183.500000 Penalty: 5352.666992
	Iteration 31Q: 3 clusters Score -6020184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6020186.500000 Penalty: 5352.666992
	Iteration 32Q: 3 clusters Score -6020186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6020188.000000 Penalty: 5352.666992
	Iteration 33Q: 3 clusters Score -6020188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6020181.000000 Penalty: 5352.666992
	Iteration 34Q: 3 clusters Score -6020181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6020185.500000 Penalty: 5352.666992
	Iteration 35Q: 3 clusters Score -6020186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6020193.000000 Penalty: 5352.666992
	Iteration 36Q: 3 clusters Score -6020193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6020188.000000 Penalty: 5352.666992
	Iteration 37Q: 3 clusters Score -6020188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6020198.000000 Penalty: 5352.666992
	Iteration 38Q: 3 clusters Score -6020198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6020204.000000 Penalty: 5352.666992
	Iteration 39Q: 3 clusters Score -6020204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6020203.000000 Penalty: 5352.666992
	Iteration 40F: 3 clusters Score -6020203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6020202.000000 Penalty: 5352.666992
	Iteration 41Q: 3 clusters Score -6020202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6020202.000000 Penalty: 5352.666992
	Iteration 42F: 3 clusters Score -6020202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Entering Unmasked Estep 
Score: -13705200.000000 Penalty: 2879.326660
	Iteration 0F: 2 clusters Score -1.37052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -13631495.000000 Penalty: 5758.653320
	Iteration 0F: 3 clusters Score -1.36315e+07 nChanged 52331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -13661137.000000 Penalty: 5758.653320
	Iteration 1F: 3 clusters Score -1.366114e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -13661985.000000 Penalty: 5758.653320
	Iteration 2Q: 3 clusters Score -1.366198e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -13662910.000000 Penalty: 5758.653320
	Iteration 3Q: 3 clusters Score -1.366291e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -13664116.000000 Penalty: 5758.653320
	Iteration 4Q: 3 clusters Score -1.366412e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -13665981.000000 Penalty: 5758.653320
	Iteration 5Q: 3 clusters Score -1.366598e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -13669209.000000 Penalty: 5758.653320
	Iteration 6F: 3 clusters Score -1.366921e+07 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -13674612.000000 Penalty: 5758.653320
	Iteration 7F: 3 clusters Score -1.367461e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -13682179.000000 Penalty: 5758.653320
	Iteration 8F: 3 clusters Score -1.368218e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -13690490.000000 Penalty: 5758.653320
	Iteration 9F: 3 clusters Score -1.369049e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 104043 members 
Entering Unmasked Estep 
Score: -13696943.000000 Penalty: 5758.653320
	Iteration 10F: 3 clusters Score -1.369694e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -13700391.000000 Penalty: 5758.653320
	Iteration 11Q: 3 clusters Score -1.370039e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 109224 members 
Entering Unmasked Estep 
Score: -13701741.000000 Penalty: 5758.653320
	Iteration 12Q: 3 clusters Score -1.370174e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -13702247.000000 Penalty: 5758.653320
	Iteration 13Q: 3 clusters Score -1.370225e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -13702405.000000 Penalty: 5758.653320
	Iteration 14Q: 3 clusters Score -1.37024e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 109930 members 
Entering Unmasked Estep 
Score: -13702496.000000 Penalty: 5758.653320
	Iteration 15Q: 3 clusters Score -1.37025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -13702552.000000 Penalty: 5758.653320
	Iteration 16Q: 3 clusters Score -1.370255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 109968 members 
Entering Unmasked Estep 
Score: -13702603.000000 Penalty: 5758.653320
	Iteration 17Q: 3 clusters Score -1.37026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 109975 members 
Entering Unmasked Estep 
Score: -13702607.000000 Penalty: 5758.653320
	Iteration 18Q: 3 clusters Score -1.370261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -13702621.000000 Penalty: 5758.653320
	Iteration 19Q: 3 clusters Score -1.370262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 109981 members 
Entering Unmasked Estep 
Score: -13702626.000000 Penalty: 5758.653320
	Iteration 20F: 3 clusters Score -1.370263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -13702647.000000 Penalty: 5758.653320
	Iteration 21Q: 3 clusters Score -1.370265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -13702652.000000 Penalty: 5758.653320
	Iteration 22Q: 3 clusters Score -1.370265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109992 members 
Entering Unmasked Estep 
Score: -13702660.000000 Penalty: 5758.653320
	Iteration 23Q: 3 clusters Score -1.370266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
Score: -13702655.000000 Penalty: 5758.653320
	Iteration 24Q: 3 clusters Score -1.370266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -13702655.000000 Penalty: 5758.653320
	Iteration 25Q: 3 clusters Score -1.370266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -13702660.000000 Penalty: 5758.653320
	Iteration 26Q: 3 clusters Score -1.370266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 109996 members 
Entering Unmasked Estep 
Score: -13702662.000000 Penalty: 5758.653320
	Iteration 27Q: 3 clusters Score -1.370266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109994 members 
Entering Unmasked Estep 
Score: -13702666.000000 Penalty: 5758.653320
	Iteration 28Q: 3 clusters Score -1.370267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -13702664.000000 Penalty: 5758.653320
	Iteration 29Q: 3 clusters Score -1.370266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -13702664.000000 Penalty: 5758.653320
	Iteration 30F: 3 clusters Score -1.370266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -790954.437500 Penalty: 2186.873535
	Iteration 0F: 2 clusters Score -790954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -785345.625000 Penalty: 4373.747070
	Iteration 0F: 3 clusters Score -785345.6 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -786923.187500 Penalty: 4373.747070
	Iteration 1F: 3 clusters Score -786923.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -787286.187500 Penalty: 4373.747070
	Iteration 2F: 3 clusters Score -787286.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -787568.312500 Penalty: 4373.747070
	Iteration 3F: 3 clusters Score -787568.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -787843.187500 Penalty: 4373.747070
	Iteration 4F: 3 clusters Score -787843.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -788180.750000 Penalty: 4373.747070
	Iteration 5F: 3 clusters Score -788180.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -788529.750000 Penalty: 4373.747070
	Iteration 6F: 3 clusters Score -788529.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -788846.375000 Penalty: 4373.747070
	Iteration 7F: 3 clusters Score -788846.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -789085.250000 Penalty: 4373.747070
	Iteration 8Q: 3 clusters Score -789085.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -789257.937500 Penalty: 4373.747070
	Iteration 9Q: 3 clusters Score -789257.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -789391.312500 Penalty: 4373.747070
	Iteration 10Q: 3 clusters Score -789391.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -789487.875000 Penalty: 4373.747070
	Iteration 11Q: 3 clusters Score -789487.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -789558.125000 Penalty: 4373.747070
	Iteration 12Q: 3 clusters Score -789558.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -789607.500000 Penalty: 4373.747070
	Iteration 13Q: 3 clusters Score -789607.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -789638.875000 Penalty: 4373.747070
	Iteration 14Q: 3 clusters Score -789638.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -789662.500000 Penalty: 4373.747070
	Iteration 15Q: 3 clusters Score -789662.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -789674.250000 Penalty: 4373.747070
	Iteration 16Q: 3 clusters Score -789674.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -789683.812500 Penalty: 4373.747070
	Iteration 17Q: 3 clusters Score -789683.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -789687.875000 Penalty: 4373.747070
	Iteration 18Q: 3 clusters Score -789687.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -789696.750000 Penalty: 4373.747070
	Iteration 19Q: 3 clusters Score -789696.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -789704.000000 Penalty: 4373.747070
	Iteration 20F: 3 clusters Score -789704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -789707.625000 Penalty: 4373.747070
	Iteration 21Q: 3 clusters Score -789707.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -789715.812500 Penalty: 4373.747070
	Iteration 22Q: 3 clusters Score -789715.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -789722.812500 Penalty: 4373.747070
	Iteration 23Q: 3 clusters Score -789722.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -789727.125000 Penalty: 4373.747070
	Iteration 24Q: 3 clusters Score -789727.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -789727.750000 Penalty: 4373.747070
	Iteration 25Q: 3 clusters Score -789727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -789730.562500 Penalty: 4373.747070
	Iteration 26Q: 3 clusters Score -789730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -789731.750000 Penalty: 4373.747070
	Iteration 27Q: 3 clusters Score -789731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -789737.375000 Penalty: 4373.747070
	Iteration 28Q: 3 clusters Score -789737.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -789738.500000 Penalty: 4373.747070
	Iteration 29Q: 3 clusters Score -789738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -789739.187500 Penalty: 4373.747070
	Iteration 30Q: 3 clusters Score -789739.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -789741.375000 Penalty: 4373.747070
	Iteration 31Q: 3 clusters Score -789741.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -789744.625000 Penalty: 4373.747070
	Iteration 32Q: 3 clusters Score -789744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -789744.750000 Penalty: 4373.747070
	Iteration 33Q: 3 clusters Score -789744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -789747.375000 Penalty: 4373.747070
	Iteration 34Q: 3 clusters Score -789747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -789746.875000 Penalty: 4373.747070
	Iteration 35Q: 3 clusters Score -789746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -789747.000000 Penalty: 4373.747070
	Iteration 36Q: 3 clusters Score -789747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -789746.875000 Penalty: 4373.747070
	Iteration 37Q: 3 clusters Score -789746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -789748.562500 Penalty: 4373.747070
	Iteration 38Q: 3 clusters Score -789748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -789748.750000 Penalty: 4373.747070
	Iteration 39Q: 3 clusters Score -789748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -789747.937500 Penalty: 4373.747070
	Iteration 40F: 3 clusters Score -789747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -158983.656250 Penalty: 1810.851929
	Iteration 0F: 2 clusters Score -158983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156717.703125 Penalty: 3621.703857
	Iteration 0F: 3 clusters Score -156717.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -157217.125000 Penalty: 3621.703857
	Iteration 1F: 3 clusters Score -157217.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -157524.765625 Penalty: 3621.703857
	Iteration 2F: 3 clusters Score -157524.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -157820.328125 Penalty: 3621.703857
	Iteration 3F: 3 clusters Score -157820.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -158148.437500 Penalty: 3621.703857
	Iteration 4F: 3 clusters Score -158148.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -158441.593750 Penalty: 3621.703857
	Iteration 5F: 3 clusters Score -158441.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158675.750000 Penalty: 3621.703857
	Iteration 6F: 3 clusters Score -158675.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -158948.953125 Penalty: 3621.703857
	Iteration 7Q: 3 clusters Score -158949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -159199.281250 Penalty: 3621.703857
	Iteration 8Q: 3 clusters Score -159199.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -159307.296875 Penalty: 3621.703857
	Iteration 9Q: 3 clusters Score -159307.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159347.968750 Penalty: 3621.703857
	Iteration 10Q: 3 clusters Score -159348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159393.796875 Penalty: 3621.703857
	Iteration 11Q: 3 clusters Score -159393.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159433.921875 Penalty: 3621.703857
	Iteration 12Q: 3 clusters Score -159433.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159555.250000 Penalty: 3621.703857
	Iteration 13Q: 3 clusters Score -159555.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -159767.578125 Penalty: 3621.703857
	Iteration 14Q: 3 clusters Score -159767.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159885.046875 Penalty: 3621.703857
	Iteration 15Q: 3 clusters Score -159885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -159897.375000 Penalty: 3621.703857
	Iteration 16Q: 3 clusters Score -159897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159899.890625 Penalty: 3621.703857
	Iteration 17Q: 3 clusters Score -159899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -159901.187500 Penalty: 3621.703857
	Iteration 18Q: 3 clusters Score -159901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159902.343750 Penalty: 3621.703857
	Iteration 19Q: 3 clusters Score -159902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159902.343750 Penalty: 3621.703857
	Iteration 20F: 3 clusters Score -159902.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 65537 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 178554 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 165019 members 
Mstep: Class 7 contains 48614 members 
Mstep: Class 8 contains 110215 members 
Mstep: Class 9 contains 6755 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 122679 members 
Mstep: Class 13 contains 69543 members 
Mstep: Class 14 contains 161077 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166308 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 78446 members 
Mstep: Class 21 contains 29191 members 
Mstep: Class 22 contains 11457 members 
Mstep: Class 23 contains 152427 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 170381 members 
Mstep: Class 26 contains 688 members 
Entering Unmasked Estep 
Score: -194696224.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194696688.000000 to -194696224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -81114.398438 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -81114.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -79421.992188 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -79421.99 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79773.554688 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -79773.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80057.312500 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -80057.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80306.281250 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -80306.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -80459.578125 Penalty: 3268.789307
	Iteration 4F: 3 clusters Score -80459.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80571.695312 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -80571.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80689.742188 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -80689.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80745.265625 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -80745.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -80773.687500 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -80773.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -80795.007812 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -80795.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80797.070312 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -80797.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80797.070312 Penalty: 3268.789307
	Iteration 11F: 3 clusters Score -80797.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (122679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122679 members 
Entering Unmasked Estep 
Score: -15253890.000000 Penalty: 2905.896973
	Iteration 0F: 2 clusters Score -1.525389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -15172823.000000 Penalty: 5811.793945
	Iteration 0F: 3 clusters Score -1.517282e+07 nChanged 58163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -15206005.000000 Penalty: 5811.793945
	Iteration 1F: 3 clusters Score -1.5206e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -15206920.000000 Penalty: 5811.793945
	Iteration 2Q: 3 clusters Score -1.520692e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -15208361.000000 Penalty: 5811.793945
	Iteration 3Q: 3 clusters Score -1.520836e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -15210450.000000 Penalty: 5811.793945
	Iteration 4Q: 3 clusters Score -1.521045e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80951 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -15214252.000000 Penalty: 5811.793945
	Iteration 5F: 3 clusters Score -1.521425e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -15220687.000000 Penalty: 5811.793945
	Iteration 6F: 3 clusters Score -1.522069e+07 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -15230139.000000 Penalty: 5811.793945
	Iteration 7F: 3 clusters Score -1.523014e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111655 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -15240428.000000 Penalty: 5811.793945
	Iteration 8F: 3 clusters Score -1.524043e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -15247202.000000 Penalty: 5811.793945
	Iteration 9F: 3 clusters Score -1.52472e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121335 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -15249878.000000 Penalty: 5811.793945
	Iteration 10Q: 3 clusters Score -1.524988e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122231 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -15250824.000000 Penalty: 5811.793945
	Iteration 11Q: 3 clusters Score -1.525082e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15251080.000000 Penalty: 5811.793945
	Iteration 12Q: 3 clusters Score -1.525108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15251159.000000 Penalty: 5811.793945
	Iteration 13Q: 3 clusters Score -1.525116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122459 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15251179.000000 Penalty: 5811.793945
	Iteration 14Q: 3 clusters Score -1.525118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122464 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15251193.000000 Penalty: 5811.793945
	Iteration 15Q: 3 clusters Score -1.525119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122470 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -15251214.000000 Penalty: 5811.793945
	Iteration 16Q: 3 clusters Score -1.525121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122473 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15251203.000000 Penalty: 5811.793945
	Iteration 17Q: 3 clusters Score -1.52512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122473 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15251203.000000 Penalty: 5811.793945
	Iteration 18F: 3 clusters Score -1.52512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Entering Unmasked Estep 
Score: -8263979.500000 Penalty: 2765.125732
	Iteration 0F: 2 clusters Score -8263980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -8217391.000000 Penalty: 5530.251465
	Iteration 0F: 3 clusters Score -8217391 nChanged 32676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -8235665.000000 Penalty: 5530.251465
	Iteration 1F: 3 clusters Score -8235665 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -8236270.000000 Penalty: 5530.251465
	Iteration 2Q: 3 clusters Score -8236270 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -8236804.000000 Penalty: 5530.251465
	Iteration 3Q: 3 clusters Score -8236804 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -8237455.500000 Penalty: 5530.251465
	Iteration 4Q: 3 clusters Score -8237456 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -8238275.000000 Penalty: 5530.251465
	Iteration 5Q: 3 clusters Score -8238275 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8239249.000000 Penalty: 5530.251465
	Iteration 6Q: 3 clusters Score -8239249 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -8240805.500000 Penalty: 5530.251465
	Iteration 7Q: 3 clusters Score -8240806 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -8242958.500000 Penalty: 5530.251465
	Iteration 8F: 3 clusters Score -8242958 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -8246049.000000 Penalty: 5530.251465
	Iteration 9F: 3 clusters Score -8246049 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -8249910.000000 Penalty: 5530.251465
	Iteration 10F: 3 clusters Score -8249910 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -8254325.500000 Penalty: 5530.251465
	Iteration 11F: 3 clusters Score -8254326 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -8257834.500000 Penalty: 5530.251465
	Iteration 12F: 3 clusters Score -8257834 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8260110.500000 Penalty: 5530.251465
	Iteration 13Q: 3 clusters Score -8260110 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -8261053.500000 Penalty: 5530.251465
	Iteration 14Q: 3 clusters Score -8261054 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -8261400.500000 Penalty: 5530.251465
	Iteration 15Q: 3 clusters Score -8261400 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -8261578.000000 Penalty: 5530.251465
	Iteration 16Q: 3 clusters Score -8261578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8261631.000000 Penalty: 5530.251465
	Iteration 17Q: 3 clusters Score -8261631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -8261667.500000 Penalty: 5530.251465
	Iteration 18Q: 3 clusters Score -8261668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -8261682.000000 Penalty: 5530.251465
	Iteration 19Q: 3 clusters Score -8261682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -8261699.500000 Penalty: 5530.251465
	Iteration 20F: 3 clusters Score -8261700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -8261711.500000 Penalty: 5530.251465
	Iteration 21Q: 3 clusters Score -8261712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 69180 members 
Entering Unmasked Estep 
Score: -8261717.000000 Penalty: 5530.251465
	Iteration 22Q: 3 clusters Score -8261717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -8261729.000000 Penalty: 5530.251465
	Iteration 23Q: 3 clusters Score -8261729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -8261745.500000 Penalty: 5530.251465
	Iteration 24Q: 3 clusters Score -8261746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -8261747.000000 Penalty: 5530.251465
	Iteration 25Q: 3 clusters Score -8261747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -8261760.000000 Penalty: 5530.251465
	Iteration 26Q: 3 clusters Score -8261760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -8261761.500000 Penalty: 5530.251465
	Iteration 27Q: 3 clusters Score -8261762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -8261768.000000 Penalty: 5530.251465
	Iteration 28Q: 3 clusters Score -8261768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -8261768.000000 Penalty: 5530.251465
	Iteration 29F: 3 clusters Score -8261768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161077 members 
Entering Unmasked Estep 
Score: -19952168.000000 Penalty: 2973.430176
	Iteration 0F: 2 clusters Score -1.995217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -19845792.000000 Penalty: 5946.860352
	Iteration 0F: 3 clusters Score -1.984579e+07 nChanged 77041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -19891282.000000 Penalty: 5946.860352
	Iteration 1F: 3 clusters Score -1.989128e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -19892128.000000 Penalty: 5946.860352
	Iteration 2Q: 3 clusters Score -1.989213e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -19893200.000000 Penalty: 5946.860352
	Iteration 3Q: 3 clusters Score -1.98932e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -19894538.000000 Penalty: 5946.860352
	Iteration 4Q: 3 clusters Score -1.989454e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -19896092.000000 Penalty: 5946.860352
	Iteration 5Q: 3 clusters Score -1.989609e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -19898056.000000 Penalty: 5946.860352
	Iteration 6Q: 3 clusters Score -1.989806e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -19900880.000000 Penalty: 5946.860352
	Iteration 7Q: 3 clusters Score -1.990088e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -19904908.000000 Penalty: 5946.860352
	Iteration 8Q: 3 clusters Score -1.990491e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -19910274.000000 Penalty: 5946.860352
	Iteration 9F: 3 clusters Score -1.991027e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 113975 members 
Entering Unmasked Estep 
Score: -19916958.000000 Penalty: 5946.860352
	Iteration 10F: 3 clusters Score -1.991696e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -19923770.000000 Penalty: 5946.860352
	Iteration 11F: 3 clusters Score -1.992377e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 125935 members 
Entering Unmasked Estep 
Score: -19929620.000000 Penalty: 5946.860352
	Iteration 12Q: 3 clusters Score -1.992962e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -19933420.000000 Penalty: 5946.860352
	Iteration 13Q: 3 clusters Score -1.993342e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -19936088.000000 Penalty: 5946.860352
	Iteration 14Q: 3 clusters Score -1.993609e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 137646 members 
Entering Unmasked Estep 
Score: -19938090.000000 Penalty: 5946.860352
	Iteration 15Q: 3 clusters Score -1.993809e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -19940208.000000 Penalty: 5946.860352
	Iteration 16Q: 3 clusters Score -1.994021e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -19942176.000000 Penalty: 5946.860352
	Iteration 17Q: 3 clusters Score -1.994218e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -19944070.000000 Penalty: 5946.860352
	Iteration 18Q: 3 clusters Score -1.994407e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 149887 members 
Entering Unmasked Estep 
Score: -19945856.000000 Penalty: 5946.860352
	Iteration 19Q: 3 clusters Score -1.994586e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -19947372.000000 Penalty: 5946.860352
	Iteration 20F: 3 clusters Score -1.994737e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -19948544.000000 Penalty: 5946.860352
	Iteration 21Q: 3 clusters Score -1.994854e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 155348 members 
Entering Unmasked Estep 
Score: -19949322.000000 Penalty: 5946.860352
	Iteration 22Q: 3 clusters Score -1.994932e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 156436 members 
Entering Unmasked Estep 
Score: -19949994.000000 Penalty: 5946.860352
	Iteration 23Q: 3 clusters Score -1.994999e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -19950526.000000 Penalty: 5946.860352
	Iteration 24Q: 3 clusters Score -1.995053e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 157895 members 
Entering Unmasked Estep 
Score: -19950904.000000 Penalty: 5946.860352
	Iteration 25Q: 3 clusters Score -1.99509e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -19951162.000000 Penalty: 5946.860352
	Iteration 26Q: 3 clusters Score -1.995116e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 158566 members 
Entering Unmasked Estep 
Score: -19951300.000000 Penalty: 5946.860352
	Iteration 27Q: 3 clusters Score -1.99513e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -19951368.000000 Penalty: 5946.860352
	Iteration 28Q: 3 clusters Score -1.995137e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 158891 members 
Entering Unmasked Estep 
Score: -19951434.000000 Penalty: 5946.860352
	Iteration 29Q: 3 clusters Score -1.995143e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 158991 members 
Entering Unmasked Estep 
Score: -19951444.000000 Penalty: 5946.860352
	Iteration 30Q: 3 clusters Score -1.995144e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 159075 members 
Entering Unmasked Estep 
Score: -19951476.000000 Penalty: 5946.860352
	Iteration 31Q: 3 clusters Score -1.995148e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -19951500.000000 Penalty: 5946.860352
	Iteration 32Q: 3 clusters Score -1.99515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -19951492.000000 Penalty: 5946.860352
	Iteration 33Q: 3 clusters Score -1.995149e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -19951520.000000 Penalty: 5946.860352
	Iteration 34Q: 3 clusters Score -1.995152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 159237 members 
Entering Unmasked Estep 
Score: -19951518.000000 Penalty: 5946.860352
	Iteration 35Q: 3 clusters Score -1.995152e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 159248 members 
Entering Unmasked Estep 
Score: -19951546.000000 Penalty: 5946.860352
	Iteration 36Q: 3 clusters Score -1.995155e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -19951524.000000 Penalty: 5946.860352
	Iteration 37Q: 3 clusters Score -1.995152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -19951530.000000 Penalty: 5946.860352
	Iteration 38Q: 3 clusters Score -1.995153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -19951520.000000 Penalty: 5946.860352
	Iteration 39Q: 3 clusters Score -1.995152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -19951592.000000 Penalty: 5946.860352
	Iteration 40F: 3 clusters Score -1.995159e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -19951650.000000 Penalty: 5946.860352
	Iteration 41Q: 3 clusters Score -1.995165e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -19951682.000000 Penalty: 5946.860352
	Iteration 42Q: 3 clusters Score -1.995168e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -19951664.000000 Penalty: 5946.860352
	Iteration 43Q: 3 clusters Score -1.995166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -19951698.000000 Penalty: 5946.860352
	Iteration 44Q: 3 clusters Score -1.99517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -19951700.000000 Penalty: 5946.860352
	Iteration 45Q: 3 clusters Score -1.99517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 159295 members 
Entering Unmasked Estep 
Score: -19951716.000000 Penalty: 5946.860352
	Iteration 46Q: 3 clusters Score -1.995172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -19951732.000000 Penalty: 5946.860352
	Iteration 47Q: 3 clusters Score -1.995173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 159308 members 
Entering Unmasked Estep 
Score: -19951714.000000 Penalty: 5946.860352
	Iteration 48Q: 3 clusters Score -1.995171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 159321 members 
Entering Unmasked Estep 
Score: -19951704.000000 Penalty: 5946.860352
	Iteration 49Q: 3 clusters Score -1.99517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -19951730.000000 Penalty: 5946.860352
	Iteration 50Q: 3 clusters Score -1.995173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -19951718.000000 Penalty: 5946.860352
	Iteration 51Q: 3 clusters Score -1.995172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -19951722.000000 Penalty: 5946.860352
	Iteration 52Q: 3 clusters Score -1.995172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -19951732.000000 Penalty: 5946.860352
	Iteration 53Q: 3 clusters Score -1.995173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -19951718.000000 Penalty: 5946.860352
	Iteration 54Q: 3 clusters Score -1.995172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -19951724.000000 Penalty: 5946.860352
	Iteration 55Q: 3 clusters Score -1.995172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -19951734.000000 Penalty: 5946.860352
	Iteration 56Q: 3 clusters Score -1.995173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -19951736.000000 Penalty: 5946.860352
	Iteration 57Q: 3 clusters Score -1.995174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 159352 members 
Entering Unmasked Estep 
Score: -19951736.000000 Penalty: 5946.860352
	Iteration 58F: 3 clusters Score -1.995174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -311718.843750 Penalty: 1944.300049
	Iteration 0F: 2 clusters Score -311718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -308739.781250 Penalty: 3888.600098
	Iteration 0F: 3 clusters Score -308739.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -309314.062500 Penalty: 3888.600098
	Iteration 1F: 3 clusters Score -309314.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -309443.812500 Penalty: 3888.600098
	Iteration 2F: 3 clusters Score -309443.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -309518.343750 Penalty: 3888.600098
	Iteration 3Q: 3 clusters Score -309518.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -309566.093750 Penalty: 3888.600098
	Iteration 4Q: 3 clusters Score -309566.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -309590.593750 Penalty: 3888.600098
	Iteration 5Q: 3 clusters Score -309590.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -309606.593750 Penalty: 3888.600098
	Iteration 6Q: 3 clusters Score -309606.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -309617.031250 Penalty: 3888.600098
	Iteration 7Q: 3 clusters Score -309617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -309629.031250 Penalty: 3888.600098
	Iteration 8Q: 3 clusters Score -309629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -309638.562500 Penalty: 3888.600098
	Iteration 9Q: 3 clusters Score -309638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -309648.625000 Penalty: 3888.600098
	Iteration 10Q: 3 clusters Score -309648.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -309655.875000 Penalty: 3888.600098
	Iteration 11Q: 3 clusters Score -309655.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -309662.625000 Penalty: 3888.600098
	Iteration 12Q: 3 clusters Score -309662.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -309671.906250 Penalty: 3888.600098
	Iteration 13Q: 3 clusters Score -309671.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -309677.281250 Penalty: 3888.600098
	Iteration 14Q: 3 clusters Score -309677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -309683.593750 Penalty: 3888.600098
	Iteration 15Q: 3 clusters Score -309683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309690.687500 Penalty: 3888.600098
	Iteration 16Q: 3 clusters Score -309690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309696.750000 Penalty: 3888.600098
	Iteration 17Q: 3 clusters Score -309696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -309702.812500 Penalty: 3888.600098
	Iteration 18Q: 3 clusters Score -309702.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -309710.437500 Penalty: 3888.600098
	Iteration 19Q: 3 clusters Score -309710.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -309719.343750 Penalty: 3888.600098
	Iteration 20F: 3 clusters Score -309719.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -309731.718750 Penalty: 3888.600098
	Iteration 21Q: 3 clusters Score -309731.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -309738.062500 Penalty: 3888.600098
	Iteration 22Q: 3 clusters Score -309738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -309749.031250 Penalty: 3888.600098
	Iteration 23Q: 3 clusters Score -309749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -309756.281250 Penalty: 3888.600098
	Iteration 24Q: 3 clusters Score -309756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -309761.218750 Penalty: 3888.600098
	Iteration 25Q: 3 clusters Score -309761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -309771.093750 Penalty: 3888.600098
	Iteration 26Q: 3 clusters Score -309771.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -309784.031250 Penalty: 3888.600098
	Iteration 27Q: 3 clusters Score -309784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -309789.093750 Penalty: 3888.600098
	Iteration 28Q: 3 clusters Score -309789.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -309794.250000 Penalty: 3888.600098
	Iteration 29Q: 3 clusters Score -309794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -309799.687500 Penalty: 3888.600098
	Iteration 30Q: 3 clusters Score -309799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -309804.062500 Penalty: 3888.600098
	Iteration 31Q: 3 clusters Score -309804.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -309810.906250 Penalty: 3888.600098
	Iteration 32Q: 3 clusters Score -309810.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -309822.156250 Penalty: 3888.600098
	Iteration 33Q: 3 clusters Score -309822.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -309832.468750 Penalty: 3888.600098
	Iteration 34Q: 3 clusters Score -309832.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -309840.281250 Penalty: 3888.600098
	Iteration 35Q: 3 clusters Score -309840.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -309848.406250 Penalty: 3888.600098
	Iteration 36Q: 3 clusters Score -309848.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -309854.031250 Penalty: 3888.600098
	Iteration 37Q: 3 clusters Score -309854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -309857.531250 Penalty: 3888.600098
	Iteration 38Q: 3 clusters Score -309857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -309861.000000 Penalty: 3888.600098
	Iteration 39Q: 3 clusters Score -309861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -309866.875000 Penalty: 3888.600098
	Iteration 40F: 3 clusters Score -309866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -309869.562500 Penalty: 3888.600098
	Iteration 41Q: 3 clusters Score -309869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -309875.375000 Penalty: 3888.600098
	Iteration 42Q: 3 clusters Score -309875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -309877.625000 Penalty: 3888.600098
	Iteration 43Q: 3 clusters Score -309877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309878.968750 Penalty: 3888.600098
	Iteration 44Q: 3 clusters Score -309879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309881.656250 Penalty: 3888.600098
	Iteration 45Q: 3 clusters Score -309881.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -309882.781250 Penalty: 3888.600098
	Iteration 46Q: 3 clusters Score -309882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -309882.781250 Penalty: 3888.600098
	Iteration 47F: 3 clusters Score -309882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78302.429688 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78302.43 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78536.140625 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78536.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78616.695312 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78616.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78665.007812 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78665.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78715.937500 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78715.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78777.242188 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78777.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78835.726562 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78835.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78909.640625 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78909.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78994.257812 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78994.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79099.500000 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79099.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79141.445312 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79141.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79170.851562 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79170.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79197.929688 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79197.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79222.875000 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79222.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79254.445312 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79254.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79279.585938 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79279.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79303.195312 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79314.296875 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79314.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79314.296875 Penalty: 3260.545166
	Iteration 18F: 3 clusters Score -79314.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166308 members 
Entering Unmasked Estep 
Score: -20689906.000000 Penalty: 2981.355957
	Iteration 0F: 2 clusters Score -2.068991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -20581742.000000 Penalty: 5962.711914
	Iteration 0F: 3 clusters Score -2.058174e+07 nChanged 79405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -20628306.000000 Penalty: 5962.711914
	Iteration 1F: 3 clusters Score -2.062831e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -20629872.000000 Penalty: 5962.711914
	Iteration 2Q: 3 clusters Score -2.062987e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -20632398.000000 Penalty: 5962.711914
	Iteration 3Q: 3 clusters Score -2.06324e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 67202 members 
Entering Unmasked Estep 
Score: -20636676.000000 Penalty: 5962.711914
	Iteration 4F: 3 clusters Score -2.063668e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -20643714.000000 Penalty: 5962.711914
	Iteration 5F: 3 clusters Score -2.064371e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -20653112.000000 Penalty: 5962.711914
	Iteration 6F: 3 clusters Score -2.065311e+07 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128198 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -20664386.000000 Penalty: 5962.711914
	Iteration 7F: 3 clusters Score -2.066439e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137019 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -20673684.000000 Penalty: 5962.711914
	Iteration 8F: 3 clusters Score -2.067368e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -20679664.000000 Penalty: 5962.711914
	Iteration 9Q: 3 clusters Score -2.067966e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -20682812.000000 Penalty: 5962.711914
	Iteration 10Q: 3 clusters Score -2.068281e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -20684618.000000 Penalty: 5962.711914
	Iteration 11Q: 3 clusters Score -2.068462e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151493 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -20685604.000000 Penalty: 5962.711914
	Iteration 12Q: 3 clusters Score -2.06856e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153255 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -20686236.000000 Penalty: 5962.711914
	Iteration 13Q: 3 clusters Score -2.068624e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154797 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -20686572.000000 Penalty: 5962.711914
	Iteration 14Q: 3 clusters Score -2.068657e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -20686976.000000 Penalty: 5962.711914
	Iteration 15Q: 3 clusters Score -2.068698e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157273 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -20687228.000000 Penalty: 5962.711914
	Iteration 16Q: 3 clusters Score -2.068723e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -20687496.000000 Penalty: 5962.711914
	Iteration 17Q: 3 clusters Score -2.06875e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -20687702.000000 Penalty: 5962.711914
	Iteration 18Q: 3 clusters Score -2.06877e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -20687812.000000 Penalty: 5962.711914
	Iteration 19Q: 3 clusters Score -2.068781e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160368 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -20687916.000000 Penalty: 5962.711914
	Iteration 20F: 3 clusters Score -2.068792e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160876 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -20688026.000000 Penalty: 5962.711914
	Iteration 21Q: 3 clusters Score -2.068803e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -20688038.000000 Penalty: 5962.711914
	Iteration 22Q: 3 clusters Score -2.068804e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161627 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -20688092.000000 Penalty: 5962.711914
	Iteration 23Q: 3 clusters Score -2.068809e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -20688064.000000 Penalty: 5962.711914
	Iteration 24Q: 3 clusters Score -2.068806e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162179 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -20688104.000000 Penalty: 5962.711914
	Iteration 25Q: 3 clusters Score -2.06881e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -20688142.000000 Penalty: 5962.711914
	Iteration 26Q: 3 clusters Score -2.068814e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20688172.000000 Penalty: 5962.711914
	Iteration 27Q: 3 clusters Score -2.068817e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20688196.000000 Penalty: 5962.711914
	Iteration 28Q: 3 clusters Score -2.06882e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -20688190.000000 Penalty: 5962.711914
	Iteration 29Q: 3 clusters Score -2.068819e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163035 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -20688138.000000 Penalty: 5962.711914
	Iteration 30Q: 3 clusters Score -2.068814e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163149 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -20688144.000000 Penalty: 5962.711914
	Iteration 31Q: 3 clusters Score -2.068814e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163250 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -20688154.000000 Penalty: 5962.711914
	Iteration 32Q: 3 clusters Score -2.068815e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -20688146.000000 Penalty: 5962.711914
	Iteration 33Q: 3 clusters Score -2.068815e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -20688138.000000 Penalty: 5962.711914
	Iteration 34Q: 3 clusters Score -2.068814e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -20688152.000000 Penalty: 5962.711914
	Iteration 35Q: 3 clusters Score -2.068815e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163493 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -20688182.000000 Penalty: 5962.711914
	Iteration 36Q: 3 clusters Score -2.068818e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20688254.000000 Penalty: 5962.711914
	Iteration 37Q: 3 clusters Score -2.068825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -20688266.000000 Penalty: 5962.711914
	Iteration 38Q: 3 clusters Score -2.068827e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163596 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20688290.000000 Penalty: 5962.711914
	Iteration 39Q: 3 clusters Score -2.068829e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20688280.000000 Penalty: 5962.711914
	Iteration 40F: 3 clusters Score -2.068828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20688288.000000 Penalty: 5962.711914
	Iteration 41Q: 3 clusters Score -2.068829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -20688306.000000 Penalty: 5962.711914
	Iteration 42Q: 3 clusters Score -2.068831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163697 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20688298.000000 Penalty: 5962.711914
	Iteration 43Q: 3 clusters Score -2.06883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -20688292.000000 Penalty: 5962.711914
	Iteration 44Q: 3 clusters Score -2.068829e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -20688296.000000 Penalty: 5962.711914
	Iteration 45Q: 3 clusters Score -2.06883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20688306.000000 Penalty: 5962.711914
	Iteration 46Q: 3 clusters Score -2.068831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -20688308.000000 Penalty: 5962.711914
	Iteration 47Q: 3 clusters Score -2.068831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20688314.000000 Penalty: 5962.711914
	Iteration 48Q: 3 clusters Score -2.068831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20688302.000000 Penalty: 5962.711914
	Iteration 49Q: 3 clusters Score -2.06883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -20688312.000000 Penalty: 5962.711914
	Iteration 50Q: 3 clusters Score -2.068831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163740 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20688298.000000 Penalty: 5962.711914
	Iteration 51Q: 3 clusters Score -2.06883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -20688300.000000 Penalty: 5962.711914
	Iteration 52Q: 3 clusters Score -2.06883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20688308.000000 Penalty: 5962.711914
	Iteration 53Q: 3 clusters Score -2.068831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20688308.000000 Penalty: 5962.711914
	Iteration 54F: 3 clusters Score -2.068831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1537024.125000 Penalty: 2343.401611
	Iteration 0F: 2 clusters Score -1537024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1527658.250000 Penalty: 4686.803223
	Iteration 0F: 3 clusters Score -1527658 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1530622.125000 Penalty: 4686.803223
	Iteration 1F: 3 clusters Score -1530622 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1531045.375000 Penalty: 4686.803223
	Iteration 2F: 3 clusters Score -1531045 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1531461.000000 Penalty: 4686.803223
	Iteration 3F: 3 clusters Score -1531461 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1532009.750000 Penalty: 4686.803223
	Iteration 4F: 3 clusters Score -1532010 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1532720.000000 Penalty: 4686.803223
	Iteration 5F: 3 clusters Score -1532720 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1533493.500000 Penalty: 4686.803223
	Iteration 6F: 3 clusters Score -1533494 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1534112.750000 Penalty: 4686.803223
	Iteration 7F: 3 clusters Score -1534113 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1534540.000000 Penalty: 4686.803223
	Iteration 8F: 3 clusters Score -1534540 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1534811.875000 Penalty: 4686.803223
	Iteration 9Q: 3 clusters Score -1534812 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1535017.250000 Penalty: 4686.803223
	Iteration 10Q: 3 clusters Score -1535017 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1535179.375000 Penalty: 4686.803223
	Iteration 11Q: 3 clusters Score -1535179 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1535297.125000 Penalty: 4686.803223
	Iteration 12Q: 3 clusters Score -1535297 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1535380.875000 Penalty: 4686.803223
	Iteration 13Q: 3 clusters Score -1535381 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1535462.000000 Penalty: 4686.803223
	Iteration 14Q: 3 clusters Score -1535462 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1535535.750000 Penalty: 4686.803223
	Iteration 15Q: 3 clusters Score -1535536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1535587.375000 Penalty: 4686.803223
	Iteration 16Q: 3 clusters Score -1535587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1535618.625000 Penalty: 4686.803223
	Iteration 17Q: 3 clusters Score -1535619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1535649.000000 Penalty: 4686.803223
	Iteration 18Q: 3 clusters Score -1535649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1535682.125000 Penalty: 4686.803223
	Iteration 19Q: 3 clusters Score -1535682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1535705.875000 Penalty: 4686.803223
	Iteration 20F: 3 clusters Score -1535706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1535725.375000 Penalty: 4686.803223
	Iteration 21Q: 3 clusters Score -1535725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1535740.000000 Penalty: 4686.803223
	Iteration 22Q: 3 clusters Score -1535740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1535748.750000 Penalty: 4686.803223
	Iteration 23Q: 3 clusters Score -1535749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1535759.750000 Penalty: 4686.803223
	Iteration 24Q: 3 clusters Score -1535760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1535763.375000 Penalty: 4686.803223
	Iteration 25Q: 3 clusters Score -1535763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1535772.375000 Penalty: 4686.803223
	Iteration 26Q: 3 clusters Score -1535772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1535774.500000 Penalty: 4686.803223
	Iteration 27Q: 3 clusters Score -1535774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1535776.250000 Penalty: 4686.803223
	Iteration 28Q: 3 clusters Score -1535776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1535775.250000 Penalty: 4686.803223
	Iteration 29Q: 3 clusters Score -1535775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1535774.375000 Penalty: 4686.803223
	Iteration 30Q: 3 clusters Score -1535774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1535778.000000 Penalty: 4686.803223
	Iteration 31Q: 3 clusters Score -1535778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1535776.750000 Penalty: 4686.803223
	Iteration 32Q: 3 clusters Score -1535777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1535781.625000 Penalty: 4686.803223
	Iteration 33Q: 3 clusters Score -1535782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1535784.000000 Penalty: 4686.803223
	Iteration 34Q: 3 clusters Score -1535784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1535789.000000 Penalty: 4686.803223
	Iteration 35Q: 3 clusters Score -1535789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1535794.375000 Penalty: 4686.803223
	Iteration 36Q: 3 clusters Score -1535794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1535793.750000 Penalty: 4686.803223
	Iteration 37Q: 3 clusters Score -1535794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1535797.125000 Penalty: 4686.803223
	Iteration 38Q: 3 clusters Score -1535797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1535796.000000 Penalty: 4686.803223
	Iteration 39Q: 3 clusters Score -1535796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1535798.000000 Penalty: 4686.803223
	Iteration 40F: 3 clusters Score -1535798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1535799.000000 Penalty: 4686.803223
	Iteration 41Q: 3 clusters Score -1535799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1535803.625000 Penalty: 4686.803223
	Iteration 42Q: 3 clusters Score -1535804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1535804.125000 Penalty: 4686.803223
	Iteration 43Q: 3 clusters Score -1535804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1535810.375000 Penalty: 4686.803223
	Iteration 44Q: 3 clusters Score -1535810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1535808.000000 Penalty: 4686.803223
	Iteration 45Q: 3 clusters Score -1535808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1535809.125000 Penalty: 4686.803223
	Iteration 46Q: 3 clusters Score -1535809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1535807.375000 Penalty: 4686.803223
	Iteration 47Q: 3 clusters Score -1535807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1535807.250000 Penalty: 4686.803223
	Iteration 48Q: 3 clusters Score -1535807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1535808.875000 Penalty: 4686.803223
	Iteration 49Q: 3 clusters Score -1535809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1535809.375000 Penalty: 4686.803223
	Iteration 50Q: 3 clusters Score -1535809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1535809.375000 Penalty: 4686.803223
	Iteration 51Q: 3 clusters Score -1535809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1535809.375000 Penalty: 4686.803223
	Iteration 52Q: 3 clusters Score -1535809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1535812.875000 Penalty: 4686.803223
	Iteration 53Q: 3 clusters Score -1535813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1535812.000000 Penalty: 4686.803223
	Iteration 54Q: 3 clusters Score -1535812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1535812.375000 Penalty: 4686.803223
	Iteration 55Q: 3 clusters Score -1535812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1535814.000000 Penalty: 4686.803223
	Iteration 56Q: 3 clusters Score -1535814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1535816.500000 Penalty: 4686.803223
	Iteration 57Q: 3 clusters Score -1535816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1535818.750000 Penalty: 4686.803223
	Iteration 58Q: 3 clusters Score -1535819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1535817.500000 Penalty: 4686.803223
	Iteration 59Q: 3 clusters Score -1535818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1535821.000000 Penalty: 4686.803223
	Iteration 60F: 3 clusters Score -1535821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1535822.125000 Penalty: 4686.803223
	Iteration 61Q: 3 clusters Score -1535822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1535823.375000 Penalty: 4686.803223
	Iteration 62Q: 3 clusters Score -1535823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1535825.125000 Penalty: 4686.803223
	Iteration 63Q: 3 clusters Score -1535825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1535825.125000 Penalty: 4686.803223
	Iteration 64Q: 3 clusters Score -1535825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1535826.250000 Penalty: 4686.803223
	Iteration 65Q: 3 clusters Score -1535826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1535826.250000 Penalty: 4686.803223
	Iteration 66Q: 3 clusters Score -1535826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1535826.250000 Penalty: 4686.803223
	Iteration 67F: 3 clusters Score -1535826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -563207.812500 Penalty: 2105.373779
	Iteration 0F: 2 clusters Score -563207.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -558816.250000 Penalty: 4210.747559
	Iteration 0F: 3 clusters Score -558816.2 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -559898.750000 Penalty: 4210.747559
	Iteration 1F: 3 clusters Score -559898.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -560174.062500 Penalty: 4210.747559
	Iteration 2F: 3 clusters Score -560174.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -560372.312500 Penalty: 4210.747559
	Iteration 3F: 3 clusters Score -560372.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -560518.812500 Penalty: 4210.747559
	Iteration 4Q: 3 clusters Score -560518.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -560646.937500 Penalty: 4210.747559
	Iteration 5Q: 3 clusters Score -560646.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -560744.312500 Penalty: 4210.747559
	Iteration 6Q: 3 clusters Score -560744.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -560818.375000 Penalty: 4210.747559
	Iteration 7Q: 3 clusters Score -560818.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -560891.187500 Penalty: 4210.747559
	Iteration 8Q: 3 clusters Score -560891.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -560951.812500 Penalty: 4210.747559
	Iteration 9Q: 3 clusters Score -560951.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -561007.500000 Penalty: 4210.747559
	Iteration 10Q: 3 clusters Score -561007.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -561058.187500 Penalty: 4210.747559
	Iteration 11Q: 3 clusters Score -561058.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -561113.000000 Penalty: 4210.747559
	Iteration 12Q: 3 clusters Score -561113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -561162.625000 Penalty: 4210.747559
	Iteration 13Q: 3 clusters Score -561162.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -561195.875000 Penalty: 4210.747559
	Iteration 14Q: 3 clusters Score -561195.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -561229.250000 Penalty: 4210.747559
	Iteration 15Q: 3 clusters Score -561229.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -561263.500000 Penalty: 4210.747559
	Iteration 16Q: 3 clusters Score -561263.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -561299.125000 Penalty: 4210.747559
	Iteration 17Q: 3 clusters Score -561299.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -561340.312500 Penalty: 4210.747559
	Iteration 18Q: 3 clusters Score -561340.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -561374.062500 Penalty: 4210.747559
	Iteration 19Q: 3 clusters Score -561374.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -561401.312500 Penalty: 4210.747559
	Iteration 20F: 3 clusters Score -561401.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -561417.062500 Penalty: 4210.747559
	Iteration 21Q: 3 clusters Score -561417.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -561432.187500 Penalty: 4210.747559
	Iteration 22Q: 3 clusters Score -561432.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -561449.500000 Penalty: 4210.747559
	Iteration 23Q: 3 clusters Score -561449.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -561464.375000 Penalty: 4210.747559
	Iteration 24Q: 3 clusters Score -561464.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -561478.312500 Penalty: 4210.747559
	Iteration 25Q: 3 clusters Score -561478.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -561491.875000 Penalty: 4210.747559
	Iteration 26Q: 3 clusters Score -561491.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -561499.312500 Penalty: 4210.747559
	Iteration 27Q: 3 clusters Score -561499.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -561505.875000 Penalty: 4210.747559
	Iteration 28Q: 3 clusters Score -561505.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -561514.187500 Penalty: 4210.747559
	Iteration 29Q: 3 clusters Score -561514.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -561516.687500 Penalty: 4210.747559
	Iteration 30Q: 3 clusters Score -561516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -561518.562500 Penalty: 4210.747559
	Iteration 31Q: 3 clusters Score -561518.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -561526.375000 Penalty: 4210.747559
	Iteration 32Q: 3 clusters Score -561526.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -561529.875000 Penalty: 4210.747559
	Iteration 33Q: 3 clusters Score -561529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -561533.687500 Penalty: 4210.747559
	Iteration 34Q: 3 clusters Score -561533.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -561539.312500 Penalty: 4210.747559
	Iteration 35Q: 3 clusters Score -561539.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -561543.187500 Penalty: 4210.747559
	Iteration 36Q: 3 clusters Score -561543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -561547.500000 Penalty: 4210.747559
	Iteration 37Q: 3 clusters Score -561547.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -561550.687500 Penalty: 4210.747559
	Iteration 38Q: 3 clusters Score -561550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -561552.187500 Penalty: 4210.747559
	Iteration 39Q: 3 clusters Score -561552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -561555.562500 Penalty: 4210.747559
	Iteration 40F: 3 clusters Score -561555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -561560.750000 Penalty: 4210.747559
	Iteration 41Q: 3 clusters Score -561560.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -561565.375000 Penalty: 4210.747559
	Iteration 42Q: 3 clusters Score -561565.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -561573.375000 Penalty: 4210.747559
	Iteration 43Q: 3 clusters Score -561573.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -561576.875000 Penalty: 4210.747559
	Iteration 44Q: 3 clusters Score -561576.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -561580.875000 Penalty: 4210.747559
	Iteration 45Q: 3 clusters Score -561580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -561586.187500 Penalty: 4210.747559
	Iteration 46Q: 3 clusters Score -561586.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -561592.312500 Penalty: 4210.747559
	Iteration 47Q: 3 clusters Score -561592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -561596.937500 Penalty: 4210.747559
	Iteration 48Q: 3 clusters Score -561596.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -561603.562500 Penalty: 4210.747559
	Iteration 49Q: 3 clusters Score -561603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -561609.937500 Penalty: 4210.747559
	Iteration 50Q: 3 clusters Score -561609.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -561613.875000 Penalty: 4210.747559
	Iteration 51Q: 3 clusters Score -561613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -561619.312500 Penalty: 4210.747559
	Iteration 52Q: 3 clusters Score -561619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -561620.312500 Penalty: 4210.747559
	Iteration 53Q: 3 clusters Score -561620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -561626.250000 Penalty: 4210.747559
	Iteration 54Q: 3 clusters Score -561626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -561629.312500 Penalty: 4210.747559
	Iteration 55Q: 3 clusters Score -561629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -561634.125000 Penalty: 4210.747559
	Iteration 56Q: 3 clusters Score -561634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -561639.250000 Penalty: 4210.747559
	Iteration 57Q: 3 clusters Score -561639.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -561644.562500 Penalty: 4210.747559
	Iteration 58Q: 3 clusters Score -561644.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -561655.437500 Penalty: 4210.747559
	Iteration 59Q: 3 clusters Score -561655.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -561663.687500 Penalty: 4210.747559
	Iteration 60F: 3 clusters Score -561663.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -561671.750000 Penalty: 4210.747559
	Iteration 61Q: 3 clusters Score -561671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -561676.875000 Penalty: 4210.747559
	Iteration 62Q: 3 clusters Score -561676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -561683.000000 Penalty: 4210.747559
	Iteration 63Q: 3 clusters Score -561683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -561688.500000 Penalty: 4210.747559
	Iteration 64Q: 3 clusters Score -561688.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -561693.250000 Penalty: 4210.747559
	Iteration 65Q: 3 clusters Score -561693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -561701.375000 Penalty: 4210.747559
	Iteration 66Q: 3 clusters Score -561701.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -561708.375000 Penalty: 4210.747559
	Iteration 67Q: 3 clusters Score -561708.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -561711.250000 Penalty: 4210.747559
	Iteration 68Q: 3 clusters Score -561711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -561713.812500 Penalty: 4210.747559
	Iteration 69Q: 3 clusters Score -561713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -561715.687500 Penalty: 4210.747559
	Iteration 70Q: 3 clusters Score -561715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -561718.125000 Penalty: 4210.747559
	Iteration 71Q: 3 clusters Score -561718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -561719.250000 Penalty: 4210.747559
	Iteration 72Q: 3 clusters Score -561719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -561721.312500 Penalty: 4210.747559
	Iteration 73Q: 3 clusters Score -561721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -561725.937500 Penalty: 4210.747559
	Iteration 74Q: 3 clusters Score -561725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -561727.625000 Penalty: 4210.747559
	Iteration 75Q: 3 clusters Score -561727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -561731.812500 Penalty: 4210.747559
	Iteration 76Q: 3 clusters Score -561731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -561735.500000 Penalty: 4210.747559
	Iteration 77Q: 3 clusters Score -561735.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -561740.812500 Penalty: 4210.747559
	Iteration 78Q: 3 clusters Score -561740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -561748.187500 Penalty: 4210.747559
	Iteration 79Q: 3 clusters Score -561748.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -561757.250000 Penalty: 4210.747559
	Iteration 80F: 3 clusters Score -561757.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -561762.562500 Penalty: 4210.747559
	Iteration 81Q: 3 clusters Score -561762.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -561769.812500 Penalty: 4210.747559
	Iteration 82Q: 3 clusters Score -561769.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -561777.875000 Penalty: 4210.747559
	Iteration 83Q: 3 clusters Score -561777.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -561781.187500 Penalty: 4210.747559
	Iteration 84Q: 3 clusters Score -561781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -561780.500000 Penalty: 4210.747559
	Iteration 85Q: 3 clusters Score -561780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -561779.812500 Penalty: 4210.747559
	Iteration 86Q: 3 clusters Score -561779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -561781.312500 Penalty: 4210.747559
	Iteration 87Q: 3 clusters Score -561781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -561782.687500 Penalty: 4210.747559
	Iteration 88Q: 3 clusters Score -561782.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -561784.812500 Penalty: 4210.747559
	Iteration 89Q: 3 clusters Score -561784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -561785.875000 Penalty: 4210.747559
	Iteration 90Q: 3 clusters Score -561785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -561788.500000 Penalty: 4210.747559
	Iteration 91Q: 3 clusters Score -561788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -561788.437500 Penalty: 4210.747559
	Iteration 92Q: 3 clusters Score -561788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -561788.500000 Penalty: 4210.747559
	Iteration 93Q: 3 clusters Score -561788.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -561788.500000 Penalty: 4210.747559
	Iteration 94F: 3 clusters Score -561788.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Entering Unmasked Estep 
Score: -9698212.000000 Penalty: 2795.000977
	Iteration 0F: 2 clusters Score -9698212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -9645566.000000 Penalty: 5590.001953
	Iteration 0F: 3 clusters Score -9645566 nChanged 36716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -9666355.000000 Penalty: 5590.001953
	Iteration 1F: 3 clusters Score -9666355 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -9666933.000000 Penalty: 5590.001953
	Iteration 2Q: 3 clusters Score -9666933 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -9667587.000000 Penalty: 5590.001953
	Iteration 3Q: 3 clusters Score -9667587 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -9668466.000000 Penalty: 5590.001953
	Iteration 4Q: 3 clusters Score -9668466 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -9669687.000000 Penalty: 5590.001953
	Iteration 5Q: 3 clusters Score -9669687 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -9671711.000000 Penalty: 5590.001953
	Iteration 6F: 3 clusters Score -9671711 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -9674922.000000 Penalty: 5590.001953
	Iteration 7F: 3 clusters Score -9674922 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -9679266.000000 Penalty: 5590.001953
	Iteration 8F: 3 clusters Score -9679266 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -9684198.000000 Penalty: 5590.001953
	Iteration 9F: 3 clusters Score -9684198 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -9688586.000000 Penalty: 5590.001953
	Iteration 10F: 3 clusters Score -9688586 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -9691396.000000 Penalty: 5590.001953
	Iteration 11Q: 3 clusters Score -9691396 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -9692935.000000 Penalty: 5590.001953
	Iteration 12Q: 3 clusters Score -9692935 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -9693698.000000 Penalty: 5590.001953
	Iteration 13Q: 3 clusters Score -9693698 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -9694178.000000 Penalty: 5590.001953
	Iteration 14Q: 3 clusters Score -9694178 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -9694557.000000 Penalty: 5590.001953
	Iteration 15Q: 3 clusters Score -9694557 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72055 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -9694826.000000 Penalty: 5590.001953
	Iteration 16Q: 3 clusters Score -9694826 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72576 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -9695045.000000 Penalty: 5590.001953
	Iteration 17Q: 3 clusters Score -9695045 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -9695295.000000 Penalty: 5590.001953
	Iteration 18Q: 3 clusters Score -9695295 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -9695411.000000 Penalty: 5590.001953
	Iteration 19Q: 3 clusters Score -9695411 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -9695520.000000 Penalty: 5590.001953
	Iteration 20F: 3 clusters Score -9695520 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9695597.000000 Penalty: 5590.001953
	Iteration 21Q: 3 clusters Score -9695597 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74355 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9695685.000000 Penalty: 5590.001953
	Iteration 22Q: 3 clusters Score -9695685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9695771.000000 Penalty: 5590.001953
	Iteration 23Q: 3 clusters Score -9695771 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9695837.000000 Penalty: 5590.001953
	Iteration 24Q: 3 clusters Score -9695837 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -9695902.000000 Penalty: 5590.001953
	Iteration 25Q: 3 clusters Score -9695902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9695937.000000 Penalty: 5590.001953
	Iteration 26Q: 3 clusters Score -9695937 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9696001.000000 Penalty: 5590.001953
	Iteration 27Q: 3 clusters Score -9696001 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9696066.000000 Penalty: 5590.001953
	Iteration 28Q: 3 clusters Score -9696066 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9696081.000000 Penalty: 5590.001953
	Iteration 29Q: 3 clusters Score -9696081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9696127.000000 Penalty: 5590.001953
	Iteration 30Q: 3 clusters Score -9696127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9696149.000000 Penalty: 5590.001953
	Iteration 31Q: 3 clusters Score -9696149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9696150.000000 Penalty: 5590.001953
	Iteration 32Q: 3 clusters Score -9696150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9696164.000000 Penalty: 5590.001953
	Iteration 33Q: 3 clusters Score -9696164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9696176.000000 Penalty: 5590.001953
	Iteration 34Q: 3 clusters Score -9696176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -9696189.000000 Penalty: 5590.001953
	Iteration 35Q: 3 clusters Score -9696189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9696221.000000 Penalty: 5590.001953
	Iteration 36Q: 3 clusters Score -9696221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9696232.000000 Penalty: 5590.001953
	Iteration 37Q: 3 clusters Score -9696232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -9696236.000000 Penalty: 5590.001953
	Iteration 38Q: 3 clusters Score -9696236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9696223.000000 Penalty: 5590.001953
	Iteration 39Q: 3 clusters Score -9696223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9696237.000000 Penalty: 5590.001953
	Iteration 40F: 3 clusters Score -9696237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9696250.000000 Penalty: 5590.001953
	Iteration 41Q: 3 clusters Score -9696250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9696264.000000 Penalty: 5590.001953
	Iteration 42Q: 3 clusters Score -9696264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -9696281.000000 Penalty: 5590.001953
	Iteration 43Q: 3 clusters Score -9696281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76308 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9696294.000000 Penalty: 5590.001953
	Iteration 44Q: 3 clusters Score -9696294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9696297.000000 Penalty: 5590.001953
	Iteration 45Q: 3 clusters Score -9696297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9696301.000000 Penalty: 5590.001953
	Iteration 46Q: 3 clusters Score -9696301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9696303.000000 Penalty: 5590.001953
	Iteration 47Q: 3 clusters Score -9696303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9696287.000000 Penalty: 5590.001953
	Iteration 48Q: 3 clusters Score -9696287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9696294.000000 Penalty: 5590.001953
	Iteration 49Q: 3 clusters Score -9696294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9696308.000000 Penalty: 5590.001953
	Iteration 50Q: 3 clusters Score -9696308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9696303.000000 Penalty: 5590.001953
	Iteration 51Q: 3 clusters Score -9696303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9696313.000000 Penalty: 5590.001953
	Iteration 52Q: 3 clusters Score -9696313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9696316.000000 Penalty: 5590.001953
	Iteration 53Q: 3 clusters Score -9696316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9696308.000000 Penalty: 5590.001953
	Iteration 54Q: 3 clusters Score -9696308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9696334.000000 Penalty: 5590.001953
	Iteration 55Q: 3 clusters Score -9696334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9696332.000000 Penalty: 5590.001953
	Iteration 56Q: 3 clusters Score -9696332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9696336.000000 Penalty: 5590.001953
	Iteration 57Q: 3 clusters Score -9696336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9696325.000000 Penalty: 5590.001953
	Iteration 58Q: 3 clusters Score -9696325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9696329.000000 Penalty: 5590.001953
	Iteration 59Q: 3 clusters Score -9696329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9696327.000000 Penalty: 5590.001953
	Iteration 60F: 3 clusters Score -9696327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76514 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9696338.000000 Penalty: 5590.001953
	Iteration 61Q: 3 clusters Score -9696338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9696338.000000 Penalty: 5590.001953
	Iteration 62Q: 3 clusters Score -9696338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9696341.000000 Penalty: 5590.001953
	Iteration 63Q: 3 clusters Score -9696341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9696346.000000 Penalty: 5590.001953
	Iteration 64Q: 3 clusters Score -9696346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9696345.000000 Penalty: 5590.001953
	Iteration 65Q: 3 clusters Score -9696345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9696349.000000 Penalty: 5590.001953
	Iteration 66Q: 3 clusters Score -9696349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9696345.000000 Penalty: 5590.001953
	Iteration 67Q: 3 clusters Score -9696345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9696345.000000 Penalty: 5590.001953
	Iteration 68F: 3 clusters Score -9696345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Entering Unmasked Estep 
Score: -3395885.250000 Penalty: 2549.840576
	Iteration 0F: 2 clusters Score -3395885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3375992.000000 Penalty: 5099.681152
	Iteration 0F: 3 clusters Score -3375992 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3384005.250000 Penalty: 5099.681152
	Iteration 1F: 3 clusters Score -3384005 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3385406.500000 Penalty: 5099.681152
	Iteration 2F: 3 clusters Score -3385406 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3387138.750000 Penalty: 5099.681152
	Iteration 3F: 3 clusters Score -3387139 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3388909.500000 Penalty: 5099.681152
	Iteration 4F: 3 clusters Score -3388910 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3390378.000000 Penalty: 5099.681152
	Iteration 5F: 3 clusters Score -3390378 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3391432.000000 Penalty: 5099.681152
	Iteration 6F: 3 clusters Score -3391432 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3392123.500000 Penalty: 5099.681152
	Iteration 7Q: 3 clusters Score -3392124 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3392618.000000 Penalty: 5099.681152
	Iteration 8Q: 3 clusters Score -3392618 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3393070.000000 Penalty: 5099.681152
	Iteration 9Q: 3 clusters Score -3393070 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3393321.750000 Penalty: 5099.681152
	Iteration 10Q: 3 clusters Score -3393322 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3393500.250000 Penalty: 5099.681152
	Iteration 11Q: 3 clusters Score -3393500 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3393670.250000 Penalty: 5099.681152
	Iteration 12Q: 3 clusters Score -3393670 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3393779.250000 Penalty: 5099.681152
	Iteration 13Q: 3 clusters Score -3393779 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3393888.750000 Penalty: 5099.681152
	Iteration 14Q: 3 clusters Score -3393889 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3393983.500000 Penalty: 5099.681152
	Iteration 15Q: 3 clusters Score -3393984 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3394073.250000 Penalty: 5099.681152
	Iteration 16Q: 3 clusters Score -3394073 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3394155.500000 Penalty: 5099.681152
	Iteration 17Q: 3 clusters Score -3394156 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3394216.500000 Penalty: 5099.681152
	Iteration 18Q: 3 clusters Score -3394216 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3394275.250000 Penalty: 5099.681152
	Iteration 19Q: 3 clusters Score -3394275 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3394305.750000 Penalty: 5099.681152
	Iteration 20F: 3 clusters Score -3394306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3394344.250000 Penalty: 5099.681152
	Iteration 21Q: 3 clusters Score -3394344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3394389.000000 Penalty: 5099.681152
	Iteration 22Q: 3 clusters Score -3394389 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3394445.000000 Penalty: 5099.681152
	Iteration 23Q: 3 clusters Score -3394445 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3394487.250000 Penalty: 5099.681152
	Iteration 24Q: 3 clusters Score -3394487 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3394535.250000 Penalty: 5099.681152
	Iteration 25Q: 3 clusters Score -3394535 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3394568.500000 Penalty: 5099.681152
	Iteration 26Q: 3 clusters Score -3394568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3394617.500000 Penalty: 5099.681152
	Iteration 27Q: 3 clusters Score -3394618 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3394653.500000 Penalty: 5099.681152
	Iteration 28Q: 3 clusters Score -3394654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3394704.750000 Penalty: 5099.681152
	Iteration 29Q: 3 clusters Score -3394705 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3394742.000000 Penalty: 5099.681152
	Iteration 30Q: 3 clusters Score -3394742 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3394800.250000 Penalty: 5099.681152
	Iteration 31Q: 3 clusters Score -3394800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3394832.500000 Penalty: 5099.681152
	Iteration 32Q: 3 clusters Score -3394832 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3394874.250000 Penalty: 5099.681152
	Iteration 33Q: 3 clusters Score -3394874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3394893.250000 Penalty: 5099.681152
	Iteration 34Q: 3 clusters Score -3394893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3394931.500000 Penalty: 5099.681152
	Iteration 35Q: 3 clusters Score -3394932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3394963.000000 Penalty: 5099.681152
	Iteration 36Q: 3 clusters Score -3394963 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3394995.250000 Penalty: 5099.681152
	Iteration 37Q: 3 clusters Score -3394995 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3395039.500000 Penalty: 5099.681152
	Iteration 38Q: 3 clusters Score -3395040 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3395093.250000 Penalty: 5099.681152
	Iteration 39Q: 3 clusters Score -3395093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3395145.000000 Penalty: 5099.681152
	Iteration 40F: 3 clusters Score -3395145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3395169.750000 Penalty: 5099.681152
	Iteration 41Q: 3 clusters Score -3395170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3395194.750000 Penalty: 5099.681152
	Iteration 42Q: 3 clusters Score -3395195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3395201.250000 Penalty: 5099.681152
	Iteration 43Q: 3 clusters Score -3395201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -3395227.500000 Penalty: 5099.681152
	Iteration 44Q: 3 clusters Score -3395228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -3395253.750000 Penalty: 5099.681152
	Iteration 45Q: 3 clusters Score -3395254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3395263.000000 Penalty: 5099.681152
	Iteration 46Q: 3 clusters Score -3395263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -3395276.500000 Penalty: 5099.681152
	Iteration 47Q: 3 clusters Score -3395276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3395295.000000 Penalty: 5099.681152
	Iteration 48Q: 3 clusters Score -3395295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3395311.000000 Penalty: 5099.681152
	Iteration 49Q: 3 clusters Score -3395311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3395320.000000 Penalty: 5099.681152
	Iteration 50Q: 3 clusters Score -3395320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3395334.250000 Penalty: 5099.681152
	Iteration 51Q: 3 clusters Score -3395334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3395340.000000 Penalty: 5099.681152
	Iteration 52Q: 3 clusters Score -3395340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3395343.750000 Penalty: 5099.681152
	Iteration 53Q: 3 clusters Score -3395344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3395352.000000 Penalty: 5099.681152
	Iteration 54Q: 3 clusters Score -3395352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3395357.500000 Penalty: 5099.681152
	Iteration 55Q: 3 clusters Score -3395358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3395357.750000 Penalty: 5099.681152
	Iteration 56Q: 3 clusters Score -3395358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3395355.750000 Penalty: 5099.681152
	Iteration 57Q: 3 clusters Score -3395356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3395360.250000 Penalty: 5099.681152
	Iteration 58Q: 3 clusters Score -3395360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3395361.500000 Penalty: 5099.681152
	Iteration 59Q: 3 clusters Score -3395362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3395364.000000 Penalty: 5099.681152
	Iteration 60F: 3 clusters Score -3395364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3395367.750000 Penalty: 5099.681152
	Iteration 61Q: 3 clusters Score -3395368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3395366.500000 Penalty: 5099.681152
	Iteration 62Q: 3 clusters Score -3395366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3395369.750000 Penalty: 5099.681152
	Iteration 63Q: 3 clusters Score -3395370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -3395374.750000 Penalty: 5099.681152
	Iteration 64Q: 3 clusters Score -3395375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3395370.000000 Penalty: 5099.681152
	Iteration 65Q: 3 clusters Score -3395370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3395367.750000 Penalty: 5099.681152
	Iteration 66Q: 3 clusters Score -3395368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3395372.000000 Penalty: 5099.681152
	Iteration 67Q: 3 clusters Score -3395372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3395375.250000 Penalty: 5099.681152
	Iteration 68Q: 3 clusters Score -3395375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3395375.250000 Penalty: 5099.681152
	Iteration 69F: 3 clusters Score -3395375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Entering Unmasked Estep 
Score: -1411089.125000 Penalty: 2317.896484
	Iteration 0F: 2 clusters Score -1411089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1402521.625000 Penalty: 4635.792969
	Iteration 0F: 3 clusters Score -1402522 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1405003.375000 Penalty: 4635.792969
	Iteration 1F: 3 clusters Score -1405003 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1405260.875000 Penalty: 4635.792969
	Iteration 2F: 3 clusters Score -1405261 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1405447.500000 Penalty: 4635.792969
	Iteration 3Q: 3 clusters Score -1405448 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1405606.250000 Penalty: 4635.792969
	Iteration 4Q: 3 clusters Score -1405606 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1405737.625000 Penalty: 4635.792969
	Iteration 5Q: 3 clusters Score -1405738 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1405845.000000 Penalty: 4635.792969
	Iteration 6Q: 3 clusters Score -1405845 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1405960.125000 Penalty: 4635.792969
	Iteration 7Q: 3 clusters Score -1405960 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1406061.500000 Penalty: 4635.792969
	Iteration 8Q: 3 clusters Score -1406062 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1406177.875000 Penalty: 4635.792969
	Iteration 9Q: 3 clusters Score -1406178 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1406305.250000 Penalty: 4635.792969
	Iteration 10Q: 3 clusters Score -1406305 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1406455.875000 Penalty: 4635.792969
	Iteration 11Q: 3 clusters Score -1406456 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1406632.500000 Penalty: 4635.792969
	Iteration 12Q: 3 clusters Score -1406632 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1406853.375000 Penalty: 4635.792969
	Iteration 13Q: 3 clusters Score -1406853 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1407140.750000 Penalty: 4635.792969
	Iteration 14Q: 3 clusters Score -1407141 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1407467.500000 Penalty: 4635.792969
	Iteration 15Q: 3 clusters Score -1407468 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1407816.875000 Penalty: 4635.792969
	Iteration 16Q: 3 clusters Score -1407817 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1408131.375000 Penalty: 4635.792969
	Iteration 17Q: 3 clusters Score -1408131 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1408404.000000 Penalty: 4635.792969
	Iteration 18Q: 3 clusters Score -1408404 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1408614.250000 Penalty: 4635.792969
	Iteration 19Q: 3 clusters Score -1408614 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1408756.750000 Penalty: 4635.792969
	Iteration 20F: 3 clusters Score -1408757 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1408839.250000 Penalty: 4635.792969
	Iteration 21Q: 3 clusters Score -1408839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1408893.750000 Penalty: 4635.792969
	Iteration 22Q: 3 clusters Score -1408894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1408937.750000 Penalty: 4635.792969
	Iteration 23Q: 3 clusters Score -1408938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1408969.875000 Penalty: 4635.792969
	Iteration 24Q: 3 clusters Score -1408970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1408990.625000 Penalty: 4635.792969
	Iteration 25Q: 3 clusters Score -1408991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1409006.250000 Penalty: 4635.792969
	Iteration 26Q: 3 clusters Score -1409006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1409023.375000 Penalty: 4635.792969
	Iteration 27Q: 3 clusters Score -1409023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1409032.250000 Penalty: 4635.792969
	Iteration 28Q: 3 clusters Score -1409032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1409041.000000 Penalty: 4635.792969
	Iteration 29Q: 3 clusters Score -1409041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1409048.875000 Penalty: 4635.792969
	Iteration 30Q: 3 clusters Score -1409049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1409051.375000 Penalty: 4635.792969
	Iteration 31Q: 3 clusters Score -1409051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1409058.375000 Penalty: 4635.792969
	Iteration 32Q: 3 clusters Score -1409058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1409061.625000 Penalty: 4635.792969
	Iteration 33Q: 3 clusters Score -1409062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1409068.125000 Penalty: 4635.792969
	Iteration 34Q: 3 clusters Score -1409068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1409073.125000 Penalty: 4635.792969
	Iteration 35Q: 3 clusters Score -1409073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1409079.500000 Penalty: 4635.792969
	Iteration 36Q: 3 clusters Score -1409080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1409084.000000 Penalty: 4635.792969
	Iteration 37Q: 3 clusters Score -1409084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1409084.000000 Penalty: 4635.792969
	Iteration 38F: 3 clusters Score -1409084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Entering Unmasked Estep 
Score: -18672188.000000 Penalty: 2959.741211
	Iteration 0F: 2 clusters Score -1.867219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -18570708.000000 Penalty: 5919.482422
	Iteration 0F: 3 clusters Score -1.857071e+07 nChanged 72545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -18612860.000000 Penalty: 5919.482422
	Iteration 1F: 3 clusters Score -1.861286e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -18613942.000000 Penalty: 5919.482422
	Iteration 2Q: 3 clusters Score -1.861394e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -18615850.000000 Penalty: 5919.482422
	Iteration 3Q: 3 clusters Score -1.861585e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 59551 members 
Entering Unmasked Estep 
Score: -18619056.000000 Penalty: 5919.482422
	Iteration 4Q: 3 clusters Score -1.861906e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -18625002.000000 Penalty: 5919.482422
	Iteration 5F: 3 clusters Score -1.8625e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -18634482.000000 Penalty: 5919.482422
	Iteration 6F: 3 clusters Score -1.863448e+07 nChanged 13356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -18646796.000000 Penalty: 5919.482422
	Iteration 7F: 3 clusters Score -1.86468e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134917 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -18657692.000000 Penalty: 5919.482422
	Iteration 8F: 3 clusters Score -1.865769e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140344 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -18664664.000000 Penalty: 5919.482422
	Iteration 9Q: 3 clusters Score -1.866466e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -18668414.000000 Penalty: 5919.482422
	Iteration 10Q: 3 clusters Score -1.866841e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -18669786.000000 Penalty: 5919.482422
	Iteration 11Q: 3 clusters Score -1.866979e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142489 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -18670178.000000 Penalty: 5919.482422
	Iteration 12Q: 3 clusters Score -1.867018e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -18670354.000000 Penalty: 5919.482422
	Iteration 13Q: 3 clusters Score -1.867035e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -18670516.000000 Penalty: 5919.482422
	Iteration 14Q: 3 clusters Score -1.867052e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -18670656.000000 Penalty: 5919.482422
	Iteration 15Q: 3 clusters Score -1.867066e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142514 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -18670700.000000 Penalty: 5919.482422
	Iteration 16Q: 3 clusters Score -1.86707e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142496 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -18670712.000000 Penalty: 5919.482422
	Iteration 17Q: 3 clusters Score -1.867071e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -18670784.000000 Penalty: 5919.482422
	Iteration 18Q: 3 clusters Score -1.867078e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -18670832.000000 Penalty: 5919.482422
	Iteration 19Q: 3 clusters Score -1.867083e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -18670884.000000 Penalty: 5919.482422
	Iteration 20F: 3 clusters Score -1.867088e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142353 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -18670878.000000 Penalty: 5919.482422
	Iteration 21Q: 3 clusters Score -1.867088e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142305 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -18670872.000000 Penalty: 5919.482422
	Iteration 22Q: 3 clusters Score -1.867087e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142283 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -18670914.000000 Penalty: 5919.482422
	Iteration 23Q: 3 clusters Score -1.867091e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142265 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -18670900.000000 Penalty: 5919.482422
	Iteration 24Q: 3 clusters Score -1.86709e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142254 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -18670920.000000 Penalty: 5919.482422
	Iteration 25Q: 3 clusters Score -1.867092e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142235 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -18670920.000000 Penalty: 5919.482422
	Iteration 26Q: 3 clusters Score -1.867092e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -18670908.000000 Penalty: 5919.482422
	Iteration 27Q: 3 clusters Score -1.867091e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142200 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -18670906.000000 Penalty: 5919.482422
	Iteration 28Q: 3 clusters Score -1.867091e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142185 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -18670918.000000 Penalty: 5919.482422
	Iteration 29Q: 3 clusters Score -1.867092e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142172 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -18670930.000000 Penalty: 5919.482422
	Iteration 30Q: 3 clusters Score -1.867093e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142161 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -18670960.000000 Penalty: 5919.482422
	Iteration 31Q: 3 clusters Score -1.867096e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142145 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -18670962.000000 Penalty: 5919.482422
	Iteration 32Q: 3 clusters Score -1.867096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142134 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -18670938.000000 Penalty: 5919.482422
	Iteration 33Q: 3 clusters Score -1.867094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -18670936.000000 Penalty: 5919.482422
	Iteration 34Q: 3 clusters Score -1.867094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -18670950.000000 Penalty: 5919.482422
	Iteration 35Q: 3 clusters Score -1.867095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142121 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -18670964.000000 Penalty: 5919.482422
	Iteration 36Q: 3 clusters Score -1.867096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -18670948.000000 Penalty: 5919.482422
	Iteration 37Q: 3 clusters Score -1.867095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142121 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -18670948.000000 Penalty: 5919.482422
	Iteration 38Q: 3 clusters Score -1.867095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142120 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -18670944.000000 Penalty: 5919.482422
	Iteration 39Q: 3 clusters Score -1.867094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142116 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -18670922.000000 Penalty: 5919.482422
	Iteration 40F: 3 clusters Score -1.867092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142118 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -18670918.000000 Penalty: 5919.482422
	Iteration 41Q: 3 clusters Score -1.867092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -18670936.000000 Penalty: 5919.482422
	Iteration 42Q: 3 clusters Score -1.867094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142117 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -18670930.000000 Penalty: 5919.482422
	Iteration 43Q: 3 clusters Score -1.867093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142109 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -18670920.000000 Penalty: 5919.482422
	Iteration 44Q: 3 clusters Score -1.867092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -18670930.000000 Penalty: 5919.482422
	Iteration 45Q: 3 clusters Score -1.867093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142105 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -18670920.000000 Penalty: 5919.482422
	Iteration 46Q: 3 clusters Score -1.867092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -18670914.000000 Penalty: 5919.482422
	Iteration 47Q: 3 clusters Score -1.867091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -18670910.000000 Penalty: 5919.482422
	Iteration 48Q: 3 clusters Score -1.867091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -18670910.000000 Penalty: 5919.482422
	Iteration 49Q: 3 clusters Score -1.867091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -18670888.000000 Penalty: 5919.482422
	Iteration 50Q: 3 clusters Score -1.867089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142093 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -18670896.000000 Penalty: 5919.482422
	Iteration 51Q: 3 clusters Score -1.86709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142088 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -18670898.000000 Penalty: 5919.482422
	Iteration 52Q: 3 clusters Score -1.86709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -18670902.000000 Penalty: 5919.482422
	Iteration 53Q: 3 clusters Score -1.86709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142076 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -18670892.000000 Penalty: 5919.482422
	Iteration 54Q: 3 clusters Score -1.867089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -18670886.000000 Penalty: 5919.482422
	Iteration 55Q: 3 clusters Score -1.867089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142070 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -18670892.000000 Penalty: 5919.482422
	Iteration 56Q: 3 clusters Score -1.867089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -18670886.000000 Penalty: 5919.482422
	Iteration 57Q: 3 clusters Score -1.867089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142060 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -18670878.000000 Penalty: 5919.482422
	Iteration 58Q: 3 clusters Score -1.867088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142056 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -18670884.000000 Penalty: 5919.482422
	Iteration 59Q: 3 clusters Score -1.867088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142056 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -18670886.000000 Penalty: 5919.482422
	Iteration 60F: 3 clusters Score -1.867089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -18670886.000000 Penalty: 5919.482422
	Iteration 61Q: 3 clusters Score -1.867089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142054 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -18670886.000000 Penalty: 5919.482422
	Iteration 62F: 3 clusters Score -1.867089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -124756.421875 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -124756.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122754.187500 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -122754.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123051.468750 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -123051.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123128.226562 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -123128.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123166.320312 Penalty: 3472.617676
	Iteration 3Q: 3 clusters Score -123166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123191.664062 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -123191.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123208.000000 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -123208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123217.429688 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -123217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123223.000000 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -123223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123229.289062 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -123229.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123242.796875 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -123242.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123262.820312 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -123262.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -123284.328125 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -123284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123303.914062 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -123303.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -123338.664062 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -123338.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123377.593750 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -123377.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123438.757812 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -123438.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123486.437500 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -123486.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -123530.343750 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -123530.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -123557.382812 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -123557.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123574.507812 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -123574.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123594.625000 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -123594.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123619.437500 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -123619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123637.226562 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -123637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -123659.289062 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -123659.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123684.585938 Penalty: 3472.617676
	Iteration 24Q: 3 clusters Score -123684.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -123710.726562 Penalty: 3472.617676
	Iteration 25Q: 3 clusters Score -123710.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -123728.921875 Penalty: 3472.617676
	Iteration 26Q: 3 clusters Score -123728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -123740.398438 Penalty: 3472.617676
	Iteration 27Q: 3 clusters Score -123740.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123765.335938 Penalty: 3472.617676
	Iteration 28Q: 3 clusters Score -123765.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123793.718750 Penalty: 3472.617676
	Iteration 29Q: 3 clusters Score -123793.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -123822.429688 Penalty: 3472.617676
	Iteration 30Q: 3 clusters Score -123822.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -123841.265625 Penalty: 3472.617676
	Iteration 31Q: 3 clusters Score -123841.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -123863.273438 Penalty: 3472.617676
	Iteration 32Q: 3 clusters Score -123863.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -123888.726562 Penalty: 3472.617676
	Iteration 33Q: 3 clusters Score -123888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -123908.492188 Penalty: 3472.617676
	Iteration 34Q: 3 clusters Score -123908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -123923.828125 Penalty: 3472.617676
	Iteration 35Q: 3 clusters Score -123923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123934.140625 Penalty: 3472.617676
	Iteration 36Q: 3 clusters Score -123934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123940.593750 Penalty: 3472.617676
	Iteration 37Q: 3 clusters Score -123940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123942.828125 Penalty: 3472.617676
	Iteration 38Q: 3 clusters Score -123942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -123947.890625 Penalty: 3472.617676
	Iteration 39Q: 3 clusters Score -123947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -123951.281250 Penalty: 3472.617676
	Iteration 40F: 3 clusters Score -123951.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (170381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170381 members 
Entering Unmasked Estep 
Score: -20867914.000000 Penalty: 2987.356445
	Iteration 0F: 2 clusters Score -2.086791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -20755546.000000 Penalty: 5974.712891
	Iteration 0F: 3 clusters Score -2.075555e+07 nChanged 81677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -20802702.000000 Penalty: 5974.712891
	Iteration 1F: 3 clusters Score -2.08027e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 86858 members 
Entering Unmasked Estep 
Score: -20803528.000000 Penalty: 5974.712891
	Iteration 2Q: 3 clusters Score -2.080353e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -20804576.000000 Penalty: 5974.712891
	Iteration 3Q: 3 clusters Score -2.080458e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -20805856.000000 Penalty: 5974.712891
	Iteration 4Q: 3 clusters Score -2.080586e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 90884 members 
Entering Unmasked Estep 
Score: -20808012.000000 Penalty: 5974.712891
	Iteration 5Q: 3 clusters Score -2.080801e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 93660 members 
Entering Unmasked Estep 
Score: -20811270.000000 Penalty: 5974.712891
	Iteration 6Q: 3 clusters Score -2.081127e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -20816726.000000 Penalty: 5974.712891
	Iteration 7F: 3 clusters Score -2.081673e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 103103 members 
Entering Unmasked Estep 
Score: -20825872.000000 Penalty: 5974.712891
	Iteration 8F: 3 clusters Score -2.082587e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 109373 members 
Entering Unmasked Estep 
Score: -20839544.000000 Penalty: 5974.712891
	Iteration 9F: 3 clusters Score -2.083954e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 114247 members 
Entering Unmasked Estep 
Score: -20853050.000000 Penalty: 5974.712891
	Iteration 10F: 3 clusters Score -2.085305e+07 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 116853 members 
Entering Unmasked Estep 
Score: -20859596.000000 Penalty: 5974.712891
	Iteration 11F: 3 clusters Score -2.08596e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 118581 members 
Entering Unmasked Estep 
Score: -20861754.000000 Penalty: 5974.712891
	Iteration 12Q: 3 clusters Score -2.086175e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -20862724.000000 Penalty: 5974.712891
	Iteration 13Q: 3 clusters Score -2.086272e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 121219 members 
Entering Unmasked Estep 
Score: -20863322.000000 Penalty: 5974.712891
	Iteration 14Q: 3 clusters Score -2.086332e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 122344 members 
Entering Unmasked Estep 
Score: -20863752.000000 Penalty: 5974.712891
	Iteration 15Q: 3 clusters Score -2.086375e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 123375 members 
Entering Unmasked Estep 
Score: -20864038.000000 Penalty: 5974.712891
	Iteration 16Q: 3 clusters Score -2.086404e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -20864298.000000 Penalty: 5974.712891
	Iteration 17Q: 3 clusters Score -2.08643e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -20864424.000000 Penalty: 5974.712891
	Iteration 18Q: 3 clusters Score -2.086442e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -20864600.000000 Penalty: 5974.712891
	Iteration 19Q: 3 clusters Score -2.08646e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -20864698.000000 Penalty: 5974.712891
	Iteration 20F: 3 clusters Score -2.08647e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 127576 members 
Entering Unmasked Estep 
Score: -20864798.000000 Penalty: 5974.712891
	Iteration 21Q: 3 clusters Score -2.08648e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 128341 members 
Entering Unmasked Estep 
Score: -20864854.000000 Penalty: 5974.712891
	Iteration 22Q: 3 clusters Score -2.086485e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 129057 members 
Entering Unmasked Estep 
Score: -20864986.000000 Penalty: 5974.712891
	Iteration 23Q: 3 clusters Score -2.086499e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 129760 members 
Entering Unmasked Estep 
Score: -20865030.000000 Penalty: 5974.712891
	Iteration 24Q: 3 clusters Score -2.086503e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 130466 members 
Entering Unmasked Estep 
Score: -20865158.000000 Penalty: 5974.712891
	Iteration 25Q: 3 clusters Score -2.086516e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 131123 members 
Entering Unmasked Estep 
Score: -20865242.000000 Penalty: 5974.712891
	Iteration 26Q: 3 clusters Score -2.086524e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 131734 members 
Entering Unmasked Estep 
Score: -20865314.000000 Penalty: 5974.712891
	Iteration 27Q: 3 clusters Score -2.086531e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 132316 members 
Entering Unmasked Estep 
Score: -20865382.000000 Penalty: 5974.712891
	Iteration 28Q: 3 clusters Score -2.086538e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 132890 members 
Entering Unmasked Estep 
Score: -20865528.000000 Penalty: 5974.712891
	Iteration 29Q: 3 clusters Score -2.086553e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 133486 members 
Entering Unmasked Estep 
Score: -20865604.000000 Penalty: 5974.712891
	Iteration 30Q: 3 clusters Score -2.08656e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 134074 members 
Entering Unmasked Estep 
Score: -20865624.000000 Penalty: 5974.712891
	Iteration 31Q: 3 clusters Score -2.086562e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -20865650.000000 Penalty: 5974.712891
	Iteration 32Q: 3 clusters Score -2.086565e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 135177 members 
Entering Unmasked Estep 
Score: -20865742.000000 Penalty: 5974.712891
	Iteration 33Q: 3 clusters Score -2.086574e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -20865790.000000 Penalty: 5974.712891
	Iteration 34Q: 3 clusters Score -2.086579e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 136264 members 
Entering Unmasked Estep 
Score: -20865896.000000 Penalty: 5974.712891
	Iteration 35Q: 3 clusters Score -2.08659e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -20865918.000000 Penalty: 5974.712891
	Iteration 36Q: 3 clusters Score -2.086592e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 137343 members 
Entering Unmasked Estep 
Score: -20865896.000000 Penalty: 5974.712891
	Iteration 37Q: 3 clusters Score -2.08659e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 137867 members 
Entering Unmasked Estep 
Score: -20865990.000000 Penalty: 5974.712891
	Iteration 38Q: 3 clusters Score -2.086599e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 138353 members 
Entering Unmasked Estep 
Score: -20866046.000000 Penalty: 5974.712891
	Iteration 39Q: 3 clusters Score -2.086605e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 138856 members 
Entering Unmasked Estep 
Score: -20866168.000000 Penalty: 5974.712891
	Iteration 40F: 3 clusters Score -2.086617e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 139349 members 
Entering Unmasked Estep 
Score: -20866126.000000 Penalty: 5974.712891
	Iteration 41Q: 3 clusters Score -2.086613e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 139826 members 
Entering Unmasked Estep 
Score: -20866142.000000 Penalty: 5974.712891
	Iteration 42Q: 3 clusters Score -2.086614e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 140271 members 
Entering Unmasked Estep 
Score: -20866262.000000 Penalty: 5974.712891
	Iteration 43Q: 3 clusters Score -2.086626e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 140735 members 
Entering Unmasked Estep 
Score: -20866256.000000 Penalty: 5974.712891
	Iteration 44Q: 3 clusters Score -2.086626e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 141179 members 
Entering Unmasked Estep 
Score: -20866302.000000 Penalty: 5974.712891
	Iteration 45Q: 3 clusters Score -2.08663e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -20866354.000000 Penalty: 5974.712891
	Iteration 46Q: 3 clusters Score -2.086635e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -20866390.000000 Penalty: 5974.712891
	Iteration 47Q: 3 clusters Score -2.086639e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 142431 members 
Entering Unmasked Estep 
Score: -20866460.000000 Penalty: 5974.712891
	Iteration 48Q: 3 clusters Score -2.086646e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 142816 members 
Entering Unmasked Estep 
Score: -20866506.000000 Penalty: 5974.712891
	Iteration 49Q: 3 clusters Score -2.086651e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 143196 members 
Entering Unmasked Estep 
Score: -20866586.000000 Penalty: 5974.712891
	Iteration 50Q: 3 clusters Score -2.086659e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -20866640.000000 Penalty: 5974.712891
	Iteration 51Q: 3 clusters Score -2.086664e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 143964 members 
Entering Unmasked Estep 
Score: -20866734.000000 Penalty: 5974.712891
	Iteration 52Q: 3 clusters Score -2.086673e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 144325 members 
Entering Unmasked Estep 
Score: -20866732.000000 Penalty: 5974.712891
	Iteration 53Q: 3 clusters Score -2.086673e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -20866720.000000 Penalty: 5974.712891
	Iteration 54Q: 3 clusters Score -2.086672e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 145033 members 
Entering Unmasked Estep 
Score: -20866816.000000 Penalty: 5974.712891
	Iteration 55Q: 3 clusters Score -2.086682e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 145395 members 
Entering Unmasked Estep 
Score: -20866812.000000 Penalty: 5974.712891
	Iteration 56Q: 3 clusters Score -2.086681e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 145725 members 
Entering Unmasked Estep 
Score: -20866868.000000 Penalty: 5974.712891
	Iteration 57Q: 3 clusters Score -2.086687e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 146058 members 
Entering Unmasked Estep 
Score: -20866856.000000 Penalty: 5974.712891
	Iteration 58Q: 3 clusters Score -2.086686e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 146387 members 
Entering Unmasked Estep 
Score: -20866850.000000 Penalty: 5974.712891
	Iteration 59Q: 3 clusters Score -2.086685e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 146762 members 
Entering Unmasked Estep 
Score: -20866844.000000 Penalty: 5974.712891
	Iteration 60F: 3 clusters Score -2.086684e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 147130 members 
Entering Unmasked Estep 
Score: -20866922.000000 Penalty: 5974.712891
	Iteration 61Q: 3 clusters Score -2.086692e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 147514 members 
Entering Unmasked Estep 
Score: -20866986.000000 Penalty: 5974.712891
	Iteration 62Q: 3 clusters Score -2.086699e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 147891 members 
Entering Unmasked Estep 
Score: -20866956.000000 Penalty: 5974.712891
	Iteration 63Q: 3 clusters Score -2.086696e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 148244 members 
Entering Unmasked Estep 
Score: -20866994.000000 Penalty: 5974.712891
	Iteration 64Q: 3 clusters Score -2.086699e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -20867046.000000 Penalty: 5974.712891
	Iteration 65Q: 3 clusters Score -2.086705e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
Score: -20867064.000000 Penalty: 5974.712891
	Iteration 66Q: 3 clusters Score -2.086706e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 149333 members 
Entering Unmasked Estep 
Score: -20867124.000000 Penalty: 5974.712891
	Iteration 67Q: 3 clusters Score -2.086712e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 149735 members 
Entering Unmasked Estep 
Score: -20867146.000000 Penalty: 5974.712891
	Iteration 68Q: 3 clusters Score -2.086715e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 150128 members 
Entering Unmasked Estep 
Score: -20867158.000000 Penalty: 5974.712891
	Iteration 69Q: 3 clusters Score -2.086716e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -20867190.000000 Penalty: 5974.712891
	Iteration 70Q: 3 clusters Score -2.086719e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 150834 members 
Entering Unmasked Estep 
Score: -20867186.000000 Penalty: 5974.712891
	Iteration 71Q: 3 clusters Score -2.086719e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -20867170.000000 Penalty: 5974.712891
	Iteration 72Q: 3 clusters Score -2.086717e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -20867160.000000 Penalty: 5974.712891
	Iteration 73Q: 3 clusters Score -2.086716e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 151834 members 
Entering Unmasked Estep 
Score: -20867226.000000 Penalty: 5974.712891
	Iteration 74Q: 3 clusters Score -2.086723e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -20867190.000000 Penalty: 5974.712891
	Iteration 75Q: 3 clusters Score -2.086719e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 152489 members 
Entering Unmasked Estep 
Score: -20867206.000000 Penalty: 5974.712891
	Iteration 76Q: 3 clusters Score -2.086721e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 152810 members 
Entering Unmasked Estep 
Score: -20867168.000000 Penalty: 5974.712891
	Iteration 77Q: 3 clusters Score -2.086717e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -20867164.000000 Penalty: 5974.712891
	Iteration 78Q: 3 clusters Score -2.086716e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 153470 members 
Entering Unmasked Estep 
Score: -20867188.000000 Penalty: 5974.712891
	Iteration 79Q: 3 clusters Score -2.086719e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -20867164.000000 Penalty: 5974.712891
	Iteration 80F: 3 clusters Score -2.086716e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -20867198.000000 Penalty: 5974.712891
	Iteration 81Q: 3 clusters Score -2.08672e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -20867182.000000 Penalty: 5974.712891
	Iteration 82Q: 3 clusters Score -2.086718e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 154580 members 
Entering Unmasked Estep 
Score: -20867196.000000 Penalty: 5974.712891
	Iteration 83Q: 3 clusters Score -2.08672e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -20867204.000000 Penalty: 5974.712891
	Iteration 84Q: 3 clusters Score -2.08672e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 155037 members 
Entering Unmasked Estep 
Score: -20867206.000000 Penalty: 5974.712891
	Iteration 85Q: 3 clusters Score -2.086721e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 155255 members 
Entering Unmasked Estep 
Score: -20867144.000000 Penalty: 5974.712891
	Iteration 86Q: 3 clusters Score -2.086714e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -20867176.000000 Penalty: 5974.712891
	Iteration 87Q: 3 clusters Score -2.086718e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 155716 members 
Entering Unmasked Estep 
Score: -20867148.000000 Penalty: 5974.712891
	Iteration 88Q: 3 clusters Score -2.086715e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 155929 members 
Entering Unmasked Estep 
Score: -20867188.000000 Penalty: 5974.712891
	Iteration 89Q: 3 clusters Score -2.086719e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 156126 members 
Entering Unmasked Estep 
Score: -20867198.000000 Penalty: 5974.712891
	Iteration 90Q: 3 clusters Score -2.08672e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -20867188.000000 Penalty: 5974.712891
	Iteration 91Q: 3 clusters Score -2.086719e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 156466 members 
Entering Unmasked Estep 
Score: -20867142.000000 Penalty: 5974.712891
	Iteration 92Q: 3 clusters Score -2.086714e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 156622 members 
Entering Unmasked Estep 
Score: -20867104.000000 Penalty: 5974.712891
	Iteration 93Q: 3 clusters Score -2.08671e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 156778 members 
Entering Unmasked Estep 
Score: -20867086.000000 Penalty: 5974.712891
	Iteration 94Q: 3 clusters Score -2.086709e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 156920 members 
Entering Unmasked Estep 
Score: -20867104.000000 Penalty: 5974.712891
	Iteration 95Q: 3 clusters Score -2.08671e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -20867084.000000 Penalty: 5974.712891
	Iteration 96Q: 3 clusters Score -2.086708e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -20867096.000000 Penalty: 5974.712891
	Iteration 97Q: 3 clusters Score -2.08671e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -20867086.000000 Penalty: 5974.712891
	Iteration 98Q: 3 clusters Score -2.086709e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -20867088.000000 Penalty: 5974.712891
	Iteration 99Q: 3 clusters Score -2.086709e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 157536 members 
Entering Unmasked Estep 
Score: -20867076.000000 Penalty: 5974.712891
	Iteration 100F: 3 clusters Score -2.086708e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 157662 members 
Entering Unmasked Estep 
Score: -20867080.000000 Penalty: 5974.712891
	Iteration 101Q: 3 clusters Score -2.086708e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 157780 members 
Entering Unmasked Estep 
Score: -20867042.000000 Penalty: 5974.712891
	Iteration 102Q: 3 clusters Score -2.086704e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -20866988.000000 Penalty: 5974.712891
	Iteration 103Q: 3 clusters Score -2.086699e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -20866972.000000 Penalty: 5974.712891
	Iteration 104Q: 3 clusters Score -2.086697e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 158224 members 
Entering Unmasked Estep 
Score: -20866978.000000 Penalty: 5974.712891
	Iteration 105Q: 3 clusters Score -2.086698e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 158353 members 
Entering Unmasked Estep 
Score: -20866978.000000 Penalty: 5974.712891
	Iteration 106Q: 3 clusters Score -2.086698e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 158483 members 
Entering Unmasked Estep 
Score: -20866924.000000 Penalty: 5974.712891
	Iteration 107Q: 3 clusters Score -2.086692e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 158618 members 
Entering Unmasked Estep 
Score: -20866906.000000 Penalty: 5974.712891
	Iteration 108Q: 3 clusters Score -2.086691e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -20866896.000000 Penalty: 5974.712891
	Iteration 109Q: 3 clusters Score -2.08669e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 158895 members 
Entering Unmasked Estep 
Score: -20866834.000000 Penalty: 5974.712891
	Iteration 110Q: 3 clusters Score -2.086683e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 159041 members 
Entering Unmasked Estep 
Score: -20866792.000000 Penalty: 5974.712891
	Iteration 111Q: 3 clusters Score -2.086679e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 159188 members 
Entering Unmasked Estep 
Score: -20866748.000000 Penalty: 5974.712891
	Iteration 112Q: 3 clusters Score -2.086675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -20866750.000000 Penalty: 5974.712891
	Iteration 113Q: 3 clusters Score -2.086675e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -20866760.000000 Penalty: 5974.712891
	Iteration 114Q: 3 clusters Score -2.086676e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 159575 members 
Entering Unmasked Estep 
Score: -20866772.000000 Penalty: 5974.712891
	Iteration 115Q: 3 clusters Score -2.086677e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 159712 members 
Entering Unmasked Estep 
Score: -20866770.000000 Penalty: 5974.712891
	Iteration 116Q: 3 clusters Score -2.086677e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -20866782.000000 Penalty: 5974.712891
	Iteration 117Q: 3 clusters Score -2.086678e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 159968 members 
Entering Unmasked Estep 
Score: -20866744.000000 Penalty: 5974.712891
	Iteration 118Q: 3 clusters Score -2.086674e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -20866738.000000 Penalty: 5974.712891
	Iteration 119Q: 3 clusters Score -2.086674e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -20866720.000000 Penalty: 5974.712891
	Iteration 120F: 3 clusters Score -2.086672e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -20866716.000000 Penalty: 5974.712891
	Iteration 121Q: 3 clusters Score -2.086672e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -20866702.000000 Penalty: 5974.712891
	Iteration 122Q: 3 clusters Score -2.08667e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 160638 members 
Entering Unmasked Estep 
Score: -20866692.000000 Penalty: 5974.712891
	Iteration 123Q: 3 clusters Score -2.086669e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 160781 members 
Entering Unmasked Estep 
Score: -20866718.000000 Penalty: 5974.712891
	Iteration 124Q: 3 clusters Score -2.086672e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -20866708.000000 Penalty: 5974.712891
	Iteration 125Q: 3 clusters Score -2.086671e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -20866706.000000 Penalty: 5974.712891
	Iteration 126Q: 3 clusters Score -2.086671e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -20866644.000000 Penalty: 5974.712891
	Iteration 127Q: 3 clusters Score -2.086664e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 161333 members 
Entering Unmasked Estep 
Score: -20866696.000000 Penalty: 5974.712891
	Iteration 128Q: 3 clusters Score -2.08667e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -20866676.000000 Penalty: 5974.712891
	Iteration 129Q: 3 clusters Score -2.086668e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 161550 members 
Entering Unmasked Estep 
Score: -20866640.000000 Penalty: 5974.712891
	Iteration 130Q: 3 clusters Score -2.086664e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -20866658.000000 Penalty: 5974.712891
	Iteration 131Q: 3 clusters Score -2.086666e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 161768 members 
Entering Unmasked Estep 
Score: -20866594.000000 Penalty: 5974.712891
	Iteration 132Q: 3 clusters Score -2.086659e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -20866602.000000 Penalty: 5974.712891
	Iteration 133Q: 3 clusters Score -2.08666e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -20866578.000000 Penalty: 5974.712891
	Iteration 134Q: 3 clusters Score -2.086658e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 162066 members 
Entering Unmasked Estep 
Score: -20866566.000000 Penalty: 5974.712891
	Iteration 135Q: 3 clusters Score -2.086657e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 162167 members 
Entering Unmasked Estep 
Score: -20866566.000000 Penalty: 5974.712891
	Iteration 136Q: 3 clusters Score -2.086657e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -20866526.000000 Penalty: 5974.712891
	Iteration 137Q: 3 clusters Score -2.086653e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -20866518.000000 Penalty: 5974.712891
	Iteration 138Q: 3 clusters Score -2.086652e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 162464 members 
Entering Unmasked Estep 
Score: -20866488.000000 Penalty: 5974.712891
	Iteration 139Q: 3 clusters Score -2.086649e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 162568 members 
Entering Unmasked Estep 
Score: -20866504.000000 Penalty: 5974.712891
	Iteration 140F: 3 clusters Score -2.08665e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 162673 members 
Entering Unmasked Estep 
Score: -20866500.000000 Penalty: 5974.712891
	Iteration 141Q: 3 clusters Score -2.08665e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 162786 members 
Entering Unmasked Estep 
Score: -20866500.000000 Penalty: 5974.712891
	Iteration 142Q: 3 clusters Score -2.08665e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 162900 members 
Entering Unmasked Estep 
Score: -20866532.000000 Penalty: 5974.712891
	Iteration 143Q: 3 clusters Score -2.086653e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -20866506.000000 Penalty: 5974.712891
	Iteration 144Q: 3 clusters Score -2.086651e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -20866464.000000 Penalty: 5974.712891
	Iteration 145Q: 3 clusters Score -2.086646e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 163227 members 
Entering Unmasked Estep 
Score: -20866434.000000 Penalty: 5974.712891
	Iteration 146Q: 3 clusters Score -2.086643e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -20866416.000000 Penalty: 5974.712891
	Iteration 147Q: 3 clusters Score -2.086642e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -20866400.000000 Penalty: 5974.712891
	Iteration 148Q: 3 clusters Score -2.08664e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -20866404.000000 Penalty: 5974.712891
	Iteration 149Q: 3 clusters Score -2.08664e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -20866362.000000 Penalty: 5974.712891
	Iteration 150Q: 3 clusters Score -2.086636e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 163727 members 
Entering Unmasked Estep 
Score: -20866394.000000 Penalty: 5974.712891
	Iteration 151Q: 3 clusters Score -2.086639e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 163818 members 
Entering Unmasked Estep 
Score: -20866346.000000 Penalty: 5974.712891
	Iteration 152Q: 3 clusters Score -2.086635e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -20866348.000000 Penalty: 5974.712891
	Iteration 153Q: 3 clusters Score -2.086635e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -20866348.000000 Penalty: 5974.712891
	Iteration 154Q: 3 clusters Score -2.086635e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -20866316.000000 Penalty: 5974.712891
	Iteration 155Q: 3 clusters Score -2.086632e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -20866288.000000 Penalty: 5974.712891
	Iteration 156Q: 3 clusters Score -2.086629e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -20866272.000000 Penalty: 5974.712891
	Iteration 157Q: 3 clusters Score -2.086627e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 164254 members 
Entering Unmasked Estep 
Score: -20866280.000000 Penalty: 5974.712891
	Iteration 158Q: 3 clusters Score -2.086628e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -20866244.000000 Penalty: 5974.712891
	Iteration 159Q: 3 clusters Score -2.086624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 164400 members 
Entering Unmasked Estep 
Score: -20866226.000000 Penalty: 5974.712891
	Iteration 160F: 3 clusters Score -2.086623e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -20866182.000000 Penalty: 5974.712891
	Iteration 161Q: 3 clusters Score -2.086618e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -20866158.000000 Penalty: 5974.712891
	Iteration 162Q: 3 clusters Score -2.086616e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 164613 members 
Entering Unmasked Estep 
Score: -20866170.000000 Penalty: 5974.712891
	Iteration 163Q: 3 clusters Score -2.086617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -20866178.000000 Penalty: 5974.712891
	Iteration 164Q: 3 clusters Score -2.086618e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 164735 members 
Entering Unmasked Estep 
Score: -20866160.000000 Penalty: 5974.712891
	Iteration 165Q: 3 clusters Score -2.086616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -20866156.000000 Penalty: 5974.712891
	Iteration 166Q: 3 clusters Score -2.086616e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 164836 members 
Entering Unmasked Estep 
Score: -20866152.000000 Penalty: 5974.712891
	Iteration 167Q: 3 clusters Score -2.086615e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -20866152.000000 Penalty: 5974.712891
	Iteration 168Q: 3 clusters Score -2.086615e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -20866136.000000 Penalty: 5974.712891
	Iteration 169Q: 3 clusters Score -2.086614e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -20866112.000000 Penalty: 5974.712891
	Iteration 170Q: 3 clusters Score -2.086611e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -20866088.000000 Penalty: 5974.712891
	Iteration 171Q: 3 clusters Score -2.086609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -20866072.000000 Penalty: 5974.712891
	Iteration 172Q: 3 clusters Score -2.086607e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 165120 members 
Entering Unmasked Estep 
Score: -20866074.000000 Penalty: 5974.712891
	Iteration 173Q: 3 clusters Score -2.086607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 165171 members 
Entering Unmasked Estep 
Score: -20866052.000000 Penalty: 5974.712891
	Iteration 174Q: 3 clusters Score -2.086605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -20866036.000000 Penalty: 5974.712891
	Iteration 175Q: 3 clusters Score -2.086604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -20866034.000000 Penalty: 5974.712891
	Iteration 176Q: 3 clusters Score -2.086603e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 165302 members 
Entering Unmasked Estep 
Score: -20866026.000000 Penalty: 5974.712891
	Iteration 177Q: 3 clusters Score -2.086603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
Score: -20866032.000000 Penalty: 5974.712891
	Iteration 178Q: 3 clusters Score -2.086603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 165363 members 
Entering Unmasked Estep 
Score: -20866032.000000 Penalty: 5974.712891
	Iteration 179Q: 3 clusters Score -2.086603e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -20866032.000000 Penalty: 5974.712891
	Iteration 180F: 3 clusters Score -2.086603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 165408 members 
Entering Unmasked Estep 
Score: -20866040.000000 Penalty: 5974.712891
	Iteration 181Q: 3 clusters Score -2.086604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -20866042.000000 Penalty: 5974.712891
	Iteration 182Q: 3 clusters Score -2.086604e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -20866034.000000 Penalty: 5974.712891
	Iteration 183Q: 3 clusters Score -2.086603e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -20866030.000000 Penalty: 5974.712891
	Iteration 184Q: 3 clusters Score -2.086603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 165505 members 
Entering Unmasked Estep 
Score: -20866034.000000 Penalty: 5974.712891
	Iteration 185Q: 3 clusters Score -2.086603e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -20866014.000000 Penalty: 5974.712891
	Iteration 186Q: 3 clusters Score -2.086601e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -20866042.000000 Penalty: 5974.712891
	Iteration 187Q: 3 clusters Score -2.086604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -20866032.000000 Penalty: 5974.712891
	Iteration 188Q: 3 clusters Score -2.086603e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -20866034.000000 Penalty: 5974.712891
	Iteration 189Q: 3 clusters Score -2.086603e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -20866022.000000 Penalty: 5974.712891
	Iteration 190Q: 3 clusters Score -2.086602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 165741 members 
Entering Unmasked Estep 
Score: -20866010.000000 Penalty: 5974.712891
	Iteration 191Q: 3 clusters Score -2.086601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 165776 members 
Entering Unmasked Estep 
Score: -20865974.000000 Penalty: 5974.712891
	Iteration 192Q: 3 clusters Score -2.086597e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 165818 members 
Entering Unmasked Estep 
Score: -20866000.000000 Penalty: 5974.712891
	Iteration 193Q: 3 clusters Score -2.0866e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 165855 members 
Entering Unmasked Estep 
Score: -20866002.000000 Penalty: 5974.712891
	Iteration 194Q: 3 clusters Score -2.0866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 165893 members 
Entering Unmasked Estep 
Score: -20865968.000000 Penalty: 5974.712891
	Iteration 195Q: 3 clusters Score -2.086597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 165934 members 
Entering Unmasked Estep 
Score: -20865946.000000 Penalty: 5974.712891
	Iteration 196Q: 3 clusters Score -2.086595e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -20865952.000000 Penalty: 5974.712891
	Iteration 197Q: 3 clusters Score -2.086595e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -20865948.000000 Penalty: 5974.712891
	Iteration 198Q: 3 clusters Score -2.086595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 166060 members 
Entering Unmasked Estep 
Score: -20865930.000000 Penalty: 5974.712891
	Iteration 199Q: 3 clusters Score -2.086593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -20865920.000000 Penalty: 5974.712891
	Iteration 200F: 3 clusters Score -2.086592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -20865920.000000 Penalty: 5974.712891
	Iteration 201Q: 3 clusters Score -2.086592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 166176 members 
Entering Unmasked Estep 
Score: -20865926.000000 Penalty: 5974.712891
	Iteration 202Q: 3 clusters Score -2.086593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -20865928.000000 Penalty: 5974.712891
	Iteration 203Q: 3 clusters Score -2.086593e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 166270 members 
Entering Unmasked Estep 
Score: -20865924.000000 Penalty: 5974.712891
	Iteration 204Q: 3 clusters Score -2.086592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -20865868.000000 Penalty: 5974.712891
	Iteration 205Q: 3 clusters Score -2.086587e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -20865936.000000 Penalty: 5974.712891
	Iteration 206Q: 3 clusters Score -2.086594e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -20865888.000000 Penalty: 5974.712891
	Iteration 207Q: 3 clusters Score -2.086589e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 166567 members 
Entering Unmasked Estep 
Score: -20865868.000000 Penalty: 5974.712891
	Iteration 208Q: 3 clusters Score -2.086587e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -20865824.000000 Penalty: 5974.712891
	Iteration 209Q: 3 clusters Score -2.086582e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 166746 members 
Entering Unmasked Estep 
Score: -20865826.000000 Penalty: 5974.712891
	Iteration 210Q: 3 clusters Score -2.086583e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
Score: -20865794.000000 Penalty: 5974.712891
	Iteration 211Q: 3 clusters Score -2.086579e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -20865798.000000 Penalty: 5974.712891
	Iteration 212Q: 3 clusters Score -2.08658e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -20865804.000000 Penalty: 5974.712891
	Iteration 213Q: 3 clusters Score -2.08658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 167025 members 
Entering Unmasked Estep 
Score: -20865780.000000 Penalty: 5974.712891
	Iteration 214Q: 3 clusters Score -2.086578e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 167084 members 
Entering Unmasked Estep 
Score: -20865790.000000 Penalty: 5974.712891
	Iteration 215Q: 3 clusters Score -2.086579e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 167135 members 
Entering Unmasked Estep 
Score: -20865790.000000 Penalty: 5974.712891
	Iteration 216Q: 3 clusters Score -2.086579e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -20865786.000000 Penalty: 5974.712891
	Iteration 217Q: 3 clusters Score -2.086579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -20865790.000000 Penalty: 5974.712891
	Iteration 218Q: 3 clusters Score -2.086579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -20865808.000000 Penalty: 5974.712891
	Iteration 219Q: 3 clusters Score -2.086581e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -20865784.000000 Penalty: 5974.712891
	Iteration 220F: 3 clusters Score -2.086578e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 167376 members 
Entering Unmasked Estep 
Score: -20865800.000000 Penalty: 5974.712891
	Iteration 221Q: 3 clusters Score -2.08658e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 167427 members 
Entering Unmasked Estep 
Score: -20865810.000000 Penalty: 5974.712891
	Iteration 222Q: 3 clusters Score -2.086581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -20865802.000000 Penalty: 5974.712891
	Iteration 223Q: 3 clusters Score -2.08658e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 167527 members 
Entering Unmasked Estep 
Score: -20865828.000000 Penalty: 5974.712891
	Iteration 224Q: 3 clusters Score -2.086583e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 167572 members 
Entering Unmasked Estep 
Score: -20865820.000000 Penalty: 5974.712891
	Iteration 225Q: 3 clusters Score -2.086582e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -20865826.000000 Penalty: 5974.712891
	Iteration 226Q: 3 clusters Score -2.086583e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -20865804.000000 Penalty: 5974.712891
	Iteration 227Q: 3 clusters Score -2.08658e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -20865804.000000 Penalty: 5974.712891
	Iteration 228Q: 3 clusters Score -2.08658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 167775 members 
Entering Unmasked Estep 
Score: -20865790.000000 Penalty: 5974.712891
	Iteration 229Q: 3 clusters Score -2.086579e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 167827 members 
Entering Unmasked Estep 
Score: -20865766.000000 Penalty: 5974.712891
	Iteration 230Q: 3 clusters Score -2.086577e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 167891 members 
Entering Unmasked Estep 
Score: -20865788.000000 Penalty: 5974.712891
	Iteration 231Q: 3 clusters Score -2.086579e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 167961 members 
Entering Unmasked Estep 
Score: -20865758.000000 Penalty: 5974.712891
	Iteration 232Q: 3 clusters Score -2.086576e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -20865748.000000 Penalty: 5974.712891
	Iteration 233Q: 3 clusters Score -2.086575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -20865758.000000 Penalty: 5974.712891
	Iteration 234Q: 3 clusters Score -2.086576e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -20865792.000000 Penalty: 5974.712891
	Iteration 235Q: 3 clusters Score -2.086579e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -20865754.000000 Penalty: 5974.712891
	Iteration 236Q: 3 clusters Score -2.086575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 168216 members 
Entering Unmasked Estep 
Score: -20865764.000000 Penalty: 5974.712891
	Iteration 237Q: 3 clusters Score -2.086576e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 168268 members 
Entering Unmasked Estep 
Score: -20865762.000000 Penalty: 5974.712891
	Iteration 238Q: 3 clusters Score -2.086576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -20865766.000000 Penalty: 5974.712891
	Iteration 239Q: 3 clusters Score -2.086577e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 168343 members 
Entering Unmasked Estep 
Score: -20865774.000000 Penalty: 5974.712891
	Iteration 240F: 3 clusters Score -2.086577e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -20865756.000000 Penalty: 5974.712891
	Iteration 241Q: 3 clusters Score -2.086576e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 168434 members 
Entering Unmasked Estep 
Score: -20865780.000000 Penalty: 5974.712891
	Iteration 242Q: 3 clusters Score -2.086578e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -20865770.000000 Penalty: 5974.712891
	Iteration 243Q: 3 clusters Score -2.086577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -20865742.000000 Penalty: 5974.712891
	Iteration 244Q: 3 clusters Score -2.086574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -20865744.000000 Penalty: 5974.712891
	Iteration 245Q: 3 clusters Score -2.086574e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 168593 members 
Entering Unmasked Estep 
Score: -20865750.000000 Penalty: 5974.712891
	Iteration 246Q: 3 clusters Score -2.086575e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 168633 members 
Entering Unmasked Estep 
Score: -20865760.000000 Penalty: 5974.712891
	Iteration 247Q: 3 clusters Score -2.086576e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -20865758.000000 Penalty: 5974.712891
	Iteration 248Q: 3 clusters Score -2.086576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -20865758.000000 Penalty: 5974.712891
	Iteration 249Q: 3 clusters Score -2.086576e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -20865790.000000 Penalty: 5974.712891
	Iteration 250Q: 3 clusters Score -2.086579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 168751 members 
Entering Unmasked Estep 
Score: -20865802.000000 Penalty: 5974.712891
	Iteration 251Q: 3 clusters Score -2.08658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 168773 members 
Entering Unmasked Estep 
Score: -20865802.000000 Penalty: 5974.712891
	Iteration 252Q: 3 clusters Score -2.08658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -20865792.000000 Penalty: 5974.712891
	Iteration 253Q: 3 clusters Score -2.086579e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -20865784.000000 Penalty: 5974.712891
	Iteration 254Q: 3 clusters Score -2.086578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 168838 members 
Entering Unmasked Estep 
Score: -20865784.000000 Penalty: 5974.712891
	Iteration 255Q: 3 clusters Score -2.086578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 168862 members 
Entering Unmasked Estep 
Score: -20865780.000000 Penalty: 5974.712891
	Iteration 256Q: 3 clusters Score -2.086578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -20865792.000000 Penalty: 5974.712891
	Iteration 257Q: 3 clusters Score -2.086579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -20865786.000000 Penalty: 5974.712891
	Iteration 258Q: 3 clusters Score -2.086579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -20865778.000000 Penalty: 5974.712891
	Iteration 259Q: 3 clusters Score -2.086578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 168938 members 
Entering Unmasked Estep 
Score: -20865778.000000 Penalty: 5974.712891
	Iteration 260F: 3 clusters Score -2.086578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 168956 members 
Entering Unmasked Estep 
Score: -20865756.000000 Penalty: 5974.712891
	Iteration 261Q: 3 clusters Score -2.086576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 168972 members 
Entering Unmasked Estep 
Score: -20865740.000000 Penalty: 5974.712891
	Iteration 262Q: 3 clusters Score -2.086574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -20865742.000000 Penalty: 5974.712891
	Iteration 263Q: 3 clusters Score -2.086574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 169006 members 
Entering Unmasked Estep 
Score: -20865742.000000 Penalty: 5974.712891
	Iteration 264Q: 3 clusters Score -2.086574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 169027 members 
Entering Unmasked Estep 
Score: -20865758.000000 Penalty: 5974.712891
	Iteration 265Q: 3 clusters Score -2.086576e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 169043 members 
Entering Unmasked Estep 
Score: -20865756.000000 Penalty: 5974.712891
	Iteration 266Q: 3 clusters Score -2.086576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -20865784.000000 Penalty: 5974.712891
	Iteration 267Q: 3 clusters Score -2.086578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 169081 members 
Entering Unmasked Estep 
Score: -20865788.000000 Penalty: 5974.712891
	Iteration 268Q: 3 clusters Score -2.086579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 169101 members 
Entering Unmasked Estep 
Score: -20865764.000000 Penalty: 5974.712891
	Iteration 269Q: 3 clusters Score -2.086576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 169111 members 
Entering Unmasked Estep 
Score: -20865768.000000 Penalty: 5974.712891
	Iteration 270Q: 3 clusters Score -2.086577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 169123 members 
Entering Unmasked Estep 
Score: -20865788.000000 Penalty: 5974.712891
	Iteration 271Q: 3 clusters Score -2.086579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -20865780.000000 Penalty: 5974.712891
	Iteration 272Q: 3 clusters Score -2.086578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 169141 members 
Entering Unmasked Estep 
Score: -20865774.000000 Penalty: 5974.712891
	Iteration 273Q: 3 clusters Score -2.086577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 169153 members 
Entering Unmasked Estep 
Score: -20865770.000000 Penalty: 5974.712891
	Iteration 274Q: 3 clusters Score -2.086577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -20865762.000000 Penalty: 5974.712891
	Iteration 275Q: 3 clusters Score -2.086576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 169166 members 
Entering Unmasked Estep 
Score: -20865756.000000 Penalty: 5974.712891
	Iteration 276Q: 3 clusters Score -2.086576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -20865754.000000 Penalty: 5974.712891
	Iteration 277Q: 3 clusters Score -2.086575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 169169 members 
Entering Unmasked Estep 
Score: -20865754.000000 Penalty: 5974.712891
	Iteration 278Q: 3 clusters Score -2.086575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 169171 members 
Entering Unmasked Estep 
Score: -20865760.000000 Penalty: 5974.712891
	Iteration 279Q: 3 clusters Score -2.086576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -20865772.000000 Penalty: 5974.712891
	Iteration 280F: 3 clusters Score -2.086577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 169173 members 
Entering Unmasked Estep 
Score: -20865760.000000 Penalty: 5974.712891
	Iteration 281Q: 3 clusters Score -2.086576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 169174 members 
Entering Unmasked Estep 
Score: -20865766.000000 Penalty: 5974.712891
	Iteration 282Q: 3 clusters Score -2.086577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 169174 members 
Entering Unmasked Estep 
Score: -20865766.000000 Penalty: 5974.712891
	Iteration 283F: 3 clusters Score -2.086577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 65537 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 178554 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 165019 members 
Mstep: Class 7 contains 48614 members 
Mstep: Class 8 contains 110215 members 
Mstep: Class 9 contains 6755 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 122679 members 
Mstep: Class 13 contains 69543 members 
Mstep: Class 14 contains 161077 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166308 members 
Mstep: Class 18 contains 12698 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 78446 members 
Mstep: Class 21 contains 29191 members 
Mstep: Class 22 contains 11457 members 
Mstep: Class 23 contains 152427 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 170381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697632.000000 Penalty: 88616.031250
Iteration 119Q: 26 clusters Score -1.946976e+08 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 65443 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 178320 members 
Mstep: Class 5 contains 1532 members 
Mstep: Class 6 contains 164833 members 
Mstep: Class 7 contains 48550 members 
Mstep: Class 8 contains 110327 members 
Mstep: Class 9 contains 6762 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 125265 members 
Mstep: Class 13 contains 69578 members 
Mstep: Class 14 contains 160805 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166384 members 
Mstep: Class 18 contains 12689 members 
Mstep: Class 19 contains 4875 members 
Mstep: Class 20 contains 77950 members 
Mstep: Class 21 contains 29163 members 
Mstep: Class 22 contains 11370 members 
Mstep: Class 23 contains 151628 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 170739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696928.000000 Penalty: 88616.031250
Iteration 120F: 26 clusters Score -1.946969e+08 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 65349 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 178169 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 6 contains 164632 members 
Mstep: Class 7 contains 48503 members 
Mstep: Class 8 contains 110420 members 
Mstep: Class 9 contains 6770 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 127952 members 
Mstep: Class 13 contains 69629 members 
Mstep: Class 14 contains 160508 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166440 members 
Mstep: Class 18 contains 12680 members 
Mstep: Class 19 contains 4880 members 
Mstep: Class 20 contains 77464 members 
Mstep: Class 21 contains 29179 members 
Mstep: Class 22 contains 11275 members 
Mstep: Class 23 contains 150570 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 171109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697520.000000 Penalty: 88616.031250
Iteration 121Q: 26 clusters Score -1.946975e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 65250 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 178024 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 164453 members 
Mstep: Class 7 contains 48442 members 
Mstep: Class 8 contains 110512 members 
Mstep: Class 9 contains 6764 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 130563 members 
Mstep: Class 13 contains 69691 members 
Mstep: Class 14 contains 160250 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166424 members 
Mstep: Class 18 contains 12679 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 77018 members 
Mstep: Class 21 contains 29146 members 
Mstep: Class 22 contains 11169 members 
Mstep: Class 23 contains 149595 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 171400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697600.000000 Penalty: 88616.031250
Iteration 122Q: 26 clusters Score -1.946976e+08 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 65151 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 177871 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 164293 members 
Mstep: Class 7 contains 48401 members 
Mstep: Class 8 contains 110616 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 133098 members 
Mstep: Class 13 contains 69708 members 
Mstep: Class 14 contains 159962 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166402 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 76651 members 
Mstep: Class 21 contains 29101 members 
Mstep: Class 22 contains 11076 members 
Mstep: Class 23 contains 148681 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 171645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697568.000000 Penalty: 88616.031250
Iteration 123Q: 26 clusters Score -1.946976e+08 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 65079 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 177721 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 164168 members 
Mstep: Class 7 contains 48359 members 
Mstep: Class 8 contains 110734 members 
Mstep: Class 9 contains 6760 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 135625 members 
Mstep: Class 13 contains 69734 members 
Mstep: Class 14 contains 159741 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166338 members 
Mstep: Class 18 contains 12667 members 
Mstep: Class 19 contains 4929 members 
Mstep: Class 20 contains 76259 members 
Mstep: Class 21 contains 29064 members 
Mstep: Class 22 contains 11006 members 
Mstep: Class 23 contains 147754 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 171825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697936.000000 Penalty: 88616.031250
Iteration 124Q: 26 clusters Score -1.946979e+08 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 64975 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 177554 members 
Mstep: Class 5 contains 1483 members 
Mstep: Class 6 contains 164045 members 
Mstep: Class 7 contains 48302 members 
Mstep: Class 8 contains 110894 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 138129 members 
Mstep: Class 13 contains 69748 members 
Mstep: Class 14 contains 159535 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166269 members 
Mstep: Class 18 contains 12655 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 75914 members 
Mstep: Class 21 contains 29029 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 146901 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 171965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698976.000000 Penalty: 88616.031250
Iteration 125Q: 26 clusters Score -1.94699e+08 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 64886 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 177418 members 
Mstep: Class 5 contains 1480 members 
Mstep: Class 6 contains 163950 members 
Mstep: Class 7 contains 48253 members 
Mstep: Class 8 contains 111037 members 
Mstep: Class 9 contains 6757 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 140465 members 
Mstep: Class 13 contains 69772 members 
Mstep: Class 14 contains 159389 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166179 members 
Mstep: Class 18 contains 12649 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 75608 members 
Mstep: Class 21 contains 28984 members 
Mstep: Class 22 contains 10805 members 
Mstep: Class 23 contains 146121 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 172104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699120.000000 Penalty: 88616.031250
Iteration 126Q: 26 clusters Score -1.946991e+08 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 64817 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 177292 members 
Mstep: Class 5 contains 1474 members 
Mstep: Class 6 contains 163797 members 
Mstep: Class 7 contains 48189 members 
Mstep: Class 8 contains 111103 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 142794 members 
Mstep: Class 13 contains 69810 members 
Mstep: Class 14 contains 159267 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166084 members 
Mstep: Class 18 contains 12638 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 75290 members 
Mstep: Class 21 contains 28946 members 
Mstep: Class 22 contains 10692 members 
Mstep: Class 23 contains 145407 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 172213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699200.000000 Penalty: 88616.031250
Iteration 127Q: 26 clusters Score -1.946992e+08 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 64739 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 177190 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 163646 members 
Mstep: Class 7 contains 48138 members 
Mstep: Class 8 contains 111145 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 145073 members 
Mstep: Class 13 contains 69808 members 
Mstep: Class 14 contains 159170 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166008 members 
Mstep: Class 18 contains 12603 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 74968 members 
Mstep: Class 21 contains 28940 members 
Mstep: Class 22 contains 10610 members 
Mstep: Class 23 contains 144655 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 172316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699456.000000 Penalty: 88616.031250
Iteration 128Q: 26 clusters Score -1.946995e+08 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 64654 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 1469 members 
Mstep: Class 6 contains 163476 members 
Mstep: Class 7 contains 48063 members 
Mstep: Class 8 contains 111174 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 147214 members 
Mstep: Class 13 contains 69786 members 
Mstep: Class 14 contains 159159 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165908 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 74667 members 
Mstep: Class 21 contains 28923 members 
Mstep: Class 22 contains 10559 members 
Mstep: Class 23 contains 144175 members 
Mstep: Class 24 contains 1098 members 
Mstep: Class 25 contains 172278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700304.000000 Penalty: 88616.031250
Iteration 129Q: 26 clusters Score -1.947003e+08 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 64571 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 176835 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 163276 members 
Mstep: Class 7 contains 47962 members 
Mstep: Class 8 contains 111183 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 149274 members 
Mstep: Class 13 contains 69752 members 
Mstep: Class 14 contains 159106 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165778 members 
Mstep: Class 18 contains 12583 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 74367 members 
Mstep: Class 21 contains 28907 members 
Mstep: Class 22 contains 10502 members 
Mstep: Class 23 contains 144055 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 172099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701520.000000 Penalty: 88616.031250
Iteration 130Q: 26 clusters Score -1.947015e+08 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 64500 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 176659 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 163092 members 
Mstep: Class 7 contains 47860 members 
Mstep: Class 8 contains 111160 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 151225 members 
Mstep: Class 13 contains 69731 members 
Mstep: Class 14 contains 159034 members 
Mstep: Class 15 contains 2560 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165646 members 
Mstep: Class 18 contains 12570 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 74058 members 
Mstep: Class 21 contains 28903 members 
Mstep: Class 22 contains 10429 members 
Mstep: Class 23 contains 144137 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 171793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701840.000000 Penalty: 88616.031250
Iteration 131Q: 26 clusters Score -1.947018e+08 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 64441 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 176403 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 162961 members 
Mstep: Class 7 contains 47772 members 
Mstep: Class 8 contains 111108 members 
Mstep: Class 9 contains 6750 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 153068 members 
Mstep: Class 13 contains 69704 members 
Mstep: Class 14 contains 158924 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165548 members 
Mstep: Class 18 contains 12556 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 73807 members 
Mstep: Class 21 contains 28895 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 144374 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 171404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702400.000000 Penalty: 88616.031250
Iteration 132Q: 26 clusters Score -1.947024e+08 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 64329 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 176100 members 
Mstep: Class 5 contains 1459 members 
Mstep: Class 6 contains 162798 members 
Mstep: Class 7 contains 47681 members 
Mstep: Class 8 contains 111021 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 155232 members 
Mstep: Class 13 contains 69699 members 
Mstep: Class 14 contains 158762 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165397 members 
Mstep: Class 18 contains 12542 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 73496 members 
Mstep: Class 21 contains 28881 members 
Mstep: Class 22 contains 10299 members 
Mstep: Class 23 contains 144861 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 170794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702832.000000 Penalty: 88616.031250
Iteration 133Q: 26 clusters Score -1.947028e+08 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 64156 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 175674 members 
Mstep: Class 5 contains 1458 members 
Mstep: Class 6 contains 162528 members 
Mstep: Class 7 contains 47571 members 
Mstep: Class 8 contains 110841 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 157926 members 
Mstep: Class 13 contains 69648 members 
Mstep: Class 14 contains 158533 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165119 members 
Mstep: Class 18 contains 12520 members 
Mstep: Class 19 contains 4998 members 
Mstep: Class 20 contains 73182 members 
Mstep: Class 21 contains 28847 members 
Mstep: Class 22 contains 10250 members 
Mstep: Class 23 contains 145779 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 169871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704368.000000 Penalty: 88616.031250
Iteration 134Q: 26 clusters Score -1.947044e+08 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 63917 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 175192 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 162196 members 
Mstep: Class 7 contains 47413 members 
Mstep: Class 8 contains 110617 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 160846 members 
Mstep: Class 13 contains 69572 members 
Mstep: Class 14 contains 158270 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 164756 members 
Mstep: Class 18 contains 12489 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 72840 members 
Mstep: Class 21 contains 28832 members 
Mstep: Class 22 contains 10196 members 
Mstep: Class 23 contains 147151 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 168758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706272.000000 Penalty: 88616.031250
Iteration 135Q: 26 clusters Score -1.947063e+08 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 63663 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 174654 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 161766 members 
Mstep: Class 7 contains 47205 members 
Mstep: Class 8 contains 110333 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 164186 members 
Mstep: Class 13 contains 69488 members 
Mstep: Class 14 contains 157923 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 164373 members 
Mstep: Class 18 contains 12459 members 
Mstep: Class 19 contains 5016 members 
Mstep: Class 20 contains 72471 members 
Mstep: Class 21 contains 28816 members 
Mstep: Class 22 contains 10170 members 
Mstep: Class 23 contains 148916 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 167251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707280.000000 Penalty: 88616.031250
Iteration 136Q: 26 clusters Score -1.947073e+08 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 63356 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 174182 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 161311 members 
Mstep: Class 7 contains 47000 members 
Mstep: Class 8 contains 110031 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 167778 members 
Mstep: Class 13 contains 69388 members 
Mstep: Class 14 contains 157497 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 163887 members 
Mstep: Class 18 contains 12408 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 72060 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 10168 members 
Mstep: Class 23 contains 151137 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 165355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708080.000000 Penalty: 88616.031250
Iteration 137Q: 26 clusters Score -1.947081e+08 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 63064 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 173750 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 160743 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 109710 members 
Mstep: Class 9 contains 6749 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 171490 members 
Mstep: Class 13 contains 69290 members 
Mstep: Class 14 contains 157061 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 163475 members 
Mstep: Class 18 contains 12365 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 71627 members 
Mstep: Class 21 contains 28737 members 
Mstep: Class 22 contains 10182 members 
Mstep: Class 23 contains 153733 members 
Mstep: Class 24 contains 1100 members 
Mstep: Class 25 contains 163052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708240.000000 Penalty: 88616.031250
Iteration 138Q: 26 clusters Score -1.947082e+08 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 62805 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 173438 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 160260 members 
Mstep: Class 7 contains 46647 members 
Mstep: Class 8 contains 109431 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 174964 members 
Mstep: Class 13 contains 69147 members 
Mstep: Class 14 contains 156662 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 163062 members 
Mstep: Class 18 contains 12339 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 20 contains 71192 members 
Mstep: Class 21 contains 28697 members 
Mstep: Class 22 contains 10231 members 
Mstep: Class 23 contains 156645 members 
Mstep: Class 24 contains 1100 members 
Mstep: Class 25 contains 160255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706560.000000 Penalty: 88616.031250
Iteration 139Q: 26 clusters Score -1.947066e+08 nChanged 20501
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 62547 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 173367 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 159900 members 
Mstep: Class 7 contains 46522 members 
Mstep: Class 8 contains 109242 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 178020 members 
Mstep: Class 13 contains 68955 members 
Mstep: Class 14 contains 156311 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 162754 members 
Mstep: Class 18 contains 12342 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 70836 members 
Mstep: Class 21 contains 28663 members 
Mstep: Class 22 contains 10304 members 
Mstep: Class 23 contains 159625 members 
Mstep: Class 24 contains 1101 members 
Mstep: Class 25 contains 157024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702720.000000 Penalty: 88616.031250
Iteration 140F: 26 clusters Score -1.947027e+08 nChanged 21433
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 62428 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 173509 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 159836 members 
Mstep: Class 7 contains 46485 members 
Mstep: Class 8 contains 109136 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 180515 members 
Mstep: Class 13 contains 68686 members 
Mstep: Class 14 contains 156185 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 162726 members 
Mstep: Class 18 contains 12344 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 20 contains 70646 members 
Mstep: Class 21 contains 28635 members 
Mstep: Class 22 contains 10422 members 
Mstep: Class 23 contains 162032 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 153384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700480.000000 Penalty: 88616.031250
Iteration 141Q: 26 clusters Score -1.947005e+08 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 62391 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 174019 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 160054 members 
Mstep: Class 7 contains 46557 members 
Mstep: Class 8 contains 109156 members 
Mstep: Class 9 contains 6770 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 182204 members 
Mstep: Class 13 contains 68343 members 
Mstep: Class 14 contains 156336 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 162980 members 
Mstep: Class 18 contains 12374 members 
Mstep: Class 19 contains 5028 members 
Mstep: Class 20 contains 70568 members 
Mstep: Class 21 contains 28671 members 
Mstep: Class 22 contains 10548 members 
Mstep: Class 23 contains 163847 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 149392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697248.000000 Penalty: 88616.031250
Iteration 142Q: 26 clusters Score -1.946972e+08 nChanged 20974
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 62458 members 
Mstep: Class 3 contains 3725 members 
Mstep: Class 4 contains 174890 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 160524 members 
Mstep: Class 7 contains 46697 members 
Mstep: Class 8 contains 109394 members 
Mstep: Class 9 contains 6785 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 182652 members 
Mstep: Class 13 contains 68005 members 
Mstep: Class 14 contains 156774 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 163542 members 
Mstep: Class 18 contains 12427 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 20 contains 70630 members 
Mstep: Class 21 contains 28718 members 
Mstep: Class 22 contains 10718 members 
Mstep: Class 23 contains 165076 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 145319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693472.000000 Penalty: 88616.031250
Iteration 143Q: 26 clusters Score -1.946935e+08 nChanged 19814
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 62591 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 175865 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 161249 members 
Mstep: Class 7 contains 46906 members 
Mstep: Class 8 contains 109775 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 182185 members 
Mstep: Class 13 contains 67616 members 
Mstep: Class 14 contains 157312 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 164292 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 20 contains 70814 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 10926 members 
Mstep: Class 23 contains 165826 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 141453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690784.000000 Penalty: 88616.031250
Iteration 144Q: 26 clusters Score -1.946908e+08 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 62816 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 177087 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 162090 members 
Mstep: Class 7 contains 47173 members 
Mstep: Class 8 contains 110247 members 
Mstep: Class 9 contains 6800 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 180893 members 
Mstep: Class 13 contains 67260 members 
Mstep: Class 14 contains 158017 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 165184 members 
Mstep: Class 18 contains 12549 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 71058 members 
Mstep: Class 21 contains 28878 members 
Mstep: Class 22 contains 11142 members 
Mstep: Class 23 contains 166074 members 
Mstep: Class 24 contains 1103 members 
Mstep: Class 25 contains 137816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688768.000000 Penalty: 88616.031250
Iteration 145Q: 26 clusters Score -1.946888e+08 nChanged 16029
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 63033 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 4 contains 178235 members 
Mstep: Class 5 contains 1430 members 
Mstep: Class 6 contains 162957 members 
Mstep: Class 7 contains 47382 members 
Mstep: Class 8 contains 110745 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 179384 members 
Mstep: Class 13 contains 66917 members 
Mstep: Class 14 contains 158854 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 166145 members 
Mstep: Class 18 contains 12617 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 71394 members 
Mstep: Class 21 contains 28955 members 
Mstep: Class 22 contains 11355 members 
Mstep: Class 23 contains 166022 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 134368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688992.000000 Penalty: 88616.031250
Iteration 146Q: 26 clusters Score -1.94689e+08 nChanged 14627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 63296 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 179372 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 163764 members 
Mstep: Class 7 contains 47606 members 
Mstep: Class 8 contains 111204 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 177750 members 
Mstep: Class 13 contains 66623 members 
Mstep: Class 14 contains 159679 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 167141 members 
Mstep: Class 18 contains 12663 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 71729 members 
Mstep: Class 21 contains 29031 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 165836 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 131139 members 
Entering Unmasked Estep 
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Score: -194689008.000000 Penalty: 88616.031250
Iteration 147Q: 26 clusters Score -1.94689e+08 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 63588 members 
Mstep: Class 3 contains 3722 members 
Mstep: Class 4 contains 180304 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 164548 members 
Mstep: Class 7 contains 47822 members 
Mstep: Class 8 contains 111603 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 176335 members 
Mstep: Class 13 contains 66380 members 
Mstep: Class 14 contains 160426 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 168103 members 
Mstep: Class 18 contains 12723 members 
Mstep: Class 19 contains 5022 members 
Mstep: Class 20 contains 72101 members 
Mstep: Class 21 contains 29077 members 
Mstep: Class 22 contains 11767 members 
Mstep: Class 23 contains 165504 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 128180 members 
Entering Unmasked Estep 
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Iteration 148Q: 26 clusters Score -1.946889e+08 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 63901 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 181107 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 165242 members 
Mstep: Class 7 contains 48018 members 
Mstep: Class 8 contains 112051 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 175079 members 
Mstep: Class 13 contains 66147 members 
Mstep: Class 14 contains 161087 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 169085 members 
Mstep: Class 18 contains 12787 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 72410 members 
Mstep: Class 21 contains 29133 members 
Mstep: Class 22 contains 11978 members 
Mstep: Class 23 contains 165053 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 125434 members 
Entering Unmasked Estep 
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Iteration 149Q: 26 clusters Score -1.946875e+08 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 64186 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 181678 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 165812 members 
Mstep: Class 7 contains 48233 members 
Mstep: Class 8 contains 112509 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 174034 members 
Mstep: Class 13 contains 65968 members 
Mstep: Class 14 contains 161689 members 
Mstep: Class 15 contains 2570 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170030 members 
Mstep: Class 18 contains 12847 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 72760 members 
Mstep: Class 21 contains 29197 members 
Mstep: Class 22 contains 12169 members 
Mstep: Class 23 contains 164586 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 122817 members 
Entering Unmasked Estep 
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Iteration 150Q: 26 clusters Score -1.946884e+08 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 64413 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 181963 members 
Mstep: Class 5 contains 1415 members 
Mstep: Class 6 contains 166340 members 
Mstep: Class 7 contains 48426 members 
Mstep: Class 8 contains 112923 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173260 members 
Mstep: Class 13 contains 65830 members 
Mstep: Class 14 contains 162226 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170923 members 
Mstep: Class 18 contains 12891 members 
Mstep: Class 19 contains 5016 members 
Mstep: Class 20 contains 73077 members 
Mstep: Class 21 contains 29222 members 
Mstep: Class 22 contains 12360 members 
Mstep: Class 23 contains 164226 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 120457 members 
Entering Unmasked Estep 
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Iteration 151Q: 26 clusters Score -1.946883e+08 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 64637 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 182170 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 166758 members 
Mstep: Class 7 contains 48579 members 
Mstep: Class 8 contains 113335 members 
Mstep: Class 9 contains 6833 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 172907 members 
Mstep: Class 13 contains 65740 members 
Mstep: Class 14 contains 162670 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171689 members 
Mstep: Class 18 contains 12940 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 20 contains 73367 members 
Mstep: Class 21 contains 29229 members 
Mstep: Class 22 contains 12542 members 
Mstep: Class 23 contains 163873 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 118094 members 
Entering Unmasked Estep 
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Iteration 152Q: 26 clusters Score -1.946889e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 64830 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 182310 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 167128 members 
Mstep: Class 7 contains 48699 members 
Mstep: Class 8 contains 113696 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 172806 members 
Mstep: Class 13 contains 65625 members 
Mstep: Class 14 contains 163031 members 
Mstep: Class 15 contains 2562 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172306 members 
Mstep: Class 18 contains 12968 members 
Mstep: Class 19 contains 5015 members 
Mstep: Class 20 contains 73614 members 
Mstep: Class 21 contains 29230 members 
Mstep: Class 22 contains 12722 members 
Mstep: Class 23 contains 163659 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 115922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688896.000000 Penalty: 88616.031250
Iteration 153Q: 26 clusters Score -1.946889e+08 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 64997 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 182417 members 
Mstep: Class 5 contains 1410 members 
Mstep: Class 6 contains 167421 members 
Mstep: Class 7 contains 48823 members 
Mstep: Class 8 contains 114067 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 172826 members 
Mstep: Class 13 contains 65568 members 
Mstep: Class 14 contains 163299 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172899 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 5011 members 
Mstep: Class 20 contains 73843 members 
Mstep: Class 21 contains 29227 members 
Mstep: Class 22 contains 12900 members 
Mstep: Class 23 contains 163425 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 113883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688800.000000 Penalty: 88616.031250
Iteration 154Q: 26 clusters Score -1.946888e+08 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 65163 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 182514 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 167639 members 
Mstep: Class 7 contains 48945 members 
Mstep: Class 8 contains 114409 members 
Mstep: Class 9 contains 6828 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173112 members 
Mstep: Class 13 contains 65514 members 
Mstep: Class 14 contains 163502 members 
Mstep: Class 15 contains 2565 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173333 members 
Mstep: Class 18 contains 13029 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 74044 members 
Mstep: Class 21 contains 29213 members 
Mstep: Class 22 contains 13088 members 
Mstep: Class 23 contains 163274 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 111889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688544.000000 Penalty: 88616.031250
Iteration 155Q: 26 clusters Score -1.946885e+08 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 65350 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 182582 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 167814 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 114747 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173477 members 
Mstep: Class 13 contains 65484 members 
Mstep: Class 14 contains 163722 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173636 members 
Mstep: Class 18 contains 13047 members 
Mstep: Class 19 contains 5006 members 
Mstep: Class 20 contains 74234 members 
Mstep: Class 21 contains 29186 members 
Mstep: Class 22 contains 13260 members 
Mstep: Class 23 contains 163173 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 109989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687520.000000 Penalty: 88616.031250
Iteration 156Q: 26 clusters Score -1.946875e+08 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 65521 members 
Mstep: Class 3 contains 3712 members 
Mstep: Class 4 contains 182685 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 168004 members 
Mstep: Class 7 contains 49215 members 
Mstep: Class 8 contains 115077 members 
Mstep: Class 9 contains 6836 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173759 members 
Mstep: Class 13 contains 65445 members 
Mstep: Class 14 contains 163963 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173824 members 
Mstep: Class 18 contains 13058 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 20 contains 74390 members 
Mstep: Class 21 contains 29167 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 163159 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 108164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687216.000000 Penalty: 88616.031250
Iteration 157Q: 26 clusters Score -1.946872e+08 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 65672 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 4 contains 182763 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 168161 members 
Mstep: Class 7 contains 49350 members 
Mstep: Class 8 contains 115398 members 
Mstep: Class 9 contains 6837 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173860 members 
Mstep: Class 13 contains 65408 members 
Mstep: Class 14 contains 164198 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173902 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 4995 members 
Mstep: Class 20 contains 74572 members 
Mstep: Class 21 contains 29164 members 
Mstep: Class 22 contains 13639 members 
Mstep: Class 23 contains 163293 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 106510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686976.000000 Penalty: 88616.031250
Iteration 158Q: 26 clusters Score -1.94687e+08 nChanged 7061
Entering ConstructFrom: 
Score: -194686976.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (29239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Entering Unmasked Estep 
Score: -3591843.500000 Penalty: 2550.248047
	Iteration 0F: 2 clusters Score -3591844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3571642.750000 Penalty: 5100.496094
	Iteration 0F: 3 clusters Score -3571643 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3578833.500000 Penalty: 5100.496094
	Iteration 1F: 3 clusters Score -3578834 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3579211.750000 Penalty: 5100.496094
	Iteration 2Q: 3 clusters Score -3579212 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3579521.000000 Penalty: 5100.496094
	Iteration 3Q: 3 clusters Score -3579521 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3579839.250000 Penalty: 5100.496094
	Iteration 4Q: 3 clusters Score -3579839 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3580136.250000 Penalty: 5100.496094
	Iteration 5Q: 3 clusters Score -3580136 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3580497.750000 Penalty: 5100.496094
	Iteration 6Q: 3 clusters Score -3580498 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3581043.500000 Penalty: 5100.496094
	Iteration 7Q: 3 clusters Score -3581044 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3581778.500000 Penalty: 5100.496094
	Iteration 8Q: 3 clusters Score -3581778 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3582916.750000 Penalty: 5100.496094
	Iteration 9F: 3 clusters Score -3582917 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3584328.000000 Penalty: 5100.496094
	Iteration 10F: 3 clusters Score -3584328 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3586032.000000 Penalty: 5100.496094
	Iteration 11F: 3 clusters Score -3586032 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3587576.250000 Penalty: 5100.496094
	Iteration 12F: 3 clusters Score -3587576 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3588684.750000 Penalty: 5100.496094
	Iteration 13Q: 3 clusters Score -3588685 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3589331.500000 Penalty: 5100.496094
	Iteration 14Q: 3 clusters Score -3589332 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3589672.750000 Penalty: 5100.496094
	Iteration 15Q: 3 clusters Score -3589673 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3589810.500000 Penalty: 5100.496094
	Iteration 16Q: 3 clusters Score -3589810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3589874.750000 Penalty: 5100.496094
	Iteration 17Q: 3 clusters Score -3589875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3589930.000000 Penalty: 5100.496094
	Iteration 18Q: 3 clusters Score -3589930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3589955.000000 Penalty: 5100.496094
	Iteration 19Q: 3 clusters Score -3589955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3589968.750000 Penalty: 5100.496094
	Iteration 20F: 3 clusters Score -3589969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3589984.250000 Penalty: 5100.496094
	Iteration 21Q: 3 clusters Score -3589984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3590003.750000 Penalty: 5100.496094
	Iteration 22Q: 3 clusters Score -3590004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3590016.250000 Penalty: 5100.496094
	Iteration 23Q: 3 clusters Score -3590016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3590022.000000 Penalty: 5100.496094
	Iteration 24Q: 3 clusters Score -3590022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3590025.500000 Penalty: 5100.496094
	Iteration 25Q: 3 clusters Score -3590026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3590035.000000 Penalty: 5100.496094
	Iteration 26Q: 3 clusters Score -3590035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3590034.500000 Penalty: 5100.496094
	Iteration 27Q: 3 clusters Score -3590034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3590027.000000 Penalty: 5100.496094
	Iteration 28Q: 3 clusters Score -3590027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3590026.750000 Penalty: 5100.496094
	Iteration 29Q: 3 clusters Score -3590027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3590030.250000 Penalty: 5100.496094
	Iteration 30Q: 3 clusters Score -3590030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3590026.750000 Penalty: 5100.496094
	Iteration 31Q: 3 clusters Score -3590027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3590033.000000 Penalty: 5100.496094
	Iteration 32Q: 3 clusters Score -3590033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3590036.500000 Penalty: 5100.496094
	Iteration 33Q: 3 clusters Score -3590036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3590034.500000 Penalty: 5100.496094
	Iteration 34Q: 3 clusters Score -3590034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3590034.250000 Penalty: 5100.496094
	Iteration 35Q: 3 clusters Score -3590034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3590029.250000 Penalty: 5100.496094
	Iteration 36Q: 3 clusters Score -3590029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3590033.500000 Penalty: 5100.496094
	Iteration 37Q: 3 clusters Score -3590034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3590030.250000 Penalty: 5100.496094
	Iteration 38Q: 3 clusters Score -3590030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3590033.750000 Penalty: 5100.496094
	Iteration 39Q: 3 clusters Score -3590034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3590039.000000 Penalty: 5100.496094
	Iteration 40F: 3 clusters Score -3590039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Entering Unmasked Estep 
Score: -8174915.000000 Penalty: 2751.476562
	Iteration 0F: 2 clusters Score -8174915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -8130919.500000 Penalty: 5502.953125
	Iteration 0F: 3 clusters Score -8130920 nChanged 30468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -8148210.500000 Penalty: 5502.953125
	Iteration 1F: 3 clusters Score -8148210 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8149112.500000 Penalty: 5502.953125
	Iteration 2Q: 3 clusters Score -8149112 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -8150248.000000 Penalty: 5502.953125
	Iteration 3Q: 3 clusters Score -8150248 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8151918.000000 Penalty: 5502.953125
	Iteration 4F: 3 clusters Score -8151918 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8154573.000000 Penalty: 5502.953125
	Iteration 5F: 3 clusters Score -8154573 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -8158349.000000 Penalty: 5502.953125
	Iteration 6F: 3 clusters Score -8158349 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -8162933.000000 Penalty: 5502.953125
	Iteration 7F: 3 clusters Score -8162933 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -8167010.000000 Penalty: 5502.953125
	Iteration 8F: 3 clusters Score -8167010 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -8169479.000000 Penalty: 5502.953125
	Iteration 9Q: 3 clusters Score -8169479 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -8170890.000000 Penalty: 5502.953125
	Iteration 10Q: 3 clusters Score -8170890 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -8171633.000000 Penalty: 5502.953125
	Iteration 11Q: 3 clusters Score -8171633 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -8172007.000000 Penalty: 5502.953125
	Iteration 12Q: 3 clusters Score -8172007 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -8172240.500000 Penalty: 5502.953125
	Iteration 13Q: 3 clusters Score -8172240 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8172388.500000 Penalty: 5502.953125
	Iteration 14Q: 3 clusters Score -8172388 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -8172476.000000 Penalty: 5502.953125
	Iteration 15Q: 3 clusters Score -8172476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -8172533.000000 Penalty: 5502.953125
	Iteration 16Q: 3 clusters Score -8172533 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -8172569.000000 Penalty: 5502.953125
	Iteration 17Q: 3 clusters Score -8172569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -8172602.500000 Penalty: 5502.953125
	Iteration 18Q: 3 clusters Score -8172602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -8172643.500000 Penalty: 5502.953125
	Iteration 19Q: 3 clusters Score -8172644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -8172655.000000 Penalty: 5502.953125
	Iteration 20F: 3 clusters Score -8172655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -8172671.500000 Penalty: 5502.953125
	Iteration 21Q: 3 clusters Score -8172672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -8172714.500000 Penalty: 5502.953125
	Iteration 22Q: 3 clusters Score -8172714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -8172710.500000 Penalty: 5502.953125
	Iteration 23Q: 3 clusters Score -8172710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -8172731.000000 Penalty: 5502.953125
	Iteration 24Q: 3 clusters Score -8172731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -8172735.500000 Penalty: 5502.953125
	Iteration 25Q: 3 clusters Score -8172736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -8172744.000000 Penalty: 5502.953125
	Iteration 26Q: 3 clusters Score -8172744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -8172749.000000 Penalty: 5502.953125
	Iteration 27Q: 3 clusters Score -8172749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -8172754.000000 Penalty: 5502.953125
	Iteration 28Q: 3 clusters Score -8172754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -8172750.000000 Penalty: 5502.953125
	Iteration 29Q: 3 clusters Score -8172750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -8172756.000000 Penalty: 5502.953125
	Iteration 30Q: 3 clusters Score -8172756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 64122 members 
Entering Unmasked Estep 
Score: -8172754.000000 Penalty: 5502.953125
	Iteration 31Q: 3 clusters Score -8172754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -8172743.500000 Penalty: 5502.953125
	Iteration 32Q: 3 clusters Score -8172744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -8172750.500000 Penalty: 5502.953125
	Iteration 33Q: 3 clusters Score -8172750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -8172745.000000 Penalty: 5502.953125
	Iteration 34Q: 3 clusters Score -8172745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8172760.500000 Penalty: 5502.953125
	Iteration 35Q: 3 clusters Score -8172760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
Score: -8172760.000000 Penalty: 5502.953125
	Iteration 36Q: 3 clusters Score -8172760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -8172763.000000 Penalty: 5502.953125
	Iteration 37Q: 3 clusters Score -8172763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -8172754.500000 Penalty: 5502.953125
	Iteration 38Q: 3 clusters Score -8172754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -8172761.500000 Penalty: 5502.953125
	Iteration 39Q: 3 clusters Score -8172762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8172762.500000 Penalty: 5502.953125
	Iteration 40F: 3 clusters Score -8172762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8172767.000000 Penalty: 5502.953125
	Iteration 41Q: 3 clusters Score -8172767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -8172777.500000 Penalty: 5502.953125
	Iteration 42Q: 3 clusters Score -8172778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -8172779.500000 Penalty: 5502.953125
	Iteration 43Q: 3 clusters Score -8172780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -8172777.000000 Penalty: 5502.953125
	Iteration 44Q: 3 clusters Score -8172777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -8172774.500000 Penalty: 5502.953125
	Iteration 45Q: 3 clusters Score -8172774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -8172776.500000 Penalty: 5502.953125
	Iteration 46Q: 3 clusters Score -8172776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -8172776.500000 Penalty: 5502.953125
	Iteration 47F: 3 clusters Score -8172776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -447366.812500 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -447366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -443642.531250 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -443642.5 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -444419.656250 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -444419.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -444578.437500 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -444578.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -444667.500000 Penalty: 4076.652344
	Iteration 3Q: 3 clusters Score -444667.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -444729.343750 Penalty: 4076.652344
	Iteration 4Q: 3 clusters Score -444729.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -444787.468750 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -444787.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -444829.031250 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -444829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -444864.593750 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -444864.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -444891.468750 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -444891.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -444917.406250 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -444917.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -444932.031250 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -444932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -444944.812500 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -444944.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -444958.218750 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -444958.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -444977.250000 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -444977.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -444998.843750 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -444998.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -445023.437500 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -445023.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -445050.343750 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -445050.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -445088.218750 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -445088.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -445126.062500 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -445126.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -445168.562500 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -445168.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -445214.875000 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -445214.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -445267.437500 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -445267.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -445317.562500 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -445317.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -445382.812500 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -445382.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -445465.281250 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -445465.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -445548.750000 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -445548.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -445620.187500 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -445620.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -445688.031250 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -445688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -445745.156250 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -445745.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -445785.062500 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -445785.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -445839.687500 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -445839.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -445910.406250 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -445910.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -445967.250000 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -445967.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -446014.968750 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -446015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -446073.156250 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -446073.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -446140.156250 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -446140.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -446207.812500 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -446207.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -446274.750000 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -446274.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -446344.187500 Penalty: 4076.652344
	Iteration 38Q: 3 clusters Score -446344.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -446411.500000 Penalty: 4076.652344
	Iteration 39Q: 3 clusters Score -446411.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -446472.468750 Penalty: 4076.652344
	Iteration 40F: 3 clusters Score -446472.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -446514.781250 Penalty: 4076.652344
	Iteration 41Q: 3 clusters Score -446514.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -446540.718750 Penalty: 4076.652344
	Iteration 42Q: 3 clusters Score -446540.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -446555.843750 Penalty: 4076.652344
	Iteration 43Q: 3 clusters Score -446555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -446564.968750 Penalty: 4076.652344
	Iteration 44Q: 3 clusters Score -446565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -446572.000000 Penalty: 4076.652344
	Iteration 45Q: 3 clusters Score -446572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -446573.937500 Penalty: 4076.652344
	Iteration 46Q: 3 clusters Score -446573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -446575.250000 Penalty: 4076.652344
	Iteration 47Q: 3 clusters Score -446575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -446575.656250 Penalty: 4076.652344
	Iteration 48Q: 3 clusters Score -446575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -446576.593750 Penalty: 4076.652344
	Iteration 49Q: 3 clusters Score -446576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -446577.468750 Penalty: 4076.652344
	Iteration 50Q: 3 clusters Score -446577.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -446580.093750 Penalty: 4076.652344
	Iteration 51Q: 3 clusters Score -446580.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -446582.468750 Penalty: 4076.652344
	Iteration 52Q: 3 clusters Score -446582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -446583.000000 Penalty: 4076.652344
	Iteration 53Q: 3 clusters Score -446583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -446583.000000 Penalty: 4076.652344
	Iteration 54F: 3 clusters Score -446583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182922 members 
Entering Unmasked Estep 
Score: -22637060.000000 Penalty: 3004.970215
	Iteration 0F: 2 clusters Score -2.263706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -22524762.000000 Penalty: 6009.940430
	Iteration 0F: 3 clusters Score -2.252476e+07 nChanged 87971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 93874 members 
Entering Unmasked Estep 
Score: -22575898.000000 Penalty: 6009.940430
	Iteration 1F: 3 clusters Score -2.25759e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 95226 members 
Entering Unmasked Estep 
Score: -22576768.000000 Penalty: 6009.940430
	Iteration 2Q: 3 clusters Score -2.257677e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -22577954.000000 Penalty: 6009.940430
	Iteration 3Q: 3 clusters Score -2.257795e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -22579520.000000 Penalty: 6009.940430
	Iteration 4Q: 3 clusters Score -2.257952e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 104512 members 
Entering Unmasked Estep 
Score: -22581978.000000 Penalty: 6009.940430
	Iteration 5Q: 3 clusters Score -2.258198e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -22585894.000000 Penalty: 6009.940430
	Iteration 6Q: 3 clusters Score -2.258589e+07 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -22592056.000000 Penalty: 6009.940430
	Iteration 7F: 3 clusters Score -2.259206e+07 nChanged 12363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -22601494.000000 Penalty: 6009.940430
	Iteration 8F: 3 clusters Score -2.260149e+07 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 145264 members 
Entering Unmasked Estep 
Score: -22612944.000000 Penalty: 6009.940430
	Iteration 9F: 3 clusters Score -2.261294e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -22622712.000000 Penalty: 6009.940430
	Iteration 10F: 3 clusters Score -2.262271e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22628522.000000 Penalty: 6009.940430
	Iteration 11F: 3 clusters Score -2.262852e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 172533 members 
Entering Unmasked Estep 
Score: -22631564.000000 Penalty: 6009.940430
	Iteration 12Q: 3 clusters Score -2.263156e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 175795 members 
Entering Unmasked Estep 
Score: -22633204.000000 Penalty: 6009.940430
	Iteration 13Q: 3 clusters Score -2.26332e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -22634038.000000 Penalty: 6009.940430
	Iteration 14Q: 3 clusters Score -2.263404e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 178671 members 
Entering Unmasked Estep 
Score: -22634440.000000 Penalty: 6009.940430
	Iteration 15Q: 3 clusters Score -2.263444e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 179304 members 
Entering Unmasked Estep 
Score: -22634662.000000 Penalty: 6009.940430
	Iteration 16Q: 3 clusters Score -2.263466e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 179724 members 
Entering Unmasked Estep 
Score: -22634804.000000 Penalty: 6009.940430
	Iteration 17Q: 3 clusters Score -2.26348e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 180024 members 
Entering Unmasked Estep 
Score: -22634844.000000 Penalty: 6009.940430
	Iteration 18Q: 3 clusters Score -2.263484e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 180240 members 
Entering Unmasked Estep 
Score: -22634938.000000 Penalty: 6009.940430
	Iteration 19Q: 3 clusters Score -2.263494e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 180403 members 
Entering Unmasked Estep 
Score: -22635018.000000 Penalty: 6009.940430
	Iteration 20F: 3 clusters Score -2.263502e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 180532 members 
Entering Unmasked Estep 
Score: -22635100.000000 Penalty: 6009.940430
	Iteration 21Q: 3 clusters Score -2.26351e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 180617 members 
Entering Unmasked Estep 
Score: -22635110.000000 Penalty: 6009.940430
	Iteration 22Q: 3 clusters Score -2.263511e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 180695 members 
Entering Unmasked Estep 
Score: -22635132.000000 Penalty: 6009.940430
	Iteration 23Q: 3 clusters Score -2.263513e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 180764 members 
Entering Unmasked Estep 
Score: -22635158.000000 Penalty: 6009.940430
	Iteration 24Q: 3 clusters Score -2.263516e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 180821 members 
Entering Unmasked Estep 
Score: -22635144.000000 Penalty: 6009.940430
	Iteration 25Q: 3 clusters Score -2.263514e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 180862 members 
Entering Unmasked Estep 
Score: -22635142.000000 Penalty: 6009.940430
	Iteration 26Q: 3 clusters Score -2.263514e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 180908 members 
Entering Unmasked Estep 
Score: -22635144.000000 Penalty: 6009.940430
	Iteration 27Q: 3 clusters Score -2.263514e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -22635152.000000 Penalty: 6009.940430
	Iteration 28Q: 3 clusters Score -2.263515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 180985 members 
Entering Unmasked Estep 
Score: -22635120.000000 Penalty: 6009.940430
	Iteration 29Q: 3 clusters Score -2.263512e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -22635124.000000 Penalty: 6009.940430
	Iteration 30Q: 3 clusters Score -2.263512e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 181039 members 
Entering Unmasked Estep 
Score: -22635116.000000 Penalty: 6009.940430
	Iteration 31Q: 3 clusters Score -2.263512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 181066 members 
Entering Unmasked Estep 
Score: -22635130.000000 Penalty: 6009.940430
	Iteration 32Q: 3 clusters Score -2.263513e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 181092 members 
Entering Unmasked Estep 
Score: -22635120.000000 Penalty: 6009.940430
	Iteration 33Q: 3 clusters Score -2.263512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 181116 members 
Entering Unmasked Estep 
Score: -22635138.000000 Penalty: 6009.940430
	Iteration 34Q: 3 clusters Score -2.263514e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -22635160.000000 Penalty: 6009.940430
	Iteration 35Q: 3 clusters Score -2.263516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 181155 members 
Entering Unmasked Estep 
Score: -22635156.000000 Penalty: 6009.940430
	Iteration 36Q: 3 clusters Score -2.263516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 181167 members 
Entering Unmasked Estep 
Score: -22635148.000000 Penalty: 6009.940430
	Iteration 37Q: 3 clusters Score -2.263515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -22635140.000000 Penalty: 6009.940430
	Iteration 38Q: 3 clusters Score -2.263514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 181180 members 
Entering Unmasked Estep 
Score: -22635160.000000 Penalty: 6009.940430
	Iteration 39Q: 3 clusters Score -2.263516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 181189 members 
Entering Unmasked Estep 
Score: -22635152.000000 Penalty: 6009.940430
	Iteration 40F: 3 clusters Score -2.263515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -22635148.000000 Penalty: 6009.940430
	Iteration 41Q: 3 clusters Score -2.263515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 181207 members 
Entering Unmasked Estep 
Score: -22635144.000000 Penalty: 6009.940430
	Iteration 42Q: 3 clusters Score -2.263514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 181207 members 
Entering Unmasked Estep 
Score: -22635146.000000 Penalty: 6009.940430
	Iteration 43Q: 3 clusters Score -2.263515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -22635132.000000 Penalty: 6009.940430
	Iteration 44Q: 3 clusters Score -2.263513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 181202 members 
Entering Unmasked Estep 
Score: -22635148.000000 Penalty: 6009.940430
	Iteration 45Q: 3 clusters Score -2.263515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -22635142.000000 Penalty: 6009.940430
	Iteration 46Q: 3 clusters Score -2.263514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -22635144.000000 Penalty: 6009.940430
	Iteration 47Q: 3 clusters Score -2.263514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -22635148.000000 Penalty: 6009.940430
	Iteration 48Q: 3 clusters Score -2.263515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 181201 members 
Entering Unmasked Estep 
Score: -22635144.000000 Penalty: 6009.940430
	Iteration 49Q: 3 clusters Score -2.263514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 181200 members 
Entering Unmasked Estep 
Score: -22635140.000000 Penalty: 6009.940430
	Iteration 50Q: 3 clusters Score -2.263514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -22635156.000000 Penalty: 6009.940430
	Iteration 51Q: 3 clusters Score -2.263516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 181199 members 
Entering Unmasked Estep 
Score: -22635156.000000 Penalty: 6009.940430
	Iteration 52F: 3 clusters Score -2.263516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -146587.078125 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -146587.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144478.484375 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -144478.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144973.453125 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -144973.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145270.828125 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -145270.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145567.812500 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -145567.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -145710.421875 Penalty: 3593.491211
	Iteration 4F: 3 clusters Score -145710.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -145803.921875 Penalty: 3593.491211
	Iteration 5Q: 3 clusters Score -145803.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145931.703125 Penalty: 3593.491211
	Iteration 6Q: 3 clusters Score -145931.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -145997.203125 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -145997.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -146038.312500 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -146038.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -146052.046875 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -146052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -146059.937500 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -146059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -146066.046875 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -146066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -146069.656250 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -146069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -146080.968750 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -146081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -146093.234375 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -146093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -146097.640625 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -146097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -146100.656250 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -146100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -146102.828125 Penalty: 3593.491211
	Iteration 17Q: 3 clusters Score -146102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -146105.390625 Penalty: 3593.491211
	Iteration 18Q: 3 clusters Score -146105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146106.546875 Penalty: 3593.491211
	Iteration 19Q: 3 clusters Score -146106.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146106.546875 Penalty: 3593.491211
	Iteration 20F: 3 clusters Score -146106.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (168281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168281 members 
Entering Unmasked Estep 
Score: -20805618.000000 Penalty: 2984.280762
	Iteration 0F: 2 clusters Score -2.080562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -20696278.000000 Penalty: 5968.561523
	Iteration 0F: 3 clusters Score -2.069628e+07 nChanged 80453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -20743018.000000 Penalty: 5968.561523
	Iteration 1F: 3 clusters Score -2.074302e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -20744320.000000 Penalty: 5968.561523
	Iteration 2Q: 3 clusters Score -2.074432e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -20746186.000000 Penalty: 5968.561523
	Iteration 3Q: 3 clusters Score -2.074619e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -20749488.000000 Penalty: 5968.561523
	Iteration 4Q: 3 clusters Score -2.074949e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112501 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -20755860.000000 Penalty: 5968.561523
	Iteration 5F: 3 clusters Score -2.075586e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125237 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -20765982.000000 Penalty: 5968.561523
	Iteration 6F: 3 clusters Score -2.076598e+07 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -20778886.000000 Penalty: 5968.561523
	Iteration 7F: 3 clusters Score -2.077889e+07 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -20790676.000000 Penalty: 5968.561523
	Iteration 8F: 3 clusters Score -2.079068e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -20798000.000000 Penalty: 5968.561523
	Iteration 9Q: 3 clusters Score -2.0798e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -20800934.000000 Penalty: 5968.561523
	Iteration 10Q: 3 clusters Score -2.080093e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -20802258.000000 Penalty: 5968.561523
	Iteration 11Q: 3 clusters Score -2.080226e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166646 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -20802714.000000 Penalty: 5968.561523
	Iteration 12Q: 3 clusters Score -2.080271e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20802956.000000 Penalty: 5968.561523
	Iteration 13Q: 3 clusters Score -2.080296e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167186 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -20803104.000000 Penalty: 5968.561523
	Iteration 14Q: 3 clusters Score -2.08031e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167286 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -20803204.000000 Penalty: 5968.561523
	Iteration 15Q: 3 clusters Score -2.08032e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20803258.000000 Penalty: 5968.561523
	Iteration 16Q: 3 clusters Score -2.080326e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167335 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20803326.000000 Penalty: 5968.561523
	Iteration 17Q: 3 clusters Score -2.080333e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167349 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20803364.000000 Penalty: 5968.561523
	Iteration 18Q: 3 clusters Score -2.080336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167360 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -20803362.000000 Penalty: 5968.561523
	Iteration 19Q: 3 clusters Score -2.080336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167367 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -20803376.000000 Penalty: 5968.561523
	Iteration 20F: 3 clusters Score -2.080338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -20803374.000000 Penalty: 5968.561523
	Iteration 21Q: 3 clusters Score -2.080337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167388 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20803382.000000 Penalty: 5968.561523
	Iteration 22Q: 3 clusters Score -2.080338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20803372.000000 Penalty: 5968.561523
	Iteration 23Q: 3 clusters Score -2.080337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20803416.000000 Penalty: 5968.561523
	Iteration 24Q: 3 clusters Score -2.080342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20803416.000000 Penalty: 5968.561523
	Iteration 25Q: 3 clusters Score -2.080342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20803398.000000 Penalty: 5968.561523
	Iteration 26Q: 3 clusters Score -2.08034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20803396.000000 Penalty: 5968.561523
	Iteration 27Q: 3 clusters Score -2.08034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20803414.000000 Penalty: 5968.561523
	Iteration 28Q: 3 clusters Score -2.080341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -20803412.000000 Penalty: 5968.561523
	Iteration 29Q: 3 clusters Score -2.080341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -20803410.000000 Penalty: 5968.561523
	Iteration 30Q: 3 clusters Score -2.080341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20803424.000000 Penalty: 5968.561523
	Iteration 31Q: 3 clusters Score -2.080342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -20803446.000000 Penalty: 5968.561523
	Iteration 32Q: 3 clusters Score -2.080345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -20803440.000000 Penalty: 5968.561523
	Iteration 33Q: 3 clusters Score -2.080344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20803438.000000 Penalty: 5968.561523
	Iteration 34Q: 3 clusters Score -2.080344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20803438.000000 Penalty: 5968.561523
	Iteration 35F: 3 clusters Score -2.080344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Entering Unmasked Estep 
Score: -6128068.500000 Penalty: 2680.656982
	Iteration 0F: 2 clusters Score -6128068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -6094692.500000 Penalty: 5361.313965
	Iteration 0F: 3 clusters Score -6094692 nChanged 22889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6107318.500000 Penalty: 5361.313965
	Iteration 1F: 3 clusters Score -6107318 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -6107886.500000 Penalty: 5361.313965
	Iteration 2Q: 3 clusters Score -6107886 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6108419.500000 Penalty: 5361.313965
	Iteration 3Q: 3 clusters Score -6108420 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -6108756.500000 Penalty: 5361.313965
	Iteration 4Q: 3 clusters Score -6108756 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -6109121.000000 Penalty: 5361.313965
	Iteration 5Q: 3 clusters Score -6109121 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -6109530.000000 Penalty: 5361.313965
	Iteration 6Q: 3 clusters Score -6109530 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -6109933.500000 Penalty: 5361.313965
	Iteration 7Q: 3 clusters Score -6109934 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -6110431.500000 Penalty: 5361.313965
	Iteration 8Q: 3 clusters Score -6110432 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6111045.000000 Penalty: 5361.313965
	Iteration 9Q: 3 clusters Score -6111045 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -6111713.000000 Penalty: 5361.313965
	Iteration 10Q: 3 clusters Score -6111713 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -6112695.500000 Penalty: 5361.313965
	Iteration 11Q: 3 clusters Score -6112696 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6114047.500000 Penalty: 5361.313965
	Iteration 12Q: 3 clusters Score -6114048 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -6115635.000000 Penalty: 5361.313965
	Iteration 13F: 3 clusters Score -6115635 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -6117576.000000 Penalty: 5361.313965
	Iteration 14F: 3 clusters Score -6117576 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6119436.500000 Penalty: 5361.313965
	Iteration 15F: 3 clusters Score -6119436 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -6120859.000000 Penalty: 5361.313965
	Iteration 16Q: 3 clusters Score -6120859 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6121812.500000 Penalty: 5361.313965
	Iteration 17Q: 3 clusters Score -6121812 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -6122437.000000 Penalty: 5361.313965
	Iteration 18Q: 3 clusters Score -6122437 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -6122878.000000 Penalty: 5361.313965
	Iteration 19Q: 3 clusters Score -6122878 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -6123252.000000 Penalty: 5361.313965
	Iteration 20F: 3 clusters Score -6123252 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -6123549.500000 Penalty: 5361.313965
	Iteration 21Q: 3 clusters Score -6123550 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -6123833.500000 Penalty: 5361.313965
	Iteration 22Q: 3 clusters Score -6123834 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6124084.000000 Penalty: 5361.313965
	Iteration 23Q: 3 clusters Score -6124084 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -6124327.500000 Penalty: 5361.313965
	Iteration 24Q: 3 clusters Score -6124328 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -6124556.500000 Penalty: 5361.313965
	Iteration 25Q: 3 clusters Score -6124556 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -6124732.500000 Penalty: 5361.313965
	Iteration 26Q: 3 clusters Score -6124732 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -6124923.500000 Penalty: 5361.313965
	Iteration 27Q: 3 clusters Score -6124924 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -6125058.000000 Penalty: 5361.313965
	Iteration 28Q: 3 clusters Score -6125058 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -6125207.000000 Penalty: 5361.313965
	Iteration 29Q: 3 clusters Score -6125207 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -6125351.500000 Penalty: 5361.313965
	Iteration 30Q: 3 clusters Score -6125352 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6125481.500000 Penalty: 5361.313965
	Iteration 31Q: 3 clusters Score -6125482 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6125549.500000 Penalty: 5361.313965
	Iteration 32Q: 3 clusters Score -6125550 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -6125661.000000 Penalty: 5361.313965
	Iteration 33Q: 3 clusters Score -6125661 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6125772.000000 Penalty: 5361.313965
	Iteration 34Q: 3 clusters Score -6125772 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6125832.500000 Penalty: 5361.313965
	Iteration 35Q: 3 clusters Score -6125832 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6125896.000000 Penalty: 5361.313965
	Iteration 36Q: 3 clusters Score -6125896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6125966.000000 Penalty: 5361.313965
	Iteration 37Q: 3 clusters Score -6125966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6126026.500000 Penalty: 5361.313965
	Iteration 38Q: 3 clusters Score -6126026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6126085.500000 Penalty: 5361.313965
	Iteration 39Q: 3 clusters Score -6126086 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6126098.500000 Penalty: 5361.313965
	Iteration 40F: 3 clusters Score -6126098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6126108.000000 Penalty: 5361.313965
	Iteration 41Q: 3 clusters Score -6126108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6126149.500000 Penalty: 5361.313965
	Iteration 42Q: 3 clusters Score -6126150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6126192.000000 Penalty: 5361.313965
	Iteration 43Q: 3 clusters Score -6126192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6126215.000000 Penalty: 5361.313965
	Iteration 44Q: 3 clusters Score -6126215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -6126235.000000 Penalty: 5361.313965
	Iteration 45Q: 3 clusters Score -6126235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6126260.000000 Penalty: 5361.313965
	Iteration 46Q: 3 clusters Score -6126260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6126286.000000 Penalty: 5361.313965
	Iteration 47Q: 3 clusters Score -6126286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6126309.000000 Penalty: 5361.313965
	Iteration 48Q: 3 clusters Score -6126309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6126318.500000 Penalty: 5361.313965
	Iteration 49Q: 3 clusters Score -6126318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6126331.500000 Penalty: 5361.313965
	Iteration 50Q: 3 clusters Score -6126332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6126349.500000 Penalty: 5361.313965
	Iteration 51Q: 3 clusters Score -6126350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6126356.500000 Penalty: 5361.313965
	Iteration 52Q: 3 clusters Score -6126356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6126357.500000 Penalty: 5361.313965
	Iteration 53Q: 3 clusters Score -6126358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6126353.500000 Penalty: 5361.313965
	Iteration 54Q: 3 clusters Score -6126354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6126347.000000 Penalty: 5361.313965
	Iteration 55Q: 3 clusters Score -6126347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6126354.500000 Penalty: 5361.313965
	Iteration 56Q: 3 clusters Score -6126354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6126373.000000 Penalty: 5361.313965
	Iteration 57Q: 3 clusters Score -6126373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6126377.500000 Penalty: 5361.313965
	Iteration 58Q: 3 clusters Score -6126378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6126375.500000 Penalty: 5361.313965
	Iteration 59Q: 3 clusters Score -6126376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6126383.000000 Penalty: 5361.313965
	Iteration 60F: 3 clusters Score -6126383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6126385.000000 Penalty: 5361.313965
	Iteration 61Q: 3 clusters Score -6126385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6126387.000000 Penalty: 5361.313965
	Iteration 62Q: 3 clusters Score -6126387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6126389.500000 Penalty: 5361.313965
	Iteration 63Q: 3 clusters Score -6126390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6126390.000000 Penalty: 5361.313965
	Iteration 64Q: 3 clusters Score -6126390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6126390.000000 Penalty: 5361.313965
	Iteration 65F: 3 clusters Score -6126390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (115761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115761 members 
Entering Unmasked Estep 
Score: -14387744.000000 Penalty: 2891.502197
	Iteration 0F: 2 clusters Score -1.438774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -14310310.000000 Penalty: 5783.004395
	Iteration 0F: 3 clusters Score -1.431031e+07 nChanged 54884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -14342113.000000 Penalty: 5783.004395
	Iteration 1F: 3 clusters Score -1.434211e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -14342893.000000 Penalty: 5783.004395
	Iteration 2Q: 3 clusters Score -1.434289e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
Score: -14343826.000000 Penalty: 5783.004395
	Iteration 3Q: 3 clusters Score -1.434383e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -14345208.000000 Penalty: 5783.004395
	Iteration 4Q: 3 clusters Score -1.434521e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -14347608.000000 Penalty: 5783.004395
	Iteration 5Q: 3 clusters Score -1.434761e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -14351383.000000 Penalty: 5783.004395
	Iteration 6F: 3 clusters Score -1.435138e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -14357480.000000 Penalty: 5783.004395
	Iteration 7F: 3 clusters Score -1.435748e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -14366106.000000 Penalty: 5783.004395
	Iteration 8F: 3 clusters Score -1.436611e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103235 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -14374480.000000 Penalty: 5783.004395
	Iteration 9F: 3 clusters Score -1.437448e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -14380235.000000 Penalty: 5783.004395
	Iteration 10F: 3 clusters Score -1.438024e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112107 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -14383275.000000 Penalty: 5783.004395
	Iteration 11Q: 3 clusters Score -1.438328e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -14384498.000000 Penalty: 5783.004395
	Iteration 12Q: 3 clusters Score -1.43845e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14384997.000000 Penalty: 5783.004395
	Iteration 13Q: 3 clusters Score -1.4385e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14385213.000000 Penalty: 5783.004395
	Iteration 14Q: 3 clusters Score -1.438521e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14385322.000000 Penalty: 5783.004395
	Iteration 15Q: 3 clusters Score -1.438532e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14385388.000000 Penalty: 5783.004395
	Iteration 16Q: 3 clusters Score -1.438539e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -14385438.000000 Penalty: 5783.004395
	Iteration 17Q: 3 clusters Score -1.438544e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -14385494.000000 Penalty: 5783.004395
	Iteration 18Q: 3 clusters Score -1.438549e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -14385502.000000 Penalty: 5783.004395
	Iteration 19Q: 3 clusters Score -1.43855e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -14385555.000000 Penalty: 5783.004395
	Iteration 20F: 3 clusters Score -1.438556e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -14385590.000000 Penalty: 5783.004395
	Iteration 21Q: 3 clusters Score -1.438559e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114601 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14385595.000000 Penalty: 5783.004395
	Iteration 22Q: 3 clusters Score -1.43856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114617 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -14385581.000000 Penalty: 5783.004395
	Iteration 23Q: 3 clusters Score -1.438558e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14385594.000000 Penalty: 5783.004395
	Iteration 24Q: 3 clusters Score -1.438559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14385602.000000 Penalty: 5783.004395
	Iteration 25Q: 3 clusters Score -1.43856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14385604.000000 Penalty: 5783.004395
	Iteration 26Q: 3 clusters Score -1.43856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -14385612.000000 Penalty: 5783.004395
	Iteration 27Q: 3 clusters Score -1.438561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14385607.000000 Penalty: 5783.004395
	Iteration 28Q: 3 clusters Score -1.438561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14385605.000000 Penalty: 5783.004395
	Iteration 29Q: 3 clusters Score -1.43856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14385604.000000 Penalty: 5783.004395
	Iteration 30Q: 3 clusters Score -1.43856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14385617.000000 Penalty: 5783.004395
	Iteration 31Q: 3 clusters Score -1.438562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14385613.000000 Penalty: 5783.004395
	Iteration 32Q: 3 clusters Score -1.438561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14385602.000000 Penalty: 5783.004395
	Iteration 33Q: 3 clusters Score -1.43856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -14385600.000000 Penalty: 5783.004395
	Iteration 34Q: 3 clusters Score -1.43856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114659 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14385600.000000 Penalty: 5783.004395
	Iteration 35Q: 3 clusters Score -1.43856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -14385593.000000 Penalty: 5783.004395
	Iteration 36Q: 3 clusters Score -1.438559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -14385589.000000 Penalty: 5783.004395
	Iteration 37Q: 3 clusters Score -1.438559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14385591.000000 Penalty: 5783.004395
	Iteration 38Q: 3 clusters Score -1.438559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14385590.000000 Penalty: 5783.004395
	Iteration 39Q: 3 clusters Score -1.438559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14385598.000000 Penalty: 5783.004395
	Iteration 40F: 3 clusters Score -1.43856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14385591.000000 Penalty: 5783.004395
	Iteration 41Q: 3 clusters Score -1.438559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14385604.000000 Penalty: 5783.004395
	Iteration 42Q: 3 clusters Score -1.43856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14385602.000000 Penalty: 5783.004395
	Iteration 43Q: 3 clusters Score -1.43856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -14385597.000000 Penalty: 5783.004395
	Iteration 44Q: 3 clusters Score -1.43856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114665 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14385607.000000 Penalty: 5783.004395
	Iteration 45Q: 3 clusters Score -1.438561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14385597.000000 Penalty: 5783.004395
	Iteration 46Q: 3 clusters Score -1.43856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14385594.000000 Penalty: 5783.004395
	Iteration 47Q: 3 clusters Score -1.438559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14385593.000000 Penalty: 5783.004395
	Iteration 48Q: 3 clusters Score -1.438559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114671 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -14385599.000000 Penalty: 5783.004395
	Iteration 49Q: 3 clusters Score -1.43856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14385596.000000 Penalty: 5783.004395
	Iteration 50Q: 3 clusters Score -1.43856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14385596.000000 Penalty: 5783.004395
	Iteration 51F: 3 clusters Score -1.43856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Entering Unmasked Estep 
Score: -799944.937500 Penalty: 2190.119629
	Iteration 0F: 2 clusters Score -799944.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -794248.125000 Penalty: 4380.239258
	Iteration 0F: 3 clusters Score -794248.1 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -795695.562500 Penalty: 4380.239258
	Iteration 1F: 3 clusters Score -795695.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -795949.750000 Penalty: 4380.239258
	Iteration 2F: 3 clusters Score -795949.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -796143.187500 Penalty: 4380.239258
	Iteration 3F: 3 clusters Score -796143.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -796298.875000 Penalty: 4380.239258
	Iteration 4Q: 3 clusters Score -796298.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -796422.937500 Penalty: 4380.239258
	Iteration 5Q: 3 clusters Score -796422.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -796534.750000 Penalty: 4380.239258
	Iteration 6Q: 3 clusters Score -796534.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -796655.500000 Penalty: 4380.239258
	Iteration 7Q: 3 clusters Score -796655.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -796783.687500 Penalty: 4380.239258
	Iteration 8Q: 3 clusters Score -796783.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -796922.937500 Penalty: 4380.239258
	Iteration 9Q: 3 clusters Score -796922.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -797076.062500 Penalty: 4380.239258
	Iteration 10Q: 3 clusters Score -797076.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -797215.125000 Penalty: 4380.239258
	Iteration 11Q: 3 clusters Score -797215.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -797337.562500 Penalty: 4380.239258
	Iteration 12Q: 3 clusters Score -797337.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -797420.687500 Penalty: 4380.239258
	Iteration 13Q: 3 clusters Score -797420.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -797488.500000 Penalty: 4380.239258
	Iteration 14Q: 3 clusters Score -797488.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -797544.000000 Penalty: 4380.239258
	Iteration 15Q: 3 clusters Score -797544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -797581.250000 Penalty: 4380.239258
	Iteration 16Q: 3 clusters Score -797581.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -797618.875000 Penalty: 4380.239258
	Iteration 17Q: 3 clusters Score -797618.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -797654.937500 Penalty: 4380.239258
	Iteration 18Q: 3 clusters Score -797654.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -797680.437500 Penalty: 4380.239258
	Iteration 19Q: 3 clusters Score -797680.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -797705.187500 Penalty: 4380.239258
	Iteration 20F: 3 clusters Score -797705.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -797725.250000 Penalty: 4380.239258
	Iteration 21Q: 3 clusters Score -797725.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -797740.625000 Penalty: 4380.239258
	Iteration 22Q: 3 clusters Score -797740.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -797752.125000 Penalty: 4380.239258
	Iteration 23Q: 3 clusters Score -797752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -797763.437500 Penalty: 4380.239258
	Iteration 24Q: 3 clusters Score -797763.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -797769.375000 Penalty: 4380.239258
	Iteration 25Q: 3 clusters Score -797769.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -797773.937500 Penalty: 4380.239258
	Iteration 26Q: 3 clusters Score -797773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -797780.250000 Penalty: 4380.239258
	Iteration 27Q: 3 clusters Score -797780.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -797788.250000 Penalty: 4380.239258
	Iteration 28Q: 3 clusters Score -797788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -797798.187500 Penalty: 4380.239258
	Iteration 29Q: 3 clusters Score -797798.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -797803.937500 Penalty: 4380.239258
	Iteration 30Q: 3 clusters Score -797803.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -797806.875000 Penalty: 4380.239258
	Iteration 31Q: 3 clusters Score -797806.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -797813.687500 Penalty: 4380.239258
	Iteration 32Q: 3 clusters Score -797813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -797820.812500 Penalty: 4380.239258
	Iteration 33Q: 3 clusters Score -797820.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -797832.562500 Penalty: 4380.239258
	Iteration 34Q: 3 clusters Score -797832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -797841.937500 Penalty: 4380.239258
	Iteration 35Q: 3 clusters Score -797841.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -797850.875000 Penalty: 4380.239258
	Iteration 36Q: 3 clusters Score -797850.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -797857.812500 Penalty: 4380.239258
	Iteration 37Q: 3 clusters Score -797857.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -797863.562500 Penalty: 4380.239258
	Iteration 38Q: 3 clusters Score -797863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -797866.250000 Penalty: 4380.239258
	Iteration 39Q: 3 clusters Score -797866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -797868.812500 Penalty: 4380.239258
	Iteration 40F: 3 clusters Score -797868.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -797869.875000 Penalty: 4380.239258
	Iteration 41Q: 3 clusters Score -797869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -797870.125000 Penalty: 4380.239258
	Iteration 42Q: 3 clusters Score -797870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -797872.062500 Penalty: 4380.239258
	Iteration 43Q: 3 clusters Score -797872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -797876.250000 Penalty: 4380.239258
	Iteration 44Q: 3 clusters Score -797876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -797878.062500 Penalty: 4380.239258
	Iteration 45Q: 3 clusters Score -797878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -797882.187500 Penalty: 4380.239258
	Iteration 46Q: 3 clusters Score -797882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -797884.500000 Penalty: 4380.239258
	Iteration 47Q: 3 clusters Score -797884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -797884.187500 Penalty: 4380.239258
	Iteration 48Q: 3 clusters Score -797884.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -797885.500000 Penalty: 4380.239258
	Iteration 49Q: 3 clusters Score -797885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -797886.750000 Penalty: 4380.239258
	Iteration 50Q: 3 clusters Score -797886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -797891.187500 Penalty: 4380.239258
	Iteration 51Q: 3 clusters Score -797891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -797892.500000 Penalty: 4380.239258
	Iteration 52Q: 3 clusters Score -797892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -797894.750000 Penalty: 4380.239258
	Iteration 53Q: 3 clusters Score -797894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -797894.875000 Penalty: 4380.239258
	Iteration 54Q: 3 clusters Score -797894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -797896.750000 Penalty: 4380.239258
	Iteration 55Q: 3 clusters Score -797896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -797898.312500 Penalty: 4380.239258
	Iteration 56Q: 3 clusters Score -797898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -797899.500000 Penalty: 4380.239258
	Iteration 57Q: 3 clusters Score -797899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -797901.000000 Penalty: 4380.239258
	Iteration 58Q: 3 clusters Score -797901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -797902.687500 Penalty: 4380.239258
	Iteration 59Q: 3 clusters Score -797902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -797906.125000 Penalty: 4380.239258
	Iteration 60F: 3 clusters Score -797906.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -797908.375000 Penalty: 4380.239258
	Iteration 61Q: 3 clusters Score -797908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -797910.312500 Penalty: 4380.239258
	Iteration 62Q: 3 clusters Score -797910.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -797913.500000 Penalty: 4380.239258
	Iteration 63Q: 3 clusters Score -797913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -797915.000000 Penalty: 4380.239258
	Iteration 64Q: 3 clusters Score -797915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -797916.500000 Penalty: 4380.239258
	Iteration 65Q: 3 clusters Score -797916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -797918.250000 Penalty: 4380.239258
	Iteration 66Q: 3 clusters Score -797918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -797920.250000 Penalty: 4380.239258
	Iteration 67Q: 3 clusters Score -797920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -797922.125000 Penalty: 4380.239258
	Iteration 68Q: 3 clusters Score -797922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -797922.125000 Penalty: 4380.239258
	Iteration 69F: 3 clusters Score -797922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -157987.687500 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -157987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -155749.671875 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -155749.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156337.484375 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -156337.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156786.953125 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -156787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -157241.156250 Penalty: 3618.011230
	Iteration 3F: 3 clusters Score -157241.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -157459.625000 Penalty: 3618.011230
	Iteration 4F: 3 clusters Score -157459.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -157645.468750 Penalty: 3618.011230
	Iteration 5F: 3 clusters Score -157645.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -157814.656250 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -157814.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -158082.687500 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -158082.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -158375.890625 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -158375.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -158469.359375 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -158469.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -158483.421875 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -158483.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -158500.375000 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -158500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -158506.687500 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -158506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -158509.250000 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -158509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -158513.203125 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -158513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -158515.218750 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -158515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -158515.906250 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -158515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -158517.140625 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -158517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -158523.625000 Penalty: 3618.011230
	Iteration 18Q: 3 clusters Score -158523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -158535.140625 Penalty: 3618.011230
	Iteration 19Q: 3 clusters Score -158535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -158545.218750 Penalty: 3618.011230
	Iteration 20F: 3 clusters Score -158545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -158550.562500 Penalty: 3618.011230
	Iteration 21Q: 3 clusters Score -158550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -158558.593750 Penalty: 3618.011230
	Iteration 22Q: 3 clusters Score -158558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -158574.328125 Penalty: 3618.011230
	Iteration 23Q: 3 clusters Score -158574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -158594.796875 Penalty: 3618.011230
	Iteration 24Q: 3 clusters Score -158594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -158616.468750 Penalty: 3618.011230
	Iteration 25Q: 3 clusters Score -158616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -158634.453125 Penalty: 3618.011230
	Iteration 26Q: 3 clusters Score -158634.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158656.031250 Penalty: 3618.011230
	Iteration 27Q: 3 clusters Score -158656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -158666.375000 Penalty: 3618.011230
	Iteration 28Q: 3 clusters Score -158666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -158680.609375 Penalty: 3618.011230
	Iteration 29Q: 3 clusters Score -158680.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -158698.546875 Penalty: 3618.011230
	Iteration 30Q: 3 clusters Score -158698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -158707.406250 Penalty: 3618.011230
	Iteration 31Q: 3 clusters Score -158707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -158712.968750 Penalty: 3618.011230
	Iteration 32Q: 3 clusters Score -158713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158720.078125 Penalty: 3618.011230
	Iteration 33Q: 3 clusters Score -158720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -158724.375000 Penalty: 3618.011230
	Iteration 34Q: 3 clusters Score -158724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158726.031250 Penalty: 3618.011230
	Iteration 35Q: 3 clusters Score -158726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158726.312500 Penalty: 3618.011230
	Iteration 36F: 3 clusters Score -158726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -158726.781250 Penalty: 3618.011230
	Iteration 37Q: 3 clusters Score -158726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -158726.781250 Penalty: 3618.011230
	Iteration 38F: 3 clusters Score -158726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 65819 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 182922 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 168281 members 
Mstep: Class 7 contains 49469 members 
Mstep: Class 8 contains 115761 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173930 members 
Mstep: Class 13 contains 65365 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173891 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 74767 members 
Mstep: Class 21 contains 29126 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 163452 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 104949 members 
Mstep: Class 26 contains 1017 members 
Entering Unmasked Estep 
Score: -194685056.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194686976.000000 to -194685056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -81122.796875 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -81122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79409.992188 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -79409.99 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79692.187500 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -79692.19 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79823.210938 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -79823.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80035.867188 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -80035.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -80108.070312 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -80108.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80142.125000 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -80142.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80176.992188 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -80176.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80215.257812 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -80215.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80253.304688 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -80253.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -80304.289062 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -80304.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -80368.359375 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -80368.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80423.359375 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -80423.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80479.882812 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -80479.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80557.804688 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -80557.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80632.210938 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -80632.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80688.039062 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -80688.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80721.125000 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -80721.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80758.132812 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -80758.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80768.484375 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -80768.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80774.054688 Penalty: 3268.789307
	Iteration 19Q: 3 clusters Score -80774.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80775.125000 Penalty: 3268.789307
	Iteration 20F: 3 clusters Score -80775.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -80777.734375 Penalty: 3268.789307
	Iteration 21Q: 3 clusters Score -80777.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80780.281250 Penalty: 3268.789307
	Iteration 22Q: 3 clusters Score -80780.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80780.281250 Penalty: 3268.789307
	Iteration 23F: 3 clusters Score -80780.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (173930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173930 members 
Entering Unmasked Estep 
Score: -21493338.000000 Penalty: 2992.469238
	Iteration 0F: 2 clusters Score -2.149334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -21383772.000000 Penalty: 5984.938477
	Iteration 0F: 3 clusters Score -2.138377e+07 nChanged 83498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 81203 members 
Entering Unmasked Estep 
Score: -21432674.000000 Penalty: 5984.938477
	Iteration 1F: 3 clusters Score -2.143267e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -21434104.000000 Penalty: 5984.938477
	Iteration 2Q: 3 clusters Score -2.14341e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 71780 members 
Entering Unmasked Estep 
Score: -21436352.000000 Penalty: 5984.938477
	Iteration 3Q: 3 clusters Score -2.143635e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110769 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -21440790.000000 Penalty: 5984.938477
	Iteration 4F: 3 clusters Score -2.144079e+07 nChanged 12421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -21449044.000000 Penalty: 5984.938477
	Iteration 5F: 3 clusters Score -2.144904e+07 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -21462790.000000 Penalty: 5984.938477
	Iteration 6F: 3 clusters Score -2.146279e+07 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -21478028.000000 Penalty: 5984.938477
	Iteration 7F: 3 clusters Score -2.147803e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -21486166.000000 Penalty: 5984.938477
	Iteration 8F: 3 clusters Score -2.148617e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21489122.000000 Penalty: 5984.938477
	Iteration 9Q: 3 clusters Score -2.148912e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173000 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -21490148.000000 Penalty: 5984.938477
	Iteration 10Q: 3 clusters Score -2.149015e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21490466.000000 Penalty: 5984.938477
	Iteration 11Q: 3 clusters Score -2.149047e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173541 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21490578.000000 Penalty: 5984.938477
	Iteration 12Q: 3 clusters Score -2.149058e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173593 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21490622.000000 Penalty: 5984.938477
	Iteration 13Q: 3 clusters Score -2.149062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173623 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21490676.000000 Penalty: 5984.938477
	Iteration 14Q: 3 clusters Score -2.149068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21490724.000000 Penalty: 5984.938477
	Iteration 15Q: 3 clusters Score -2.149072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21490738.000000 Penalty: 5984.938477
	Iteration 16Q: 3 clusters Score -2.149074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173645 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21490736.000000 Penalty: 5984.938477
	Iteration 17Q: 3 clusters Score -2.149074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21490738.000000 Penalty: 5984.938477
	Iteration 18Q: 3 clusters Score -2.149074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173643 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21490744.000000 Penalty: 5984.938477
	Iteration 19Q: 3 clusters Score -2.149074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21490750.000000 Penalty: 5984.938477
	Iteration 20F: 3 clusters Score -2.149075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173649 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21490766.000000 Penalty: 5984.938477
	Iteration 21Q: 3 clusters Score -2.149077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173654 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21490788.000000 Penalty: 5984.938477
	Iteration 22Q: 3 clusters Score -2.149079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21490792.000000 Penalty: 5984.938477
	Iteration 23Q: 3 clusters Score -2.149079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21490800.000000 Penalty: 5984.938477
	Iteration 24Q: 3 clusters Score -2.14908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21490806.000000 Penalty: 5984.938477
	Iteration 25Q: 3 clusters Score -2.149081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21490802.000000 Penalty: 5984.938477
	Iteration 26Q: 3 clusters Score -2.14908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21490818.000000 Penalty: 5984.938477
	Iteration 27Q: 3 clusters Score -2.149082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173659 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21490814.000000 Penalty: 5984.938477
	Iteration 28Q: 3 clusters Score -2.149081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21490808.000000 Penalty: 5984.938477
	Iteration 29Q: 3 clusters Score -2.149081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21490808.000000 Penalty: 5984.938477
	Iteration 30F: 3 clusters Score -2.149081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Entering Unmasked Estep 
Score: -7767122.500000 Penalty: 2749.760010
	Iteration 0F: 2 clusters Score -7767122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -7723481.500000 Penalty: 5499.520020
	Iteration 0F: 3 clusters Score -7723482 nChanged 30315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7740419.500000 Penalty: 5499.520020
	Iteration 1F: 3 clusters Score -7740420 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -7740975.500000 Penalty: 5499.520020
	Iteration 2Q: 3 clusters Score -7740976 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -7741480.500000 Penalty: 5499.520020
	Iteration 3Q: 3 clusters Score -7741480 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7742087.500000 Penalty: 5499.520020
	Iteration 4Q: 3 clusters Score -7742088 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7742633.500000 Penalty: 5499.520020
	Iteration 5Q: 3 clusters Score -7742634 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -7743296.000000 Penalty: 5499.520020
	Iteration 6Q: 3 clusters Score -7743296 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7744249.500000 Penalty: 5499.520020
	Iteration 7Q: 3 clusters Score -7744250 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -7745576.500000 Penalty: 5499.520020
	Iteration 8Q: 3 clusters Score -7745576 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -7747546.500000 Penalty: 5499.520020
	Iteration 9F: 3 clusters Score -7747546 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -7750225.000000 Penalty: 5499.520020
	Iteration 10F: 3 clusters Score -7750225 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -7753563.000000 Penalty: 5499.520020
	Iteration 11F: 3 clusters Score -7753563 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -7756962.500000 Penalty: 5499.520020
	Iteration 12F: 3 clusters Score -7756962 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -7759829.500000 Penalty: 5499.520020
	Iteration 13Q: 3 clusters Score -7759830 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -7761777.000000 Penalty: 5499.520020
	Iteration 14Q: 3 clusters Score -7761777 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -7763205.000000 Penalty: 5499.520020
	Iteration 15Q: 3 clusters Score -7763205 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -7764093.000000 Penalty: 5499.520020
	Iteration 16Q: 3 clusters Score -7764093 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 60375 members 
Entering Unmasked Estep 
Score: -7764624.500000 Penalty: 5499.520020
	Iteration 17Q: 3 clusters Score -7764624 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -7764887.000000 Penalty: 5499.520020
	Iteration 18Q: 3 clusters Score -7764887 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -7765097.500000 Penalty: 5499.520020
	Iteration 19Q: 3 clusters Score -7765098 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -7765240.500000 Penalty: 5499.520020
	Iteration 20F: 3 clusters Score -7765240 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -7765342.500000 Penalty: 5499.520020
	Iteration 21Q: 3 clusters Score -7765342 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -7765420.500000 Penalty: 5499.520020
	Iteration 22Q: 3 clusters Score -7765420 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -7765473.000000 Penalty: 5499.520020
	Iteration 23Q: 3 clusters Score -7765473 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -7765516.000000 Penalty: 5499.520020
	Iteration 24Q: 3 clusters Score -7765516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -7765518.000000 Penalty: 5499.520020
	Iteration 25Q: 3 clusters Score -7765518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -7765531.500000 Penalty: 5499.520020
	Iteration 26Q: 3 clusters Score -7765532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -7765547.000000 Penalty: 5499.520020
	Iteration 27Q: 3 clusters Score -7765547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -7765559.000000 Penalty: 5499.520020
	Iteration 28Q: 3 clusters Score -7765559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -7765574.500000 Penalty: 5499.520020
	Iteration 29Q: 3 clusters Score -7765574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -7765595.000000 Penalty: 5499.520020
	Iteration 30Q: 3 clusters Score -7765595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -7765593.000000 Penalty: 5499.520020
	Iteration 31Q: 3 clusters Score -7765593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -7765591.000000 Penalty: 5499.520020
	Iteration 32Q: 3 clusters Score -7765591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -7765578.500000 Penalty: 5499.520020
	Iteration 33Q: 3 clusters Score -7765578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -7765603.000000 Penalty: 5499.520020
	Iteration 34Q: 3 clusters Score -7765603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -7765604.000000 Penalty: 5499.520020
	Iteration 35Q: 3 clusters Score -7765604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 62126 members 
Entering Unmasked Estep 
Score: -7765605.000000 Penalty: 5499.520020
	Iteration 36Q: 3 clusters Score -7765605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -7765624.500000 Penalty: 5499.520020
	Iteration 37Q: 3 clusters Score -7765624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -7765610.000000 Penalty: 5499.520020
	Iteration 38Q: 3 clusters Score -7765610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -7765611.500000 Penalty: 5499.520020
	Iteration 39Q: 3 clusters Score -7765612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -7765614.500000 Penalty: 5499.520020
	Iteration 40F: 3 clusters Score -7765614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -7765611.000000 Penalty: 5499.520020
	Iteration 41Q: 3 clusters Score -7765611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -7765610.500000 Penalty: 5499.520020
	Iteration 42Q: 3 clusters Score -7765610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -7765615.000000 Penalty: 5499.520020
	Iteration 43Q: 3 clusters Score -7765615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -7765624.000000 Penalty: 5499.520020
	Iteration 44Q: 3 clusters Score -7765624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -7765624.000000 Penalty: 5499.520020
	Iteration 45Q: 3 clusters Score -7765624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -7765625.500000 Penalty: 5499.520020
	Iteration 46Q: 3 clusters Score -7765626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -7765623.500000 Penalty: 5499.520020
	Iteration 47Q: 3 clusters Score -7765624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -7765623.000000 Penalty: 5499.520020
	Iteration 48Q: 3 clusters Score -7765623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -7765624.500000 Penalty: 5499.520020
	Iteration 49Q: 3 clusters Score -7765624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -7765627.000000 Penalty: 5499.520020
	Iteration 50Q: 3 clusters Score -7765627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -7765626.000000 Penalty: 5499.520020
	Iteration 51Q: 3 clusters Score -7765626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -7765619.000000 Penalty: 5499.520020
	Iteration 52Q: 3 clusters Score -7765619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -7765614.500000 Penalty: 5499.520020
	Iteration 53Q: 3 clusters Score -7765614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -7765620.000000 Penalty: 5499.520020
	Iteration 54Q: 3 clusters Score -7765620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7765610.500000 Penalty: 5499.520020
	Iteration 55Q: 3 clusters Score -7765610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -7765613.000000 Penalty: 5499.520020
	Iteration 56Q: 3 clusters Score -7765613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -7765607.000000 Penalty: 5499.520020
	Iteration 57Q: 3 clusters Score -7765607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -7765611.500000 Penalty: 5499.520020
	Iteration 58Q: 3 clusters Score -7765612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -7765611.500000 Penalty: 5499.520020
	Iteration 59F: 3 clusters Score -7765612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (164406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164406 members 
Entering Unmasked Estep 
Score: -20365922.000000 Penalty: 2978.503418
	Iteration 0F: 2 clusters Score -2.036592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -20257966.000000 Penalty: 5957.006836
	Iteration 0F: 3 clusters Score -2.025797e+07 nChanged 78677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -20303506.000000 Penalty: 5957.006836
	Iteration 1F: 3 clusters Score -2.030351e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -20304862.000000 Penalty: 5957.006836
	Iteration 2Q: 3 clusters Score -2.030486e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -20306840.000000 Penalty: 5957.006836
	Iteration 3Q: 3 clusters Score -2.030684e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -20309950.000000 Penalty: 5957.006836
	Iteration 4Q: 3 clusters Score -2.030995e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -20315064.000000 Penalty: 5957.006836
	Iteration 5Q: 3 clusters Score -2.031506e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -20322422.000000 Penalty: 5957.006836
	Iteration 6F: 3 clusters Score -2.032242e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122037 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -20331504.000000 Penalty: 5957.006836
	Iteration 7F: 3 clusters Score -2.03315e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132669 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -20340916.000000 Penalty: 5957.006836
	Iteration 8F: 3 clusters Score -2.034092e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -20348964.000000 Penalty: 5957.006836
	Iteration 9F: 3 clusters Score -2.034896e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -20354712.000000 Penalty: 5957.006836
	Iteration 10Q: 3 clusters Score -2.035471e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154530 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -20358442.000000 Penalty: 5957.006836
	Iteration 11Q: 3 clusters Score -2.035844e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157880 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -20360596.000000 Penalty: 5957.006836
	Iteration 12Q: 3 clusters Score -2.03606e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -20361834.000000 Penalty: 5957.006836
	Iteration 13Q: 3 clusters Score -2.036183e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161271 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -20362518.000000 Penalty: 5957.006836
	Iteration 14Q: 3 clusters Score -2.036252e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20362882.000000 Penalty: 5957.006836
	Iteration 15Q: 3 clusters Score -2.036288e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -20363112.000000 Penalty: 5957.006836
	Iteration 16Q: 3 clusters Score -2.036311e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -20363222.000000 Penalty: 5957.006836
	Iteration 17Q: 3 clusters Score -2.036322e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163014 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -20363320.000000 Penalty: 5957.006836
	Iteration 18Q: 3 clusters Score -2.036332e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20363378.000000 Penalty: 5957.006836
	Iteration 19Q: 3 clusters Score -2.036338e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163254 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -20363396.000000 Penalty: 5957.006836
	Iteration 20F: 3 clusters Score -2.03634e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20363450.000000 Penalty: 5957.006836
	Iteration 21Q: 3 clusters Score -2.036345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20363486.000000 Penalty: 5957.006836
	Iteration 22Q: 3 clusters Score -2.036349e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163385 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20363506.000000 Penalty: 5957.006836
	Iteration 23Q: 3 clusters Score -2.036351e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20363528.000000 Penalty: 5957.006836
	Iteration 24Q: 3 clusters Score -2.036353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20363534.000000 Penalty: 5957.006836
	Iteration 25Q: 3 clusters Score -2.036353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163459 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -20363552.000000 Penalty: 5957.006836
	Iteration 26Q: 3 clusters Score -2.036355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163474 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20363552.000000 Penalty: 5957.006836
	Iteration 27Q: 3 clusters Score -2.036355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -20363568.000000 Penalty: 5957.006836
	Iteration 28Q: 3 clusters Score -2.036357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163492 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -20363552.000000 Penalty: 5957.006836
	Iteration 29Q: 3 clusters Score -2.036355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20363572.000000 Penalty: 5957.006836
	Iteration 30Q: 3 clusters Score -2.036357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20363596.000000 Penalty: 5957.006836
	Iteration 31Q: 3 clusters Score -2.03636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20363584.000000 Penalty: 5957.006836
	Iteration 32Q: 3 clusters Score -2.036358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163512 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20363600.000000 Penalty: 5957.006836
	Iteration 33Q: 3 clusters Score -2.03636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163523 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20363594.000000 Penalty: 5957.006836
	Iteration 34Q: 3 clusters Score -2.036359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163533 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20363592.000000 Penalty: 5957.006836
	Iteration 35Q: 3 clusters Score -2.036359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -20363590.000000 Penalty: 5957.006836
	Iteration 36Q: 3 clusters Score -2.036359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -20363608.000000 Penalty: 5957.006836
	Iteration 37Q: 3 clusters Score -2.036361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163538 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -20363616.000000 Penalty: 5957.006836
	Iteration 38Q: 3 clusters Score -2.036362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20363616.000000 Penalty: 5957.006836
	Iteration 39Q: 3 clusters Score -2.036362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20363614.000000 Penalty: 5957.006836
	Iteration 40F: 3 clusters Score -2.036361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163546 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -20363630.000000 Penalty: 5957.006836
	Iteration 41Q: 3 clusters Score -2.036363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20363632.000000 Penalty: 5957.006836
	Iteration 42Q: 3 clusters Score -2.036363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -20363630.000000 Penalty: 5957.006836
	Iteration 43Q: 3 clusters Score -2.036363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20363644.000000 Penalty: 5957.006836
	Iteration 44Q: 3 clusters Score -2.036364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20363646.000000 Penalty: 5957.006836
	Iteration 45Q: 3 clusters Score -2.036365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20363652.000000 Penalty: 5957.006836
	Iteration 46Q: 3 clusters Score -2.036365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20363648.000000 Penalty: 5957.006836
	Iteration 47Q: 3 clusters Score -2.036365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20363654.000000 Penalty: 5957.006836
	Iteration 48Q: 3 clusters Score -2.036365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20363654.000000 Penalty: 5957.006836
	Iteration 49Q: 3 clusters Score -2.036365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20363654.000000 Penalty: 5957.006836
	Iteration 50Q: 3 clusters Score -2.036365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20363658.000000 Penalty: 5957.006836
	Iteration 51Q: 3 clusters Score -2.036366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20363654.000000 Penalty: 5957.006836
	Iteration 52Q: 3 clusters Score -2.036365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20363658.000000 Penalty: 5957.006836
	Iteration 53Q: 3 clusters Score -2.036366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20363658.000000 Penalty: 5957.006836
	Iteration 54Q: 3 clusters Score -2.036366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20363660.000000 Penalty: 5957.006836
	Iteration 55Q: 3 clusters Score -2.036366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20363660.000000 Penalty: 5957.006836
	Iteration 56F: 3 clusters Score -2.036366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -315117.531250 Penalty: 1946.922241
	Iteration 0F: 2 clusters Score -315117.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312138.687500 Penalty: 3893.844482
	Iteration 0F: 3 clusters Score -312138.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -312695.218750 Penalty: 3893.844482
	Iteration 1F: 3 clusters Score -312695.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -312813.937500 Penalty: 3893.844482
	Iteration 2F: 3 clusters Score -312813.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -312892.875000 Penalty: 3893.844482
	Iteration 3Q: 3 clusters Score -312892.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -312950.343750 Penalty: 3893.844482
	Iteration 4Q: 3 clusters Score -312950.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -312999.781250 Penalty: 3893.844482
	Iteration 5Q: 3 clusters Score -312999.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -313042.281250 Penalty: 3893.844482
	Iteration 6Q: 3 clusters Score -313042.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -313078.156250 Penalty: 3893.844482
	Iteration 7Q: 3 clusters Score -313078.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -313113.468750 Penalty: 3893.844482
	Iteration 8Q: 3 clusters Score -313113.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -313143.312500 Penalty: 3893.844482
	Iteration 9Q: 3 clusters Score -313143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -313164.843750 Penalty: 3893.844482
	Iteration 10Q: 3 clusters Score -313164.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -313194.750000 Penalty: 3893.844482
	Iteration 11Q: 3 clusters Score -313194.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -313223.500000 Penalty: 3893.844482
	Iteration 12Q: 3 clusters Score -313223.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -313252.000000 Penalty: 3893.844482
	Iteration 13Q: 3 clusters Score -313252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -313281.937500 Penalty: 3893.844482
	Iteration 14Q: 3 clusters Score -313281.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -313320.187500 Penalty: 3893.844482
	Iteration 15Q: 3 clusters Score -313320.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -313360.187500 Penalty: 3893.844482
	Iteration 16Q: 3 clusters Score -313360.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313398.906250 Penalty: 3893.844482
	Iteration 17Q: 3 clusters Score -313398.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -313425.218750 Penalty: 3893.844482
	Iteration 18Q: 3 clusters Score -313425.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -313441.968750 Penalty: 3893.844482
	Iteration 19Q: 3 clusters Score -313442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -313458.875000 Penalty: 3893.844482
	Iteration 20F: 3 clusters Score -313458.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -313475.781250 Penalty: 3893.844482
	Iteration 21Q: 3 clusters Score -313475.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -313489.718750 Penalty: 3893.844482
	Iteration 22Q: 3 clusters Score -313489.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -313499.093750 Penalty: 3893.844482
	Iteration 23Q: 3 clusters Score -313499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313507.093750 Penalty: 3893.844482
	Iteration 24Q: 3 clusters Score -313507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -313515.531250 Penalty: 3893.844482
	Iteration 25Q: 3 clusters Score -313515.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -313520.500000 Penalty: 3893.844482
	Iteration 26Q: 3 clusters Score -313520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -313523.781250 Penalty: 3893.844482
	Iteration 27Q: 3 clusters Score -313523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313526.187500 Penalty: 3893.844482
	Iteration 28Q: 3 clusters Score -313526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313527.656250 Penalty: 3893.844482
	Iteration 29Q: 3 clusters Score -313527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -313529.406250 Penalty: 3893.844482
	Iteration 30Q: 3 clusters Score -313529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -313532.031250 Penalty: 3893.844482
	Iteration 31Q: 3 clusters Score -313532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -313533.687500 Penalty: 3893.844482
	Iteration 32Q: 3 clusters Score -313533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -313535.343750 Penalty: 3893.844482
	Iteration 33Q: 3 clusters Score -313535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -313536.937500 Penalty: 3893.844482
	Iteration 34Q: 3 clusters Score -313536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313537.968750 Penalty: 3893.844482
	Iteration 35Q: 3 clusters Score -313538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313538.125000 Penalty: 3893.844482
	Iteration 36Q: 3 clusters Score -313538.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313538.125000 Penalty: 3893.844482
	Iteration 37F: 3 clusters Score -313538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78287.414062 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78287.41 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78506.906250 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78506.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78631.007812 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78631.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78672.617188 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78672.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78701.343750 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78701.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78725.578125 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78725.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78749.648438 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78749.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78768.382812 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78768.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78808.710938 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78808.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78924.734375 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -78924.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79082.187500 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79082.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79166.257812 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79166.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79230.414062 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79230.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79264.062500 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79264.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79291.484375 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79291.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -79304.367188 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79304.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79318.390625 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79318.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -79324.039062 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79324.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79325.484375 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -79325.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79328.398438 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -79328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79334.359375 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -79334.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79335.484375 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -79335.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -79335.484375 Penalty: 3260.545166
	Iteration 22F: 3 clusters Score -79335.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (173891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Entering Unmasked Estep 
Score: -21618934.000000 Penalty: 2992.413574
	Iteration 0F: 2 clusters Score -2.161893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -21506666.000000 Penalty: 5984.827148
	Iteration 0F: 3 clusters Score -2.150667e+07 nChanged 83516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -21555188.000000 Penalty: 5984.827148
	Iteration 1F: 3 clusters Score -2.155519e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -21556258.000000 Penalty: 5984.827148
	Iteration 2Q: 3 clusters Score -2.155626e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -21557790.000000 Penalty: 5984.827148
	Iteration 3Q: 3 clusters Score -2.155779e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -21560504.000000 Penalty: 5984.827148
	Iteration 4Q: 3 clusters Score -2.15605e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -21565118.000000 Penalty: 5984.827148
	Iteration 5F: 3 clusters Score -2.156512e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -21573022.000000 Penalty: 5984.827148
	Iteration 6F: 3 clusters Score -2.157302e+07 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134406 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -21584002.000000 Penalty: 5984.827148
	Iteration 7F: 3 clusters Score -2.1584e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -21596346.000000 Penalty: 5984.827148
	Iteration 8F: 3 clusters Score -2.159635e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -21606124.000000 Penalty: 5984.827148
	Iteration 9F: 3 clusters Score -2.160612e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165610 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -21612084.000000 Penalty: 5984.827148
	Iteration 10Q: 3 clusters Score -2.161208e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21614766.000000 Penalty: 5984.827148
	Iteration 11Q: 3 clusters Score -2.161477e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172420 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21615772.000000 Penalty: 5984.827148
	Iteration 12Q: 3 clusters Score -2.161577e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173152 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21616114.000000 Penalty: 5984.827148
	Iteration 13Q: 3 clusters Score -2.161611e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -21616314.000000 Penalty: 5984.827148
	Iteration 14Q: 3 clusters Score -2.161631e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -21616392.000000 Penalty: 5984.827148
	Iteration 15Q: 3 clusters Score -2.161639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173526 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -21616458.000000 Penalty: 5984.827148
	Iteration 16Q: 3 clusters Score -2.161646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173546 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21616514.000000 Penalty: 5984.827148
	Iteration 17Q: 3 clusters Score -2.161651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173555 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21616518.000000 Penalty: 5984.827148
	Iteration 18Q: 3 clusters Score -2.161652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173559 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21616524.000000 Penalty: 5984.827148
	Iteration 19Q: 3 clusters Score -2.161652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21616538.000000 Penalty: 5984.827148
	Iteration 20F: 3 clusters Score -2.161654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21616542.000000 Penalty: 5984.827148
	Iteration 21Q: 3 clusters Score -2.161654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21616542.000000 Penalty: 5984.827148
	Iteration 22Q: 3 clusters Score -2.161654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173560 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21616532.000000 Penalty: 5984.827148
	Iteration 23Q: 3 clusters Score -2.161653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21616540.000000 Penalty: 5984.827148
	Iteration 24Q: 3 clusters Score -2.161654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21616534.000000 Penalty: 5984.827148
	Iteration 25Q: 3 clusters Score -2.161653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21616544.000000 Penalty: 5984.827148
	Iteration 26Q: 3 clusters Score -2.161654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21616544.000000 Penalty: 5984.827148
	Iteration 27F: 3 clusters Score -2.161654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Entering Unmasked Estep 
Score: -1587143.875000 Penalty: 2351.377197
	Iteration 0F: 2 clusters Score -1587144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1577570.750000 Penalty: 4702.754395
	Iteration 0F: 3 clusters Score -1577571 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1580670.000000 Penalty: 4702.754395
	Iteration 1F: 3 clusters Score -1580670 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1581199.625000 Penalty: 4702.754395
	Iteration 2F: 3 clusters Score -1581200 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1581679.750000 Penalty: 4702.754395
	Iteration 3F: 3 clusters Score -1581680 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1582097.375000 Penalty: 4702.754395
	Iteration 4F: 3 clusters Score -1582097 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1582502.375000 Penalty: 4702.754395
	Iteration 5F: 3 clusters Score -1582502 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1582857.000000 Penalty: 4702.754395
	Iteration 6Q: 3 clusters Score -1582857 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1583206.500000 Penalty: 4702.754395
	Iteration 7Q: 3 clusters Score -1583206 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1583486.125000 Penalty: 4702.754395
	Iteration 8Q: 3 clusters Score -1583486 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1583717.250000 Penalty: 4702.754395
	Iteration 9Q: 3 clusters Score -1583717 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1583915.125000 Penalty: 4702.754395
	Iteration 10Q: 3 clusters Score -1583915 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1584069.750000 Penalty: 4702.754395
	Iteration 11Q: 3 clusters Score -1584070 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1584195.375000 Penalty: 4702.754395
	Iteration 12Q: 3 clusters Score -1584195 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1584289.625000 Penalty: 4702.754395
	Iteration 13Q: 3 clusters Score -1584290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1584355.625000 Penalty: 4702.754395
	Iteration 14Q: 3 clusters Score -1584356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1584426.375000 Penalty: 4702.754395
	Iteration 15Q: 3 clusters Score -1584426 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1584469.500000 Penalty: 4702.754395
	Iteration 16Q: 3 clusters Score -1584470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1584508.750000 Penalty: 4702.754395
	Iteration 17Q: 3 clusters Score -1584509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1584558.875000 Penalty: 4702.754395
	Iteration 18Q: 3 clusters Score -1584559 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1584600.375000 Penalty: 4702.754395
	Iteration 19Q: 3 clusters Score -1584600 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1584650.000000 Penalty: 4702.754395
	Iteration 20F: 3 clusters Score -1584650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1584690.750000 Penalty: 4702.754395
	Iteration 21Q: 3 clusters Score -1584691 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1584754.625000 Penalty: 4702.754395
	Iteration 22Q: 3 clusters Score -1584755 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1584826.750000 Penalty: 4702.754395
	Iteration 23Q: 3 clusters Score -1584827 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1584904.500000 Penalty: 4702.754395
	Iteration 24Q: 3 clusters Score -1584904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1584973.625000 Penalty: 4702.754395
	Iteration 25Q: 3 clusters Score -1584974 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1585039.625000 Penalty: 4702.754395
	Iteration 26Q: 3 clusters Score -1585040 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1585105.000000 Penalty: 4702.754395
	Iteration 27Q: 3 clusters Score -1585105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1585181.625000 Penalty: 4702.754395
	Iteration 28Q: 3 clusters Score -1585182 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1585263.375000 Penalty: 4702.754395
	Iteration 29Q: 3 clusters Score -1585263 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1585344.875000 Penalty: 4702.754395
	Iteration 30Q: 3 clusters Score -1585345 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1585409.125000 Penalty: 4702.754395
	Iteration 31Q: 3 clusters Score -1585409 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1585455.375000 Penalty: 4702.754395
	Iteration 32Q: 3 clusters Score -1585455 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1585497.250000 Penalty: 4702.754395
	Iteration 33Q: 3 clusters Score -1585497 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1585542.875000 Penalty: 4702.754395
	Iteration 34Q: 3 clusters Score -1585543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1585584.375000 Penalty: 4702.754395
	Iteration 35Q: 3 clusters Score -1585584 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1585620.875000 Penalty: 4702.754395
	Iteration 36Q: 3 clusters Score -1585621 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1585656.125000 Penalty: 4702.754395
	Iteration 37Q: 3 clusters Score -1585656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1585675.625000 Penalty: 4702.754395
	Iteration 38Q: 3 clusters Score -1585676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1585703.375000 Penalty: 4702.754395
	Iteration 39Q: 3 clusters Score -1585703 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1585737.625000 Penalty: 4702.754395
	Iteration 40F: 3 clusters Score -1585738 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1585758.250000 Penalty: 4702.754395
	Iteration 41Q: 3 clusters Score -1585758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1585785.375000 Penalty: 4702.754395
	Iteration 42Q: 3 clusters Score -1585785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1585808.000000 Penalty: 4702.754395
	Iteration 43Q: 3 clusters Score -1585808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1585826.625000 Penalty: 4702.754395
	Iteration 44Q: 3 clusters Score -1585827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1585837.000000 Penalty: 4702.754395
	Iteration 45Q: 3 clusters Score -1585837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1585856.125000 Penalty: 4702.754395
	Iteration 46Q: 3 clusters Score -1585856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1585868.250000 Penalty: 4702.754395
	Iteration 47Q: 3 clusters Score -1585868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1585880.250000 Penalty: 4702.754395
	Iteration 48Q: 3 clusters Score -1585880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1585890.875000 Penalty: 4702.754395
	Iteration 49Q: 3 clusters Score -1585891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1585890.625000 Penalty: 4702.754395
	Iteration 50Q: 3 clusters Score -1585891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1585893.750000 Penalty: 4702.754395
	Iteration 51Q: 3 clusters Score -1585894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1585899.750000 Penalty: 4702.754395
	Iteration 52Q: 3 clusters Score -1585900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1585905.750000 Penalty: 4702.754395
	Iteration 53Q: 3 clusters Score -1585906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1585905.875000 Penalty: 4702.754395
	Iteration 54Q: 3 clusters Score -1585906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1585909.250000 Penalty: 4702.754395
	Iteration 55Q: 3 clusters Score -1585909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1585908.750000 Penalty: 4702.754395
	Iteration 56Q: 3 clusters Score -1585909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1585908.875000 Penalty: 4702.754395
	Iteration 57Q: 3 clusters Score -1585909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1585910.250000 Penalty: 4702.754395
	Iteration 58Q: 3 clusters Score -1585910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1585912.375000 Penalty: 4702.754395
	Iteration 59Q: 3 clusters Score -1585912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1585911.125000 Penalty: 4702.754395
	Iteration 60F: 3 clusters Score -1585911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1585913.875000 Penalty: 4702.754395
	Iteration 61Q: 3 clusters Score -1585914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1585910.500000 Penalty: 4702.754395
	Iteration 62Q: 3 clusters Score -1585910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1585914.500000 Penalty: 4702.754395
	Iteration 63Q: 3 clusters Score -1585914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1585914.375000 Penalty: 4702.754395
	Iteration 64Q: 3 clusters Score -1585914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1585912.875000 Penalty: 4702.754395
	Iteration 65Q: 3 clusters Score -1585913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1585913.500000 Penalty: 4702.754395
	Iteration 66Q: 3 clusters Score -1585914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1585915.250000 Penalty: 4702.754395
	Iteration 67Q: 3 clusters Score -1585915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1585914.625000 Penalty: 4702.754395
	Iteration 68Q: 3 clusters Score -1585915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1585914.250000 Penalty: 4702.754395
	Iteration 69Q: 3 clusters Score -1585914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1585914.375000 Penalty: 4702.754395
	Iteration 70Q: 3 clusters Score -1585914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1585914.250000 Penalty: 4702.754395
	Iteration 71Q: 3 clusters Score -1585914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1585919.625000 Penalty: 4702.754395
	Iteration 72Q: 3 clusters Score -1585920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1585922.250000 Penalty: 4702.754395
	Iteration 73Q: 3 clusters Score -1585922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1585924.250000 Penalty: 4702.754395
	Iteration 74Q: 3 clusters Score -1585924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1585925.500000 Penalty: 4702.754395
	Iteration 75Q: 3 clusters Score -1585926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1585926.875000 Penalty: 4702.754395
	Iteration 76Q: 3 clusters Score -1585927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1585929.500000 Penalty: 4702.754395
	Iteration 77Q: 3 clusters Score -1585930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1585930.000000 Penalty: 4702.754395
	Iteration 78Q: 3 clusters Score -1585930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1585931.500000 Penalty: 4702.754395
	Iteration 79Q: 3 clusters Score -1585932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1585929.750000 Penalty: 4702.754395
	Iteration 80F: 3 clusters Score -1585930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1585932.000000 Penalty: 4702.754395
	Iteration 81Q: 3 clusters Score -1585932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1585930.750000 Penalty: 4702.754395
	Iteration 82Q: 3 clusters Score -1585931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1585931.625000 Penalty: 4702.754395
	Iteration 83Q: 3 clusters Score -1585932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1585931.625000 Penalty: 4702.754395
	Iteration 84F: 3 clusters Score -1585932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -577676.687500 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -577676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -573154.750000 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -573154.8 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -574154.937500 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -574154.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -574362.625000 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -574362.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -574468.500000 Penalty: 4223.335938
	Iteration 3Q: 3 clusters Score -574468.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -574539.125000 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -574539.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -574592.687500 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -574592.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -574624.875000 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -574624.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -574651.625000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -574651.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -574670.125000 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -574670.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -574682.250000 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -574682.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -574695.250000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -574695.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -574715.937500 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -574715.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -574736.500000 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -574736.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -574756.625000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -574756.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -574771.750000 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -574771.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -574796.937500 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -574796.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -574832.875000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -574832.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -574872.437500 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -574872.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -574926.750000 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -574926.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -574998.750000 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -574998.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -575083.375000 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -575083.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -575146.437500 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -575146.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -575188.500000 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -575188.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -575245.937500 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -575245.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -575307.125000 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -575307.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -575367.437500 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -575367.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -575429.062500 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -575429.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -575485.187500 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -575485.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -575530.625000 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -575530.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -575568.687500 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -575568.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -575605.750000 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -575605.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -575636.437500 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -575636.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -575668.000000 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -575668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -575698.812500 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -575698.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -575729.187500 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -575729.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -575757.250000 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -575757.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -575790.625000 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -575790.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -575820.562500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -575820.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -575848.250000 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -575848.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -575869.625000 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -575869.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -575889.875000 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -575889.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -575908.187500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -575908.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -575922.625000 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -575922.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -575932.687500 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -575932.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -575941.687500 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -575941.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -575946.125000 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -575946.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -575952.312500 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -575952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -575954.875000 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -575954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -575958.937500 Penalty: 4223.335938
	Iteration 48Q: 3 clusters Score -575958.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -575963.375000 Penalty: 4223.335938
	Iteration 49Q: 3 clusters Score -575963.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -575967.875000 Penalty: 4223.335938
	Iteration 50Q: 3 clusters Score -575967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -575972.750000 Penalty: 4223.335938
	Iteration 51Q: 3 clusters Score -575972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -575978.687500 Penalty: 4223.335938
	Iteration 52Q: 3 clusters Score -575978.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -575986.062500 Penalty: 4223.335938
	Iteration 53Q: 3 clusters Score -575986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -575988.312500 Penalty: 4223.335938
	Iteration 54Q: 3 clusters Score -575988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -575994.500000 Penalty: 4223.335938
	Iteration 55Q: 3 clusters Score -575994.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -576000.625000 Penalty: 4223.335938
	Iteration 56Q: 3 clusters Score -576000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -576003.062500 Penalty: 4223.335938
	Iteration 57Q: 3 clusters Score -576003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -576006.187500 Penalty: 4223.335938
	Iteration 58Q: 3 clusters Score -576006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -576008.375000 Penalty: 4223.335938
	Iteration 59Q: 3 clusters Score -576008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -576008.562500 Penalty: 4223.335938
	Iteration 60F: 3 clusters Score -576008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -576011.562500 Penalty: 4223.335938
	Iteration 61Q: 3 clusters Score -576011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -576012.812500 Penalty: 4223.335938
	Iteration 62Q: 3 clusters Score -576012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -576014.000000 Penalty: 4223.335938
	Iteration 63Q: 3 clusters Score -576014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -576015.562500 Penalty: 4223.335938
	Iteration 64Q: 3 clusters Score -576015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -576017.625000 Penalty: 4223.335938
	Iteration 65Q: 3 clusters Score -576017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -576020.000000 Penalty: 4223.335938
	Iteration 66Q: 3 clusters Score -576020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -576024.750000 Penalty: 4223.335938
	Iteration 67Q: 3 clusters Score -576024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -576027.812500 Penalty: 4223.335938
	Iteration 68Q: 3 clusters Score -576027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -576034.062500 Penalty: 4223.335938
	Iteration 69Q: 3 clusters Score -576034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -576038.312500 Penalty: 4223.335938
	Iteration 70Q: 3 clusters Score -576038.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -576045.937500 Penalty: 4223.335938
	Iteration 71Q: 3 clusters Score -576045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -576051.062500 Penalty: 4223.335938
	Iteration 72Q: 3 clusters Score -576051.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -576054.937500 Penalty: 4223.335938
	Iteration 73Q: 3 clusters Score -576054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -576059.750000 Penalty: 4223.335938
	Iteration 74Q: 3 clusters Score -576059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -576065.062500 Penalty: 4223.335938
	Iteration 75Q: 3 clusters Score -576065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -576071.437500 Penalty: 4223.335938
	Iteration 76Q: 3 clusters Score -576071.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -576078.500000 Penalty: 4223.335938
	Iteration 77Q: 3 clusters Score -576078.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -576084.625000 Penalty: 4223.335938
	Iteration 78Q: 3 clusters Score -576084.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -576088.437500 Penalty: 4223.335938
	Iteration 79Q: 3 clusters Score -576088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -576094.312500 Penalty: 4223.335938
	Iteration 80F: 3 clusters Score -576094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -576097.750000 Penalty: 4223.335938
	Iteration 81Q: 3 clusters Score -576097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -576098.437500 Penalty: 4223.335938
	Iteration 82Q: 3 clusters Score -576098.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -576103.000000 Penalty: 4223.335938
	Iteration 83Q: 3 clusters Score -576103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -576103.937500 Penalty: 4223.335938
	Iteration 84Q: 3 clusters Score -576103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -576105.562500 Penalty: 4223.335938
	Iteration 85Q: 3 clusters Score -576105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -576107.250000 Penalty: 4223.335938
	Iteration 86Q: 3 clusters Score -576107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -576108.062500 Penalty: 4223.335938
	Iteration 87Q: 3 clusters Score -576108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -576107.687500 Penalty: 4223.335938
	Iteration 88Q: 3 clusters Score -576107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -576109.937500 Penalty: 4223.335938
	Iteration 89Q: 3 clusters Score -576109.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -576115.625000 Penalty: 4223.335938
	Iteration 90Q: 3 clusters Score -576115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -576120.687500 Penalty: 4223.335938
	Iteration 91Q: 3 clusters Score -576120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -576125.437500 Penalty: 4223.335938
	Iteration 92Q: 3 clusters Score -576125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -576127.000000 Penalty: 4223.335938
	Iteration 93Q: 3 clusters Score -576127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -576129.750000 Penalty: 4223.335938
	Iteration 94Q: 3 clusters Score -576129.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -576135.187500 Penalty: 4223.335938
	Iteration 95Q: 3 clusters Score -576135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -576139.750000 Penalty: 4223.335938
	Iteration 96Q: 3 clusters Score -576139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -576144.750000 Penalty: 4223.335938
	Iteration 97Q: 3 clusters Score -576144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -576147.250000 Penalty: 4223.335938
	Iteration 98Q: 3 clusters Score -576147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -576151.687500 Penalty: 4223.335938
	Iteration 99Q: 3 clusters Score -576151.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -576153.937500 Penalty: 4223.335938
	Iteration 100F: 3 clusters Score -576153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -576160.375000 Penalty: 4223.335938
	Iteration 101Q: 3 clusters Score -576160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -576162.750000 Penalty: 4223.335938
	Iteration 102Q: 3 clusters Score -576162.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -576169.625000 Penalty: 4223.335938
	Iteration 103Q: 3 clusters Score -576169.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -576175.062500 Penalty: 4223.335938
	Iteration 104Q: 3 clusters Score -576175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -576176.937500 Penalty: 4223.335938
	Iteration 105Q: 3 clusters Score -576176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -576180.375000 Penalty: 4223.335938
	Iteration 106Q: 3 clusters Score -576180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -576181.687500 Penalty: 4223.335938
	Iteration 107Q: 3 clusters Score -576181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -576182.562500 Penalty: 4223.335938
	Iteration 108Q: 3 clusters Score -576182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -576183.812500 Penalty: 4223.335938
	Iteration 109Q: 3 clusters Score -576183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -576185.125000 Penalty: 4223.335938
	Iteration 110Q: 3 clusters Score -576185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -576185.125000 Penalty: 4223.335938
	Iteration 111Q: 3 clusters Score -576185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -576186.375000 Penalty: 4223.335938
	Iteration 112Q: 3 clusters Score -576186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -576187.750000 Penalty: 4223.335938
	Iteration 113Q: 3 clusters Score -576187.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -576187.750000 Penalty: 4223.335938
	Iteration 114F: 3 clusters Score -576187.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (74767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Entering Unmasked Estep 
Score: -9250215.000000 Penalty: 2783.088623
	Iteration 0F: 2 clusters Score -9250215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -9200070.000000 Penalty: 5566.177246
	Iteration 0F: 3 clusters Score -9200070 nChanged 34969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -9219738.000000 Penalty: 5566.177246
	Iteration 1F: 3 clusters Score -9219738 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -9220391.000000 Penalty: 5566.177246
	Iteration 2Q: 3 clusters Score -9220391 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -9221219.000000 Penalty: 5566.177246
	Iteration 3Q: 3 clusters Score -9221219 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -9222489.000000 Penalty: 5566.177246
	Iteration 4Q: 3 clusters Score -9222489 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -9224197.000000 Penalty: 5566.177246
	Iteration 5Q: 3 clusters Score -9224197 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9226286.000000 Penalty: 5566.177246
	Iteration 6F: 3 clusters Score -9226286 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -9229370.000000 Penalty: 5566.177246
	Iteration 7F: 3 clusters Score -9229370 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9233349.000000 Penalty: 5566.177246
	Iteration 8F: 3 clusters Score -9233349 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -9237792.000000 Penalty: 5566.177246
	Iteration 9F: 3 clusters Score -9237792 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -9240590.000000 Penalty: 5566.177246
	Iteration 10F: 3 clusters Score -9240590 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -9241534.000000 Penalty: 5566.177246
	Iteration 11Q: 3 clusters Score -9241534 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -9241936.000000 Penalty: 5566.177246
	Iteration 12Q: 3 clusters Score -9241936 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -9242290.000000 Penalty: 5566.177246
	Iteration 13Q: 3 clusters Score -9242290 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -9242666.000000 Penalty: 5566.177246
	Iteration 14Q: 3 clusters Score -9242666 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -9243021.000000 Penalty: 5566.177246
	Iteration 15Q: 3 clusters Score -9243021 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -9243294.000000 Penalty: 5566.177246
	Iteration 16Q: 3 clusters Score -9243294 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -9243544.000000 Penalty: 5566.177246
	Iteration 17Q: 3 clusters Score -9243544 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -9243797.000000 Penalty: 5566.177246
	Iteration 18Q: 3 clusters Score -9243797 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -9244061.000000 Penalty: 5566.177246
	Iteration 19Q: 3 clusters Score -9244061 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -9244348.000000 Penalty: 5566.177246
	Iteration 20F: 3 clusters Score -9244348 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -9244704.000000 Penalty: 5566.177246
	Iteration 21Q: 3 clusters Score -9244704 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -9245001.000000 Penalty: 5566.177246
	Iteration 22Q: 3 clusters Score -9245001 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -9245350.000000 Penalty: 5566.177246
	Iteration 23Q: 3 clusters Score -9245350 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -9245650.000000 Penalty: 5566.177246
	Iteration 24Q: 3 clusters Score -9245650 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -9245958.000000 Penalty: 5566.177246
	Iteration 25Q: 3 clusters Score -9245958 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -9246219.000000 Penalty: 5566.177246
	Iteration 26Q: 3 clusters Score -9246219 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -9246407.000000 Penalty: 5566.177246
	Iteration 27Q: 3 clusters Score -9246407 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -9246588.000000 Penalty: 5566.177246
	Iteration 28Q: 3 clusters Score -9246588 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9246759.000000 Penalty: 5566.177246
	Iteration 29Q: 3 clusters Score -9246759 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -9246930.000000 Penalty: 5566.177246
	Iteration 30Q: 3 clusters Score -9246930 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9247095.000000 Penalty: 5566.177246
	Iteration 31Q: 3 clusters Score -9247095 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -9247237.000000 Penalty: 5566.177246
	Iteration 32Q: 3 clusters Score -9247237 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -9247322.000000 Penalty: 5566.177246
	Iteration 33Q: 3 clusters Score -9247322 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -9247417.000000 Penalty: 5566.177246
	Iteration 34Q: 3 clusters Score -9247417 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9247531.000000 Penalty: 5566.177246
	Iteration 35Q: 3 clusters Score -9247531 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -9247591.000000 Penalty: 5566.177246
	Iteration 36Q: 3 clusters Score -9247591 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9247663.000000 Penalty: 5566.177246
	Iteration 37Q: 3 clusters Score -9247663 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -9247756.000000 Penalty: 5566.177246
	Iteration 38Q: 3 clusters Score -9247756 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9247822.000000 Penalty: 5566.177246
	Iteration 39Q: 3 clusters Score -9247822 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9247872.000000 Penalty: 5566.177246
	Iteration 40F: 3 clusters Score -9247872 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9247947.000000 Penalty: 5566.177246
	Iteration 41Q: 3 clusters Score -9247947 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9247977.000000 Penalty: 5566.177246
	Iteration 42Q: 3 clusters Score -9247977 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -9248022.000000 Penalty: 5566.177246
	Iteration 43Q: 3 clusters Score -9248022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9248064.000000 Penalty: 5566.177246
	Iteration 44Q: 3 clusters Score -9248064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9248107.000000 Penalty: 5566.177246
	Iteration 45Q: 3 clusters Score -9248107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9248141.000000 Penalty: 5566.177246
	Iteration 46Q: 3 clusters Score -9248141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72211 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -9248177.000000 Penalty: 5566.177246
	Iteration 47Q: 3 clusters Score -9248177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9248198.000000 Penalty: 5566.177246
	Iteration 48Q: 3 clusters Score -9248198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9248208.000000 Penalty: 5566.177246
	Iteration 49Q: 3 clusters Score -9248208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9248234.000000 Penalty: 5566.177246
	Iteration 50Q: 3 clusters Score -9248234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9248255.000000 Penalty: 5566.177246
	Iteration 51Q: 3 clusters Score -9248255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9248284.000000 Penalty: 5566.177246
	Iteration 52Q: 3 clusters Score -9248284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9248287.000000 Penalty: 5566.177246
	Iteration 53Q: 3 clusters Score -9248287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9248291.000000 Penalty: 5566.177246
	Iteration 54Q: 3 clusters Score -9248291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9248278.000000 Penalty: 5566.177246
	Iteration 55Q: 3 clusters Score -9248278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9248288.000000 Penalty: 5566.177246
	Iteration 56Q: 3 clusters Score -9248288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9248291.000000 Penalty: 5566.177246
	Iteration 57Q: 3 clusters Score -9248291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9248301.000000 Penalty: 5566.177246
	Iteration 58Q: 3 clusters Score -9248301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9248305.000000 Penalty: 5566.177246
	Iteration 59Q: 3 clusters Score -9248305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9248318.000000 Penalty: 5566.177246
	Iteration 60F: 3 clusters Score -9248318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9248319.000000 Penalty: 5566.177246
	Iteration 61Q: 3 clusters Score -9248319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9248318.000000 Penalty: 5566.177246
	Iteration 62Q: 3 clusters Score -9248318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9248320.000000 Penalty: 5566.177246
	Iteration 63Q: 3 clusters Score -9248320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9248319.000000 Penalty: 5566.177246
	Iteration 64Q: 3 clusters Score -9248319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9248342.000000 Penalty: 5566.177246
	Iteration 65Q: 3 clusters Score -9248342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9248340.000000 Penalty: 5566.177246
	Iteration 66Q: 3 clusters Score -9248340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9248328.000000 Penalty: 5566.177246
	Iteration 67Q: 3 clusters Score -9248328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9248338.000000 Penalty: 5566.177246
	Iteration 68Q: 3 clusters Score -9248338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9248330.000000 Penalty: 5566.177246
	Iteration 69Q: 3 clusters Score -9248330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9248330.000000 Penalty: 5566.177246
	Iteration 70Q: 3 clusters Score -9248330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9248336.000000 Penalty: 5566.177246
	Iteration 71Q: 3 clusters Score -9248336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9248346.000000 Penalty: 5566.177246
	Iteration 72Q: 3 clusters Score -9248346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9248331.000000 Penalty: 5566.177246
	Iteration 73Q: 3 clusters Score -9248331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9248330 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72915 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9248340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9248350.000000 Penalty: 5566.177246
	Iteration 76Q: 3 clusters Score -9248350 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9248360.000000 Penalty: 5566.177246
	Iteration 77Q: 3 clusters Score -9248360 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9248367.000000 Penalty: 5566.177246
	Iteration 78Q: 3 clusters Score -9248367 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9248364.000000 Penalty: 5566.177246
	Iteration 79Q: 3 clusters Score -9248364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9248364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9248356.000000 Penalty: 5566.177246
	Iteration 81Q: 3 clusters Score -9248356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9248358.000000 Penalty: 5566.177246
	Iteration 82Q: 3 clusters Score -9248358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9248374.000000 Penalty: 5566.177246
	Iteration 83Q: 3 clusters Score -9248374 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9248378.000000 Penalty: 5566.177246
	Iteration 84Q: 3 clusters Score -9248378 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9248377.000000 Penalty: 5566.177246
	Iteration 85Q: 3 clusters Score -9248377 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9248372.000000 Penalty: 5566.177246
	Iteration 86Q: 3 clusters Score -9248372 nChanged 1
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Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9248371 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9248362.000000 Penalty: 5566.177246
	Iteration 88Q: 3 clusters Score -9248362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9248364 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9248365.000000 Penalty: 5566.177246
	Iteration 90Q: 3 clusters Score -9248365 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9248373.000000 Penalty: 5566.177246
	Iteration 91Q: 3 clusters Score -9248373 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9248375.000000 Penalty: 5566.177246
	Iteration 92Q: 3 clusters Score -9248375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9248380.000000 Penalty: 5566.177246
	Iteration 93Q: 3 clusters Score -9248380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9248375 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9248379.000000 Penalty: 5566.177246
	Iteration 95Q: 3 clusters Score -9248379 nChanged 3
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Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9248373 nChanged 4
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Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9248373 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73015 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9248375 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9248368.000000 Penalty: 5566.177246
	Iteration 99Q: 3 clusters Score -9248368 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9248359.000000 Penalty: 5566.177246
	Iteration 100F: 3 clusters Score -9248359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9248355.000000 Penalty: 5566.177246
	Iteration 101Q: 3 clusters Score -9248355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9248355.000000 Penalty: 5566.177246
	Iteration 102F: 3 clusters Score -9248355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Entering Unmasked Estep 
Score: -3389018.250000 Penalty: 2549.287842
	Iteration 0F: 2 clusters Score -3389018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3369096.500000 Penalty: 5098.575684
	Iteration 0F: 3 clusters Score -3369096 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3376459.750000 Penalty: 5098.575684
	Iteration 1F: 3 clusters Score -3376460 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3377189.250000 Penalty: 5098.575684
	Iteration 2F: 3 clusters Score -3377189 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3377817.000000 Penalty: 5098.575684
	Iteration 3F: 3 clusters Score -3377817 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3378307.000000 Penalty: 5098.575684
	Iteration 4Q: 3 clusters Score -3378307 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3378794.000000 Penalty: 5098.575684
	Iteration 5Q: 3 clusters Score -3378794 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3379244.500000 Penalty: 5098.575684
	Iteration 6Q: 3 clusters Score -3379244 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3379717.750000 Penalty: 5098.575684
	Iteration 7Q: 3 clusters Score -3379718 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3380284.500000 Penalty: 5098.575684
	Iteration 8Q: 3 clusters Score -3380284 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3380909.500000 Penalty: 5098.575684
	Iteration 9Q: 3 clusters Score -3380910 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3381571.500000 Penalty: 5098.575684
	Iteration 10Q: 3 clusters Score -3381572 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3382250.500000 Penalty: 5098.575684
	Iteration 11Q: 3 clusters Score -3382250 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3382868.750000 Penalty: 5098.575684
	Iteration 12Q: 3 clusters Score -3382869 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3383389.250000 Penalty: 5098.575684
	Iteration 13Q: 3 clusters Score -3383389 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3383784.250000 Penalty: 5098.575684
	Iteration 14Q: 3 clusters Score -3383784 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3384074.750000 Penalty: 5098.575684
	Iteration 15Q: 3 clusters Score -3384075 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3384329.000000 Penalty: 5098.575684
	Iteration 16Q: 3 clusters Score -3384329 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3384523.500000 Penalty: 5098.575684
	Iteration 17Q: 3 clusters Score -3384524 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3384689.750000 Penalty: 5098.575684
	Iteration 18Q: 3 clusters Score -3384690 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3384836.000000 Penalty: 5098.575684
	Iteration 19Q: 3 clusters Score -3384836 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -3384945.250000 Penalty: 5098.575684
	Iteration 20F: 3 clusters Score -3384945 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3385036.250000 Penalty: 5098.575684
	Iteration 21Q: 3 clusters Score -3385036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3385132.500000 Penalty: 5098.575684
	Iteration 22Q: 3 clusters Score -3385132 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3385218.750000 Penalty: 5098.575684
	Iteration 23Q: 3 clusters Score -3385219 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3385289.750000 Penalty: 5098.575684
	Iteration 24Q: 3 clusters Score -3385290 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -3385364.250000 Penalty: 5098.575684
	Iteration 25Q: 3 clusters Score -3385364 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3385456.750000 Penalty: 5098.575684
	Iteration 26Q: 3 clusters Score -3385457 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3385547.750000 Penalty: 5098.575684
	Iteration 27Q: 3 clusters Score -3385548 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3385618.000000 Penalty: 5098.575684
	Iteration 28Q: 3 clusters Score -3385618 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3385693.250000 Penalty: 5098.575684
	Iteration 29Q: 3 clusters Score -3385693 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3385779.000000 Penalty: 5098.575684
	Iteration 30Q: 3 clusters Score -3385779 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3385865.250000 Penalty: 5098.575684
	Iteration 31Q: 3 clusters Score -3385865 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3385949.500000 Penalty: 5098.575684
	Iteration 32Q: 3 clusters Score -3385950 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3386034.500000 Penalty: 5098.575684
	Iteration 33Q: 3 clusters Score -3386034 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3386101.250000 Penalty: 5098.575684
	Iteration 34Q: 3 clusters Score -3386101 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3386162.250000 Penalty: 5098.575684
	Iteration 35Q: 3 clusters Score -3386162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3386183.750000 Penalty: 5098.575684
	Iteration 36Q: 3 clusters Score -3386184 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3386201.250000 Penalty: 5098.575684
	Iteration 37Q: 3 clusters Score -3386201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3386219.000000 Penalty: 5098.575684
	Iteration 38Q: 3 clusters Score -3386219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3386221.000000 Penalty: 5098.575684
	Iteration 39Q: 3 clusters Score -3386221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3386278.000000 Penalty: 5098.575684
	Iteration 40F: 3 clusters Score -3386278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3386292.500000 Penalty: 5098.575684
	Iteration 41Q: 3 clusters Score -3386292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3386309.500000 Penalty: 5098.575684
	Iteration 42Q: 3 clusters Score -3386310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3386340.000000 Penalty: 5098.575684
	Iteration 43Q: 3 clusters Score -3386340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3386363.250000 Penalty: 5098.575684
	Iteration 44Q: 3 clusters Score -3386363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3386377.000000 Penalty: 5098.575684
	Iteration 45Q: 3 clusters Score -3386377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3386375.000000 Penalty: 5098.575684
	Iteration 46Q: 3 clusters Score -3386375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3386372.250000 Penalty: 5098.575684
	Iteration 47Q: 3 clusters Score -3386372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3386372.750000 Penalty: 5098.575684
	Iteration 48Q: 3 clusters Score -3386373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3386381.500000 Penalty: 5098.575684
	Iteration 49Q: 3 clusters Score -3386382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3386379.750000 Penalty: 5098.575684
	Iteration 50Q: 3 clusters Score -3386380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3386386.000000 Penalty: 5098.575684
	Iteration 51Q: 3 clusters Score -3386386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3386386.750000 Penalty: 5098.575684
	Iteration 52Q: 3 clusters Score -3386387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3386389.000000 Penalty: 5098.575684
	Iteration 53Q: 3 clusters Score -3386389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3386385.000000 Penalty: 5098.575684
	Iteration 54Q: 3 clusters Score -3386385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3386392.500000 Penalty: 5098.575684
	Iteration 55Q: 3 clusters Score -3386392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3386391.500000 Penalty: 5098.575684
	Iteration 56Q: 3 clusters Score -3386392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3386394.750000 Penalty: 5098.575684
	Iteration 57Q: 3 clusters Score -3386395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3386393.250000 Penalty: 5098.575684
	Iteration 58Q: 3 clusters Score -3386393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3386391.000000 Penalty: 5098.575684
	Iteration 59Q: 3 clusters Score -3386391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3386394.500000 Penalty: 5098.575684
	Iteration 60F: 3 clusters Score -3386394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3386401.500000 Penalty: 5098.575684
	Iteration 61Q: 3 clusters Score -3386402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3386398.750000 Penalty: 5098.575684
	Iteration 62Q: 3 clusters Score -3386399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3386394.250000 Penalty: 5098.575684
	Iteration 63Q: 3 clusters Score -3386394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3386395.000000 Penalty: 5098.575684
	Iteration 64Q: 3 clusters Score -3386395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3386396.500000 Penalty: 5098.575684
	Iteration 65Q: 3 clusters Score -3386396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3386397.500000 Penalty: 5098.575684
	Iteration 66Q: 3 clusters Score -3386398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3386401.750000 Penalty: 5098.575684
	Iteration 67Q: 3 clusters Score -3386402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3386398.000000 Penalty: 5098.575684
	Iteration 68Q: 3 clusters Score -3386398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3386398.000000 Penalty: 5098.575684
	Iteration 69F: 3 clusters Score -3386398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Entering Unmasked Estep 
Score: -1701637.000000 Penalty: 2364.651367
	Iteration 0F: 2 clusters Score -1701637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1691424.500000 Penalty: 4729.302734
	Iteration 0F: 3 clusters Score -1691424 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1694459.500000 Penalty: 4729.302734
	Iteration 1F: 3 clusters Score -1694460 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1694744.500000 Penalty: 4729.302734
	Iteration 2F: 3 clusters Score -1694744 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1694981.625000 Penalty: 4729.302734
	Iteration 3Q: 3 clusters Score -1694982 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1695183.000000 Penalty: 4729.302734
	Iteration 4Q: 3 clusters Score -1695183 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1695394.750000 Penalty: 4729.302734
	Iteration 5Q: 3 clusters Score -1695395 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1695608.500000 Penalty: 4729.302734
	Iteration 6Q: 3 clusters Score -1695608 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1695868.500000 Penalty: 4729.302734
	Iteration 7Q: 3 clusters Score -1695868 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1696190.000000 Penalty: 4729.302734
	Iteration 8Q: 3 clusters Score -1696190 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1696604.875000 Penalty: 4729.302734
	Iteration 9Q: 3 clusters Score -1696605 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1697125.750000 Penalty: 4729.302734
	Iteration 10F: 3 clusters Score -1697126 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1697692.000000 Penalty: 4729.302734
	Iteration 11F: 3 clusters Score -1697692 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1698281.750000 Penalty: 4729.302734
	Iteration 12Q: 3 clusters Score -1698282 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1698766.875000 Penalty: 4729.302734
	Iteration 13Q: 3 clusters Score -1698767 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1699053.250000 Penalty: 4729.302734
	Iteration 14Q: 3 clusters Score -1699053 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1699244.750000 Penalty: 4729.302734
	Iteration 15Q: 3 clusters Score -1699245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1699370.000000 Penalty: 4729.302734
	Iteration 16Q: 3 clusters Score -1699370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1699448.000000 Penalty: 4729.302734
	Iteration 17Q: 3 clusters Score -1699448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1699486.125000 Penalty: 4729.302734
	Iteration 18Q: 3 clusters Score -1699486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1699511.625000 Penalty: 4729.302734
	Iteration 19Q: 3 clusters Score -1699512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1699523.750000 Penalty: 4729.302734
	Iteration 20F: 3 clusters Score -1699524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1699537.375000 Penalty: 4729.302734
	Iteration 21Q: 3 clusters Score -1699537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1699545.875000 Penalty: 4729.302734
	Iteration 22Q: 3 clusters Score -1699546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1699550.750000 Penalty: 4729.302734
	Iteration 23Q: 3 clusters Score -1699551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1699553.500000 Penalty: 4729.302734
	Iteration 24Q: 3 clusters Score -1699554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1699554.000000 Penalty: 4729.302734
	Iteration 25Q: 3 clusters Score -1699554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1699554.750000 Penalty: 4729.302734
	Iteration 26Q: 3 clusters Score -1699555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1699554.750000 Penalty: 4729.302734
	Iteration 27F: 3 clusters Score -1699555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (163452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Entering Unmasked Estep 
Score: -20020152.000000 Penalty: 2977.060059
	Iteration 0F: 2 clusters Score -2.002015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -19912702.000000 Penalty: 5954.120117
	Iteration 0F: 3 clusters Score -1.99127e+07 nChanged 78198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -19957830.000000 Penalty: 5954.120117
	Iteration 1F: 3 clusters Score -1.995783e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -19959248.000000 Penalty: 5954.120117
	Iteration 2Q: 3 clusters Score -1.995925e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -19961932.000000 Penalty: 5954.120117
	Iteration 3Q: 3 clusters Score -1.996193e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -19967124.000000 Penalty: 5954.120117
	Iteration 4F: 3 clusters Score -1.996712e+07 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 116181 members 
Entering Unmasked Estep 
Score: -19976654.000000 Penalty: 5954.120117
	Iteration 5F: 3 clusters Score -1.997665e+07 nChanged 15304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 129975 members 
Entering Unmasked Estep 
Score: -19990616.000000 Penalty: 5954.120117
	Iteration 6F: 3 clusters Score -1.999062e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 142151 members 
Entering Unmasked Estep 
Score: -20004686.000000 Penalty: 5954.120117
	Iteration 7F: 3 clusters Score -2.000469e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -20014654.000000 Penalty: 5954.120117
	Iteration 8Q: 3 clusters Score -2.001465e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -20018922.000000 Penalty: 5954.120117
	Iteration 9Q: 3 clusters Score -2.001892e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 151596 members 
Entering Unmasked Estep 
Score: -20020086.000000 Penalty: 5954.120117
	Iteration 10Q: 3 clusters Score -2.002009e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -20020572.000000 Penalty: 5954.120117
	Iteration 11Q: 3 clusters Score -2.002057e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 152707 members 
Entering Unmasked Estep 
Score: -20020792.000000 Penalty: 5954.120117
	Iteration 12Q: 3 clusters Score -2.002079e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -20020902.000000 Penalty: 5954.120117
	Iteration 13Q: 3 clusters Score -2.00209e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 153481 members 
Entering Unmasked Estep 
Score: -20020942.000000 Penalty: 5954.120117
	Iteration 14Q: 3 clusters Score -2.002094e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -20021012.000000 Penalty: 5954.120117
	Iteration 15Q: 3 clusters Score -2.002101e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -20021048.000000 Penalty: 5954.120117
	Iteration 16Q: 3 clusters Score -2.002105e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -20021010.000000 Penalty: 5954.120117
	Iteration 17Q: 3 clusters Score -2.002101e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -20021042.000000 Penalty: 5954.120117
	Iteration 18Q: 3 clusters Score -2.002104e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -20021068.000000 Penalty: 5954.120117
	Iteration 19Q: 3 clusters Score -2.002107e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -20021066.000000 Penalty: 5954.120117
	Iteration 20F: 3 clusters Score -2.002107e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -20021052.000000 Penalty: 5954.120117
	Iteration 21Q: 3 clusters Score -2.002105e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -20020998.000000 Penalty: 5954.120117
	Iteration 22Q: 3 clusters Score -2.0021e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 155567 members 
Entering Unmasked Estep 
Score: -20021028.000000 Penalty: 5954.120117
	Iteration 23Q: 3 clusters Score -2.002103e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 155687 members 
Entering Unmasked Estep 
Score: -20020996.000000 Penalty: 5954.120117
	Iteration 24Q: 3 clusters Score -2.0021e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 155795 members 
Entering Unmasked Estep 
Score: -20020982.000000 Penalty: 5954.120117
	Iteration 25Q: 3 clusters Score -2.002098e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 155892 members 
Entering Unmasked Estep 
Score: -20020968.000000 Penalty: 5954.120117
	Iteration 26Q: 3 clusters Score -2.002097e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -20020928.000000 Penalty: 5954.120117
	Iteration 27Q: 3 clusters Score -2.002093e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 156085 members 
Entering Unmasked Estep 
Score: -20020894.000000 Penalty: 5954.120117
	Iteration 28Q: 3 clusters Score -2.002089e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 156173 members 
Entering Unmasked Estep 
Score: -20020922.000000 Penalty: 5954.120117
	Iteration 29Q: 3 clusters Score -2.002092e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 156272 members 
Entering Unmasked Estep 
Score: -20020906.000000 Penalty: 5954.120117
	Iteration 30Q: 3 clusters Score -2.002091e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 156352 members 
Entering Unmasked Estep 
Score: -20020866.000000 Penalty: 5954.120117
	Iteration 31Q: 3 clusters Score -2.002087e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -20020800.000000 Penalty: 5954.120117
	Iteration 32Q: 3 clusters Score -2.00208e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -20020838.000000 Penalty: 5954.120117
	Iteration 33Q: 3 clusters Score -2.002084e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -20020804.000000 Penalty: 5954.120117
	Iteration 34Q: 3 clusters Score -2.00208e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 156676 members 
Entering Unmasked Estep 
Score: -20020746.000000 Penalty: 5954.120117
	Iteration 35Q: 3 clusters Score -2.002075e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 156742 members 
Entering Unmasked Estep 
Score: -20020736.000000 Penalty: 5954.120117
	Iteration 36Q: 3 clusters Score -2.002074e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -20020746.000000 Penalty: 5954.120117
	Iteration 37Q: 3 clusters Score -2.002075e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -20020740.000000 Penalty: 5954.120117
	Iteration 38Q: 3 clusters Score -2.002074e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -20020720.000000 Penalty: 5954.120117
	Iteration 39Q: 3 clusters Score -2.002072e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -20020742.000000 Penalty: 5954.120117
	Iteration 40F: 3 clusters Score -2.002074e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -20020684.000000 Penalty: 5954.120117
	Iteration 41Q: 3 clusters Score -2.002068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 157113 members 
Entering Unmasked Estep 
Score: -20020690.000000 Penalty: 5954.120117
	Iteration 42Q: 3 clusters Score -2.002069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 157164 members 
Entering Unmasked Estep 
Score: -20020678.000000 Penalty: 5954.120117
	Iteration 43Q: 3 clusters Score -2.002068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -20020680.000000 Penalty: 5954.120117
	Iteration 44Q: 3 clusters Score -2.002068e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -20020644.000000 Penalty: 5954.120117
	Iteration 45Q: 3 clusters Score -2.002064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -20020634.000000 Penalty: 5954.120117
	Iteration 46Q: 3 clusters Score -2.002063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -20020610.000000 Penalty: 5954.120117
	Iteration 47Q: 3 clusters Score -2.002061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -20020620.000000 Penalty: 5954.120117
	Iteration 48Q: 3 clusters Score -2.002062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -20020630.000000 Penalty: 5954.120117
	Iteration 49Q: 3 clusters Score -2.002063e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 157469 members 
Entering Unmasked Estep 
Score: -20020582.000000 Penalty: 5954.120117
	Iteration 50Q: 3 clusters Score -2.002058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -20020560.000000 Penalty: 5954.120117
	Iteration 51Q: 3 clusters Score -2.002056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -20020562.000000 Penalty: 5954.120117
	Iteration 52Q: 3 clusters Score -2.002056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 157567 members 
Entering Unmasked Estep 
Score: -20020558.000000 Penalty: 5954.120117
	Iteration 53Q: 3 clusters Score -2.002056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 157606 members 
Entering Unmasked Estep 
Score: -20020552.000000 Penalty: 5954.120117
	Iteration 54Q: 3 clusters Score -2.002055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -20020532.000000 Penalty: 5954.120117
	Iteration 55Q: 3 clusters Score -2.002053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -20020506.000000 Penalty: 5954.120117
	Iteration 56Q: 3 clusters Score -2.002051e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -20020482.000000 Penalty: 5954.120117
	Iteration 57Q: 3 clusters Score -2.002048e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -20020498.000000 Penalty: 5954.120117
	Iteration 58Q: 3 clusters Score -2.00205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 157786 members 
Entering Unmasked Estep 
Score: -20020464.000000 Penalty: 5954.120117
	Iteration 59Q: 3 clusters Score -2.002046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -20020444.000000 Penalty: 5954.120117
	Iteration 60F: 3 clusters Score -2.002044e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 157860 members 
Entering Unmasked Estep 
Score: -20020424.000000 Penalty: 5954.120117
	Iteration 61Q: 3 clusters Score -2.002042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 157900 members 
Entering Unmasked Estep 
Score: -20020400.000000 Penalty: 5954.120117
	Iteration 62Q: 3 clusters Score -2.00204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -20020394.000000 Penalty: 5954.120117
	Iteration 63Q: 3 clusters Score -2.002039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -20020412.000000 Penalty: 5954.120117
	Iteration 64Q: 3 clusters Score -2.002041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -20020418.000000 Penalty: 5954.120117
	Iteration 65Q: 3 clusters Score -2.002042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -20020406.000000 Penalty: 5954.120117
	Iteration 66Q: 3 clusters Score -2.002041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 158054 members 
Entering Unmasked Estep 
Score: -20020408.000000 Penalty: 5954.120117
	Iteration 67Q: 3 clusters Score -2.002041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 158074 members 
Entering Unmasked Estep 
Score: -20020400.000000 Penalty: 5954.120117
	Iteration 68Q: 3 clusters Score -2.00204e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -20020392.000000 Penalty: 5954.120117
	Iteration 69Q: 3 clusters Score -2.002039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -20020404.000000 Penalty: 5954.120117
	Iteration 70Q: 3 clusters Score -2.00204e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -20020398.000000 Penalty: 5954.120117
	Iteration 71Q: 3 clusters Score -2.00204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -20020374.000000 Penalty: 5954.120117
	Iteration 72Q: 3 clusters Score -2.002037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 158224 members 
Entering Unmasked Estep 
Score: -20020362.000000 Penalty: 5954.120117
	Iteration 73Q: 3 clusters Score -2.002036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 158260 members 
Entering Unmasked Estep 
Score: -20020350.000000 Penalty: 5954.120117
	Iteration 74Q: 3 clusters Score -2.002035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 158291 members 
Entering Unmasked Estep 
Score: -20020356.000000 Penalty: 5954.120117
	Iteration 75Q: 3 clusters Score -2.002036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 158316 members 
Entering Unmasked Estep 
Score: -20020332.000000 Penalty: 5954.120117
	Iteration 76Q: 3 clusters Score -2.002033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -20020350.000000 Penalty: 5954.120117
	Iteration 77Q: 3 clusters Score -2.002035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -20020336.000000 Penalty: 5954.120117
	Iteration 78Q: 3 clusters Score -2.002034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 158360 members 
Entering Unmasked Estep 
Score: -20020346.000000 Penalty: 5954.120117
	Iteration 79Q: 3 clusters Score -2.002035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 158370 members 
Entering Unmasked Estep 
Score: -20020320.000000 Penalty: 5954.120117
	Iteration 80F: 3 clusters Score -2.002032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 158377 members 
Entering Unmasked Estep 
Score: -20020338.000000 Penalty: 5954.120117
	Iteration 81Q: 3 clusters Score -2.002034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -20020332.000000 Penalty: 5954.120117
	Iteration 82Q: 3 clusters Score -2.002033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 158397 members 
Entering Unmasked Estep 
Score: -20020314.000000 Penalty: 5954.120117
	Iteration 83Q: 3 clusters Score -2.002031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 158404 members 
Entering Unmasked Estep 
Score: -20020326.000000 Penalty: 5954.120117
	Iteration 84Q: 3 clusters Score -2.002033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -20020336.000000 Penalty: 5954.120117
	Iteration 85Q: 3 clusters Score -2.002034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 158409 members 
Entering Unmasked Estep 
Score: -20020336.000000 Penalty: 5954.120117
	Iteration 86Q: 3 clusters Score -2.002034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -20020342.000000 Penalty: 5954.120117
	Iteration 87Q: 3 clusters Score -2.002034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -20020342.000000 Penalty: 5954.120117
	Iteration 88F: 3 clusters Score -2.002034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 65819 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 182922 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 168281 members 
Mstep: Class 7 contains 49469 members 
Mstep: Class 8 contains 115761 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173930 members 
Mstep: Class 13 contains 65365 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173891 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 74767 members 
Mstep: Class 21 contains 29126 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 104949 members 
Mstep: Class 26 contains 158411 members 
Entering Unmasked Estep 
Score: -194686560.000000 Penalty: 92160.671875
Splitting cluster 23 changes total score from -194686976.000000 to -194686560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -125424.828125 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -125424.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123419.968750 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -123420 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123722.609375 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -123722.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123788.640625 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -123788.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123816.687500 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -123816.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123837.281250 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -123837.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123852.734375 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -123852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123867.343750 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -123867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123876.984375 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -123877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123886.296875 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -123886.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123891.593750 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -123891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -123896.109375 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -123896.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123900.226562 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -123900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123905.093750 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -123905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123910.781250 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -123910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123913.375000 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -123913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123913.375000 Penalty: 3475.320801
	Iteration 15F: 3 clusters Score -123913.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (104949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104949 members 
Entering Unmasked Estep 
Score: -12849505.000000 Penalty: 2867.185059
	Iteration 0F: 2 clusters Score -1.28495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 52503 members 
Entering Unmasked Estep 
Score: -12779199.000000 Penalty: 5734.370117
	Iteration 0F: 3 clusters Score -1.27792e+07 nChanged 49764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -12807794.000000 Penalty: 5734.370117
	Iteration 1F: 3 clusters Score -1.280779e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -12808434.000000 Penalty: 5734.370117
	Iteration 2Q: 3 clusters Score -1.280843e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -12809235.000000 Penalty: 5734.370117
	Iteration 3Q: 3 clusters Score -1.280924e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -12810091.000000 Penalty: 5734.370117
	Iteration 4Q: 3 clusters Score -1.281009e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54191 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -12811061.000000 Penalty: 5734.370117
	Iteration 5Q: 3 clusters Score -1.281106e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -12812398.000000 Penalty: 5734.370117
	Iteration 6Q: 3 clusters Score -1.28124e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -12814321.000000 Penalty: 5734.370117
	Iteration 7Q: 3 clusters Score -1.281432e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -12817537.000000 Penalty: 5734.370117
	Iteration 8Q: 3 clusters Score -1.281754e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -12822375.000000 Penalty: 5734.370117
	Iteration 9F: 3 clusters Score -1.282238e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -12827721.000000 Penalty: 5734.370117
	Iteration 10F: 3 clusters Score -1.282772e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -12831597.000000 Penalty: 5734.370117
	Iteration 11F: 3 clusters Score -1.28316e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -12833662.000000 Penalty: 5734.370117
	Iteration 12Q: 3 clusters Score -1.283366e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -12834901.000000 Penalty: 5734.370117
	Iteration 13Q: 3 clusters Score -1.28349e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -12836152.000000 Penalty: 5734.370117
	Iteration 14Q: 3 clusters Score -1.283615e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -12837530.000000 Penalty: 5734.370117
	Iteration 15Q: 3 clusters Score -1.283753e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -12838829.000000 Penalty: 5734.370117
	Iteration 16Q: 3 clusters Score -1.283883e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -12840080.000000 Penalty: 5734.370117
	Iteration 17Q: 3 clusters Score -1.284008e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -12841268.000000 Penalty: 5734.370117
	Iteration 18Q: 3 clusters Score -1.284127e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -12842243.000000 Penalty: 5734.370117
	Iteration 19Q: 3 clusters Score -1.284224e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -12842858.000000 Penalty: 5734.370117
	Iteration 20F: 3 clusters Score -1.284286e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -12843267.000000 Penalty: 5734.370117
	Iteration 21Q: 3 clusters Score -1.284327e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -12843594.000000 Penalty: 5734.370117
	Iteration 22Q: 3 clusters Score -1.284359e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -12843797.000000 Penalty: 5734.370117
	Iteration 23Q: 3 clusters Score -1.28438e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -12843960.000000 Penalty: 5734.370117
	Iteration 24Q: 3 clusters Score -1.284396e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -12844176.000000 Penalty: 5734.370117
	Iteration 25Q: 3 clusters Score -1.284418e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -12844350.000000 Penalty: 5734.370117
	Iteration 26Q: 3 clusters Score -1.284435e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70241 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -12844510.000000 Penalty: 5734.370117
	Iteration 27Q: 3 clusters Score -1.284451e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -12844691.000000 Penalty: 5734.370117
	Iteration 28Q: 3 clusters Score -1.284469e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -12844775.000000 Penalty: 5734.370117
	Iteration 29Q: 3 clusters Score -1.284478e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -12844829.000000 Penalty: 5734.370117
	Iteration 30Q: 3 clusters Score -1.284483e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -12844975.000000 Penalty: 5734.370117
	Iteration 31Q: 3 clusters Score -1.284498e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -12845097.000000 Penalty: 5734.370117
	Iteration 32Q: 3 clusters Score -1.28451e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -12845141.000000 Penalty: 5734.370117
	Iteration 33Q: 3 clusters Score -1.284514e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -12845216.000000 Penalty: 5734.370117
	Iteration 34Q: 3 clusters Score -1.284522e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -12845288.000000 Penalty: 5734.370117
	Iteration 35Q: 3 clusters Score -1.284529e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -12845409.000000 Penalty: 5734.370117
	Iteration 36Q: 3 clusters Score -1.284541e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -12845499.000000 Penalty: 5734.370117
	Iteration 37Q: 3 clusters Score -1.28455e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -12845588.000000 Penalty: 5734.370117
	Iteration 38Q: 3 clusters Score -1.284559e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -12845655.000000 Penalty: 5734.370117
	Iteration 39Q: 3 clusters Score -1.284566e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -12845736.000000 Penalty: 5734.370117
	Iteration 40F: 3 clusters Score -1.284574e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -12845791.000000 Penalty: 5734.370117
	Iteration 41Q: 3 clusters Score -1.284579e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -12845826.000000 Penalty: 5734.370117
	Iteration 42Q: 3 clusters Score -1.284583e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -12845891.000000 Penalty: 5734.370117
	Iteration 43Q: 3 clusters Score -1.284589e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -12845905.000000 Penalty: 5734.370117
	Iteration 44Q: 3 clusters Score -1.28459e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -12845954.000000 Penalty: 5734.370117
	Iteration 45Q: 3 clusters Score -1.284595e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -12845963.000000 Penalty: 5734.370117
	Iteration 46Q: 3 clusters Score -1.284596e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -12846034.000000 Penalty: 5734.370117
	Iteration 47Q: 3 clusters Score -1.284603e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -12846108.000000 Penalty: 5734.370117
	Iteration 48Q: 3 clusters Score -1.284611e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -12846109.000000 Penalty: 5734.370117
	Iteration 49Q: 3 clusters Score -1.284611e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -12846109.000000 Penalty: 5734.370117
	Iteration 50Q: 3 clusters Score -1.284611e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -12846109.000000 Penalty: 5734.370117
	Iteration 51Q: 3 clusters Score -1.284611e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -12846137.000000 Penalty: 5734.370117
	Iteration 52Q: 3 clusters Score -1.284614e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -12846178.000000 Penalty: 5734.370117
	Iteration 53Q: 3 clusters Score -1.284618e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -12846179.000000 Penalty: 5734.370117
	Iteration 54Q: 3 clusters Score -1.284618e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -12846188.000000 Penalty: 5734.370117
	Iteration 55Q: 3 clusters Score -1.284619e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -12846194.000000 Penalty: 5734.370117
	Iteration 56Q: 3 clusters Score -1.284619e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -12846249.000000 Penalty: 5734.370117
	Iteration 57Q: 3 clusters Score -1.284625e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82703 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -12846248.000000 Penalty: 5734.370117
	Iteration 58Q: 3 clusters Score -1.284625e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -12846267.000000 Penalty: 5734.370117
	Iteration 59Q: 3 clusters Score -1.284627e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -12846285.000000 Penalty: 5734.370117
	Iteration 60F: 3 clusters Score -1.284628e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -12846284.000000 Penalty: 5734.370117
	Iteration 61Q: 3 clusters Score -1.284628e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -12846301.000000 Penalty: 5734.370117
	Iteration 62Q: 3 clusters Score -1.28463e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -12846296.000000 Penalty: 5734.370117
	Iteration 63Q: 3 clusters Score -1.28463e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -12846360.000000 Penalty: 5734.370117
	Iteration 64Q: 3 clusters Score -1.284636e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -12846372.000000 Penalty: 5734.370117
	Iteration 65Q: 3 clusters Score -1.284637e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -12846366.000000 Penalty: 5734.370117
	Iteration 66Q: 3 clusters Score -1.284637e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -12846368.000000 Penalty: 5734.370117
	Iteration 67Q: 3 clusters Score -1.284637e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -12846371.000000 Penalty: 5734.370117
	Iteration 68Q: 3 clusters Score -1.284637e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84828 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -12846376.000000 Penalty: 5734.370117
	Iteration 69Q: 3 clusters Score -1.284638e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -12846351.000000 Penalty: 5734.370117
	Iteration 70Q: 3 clusters Score -1.284635e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -12846379.000000 Penalty: 5734.370117
	Iteration 71Q: 3 clusters Score -1.284638e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -12846381.000000 Penalty: 5734.370117
	Iteration 72Q: 3 clusters Score -1.284638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -12846391.000000 Penalty: 5734.370117
	Iteration 73Q: 3 clusters Score -1.284639e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -12846396.000000 Penalty: 5734.370117
	Iteration 74Q: 3 clusters Score -1.28464e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -12846409.000000 Penalty: 5734.370117
	Iteration 75Q: 3 clusters Score -1.284641e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -12846451.000000 Penalty: 5734.370117
	Iteration 76Q: 3 clusters Score -1.284645e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -12846464.000000 Penalty: 5734.370117
	Iteration 77Q: 3 clusters Score -1.284646e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85875 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -12846463.000000 Penalty: 5734.370117
	Iteration 78Q: 3 clusters Score -1.284646e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -12846483.000000 Penalty: 5734.370117
	Iteration 79Q: 3 clusters Score -1.284648e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -12846501.000000 Penalty: 5734.370117
	Iteration 80F: 3 clusters Score -1.28465e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -12846507.000000 Penalty: 5734.370117
	Iteration 81Q: 3 clusters Score -1.284651e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -12846511.000000 Penalty: 5734.370117
	Iteration 82Q: 3 clusters Score -1.284651e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -12846493.000000 Penalty: 5734.370117
	Iteration 83Q: 3 clusters Score -1.284649e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -12846512.000000 Penalty: 5734.370117
	Iteration 84Q: 3 clusters Score -1.284651e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -12846523.000000 Penalty: 5734.370117
	Iteration 85Q: 3 clusters Score -1.284652e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -12846521.000000 Penalty: 5734.370117
	Iteration 86Q: 3 clusters Score -1.284652e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -12846522.000000 Penalty: 5734.370117
	Iteration 87Q: 3 clusters Score -1.284652e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -12846532.000000 Penalty: 5734.370117
	Iteration 88Q: 3 clusters Score -1.284653e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -12846517.000000 Penalty: 5734.370117
	Iteration 89Q: 3 clusters Score -1.284652e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86951 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -12846520.000000 Penalty: 5734.370117
	Iteration 90Q: 3 clusters Score -1.284652e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -12846535.000000 Penalty: 5734.370117
	Iteration 91Q: 3 clusters Score -1.284654e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -12846522.000000 Penalty: 5734.370117
	Iteration 92Q: 3 clusters Score -1.284652e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -12846537.000000 Penalty: 5734.370117
	Iteration 93Q: 3 clusters Score -1.284654e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -12846538.000000 Penalty: 5734.370117
	Iteration 94Q: 3 clusters Score -1.284654e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -12846513.000000 Penalty: 5734.370117
	Iteration 95Q: 3 clusters Score -1.284651e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -12846551.000000 Penalty: 5734.370117
	Iteration 96Q: 3 clusters Score -1.284655e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -12846549.000000 Penalty: 5734.370117
	Iteration 97Q: 3 clusters Score -1.284655e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -12846552.000000 Penalty: 5734.370117
	Iteration 98Q: 3 clusters Score -1.284655e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -12846544.000000 Penalty: 5734.370117
	Iteration 99Q: 3 clusters Score -1.284654e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -12846539.000000 Penalty: 5734.370117
	Iteration 100F: 3 clusters Score -1.284654e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -12846557.000000 Penalty: 5734.370117
	Iteration 101Q: 3 clusters Score -1.284656e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -12846547.000000 Penalty: 5734.370117
	Iteration 102Q: 3 clusters Score -1.284655e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87942 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -12846562.000000 Penalty: 5734.370117
	Iteration 103Q: 3 clusters Score -1.284656e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -12846580.000000 Penalty: 5734.370117
	Iteration 104Q: 3 clusters Score -1.284658e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -12846558.000000 Penalty: 5734.370117
	Iteration 105Q: 3 clusters Score -1.284656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -12846562.000000 Penalty: 5734.370117
	Iteration 106Q: 3 clusters Score -1.284656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -12846566.000000 Penalty: 5734.370117
	Iteration 107Q: 3 clusters Score -1.284657e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88131 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -12846578.000000 Penalty: 5734.370117
	Iteration 108Q: 3 clusters Score -1.284658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -12846562.000000 Penalty: 5734.370117
	Iteration 109Q: 3 clusters Score -1.284656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -12846563.000000 Penalty: 5734.370117
	Iteration 110Q: 3 clusters Score -1.284656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -12846588.000000 Penalty: 5734.370117
	Iteration 111Q: 3 clusters Score -1.284659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 112Q: 3 clusters Score -1.284659e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -12846582.000000 Penalty: 5734.370117
	Iteration 113Q: 3 clusters Score -1.284658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -12846563.000000 Penalty: 5734.370117
	Iteration 114Q: 3 clusters Score -1.284656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -12846557.000000 Penalty: 5734.370117
	Iteration 115Q: 3 clusters Score -1.284656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -12846578.000000 Penalty: 5734.370117
	Iteration 116Q: 3 clusters Score -1.284658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -12846569.000000 Penalty: 5734.370117
	Iteration 117Q: 3 clusters Score -1.284657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -12846582.000000 Penalty: 5734.370117
	Iteration 118Q: 3 clusters Score -1.284658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -12846588.000000 Penalty: 5734.370117
	Iteration 119Q: 3 clusters Score -1.284659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -12846577.000000 Penalty: 5734.370117
	Iteration 120F: 3 clusters Score -1.284658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -12846578.000000 Penalty: 5734.370117
	Iteration 121Q: 3 clusters Score -1.284658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -12846575.000000 Penalty: 5734.370117
	Iteration 122Q: 3 clusters Score -1.284658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -12846575.000000 Penalty: 5734.370117
	Iteration 123Q: 3 clusters Score -1.284658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -12846576.000000 Penalty: 5734.370117
	Iteration 124Q: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -12846572.000000 Penalty: 5734.370117
	Iteration 125Q: 3 clusters Score -1.284657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88390 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 126Q: 3 clusters Score -1.284659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -12846583.000000 Penalty: 5734.370117
	Iteration 127Q: 3 clusters Score -1.284658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -12846590.000000 Penalty: 5734.370117
	Iteration 128Q: 3 clusters Score -1.284659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -12846580.000000 Penalty: 5734.370117
	Iteration 129Q: 3 clusters Score -1.284658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -12846593.000000 Penalty: 5734.370117
	Iteration 130Q: 3 clusters Score -1.284659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -12846585.000000 Penalty: 5734.370117
	Iteration 131Q: 3 clusters Score -1.284658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -12846586.000000 Penalty: 5734.370117
	Iteration 132Q: 3 clusters Score -1.284659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -12846597.000000 Penalty: 5734.370117
	Iteration 133Q: 3 clusters Score -1.28466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 134Q: 3 clusters Score -1.284659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -12846572.000000 Penalty: 5734.370117
	Iteration 135Q: 3 clusters Score -1.284657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -12846580.000000 Penalty: 5734.370117
	Iteration 136Q: 3 clusters Score -1.284658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88468 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 137Q: 3 clusters Score -1.284659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -12846585.000000 Penalty: 5734.370117
	Iteration 138Q: 3 clusters Score -1.284658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -12846592.000000 Penalty: 5734.370117
	Iteration 139Q: 3 clusters Score -1.284659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -12846588.000000 Penalty: 5734.370117
	Iteration 140F: 3 clusters Score -1.284659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88503 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -12846588.000000 Penalty: 5734.370117
	Iteration 141Q: 3 clusters Score -1.284659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -12846600.000000 Penalty: 5734.370117
	Iteration 142Q: 3 clusters Score -1.28466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -12846592.000000 Penalty: 5734.370117
	Iteration 143Q: 3 clusters Score -1.284659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88528 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -12846582.000000 Penalty: 5734.370117
	Iteration 144Q: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88531 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -12846585.000000 Penalty: 5734.370117
	Iteration 145Q: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -12846584.000000 Penalty: 5734.370117
	Iteration 146Q: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88537 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -12846589.000000 Penalty: 5734.370117
	Iteration 147Q: 3 clusters Score -1.284659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -12846590.000000 Penalty: 5734.370117
	Iteration 148Q: 3 clusters Score -1.284659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -12846581.000000 Penalty: 5734.370117
	Iteration 149Q: 3 clusters Score -1.284658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -12846585.000000 Penalty: 5734.370117
	Iteration 150Q: 3 clusters Score -1.284658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 151Q: 3 clusters Score -1.284659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -12846583.000000 Penalty: 5734.370117
	Iteration 152Q: 3 clusters Score -1.284658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88550 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -12846589.000000 Penalty: 5734.370117
	Iteration 153Q: 3 clusters Score -1.284659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -12846581.000000 Penalty: 5734.370117
	Iteration 154Q: 3 clusters Score -1.284658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -12846590.000000 Penalty: 5734.370117
	Iteration 155Q: 3 clusters Score -1.284659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -12846579.000000 Penalty: 5734.370117
	Iteration 156Q: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -12846593.000000 Penalty: 5734.370117
	Iteration 157Q: 3 clusters Score -1.284659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -12846585.000000 Penalty: 5734.370117
	Iteration 158Q: 3 clusters Score -1.284658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -12846586.000000 Penalty: 5734.370117
	Iteration 159Q: 3 clusters Score -1.284659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -12846584.000000 Penalty: 5734.370117
	Iteration 160F: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -12846584.000000 Penalty: 5734.370117
	Iteration 161Q: 3 clusters Score -1.284658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -12846569.000000 Penalty: 5734.370117
	Iteration 162Q: 3 clusters Score -1.284657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -12846575.000000 Penalty: 5734.370117
	Iteration 163Q: 3 clusters Score -1.284658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 164Q: 3 clusters Score -1.284659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -12846582.000000 Penalty: 5734.370117
	Iteration 165Q: 3 clusters Score -1.284658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -12846587.000000 Penalty: 5734.370117
	Iteration 166Q: 3 clusters Score -1.284659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88583 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -12846584.000000 Penalty: 5734.370117
	Iteration 167Q: 3 clusters Score -1.284658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -12846586.000000 Penalty: 5734.370117
	Iteration 168Q: 3 clusters Score -1.284659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -12846581.000000 Penalty: 5734.370117
	Iteration 169Q: 3 clusters Score -1.284658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88598 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -12846598.000000 Penalty: 5734.370117
	Iteration 170Q: 3 clusters Score -1.28466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -12846590.000000 Penalty: 5734.370117
	Iteration 171Q: 3 clusters Score -1.284659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -12846586.000000 Penalty: 5734.370117
	Iteration 172Q: 3 clusters Score -1.284659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -12846586.000000 Penalty: 5734.370117
	Iteration 173F: 3 clusters Score -1.284659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 65819 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 182922 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 168281 members 
Mstep: Class 7 contains 49469 members 
Mstep: Class 8 contains 115761 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173930 members 
Mstep: Class 13 contains 65365 members 
Mstep: Class 14 contains 164406 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173891 members 
Mstep: Class 18 contains 13113 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 74767 members 
Mstep: Class 21 contains 29126 members 
Mstep: Class 22 contains 13834 members 
Mstep: Class 23 contains 163452 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 104949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686608.000000 Penalty: 88616.031250
Iteration 159Q: 26 clusters Score -1.946866e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 65996 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 183076 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 168387 members 
Mstep: Class 7 contains 49611 members 
Mstep: Class 8 contains 116128 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 173961 members 
Mstep: Class 13 contains 65321 members 
Mstep: Class 14 contains 164574 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173854 members 
Mstep: Class 18 contains 13143 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 74999 members 
Mstep: Class 21 contains 29120 members 
Mstep: Class 22 contains 14025 members 
Mstep: Class 23 contains 163568 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 103456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687552.000000 Penalty: 88616.031250
Iteration 160F: 26 clusters Score -1.946876e+08 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 66141 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 183202 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 168497 members 
Mstep: Class 7 contains 49753 members 
Mstep: Class 8 contains 116435 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 175331 members 
Mstep: Class 13 contains 65252 members 
Mstep: Class 14 contains 164703 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173760 members 
Mstep: Class 18 contains 13164 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 75217 members 
Mstep: Class 21 contains 29119 members 
Mstep: Class 22 contains 14236 members 
Mstep: Class 23 contains 163697 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 100855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687136.000000 Penalty: 88616.031250
Iteration 161Q: 26 clusters Score -1.946871e+08 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 66298 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 183329 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 168618 members 
Mstep: Class 7 contains 49908 members 
Mstep: Class 8 contains 116735 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 176825 members 
Mstep: Class 13 contains 65301 members 
Mstep: Class 14 contains 164837 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173695 members 
Mstep: Class 18 contains 13199 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 75441 members 
Mstep: Class 21 contains 29097 members 
Mstep: Class 22 contains 14409 members 
Mstep: Class 23 contains 163631 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 98215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687136.000000 Penalty: 88616.031250
Iteration 162Q: 26 clusters Score -1.946871e+08 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 66469 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 183471 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 168744 members 
Mstep: Class 7 contains 50053 members 
Mstep: Class 8 contains 117115 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 178004 members 
Mstep: Class 13 contains 65353 members 
Mstep: Class 14 contains 165002 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173710 members 
Mstep: Class 18 contains 13221 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 75730 members 
Mstep: Class 21 contains 29085 members 
Mstep: Class 22 contains 14589 members 
Mstep: Class 23 contains 163466 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 95685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686752.000000 Penalty: 88616.031250
Iteration 163Q: 26 clusters Score -1.946868e+08 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 66652 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 183669 members 
Mstep: Class 5 contains 1393 members 
Mstep: Class 6 contains 168862 members 
Mstep: Class 7 contains 50209 members 
Mstep: Class 8 contains 117518 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 179097 members 
Mstep: Class 13 contains 65408 members 
Mstep: Class 14 contains 165148 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173696 members 
Mstep: Class 18 contains 13257 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 76018 members 
Mstep: Class 21 contains 29078 members 
Mstep: Class 22 contains 14745 members 
Mstep: Class 23 contains 163220 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 93317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685456.000000 Penalty: 88616.031250
Iteration 164Q: 26 clusters Score -1.946855e+08 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 66815 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 183891 members 
Mstep: Class 5 contains 1392 members 
Mstep: Class 6 contains 168971 members 
Mstep: Class 7 contains 50358 members 
Mstep: Class 8 contains 117935 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 180139 members 
Mstep: Class 13 contains 65432 members 
Mstep: Class 14 contains 165311 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173685 members 
Mstep: Class 18 contains 13285 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 76309 members 
Mstep: Class 21 contains 29065 members 
Mstep: Class 22 contains 14903 members 
Mstep: Class 23 contains 162997 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 91057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685136.000000 Penalty: 88616.031250
Iteration 165Q: 26 clusters Score -1.946851e+08 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 66945 members 
Mstep: Class 3 contains 3719 members 
Mstep: Class 4 contains 184084 members 
Mstep: Class 5 contains 1391 members 
Mstep: Class 6 contains 169069 members 
Mstep: Class 7 contains 50503 members 
Mstep: Class 8 contains 118380 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 181115 members 
Mstep: Class 13 contains 65445 members 
Mstep: Class 14 contains 165444 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173703 members 
Mstep: Class 18 contains 13315 members 
Mstep: Class 19 contains 4952 members 
Mstep: Class 20 contains 76596 members 
Mstep: Class 21 contains 29039 members 
Mstep: Class 22 contains 15052 members 
Mstep: Class 23 contains 162816 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 88939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685120.000000 Penalty: 88616.031250
Iteration 166Q: 26 clusters Score -1.946851e+08 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 67100 members 
Mstep: Class 3 contains 3723 members 
Mstep: Class 4 contains 184261 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 169155 members 
Mstep: Class 7 contains 50675 members 
Mstep: Class 8 contains 118853 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 182027 members 
Mstep: Class 13 contains 65466 members 
Mstep: Class 14 contains 165583 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173729 members 
Mstep: Class 18 contains 13343 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 76883 members 
Mstep: Class 21 contains 29019 members 
Mstep: Class 22 contains 15184 members 
Mstep: Class 23 contains 162672 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 86846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684784.000000 Penalty: 88616.031250
Iteration 167Q: 26 clusters Score -1.946848e+08 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 67240 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 184440 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 169215 members 
Mstep: Class 7 contains 50830 members 
Mstep: Class 8 contains 119358 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 182875 members 
Mstep: Class 13 contains 65496 members 
Mstep: Class 14 contains 165641 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173745 members 
Mstep: Class 18 contains 13381 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 77155 members 
Mstep: Class 21 contains 29008 members 
Mstep: Class 22 contains 15304 members 
Mstep: Class 23 contains 162599 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 84825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683904.000000 Penalty: 88616.031250
Iteration 168Q: 26 clusters Score -1.946839e+08 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 67390 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 184536 members 
Mstep: Class 5 contains 1391 members 
Mstep: Class 6 contains 169271 members 
Mstep: Class 7 contains 50996 members 
Mstep: Class 8 contains 119861 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 183585 members 
Mstep: Class 13 contains 65488 members 
Mstep: Class 14 contains 165681 members 
Mstep: Class 15 contains 2581 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173708 members 
Mstep: Class 18 contains 13417 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 77436 members 
Mstep: Class 21 contains 29003 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 162553 members 
Mstep: Class 24 contains 1104 members 
Mstep: Class 25 contains 83049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684416.000000 Penalty: 88616.031250
Iteration 169Q: 26 clusters Score -1.946844e+08 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 67559 members 
Mstep: Class 3 contains 3728 members 
Mstep: Class 4 contains 184606 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 169262 members 
Mstep: Class 7 contains 51144 members 
Mstep: Class 8 contains 120389 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 184229 members 
Mstep: Class 13 contains 65481 members 
Mstep: Class 14 contains 165716 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173670 members 
Mstep: Class 18 contains 13451 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 77699 members 
Mstep: Class 21 contains 28996 members 
Mstep: Class 22 contains 15520 members 
Mstep: Class 23 contains 162631 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 81339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684752.000000 Penalty: 88616.031250
Iteration 170Q: 26 clusters Score -1.946848e+08 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 67739 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 184712 members 
Mstep: Class 5 contains 1385 members 
Mstep: Class 6 contains 169252 members 
Mstep: Class 7 contains 51290 members 
Mstep: Class 8 contains 120891 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 184809 members 
Mstep: Class 13 contains 65416 members 
Mstep: Class 14 contains 165751 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173624 members 
Mstep: Class 18 contains 13464 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 77947 members 
Mstep: Class 21 contains 29011 members 
Mstep: Class 22 contains 15603 members 
Mstep: Class 23 contains 162687 members 
Mstep: Class 24 contains 1105 members 
Mstep: Class 25 contains 79749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684160.000000 Penalty: 88616.031250
Iteration 171Q: 26 clusters Score -1.946842e+08 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 67909 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 184758 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 169261 members 
Mstep: Class 7 contains 51418 members 
Mstep: Class 8 contains 121399 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 185382 members 
Mstep: Class 13 contains 65355 members 
Mstep: Class 14 contains 165785 members 
Mstep: Class 15 contains 2582 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173594 members 
Mstep: Class 18 contains 13477 members 
Mstep: Class 19 contains 4930 members 
Mstep: Class 20 contains 78190 members 
Mstep: Class 21 contains 29010 members 
Mstep: Class 22 contains 15693 members 
Mstep: Class 23 contains 162696 members 
Mstep: Class 24 contains 1106 members 
Mstep: Class 25 contains 78198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684224.000000 Penalty: 88616.031250
Iteration 172Q: 26 clusters Score -1.946842e+08 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 68061 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 184806 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 169299 members 
Mstep: Class 7 contains 51515 members 
Mstep: Class 8 contains 121838 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 185955 members 
Mstep: Class 13 contains 65294 members 
Mstep: Class 14 contains 165807 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173529 members 
Mstep: Class 18 contains 13496 members 
Mstep: Class 19 contains 4925 members 
Mstep: Class 20 contains 78429 members 
Mstep: Class 21 contains 29034 members 
Mstep: Class 22 contains 15791 members 
Mstep: Class 23 contains 162719 members 
Mstep: Class 24 contains 1106 members 
Mstep: Class 25 contains 76723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684096.000000 Penalty: 88616.031250
Iteration 173Q: 26 clusters Score -1.946841e+08 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 68206 members 
Mstep: Class 3 contains 3734 members 
Mstep: Class 4 contains 184829 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 169311 members 
Mstep: Class 7 contains 51621 members 
Mstep: Class 8 contains 122277 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 186538 members 
Mstep: Class 13 contains 65209 members 
Mstep: Class 14 contains 165798 members 
Mstep: Class 15 contains 2584 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173549 members 
Mstep: Class 18 contains 13513 members 
Mstep: Class 19 contains 4921 members 
Mstep: Class 20 contains 78694 members 
Mstep: Class 21 contains 29018 members 
Mstep: Class 22 contains 15907 members 
Mstep: Class 23 contains 162682 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 75266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684512.000000 Penalty: 88616.031250
Iteration 174Q: 26 clusters Score -1.946845e+08 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 68315 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 184832 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169323 members 
Mstep: Class 7 contains 51699 members 
Mstep: Class 8 contains 122698 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 187034 members 
Mstep: Class 13 contains 65113 members 
Mstep: Class 14 contains 165823 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173559 members 
Mstep: Class 18 contains 13527 members 
Mstep: Class 19 contains 4918 members 
Mstep: Class 20 contains 78939 members 
Mstep: Class 21 contains 29012 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 162705 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 73903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684416.000000 Penalty: 88616.031250
Iteration 175Q: 26 clusters Score -1.946844e+08 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 68430 members 
Mstep: Class 3 contains 3739 members 
Mstep: Class 4 contains 184798 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 169306 members 
Mstep: Class 7 contains 51777 members 
Mstep: Class 8 contains 123115 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 187554 members 
Mstep: Class 13 contains 65014 members 
Mstep: Class 14 contains 165867 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173550 members 
Mstep: Class 18 contains 13535 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 20 contains 79176 members 
Mstep: Class 21 contains 29019 members 
Mstep: Class 22 contains 16154 members 
Mstep: Class 23 contains 162747 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 72555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684032.000000 Penalty: 88616.031250
Iteration 176Q: 26 clusters Score -1.94684e+08 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 68555 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 184756 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 169285 members 
Mstep: Class 7 contains 51849 members 
Mstep: Class 8 contains 123547 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 188108 members 
Mstep: Class 13 contains 64946 members 
Mstep: Class 14 contains 165875 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173600 members 
Mstep: Class 18 contains 13549 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 79411 members 
Mstep: Class 21 contains 29006 members 
Mstep: Class 22 contains 16238 members 
Mstep: Class 23 contains 162755 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 71183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683824.000000 Penalty: 88616.031250
Iteration 177Q: 26 clusters Score -1.946838e+08 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 68640 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 184778 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169283 members 
Mstep: Class 7 contains 51921 members 
Mstep: Class 8 contains 123955 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 188716 members 
Mstep: Class 13 contains 64888 members 
Mstep: Class 14 contains 165869 members 
Mstep: Class 15 contains 2591 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173606 members 
Mstep: Class 18 contains 13560 members 
Mstep: Class 19 contains 4912 members 
Mstep: Class 20 contains 79651 members 
Mstep: Class 21 contains 28990 members 
Mstep: Class 22 contains 16288 members 
Mstep: Class 23 contains 162772 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 69790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683600.000000 Penalty: 88616.031250
Iteration 178Q: 26 clusters Score -1.946836e+08 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 68738 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 184841 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169290 members 
Mstep: Class 7 contains 51986 members 
Mstep: Class 8 contains 124385 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 189194 members 
Mstep: Class 13 contains 64833 members 
Mstep: Class 14 contains 165827 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173601 members 
Mstep: Class 18 contains 13575 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 79897 members 
Mstep: Class 21 contains 28987 members 
Mstep: Class 22 contains 16343 members 
Mstep: Class 23 contains 162804 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 68424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683136.000000 Penalty: 88616.031250
Iteration 179Q: 26 clusters Score -1.946831e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 68857 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 184904 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169298 members 
Mstep: Class 7 contains 52046 members 
Mstep: Class 8 contains 124795 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 189609 members 
Mstep: Class 13 contains 64758 members 
Mstep: Class 14 contains 165795 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173588 members 
Mstep: Class 18 contains 13587 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 20 contains 80170 members 
Mstep: Class 21 contains 28970 members 
Mstep: Class 22 contains 16393 members 
Mstep: Class 23 contains 162831 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 67122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683568.000000 Penalty: 88616.031250
Iteration 180F: 26 clusters Score -1.946836e+08 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 68958 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 184960 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169308 members 
Mstep: Class 7 contains 52119 members 
Mstep: Class 8 contains 125137 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 189999 members 
Mstep: Class 13 contains 64705 members 
Mstep: Class 14 contains 165790 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173578 members 
Mstep: Class 18 contains 13600 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 80433 members 
Mstep: Class 21 contains 28955 members 
Mstep: Class 22 contains 16460 members 
Mstep: Class 23 contains 162849 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 65835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682864.000000 Penalty: 88616.031250
Iteration 181Q: 26 clusters Score -1.946829e+08 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 69056 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 185058 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169344 members 
Mstep: Class 7 contains 52189 members 
Mstep: Class 8 contains 125488 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 190386 members 
Mstep: Class 13 contains 64649 members 
Mstep: Class 14 contains 165774 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173543 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 4902 members 
Mstep: Class 20 contains 80689 members 
Mstep: Class 21 contains 28938 members 
Mstep: Class 22 contains 16503 members 
Mstep: Class 23 contains 162882 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 64550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682256.000000 Penalty: 88616.031250
Iteration 182Q: 26 clusters Score -1.946823e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 69178 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 185157 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169369 members 
Mstep: Class 7 contains 52261 members 
Mstep: Class 8 contains 125823 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 190660 members 
Mstep: Class 13 contains 64605 members 
Mstep: Class 14 contains 165758 members 
Mstep: Class 15 contains 2594 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173511 members 
Mstep: Class 18 contains 13616 members 
Mstep: Class 19 contains 4900 members 
Mstep: Class 20 contains 80941 members 
Mstep: Class 21 contains 28929 members 
Mstep: Class 22 contains 16534 members 
Mstep: Class 23 contains 162967 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 63333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682176.000000 Penalty: 88616.031250
Iteration 183Q: 26 clusters Score -1.946822e+08 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 69310 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 4 contains 185269 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 169396 members 
Mstep: Class 7 contains 52345 members 
Mstep: Class 8 contains 126146 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 190913 members 
Mstep: Class 13 contains 64522 members 
Mstep: Class 14 contains 165772 members 
Mstep: Class 15 contains 2594 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173454 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 20 contains 81168 members 
Mstep: Class 21 contains 28926 members 
Mstep: Class 22 contains 16595 members 
Mstep: Class 23 contains 163016 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 62137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681872.000000 Penalty: 88616.031250
Iteration 184Q: 26 clusters Score -1.946819e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 69425 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 185341 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 169442 members 
Mstep: Class 7 contains 52430 members 
Mstep: Class 8 contains 126482 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 12 contains 191147 members 
Mstep: Class 13 contains 64484 members 
Mstep: Class 14 contains 165801 members 
Mstep: Class 15 contains 2596 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173381 members 
Mstep: Class 18 contains 13662 members 
Mstep: Class 19 contains 4898 members 
Mstep: Class 20 contains 81364 members 
Mstep: Class 21 contains 28919 members 
Mstep: Class 22 contains 16633 members 
Mstep: Class 23 contains 163046 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 61010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681856.000000 Penalty: 88616.031250
Iteration 185Q: 26 clusters Score -1.946819e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 69558 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 185389 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 169483 members 
Mstep: Class 7 contains 52527 members 
Mstep: Class 8 contains 126828 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 191349 members 
Mstep: Class 13 contains 64460 members 
Mstep: Class 14 contains 165809 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173301 members 
Mstep: Class 18 contains 13697 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 81547 members 
Mstep: Class 21 contains 28931 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 163096 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 59880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682112.000000 Penalty: 88616.031250
Iteration 186Q: 26 clusters Score -1.946821e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 69682 members 
Mstep: Class 3 contains 3752 members 
Mstep: Class 4 contains 185416 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 169549 members 
Mstep: Class 7 contains 52612 members 
Mstep: Class 8 contains 127149 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 191506 members 
Mstep: Class 13 contains 64446 members 
Mstep: Class 14 contains 165836 members 
Mstep: Class 15 contains 2602 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173209 members 
Mstep: Class 18 contains 13717 members 
Mstep: Class 19 contains 4894 members 
Mstep: Class 20 contains 81744 members 
Mstep: Class 21 contains 28938 members 
Mstep: Class 22 contains 16672 members 
Mstep: Class 23 contains 163148 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 58827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681792.000000 Penalty: 88616.031250
Iteration 187Q: 26 clusters Score -1.946818e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 69779 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 185456 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 169612 members 
Mstep: Class 7 contains 52698 members 
Mstep: Class 8 contains 127437 members 
Mstep: Class 9 contains 6851 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 191656 members 
Mstep: Class 13 contains 64407 members 
Mstep: Class 14 contains 165869 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173107 members 
Mstep: Class 18 contains 13749 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 81928 members 
Mstep: Class 21 contains 28950 members 
Mstep: Class 22 contains 16708 members 
Mstep: Class 23 contains 163194 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 57814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681744.000000 Penalty: 88616.031250
Iteration 188Q: 26 clusters Score -1.946817e+08 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 69877 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 185481 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 169662 members 
Mstep: Class 7 contains 52790 members 
Mstep: Class 8 contains 127724 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 191841 members 
Mstep: Class 13 contains 64384 members 
Mstep: Class 14 contains 165924 members 
Mstep: Class 15 contains 2606 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 173018 members 
Mstep: Class 18 contains 13766 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 82101 members 
Mstep: Class 21 contains 28970 members 
Mstep: Class 22 contains 16707 members 
Mstep: Class 23 contains 163177 members 
Mstep: Class 24 contains 1107 members 
Mstep: Class 25 contains 56845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682000.000000 Penalty: 88616.031250
Iteration 189Q: 26 clusters Score -1.94682e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 69996 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 185538 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 169721 members 
Mstep: Class 7 contains 52885 members 
Mstep: Class 8 contains 127964 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192028 members 
Mstep: Class 13 contains 64330 members 
Mstep: Class 14 contains 165956 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172959 members 
Mstep: Class 18 contains 13782 members 
Mstep: Class 19 contains 4891 members 
Mstep: Class 20 contains 82302 members 
Mstep: Class 21 contains 28967 members 
Mstep: Class 22 contains 16716 members 
Mstep: Class 23 contains 163113 members 
Mstep: Class 24 contains 1106 members 
Mstep: Class 25 contains 55912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681760.000000 Penalty: 88616.031250
Iteration 190Q: 26 clusters Score -1.946818e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 70091 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 185593 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 169797 members 
Mstep: Class 7 contains 52957 members 
Mstep: Class 8 contains 128196 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192238 members 
Mstep: Class 13 contains 64257 members 
Mstep: Class 14 contains 165986 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172899 members 
Mstep: Class 18 contains 13802 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 82482 members 
Mstep: Class 21 contains 28963 members 
Mstep: Class 22 contains 16727 members 
Mstep: Class 23 contains 163060 members 
Mstep: Class 24 contains 1108 members 
Mstep: Class 25 contains 55018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681408.000000 Penalty: 88616.031250
Iteration 191Q: 26 clusters Score -1.946814e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 70194 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 185665 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 169858 members 
Mstep: Class 7 contains 53007 members 
Mstep: Class 8 contains 128428 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192401 members 
Mstep: Class 13 contains 64218 members 
Mstep: Class 14 contains 166029 members 
Mstep: Class 15 contains 2622 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172860 members 
Mstep: Class 18 contains 13812 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 82641 members 
Mstep: Class 21 contains 28960 members 
Mstep: Class 22 contains 16731 members 
Mstep: Class 23 contains 163032 members 
Mstep: Class 24 contains 1110 members 
Mstep: Class 25 contains 54119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680672.000000 Penalty: 88616.031250
Iteration 192Q: 26 clusters Score -1.946807e+08 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 70285 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 185713 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 169920 members 
Mstep: Class 7 contains 53046 members 
Mstep: Class 8 contains 128653 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192533 members 
Mstep: Class 13 contains 64157 members 
Mstep: Class 14 contains 166053 members 
Mstep: Class 15 contains 2624 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172856 members 
Mstep: Class 18 contains 13837 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 82826 members 
Mstep: Class 21 contains 28959 members 
Mstep: Class 22 contains 16757 members 
Mstep: Class 23 contains 163012 members 
Mstep: Class 24 contains 1112 members 
Mstep: Class 25 contains 53250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680240.000000 Penalty: 88616.031250
Iteration 193Q: 26 clusters Score -1.946802e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 70363 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 185746 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 169980 members 
Mstep: Class 7 contains 53105 members 
Mstep: Class 8 contains 128879 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192698 members 
Mstep: Class 13 contains 64113 members 
Mstep: Class 14 contains 166093 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172831 members 
Mstep: Class 18 contains 13854 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 82978 members 
Mstep: Class 21 contains 28966 members 
Mstep: Class 22 contains 16794 members 
Mstep: Class 23 contains 162969 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 52384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680608.000000 Penalty: 88616.031250
Iteration 194Q: 26 clusters Score -1.946806e+08 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 70445 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 185760 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 170044 members 
Mstep: Class 7 contains 53161 members 
Mstep: Class 8 contains 129108 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192790 members 
Mstep: Class 13 contains 64083 members 
Mstep: Class 14 contains 166130 members 
Mstep: Class 15 contains 2628 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172795 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 83133 members 
Mstep: Class 21 contains 28976 members 
Mstep: Class 22 contains 16836 members 
Mstep: Class 23 contains 162960 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 51556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680496.000000 Penalty: 88616.031250
Iteration 195Q: 26 clusters Score -1.946805e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 70538 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 185776 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 170135 members 
Mstep: Class 7 contains 53222 members 
Mstep: Class 8 contains 129326 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192839 members 
Mstep: Class 13 contains 64054 members 
Mstep: Class 14 contains 166183 members 
Mstep: Class 15 contains 2628 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172723 members 
Mstep: Class 18 contains 13887 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 83286 members 
Mstep: Class 21 contains 28981 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 162967 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 50758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680640.000000 Penalty: 88616.031250
Iteration 196Q: 26 clusters Score -1.946806e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 70616 members 
Mstep: Class 3 contains 3758 members 
Mstep: Class 4 contains 185791 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 170209 members 
Mstep: Class 7 contains 53294 members 
Mstep: Class 8 contains 129555 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192920 members 
Mstep: Class 13 contains 64052 members 
Mstep: Class 14 contains 166235 members 
Mstep: Class 15 contains 2630 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172642 members 
Mstep: Class 18 contains 13905 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 83423 members 
Mstep: Class 21 contains 28982 members 
Mstep: Class 22 contains 16918 members 
Mstep: Class 23 contains 162981 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 49942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680496.000000 Penalty: 88616.031250
Iteration 197Q: 26 clusters Score -1.946805e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 70700 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 185789 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 170287 members 
Mstep: Class 7 contains 53353 members 
Mstep: Class 8 contains 129783 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192955 members 
Mstep: Class 13 contains 64045 members 
Mstep: Class 14 contains 166281 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172575 members 
Mstep: Class 18 contains 13918 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 83595 members 
Mstep: Class 21 contains 28979 members 
Mstep: Class 22 contains 16949 members 
Mstep: Class 23 contains 162987 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 49166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680176.000000 Penalty: 88616.031250
Iteration 198Q: 26 clusters Score -1.946802e+08 nChanged 3090
Entering ConstructFrom: 
Score: -194680176.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (27042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Entering Unmasked Estep 
Score: -3326423.000000 Penalty: 2530.876465
	Iteration 0F: 2 clusters Score -3326423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3307771.750000 Penalty: 5061.752930
	Iteration 0F: 3 clusters Score -3307772 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3314227.500000 Penalty: 5061.752930
	Iteration 1F: 3 clusters Score -3314228 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3314683.500000 Penalty: 5061.752930
	Iteration 2F: 3 clusters Score -3314684 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3315178.250000 Penalty: 5061.752930
	Iteration 3Q: 3 clusters Score -3315178 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3315698.500000 Penalty: 5061.752930
	Iteration 4Q: 3 clusters Score -3315698 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3316320.250000 Penalty: 5061.752930
	Iteration 5Q: 3 clusters Score -3316320 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3317058.250000 Penalty: 5061.752930
	Iteration 6Q: 3 clusters Score -3317058 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3317978.000000 Penalty: 5061.752930
	Iteration 7F: 3 clusters Score -3317978 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3318981.750000 Penalty: 5061.752930
	Iteration 8F: 3 clusters Score -3318982 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3320131.500000 Penalty: 5061.752930
	Iteration 9F: 3 clusters Score -3320132 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3321175.250000 Penalty: 5061.752930
	Iteration 10F: 3 clusters Score -3321175 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3321894.250000 Penalty: 5061.752930
	Iteration 11Q: 3 clusters Score -3321894 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3322257.000000 Penalty: 5061.752930
	Iteration 12Q: 3 clusters Score -3322257 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3322468.750000 Penalty: 5061.752930
	Iteration 13Q: 3 clusters Score -3322469 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3322624.500000 Penalty: 5061.752930
	Iteration 14Q: 3 clusters Score -3322624 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3322752.500000 Penalty: 5061.752930
	Iteration 15Q: 3 clusters Score -3322752 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3322874.000000 Penalty: 5061.752930
	Iteration 16Q: 3 clusters Score -3322874 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3322982.500000 Penalty: 5061.752930
	Iteration 17Q: 3 clusters Score -3322982 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3323097.000000 Penalty: 5061.752930
	Iteration 18Q: 3 clusters Score -3323097 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3323196.000000 Penalty: 5061.752930
	Iteration 19Q: 3 clusters Score -3323196 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3323281.250000 Penalty: 5061.752930
	Iteration 20F: 3 clusters Score -3323281 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3323376.750000 Penalty: 5061.752930
	Iteration 21Q: 3 clusters Score -3323377 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3323458.750000 Penalty: 5061.752930
	Iteration 22Q: 3 clusters Score -3323459 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3323549.000000 Penalty: 5061.752930
	Iteration 23Q: 3 clusters Score -3323549 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3323631.500000 Penalty: 5061.752930
	Iteration 24Q: 3 clusters Score -3323632 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3323690.500000 Penalty: 5061.752930
	Iteration 25Q: 3 clusters Score -3323690 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3323743.750000 Penalty: 5061.752930
	Iteration 26Q: 3 clusters Score -3323744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3323779.000000 Penalty: 5061.752930
	Iteration 27Q: 3 clusters Score -3323779 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3323834.500000 Penalty: 5061.752930
	Iteration 28Q: 3 clusters Score -3323834 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3323875.250000 Penalty: 5061.752930
	Iteration 29Q: 3 clusters Score -3323875 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3323907.000000 Penalty: 5061.752930
	Iteration 30Q: 3 clusters Score -3323907 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3323944.250000 Penalty: 5061.752930
	Iteration 31Q: 3 clusters Score -3323944 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3323990.250000 Penalty: 5061.752930
	Iteration 32Q: 3 clusters Score -3323990 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3324013.500000 Penalty: 5061.752930
	Iteration 33Q: 3 clusters Score -3324014 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3324052.500000 Penalty: 5061.752930
	Iteration 34Q: 3 clusters Score -3324052 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3324077.500000 Penalty: 5061.752930
	Iteration 35Q: 3 clusters Score -3324078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3324114.250000 Penalty: 5061.752930
	Iteration 36Q: 3 clusters Score -3324114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3324150.000000 Penalty: 5061.752930
	Iteration 37Q: 3 clusters Score -3324150 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3324175.250000 Penalty: 5061.752930
	Iteration 38Q: 3 clusters Score -3324175 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -3324192.750000 Penalty: 5061.752930
	Iteration 39Q: 3 clusters Score -3324193 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3324213.500000 Penalty: 5061.752930
	Iteration 40F: 3 clusters Score -3324214 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3324228.500000 Penalty: 5061.752930
	Iteration 41Q: 3 clusters Score -3324228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3324255.000000 Penalty: 5061.752930
	Iteration 42Q: 3 clusters Score -3324255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3324290.000000 Penalty: 5061.752930
	Iteration 43Q: 3 clusters Score -3324290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3324298.250000 Penalty: 5061.752930
	Iteration 44Q: 3 clusters Score -3324298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3324327.500000 Penalty: 5061.752930
	Iteration 45Q: 3 clusters Score -3324328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3324333.750000 Penalty: 5061.752930
	Iteration 46Q: 3 clusters Score -3324334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3324356.500000 Penalty: 5061.752930
	Iteration 47Q: 3 clusters Score -3324356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3324355.000000 Penalty: 5061.752930
	Iteration 48Q: 3 clusters Score -3324355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3324369.250000 Penalty: 5061.752930
	Iteration 49Q: 3 clusters Score -3324369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3324394.250000 Penalty: 5061.752930
	Iteration 50Q: 3 clusters Score -3324394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3324405.250000 Penalty: 5061.752930
	Iteration 51Q: 3 clusters Score -3324405 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3324425.500000 Penalty: 5061.752930
	Iteration 52Q: 3 clusters Score -3324426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3324451.000000 Penalty: 5061.752930
	Iteration 53Q: 3 clusters Score -3324451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3324475.750000 Penalty: 5061.752930
	Iteration 54Q: 3 clusters Score -3324476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3324490.750000 Penalty: 5061.752930
	Iteration 55Q: 3 clusters Score -3324491 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3324519.000000 Penalty: 5061.752930
	Iteration 56Q: 3 clusters Score -3324519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3324535.000000 Penalty: 5061.752930
	Iteration 57Q: 3 clusters Score -3324535 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3324546.250000 Penalty: 5061.752930
	Iteration 58Q: 3 clusters Score -3324546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3324575.000000 Penalty: 5061.752930
	Iteration 59Q: 3 clusters Score -3324575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3324575.750000 Penalty: 5061.752930
	Iteration 60F: 3 clusters Score -3324576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3324594.000000 Penalty: 5061.752930
	Iteration 61Q: 3 clusters Score -3324594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3324604.500000 Penalty: 5061.752930
	Iteration 62Q: 3 clusters Score -3324604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3324608.750000 Penalty: 5061.752930
	Iteration 63Q: 3 clusters Score -3324609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3324603.250000 Penalty: 5061.752930
	Iteration 64Q: 3 clusters Score -3324603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3324610.750000 Penalty: 5061.752930
	Iteration 65Q: 3 clusters Score -3324611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3324623.500000 Penalty: 5061.752930
	Iteration 66Q: 3 clusters Score -3324624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3324629.500000 Penalty: 5061.752930
	Iteration 67Q: 3 clusters Score -3324630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3324636.500000 Penalty: 5061.752930
	Iteration 68Q: 3 clusters Score -3324636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3324655.000000 Penalty: 5061.752930
	Iteration 69Q: 3 clusters Score -3324655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3324656.250000 Penalty: 5061.752930
	Iteration 70Q: 3 clusters Score -3324656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3324663.000000 Penalty: 5061.752930
	Iteration 71Q: 3 clusters Score -3324663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3324667.000000 Penalty: 5061.752930
	Iteration 72Q: 3 clusters Score -3324667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3324672.500000 Penalty: 5061.752930
	Iteration 73Q: 3 clusters Score -3324672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3324677.500000 Penalty: 5061.752930
	Iteration 74Q: 3 clusters Score -3324678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3324672.500000 Penalty: 5061.752930
	Iteration 75Q: 3 clusters Score -3324672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3324686.000000 Penalty: 5061.752930
	Iteration 76Q: 3 clusters Score -3324686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3324683.250000 Penalty: 5061.752930
	Iteration 77Q: 3 clusters Score -3324683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3324685.750000 Penalty: 5061.752930
	Iteration 78Q: 3 clusters Score -3324686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3324694.250000 Penalty: 5061.752930
	Iteration 79Q: 3 clusters Score -3324694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3324689.750000 Penalty: 5061.752930
	Iteration 80F: 3 clusters Score -3324690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3324699.500000 Penalty: 5061.752930
	Iteration 81Q: 3 clusters Score -3324700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3324704.250000 Penalty: 5061.752930
	Iteration 82Q: 3 clusters Score -3324704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3324704.000000 Penalty: 5061.752930
	Iteration 83Q: 3 clusters Score -3324704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3324701.250000 Penalty: 5061.752930
	Iteration 84Q: 3 clusters Score -3324701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3324701.250000 Penalty: 5061.752930
	Iteration 85Q: 3 clusters Score -3324701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3324704.250000 Penalty: 5061.752930
	Iteration 86Q: 3 clusters Score -3324704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3324699.000000 Penalty: 5061.752930
	Iteration 87Q: 3 clusters Score -3324699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3324699.000000 Penalty: 5061.752930
	Iteration 88F: 3 clusters Score -3324699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Entering Unmasked Estep 
Score: -8794398.000000 Penalty: 2769.575439
	Iteration 0F: 2 clusters Score -8794398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -8747071.000000 Penalty: 5539.150879
	Iteration 0F: 3 clusters Score -8747071 nChanged 33066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8765521.000000 Penalty: 5539.150879
	Iteration 1F: 3 clusters Score -8765521 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -8766200.000000 Penalty: 5539.150879
	Iteration 2Q: 3 clusters Score -8766200 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8767045.000000 Penalty: 5539.150879
	Iteration 3Q: 3 clusters Score -8767045 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -8768426.000000 Penalty: 5539.150879
	Iteration 4Q: 3 clusters Score -8768426 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8770869.000000 Penalty: 5539.150879
	Iteration 5F: 3 clusters Score -8770869 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -8774916.000000 Penalty: 5539.150879
	Iteration 6F: 3 clusters Score -8774916 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -8780588.000000 Penalty: 5539.150879
	Iteration 7F: 3 clusters Score -8780588 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -8786234.000000 Penalty: 5539.150879
	Iteration 8F: 3 clusters Score -8786234 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68677 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8789792.000000 Penalty: 5539.150879
	Iteration 9Q: 3 clusters Score -8789792 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8791147.000000 Penalty: 5539.150879
	Iteration 10Q: 3 clusters Score -8791147 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8791611.000000 Penalty: 5539.150879
	Iteration 11Q: 3 clusters Score -8791611 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8791756.000000 Penalty: 5539.150879
	Iteration 12Q: 3 clusters Score -8791756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8791807.000000 Penalty: 5539.150879
	Iteration 13Q: 3 clusters Score -8791807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8791858.000000 Penalty: 5539.150879
	Iteration 14Q: 3 clusters Score -8791858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70606 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8791881.000000 Penalty: 5539.150879
	Iteration 15Q: 3 clusters Score -8791881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8791886.000000 Penalty: 5539.150879
	Iteration 16Q: 3 clusters Score -8791886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8791891.000000 Penalty: 5539.150879
	Iteration 17Q: 3 clusters Score -8791891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8791891.000000 Penalty: 5539.150879
	Iteration 18Q: 3 clusters Score -8791891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8791890.000000 Penalty: 5539.150879
	Iteration 19Q: 3 clusters Score -8791890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8791894.000000 Penalty: 5539.150879
	Iteration 20F: 3 clusters Score -8791894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -453693.781250 Penalty: 2041.777100
	Iteration 0F: 2 clusters Score -453693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -449968.625000 Penalty: 4083.554199
	Iteration 0F: 3 clusters Score -449968.6 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -450861.312500 Penalty: 4083.554199
	Iteration 1F: 3 clusters Score -450861.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -451137.812500 Penalty: 4083.554199
	Iteration 2F: 3 clusters Score -451137.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -451356.437500 Penalty: 4083.554199
	Iteration 3F: 3 clusters Score -451356.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -451528.437500 Penalty: 4083.554199
	Iteration 4F: 3 clusters Score -451528.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -451662.718750 Penalty: 4083.554199
	Iteration 5Q: 3 clusters Score -451662.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -451781.843750 Penalty: 4083.554199
	Iteration 6Q: 3 clusters Score -451781.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -451886.937500 Penalty: 4083.554199
	Iteration 7Q: 3 clusters Score -451886.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -451974.562500 Penalty: 4083.554199
	Iteration 8Q: 3 clusters Score -451974.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -452065.656250 Penalty: 4083.554199
	Iteration 9Q: 3 clusters Score -452065.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -452129.437500 Penalty: 4083.554199
	Iteration 10Q: 3 clusters Score -452129.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -452172.875000 Penalty: 4083.554199
	Iteration 11Q: 3 clusters Score -452172.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -452215.750000 Penalty: 4083.554199
	Iteration 12Q: 3 clusters Score -452215.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -452265.562500 Penalty: 4083.554199
	Iteration 13Q: 3 clusters Score -452265.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -452314.250000 Penalty: 4083.554199
	Iteration 14Q: 3 clusters Score -452314.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -452357.312500 Penalty: 4083.554199
	Iteration 15Q: 3 clusters Score -452357.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -452404.437500 Penalty: 4083.554199
	Iteration 16Q: 3 clusters Score -452404.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -452450.531250 Penalty: 4083.554199
	Iteration 17Q: 3 clusters Score -452450.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -452480.937500 Penalty: 4083.554199
	Iteration 18Q: 3 clusters Score -452480.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -452516.968750 Penalty: 4083.554199
	Iteration 19Q: 3 clusters Score -452517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -452562.062500 Penalty: 4083.554199
	Iteration 20F: 3 clusters Score -452562.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -452591.906250 Penalty: 4083.554199
	Iteration 21Q: 3 clusters Score -452591.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -452613.281250 Penalty: 4083.554199
	Iteration 22Q: 3 clusters Score -452613.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -452628.625000 Penalty: 4083.554199
	Iteration 23Q: 3 clusters Score -452628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -452641.093750 Penalty: 4083.554199
	Iteration 24Q: 3 clusters Score -452641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -452649.125000 Penalty: 4083.554199
	Iteration 25Q: 3 clusters Score -452649.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -452655.718750 Penalty: 4083.554199
	Iteration 26Q: 3 clusters Score -452655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -452662.812500 Penalty: 4083.554199
	Iteration 27Q: 3 clusters Score -452662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -452669.968750 Penalty: 4083.554199
	Iteration 28Q: 3 clusters Score -452670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -452674.562500 Penalty: 4083.554199
	Iteration 29Q: 3 clusters Score -452674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -452675.968750 Penalty: 4083.554199
	Iteration 30Q: 3 clusters Score -452676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -452677.000000 Penalty: 4083.554199
	Iteration 31Q: 3 clusters Score -452677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -452677.000000 Penalty: 4083.554199
	Iteration 32F: 3 clusters Score -452677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185818 members 
Entering Unmasked Estep 
Score: -22994476.000000 Penalty: 3008.865723
	Iteration 0F: 2 clusters Score -2.299448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -22882660.000000 Penalty: 6017.731445
	Iteration 0F: 3 clusters Score -2.288266e+07 nChanged 89479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -22934514.000000 Penalty: 6017.731445
	Iteration 1F: 3 clusters Score -2.293451e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -22935440.000000 Penalty: 6017.731445
	Iteration 2Q: 3 clusters Score -2.293544e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -22936554.000000 Penalty: 6017.731445
	Iteration 3Q: 3 clusters Score -2.293655e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100575 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -22937954.000000 Penalty: 6017.731445
	Iteration 4Q: 3 clusters Score -2.293795e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -22939756.000000 Penalty: 6017.731445
	Iteration 5Q: 3 clusters Score -2.293976e+07 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110524 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -22942628.000000 Penalty: 6017.731445
	Iteration 6Q: 3 clusters Score -2.294263e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119368 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -22947834.000000 Penalty: 6017.731445
	Iteration 7F: 3 clusters Score -2.294783e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -22956262.000000 Penalty: 6017.731445
	Iteration 8F: 3 clusters Score -2.295626e+07 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146078 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -22968642.000000 Penalty: 6017.731445
	Iteration 9F: 3 clusters Score -2.296864e+07 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160284 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -22980226.000000 Penalty: 6017.731445
	Iteration 10F: 3 clusters Score -2.298023e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171335 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -22986616.000000 Penalty: 6017.731445
	Iteration 11F: 3 clusters Score -2.298662e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177701 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -22989498.000000 Penalty: 6017.731445
	Iteration 12Q: 3 clusters Score -2.29895e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -22991204.000000 Penalty: 6017.731445
	Iteration 13Q: 3 clusters Score -2.29912e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181880 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22991850.000000 Penalty: 6017.731445
	Iteration 14Q: 3 clusters Score -2.299185e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182462 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -22992086.000000 Penalty: 6017.731445
	Iteration 15Q: 3 clusters Score -2.299209e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182794 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22992232.000000 Penalty: 6017.731445
	Iteration 16Q: 3 clusters Score -2.299223e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22992266.000000 Penalty: 6017.731445
	Iteration 17Q: 3 clusters Score -2.299227e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183146 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22992312.000000 Penalty: 6017.731445
	Iteration 18Q: 3 clusters Score -2.299231e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183237 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -22992374.000000 Penalty: 6017.731445
	Iteration 19Q: 3 clusters Score -2.299237e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183284 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -22992406.000000 Penalty: 6017.731445
	Iteration 20F: 3 clusters Score -2.299241e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -22992410.000000 Penalty: 6017.731445
	Iteration 21Q: 3 clusters Score -2.299241e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22992438.000000 Penalty: 6017.731445
	Iteration 22Q: 3 clusters Score -2.299244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183404 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -22992422.000000 Penalty: 6017.731445
	Iteration 23Q: 3 clusters Score -2.299242e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -22992446.000000 Penalty: 6017.731445
	Iteration 24Q: 3 clusters Score -2.299245e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -22992486.000000 Penalty: 6017.731445
	Iteration 25Q: 3 clusters Score -2.299249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183487 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -22992496.000000 Penalty: 6017.731445
	Iteration 26Q: 3 clusters Score -2.29925e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183507 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -22992526.000000 Penalty: 6017.731445
	Iteration 27Q: 3 clusters Score -2.299253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183521 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22992550.000000 Penalty: 6017.731445
	Iteration 28Q: 3 clusters Score -2.299255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183531 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -22992544.000000 Penalty: 6017.731445
	Iteration 29Q: 3 clusters Score -2.299254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183535 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -22992538.000000 Penalty: 6017.731445
	Iteration 30Q: 3 clusters Score -2.299254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183534 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -22992544.000000 Penalty: 6017.731445
	Iteration 31Q: 3 clusters Score -2.299254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183539 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -22992522.000000 Penalty: 6017.731445
	Iteration 32Q: 3 clusters Score -2.299252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -22992530.000000 Penalty: 6017.731445
	Iteration 33Q: 3 clusters Score -2.299253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183557 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -22992544.000000 Penalty: 6017.731445
	Iteration 34Q: 3 clusters Score -2.299254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183561 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22992556.000000 Penalty: 6017.731445
	Iteration 35Q: 3 clusters Score -2.299256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183564 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -22992548.000000 Penalty: 6017.731445
	Iteration 36Q: 3 clusters Score -2.299255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22992544.000000 Penalty: 6017.731445
	Iteration 37Q: 3 clusters Score -2.299254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183580 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -22992582.000000 Penalty: 6017.731445
	Iteration 38Q: 3 clusters Score -2.299258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183585 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -22992568.000000 Penalty: 6017.731445
	Iteration 39Q: 3 clusters Score -2.299257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183587 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -22992584.000000 Penalty: 6017.731445
	Iteration 40F: 3 clusters Score -2.299258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183589 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22992602.000000 Penalty: 6017.731445
	Iteration 41Q: 3 clusters Score -2.29926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183593 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22992602.000000 Penalty: 6017.731445
	Iteration 42Q: 3 clusters Score -2.29926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183600 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22992592.000000 Penalty: 6017.731445
	Iteration 43Q: 3 clusters Score -2.299259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22992594.000000 Penalty: 6017.731445
	Iteration 44Q: 3 clusters Score -2.299259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183600 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22992594.000000 Penalty: 6017.731445
	Iteration 45Q: 3 clusters Score -2.299259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22992616.000000 Penalty: 6017.731445
	Iteration 46Q: 3 clusters Score -2.299262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183604 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -22992616.000000 Penalty: 6017.731445
	Iteration 47Q: 3 clusters Score -2.299262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183605 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -22992620.000000 Penalty: 6017.731445
	Iteration 48Q: 3 clusters Score -2.299262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183605 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -22992620.000000 Penalty: 6017.731445
	Iteration 49F: 3 clusters Score -2.299262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -144026.265625 Penalty: 1792.640259
	Iteration 0F: 2 clusters Score -144026.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -141880.343750 Penalty: 3585.280518
	Iteration 0F: 3 clusters Score -141880.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -142349.359375 Penalty: 3585.280518
	Iteration 1F: 3 clusters Score -142349.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142533.937500 Penalty: 3585.280518
	Iteration 2F: 3 clusters Score -142533.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142801.578125 Penalty: 3585.280518
	Iteration 3F: 3 clusters Score -142801.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -143168.593750 Penalty: 3585.280518
	Iteration 4F: 3 clusters Score -143168.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143465.984375 Penalty: 3585.280518
	Iteration 5F: 3 clusters Score -143466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -143666.343750 Penalty: 3585.280518
	Iteration 6F: 3 clusters Score -143666.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143797.796875 Penalty: 3585.280518
	Iteration 7Q: 3 clusters Score -143797.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -143831.031250 Penalty: 3585.280518
	Iteration 8Q: 3 clusters Score -143831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -143845.093750 Penalty: 3585.280518
	Iteration 9Q: 3 clusters Score -143845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143856.765625 Penalty: 3585.280518
	Iteration 10Q: 3 clusters Score -143856.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -143863.390625 Penalty: 3585.280518
	Iteration 11Q: 3 clusters Score -143863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -143866.921875 Penalty: 3585.280518
	Iteration 12Q: 3 clusters Score -143866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -143870.796875 Penalty: 3585.280518
	Iteration 13Q: 3 clusters Score -143870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -143874.562500 Penalty: 3585.280518
	Iteration 14Q: 3 clusters Score -143874.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -143875.703125 Penalty: 3585.280518
	Iteration 15Q: 3 clusters Score -143875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -143875.703125 Penalty: 3585.280518
	Iteration 16F: 3 clusters Score -143875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (170345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Entering Unmasked Estep 
Score: -21068028.000000 Penalty: 2987.303955
	Iteration 0F: 2 clusters Score -2.106803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -20957980.000000 Penalty: 5974.607910
	Iteration 0F: 3 clusters Score -2.095798e+07 nChanged 81490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -21005760.000000 Penalty: 5974.607910
	Iteration 1F: 3 clusters Score -2.100576e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88477 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -21007324.000000 Penalty: 5974.607910
	Iteration 2Q: 3 clusters Score -2.100732e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -21009414.000000 Penalty: 5974.607910
	Iteration 3Q: 3 clusters Score -2.100941e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 76129 members 
Entering Unmasked Estep 
Score: -21012220.000000 Penalty: 5974.607910
	Iteration 4Q: 3 clusters Score -2.101222e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 70889 members 
Entering Unmasked Estep 
Score: -21016686.000000 Penalty: 5974.607910
	Iteration 5F: 3 clusters Score -2.101669e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 63673 members 
Entering Unmasked Estep 
Score: -21023850.000000 Penalty: 5974.607910
	Iteration 6F: 3 clusters Score -2.102385e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -21033254.000000 Penalty: 5974.607910
	Iteration 7F: 3 clusters Score -2.103325e+07 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -21042994.000000 Penalty: 5974.607910
	Iteration 8F: 3 clusters Score -2.104299e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -21049624.000000 Penalty: 5974.607910
	Iteration 9F: 3 clusters Score -2.104962e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132993 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -21053376.000000 Penalty: 5974.607910
	Iteration 10Q: 3 clusters Score -2.105338e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -21055502.000000 Penalty: 5974.607910
	Iteration 11Q: 3 clusters Score -2.10555e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139022 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -21057068.000000 Penalty: 5974.607910
	Iteration 12Q: 3 clusters Score -2.105707e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141816 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -21058652.000000 Penalty: 5974.607910
	Iteration 13Q: 3 clusters Score -2.105865e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144487 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -21059872.000000 Penalty: 5974.607910
	Iteration 14Q: 3 clusters Score -2.105987e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -21061072.000000 Penalty: 5974.607910
	Iteration 15Q: 3 clusters Score -2.106107e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -21061982.000000 Penalty: 5974.607910
	Iteration 16Q: 3 clusters Score -2.106198e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -21062814.000000 Penalty: 5974.607910
	Iteration 17Q: 3 clusters Score -2.106281e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153598 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -21063618.000000 Penalty: 5974.607910
	Iteration 18Q: 3 clusters Score -2.106362e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -21064292.000000 Penalty: 5974.607910
	Iteration 19Q: 3 clusters Score -2.106429e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157286 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -21064732.000000 Penalty: 5974.607910
	Iteration 20F: 3 clusters Score -2.106473e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -21065222.000000 Penalty: 5974.607910
	Iteration 21Q: 3 clusters Score -2.106522e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160264 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -21065440.000000 Penalty: 5974.607910
	Iteration 22Q: 3 clusters Score -2.106544e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161551 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -21065728.000000 Penalty: 5974.607910
	Iteration 23Q: 3 clusters Score -2.106573e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162702 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -21065906.000000 Penalty: 5974.607910
	Iteration 24Q: 3 clusters Score -2.106591e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -21065962.000000 Penalty: 5974.607910
	Iteration 25Q: 3 clusters Score -2.106596e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21066128.000000 Penalty: 5974.607910
	Iteration 26Q: 3 clusters Score -2.106613e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -21066146.000000 Penalty: 5974.607910
	Iteration 27Q: 3 clusters Score -2.106615e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -21066140.000000 Penalty: 5974.607910
	Iteration 28Q: 3 clusters Score -2.106614e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -21066184.000000 Penalty: 5974.607910
	Iteration 29Q: 3 clusters Score -2.106618e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -21066220.000000 Penalty: 5974.607910
	Iteration 30Q: 3 clusters Score -2.106622e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21066226.000000 Penalty: 5974.607910
	Iteration 31Q: 3 clusters Score -2.106623e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21066248.000000 Penalty: 5974.607910
	Iteration 32Q: 3 clusters Score -2.106625e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21066222.000000 Penalty: 5974.607910
	Iteration 33Q: 3 clusters Score -2.106622e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167727 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21066238.000000 Penalty: 5974.607910
	Iteration 34Q: 3 clusters Score -2.106624e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -21066240.000000 Penalty: 5974.607910
	Iteration 35Q: 3 clusters Score -2.106624e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168069 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21066264.000000 Penalty: 5974.607910
	Iteration 36Q: 3 clusters Score -2.106626e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -21066230.000000 Penalty: 5974.607910
	Iteration 37Q: 3 clusters Score -2.106623e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21066202.000000 Penalty: 5974.607910
	Iteration 38Q: 3 clusters Score -2.10662e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21066190.000000 Penalty: 5974.607910
	Iteration 39Q: 3 clusters Score -2.106619e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21066212.000000 Penalty: 5974.607910
	Iteration 40F: 3 clusters Score -2.106621e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168597 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -21066204.000000 Penalty: 5974.607910
	Iteration 41Q: 3 clusters Score -2.10662e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -21066232.000000 Penalty: 5974.607910
	Iteration 42Q: 3 clusters Score -2.106623e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168717 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -21066250.000000 Penalty: 5974.607910
	Iteration 43Q: 3 clusters Score -2.106625e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21066226.000000 Penalty: 5974.607910
	Iteration 44Q: 3 clusters Score -2.106623e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168792 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -21066246.000000 Penalty: 5974.607910
	Iteration 45Q: 3 clusters Score -2.106625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21066266.000000 Penalty: 5974.607910
	Iteration 46Q: 3 clusters Score -2.106627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -21066238.000000 Penalty: 5974.607910
	Iteration 47Q: 3 clusters Score -2.106624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168859 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21066240.000000 Penalty: 5974.607910
	Iteration 48Q: 3 clusters Score -2.106624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168880 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21066254.000000 Penalty: 5974.607910
	Iteration 49Q: 3 clusters Score -2.106625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168892 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21066254.000000 Penalty: 5974.607910
	Iteration 50Q: 3 clusters Score -2.106625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168904 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21066252.000000 Penalty: 5974.607910
	Iteration 51Q: 3 clusters Score -2.106625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168915 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21066290.000000 Penalty: 5974.607910
	Iteration 52Q: 3 clusters Score -2.106629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168928 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21066280.000000 Penalty: 5974.607910
	Iteration 53Q: 3 clusters Score -2.106628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168943 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21066262.000000 Penalty: 5974.607910
	Iteration 54Q: 3 clusters Score -2.106626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168957 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -21066284.000000 Penalty: 5974.607910
	Iteration 55Q: 3 clusters Score -2.106628e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168970 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21066282.000000 Penalty: 5974.607910
	Iteration 56Q: 3 clusters Score -2.106628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168979 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21066292.000000 Penalty: 5974.607910
	Iteration 57Q: 3 clusters Score -2.106629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21066300.000000 Penalty: 5974.607910
	Iteration 58Q: 3 clusters Score -2.10663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168994 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -21066300.000000 Penalty: 5974.607910
	Iteration 59Q: 3 clusters Score -2.10663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169001 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21066280.000000 Penalty: 5974.607910
	Iteration 60F: 3 clusters Score -2.106628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21066284.000000 Penalty: 5974.607910
	Iteration 61Q: 3 clusters Score -2.106628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169010 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21066268.000000 Penalty: 5974.607910
	Iteration 62Q: 3 clusters Score -2.106627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21066266.000000 Penalty: 5974.607910
	Iteration 63Q: 3 clusters Score -2.106627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169018 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -21066274.000000 Penalty: 5974.607910
	Iteration 64Q: 3 clusters Score -2.106627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -21066282.000000 Penalty: 5974.607910
	Iteration 65Q: 3 clusters Score -2.106628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169030 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21066286.000000 Penalty: 5974.607910
	Iteration 66Q: 3 clusters Score -2.106629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21066314.000000 Penalty: 5974.607910
	Iteration 67Q: 3 clusters Score -2.106631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169042 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21066316.000000 Penalty: 5974.607910
	Iteration 68Q: 3 clusters Score -2.106632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169049 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21066308.000000 Penalty: 5974.607910
	Iteration 69Q: 3 clusters Score -2.106631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21066318.000000 Penalty: 5974.607910
	Iteration 70Q: 3 clusters Score -2.106632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21066338.000000 Penalty: 5974.607910
	Iteration 71Q: 3 clusters Score -2.106634e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169085 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21066348.000000 Penalty: 5974.607910
	Iteration 72Q: 3 clusters Score -2.106635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169086 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21066360.000000 Penalty: 5974.607910
	Iteration 73Q: 3 clusters Score -2.106636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169091 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21066368.000000 Penalty: 5974.607910
	Iteration 74Q: 3 clusters Score -2.106637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21066362.000000 Penalty: 5974.607910
	Iteration 75Q: 3 clusters Score -2.106636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169103 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21066372.000000 Penalty: 5974.607910
	Iteration 76Q: 3 clusters Score -2.106637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169107 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21066368.000000 Penalty: 5974.607910
	Iteration 77Q: 3 clusters Score -2.106637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21066352.000000 Penalty: 5974.607910
	Iteration 78Q: 3 clusters Score -2.106635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169115 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21066346.000000 Penalty: 5974.607910
	Iteration 79Q: 3 clusters Score -2.106635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169117 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -21066328.000000 Penalty: 5974.607910
	Iteration 80F: 3 clusters Score -2.106633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Entering Unmasked Estep 
Score: -6619200.000000 Penalty: 2699.750488
	Iteration 0F: 2 clusters Score -6619200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -6583240.000000 Penalty: 5399.500977
	Iteration 0F: 3 clusters Score -6583240 nChanged 24729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -6596719.500000 Penalty: 5399.500977
	Iteration 1F: 3 clusters Score -6596720 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -6597229.000000 Penalty: 5399.500977
	Iteration 2Q: 3 clusters Score -6597229 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6597657.000000 Penalty: 5399.500977
	Iteration 3Q: 3 clusters Score -6597657 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6598070.000000 Penalty: 5399.500977
	Iteration 4Q: 3 clusters Score -6598070 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6598464.500000 Penalty: 5399.500977
	Iteration 5Q: 3 clusters Score -6598464 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6598867.000000 Penalty: 5399.500977
	Iteration 6Q: 3 clusters Score -6598867 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -6599468.500000 Penalty: 5399.500977
	Iteration 7Q: 3 clusters Score -6599468 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -6600283.500000 Penalty: 5399.500977
	Iteration 8Q: 3 clusters Score -6600284 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -6601442.500000 Penalty: 5399.500977
	Iteration 9Q: 3 clusters Score -6601442 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -6603263.000000 Penalty: 5399.500977
	Iteration 10F: 3 clusters Score -6603263 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -6605776.500000 Penalty: 5399.500977
	Iteration 11F: 3 clusters Score -6605776 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -6608860.000000 Penalty: 5399.500977
	Iteration 12F: 3 clusters Score -6608860 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -6612018.500000 Penalty: 5399.500977
	Iteration 13F: 3 clusters Score -6612018 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6614418.000000 Penalty: 5399.500977
	Iteration 14Q: 3 clusters Score -6614418 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6615840.500000 Penalty: 5399.500977
	Iteration 15Q: 3 clusters Score -6615840 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6616355.000000 Penalty: 5399.500977
	Iteration 16Q: 3 clusters Score -6616355 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6616566.500000 Penalty: 5399.500977
	Iteration 17Q: 3 clusters Score -6616566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6616671.000000 Penalty: 5399.500977
	Iteration 18Q: 3 clusters Score -6616671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6616727.500000 Penalty: 5399.500977
	Iteration 19Q: 3 clusters Score -6616728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6616766.500000 Penalty: 5399.500977
	Iteration 20F: 3 clusters Score -6616766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6616786.500000 Penalty: 5399.500977
	Iteration 21Q: 3 clusters Score -6616786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6616803.500000 Penalty: 5399.500977
	Iteration 22Q: 3 clusters Score -6616804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6616809.500000 Penalty: 5399.500977
	Iteration 23Q: 3 clusters Score -6616810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6616815.000000 Penalty: 5399.500977
	Iteration 24Q: 3 clusters Score -6616815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6616813.000000 Penalty: 5399.500977
	Iteration 25Q: 3 clusters Score -6616813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6616813.500000 Penalty: 5399.500977
	Iteration 26Q: 3 clusters Score -6616814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6616813.500000 Penalty: 5399.500977
	Iteration 27F: 3 clusters Score -6616814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (130040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130040 members 
Entering Unmasked Estep 
Score: -16145225.000000 Penalty: 2920.348145
	Iteration 0F: 2 clusters Score -1.614522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -16058253.000000 Penalty: 5840.696289
	Iteration 0F: 3 clusters Score -1.605825e+07 nChanged 61957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -16094243.000000 Penalty: 5840.696289
	Iteration 1F: 3 clusters Score -1.609424e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -16094957.000000 Penalty: 5840.696289
	Iteration 2Q: 3 clusters Score -1.609496e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -16095661.000000 Penalty: 5840.696289
	Iteration 3Q: 3 clusters Score -1.609566e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -16096618.000000 Penalty: 5840.696289
	Iteration 4Q: 3 clusters Score -1.609662e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -16097950.000000 Penalty: 5840.696289
	Iteration 5Q: 3 clusters Score -1.609795e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -16100045.000000 Penalty: 5840.696289
	Iteration 6Q: 3 clusters Score -1.610004e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -16103704.000000 Penalty: 5840.696289
	Iteration 7Q: 3 clusters Score -1.61037e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -16109092.000000 Penalty: 5840.696289
	Iteration 8F: 3 clusters Score -1.610909e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -16116189.000000 Penalty: 5840.696289
	Iteration 9F: 3 clusters Score -1.611619e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 105736 members 
Entering Unmasked Estep 
Score: -16123857.000000 Penalty: 5840.696289
	Iteration 10F: 3 clusters Score -1.612386e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 113132 members 
Entering Unmasked Estep 
Score: -16130333.000000 Penalty: 5840.696289
	Iteration 11F: 3 clusters Score -1.613033e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -16134807.000000 Penalty: 5840.696289
	Iteration 12Q: 3 clusters Score -1.613481e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 122539 members 
Entering Unmasked Estep 
Score: -16137874.000000 Penalty: 5840.696289
	Iteration 13Q: 3 clusters Score -1.613787e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -16139754.000000 Penalty: 5840.696289
	Iteration 14Q: 3 clusters Score -1.613975e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -16140904.000000 Penalty: 5840.696289
	Iteration 15Q: 3 clusters Score -1.61409e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 127714 members 
Entering Unmasked Estep 
Score: -16141572.000000 Penalty: 5840.696289
	Iteration 16Q: 3 clusters Score -1.614157e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 128313 members 
Entering Unmasked Estep 
Score: -16141958.000000 Penalty: 5840.696289
	Iteration 17Q: 3 clusters Score -1.614196e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 128673 members 
Entering Unmasked Estep 
Score: -16142253.000000 Penalty: 5840.696289
	Iteration 18Q: 3 clusters Score -1.614225e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -16142426.000000 Penalty: 5840.696289
	Iteration 19Q: 3 clusters Score -1.614243e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 129032 members 
Entering Unmasked Estep 
Score: -16142524.000000 Penalty: 5840.696289
	Iteration 20F: 3 clusters Score -1.614252e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 129100 members 
Entering Unmasked Estep 
Score: -16142569.000000 Penalty: 5840.696289
	Iteration 21Q: 3 clusters Score -1.614257e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 129154 members 
Entering Unmasked Estep 
Score: -16142588.000000 Penalty: 5840.696289
	Iteration 22Q: 3 clusters Score -1.614259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 129197 members 
Entering Unmasked Estep 
Score: -16142614.000000 Penalty: 5840.696289
	Iteration 23Q: 3 clusters Score -1.614261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -16142655.000000 Penalty: 5840.696289
	Iteration 24Q: 3 clusters Score -1.614266e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -16142663.000000 Penalty: 5840.696289
	Iteration 25Q: 3 clusters Score -1.614266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -16142673.000000 Penalty: 5840.696289
	Iteration 26Q: 3 clusters Score -1.614267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -16142684.000000 Penalty: 5840.696289
	Iteration 27Q: 3 clusters Score -1.614268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 129325 members 
Entering Unmasked Estep 
Score: -16142723.000000 Penalty: 5840.696289
	Iteration 28Q: 3 clusters Score -1.614272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -16142714.000000 Penalty: 5840.696289
	Iteration 29Q: 3 clusters Score -1.614271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -16142729.000000 Penalty: 5840.696289
	Iteration 30Q: 3 clusters Score -1.614273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -16142734.000000 Penalty: 5840.696289
	Iteration 31Q: 3 clusters Score -1.614273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 129353 members 
Entering Unmasked Estep 
Score: -16142758.000000 Penalty: 5840.696289
	Iteration 32Q: 3 clusters Score -1.614276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 129360 members 
Entering Unmasked Estep 
Score: -16142746.000000 Penalty: 5840.696289
	Iteration 33Q: 3 clusters Score -1.614275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -16142752.000000 Penalty: 5840.696289
	Iteration 34Q: 3 clusters Score -1.614275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -16142762.000000 Penalty: 5840.696289
	Iteration 35Q: 3 clusters Score -1.614276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -16142757.000000 Penalty: 5840.696289
	Iteration 36Q: 3 clusters Score -1.614276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 129371 members 
Entering Unmasked Estep 
Score: -16142752.000000 Penalty: 5840.696289
	Iteration 37Q: 3 clusters Score -1.614275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -16142761.000000 Penalty: 5840.696289
	Iteration 38Q: 3 clusters Score -1.614276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -16142749.000000 Penalty: 5840.696289
	Iteration 39Q: 3 clusters Score -1.614275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 129375 members 
Entering Unmasked Estep 
Score: -16142742.000000 Penalty: 5840.696289
	Iteration 40F: 3 clusters Score -1.614274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16142765.000000 Penalty: 5840.696289
	Iteration 41Q: 3 clusters Score -1.614276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16142762.000000 Penalty: 5840.696289
	Iteration 42Q: 3 clusters Score -1.614276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -16142761.000000 Penalty: 5840.696289
	Iteration 43Q: 3 clusters Score -1.614276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16142772.000000 Penalty: 5840.696289
	Iteration 44Q: 3 clusters Score -1.614277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16142770.000000 Penalty: 5840.696289
	Iteration 45Q: 3 clusters Score -1.614277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -16142779.000000 Penalty: 5840.696289
	Iteration 46Q: 3 clusters Score -1.614278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -16142771.000000 Penalty: 5840.696289
	Iteration 47Q: 3 clusters Score -1.614277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -16142774.000000 Penalty: 5840.696289
	Iteration 48Q: 3 clusters Score -1.614277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16142770.000000 Penalty: 5840.696289
	Iteration 49Q: 3 clusters Score -1.614277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -16142770.000000 Penalty: 5840.696289
	Iteration 50F: 3 clusters Score -1.614277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -803703.750000 Penalty: 2191.384521
	Iteration 0F: 2 clusters Score -803703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -797977.875000 Penalty: 4382.769043
	Iteration 0F: 3 clusters Score -797977.9 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -799675.125000 Penalty: 4382.769043
	Iteration 1F: 3 clusters Score -799675.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -800163.312500 Penalty: 4382.769043
	Iteration 2F: 3 clusters Score -800163.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -800646.875000 Penalty: 4382.769043
	Iteration 3F: 3 clusters Score -800646.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -801154.937500 Penalty: 4382.769043
	Iteration 4F: 3 clusters Score -801154.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -801591.625000 Penalty: 4382.769043
	Iteration 5F: 3 clusters Score -801591.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -801916.875000 Penalty: 4382.769043
	Iteration 6F: 3 clusters Score -801916.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -802147.250000 Penalty: 4382.769043
	Iteration 7Q: 3 clusters Score -802147.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -802297.375000 Penalty: 4382.769043
	Iteration 8Q: 3 clusters Score -802297.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -802393.250000 Penalty: 4382.769043
	Iteration 9Q: 3 clusters Score -802393.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -802462.625000 Penalty: 4382.769043
	Iteration 10Q: 3 clusters Score -802462.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -802501.937500 Penalty: 4382.769043
	Iteration 11Q: 3 clusters Score -802501.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -802522.875000 Penalty: 4382.769043
	Iteration 12Q: 3 clusters Score -802522.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -802543.937500 Penalty: 4382.769043
	Iteration 13Q: 3 clusters Score -802543.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -802555.687500 Penalty: 4382.769043
	Iteration 14Q: 3 clusters Score -802555.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -802566.500000 Penalty: 4382.769043
	Iteration 15Q: 3 clusters Score -802566.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -802574.000000 Penalty: 4382.769043
	Iteration 16Q: 3 clusters Score -802574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -802579.687500 Penalty: 4382.769043
	Iteration 17Q: 3 clusters Score -802579.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -802582.812500 Penalty: 4382.769043
	Iteration 18Q: 3 clusters Score -802582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -802589.312500 Penalty: 4382.769043
	Iteration 19Q: 3 clusters Score -802589.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -802591.312500 Penalty: 4382.769043
	Iteration 20F: 3 clusters Score -802591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -802595.375000 Penalty: 4382.769043
	Iteration 21Q: 3 clusters Score -802595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -802597.437500 Penalty: 4382.769043
	Iteration 22Q: 3 clusters Score -802597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -802599.687500 Penalty: 4382.769043
	Iteration 23Q: 3 clusters Score -802599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -802598.687500 Penalty: 4382.769043
	Iteration 24Q: 3 clusters Score -802598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -802602.312500 Penalty: 4382.769043
	Iteration 25Q: 3 clusters Score -802602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -802603.500000 Penalty: 4382.769043
	Iteration 26Q: 3 clusters Score -802603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -802603.500000 Penalty: 4382.769043
	Iteration 27F: 3 clusters Score -802603.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -155884.250000 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155884.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156605.671875 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156605.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -157278.578125 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -157278.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -157635.281250 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -157635.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -157864.828125 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -157864.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -158227.734375 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -158227.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -158524.125000 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -158524.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -158699.984375 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -158700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -158781.203125 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -158781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158791.359375 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -158791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158792.875000 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -158792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158794.062500 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -158794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -158794.781250 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -158794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158795.968750 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -158796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -158797.359375 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -158797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -158797.359375 Penalty: 3618.347900
	Iteration 15F: 3 clusters Score -158797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 70802 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 185818 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 170345 members 
Mstep: Class 7 contains 53428 members 
Mstep: Class 8 contains 130040 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192987 members 
Mstep: Class 13 contains 64024 members 
Mstep: Class 14 contains 166319 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172483 members 
Mstep: Class 18 contains 13925 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 83778 members 
Mstep: Class 21 contains 28972 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 162959 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 48382 members 
Mstep: Class 26 contains 537 members 
Entering Unmasked Estep 
Score: -194679200.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194680176.000000 to -194679200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -81234.523438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -81234.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79555.937500 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -79555.94 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79770.718750 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -79770.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79835.570312 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -79835.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79857.187500 Penalty: 3269.470215
	Iteration 3Q: 3 clusters Score -79857.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79864.312500 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -79864.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79875.039062 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -79875.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79880.468750 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -79880.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79887.226562 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -79887.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79897.125000 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -79897.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79916.304688 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -79916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79960.867188 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -79960.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79989.312500 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -79989.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80030.523438 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -80030.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80099.085938 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -80099.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80163.320312 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -80163.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80205.984375 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -80205.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80256.734375 Penalty: 3269.470215
	Iteration 16Q: 3 clusters Score -80256.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80305.148438 Penalty: 3269.470215
	Iteration 17Q: 3 clusters Score -80305.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80353.515625 Penalty: 3269.470215
	Iteration 18Q: 3 clusters Score -80353.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80399.492188 Penalty: 3269.470215
	Iteration 19Q: 3 clusters Score -80399.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -80454.648438 Penalty: 3269.470215
	Iteration 20F: 3 clusters Score -80454.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80505.804688 Penalty: 3269.470215
	Iteration 21Q: 3 clusters Score -80505.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80563.171875 Penalty: 3269.470215
	Iteration 22Q: 3 clusters Score -80563.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80630.289062 Penalty: 3269.470215
	Iteration 23Q: 3 clusters Score -80630.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80699.882812 Penalty: 3269.470215
	Iteration 24Q: 3 clusters Score -80699.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80743.671875 Penalty: 3269.470215
	Iteration 25Q: 3 clusters Score -80743.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80790.281250 Penalty: 3269.470215
	Iteration 26Q: 3 clusters Score -80790.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80831.742188 Penalty: 3269.470215
	Iteration 27Q: 3 clusters Score -80831.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80865.421875 Penalty: 3269.470215
	Iteration 28Q: 3 clusters Score -80865.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80874.507812 Penalty: 3269.470215
	Iteration 29Q: 3 clusters Score -80874.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80879.687500 Penalty: 3269.470215
	Iteration 30Q: 3 clusters Score -80879.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80884.132812 Penalty: 3269.470215
	Iteration 31Q: 3 clusters Score -80884.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -80886.398438 Penalty: 3269.470215
	Iteration 32Q: 3 clusters Score -80886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -80886.398438 Penalty: 3269.470215
	Iteration 33F: 3 clusters Score -80886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (192987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192987 members 
Entering Unmasked Estep 
Score: -23714474.000000 Penalty: 3018.253662
	Iteration 0F: 2 clusters Score -2.371447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 96467 members 
Entering Unmasked Estep 
Score: -23594444.000000 Penalty: 6036.507324
	Iteration 0F: 3 clusters Score -2.359444e+07 nChanged 92609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
Score: -23648426.000000 Penalty: 6036.507324
	Iteration 1F: 3 clusters Score -2.364843e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 94975 members 
Entering Unmasked Estep 
Score: -23649398.000000 Penalty: 6036.507324
	Iteration 2Q: 3 clusters Score -2.36494e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99205 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -23650124.000000 Penalty: 6036.507324
	Iteration 3Q: 3 clusters Score -2.365012e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -23651160.000000 Penalty: 6036.507324
	Iteration 4Q: 3 clusters Score -2.365116e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 89442 members 
Entering Unmasked Estep 
Score: -23652486.000000 Penalty: 6036.507324
	Iteration 5Q: 3 clusters Score -2.365249e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107459 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -23654332.000000 Penalty: 6036.507324
	Iteration 6Q: 3 clusters Score -2.365433e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113282 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -23657510.000000 Penalty: 6036.507324
	Iteration 7Q: 3 clusters Score -2.365751e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121636 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -23662852.000000 Penalty: 6036.507324
	Iteration 8F: 3 clusters Score -2.366285e+07 nChanged 12502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132374 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -23671814.000000 Penalty: 6036.507324
	Iteration 9F: 3 clusters Score -2.367181e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -23683454.000000 Penalty: 6036.507324
	Iteration 10F: 3 clusters Score -2.368345e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -23694456.000000 Penalty: 6036.507324
	Iteration 11F: 3 clusters Score -2.369446e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -23701514.000000 Penalty: 6036.507324
	Iteration 12F: 3 clusters Score -2.370151e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -23705062.000000 Penalty: 6036.507324
	Iteration 13Q: 3 clusters Score -2.370506e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -23707112.000000 Penalty: 6036.507324
	Iteration 14Q: 3 clusters Score -2.370711e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181413 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -23708490.000000 Penalty: 6036.507324
	Iteration 15Q: 3 clusters Score -2.370849e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185285 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -23709432.000000 Penalty: 6036.507324
	Iteration 16Q: 3 clusters Score -2.370943e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188146 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -23710180.000000 Penalty: 6036.507324
	Iteration 17Q: 3 clusters Score -2.371018e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190143 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23710762.000000 Penalty: 6036.507324
	Iteration 18Q: 3 clusters Score -2.371076e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191338 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23711166.000000 Penalty: 6036.507324
	Iteration 19Q: 3 clusters Score -2.371117e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192011 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23711450.000000 Penalty: 6036.507324
	Iteration 20F: 3 clusters Score -2.371145e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192338 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -23711622.000000 Penalty: 6036.507324
	Iteration 21Q: 3 clusters Score -2.371162e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192483 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -23711682.000000 Penalty: 6036.507324
	Iteration 22Q: 3 clusters Score -2.371168e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192563 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23711740.000000 Penalty: 6036.507324
	Iteration 23Q: 3 clusters Score -2.371174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192604 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23711804.000000 Penalty: 6036.507324
	Iteration 24Q: 3 clusters Score -2.37118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192632 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23711822.000000 Penalty: 6036.507324
	Iteration 25Q: 3 clusters Score -2.371182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192646 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23711824.000000 Penalty: 6036.507324
	Iteration 26Q: 3 clusters Score -2.371182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192659 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23711824.000000 Penalty: 6036.507324
	Iteration 27Q: 3 clusters Score -2.371182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192663 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23711826.000000 Penalty: 6036.507324
	Iteration 28Q: 3 clusters Score -2.371183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192667 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23711834.000000 Penalty: 6036.507324
	Iteration 29Q: 3 clusters Score -2.371183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192670 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23711848.000000 Penalty: 6036.507324
	Iteration 30Q: 3 clusters Score -2.371185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192670 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23711848.000000 Penalty: 6036.507324
	Iteration 31Q: 3 clusters Score -2.371185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192671 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23711852.000000 Penalty: 6036.507324
	Iteration 32Q: 3 clusters Score -2.371185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192673 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23711854.000000 Penalty: 6036.507324
	Iteration 33Q: 3 clusters Score -2.371185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192674 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23711864.000000 Penalty: 6036.507324
	Iteration 34Q: 3 clusters Score -2.371186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192676 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23711868.000000 Penalty: 6036.507324
	Iteration 35Q: 3 clusters Score -2.371187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192679 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23711860.000000 Penalty: 6036.507324
	Iteration 36Q: 3 clusters Score -2.371186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192682 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23711864.000000 Penalty: 6036.507324
	Iteration 37Q: 3 clusters Score -2.371186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23711868.000000 Penalty: 6036.507324
	Iteration 38Q: 3 clusters Score -2.371187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23711868.000000 Penalty: 6036.507324
	Iteration 39F: 3 clusters Score -2.371187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Entering Unmasked Estep 
Score: -7605850.000000 Penalty: 2744.619385
	Iteration 0F: 2 clusters Score -7605850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -7562652.000000 Penalty: 5489.238770
	Iteration 0F: 3 clusters Score -7562652 nChanged 30022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -7579523.500000 Penalty: 5489.238770
	Iteration 1F: 3 clusters Score -7579524 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -7580120.500000 Penalty: 5489.238770
	Iteration 2Q: 3 clusters Score -7580120 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -7580724.000000 Penalty: 5489.238770
	Iteration 3Q: 3 clusters Score -7580724 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -7581316.000000 Penalty: 5489.238770
	Iteration 4Q: 3 clusters Score -7581316 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7582029.500000 Penalty: 5489.238770
	Iteration 5Q: 3 clusters Score -7582030 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -7582745.000000 Penalty: 5489.238770
	Iteration 6Q: 3 clusters Score -7582745 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -7583579.500000 Penalty: 5489.238770
	Iteration 7Q: 3 clusters Score -7583580 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -7584540.000000 Penalty: 5489.238770
	Iteration 8Q: 3 clusters Score -7584540 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -7585439.000000 Penalty: 5489.238770
	Iteration 9Q: 3 clusters Score -7585439 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -7586346.000000 Penalty: 5489.238770
	Iteration 10Q: 3 clusters Score -7586346 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -7587359.500000 Penalty: 5489.238770
	Iteration 11Q: 3 clusters Score -7587360 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -7588522.000000 Penalty: 5489.238770
	Iteration 12Q: 3 clusters Score -7588522 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -7589778.500000 Penalty: 5489.238770
	Iteration 13Q: 3 clusters Score -7589778 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -7591169.000000 Penalty: 5489.238770
	Iteration 14Q: 3 clusters Score -7591169 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -7592723.500000 Penalty: 5489.238770
	Iteration 15Q: 3 clusters Score -7592724 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -7594366.000000 Penalty: 5489.238770
	Iteration 16Q: 3 clusters Score -7594366 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -7596316.000000 Penalty: 5489.238770
	Iteration 17Q: 3 clusters Score -7596316 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7598487.500000 Penalty: 5489.238770
	Iteration 18Q: 3 clusters Score -7598488 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7600771.500000 Penalty: 5489.238770
	Iteration 19Q: 3 clusters Score -7600772 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7602216.500000 Penalty: 5489.238770
	Iteration 20F: 3 clusters Score -7602216 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7602871.500000 Penalty: 5489.238770
	Iteration 21Q: 3 clusters Score -7602872 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7603169.500000 Penalty: 5489.238770
	Iteration 22Q: 3 clusters Score -7603170 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7603346.000000 Penalty: 5489.238770
	Iteration 23Q: 3 clusters Score -7603346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7603451.000000 Penalty: 5489.238770
	Iteration 24Q: 3 clusters Score -7603451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7603502.500000 Penalty: 5489.238770
	Iteration 25Q: 3 clusters Score -7603502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7603540.000000 Penalty: 5489.238770
	Iteration 26Q: 3 clusters Score -7603540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7603554.500000 Penalty: 5489.238770
	Iteration 27Q: 3 clusters Score -7603554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7603568.500000 Penalty: 5489.238770
	Iteration 28Q: 3 clusters Score -7603568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7603586.500000 Penalty: 5489.238770
	Iteration 29Q: 3 clusters Score -7603586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7603592.000000 Penalty: 5489.238770
	Iteration 30Q: 3 clusters Score -7603592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7603595.000000 Penalty: 5489.238770
	Iteration 31Q: 3 clusters Score -7603595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7603599.000000 Penalty: 5489.238770
	Iteration 32Q: 3 clusters Score -7603599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7603600.000000 Penalty: 5489.238770
	Iteration 33Q: 3 clusters Score -7603600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7603600.000000 Penalty: 5489.238770
	Iteration 34F: 3 clusters Score -7603600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Entering Unmasked Estep 
Score: -20602422.000000 Penalty: 2981.372314
	Iteration 0F: 2 clusters Score -2.060242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -20493690.000000 Penalty: 5962.744629
	Iteration 0F: 3 clusters Score -2.049369e+07 nChanged 79760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -20540864.000000 Penalty: 5962.744629
	Iteration 1F: 3 clusters Score -2.054086e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -20542618.000000 Penalty: 5962.744629
	Iteration 2Q: 3 clusters Score -2.054262e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -20545662.000000 Penalty: 5962.744629
	Iteration 3Q: 3 clusters Score -2.054566e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 107343 members 
Entering Unmasked Estep 
Score: -20551296.000000 Penalty: 5962.744629
	Iteration 4F: 3 clusters Score -2.05513e+07 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -20560882.000000 Penalty: 5962.744629
	Iteration 5F: 3 clusters Score -2.056088e+07 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 133031 members 
Entering Unmasked Estep 
Score: -20574160.000000 Penalty: 5962.744629
	Iteration 6F: 3 clusters Score -2.057416e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -20587644.000000 Penalty: 5962.744629
	Iteration 7F: 3 clusters Score -2.058764e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -20596246.000000 Penalty: 5962.744629
	Iteration 8F: 3 clusters Score -2.059625e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 158369 members 
Entering Unmasked Estep 
Score: -20600086.000000 Penalty: 5962.744629
	Iteration 9Q: 3 clusters Score -2.060009e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 160383 members 
Entering Unmasked Estep 
Score: -20601542.000000 Penalty: 5962.744629
	Iteration 10Q: 3 clusters Score -2.060154e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 161449 members 
Entering Unmasked Estep 
Score: -20601992.000000 Penalty: 5962.744629
	Iteration 11Q: 3 clusters Score -2.060199e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 162098 members 
Entering Unmasked Estep 
Score: -20602178.000000 Penalty: 5962.744629
	Iteration 12Q: 3 clusters Score -2.060218e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 162526 members 
Entering Unmasked Estep 
Score: -20602274.000000 Penalty: 5962.744629
	Iteration 13Q: 3 clusters Score -2.060227e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 162833 members 
Entering Unmasked Estep 
Score: -20602356.000000 Penalty: 5962.744629
	Iteration 14Q: 3 clusters Score -2.060236e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -20602310.000000 Penalty: 5962.744629
	Iteration 15Q: 3 clusters Score -2.060231e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -20602254.000000 Penalty: 5962.744629
	Iteration 16Q: 3 clusters Score -2.060225e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20602244.000000 Penalty: 5962.744629
	Iteration 17Q: 3 clusters Score -2.060224e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 163488 members 
Entering Unmasked Estep 
Score: -20602250.000000 Penalty: 5962.744629
	Iteration 18Q: 3 clusters Score -2.060225e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -20602254.000000 Penalty: 5962.744629
	Iteration 19Q: 3 clusters Score -2.060225e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -20602230.000000 Penalty: 5962.744629
	Iteration 20F: 3 clusters Score -2.060223e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -20602264.000000 Penalty: 5962.744629
	Iteration 21Q: 3 clusters Score -2.060226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 163779 members 
Entering Unmasked Estep 
Score: -20602236.000000 Penalty: 5962.744629
	Iteration 22Q: 3 clusters Score -2.060224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -20602222.000000 Penalty: 5962.744629
	Iteration 23Q: 3 clusters Score -2.060222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -20602232.000000 Penalty: 5962.744629
	Iteration 24Q: 3 clusters Score -2.060223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -20602192.000000 Penalty: 5962.744629
	Iteration 25Q: 3 clusters Score -2.060219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -20602192.000000 Penalty: 5962.744629
	Iteration 26Q: 3 clusters Score -2.060219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -20602190.000000 Penalty: 5962.744629
	Iteration 27Q: 3 clusters Score -2.060219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -20602190.000000 Penalty: 5962.744629
	Iteration 28Q: 3 clusters Score -2.060219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 163902 members 
Entering Unmasked Estep 
Score: -20602174.000000 Penalty: 5962.744629
	Iteration 29Q: 3 clusters Score -2.060217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -20602188.000000 Penalty: 5962.744629
	Iteration 30Q: 3 clusters Score -2.060219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -20602196.000000 Penalty: 5962.744629
	Iteration 31Q: 3 clusters Score -2.06022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 163953 members 
Entering Unmasked Estep 
Score: -20602196.000000 Penalty: 5962.744629
	Iteration 32Q: 3 clusters Score -2.06022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -20602188.000000 Penalty: 5962.744629
	Iteration 33Q: 3 clusters Score -2.060219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -20602178.000000 Penalty: 5962.744629
	Iteration 34Q: 3 clusters Score -2.060218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 164001 members 
Entering Unmasked Estep 
Score: -20602170.000000 Penalty: 5962.744629
	Iteration 35Q: 3 clusters Score -2.060217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 164020 members 
Entering Unmasked Estep 
Score: -20602176.000000 Penalty: 5962.744629
	Iteration 36Q: 3 clusters Score -2.060218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -20602186.000000 Penalty: 5962.744629
	Iteration 37Q: 3 clusters Score -2.060219e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -20602162.000000 Penalty: 5962.744629
	Iteration 38Q: 3 clusters Score -2.060216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -20602142.000000 Penalty: 5962.744629
	Iteration 39Q: 3 clusters Score -2.060214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -20602126.000000 Penalty: 5962.744629
	Iteration 40F: 3 clusters Score -2.060213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 164102 members 
Entering Unmasked Estep 
Score: -20602146.000000 Penalty: 5962.744629
	Iteration 41Q: 3 clusters Score -2.060215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -20602154.000000 Penalty: 5962.744629
	Iteration 42Q: 3 clusters Score -2.060215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 164129 members 
Entering Unmasked Estep 
Score: -20602132.000000 Penalty: 5962.744629
	Iteration 43Q: 3 clusters Score -2.060213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 164135 members 
Entering Unmasked Estep 
Score: -20602138.000000 Penalty: 5962.744629
	Iteration 44Q: 3 clusters Score -2.060214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -20602138.000000 Penalty: 5962.744629
	Iteration 45Q: 3 clusters Score -2.060214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -20602152.000000 Penalty: 5962.744629
	Iteration 46Q: 3 clusters Score -2.060215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -20602148.000000 Penalty: 5962.744629
	Iteration 47Q: 3 clusters Score -2.060215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -20602122.000000 Penalty: 5962.744629
	Iteration 48Q: 3 clusters Score -2.060212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -20602140.000000 Penalty: 5962.744629
	Iteration 49Q: 3 clusters Score -2.060214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -20602136.000000 Penalty: 5962.744629
	Iteration 50Q: 3 clusters Score -2.060214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -20602122.000000 Penalty: 5962.744629
	Iteration 51Q: 3 clusters Score -2.060212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -20602126.000000 Penalty: 5962.744629
	Iteration 52Q: 3 clusters Score -2.060213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -20602128.000000 Penalty: 5962.744629
	Iteration 53Q: 3 clusters Score -2.060213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -20602130.000000 Penalty: 5962.744629
	Iteration 54Q: 3 clusters Score -2.060213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -20602130.000000 Penalty: 5962.744629
	Iteration 55F: 3 clusters Score -2.060213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -323150.093750 Penalty: 1953.029541
	Iteration 0F: 2 clusters Score -323150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -320182.500000 Penalty: 3906.059082
	Iteration 0F: 3 clusters Score -320182.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -320792.406250 Penalty: 3906.059082
	Iteration 1F: 3 clusters Score -320792.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -320949.062500 Penalty: 3906.059082
	Iteration 2F: 3 clusters Score -320949.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -321028.031250 Penalty: 3906.059082
	Iteration 3Q: 3 clusters Score -321028 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -321077.406250 Penalty: 3906.059082
	Iteration 4Q: 3 clusters Score -321077.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -321116.437500 Penalty: 3906.059082
	Iteration 5Q: 3 clusters Score -321116.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -321165.093750 Penalty: 3906.059082
	Iteration 6Q: 3 clusters Score -321165.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321206.843750 Penalty: 3906.059082
	Iteration 7Q: 3 clusters Score -321206.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321237.875000 Penalty: 3906.059082
	Iteration 8Q: 3 clusters Score -321237.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321263.843750 Penalty: 3906.059082
	Iteration 9Q: 3 clusters Score -321263.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321295.781250 Penalty: 3906.059082
	Iteration 10Q: 3 clusters Score -321295.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321334.156250 Penalty: 3906.059082
	Iteration 11Q: 3 clusters Score -321334.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -321364.656250 Penalty: 3906.059082
	Iteration 12Q: 3 clusters Score -321364.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -321400.468750 Penalty: 3906.059082
	Iteration 13Q: 3 clusters Score -321400.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -321434.406250 Penalty: 3906.059082
	Iteration 14Q: 3 clusters Score -321434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -321457.000000 Penalty: 3906.059082
	Iteration 15Q: 3 clusters Score -321457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -321482.500000 Penalty: 3906.059082
	Iteration 16Q: 3 clusters Score -321482.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321503.312500 Penalty: 3906.059082
	Iteration 17Q: 3 clusters Score -321503.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -321519.375000 Penalty: 3906.059082
	Iteration 18Q: 3 clusters Score -321519.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321532.156250 Penalty: 3906.059082
	Iteration 19Q: 3 clusters Score -321532.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -321546.843750 Penalty: 3906.059082
	Iteration 20F: 3 clusters Score -321546.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -321557.812500 Penalty: 3906.059082
	Iteration 21Q: 3 clusters Score -321557.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -321566.875000 Penalty: 3906.059082
	Iteration 22Q: 3 clusters Score -321566.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -321574.093750 Penalty: 3906.059082
	Iteration 23Q: 3 clusters Score -321574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -321578.000000 Penalty: 3906.059082
	Iteration 24Q: 3 clusters Score -321578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -321581.875000 Penalty: 3906.059082
	Iteration 25Q: 3 clusters Score -321581.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -321584.343750 Penalty: 3906.059082
	Iteration 26Q: 3 clusters Score -321584.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321585.187500 Penalty: 3906.059082
	Iteration 27Q: 3 clusters Score -321585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321586.250000 Penalty: 3906.059082
	Iteration 28Q: 3 clusters Score -321586.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321586.250000 Penalty: 3906.059082
	Iteration 29F: 3 clusters Score -321586.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 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 343 members 
Entering Unmasked Estep 
Score: -78327.515625 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78327.52 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78568.101562 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78568.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78646.242188 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78646.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78702.023438 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78702.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78797.515625 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78797.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78991.296875 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78991.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79126.515625 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -79126.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79203.757812 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -79203.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79255.617188 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -79255.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79285.281250 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79285.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79303.257812 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79303.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79311.187500 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79311.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -79321.835938 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79321.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -79332.593750 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79332.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79342.804688 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79353.484375 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79353.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -79358.812500 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79358.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -79377.148438 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79377.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79385.093750 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -79385.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79389.976562 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -79389.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79395.179688 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -79395.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79399.171875 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -79399.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79400.796875 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -79400.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79401.695312 Penalty: 3260.545166
	Iteration 23Q: 3 clusters Score -79401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79401.695312 Penalty: 3260.545166
	Iteration 24F: 3 clusters Score -79401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (172483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Entering Unmasked Estep 
Score: -21449174.000000 Penalty: 2990.397461
	Iteration 0F: 2 clusters Score -2.144917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -21338148.000000 Penalty: 5980.794922
	Iteration 0F: 3 clusters Score -2.133815e+07 nChanged 82576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -21386362.000000 Penalty: 5980.794922
	Iteration 1F: 3 clusters Score -2.138636e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -21387586.000000 Penalty: 5980.794922
	Iteration 2Q: 3 clusters Score -2.138759e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -21389282.000000 Penalty: 5980.794922
	Iteration 3Q: 3 clusters Score -2.138928e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -21391728.000000 Penalty: 5980.794922
	Iteration 4Q: 3 clusters Score -2.139173e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -21395598.000000 Penalty: 5980.794922
	Iteration 5Q: 3 clusters Score -2.13956e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -21401978.000000 Penalty: 5980.794922
	Iteration 6F: 3 clusters Score -2.140198e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -21411798.000000 Penalty: 5980.794922
	Iteration 7F: 3 clusters Score -2.14118e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117415 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -21423180.000000 Penalty: 5980.794922
	Iteration 8F: 3 clusters Score -2.142318e+07 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122747 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -21431988.000000 Penalty: 5980.794922
	Iteration 9F: 3 clusters Score -2.143199e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126071 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -21435912.000000 Penalty: 5980.794922
	Iteration 10Q: 3 clusters Score -2.143591e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128736 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -21437594.000000 Penalty: 5980.794922
	Iteration 11Q: 3 clusters Score -2.143759e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131217 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -21438522.000000 Penalty: 5980.794922
	Iteration 12Q: 3 clusters Score -2.143852e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133604 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -21439400.000000 Penalty: 5980.794922
	Iteration 13Q: 3 clusters Score -2.14394e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136036 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -21440340.000000 Penalty: 5980.794922
	Iteration 14Q: 3 clusters Score -2.144034e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138423 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -21441230.000000 Penalty: 5980.794922
	Iteration 15Q: 3 clusters Score -2.144123e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140698 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -21441968.000000 Penalty: 5980.794922
	Iteration 16Q: 3 clusters Score -2.144197e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -21442718.000000 Penalty: 5980.794922
	Iteration 17Q: 3 clusters Score -2.144272e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145062 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -21443438.000000 Penalty: 5980.794922
	Iteration 18Q: 3 clusters Score -2.144344e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -21444218.000000 Penalty: 5980.794922
	Iteration 19Q: 3 clusters Score -2.144422e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -21444826.000000 Penalty: 5980.794922
	Iteration 20F: 3 clusters Score -2.144483e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -21445366.000000 Penalty: 5980.794922
	Iteration 21Q: 3 clusters Score -2.144537e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153368 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -21445924.000000 Penalty: 5980.794922
	Iteration 22Q: 3 clusters Score -2.144592e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155303 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -21446276.000000 Penalty: 5980.794922
	Iteration 23Q: 3 clusters Score -2.144628e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -21446654.000000 Penalty: 5980.794922
	Iteration 24Q: 3 clusters Score -2.144665e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -21446830.000000 Penalty: 5980.794922
	Iteration 25Q: 3 clusters Score -2.144683e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160361 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -21447224.000000 Penalty: 5980.794922
	Iteration 26Q: 3 clusters Score -2.144722e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161719 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -21447298.000000 Penalty: 5980.794922
	Iteration 27Q: 3 clusters Score -2.14473e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -21447496.000000 Penalty: 5980.794922
	Iteration 28Q: 3 clusters Score -2.14475e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -21447614.000000 Penalty: 5980.794922
	Iteration 29Q: 3 clusters Score -2.144761e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -21447682.000000 Penalty: 5980.794922
	Iteration 30Q: 3 clusters Score -2.144768e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165497 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -21447788.000000 Penalty: 5980.794922
	Iteration 31Q: 3 clusters Score -2.144779e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166135 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -21447766.000000 Penalty: 5980.794922
	Iteration 32Q: 3 clusters Score -2.144777e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -21447800.000000 Penalty: 5980.794922
	Iteration 33Q: 3 clusters Score -2.14478e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167058 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -21447798.000000 Penalty: 5980.794922
	Iteration 34Q: 3 clusters Score -2.14478e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167360 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -21447776.000000 Penalty: 5980.794922
	Iteration 35Q: 3 clusters Score -2.144778e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167618 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -21447776.000000 Penalty: 5980.794922
	Iteration 36Q: 3 clusters Score -2.144778e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167863 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -21447792.000000 Penalty: 5980.794922
	Iteration 37Q: 3 clusters Score -2.144779e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21447808.000000 Penalty: 5980.794922
	Iteration 38Q: 3 clusters Score -2.144781e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -21447846.000000 Penalty: 5980.794922
	Iteration 39Q: 3 clusters Score -2.144785e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21447816.000000 Penalty: 5980.794922
	Iteration 40F: 3 clusters Score -2.144782e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21447792.000000 Penalty: 5980.794922
	Iteration 41Q: 3 clusters Score -2.144779e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21447754.000000 Penalty: 5980.794922
	Iteration 42Q: 3 clusters Score -2.144775e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -21447700.000000 Penalty: 5980.794922
	Iteration 43Q: 3 clusters Score -2.14477e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168801 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -21447766.000000 Penalty: 5980.794922
	Iteration 44Q: 3 clusters Score -2.144777e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168873 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -21447780.000000 Penalty: 5980.794922
	Iteration 45Q: 3 clusters Score -2.144778e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168940 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -21447748.000000 Penalty: 5980.794922
	Iteration 46Q: 3 clusters Score -2.144775e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -21447750.000000 Penalty: 5980.794922
	Iteration 47Q: 3 clusters Score -2.144775e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -21447724.000000 Penalty: 5980.794922
	Iteration 48Q: 3 clusters Score -2.144772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169082 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21447724.000000 Penalty: 5980.794922
	Iteration 49Q: 3 clusters Score -2.144772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169107 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21447734.000000 Penalty: 5980.794922
	Iteration 50Q: 3 clusters Score -2.144773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -21447732.000000 Penalty: 5980.794922
	Iteration 51Q: 3 clusters Score -2.144773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169139 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21447764.000000 Penalty: 5980.794922
	Iteration 52Q: 3 clusters Score -2.144776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -21447778.000000 Penalty: 5980.794922
	Iteration 53Q: 3 clusters Score -2.144778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169167 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -21447770.000000 Penalty: 5980.794922
	Iteration 54Q: 3 clusters Score -2.144777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -21447788.000000 Penalty: 5980.794922
	Iteration 55Q: 3 clusters Score -2.144779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169181 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21447782.000000 Penalty: 5980.794922
	Iteration 56Q: 3 clusters Score -2.144778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -21447788.000000 Penalty: 5980.794922
	Iteration 57Q: 3 clusters Score -2.144779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21447804.000000 Penalty: 5980.794922
	Iteration 58Q: 3 clusters Score -2.14478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21447790.000000 Penalty: 5980.794922
	Iteration 59Q: 3 clusters Score -2.144779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169186 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -21447800.000000 Penalty: 5980.794922
	Iteration 60F: 3 clusters Score -2.14478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1687249.750000 Penalty: 2366.277344
	Iteration 0F: 2 clusters Score -1687250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1677049.500000 Penalty: 4732.554688
	Iteration 0F: 3 clusters Score -1677050 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1680456.500000 Penalty: 4732.554688
	Iteration 1F: 3 clusters Score -1680456 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1680914.750000 Penalty: 4732.554688
	Iteration 2F: 3 clusters Score -1680915 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1681297.875000 Penalty: 4732.554688
	Iteration 3F: 3 clusters Score -1681298 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1681690.875000 Penalty: 4732.554688
	Iteration 4F: 3 clusters Score -1681691 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1682144.625000 Penalty: 4732.554688
	Iteration 5F: 3 clusters Score -1682145 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1682712.750000 Penalty: 4732.554688
	Iteration 6F: 3 clusters Score -1682713 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1683400.000000 Penalty: 4732.554688
	Iteration 7F: 3 clusters Score -1683400 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1683994.500000 Penalty: 4732.554688
	Iteration 8F: 3 clusters Score -1683994 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1684430.750000 Penalty: 4732.554688
	Iteration 9Q: 3 clusters Score -1684431 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1684744.625000 Penalty: 4732.554688
	Iteration 10Q: 3 clusters Score -1684745 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1684970.000000 Penalty: 4732.554688
	Iteration 11Q: 3 clusters Score -1684970 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1685166.875000 Penalty: 4732.554688
	Iteration 12Q: 3 clusters Score -1685167 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1685337.625000 Penalty: 4732.554688
	Iteration 13Q: 3 clusters Score -1685338 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1685448.750000 Penalty: 4732.554688
	Iteration 14Q: 3 clusters Score -1685449 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1685539.625000 Penalty: 4732.554688
	Iteration 15Q: 3 clusters Score -1685540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1685615.375000 Penalty: 4732.554688
	Iteration 16Q: 3 clusters Score -1685615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1685655.000000 Penalty: 4732.554688
	Iteration 17Q: 3 clusters Score -1685655 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1685711.500000 Penalty: 4732.554688
	Iteration 18Q: 3 clusters Score -1685712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1685753.250000 Penalty: 4732.554688
	Iteration 19Q: 3 clusters Score -1685753 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1685805.875000 Penalty: 4732.554688
	Iteration 20F: 3 clusters Score -1685806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1685851.125000 Penalty: 4732.554688
	Iteration 21Q: 3 clusters Score -1685851 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1685883.875000 Penalty: 4732.554688
	Iteration 22Q: 3 clusters Score -1685884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1685914.625000 Penalty: 4732.554688
	Iteration 23Q: 3 clusters Score -1685915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1685943.875000 Penalty: 4732.554688
	Iteration 24Q: 3 clusters Score -1685944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1685972.625000 Penalty: 4732.554688
	Iteration 25Q: 3 clusters Score -1685973 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1685986.375000 Penalty: 4732.554688
	Iteration 26Q: 3 clusters Score -1685986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1685997.500000 Penalty: 4732.554688
	Iteration 27Q: 3 clusters Score -1685998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1686010.125000 Penalty: 4732.554688
	Iteration 28Q: 3 clusters Score -1686010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1686020.500000 Penalty: 4732.554688
	Iteration 29Q: 3 clusters Score -1686020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1686028.625000 Penalty: 4732.554688
	Iteration 30Q: 3 clusters Score -1686029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1686032.500000 Penalty: 4732.554688
	Iteration 31Q: 3 clusters Score -1686032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1686046.875000 Penalty: 4732.554688
	Iteration 32Q: 3 clusters Score -1686047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1686055.375000 Penalty: 4732.554688
	Iteration 33Q: 3 clusters Score -1686055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1686062.000000 Penalty: 4732.554688
	Iteration 34Q: 3 clusters Score -1686062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1686072.625000 Penalty: 4732.554688
	Iteration 35Q: 3 clusters Score -1686073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1686073.625000 Penalty: 4732.554688
	Iteration 36Q: 3 clusters Score -1686074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1686082.000000 Penalty: 4732.554688
	Iteration 37Q: 3 clusters Score -1686082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1686087.125000 Penalty: 4732.554688
	Iteration 38Q: 3 clusters Score -1686087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1686090.125000 Penalty: 4732.554688
	Iteration 39Q: 3 clusters Score -1686090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1686095.250000 Penalty: 4732.554688
	Iteration 40F: 3 clusters Score -1686095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1686097.750000 Penalty: 4732.554688
	Iteration 41Q: 3 clusters Score -1686098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1686099.375000 Penalty: 4732.554688
	Iteration 42Q: 3 clusters Score -1686099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1686105.125000 Penalty: 4732.554688
	Iteration 43Q: 3 clusters Score -1686105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1686110.625000 Penalty: 4732.554688
	Iteration 44Q: 3 clusters Score -1686111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1686114.625000 Penalty: 4732.554688
	Iteration 45Q: 3 clusters Score -1686115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1686113.000000 Penalty: 4732.554688
	Iteration 46Q: 3 clusters Score -1686113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1686114.125000 Penalty: 4732.554688
	Iteration 47Q: 3 clusters Score -1686114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1686115.375000 Penalty: 4732.554688
	Iteration 48Q: 3 clusters Score -1686115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1686112.125000 Penalty: 4732.554688
	Iteration 49Q: 3 clusters Score -1686112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1686115.125000 Penalty: 4732.554688
	Iteration 50Q: 3 clusters Score -1686115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1686114.125000 Penalty: 4732.554688
	Iteration 51Q: 3 clusters Score -1686114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1686112.500000 Penalty: 4732.554688
	Iteration 52Q: 3 clusters Score -1686112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1686111.875000 Penalty: 4732.554688
	Iteration 53Q: 3 clusters Score -1686112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1686111.875000 Penalty: 4732.554688
	Iteration 54F: 3 clusters Score -1686112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Entering Unmasked Estep 
Score: -565166.062500 Penalty: 2106.340820
	Iteration 0F: 2 clusters Score -565166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -560682.687500 Penalty: 4212.681641
	Iteration 0F: 3 clusters Score -560682.7 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -561778.062500 Penalty: 4212.681641
	Iteration 1F: 3 clusters Score -561778.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -562055.937500 Penalty: 4212.681641
	Iteration 2F: 3 clusters Score -562055.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -562269.250000 Penalty: 4212.681641
	Iteration 3F: 3 clusters Score -562269.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -562448.375000 Penalty: 4212.681641
	Iteration 4Q: 3 clusters Score -562448.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -562606.687500 Penalty: 4212.681641
	Iteration 5Q: 3 clusters Score -562606.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -562740.625000 Penalty: 4212.681641
	Iteration 6Q: 3 clusters Score -562740.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -562853.000000 Penalty: 4212.681641
	Iteration 7Q: 3 clusters Score -562853 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -562972.812500 Penalty: 4212.681641
	Iteration 8Q: 3 clusters Score -562972.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -563080.375000 Penalty: 4212.681641
	Iteration 9Q: 3 clusters Score -563080.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -563159.687500 Penalty: 4212.681641
	Iteration 10Q: 3 clusters Score -563159.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -563221.062500 Penalty: 4212.681641
	Iteration 11Q: 3 clusters Score -563221.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -563278.687500 Penalty: 4212.681641
	Iteration 12Q: 3 clusters Score -563278.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -563329.500000 Penalty: 4212.681641
	Iteration 13Q: 3 clusters Score -563329.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -563371.125000 Penalty: 4212.681641
	Iteration 14Q: 3 clusters Score -563371.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -563406.812500 Penalty: 4212.681641
	Iteration 15Q: 3 clusters Score -563406.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -563446.750000 Penalty: 4212.681641
	Iteration 16Q: 3 clusters Score -563446.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -563480.437500 Penalty: 4212.681641
	Iteration 17Q: 3 clusters Score -563480.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -563510.000000 Penalty: 4212.681641
	Iteration 18Q: 3 clusters Score -563510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -563539.812500 Penalty: 4212.681641
	Iteration 19Q: 3 clusters Score -563539.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -563561.312500 Penalty: 4212.681641
	Iteration 20F: 3 clusters Score -563561.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -563582.812500 Penalty: 4212.681641
	Iteration 21Q: 3 clusters Score -563582.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -563603.812500 Penalty: 4212.681641
	Iteration 22Q: 3 clusters Score -563603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -563611.250000 Penalty: 4212.681641
	Iteration 23Q: 3 clusters Score -563611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -563615.500000 Penalty: 4212.681641
	Iteration 24Q: 3 clusters Score -563615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -563625.000000 Penalty: 4212.681641
	Iteration 25Q: 3 clusters Score -563625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -563629.500000 Penalty: 4212.681641
	Iteration 26Q: 3 clusters Score -563629.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -563637.375000 Penalty: 4212.681641
	Iteration 27Q: 3 clusters Score -563637.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -563645.625000 Penalty: 4212.681641
	Iteration 28Q: 3 clusters Score -563645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -563651.875000 Penalty: 4212.681641
	Iteration 29Q: 3 clusters Score -563651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -563656.312500 Penalty: 4212.681641
	Iteration 30Q: 3 clusters Score -563656.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -563659.812500 Penalty: 4212.681641
	Iteration 31Q: 3 clusters Score -563659.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -563667.125000 Penalty: 4212.681641
	Iteration 32Q: 3 clusters Score -563667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -563671.125000 Penalty: 4212.681641
	Iteration 33Q: 3 clusters Score -563671.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -563677.000000 Penalty: 4212.681641
	Iteration 34Q: 3 clusters Score -563677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -563682.687500 Penalty: 4212.681641
	Iteration 35Q: 3 clusters Score -563682.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -563687.250000 Penalty: 4212.681641
	Iteration 36Q: 3 clusters Score -563687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -563691.312500 Penalty: 4212.681641
	Iteration 37Q: 3 clusters Score -563691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -563694.062500 Penalty: 4212.681641
	Iteration 38Q: 3 clusters Score -563694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -563697.062500 Penalty: 4212.681641
	Iteration 39Q: 3 clusters Score -563697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -563700.062500 Penalty: 4212.681641
	Iteration 40F: 3 clusters Score -563700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -563700.812500 Penalty: 4212.681641
	Iteration 41Q: 3 clusters Score -563700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -563701.250000 Penalty: 4212.681641
	Iteration 42Q: 3 clusters Score -563701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -563701.937500 Penalty: 4212.681641
	Iteration 43Q: 3 clusters Score -563701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -563703.625000 Penalty: 4212.681641
	Iteration 44Q: 3 clusters Score -563703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -563703.500000 Penalty: 4212.681641
	Iteration 45Q: 3 clusters Score -563703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -563704.562500 Penalty: 4212.681641
	Iteration 46Q: 3 clusters Score -563704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -563705.000000 Penalty: 4212.681641
	Iteration 47Q: 3 clusters Score -563705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -563704.750000 Penalty: 4212.681641
	Iteration 48Q: 3 clusters Score -563704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -563704.562500 Penalty: 4212.681641
	Iteration 49Q: 3 clusters Score -563704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -563704.562500 Penalty: 4212.681641
	Iteration 50F: 3 clusters Score -563704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -10362663.000000 Penalty: 2811.309570
	Iteration 0F: 2 clusters Score -1.036266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -10306659.000000 Penalty: 5622.619141
	Iteration 0F: 3 clusters Score -1.030666e+07 nChanged 39179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -10328789.000000 Penalty: 5622.619141
	Iteration 1F: 3 clusters Score -1.032879e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -10329526.000000 Penalty: 5622.619141
	Iteration 2Q: 3 clusters Score -1.032953e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -10330425.000000 Penalty: 5622.619141
	Iteration 3Q: 3 clusters Score -1.033042e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -10331561.000000 Penalty: 5622.619141
	Iteration 4Q: 3 clusters Score -1.033156e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -10333147.000000 Penalty: 5622.619141
	Iteration 5Q: 3 clusters Score -1.033315e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -10335615.000000 Penalty: 5622.619141
	Iteration 6F: 3 clusters Score -1.033562e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -10339464.000000 Penalty: 5622.619141
	Iteration 7F: 3 clusters Score -1.033946e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -10344786.000000 Penalty: 5622.619141
	Iteration 8F: 3 clusters Score -1.034479e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -10350411.000000 Penalty: 5622.619141
	Iteration 9F: 3 clusters Score -1.035041e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -10355061.000000 Penalty: 5622.619141
	Iteration 10F: 3 clusters Score -1.035506e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10357902.000000 Penalty: 5622.619141
	Iteration 11Q: 3 clusters Score -1.03579e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10359237.000000 Penalty: 5622.619141
	Iteration 12Q: 3 clusters Score -1.035924e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10359821.000000 Penalty: 5622.619141
	Iteration 13Q: 3 clusters Score -1.035982e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10360046.000000 Penalty: 5622.619141
	Iteration 14Q: 3 clusters Score -1.036005e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10360132.000000 Penalty: 5622.619141
	Iteration 15Q: 3 clusters Score -1.036013e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10360202.000000 Penalty: 5622.619141
	Iteration 16Q: 3 clusters Score -1.03602e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10360277.000000 Penalty: 5622.619141
	Iteration 17Q: 3 clusters Score -1.036028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10360275.000000 Penalty: 5622.619141
	Iteration 18Q: 3 clusters Score -1.036028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10360301.000000 Penalty: 5622.619141
	Iteration 19Q: 3 clusters Score -1.03603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10360310.000000 Penalty: 5622.619141
	Iteration 20F: 3 clusters Score -1.036031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10360307.000000 Penalty: 5622.619141
	Iteration 21Q: 3 clusters Score -1.036031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10360312.000000 Penalty: 5622.619141
	Iteration 22Q: 3 clusters Score -1.036031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10360319.000000 Penalty: 5622.619141
	Iteration 23Q: 3 clusters Score -1.036032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10360320.000000 Penalty: 5622.619141
	Iteration 24Q: 3 clusters Score -1.036032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10360326.000000 Penalty: 5622.619141
	Iteration 25Q: 3 clusters Score -1.036033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10360323.000000 Penalty: 5622.619141
	Iteration 26Q: 3 clusters Score -1.036032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10360324.000000 Penalty: 5622.619141
	Iteration 27Q: 3 clusters Score -1.036032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10360324.000000 Penalty: 5622.619141
	Iteration 28F: 3 clusters Score -1.036032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Entering Unmasked Estep 
Score: -3371868.500000 Penalty: 2547.973145
	Iteration 0F: 2 clusters Score -3371868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3351918.250000 Penalty: 5095.946289
	Iteration 0F: 3 clusters Score -3351918 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3359187.250000 Penalty: 5095.946289
	Iteration 1F: 3 clusters Score -3359187 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3359846.250000 Penalty: 5095.946289
	Iteration 2F: 3 clusters Score -3359846 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3360448.250000 Penalty: 5095.946289
	Iteration 3Q: 3 clusters Score -3360448 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3361076.250000 Penalty: 5095.946289
	Iteration 4Q: 3 clusters Score -3361076 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3361927.750000 Penalty: 5095.946289
	Iteration 5F: 3 clusters Score -3361928 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3362944.000000 Penalty: 5095.946289
	Iteration 6F: 3 clusters Score -3362944 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3364081.000000 Penalty: 5095.946289
	Iteration 7F: 3 clusters Score -3364081 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3365297.500000 Penalty: 5095.946289
	Iteration 8F: 3 clusters Score -3365298 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3366440.750000 Penalty: 5095.946289
	Iteration 9F: 3 clusters Score -3366441 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -3367377.000000 Penalty: 5095.946289
	Iteration 10Q: 3 clusters Score -3367377 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3368119.000000 Penalty: 5095.946289
	Iteration 11Q: 3 clusters Score -3368119 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3368722.000000 Penalty: 5095.946289
	Iteration 12Q: 3 clusters Score -3368722 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3369184.250000 Penalty: 5095.946289
	Iteration 13Q: 3 clusters Score -3369184 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3369536.250000 Penalty: 5095.946289
	Iteration 14Q: 3 clusters Score -3369536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3369806.000000 Penalty: 5095.946289
	Iteration 15Q: 3 clusters Score -3369806 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3369997.000000 Penalty: 5095.946289
	Iteration 16Q: 3 clusters Score -3369997 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3370180.750000 Penalty: 5095.946289
	Iteration 17Q: 3 clusters Score -3370181 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3370329.750000 Penalty: 5095.946289
	Iteration 18Q: 3 clusters Score -3370330 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3370466.750000 Penalty: 5095.946289
	Iteration 19Q: 3 clusters Score -3370467 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3370549.750000 Penalty: 5095.946289
	Iteration 20F: 3 clusters Score -3370550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3370628.000000 Penalty: 5095.946289
	Iteration 21Q: 3 clusters Score -3370628 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3370694.750000 Penalty: 5095.946289
	Iteration 22Q: 3 clusters Score -3370695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3370756.500000 Penalty: 5095.946289
	Iteration 23Q: 3 clusters Score -3370756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3370820.500000 Penalty: 5095.946289
	Iteration 24Q: 3 clusters Score -3370820 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3370879.000000 Penalty: 5095.946289
	Iteration 25Q: 3 clusters Score -3370879 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3370925.750000 Penalty: 5095.946289
	Iteration 26Q: 3 clusters Score -3370926 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3370971.750000 Penalty: 5095.946289
	Iteration 27Q: 3 clusters Score -3370972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3371013.250000 Penalty: 5095.946289
	Iteration 28Q: 3 clusters Score -3371013 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3371049.500000 Penalty: 5095.946289
	Iteration 29Q: 3 clusters Score -3371050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3371083.000000 Penalty: 5095.946289
	Iteration 30Q: 3 clusters Score -3371083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3371114.250000 Penalty: 5095.946289
	Iteration 31Q: 3 clusters Score -3371114 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3371147.250000 Penalty: 5095.946289
	Iteration 32Q: 3 clusters Score -3371147 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3371178.500000 Penalty: 5095.946289
	Iteration 33Q: 3 clusters Score -3371178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3371201.250000 Penalty: 5095.946289
	Iteration 34Q: 3 clusters Score -3371201 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3371222.250000 Penalty: 5095.946289
	Iteration 35Q: 3 clusters Score -3371222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3371228.500000 Penalty: 5095.946289
	Iteration 36Q: 3 clusters Score -3371228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3371252.250000 Penalty: 5095.946289
	Iteration 37Q: 3 clusters Score -3371252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3371288.750000 Penalty: 5095.946289
	Iteration 38Q: 3 clusters Score -3371289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3371316.250000 Penalty: 5095.946289
	Iteration 39Q: 3 clusters Score -3371316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3371352.500000 Penalty: 5095.946289
	Iteration 40F: 3 clusters Score -3371352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3371372.250000 Penalty: 5095.946289
	Iteration 41Q: 3 clusters Score -3371372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3371395.250000 Penalty: 5095.946289
	Iteration 42Q: 3 clusters Score -3371395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3371428.250000 Penalty: 5095.946289
	Iteration 43Q: 3 clusters Score -3371428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3371458.000000 Penalty: 5095.946289
	Iteration 44Q: 3 clusters Score -3371458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3371477.000000 Penalty: 5095.946289
	Iteration 45Q: 3 clusters Score -3371477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3371495.250000 Penalty: 5095.946289
	Iteration 46Q: 3 clusters Score -3371495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -3371504.250000 Penalty: 5095.946289
	Iteration 47Q: 3 clusters Score -3371504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3371507.750000 Penalty: 5095.946289
	Iteration 48Q: 3 clusters Score -3371508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3371515.750000 Penalty: 5095.946289
	Iteration 49Q: 3 clusters Score -3371516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -3371529.750000 Penalty: 5095.946289
	Iteration 50Q: 3 clusters Score -3371530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -3371544.500000 Penalty: 5095.946289
	Iteration 51Q: 3 clusters Score -3371544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3371549.250000 Penalty: 5095.946289
	Iteration 52Q: 3 clusters Score -3371549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3371552.500000 Penalty: 5095.946289
	Iteration 53Q: 3 clusters Score -3371552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3371547.500000 Penalty: 5095.946289
	Iteration 54Q: 3 clusters Score -3371548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3371555.500000 Penalty: 5095.946289
	Iteration 55Q: 3 clusters Score -3371556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3371553.000000 Penalty: 5095.946289
	Iteration 56Q: 3 clusters Score -3371553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3371553.000000 Penalty: 5095.946289
	Iteration 57F: 3 clusters Score -3371553 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: -2086582.625000 Penalty: 2415.555908
	Iteration 0F: 2 clusters Score -2086583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2074399.625000 Penalty: 4831.111816
	Iteration 0F: 3 clusters Score -2074400 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2078396.375000 Penalty: 4831.111816
	Iteration 1F: 3 clusters Score -2078396 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2078715.375000 Penalty: 4831.111816
	Iteration 2F: 3 clusters Score -2078715 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2078966.000000 Penalty: 4831.111816
	Iteration 3Q: 3 clusters Score -2078966 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2079180.000000 Penalty: 4831.111816
	Iteration 4Q: 3 clusters Score -2079180 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2079385.000000 Penalty: 4831.111816
	Iteration 5Q: 3 clusters Score -2079385 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2079572.875000 Penalty: 4831.111816
	Iteration 6Q: 3 clusters Score -2079573 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2079774.250000 Penalty: 4831.111816
	Iteration 7Q: 3 clusters Score -2079774 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2080041.250000 Penalty: 4831.111816
	Iteration 8Q: 3 clusters Score -2080041 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2080407.750000 Penalty: 4831.111816
	Iteration 9Q: 3 clusters Score -2080408 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2080905.375000 Penalty: 4831.111816
	Iteration 10Q: 3 clusters Score -2080905 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2081528.000000 Penalty: 4831.111816
	Iteration 11F: 3 clusters Score -2081528 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2082187.125000 Penalty: 4831.111816
	Iteration 12Q: 3 clusters Score -2082187 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2082825.250000 Penalty: 4831.111816
	Iteration 13Q: 3 clusters Score -2082825 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2083348.250000 Penalty: 4831.111816
	Iteration 14Q: 3 clusters Score -2083348 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2083740.625000 Penalty: 4831.111816
	Iteration 15Q: 3 clusters Score -2083741 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2083986.750000 Penalty: 4831.111816
	Iteration 16Q: 3 clusters Score -2083987 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2084159.750000 Penalty: 4831.111816
	Iteration 17Q: 3 clusters Score -2084160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2084283.375000 Penalty: 4831.111816
	Iteration 18Q: 3 clusters Score -2084283 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2084349.500000 Penalty: 4831.111816
	Iteration 19Q: 3 clusters Score -2084350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2084386.000000 Penalty: 4831.111816
	Iteration 20F: 3 clusters Score -2084386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2084415.375000 Penalty: 4831.111816
	Iteration 21Q: 3 clusters Score -2084415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2084443.125000 Penalty: 4831.111816
	Iteration 22Q: 3 clusters Score -2084443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2084466.750000 Penalty: 4831.111816
	Iteration 23Q: 3 clusters Score -2084467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2084479.250000 Penalty: 4831.111816
	Iteration 24Q: 3 clusters Score -2084479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2084485.625000 Penalty: 4831.111816
	Iteration 25Q: 3 clusters Score -2084486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2084494.125000 Penalty: 4831.111816
	Iteration 26Q: 3 clusters Score -2084494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2084496.125000 Penalty: 4831.111816
	Iteration 27Q: 3 clusters Score -2084496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2084498.750000 Penalty: 4831.111816
	Iteration 28Q: 3 clusters Score -2084499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2084504.375000 Penalty: 4831.111816
	Iteration 29Q: 3 clusters Score -2084504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2084510.000000 Penalty: 4831.111816
	Iteration 30Q: 3 clusters Score -2084510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2084506.875000 Penalty: 4831.111816
	Iteration 31Q: 3 clusters Score -2084507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2084509.625000 Penalty: 4831.111816
	Iteration 32Q: 3 clusters Score -2084510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2084509.000000 Penalty: 4831.111816
	Iteration 33Q: 3 clusters Score -2084509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2084509.000000 Penalty: 4831.111816
	Iteration 34F: 3 clusters Score -2084509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Entering Unmasked Estep 
Score: -19962462.000000 Penalty: 2976.311035
	Iteration 0F: 2 clusters Score -1.996246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -19855540.000000 Penalty: 5952.622070
	Iteration 0F: 3 clusters Score -1.985554e+07 nChanged 77803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -19900524.000000 Penalty: 5952.622070
	Iteration 1F: 3 clusters Score -1.990052e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -19901502.000000 Penalty: 5952.622070
	Iteration 2Q: 3 clusters Score -1.99015e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -19902860.000000 Penalty: 5952.622070
	Iteration 3Q: 3 clusters Score -1.990286e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -19904984.000000 Penalty: 5952.622070
	Iteration 4Q: 3 clusters Score -1.990498e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -19908714.000000 Penalty: 5952.622070
	Iteration 5Q: 3 clusters Score -1.990871e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101790 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -19914116.000000 Penalty: 5952.622070
	Iteration 6Q: 3 clusters Score -1.991412e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109102 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -19921378.000000 Penalty: 5952.622070
	Iteration 7F: 3 clusters Score -1.992138e+07 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -19929144.000000 Penalty: 5952.622070
	Iteration 8F: 3 clusters Score -1.992914e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124270 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -19935986.000000 Penalty: 5952.622070
	Iteration 9F: 3 clusters Score -1.993599e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130969 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -19941430.000000 Penalty: 5952.622070
	Iteration 10Q: 3 clusters Score -1.994143e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136797 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -19945964.000000 Penalty: 5952.622070
	Iteration 11Q: 3 clusters Score -1.994596e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -19949398.000000 Penalty: 5952.622070
	Iteration 12Q: 3 clusters Score -1.99494e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146743 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -19952332.000000 Penalty: 5952.622070
	Iteration 13Q: 3 clusters Score -1.995233e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150701 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -19954700.000000 Penalty: 5952.622070
	Iteration 14Q: 3 clusters Score -1.99547e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -19956460.000000 Penalty: 5952.622070
	Iteration 15Q: 3 clusters Score -1.995646e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -19957542.000000 Penalty: 5952.622070
	Iteration 16Q: 3 clusters Score -1.995754e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158084 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -19958354.000000 Penalty: 5952.622070
	Iteration 17Q: 3 clusters Score -1.995835e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159329 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -19958926.000000 Penalty: 5952.622070
	Iteration 18Q: 3 clusters Score -1.995893e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -19959234.000000 Penalty: 5952.622070
	Iteration 19Q: 3 clusters Score -1.995923e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -19959512.000000 Penalty: 5952.622070
	Iteration 20F: 3 clusters Score -1.995951e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161127 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19959620.000000 Penalty: 5952.622070
	Iteration 21Q: 3 clusters Score -1.995962e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161390 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -19959746.000000 Penalty: 5952.622070
	Iteration 22Q: 3 clusters Score -1.995975e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161584 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19959868.000000 Penalty: 5952.622070
	Iteration 23Q: 3 clusters Score -1.995987e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161720 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19959880.000000 Penalty: 5952.622070
	Iteration 24Q: 3 clusters Score -1.995988e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19959908.000000 Penalty: 5952.622070
	Iteration 25Q: 3 clusters Score -1.995991e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161891 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19959952.000000 Penalty: 5952.622070
	Iteration 26Q: 3 clusters Score -1.995995e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161940 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19959992.000000 Penalty: 5952.622070
	Iteration 27Q: 3 clusters Score -1.995999e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161976 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -19960002.000000 Penalty: 5952.622070
	Iteration 28Q: 3 clusters Score -1.996e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19960038.000000 Penalty: 5952.622070
	Iteration 29Q: 3 clusters Score -1.996004e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162039 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19960080.000000 Penalty: 5952.622070
	Iteration 30Q: 3 clusters Score -1.996008e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162066 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -19960076.000000 Penalty: 5952.622070
	Iteration 31Q: 3 clusters Score -1.996008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19960072.000000 Penalty: 5952.622070
	Iteration 32Q: 3 clusters Score -1.996007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -19960078.000000 Penalty: 5952.622070
	Iteration 33Q: 3 clusters Score -1.996008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19960096.000000 Penalty: 5952.622070
	Iteration 34Q: 3 clusters Score -1.99601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -19960102.000000 Penalty: 5952.622070
	Iteration 35Q: 3 clusters Score -1.99601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162150 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -19960116.000000 Penalty: 5952.622070
	Iteration 36Q: 3 clusters Score -1.996012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -19960120.000000 Penalty: 5952.622070
	Iteration 37Q: 3 clusters Score -1.996012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -19960126.000000 Penalty: 5952.622070
	Iteration 38Q: 3 clusters Score -1.996013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -19960132.000000 Penalty: 5952.622070
	Iteration 39Q: 3 clusters Score -1.996013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -19960136.000000 Penalty: 5952.622070
	Iteration 40F: 3 clusters Score -1.996014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162181 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19960142.000000 Penalty: 5952.622070
	Iteration 41Q: 3 clusters Score -1.996014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19960138.000000 Penalty: 5952.622070
	Iteration 42Q: 3 clusters Score -1.996014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19960134.000000 Penalty: 5952.622070
	Iteration 43Q: 3 clusters Score -1.996013e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162185 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19960140.000000 Penalty: 5952.622070
	Iteration 44Q: 3 clusters Score -1.996014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19960136.000000 Penalty: 5952.622070
	Iteration 45Q: 3 clusters Score -1.996014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19960136.000000 Penalty: 5952.622070
	Iteration 46F: 3 clusters Score -1.996014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -126539.210938 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -126539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -124518.492188 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -124518.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -124815.531250 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -124815.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -124897.992188 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -124898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -124974.148438 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -124974.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125025.859375 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -125025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125053.109375 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -125053.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125084.265625 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -125084.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125103.804688 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -125103.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125127.226562 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -125127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125141.835938 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -125141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125150.859375 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -125150.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125159.703125 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -125159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125162.625000 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -125162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125163.406250 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -125163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125163.406250 Penalty: 3479.793213
	Iteration 14F: 3 clusters Score -125163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Entering Unmasked Estep 
Score: -5944608.000000 Penalty: 2675.146973
	Iteration 0F: 2 clusters Score -5944608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -5912196.500000 Penalty: 5350.293945
	Iteration 0F: 3 clusters Score -5912196 nChanged 22132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -5924355.500000 Penalty: 5350.293945
	Iteration 1F: 3 clusters Score -5924356 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5925072.500000 Penalty: 5350.293945
	Iteration 2Q: 3 clusters Score -5925072 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -5925948.000000 Penalty: 5350.293945
	Iteration 3Q: 3 clusters Score -5925948 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -5927263.500000 Penalty: 5350.293945
	Iteration 4F: 3 clusters Score -5927264 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -5929412.000000 Penalty: 5350.293945
	Iteration 5F: 3 clusters Score -5929412 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5932669.500000 Penalty: 5350.293945
	Iteration 6F: 3 clusters Score -5932670 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -5936675.500000 Penalty: 5350.293945
	Iteration 7F: 3 clusters Score -5936676 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5939961.000000 Penalty: 5350.293945
	Iteration 8F: 3 clusters Score -5939961 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -5941461.000000 Penalty: 5350.293945
	Iteration 9Q: 3 clusters Score -5941461 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -5941923.000000 Penalty: 5350.293945
	Iteration 10Q: 3 clusters Score -5941923 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -5942073.000000 Penalty: 5350.293945
	Iteration 11Q: 3 clusters Score -5942073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -5942152.000000 Penalty: 5350.293945
	Iteration 12Q: 3 clusters Score -5942152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -5942168.000000 Penalty: 5350.293945
	Iteration 13Q: 3 clusters Score -5942168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -5942179.000000 Penalty: 5350.293945
	Iteration 14Q: 3 clusters Score -5942179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -5942191.500000 Penalty: 5350.293945
	Iteration 15Q: 3 clusters Score -5942192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -5942201.500000 Penalty: 5350.293945
	Iteration 16Q: 3 clusters Score -5942202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -5942210.500000 Penalty: 5350.293945
	Iteration 17Q: 3 clusters Score -5942210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -5942222.500000 Penalty: 5350.293945
	Iteration 18Q: 3 clusters Score -5942222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -5942226.500000 Penalty: 5350.293945
	Iteration 19Q: 3 clusters Score -5942226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5942226.000000 Penalty: 5350.293945
	Iteration 20F: 3 clusters Score -5942226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -5942234.500000 Penalty: 5350.293945
	Iteration 21Q: 3 clusters Score -5942234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5942243.000000 Penalty: 5350.293945
	Iteration 22Q: 3 clusters Score -5942243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5942241.500000 Penalty: 5350.293945
	Iteration 23Q: 3 clusters Score -5942242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -5942241.500000 Penalty: 5350.293945
	Iteration 24F: 3 clusters Score -5942242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 70802 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 185818 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 170345 members 
Mstep: Class 7 contains 53428 members 
Mstep: Class 8 contains 130040 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 729 members 
Mstep: Class 12 contains 192987 members 
Mstep: Class 13 contains 64024 members 
Mstep: Class 14 contains 166319 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172483 members 
Mstep: Class 18 contains 13925 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 83778 members 
Mstep: Class 21 contains 28972 members 
Mstep: Class 22 contains 16986 members 
Mstep: Class 23 contains 162959 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 48382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680176.000000 Penalty: 88616.031250
Iteration 199Q: 26 clusters Score -1.946802e+08 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 70879 members 
Mstep: Class 3 contains 3765 members 
Mstep: Class 4 contains 185852 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 170418 members 
Mstep: Class 7 contains 53511 members 
Mstep: Class 8 contains 130276 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193050 members 
Mstep: Class 13 contains 64009 members 
Mstep: Class 14 contains 166326 members 
Mstep: Class 15 contains 2631 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172402 members 
Mstep: Class 18 contains 13942 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 83944 members 
Mstep: Class 21 contains 28972 members 
Mstep: Class 22 contains 17035 members 
Mstep: Class 23 contains 162908 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 47616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 200F: 26 clusters Score -1.9468e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 70948 members 
Mstep: Class 3 contains 3766 members 
Mstep: Class 4 contains 185892 members 
Mstep: Class 5 contains 1378 members 
Mstep: Class 6 contains 170470 members 
Mstep: Class 7 contains 53575 members 
Mstep: Class 8 contains 130491 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193170 members 
Mstep: Class 13 contains 64019 members 
Mstep: Class 14 contains 166352 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172364 members 
Mstep: Class 18 contains 13958 members 
Mstep: Class 19 contains 4876 members 
Mstep: Class 20 contains 84086 members 
Mstep: Class 21 contains 28965 members 
Mstep: Class 22 contains 17092 members 
Mstep: Class 23 contains 162811 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 46811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679776.000000 Penalty: 88616.031250
Iteration 201Q: 26 clusters Score -1.946798e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 71027 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 185921 members 
Mstep: Class 5 contains 1377 members 
Mstep: Class 6 contains 170469 members 
Mstep: Class 7 contains 53622 members 
Mstep: Class 8 contains 130704 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193262 members 
Mstep: Class 13 contains 64039 members 
Mstep: Class 14 contains 166370 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172372 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 19 contains 4872 members 
Mstep: Class 20 contains 84228 members 
Mstep: Class 21 contains 28950 members 
Mstep: Class 22 contains 17129 members 
Mstep: Class 23 contains 162753 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 46059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679712.000000 Penalty: 88616.031250
Iteration 202Q: 26 clusters Score -1.946797e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 71107 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 185957 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 170518 members 
Mstep: Class 7 contains 53670 members 
Mstep: Class 8 contains 130930 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193352 members 
Mstep: Class 13 contains 64041 members 
Mstep: Class 14 contains 166374 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172376 members 
Mstep: Class 18 contains 13960 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 84362 members 
Mstep: Class 21 contains 28936 members 
Mstep: Class 22 contains 17180 members 
Mstep: Class 23 contains 162691 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 45320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679312.000000 Penalty: 88616.031250
Iteration 203Q: 26 clusters Score -1.946793e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 71189 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 185976 members 
Mstep: Class 5 contains 1374 members 
Mstep: Class 6 contains 170558 members 
Mstep: Class 7 contains 53695 members 
Mstep: Class 8 contains 131148 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193433 members 
Mstep: Class 13 contains 64074 members 
Mstep: Class 14 contains 166388 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172354 members 
Mstep: Class 18 contains 13961 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 84518 members 
Mstep: Class 21 contains 28924 members 
Mstep: Class 22 contains 17214 members 
Mstep: Class 23 contains 162623 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 44608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679696.000000 Penalty: 88616.031250
Iteration 204Q: 26 clusters Score -1.946797e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 71264 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186015 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170587 members 
Mstep: Class 7 contains 53727 members 
Mstep: Class 8 contains 131352 members 
Mstep: Class 9 contains 6905 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193565 members 
Mstep: Class 13 contains 64086 members 
Mstep: Class 14 contains 166371 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172334 members 
Mstep: Class 18 contains 13968 members 
Mstep: Class 19 contains 4869 members 
Mstep: Class 20 contains 84647 members 
Mstep: Class 21 contains 28910 members 
Mstep: Class 22 contains 17250 members 
Mstep: Class 23 contains 162543 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 43929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679152.000000 Penalty: 88616.031250
Iteration 205Q: 26 clusters Score -1.946792e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 71337 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186022 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170587 members 
Mstep: Class 7 contains 53759 members 
Mstep: Class 8 contains 131538 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193707 members 
Mstep: Class 13 contains 64108 members 
Mstep: Class 14 contains 166353 members 
Mstep: Class 15 contains 2638 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172320 members 
Mstep: Class 18 contains 13966 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 84782 members 
Mstep: Class 21 contains 28901 members 
Mstep: Class 22 contains 17288 members 
Mstep: Class 23 contains 162502 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 43254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679200.000000 Penalty: 88616.031250
Iteration 206Q: 26 clusters Score -1.946792e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 71391 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186049 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170596 members 
Mstep: Class 7 contains 53788 members 
Mstep: Class 8 contains 131687 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 193868 members 
Mstep: Class 13 contains 64124 members 
Mstep: Class 14 contains 166348 members 
Mstep: Class 15 contains 2637 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172284 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 20 contains 84914 members 
Mstep: Class 21 contains 28903 members 
Mstep: Class 22 contains 17313 members 
Mstep: Class 23 contains 162491 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 42597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679568.000000 Penalty: 88616.031250
Iteration 207Q: 26 clusters Score -1.946796e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 71440 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186051 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170611 members 
Mstep: Class 7 contains 53814 members 
Mstep: Class 8 contains 131850 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194039 members 
Mstep: Class 13 contains 64119 members 
Mstep: Class 14 contains 166320 members 
Mstep: Class 15 contains 2641 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172251 members 
Mstep: Class 18 contains 13963 members 
Mstep: Class 19 contains 4865 members 
Mstep: Class 20 contains 85050 members 
Mstep: Class 21 contains 28897 members 
Mstep: Class 22 contains 17362 members 
Mstep: Class 23 contains 162504 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 41921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 208Q: 26 clusters Score -1.9468e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 71489 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186070 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170613 members 
Mstep: Class 7 contains 53841 members 
Mstep: Class 8 contains 131976 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194234 members 
Mstep: Class 13 contains 64106 members 
Mstep: Class 14 contains 166299 members 
Mstep: Class 15 contains 2642 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172218 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 85176 members 
Mstep: Class 21 contains 28883 members 
Mstep: Class 22 contains 17407 members 
Mstep: Class 23 contains 162543 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 41254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679248.000000 Penalty: 88616.031250
Iteration 209Q: 26 clusters Score -1.946792e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 71548 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186114 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170614 members 
Mstep: Class 7 contains 53872 members 
Mstep: Class 8 contains 132126 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194435 members 
Mstep: Class 13 contains 64117 members 
Mstep: Class 14 contains 166274 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172196 members 
Mstep: Class 18 contains 13972 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 85286 members 
Mstep: Class 21 contains 28861 members 
Mstep: Class 22 contains 17438 members 
Mstep: Class 23 contains 162535 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 40604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679600.000000 Penalty: 88616.031250
Iteration 210Q: 26 clusters Score -1.946796e+08 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 71620 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186150 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170633 members 
Mstep: Class 7 contains 53901 members 
Mstep: Class 8 contains 132262 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194594 members 
Mstep: Class 13 contains 64110 members 
Mstep: Class 14 contains 166253 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172163 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 85394 members 
Mstep: Class 21 contains 28849 members 
Mstep: Class 22 contains 17474 members 
Mstep: Class 23 contains 162512 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 40012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679728.000000 Penalty: 88616.031250
Iteration 211Q: 26 clusters Score -1.946797e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 71689 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186182 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170647 members 
Mstep: Class 7 contains 53943 members 
Mstep: Class 8 contains 132412 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194725 members 
Mstep: Class 13 contains 64121 members 
Mstep: Class 14 contains 166250 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172124 members 
Mstep: Class 18 contains 13996 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 85490 members 
Mstep: Class 21 contains 28836 members 
Mstep: Class 22 contains 17510 members 
Mstep: Class 23 contains 162474 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 39413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679552.000000 Penalty: 88616.031250
Iteration 212Q: 26 clusters Score -1.946796e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 71742 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 186234 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170659 members 
Mstep: Class 7 contains 53983 members 
Mstep: Class 8 contains 132558 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194867 members 
Mstep: Class 13 contains 64117 members 
Mstep: Class 14 contains 166241 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172079 members 
Mstep: Class 18 contains 14002 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 85601 members 
Mstep: Class 21 contains 28831 members 
Mstep: Class 22 contains 17544 members 
Mstep: Class 23 contains 162451 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 38814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679712.000000 Penalty: 88616.031250
Iteration 213Q: 26 clusters Score -1.946797e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 71799 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186252 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170671 members 
Mstep: Class 7 contains 54015 members 
Mstep: Class 8 contains 132697 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195059 members 
Mstep: Class 13 contains 64108 members 
Mstep: Class 14 contains 166241 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172051 members 
Mstep: Class 18 contains 13999 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 85698 members 
Mstep: Class 21 contains 28828 members 
Mstep: Class 22 contains 17572 members 
Mstep: Class 23 contains 162434 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 38212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679456.000000 Penalty: 88616.031250
Iteration 214Q: 26 clusters Score -1.946795e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 71857 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186275 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170683 members 
Mstep: Class 7 contains 54046 members 
Mstep: Class 8 contains 132839 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195160 members 
Mstep: Class 13 contains 64102 members 
Mstep: Class 14 contains 166247 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 172030 members 
Mstep: Class 18 contains 14002 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 85819 members 
Mstep: Class 21 contains 28827 members 
Mstep: Class 22 contains 17592 members 
Mstep: Class 23 contains 162393 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 37670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679392.000000 Penalty: 88616.031250
Iteration 215Q: 26 clusters Score -1.946794e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 71923 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186303 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170706 members 
Mstep: Class 7 contains 54080 members 
Mstep: Class 8 contains 133007 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195271 members 
Mstep: Class 13 contains 64070 members 
Mstep: Class 14 contains 166238 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171987 members 
Mstep: Class 18 contains 13999 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 85928 members 
Mstep: Class 21 contains 28824 members 
Mstep: Class 22 contains 17612 members 
Mstep: Class 23 contains 162354 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 37167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679376.000000 Penalty: 88616.031250
Iteration 216Q: 26 clusters Score -1.946794e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 71991 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186318 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170721 members 
Mstep: Class 7 contains 54101 members 
Mstep: Class 8 contains 133150 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195358 members 
Mstep: Class 13 contains 64055 members 
Mstep: Class 14 contains 166227 members 
Mstep: Class 15 contains 2646 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171971 members 
Mstep: Class 18 contains 13997 members 
Mstep: Class 19 contains 4860 members 
Mstep: Class 20 contains 86023 members 
Mstep: Class 21 contains 28818 members 
Mstep: Class 22 contains 17643 members 
Mstep: Class 23 contains 162336 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 36664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679280.000000 Penalty: 88616.031250
Iteration 217Q: 26 clusters Score -1.946793e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 72063 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186345 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170740 members 
Mstep: Class 7 contains 54123 members 
Mstep: Class 8 contains 133315 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195456 members 
Mstep: Class 13 contains 64053 members 
Mstep: Class 14 contains 166206 members 
Mstep: Class 15 contains 2648 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171983 members 
Mstep: Class 18 contains 13994 members 
Mstep: Class 19 contains 4858 members 
Mstep: Class 20 contains 86090 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 17672 members 
Mstep: Class 23 contains 162310 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 36114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679072.000000 Penalty: 88616.031250
Iteration 218Q: 26 clusters Score -1.946791e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 72132 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 186368 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170755 members 
Mstep: Class 7 contains 54135 members 
Mstep: Class 8 contains 133471 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195554 members 
Mstep: Class 13 contains 64030 members 
Mstep: Class 14 contains 166211 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171963 members 
Mstep: Class 18 contains 13987 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 20 contains 86175 members 
Mstep: Class 21 contains 28782 members 
Mstep: Class 22 contains 17707 members 
Mstep: Class 23 contains 162298 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 35584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678752.000000 Penalty: 88616.031250
Iteration 219Q: 26 clusters Score -1.946788e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 72186 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 186379 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170759 members 
Mstep: Class 7 contains 54149 members 
Mstep: Class 8 contains 133634 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195623 members 
Mstep: Class 13 contains 63999 members 
Mstep: Class 14 contains 166218 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171963 members 
Mstep: Class 18 contains 13988 members 
Mstep: Class 19 contains 4855 members 
Mstep: Class 20 contains 86271 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 17738 members 
Mstep: Class 23 contains 162299 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 35045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678368.000000 Penalty: 88616.031250
Iteration 220F: 26 clusters Score -1.946784e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 72254 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186396 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170750 members 
Mstep: Class 7 contains 54169 members 
Mstep: Class 8 contains 133801 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195687 members 
Mstep: Class 13 contains 63988 members 
Mstep: Class 14 contains 166226 members 
Mstep: Class 15 contains 2651 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171945 members 
Mstep: Class 18 contains 13995 members 
Mstep: Class 19 contains 4853 members 
Mstep: Class 20 contains 86353 members 
Mstep: Class 21 contains 28761 members 
Mstep: Class 22 contains 17752 members 
Mstep: Class 23 contains 162299 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 34524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678496.000000 Penalty: 88616.031250
Iteration 221Q: 26 clusters Score -1.946785e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 72328 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186405 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170763 members 
Mstep: Class 7 contains 54191 members 
Mstep: Class 8 contains 133961 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195739 members 
Mstep: Class 13 contains 63991 members 
Mstep: Class 14 contains 166220 members 
Mstep: Class 15 contains 2651 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171935 members 
Mstep: Class 18 contains 14001 members 
Mstep: Class 19 contains 4853 members 
Mstep: Class 20 contains 86445 members 
Mstep: Class 21 contains 28760 members 
Mstep: Class 22 contains 17736 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 34042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678576.000000 Penalty: 88616.031250
Iteration 222Q: 26 clusters Score -1.946786e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 72403 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186417 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170786 members 
Mstep: Class 7 contains 54217 members 
Mstep: Class 8 contains 134132 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195798 members 
Mstep: Class 13 contains 64007 members 
Mstep: Class 14 contains 166205 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171950 members 
Mstep: Class 18 contains 14003 members 
Mstep: Class 19 contains 4852 members 
Mstep: Class 20 contains 86554 members 
Mstep: Class 21 contains 28749 members 
Mstep: Class 22 contains 17725 members 
Mstep: Class 23 contains 162208 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 33529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679520.000000 Penalty: 88616.031250
Iteration 223Q: 26 clusters Score -1.946795e+08 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 72472 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 186425 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170797 members 
Mstep: Class 7 contains 54236 members 
Mstep: Class 8 contains 134312 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195880 members 
Mstep: Class 13 contains 64024 members 
Mstep: Class 14 contains 166185 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171927 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 86671 members 
Mstep: Class 21 contains 28740 members 
Mstep: Class 22 contains 17711 members 
Mstep: Class 23 contains 162175 members 
Mstep: Class 24 contains 1116 members 
Mstep: Class 25 contains 33030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679696.000000 Penalty: 88616.031250
Iteration 224Q: 26 clusters Score -1.946797e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 72530 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186433 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 170812 members 
Mstep: Class 7 contains 54248 members 
Mstep: Class 8 contains 134473 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195962 members 
Mstep: Class 13 contains 64002 members 
Mstep: Class 14 contains 166176 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171875 members 
Mstep: Class 18 contains 14016 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 86775 members 
Mstep: Class 21 contains 28730 members 
Mstep: Class 22 contains 17712 members 
Mstep: Class 23 contains 162184 members 
Mstep: Class 24 contains 1117 members 
Mstep: Class 25 contains 32565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679376.000000 Penalty: 88616.031250
Iteration 225Q: 26 clusters Score -1.946794e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 72598 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186456 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 170817 members 
Mstep: Class 7 contains 54264 members 
Mstep: Class 8 contains 134620 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195967 members 
Mstep: Class 13 contains 63993 members 
Mstep: Class 14 contains 166160 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171843 members 
Mstep: Class 18 contains 14019 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 86884 members 
Mstep: Class 21 contains 28730 members 
Mstep: Class 22 contains 17718 members 
Mstep: Class 23 contains 162225 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 32104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679312.000000 Penalty: 88616.031250
Iteration 226Q: 26 clusters Score -1.946793e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 72684 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186479 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 170829 members 
Mstep: Class 7 contains 54298 members 
Mstep: Class 8 contains 134767 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195954 members 
Mstep: Class 13 contains 63985 members 
Mstep: Class 14 contains 166189 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171781 members 
Mstep: Class 18 contains 14023 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 86983 members 
Mstep: Class 21 contains 28740 members 
Mstep: Class 22 contains 17715 members 
Mstep: Class 23 contains 162208 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 31676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679344.000000 Penalty: 88616.031250
Iteration 227Q: 26 clusters Score -1.946793e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 72766 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186488 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 170870 members 
Mstep: Class 7 contains 54320 members 
Mstep: Class 8 contains 134902 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195924 members 
Mstep: Class 13 contains 63974 members 
Mstep: Class 14 contains 166206 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171736 members 
Mstep: Class 18 contains 14026 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87082 members 
Mstep: Class 21 contains 28737 members 
Mstep: Class 22 contains 17719 members 
Mstep: Class 23 contains 162191 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 31285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679136.000000 Penalty: 88616.031250
Iteration 228Q: 26 clusters Score -1.946791e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 72838 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186494 members 
Mstep: Class 5 contains 1371 members 
Mstep: Class 6 contains 170874 members 
Mstep: Class 7 contains 54341 members 
Mstep: Class 8 contains 135047 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195904 members 
Mstep: Class 13 contains 63974 members 
Mstep: Class 14 contains 166228 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171692 members 
Mstep: Class 18 contains 14032 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87179 members 
Mstep: Class 21 contains 28730 members 
Mstep: Class 22 contains 17718 members 
Mstep: Class 23 contains 162192 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 30912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678624.000000 Penalty: 88616.031250
Iteration 229Q: 26 clusters Score -1.946786e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 72918 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186497 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 170862 members 
Mstep: Class 7 contains 54353 members 
Mstep: Class 8 contains 135199 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195931 members 
Mstep: Class 13 contains 63970 members 
Mstep: Class 14 contains 166233 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171639 members 
Mstep: Class 18 contains 14036 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87269 members 
Mstep: Class 21 contains 28723 members 
Mstep: Class 22 contains 17714 members 
Mstep: Class 23 contains 162219 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 30513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678768.000000 Penalty: 88616.031250
Iteration 230Q: 26 clusters Score -1.946788e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 72999 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186483 members 
Mstep: Class 5 contains 1369 members 
Mstep: Class 6 contains 170851 members 
Mstep: Class 7 contains 54371 members 
Mstep: Class 8 contains 135340 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195948 members 
Mstep: Class 13 contains 63971 members 
Mstep: Class 14 contains 166246 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171600 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87358 members 
Mstep: Class 21 contains 28718 members 
Mstep: Class 22 contains 17704 members 
Mstep: Class 23 contains 162216 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 30138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678656.000000 Penalty: 88616.031250
Iteration 231Q: 26 clusters Score -1.946787e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 73070 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 186496 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 170853 members 
Mstep: Class 7 contains 54381 members 
Mstep: Class 8 contains 135472 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195984 members 
Mstep: Class 13 contains 63997 members 
Mstep: Class 14 contains 166244 members 
Mstep: Class 15 contains 2657 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171555 members 
Mstep: Class 18 contains 14038 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87430 members 
Mstep: Class 21 contains 28710 members 
Mstep: Class 22 contains 17688 members 
Mstep: Class 23 contains 162220 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 29749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678608.000000 Penalty: 88616.031250
Iteration 232Q: 26 clusters Score -1.946786e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 73129 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 186496 members 
Mstep: Class 5 contains 1368 members 
Mstep: Class 6 contains 170849 members 
Mstep: Class 7 contains 54389 members 
Mstep: Class 8 contains 135630 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196042 members 
Mstep: Class 13 contains 64012 members 
Mstep: Class 14 contains 166228 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171537 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87503 members 
Mstep: Class 21 contains 28712 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 162187 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 29366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678448.000000 Penalty: 88616.031250
Iteration 233Q: 26 clusters Score -1.946784e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 73174 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 186497 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170846 members 
Mstep: Class 7 contains 54400 members 
Mstep: Class 8 contains 135790 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196125 members 
Mstep: Class 13 contains 64041 members 
Mstep: Class 14 contains 166197 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171509 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 87566 members 
Mstep: Class 21 contains 28708 members 
Mstep: Class 22 contains 17646 members 
Mstep: Class 23 contains 162183 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 28975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678368.000000 Penalty: 88616.031250
Iteration 234Q: 26 clusters Score -1.946784e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 73231 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186504 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170842 members 
Mstep: Class 7 contains 54411 members 
Mstep: Class 8 contains 135945 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196142 members 
Mstep: Class 13 contains 64047 members 
Mstep: Class 14 contains 166185 members 
Mstep: Class 15 contains 2658 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171484 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 20 contains 87643 members 
Mstep: Class 21 contains 28702 members 
Mstep: Class 22 contains 17625 members 
Mstep: Class 23 contains 162179 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 28624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678816.000000 Penalty: 88616.031250
Iteration 235Q: 26 clusters Score -1.946788e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 73273 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186467 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170829 members 
Mstep: Class 7 contains 54428 members 
Mstep: Class 8 contains 136099 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196119 members 
Mstep: Class 13 contains 64074 members 
Mstep: Class 14 contains 166178 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171464 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 87725 members 
Mstep: Class 21 contains 28697 members 
Mstep: Class 22 contains 17585 members 
Mstep: Class 23 contains 162229 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 28296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679056.000000 Penalty: 88616.031250
Iteration 236Q: 26 clusters Score -1.946791e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 73325 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186444 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170811 members 
Mstep: Class 7 contains 54446 members 
Mstep: Class 8 contains 136245 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196088 members 
Mstep: Class 13 contains 64103 members 
Mstep: Class 14 contains 166170 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171471 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 87819 members 
Mstep: Class 21 contains 28688 members 
Mstep: Class 22 contains 17548 members 
Mstep: Class 23 contains 162250 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 27952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679184.000000 Penalty: 88616.031250
Iteration 237Q: 26 clusters Score -1.946792e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 73390 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186409 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170802 members 
Mstep: Class 7 contains 54466 members 
Mstep: Class 8 contains 136386 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196063 members 
Mstep: Class 13 contains 64126 members 
Mstep: Class 14 contains 166196 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171469 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 87911 members 
Mstep: Class 21 contains 28689 members 
Mstep: Class 22 contains 17507 members 
Mstep: Class 23 contains 162223 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 27608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678896.000000 Penalty: 88616.031250
Iteration 238Q: 26 clusters Score -1.946789e+08 nChanged 1541
Entering ConstructFrom: 
Score: -194678896.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (31067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Entering Unmasked Estep 
Score: -3822661.000000 Penalty: 2565.287598
	Iteration 0F: 2 clusters Score -3822661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3801395.250000 Penalty: 5130.575195
	Iteration 0F: 3 clusters Score -3801395 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3808901.750000 Penalty: 5130.575195
	Iteration 1F: 3 clusters Score -3808902 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3809312.000000 Penalty: 5130.575195
	Iteration 2Q: 3 clusters Score -3809312 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3809691.500000 Penalty: 5130.575195
	Iteration 3Q: 3 clusters Score -3809692 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3810123.500000 Penalty: 5130.575195
	Iteration 4Q: 3 clusters Score -3810124 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3810611.750000 Penalty: 5130.575195
	Iteration 5Q: 3 clusters Score -3810612 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3811210.250000 Penalty: 5130.575195
	Iteration 6Q: 3 clusters Score -3811210 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -3811989.000000 Penalty: 5130.575195
	Iteration 7Q: 3 clusters Score -3811989 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3813040.250000 Penalty: 5130.575195
	Iteration 8F: 3 clusters Score -3813040 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3814306.750000 Penalty: 5130.575195
	Iteration 9F: 3 clusters Score -3814307 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3815469.500000 Penalty: 5130.575195
	Iteration 10F: 3 clusters Score -3815470 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3816220.000000 Penalty: 5130.575195
	Iteration 11Q: 3 clusters Score -3816220 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3816590.250000 Penalty: 5130.575195
	Iteration 12Q: 3 clusters Score -3816590 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3816796.250000 Penalty: 5130.575195
	Iteration 13Q: 3 clusters Score -3816796 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3816940.500000 Penalty: 5130.575195
	Iteration 14Q: 3 clusters Score -3816940 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3817055.500000 Penalty: 5130.575195
	Iteration 15Q: 3 clusters Score -3817056 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3817170.000000 Penalty: 5130.575195
	Iteration 16Q: 3 clusters Score -3817170 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3817269.500000 Penalty: 5130.575195
	Iteration 17Q: 3 clusters Score -3817270 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3817362.750000 Penalty: 5130.575195
	Iteration 18Q: 3 clusters Score -3817363 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3817479.750000 Penalty: 5130.575195
	Iteration 19Q: 3 clusters Score -3817480 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3817599.000000 Penalty: 5130.575195
	Iteration 20F: 3 clusters Score -3817599 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3817706.000000 Penalty: 5130.575195
	Iteration 21Q: 3 clusters Score -3817706 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3817848.750000 Penalty: 5130.575195
	Iteration 22Q: 3 clusters Score -3817849 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3817999.500000 Penalty: 5130.575195
	Iteration 23Q: 3 clusters Score -3818000 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3818140.500000 Penalty: 5130.575195
	Iteration 24Q: 3 clusters Score -3818140 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3818260.750000 Penalty: 5130.575195
	Iteration 25Q: 3 clusters Score -3818261 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3818386.500000 Penalty: 5130.575195
	Iteration 26Q: 3 clusters Score -3818386 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3818512.000000 Penalty: 5130.575195
	Iteration 27Q: 3 clusters Score -3818512 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -3818656.750000 Penalty: 5130.575195
	Iteration 28Q: 3 clusters Score -3818657 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3818810.750000 Penalty: 5130.575195
	Iteration 29Q: 3 clusters Score -3818811 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3818970.750000 Penalty: 5130.575195
	Iteration 30Q: 3 clusters Score -3818971 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3819107.250000 Penalty: 5130.575195
	Iteration 31Q: 3 clusters Score -3819107 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3819248.000000 Penalty: 5130.575195
	Iteration 32Q: 3 clusters Score -3819248 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3819398.250000 Penalty: 5130.575195
	Iteration 33Q: 3 clusters Score -3819398 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3819540.250000 Penalty: 5130.575195
	Iteration 34Q: 3 clusters Score -3819540 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3819654.750000 Penalty: 5130.575195
	Iteration 35Q: 3 clusters Score -3819655 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3819752.500000 Penalty: 5130.575195
	Iteration 36Q: 3 clusters Score -3819752 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3819810.750000 Penalty: 5130.575195
	Iteration 37Q: 3 clusters Score -3819811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3819890.500000 Penalty: 5130.575195
	Iteration 38Q: 3 clusters Score -3819890 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3819952.000000 Penalty: 5130.575195
	Iteration 39Q: 3 clusters Score -3819952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -3819986.000000 Penalty: 5130.575195
	Iteration 40F: 3 clusters Score -3819986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -3820026.750000 Penalty: 5130.575195
	Iteration 41Q: 3 clusters Score -3820027 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3820064.750000 Penalty: 5130.575195
	Iteration 42Q: 3 clusters Score -3820065 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3820102.500000 Penalty: 5130.575195
	Iteration 43Q: 3 clusters Score -3820102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3820130.250000 Penalty: 5130.575195
	Iteration 44Q: 3 clusters Score -3820130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3820145.250000 Penalty: 5130.575195
	Iteration 45Q: 3 clusters Score -3820145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3820167.250000 Penalty: 5130.575195
	Iteration 46Q: 3 clusters Score -3820167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3820176.500000 Penalty: 5130.575195
	Iteration 47Q: 3 clusters Score -3820176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3820198.250000 Penalty: 5130.575195
	Iteration 48Q: 3 clusters Score -3820198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3820224.000000 Penalty: 5130.575195
	Iteration 49Q: 3 clusters Score -3820224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3820218.000000 Penalty: 5130.575195
	Iteration 50Q: 3 clusters Score -3820218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3820240.250000 Penalty: 5130.575195
	Iteration 51Q: 3 clusters Score -3820240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3820248.750000 Penalty: 5130.575195
	Iteration 52Q: 3 clusters Score -3820249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -3820267.500000 Penalty: 5130.575195
	Iteration 53Q: 3 clusters Score -3820268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -3820280.250000 Penalty: 5130.575195
	Iteration 54Q: 3 clusters Score -3820280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3820290.250000 Penalty: 5130.575195
	Iteration 55Q: 3 clusters Score -3820290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3820296.250000 Penalty: 5130.575195
	Iteration 56Q: 3 clusters Score -3820296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3820307.750000 Penalty: 5130.575195
	Iteration 57Q: 3 clusters Score -3820308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -3820306.750000 Penalty: 5130.575195
	Iteration 58Q: 3 clusters Score -3820307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3820311.750000 Penalty: 5130.575195
	Iteration 59Q: 3 clusters Score -3820312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3820316.750000 Penalty: 5130.575195
	Iteration 60F: 3 clusters Score -3820317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -3820325.500000 Penalty: 5130.575195
	Iteration 61Q: 3 clusters Score -3820326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3820327.000000 Penalty: 5130.575195
	Iteration 62Q: 3 clusters Score -3820327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3820334.750000 Penalty: 5130.575195
	Iteration 63Q: 3 clusters Score -3820335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -3820334.500000 Penalty: 5130.575195
	Iteration 64Q: 3 clusters Score -3820334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3820327.750000 Penalty: 5130.575195
	Iteration 65Q: 3 clusters Score -3820328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3820332.750000 Penalty: 5130.575195
	Iteration 66Q: 3 clusters Score -3820333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3820335.500000 Penalty: 5130.575195
	Iteration 67Q: 3 clusters Score -3820336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3820341.750000 Penalty: 5130.575195
	Iteration 68Q: 3 clusters Score -3820342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3820352.250000 Penalty: 5130.575195
	Iteration 69Q: 3 clusters Score -3820352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3820352.250000 Penalty: 5130.575195
	Iteration 70Q: 3 clusters Score -3820352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3820360.250000 Penalty: 5130.575195
	Iteration 71Q: 3 clusters Score -3820360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3820361.250000 Penalty: 5130.575195
	Iteration 72Q: 3 clusters Score -3820361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -3820365.000000 Penalty: 5130.575195
	Iteration 73Q: 3 clusters Score -3820365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3820376.000000 Penalty: 5130.575195
	Iteration 74Q: 3 clusters Score -3820376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3820374.750000 Penalty: 5130.575195
	Iteration 75Q: 3 clusters Score -3820375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3820383.750000 Penalty: 5130.575195
	Iteration 76Q: 3 clusters Score -3820384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3820388.000000 Penalty: 5130.575195
	Iteration 77Q: 3 clusters Score -3820388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3820393.750000 Penalty: 5130.575195
	Iteration 78Q: 3 clusters Score -3820394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3820396.250000 Penalty: 5130.575195
	Iteration 79Q: 3 clusters Score -3820396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3820409.500000 Penalty: 5130.575195
	Iteration 80F: 3 clusters Score -3820410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3820419.000000 Penalty: 5130.575195
	Iteration 81Q: 3 clusters Score -3820419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3820421.250000 Penalty: 5130.575195
	Iteration 82Q: 3 clusters Score -3820421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3820422.000000 Penalty: 5130.575195
	Iteration 83Q: 3 clusters Score -3820422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3820420.500000 Penalty: 5130.575195
	Iteration 84Q: 3 clusters Score -3820420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3820426.500000 Penalty: 5130.575195
	Iteration 85Q: 3 clusters Score -3820426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3820435.750000 Penalty: 5130.575195
	Iteration 86Q: 3 clusters Score -3820436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3820429.000000 Penalty: 5130.575195
	Iteration 87Q: 3 clusters Score -3820429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3820427.250000 Penalty: 5130.575195
	Iteration 88Q: 3 clusters Score -3820427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3820428.750000 Penalty: 5130.575195
	Iteration 89Q: 3 clusters Score -3820429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3820433.500000 Penalty: 5130.575195
	Iteration 90Q: 3 clusters Score -3820434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3820440.500000 Penalty: 5130.575195
	Iteration 91Q: 3 clusters Score -3820440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3820451.250000 Penalty: 5130.575195
	Iteration 92Q: 3 clusters Score -3820451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3820447.750000 Penalty: 5130.575195
	Iteration 93Q: 3 clusters Score -3820448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3820452.250000 Penalty: 5130.575195
	Iteration 94Q: 3 clusters Score -3820452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3820449.750000 Penalty: 5130.575195
	Iteration 95Q: 3 clusters Score -3820450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3820452.500000 Penalty: 5130.575195
	Iteration 96Q: 3 clusters Score -3820452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3820451.750000 Penalty: 5130.575195
	Iteration 97Q: 3 clusters Score -3820452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3820452.750000 Penalty: 5130.575195
	Iteration 98Q: 3 clusters Score -3820453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -3820455.500000 Penalty: 5130.575195
	Iteration 99Q: 3 clusters Score -3820456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3820457.750000 Penalty: 5130.575195
	Iteration 100F: 3 clusters Score -3820458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3820456.250000 Penalty: 5130.575195
	Iteration 101Q: 3 clusters Score -3820456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -3820459.500000 Penalty: 5130.575195
	Iteration 102Q: 3 clusters Score -3820460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3820457.250000 Penalty: 5130.575195
	Iteration 103Q: 3 clusters Score -3820457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3820462.000000 Penalty: 5130.575195
	Iteration 104Q: 3 clusters Score -3820462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3820462.000000 Penalty: 5130.575195
	Iteration 105F: 3 clusters Score -3820462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Entering Unmasked Estep 
Score: -9122229.000000 Penalty: 2778.698242
	Iteration 0F: 2 clusters Score -9122229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -9072859.000000 Penalty: 5557.396484
	Iteration 0F: 3 clusters Score -9072859 nChanged 34619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -9092816.000000 Penalty: 5557.396484
	Iteration 1F: 3 clusters Score -9092816 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -9093538.000000 Penalty: 5557.396484
	Iteration 2Q: 3 clusters Score -9093538 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -9094143.000000 Penalty: 5557.396484
	Iteration 3Q: 3 clusters Score -9094143 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -9094884.000000 Penalty: 5557.396484
	Iteration 4Q: 3 clusters Score -9094884 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -9095627.000000 Penalty: 5557.396484
	Iteration 5Q: 3 clusters Score -9095627 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9096508.000000 Penalty: 5557.396484
	Iteration 6Q: 3 clusters Score -9096508 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -9097537.000000 Penalty: 5557.396484
	Iteration 7Q: 3 clusters Score -9097537 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -9099047.000000 Penalty: 5557.396484
	Iteration 8Q: 3 clusters Score -9099047 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -9100961.000000 Penalty: 5557.396484
	Iteration 9Q: 3 clusters Score -9100961 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -9103394.000000 Penalty: 5557.396484
	Iteration 10F: 3 clusters Score -9103394 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -9106064.000000 Penalty: 5557.396484
	Iteration 11F: 3 clusters Score -9106064 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -9108257.000000 Penalty: 5557.396484
	Iteration 12F: 3 clusters Score -9108257 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -9109507.000000 Penalty: 5557.396484
	Iteration 13Q: 3 clusters Score -9109507 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -9110038.000000 Penalty: 5557.396484
	Iteration 14Q: 3 clusters Score -9110038 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -9110346.000000 Penalty: 5557.396484
	Iteration 15Q: 3 clusters Score -9110346 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -9110488.000000 Penalty: 5557.396484
	Iteration 16Q: 3 clusters Score -9110488 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -9110634.000000 Penalty: 5557.396484
	Iteration 17Q: 3 clusters Score -9110634 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -9110785.000000 Penalty: 5557.396484
	Iteration 18Q: 3 clusters Score -9110785 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -9110916.000000 Penalty: 5557.396484
	Iteration 19Q: 3 clusters Score -9110916 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -9110975.000000 Penalty: 5557.396484
	Iteration 20F: 3 clusters Score -9110975 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -9111037.000000 Penalty: 5557.396484
	Iteration 21Q: 3 clusters Score -9111037 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -9111124.000000 Penalty: 5557.396484
	Iteration 22Q: 3 clusters Score -9111124 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -9111243.000000 Penalty: 5557.396484
	Iteration 23Q: 3 clusters Score -9111243 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -9111381.000000 Penalty: 5557.396484
	Iteration 24Q: 3 clusters Score -9111381 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9111430.000000 Penalty: 5557.396484
	Iteration 25Q: 3 clusters Score -9111430 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -9111508.000000 Penalty: 5557.396484
	Iteration 26Q: 3 clusters Score -9111508 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -9111634.000000 Penalty: 5557.396484
	Iteration 27Q: 3 clusters Score -9111634 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -9111763.000000 Penalty: 5557.396484
	Iteration 28Q: 3 clusters Score -9111763 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -9111852.000000 Penalty: 5557.396484
	Iteration 29Q: 3 clusters Score -9111852 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -9111911.000000 Penalty: 5557.396484
	Iteration 30Q: 3 clusters Score -9111911 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -9111999.000000 Penalty: 5557.396484
	Iteration 31Q: 3 clusters Score -9111999 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -9112078.000000 Penalty: 5557.396484
	Iteration 32Q: 3 clusters Score -9112078 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -9112173.000000 Penalty: 5557.396484
	Iteration 33Q: 3 clusters Score -9112173 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -9112204.000000 Penalty: 5557.396484
	Iteration 34Q: 3 clusters Score -9112204 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -9112306.000000 Penalty: 5557.396484
	Iteration 35Q: 3 clusters Score -9112306 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -9112397.000000 Penalty: 5557.396484
	Iteration 36Q: 3 clusters Score -9112397 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -9112460.000000 Penalty: 5557.396484
	Iteration 37Q: 3 clusters Score -9112460 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -9112555.000000 Penalty: 5557.396484
	Iteration 38Q: 3 clusters Score -9112555 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -9112640.000000 Penalty: 5557.396484
	Iteration 39Q: 3 clusters Score -9112640 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -9112731.000000 Penalty: 5557.396484
	Iteration 40F: 3 clusters Score -9112731 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -9112830.000000 Penalty: 5557.396484
	Iteration 41Q: 3 clusters Score -9112830 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -9112957.000000 Penalty: 5557.396484
	Iteration 42Q: 3 clusters Score -9112957 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -9113137.000000 Penalty: 5557.396484
	Iteration 43Q: 3 clusters Score -9113137 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -9113290.000000 Penalty: 5557.396484
	Iteration 44Q: 3 clusters Score -9113290 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -9113455.000000 Penalty: 5557.396484
	Iteration 45Q: 3 clusters Score -9113455 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9113644.000000 Penalty: 5557.396484
	Iteration 46Q: 3 clusters Score -9113644 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -9113847.000000 Penalty: 5557.396484
	Iteration 47Q: 3 clusters Score -9113847 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -9114065.000000 Penalty: 5557.396484
	Iteration 48Q: 3 clusters Score -9114065 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -9114258.000000 Penalty: 5557.396484
	Iteration 49Q: 3 clusters Score -9114258 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -9114535.000000 Penalty: 5557.396484
	Iteration 50Q: 3 clusters Score -9114535 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -9114808.000000 Penalty: 5557.396484
	Iteration 51Q: 3 clusters Score -9114808 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -9115063.000000 Penalty: 5557.396484
	Iteration 52Q: 3 clusters Score -9115063 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -9115325.000000 Penalty: 5557.396484
	Iteration 53Q: 3 clusters Score -9115325 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -9115657.000000 Penalty: 5557.396484
	Iteration 54Q: 3 clusters Score -9115657 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -9115999.000000 Penalty: 5557.396484
	Iteration 55Q: 3 clusters Score -9115999 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -9116203.000000 Penalty: 5557.396484
	Iteration 56Q: 3 clusters Score -9116203 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -9116499.000000 Penalty: 5557.396484
	Iteration 57Q: 3 clusters Score -9116499 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -9116818.000000 Penalty: 5557.396484
	Iteration 58Q: 3 clusters Score -9116818 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -9117090.000000 Penalty: 5557.396484
	Iteration 59Q: 3 clusters Score -9117090 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -9117395.000000 Penalty: 5557.396484
	Iteration 60F: 3 clusters Score -9117395 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -9117617.000000 Penalty: 5557.396484
	Iteration 61Q: 3 clusters Score -9117617 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -9117830.000000 Penalty: 5557.396484
	Iteration 62Q: 3 clusters Score -9117830 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -9118049.000000 Penalty: 5557.396484
	Iteration 63Q: 3 clusters Score -9118049 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -9118223.000000 Penalty: 5557.396484
	Iteration 64Q: 3 clusters Score -9118223 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65699 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -9118422.000000 Penalty: 5557.396484
	Iteration 65Q: 3 clusters Score -9118422 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -9118581.000000 Penalty: 5557.396484
	Iteration 66Q: 3 clusters Score -9118581 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -9118725.000000 Penalty: 5557.396484
	Iteration 67Q: 3 clusters Score -9118725 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -9118871.000000 Penalty: 5557.396484
	Iteration 68Q: 3 clusters Score -9118871 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9119020.000000 Penalty: 5557.396484
	Iteration 69Q: 3 clusters Score -9119020 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -9119154.000000 Penalty: 5557.396484
	Iteration 70Q: 3 clusters Score -9119154 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9119226.000000 Penalty: 5557.396484
	Iteration 71Q: 3 clusters Score -9119226 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -9119304.000000 Penalty: 5557.396484
	Iteration 72Q: 3 clusters Score -9119304 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -9119386.000000 Penalty: 5557.396484
	Iteration 73Q: 3 clusters Score -9119386 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -9119461.000000 Penalty: 5557.396484
	Iteration 74Q: 3 clusters Score -9119461 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9119529.000000 Penalty: 5557.396484
	Iteration 75Q: 3 clusters Score -9119529 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -9119550.000000 Penalty: 5557.396484
	Iteration 76Q: 3 clusters Score -9119550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -9119597.000000 Penalty: 5557.396484
	Iteration 77Q: 3 clusters Score -9119597 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9119619.000000 Penalty: 5557.396484
	Iteration 78Q: 3 clusters Score -9119619 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9119655.000000 Penalty: 5557.396484
	Iteration 79Q: 3 clusters Score -9119655 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9119697.000000 Penalty: 5557.396484
	Iteration 80F: 3 clusters Score -9119697 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -9119730.000000 Penalty: 5557.396484
	Iteration 81Q: 3 clusters Score -9119730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9119748.000000 Penalty: 5557.396484
	Iteration 82Q: 3 clusters Score -9119748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9119773.000000 Penalty: 5557.396484
	Iteration 83Q: 3 clusters Score -9119773 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9119805.000000 Penalty: 5557.396484
	Iteration 84Q: 3 clusters Score -9119805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9119836.000000 Penalty: 5557.396484
	Iteration 85Q: 3 clusters Score -9119836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9119866.000000 Penalty: 5557.396484
	Iteration 86Q: 3 clusters Score -9119866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9119868.000000 Penalty: 5557.396484
	Iteration 87Q: 3 clusters Score -9119868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -9119908.000000 Penalty: 5557.396484
	Iteration 88Q: 3 clusters Score -9119908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9119919.000000 Penalty: 5557.396484
	Iteration 89Q: 3 clusters Score -9119919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9119934.000000 Penalty: 5557.396484
	Iteration 90Q: 3 clusters Score -9119934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9119926.000000 Penalty: 5557.396484
	Iteration 91Q: 3 clusters Score -9119926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9119943.000000 Penalty: 5557.396484
	Iteration 92Q: 3 clusters Score -9119943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9119969.000000 Penalty: 5557.396484
	Iteration 93Q: 3 clusters Score -9119969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9119993.000000 Penalty: 5557.396484
	Iteration 94Q: 3 clusters Score -9119993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9119996.000000 Penalty: 5557.396484
	Iteration 95Q: 3 clusters Score -9119996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9119997.000000 Penalty: 5557.396484
	Iteration 96Q: 3 clusters Score -9119997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71438 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -9120013.000000 Penalty: 5557.396484
	Iteration 97Q: 3 clusters Score -9120013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9120029.000000 Penalty: 5557.396484
	Iteration 98Q: 3 clusters Score -9120029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9120026.000000 Penalty: 5557.396484
	Iteration 99Q: 3 clusters Score -9120026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9120044.000000 Penalty: 5557.396484
	Iteration 100F: 3 clusters Score -9120044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71524 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9120044.000000 Penalty: 5557.396484
	Iteration 101Q: 3 clusters Score -9120044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9120039.000000 Penalty: 5557.396484
	Iteration 102Q: 3 clusters Score -9120039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71542 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9120053.000000 Penalty: 5557.396484
	Iteration 103Q: 3 clusters Score -9120053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9120052.000000 Penalty: 5557.396484
	Iteration 104Q: 3 clusters Score -9120052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9120060.000000 Penalty: 5557.396484
	Iteration 105Q: 3 clusters Score -9120060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9120056.000000 Penalty: 5557.396484
	Iteration 106Q: 3 clusters Score -9120056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9120061.000000 Penalty: 5557.396484
	Iteration 107Q: 3 clusters Score -9120061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9120070.000000 Penalty: 5557.396484
	Iteration 108Q: 3 clusters Score -9120070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9120056.000000 Penalty: 5557.396484
	Iteration 109Q: 3 clusters Score -9120056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9120055.000000 Penalty: 5557.396484
	Iteration 110Q: 3 clusters Score -9120055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9120067.000000 Penalty: 5557.396484
	Iteration 111Q: 3 clusters Score -9120067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9120067.000000 Penalty: 5557.396484
	Iteration 112Q: 3 clusters Score -9120067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9120066.000000 Penalty: 5557.396484
	Iteration 113Q: 3 clusters Score -9120066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9120072.000000 Penalty: 5557.396484
	Iteration 114Q: 3 clusters Score -9120072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9120071.000000 Penalty: 5557.396484
	Iteration 115Q: 3 clusters Score -9120071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71617 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9120071.000000 Penalty: 5557.396484
	Iteration 116Q: 3 clusters Score -9120071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9120068.000000 Penalty: 5557.396484
	Iteration 117Q: 3 clusters Score -9120068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9120068.000000 Penalty: 5557.396484
	Iteration 118F: 3 clusters Score -9120068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -454445.062500 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -454445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -450733.656250 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -450733.7 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -451552.843750 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -451552.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -451726.812500 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -451726.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -451854.906250 Penalty: 4084.344238
	Iteration 3Q: 3 clusters Score -451854.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -451952.000000 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -451952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -452032.531250 Penalty: 4084.344238
	Iteration 5Q: 3 clusters Score -452032.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -452105.531250 Penalty: 4084.344238
	Iteration 6Q: 3 clusters Score -452105.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -452188.281250 Penalty: 4084.344238
	Iteration 7Q: 3 clusters Score -452188.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -452270.156250 Penalty: 4084.344238
	Iteration 8Q: 3 clusters Score -452270.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -452347.687500 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -452347.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -452410.125000 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -452410.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -452462.750000 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -452462.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -452509.562500 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -452509.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -452541.000000 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -452541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -452576.125000 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -452576.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -452601.187500 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -452601.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -452622.093750 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -452622.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -452642.312500 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -452642.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -452651.468750 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -452651.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -452663.187500 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -452663.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -452670.375000 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -452670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -452677.687500 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -452677.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -452690.281250 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -452690.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -452702.437500 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -452702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -452713.562500 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -452713.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -452724.093750 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -452724.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -452735.906250 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -452735.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -452750.406250 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -452750.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -452764.250000 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -452764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -452774.375000 Penalty: 4084.344238
	Iteration 29Q: 3 clusters Score -452774.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -452789.250000 Penalty: 4084.344238
	Iteration 30Q: 3 clusters Score -452789.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -452797.031250 Penalty: 4084.344238
	Iteration 31Q: 3 clusters Score -452797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -452802.718750 Penalty: 4084.344238
	Iteration 32Q: 3 clusters Score -452802.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -452807.937500 Penalty: 4084.344238
	Iteration 33Q: 3 clusters Score -452807.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -452812.281250 Penalty: 4084.344238
	Iteration 34Q: 3 clusters Score -452812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -452813.000000 Penalty: 4084.344238
	Iteration 35Q: 3 clusters Score -452813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -452814.875000 Penalty: 4084.344238
	Iteration 36Q: 3 clusters Score -452814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -452816.718750 Penalty: 4084.344238
	Iteration 37Q: 3 clusters Score -452816.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -452818.062500 Penalty: 4084.344238
	Iteration 38Q: 3 clusters Score -452818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -452819.468750 Penalty: 4084.344238
	Iteration 39Q: 3 clusters Score -452819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -452820.093750 Penalty: 4084.344238
	Iteration 40F: 3 clusters Score -452820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -452821.468750 Penalty: 4084.344238
	Iteration 41Q: 3 clusters Score -452821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -452822.750000 Penalty: 4084.344238
	Iteration 42Q: 3 clusters Score -452822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -452822.750000 Penalty: 4084.344238
	Iteration 43F: 3 clusters Score -452822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (186353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186353 members 
Entering Unmasked Estep 
Score: -23056720.000000 Penalty: 3009.578613
	Iteration 0F: 2 clusters Score -2.305672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -22945238.000000 Penalty: 6019.157227
	Iteration 0F: 3 clusters Score -2.294524e+07 nChanged 89137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -22997192.000000 Penalty: 6019.157227
	Iteration 1F: 3 clusters Score -2.299719e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101317 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -22998656.000000 Penalty: 6019.157227
	Iteration 2Q: 3 clusters Score -2.299866e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -23000694.000000 Penalty: 6019.157227
	Iteration 3Q: 3 clusters Score -2.300069e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -23004234.000000 Penalty: 6019.157227
	Iteration 4Q: 3 clusters Score -2.300423e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -23010142.000000 Penalty: 6019.157227
	Iteration 5F: 3 clusters Score -2.301014e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137739 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -23020834.000000 Penalty: 6019.157227
	Iteration 6F: 3 clusters Score -2.302083e+07 nChanged 17117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -23035770.000000 Penalty: 6019.157227
	Iteration 7F: 3 clusters Score -2.303577e+07 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -23046256.000000 Penalty: 6019.157227
	Iteration 8F: 3 clusters Score -2.304626e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179679 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -23050954.000000 Penalty: 6019.157227
	Iteration 9F: 3 clusters Score -2.305095e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -23052946.000000 Penalty: 6019.157227
	Iteration 10Q: 3 clusters Score -2.305295e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185107 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -23053710.000000 Penalty: 6019.157227
	Iteration 11Q: 3 clusters Score -2.305371e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185565 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -23053926.000000 Penalty: 6019.157227
	Iteration 12Q: 3 clusters Score -2.305393e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185743 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -23054070.000000 Penalty: 6019.157227
	Iteration 13Q: 3 clusters Score -2.305407e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185814 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23054114.000000 Penalty: 6019.157227
	Iteration 14Q: 3 clusters Score -2.305411e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185860 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -23054184.000000 Penalty: 6019.157227
	Iteration 15Q: 3 clusters Score -2.305418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185884 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -23054232.000000 Penalty: 6019.157227
	Iteration 16Q: 3 clusters Score -2.305423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185887 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -23054244.000000 Penalty: 6019.157227
	Iteration 17Q: 3 clusters Score -2.305424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185891 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -23054244.000000 Penalty: 6019.157227
	Iteration 18Q: 3 clusters Score -2.305424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185898 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -23054262.000000 Penalty: 6019.157227
	Iteration 19Q: 3 clusters Score -2.305426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185899 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -23054276.000000 Penalty: 6019.157227
	Iteration 20F: 3 clusters Score -2.305428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185900 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23054268.000000 Penalty: 6019.157227
	Iteration 21Q: 3 clusters Score -2.305427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185899 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -23054284.000000 Penalty: 6019.157227
	Iteration 22Q: 3 clusters Score -2.305428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185902 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -23054286.000000 Penalty: 6019.157227
	Iteration 23Q: 3 clusters Score -2.305429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185899 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -23054282.000000 Penalty: 6019.157227
	Iteration 24Q: 3 clusters Score -2.305428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185901 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -23054294.000000 Penalty: 6019.157227
	Iteration 25Q: 3 clusters Score -2.305429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185900 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -23054296.000000 Penalty: 6019.157227
	Iteration 26Q: 3 clusters Score -2.30543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185901 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -23054290.000000 Penalty: 6019.157227
	Iteration 27Q: 3 clusters Score -2.305429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185903 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23054288.000000 Penalty: 6019.157227
	Iteration 28Q: 3 clusters Score -2.305429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185905 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -23054290.000000 Penalty: 6019.157227
	Iteration 29Q: 3 clusters Score -2.305429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185907 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23054280.000000 Penalty: 6019.157227
	Iteration 30Q: 3 clusters Score -2.305428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185909 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23054290.000000 Penalty: 6019.157227
	Iteration 31Q: 3 clusters Score -2.305429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185912 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23054308.000000 Penalty: 6019.157227
	Iteration 32Q: 3 clusters Score -2.305431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185915 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23054314.000000 Penalty: 6019.157227
	Iteration 33Q: 3 clusters Score -2.305431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23054324.000000 Penalty: 6019.157227
	Iteration 34Q: 3 clusters Score -2.305432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185921 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23054334.000000 Penalty: 6019.157227
	Iteration 35Q: 3 clusters Score -2.305433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185923 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23054326.000000 Penalty: 6019.157227
	Iteration 36Q: 3 clusters Score -2.305433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185923 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23054340.000000 Penalty: 6019.157227
	Iteration 37Q: 3 clusters Score -2.305434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185920 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23054322.000000 Penalty: 6019.157227
	Iteration 38Q: 3 clusters Score -2.305432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23054324.000000 Penalty: 6019.157227
	Iteration 39Q: 3 clusters Score -2.305432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185920 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23054336.000000 Penalty: 6019.157227
	Iteration 40F: 3 clusters Score -2.305434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -142826.828125 Penalty: 1790.652710
	Iteration 0F: 2 clusters Score -142826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140665.187500 Penalty: 3581.305420
	Iteration 0F: 3 clusters Score -140665.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -141016.921875 Penalty: 3581.305420
	Iteration 1F: 3 clusters Score -141016.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -141146.687500 Penalty: 3581.305420
	Iteration 2F: 3 clusters Score -141146.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -141222.062500 Penalty: 3581.305420
	Iteration 3Q: 3 clusters Score -141222.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -141277.156250 Penalty: 3581.305420
	Iteration 4Q: 3 clusters Score -141277.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -141340.312500 Penalty: 3581.305420
	Iteration 5Q: 3 clusters Score -141340.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -141389.015625 Penalty: 3581.305420
	Iteration 6Q: 3 clusters Score -141389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -141444.687500 Penalty: 3581.305420
	Iteration 7Q: 3 clusters Score -141444.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141505.328125 Penalty: 3581.305420
	Iteration 8Q: 3 clusters Score -141505.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141531.015625 Penalty: 3581.305420
	Iteration 9Q: 3 clusters Score -141531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -141558.406250 Penalty: 3581.305420
	Iteration 10Q: 3 clusters Score -141558.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -141582.109375 Penalty: 3581.305420
	Iteration 11Q: 3 clusters Score -141582.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -141613.328125 Penalty: 3581.305420
	Iteration 12Q: 3 clusters Score -141613.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -141638.843750 Penalty: 3581.305420
	Iteration 13Q: 3 clusters Score -141638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -141654.875000 Penalty: 3581.305420
	Iteration 14Q: 3 clusters Score -141654.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -141677.296875 Penalty: 3581.305420
	Iteration 15Q: 3 clusters Score -141677.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -141707.750000 Penalty: 3581.305420
	Iteration 16Q: 3 clusters Score -141707.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -141779.781250 Penalty: 3581.305420
	Iteration 17Q: 3 clusters Score -141779.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -141824.984375 Penalty: 3581.305420
	Iteration 18Q: 3 clusters Score -141825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -141883.343750 Penalty: 3581.305420
	Iteration 19Q: 3 clusters Score -141883.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141971.843750 Penalty: 3581.305420
	Iteration 20F: 3 clusters Score -141971.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -142131.031250 Penalty: 3581.305420
	Iteration 21Q: 3 clusters Score -142131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142326.281250 Penalty: 3581.305420
	Iteration 22Q: 3 clusters Score -142326.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -142556.328125 Penalty: 3581.305420
	Iteration 23Q: 3 clusters Score -142556.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142616.250000 Penalty: 3581.305420
	Iteration 24Q: 3 clusters Score -142616.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142639.171875 Penalty: 3581.305420
	Iteration 25Q: 3 clusters Score -142639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -142651.125000 Penalty: 3581.305420
	Iteration 26Q: 3 clusters Score -142651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -142654.843750 Penalty: 3581.305420
	Iteration 27Q: 3 clusters Score -142654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142658.234375 Penalty: 3581.305420
	Iteration 28Q: 3 clusters Score -142658.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -142665.000000 Penalty: 3581.305420
	Iteration 29Q: 3 clusters Score -142665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142666.671875 Penalty: 3581.305420
	Iteration 30Q: 3 clusters Score -142666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142667.859375 Penalty: 3581.305420
	Iteration 31Q: 3 clusters Score -142667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142670.578125 Penalty: 3581.305420
	Iteration 32Q: 3 clusters Score -142670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142671.796875 Penalty: 3581.305420
	Iteration 33Q: 3 clusters Score -142671.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142671.796875 Penalty: 3581.305420
	Iteration 34F: 3 clusters Score -142671.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (170801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Entering Unmasked Estep 
Score: -21123736.000000 Penalty: 2987.967041
	Iteration 0F: 2 clusters Score -2.112374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -21013236.000000 Penalty: 5975.934082
	Iteration 0F: 3 clusters Score -2.101324e+07 nChanged 81830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84399 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -21060830.000000 Penalty: 5975.934082
	Iteration 1F: 3 clusters Score -2.106083e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -21061678.000000 Penalty: 5975.934082
	Iteration 2Q: 3 clusters Score -2.106168e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -21062562.000000 Penalty: 5975.934082
	Iteration 3Q: 3 clusters Score -2.106256e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -21063648.000000 Penalty: 5975.934082
	Iteration 4Q: 3 clusters Score -2.106365e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -21065198.000000 Penalty: 5975.934082
	Iteration 5Q: 3 clusters Score -2.10652e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 97950 members 
Entering Unmasked Estep 
Score: -21067368.000000 Penalty: 5975.934082
	Iteration 6Q: 3 clusters Score -2.106737e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 104157 members 
Entering Unmasked Estep 
Score: -21070606.000000 Penalty: 5975.934082
	Iteration 7Q: 3 clusters Score -2.107061e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 112813 members 
Entering Unmasked Estep 
Score: -21075976.000000 Penalty: 5975.934082
	Iteration 8F: 3 clusters Score -2.107598e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -21084070.000000 Penalty: 5975.934082
	Iteration 9F: 3 clusters Score -2.108407e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -21094148.000000 Penalty: 5975.934082
	Iteration 10F: 3 clusters Score -2.109415e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -21104474.000000 Penalty: 5975.934082
	Iteration 11F: 3 clusters Score -2.110447e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -21111938.000000 Penalty: 5975.934082
	Iteration 12F: 3 clusters Score -2.111194e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 163524 members 
Entering Unmasked Estep 
Score: -21116588.000000 Penalty: 5975.934082
	Iteration 13Q: 3 clusters Score -2.111659e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -21118928.000000 Penalty: 5975.934082
	Iteration 14Q: 3 clusters Score -2.111893e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 168977 members 
Entering Unmasked Estep 
Score: -21120032.000000 Penalty: 5975.934082
	Iteration 15Q: 3 clusters Score -2.112003e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 169824 members 
Entering Unmasked Estep 
Score: -21120548.000000 Penalty: 5975.934082
	Iteration 16Q: 3 clusters Score -2.112055e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -21120790.000000 Penalty: 5975.934082
	Iteration 17Q: 3 clusters Score -2.112079e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 170281 members 
Entering Unmasked Estep 
Score: -21120888.000000 Penalty: 5975.934082
	Iteration 18Q: 3 clusters Score -2.112089e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -21120942.000000 Penalty: 5975.934082
	Iteration 19Q: 3 clusters Score -2.112094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -21120960.000000 Penalty: 5975.934082
	Iteration 20F: 3 clusters Score -2.112096e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -21120986.000000 Penalty: 5975.934082
	Iteration 21Q: 3 clusters Score -2.112099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 170413 members 
Entering Unmasked Estep 
Score: -21121022.000000 Penalty: 5975.934082
	Iteration 22Q: 3 clusters Score -2.112102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170422 members 
Entering Unmasked Estep 
Score: -21121048.000000 Penalty: 5975.934082
	Iteration 23Q: 3 clusters Score -2.112105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 170429 members 
Entering Unmasked Estep 
Score: -21121056.000000 Penalty: 5975.934082
	Iteration 24Q: 3 clusters Score -2.112106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 170436 members 
Entering Unmasked Estep 
Score: -21121062.000000 Penalty: 5975.934082
	Iteration 25Q: 3 clusters Score -2.112106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -21121072.000000 Penalty: 5975.934082
	Iteration 26Q: 3 clusters Score -2.112107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 170447 members 
Entering Unmasked Estep 
Score: -21121092.000000 Penalty: 5975.934082
	Iteration 27Q: 3 clusters Score -2.112109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -21121098.000000 Penalty: 5975.934082
	Iteration 28Q: 3 clusters Score -2.11211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 170448 members 
Entering Unmasked Estep 
Score: -21121090.000000 Penalty: 5975.934082
	Iteration 29Q: 3 clusters Score -2.112109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 170451 members 
Entering Unmasked Estep 
Score: -21121096.000000 Penalty: 5975.934082
	Iteration 30Q: 3 clusters Score -2.11211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -21121118.000000 Penalty: 5975.934082
	Iteration 31Q: 3 clusters Score -2.112112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -21121124.000000 Penalty: 5975.934082
	Iteration 32Q: 3 clusters Score -2.112112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 170455 members 
Entering Unmasked Estep 
Score: -21121138.000000 Penalty: 5975.934082
	Iteration 33Q: 3 clusters Score -2.112114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 170460 members 
Entering Unmasked Estep 
Score: -21121136.000000 Penalty: 5975.934082
	Iteration 34Q: 3 clusters Score -2.112114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 170462 members 
Entering Unmasked Estep 
Score: -21121146.000000 Penalty: 5975.934082
	Iteration 35Q: 3 clusters Score -2.112115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170463 members 
Entering Unmasked Estep 
Score: -21121138.000000 Penalty: 5975.934082
	Iteration 36Q: 3 clusters Score -2.112114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -21121136.000000 Penalty: 5975.934082
	Iteration 37Q: 3 clusters Score -2.112114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -21121146.000000 Penalty: 5975.934082
	Iteration 38Q: 3 clusters Score -2.112115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -21121146.000000 Penalty: 5975.934082
	Iteration 39F: 3 clusters Score -2.112115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Entering Unmasked Estep 
Score: -6750612.500000 Penalty: 2704.617920
	Iteration 0F: 2 clusters Score -6750612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -6714011.500000 Penalty: 5409.235840
	Iteration 0F: 3 clusters Score -6714012 nChanged 25271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -6727964.500000 Penalty: 5409.235840
	Iteration 1F: 3 clusters Score -6727964 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6728461.500000 Penalty: 5409.235840
	Iteration 2Q: 3 clusters Score -6728462 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -6729033.500000 Penalty: 5409.235840
	Iteration 3Q: 3 clusters Score -6729034 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6729567.500000 Penalty: 5409.235840
	Iteration 4Q: 3 clusters Score -6729568 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -6730231.500000 Penalty: 5409.235840
	Iteration 5Q: 3 clusters Score -6730232 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -6731049.000000 Penalty: 5409.235840
	Iteration 6Q: 3 clusters Score -6731049 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -6732202.500000 Penalty: 5409.235840
	Iteration 7Q: 3 clusters Score -6732202 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -6733921.000000 Penalty: 5409.235840
	Iteration 8F: 3 clusters Score -6733921 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -6736432.500000 Penalty: 5409.235840
	Iteration 9F: 3 clusters Score -6736432 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -6739619.000000 Penalty: 5409.235840
	Iteration 10F: 3 clusters Score -6739619 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -6742996.000000 Penalty: 5409.235840
	Iteration 11F: 3 clusters Score -6742996 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6745498.500000 Penalty: 5409.235840
	Iteration 12F: 3 clusters Score -6745498 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -6746926.500000 Penalty: 5409.235840
	Iteration 13Q: 3 clusters Score -6746926 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -6747623.000000 Penalty: 5409.235840
	Iteration 14Q: 3 clusters Score -6747623 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -6747941.500000 Penalty: 5409.235840
	Iteration 15Q: 3 clusters Score -6747942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -6748060.500000 Penalty: 5409.235840
	Iteration 16Q: 3 clusters Score -6748060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -6748136.500000 Penalty: 5409.235840
	Iteration 17Q: 3 clusters Score -6748136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6748180.000000 Penalty: 5409.235840
	Iteration 18Q: 3 clusters Score -6748180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -6748220.000000 Penalty: 5409.235840
	Iteration 19Q: 3 clusters Score -6748220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -6748234.000000 Penalty: 5409.235840
	Iteration 20F: 3 clusters Score -6748234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -6748243.000000 Penalty: 5409.235840
	Iteration 21Q: 3 clusters Score -6748243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6748256.000000 Penalty: 5409.235840
	Iteration 22Q: 3 clusters Score -6748256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -6748269.000000 Penalty: 5409.235840
	Iteration 23Q: 3 clusters Score -6748269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -6748270.000000 Penalty: 5409.235840
	Iteration 24Q: 3 clusters Score -6748270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -6748270.000000 Penalty: 5409.235840
	Iteration 25Q: 3 clusters Score -6748270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -6748272.500000 Penalty: 5409.235840
	Iteration 26Q: 3 clusters Score -6748272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6748271.000000 Penalty: 5409.235840
	Iteration 27Q: 3 clusters Score -6748271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6748274.500000 Penalty: 5409.235840
	Iteration 28Q: 3 clusters Score -6748274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6748277.000000 Penalty: 5409.235840
	Iteration 29Q: 3 clusters Score -6748277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -6748284.000000 Penalty: 5409.235840
	Iteration 30Q: 3 clusters Score -6748284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6748281.500000 Penalty: 5409.235840
	Iteration 31Q: 3 clusters Score -6748282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6748279.500000 Penalty: 5409.235840
	Iteration 32Q: 3 clusters Score -6748280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -6748282.000000 Penalty: 5409.235840
	Iteration 33Q: 3 clusters Score -6748282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -6748282.000000 Penalty: 5409.235840
	Iteration 34F: 3 clusters Score -6748282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (136525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136525 members 
Entering Unmasked Estep 
Score: -16943472.000000 Penalty: 2932.417236
	Iteration 0F: 2 clusters Score -1.694347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -16851880.000000 Penalty: 5864.834473
	Iteration 0F: 3 clusters Score -1.685188e+07 nChanged 65233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66338 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -16890122.000000 Penalty: 5864.834473
	Iteration 1F: 3 clusters Score -1.689012e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -16891106.000000 Penalty: 5864.834473
	Iteration 2Q: 3 clusters Score -1.689111e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -16892280.000000 Penalty: 5864.834473
	Iteration 3Q: 3 clusters Score -1.689228e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -16893872.000000 Penalty: 5864.834473
	Iteration 4Q: 3 clusters Score -1.689387e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59341 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -16896082.000000 Penalty: 5864.834473
	Iteration 5Q: 3 clusters Score -1.689608e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -16899000.000000 Penalty: 5864.834473
	Iteration 6Q: 3 clusters Score -1.6899e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -16903180.000000 Penalty: 5864.834473
	Iteration 7Q: 3 clusters Score -1.690318e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -16908704.000000 Penalty: 5864.834473
	Iteration 8F: 3 clusters Score -1.69087e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -16914996.000000 Penalty: 5864.834473
	Iteration 9F: 3 clusters Score -1.6915e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -16920014.000000 Penalty: 5864.834473
	Iteration 10F: 3 clusters Score -1.692001e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 102393 members 
Entering Unmasked Estep 
Score: -16923162.000000 Penalty: 5864.834473
	Iteration 11Q: 3 clusters Score -1.692316e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 104818 members 
Entering Unmasked Estep 
Score: -16924902.000000 Penalty: 5864.834473
	Iteration 12Q: 3 clusters Score -1.69249e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -16926054.000000 Penalty: 5864.834473
	Iteration 13Q: 3 clusters Score -1.692605e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -16927092.000000 Penalty: 5864.834473
	Iteration 14Q: 3 clusters Score -1.692709e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -16928084.000000 Penalty: 5864.834473
	Iteration 15Q: 3 clusters Score -1.692808e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 114186 members 
Entering Unmasked Estep 
Score: -16929046.000000 Penalty: 5864.834473
	Iteration 16Q: 3 clusters Score -1.692905e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -16930012.000000 Penalty: 5864.834473
	Iteration 17Q: 3 clusters Score -1.693001e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -16931158.000000 Penalty: 5864.834473
	Iteration 18Q: 3 clusters Score -1.693116e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 121150 members 
Entering Unmasked Estep 
Score: -16932252.000000 Penalty: 5864.834473
	Iteration 19Q: 3 clusters Score -1.693225e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -16933456.000000 Penalty: 5864.834473
	Iteration 20F: 3 clusters Score -1.693346e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -16934554.000000 Penalty: 5864.834473
	Iteration 21Q: 3 clusters Score -1.693455e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 127421 members 
Entering Unmasked Estep 
Score: -16935732.000000 Penalty: 5864.834473
	Iteration 22Q: 3 clusters Score -1.693573e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 129268 members 
Entering Unmasked Estep 
Score: -16936988.000000 Penalty: 5864.834473
	Iteration 23Q: 3 clusters Score -1.693699e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 130842 members 
Entering Unmasked Estep 
Score: -16938010.000000 Penalty: 5864.834473
	Iteration 24Q: 3 clusters Score -1.693801e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 132127 members 
Entering Unmasked Estep 
Score: -16938666.000000 Penalty: 5864.834473
	Iteration 25Q: 3 clusters Score -1.693867e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 133113 members 
Entering Unmasked Estep 
Score: -16939268.000000 Penalty: 5864.834473
	Iteration 26Q: 3 clusters Score -1.693927e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -16939728.000000 Penalty: 5864.834473
	Iteration 27Q: 3 clusters Score -1.693973e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 134358 members 
Entering Unmasked Estep 
Score: -16940050.000000 Penalty: 5864.834473
	Iteration 28Q: 3 clusters Score -1.694005e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 134719 members 
Entering Unmasked Estep 
Score: -16940262.000000 Penalty: 5864.834473
	Iteration 29Q: 3 clusters Score -1.694026e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -16940466.000000 Penalty: 5864.834473
	Iteration 30Q: 3 clusters Score -1.694047e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 135128 members 
Entering Unmasked Estep 
Score: -16940572.000000 Penalty: 5864.834473
	Iteration 31Q: 3 clusters Score -1.694057e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 135258 members 
Entering Unmasked Estep 
Score: -16940678.000000 Penalty: 5864.834473
	Iteration 32Q: 3 clusters Score -1.694068e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 135351 members 
Entering Unmasked Estep 
Score: -16940752.000000 Penalty: 5864.834473
	Iteration 33Q: 3 clusters Score -1.694075e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 135412 members 
Entering Unmasked Estep 
Score: -16940794.000000 Penalty: 5864.834473
	Iteration 34Q: 3 clusters Score -1.694079e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 135461 members 
Entering Unmasked Estep 
Score: -16940802.000000 Penalty: 5864.834473
	Iteration 35Q: 3 clusters Score -1.69408e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -16940818.000000 Penalty: 5864.834473
	Iteration 36Q: 3 clusters Score -1.694082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 135525 members 
Entering Unmasked Estep 
Score: -16940844.000000 Penalty: 5864.834473
	Iteration 37Q: 3 clusters Score -1.694084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 135539 members 
Entering Unmasked Estep 
Score: -16940844.000000 Penalty: 5864.834473
	Iteration 38Q: 3 clusters Score -1.694084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 135558 members 
Entering Unmasked Estep 
Score: -16940858.000000 Penalty: 5864.834473
	Iteration 39Q: 3 clusters Score -1.694086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 135573 members 
Entering Unmasked Estep 
Score: -16940888.000000 Penalty: 5864.834473
	Iteration 40F: 3 clusters Score -1.694089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 135586 members 
Entering Unmasked Estep 
Score: -16940892.000000 Penalty: 5864.834473
	Iteration 41Q: 3 clusters Score -1.694089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 135603 members 
Entering Unmasked Estep 
Score: -16940902.000000 Penalty: 5864.834473
	Iteration 42Q: 3 clusters Score -1.69409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 135617 members 
Entering Unmasked Estep 
Score: -16940908.000000 Penalty: 5864.834473
	Iteration 43Q: 3 clusters Score -1.694091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 135630 members 
Entering Unmasked Estep 
Score: -16940896.000000 Penalty: 5864.834473
	Iteration 44Q: 3 clusters Score -1.69409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 135638 members 
Entering Unmasked Estep 
Score: -16940884.000000 Penalty: 5864.834473
	Iteration 45Q: 3 clusters Score -1.694088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 135648 members 
Entering Unmasked Estep 
Score: -16940898.000000 Penalty: 5864.834473
	Iteration 46Q: 3 clusters Score -1.69409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -16940914.000000 Penalty: 5864.834473
	Iteration 47Q: 3 clusters Score -1.694091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 135656 members 
Entering Unmasked Estep 
Score: -16940912.000000 Penalty: 5864.834473
	Iteration 48Q: 3 clusters Score -1.694091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 135663 members 
Entering Unmasked Estep 
Score: -16940916.000000 Penalty: 5864.834473
	Iteration 49Q: 3 clusters Score -1.694092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 135670 members 
Entering Unmasked Estep 
Score: -16940922.000000 Penalty: 5864.834473
	Iteration 50Q: 3 clusters Score -1.694092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -16940936.000000 Penalty: 5864.834473
	Iteration 51Q: 3 clusters Score -1.694094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 135695 members 
Entering Unmasked Estep 
Score: -16940942.000000 Penalty: 5864.834473
	Iteration 52Q: 3 clusters Score -1.694094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 135695 members 
Entering Unmasked Estep 
Score: -16940950.000000 Penalty: 5864.834473
	Iteration 53Q: 3 clusters Score -1.694095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -16940952.000000 Penalty: 5864.834473
	Iteration 54Q: 3 clusters Score -1.694095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 135701 members 
Entering Unmasked Estep 
Score: -16940964.000000 Penalty: 5864.834473
	Iteration 55Q: 3 clusters Score -1.694096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 135706 members 
Entering Unmasked Estep 
Score: -16940964.000000 Penalty: 5864.834473
	Iteration 56Q: 3 clusters Score -1.694096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -16940952.000000 Penalty: 5864.834473
	Iteration 57Q: 3 clusters Score -1.694095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -16940950.000000 Penalty: 5864.834473
	Iteration 58Q: 3 clusters Score -1.694095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 135712 members 
Entering Unmasked Estep 
Score: -16940960.000000 Penalty: 5864.834473
	Iteration 59Q: 3 clusters Score -1.694096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 135713 members 
Entering Unmasked Estep 
Score: -16940966.000000 Penalty: 5864.834473
	Iteration 60F: 3 clusters Score -1.694097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 135712 members 
Entering Unmasked Estep 
Score: -16940960.000000 Penalty: 5864.834473
	Iteration 61Q: 3 clusters Score -1.694096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 135711 members 
Entering Unmasked Estep 
Score: -16940954.000000 Penalty: 5864.834473
	Iteration 62Q: 3 clusters Score -1.694095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -16940954.000000 Penalty: 5864.834473
	Iteration 63Q: 3 clusters Score -1.694095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
Score: -16940960.000000 Penalty: 5864.834473
	Iteration 64Q: 3 clusters Score -1.694096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -16940966.000000 Penalty: 5864.834473
	Iteration 65Q: 3 clusters Score -1.694097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 135726 members 
Entering Unmasked Estep 
Score: -16940978.000000 Penalty: 5864.834473
	Iteration 66Q: 3 clusters Score -1.694098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -16940978.000000 Penalty: 5864.834473
	Iteration 67Q: 3 clusters Score -1.694098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 135732 members 
Entering Unmasked Estep 
Score: -16940982.000000 Penalty: 5864.834473
	Iteration 68Q: 3 clusters Score -1.694098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 135736 members 
Entering Unmasked Estep 
Score: -16940990.000000 Penalty: 5864.834473
	Iteration 69Q: 3 clusters Score -1.694099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -16940986.000000 Penalty: 5864.834473
	Iteration 70Q: 3 clusters Score -1.694099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
Score: -16940988.000000 Penalty: 5864.834473
	Iteration 71Q: 3 clusters Score -1.694099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 135746 members 
Entering Unmasked Estep 
Score: -16941000.000000 Penalty: 5864.834473
	Iteration 72Q: 3 clusters Score -1.6941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 135746 members 
Entering Unmasked Estep 
Score: -16940998.000000 Penalty: 5864.834473
	Iteration 73Q: 3 clusters Score -1.6941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 135746 members 
Entering Unmasked Estep 
Score: -16941004.000000 Penalty: 5864.834473
	Iteration 74Q: 3 clusters Score -1.6941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 135750 members 
Entering Unmasked Estep 
Score: -16941010.000000 Penalty: 5864.834473
	Iteration 75Q: 3 clusters Score -1.694101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -16941010.000000 Penalty: 5864.834473
	Iteration 76Q: 3 clusters Score -1.694101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 135750 members 
Entering Unmasked Estep 
Score: -16941014.000000 Penalty: 5864.834473
	Iteration 77Q: 3 clusters Score -1.694101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -16941016.000000 Penalty: 5864.834473
	Iteration 78Q: 3 clusters Score -1.694102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 135755 members 
Entering Unmasked Estep 
Score: -16941034.000000 Penalty: 5864.834473
	Iteration 79Q: 3 clusters Score -1.694103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 135759 members 
Entering Unmasked Estep 
Score: -16941028.000000 Penalty: 5864.834473
	Iteration 80F: 3 clusters Score -1.694103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 135763 members 
Entering Unmasked Estep 
Score: -16941028.000000 Penalty: 5864.834473
	Iteration 81Q: 3 clusters Score -1.694103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 135769 members 
Entering Unmasked Estep 
Score: -16941040.000000 Penalty: 5864.834473
	Iteration 82Q: 3 clusters Score -1.694104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 135770 members 
Entering Unmasked Estep 
Score: -16941030.000000 Penalty: 5864.834473
	Iteration 83Q: 3 clusters Score -1.694103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 135775 members 
Entering Unmasked Estep 
Score: -16941052.000000 Penalty: 5864.834473
	Iteration 84Q: 3 clusters Score -1.694105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -16941062.000000 Penalty: 5864.834473
	Iteration 85Q: 3 clusters Score -1.694106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 135778 members 
Entering Unmasked Estep 
Score: -16941062.000000 Penalty: 5864.834473
	Iteration 86Q: 3 clusters Score -1.694106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 135779 members 
Entering Unmasked Estep 
Score: -16941066.000000 Penalty: 5864.834473
	Iteration 87Q: 3 clusters Score -1.694107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 135778 members 
Entering Unmasked Estep 
Score: -16941056.000000 Penalty: 5864.834473
	Iteration 88Q: 3 clusters Score -1.694106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -16941056.000000 Penalty: 5864.834473
	Iteration 89Q: 3 clusters Score -1.694106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -16941056.000000 Penalty: 5864.834473
	Iteration 90F: 3 clusters Score -1.694106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -804511.437500 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -804511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -798818.125000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -798818.1 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -800402.000000 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -800402 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -800716.375000 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -800716.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -800941.437500 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -800941.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -801154.562500 Penalty: 4383.417969
	Iteration 4Q: 3 clusters Score -801154.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -801393.750000 Penalty: 4383.417969
	Iteration 5Q: 3 clusters Score -801393.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -801615.437500 Penalty: 4383.417969
	Iteration 6Q: 3 clusters Score -801615.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -801804.062500 Penalty: 4383.417969
	Iteration 7Q: 3 clusters Score -801804.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -801988.312500 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -801988.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -802181.500000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -802181.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -802357.562500 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -802357.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -802505.250000 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -802505.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -802588.625000 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -802588.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -802653.125000 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -802653.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -802700.312500 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -802700.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -802738.937500 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -802738.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -802771.750000 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -802771.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -802802.875000 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -802802.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -802826.750000 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -802826.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -802846.375000 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -802846.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -802864.562500 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -802864.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -802884.187500 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -802884.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -802901.062500 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -802901.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -802922.375000 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -802922.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -802940.937500 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -802940.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -802955.750000 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -802955.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -802968.187500 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -802968.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -802987.000000 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -802987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -802996.937500 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -802996.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -803013.000000 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -803013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -803030.500000 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -803030.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -803044.062500 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -803044.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -803059.312500 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -803059.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -803077.437500 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -803077.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -803094.125000 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -803094.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -803104.562500 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -803104.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -803118.000000 Penalty: 4383.417969
	Iteration 36Q: 3 clusters Score -803118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -803124.000000 Penalty: 4383.417969
	Iteration 37Q: 3 clusters Score -803124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -803130.875000 Penalty: 4383.417969
	Iteration 38Q: 3 clusters Score -803130.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -803137.250000 Penalty: 4383.417969
	Iteration 39Q: 3 clusters Score -803137.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -803144.500000 Penalty: 4383.417969
	Iteration 40F: 3 clusters Score -803144.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -803154.875000 Penalty: 4383.417969
	Iteration 41Q: 3 clusters Score -803154.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -803163.437500 Penalty: 4383.417969
	Iteration 42Q: 3 clusters Score -803163.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -803176.187500 Penalty: 4383.417969
	Iteration 43Q: 3 clusters Score -803176.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -803184.375000 Penalty: 4383.417969
	Iteration 44Q: 3 clusters Score -803184.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -803198.125000 Penalty: 4383.417969
	Iteration 45Q: 3 clusters Score -803198.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -803213.500000 Penalty: 4383.417969
	Iteration 46Q: 3 clusters Score -803213.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -803227.437500 Penalty: 4383.417969
	Iteration 47Q: 3 clusters Score -803227.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -803240.937500 Penalty: 4383.417969
	Iteration 48Q: 3 clusters Score -803240.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -803256.062500 Penalty: 4383.417969
	Iteration 49Q: 3 clusters Score -803256.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -803269.750000 Penalty: 4383.417969
	Iteration 50Q: 3 clusters Score -803269.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -803280.312500 Penalty: 4383.417969
	Iteration 51Q: 3 clusters Score -803280.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -803289.375000 Penalty: 4383.417969
	Iteration 52Q: 3 clusters Score -803289.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -803299.625000 Penalty: 4383.417969
	Iteration 53Q: 3 clusters Score -803299.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -803307.687500 Penalty: 4383.417969
	Iteration 54Q: 3 clusters Score -803307.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -803314.937500 Penalty: 4383.417969
	Iteration 55Q: 3 clusters Score -803314.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -803321.375000 Penalty: 4383.417969
	Iteration 56Q: 3 clusters Score -803321.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -803328.500000 Penalty: 4383.417969
	Iteration 57Q: 3 clusters Score -803328.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -803336.937500 Penalty: 4383.417969
	Iteration 58Q: 3 clusters Score -803336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -803340.687500 Penalty: 4383.417969
	Iteration 59Q: 3 clusters Score -803340.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -803342.750000 Penalty: 4383.417969
	Iteration 60F: 3 clusters Score -803342.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -803347.187500 Penalty: 4383.417969
	Iteration 61Q: 3 clusters Score -803347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -803348.687500 Penalty: 4383.417969
	Iteration 62Q: 3 clusters Score -803348.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -803355.000000 Penalty: 4383.417969
	Iteration 63Q: 3 clusters Score -803355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -803358.250000 Penalty: 4383.417969
	Iteration 64Q: 3 clusters Score -803358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -803359.812500 Penalty: 4383.417969
	Iteration 65Q: 3 clusters Score -803359.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -803362.812500 Penalty: 4383.417969
	Iteration 66Q: 3 clusters Score -803362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -803365.250000 Penalty: 4383.417969
	Iteration 67Q: 3 clusters Score -803365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -803366.375000 Penalty: 4383.417969
	Iteration 68Q: 3 clusters Score -803366.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -803368.812500 Penalty: 4383.417969
	Iteration 69Q: 3 clusters Score -803368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -803370.125000 Penalty: 4383.417969
	Iteration 70Q: 3 clusters Score -803370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -803371.312500 Penalty: 4383.417969
	Iteration 71Q: 3 clusters Score -803371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -803373.312500 Penalty: 4383.417969
	Iteration 72Q: 3 clusters Score -803373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -803373.375000 Penalty: 4383.417969
	Iteration 73Q: 3 clusters Score -803373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -803373.375000 Penalty: 4383.417969
	Iteration 74F: 3 clusters Score -803373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -155864.656250 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155864.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -156267.593750 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156267.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156469.625000 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156469.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -156705.937500 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -156705.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157044.234375 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -157044.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -157536.578125 Penalty: 3618.347900
	Iteration 5F: 3 clusters Score -157536.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -158087.328125 Penalty: 3618.347900
	Iteration 6F: 3 clusters Score -158087.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -158656.656250 Penalty: 3618.347900
	Iteration 7F: 3 clusters Score -158656.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -159019.671875 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -159019.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159241.265625 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -159241.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159350.375000 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -159350.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -159432.421875 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -159432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -159450.421875 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -159450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159451.406250 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -159451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -159451.406250 Penalty: 3618.347900
	Iteration 14F: 3 clusters Score -159451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 73455 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186353 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170801 members 
Mstep: Class 7 contains 54487 members 
Mstep: Class 8 contains 136525 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196038 members 
Mstep: Class 13 contains 64146 members 
Mstep: Class 14 contains 166213 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171479 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 87993 members 
Mstep: Class 21 contains 28691 members 
Mstep: Class 22 contains 17481 members 
Mstep: Class 23 contains 162224 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 27260 members 
Mstep: Class 26 contains 903 members 
Entering Unmasked Estep 
Score: -194678432.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194678896.000000 to -194678432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79632.000000 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79913.445312 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79913.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80018.789062 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -80018.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80075.062500 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -80075.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80122.953125 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -80122.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80242.984375 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80242.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80359.976562 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80359.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80446.968750 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80446.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80499.226562 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80499.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80523.406250 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80523.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80538.695312 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80548.625000 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80548.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80562.750000 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80562.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80569.835938 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80569.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80571.773438 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80571.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -80571.773438 Penalty: 3270.149902
	Iteration 15F: 3 clusters Score -80571.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (196038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196038 members 
Entering Unmasked Estep 
Score: -24055302.000000 Penalty: 3022.143799
	Iteration 0F: 2 clusters Score -2.40553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97994 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -23933004.000000 Penalty: 6044.287598
	Iteration 0F: 3 clusters Score -2.3933e+07 nChanged 94061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -23987986.000000 Penalty: 6044.287598
	Iteration 1F: 3 clusters Score -2.398799e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -23988714.000000 Penalty: 6044.287598
	Iteration 2Q: 3 clusters Score -2.398871e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 97576 members 
Entering Unmasked Estep 
Score: -23989410.000000 Penalty: 6044.287598
	Iteration 3Q: 3 clusters Score -2.398941e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 97284 members 
Entering Unmasked Estep 
Score: -23990158.000000 Penalty: 6044.287598
	Iteration 4Q: 3 clusters Score -2.399016e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -23990988.000000 Penalty: 6044.287598
	Iteration 5Q: 3 clusters Score -2.399099e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -23991738.000000 Penalty: 6044.287598
	Iteration 6Q: 3 clusters Score -2.399174e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -23992824.000000 Penalty: 6044.287598
	Iteration 7Q: 3 clusters Score -2.399282e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101963 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -23994236.000000 Penalty: 6044.287598
	Iteration 8Q: 3 clusters Score -2.399424e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -23995958.000000 Penalty: 6044.287598
	Iteration 9Q: 3 clusters Score -2.399596e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106181 members 
Mstep: Class 2 contains 89857 members 
Entering Unmasked Estep 
Score: -23998920.000000 Penalty: 6044.287598
	Iteration 10Q: 3 clusters Score -2.399892e+07 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -24003250.000000 Penalty: 6044.287598
	Iteration 11Q: 3 clusters Score -2.400325e+07 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -24010238.000000 Penalty: 6044.287598
	Iteration 12F: 3 clusters Score -2.401024e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 77628 members 
Entering Unmasked Estep 
Score: -24019464.000000 Penalty: 6044.287598
	Iteration 13F: 3 clusters Score -2.401946e+07 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -24028988.000000 Penalty: 6044.287598
	Iteration 14F: 3 clusters Score -2.402899e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125567 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -24034730.000000 Penalty: 6044.287598
	Iteration 15F: 3 clusters Score -2.403473e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -24036874.000000 Penalty: 6044.287598
	Iteration 16Q: 3 clusters Score -2.403687e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130119 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -24038096.000000 Penalty: 6044.287598
	Iteration 17Q: 3 clusters Score -2.40381e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132262 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -24039040.000000 Penalty: 6044.287598
	Iteration 18Q: 3 clusters Score -2.403904e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134311 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -24039860.000000 Penalty: 6044.287598
	Iteration 19Q: 3 clusters Score -2.403986e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136225 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -24040554.000000 Penalty: 6044.287598
	Iteration 20F: 3 clusters Score -2.404055e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138162 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -24041342.000000 Penalty: 6044.287598
	Iteration 21Q: 3 clusters Score -2.404134e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -24041788.000000 Penalty: 6044.287598
	Iteration 22Q: 3 clusters Score -2.404179e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -24042318.000000 Penalty: 6044.287598
	Iteration 23Q: 3 clusters Score -2.404232e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -24042912.000000 Penalty: 6044.287598
	Iteration 24Q: 3 clusters Score -2.404291e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145863 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -24043440.000000 Penalty: 6044.287598
	Iteration 25Q: 3 clusters Score -2.404344e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148178 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -24044072.000000 Penalty: 6044.287598
	Iteration 26Q: 3 clusters Score -2.404407e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150855 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -24044698.000000 Penalty: 6044.287598
	Iteration 27Q: 3 clusters Score -2.40447e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -24045284.000000 Penalty: 6044.287598
	Iteration 28Q: 3 clusters Score -2.404528e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -24045874.000000 Penalty: 6044.287598
	Iteration 29Q: 3 clusters Score -2.404587e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161691 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -24046660.000000 Penalty: 6044.287598
	Iteration 30Q: 3 clusters Score -2.404666e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166353 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -24047292.000000 Penalty: 6044.287598
	Iteration 31Q: 3 clusters Score -2.404729e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171231 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -24047702.000000 Penalty: 6044.287598
	Iteration 32Q: 3 clusters Score -2.40477e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -24048294.000000 Penalty: 6044.287598
	Iteration 33Q: 3 clusters Score -2.404829e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180683 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -24048834.000000 Penalty: 6044.287598
	Iteration 34Q: 3 clusters Score -2.404883e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184675 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -24049354.000000 Penalty: 6044.287598
	Iteration 35Q: 3 clusters Score -2.404935e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -24049644.000000 Penalty: 6044.287598
	Iteration 36Q: 3 clusters Score -2.404964e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189719 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -24050018.000000 Penalty: 6044.287598
	Iteration 37Q: 3 clusters Score -2.405002e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190984 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -24050420.000000 Penalty: 6044.287598
	Iteration 38Q: 3 clusters Score -2.405042e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191813 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -24050726.000000 Penalty: 6044.287598
	Iteration 39Q: 3 clusters Score -2.405073e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192318 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -24051722.000000 Penalty: 6044.287598
	Iteration 40F: 3 clusters Score -2.405172e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193882 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -24052230.000000 Penalty: 6044.287598
	Iteration 41Q: 3 clusters Score -2.405223e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194787 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -24052334.000000 Penalty: 6044.287598
	Iteration 42Q: 3 clusters Score -2.405233e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195286 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -24052526.000000 Penalty: 6044.287598
	Iteration 43Q: 3 clusters Score -2.405253e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -24052654.000000 Penalty: 6044.287598
	Iteration 44Q: 3 clusters Score -2.405265e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24052688.000000 Penalty: 6044.287598
	Iteration 45Q: 3 clusters Score -2.405269e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195659 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -24052756.000000 Penalty: 6044.287598
	Iteration 46Q: 3 clusters Score -2.405276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195680 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -24052762.000000 Penalty: 6044.287598
	Iteration 47Q: 3 clusters Score -2.405276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195702 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24052748.000000 Penalty: 6044.287598
	Iteration 48Q: 3 clusters Score -2.405275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195713 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24052766.000000 Penalty: 6044.287598
	Iteration 49Q: 3 clusters Score -2.405277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195727 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -24052738.000000 Penalty: 6044.287598
	Iteration 50Q: 3 clusters Score -2.405274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195734 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24052766.000000 Penalty: 6044.287598
	Iteration 51Q: 3 clusters Score -2.405277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195739 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -24052748.000000 Penalty: 6044.287598
	Iteration 52Q: 3 clusters Score -2.405275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195746 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -24052764.000000 Penalty: 6044.287598
	Iteration 53Q: 3 clusters Score -2.405276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24052778.000000 Penalty: 6044.287598
	Iteration 54Q: 3 clusters Score -2.405278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24052778.000000 Penalty: 6044.287598
	Iteration 55F: 3 clusters Score -2.405278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Entering Unmasked Estep 
Score: -7621579.500000 Penalty: 2745.091553
	Iteration 0F: 2 clusters Score -7621580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -7578502.000000 Penalty: 5490.183105
	Iteration 0F: 3 clusters Score -7578502 nChanged 29998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -7595459.000000 Penalty: 5490.183105
	Iteration 1F: 3 clusters Score -7595459 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -7596253.500000 Penalty: 5490.183105
	Iteration 2Q: 3 clusters Score -7596254 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -7597184.000000 Penalty: 5490.183105
	Iteration 3Q: 3 clusters Score -7597184 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7598564.500000 Penalty: 5490.183105
	Iteration 4Q: 3 clusters Score -7598564 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -7600684.500000 Penalty: 5490.183105
	Iteration 5F: 3 clusters Score -7600684 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -7603718.000000 Penalty: 5490.183105
	Iteration 6F: 3 clusters Score -7603718 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -7607809.500000 Penalty: 5490.183105
	Iteration 7F: 3 clusters Score -7607810 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -7612239.500000 Penalty: 5490.183105
	Iteration 8F: 3 clusters Score -7612240 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -7615843.500000 Penalty: 5490.183105
	Iteration 9F: 3 clusters Score -7615844 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -7617916.000000 Penalty: 5490.183105
	Iteration 10Q: 3 clusters Score -7617916 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -7618721.000000 Penalty: 5490.183105
	Iteration 11Q: 3 clusters Score -7618721 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -7619070.000000 Penalty: 5490.183105
	Iteration 12Q: 3 clusters Score -7619070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 63565 members 
Entering Unmasked Estep 
Score: -7619181.500000 Penalty: 5490.183105
	Iteration 13Q: 3 clusters Score -7619182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -7619248.500000 Penalty: 5490.183105
	Iteration 14Q: 3 clusters Score -7619248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -7619289.000000 Penalty: 5490.183105
	Iteration 15Q: 3 clusters Score -7619289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -7619303.000000 Penalty: 5490.183105
	Iteration 16Q: 3 clusters Score -7619303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -7619311.000000 Penalty: 5490.183105
	Iteration 17Q: 3 clusters Score -7619311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -7619325.000000 Penalty: 5490.183105
	Iteration 18Q: 3 clusters Score -7619325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -7619340.500000 Penalty: 5490.183105
	Iteration 19Q: 3 clusters Score -7619340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -7619346.000000 Penalty: 5490.183105
	Iteration 20F: 3 clusters Score -7619346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -7619336.500000 Penalty: 5490.183105
	Iteration 21Q: 3 clusters Score -7619336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -7619344.500000 Penalty: 5490.183105
	Iteration 22Q: 3 clusters Score -7619344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -7619340.500000 Penalty: 5490.183105
	Iteration 23Q: 3 clusters Score -7619340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -7619342.000000 Penalty: 5490.183105
	Iteration 24Q: 3 clusters Score -7619342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -7619342.000000 Penalty: 5490.183105
	Iteration 25F: 3 clusters Score -7619342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Entering Unmasked Estep 
Score: -20589320.000000 Penalty: 2981.214355
	Iteration 0F: 2 clusters Score -2.058932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -20480494.000000 Penalty: 5962.428711
	Iteration 0F: 3 clusters Score -2.048049e+07 nChanged 79659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -20526694.000000 Penalty: 5962.428711
	Iteration 1F: 3 clusters Score -2.052669e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -20527626.000000 Penalty: 5962.428711
	Iteration 2Q: 3 clusters Score -2.052763e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -20528694.000000 Penalty: 5962.428711
	Iteration 3Q: 3 clusters Score -2.052869e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 94628 members 
Entering Unmasked Estep 
Score: -20530718.000000 Penalty: 5962.428711
	Iteration 4Q: 3 clusters Score -2.053072e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -20534198.000000 Penalty: 5962.428711
	Iteration 5Q: 3 clusters Score -2.05342e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 110068 members 
Entering Unmasked Estep 
Score: -20540342.000000 Penalty: 5962.428711
	Iteration 6F: 3 clusters Score -2.054034e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 121974 members 
Entering Unmasked Estep 
Score: -20550880.000000 Penalty: 5962.428711
	Iteration 7F: 3 clusters Score -2.055088e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 135129 members 
Entering Unmasked Estep 
Score: -20564500.000000 Penalty: 5962.428711
	Iteration 8F: 3 clusters Score -2.05645e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 146068 members 
Entering Unmasked Estep 
Score: -20576240.000000 Penalty: 5962.428711
	Iteration 9F: 3 clusters Score -2.057624e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -20583086.000000 Penalty: 5962.428711
	Iteration 10Q: 3 clusters Score -2.058309e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -20586268.000000 Penalty: 5962.428711
	Iteration 11Q: 3 clusters Score -2.058627e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 158574 members 
Entering Unmasked Estep 
Score: -20587840.000000 Penalty: 5962.428711
	Iteration 12Q: 3 clusters Score -2.058784e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -20588492.000000 Penalty: 5962.428711
	Iteration 13Q: 3 clusters Score -2.058849e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 160903 members 
Entering Unmasked Estep 
Score: -20588912.000000 Penalty: 5962.428711
	Iteration 14Q: 3 clusters Score -2.058891e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 161555 members 
Entering Unmasked Estep 
Score: -20589080.000000 Penalty: 5962.428711
	Iteration 15Q: 3 clusters Score -2.058908e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -20589172.000000 Penalty: 5962.428711
	Iteration 16Q: 3 clusters Score -2.058917e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -20589170.000000 Penalty: 5962.428711
	Iteration 17Q: 3 clusters Score -2.058917e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -20589166.000000 Penalty: 5962.428711
	Iteration 18Q: 3 clusters Score -2.058917e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 162809 members 
Entering Unmasked Estep 
Score: -20589152.000000 Penalty: 5962.428711
	Iteration 19Q: 3 clusters Score -2.058915e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -20589194.000000 Penalty: 5962.428711
	Iteration 20F: 3 clusters Score -2.058919e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -20589172.000000 Penalty: 5962.428711
	Iteration 21Q: 3 clusters Score -2.058917e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -20589176.000000 Penalty: 5962.428711
	Iteration 22Q: 3 clusters Score -2.058918e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -20589172.000000 Penalty: 5962.428711
	Iteration 23Q: 3 clusters Score -2.058917e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -20589164.000000 Penalty: 5962.428711
	Iteration 24Q: 3 clusters Score -2.058916e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -20589178.000000 Penalty: 5962.428711
	Iteration 25Q: 3 clusters Score -2.058918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -20589154.000000 Penalty: 5962.428711
	Iteration 26Q: 3 clusters Score -2.058915e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 163534 members 
Entering Unmasked Estep 
Score: -20589150.000000 Penalty: 5962.428711
	Iteration 27Q: 3 clusters Score -2.058915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -20589152.000000 Penalty: 5962.428711
	Iteration 28Q: 3 clusters Score -2.058915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 163598 members 
Entering Unmasked Estep 
Score: -20589140.000000 Penalty: 5962.428711
	Iteration 29Q: 3 clusters Score -2.058914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 163632 members 
Entering Unmasked Estep 
Score: -20589164.000000 Penalty: 5962.428711
	Iteration 30Q: 3 clusters Score -2.058916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -20589146.000000 Penalty: 5962.428711
	Iteration 31Q: 3 clusters Score -2.058915e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -20589140.000000 Penalty: 5962.428711
	Iteration 32Q: 3 clusters Score -2.058914e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -20589160.000000 Penalty: 5962.428711
	Iteration 33Q: 3 clusters Score -2.058916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 163746 members 
Entering Unmasked Estep 
Score: -20589152.000000 Penalty: 5962.428711
	Iteration 34Q: 3 clusters Score -2.058915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 163774 members 
Entering Unmasked Estep 
Score: -20589160.000000 Penalty: 5962.428711
	Iteration 35Q: 3 clusters Score -2.058916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 163802 members 
Entering Unmasked Estep 
Score: -20589136.000000 Penalty: 5962.428711
	Iteration 36Q: 3 clusters Score -2.058914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -20589132.000000 Penalty: 5962.428711
	Iteration 37Q: 3 clusters Score -2.058913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -20589130.000000 Penalty: 5962.428711
	Iteration 38Q: 3 clusters Score -2.058913e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 163880 members 
Entering Unmasked Estep 
Score: -20589104.000000 Penalty: 5962.428711
	Iteration 39Q: 3 clusters Score -2.05891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -20589096.000000 Penalty: 5962.428711
	Iteration 40F: 3 clusters Score -2.05891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -20589106.000000 Penalty: 5962.428711
	Iteration 41Q: 3 clusters Score -2.058911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -20589110.000000 Penalty: 5962.428711
	Iteration 42Q: 3 clusters Score -2.058911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 163917 members 
Entering Unmasked Estep 
Score: -20589110.000000 Penalty: 5962.428711
	Iteration 43Q: 3 clusters Score -2.058911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -20589118.000000 Penalty: 5962.428711
	Iteration 44Q: 3 clusters Score -2.058912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -20589120.000000 Penalty: 5962.428711
	Iteration 45Q: 3 clusters Score -2.058912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 163924 members 
Entering Unmasked Estep 
Score: -20589122.000000 Penalty: 5962.428711
	Iteration 46Q: 3 clusters Score -2.058912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 163926 members 
Entering Unmasked Estep 
Score: -20589124.000000 Penalty: 5962.428711
	Iteration 47Q: 3 clusters Score -2.058912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 163927 members 
Entering Unmasked Estep 
Score: -20589116.000000 Penalty: 5962.428711
	Iteration 48Q: 3 clusters Score -2.058912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 163928 members 
Entering Unmasked Estep 
Score: -20589116.000000 Penalty: 5962.428711
	Iteration 49Q: 3 clusters Score -2.058912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -20589130.000000 Penalty: 5962.428711
	Iteration 50Q: 3 clusters Score -2.058913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -20589126.000000 Penalty: 5962.428711
	Iteration 51Q: 3 clusters Score -2.058913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -20589126.000000 Penalty: 5962.428711
	Iteration 52Q: 3 clusters Score -2.058913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -20589134.000000 Penalty: 5962.428711
	Iteration 53Q: 3 clusters Score -2.058913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -20589134.000000 Penalty: 5962.428711
	Iteration 54F: 3 clusters Score -2.058913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -327303.937500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -327303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -324250.750000 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -324250.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -324858.781250 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -324858.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -324996.375000 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -324996.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -325076.562500 Penalty: 3912.241699
	Iteration 3Q: 3 clusters Score -325076.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -325122.687500 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -325122.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -325152.062500 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -325152.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -325177.531250 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -325177.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -325198.656250 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -325198.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -325209.593750 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -325209.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -325216.562500 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -325216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -325222.718750 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -325222.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -325233.718750 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -325233.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -325239.656250 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -325239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -325245.781250 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -325245.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -325248.781250 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -325248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -325251.968750 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -325252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -325254.468750 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -325254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -325256.843750 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -325256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -325258.812500 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -325258.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -325258.812500 Penalty: 3912.241699
	Iteration 19F: 3 clusters Score -325258.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78340.453125 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78340.45 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78548.500000 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78548.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78632.796875 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78632.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -78693.390625 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78693.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78747.500000 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78747.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -78782.992188 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78782.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78862.234375 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78862.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78972.578125 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78972.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79082.578125 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -79082.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79177.992188 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79177.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79227.742188 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79227.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79259.312500 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79259.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79289.250000 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79289.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -79319.414062 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79319.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -79343.500000 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79343.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79352.335938 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79352.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79355.234375 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79355.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79355.234375 Penalty: 3260.545166
	Iteration 17F: 3 clusters Score -79355.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171479 members 
Entering Unmasked Estep 
Score: -21327878.000000 Penalty: 2988.949707
	Iteration 0F: 2 clusters Score -2.132788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85488 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -21216928.000000 Penalty: 5977.899414
	Iteration 0F: 3 clusters Score -2.121693e+07 nChanged 82388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -21264902.000000 Penalty: 5977.899414
	Iteration 1F: 3 clusters Score -2.12649e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 92834 members 
Entering Unmasked Estep 
Score: -21266066.000000 Penalty: 5977.899414
	Iteration 2Q: 3 clusters Score -2.126607e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -21267942.000000 Penalty: 5977.899414
	Iteration 3Q: 3 clusters Score -2.126794e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 103923 members 
Entering Unmasked Estep 
Score: -21271398.000000 Penalty: 5977.899414
	Iteration 4Q: 3 clusters Score -2.12714e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
Score: -21277258.000000 Penalty: 5977.899414
	Iteration 5F: 3 clusters Score -2.127726e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 126420 members 
Entering Unmasked Estep 
Score: -21286980.000000 Penalty: 5977.899414
	Iteration 6F: 3 clusters Score -2.128698e+07 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -21300572.000000 Penalty: 5977.899414
	Iteration 7F: 3 clusters Score -2.130057e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 155269 members 
Entering Unmasked Estep 
Score: -21313100.000000 Penalty: 5977.899414
	Iteration 8F: 3 clusters Score -2.13131e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -21320538.000000 Penalty: 5977.899414
	Iteration 9F: 3 clusters Score -2.132054e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 168805 members 
Entering Unmasked Estep 
Score: -21323508.000000 Penalty: 5977.899414
	Iteration 10Q: 3 clusters Score -2.132351e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 170329 members 
Entering Unmasked Estep 
Score: -21324592.000000 Penalty: 5977.899414
	Iteration 11Q: 3 clusters Score -2.132459e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 170800 members 
Entering Unmasked Estep 
Score: -21324984.000000 Penalty: 5977.899414
	Iteration 12Q: 3 clusters Score -2.132498e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 170955 members 
Entering Unmasked Estep 
Score: -21325124.000000 Penalty: 5977.899414
	Iteration 13Q: 3 clusters Score -2.132512e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -21325236.000000 Penalty: 5977.899414
	Iteration 14Q: 3 clusters Score -2.132524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -21325262.000000 Penalty: 5977.899414
	Iteration 15Q: 3 clusters Score -2.132526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -21325298.000000 Penalty: 5977.899414
	Iteration 16Q: 3 clusters Score -2.13253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 171076 members 
Entering Unmasked Estep 
Score: -21325340.000000 Penalty: 5977.899414
	Iteration 17Q: 3 clusters Score -2.132534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21325352.000000 Penalty: 5977.899414
	Iteration 18Q: 3 clusters Score -2.132535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21325350.000000 Penalty: 5977.899414
	Iteration 19Q: 3 clusters Score -2.132535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -21325348.000000 Penalty: 5977.899414
	Iteration 20F: 3 clusters Score -2.132535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -21325340.000000 Penalty: 5977.899414
	Iteration 21Q: 3 clusters Score -2.132534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -21325338.000000 Penalty: 5977.899414
	Iteration 22Q: 3 clusters Score -2.132534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -21325362.000000 Penalty: 5977.899414
	Iteration 23Q: 3 clusters Score -2.132536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 171086 members 
Entering Unmasked Estep 
Score: -21325360.000000 Penalty: 5977.899414
	Iteration 24Q: 3 clusters Score -2.132536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 171089 members 
Entering Unmasked Estep 
Score: -21325370.000000 Penalty: 5977.899414
	Iteration 25Q: 3 clusters Score -2.132537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -21325372.000000 Penalty: 5977.899414
	Iteration 26Q: 3 clusters Score -2.132537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 171089 members 
Entering Unmasked Estep 
Score: -21325372.000000 Penalty: 5977.899414
	Iteration 27Q: 3 clusters Score -2.132537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 171089 members 
Entering Unmasked Estep 
Score: -21325382.000000 Penalty: 5977.899414
	Iteration 28Q: 3 clusters Score -2.132538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -21325386.000000 Penalty: 5977.899414
	Iteration 29Q: 3 clusters Score -2.132539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21325386.000000 Penalty: 5977.899414
	Iteration 30Q: 3 clusters Score -2.132539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 171080 members 
Entering Unmasked Estep 
Score: -21325392.000000 Penalty: 5977.899414
	Iteration 31Q: 3 clusters Score -2.132539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -21325402.000000 Penalty: 5977.899414
	Iteration 32Q: 3 clusters Score -2.13254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21325410.000000 Penalty: 5977.899414
	Iteration 33Q: 3 clusters Score -2.132541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21325404.000000 Penalty: 5977.899414
	Iteration 34Q: 3 clusters Score -2.13254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 171084 members 
Entering Unmasked Estep 
Score: -21325408.000000 Penalty: 5977.899414
	Iteration 35Q: 3 clusters Score -2.132541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 171086 members 
Entering Unmasked Estep 
Score: -21325404.000000 Penalty: 5977.899414
	Iteration 36Q: 3 clusters Score -2.13254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 171086 members 
Entering Unmasked Estep 
Score: -21325414.000000 Penalty: 5977.899414
	Iteration 37Q: 3 clusters Score -2.132541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 171088 members 
Entering Unmasked Estep 
Score: -21325406.000000 Penalty: 5977.899414
	Iteration 38Q: 3 clusters Score -2.132541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 171087 members 
Entering Unmasked Estep 
Score: -21325408.000000 Penalty: 5977.899414
	Iteration 39Q: 3 clusters Score -2.132541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 171087 members 
Entering Unmasked Estep 
Score: -21325408.000000 Penalty: 5977.899414
	Iteration 40F: 3 clusters Score -2.132541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Entering Unmasked Estep 
Score: -1705437.625000 Penalty: 2368.864014
	Iteration 0F: 2 clusters Score -1705438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1695280.625000 Penalty: 4737.728027
	Iteration 0F: 3 clusters Score -1695281 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1698644.000000 Penalty: 4737.728027
	Iteration 1F: 3 clusters Score -1698644 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1699186.250000 Penalty: 4737.728027
	Iteration 2F: 3 clusters Score -1699186 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1699739.000000 Penalty: 4737.728027
	Iteration 3F: 3 clusters Score -1699739 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1700429.500000 Penalty: 4737.728027
	Iteration 4F: 3 clusters Score -1700430 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1701261.500000 Penalty: 4737.728027
	Iteration 5F: 3 clusters Score -1701262 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1702122.625000 Penalty: 4737.728027
	Iteration 6F: 3 clusters Score -1702123 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1702825.875000 Penalty: 4737.728027
	Iteration 7F: 3 clusters Score -1702826 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1703342.125000 Penalty: 4737.728027
	Iteration 8F: 3 clusters Score -1703342 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1703650.500000 Penalty: 4737.728027
	Iteration 9Q: 3 clusters Score -1703650 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1703812.125000 Penalty: 4737.728027
	Iteration 10Q: 3 clusters Score -1703812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1703905.250000 Penalty: 4737.728027
	Iteration 11Q: 3 clusters Score -1703905 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1703967.125000 Penalty: 4737.728027
	Iteration 12Q: 3 clusters Score -1703967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1704013.750000 Penalty: 4737.728027
	Iteration 13Q: 3 clusters Score -1704014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1704060.625000 Penalty: 4737.728027
	Iteration 14Q: 3 clusters Score -1704061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1704095.500000 Penalty: 4737.728027
	Iteration 15Q: 3 clusters Score -1704096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1704124.375000 Penalty: 4737.728027
	Iteration 16Q: 3 clusters Score -1704124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1704151.000000 Penalty: 4737.728027
	Iteration 17Q: 3 clusters Score -1704151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1704176.750000 Penalty: 4737.728027
	Iteration 18Q: 3 clusters Score -1704177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1704195.250000 Penalty: 4737.728027
	Iteration 19Q: 3 clusters Score -1704195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1704203.750000 Penalty: 4737.728027
	Iteration 20F: 3 clusters Score -1704204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1704213.375000 Penalty: 4737.728027
	Iteration 21Q: 3 clusters Score -1704213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1704214.750000 Penalty: 4737.728027
	Iteration 22Q: 3 clusters Score -1704215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1704224.875000 Penalty: 4737.728027
	Iteration 23Q: 3 clusters Score -1704225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1704227.500000 Penalty: 4737.728027
	Iteration 24Q: 3 clusters Score -1704228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1704228.125000 Penalty: 4737.728027
	Iteration 25Q: 3 clusters Score -1704228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1704232.000000 Penalty: 4737.728027
	Iteration 26Q: 3 clusters Score -1704232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1704230.750000 Penalty: 4737.728027
	Iteration 27Q: 3 clusters Score -1704231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1704235.125000 Penalty: 4737.728027
	Iteration 28Q: 3 clusters Score -1704235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1704239.500000 Penalty: 4737.728027
	Iteration 29Q: 3 clusters Score -1704240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1704238.375000 Penalty: 4737.728027
	Iteration 30Q: 3 clusters Score -1704238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1704236.125000 Penalty: 4737.728027
	Iteration 31Q: 3 clusters Score -1704236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1704237.750000 Penalty: 4737.728027
	Iteration 32Q: 3 clusters Score -1704238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1704241.625000 Penalty: 4737.728027
	Iteration 33Q: 3 clusters Score -1704242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1704243.250000 Penalty: 4737.728027
	Iteration 34Q: 3 clusters Score -1704243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1704241.375000 Penalty: 4737.728027
	Iteration 35Q: 3 clusters Score -1704241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1704243.375000 Penalty: 4737.728027
	Iteration 36Q: 3 clusters Score -1704243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1704243.750000 Penalty: 4737.728027
	Iteration 37Q: 3 clusters Score -1704244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1704243.875000 Penalty: 4737.728027
	Iteration 38Q: 3 clusters Score -1704244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1704244.625000 Penalty: 4737.728027
	Iteration 39Q: 3 clusters Score -1704245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1704242.000000 Penalty: 4737.728027
	Iteration 40F: 3 clusters Score -1704242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1704251.500000 Penalty: 4737.728027
	Iteration 41Q: 3 clusters Score -1704252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1704254.125000 Penalty: 4737.728027
	Iteration 42Q: 3 clusters Score -1704254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1704252.750000 Penalty: 4737.728027
	Iteration 43Q: 3 clusters Score -1704253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1704253.625000 Penalty: 4737.728027
	Iteration 44Q: 3 clusters Score -1704254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1704253.750000 Penalty: 4737.728027
	Iteration 45Q: 3 clusters Score -1704254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1704257.000000 Penalty: 4737.728027
	Iteration 46Q: 3 clusters Score -1704257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1704257.000000 Penalty: 4737.728027
	Iteration 47F: 3 clusters Score -1704257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -560996.812500 Penalty: 2104.505371
	Iteration 0F: 2 clusters Score -560996.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -556595.937500 Penalty: 4209.010742
	Iteration 0F: 3 clusters Score -556595.9 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -557649.875000 Penalty: 4209.010742
	Iteration 1F: 3 clusters Score -557649.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -557858.375000 Penalty: 4209.010742
	Iteration 2F: 3 clusters Score -557858.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -558004.062500 Penalty: 4209.010742
	Iteration 3Q: 3 clusters Score -558004.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -558134.250000 Penalty: 4209.010742
	Iteration 4Q: 3 clusters Score -558134.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -558256.062500 Penalty: 4209.010742
	Iteration 5Q: 3 clusters Score -558256.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -558366.187500 Penalty: 4209.010742
	Iteration 6Q: 3 clusters Score -558366.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -558461.937500 Penalty: 4209.010742
	Iteration 7Q: 3 clusters Score -558461.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -558543.687500 Penalty: 4209.010742
	Iteration 8Q: 3 clusters Score -558543.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -558627.562500 Penalty: 4209.010742
	Iteration 9Q: 3 clusters Score -558627.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -558717.312500 Penalty: 4209.010742
	Iteration 10Q: 3 clusters Score -558717.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -558788.250000 Penalty: 4209.010742
	Iteration 11Q: 3 clusters Score -558788.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -558854.000000 Penalty: 4209.010742
	Iteration 12Q: 3 clusters Score -558854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -558911.125000 Penalty: 4209.010742
	Iteration 13Q: 3 clusters Score -558911.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -558967.625000 Penalty: 4209.010742
	Iteration 14Q: 3 clusters Score -558967.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -559023.125000 Penalty: 4209.010742
	Iteration 15Q: 3 clusters Score -559023.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -559063.625000 Penalty: 4209.010742
	Iteration 16Q: 3 clusters Score -559063.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -559109.187500 Penalty: 4209.010742
	Iteration 17Q: 3 clusters Score -559109.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -559159.312500 Penalty: 4209.010742
	Iteration 18Q: 3 clusters Score -559159.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -559208.875000 Penalty: 4209.010742
	Iteration 19Q: 3 clusters Score -559208.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -559262.500000 Penalty: 4209.010742
	Iteration 20F: 3 clusters Score -559262.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -559310.437500 Penalty: 4209.010742
	Iteration 21Q: 3 clusters Score -559310.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -559346.062500 Penalty: 4209.010742
	Iteration 22Q: 3 clusters Score -559346.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -559374.562500 Penalty: 4209.010742
	Iteration 23Q: 3 clusters Score -559374.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -559397.187500 Penalty: 4209.010742
	Iteration 24Q: 3 clusters Score -559397.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -559417.687500 Penalty: 4209.010742
	Iteration 25Q: 3 clusters Score -559417.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -559440.812500 Penalty: 4209.010742
	Iteration 26Q: 3 clusters Score -559440.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -559463.125000 Penalty: 4209.010742
	Iteration 27Q: 3 clusters Score -559463.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -559488.500000 Penalty: 4209.010742
	Iteration 28Q: 3 clusters Score -559488.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -559509.875000 Penalty: 4209.010742
	Iteration 29Q: 3 clusters Score -559509.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -559524.500000 Penalty: 4209.010742
	Iteration 30Q: 3 clusters Score -559524.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -559535.625000 Penalty: 4209.010742
	Iteration 31Q: 3 clusters Score -559535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -559545.937500 Penalty: 4209.010742
	Iteration 32Q: 3 clusters Score -559545.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -559558.562500 Penalty: 4209.010742
	Iteration 33Q: 3 clusters Score -559558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -559564.500000 Penalty: 4209.010742
	Iteration 34Q: 3 clusters Score -559564.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -559576.062500 Penalty: 4209.010742
	Iteration 35Q: 3 clusters Score -559576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -559584.750000 Penalty: 4209.010742
	Iteration 36Q: 3 clusters Score -559584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -559592.250000 Penalty: 4209.010742
	Iteration 37Q: 3 clusters Score -559592.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -559602.500000 Penalty: 4209.010742
	Iteration 38Q: 3 clusters Score -559602.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -559609.625000 Penalty: 4209.010742
	Iteration 39Q: 3 clusters Score -559609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -559616.687500 Penalty: 4209.010742
	Iteration 40F: 3 clusters Score -559616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -559620.750000 Penalty: 4209.010742
	Iteration 41Q: 3 clusters Score -559620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -559622.375000 Penalty: 4209.010742
	Iteration 42Q: 3 clusters Score -559622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -559623.750000 Penalty: 4209.010742
	Iteration 43Q: 3 clusters Score -559623.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -559628.562500 Penalty: 4209.010742
	Iteration 44Q: 3 clusters Score -559628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -559634.187500 Penalty: 4209.010742
	Iteration 45Q: 3 clusters Score -559634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -559635.062500 Penalty: 4209.010742
	Iteration 46Q: 3 clusters Score -559635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -559637.625000 Penalty: 4209.010742
	Iteration 47Q: 3 clusters Score -559637.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -559639.562500 Penalty: 4209.010742
	Iteration 48Q: 3 clusters Score -559639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -559640.875000 Penalty: 4209.010742
	Iteration 49Q: 3 clusters Score -559640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -559641.125000 Penalty: 4209.010742
	Iteration 50Q: 3 clusters Score -559641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -559643.437500 Penalty: 4209.010742
	Iteration 51Q: 3 clusters Score -559643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -559644.937500 Penalty: 4209.010742
	Iteration 52Q: 3 clusters Score -559644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -559647.187500 Penalty: 4209.010742
	Iteration 53Q: 3 clusters Score -559647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -559654.437500 Penalty: 4209.010742
	Iteration 54Q: 3 clusters Score -559654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -559662.312500 Penalty: 4209.010742
	Iteration 55Q: 3 clusters Score -559662.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -559665.750000 Penalty: 4209.010742
	Iteration 56Q: 3 clusters Score -559665.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -559666.687500 Penalty: 4209.010742
	Iteration 57Q: 3 clusters Score -559666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -559666.687500 Penalty: 4209.010742
	Iteration 58F: 3 clusters Score -559666.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (87993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Entering Unmasked Estep 
Score: -10882079.000000 Penalty: 2823.483154
	Iteration 0F: 2 clusters Score -1.088208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -10823370.000000 Penalty: 5646.966309
	Iteration 0F: 3 clusters Score -1.082337e+07 nChanged 41272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -10847087.000000 Penalty: 5646.966309
	Iteration 1F: 3 clusters Score -1.084709e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -10848409.000000 Penalty: 5646.966309
	Iteration 2Q: 3 clusters Score -1.084841e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -10850083.000000 Penalty: 5646.966309
	Iteration 3Q: 3 clusters Score -1.085008e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -10852477.000000 Penalty: 5646.966309
	Iteration 4F: 3 clusters Score -1.085248e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -10855902.000000 Penalty: 5646.966309
	Iteration 5F: 3 clusters Score -1.08559e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -10859863.000000 Penalty: 5646.966309
	Iteration 6F: 3 clusters Score -1.085986e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -10864572.000000 Penalty: 5646.966309
	Iteration 7F: 3 clusters Score -1.086457e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -10868792.000000 Penalty: 5646.966309
	Iteration 8F: 3 clusters Score -1.086879e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -10871452.000000 Penalty: 5646.966309
	Iteration 9Q: 3 clusters Score -1.087145e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 64997 members 
Entering Unmasked Estep 
Score: -10872802.000000 Penalty: 5646.966309
	Iteration 10Q: 3 clusters Score -1.08728e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -10873490.000000 Penalty: 5646.966309
	Iteration 11Q: 3 clusters Score -1.087349e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -10874006.000000 Penalty: 5646.966309
	Iteration 12Q: 3 clusters Score -1.087401e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -10874459.000000 Penalty: 5646.966309
	Iteration 13Q: 3 clusters Score -1.087446e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -10874936.000000 Penalty: 5646.966309
	Iteration 14Q: 3 clusters Score -1.087494e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 71263 members 
Entering Unmasked Estep 
Score: -10875297.000000 Penalty: 5646.966309
	Iteration 15Q: 3 clusters Score -1.08753e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -10875622.000000 Penalty: 5646.966309
	Iteration 16Q: 3 clusters Score -1.087562e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -10875958.000000 Penalty: 5646.966309
	Iteration 17Q: 3 clusters Score -1.087596e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -10876305.000000 Penalty: 5646.966309
	Iteration 18Q: 3 clusters Score -1.08763e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -10876631.000000 Penalty: 5646.966309
	Iteration 19Q: 3 clusters Score -1.087663e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -10876961.000000 Penalty: 5646.966309
	Iteration 20F: 3 clusters Score -1.087696e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -10877237.000000 Penalty: 5646.966309
	Iteration 21Q: 3 clusters Score -1.087724e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -10877518.000000 Penalty: 5646.966309
	Iteration 22Q: 3 clusters Score -1.087752e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -10877758.000000 Penalty: 5646.966309
	Iteration 23Q: 3 clusters Score -1.087776e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -10878028.000000 Penalty: 5646.966309
	Iteration 24Q: 3 clusters Score -1.087803e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -10878255.000000 Penalty: 5646.966309
	Iteration 25Q: 3 clusters Score -1.087826e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -10878443.000000 Penalty: 5646.966309
	Iteration 26Q: 3 clusters Score -1.087844e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -10878654.000000 Penalty: 5646.966309
	Iteration 27Q: 3 clusters Score -1.087865e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -10878780.000000 Penalty: 5646.966309
	Iteration 28Q: 3 clusters Score -1.087878e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -10878916.000000 Penalty: 5646.966309
	Iteration 29Q: 3 clusters Score -1.087892e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 82632 members 
Entering Unmasked Estep 
Score: -10879050.000000 Penalty: 5646.966309
	Iteration 30Q: 3 clusters Score -1.087905e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -10879142.000000 Penalty: 5646.966309
	Iteration 31Q: 3 clusters Score -1.087914e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -10879245.000000 Penalty: 5646.966309
	Iteration 32Q: 3 clusters Score -1.087924e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -10879334.000000 Penalty: 5646.966309
	Iteration 33Q: 3 clusters Score -1.087933e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10879465.000000 Penalty: 5646.966309
	Iteration 34Q: 3 clusters Score -1.087946e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -10879570.000000 Penalty: 5646.966309
	Iteration 35Q: 3 clusters Score -1.087957e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -10879637.000000 Penalty: 5646.966309
	Iteration 36Q: 3 clusters Score -1.087964e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -10879717.000000 Penalty: 5646.966309
	Iteration 37Q: 3 clusters Score -1.087972e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -10879775.000000 Penalty: 5646.966309
	Iteration 38Q: 3 clusters Score -1.087978e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -10879804.000000 Penalty: 5646.966309
	Iteration 39Q: 3 clusters Score -1.08798e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -10879830.000000 Penalty: 5646.966309
	Iteration 40F: 3 clusters Score -1.087983e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -10879849.000000 Penalty: 5646.966309
	Iteration 41Q: 3 clusters Score -1.087985e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -10879899.000000 Penalty: 5646.966309
	Iteration 42Q: 3 clusters Score -1.08799e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 85389 members 
Entering Unmasked Estep 
Score: -10879906.000000 Penalty: 5646.966309
	Iteration 43Q: 3 clusters Score -1.087991e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -10879940.000000 Penalty: 5646.966309
	Iteration 44Q: 3 clusters Score -1.087994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -10879932.000000 Penalty: 5646.966309
	Iteration 45Q: 3 clusters Score -1.087993e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -10879952.000000 Penalty: 5646.966309
	Iteration 46Q: 3 clusters Score -1.087995e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -10879956.000000 Penalty: 5646.966309
	Iteration 47Q: 3 clusters Score -1.087996e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -10879991.000000 Penalty: 5646.966309
	Iteration 48Q: 3 clusters Score -1.087999e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 85727 members 
Entering Unmasked Estep 
Score: -10879999.000000 Penalty: 5646.966309
	Iteration 49Q: 3 clusters Score -1.088e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -10880042.000000 Penalty: 5646.966309
	Iteration 50Q: 3 clusters Score -1.088004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -10880054.000000 Penalty: 5646.966309
	Iteration 51Q: 3 clusters Score -1.088005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -10880046.000000 Penalty: 5646.966309
	Iteration 52Q: 3 clusters Score -1.088005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -10880056.000000 Penalty: 5646.966309
	Iteration 53Q: 3 clusters Score -1.088006e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 85925 members 
Entering Unmasked Estep 
Score: -10880068.000000 Penalty: 5646.966309
	Iteration 54Q: 3 clusters Score -1.088007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 85953 members 
Entering Unmasked Estep 
Score: -10880082.000000 Penalty: 5646.966309
	Iteration 55Q: 3 clusters Score -1.088008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -10880077.000000 Penalty: 5646.966309
	Iteration 56Q: 3 clusters Score -1.088008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -10880079.000000 Penalty: 5646.966309
	Iteration 57Q: 3 clusters Score -1.088008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -10880073.000000 Penalty: 5646.966309
	Iteration 58Q: 3 clusters Score -1.088007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -10880074.000000 Penalty: 5646.966309
	Iteration 59Q: 3 clusters Score -1.088007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -10880084.000000 Penalty: 5646.966309
	Iteration 60F: 3 clusters Score -1.088008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -10880073.000000 Penalty: 5646.966309
	Iteration 61Q: 3 clusters Score -1.088007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -10880083.000000 Penalty: 5646.966309
	Iteration 62Q: 3 clusters Score -1.088008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -10880088.000000 Penalty: 5646.966309
	Iteration 63Q: 3 clusters Score -1.088009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -10880086.000000 Penalty: 5646.966309
	Iteration 64Q: 3 clusters Score -1.088009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -10880089.000000 Penalty: 5646.966309
	Iteration 65Q: 3 clusters Score -1.088009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 86070 members 
Entering Unmasked Estep 
Score: -10880083.000000 Penalty: 5646.966309
	Iteration 66Q: 3 clusters Score -1.088008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -10880080.000000 Penalty: 5646.966309
	Iteration 67Q: 3 clusters Score -1.088008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -10880085.000000 Penalty: 5646.966309
	Iteration 68Q: 3 clusters Score -1.088008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -10880084.000000 Penalty: 5646.966309
	Iteration 69Q: 3 clusters Score -1.088008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
Score: -10880079.000000 Penalty: 5646.966309
	Iteration 70Q: 3 clusters Score -1.088008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
Score: -10880083.000000 Penalty: 5646.966309
	Iteration 71Q: 3 clusters Score -1.088008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 86085 members 
Entering Unmasked Estep 
Score: -10880088.000000 Penalty: 5646.966309
	Iteration 72Q: 3 clusters Score -1.088009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -10880083.000000 Penalty: 5646.966309
	Iteration 73Q: 3 clusters Score -1.088008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -10880078.000000 Penalty: 5646.966309
	Iteration 74Q: 3 clusters Score -1.088008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -10880085.000000 Penalty: 5646.966309
	Iteration 75Q: 3 clusters Score -1.088008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -10880094.000000 Penalty: 5646.966309
	Iteration 76Q: 3 clusters Score -1.088009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -10880094.000000 Penalty: 5646.966309
	Iteration 77F: 3 clusters Score -1.088009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Entering Unmasked Estep 
Score: -3339600.500000 Penalty: 2545.555908
	Iteration 0F: 2 clusters Score -3339600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3319879.500000 Penalty: 5091.111816
	Iteration 0F: 3 clusters Score -3319880 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3326952.000000 Penalty: 5091.111816
	Iteration 1F: 3 clusters Score -3326952 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3327511.250000 Penalty: 5091.111816
	Iteration 2F: 3 clusters Score -3327511 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3328012.250000 Penalty: 5091.111816
	Iteration 3Q: 3 clusters Score -3328012 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3328477.750000 Penalty: 5091.111816
	Iteration 4Q: 3 clusters Score -3328478 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3329023.750000 Penalty: 5091.111816
	Iteration 5Q: 3 clusters Score -3329024 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3329638.750000 Penalty: 5091.111816
	Iteration 6Q: 3 clusters Score -3329639 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3330285.000000 Penalty: 5091.111816
	Iteration 7Q: 3 clusters Score -3330285 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3331095.500000 Penalty: 5091.111816
	Iteration 8Q: 3 clusters Score -3331096 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3332169.250000 Penalty: 5091.111816
	Iteration 9F: 3 clusters Score -3332169 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3333475.750000 Penalty: 5091.111816
	Iteration 10F: 3 clusters Score -3333476 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3334949.250000 Penalty: 5091.111816
	Iteration 11F: 3 clusters Score -3334949 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3336271.500000 Penalty: 5091.111816
	Iteration 12F: 3 clusters Score -3336272 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3337295.500000 Penalty: 5091.111816
	Iteration 13Q: 3 clusters Score -3337296 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3337898.500000 Penalty: 5091.111816
	Iteration 14Q: 3 clusters Score -3337898 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3338176.500000 Penalty: 5091.111816
	Iteration 15Q: 3 clusters Score -3338176 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3338327.750000 Penalty: 5091.111816
	Iteration 16Q: 3 clusters Score -3338328 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3338388.000000 Penalty: 5091.111816
	Iteration 17Q: 3 clusters Score -3338388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3338429.000000 Penalty: 5091.111816
	Iteration 18Q: 3 clusters Score -3338429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3338462.250000 Penalty: 5091.111816
	Iteration 19Q: 3 clusters Score -3338462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3338488.500000 Penalty: 5091.111816
	Iteration 20F: 3 clusters Score -3338488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3338503.500000 Penalty: 5091.111816
	Iteration 21Q: 3 clusters Score -3338504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3338528.250000 Penalty: 5091.111816
	Iteration 22Q: 3 clusters Score -3338528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3338535.500000 Penalty: 5091.111816
	Iteration 23Q: 3 clusters Score -3338536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3338543.750000 Penalty: 5091.111816
	Iteration 24Q: 3 clusters Score -3338544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3338549.500000 Penalty: 5091.111816
	Iteration 25Q: 3 clusters Score -3338550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3338554.500000 Penalty: 5091.111816
	Iteration 26Q: 3 clusters Score -3338554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3338563.500000 Penalty: 5091.111816
	Iteration 27Q: 3 clusters Score -3338564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3338560.750000 Penalty: 5091.111816
	Iteration 28Q: 3 clusters Score -3338561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3338560.250000 Penalty: 5091.111816
	Iteration 29Q: 3 clusters Score -3338560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3338562.000000 Penalty: 5091.111816
	Iteration 30Q: 3 clusters Score -3338562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3338563.000000 Penalty: 5091.111816
	Iteration 31Q: 3 clusters Score -3338563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3338563.000000 Penalty: 5091.111816
	Iteration 32F: 3 clusters Score -3338563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Entering Unmasked Estep 
Score: -2145877.500000 Penalty: 2422.679688
	Iteration 0F: 2 clusters Score -2145878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2133299.750000 Penalty: 4845.359375
	Iteration 0F: 3 clusters Score -2133300 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2137369.750000 Penalty: 4845.359375
	Iteration 1F: 3 clusters Score -2137370 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2137686 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2137925.750000 Penalty: 4845.359375
	Iteration 3Q: 3 clusters Score -2137926 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2138114.250000 Penalty: 4845.359375
	Iteration 4Q: 3 clusters Score -2138114 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2138266.250000 Penalty: 4845.359375
	Iteration 5Q: 3 clusters Score -2138266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2138382.000000 Penalty: 4845.359375
	Iteration 6Q: 3 clusters Score -2138382 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2138480.250000 Penalty: 4845.359375
	Iteration 7Q: 3 clusters Score -2138480 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2138567.000000 Penalty: 4845.359375
	Iteration 8Q: 3 clusters Score -2138567 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2138656.000000 Penalty: 4845.359375
	Iteration 9Q: 3 clusters Score -2138656 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2138730.750000 Penalty: 4845.359375
	Iteration 10Q: 3 clusters Score -2138731 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2138812.250000 Penalty: 4845.359375
	Iteration 11Q: 3 clusters Score -2138812 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2138897.000000 Penalty: 4845.359375
	Iteration 12Q: 3 clusters Score -2138897 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2139012.000000 Penalty: 4845.359375
	Iteration 13Q: 3 clusters Score -2139012 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2139170.750000 Penalty: 4845.359375
	Iteration 14Q: 3 clusters Score -2139171 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2139394.250000 Penalty: 4845.359375
	Iteration 15Q: 3 clusters Score -2139394 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2139658.250000 Penalty: 4845.359375
	Iteration 16Q: 3 clusters Score -2139658 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2140035.750000 Penalty: 4845.359375
	Iteration 17Q: 3 clusters Score -2140036 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2140530.000000 Penalty: 4845.359375
	Iteration 18Q: 3 clusters Score -2140530 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2141058.000000 Penalty: 4845.359375
	Iteration 19Q: 3 clusters Score -2141058 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2141525.000000 Penalty: 4845.359375
	Iteration 20F: 3 clusters Score -2141525 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2141933.750000 Penalty: 4845.359375
	Iteration 21Q: 3 clusters Score -2141934 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2142274.750000 Penalty: 4845.359375
	Iteration 22Q: 3 clusters Score -2142275 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2142543.750000 Penalty: 4845.359375
	Iteration 23Q: 3 clusters Score -2142544 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2142719.750000 Penalty: 4845.359375
	Iteration 24Q: 3 clusters Score -2142720 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2142839.000000 Penalty: 4845.359375
	Iteration 25Q: 3 clusters Score -2142839 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2142925.250000 Penalty: 4845.359375
	Iteration 26Q: 3 clusters Score -2142925 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2142980.500000 Penalty: 4845.359375
	Iteration 27Q: 3 clusters Score -2142980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2143022.500000 Penalty: 4845.359375
	Iteration 28Q: 3 clusters Score -2143022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2143052.000000 Penalty: 4845.359375
	Iteration 29Q: 3 clusters Score -2143052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2143083.250000 Penalty: 4845.359375
	Iteration 30Q: 3 clusters Score -2143083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2143108.000000 Penalty: 4845.359375
	Iteration 31Q: 3 clusters Score -2143108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2143127.750000 Penalty: 4845.359375
	Iteration 32Q: 3 clusters Score -2143128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2143144.500000 Penalty: 4845.359375
	Iteration 33Q: 3 clusters Score -2143144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2143163.250000 Penalty: 4845.359375
	Iteration 34Q: 3 clusters Score -2143163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2143168.750000 Penalty: 4845.359375
	Iteration 35Q: 3 clusters Score -2143169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2143188.250000 Penalty: 4845.359375
	Iteration 36Q: 3 clusters Score -2143188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2143205.250000 Penalty: 4845.359375
	Iteration 37Q: 3 clusters Score -2143205 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2143226.000000 Penalty: 4845.359375
	Iteration 38Q: 3 clusters Score -2143226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2143251.250000 Penalty: 4845.359375
	Iteration 39Q: 3 clusters Score -2143251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2143265.250000 Penalty: 4845.359375
	Iteration 40F: 3 clusters Score -2143265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2143287.000000 Penalty: 4845.359375
	Iteration 41Q: 3 clusters Score -2143287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2143303.250000 Penalty: 4845.359375
	Iteration 42Q: 3 clusters Score -2143303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2143309.750000 Penalty: 4845.359375
	Iteration 43Q: 3 clusters Score -2143310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2143326.750000 Penalty: 4845.359375
	Iteration 44Q: 3 clusters Score -2143327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2143340.250000 Penalty: 4845.359375
	Iteration 45Q: 3 clusters Score -2143340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2143354.500000 Penalty: 4845.359375
	Iteration 46Q: 3 clusters Score -2143354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2143372.000000 Penalty: 4845.359375
	Iteration 47Q: 3 clusters Score -2143372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2143382.500000 Penalty: 4845.359375
	Iteration 48Q: 3 clusters Score -2143382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2143395.750000 Penalty: 4845.359375
	Iteration 49Q: 3 clusters Score -2143396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2143410.750000 Penalty: 4845.359375
	Iteration 50Q: 3 clusters Score -2143411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2143420.500000 Penalty: 4845.359375
	Iteration 51Q: 3 clusters Score -2143420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2143424.750000 Penalty: 4845.359375
	Iteration 52Q: 3 clusters Score -2143425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2143429.750000 Penalty: 4845.359375
	Iteration 53Q: 3 clusters Score -2143430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2143443.000000 Penalty: 4845.359375
	Iteration 54Q: 3 clusters Score -2143443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2143453.750000 Penalty: 4845.359375
	Iteration 55Q: 3 clusters Score -2143454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2143462.500000 Penalty: 4845.359375
	Iteration 56Q: 3 clusters Score -2143462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2143462.500000 Penalty: 4845.359375
	Iteration 57Q: 3 clusters Score -2143462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2143468.250000 Penalty: 4845.359375
	Iteration 58Q: 3 clusters Score -2143468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2143473.500000 Penalty: 4845.359375
	Iteration 59Q: 3 clusters Score -2143474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2143483.500000 Penalty: 4845.359375
	Iteration 60F: 3 clusters Score -2143484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2143485.500000 Penalty: 4845.359375
	Iteration 61Q: 3 clusters Score -2143486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2143484.000000 Penalty: 4845.359375
	Iteration 62Q: 3 clusters Score -2143484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2143489.500000 Penalty: 4845.359375
	Iteration 63Q: 3 clusters Score -2143490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2143495.750000 Penalty: 4845.359375
	Iteration 64Q: 3 clusters Score -2143496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2143497.500000 Penalty: 4845.359375
	Iteration 65Q: 3 clusters Score -2143498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2143497.750000 Penalty: 4845.359375
	Iteration 66Q: 3 clusters Score -2143498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2143497.250000 Penalty: 4845.359375
	Iteration 67Q: 3 clusters Score -2143497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2143497.500000 Penalty: 4845.359375
	Iteration 68Q: 3 clusters Score -2143498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2143500.750000 Penalty: 4845.359375
	Iteration 69Q: 3 clusters Score -2143501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2143498.250000 Penalty: 4845.359375
	Iteration 70Q: 3 clusters Score -2143498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2143501.250000 Penalty: 4845.359375
	Iteration 71Q: 3 clusters Score -2143501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2143500.500000 Penalty: 4845.359375
	Iteration 72Q: 3 clusters Score -2143500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2143501.000000 Penalty: 4845.359375
	Iteration 73Q: 3 clusters Score -2143501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2143503.000000 Penalty: 4845.359375
	Iteration 74Q: 3 clusters Score -2143503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2143508.000000 Penalty: 4845.359375
	Iteration 75Q: 3 clusters Score -2143508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2143509.000000 Penalty: 4845.359375
	Iteration 76Q: 3 clusters Score -2143509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2143507.500000 Penalty: 4845.359375
	Iteration 77Q: 3 clusters Score -2143508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2143508.500000 Penalty: 4845.359375
	Iteration 78Q: 3 clusters Score -2143508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2143510.250000 Penalty: 4845.359375
	Iteration 79Q: 3 clusters Score -2143510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2143506.500000 Penalty: 4845.359375
	Iteration 80F: 3 clusters Score -2143506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2143510.500000 Penalty: 4845.359375
	Iteration 81Q: 3 clusters Score -2143510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2143511.750000 Penalty: 4845.359375
	Iteration 82Q: 3 clusters Score -2143512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2143511.750000 Penalty: 4845.359375
	Iteration 83F: 3 clusters Score -2143512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Entering Unmasked Estep 
Score: -19873416.000000 Penalty: 2975.189941
	Iteration 0F: 2 clusters Score -1.987342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -19766336.000000 Penalty: 5950.379883
	Iteration 0F: 3 clusters Score -1.976634e+07 nChanged 77982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -19811234.000000 Penalty: 5950.379883
	Iteration 1F: 3 clusters Score -1.981123e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -19812010.000000 Penalty: 5950.379883
	Iteration 2Q: 3 clusters Score -1.981201e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -19812768.000000 Penalty: 5950.379883
	Iteration 3Q: 3 clusters Score -1.981277e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -19813642.000000 Penalty: 5950.379883
	Iteration 4Q: 3 clusters Score -1.981364e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -19814894.000000 Penalty: 5950.379883
	Iteration 5Q: 3 clusters Score -1.981489e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -19816902.000000 Penalty: 5950.379883
	Iteration 6Q: 3 clusters Score -1.98169e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -19820380.000000 Penalty: 5950.379883
	Iteration 7Q: 3 clusters Score -1.982038e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -19827016.000000 Penalty: 5950.379883
	Iteration 8F: 3 clusters Score -1.982702e+07 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -19837420.000000 Penalty: 5950.379883
	Iteration 9F: 3 clusters Score -1.983742e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -19848682.000000 Penalty: 5950.379883
	Iteration 10F: 3 clusters Score -1.984868e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -19855116.000000 Penalty: 5950.379883
	Iteration 11F: 3 clusters Score -1.985512e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -19857714.000000 Penalty: 5950.379883
	Iteration 12Q: 3 clusters Score -1.985771e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 111933 members 
Entering Unmasked Estep 
Score: -19859260.000000 Penalty: 5950.379883
	Iteration 13Q: 3 clusters Score -1.985926e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 114367 members 
Entering Unmasked Estep 
Score: -19860560.000000 Penalty: 5950.379883
	Iteration 14Q: 3 clusters Score -1.986056e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -19861796.000000 Penalty: 5950.379883
	Iteration 15Q: 3 clusters Score -1.98618e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -19862908.000000 Penalty: 5950.379883
	Iteration 16Q: 3 clusters Score -1.986291e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 120543 members 
Entering Unmasked Estep 
Score: -19863734.000000 Penalty: 5950.379883
	Iteration 17Q: 3 clusters Score -1.986373e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -19864536.000000 Penalty: 5950.379883
	Iteration 18Q: 3 clusters Score -1.986454e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -19865290.000000 Penalty: 5950.379883
	Iteration 19Q: 3 clusters Score -1.986529e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -19865966.000000 Penalty: 5950.379883
	Iteration 20F: 3 clusters Score -1.986597e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 126769 members 
Entering Unmasked Estep 
Score: -19866462.000000 Penalty: 5950.379883
	Iteration 21Q: 3 clusters Score -1.986646e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -19866924.000000 Penalty: 5950.379883
	Iteration 22Q: 3 clusters Score -1.986692e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 129328 members 
Entering Unmasked Estep 
Score: -19867462.000000 Penalty: 5950.379883
	Iteration 23Q: 3 clusters Score -1.986746e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 130504 members 
Entering Unmasked Estep 
Score: -19867848.000000 Penalty: 5950.379883
	Iteration 24Q: 3 clusters Score -1.986785e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 131600 members 
Entering Unmasked Estep 
Score: -19868298.000000 Penalty: 5950.379883
	Iteration 25Q: 3 clusters Score -1.98683e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -19868664.000000 Penalty: 5950.379883
	Iteration 26Q: 3 clusters Score -1.986866e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -19869050.000000 Penalty: 5950.379883
	Iteration 27Q: 3 clusters Score -1.986905e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -19869422.000000 Penalty: 5950.379883
	Iteration 28Q: 3 clusters Score -1.986942e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
Score: -19869754.000000 Penalty: 5950.379883
	Iteration 29Q: 3 clusters Score -1.986975e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 136668 members 
Entering Unmasked Estep 
Score: -19870052.000000 Penalty: 5950.379883
	Iteration 30Q: 3 clusters Score -1.987005e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -19870274.000000 Penalty: 5950.379883
	Iteration 31Q: 3 clusters Score -1.987027e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -19870634.000000 Penalty: 5950.379883
	Iteration 32Q: 3 clusters Score -1.987063e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 139139 members 
Entering Unmasked Estep 
Score: -19870878.000000 Penalty: 5950.379883
	Iteration 33Q: 3 clusters Score -1.987088e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 139913 members 
Entering Unmasked Estep 
Score: -19871186.000000 Penalty: 5950.379883
	Iteration 34Q: 3 clusters Score -1.987119e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 140656 members 
Entering Unmasked Estep 
Score: -19871302.000000 Penalty: 5950.379883
	Iteration 35Q: 3 clusters Score -1.98713e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 141340 members 
Entering Unmasked Estep 
Score: -19871456.000000 Penalty: 5950.379883
	Iteration 36Q: 3 clusters Score -1.987146e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 142003 members 
Entering Unmasked Estep 
Score: -19871612.000000 Penalty: 5950.379883
	Iteration 37Q: 3 clusters Score -1.987161e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -19871800.000000 Penalty: 5950.379883
	Iteration 38Q: 3 clusters Score -1.98718e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -19871968.000000 Penalty: 5950.379883
	Iteration 39Q: 3 clusters Score -1.987197e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -19872206.000000 Penalty: 5950.379883
	Iteration 40F: 3 clusters Score -1.987221e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -19872400.000000 Penalty: 5950.379883
	Iteration 41Q: 3 clusters Score -1.98724e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -19872610.000000 Penalty: 5950.379883
	Iteration 42Q: 3 clusters Score -1.987261e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 145613 members 
Entering Unmasked Estep 
Score: -19872882.000000 Penalty: 5950.379883
	Iteration 43Q: 3 clusters Score -1.987288e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
Score: -19873102.000000 Penalty: 5950.379883
	Iteration 44Q: 3 clusters Score -1.98731e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 146764 members 
Entering Unmasked Estep 
Score: -19873148.000000 Penalty: 5950.379883
	Iteration 45Q: 3 clusters Score -1.987315e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -19873242.000000 Penalty: 5950.379883
	Iteration 46Q: 3 clusters Score -1.987324e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -19873374.000000 Penalty: 5950.379883
	Iteration 47Q: 3 clusters Score -1.987337e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 148432 members 
Entering Unmasked Estep 
Score: -19873522.000000 Penalty: 5950.379883
	Iteration 48Q: 3 clusters Score -1.987352e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 148982 members 
Entering Unmasked Estep 
Score: -19873752.000000 Penalty: 5950.379883
	Iteration 49Q: 3 clusters Score -1.987375e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 149520 members 
Entering Unmasked Estep 
Score: -19873932.000000 Penalty: 5950.379883
	Iteration 50Q: 3 clusters Score -1.987393e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -19873954.000000 Penalty: 5950.379883
	Iteration 51Q: 3 clusters Score -1.987395e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -19874032.000000 Penalty: 5950.379883
	Iteration 52Q: 3 clusters Score -1.987403e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -19874026.000000 Penalty: 5950.379883
	Iteration 53Q: 3 clusters Score -1.987403e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -19874020.000000 Penalty: 5950.379883
	Iteration 54Q: 3 clusters Score -1.987402e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 151656 members 
Entering Unmasked Estep 
Score: -19874086.000000 Penalty: 5950.379883
	Iteration 55Q: 3 clusters Score -1.987409e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 151982 members 
Entering Unmasked Estep 
Score: -19874106.000000 Penalty: 5950.379883
	Iteration 56Q: 3 clusters Score -1.987411e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 152288 members 
Entering Unmasked Estep 
Score: -19874094.000000 Penalty: 5950.379883
	Iteration 57Q: 3 clusters Score -1.987409e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -19874148.000000 Penalty: 5950.379883
	Iteration 58Q: 3 clusters Score -1.987415e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 152869 members 
Entering Unmasked Estep 
Score: -19874200.000000 Penalty: 5950.379883
	Iteration 59Q: 3 clusters Score -1.98742e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -19874236.000000 Penalty: 5950.379883
	Iteration 60F: 3 clusters Score -1.987424e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -19874228.000000 Penalty: 5950.379883
	Iteration 61Q: 3 clusters Score -1.987423e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -19874208.000000 Penalty: 5950.379883
	Iteration 62Q: 3 clusters Score -1.987421e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -19874166.000000 Penalty: 5950.379883
	Iteration 63Q: 3 clusters Score -1.987417e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 154191 members 
Entering Unmasked Estep 
Score: -19874148.000000 Penalty: 5950.379883
	Iteration 64Q: 3 clusters Score -1.987415e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -19874158.000000 Penalty: 5950.379883
	Iteration 65Q: 3 clusters Score -1.987416e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -19874154.000000 Penalty: 5950.379883
	Iteration 66Q: 3 clusters Score -1.987415e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 154783 members 
Entering Unmasked Estep 
Score: -19874176.000000 Penalty: 5950.379883
	Iteration 67Q: 3 clusters Score -1.987418e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -19874116.000000 Penalty: 5950.379883
	Iteration 68Q: 3 clusters Score -1.987412e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -19874114.000000 Penalty: 5950.379883
	Iteration 69Q: 3 clusters Score -1.987411e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -19874048.000000 Penalty: 5950.379883
	Iteration 70Q: 3 clusters Score -1.987405e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 155543 members 
Entering Unmasked Estep 
Score: -19874036.000000 Penalty: 5950.379883
	Iteration 71Q: 3 clusters Score -1.987404e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 155694 members 
Entering Unmasked Estep 
Score: -19874048.000000 Penalty: 5950.379883
	Iteration 72Q: 3 clusters Score -1.987405e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 155827 members 
Entering Unmasked Estep 
Score: -19874078.000000 Penalty: 5950.379883
	Iteration 73Q: 3 clusters Score -1.987408e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 155968 members 
Entering Unmasked Estep 
Score: -19874014.000000 Penalty: 5950.379883
	Iteration 74Q: 3 clusters Score -1.987401e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -19873976.000000 Penalty: 5950.379883
	Iteration 75Q: 3 clusters Score -1.987398e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -19873982.000000 Penalty: 5950.379883
	Iteration 76Q: 3 clusters Score -1.987398e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -19873972.000000 Penalty: 5950.379883
	Iteration 77Q: 3 clusters Score -1.987397e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -19873948.000000 Penalty: 5950.379883
	Iteration 78Q: 3 clusters Score -1.987395e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 156487 members 
Entering Unmasked Estep 
Score: -19873922.000000 Penalty: 5950.379883
	Iteration 79Q: 3 clusters Score -1.987392e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -19873888.000000 Penalty: 5950.379883
	Iteration 80F: 3 clusters Score -1.987389e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 156641 members 
Entering Unmasked Estep 
Score: -19873886.000000 Penalty: 5950.379883
	Iteration 81Q: 3 clusters Score -1.987389e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -19873910.000000 Penalty: 5950.379883
	Iteration 82Q: 3 clusters Score -1.987391e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -19873876.000000 Penalty: 5950.379883
	Iteration 83Q: 3 clusters Score -1.987388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -19873820.000000 Penalty: 5950.379883
	Iteration 84Q: 3 clusters Score -1.987382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -19873824.000000 Penalty: 5950.379883
	Iteration 85Q: 3 clusters Score -1.987382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 156896 members 
Entering Unmasked Estep 
Score: -19873800.000000 Penalty: 5950.379883
	Iteration 86Q: 3 clusters Score -1.98738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -19873824.000000 Penalty: 5950.379883
	Iteration 87Q: 3 clusters Score -1.987382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -19873804.000000 Penalty: 5950.379883
	Iteration 88Q: 3 clusters Score -1.98738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 157038 members 
Entering Unmasked Estep 
Score: -19873810.000000 Penalty: 5950.379883
	Iteration 89Q: 3 clusters Score -1.987381e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 157092 members 
Entering Unmasked Estep 
Score: -19873758.000000 Penalty: 5950.379883
	Iteration 90Q: 3 clusters Score -1.987376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -19873746.000000 Penalty: 5950.379883
	Iteration 91Q: 3 clusters Score -1.987375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 157186 members 
Entering Unmasked Estep 
Score: -19873750.000000 Penalty: 5950.379883
	Iteration 92Q: 3 clusters Score -1.987375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 157223 members 
Entering Unmasked Estep 
Score: -19873766.000000 Penalty: 5950.379883
	Iteration 93Q: 3 clusters Score -1.987377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -19873722.000000 Penalty: 5950.379883
	Iteration 94Q: 3 clusters Score -1.987372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -19873730.000000 Penalty: 5950.379883
	Iteration 95Q: 3 clusters Score -1.987373e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -19873748.000000 Penalty: 5950.379883
	Iteration 96Q: 3 clusters Score -1.987375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 157376 members 
Entering Unmasked Estep 
Score: -19873734.000000 Penalty: 5950.379883
	Iteration 97Q: 3 clusters Score -1.987373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -19873730.000000 Penalty: 5950.379883
	Iteration 98Q: 3 clusters Score -1.987373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -19873736.000000 Penalty: 5950.379883
	Iteration 99Q: 3 clusters Score -1.987374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -19873728.000000 Penalty: 5950.379883
	Iteration 100F: 3 clusters Score -1.987373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 157517 members 
Entering Unmasked Estep 
Score: -19873726.000000 Penalty: 5950.379883
	Iteration 101Q: 3 clusters Score -1.987373e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -19873722.000000 Penalty: 5950.379883
	Iteration 102Q: 3 clusters Score -1.987372e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 157580 members 
Entering Unmasked Estep 
Score: -19873694.000000 Penalty: 5950.379883
	Iteration 103Q: 3 clusters Score -1.987369e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -19873678.000000 Penalty: 5950.379883
	Iteration 104Q: 3 clusters Score -1.987368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -19873674.000000 Penalty: 5950.379883
	Iteration 105Q: 3 clusters Score -1.987367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 157653 members 
Entering Unmasked Estep 
Score: -19873668.000000 Penalty: 5950.379883
	Iteration 106Q: 3 clusters Score -1.987367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -19873650.000000 Penalty: 5950.379883
	Iteration 107Q: 3 clusters Score -1.987365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -19873648.000000 Penalty: 5950.379883
	Iteration 108Q: 3 clusters Score -1.987365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -19873638.000000 Penalty: 5950.379883
	Iteration 109Q: 3 clusters Score -1.987364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 157703 members 
Entering Unmasked Estep 
Score: -19873640.000000 Penalty: 5950.379883
	Iteration 110Q: 3 clusters Score -1.987364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -19873636.000000 Penalty: 5950.379883
	Iteration 111Q: 3 clusters Score -1.987364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -19873642.000000 Penalty: 5950.379883
	Iteration 112Q: 3 clusters Score -1.987364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -19873636.000000 Penalty: 5950.379883
	Iteration 113Q: 3 clusters Score -1.987364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -19873636.000000 Penalty: 5950.379883
	Iteration 114Q: 3 clusters Score -1.987364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -19873622.000000 Penalty: 5950.379883
	Iteration 115Q: 3 clusters Score -1.987362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -19873612.000000 Penalty: 5950.379883
	Iteration 116Q: 3 clusters Score -1.987361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 157726 members 
Entering Unmasked Estep 
Score: -19873616.000000 Penalty: 5950.379883
	Iteration 117Q: 3 clusters Score -1.987362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -19873604.000000 Penalty: 5950.379883
	Iteration 118Q: 3 clusters Score -1.98736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -19873598.000000 Penalty: 5950.379883
	Iteration 119Q: 3 clusters Score -1.98736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -19873594.000000 Penalty: 5950.379883
	Iteration 120F: 3 clusters Score -1.987359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -19873590.000000 Penalty: 5950.379883
	Iteration 121Q: 3 clusters Score -1.987359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -19873586.000000 Penalty: 5950.379883
	Iteration 122Q: 3 clusters Score -1.987359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -19873586.000000 Penalty: 5950.379883
	Iteration 123F: 3 clusters Score -1.987359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 73455 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186353 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170801 members 
Mstep: Class 7 contains 54487 members 
Mstep: Class 8 contains 136525 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196038 members 
Mstep: Class 13 contains 64146 members 
Mstep: Class 14 contains 166213 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171479 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 87993 members 
Mstep: Class 21 contains 28691 members 
Mstep: Class 22 contains 17481 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 27260 members 
Mstep: Class 26 contains 157751 members 
Entering Unmasked Estep 
Score: -194678144.000000 Penalty: 92160.671875
Splitting cluster 23 changes total score from -194678896.000000 to -194678144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -127000.593750 Penalty: 1740.785522
	Iteration 0F: 2 clusters Score -127000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124973.328125 Penalty: 3481.571045
	Iteration 0F: 3 clusters Score -124973.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125284.242188 Penalty: 3481.571045
	Iteration 1F: 3 clusters Score -125284.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125372.414062 Penalty: 3481.571045
	Iteration 2F: 3 clusters Score -125372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125410.570312 Penalty: 3481.571045
	Iteration 3Q: 3 clusters Score -125410.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125432.109375 Penalty: 3481.571045
	Iteration 4Q: 3 clusters Score -125432.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -125450.585938 Penalty: 3481.571045
	Iteration 5Q: 3 clusters Score -125450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125460.148438 Penalty: 3481.571045
	Iteration 6Q: 3 clusters Score -125460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125471.890625 Penalty: 3481.571045
	Iteration 7Q: 3 clusters Score -125471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125490.859375 Penalty: 3481.571045
	Iteration 8Q: 3 clusters Score -125490.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -125526.195312 Penalty: 3481.571045
	Iteration 9Q: 3 clusters Score -125526.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125568.406250 Penalty: 3481.571045
	Iteration 10Q: 3 clusters Score -125568.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125609.414062 Penalty: 3481.571045
	Iteration 11Q: 3 clusters Score -125609.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125635.578125 Penalty: 3481.571045
	Iteration 12Q: 3 clusters Score -125635.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125652.000000 Penalty: 3481.571045
	Iteration 13Q: 3 clusters Score -125652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125665.414062 Penalty: 3481.571045
	Iteration 14Q: 3 clusters Score -125665.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125680.554688 Penalty: 3481.571045
	Iteration 15Q: 3 clusters Score -125680.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -125695.625000 Penalty: 3481.571045
	Iteration 16Q: 3 clusters Score -125695.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -125722.242188 Penalty: 3481.571045
	Iteration 17Q: 3 clusters Score -125722.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -125745.390625 Penalty: 3481.571045
	Iteration 18Q: 3 clusters Score -125745.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -125772.781250 Penalty: 3481.571045
	Iteration 19Q: 3 clusters Score -125772.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125796.117188 Penalty: 3481.571045
	Iteration 20F: 3 clusters Score -125796.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -125828.343750 Penalty: 3481.571045
	Iteration 21Q: 3 clusters Score -125828.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125857.273438 Penalty: 3481.571045
	Iteration 22Q: 3 clusters Score -125857.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125884.476562 Penalty: 3481.571045
	Iteration 23Q: 3 clusters Score -125884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -125908.351562 Penalty: 3481.571045
	Iteration 24Q: 3 clusters Score -125908.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125922.757812 Penalty: 3481.571045
	Iteration 25Q: 3 clusters Score -125922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125932.718750 Penalty: 3481.571045
	Iteration 26Q: 3 clusters Score -125932.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -125944.250000 Penalty: 3481.571045
	Iteration 27Q: 3 clusters Score -125944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125956.445312 Penalty: 3481.571045
	Iteration 28Q: 3 clusters Score -125956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125980.976562 Penalty: 3481.571045
	Iteration 29Q: 3 clusters Score -125981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126007.992188 Penalty: 3481.571045
	Iteration 30Q: 3 clusters Score -126008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126026.601562 Penalty: 3481.571045
	Iteration 31Q: 3 clusters Score -126026.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126045.898438 Penalty: 3481.571045
	Iteration 32Q: 3 clusters Score -126045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -126054.015625 Penalty: 3481.571045
	Iteration 33Q: 3 clusters Score -126054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -126058.359375 Penalty: 3481.571045
	Iteration 34Q: 3 clusters Score -126058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -126059.914062 Penalty: 3481.571045
	Iteration 35Q: 3 clusters Score -126059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -126061.445312 Penalty: 3481.571045
	Iteration 36Q: 3 clusters Score -126061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -126064.078125 Penalty: 3481.571045
	Iteration 37Q: 3 clusters Score -126064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -126064.078125 Penalty: 3481.571045
	Iteration 38F: 3 clusters Score -126064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Entering Unmasked Estep 
Score: -3356753.250000 Penalty: 2532.867676
	Iteration 0F: 2 clusters Score -3356753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3337906.250000 Penalty: 5065.735352
	Iteration 0F: 3 clusters Score -3337906 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3344572.750000 Penalty: 5065.735352
	Iteration 1F: 3 clusters Score -3344573 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3344985.000000 Penalty: 5065.735352
	Iteration 2Q: 3 clusters Score -3344985 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3345325.750000 Penalty: 5065.735352
	Iteration 3Q: 3 clusters Score -3345326 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3345654.000000 Penalty: 5065.735352
	Iteration 4Q: 3 clusters Score -3345654 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3345955.500000 Penalty: 5065.735352
	Iteration 5Q: 3 clusters Score -3345956 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3346328.250000 Penalty: 5065.735352
	Iteration 6Q: 3 clusters Score -3346328 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3346833.750000 Penalty: 5065.735352
	Iteration 7Q: 3 clusters Score -3346834 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3347560.000000 Penalty: 5065.735352
	Iteration 8Q: 3 clusters Score -3347560 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3348644.000000 Penalty: 5065.735352
	Iteration 9F: 3 clusters Score -3348644 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3350121.500000 Penalty: 5065.735352
	Iteration 10F: 3 clusters Score -3350122 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3351732.000000 Penalty: 5065.735352
	Iteration 11F: 3 clusters Score -3351732 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3353083.500000 Penalty: 5065.735352
	Iteration 12F: 3 clusters Score -3353084 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3353842.000000 Penalty: 5065.735352
	Iteration 13Q: 3 clusters Score -3353842 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3354206.500000 Penalty: 5065.735352
	Iteration 14Q: 3 clusters Score -3354206 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3354351.000000 Penalty: 5065.735352
	Iteration 15Q: 3 clusters Score -3354351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3354404.750000 Penalty: 5065.735352
	Iteration 16Q: 3 clusters Score -3354405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3354437.000000 Penalty: 5065.735352
	Iteration 17Q: 3 clusters Score -3354437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3354473.000000 Penalty: 5065.735352
	Iteration 18Q: 3 clusters Score -3354473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3354497.000000 Penalty: 5065.735352
	Iteration 19Q: 3 clusters Score -3354497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3354506.000000 Penalty: 5065.735352
	Iteration 20F: 3 clusters Score -3354506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3354514.250000 Penalty: 5065.735352
	Iteration 21Q: 3 clusters Score -3354514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3354521.000000 Penalty: 5065.735352
	Iteration 22Q: 3 clusters Score -3354521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3354524.750000 Penalty: 5065.735352
	Iteration 23Q: 3 clusters Score -3354525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3354529.250000 Penalty: 5065.735352
	Iteration 24Q: 3 clusters Score -3354529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3354529.500000 Penalty: 5065.735352
	Iteration 25Q: 3 clusters Score -3354530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3354530.000000 Penalty: 5065.735352
	Iteration 26Q: 3 clusters Score -3354530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3354533.000000 Penalty: 5065.735352
	Iteration 27Q: 3 clusters Score -3354533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3354533.000000 Penalty: 5065.735352
	Iteration 28F: 3 clusters Score -3354533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 73455 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186353 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 6 contains 170801 members 
Mstep: Class 7 contains 54487 members 
Mstep: Class 8 contains 136525 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196038 members 
Mstep: Class 13 contains 64146 members 
Mstep: Class 14 contains 166213 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171479 members 
Mstep: Class 18 contains 14071 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 87993 members 
Mstep: Class 21 contains 28691 members 
Mstep: Class 22 contains 17481 members 
Mstep: Class 23 contains 162224 members 
Mstep: Class 24 contains 1118 members 
Mstep: Class 25 contains 27260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679024.000000 Penalty: 88616.031250
Iteration 239Q: 26 clusters Score -1.94679e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 73517 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186304 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 170810 members 
Mstep: Class 7 contains 54506 members 
Mstep: Class 8 contains 136650 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196046 members 
Mstep: Class 13 contains 64178 members 
Mstep: Class 14 contains 166231 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171492 members 
Mstep: Class 18 contains 14084 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88060 members 
Mstep: Class 21 contains 28676 members 
Mstep: Class 22 contains 17469 members 
Mstep: Class 23 contains 162210 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 26898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679168.000000 Penalty: 88616.031250
Iteration 240F: 26 clusters Score -1.946792e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 73564 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 186259 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 170823 members 
Mstep: Class 7 contains 54536 members 
Mstep: Class 8 contains 136778 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196054 members 
Mstep: Class 13 contains 64211 members 
Mstep: Class 14 contains 166232 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171513 members 
Mstep: Class 18 contains 14089 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88134 members 
Mstep: Class 21 contains 28677 members 
Mstep: Class 22 contains 17458 members 
Mstep: Class 23 contains 162175 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 26527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679200.000000 Penalty: 88616.031250
Iteration 241Q: 26 clusters Score -1.946792e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 73614 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 186231 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 170824 members 
Mstep: Class 7 contains 54549 members 
Mstep: Class 8 contains 136904 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196052 members 
Mstep: Class 13 contains 64239 members 
Mstep: Class 14 contains 166237 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171511 members 
Mstep: Class 18 contains 14097 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88200 members 
Mstep: Class 21 contains 28678 members 
Mstep: Class 22 contains 17437 members 
Mstep: Class 23 contains 162158 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 26221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679616.000000 Penalty: 88616.031250
Iteration 242Q: 26 clusters Score -1.946796e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 73657 members 
Mstep: Class 3 contains 3767 members 
Mstep: Class 4 contains 186233 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 170838 members 
Mstep: Class 7 contains 54564 members 
Mstep: Class 8 contains 137040 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196017 members 
Mstep: Class 13 contains 64286 members 
Mstep: Class 14 contains 166221 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171518 members 
Mstep: Class 18 contains 14100 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88247 members 
Mstep: Class 21 contains 28689 members 
Mstep: Class 22 contains 17419 members 
Mstep: Class 23 contains 162147 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 25907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679168.000000 Penalty: 88616.031250
Iteration 243Q: 26 clusters Score -1.946792e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 73698 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 186200 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 170835 members 
Mstep: Class 7 contains 54582 members 
Mstep: Class 8 contains 137170 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 196004 members 
Mstep: Class 13 contains 64323 members 
Mstep: Class 14 contains 166212 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171549 members 
Mstep: Class 18 contains 14101 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88277 members 
Mstep: Class 21 contains 28696 members 
Mstep: Class 22 contains 17404 members 
Mstep: Class 23 contains 162159 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 25593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679744.000000 Penalty: 88616.031250
Iteration 244Q: 26 clusters Score -1.946797e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 73746 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186190 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 170848 members 
Mstep: Class 7 contains 54599 members 
Mstep: Class 8 contains 137282 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195936 members 
Mstep: Class 13 contains 64368 members 
Mstep: Class 14 contains 166197 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171550 members 
Mstep: Class 18 contains 14106 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88311 members 
Mstep: Class 21 contains 28710 members 
Mstep: Class 22 contains 17399 members 
Mstep: Class 23 contains 162191 members 
Mstep: Class 24 contains 1120 members 
Mstep: Class 25 contains 25294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680000.000000 Penalty: 88616.031250
Iteration 245Q: 26 clusters Score -1.9468e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 73793 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186170 members 
Mstep: Class 5 contains 1366 members 
Mstep: Class 6 contains 170861 members 
Mstep: Class 7 contains 54617 members 
Mstep: Class 8 contains 137427 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195882 members 
Mstep: Class 13 contains 64413 members 
Mstep: Class 14 contains 166189 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171548 members 
Mstep: Class 18 contains 14105 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88361 members 
Mstep: Class 21 contains 28723 members 
Mstep: Class 22 contains 17372 members 
Mstep: Class 23 contains 162178 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 25010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680096.000000 Penalty: 88616.031250
Iteration 246Q: 26 clusters Score -1.946801e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 73854 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 186176 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 170858 members 
Mstep: Class 7 contains 54628 members 
Mstep: Class 8 contains 137556 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195827 members 
Mstep: Class 13 contains 64445 members 
Mstep: Class 14 contains 166173 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171538 members 
Mstep: Class 18 contains 14102 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88397 members 
Mstep: Class 21 contains 28729 members 
Mstep: Class 22 contains 17352 members 
Mstep: Class 23 contains 162176 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 24737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 247Q: 26 clusters Score -1.9468e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 73907 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186176 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 170859 members 
Mstep: Class 7 contains 54637 members 
Mstep: Class 8 contains 137679 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195791 members 
Mstep: Class 13 contains 64485 members 
Mstep: Class 14 contains 166169 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171536 members 
Mstep: Class 18 contains 14098 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88431 members 
Mstep: Class 21 contains 28723 members 
Mstep: Class 22 contains 17326 members 
Mstep: Class 23 contains 162158 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 24489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680016.000000 Penalty: 88616.031250
Iteration 248Q: 26 clusters Score -1.9468e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 73955 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 186167 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 170854 members 
Mstep: Class 7 contains 54639 members 
Mstep: Class 8 contains 137800 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195752 members 
Mstep: Class 13 contains 64530 members 
Mstep: Class 14 contains 166136 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171540 members 
Mstep: Class 18 contains 14096 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88453 members 
Mstep: Class 21 contains 28727 members 
Mstep: Class 22 contains 17299 members 
Mstep: Class 23 contains 162174 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 24256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680656.000000 Penalty: 88616.031250
Iteration 249Q: 26 clusters Score -1.946807e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 73996 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186159 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 170856 members 
Mstep: Class 7 contains 54638 members 
Mstep: Class 8 contains 137916 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195711 members 
Mstep: Class 13 contains 64570 members 
Mstep: Class 14 contains 166118 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171557 members 
Mstep: Class 18 contains 14099 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88475 members 
Mstep: Class 21 contains 28727 members 
Mstep: Class 22 contains 17274 members 
Mstep: Class 23 contains 162178 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680736.000000 Penalty: 88616.031250
Iteration 250Q: 26 clusters Score -1.946807e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 74039 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 186144 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 170858 members 
Mstep: Class 7 contains 54646 members 
Mstep: Class 8 contains 138005 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195684 members 
Mstep: Class 13 contains 64606 members 
Mstep: Class 14 contains 166110 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171580 members 
Mstep: Class 18 contains 14096 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88499 members 
Mstep: Class 21 contains 28727 members 
Mstep: Class 22 contains 17251 members 
Mstep: Class 23 contains 162159 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 23812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680688.000000 Penalty: 88616.031250
Iteration 251Q: 26 clusters Score -1.946807e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 74099 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186134 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 170867 members 
Mstep: Class 7 contains 54643 members 
Mstep: Class 8 contains 138100 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195664 members 
Mstep: Class 13 contains 64624 members 
Mstep: Class 14 contains 166099 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171601 members 
Mstep: Class 18 contains 14090 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88527 members 
Mstep: Class 21 contains 28733 members 
Mstep: Class 22 contains 17224 members 
Mstep: Class 23 contains 162122 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 23618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680656.000000 Penalty: 88616.031250
Iteration 252Q: 26 clusters Score -1.946807e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 74156 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186132 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 170876 members 
Mstep: Class 7 contains 54650 members 
Mstep: Class 8 contains 138193 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195593 members 
Mstep: Class 13 contains 64644 members 
Mstep: Class 14 contains 166101 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171610 members 
Mstep: Class 18 contains 14085 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88552 members 
Mstep: Class 21 contains 28736 members 
Mstep: Class 22 contains 17199 members 
Mstep: Class 23 contains 162122 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 23436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680608.000000 Penalty: 88616.031250
Iteration 253Q: 26 clusters Score -1.946806e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 74203 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 186144 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 170884 members 
Mstep: Class 7 contains 54650 members 
Mstep: Class 8 contains 138296 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195517 members 
Mstep: Class 13 contains 64655 members 
Mstep: Class 14 contains 166086 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171606 members 
Mstep: Class 18 contains 14077 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88595 members 
Mstep: Class 21 contains 28739 members 
Mstep: Class 22 contains 17178 members 
Mstep: Class 23 contains 162111 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 23272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680528.000000 Penalty: 88616.031250
Iteration 254Q: 26 clusters Score -1.946805e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 74266 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 186157 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 170893 members 
Mstep: Class 7 contains 54665 members 
Mstep: Class 8 contains 138382 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195442 members 
Mstep: Class 13 contains 64666 members 
Mstep: Class 14 contains 166076 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171606 members 
Mstep: Class 18 contains 14070 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88628 members 
Mstep: Class 21 contains 28732 members 
Mstep: Class 22 contains 17157 members 
Mstep: Class 23 contains 162111 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 23099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680880.000000 Penalty: 88616.031250
Iteration 255Q: 26 clusters Score -1.946809e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 74321 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 186155 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170909 members 
Mstep: Class 7 contains 54679 members 
Mstep: Class 8 contains 138451 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195380 members 
Mstep: Class 13 contains 64684 members 
Mstep: Class 14 contains 166060 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171610 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 88657 members 
Mstep: Class 21 contains 28726 members 
Mstep: Class 22 contains 17144 members 
Mstep: Class 23 contains 162111 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 22921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680576.000000 Penalty: 88616.031250
Iteration 256Q: 26 clusters Score -1.946806e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 74393 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 186137 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170904 members 
Mstep: Class 7 contains 54693 members 
Mstep: Class 8 contains 138526 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195340 members 
Mstep: Class 13 contains 64707 members 
Mstep: Class 14 contains 166060 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171600 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 88683 members 
Mstep: Class 21 contains 28717 members 
Mstep: Class 22 contains 17130 members 
Mstep: Class 23 contains 162098 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 22747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680144.000000 Penalty: 88616.031250
Iteration 257Q: 26 clusters Score -1.946801e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 74458 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 186125 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170917 members 
Mstep: Class 7 contains 54698 members 
Mstep: Class 8 contains 138612 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195269 members 
Mstep: Class 13 contains 64726 members 
Mstep: Class 14 contains 166046 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171592 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 88707 members 
Mstep: Class 21 contains 28711 members 
Mstep: Class 22 contains 17120 members 
Mstep: Class 23 contains 162115 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 22567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679808.000000 Penalty: 88616.031250
Iteration 258Q: 26 clusters Score -1.946798e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 3776 members 
Mstep: Class 4 contains 186114 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170923 members 
Mstep: Class 7 contains 54695 members 
Mstep: Class 8 contains 138704 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195171 members 
Mstep: Class 13 contains 64748 members 
Mstep: Class 14 contains 166056 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171580 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 88741 members 
Mstep: Class 21 contains 28707 members 
Mstep: Class 22 contains 17109 members 
Mstep: Class 23 contains 162121 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 22400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680080.000000 Penalty: 88616.031250
Iteration 259Q: 26 clusters Score -1.946801e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 74570 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 186098 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170932 members 
Mstep: Class 7 contains 54702 members 
Mstep: Class 8 contains 138793 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195130 members 
Mstep: Class 13 contains 64785 members 
Mstep: Class 14 contains 166064 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171555 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88771 members 
Mstep: Class 21 contains 28704 members 
Mstep: Class 22 contains 17085 members 
Mstep: Class 23 contains 162112 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 22218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679808.000000 Penalty: 88616.031250
Iteration 260F: 26 clusters Score -1.946798e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 74621 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 186059 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170933 members 
Mstep: Class 7 contains 54707 members 
Mstep: Class 8 contains 138891 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195081 members 
Mstep: Class 13 contains 64812 members 
Mstep: Class 14 contains 166072 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171537 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88796 members 
Mstep: Class 21 contains 28708 members 
Mstep: Class 22 contains 17070 members 
Mstep: Class 23 contains 162099 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 22033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 261Q: 26 clusters Score -1.9468e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 74665 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 186031 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170930 members 
Mstep: Class 7 contains 54713 members 
Mstep: Class 8 contains 138988 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195041 members 
Mstep: Class 13 contains 64839 members 
Mstep: Class 14 contains 166089 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171539 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88822 members 
Mstep: Class 21 contains 28700 members 
Mstep: Class 22 contains 17051 members 
Mstep: Class 23 contains 162079 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 21863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679904.000000 Penalty: 88616.031250
Iteration 262Q: 26 clusters Score -1.946799e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 74694 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 185998 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170924 members 
Mstep: Class 7 contains 54724 members 
Mstep: Class 8 contains 139075 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195024 members 
Mstep: Class 13 contains 64864 members 
Mstep: Class 14 contains 166115 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171520 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 88850 members 
Mstep: Class 21 contains 28696 members 
Mstep: Class 22 contains 17037 members 
Mstep: Class 23 contains 162077 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 21692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680176.000000 Penalty: 88616.031250
Iteration 263Q: 26 clusters Score -1.946802e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 74724 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 185973 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170928 members 
Mstep: Class 7 contains 54731 members 
Mstep: Class 8 contains 139164 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195029 members 
Mstep: Class 13 contains 64899 members 
Mstep: Class 14 contains 166112 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171501 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 88875 members 
Mstep: Class 21 contains 28691 members 
Mstep: Class 22 contains 17015 members 
Mstep: Class 23 contains 162074 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 21497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680016.000000 Penalty: 88616.031250
Iteration 264Q: 26 clusters Score -1.9468e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 74750 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 185932 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170948 members 
Mstep: Class 7 contains 54740 members 
Mstep: Class 8 contains 139255 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195075 members 
Mstep: Class 13 contains 64933 members 
Mstep: Class 14 contains 166106 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171484 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 88894 members 
Mstep: Class 21 contains 28695 members 
Mstep: Class 22 contains 16996 members 
Mstep: Class 23 contains 162064 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 21269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679872.000000 Penalty: 88616.031250
Iteration 265Q: 26 clusters Score -1.946799e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 74793 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 185917 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170958 members 
Mstep: Class 7 contains 54753 members 
Mstep: Class 8 contains 139354 members 
Mstep: Class 9 contains 6891 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195083 members 
Mstep: Class 13 contains 64990 members 
Mstep: Class 14 contains 166103 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171476 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 88907 members 
Mstep: Class 21 contains 28696 members 
Mstep: Class 22 contains 16957 members 
Mstep: Class 23 contains 162056 members 
Mstep: Class 24 contains 1123 members 
Mstep: Class 25 contains 21045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679440.000000 Penalty: 88616.031250
Iteration 266Q: 26 clusters Score -1.946794e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 74828 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 185898 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170977 members 
Mstep: Class 7 contains 54759 members 
Mstep: Class 8 contains 139435 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195112 members 
Mstep: Class 13 contains 65040 members 
Mstep: Class 14 contains 166106 members 
Mstep: Class 15 contains 2697 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171467 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 88929 members 
Mstep: Class 21 contains 28694 members 
Mstep: Class 22 contains 16941 members 
Mstep: Class 23 contains 162037 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 20804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679552.000000 Penalty: 88616.031250
Iteration 267Q: 26 clusters Score -1.946796e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 74861 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 4 contains 185880 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 170995 members 
Mstep: Class 7 contains 54766 members 
Mstep: Class 8 contains 139507 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195127 members 
Mstep: Class 13 contains 65089 members 
Mstep: Class 14 contains 166109 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171455 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 88950 members 
Mstep: Class 21 contains 28682 members 
Mstep: Class 22 contains 16943 members 
Mstep: Class 23 contains 162032 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 20560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679584.000000 Penalty: 88616.031250
Iteration 268Q: 26 clusters Score -1.946796e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 74894 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 185853 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 171011 members 
Mstep: Class 7 contains 54770 members 
Mstep: Class 8 contains 139595 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195111 members 
Mstep: Class 13 contains 65135 members 
Mstep: Class 14 contains 166115 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171442 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 20 contains 88967 members 
Mstep: Class 21 contains 28677 members 
Mstep: Class 22 contains 16937 members 
Mstep: Class 23 contains 162051 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 20327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679504.000000 Penalty: 88616.031250
Iteration 269Q: 26 clusters Score -1.946795e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 74926 members 
Mstep: Class 3 contains 3781 members 
Mstep: Class 4 contains 185852 members 
Mstep: Class 5 contains 1362 members 
Mstep: Class 6 contains 171027 members 
Mstep: Class 7 contains 54785 members 
Mstep: Class 8 contains 139655 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195123 members 
Mstep: Class 13 contains 65194 members 
Mstep: Class 14 contains 166103 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171428 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 88988 members 
Mstep: Class 21 contains 28669 members 
Mstep: Class 22 contains 16920 members 
Mstep: Class 23 contains 162059 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 20084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679568.000000 Penalty: 88616.031250
Iteration 270Q: 26 clusters Score -1.946796e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 74969 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 185839 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171037 members 
Mstep: Class 7 contains 54792 members 
Mstep: Class 8 contains 139715 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 195064 members 
Mstep: Class 13 contains 65252 members 
Mstep: Class 14 contains 166124 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171451 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 89011 members 
Mstep: Class 21 contains 28674 members 
Mstep: Class 22 contains 16895 members 
Mstep: Class 23 contains 162064 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 19866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679552.000000 Penalty: 88616.031250
Iteration 271Q: 26 clusters Score -1.946796e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 75019 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 185811 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171043 members 
Mstep: Class 7 contains 54802 members 
Mstep: Class 8 contains 139768 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194989 members 
Mstep: Class 13 contains 65307 members 
Mstep: Class 14 contains 166132 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171480 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 4853 members 
Mstep: Class 20 contains 89037 members 
Mstep: Class 21 contains 28678 members 
Mstep: Class 22 contains 16855 members 
Mstep: Class 23 contains 162074 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 19669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679408.000000 Penalty: 88616.031250
Iteration 272Q: 26 clusters Score -1.946794e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 75053 members 
Mstep: Class 3 contains 3782 members 
Mstep: Class 4 contains 185798 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171051 members 
Mstep: Class 7 contains 54818 members 
Mstep: Class 8 contains 139838 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194924 members 
Mstep: Class 13 contains 65350 members 
Mstep: Class 14 contains 166138 members 
Mstep: Class 15 contains 2697 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171486 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4857 members 
Mstep: Class 20 contains 89052 members 
Mstep: Class 21 contains 28672 members 
Mstep: Class 22 contains 16822 members 
Mstep: Class 23 contains 162070 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 19492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679792.000000 Penalty: 88616.031250
Iteration 273Q: 26 clusters Score -1.946798e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 75085 members 
Mstep: Class 3 contains 3783 members 
Mstep: Class 4 contains 185792 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171078 members 
Mstep: Class 7 contains 54832 members 
Mstep: Class 8 contains 139915 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194832 members 
Mstep: Class 13 contains 65399 members 
Mstep: Class 14 contains 166157 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171478 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 4858 members 
Mstep: Class 20 contains 89067 members 
Mstep: Class 21 contains 28671 members 
Mstep: Class 22 contains 16789 members 
Mstep: Class 23 contains 162067 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 19323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679536.000000 Penalty: 88616.031250
Iteration 274Q: 26 clusters Score -1.946795e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 75096 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185799 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171104 members 
Mstep: Class 7 contains 54847 members 
Mstep: Class 8 contains 139987 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194759 members 
Mstep: Class 13 contains 65453 members 
Mstep: Class 14 contains 166167 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171472 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 4859 members 
Mstep: Class 20 contains 89093 members 
Mstep: Class 21 contains 28662 members 
Mstep: Class 22 contains 16769 members 
Mstep: Class 23 contains 162074 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 19134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679728.000000 Penalty: 88616.031250
Iteration 275Q: 26 clusters Score -1.946797e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 75112 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185795 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171119 members 
Mstep: Class 7 contains 54865 members 
Mstep: Class 8 contains 140066 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194701 members 
Mstep: Class 13 contains 65493 members 
Mstep: Class 14 contains 166172 members 
Mstep: Class 15 contains 2700 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171466 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4860 members 
Mstep: Class 20 contains 89125 members 
Mstep: Class 21 contains 28660 members 
Mstep: Class 22 contains 16744 members 
Mstep: Class 23 contains 162073 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679680.000000 Penalty: 88616.031250
Iteration 276Q: 26 clusters Score -1.946797e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 75134 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185808 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171124 members 
Mstep: Class 7 contains 54875 members 
Mstep: Class 8 contains 140132 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194647 members 
Mstep: Class 13 contains 65529 members 
Mstep: Class 14 contains 166163 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171452 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 89148 members 
Mstep: Class 21 contains 28653 members 
Mstep: Class 22 contains 16729 members 
Mstep: Class 23 contains 162104 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679168.000000 Penalty: 88616.031250
Iteration 277Q: 26 clusters Score -1.946792e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 75159 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185803 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171140 members 
Mstep: Class 7 contains 54882 members 
Mstep: Class 8 contains 140195 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194579 members 
Mstep: Class 13 contains 65568 members 
Mstep: Class 14 contains 166160 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171444 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 89173 members 
Mstep: Class 21 contains 28645 members 
Mstep: Class 22 contains 16704 members 
Mstep: Class 23 contains 162142 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679120.000000 Penalty: 88616.031250
Iteration 278Q: 26 clusters Score -1.946791e+08 nChanged 800
Entering ConstructFrom: 
Score: -194679120.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (33978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Entering Unmasked Estep 
Score: -4181574.750000 Penalty: 2587.500244
	Iteration 0F: 2 clusters Score -4181575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4158422.500000 Penalty: 5175.000488
	Iteration 0F: 3 clusters Score -4158422 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4166732.500000 Penalty: 5175.000488
	Iteration 1F: 3 clusters Score -4166732 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4167194.750000 Penalty: 5175.000488
	Iteration 2Q: 3 clusters Score -4167195 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4167563.500000 Penalty: 5175.000488
	Iteration 3Q: 3 clusters Score -4167564 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4167914.250000 Penalty: 5175.000488
	Iteration 4Q: 3 clusters Score -4167914 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4168328.250000 Penalty: 5175.000488
	Iteration 5Q: 3 clusters Score -4168328 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -4168854.250000 Penalty: 5175.000488
	Iteration 6Q: 3 clusters Score -4168854 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -4169599.250000 Penalty: 5175.000488
	Iteration 7Q: 3 clusters Score -4169599 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4170763.750000 Penalty: 5175.000488
	Iteration 8F: 3 clusters Score -4170764 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4172318.750000 Penalty: 5175.000488
	Iteration 9F: 3 clusters Score -4172319 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4174282.500000 Penalty: 5175.000488
	Iteration 10F: 3 clusters Score -4174282 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4176274.750000 Penalty: 5175.000488
	Iteration 11F: 3 clusters Score -4176275 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4177793.750000 Penalty: 5175.000488
	Iteration 12Q: 3 clusters Score -4177794 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4178747.000000 Penalty: 5175.000488
	Iteration 13Q: 3 clusters Score -4178747 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4179155.500000 Penalty: 5175.000488
	Iteration 14Q: 3 clusters Score -4179156 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4179369.750000 Penalty: 5175.000488
	Iteration 15Q: 3 clusters Score -4179370 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -4179483.750000 Penalty: 5175.000488
	Iteration 16Q: 3 clusters Score -4179484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4179586.250000 Penalty: 5175.000488
	Iteration 17Q: 3 clusters Score -4179586 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4179659.000000 Penalty: 5175.000488
	Iteration 18Q: 3 clusters Score -4179659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4179697.000000 Penalty: 5175.000488
	Iteration 19Q: 3 clusters Score -4179697 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -4179724.250000 Penalty: 5175.000488
	Iteration 20F: 3 clusters Score -4179724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4179746.500000 Penalty: 5175.000488
	Iteration 21Q: 3 clusters Score -4179746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4179761.500000 Penalty: 5175.000488
	Iteration 22Q: 3 clusters Score -4179762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4179768.750000 Penalty: 5175.000488
	Iteration 23Q: 3 clusters Score -4179769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4179774.750000 Penalty: 5175.000488
	Iteration 24Q: 3 clusters Score -4179775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4179783.000000 Penalty: 5175.000488
	Iteration 25Q: 3 clusters Score -4179783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4179786.500000 Penalty: 5175.000488
	Iteration 26Q: 3 clusters Score -4179786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4179792.500000 Penalty: 5175.000488
	Iteration 27Q: 3 clusters Score -4179792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4179796.000000 Penalty: 5175.000488
	Iteration 28Q: 3 clusters Score -4179796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4179795.250000 Penalty: 5175.000488
	Iteration 29Q: 3 clusters Score -4179795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4179787.500000 Penalty: 5175.000488
	Iteration 30Q: 3 clusters Score -4179788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4179790.250000 Penalty: 5175.000488
	Iteration 31Q: 3 clusters Score -4179790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -4179794.250000 Penalty: 5175.000488
	Iteration 32Q: 3 clusters Score -4179794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4179786.000000 Penalty: 5175.000488
	Iteration 33Q: 3 clusters Score -4179786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4179783.750000 Penalty: 5175.000488
	Iteration 34Q: 3 clusters Score -4179784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -4179782.750000 Penalty: 5175.000488
	Iteration 35Q: 3 clusters Score -4179783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4179783.000000 Penalty: 5175.000488
	Iteration 36Q: 3 clusters Score -4179783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4179786.750000 Penalty: 5175.000488
	Iteration 37Q: 3 clusters Score -4179787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4179785.000000 Penalty: 5175.000488
	Iteration 38Q: 3 clusters Score -4179785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4179785.250000 Penalty: 5175.000488
	Iteration 39Q: 3 clusters Score -4179785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4179786.750000 Penalty: 5175.000488
	Iteration 40F: 3 clusters Score -4179787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4179791.500000 Penalty: 5175.000488
	Iteration 41Q: 3 clusters Score -4179792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4179791.500000 Penalty: 5175.000488
	Iteration 42Q: 3 clusters Score -4179792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4179788.000000 Penalty: 5175.000488
	Iteration 43Q: 3 clusters Score -4179788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4179792.500000 Penalty: 5175.000488
	Iteration 44Q: 3 clusters Score -4179792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4179792.500000 Penalty: 5175.000488
	Iteration 45F: 3 clusters Score -4179792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Entering Unmasked Estep 
Score: -9334177.000000 Penalty: 2784.454834
	Iteration 0F: 2 clusters Score -9334177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -9283587.000000 Penalty: 5568.909668
	Iteration 0F: 3 clusters Score -9283587 nChanged 35252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -9303603.000000 Penalty: 5568.909668
	Iteration 1F: 3 clusters Score -9303603 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -9304254.000000 Penalty: 5568.909668
	Iteration 2Q: 3 clusters Score -9304254 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -9304879.000000 Penalty: 5568.909668
	Iteration 3Q: 3 clusters Score -9304879 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9305498.000000 Penalty: 5568.909668
	Iteration 4Q: 3 clusters Score -9305498 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -9306210.000000 Penalty: 5568.909668
	Iteration 5Q: 3 clusters Score -9306210 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -9307113.000000 Penalty: 5568.909668
	Iteration 6Q: 3 clusters Score -9307113 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -9308500.000000 Penalty: 5568.909668
	Iteration 7Q: 3 clusters Score -9308500 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -9310552.000000 Penalty: 5568.909668
	Iteration 8Q: 3 clusters Score -9310552 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -9313462.000000 Penalty: 5568.909668
	Iteration 9F: 3 clusters Score -9313462 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -9316883.000000 Penalty: 5568.909668
	Iteration 10F: 3 clusters Score -9316883 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -9320023.000000 Penalty: 5568.909668
	Iteration 11F: 3 clusters Score -9320023 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 59135 members 
Entering Unmasked Estep 
Score: -9322433.000000 Penalty: 5568.909668
	Iteration 12Q: 3 clusters Score -9322433 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -9324292.000000 Penalty: 5568.909668
	Iteration 13Q: 3 clusters Score -9324292 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -9325479.000000 Penalty: 5568.909668
	Iteration 14Q: 3 clusters Score -9325479 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -9326540.000000 Penalty: 5568.909668
	Iteration 15Q: 3 clusters Score -9326540 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 66654 members 
Entering Unmasked Estep 
Score: -9327444.000000 Penalty: 5568.909668
	Iteration 16Q: 3 clusters Score -9327444 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -9328181.000000 Penalty: 5568.909668
	Iteration 17Q: 3 clusters Score -9328181 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -9328848.000000 Penalty: 5568.909668
	Iteration 18Q: 3 clusters Score -9328848 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -9329379.000000 Penalty: 5568.909668
	Iteration 19Q: 3 clusters Score -9329379 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9329837.000000 Penalty: 5568.909668
	Iteration 20F: 3 clusters Score -9329837 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -9330252.000000 Penalty: 5568.909668
	Iteration 21Q: 3 clusters Score -9330252 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -9330569.000000 Penalty: 5568.909668
	Iteration 22Q: 3 clusters Score -9330569 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -9330901.000000 Penalty: 5568.909668
	Iteration 23Q: 3 clusters Score -9330901 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
Score: -9331106.000000 Penalty: 5568.909668
	Iteration 24Q: 3 clusters Score -9331106 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -9331280.000000 Penalty: 5568.909668
	Iteration 25Q: 3 clusters Score -9331280 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -9331410.000000 Penalty: 5568.909668
	Iteration 26Q: 3 clusters Score -9331410 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -9331527.000000 Penalty: 5568.909668
	Iteration 27Q: 3 clusters Score -9331527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -9331587.000000 Penalty: 5568.909668
	Iteration 28Q: 3 clusters Score -9331587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -9331623.000000 Penalty: 5568.909668
	Iteration 29Q: 3 clusters Score -9331623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -9331650.000000 Penalty: 5568.909668
	Iteration 30Q: 3 clusters Score -9331650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -9331677.000000 Penalty: 5568.909668
	Iteration 31Q: 3 clusters Score -9331677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 74282 members 
Entering Unmasked Estep 
Score: -9331708.000000 Penalty: 5568.909668
	Iteration 32Q: 3 clusters Score -9331708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9331736.000000 Penalty: 5568.909668
	Iteration 33Q: 3 clusters Score -9331736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -9331750.000000 Penalty: 5568.909668
	Iteration 34Q: 3 clusters Score -9331750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -9331762.000000 Penalty: 5568.909668
	Iteration 35Q: 3 clusters Score -9331762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -9331782.000000 Penalty: 5568.909668
	Iteration 36Q: 3 clusters Score -9331782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -9331800.000000 Penalty: 5568.909668
	Iteration 37Q: 3 clusters Score -9331800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -9331819.000000 Penalty: 5568.909668
	Iteration 38Q: 3 clusters Score -9331819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -9331825.000000 Penalty: 5568.909668
	Iteration 39Q: 3 clusters Score -9331825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -9331838.000000 Penalty: 5568.909668
	Iteration 40F: 3 clusters Score -9331838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -9331835.000000 Penalty: 5568.909668
	Iteration 41Q: 3 clusters Score -9331835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
Score: -9331838.000000 Penalty: 5568.909668
	Iteration 42Q: 3 clusters Score -9331838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -9331837.000000 Penalty: 5568.909668
	Iteration 43Q: 3 clusters Score -9331837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -9331848.000000 Penalty: 5568.909668
	Iteration 44Q: 3 clusters Score -9331848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -9331844.000000 Penalty: 5568.909668
	Iteration 45Q: 3 clusters Score -9331844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -9331844.000000 Penalty: 5568.909668
	Iteration 46Q: 3 clusters Score -9331844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -9331840.000000 Penalty: 5568.909668
	Iteration 47Q: 3 clusters Score -9331840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -9331842.000000 Penalty: 5568.909668
	Iteration 48Q: 3 clusters Score -9331842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -9331846.000000 Penalty: 5568.909668
	Iteration 49Q: 3 clusters Score -9331846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -9331843.000000 Penalty: 5568.909668
	Iteration 50Q: 3 clusters Score -9331843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -9331841.000000 Penalty: 5568.909668
	Iteration 51Q: 3 clusters Score -9331841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -9331842.000000 Penalty: 5568.909668
	Iteration 52Q: 3 clusters Score -9331842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -9331842.000000 Penalty: 5568.909668
	Iteration 53Q: 3 clusters Score -9331842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -9331838.000000 Penalty: 5568.909668
	Iteration 54Q: 3 clusters Score -9331838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -9331838.000000 Penalty: 5568.909668
	Iteration 55Q: 3 clusters Score -9331838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -9331838.000000 Penalty: 5568.909668
	Iteration 56F: 3 clusters Score -9331838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -456278.968750 Penalty: 2043.157104
	Iteration 0F: 2 clusters Score -456279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -452521.437500 Penalty: 4086.314209
	Iteration 0F: 3 clusters Score -452521.4 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -453404.625000 Penalty: 4086.314209
	Iteration 1F: 3 clusters Score -453404.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -453631.812500 Penalty: 4086.314209
	Iteration 2F: 3 clusters Score -453631.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -453810.375000 Penalty: 4086.314209
	Iteration 3F: 3 clusters Score -453810.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -453956.250000 Penalty: 4086.314209
	Iteration 4Q: 3 clusters Score -453956.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -454063.250000 Penalty: 4086.314209
	Iteration 5Q: 3 clusters Score -454063.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -454154.375000 Penalty: 4086.314209
	Iteration 6Q: 3 clusters Score -454154.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -454246.500000 Penalty: 4086.314209
	Iteration 7Q: 3 clusters Score -454246.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -454345.843750 Penalty: 4086.314209
	Iteration 8Q: 3 clusters Score -454345.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -454451.593750 Penalty: 4086.314209
	Iteration 9Q: 3 clusters Score -454451.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -454565.562500 Penalty: 4086.314209
	Iteration 10Q: 3 clusters Score -454565.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -454686.875000 Penalty: 4086.314209
	Iteration 11Q: 3 clusters Score -454686.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -454807.687500 Penalty: 4086.314209
	Iteration 12Q: 3 clusters Score -454807.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -454911.843750 Penalty: 4086.314209
	Iteration 13Q: 3 clusters Score -454911.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -455004.718750 Penalty: 4086.314209
	Iteration 14Q: 3 clusters Score -455004.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -455100.437500 Penalty: 4086.314209
	Iteration 15Q: 3 clusters Score -455100.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -455152.437500 Penalty: 4086.314209
	Iteration 16Q: 3 clusters Score -455152.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -455203.843750 Penalty: 4086.314209
	Iteration 17Q: 3 clusters Score -455203.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -455227.281250 Penalty: 4086.314209
	Iteration 18Q: 3 clusters Score -455227.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -455257.687500 Penalty: 4086.314209
	Iteration 19Q: 3 clusters Score -455257.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -455284.562500 Penalty: 4086.314209
	Iteration 20F: 3 clusters Score -455284.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -455311.312500 Penalty: 4086.314209
	Iteration 21Q: 3 clusters Score -455311.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -455326.375000 Penalty: 4086.314209
	Iteration 22Q: 3 clusters Score -455326.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -455333.812500 Penalty: 4086.314209
	Iteration 23Q: 3 clusters Score -455333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -455338.000000 Penalty: 4086.314209
	Iteration 24Q: 3 clusters Score -455338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -455345.250000 Penalty: 4086.314209
	Iteration 25Q: 3 clusters Score -455345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -455353.593750 Penalty: 4086.314209
	Iteration 26Q: 3 clusters Score -455353.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -455370.000000 Penalty: 4086.314209
	Iteration 27Q: 3 clusters Score -455370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -455378.531250 Penalty: 4086.314209
	Iteration 28Q: 3 clusters Score -455378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -455386.250000 Penalty: 4086.314209
	Iteration 29Q: 3 clusters Score -455386.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -455398.656250 Penalty: 4086.314209
	Iteration 30Q: 3 clusters Score -455398.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -455415.031250 Penalty: 4086.314209
	Iteration 31Q: 3 clusters Score -455415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -455434.125000 Penalty: 4086.314209
	Iteration 32Q: 3 clusters Score -455434.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -455450.718750 Penalty: 4086.314209
	Iteration 33Q: 3 clusters Score -455450.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -455465.468750 Penalty: 4086.314209
	Iteration 34Q: 3 clusters Score -455465.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -455478.218750 Penalty: 4086.314209
	Iteration 35Q: 3 clusters Score -455478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -455489.468750 Penalty: 4086.314209
	Iteration 36Q: 3 clusters Score -455489.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -455498.406250 Penalty: 4086.314209
	Iteration 37Q: 3 clusters Score -455498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -455502.406250 Penalty: 4086.314209
	Iteration 38Q: 3 clusters Score -455502.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -455505.843750 Penalty: 4086.314209
	Iteration 39Q: 3 clusters Score -455505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -455510.281250 Penalty: 4086.314209
	Iteration 40F: 3 clusters Score -455510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -455516.000000 Penalty: 4086.314209
	Iteration 41Q: 3 clusters Score -455516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -455517.968750 Penalty: 4086.314209
	Iteration 42Q: 3 clusters Score -455518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -455519.343750 Penalty: 4086.314209
	Iteration 43Q: 3 clusters Score -455519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455518.593750 Penalty: 4086.314209
	Iteration 44Q: 3 clusters Score -455518.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -455518.593750 Penalty: 4086.314209
	Iteration 45F: 3 clusters Score -455518.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185793 members 
Entering Unmasked Estep 
Score: -22987518.000000 Penalty: 3008.832275
	Iteration 0F: 2 clusters Score -2.298752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92886 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -22875818.000000 Penalty: 6017.664551
	Iteration 0F: 3 clusters Score -2.287582e+07 nChanged 89162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -22928456.000000 Penalty: 6017.664551
	Iteration 1F: 3 clusters Score -2.292846e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -22929892.000000 Penalty: 6017.664551
	Iteration 2Q: 3 clusters Score -2.292989e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 89512 members 
Entering Unmasked Estep 
Score: -22932018.000000 Penalty: 6017.664551
	Iteration 3Q: 3 clusters Score -2.293202e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -22935108.000000 Penalty: 6017.664551
	Iteration 4Q: 3 clusters Score -2.293511e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -22940172.000000 Penalty: 6017.664551
	Iteration 5F: 3 clusters Score -2.294017e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -22947100.000000 Penalty: 6017.664551
	Iteration 6F: 3 clusters Score -2.29471e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -22956486.000000 Penalty: 6017.664551
	Iteration 7F: 3 clusters Score -2.295649e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111099 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -22965882.000000 Penalty: 6017.664551
	Iteration 8F: 3 clusters Score -2.296588e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -22971284.000000 Penalty: 6017.664551
	Iteration 9F: 3 clusters Score -2.297128e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -22973536.000000 Penalty: 6017.664551
	Iteration 10Q: 3 clusters Score -2.297354e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 70277 members 
Entering Unmasked Estep 
Score: -22974462.000000 Penalty: 6017.664551
	Iteration 11Q: 3 clusters Score -2.297446e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116520 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -22974958.000000 Penalty: 6017.664551
	Iteration 12Q: 3 clusters Score -2.297496e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117524 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -22975302.000000 Penalty: 6017.664551
	Iteration 13Q: 3 clusters Score -2.29753e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118546 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -22975626.000000 Penalty: 6017.664551
	Iteration 14Q: 3 clusters Score -2.297563e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119600 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -22975966.000000 Penalty: 6017.664551
	Iteration 15Q: 3 clusters Score -2.297597e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -22976284.000000 Penalty: 6017.664551
	Iteration 16Q: 3 clusters Score -2.297628e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121927 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -22976578.000000 Penalty: 6017.664551
	Iteration 17Q: 3 clusters Score -2.297658e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123159 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -22976984.000000 Penalty: 6017.664551
	Iteration 18Q: 3 clusters Score -2.297698e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124412 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -22977290.000000 Penalty: 6017.664551
	Iteration 19Q: 3 clusters Score -2.297729e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -22977698.000000 Penalty: 6017.664551
	Iteration 20F: 3 clusters Score -2.29777e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127025 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -22978182.000000 Penalty: 6017.664551
	Iteration 21Q: 3 clusters Score -2.297818e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128351 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -22978584.000000 Penalty: 6017.664551
	Iteration 22Q: 3 clusters Score -2.297858e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -22978954.000000 Penalty: 6017.664551
	Iteration 23Q: 3 clusters Score -2.297895e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131009 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -22979188.000000 Penalty: 6017.664551
	Iteration 24Q: 3 clusters Score -2.297919e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132449 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -22979534.000000 Penalty: 6017.664551
	Iteration 25Q: 3 clusters Score -2.297953e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133979 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -22979914.000000 Penalty: 6017.664551
	Iteration 26Q: 3 clusters Score -2.297991e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135580 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -22980364.000000 Penalty: 6017.664551
	Iteration 27Q: 3 clusters Score -2.298036e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137228 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -22980680.000000 Penalty: 6017.664551
	Iteration 28Q: 3 clusters Score -2.298068e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138938 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -22981132.000000 Penalty: 6017.664551
	Iteration 29Q: 3 clusters Score -2.298113e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140661 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -22981684.000000 Penalty: 6017.664551
	Iteration 30Q: 3 clusters Score -2.298168e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142354 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -22982060.000000 Penalty: 6017.664551
	Iteration 31Q: 3 clusters Score -2.298206e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144043 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -22982492.000000 Penalty: 6017.664551
	Iteration 32Q: 3 clusters Score -2.298249e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -22983364.000000 Penalty: 6017.664551
	Iteration 33Q: 3 clusters Score -2.298336e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -22984118.000000 Penalty: 6017.664551
	Iteration 34Q: 3 clusters Score -2.298412e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -22984866.000000 Penalty: 6017.664551
	Iteration 35Q: 3 clusters Score -2.298487e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -22985482.000000 Penalty: 6017.664551
	Iteration 36Q: 3 clusters Score -2.298548e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155772 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -22986036.000000 Penalty: 6017.664551
	Iteration 37Q: 3 clusters Score -2.298604e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159141 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -22986474.000000 Penalty: 6017.664551
	Iteration 38Q: 3 clusters Score -2.298647e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162910 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -22986964.000000 Penalty: 6017.664551
	Iteration 39Q: 3 clusters Score -2.298696e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -22987198.000000 Penalty: 6017.664551
	Iteration 40F: 3 clusters Score -2.29872e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170277 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -22987276.000000 Penalty: 6017.664551
	Iteration 41Q: 3 clusters Score -2.298728e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173380 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -22987046.000000 Penalty: 6017.664551
	Iteration 42Q: 3 clusters Score -2.298705e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175849 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -22986976.000000 Penalty: 6017.664551
	Iteration 43Q: 3 clusters Score -2.298698e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177807 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -22986772.000000 Penalty: 6017.664551
	Iteration 44Q: 3 clusters Score -2.298677e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179316 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -22986606.000000 Penalty: 6017.664551
	Iteration 45Q: 3 clusters Score -2.298661e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180452 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -22986572.000000 Penalty: 6017.664551
	Iteration 46Q: 3 clusters Score -2.298657e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181331 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -22986538.000000 Penalty: 6017.664551
	Iteration 47Q: 3 clusters Score -2.298654e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -22986416.000000 Penalty: 6017.664551
	Iteration 48Q: 3 clusters Score -2.298642e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182461 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -22986324.000000 Penalty: 6017.664551
	Iteration 49Q: 3 clusters Score -2.298632e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182822 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22986228.000000 Penalty: 6017.664551
	Iteration 50Q: 3 clusters Score -2.298623e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183104 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22986158.000000 Penalty: 6017.664551
	Iteration 51Q: 3 clusters Score -2.298616e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -22986154.000000 Penalty: 6017.664551
	Iteration 52Q: 3 clusters Score -2.298615e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183505 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22986110.000000 Penalty: 6017.664551
	Iteration 53Q: 3 clusters Score -2.298611e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183651 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -22986132.000000 Penalty: 6017.664551
	Iteration 54Q: 3 clusters Score -2.298613e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22986112.000000 Penalty: 6017.664551
	Iteration 55Q: 3 clusters Score -2.298611e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183891 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22986086.000000 Penalty: 6017.664551
	Iteration 56Q: 3 clusters Score -2.298609e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183989 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -22986018.000000 Penalty: 6017.664551
	Iteration 57Q: 3 clusters Score -2.298602e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184074 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22985990.000000 Penalty: 6017.664551
	Iteration 58Q: 3 clusters Score -2.298599e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184141 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -22985994.000000 Penalty: 6017.664551
	Iteration 59Q: 3 clusters Score -2.298599e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184190 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22986002.000000 Penalty: 6017.664551
	Iteration 60F: 3 clusters Score -2.2986e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184228 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -22985942.000000 Penalty: 6017.664551
	Iteration 61Q: 3 clusters Score -2.298594e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22985936.000000 Penalty: 6017.664551
	Iteration 62Q: 3 clusters Score -2.298594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184305 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -22985940.000000 Penalty: 6017.664551
	Iteration 63Q: 3 clusters Score -2.298594e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184336 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22985988.000000 Penalty: 6017.664551
	Iteration 64Q: 3 clusters Score -2.298599e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184360 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22986000.000000 Penalty: 6017.664551
	Iteration 65Q: 3 clusters Score -2.2986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184394 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -22985984.000000 Penalty: 6017.664551
	Iteration 66Q: 3 clusters Score -2.298598e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184425 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22985990.000000 Penalty: 6017.664551
	Iteration 67Q: 3 clusters Score -2.298599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184462 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22986026.000000 Penalty: 6017.664551
	Iteration 68Q: 3 clusters Score -2.298603e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184486 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22986024.000000 Penalty: 6017.664551
	Iteration 69Q: 3 clusters Score -2.298602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184512 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22986004.000000 Penalty: 6017.664551
	Iteration 70Q: 3 clusters Score -2.2986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22986020.000000 Penalty: 6017.664551
	Iteration 71Q: 3 clusters Score -2.298602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184535 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22986054.000000 Penalty: 6017.664551
	Iteration 72Q: 3 clusters Score -2.298605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184553 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22986022.000000 Penalty: 6017.664551
	Iteration 73Q: 3 clusters Score -2.298602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22986034.000000 Penalty: 6017.664551
	Iteration 74Q: 3 clusters Score -2.298603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184565 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22986024.000000 Penalty: 6017.664551
	Iteration 75Q: 3 clusters Score -2.298602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184577 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -22986034.000000 Penalty: 6017.664551
	Iteration 76Q: 3 clusters Score -2.298603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184582 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -22986034.000000 Penalty: 6017.664551
	Iteration 77Q: 3 clusters Score -2.298603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184586 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22986044.000000 Penalty: 6017.664551
	Iteration 78Q: 3 clusters Score -2.298604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184585 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22986058.000000 Penalty: 6017.664551
	Iteration 79Q: 3 clusters Score -2.298606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184590 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -22986076.000000 Penalty: 6017.664551
	Iteration 80F: 3 clusters Score -2.298608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22986062.000000 Penalty: 6017.664551
	Iteration 81Q: 3 clusters Score -2.298606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22986052.000000 Penalty: 6017.664551
	Iteration 82Q: 3 clusters Score -2.298605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184602 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22986058.000000 Penalty: 6017.664551
	Iteration 83Q: 3 clusters Score -2.298606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184602 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -22986056.000000 Penalty: 6017.664551
	Iteration 84Q: 3 clusters Score -2.298606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184597 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22986072.000000 Penalty: 6017.664551
	Iteration 85Q: 3 clusters Score -2.298607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184597 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22986068.000000 Penalty: 6017.664551
	Iteration 86Q: 3 clusters Score -2.298607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22986070.000000 Penalty: 6017.664551
	Iteration 87Q: 3 clusters Score -2.298607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184599 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22986070.000000 Penalty: 6017.664551
	Iteration 88Q: 3 clusters Score -2.298607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22986068.000000 Penalty: 6017.664551
	Iteration 89Q: 3 clusters Score -2.298607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22986072.000000 Penalty: 6017.664551
	Iteration 90Q: 3 clusters Score -2.298607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184599 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22986074.000000 Penalty: 6017.664551
	Iteration 91Q: 3 clusters Score -2.298607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184600 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22986070.000000 Penalty: 6017.664551
	Iteration 92Q: 3 clusters Score -2.298607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184599 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22986078.000000 Penalty: 6017.664551
	Iteration 93Q: 3 clusters Score -2.298608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22986070.000000 Penalty: 6017.664551
	Iteration 94Q: 3 clusters Score -2.298607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184597 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22986080.000000 Penalty: 6017.664551
	Iteration 95Q: 3 clusters Score -2.298608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184596 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22986074.000000 Penalty: 6017.664551
	Iteration 96Q: 3 clusters Score -2.298607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184595 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22986062.000000 Penalty: 6017.664551
	Iteration 97Q: 3 clusters Score -2.298606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22986066.000000 Penalty: 6017.664551
	Iteration 98Q: 3 clusters Score -2.298607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22986066.000000 Penalty: 6017.664551
	Iteration 99F: 3 clusters Score -2.298607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -142153.968750 Penalty: 1789.561768
	Iteration 0F: 2 clusters Score -142154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140121.750000 Penalty: 3579.123535
	Iteration 0F: 3 clusters Score -140121.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140581.234375 Penalty: 3579.123535
	Iteration 1F: 3 clusters Score -140581.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -140668.156250 Penalty: 3579.123535
	Iteration 2F: 3 clusters Score -140668.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140720.546875 Penalty: 3579.123535
	Iteration 3Q: 3 clusters Score -140720.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -140752.671875 Penalty: 3579.123535
	Iteration 4Q: 3 clusters Score -140752.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -140787.421875 Penalty: 3579.123535
	Iteration 5Q: 3 clusters Score -140787.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -140817.171875 Penalty: 3579.123535
	Iteration 6Q: 3 clusters Score -140817.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -140851.093750 Penalty: 3579.123535
	Iteration 7Q: 3 clusters Score -140851.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140881.812500 Penalty: 3579.123535
	Iteration 8Q: 3 clusters Score -140881.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -140918.125000 Penalty: 3579.123535
	Iteration 9Q: 3 clusters Score -140918.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140987.859375 Penalty: 3579.123535
	Iteration 10Q: 3 clusters Score -140987.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141161.953125 Penalty: 3579.123535
	Iteration 11Q: 3 clusters Score -141162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141335.390625 Penalty: 3579.123535
	Iteration 12F: 3 clusters Score -141335.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -141486.593750 Penalty: 3579.123535
	Iteration 13Q: 3 clusters Score -141486.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141629.406250 Penalty: 3579.123535
	Iteration 14Q: 3 clusters Score -141629.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141732.625000 Penalty: 3579.123535
	Iteration 15Q: 3 clusters Score -141732.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141795.718750 Penalty: 3579.123535
	Iteration 16Q: 3 clusters Score -141795.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141838.046875 Penalty: 3579.123535
	Iteration 17Q: 3 clusters Score -141838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -141877.171875 Penalty: 3579.123535
	Iteration 18Q: 3 clusters Score -141877.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141919.437500 Penalty: 3579.123535
	Iteration 19Q: 3 clusters Score -141919.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141965.937500 Penalty: 3579.123535
	Iteration 20F: 3 clusters Score -141965.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142013.781250 Penalty: 3579.123535
	Iteration 21Q: 3 clusters Score -142013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -142059.046875 Penalty: 3579.123535
	Iteration 22Q: 3 clusters Score -142059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142097.468750 Penalty: 3579.123535
	Iteration 23Q: 3 clusters Score -142097.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142120.875000 Penalty: 3579.123535
	Iteration 24Q: 3 clusters Score -142120.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -142139.046875 Penalty: 3579.123535
	Iteration 25Q: 3 clusters Score -142139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142146.109375 Penalty: 3579.123535
	Iteration 26Q: 3 clusters Score -142146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -142148.937500 Penalty: 3579.123535
	Iteration 27Q: 3 clusters Score -142148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142149.703125 Penalty: 3579.123535
	Iteration 28Q: 3 clusters Score -142149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -142149.703125 Penalty: 3579.123535
	Iteration 29F: 3 clusters Score -142149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171137 members 
Entering Unmasked Estep 
Score: -21164292.000000 Penalty: 2988.454346
	Iteration 0F: 2 clusters Score -2.116429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -21053408.000000 Penalty: 5976.908691
	Iteration 0F: 3 clusters Score -2.105341e+07 nChanged 82080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 86633 members 
Entering Unmasked Estep 
Score: -21101292.000000 Penalty: 5976.908691
	Iteration 1F: 3 clusters Score -2.110129e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -21102012.000000 Penalty: 5976.908691
	Iteration 2Q: 3 clusters Score -2.110201e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -21102858.000000 Penalty: 5976.908691
	Iteration 3Q: 3 clusters Score -2.110286e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -21103962.000000 Penalty: 5976.908691
	Iteration 4Q: 3 clusters Score -2.110396e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -21105402.000000 Penalty: 5976.908691
	Iteration 5Q: 3 clusters Score -2.11054e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -21107322.000000 Penalty: 5976.908691
	Iteration 6Q: 3 clusters Score -2.110732e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -21110310.000000 Penalty: 5976.908691
	Iteration 7Q: 3 clusters Score -2.111031e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -21115076.000000 Penalty: 5976.908691
	Iteration 8F: 3 clusters Score -2.111508e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 106636 members 
Entering Unmasked Estep 
Score: -21121542.000000 Penalty: 5976.908691
	Iteration 9F: 3 clusters Score -2.112154e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 113145 members 
Entering Unmasked Estep 
Score: -21130120.000000 Penalty: 5976.908691
	Iteration 10F: 3 clusters Score -2.113012e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -21139214.000000 Penalty: 5976.908691
	Iteration 11F: 3 clusters Score -2.113921e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 124109 members 
Entering Unmasked Estep 
Score: -21145966.000000 Penalty: 5976.908691
	Iteration 12F: 3 clusters Score -2.114597e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 127385 members 
Entering Unmasked Estep 
Score: -21149546.000000 Penalty: 5976.908691
	Iteration 13Q: 3 clusters Score -2.114955e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -21151200.000000 Penalty: 5976.908691
	Iteration 14Q: 3 clusters Score -2.11512e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 132446 members 
Entering Unmasked Estep 
Score: -21152230.000000 Penalty: 5976.908691
	Iteration 15Q: 3 clusters Score -2.115223e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -21153184.000000 Penalty: 5976.908691
	Iteration 16Q: 3 clusters Score -2.115318e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 137074 members 
Entering Unmasked Estep 
Score: -21154090.000000 Penalty: 5976.908691
	Iteration 17Q: 3 clusters Score -2.115409e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 139382 members 
Entering Unmasked Estep 
Score: -21154964.000000 Penalty: 5976.908691
	Iteration 18Q: 3 clusters Score -2.115496e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -21155928.000000 Penalty: 5976.908691
	Iteration 19Q: 3 clusters Score -2.115593e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -21156818.000000 Penalty: 5976.908691
	Iteration 20F: 3 clusters Score -2.115682e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -21157674.000000 Penalty: 5976.908691
	Iteration 21Q: 3 clusters Score -2.115767e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -21158434.000000 Penalty: 5976.908691
	Iteration 22Q: 3 clusters Score -2.115843e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 150141 members 
Entering Unmasked Estep 
Score: -21158842.000000 Penalty: 5976.908691
	Iteration 23Q: 3 clusters Score -2.115884e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -21159628.000000 Penalty: 5976.908691
	Iteration 24Q: 3 clusters Score -2.115963e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 153975 members 
Entering Unmasked Estep 
Score: -21160120.000000 Penalty: 5976.908691
	Iteration 25Q: 3 clusters Score -2.116012e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 155795 members 
Entering Unmasked Estep 
Score: -21160706.000000 Penalty: 5976.908691
	Iteration 26Q: 3 clusters Score -2.116071e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -21161184.000000 Penalty: 5976.908691
	Iteration 27Q: 3 clusters Score -2.116118e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -21161484.000000 Penalty: 5976.908691
	Iteration 28Q: 3 clusters Score -2.116148e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -21161694.000000 Penalty: 5976.908691
	Iteration 29Q: 3 clusters Score -2.116169e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 161706 members 
Entering Unmasked Estep 
Score: -21161906.000000 Penalty: 5976.908691
	Iteration 30Q: 3 clusters Score -2.116191e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -21162004.000000 Penalty: 5976.908691
	Iteration 31Q: 3 clusters Score -2.1162e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 163862 members 
Entering Unmasked Estep 
Score: -21162114.000000 Penalty: 5976.908691
	Iteration 32Q: 3 clusters Score -2.116211e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -21162160.000000 Penalty: 5976.908691
	Iteration 33Q: 3 clusters Score -2.116216e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -21162326.000000 Penalty: 5976.908691
	Iteration 34Q: 3 clusters Score -2.116233e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -21162284.000000 Penalty: 5976.908691
	Iteration 35Q: 3 clusters Score -2.116228e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -21162350.000000 Penalty: 5976.908691
	Iteration 36Q: 3 clusters Score -2.116235e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 167151 members 
Entering Unmasked Estep 
Score: -21162302.000000 Penalty: 5976.908691
	Iteration 37Q: 3 clusters Score -2.11623e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -21162244.000000 Penalty: 5976.908691
	Iteration 38Q: 3 clusters Score -2.116224e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 167918 members 
Entering Unmasked Estep 
Score: -21162284.000000 Penalty: 5976.908691
	Iteration 39Q: 3 clusters Score -2.116228e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -21162346.000000 Penalty: 5976.908691
	Iteration 40F: 3 clusters Score -2.116235e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 168424 members 
Entering Unmasked Estep 
Score: -21162388.000000 Penalty: 5976.908691
	Iteration 41Q: 3 clusters Score -2.116239e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -21162422.000000 Penalty: 5976.908691
	Iteration 42Q: 3 clusters Score -2.116242e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -21162416.000000 Penalty: 5976.908691
	Iteration 43Q: 3 clusters Score -2.116242e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 168926 members 
Entering Unmasked Estep 
Score: -21162424.000000 Penalty: 5976.908691
	Iteration 44Q: 3 clusters Score -2.116242e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 169068 members 
Entering Unmasked Estep 
Score: -21162424.000000 Penalty: 5976.908691
	Iteration 45Q: 3 clusters Score -2.116242e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 169175 members 
Entering Unmasked Estep 
Score: -21162448.000000 Penalty: 5976.908691
	Iteration 46Q: 3 clusters Score -2.116245e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 169263 members 
Entering Unmasked Estep 
Score: -21162466.000000 Penalty: 5976.908691
	Iteration 47Q: 3 clusters Score -2.116247e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 169338 members 
Entering Unmasked Estep 
Score: -21162500.000000 Penalty: 5976.908691
	Iteration 48Q: 3 clusters Score -2.11625e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 169406 members 
Entering Unmasked Estep 
Score: -21162476.000000 Penalty: 5976.908691
	Iteration 49Q: 3 clusters Score -2.116248e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 169468 members 
Entering Unmasked Estep 
Score: -21162472.000000 Penalty: 5976.908691
	Iteration 50Q: 3 clusters Score -2.116247e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -21162460.000000 Penalty: 5976.908691
	Iteration 51Q: 3 clusters Score -2.116246e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 169553 members 
Entering Unmasked Estep 
Score: -21162442.000000 Penalty: 5976.908691
	Iteration 52Q: 3 clusters Score -2.116244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 169598 members 
Entering Unmasked Estep 
Score: -21162432.000000 Penalty: 5976.908691
	Iteration 53Q: 3 clusters Score -2.116243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -21162436.000000 Penalty: 5976.908691
	Iteration 54Q: 3 clusters Score -2.116244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 169659 members 
Entering Unmasked Estep 
Score: -21162424.000000 Penalty: 5976.908691
	Iteration 55Q: 3 clusters Score -2.116242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -21162404.000000 Penalty: 5976.908691
	Iteration 56Q: 3 clusters Score -2.11624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 169691 members 
Entering Unmasked Estep 
Score: -21162406.000000 Penalty: 5976.908691
	Iteration 57Q: 3 clusters Score -2.116241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -21162394.000000 Penalty: 5976.908691
	Iteration 58Q: 3 clusters Score -2.116239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -21162394.000000 Penalty: 5976.908691
	Iteration 59Q: 3 clusters Score -2.116239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 169732 members 
Entering Unmasked Estep 
Score: -21162390.000000 Penalty: 5976.908691
	Iteration 60F: 3 clusters Score -2.116239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -21162412.000000 Penalty: 5976.908691
	Iteration 61Q: 3 clusters Score -2.116241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -21162404.000000 Penalty: 5976.908691
	Iteration 62Q: 3 clusters Score -2.11624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 169785 members 
Entering Unmasked Estep 
Score: -21162414.000000 Penalty: 5976.908691
	Iteration 63Q: 3 clusters Score -2.116241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 169793 members 
Entering Unmasked Estep 
Score: -21162414.000000 Penalty: 5976.908691
	Iteration 64Q: 3 clusters Score -2.116241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -21162400.000000 Penalty: 5976.908691
	Iteration 65Q: 3 clusters Score -2.11624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 169809 members 
Entering Unmasked Estep 
Score: -21162394.000000 Penalty: 5976.908691
	Iteration 66Q: 3 clusters Score -2.116239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -21162402.000000 Penalty: 5976.908691
	Iteration 67Q: 3 clusters Score -2.11624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -21162382.000000 Penalty: 5976.908691
	Iteration 68Q: 3 clusters Score -2.116238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 169824 members 
Entering Unmasked Estep 
Score: -21162374.000000 Penalty: 5976.908691
	Iteration 69Q: 3 clusters Score -2.116237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 169830 members 
Entering Unmasked Estep 
Score: -21162386.000000 Penalty: 5976.908691
	Iteration 70Q: 3 clusters Score -2.116239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 169832 members 
Entering Unmasked Estep 
Score: -21162380.000000 Penalty: 5976.908691
	Iteration 71Q: 3 clusters Score -2.116238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 169832 members 
Entering Unmasked Estep 
Score: -21162394.000000 Penalty: 5976.908691
	Iteration 72Q: 3 clusters Score -2.116239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -21162392.000000 Penalty: 5976.908691
	Iteration 73Q: 3 clusters Score -2.116239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 169836 members 
Entering Unmasked Estep 
Score: -21162386.000000 Penalty: 5976.908691
	Iteration 74Q: 3 clusters Score -2.116239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -21162382.000000 Penalty: 5976.908691
	Iteration 75Q: 3 clusters Score -2.116238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -21162382.000000 Penalty: 5976.908691
	Iteration 76F: 3 clusters Score -2.116238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Entering Unmasked Estep 
Score: -6800754.000000 Penalty: 2706.449951
	Iteration 0F: 2 clusters Score -6800754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -6763919.500000 Penalty: 5412.899902
	Iteration 0F: 3 clusters Score -6763920 nChanged 25266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6777695.500000 Penalty: 5412.899902
	Iteration 1F: 3 clusters Score -6777696 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -6778146.500000 Penalty: 5412.899902
	Iteration 2Q: 3 clusters Score -6778146 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -6778656.000000 Penalty: 5412.899902
	Iteration 3Q: 3 clusters Score -6778656 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -6779232.500000 Penalty: 5412.899902
	Iteration 4Q: 3 clusters Score -6779232 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -6780002.500000 Penalty: 5412.899902
	Iteration 5Q: 3 clusters Score -6780002 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -6781039.500000 Penalty: 5412.899902
	Iteration 6Q: 3 clusters Score -6781040 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6782814.500000 Penalty: 5412.899902
	Iteration 7F: 3 clusters Score -6782814 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -6785748.500000 Penalty: 5412.899902
	Iteration 8F: 3 clusters Score -6785748 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -6789804.000000 Penalty: 5412.899902
	Iteration 9F: 3 clusters Score -6789804 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6793888.500000 Penalty: 5412.899902
	Iteration 10F: 3 clusters Score -6793888 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6796605.500000 Penalty: 5412.899902
	Iteration 11Q: 3 clusters Score -6796606 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6797751.500000 Penalty: 5412.899902
	Iteration 12Q: 3 clusters Score -6797752 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6798168.500000 Penalty: 5412.899902
	Iteration 13Q: 3 clusters Score -6798168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6798332.500000 Penalty: 5412.899902
	Iteration 14Q: 3 clusters Score -6798332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6798428.000000 Penalty: 5412.899902
	Iteration 15Q: 3 clusters Score -6798428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6798443.500000 Penalty: 5412.899902
	Iteration 16Q: 3 clusters Score -6798444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6798467.000000 Penalty: 5412.899902
	Iteration 17Q: 3 clusters Score -6798467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6798493.000000 Penalty: 5412.899902
	Iteration 18Q: 3 clusters Score -6798493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6798501.000000 Penalty: 5412.899902
	Iteration 19Q: 3 clusters Score -6798501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6798495.500000 Penalty: 5412.899902
	Iteration 20F: 3 clusters Score -6798496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6798500.500000 Penalty: 5412.899902
	Iteration 21Q: 3 clusters Score -6798500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6798517.000000 Penalty: 5412.899902
	Iteration 22Q: 3 clusters Score -6798517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6798527.000000 Penalty: 5412.899902
	Iteration 23Q: 3 clusters Score -6798527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6798530.000000 Penalty: 5412.899902
	Iteration 24Q: 3 clusters Score -6798530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6798533.500000 Penalty: 5412.899902
	Iteration 25Q: 3 clusters Score -6798534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6798535.500000 Penalty: 5412.899902
	Iteration 26Q: 3 clusters Score -6798536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6798535.500000 Penalty: 5412.899902
	Iteration 27F: 3 clusters Score -6798536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (140269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Entering Unmasked Estep 
Score: -17404610.000000 Penalty: 2939.126709
	Iteration 0F: 2 clusters Score -1.740461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -17310918.000000 Penalty: 5878.253418
	Iteration 0F: 3 clusters Score -1.731092e+07 nChanged 67015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -17349772.000000 Penalty: 5878.253418
	Iteration 1F: 3 clusters Score -1.734977e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -17351388.000000 Penalty: 5878.253418
	Iteration 2Q: 3 clusters Score -1.735139e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 66695 members 
Entering Unmasked Estep 
Score: -17353140.000000 Penalty: 5878.253418
	Iteration 3Q: 3 clusters Score -1.735314e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -17355632.000000 Penalty: 5878.253418
	Iteration 4Q: 3 clusters Score -1.735563e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -17358856.000000 Penalty: 5878.253418
	Iteration 5Q: 3 clusters Score -1.735886e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -17363604.000000 Penalty: 5878.253418
	Iteration 6F: 3 clusters Score -1.73636e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -17369608.000000 Penalty: 5878.253418
	Iteration 7F: 3 clusters Score -1.736961e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78703 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -17376278.000000 Penalty: 5878.253418
	Iteration 8F: 3 clusters Score -1.737628e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 61672 members 
Entering Unmasked Estep 
Score: -17381310.000000 Penalty: 5878.253418
	Iteration 9F: 3 clusters Score -1.738131e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -17383500.000000 Penalty: 5878.253418
	Iteration 10Q: 3 clusters Score -1.73835e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78214 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -17384462.000000 Penalty: 5878.253418
	Iteration 11Q: 3 clusters Score -1.738446e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 62065 members 
Entering Unmasked Estep 
Score: -17384892.000000 Penalty: 5878.253418
	Iteration 12Q: 3 clusters Score -1.738489e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -17385194.000000 Penalty: 5878.253418
	Iteration 13Q: 3 clusters Score -1.738519e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -17385504.000000 Penalty: 5878.253418
	Iteration 14Q: 3 clusters Score -1.73855e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 61875 members 
Entering Unmasked Estep 
Score: -17385754.000000 Penalty: 5878.253418
	Iteration 15Q: 3 clusters Score -1.738575e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78466 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -17386046.000000 Penalty: 5878.253418
	Iteration 16Q: 3 clusters Score -1.738605e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 61735 members 
Entering Unmasked Estep 
Score: -17386216.000000 Penalty: 5878.253418
	Iteration 17Q: 3 clusters Score -1.738622e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -17386342.000000 Penalty: 5878.253418
	Iteration 18Q: 3 clusters Score -1.738634e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -17386610.000000 Penalty: 5878.253418
	Iteration 19Q: 3 clusters Score -1.738661e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -17386738.000000 Penalty: 5878.253418
	Iteration 20F: 3 clusters Score -1.738674e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -17386924.000000 Penalty: 5878.253418
	Iteration 21Q: 3 clusters Score -1.738692e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -17387024.000000 Penalty: 5878.253418
	Iteration 22Q: 3 clusters Score -1.738702e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -17387158.000000 Penalty: 5878.253418
	Iteration 23Q: 3 clusters Score -1.738716e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -17387320.000000 Penalty: 5878.253418
	Iteration 24Q: 3 clusters Score -1.738732e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79995 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -17387386.000000 Penalty: 5878.253418
	Iteration 25Q: 3 clusters Score -1.738739e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -17387446.000000 Penalty: 5878.253418
	Iteration 26Q: 3 clusters Score -1.738745e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80461 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -17387526.000000 Penalty: 5878.253418
	Iteration 27Q: 3 clusters Score -1.738753e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -17387570.000000 Penalty: 5878.253418
	Iteration 28Q: 3 clusters Score -1.738757e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -17387686.000000 Penalty: 5878.253418
	Iteration 29Q: 3 clusters Score -1.738769e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -17387620.000000 Penalty: 5878.253418
	Iteration 30Q: 3 clusters Score -1.738762e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -17387670.000000 Penalty: 5878.253418
	Iteration 31Q: 3 clusters Score -1.738767e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -17387716.000000 Penalty: 5878.253418
	Iteration 32Q: 3 clusters Score -1.738772e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -17387820.000000 Penalty: 5878.253418
	Iteration 33Q: 3 clusters Score -1.738782e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -17387820.000000 Penalty: 5878.253418
	Iteration 34Q: 3 clusters Score -1.738782e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -17387908.000000 Penalty: 5878.253418
	Iteration 35Q: 3 clusters Score -1.738791e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -17387992.000000 Penalty: 5878.253418
	Iteration 36Q: 3 clusters Score -1.738799e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -17388088.000000 Penalty: 5878.253418
	Iteration 37Q: 3 clusters Score -1.738809e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -17388294.000000 Penalty: 5878.253418
	Iteration 38Q: 3 clusters Score -1.738829e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -17388394.000000 Penalty: 5878.253418
	Iteration 39Q: 3 clusters Score -1.738839e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -17388512.000000 Penalty: 5878.253418
	Iteration 40F: 3 clusters Score -1.738851e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -17388624.000000 Penalty: 5878.253418
	Iteration 41Q: 3 clusters Score -1.738862e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87737 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -17388646.000000 Penalty: 5878.253418
	Iteration 42Q: 3 clusters Score -1.738865e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -17388794.000000 Penalty: 5878.253418
	Iteration 43Q: 3 clusters Score -1.738879e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -17388898.000000 Penalty: 5878.253418
	Iteration 44Q: 3 clusters Score -1.73889e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -17388974.000000 Penalty: 5878.253418
	Iteration 45Q: 3 clusters Score -1.738897e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -17389108.000000 Penalty: 5878.253418
	Iteration 46Q: 3 clusters Score -1.738911e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91682 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -17389254.000000 Penalty: 5878.253418
	Iteration 47Q: 3 clusters Score -1.738925e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92589 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -17389378.000000 Penalty: 5878.253418
	Iteration 48Q: 3 clusters Score -1.738938e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -17389512.000000 Penalty: 5878.253418
	Iteration 49Q: 3 clusters Score -1.738951e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -17389652.000000 Penalty: 5878.253418
	Iteration 50Q: 3 clusters Score -1.738965e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -17389810.000000 Penalty: 5878.253418
	Iteration 51Q: 3 clusters Score -1.738981e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -17389964.000000 Penalty: 5878.253418
	Iteration 52Q: 3 clusters Score -1.738996e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -17390044.000000 Penalty: 5878.253418
	Iteration 53Q: 3 clusters Score -1.739004e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -17390252.000000 Penalty: 5878.253418
	Iteration 54Q: 3 clusters Score -1.739025e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -17390384.000000 Penalty: 5878.253418
	Iteration 55Q: 3 clusters Score -1.739038e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -17390650.000000 Penalty: 5878.253418
	Iteration 56Q: 3 clusters Score -1.739065e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -17390928.000000 Penalty: 5878.253418
	Iteration 57Q: 3 clusters Score -1.739093e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -17391116.000000 Penalty: 5878.253418
	Iteration 58Q: 3 clusters Score -1.739112e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -17391364.000000 Penalty: 5878.253418
	Iteration 59Q: 3 clusters Score -1.739136e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106208 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -17391714.000000 Penalty: 5878.253418
	Iteration 60F: 3 clusters Score -1.739171e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -17391944.000000 Penalty: 5878.253418
	Iteration 61Q: 3 clusters Score -1.739194e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -17392322.000000 Penalty: 5878.253418
	Iteration 62Q: 3 clusters Score -1.739232e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -17392734.000000 Penalty: 5878.253418
	Iteration 63Q: 3 clusters Score -1.739273e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112001 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -17393046.000000 Penalty: 5878.253418
	Iteration 64Q: 3 clusters Score -1.739305e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -17393328.000000 Penalty: 5878.253418
	Iteration 65Q: 3 clusters Score -1.739333e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -17393902.000000 Penalty: 5878.253418
	Iteration 66Q: 3 clusters Score -1.73939e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -17394356.000000 Penalty: 5878.253418
	Iteration 67Q: 3 clusters Score -1.739436e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118297 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -17394884.000000 Penalty: 5878.253418
	Iteration 68Q: 3 clusters Score -1.739488e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -17395370.000000 Penalty: 5878.253418
	Iteration 69Q: 3 clusters Score -1.739537e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121522 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -17395878.000000 Penalty: 5878.253418
	Iteration 70Q: 3 clusters Score -1.739588e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123140 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -17396356.000000 Penalty: 5878.253418
	Iteration 71Q: 3 clusters Score -1.739636e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124727 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -17396850.000000 Penalty: 5878.253418
	Iteration 72Q: 3 clusters Score -1.739685e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -17397390.000000 Penalty: 5878.253418
	Iteration 73Q: 3 clusters Score -1.739739e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127735 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -17397902.000000 Penalty: 5878.253418
	Iteration 74Q: 3 clusters Score -1.73979e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129102 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -17398460.000000 Penalty: 5878.253418
	Iteration 75Q: 3 clusters Score -1.739846e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130384 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -17398996.000000 Penalty: 5878.253418
	Iteration 76Q: 3 clusters Score -1.7399e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131583 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -17399430.000000 Penalty: 5878.253418
	Iteration 77Q: 3 clusters Score -1.739943e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -17399782.000000 Penalty: 5878.253418
	Iteration 78Q: 3 clusters Score -1.739978e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133503 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -17400110.000000 Penalty: 5878.253418
	Iteration 79Q: 3 clusters Score -1.740011e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -17400410.000000 Penalty: 5878.253418
	Iteration 80F: 3 clusters Score -1.740041e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -17400656.000000 Penalty: 5878.253418
	Iteration 81Q: 3 clusters Score -1.740066e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -17400932.000000 Penalty: 5878.253418
	Iteration 82Q: 3 clusters Score -1.740093e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136164 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -17401168.000000 Penalty: 5878.253418
	Iteration 83Q: 3 clusters Score -1.740117e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136602 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -17401350.000000 Penalty: 5878.253418
	Iteration 84Q: 3 clusters Score -1.740135e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136967 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -17401470.000000 Penalty: 5878.253418
	Iteration 85Q: 3 clusters Score -1.740147e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137255 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -17401576.000000 Penalty: 5878.253418
	Iteration 86Q: 3 clusters Score -1.740158e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137492 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -17401678.000000 Penalty: 5878.253418
	Iteration 87Q: 3 clusters Score -1.740168e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -17401742.000000 Penalty: 5878.253418
	Iteration 88Q: 3 clusters Score -1.740174e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137867 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -17401802.000000 Penalty: 5878.253418
	Iteration 89Q: 3 clusters Score -1.74018e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138018 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -17401838.000000 Penalty: 5878.253418
	Iteration 90Q: 3 clusters Score -1.740184e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138143 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -17401844.000000 Penalty: 5878.253418
	Iteration 91Q: 3 clusters Score -1.740184e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138237 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -17401878.000000 Penalty: 5878.253418
	Iteration 92Q: 3 clusters Score -1.740188e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -17401904.000000 Penalty: 5878.253418
	Iteration 93Q: 3 clusters Score -1.74019e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17401932.000000 Penalty: 5878.253418
	Iteration 94Q: 3 clusters Score -1.740193e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138482 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -17401956.000000 Penalty: 5878.253418
	Iteration 95Q: 3 clusters Score -1.740196e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -17401990.000000 Penalty: 5878.253418
	Iteration 96Q: 3 clusters Score -1.740199e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138579 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -17402008.000000 Penalty: 5878.253418
	Iteration 97Q: 3 clusters Score -1.740201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -17402038.000000 Penalty: 5878.253418
	Iteration 98Q: 3 clusters Score -1.740204e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138658 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -17402046.000000 Penalty: 5878.253418
	Iteration 99Q: 3 clusters Score -1.740205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138699 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17402102.000000 Penalty: 5878.253418
	Iteration 100F: 3 clusters Score -1.74021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17402096.000000 Penalty: 5878.253418
	Iteration 101Q: 3 clusters Score -1.74021e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -17402130.000000 Penalty: 5878.253418
	Iteration 102Q: 3 clusters Score -1.740213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -17402114.000000 Penalty: 5878.253418
	Iteration 103Q: 3 clusters Score -1.740211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138805 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -17402128.000000 Penalty: 5878.253418
	Iteration 104Q: 3 clusters Score -1.740213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138829 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -17402118.000000 Penalty: 5878.253418
	Iteration 105Q: 3 clusters Score -1.740212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -17402114.000000 Penalty: 5878.253418
	Iteration 106Q: 3 clusters Score -1.740211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138858 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -17402102.000000 Penalty: 5878.253418
	Iteration 107Q: 3 clusters Score -1.74021e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17402114.000000 Penalty: 5878.253418
	Iteration 108Q: 3 clusters Score -1.740211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138878 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -17402120.000000 Penalty: 5878.253418
	Iteration 109Q: 3 clusters Score -1.740212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138879 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17402130.000000 Penalty: 5878.253418
	Iteration 110Q: 3 clusters Score -1.740213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138881 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -17402124.000000 Penalty: 5878.253418
	Iteration 111Q: 3 clusters Score -1.740212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138885 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17402122.000000 Penalty: 5878.253418
	Iteration 112Q: 3 clusters Score -1.740212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17402132.000000 Penalty: 5878.253418
	Iteration 113Q: 3 clusters Score -1.740213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138900 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17402122.000000 Penalty: 5878.253418
	Iteration 114Q: 3 clusters Score -1.740212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138904 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -17402128.000000 Penalty: 5878.253418
	Iteration 115Q: 3 clusters Score -1.740213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138912 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -17402134.000000 Penalty: 5878.253418
	Iteration 116Q: 3 clusters Score -1.740213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -17402132.000000 Penalty: 5878.253418
	Iteration 117Q: 3 clusters Score -1.740213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138920 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17402134.000000 Penalty: 5878.253418
	Iteration 118Q: 3 clusters Score -1.740213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138922 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17402134.000000 Penalty: 5878.253418
	Iteration 119Q: 3 clusters Score -1.740213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138925 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -17402144.000000 Penalty: 5878.253418
	Iteration 120F: 3 clusters Score -1.740214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138929 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17402148.000000 Penalty: 5878.253418
	Iteration 121Q: 3 clusters Score -1.740215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -17402144.000000 Penalty: 5878.253418
	Iteration 122Q: 3 clusters Score -1.740214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138937 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17402160.000000 Penalty: 5878.253418
	Iteration 123Q: 3 clusters Score -1.740216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138942 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17402150.000000 Penalty: 5878.253418
	Iteration 124Q: 3 clusters Score -1.740215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138943 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -17402156.000000 Penalty: 5878.253418
	Iteration 125Q: 3 clusters Score -1.740216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138946 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17402166.000000 Penalty: 5878.253418
	Iteration 126Q: 3 clusters Score -1.740217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138952 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -17402158.000000 Penalty: 5878.253418
	Iteration 127Q: 3 clusters Score -1.740216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138960 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17402158.000000 Penalty: 5878.253418
	Iteration 128Q: 3 clusters Score -1.740216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -17402154.000000 Penalty: 5878.253418
	Iteration 129Q: 3 clusters Score -1.740215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -17402144.000000 Penalty: 5878.253418
	Iteration 130Q: 3 clusters Score -1.740214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138976 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -17402170.000000 Penalty: 5878.253418
	Iteration 131Q: 3 clusters Score -1.740217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -17402166.000000 Penalty: 5878.253418
	Iteration 132Q: 3 clusters Score -1.740217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138988 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -17402170.000000 Penalty: 5878.253418
	Iteration 133Q: 3 clusters Score -1.740217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17402156.000000 Penalty: 5878.253418
	Iteration 134Q: 3 clusters Score -1.740216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -17402160.000000 Penalty: 5878.253418
	Iteration 135Q: 3 clusters Score -1.740216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139003 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17402158.000000 Penalty: 5878.253418
	Iteration 136Q: 3 clusters Score -1.740216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -17402162.000000 Penalty: 5878.253418
	Iteration 137Q: 3 clusters Score -1.740216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139012 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17402168.000000 Penalty: 5878.253418
	Iteration 138Q: 3 clusters Score -1.740217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139016 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -17402178.000000 Penalty: 5878.253418
	Iteration 139Q: 3 clusters Score -1.740218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -17402184.000000 Penalty: 5878.253418
	Iteration 140F: 3 clusters Score -1.740218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -17402196.000000 Penalty: 5878.253418
	Iteration 141Q: 3 clusters Score -1.74022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -17402188.000000 Penalty: 5878.253418
	Iteration 142Q: 3 clusters Score -1.740219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139046 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17402196.000000 Penalty: 5878.253418
	Iteration 143Q: 3 clusters Score -1.74022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139053 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -17402190.000000 Penalty: 5878.253418
	Iteration 144Q: 3 clusters Score -1.740219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17402184.000000 Penalty: 5878.253418
	Iteration 145Q: 3 clusters Score -1.740218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139056 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17402194.000000 Penalty: 5878.253418
	Iteration 146Q: 3 clusters Score -1.740219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139057 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17402196.000000 Penalty: 5878.253418
	Iteration 147Q: 3 clusters Score -1.74022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139056 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -17402198.000000 Penalty: 5878.253418
	Iteration 148Q: 3 clusters Score -1.74022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17402200.000000 Penalty: 5878.253418
	Iteration 149Q: 3 clusters Score -1.74022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -17402200.000000 Penalty: 5878.253418
	Iteration 150F: 3 clusters Score -1.74022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Entering Unmasked Estep 
Score: -803804.500000 Penalty: 2191.492676
	Iteration 0F: 2 clusters Score -803804.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -798119.562500 Penalty: 4382.985352
	Iteration 0F: 3 clusters Score -798119.6 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -799680.875000 Penalty: 4382.985352
	Iteration 1F: 3 clusters Score -799680.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -800001.500000 Penalty: 4382.985352
	Iteration 2F: 3 clusters Score -800001.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -800297.375000 Penalty: 4382.985352
	Iteration 3F: 3 clusters Score -800297.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -800633.500000 Penalty: 4382.985352
	Iteration 4F: 3 clusters Score -800633.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -801020.687500 Penalty: 4382.985352
	Iteration 5F: 3 clusters Score -801020.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -801302.250000 Penalty: 4382.985352
	Iteration 6F: 3 clusters Score -801302.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -801514.000000 Penalty: 4382.985352
	Iteration 7Q: 3 clusters Score -801514 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -801700.187500 Penalty: 4382.985352
	Iteration 8Q: 3 clusters Score -801700.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -801845.750000 Penalty: 4382.985352
	Iteration 9Q: 3 clusters Score -801845.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -801988.312500 Penalty: 4382.985352
	Iteration 10Q: 3 clusters Score -801988.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -802109.312500 Penalty: 4382.985352
	Iteration 11Q: 3 clusters Score -802109.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -802203.625000 Penalty: 4382.985352
	Iteration 12Q: 3 clusters Score -802203.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -802282.875000 Penalty: 4382.985352
	Iteration 13Q: 3 clusters Score -802282.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -802366.000000 Penalty: 4382.985352
	Iteration 14Q: 3 clusters Score -802366 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -802427.750000 Penalty: 4382.985352
	Iteration 15Q: 3 clusters Score -802427.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -802481.687500 Penalty: 4382.985352
	Iteration 16Q: 3 clusters Score -802481.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -802530.937500 Penalty: 4382.985352
	Iteration 17Q: 3 clusters Score -802530.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -802577.375000 Penalty: 4382.985352
	Iteration 18Q: 3 clusters Score -802577.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -802622.875000 Penalty: 4382.985352
	Iteration 19Q: 3 clusters Score -802622.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -802653.750000 Penalty: 4382.985352
	Iteration 20F: 3 clusters Score -802653.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -802678.812500 Penalty: 4382.985352
	Iteration 21Q: 3 clusters Score -802678.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -802696.062500 Penalty: 4382.985352
	Iteration 22Q: 3 clusters Score -802696.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -802712.312500 Penalty: 4382.985352
	Iteration 23Q: 3 clusters Score -802712.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -802726.500000 Penalty: 4382.985352
	Iteration 24Q: 3 clusters Score -802726.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -802742.562500 Penalty: 4382.985352
	Iteration 25Q: 3 clusters Score -802742.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -802752.750000 Penalty: 4382.985352
	Iteration 26Q: 3 clusters Score -802752.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -802759.500000 Penalty: 4382.985352
	Iteration 27Q: 3 clusters Score -802759.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -802765.687500 Penalty: 4382.985352
	Iteration 28Q: 3 clusters Score -802765.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -802771.000000 Penalty: 4382.985352
	Iteration 29Q: 3 clusters Score -802771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -802778.562500 Penalty: 4382.985352
	Iteration 30Q: 3 clusters Score -802778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -802780.625000 Penalty: 4382.985352
	Iteration 31Q: 3 clusters Score -802780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -802784.437500 Penalty: 4382.985352
	Iteration 32Q: 3 clusters Score -802784.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -802793.187500 Penalty: 4382.985352
	Iteration 33Q: 3 clusters Score -802793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -802797.250000 Penalty: 4382.985352
	Iteration 34Q: 3 clusters Score -802797.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -802804.437500 Penalty: 4382.985352
	Iteration 35Q: 3 clusters Score -802804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -802808.500000 Penalty: 4382.985352
	Iteration 36Q: 3 clusters Score -802808.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -802812.500000 Penalty: 4382.985352
	Iteration 37Q: 3 clusters Score -802812.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -802818.125000 Penalty: 4382.985352
	Iteration 38Q: 3 clusters Score -802818.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -802825.000000 Penalty: 4382.985352
	Iteration 39Q: 3 clusters Score -802825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -802830.687500 Penalty: 4382.985352
	Iteration 40F: 3 clusters Score -802830.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -802835.875000 Penalty: 4382.985352
	Iteration 41Q: 3 clusters Score -802835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -802846.812500 Penalty: 4382.985352
	Iteration 42Q: 3 clusters Score -802846.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -802854.187500 Penalty: 4382.985352
	Iteration 43Q: 3 clusters Score -802854.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -802861.250000 Penalty: 4382.985352
	Iteration 44Q: 3 clusters Score -802861.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -802867.937500 Penalty: 4382.985352
	Iteration 45Q: 3 clusters Score -802867.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -802874.312500 Penalty: 4382.985352
	Iteration 46Q: 3 clusters Score -802874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -802880.125000 Penalty: 4382.985352
	Iteration 47Q: 3 clusters Score -802880.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -802890.375000 Penalty: 4382.985352
	Iteration 48Q: 3 clusters Score -802890.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -802904.250000 Penalty: 4382.985352
	Iteration 49Q: 3 clusters Score -802904.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -802919.875000 Penalty: 4382.985352
	Iteration 50Q: 3 clusters Score -802919.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -802939.937500 Penalty: 4382.985352
	Iteration 51Q: 3 clusters Score -802939.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -802979.000000 Penalty: 4382.985352
	Iteration 52Q: 3 clusters Score -802979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -803050.375000 Penalty: 4382.985352
	Iteration 53Q: 3 clusters Score -803050.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -803211.875000 Penalty: 4382.985352
	Iteration 54Q: 3 clusters Score -803211.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -803383.125000 Penalty: 4382.985352
	Iteration 55Q: 3 clusters Score -803383.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -803441.875000 Penalty: 4382.985352
	Iteration 56Q: 3 clusters Score -803441.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -803464.625000 Penalty: 4382.985352
	Iteration 57Q: 3 clusters Score -803464.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -803470.125000 Penalty: 4382.985352
	Iteration 58Q: 3 clusters Score -803470.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -803473.687500 Penalty: 4382.985352
	Iteration 59Q: 3 clusters Score -803473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -803474.500000 Penalty: 4382.985352
	Iteration 60F: 3 clusters Score -803474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -803475.125000 Penalty: 4382.985352
	Iteration 61Q: 3 clusters Score -803475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -803475.062500 Penalty: 4382.985352
	Iteration 62Q: 3 clusters Score -803475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -803477.000000 Penalty: 4382.985352
	Iteration 63Q: 3 clusters Score -803477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -803477.000000 Penalty: 4382.985352
	Iteration 64F: 3 clusters Score -803477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155900.046875 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155900 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156531.734375 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156531.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -156864.718750 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156864.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -157061.328125 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -157061.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -157199.578125 Penalty: 3618.347900
	Iteration 4Q: 3 clusters Score -157199.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -157388.828125 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -157388.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157641.890625 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -157641.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158041.171875 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -158041.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158469.000000 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -158469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -158711.515625 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -158711.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -158880.578125 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -158880.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -159043.625000 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -159043.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -159114.281250 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -159114.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159128.734375 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -159128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159129.640625 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -159129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159133.640625 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -159133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159133.640625 Penalty: 3618.347900
	Iteration 16F: 3 clusters Score -159133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 75180 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185793 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171137 members 
Mstep: Class 7 contains 54891 members 
Mstep: Class 8 contains 140269 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194538 members 
Mstep: Class 13 contains 65616 members 
Mstep: Class 14 contains 166163 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171438 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 89188 members 
Mstep: Class 21 contains 28634 members 
Mstep: Class 22 contains 16677 members 
Mstep: Class 23 contains 162163 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18517 members 
Mstep: Class 26 contains 848 members 
Entering Unmasked Estep 
Score: -194678384.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194679120.000000 to -194678384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79650.929688 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79650.93 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79939.062500 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79939.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80053.343750 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -80053.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80168.046875 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -80168.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80263.843750 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -80263.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80322.453125 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80322.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80381.695312 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80381.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -80425.531250 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80425.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80472.968750 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80472.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -80502.718750 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80502.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -80526.921875 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80526.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -80547.882812 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80547.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -80558.671875 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80558.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -80566.179688 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80566.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -80574.515625 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80574.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -80578.953125 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80578.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -80580.898438 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -80580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -80583.468750 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -80583.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -80588.257812 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -80588.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -80592.437500 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -80592.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -80596.726562 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -80596.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80601.757812 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -80601.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -80610.828125 Penalty: 3270.149902
	Iteration 22Q: 3 clusters Score -80610.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -80618.601562 Penalty: 3270.149902
	Iteration 23Q: 3 clusters Score -80618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -80633.359375 Penalty: 3270.149902
	Iteration 24Q: 3 clusters Score -80633.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -80661.414062 Penalty: 3270.149902
	Iteration 25Q: 3 clusters Score -80661.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -80684.812500 Penalty: 3270.149902
	Iteration 26Q: 3 clusters Score -80684.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -80704.773438 Penalty: 3270.149902
	Iteration 27Q: 3 clusters Score -80704.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80713.507812 Penalty: 3270.149902
	Iteration 28Q: 3 clusters Score -80713.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -80725.109375 Penalty: 3270.149902
	Iteration 29Q: 3 clusters Score -80725.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -80735.632812 Penalty: 3270.149902
	Iteration 30Q: 3 clusters Score -80735.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -80755.953125 Penalty: 3270.149902
	Iteration 31Q: 3 clusters Score -80755.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -80773.484375 Penalty: 3270.149902
	Iteration 32Q: 3 clusters Score -80773.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -80791.078125 Penalty: 3270.149902
	Iteration 33Q: 3 clusters Score -80791.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -80814.914062 Penalty: 3270.149902
	Iteration 34Q: 3 clusters Score -80814.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80824.843750 Penalty: 3270.149902
	Iteration 35Q: 3 clusters Score -80824.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -80844.906250 Penalty: 3270.149902
	Iteration 36Q: 3 clusters Score -80844.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -80865.023438 Penalty: 3270.149902
	Iteration 37Q: 3 clusters Score -80865.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -80888.726562 Penalty: 3270.149902
	Iteration 38Q: 3 clusters Score -80888.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80905.500000 Penalty: 3270.149902
	Iteration 39Q: 3 clusters Score -80905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80922.203125 Penalty: 3270.149902
	Iteration 40F: 3 clusters Score -80922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80934.859375 Penalty: 3270.149902
	Iteration 41Q: 3 clusters Score -80934.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -80934.859375 Penalty: 3270.149902
	Iteration 42F: 3 clusters Score -80934.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194538 members 
Entering Unmasked Estep 
Score: -23854684.000000 Penalty: 3020.239014
	Iteration 0F: 2 clusters Score -2.385468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -23731944.000000 Penalty: 6040.478027
	Iteration 0F: 3 clusters Score -2.373194e+07 nChanged 93502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101844 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -23786552.000000 Penalty: 6040.478027
	Iteration 1F: 3 clusters Score -2.378655e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 90094 members 
Entering Unmasked Estep 
Score: -23787624.000000 Penalty: 6040.478027
	Iteration 2Q: 3 clusters Score -2.378762e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108417 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -23789384.000000 Penalty: 6040.478027
	Iteration 3Q: 3 clusters Score -2.378938e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -23792034.000000 Penalty: 6040.478027
	Iteration 4Q: 3 clusters Score -2.379203e+07 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -23796636.000000 Penalty: 6040.478027
	Iteration 5Q: 3 clusters Score -2.379664e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136303 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -23805070.000000 Penalty: 6040.478027
	Iteration 6F: 3 clusters Score -2.380507e+07 nChanged 16535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152820 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -23818606.000000 Penalty: 6040.478027
	Iteration 7F: 3 clusters Score -2.381861e+07 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -23834142.000000 Penalty: 6040.478027
	Iteration 8F: 3 clusters Score -2.383414e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184515 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -23845068.000000 Penalty: 6040.478027
	Iteration 9F: 3 clusters Score -2.384507e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -23849716.000000 Penalty: 6040.478027
	Iteration 10Q: 3 clusters Score -2.384972e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193660 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23851296.000000 Penalty: 6040.478027
	Iteration 11Q: 3 clusters Score -2.38513e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194177 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23851726.000000 Penalty: 6040.478027
	Iteration 12Q: 3 clusters Score -2.385173e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23851876.000000 Penalty: 6040.478027
	Iteration 13Q: 3 clusters Score -2.385188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -23851948.000000 Penalty: 6040.478027
	Iteration 14Q: 3 clusters Score -2.385195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194329 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23851962.000000 Penalty: 6040.478027
	Iteration 15Q: 3 clusters Score -2.385196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194337 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23851970.000000 Penalty: 6040.478027
	Iteration 16Q: 3 clusters Score -2.385197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194346 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -23851992.000000 Penalty: 6040.478027
	Iteration 17Q: 3 clusters Score -2.385199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194354 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23852016.000000 Penalty: 6040.478027
	Iteration 18Q: 3 clusters Score -2.385202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194354 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23852016.000000 Penalty: 6040.478027
	Iteration 19F: 3 clusters Score -2.385202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Entering Unmasked Estep 
Score: -7798195.000000 Penalty: 2750.710449
	Iteration 0F: 2 clusters Score -7798195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7754355.500000 Penalty: 5501.420898
	Iteration 0F: 3 clusters Score -7754356 nChanged 30551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -7771317.000000 Penalty: 5501.420898
	Iteration 1F: 3 clusters Score -7771317 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -7771813.500000 Penalty: 5501.420898
	Iteration 2Q: 3 clusters Score -7771814 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -7772466.500000 Penalty: 5501.420898
	Iteration 3Q: 3 clusters Score -7772466 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -7773135.000000 Penalty: 5501.420898
	Iteration 4Q: 3 clusters Score -7773135 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -7773936.000000 Penalty: 5501.420898
	Iteration 5Q: 3 clusters Score -7773936 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7774891.000000 Penalty: 5501.420898
	Iteration 6Q: 3 clusters Score -7774891 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7776266.000000 Penalty: 5501.420898
	Iteration 7Q: 3 clusters Score -7776266 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -7778067.500000 Penalty: 5501.420898
	Iteration 8F: 3 clusters Score -7778068 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -7780295.000000 Penalty: 5501.420898
	Iteration 9F: 3 clusters Score -7780295 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -7783105.000000 Penalty: 5501.420898
	Iteration 10F: 3 clusters Score -7783105 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -7786195.500000 Penalty: 5501.420898
	Iteration 11F: 3 clusters Score -7786196 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -7789508.500000 Penalty: 5501.420898
	Iteration 12F: 3 clusters Score -7789508 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -7792433.500000 Penalty: 5501.420898
	Iteration 13Q: 3 clusters Score -7792434 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -7794479.000000 Penalty: 5501.420898
	Iteration 14Q: 3 clusters Score -7794479 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -7795380.000000 Penalty: 5501.420898
	Iteration 15Q: 3 clusters Score -7795380 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -7795699.000000 Penalty: 5501.420898
	Iteration 16Q: 3 clusters Score -7795699 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -7795796.000000 Penalty: 5501.420898
	Iteration 17Q: 3 clusters Score -7795796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -7795868.000000 Penalty: 5501.420898
	Iteration 18Q: 3 clusters Score -7795868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -7795919.000000 Penalty: 5501.420898
	Iteration 19Q: 3 clusters Score -7795919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -7795947.500000 Penalty: 5501.420898
	Iteration 20F: 3 clusters Score -7795948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -7795953.500000 Penalty: 5501.420898
	Iteration 21Q: 3 clusters Score -7795954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -7795967.000000 Penalty: 5501.420898
	Iteration 22Q: 3 clusters Score -7795967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -7795967.500000 Penalty: 5501.420898
	Iteration 23Q: 3 clusters Score -7795968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -7795972.000000 Penalty: 5501.420898
	Iteration 24Q: 3 clusters Score -7795972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -7795970.500000 Penalty: 5501.420898
	Iteration 25Q: 3 clusters Score -7795970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -7795976.000000 Penalty: 5501.420898
	Iteration 26Q: 3 clusters Score -7795976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -7795976.000000 Penalty: 5501.420898
	Iteration 27F: 3 clusters Score -7795976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Entering Unmasked Estep 
Score: -20583406.000000 Penalty: 2981.139648
	Iteration 0F: 2 clusters Score -2.058341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -20474988.000000 Penalty: 5962.279297
	Iteration 0F: 3 clusters Score -2.047499e+07 nChanged 79342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -20520666.000000 Penalty: 5962.279297
	Iteration 1F: 3 clusters Score -2.052067e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -20521516.000000 Penalty: 5962.279297
	Iteration 2Q: 3 clusters Score -2.052152e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 89169 members 
Entering Unmasked Estep 
Score: -20522470.000000 Penalty: 5962.279297
	Iteration 3Q: 3 clusters Score -2.052247e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -20523966.000000 Penalty: 5962.279297
	Iteration 4Q: 3 clusters Score -2.052397e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -20526584.000000 Penalty: 5962.279297
	Iteration 5Q: 3 clusters Score -2.052658e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 106921 members 
Entering Unmasked Estep 
Score: -20531198.000000 Penalty: 5962.279297
	Iteration 6F: 3 clusters Score -2.05312e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 118186 members 
Entering Unmasked Estep 
Score: -20539374.000000 Penalty: 5962.279297
	Iteration 7F: 3 clusters Score -2.053937e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 131610 members 
Entering Unmasked Estep 
Score: -20551122.000000 Penalty: 5962.279297
	Iteration 8F: 3 clusters Score -2.055112e+07 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 144856 members 
Entering Unmasked Estep 
Score: -20564080.000000 Penalty: 5962.279297
	Iteration 9F: 3 clusters Score -2.056408e+07 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 154813 members 
Entering Unmasked Estep 
Score: -20574112.000000 Penalty: 5962.279297
	Iteration 10F: 3 clusters Score -2.057411e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 160711 members 
Entering Unmasked Estep 
Score: -20579088.000000 Penalty: 5962.279297
	Iteration 11Q: 3 clusters Score -2.057909e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -20581224.000000 Penalty: 5962.279297
	Iteration 12Q: 3 clusters Score -2.058122e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 164513 members 
Entering Unmasked Estep 
Score: -20581962.000000 Penalty: 5962.279297
	Iteration 13Q: 3 clusters Score -2.058196e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -20582432.000000 Penalty: 5962.279297
	Iteration 14Q: 3 clusters Score -2.058243e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -20582644.000000 Penalty: 5962.279297
	Iteration 15Q: 3 clusters Score -2.058264e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 165086 members 
Entering Unmasked Estep 
Score: -20582766.000000 Penalty: 5962.279297
	Iteration 16Q: 3 clusters Score -2.058277e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 165092 members 
Entering Unmasked Estep 
Score: -20582810.000000 Penalty: 5962.279297
	Iteration 17Q: 3 clusters Score -2.058281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 165089 members 
Entering Unmasked Estep 
Score: -20582876.000000 Penalty: 5962.279297
	Iteration 18Q: 3 clusters Score -2.058288e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -20582910.000000 Penalty: 5962.279297
	Iteration 19Q: 3 clusters Score -2.058291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -20582926.000000 Penalty: 5962.279297
	Iteration 20F: 3 clusters Score -2.058293e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -20582920.000000 Penalty: 5962.279297
	Iteration 21Q: 3 clusters Score -2.058292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 165070 members 
Entering Unmasked Estep 
Score: -20582944.000000 Penalty: 5962.279297
	Iteration 22Q: 3 clusters Score -2.058294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -20582968.000000 Penalty: 5962.279297
	Iteration 23Q: 3 clusters Score -2.058297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -20582972.000000 Penalty: 5962.279297
	Iteration 24Q: 3 clusters Score -2.058297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -20582952.000000 Penalty: 5962.279297
	Iteration 25Q: 3 clusters Score -2.058295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -20582986.000000 Penalty: 5962.279297
	Iteration 26Q: 3 clusters Score -2.058299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -20582976.000000 Penalty: 5962.279297
	Iteration 27Q: 3 clusters Score -2.058298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -20582986.000000 Penalty: 5962.279297
	Iteration 28Q: 3 clusters Score -2.058299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 165060 members 
Entering Unmasked Estep 
Score: -20582988.000000 Penalty: 5962.279297
	Iteration 29Q: 3 clusters Score -2.058299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -20582986.000000 Penalty: 5962.279297
	Iteration 30Q: 3 clusters Score -2.058299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -20582996.000000 Penalty: 5962.279297
	Iteration 31Q: 3 clusters Score -2.0583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -20583006.000000 Penalty: 5962.279297
	Iteration 32Q: 3 clusters Score -2.058301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -20583012.000000 Penalty: 5962.279297
	Iteration 33Q: 3 clusters Score -2.058301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -20583016.000000 Penalty: 5962.279297
	Iteration 34Q: 3 clusters Score -2.058302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -20583016.000000 Penalty: 5962.279297
	Iteration 35F: 3 clusters Score -2.058302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -331905.187500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -331905.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -328805.250000 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -328805.2 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -329442.500000 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -329442.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -329590.000000 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -329590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -329657.812500 Penalty: 3919.083008
	Iteration 3Q: 3 clusters Score -329657.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -329690.843750 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -329690.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -329714.875000 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -329714.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -329731.062500 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -329731.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -329746.218750 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -329746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -329757.218750 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -329757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -329767.375000 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -329767.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -329781.968750 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -329782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -329794.531250 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -329794.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -329805.343750 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -329805.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -329812.156250 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -329812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -329814.281250 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -329814.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -329817.531250 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -329817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -329818.937500 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -329818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -329822.125000 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -329822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329825.343750 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -329825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -329826.968750 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -329827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -329828.156250 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -329828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -329831.687500 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -329831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -329833.437500 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -329833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -329835.156250 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -329835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -329836.343750 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -329836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -329837.031250 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -329837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -329837.718750 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -329837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -329840.187500 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -329840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -329842.281250 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -329842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -329843.500000 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -329843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -329846.593750 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -329846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -329848.531250 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -329848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -329851.437500 Penalty: 3919.083008
	Iteration 32Q: 3 clusters Score -329851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -329852.718750 Penalty: 3919.083008
	Iteration 33Q: 3 clusters Score -329852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -329853.375000 Penalty: 3919.083008
	Iteration 34Q: 3 clusters Score -329853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -329854.062500 Penalty: 3919.083008
	Iteration 35Q: 3 clusters Score -329854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -329855.812500 Penalty: 3919.083008
	Iteration 36Q: 3 clusters Score -329855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329857.281250 Penalty: 3919.083008
	Iteration 37Q: 3 clusters Score -329857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -329861.000000 Penalty: 3919.083008
	Iteration 38Q: 3 clusters Score -329861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -329865.312500 Penalty: 3919.083008
	Iteration 39Q: 3 clusters Score -329865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -329868.000000 Penalty: 3919.083008
	Iteration 40F: 3 clusters Score -329868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -329870.937500 Penalty: 3919.083008
	Iteration 41Q: 3 clusters Score -329870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329872.906250 Penalty: 3919.083008
	Iteration 42Q: 3 clusters Score -329872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -329873.812500 Penalty: 3919.083008
	Iteration 43Q: 3 clusters Score -329873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -329876.250000 Penalty: 3919.083008
	Iteration 44Q: 3 clusters Score -329876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -329880.125000 Penalty: 3919.083008
	Iteration 45Q: 3 clusters Score -329880.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -329882.593750 Penalty: 3919.083008
	Iteration 46Q: 3 clusters Score -329882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -329885.750000 Penalty: 3919.083008
	Iteration 47Q: 3 clusters Score -329885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -329887.812500 Penalty: 3919.083008
	Iteration 48Q: 3 clusters Score -329887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -329889.437500 Penalty: 3919.083008
	Iteration 49Q: 3 clusters Score -329889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -329893.000000 Penalty: 3919.083008
	Iteration 50Q: 3 clusters Score -329893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -329894.656250 Penalty: 3919.083008
	Iteration 51Q: 3 clusters Score -329894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -329894.687500 Penalty: 3919.083008
	Iteration 52Q: 3 clusters Score -329894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -329894.687500 Penalty: 3919.083008
	Iteration 53F: 3 clusters Score -329894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 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 368 members 
Entering Unmasked Estep 
Score: -78303.531250 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78303.53 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78525.078125 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78525.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78607.195312 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78607.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78649.343750 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78649.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78680.156250 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78680.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78685.312500 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78685.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78691.140625 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78691.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78696.125000 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78696.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78696.953125 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78696.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78696.953125 Penalty: 3260.545166
	Iteration 9F: 3 clusters Score -78696.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Entering Unmasked Estep 
Score: -21323642.000000 Penalty: 2988.890381
	Iteration 0F: 2 clusters Score -2.132364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -21213298.000000 Penalty: 5977.780762
	Iteration 0F: 3 clusters Score -2.12133e+07 nChanged 81871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -21261538.000000 Penalty: 5977.780762
	Iteration 1F: 3 clusters Score -2.126154e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -21262608.000000 Penalty: 5977.780762
	Iteration 2Q: 3 clusters Score -2.126261e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 83334 members 
Entering Unmasked Estep 
Score: -21263870.000000 Penalty: 5977.780762
	Iteration 3Q: 3 clusters Score -2.126387e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -21265686.000000 Penalty: 5977.780762
	Iteration 4Q: 3 clusters Score -2.126569e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -21268742.000000 Penalty: 5977.780762
	Iteration 5Q: 3 clusters Score -2.126874e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -21273536.000000 Penalty: 5977.780762
	Iteration 6F: 3 clusters Score -2.127354e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -21280938.000000 Penalty: 5977.780762
	Iteration 7F: 3 clusters Score -2.128094e+07 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -21290788.000000 Penalty: 5977.780762
	Iteration 8F: 3 clusters Score -2.129079e+07 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -21300792.000000 Penalty: 5977.780762
	Iteration 9F: 3 clusters Score -2.130079e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -21307712.000000 Penalty: 5977.780762
	Iteration 10F: 3 clusters Score -2.130771e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -21310558.000000 Penalty: 5977.780762
	Iteration 11Q: 3 clusters Score -2.131056e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123067 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -21311778.000000 Penalty: 5977.780762
	Iteration 12Q: 3 clusters Score -2.131178e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125347 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -21312574.000000 Penalty: 5977.780762
	Iteration 13Q: 3 clusters Score -2.131257e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -21313286.000000 Penalty: 5977.780762
	Iteration 14Q: 3 clusters Score -2.131329e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129721 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -21313996.000000 Penalty: 5977.780762
	Iteration 15Q: 3 clusters Score -2.1314e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -21314712.000000 Penalty: 5977.780762
	Iteration 16Q: 3 clusters Score -2.131471e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -21315274.000000 Penalty: 5977.780762
	Iteration 17Q: 3 clusters Score -2.131527e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -21315838.000000 Penalty: 5977.780762
	Iteration 18Q: 3 clusters Score -2.131584e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -21316358.000000 Penalty: 5977.780762
	Iteration 19Q: 3 clusters Score -2.131636e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140275 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -21316892.000000 Penalty: 5977.780762
	Iteration 20F: 3 clusters Score -2.131689e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142300 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -21317528.000000 Penalty: 5977.780762
	Iteration 21Q: 3 clusters Score -2.131753e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144251 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -21318062.000000 Penalty: 5977.780762
	Iteration 22Q: 3 clusters Score -2.131806e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146211 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -21318736.000000 Penalty: 5977.780762
	Iteration 23Q: 3 clusters Score -2.131874e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -21319390.000000 Penalty: 5977.780762
	Iteration 24Q: 3 clusters Score -2.131939e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -21320092.000000 Penalty: 5977.780762
	Iteration 25Q: 3 clusters Score -2.132009e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -21320628.000000 Penalty: 5977.780762
	Iteration 26Q: 3 clusters Score -2.132063e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -21321006.000000 Penalty: 5977.780762
	Iteration 27Q: 3 clusters Score -2.132101e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156126 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -21321396.000000 Penalty: 5977.780762
	Iteration 28Q: 3 clusters Score -2.13214e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -21321586.000000 Penalty: 5977.780762
	Iteration 29Q: 3 clusters Score -2.132159e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159352 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -21321770.000000 Penalty: 5977.780762
	Iteration 30Q: 3 clusters Score -2.132177e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -21321892.000000 Penalty: 5977.780762
	Iteration 31Q: 3 clusters Score -2.132189e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161856 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -21322088.000000 Penalty: 5977.780762
	Iteration 32Q: 3 clusters Score -2.132209e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162863 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -21322408.000000 Penalty: 5977.780762
	Iteration 33Q: 3 clusters Score -2.132241e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -21322392.000000 Penalty: 5977.780762
	Iteration 34Q: 3 clusters Score -2.132239e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -21322442.000000 Penalty: 5977.780762
	Iteration 35Q: 3 clusters Score -2.132244e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -21322398.000000 Penalty: 5977.780762
	Iteration 36Q: 3 clusters Score -2.13224e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -21322426.000000 Penalty: 5977.780762
	Iteration 37Q: 3 clusters Score -2.132243e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166163 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -21322524.000000 Penalty: 5977.780762
	Iteration 38Q: 3 clusters Score -2.132252e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166550 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -21322428.000000 Penalty: 5977.780762
	Iteration 39Q: 3 clusters Score -2.132243e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -21322478.000000 Penalty: 5977.780762
	Iteration 40F: 3 clusters Score -2.132248e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167138 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -21322488.000000 Penalty: 5977.780762
	Iteration 41Q: 3 clusters Score -2.132249e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -21322456.000000 Penalty: 5977.780762
	Iteration 42Q: 3 clusters Score -2.132246e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -21322406.000000 Penalty: 5977.780762
	Iteration 43Q: 3 clusters Score -2.132241e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -21322384.000000 Penalty: 5977.780762
	Iteration 44Q: 3 clusters Score -2.132238e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167849 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -21322366.000000 Penalty: 5977.780762
	Iteration 45Q: 3 clusters Score -2.132237e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21322356.000000 Penalty: 5977.780762
	Iteration 46Q: 3 clusters Score -2.132236e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -21322356.000000 Penalty: 5977.780762
	Iteration 47Q: 3 clusters Score -2.132236e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21322364.000000 Penalty: 5977.780762
	Iteration 48Q: 3 clusters Score -2.132236e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168180 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -21322364.000000 Penalty: 5977.780762
	Iteration 49Q: 3 clusters Score -2.132236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168246 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21322338.000000 Penalty: 5977.780762
	Iteration 50Q: 3 clusters Score -2.132234e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168304 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -21322320.000000 Penalty: 5977.780762
	Iteration 51Q: 3 clusters Score -2.132232e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -21322326.000000 Penalty: 5977.780762
	Iteration 52Q: 3 clusters Score -2.132233e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -21322322.000000 Penalty: 5977.780762
	Iteration 53Q: 3 clusters Score -2.132232e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -21322316.000000 Penalty: 5977.780762
	Iteration 54Q: 3 clusters Score -2.132232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -21322310.000000 Penalty: 5977.780762
	Iteration 55Q: 3 clusters Score -2.132231e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -21322292.000000 Penalty: 5977.780762
	Iteration 56Q: 3 clusters Score -2.132229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168588 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -21322298.000000 Penalty: 5977.780762
	Iteration 57Q: 3 clusters Score -2.13223e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21322298.000000 Penalty: 5977.780762
	Iteration 58Q: 3 clusters Score -2.13223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21322324.000000 Penalty: 5977.780762
	Iteration 59Q: 3 clusters Score -2.132232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -21322302.000000 Penalty: 5977.780762
	Iteration 60F: 3 clusters Score -2.13223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21322332.000000 Penalty: 5977.780762
	Iteration 61Q: 3 clusters Score -2.132233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -21322330.000000 Penalty: 5977.780762
	Iteration 62Q: 3 clusters Score -2.132233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168689 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -21322308.000000 Penalty: 5977.780762
	Iteration 63Q: 3 clusters Score -2.132231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168702 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -21322330.000000 Penalty: 5977.780762
	Iteration 64Q: 3 clusters Score -2.132233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -21322328.000000 Penalty: 5977.780762
	Iteration 65Q: 3 clusters Score -2.132233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168719 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21322312.000000 Penalty: 5977.780762
	Iteration 66Q: 3 clusters Score -2.132231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21322328.000000 Penalty: 5977.780762
	Iteration 67Q: 3 clusters Score -2.132233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168738 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -21322338.000000 Penalty: 5977.780762
	Iteration 68Q: 3 clusters Score -2.132234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168748 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -21322326.000000 Penalty: 5977.780762
	Iteration 69Q: 3 clusters Score -2.132233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168753 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21322320.000000 Penalty: 5977.780762
	Iteration 70Q: 3 clusters Score -2.132232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168756 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21322324.000000 Penalty: 5977.780762
	Iteration 71Q: 3 clusters Score -2.132232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -21322330.000000 Penalty: 5977.780762
	Iteration 72Q: 3 clusters Score -2.132233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168759 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21322326.000000 Penalty: 5977.780762
	Iteration 73Q: 3 clusters Score -2.132233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21322318.000000 Penalty: 5977.780762
	Iteration 74Q: 3 clusters Score -2.132232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21322322.000000 Penalty: 5977.780762
	Iteration 75Q: 3 clusters Score -2.132232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21322326.000000 Penalty: 5977.780762
	Iteration 76Q: 3 clusters Score -2.132233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21322328.000000 Penalty: 5977.780762
	Iteration 77Q: 3 clusters Score -2.132233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21322318.000000 Penalty: 5977.780762
	Iteration 78Q: 3 clusters Score -2.132232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21322312.000000 Penalty: 5977.780762
	Iteration 79Q: 3 clusters Score -2.132231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21322324.000000 Penalty: 5977.780762
	Iteration 80F: 3 clusters Score -2.132232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168763 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -21322312.000000 Penalty: 5977.780762
	Iteration 81Q: 3 clusters Score -2.132231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21322308.000000 Penalty: 5977.780762
	Iteration 82Q: 3 clusters Score -2.132231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21322312.000000 Penalty: 5977.780762
	Iteration 83Q: 3 clusters Score -2.132231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -21322308.000000 Penalty: 5977.780762
	Iteration 84Q: 3 clusters Score -2.132231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -21322308.000000 Penalty: 5977.780762
	Iteration 85F: 3 clusters Score -2.132231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Entering Unmasked Estep 
Score: -1702136.625000 Penalty: 2368.370117
	Iteration 0F: 2 clusters Score -1702137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1691893.500000 Penalty: 4736.740234
	Iteration 0F: 3 clusters Score -1691894 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1695135.375000 Penalty: 4736.740234
	Iteration 1F: 3 clusters Score -1695135 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1695605.875000 Penalty: 4736.740234
	Iteration 2F: 3 clusters Score -1695606 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1696206.625000 Penalty: 4736.740234
	Iteration 3F: 3 clusters Score -1696207 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1696947.125000 Penalty: 4736.740234
	Iteration 4F: 3 clusters Score -1696947 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1697771.875000 Penalty: 4736.740234
	Iteration 5F: 3 clusters Score -1697772 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1698612.375000 Penalty: 4736.740234
	Iteration 6F: 3 clusters Score -1698612 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1699412.625000 Penalty: 4736.740234
	Iteration 7F: 3 clusters Score -1699413 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1699998.500000 Penalty: 4736.740234
	Iteration 8F: 3 clusters Score -1699998 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1700359.875000 Penalty: 4736.740234
	Iteration 9Q: 3 clusters Score -1700360 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1700582.125000 Penalty: 4736.740234
	Iteration 10Q: 3 clusters Score -1700582 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1700699.125000 Penalty: 4736.740234
	Iteration 11Q: 3 clusters Score -1700699 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1700778.875000 Penalty: 4736.740234
	Iteration 12Q: 3 clusters Score -1700779 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1700822.750000 Penalty: 4736.740234
	Iteration 13Q: 3 clusters Score -1700823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1700858.375000 Penalty: 4736.740234
	Iteration 14Q: 3 clusters Score -1700858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1700875.125000 Penalty: 4736.740234
	Iteration 15Q: 3 clusters Score -1700875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1700892.875000 Penalty: 4736.740234
	Iteration 16Q: 3 clusters Score -1700893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1700897.625000 Penalty: 4736.740234
	Iteration 17Q: 3 clusters Score -1700898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1700908.000000 Penalty: 4736.740234
	Iteration 18Q: 3 clusters Score -1700908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1700922.500000 Penalty: 4736.740234
	Iteration 19Q: 3 clusters Score -1700922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1700927.875000 Penalty: 4736.740234
	Iteration 20F: 3 clusters Score -1700928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1700936.500000 Penalty: 4736.740234
	Iteration 21Q: 3 clusters Score -1700936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1700947.000000 Penalty: 4736.740234
	Iteration 22Q: 3 clusters Score -1700947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1700948.875000 Penalty: 4736.740234
	Iteration 23Q: 3 clusters Score -1700949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1700952.250000 Penalty: 4736.740234
	Iteration 24Q: 3 clusters Score -1700952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1700954.750000 Penalty: 4736.740234
	Iteration 25Q: 3 clusters Score -1700955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1700958.750000 Penalty: 4736.740234
	Iteration 26Q: 3 clusters Score -1700959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1700956.625000 Penalty: 4736.740234
	Iteration 27Q: 3 clusters Score -1700957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1700954.375000 Penalty: 4736.740234
	Iteration 28Q: 3 clusters Score -1700954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1700954.625000 Penalty: 4736.740234
	Iteration 29Q: 3 clusters Score -1700955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1700955.750000 Penalty: 4736.740234
	Iteration 30Q: 3 clusters Score -1700956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1700955.500000 Penalty: 4736.740234
	Iteration 31Q: 3 clusters Score -1700956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1700958.625000 Penalty: 4736.740234
	Iteration 32Q: 3 clusters Score -1700959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1700957.625000 Penalty: 4736.740234
	Iteration 33Q: 3 clusters Score -1700958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1700963.750000 Penalty: 4736.740234
	Iteration 34Q: 3 clusters Score -1700964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1700963.500000 Penalty: 4736.740234
	Iteration 35Q: 3 clusters Score -1700964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1700962.250000 Penalty: 4736.740234
	Iteration 36Q: 3 clusters Score -1700962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1700964.750000 Penalty: 4736.740234
	Iteration 37Q: 3 clusters Score -1700965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1700963.750000 Penalty: 4736.740234
	Iteration 38Q: 3 clusters Score -1700964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1700964.375000 Penalty: 4736.740234
	Iteration 39Q: 3 clusters Score -1700964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1700965.000000 Penalty: 4736.740234
	Iteration 40F: 3 clusters Score -1700965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1700964.000000 Penalty: 4736.740234
	Iteration 41Q: 3 clusters Score -1700964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1700961.375000 Penalty: 4736.740234
	Iteration 42Q: 3 clusters Score -1700961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1700963.750000 Penalty: 4736.740234
	Iteration 43Q: 3 clusters Score -1700964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1700964.875000 Penalty: 4736.740234
	Iteration 44Q: 3 clusters Score -1700965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1700964.875000 Penalty: 4736.740234
	Iteration 45F: 3 clusters Score -1700965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -562866.062500 Penalty: 2105.322998
	Iteration 0F: 2 clusters Score -562866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -558403.500000 Penalty: 4210.645996
	Iteration 0F: 3 clusters Score -558403.5 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -559492.687500 Penalty: 4210.645996
	Iteration 1F: 3 clusters Score -559492.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -559769.937500 Penalty: 4210.645996
	Iteration 2F: 3 clusters Score -559769.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -560004.687500 Penalty: 4210.645996
	Iteration 3F: 3 clusters Score -560004.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -560203.250000 Penalty: 4210.645996
	Iteration 4F: 3 clusters Score -560203.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -560383.625000 Penalty: 4210.645996
	Iteration 5F: 3 clusters Score -560383.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -560528.812500 Penalty: 4210.645996
	Iteration 6Q: 3 clusters Score -560528.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -560645.750000 Penalty: 4210.645996
	Iteration 7Q: 3 clusters Score -560645.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -560745.687500 Penalty: 4210.645996
	Iteration 8Q: 3 clusters Score -560745.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -560845.250000 Penalty: 4210.645996
	Iteration 9Q: 3 clusters Score -560845.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -560923.875000 Penalty: 4210.645996
	Iteration 10Q: 3 clusters Score -560923.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -560993.375000 Penalty: 4210.645996
	Iteration 11Q: 3 clusters Score -560993.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -561050.437500 Penalty: 4210.645996
	Iteration 12Q: 3 clusters Score -561050.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -561091.375000 Penalty: 4210.645996
	Iteration 13Q: 3 clusters Score -561091.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -561124.562500 Penalty: 4210.645996
	Iteration 14Q: 3 clusters Score -561124.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -561158.812500 Penalty: 4210.645996
	Iteration 15Q: 3 clusters Score -561158.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -561199.187500 Penalty: 4210.645996
	Iteration 16Q: 3 clusters Score -561199.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -561239.062500 Penalty: 4210.645996
	Iteration 17Q: 3 clusters Score -561239.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -561277.875000 Penalty: 4210.645996
	Iteration 18Q: 3 clusters Score -561277.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -561310.812500 Penalty: 4210.645996
	Iteration 19Q: 3 clusters Score -561310.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -561327.312500 Penalty: 4210.645996
	Iteration 20F: 3 clusters Score -561327.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -561345.750000 Penalty: 4210.645996
	Iteration 21Q: 3 clusters Score -561345.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -561366.875000 Penalty: 4210.645996
	Iteration 22Q: 3 clusters Score -561366.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -561388.062500 Penalty: 4210.645996
	Iteration 23Q: 3 clusters Score -561388.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -561405.062500 Penalty: 4210.645996
	Iteration 24Q: 3 clusters Score -561405.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -561417.062500 Penalty: 4210.645996
	Iteration 25Q: 3 clusters Score -561417.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -561429.312500 Penalty: 4210.645996
	Iteration 26Q: 3 clusters Score -561429.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -561438.187500 Penalty: 4210.645996
	Iteration 27Q: 3 clusters Score -561438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -561446.625000 Penalty: 4210.645996
	Iteration 28Q: 3 clusters Score -561446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -561453.125000 Penalty: 4210.645996
	Iteration 29Q: 3 clusters Score -561453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -561458.875000 Penalty: 4210.645996
	Iteration 30Q: 3 clusters Score -561458.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -561467.312500 Penalty: 4210.645996
	Iteration 31Q: 3 clusters Score -561467.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -561472.562500 Penalty: 4210.645996
	Iteration 32Q: 3 clusters Score -561472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -561477.000000 Penalty: 4210.645996
	Iteration 33Q: 3 clusters Score -561477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -561477.750000 Penalty: 4210.645996
	Iteration 34Q: 3 clusters Score -561477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -561479.500000 Penalty: 4210.645996
	Iteration 35Q: 3 clusters Score -561479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -561482.625000 Penalty: 4210.645996
	Iteration 36Q: 3 clusters Score -561482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -561485.062500 Penalty: 4210.645996
	Iteration 37Q: 3 clusters Score -561485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -561489.000000 Penalty: 4210.645996
	Iteration 38Q: 3 clusters Score -561489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -561491.125000 Penalty: 4210.645996
	Iteration 39Q: 3 clusters Score -561491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -561491.875000 Penalty: 4210.645996
	Iteration 40F: 3 clusters Score -561491.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -561493.000000 Penalty: 4210.645996
	Iteration 41Q: 3 clusters Score -561493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -561493.812500 Penalty: 4210.645996
	Iteration 42Q: 3 clusters Score -561493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -561494.750000 Penalty: 4210.645996
	Iteration 43Q: 3 clusters Score -561494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -561496.375000 Penalty: 4210.645996
	Iteration 44Q: 3 clusters Score -561496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -561497.187500 Penalty: 4210.645996
	Iteration 45Q: 3 clusters Score -561497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -561497.187500 Penalty: 4210.645996
	Iteration 46F: 3 clusters Score -561497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Entering Unmasked Estep 
Score: -11029590.000000 Penalty: 2826.828369
	Iteration 0F: 2 clusters Score -1.102959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -10969914.000000 Penalty: 5653.656738
	Iteration 0F: 3 clusters Score -1.096991e+07 nChanged 42152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -10993717.000000 Penalty: 5653.656738
	Iteration 1F: 3 clusters Score -1.099372e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -10994312.000000 Penalty: 5653.656738
	Iteration 2Q: 3 clusters Score -1.099431e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -10995261.000000 Penalty: 5653.656738
	Iteration 3Q: 3 clusters Score -1.099526e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -10996608.000000 Penalty: 5653.656738
	Iteration 4Q: 3 clusters Score -1.099661e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 57504 members 
Entering Unmasked Estep 
Score: -10998814.000000 Penalty: 5653.656738
	Iteration 5Q: 3 clusters Score -1.099881e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -11002927.000000 Penalty: 5653.656738
	Iteration 6F: 3 clusters Score -1.100293e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -11009567.000000 Penalty: 5653.656738
	Iteration 7F: 3 clusters Score -1.100957e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -11017187.000000 Penalty: 5653.656738
	Iteration 8F: 3 clusters Score -1.101719e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -11022905.000000 Penalty: 5653.656738
	Iteration 9F: 3 clusters Score -1.10229e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -11025554.000000 Penalty: 5653.656738
	Iteration 10Q: 3 clusters Score -1.102555e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -11026520.000000 Penalty: 5653.656738
	Iteration 11Q: 3 clusters Score -1.102652e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -11026808.000000 Penalty: 5653.656738
	Iteration 12Q: 3 clusters Score -1.102681e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -11026903.000000 Penalty: 5653.656738
	Iteration 13Q: 3 clusters Score -1.10269e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11026973.000000 Penalty: 5653.656738
	Iteration 14Q: 3 clusters Score -1.102697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -11026996.000000 Penalty: 5653.656738
	Iteration 15Q: 3 clusters Score -1.1027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -11027025.000000 Penalty: 5653.656738
	Iteration 16Q: 3 clusters Score -1.102702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -11027042.000000 Penalty: 5653.656738
	Iteration 17Q: 3 clusters Score -1.102704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -11027058.000000 Penalty: 5653.656738
	Iteration 18Q: 3 clusters Score -1.102706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -11027067.000000 Penalty: 5653.656738
	Iteration 19Q: 3 clusters Score -1.102707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -11027081.000000 Penalty: 5653.656738
	Iteration 20F: 3 clusters Score -1.102708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11027092.000000 Penalty: 5653.656738
	Iteration 21Q: 3 clusters Score -1.102709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11027080.000000 Penalty: 5653.656738
	Iteration 22Q: 3 clusters Score -1.102708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11027085.000000 Penalty: 5653.656738
	Iteration 23Q: 3 clusters Score -1.102708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11027085.000000 Penalty: 5653.656738
	Iteration 24F: 3 clusters Score -1.102708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Entering Unmasked Estep 
Score: -3333425.750000 Penalty: 2545.062744
	Iteration 0F: 2 clusters Score -3333426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3313743.750000 Penalty: 5090.125488
	Iteration 0F: 3 clusters Score -3313744 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3320891.000000 Penalty: 5090.125488
	Iteration 1F: 3 clusters Score -3320891 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3321636.500000 Penalty: 5090.125488
	Iteration 2F: 3 clusters Score -3321636 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3322488.750000 Penalty: 5090.125488
	Iteration 3F: 3 clusters Score -3322489 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3323452.000000 Penalty: 5090.125488
	Iteration 4F: 3 clusters Score -3323452 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3324565.000000 Penalty: 5090.125488
	Iteration 5F: 3 clusters Score -3324565 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -3325921.000000 Penalty: 5090.125488
	Iteration 6F: 3 clusters Score -3325921 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3327409.750000 Penalty: 5090.125488
	Iteration 7F: 3 clusters Score -3327410 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3328881.500000 Penalty: 5090.125488
	Iteration 8F: 3 clusters Score -3328882 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3330142.500000 Penalty: 5090.125488
	Iteration 9F: 3 clusters Score -3330142 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3331129.750000 Penalty: 5090.125488
	Iteration 10Q: 3 clusters Score -3331130 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3331836.500000 Penalty: 5090.125488
	Iteration 11Q: 3 clusters Score -3331836 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3332267.750000 Penalty: 5090.125488
	Iteration 12Q: 3 clusters Score -3332268 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3332567.000000 Penalty: 5090.125488
	Iteration 13Q: 3 clusters Score -3332567 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3332740.000000 Penalty: 5090.125488
	Iteration 14Q: 3 clusters Score -3332740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3332877.500000 Penalty: 5090.125488
	Iteration 15Q: 3 clusters Score -3332878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3332950.750000 Penalty: 5090.125488
	Iteration 16Q: 3 clusters Score -3332951 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3332991.250000 Penalty: 5090.125488
	Iteration 17Q: 3 clusters Score -3332991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3333015.000000 Penalty: 5090.125488
	Iteration 18Q: 3 clusters Score -3333015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3333031.000000 Penalty: 5090.125488
	Iteration 19Q: 3 clusters Score -3333031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3333042.250000 Penalty: 5090.125488
	Iteration 20F: 3 clusters Score -3333042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3333059.250000 Penalty: 5090.125488
	Iteration 21Q: 3 clusters Score -3333059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3333052.250000 Penalty: 5090.125488
	Iteration 22Q: 3 clusters Score -3333052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3333055.500000 Penalty: 5090.125488
	Iteration 23Q: 3 clusters Score -3333056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3333055.500000 Penalty: 5090.125488
	Iteration 24F: 3 clusters Score -3333056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -2048120.625000 Penalty: 2411.002930
	Iteration 0F: 2 clusters Score -2048121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2036177.750000 Penalty: 4822.005859
	Iteration 0F: 3 clusters Score -2036178 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2039843.750000 Penalty: 4822.005859
	Iteration 1F: 3 clusters Score -2039844 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2040151.375000 Penalty: 4822.005859
	Iteration 2F: 3 clusters Score -2040151 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2040405.875000 Penalty: 4822.005859
	Iteration 3Q: 3 clusters Score -2040406 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2040596.625000 Penalty: 4822.005859
	Iteration 4Q: 3 clusters Score -2040597 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2040761.125000 Penalty: 4822.005859
	Iteration 5Q: 3 clusters Score -2040761 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2040873.000000 Penalty: 4822.005859
	Iteration 6Q: 3 clusters Score -2040873 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2041010.500000 Penalty: 4822.005859
	Iteration 7Q: 3 clusters Score -2041010 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2041153.875000 Penalty: 4822.005859
	Iteration 8Q: 3 clusters Score -2041154 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2041341.125000 Penalty: 4822.005859
	Iteration 9Q: 3 clusters Score -2041341 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2041575.500000 Penalty: 4822.005859
	Iteration 10Q: 3 clusters Score -2041576 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2041931.625000 Penalty: 4822.005859
	Iteration 11Q: 3 clusters Score -2041932 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2042473.500000 Penalty: 4822.005859
	Iteration 12Q: 3 clusters Score -2042474 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2043179.375000 Penalty: 4822.005859
	Iteration 13F: 3 clusters Score -2043179 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2043983.500000 Penalty: 4822.005859
	Iteration 14F: 3 clusters Score -2043984 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2044714.750000 Penalty: 4822.005859
	Iteration 15F: 3 clusters Score -2044715 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2045221.375000 Penalty: 4822.005859
	Iteration 16Q: 3 clusters Score -2045221 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2045530.875000 Penalty: 4822.005859
	Iteration 17Q: 3 clusters Score -2045531 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2045706.500000 Penalty: 4822.005859
	Iteration 18Q: 3 clusters Score -2045706 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2045794.250000 Penalty: 4822.005859
	Iteration 19Q: 3 clusters Score -2045794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2045854.625000 Penalty: 4822.005859
	Iteration 20F: 3 clusters Score -2045855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2045894.750000 Penalty: 4822.005859
	Iteration 21Q: 3 clusters Score -2045895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2045927.375000 Penalty: 4822.005859
	Iteration 22Q: 3 clusters Score -2045927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2045944.125000 Penalty: 4822.005859
	Iteration 23Q: 3 clusters Score -2045944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2045958.000000 Penalty: 4822.005859
	Iteration 24Q: 3 clusters Score -2045958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2045969.125000 Penalty: 4822.005859
	Iteration 25Q: 3 clusters Score -2045969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2045971.500000 Penalty: 4822.005859
	Iteration 26Q: 3 clusters Score -2045972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2045970.750000 Penalty: 4822.005859
	Iteration 27Q: 3 clusters Score -2045971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2045986.125000 Penalty: 4822.005859
	Iteration 28Q: 3 clusters Score -2045986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2045994.875000 Penalty: 4822.005859
	Iteration 29Q: 3 clusters Score -2045995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2046003.250000 Penalty: 4822.005859
	Iteration 30Q: 3 clusters Score -2046003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2046003.500000 Penalty: 4822.005859
	Iteration 31Q: 3 clusters Score -2046004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2046002.875000 Penalty: 4822.005859
	Iteration 32Q: 3 clusters Score -2046003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2046002.875000 Penalty: 4822.005859
	Iteration 33F: 3 clusters Score -2046003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162163 members 
Entering Unmasked Estep 
Score: -19869794.000000 Penalty: 2975.096436
	Iteration 0F: 2 clusters Score -1.986979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -19762972.000000 Penalty: 5950.192871
	Iteration 0F: 3 clusters Score -1.976297e+07 nChanged 77786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -19807798.000000 Penalty: 5950.192871
	Iteration 1F: 3 clusters Score -1.98078e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -19808686.000000 Penalty: 5950.192871
	Iteration 2Q: 3 clusters Score -1.980869e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -19809718.000000 Penalty: 5950.192871
	Iteration 3Q: 3 clusters Score -1.980972e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -19810984.000000 Penalty: 5950.192871
	Iteration 4Q: 3 clusters Score -1.981098e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -19813186.000000 Penalty: 5950.192871
	Iteration 5Q: 3 clusters Score -1.981319e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 74352 members 
Entering Unmasked Estep 
Score: -19816512.000000 Penalty: 5950.192871
	Iteration 6Q: 3 clusters Score -1.981651e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -19821320.000000 Penalty: 5950.192871
	Iteration 7Q: 3 clusters Score -1.982132e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -19827132.000000 Penalty: 5950.192871
	Iteration 8F: 3 clusters Score -1.982713e+07 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 68617 members 
Entering Unmasked Estep 
Score: -19833400.000000 Penalty: 5950.192871
	Iteration 9F: 3 clusters Score -1.98334e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -19839394.000000 Penalty: 5950.192871
	Iteration 10F: 3 clusters Score -1.983939e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -19844132.000000 Penalty: 5950.192871
	Iteration 11F: 3 clusters Score -1.984413e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -19846838.000000 Penalty: 5950.192871
	Iteration 12Q: 3 clusters Score -1.984684e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -19848192.000000 Penalty: 5950.192871
	Iteration 13Q: 3 clusters Score -1.984819e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92101 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -19848920.000000 Penalty: 5950.192871
	Iteration 14Q: 3 clusters Score -1.984892e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91313 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -19849148.000000 Penalty: 5950.192871
	Iteration 15Q: 3 clusters Score -1.984915e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -19849548.000000 Penalty: 5950.192871
	Iteration 16Q: 3 clusters Score -1.984955e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -19849822.000000 Penalty: 5950.192871
	Iteration 17Q: 3 clusters Score -1.984982e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -19850008.000000 Penalty: 5950.192871
	Iteration 18Q: 3 clusters Score -1.985001e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -19850242.000000 Penalty: 5950.192871
	Iteration 19Q: 3 clusters Score -1.985024e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -19850618.000000 Penalty: 5950.192871
	Iteration 20F: 3 clusters Score -1.985062e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -19850990.000000 Penalty: 5950.192871
	Iteration 21Q: 3 clusters Score -1.985099e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -19851290.000000 Penalty: 5950.192871
	Iteration 22Q: 3 clusters Score -1.985129e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -19851678.000000 Penalty: 5950.192871
	Iteration 23Q: 3 clusters Score -1.985168e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81057 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -19851996.000000 Penalty: 5950.192871
	Iteration 24Q: 3 clusters Score -1.9852e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -19852444.000000 Penalty: 5950.192871
	Iteration 25Q: 3 clusters Score -1.985244e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -19852674.000000 Penalty: 5950.192871
	Iteration 26Q: 3 clusters Score -1.985267e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -19853254.000000 Penalty: 5950.192871
	Iteration 27Q: 3 clusters Score -1.985325e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -19853638.000000 Penalty: 5950.192871
	Iteration 28Q: 3 clusters Score -1.985364e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -19854030.000000 Penalty: 5950.192871
	Iteration 29Q: 3 clusters Score -1.985403e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -19854368.000000 Penalty: 5950.192871
	Iteration 30Q: 3 clusters Score -1.985437e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -19854798.000000 Penalty: 5950.192871
	Iteration 31Q: 3 clusters Score -1.98548e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 92463 members 
Entering Unmasked Estep 
Score: -19854972.000000 Penalty: 5950.192871
	Iteration 32Q: 3 clusters Score -1.985497e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -19855206.000000 Penalty: 5950.192871
	Iteration 33Q: 3 clusters Score -1.985521e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 95260 members 
Entering Unmasked Estep 
Score: -19855406.000000 Penalty: 5950.192871
	Iteration 34Q: 3 clusters Score -1.985541e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 96568 members 
Entering Unmasked Estep 
Score: -19855652.000000 Penalty: 5950.192871
	Iteration 35Q: 3 clusters Score -1.985565e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -19855898.000000 Penalty: 5950.192871
	Iteration 36Q: 3 clusters Score -1.98559e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -19856050.000000 Penalty: 5950.192871
	Iteration 37Q: 3 clusters Score -1.985605e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -19856372.000000 Penalty: 5950.192871
	Iteration 38Q: 3 clusters Score -1.985637e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -19856612.000000 Penalty: 5950.192871
	Iteration 39Q: 3 clusters Score -1.985661e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 102352 members 
Entering Unmasked Estep 
Score: -19856804.000000 Penalty: 5950.192871
	Iteration 40F: 3 clusters Score -1.98568e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -19857056.000000 Penalty: 5950.192871
	Iteration 41Q: 3 clusters Score -1.985706e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -19857344.000000 Penalty: 5950.192871
	Iteration 42Q: 3 clusters Score -1.985734e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 105842 members 
Entering Unmasked Estep 
Score: -19857716.000000 Penalty: 5950.192871
	Iteration 43Q: 3 clusters Score -1.985772e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -19858004.000000 Penalty: 5950.192871
	Iteration 44Q: 3 clusters Score -1.9858e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -19858302.000000 Penalty: 5950.192871
	Iteration 45Q: 3 clusters Score -1.98583e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 109622 members 
Entering Unmasked Estep 
Score: -19858664.000000 Penalty: 5950.192871
	Iteration 46Q: 3 clusters Score -1.985866e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -19859008.000000 Penalty: 5950.192871
	Iteration 47Q: 3 clusters Score -1.985901e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -19859380.000000 Penalty: 5950.192871
	Iteration 48Q: 3 clusters Score -1.985938e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -19859666.000000 Penalty: 5950.192871
	Iteration 49Q: 3 clusters Score -1.985967e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -19860066.000000 Penalty: 5950.192871
	Iteration 50Q: 3 clusters Score -1.986007e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -19860478.000000 Penalty: 5950.192871
	Iteration 51Q: 3 clusters Score -1.986048e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -19860828.000000 Penalty: 5950.192871
	Iteration 52Q: 3 clusters Score -1.986083e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 118956 members 
Entering Unmasked Estep 
Score: -19861206.000000 Penalty: 5950.192871
	Iteration 53Q: 3 clusters Score -1.986121e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 120256 members 
Entering Unmasked Estep 
Score: -19861552.000000 Penalty: 5950.192871
	Iteration 54Q: 3 clusters Score -1.986155e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 121501 members 
Entering Unmasked Estep 
Score: -19861866.000000 Penalty: 5950.192871
	Iteration 55Q: 3 clusters Score -1.986187e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 122761 members 
Entering Unmasked Estep 
Score: -19862226.000000 Penalty: 5950.192871
	Iteration 56Q: 3 clusters Score -1.986223e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 124013 members 
Entering Unmasked Estep 
Score: -19862596.000000 Penalty: 5950.192871
	Iteration 57Q: 3 clusters Score -1.98626e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 125227 members 
Entering Unmasked Estep 
Score: -19862916.000000 Penalty: 5950.192871
	Iteration 58Q: 3 clusters Score -1.986292e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 126338 members 
Entering Unmasked Estep 
Score: -19863326.000000 Penalty: 5950.192871
	Iteration 59Q: 3 clusters Score -1.986333e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 127427 members 
Entering Unmasked Estep 
Score: -19863642.000000 Penalty: 5950.192871
	Iteration 60F: 3 clusters Score -1.986364e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 128462 members 
Entering Unmasked Estep 
Score: -19864026.000000 Penalty: 5950.192871
	Iteration 61Q: 3 clusters Score -1.986403e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 129501 members 
Entering Unmasked Estep 
Score: -19864384.000000 Penalty: 5950.192871
	Iteration 62Q: 3 clusters Score -1.986438e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 130482 members 
Entering Unmasked Estep 
Score: -19864704.000000 Penalty: 5950.192871
	Iteration 63Q: 3 clusters Score -1.98647e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 131506 members 
Entering Unmasked Estep 
Score: -19864960.000000 Penalty: 5950.192871
	Iteration 64Q: 3 clusters Score -1.986496e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 132512 members 
Entering Unmasked Estep 
Score: -19865246.000000 Penalty: 5950.192871
	Iteration 65Q: 3 clusters Score -1.986525e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 133465 members 
Entering Unmasked Estep 
Score: -19865620.000000 Penalty: 5950.192871
	Iteration 66Q: 3 clusters Score -1.986562e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 134354 members 
Entering Unmasked Estep 
Score: -19865798.000000 Penalty: 5950.192871
	Iteration 67Q: 3 clusters Score -1.98658e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 135179 members 
Entering Unmasked Estep 
Score: -19866078.000000 Penalty: 5950.192871
	Iteration 68Q: 3 clusters Score -1.986608e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 136030 members 
Entering Unmasked Estep 
Score: -19866346.000000 Penalty: 5950.192871
	Iteration 69Q: 3 clusters Score -1.986635e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 136882 members 
Entering Unmasked Estep 
Score: -19866630.000000 Penalty: 5950.192871
	Iteration 70Q: 3 clusters Score -1.986663e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 137707 members 
Entering Unmasked Estep 
Score: -19866870.000000 Penalty: 5950.192871
	Iteration 71Q: 3 clusters Score -1.986687e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 138485 members 
Entering Unmasked Estep 
Score: -19867098.000000 Penalty: 5950.192871
	Iteration 72Q: 3 clusters Score -1.98671e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -19867392.000000 Penalty: 5950.192871
	Iteration 73Q: 3 clusters Score -1.986739e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 140072 members 
Entering Unmasked Estep 
Score: -19867600.000000 Penalty: 5950.192871
	Iteration 74Q: 3 clusters Score -1.98676e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -19867724.000000 Penalty: 5950.192871
	Iteration 75Q: 3 clusters Score -1.986772e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 141467 members 
Entering Unmasked Estep 
Score: -19867858.000000 Penalty: 5950.192871
	Iteration 76Q: 3 clusters Score -1.986786e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -19868100.000000 Penalty: 5950.192871
	Iteration 77Q: 3 clusters Score -1.98681e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 142703 members 
Entering Unmasked Estep 
Score: -19868200.000000 Penalty: 5950.192871
	Iteration 78Q: 3 clusters Score -1.98682e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -19868310.000000 Penalty: 5950.192871
	Iteration 79Q: 3 clusters Score -1.986831e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -19868542.000000 Penalty: 5950.192871
	Iteration 80F: 3 clusters Score -1.986854e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 144317 members 
Entering Unmasked Estep 
Score: -19868738.000000 Penalty: 5950.192871
	Iteration 81Q: 3 clusters Score -1.986874e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 144860 members 
Entering Unmasked Estep 
Score: -19868986.000000 Penalty: 5950.192871
	Iteration 82Q: 3 clusters Score -1.986899e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 145403 members 
Entering Unmasked Estep 
Score: -19869144.000000 Penalty: 5950.192871
	Iteration 83Q: 3 clusters Score -1.986914e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -19869330.000000 Penalty: 5950.192871
	Iteration 84Q: 3 clusters Score -1.986933e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -19869512.000000 Penalty: 5950.192871
	Iteration 85Q: 3 clusters Score -1.986951e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -19869582.000000 Penalty: 5950.192871
	Iteration 86Q: 3 clusters Score -1.986958e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -19869692.000000 Penalty: 5950.192871
	Iteration 87Q: 3 clusters Score -1.986969e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -19869758.000000 Penalty: 5950.192871
	Iteration 88Q: 3 clusters Score -1.986976e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 148622 members 
Entering Unmasked Estep 
Score: -19869926.000000 Penalty: 5950.192871
	Iteration 89Q: 3 clusters Score -1.986993e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -19870036.000000 Penalty: 5950.192871
	Iteration 90Q: 3 clusters Score -1.987004e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 149644 members 
Entering Unmasked Estep 
Score: -19870122.000000 Penalty: 5950.192871
	Iteration 91Q: 3 clusters Score -1.987012e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 150134 members 
Entering Unmasked Estep 
Score: -19870318.000000 Penalty: 5950.192871
	Iteration 92Q: 3 clusters Score -1.987032e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -19870354.000000 Penalty: 5950.192871
	Iteration 93Q: 3 clusters Score -1.987035e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -19870440.000000 Penalty: 5950.192871
	Iteration 94Q: 3 clusters Score -1.987044e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -19870446.000000 Penalty: 5950.192871
	Iteration 95Q: 3 clusters Score -1.987045e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 151833 members 
Entering Unmasked Estep 
Score: -19870452.000000 Penalty: 5950.192871
	Iteration 96Q: 3 clusters Score -1.987045e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 152184 members 
Entering Unmasked Estep 
Score: -19870450.000000 Penalty: 5950.192871
	Iteration 97Q: 3 clusters Score -1.987045e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -19870494.000000 Penalty: 5950.192871
	Iteration 98Q: 3 clusters Score -1.987049e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -19870472.000000 Penalty: 5950.192871
	Iteration 99Q: 3 clusters Score -1.987047e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 153028 members 
Entering Unmasked Estep 
Score: -19870472.000000 Penalty: 5950.192871
	Iteration 100F: 3 clusters Score -1.987047e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -19870444.000000 Penalty: 5950.192871
	Iteration 101Q: 3 clusters Score -1.987044e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -19870464.000000 Penalty: 5950.192871
	Iteration 102Q: 3 clusters Score -1.987046e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -19870410.000000 Penalty: 5950.192871
	Iteration 103Q: 3 clusters Score -1.987041e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -19870480.000000 Penalty: 5950.192871
	Iteration 104Q: 3 clusters Score -1.987048e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -19870450.000000 Penalty: 5950.192871
	Iteration 105Q: 3 clusters Score -1.987045e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -19870454.000000 Penalty: 5950.192871
	Iteration 106Q: 3 clusters Score -1.987045e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -19870480.000000 Penalty: 5950.192871
	Iteration 107Q: 3 clusters Score -1.987048e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -19870412.000000 Penalty: 5950.192871
	Iteration 108Q: 3 clusters Score -1.987041e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 155082 members 
Entering Unmasked Estep 
Score: -19870352.000000 Penalty: 5950.192871
	Iteration 109Q: 3 clusters Score -1.987035e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 155224 members 
Entering Unmasked Estep 
Score: -19870356.000000 Penalty: 5950.192871
	Iteration 110Q: 3 clusters Score -1.987036e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -19870310.000000 Penalty: 5950.192871
	Iteration 111Q: 3 clusters Score -1.987031e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 155501 members 
Entering Unmasked Estep 
Score: -19870326.000000 Penalty: 5950.192871
	Iteration 112Q: 3 clusters Score -1.987033e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 155660 members 
Entering Unmasked Estep 
Score: -19870318.000000 Penalty: 5950.192871
	Iteration 113Q: 3 clusters Score -1.987032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -19870296.000000 Penalty: 5950.192871
	Iteration 114Q: 3 clusters Score -1.98703e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -19870334.000000 Penalty: 5950.192871
	Iteration 115Q: 3 clusters Score -1.987033e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -19870330.000000 Penalty: 5950.192871
	Iteration 116Q: 3 clusters Score -1.987033e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -19870308.000000 Penalty: 5950.192871
	Iteration 117Q: 3 clusters Score -1.987031e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 156345 members 
Entering Unmasked Estep 
Score: -19870288.000000 Penalty: 5950.192871
	Iteration 118Q: 3 clusters Score -1.987029e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -19870254.000000 Penalty: 5950.192871
	Iteration 119Q: 3 clusters Score -1.987025e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 156521 members 
Entering Unmasked Estep 
Score: -19870188.000000 Penalty: 5950.192871
	Iteration 120F: 3 clusters Score -1.987019e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -19870166.000000 Penalty: 5950.192871
	Iteration 121Q: 3 clusters Score -1.987017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -19870160.000000 Penalty: 5950.192871
	Iteration 122Q: 3 clusters Score -1.987016e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 156726 members 
Entering Unmasked Estep 
Score: -19870120.000000 Penalty: 5950.192871
	Iteration 123Q: 3 clusters Score -1.987012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 156792 members 
Entering Unmasked Estep 
Score: -19870104.000000 Penalty: 5950.192871
	Iteration 124Q: 3 clusters Score -1.98701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -19870130.000000 Penalty: 5950.192871
	Iteration 125Q: 3 clusters Score -1.987013e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -19870124.000000 Penalty: 5950.192871
	Iteration 126Q: 3 clusters Score -1.987012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -19870136.000000 Penalty: 5950.192871
	Iteration 127Q: 3 clusters Score -1.987014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 157031 members 
Entering Unmasked Estep 
Score: -19870108.000000 Penalty: 5950.192871
	Iteration 128Q: 3 clusters Score -1.987011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 157085 members 
Entering Unmasked Estep 
Score: -19870108.000000 Penalty: 5950.192871
	Iteration 129Q: 3 clusters Score -1.987011e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -19870090.000000 Penalty: 5950.192871
	Iteration 130Q: 3 clusters Score -1.987009e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -19870122.000000 Penalty: 5950.192871
	Iteration 131Q: 3 clusters Score -1.987012e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 157261 members 
Entering Unmasked Estep 
Score: -19870126.000000 Penalty: 5950.192871
	Iteration 132Q: 3 clusters Score -1.987013e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -19870122.000000 Penalty: 5950.192871
	Iteration 133Q: 3 clusters Score -1.987012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -19870140.000000 Penalty: 5950.192871
	Iteration 134Q: 3 clusters Score -1.987014e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -19870110.000000 Penalty: 5950.192871
	Iteration 135Q: 3 clusters Score -1.987011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 157464 members 
Entering Unmasked Estep 
Score: -19870090.000000 Penalty: 5950.192871
	Iteration 136Q: 3 clusters Score -1.987009e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -19870096.000000 Penalty: 5950.192871
	Iteration 137Q: 3 clusters Score -1.98701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -19870062.000000 Penalty: 5950.192871
	Iteration 138Q: 3 clusters Score -1.987006e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -19870070.000000 Penalty: 5950.192871
	Iteration 139Q: 3 clusters Score -1.987007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -19870046.000000 Penalty: 5950.192871
	Iteration 140F: 3 clusters Score -1.987005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 157596 members 
Entering Unmasked Estep 
Score: -19870034.000000 Penalty: 5950.192871
	Iteration 141Q: 3 clusters Score -1.987003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -19870002.000000 Penalty: 5950.192871
	Iteration 142Q: 3 clusters Score -1.987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 157628 members 
Entering Unmasked Estep 
Score: -19870000.000000 Penalty: 5950.192871
	Iteration 143Q: 3 clusters Score -1.987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -19870006.000000 Penalty: 5950.192871
	Iteration 144Q: 3 clusters Score -1.987001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 157663 members 
Entering Unmasked Estep 
Score: -19869990.000000 Penalty: 5950.192871
	Iteration 145Q: 3 clusters Score -1.986999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -19869972.000000 Penalty: 5950.192871
	Iteration 146Q: 3 clusters Score -1.986997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -19869968.000000 Penalty: 5950.192871
	Iteration 147Q: 3 clusters Score -1.986997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 157690 members 
Entering Unmasked Estep 
Score: -19869946.000000 Penalty: 5950.192871
	Iteration 148Q: 3 clusters Score -1.986995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -19869928.000000 Penalty: 5950.192871
	Iteration 149Q: 3 clusters Score -1.986993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -19869920.000000 Penalty: 5950.192871
	Iteration 150Q: 3 clusters Score -1.986992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -19869924.000000 Penalty: 5950.192871
	Iteration 151Q: 3 clusters Score -1.986992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -19869926.000000 Penalty: 5950.192871
	Iteration 152Q: 3 clusters Score -1.986993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -19869922.000000 Penalty: 5950.192871
	Iteration 153Q: 3 clusters Score -1.986992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -19869916.000000 Penalty: 5950.192871
	Iteration 154Q: 3 clusters Score -1.986992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -19869916.000000 Penalty: 5950.192871
	Iteration 155Q: 3 clusters Score -1.986992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -19869912.000000 Penalty: 5950.192871
	Iteration 156Q: 3 clusters Score -1.986991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -19869914.000000 Penalty: 5950.192871
	Iteration 157Q: 3 clusters Score -1.986991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -19869928.000000 Penalty: 5950.192871
	Iteration 158Q: 3 clusters Score -1.986993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -19869930.000000 Penalty: 5950.192871
	Iteration 159Q: 3 clusters Score -1.986993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -19869922.000000 Penalty: 5950.192871
	Iteration 160F: 3 clusters Score -1.986992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -19869928.000000 Penalty: 5950.192871
	Iteration 161Q: 3 clusters Score -1.986993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -19869930.000000 Penalty: 5950.192871
	Iteration 162Q: 3 clusters Score -1.986993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -19869914.000000 Penalty: 5950.192871
	Iteration 163Q: 3 clusters Score -1.986991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -19869920.000000 Penalty: 5950.192871
	Iteration 164Q: 3 clusters Score -1.986992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -19869900.000000 Penalty: 5950.192871
	Iteration 165Q: 3 clusters Score -1.98699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 157781 members 
Entering Unmasked Estep 
Score: -19869910.000000 Penalty: 5950.192871
	Iteration 166Q: 3 clusters Score -1.986991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 157788 members 
Entering Unmasked Estep 
Score: -19869900.000000 Penalty: 5950.192871
	Iteration 167Q: 3 clusters Score -1.98699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 157793 members 
Entering Unmasked Estep 
Score: -19869906.000000 Penalty: 5950.192871
	Iteration 168Q: 3 clusters Score -1.986991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -19869906.000000 Penalty: 5950.192871
	Iteration 169Q: 3 clusters Score -1.986991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -19869906.000000 Penalty: 5950.192871
	Iteration 170F: 3 clusters Score -1.986991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 75180 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185793 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171137 members 
Mstep: Class 7 contains 54891 members 
Mstep: Class 8 contains 140269 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194538 members 
Mstep: Class 13 contains 65616 members 
Mstep: Class 14 contains 166163 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171438 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 89188 members 
Mstep: Class 21 contains 28634 members 
Mstep: Class 22 contains 16677 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18517 members 
Mstep: Class 26 contains 157794 members 
Entering Unmasked Estep 
Score: -194678704.000000 Penalty: 92160.671875
Splitting cluster 23 changes total score from -194679120.000000 to -194678704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127348.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125314.375000 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125314.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125598.210938 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125598.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125670.070312 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125670.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125704.875000 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125704.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125731.320312 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125731.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125751.085938 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125751.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125766.664062 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125766.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125787.492188 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125787.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125811.093750 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125811.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125828.195312 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125845.906250 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -125845.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125869.664062 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -125869.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125904.976562 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -125905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125968.703125 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -125968.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126036.500000 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -126036.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126100.929688 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -126100.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126174.703125 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -126174.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126221.632812 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -126221.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126262.625000 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -126262.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -126314.390625 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -126314.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126347.367188 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -126347.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126376.406250 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -126376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -126394.484375 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -126394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126412.585938 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -126412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126434.835938 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -126434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126449.343750 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -126449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126462.929688 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -126462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126476.039062 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -126476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126486.281250 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -126486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126487.539062 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -126487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126488.812500 Penalty: 3482.900391
	Iteration 30Q: 3 clusters Score -126488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126489.796875 Penalty: 3482.900391
	Iteration 31Q: 3 clusters Score -126489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126490.953125 Penalty: 3482.900391
	Iteration 32Q: 3 clusters Score -126491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126494.296875 Penalty: 3482.900391
	Iteration 33Q: 3 clusters Score -126494.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126498.968750 Penalty: 3482.900391
	Iteration 34Q: 3 clusters Score -126499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -126504.640625 Penalty: 3482.900391
	Iteration 35Q: 3 clusters Score -126504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126510.070312 Penalty: 3482.900391
	Iteration 36Q: 3 clusters Score -126510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126515.492188 Penalty: 3482.900391
	Iteration 37Q: 3 clusters Score -126515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126522.289062 Penalty: 3482.900391
	Iteration 38Q: 3 clusters Score -126522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126526.046875 Penalty: 3482.900391
	Iteration 39Q: 3 clusters Score -126526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126530.593750 Penalty: 3482.900391
	Iteration 40F: 3 clusters Score -126530.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126542.625000 Penalty: 3482.900391
	Iteration 41Q: 3 clusters Score -126542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126548.656250 Penalty: 3482.900391
	Iteration 42Q: 3 clusters Score -126548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126551.992188 Penalty: 3482.900391
	Iteration 43Q: 3 clusters Score -126552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -126561.203125 Penalty: 3482.900391
	Iteration 44Q: 3 clusters Score -126561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126567.398438 Penalty: 3482.900391
	Iteration 45Q: 3 clusters Score -126567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -126572.210938 Penalty: 3482.900391
	Iteration 46Q: 3 clusters Score -126572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126582.218750 Penalty: 3482.900391
	Iteration 47Q: 3 clusters Score -126582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -126588.015625 Penalty: 3482.900391
	Iteration 48Q: 3 clusters Score -126588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126590.773438 Penalty: 3482.900391
	Iteration 49Q: 3 clusters Score -126590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126593.375000 Penalty: 3482.900391
	Iteration 50Q: 3 clusters Score -126593.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126593.375000 Penalty: 3482.900391
	Iteration 51F: 3 clusters Score -126593.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Entering Unmasked Estep 
Score: -2284115.250000 Penalty: 2436.958252
	Iteration 0F: 2 clusters Score -2284115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2270983.000000 Penalty: 4873.916504
	Iteration 0F: 3 clusters Score -2270983 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2275188.000000 Penalty: 4873.916504
	Iteration 1F: 3 clusters Score -2275188 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2275531.500000 Penalty: 4873.916504
	Iteration 2F: 3 clusters Score -2275532 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2275833.750000 Penalty: 4873.916504
	Iteration 3Q: 3 clusters Score -2275834 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2276101.250000 Penalty: 4873.916504
	Iteration 4Q: 3 clusters Score -2276101 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2276438.500000 Penalty: 4873.916504
	Iteration 5Q: 3 clusters Score -2276438 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2276919.250000 Penalty: 4873.916504
	Iteration 6Q: 3 clusters Score -2276919 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2277565.750000 Penalty: 4873.916504
	Iteration 7F: 3 clusters Score -2277566 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2278435.000000 Penalty: 4873.916504
	Iteration 8F: 3 clusters Score -2278435 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2279457.500000 Penalty: 4873.916504
	Iteration 9F: 3 clusters Score -2279458 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2280437.500000 Penalty: 4873.916504
	Iteration 10F: 3 clusters Score -2280438 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2281137.000000 Penalty: 4873.916504
	Iteration 11Q: 3 clusters Score -2281137 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2281538.500000 Penalty: 4873.916504
	Iteration 12Q: 3 clusters Score -2281538 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2281751.500000 Penalty: 4873.916504
	Iteration 13Q: 3 clusters Score -2281752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2281848.750000 Penalty: 4873.916504
	Iteration 14Q: 3 clusters Score -2281849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2281894.500000 Penalty: 4873.916504
	Iteration 15Q: 3 clusters Score -2281894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2281928.500000 Penalty: 4873.916504
	Iteration 16Q: 3 clusters Score -2281928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2281949.750000 Penalty: 4873.916504
	Iteration 17Q: 3 clusters Score -2281950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2281966.250000 Penalty: 4873.916504
	Iteration 18Q: 3 clusters Score -2281966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2281974.500000 Penalty: 4873.916504
	Iteration 19Q: 3 clusters Score -2281974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2281981.250000 Penalty: 4873.916504
	Iteration 20F: 3 clusters Score -2281981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2281981.750000 Penalty: 4873.916504
	Iteration 21Q: 3 clusters Score -2281982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2281981.750000 Penalty: 4873.916504
	Iteration 22F: 3 clusters Score -2281982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 75180 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185793 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171137 members 
Mstep: Class 7 contains 54891 members 
Mstep: Class 8 contains 140269 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194538 members 
Mstep: Class 13 contains 65616 members 
Mstep: Class 14 contains 166163 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171438 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4862 members 
Mstep: Class 20 contains 89188 members 
Mstep: Class 21 contains 28634 members 
Mstep: Class 22 contains 16677 members 
Mstep: Class 23 contains 162163 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679248.000000 Penalty: 88616.031250
Iteration 279Q: 26 clusters Score -1.946792e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 75203 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185778 members 
Mstep: Class 5 contains 1361 members 
Mstep: Class 6 contains 171142 members 
Mstep: Class 7 contains 54892 members 
Mstep: Class 8 contains 140345 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194512 members 
Mstep: Class 13 contains 65639 members 
Mstep: Class 14 contains 166160 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171427 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4864 members 
Mstep: Class 20 contains 89211 members 
Mstep: Class 21 contains 28632 members 
Mstep: Class 22 contains 16661 members 
Mstep: Class 23 contains 162180 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679392.000000 Penalty: 88616.031250
Iteration 280F: 26 clusters Score -1.946794e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 75229 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185760 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 171142 members 
Mstep: Class 7 contains 54901 members 
Mstep: Class 8 contains 140410 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194503 members 
Mstep: Class 13 contains 65679 members 
Mstep: Class 14 contains 166162 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171421 members 
Mstep: Class 18 contains 14038 members 
Mstep: Class 19 contains 4866 members 
Mstep: Class 20 contains 89239 members 
Mstep: Class 21 contains 28631 members 
Mstep: Class 22 contains 16636 members 
Mstep: Class 23 contains 162176 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679344.000000 Penalty: 88616.031250
Iteration 281Q: 26 clusters Score -1.946793e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 75260 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185754 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 171162 members 
Mstep: Class 7 contains 54916 members 
Mstep: Class 8 contains 140468 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194417 members 
Mstep: Class 13 contains 65731 members 
Mstep: Class 14 contains 166170 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171423 members 
Mstep: Class 18 contains 14038 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 89257 members 
Mstep: Class 21 contains 28627 members 
Mstep: Class 22 contains 16608 members 
Mstep: Class 23 contains 162160 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 18082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679184.000000 Penalty: 88616.031250
Iteration 282Q: 26 clusters Score -1.946792e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 75284 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185749 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 171179 members 
Mstep: Class 7 contains 54922 members 
Mstep: Class 8 contains 140531 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194364 members 
Mstep: Class 13 contains 65778 members 
Mstep: Class 14 contains 166178 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171430 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 89279 members 
Mstep: Class 21 contains 28623 members 
Mstep: Class 22 contains 16586 members 
Mstep: Class 23 contains 162160 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 17929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679200.000000 Penalty: 88616.031250
Iteration 283Q: 26 clusters Score -1.946792e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 75307 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 185743 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 171208 members 
Mstep: Class 7 contains 54927 members 
Mstep: Class 8 contains 140599 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194351 members 
Mstep: Class 13 contains 65816 members 
Mstep: Class 14 contains 166191 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171429 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 89308 members 
Mstep: Class 21 contains 28621 members 
Mstep: Class 22 contains 16564 members 
Mstep: Class 23 contains 162148 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 17748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679408.000000 Penalty: 88616.031250
Iteration 284Q: 26 clusters Score -1.946794e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 75325 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 185732 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171228 members 
Mstep: Class 7 contains 54930 members 
Mstep: Class 8 contains 140655 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194352 members 
Mstep: Class 13 contains 65851 members 
Mstep: Class 14 contains 166197 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171430 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4870 members 
Mstep: Class 20 contains 89333 members 
Mstep: Class 21 contains 28616 members 
Mstep: Class 22 contains 16554 members 
Mstep: Class 23 contains 162150 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 17574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679632.000000 Penalty: 88616.031250
Iteration 285Q: 26 clusters Score -1.946796e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 75343 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185730 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171246 members 
Mstep: Class 7 contains 54938 members 
Mstep: Class 8 contains 140690 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194336 members 
Mstep: Class 13 contains 65894 members 
Mstep: Class 14 contains 166201 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171443 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 89354 members 
Mstep: Class 21 contains 28612 members 
Mstep: Class 22 contains 16544 members 
Mstep: Class 23 contains 162148 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 17408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679600.000000 Penalty: 88616.031250
Iteration 286Q: 26 clusters Score -1.946796e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 75351 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185713 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171256 members 
Mstep: Class 7 contains 54950 members 
Mstep: Class 8 contains 140741 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194335 members 
Mstep: Class 13 contains 65920 members 
Mstep: Class 14 contains 166211 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171447 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 89391 members 
Mstep: Class 21 contains 28605 members 
Mstep: Class 22 contains 16522 members 
Mstep: Class 23 contains 162150 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 17264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679680.000000 Penalty: 88616.031250
Iteration 287Q: 26 clusters Score -1.946797e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 75380 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185689 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171265 members 
Mstep: Class 7 contains 54953 members 
Mstep: Class 8 contains 140795 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194347 members 
Mstep: Class 13 contains 65957 members 
Mstep: Class 14 contains 166220 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171456 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 89414 members 
Mstep: Class 21 contains 28595 members 
Mstep: Class 22 contains 16497 members 
Mstep: Class 23 contains 162144 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 17119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679632.000000 Penalty: 88616.031250
Iteration 288Q: 26 clusters Score -1.946796e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 75386 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185668 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171279 members 
Mstep: Class 7 contains 54967 members 
Mstep: Class 8 contains 140844 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194365 members 
Mstep: Class 13 contains 65987 members 
Mstep: Class 14 contains 166217 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171446 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4872 members 
Mstep: Class 20 contains 89442 members 
Mstep: Class 21 contains 28593 members 
Mstep: Class 22 contains 16476 members 
Mstep: Class 23 contains 162158 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679792.000000 Penalty: 88616.031250
Iteration 289Q: 26 clusters Score -1.946798e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 75391 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185659 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171292 members 
Mstep: Class 7 contains 54980 members 
Mstep: Class 8 contains 140872 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194403 members 
Mstep: Class 13 contains 66016 members 
Mstep: Class 14 contains 166221 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171428 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4872 members 
Mstep: Class 20 contains 89465 members 
Mstep: Class 21 contains 28591 members 
Mstep: Class 22 contains 16463 members 
Mstep: Class 23 contains 162156 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679424.000000 Penalty: 88616.031250
Iteration 290Q: 26 clusters Score -1.946794e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 75405 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185661 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 171303 members 
Mstep: Class 7 contains 54992 members 
Mstep: Class 8 contains 140925 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194392 members 
Mstep: Class 13 contains 66045 members 
Mstep: Class 14 contains 166229 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171418 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 89497 members 
Mstep: Class 21 contains 28583 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 162142 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679376.000000 Penalty: 88616.031250
Iteration 291Q: 26 clusters Score -1.946794e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 75416 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185659 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 171311 members 
Mstep: Class 7 contains 55005 members 
Mstep: Class 8 contains 140967 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194367 members 
Mstep: Class 13 contains 66094 members 
Mstep: Class 14 contains 166235 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171415 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 89526 members 
Mstep: Class 21 contains 28576 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 162150 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679408.000000 Penalty: 88616.031250
Iteration 292Q: 26 clusters Score -1.946794e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 75422 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185673 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171329 members 
Mstep: Class 7 contains 55018 members 
Mstep: Class 8 contains 140999 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194362 members 
Mstep: Class 13 contains 66134 members 
Mstep: Class 14 contains 166227 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171408 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 89549 members 
Mstep: Class 21 contains 28568 members 
Mstep: Class 22 contains 16401 members 
Mstep: Class 23 contains 162164 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679376.000000 Penalty: 88616.031250
Iteration 293Q: 26 clusters Score -1.946794e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 75437 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185678 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171351 members 
Mstep: Class 7 contains 55028 members 
Mstep: Class 8 contains 141032 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194353 members 
Mstep: Class 13 contains 66173 members 
Mstep: Class 14 contains 166236 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171403 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 89562 members 
Mstep: Class 21 contains 28553 members 
Mstep: Class 22 contains 16381 members 
Mstep: Class 23 contains 162174 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679200.000000 Penalty: 88616.031250
Iteration 294Q: 26 clusters Score -1.946792e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 75454 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185691 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171383 members 
Mstep: Class 7 contains 55038 members 
Mstep: Class 8 contains 141069 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194310 members 
Mstep: Class 13 contains 66193 members 
Mstep: Class 14 contains 166236 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171407 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4875 members 
Mstep: Class 20 contains 89573 members 
Mstep: Class 21 contains 28545 members 
Mstep: Class 22 contains 16366 members 
Mstep: Class 23 contains 162174 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679376.000000 Penalty: 88616.031250
Iteration 295Q: 26 clusters Score -1.946794e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 75479 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185701 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171398 members 
Mstep: Class 7 contains 55042 members 
Mstep: Class 8 contains 141104 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194271 members 
Mstep: Class 13 contains 66207 members 
Mstep: Class 14 contains 166249 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171393 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 4876 members 
Mstep: Class 20 contains 89592 members 
Mstep: Class 21 contains 28540 members 
Mstep: Class 22 contains 16361 members 
Mstep: Class 23 contains 162187 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 16026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679776.000000 Penalty: 88616.031250
Iteration 296Q: 26 clusters Score -1.946798e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 75507 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185711 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171410 members 
Mstep: Class 7 contains 55040 members 
Mstep: Class 8 contains 141129 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194244 members 
Mstep: Class 13 contains 66226 members 
Mstep: Class 14 contains 166251 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171385 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 4876 members 
Mstep: Class 20 contains 89609 members 
Mstep: Class 21 contains 28535 members 
Mstep: Class 22 contains 16349 members 
Mstep: Class 23 contains 162207 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679776.000000 Penalty: 88616.031250
Iteration 297Q: 26 clusters Score -1.946798e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 75532 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185707 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171424 members 
Mstep: Class 7 contains 55036 members 
Mstep: Class 8 contains 141154 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194246 members 
Mstep: Class 13 contains 66246 members 
Mstep: Class 14 contains 166250 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171375 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 4881 members 
Mstep: Class 20 contains 89629 members 
Mstep: Class 21 contains 28522 members 
Mstep: Class 22 contains 16332 members 
Mstep: Class 23 contains 162209 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679808.000000 Penalty: 88616.031250
Iteration 298Q: 26 clusters Score -1.946798e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 75543 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185693 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171430 members 
Mstep: Class 7 contains 55030 members 
Mstep: Class 8 contains 141184 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194286 members 
Mstep: Class 13 contains 66274 members 
Mstep: Class 14 contains 166257 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171351 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 89637 members 
Mstep: Class 21 contains 28520 members 
Mstep: Class 22 contains 16308 members 
Mstep: Class 23 contains 162204 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679824.000000 Penalty: 88616.031250
Iteration 299Q: 26 clusters Score -1.946798e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 75559 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185686 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171450 members 
Mstep: Class 7 contains 55024 members 
Mstep: Class 8 contains 141215 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194277 members 
Mstep: Class 13 contains 66318 members 
Mstep: Class 14 contains 166255 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171343 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 89655 members 
Mstep: Class 21 contains 28517 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 162206 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679616.000000 Penalty: 88616.031250
Iteration 300F: 26 clusters Score -1.946796e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 75580 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185673 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171459 members 
Mstep: Class 7 contains 55020 members 
Mstep: Class 8 contains 141237 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194252 members 
Mstep: Class 13 contains 66347 members 
Mstep: Class 14 contains 166248 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171330 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 20 contains 89673 members 
Mstep: Class 21 contains 28518 members 
Mstep: Class 22 contains 16285 members 
Mstep: Class 23 contains 162221 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679520.000000 Penalty: 88616.031250
Iteration 301Q: 26 clusters Score -1.946795e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 75601 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185675 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171473 members 
Mstep: Class 7 contains 55019 members 
Mstep: Class 8 contains 141265 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194253 members 
Mstep: Class 13 contains 66375 members 
Mstep: Class 14 contains 166237 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171314 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 4894 members 
Mstep: Class 20 contains 89684 members 
Mstep: Class 21 contains 28520 members 
Mstep: Class 22 contains 16280 members 
Mstep: Class 23 contains 162210 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679728.000000 Penalty: 88616.031250
Iteration 302Q: 26 clusters Score -1.946797e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 75612 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185667 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171481 members 
Mstep: Class 7 contains 55018 members 
Mstep: Class 8 contains 141306 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194246 members 
Mstep: Class 13 contains 66402 members 
Mstep: Class 14 contains 166228 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171315 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 4896 members 
Mstep: Class 20 contains 89689 members 
Mstep: Class 21 contains 28519 members 
Mstep: Class 22 contains 16279 members 
Mstep: Class 23 contains 162211 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679360.000000 Penalty: 88616.031250
Iteration 303Q: 26 clusters Score -1.946794e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 75621 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185661 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171481 members 
Mstep: Class 7 contains 55019 members 
Mstep: Class 8 contains 141349 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194244 members 
Mstep: Class 13 contains 66442 members 
Mstep: Class 14 contains 166228 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171312 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4898 members 
Mstep: Class 20 contains 89688 members 
Mstep: Class 21 contains 28515 members 
Mstep: Class 22 contains 16269 members 
Mstep: Class 23 contains 162213 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679552.000000 Penalty: 88616.031250
Iteration 304Q: 26 clusters Score -1.946796e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 75621 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185653 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171489 members 
Mstep: Class 7 contains 55030 members 
Mstep: Class 8 contains 141386 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194255 members 
Mstep: Class 13 contains 66467 members 
Mstep: Class 14 contains 166229 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171301 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 89697 members 
Mstep: Class 21 contains 28514 members 
Mstep: Class 22 contains 16267 members 
Mstep: Class 23 contains 162211 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679776.000000 Penalty: 88616.031250
Iteration 305Q: 26 clusters Score -1.946798e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 75626 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185647 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171492 members 
Mstep: Class 7 contains 55044 members 
Mstep: Class 8 contains 141412 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194270 members 
Mstep: Class 13 contains 66479 members 
Mstep: Class 14 contains 166231 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171284 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 89697 members 
Mstep: Class 21 contains 28513 members 
Mstep: Class 22 contains 16276 members 
Mstep: Class 23 contains 162217 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 15012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679616.000000 Penalty: 88616.031250
Iteration 306Q: 26 clusters Score -1.946796e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 75635 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185651 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171494 members 
Mstep: Class 7 contains 55051 members 
Mstep: Class 8 contains 141434 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194261 members 
Mstep: Class 13 contains 66484 members 
Mstep: Class 14 contains 166239 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171276 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 89704 members 
Mstep: Class 21 contains 28510 members 
Mstep: Class 22 contains 16273 members 
Mstep: Class 23 contains 162220 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679824.000000 Penalty: 88616.031250
Iteration 307Q: 26 clusters Score -1.946798e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 75640 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185648 members 
Mstep: Class 5 contains 1352 members 
Mstep: Class 6 contains 171495 members 
Mstep: Class 7 contains 55054 members 
Mstep: Class 8 contains 141460 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194248 members 
Mstep: Class 13 contains 66487 members 
Mstep: Class 14 contains 166247 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171278 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 20 contains 89713 members 
Mstep: Class 21 contains 28508 members 
Mstep: Class 22 contains 16278 members 
Mstep: Class 23 contains 162221 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679792.000000 Penalty: 88616.031250
Iteration 308Q: 26 clusters Score -1.946798e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 75641 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 185649 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171494 members 
Mstep: Class 7 contains 55055 members 
Mstep: Class 8 contains 141480 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194235 members 
Mstep: Class 13 contains 66487 members 
Mstep: Class 14 contains 166242 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171275 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 89725 members 
Mstep: Class 21 contains 28510 members 
Mstep: Class 22 contains 16285 members 
Mstep: Class 23 contains 162235 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679856.000000 Penalty: 88616.031250
Iteration 309Q: 26 clusters Score -1.946799e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 75644 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185650 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171498 members 
Mstep: Class 7 contains 55057 members 
Mstep: Class 8 contains 141506 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194214 members 
Mstep: Class 13 contains 66485 members 
Mstep: Class 14 contains 166246 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171272 members 
Mstep: Class 18 contains 14061 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 89734 members 
Mstep: Class 21 contains 28509 members 
Mstep: Class 22 contains 16298 members 
Mstep: Class 23 contains 162237 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 310Q: 26 clusters Score -1.9468e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 75644 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185648 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171508 members 
Mstep: Class 7 contains 55061 members 
Mstep: Class 8 contains 141540 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194185 members 
Mstep: Class 13 contains 66493 members 
Mstep: Class 14 contains 166240 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171260 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 89746 members 
Mstep: Class 21 contains 28507 members 
Mstep: Class 22 contains 16305 members 
Mstep: Class 23 contains 162244 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679888.000000 Penalty: 88616.031250
Iteration 311Q: 26 clusters Score -1.946799e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 75646 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185655 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171533 members 
Mstep: Class 7 contains 55071 members 
Mstep: Class 8 contains 141566 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194151 members 
Mstep: Class 13 contains 66505 members 
Mstep: Class 14 contains 166248 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171242 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 89750 members 
Mstep: Class 21 contains 28507 members 
Mstep: Class 22 contains 16299 members 
Mstep: Class 23 contains 162240 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679952.000000 Penalty: 88616.031250
Iteration 312Q: 26 clusters Score -1.9468e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 75649 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185648 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171552 members 
Mstep: Class 7 contains 55079 members 
Mstep: Class 8 contains 141588 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194131 members 
Mstep: Class 13 contains 66525 members 
Mstep: Class 14 contains 166241 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171231 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 4932 members 
Mstep: Class 20 contains 89765 members 
Mstep: Class 21 contains 28507 members 
Mstep: Class 22 contains 16291 members 
Mstep: Class 23 contains 162243 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679872.000000 Penalty: 88616.031250
Iteration 313Q: 26 clusters Score -1.946799e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 75646 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185647 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171566 members 
Mstep: Class 7 contains 55078 members 
Mstep: Class 8 contains 141615 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194133 members 
Mstep: Class 13 contains 66542 members 
Mstep: Class 14 contains 166237 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171213 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89773 members 
Mstep: Class 21 contains 28505 members 
Mstep: Class 22 contains 16295 members 
Mstep: Class 23 contains 162244 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 314Q: 26 clusters Score -1.9468e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 75645 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185647 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171578 members 
Mstep: Class 7 contains 55090 members 
Mstep: Class 8 contains 141635 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194133 members 
Mstep: Class 13 contains 66541 members 
Mstep: Class 14 contains 166228 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171220 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89767 members 
Mstep: Class 21 contains 28498 members 
Mstep: Class 22 contains 16307 members 
Mstep: Class 23 contains 162248 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679936.000000 Penalty: 88616.031250
Iteration 315Q: 26 clusters Score -1.946799e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 75639 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185640 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171595 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 141657 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194148 members 
Mstep: Class 13 contains 66544 members 
Mstep: Class 14 contains 166220 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171214 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89768 members 
Mstep: Class 21 contains 28495 members 
Mstep: Class 22 contains 16317 members 
Mstep: Class 23 contains 162244 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 316Q: 26 clusters Score -1.9468e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 75635 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185644 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171609 members 
Mstep: Class 7 contains 55094 members 
Mstep: Class 8 contains 141673 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194141 members 
Mstep: Class 13 contains 66548 members 
Mstep: Class 14 contains 166220 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171208 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89776 members 
Mstep: Class 21 contains 28497 members 
Mstep: Class 22 contains 16326 members 
Mstep: Class 23 contains 162219 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 88616.031250
Iteration 317Q: 26 clusters Score -1.946801e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 75637 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185640 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171620 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 141694 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194131 members 
Mstep: Class 13 contains 66547 members 
Mstep: Class 14 contains 166213 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171194 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89785 members 
Mstep: Class 21 contains 28494 members 
Mstep: Class 22 contains 16347 members 
Mstep: Class 23 contains 162221 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680288.000000 Penalty: 88616.031250
Iteration 318Q: 26 clusters Score -1.946803e+08 nChanged 317
Entering ConstructFrom: 
Score: -194680288.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (35184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Entering Unmasked Estep 
Score: -4330525.000000 Penalty: 2596.149902
	Iteration 0F: 2 clusters Score -4330525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4306547.500000 Penalty: 5192.299805
	Iteration 0F: 3 clusters Score -4306548 nChanged 16112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4315245.500000 Penalty: 5192.299805
	Iteration 1F: 3 clusters Score -4315246 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -4315649.500000 Penalty: 5192.299805
	Iteration 2Q: 3 clusters Score -4315650 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4316036.000000 Penalty: 5192.299805
	Iteration 3Q: 3 clusters Score -4316036 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4316367.000000 Penalty: 5192.299805
	Iteration 4Q: 3 clusters Score -4316367 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4316756.500000 Penalty: 5192.299805
	Iteration 5Q: 3 clusters Score -4316756 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4317220.000000 Penalty: 5192.299805
	Iteration 6Q: 3 clusters Score -4317220 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4317866.500000 Penalty: 5192.299805
	Iteration 7Q: 3 clusters Score -4317866 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -4318821.500000 Penalty: 5192.299805
	Iteration 8Q: 3 clusters Score -4318822 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4320320.000000 Penalty: 5192.299805
	Iteration 9F: 3 clusters Score -4320320 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -4322353.000000 Penalty: 5192.299805
	Iteration 10F: 3 clusters Score -4322353 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4324499.500000 Penalty: 5192.299805
	Iteration 11F: 3 clusters Score -4324500 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4326235.500000 Penalty: 5192.299805
	Iteration 12F: 3 clusters Score -4326236 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4327059.000000 Penalty: 5192.299805
	Iteration 13Q: 3 clusters Score -4327059 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4327466.500000 Penalty: 5192.299805
	Iteration 14Q: 3 clusters Score -4327466 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -4327654.000000 Penalty: 5192.299805
	Iteration 15Q: 3 clusters Score -4327654 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4327783.000000 Penalty: 5192.299805
	Iteration 16Q: 3 clusters Score -4327783 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4327894.000000 Penalty: 5192.299805
	Iteration 17Q: 3 clusters Score -4327894 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4327965.000000 Penalty: 5192.299805
	Iteration 18Q: 3 clusters Score -4327965 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4328067.000000 Penalty: 5192.299805
	Iteration 19Q: 3 clusters Score -4328067 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4328149.500000 Penalty: 5192.299805
	Iteration 20F: 3 clusters Score -4328150 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4328208.500000 Penalty: 5192.299805
	Iteration 21Q: 3 clusters Score -4328208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4328273.500000 Penalty: 5192.299805
	Iteration 22Q: 3 clusters Score -4328274 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4328313.000000 Penalty: 5192.299805
	Iteration 23Q: 3 clusters Score -4328313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4328364.500000 Penalty: 5192.299805
	Iteration 24Q: 3 clusters Score -4328364 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4328420.000000 Penalty: 5192.299805
	Iteration 25Q: 3 clusters Score -4328420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4328464.500000 Penalty: 5192.299805
	Iteration 26Q: 3 clusters Score -4328464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4328494.000000 Penalty: 5192.299805
	Iteration 27Q: 3 clusters Score -4328494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4328545.000000 Penalty: 5192.299805
	Iteration 28Q: 3 clusters Score -4328545 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -4328577.500000 Penalty: 5192.299805
	Iteration 29Q: 3 clusters Score -4328578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -4328620.500000 Penalty: 5192.299805
	Iteration 30Q: 3 clusters Score -4328620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4328647.000000 Penalty: 5192.299805
	Iteration 31Q: 3 clusters Score -4328647 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4328678.500000 Penalty: 5192.299805
	Iteration 32Q: 3 clusters Score -4328678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4328692.000000 Penalty: 5192.299805
	Iteration 33Q: 3 clusters Score -4328692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -4328706.000000 Penalty: 5192.299805
	Iteration 34Q: 3 clusters Score -4328706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4328719.000000 Penalty: 5192.299805
	Iteration 35Q: 3 clusters Score -4328719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4328724.000000 Penalty: 5192.299805
	Iteration 36Q: 3 clusters Score -4328724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4328720.000000 Penalty: 5192.299805
	Iteration 37Q: 3 clusters Score -4328720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4328723.000000 Penalty: 5192.299805
	Iteration 38Q: 3 clusters Score -4328723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4328725.500000 Penalty: 5192.299805
	Iteration 39Q: 3 clusters Score -4328726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4328740.500000 Penalty: 5192.299805
	Iteration 40F: 3 clusters Score -4328740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4328751.000000 Penalty: 5192.299805
	Iteration 41Q: 3 clusters Score -4328751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4328747.000000 Penalty: 5192.299805
	Iteration 42Q: 3 clusters Score -4328747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4328749.500000 Penalty: 5192.299805
	Iteration 43Q: 3 clusters Score -4328750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4328754.500000 Penalty: 5192.299805
	Iteration 44Q: 3 clusters Score -4328754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4328756.500000 Penalty: 5192.299805
	Iteration 45Q: 3 clusters Score -4328756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4328759.000000 Penalty: 5192.299805
	Iteration 46Q: 3 clusters Score -4328759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4328762.000000 Penalty: 5192.299805
	Iteration 47Q: 3 clusters Score -4328762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4328762.500000 Penalty: 5192.299805
	Iteration 48Q: 3 clusters Score -4328762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4328762.000000 Penalty: 5192.299805
	Iteration 49Q: 3 clusters Score -4328762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4328761.000000 Penalty: 5192.299805
	Iteration 50Q: 3 clusters Score -4328761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -4328769.000000 Penalty: 5192.299805
	Iteration 51Q: 3 clusters Score -4328769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4328764.500000 Penalty: 5192.299805
	Iteration 52Q: 3 clusters Score -4328764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4328769.500000 Penalty: 5192.299805
	Iteration 53Q: 3 clusters Score -4328770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4328773.500000 Penalty: 5192.299805
	Iteration 54Q: 3 clusters Score -4328774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4328775.500000 Penalty: 5192.299805
	Iteration 55Q: 3 clusters Score -4328776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4328775.500000 Penalty: 5192.299805
	Iteration 56Q: 3 clusters Score -4328776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4328783.000000 Penalty: 5192.299805
	Iteration 57Q: 3 clusters Score -4328783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4328781.000000 Penalty: 5192.299805
	Iteration 58Q: 3 clusters Score -4328781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4328785.000000 Penalty: 5192.299805
	Iteration 59Q: 3 clusters Score -4328785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4328785.000000 Penalty: 5192.299805
	Iteration 60F: 3 clusters Score -4328785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Entering Unmasked Estep 
Score: -9390377.000000 Penalty: 2785.964355
	Iteration 0F: 2 clusters Score -9390377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9339633.000000 Penalty: 5571.928711
	Iteration 0F: 3 clusters Score -9339633 nChanged 35347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -9359744.000000 Penalty: 5571.928711
	Iteration 1F: 3 clusters Score -9359744 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -9360434.000000 Penalty: 5571.928711
	Iteration 2Q: 3 clusters Score -9360434 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -9361187.000000 Penalty: 5571.928711
	Iteration 3Q: 3 clusters Score -9361187 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9361989.000000 Penalty: 5571.928711
	Iteration 4Q: 3 clusters Score -9361989 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9363029.000000 Penalty: 5571.928711
	Iteration 5Q: 3 clusters Score -9363029 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -9364328.000000 Penalty: 5571.928711
	Iteration 6Q: 3 clusters Score -9364328 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -9366221.000000 Penalty: 5571.928711
	Iteration 7Q: 3 clusters Score -9366221 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -9368899.000000 Penalty: 5571.928711
	Iteration 8F: 3 clusters Score -9368899 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -9372391.000000 Penalty: 5571.928711
	Iteration 9F: 3 clusters Score -9372391 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -9375595.000000 Penalty: 5571.928711
	Iteration 10F: 3 clusters Score -9375595 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -9377603.000000 Penalty: 5571.928711
	Iteration 11Q: 3 clusters Score -9377603 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9378345.000000 Penalty: 5571.928711
	Iteration 12Q: 3 clusters Score -9378345 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -9378692.000000 Penalty: 5571.928711
	Iteration 13Q: 3 clusters Score -9378692 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -9378989.000000 Penalty: 5571.928711
	Iteration 14Q: 3 clusters Score -9378989 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -9379171.000000 Penalty: 5571.928711
	Iteration 15Q: 3 clusters Score -9379171 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -9379376.000000 Penalty: 5571.928711
	Iteration 16Q: 3 clusters Score -9379376 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -9379628.000000 Penalty: 5571.928711
	Iteration 17Q: 3 clusters Score -9379628 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -9379826.000000 Penalty: 5571.928711
	Iteration 18Q: 3 clusters Score -9379826 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9380074.000000 Penalty: 5571.928711
	Iteration 19Q: 3 clusters Score -9380074 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -9380376.000000 Penalty: 5571.928711
	Iteration 20F: 3 clusters Score -9380376 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -9380611.000000 Penalty: 5571.928711
	Iteration 21Q: 3 clusters Score -9380611 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -9380860.000000 Penalty: 5571.928711
	Iteration 22Q: 3 clusters Score -9380860 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -9381050.000000 Penalty: 5571.928711
	Iteration 23Q: 3 clusters Score -9381050 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -9381271.000000 Penalty: 5571.928711
	Iteration 24Q: 3 clusters Score -9381271 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9381538.000000 Penalty: 5571.928711
	Iteration 25Q: 3 clusters Score -9381538 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -9381789.000000 Penalty: 5571.928711
	Iteration 26Q: 3 clusters Score -9381789 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -9381978.000000 Penalty: 5571.928711
	Iteration 27Q: 3 clusters Score -9381978 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -9382189.000000 Penalty: 5571.928711
	Iteration 28Q: 3 clusters Score -9382189 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -9382435.000000 Penalty: 5571.928711
	Iteration 29Q: 3 clusters Score -9382435 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -9382700.000000 Penalty: 5571.928711
	Iteration 30Q: 3 clusters Score -9382700 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -9382981.000000 Penalty: 5571.928711
	Iteration 31Q: 3 clusters Score -9382981 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -9383257.000000 Penalty: 5571.928711
	Iteration 32Q: 3 clusters Score -9383257 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -9383566.000000 Penalty: 5571.928711
	Iteration 33Q: 3 clusters Score -9383566 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -9383861.000000 Penalty: 5571.928711
	Iteration 34Q: 3 clusters Score -9383861 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -9384155.000000 Penalty: 5571.928711
	Iteration 35Q: 3 clusters Score -9384155 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -9384491.000000 Penalty: 5571.928711
	Iteration 36Q: 3 clusters Score -9384491 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -9384826.000000 Penalty: 5571.928711
	Iteration 37Q: 3 clusters Score -9384826 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -9385145.000000 Penalty: 5571.928711
	Iteration 38Q: 3 clusters Score -9385145 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -9385384.000000 Penalty: 5571.928711
	Iteration 39Q: 3 clusters Score -9385384 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -9385624.000000 Penalty: 5571.928711
	Iteration 40F: 3 clusters Score -9385624 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -9385881.000000 Penalty: 5571.928711
	Iteration 41Q: 3 clusters Score -9385881 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -9386120.000000 Penalty: 5571.928711
	Iteration 42Q: 3 clusters Score -9386120 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -9386329.000000 Penalty: 5571.928711
	Iteration 43Q: 3 clusters Score -9386329 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -9386489.000000 Penalty: 5571.928711
	Iteration 44Q: 3 clusters Score -9386489 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -9386700.000000 Penalty: 5571.928711
	Iteration 45Q: 3 clusters Score -9386700 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -9386847.000000 Penalty: 5571.928711
	Iteration 46Q: 3 clusters Score -9386847 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -9387036.000000 Penalty: 5571.928711
	Iteration 47Q: 3 clusters Score -9387036 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -9387134.000000 Penalty: 5571.928711
	Iteration 48Q: 3 clusters Score -9387134 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9387253.000000 Penalty: 5571.928711
	Iteration 49Q: 3 clusters Score -9387253 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -9387328.000000 Penalty: 5571.928711
	Iteration 50Q: 3 clusters Score -9387328 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -9387399.000000 Penalty: 5571.928711
	Iteration 51Q: 3 clusters Score -9387399 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -9387474.000000 Penalty: 5571.928711
	Iteration 52Q: 3 clusters Score -9387474 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -9387514.000000 Penalty: 5571.928711
	Iteration 53Q: 3 clusters Score -9387514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 71543 members 
Entering Unmasked Estep 
Score: -9387590.000000 Penalty: 5571.928711
	Iteration 54Q: 3 clusters Score -9387590 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -9387669.000000 Penalty: 5571.928711
	Iteration 55Q: 3 clusters Score -9387669 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -9387699.000000 Penalty: 5571.928711
	Iteration 56Q: 3 clusters Score -9387699 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -9387749.000000 Penalty: 5571.928711
	Iteration 57Q: 3 clusters Score -9387749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -9387783.000000 Penalty: 5571.928711
	Iteration 58Q: 3 clusters Score -9387783 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -9387827.000000 Penalty: 5571.928711
	Iteration 59Q: 3 clusters Score -9387827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -9387857.000000 Penalty: 5571.928711
	Iteration 60F: 3 clusters Score -9387857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -9387905.000000 Penalty: 5571.928711
	Iteration 61Q: 3 clusters Score -9387905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 72777 members 
Entering Unmasked Estep 
Score: -9387929.000000 Penalty: 5571.928711
	Iteration 62Q: 3 clusters Score -9387929 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -9387950.000000 Penalty: 5571.928711
	Iteration 63Q: 3 clusters Score -9387950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -9387972.000000 Penalty: 5571.928711
	Iteration 64Q: 3 clusters Score -9387972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -9387982.000000 Penalty: 5571.928711
	Iteration 65Q: 3 clusters Score -9387982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -9388014.000000 Penalty: 5571.928711
	Iteration 66Q: 3 clusters Score -9388014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -9388043.000000 Penalty: 5571.928711
	Iteration 67Q: 3 clusters Score -9388043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
Score: -9388047.000000 Penalty: 5571.928711
	Iteration 68Q: 3 clusters Score -9388047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9388061.000000 Penalty: 5571.928711
	Iteration 69Q: 3 clusters Score -9388061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -9388057.000000 Penalty: 5571.928711
	Iteration 70Q: 3 clusters Score -9388057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -9388079.000000 Penalty: 5571.928711
	Iteration 71Q: 3 clusters Score -9388079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -9388093.000000 Penalty: 5571.928711
	Iteration 72Q: 3 clusters Score -9388093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -9388113.000000 Penalty: 5571.928711
	Iteration 73Q: 3 clusters Score -9388113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -9388130.000000 Penalty: 5571.928711
	Iteration 74Q: 3 clusters Score -9388130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -9388128.000000 Penalty: 5571.928711
	Iteration 75Q: 3 clusters Score -9388128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -9388124.000000 Penalty: 5571.928711
	Iteration 76Q: 3 clusters Score -9388124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -9388120.000000 Penalty: 5571.928711
	Iteration 77Q: 3 clusters Score -9388120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -9388121.000000 Penalty: 5571.928711
	Iteration 78Q: 3 clusters Score -9388121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -9388131.000000 Penalty: 5571.928711
	Iteration 79Q: 3 clusters Score -9388131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -9388143.000000 Penalty: 5571.928711
	Iteration 80F: 3 clusters Score -9388143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -9388145.000000 Penalty: 5571.928711
	Iteration 81Q: 3 clusters Score -9388145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -9388150.000000 Penalty: 5571.928711
	Iteration 82Q: 3 clusters Score -9388150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -9388161.000000 Penalty: 5571.928711
	Iteration 83Q: 3 clusters Score -9388161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -9388167.000000 Penalty: 5571.928711
	Iteration 84Q: 3 clusters Score -9388167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -9388172.000000 Penalty: 5571.928711
	Iteration 85Q: 3 clusters Score -9388172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -9388182.000000 Penalty: 5571.928711
	Iteration 86Q: 3 clusters Score -9388182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -9388175.000000 Penalty: 5571.928711
	Iteration 87Q: 3 clusters Score -9388175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -9388167.000000 Penalty: 5571.928711
	Iteration 88Q: 3 clusters Score -9388167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -9388173.000000 Penalty: 5571.928711
	Iteration 89Q: 3 clusters Score -9388173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 73810 members 
Entering Unmasked Estep 
Score: -9388171.000000 Penalty: 5571.928711
	Iteration 90Q: 3 clusters Score -9388171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -9388173.000000 Penalty: 5571.928711
	Iteration 91Q: 3 clusters Score -9388173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -9388173.000000 Penalty: 5571.928711
	Iteration 92F: 3 clusters Score -9388173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Entering Unmasked Estep 
Score: -456663.125000 Penalty: 2043.353638
	Iteration 0F: 2 clusters Score -456663.1 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 1845 members 
Entering Unmasked Estep 
Score: -452939.875000 Penalty: 4086.707275
	Iteration 0F: 3 clusters Score -452939.9 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -453738.093750 Penalty: 4086.707275
	Iteration 1F: 3 clusters Score -453738.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -453901.312500 Penalty: 4086.707275
	Iteration 2F: 3 clusters Score -453901.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -453998.531250 Penalty: 4086.707275
	Iteration 3Q: 3 clusters Score -453998.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -454084.437500 Penalty: 4086.707275
	Iteration 4Q: 3 clusters Score -454084.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -454139.906250 Penalty: 4086.707275
	Iteration 5Q: 3 clusters Score -454139.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -454175.531250 Penalty: 4086.707275
	Iteration 6Q: 3 clusters Score -454175.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -454213.625000 Penalty: 4086.707275
	Iteration 7Q: 3 clusters Score -454213.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -454261.625000 Penalty: 4086.707275
	Iteration 8Q: 3 clusters Score -454261.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -454339.968750 Penalty: 4086.707275
	Iteration 9Q: 3 clusters Score -454340 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -454407.437500 Penalty: 4086.707275
	Iteration 10Q: 3 clusters Score -454407.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -454467.281250 Penalty: 4086.707275
	Iteration 11Q: 3 clusters Score -454467.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -454519.562500 Penalty: 4086.707275
	Iteration 12Q: 3 clusters Score -454519.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -454579.125000 Penalty: 4086.707275
	Iteration 13Q: 3 clusters Score -454579.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -454635.000000 Penalty: 4086.707275
	Iteration 14Q: 3 clusters Score -454635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -454695.625000 Penalty: 4086.707275
	Iteration 15Q: 3 clusters Score -454695.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -454749.656250 Penalty: 4086.707275
	Iteration 16Q: 3 clusters Score -454749.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -454813.562500 Penalty: 4086.707275
	Iteration 17Q: 3 clusters Score -454813.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -454862.031250 Penalty: 4086.707275
	Iteration 18Q: 3 clusters Score -454862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -454892.406250 Penalty: 4086.707275
	Iteration 19Q: 3 clusters Score -454892.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -454924.312500 Penalty: 4086.707275
	Iteration 20F: 3 clusters Score -454924.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -454956.562500 Penalty: 4086.707275
	Iteration 21Q: 3 clusters Score -454956.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -454981.875000 Penalty: 4086.707275
	Iteration 22Q: 3 clusters Score -454981.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -455002.562500 Penalty: 4086.707275
	Iteration 23Q: 3 clusters Score -455002.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -455021.375000 Penalty: 4086.707275
	Iteration 24Q: 3 clusters Score -455021.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -455043.187500 Penalty: 4086.707275
	Iteration 25Q: 3 clusters Score -455043.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -455053.812500 Penalty: 4086.707275
	Iteration 26Q: 3 clusters Score -455053.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -455060.406250 Penalty: 4086.707275
	Iteration 27Q: 3 clusters Score -455060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -455063.562500 Penalty: 4086.707275
	Iteration 28Q: 3 clusters Score -455063.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -455066.781250 Penalty: 4086.707275
	Iteration 29Q: 3 clusters Score -455066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -455069.750000 Penalty: 4086.707275
	Iteration 30Q: 3 clusters Score -455069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -455070.906250 Penalty: 4086.707275
	Iteration 31Q: 3 clusters Score -455070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -455072.218750 Penalty: 4086.707275
	Iteration 32Q: 3 clusters Score -455072.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -455072.218750 Penalty: 4086.707275
	Iteration 33F: 3 clusters Score -455072.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185632 members 
Entering Unmasked Estep 
Score: -22968482.000000 Penalty: 3008.617188
	Iteration 0F: 2 clusters Score -2.296848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -22857414.000000 Penalty: 6017.234375
	Iteration 0F: 3 clusters Score -2.285741e+07 nChanged 89027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -22909058.000000 Penalty: 6017.234375
	Iteration 1F: 3 clusters Score -2.290906e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -22910404.000000 Penalty: 6017.234375
	Iteration 2Q: 3 clusters Score -2.29104e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105126 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -22912882.000000 Penalty: 6017.234375
	Iteration 3Q: 3 clusters Score -2.291288e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112111 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -22916712.000000 Penalty: 6017.234375
	Iteration 4Q: 3 clusters Score -2.291671e+07 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -22922786.000000 Penalty: 6017.234375
	Iteration 5F: 3 clusters Score -2.292279e+07 nChanged 13146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134988 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -22932320.000000 Penalty: 6017.234375
	Iteration 6F: 3 clusters Score -2.293232e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -22945624.000000 Penalty: 6017.234375
	Iteration 7F: 3 clusters Score -2.294562e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -22955826.000000 Penalty: 6017.234375
	Iteration 8F: 3 clusters Score -2.295583e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175576 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -22961350.000000 Penalty: 6017.234375
	Iteration 9F: 3 clusters Score -2.296135e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180756 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -22963770.000000 Penalty: 6017.234375
	Iteration 10Q: 3 clusters Score -2.296377e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183031 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22965028.000000 Penalty: 6017.234375
	Iteration 11Q: 3 clusters Score -2.296503e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183914 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22965436.000000 Penalty: 6017.234375
	Iteration 12Q: 3 clusters Score -2.296544e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184322 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22965684.000000 Penalty: 6017.234375
	Iteration 13Q: 3 clusters Score -2.296568e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22965818.000000 Penalty: 6017.234375
	Iteration 14Q: 3 clusters Score -2.296582e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184650 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22965952.000000 Penalty: 6017.234375
	Iteration 15Q: 3 clusters Score -2.296595e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184726 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22965990.000000 Penalty: 6017.234375
	Iteration 16Q: 3 clusters Score -2.296599e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184749 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22966050.000000 Penalty: 6017.234375
	Iteration 17Q: 3 clusters Score -2.296605e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184768 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -22966056.000000 Penalty: 6017.234375
	Iteration 18Q: 3 clusters Score -2.296606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184786 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22966060.000000 Penalty: 6017.234375
	Iteration 19Q: 3 clusters Score -2.296606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184797 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22966096.000000 Penalty: 6017.234375
	Iteration 20F: 3 clusters Score -2.29661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184805 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22966112.000000 Penalty: 6017.234375
	Iteration 21Q: 3 clusters Score -2.296611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184814 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -22966136.000000 Penalty: 6017.234375
	Iteration 22Q: 3 clusters Score -2.296614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184821 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -22966128.000000 Penalty: 6017.234375
	Iteration 23Q: 3 clusters Score -2.296613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184817 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -22966118.000000 Penalty: 6017.234375
	Iteration 24Q: 3 clusters Score -2.296612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184824 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22966122.000000 Penalty: 6017.234375
	Iteration 25Q: 3 clusters Score -2.296612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -22966126.000000 Penalty: 6017.234375
	Iteration 26Q: 3 clusters Score -2.296613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184832 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22966134.000000 Penalty: 6017.234375
	Iteration 27Q: 3 clusters Score -2.296613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184834 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22966144.000000 Penalty: 6017.234375
	Iteration 28Q: 3 clusters Score -2.296614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22966144.000000 Penalty: 6017.234375
	Iteration 29Q: 3 clusters Score -2.296614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184836 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22966142.000000 Penalty: 6017.234375
	Iteration 30Q: 3 clusters Score -2.296614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22966150.000000 Penalty: 6017.234375
	Iteration 31Q: 3 clusters Score -2.296615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22966142.000000 Penalty: 6017.234375
	Iteration 32Q: 3 clusters Score -2.296614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184841 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22966142.000000 Penalty: 6017.234375
	Iteration 33F: 3 clusters Score -2.296614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -141274.296875 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -141274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139242.359375 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -139242.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -139906.750000 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -139906.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -140392.515625 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -140392.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -140789.421875 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -140789.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -141027.593750 Penalty: 3576.199463
	Iteration 4F: 3 clusters Score -141027.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -141157.296875 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -141157.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141235.968750 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -141236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -141261.468750 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -141261.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -141267.578125 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -141267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141270.234375 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -141270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -141271.328125 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -141271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -141271.750000 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -141271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141272.562500 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -141272.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -141273.562500 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -141273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -141273.562500 Penalty: 3576.199463
	Iteration 14F: 3 clusters Score -141273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171621 members 
Entering Unmasked Estep 
Score: -21222634.000000 Penalty: 2989.154785
	Iteration 0F: 2 clusters Score -2.122263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -21111532.000000 Penalty: 5978.309570
	Iteration 0F: 3 clusters Score -2.111153e+07 nChanged 82177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -21159760.000000 Penalty: 5978.309570
	Iteration 1F: 3 clusters Score -2.115976e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -21161210.000000 Penalty: 5978.309570
	Iteration 2Q: 3 clusters Score -2.116121e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -21163500.000000 Penalty: 5978.309570
	Iteration 3Q: 3 clusters Score -2.11635e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95250 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -21167228.000000 Penalty: 5978.309570
	Iteration 4Q: 3 clusters Score -2.116723e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -21172850.000000 Penalty: 5978.309570
	Iteration 5F: 3 clusters Score -2.117285e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -21179900.000000 Penalty: 5978.309570
	Iteration 6F: 3 clusters Score -2.11799e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -21187706.000000 Penalty: 5978.309570
	Iteration 7F: 3 clusters Score -2.118771e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111458 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -21195162.000000 Penalty: 5978.309570
	Iteration 8F: 3 clusters Score -2.119516e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -21200098.000000 Penalty: 5978.309570
	Iteration 9F: 3 clusters Score -2.12001e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116001 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -21202938.000000 Penalty: 5978.309570
	Iteration 10Q: 3 clusters Score -2.120294e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117667 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -21204360.000000 Penalty: 5978.309570
	Iteration 11Q: 3 clusters Score -2.120436e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -21205172.000000 Penalty: 5978.309570
	Iteration 12Q: 3 clusters Score -2.120517e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -21205734.000000 Penalty: 5978.309570
	Iteration 13Q: 3 clusters Score -2.120573e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122986 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -21206354.000000 Penalty: 5978.309570
	Iteration 14Q: 3 clusters Score -2.120635e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -21206814.000000 Penalty: 5978.309570
	Iteration 15Q: 3 clusters Score -2.120681e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126869 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -21207376.000000 Penalty: 5978.309570
	Iteration 16Q: 3 clusters Score -2.120738e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129003 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -21208068.000000 Penalty: 5978.309570
	Iteration 17Q: 3 clusters Score -2.120807e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -21208800.000000 Penalty: 5978.309570
	Iteration 18Q: 3 clusters Score -2.12088e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -21209388.000000 Penalty: 5978.309570
	Iteration 19Q: 3 clusters Score -2.120939e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135606 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -21210108.000000 Penalty: 5978.309570
	Iteration 20F: 3 clusters Score -2.121011e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137921 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -21210950.000000 Penalty: 5978.309570
	Iteration 21Q: 3 clusters Score -2.121095e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -21211722.000000 Penalty: 5978.309570
	Iteration 22Q: 3 clusters Score -2.121172e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142776 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -21212560.000000 Penalty: 5978.309570
	Iteration 23Q: 3 clusters Score -2.121256e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145286 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -21213356.000000 Penalty: 5978.309570
	Iteration 24Q: 3 clusters Score -2.121336e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147747 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -21214204.000000 Penalty: 5978.309570
	Iteration 25Q: 3 clusters Score -2.12142e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -21214888.000000 Penalty: 5978.309570
	Iteration 26Q: 3 clusters Score -2.121489e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152412 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -21215604.000000 Penalty: 5978.309570
	Iteration 27Q: 3 clusters Score -2.12156e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -21216430.000000 Penalty: 5978.309570
	Iteration 28Q: 3 clusters Score -2.121643e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -21216964.000000 Penalty: 5978.309570
	Iteration 29Q: 3 clusters Score -2.121696e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158494 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -21217592.000000 Penalty: 5978.309570
	Iteration 30Q: 3 clusters Score -2.121759e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -21218228.000000 Penalty: 5978.309570
	Iteration 31Q: 3 clusters Score -2.121823e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161726 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -21218698.000000 Penalty: 5978.309570
	Iteration 32Q: 3 clusters Score -2.12187e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163007 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -21219046.000000 Penalty: 5978.309570
	Iteration 33Q: 3 clusters Score -2.121905e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164094 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -21219228.000000 Penalty: 5978.309570
	Iteration 34Q: 3 clusters Score -2.121923e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -21219494.000000 Penalty: 5978.309570
	Iteration 35Q: 3 clusters Score -2.121949e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165934 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -21219634.000000 Penalty: 5978.309570
	Iteration 36Q: 3 clusters Score -2.121963e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -21219684.000000 Penalty: 5978.309570
	Iteration 37Q: 3 clusters Score -2.121968e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -21219856.000000 Penalty: 5978.309570
	Iteration 38Q: 3 clusters Score -2.121986e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -21219932.000000 Penalty: 5978.309570
	Iteration 39Q: 3 clusters Score -2.121993e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167979 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -21220042.000000 Penalty: 5978.309570
	Iteration 40F: 3 clusters Score -2.122004e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168257 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -21220116.000000 Penalty: 5978.309570
	Iteration 41Q: 3 clusters Score -2.122012e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168484 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -21220170.000000 Penalty: 5978.309570
	Iteration 42Q: 3 clusters Score -2.122017e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -21220218.000000 Penalty: 5978.309570
	Iteration 43Q: 3 clusters Score -2.122022e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21220208.000000 Penalty: 5978.309570
	Iteration 44Q: 3 clusters Score -2.122021e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21220194.000000 Penalty: 5978.309570
	Iteration 45Q: 3 clusters Score -2.122019e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21220224.000000 Penalty: 5978.309570
	Iteration 46Q: 3 clusters Score -2.122022e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169153 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21220242.000000 Penalty: 5978.309570
	Iteration 47Q: 3 clusters Score -2.122024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -21220284.000000 Penalty: 5978.309570
	Iteration 48Q: 3 clusters Score -2.122028e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21220298.000000 Penalty: 5978.309570
	Iteration 49Q: 3 clusters Score -2.12203e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21220322.000000 Penalty: 5978.309570
	Iteration 50Q: 3 clusters Score -2.122032e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21220324.000000 Penalty: 5978.309570
	Iteration 51Q: 3 clusters Score -2.122032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21220320.000000 Penalty: 5978.309570
	Iteration 52Q: 3 clusters Score -2.122032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169478 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -21220308.000000 Penalty: 5978.309570
	Iteration 53Q: 3 clusters Score -2.122031e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -21220318.000000 Penalty: 5978.309570
	Iteration 54Q: 3 clusters Score -2.122032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21220356.000000 Penalty: 5978.309570
	Iteration 55Q: 3 clusters Score -2.122036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21220364.000000 Penalty: 5978.309570
	Iteration 56Q: 3 clusters Score -2.122036e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -21220370.000000 Penalty: 5978.309570
	Iteration 57Q: 3 clusters Score -2.122037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169659 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -21220368.000000 Penalty: 5978.309570
	Iteration 58Q: 3 clusters Score -2.122037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169684 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21220368.000000 Penalty: 5978.309570
	Iteration 59Q: 3 clusters Score -2.122037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5978.309570
	Iteration 60F: 3 clusters Score -2.12204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5978.309570
	Iteration 61Q: 3 clusters Score -2.122039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169743 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21220400.000000 Penalty: 5978.309570
	Iteration 62Q: 3 clusters Score -2.12204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169759 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5978.309570
	Iteration 63Q: 3 clusters Score -2.122039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169769 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -21220380.000000 Penalty: 5978.309570
	Iteration 64Q: 3 clusters Score -2.122038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21220386.000000 Penalty: 5978.309570
	Iteration 65Q: 3 clusters Score -2.122039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169783 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -21220376.000000 Penalty: 5978.309570
	Iteration 66Q: 3 clusters Score -2.122038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169789 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -21220376.000000 Penalty: 5978.309570
	Iteration 67Q: 3 clusters Score -2.122038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21220378.000000 Penalty: 5978.309570
	Iteration 68Q: 3 clusters Score -2.122038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5978.309570
	Iteration 69Q: 3 clusters Score -2.122039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21220392.000000 Penalty: 5978.309570
	Iteration 70Q: 3 clusters Score -2.122039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5978.309570
	Iteration 71Q: 3 clusters Score -2.12204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169800 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5978.309570
	Iteration 72Q: 3 clusters Score -2.122039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21220412.000000 Penalty: 5978.309570
	Iteration 73Q: 3 clusters Score -2.122041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169814 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5978.309570
	Iteration 74Q: 3 clusters Score -2.122039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169824 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -21220404.000000 Penalty: 5978.309570
	Iteration 75Q: 3 clusters Score -2.12204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169831 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -21220390.000000 Penalty: 5978.309570
	Iteration 76Q: 3 clusters Score -2.122039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169835 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -21220410.000000 Penalty: 5978.309570
	Iteration 77Q: 3 clusters Score -2.122041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21220402.000000 Penalty: 5978.309570
	Iteration 78Q: 3 clusters Score -2.12204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169836 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -21220402.000000 Penalty: 5978.309570
	Iteration 79Q: 3 clusters Score -2.12204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169838 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21220396.000000 Penalty: 5978.309570
	Iteration 80F: 3 clusters Score -2.12204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169839 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5978.309570
	Iteration 81Q: 3 clusters Score -2.12204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169842 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -21220392.000000 Penalty: 5978.309570
	Iteration 82Q: 3 clusters Score -2.122039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21220388.000000 Penalty: 5978.309570
	Iteration 83Q: 3 clusters Score -2.122039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169850 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -21220394.000000 Penalty: 5978.309570
	Iteration 84Q: 3 clusters Score -2.122039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -21220404.000000 Penalty: 5978.309570
	Iteration 85Q: 3 clusters Score -2.12204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21220404.000000 Penalty: 5978.309570
	Iteration 86Q: 3 clusters Score -2.12204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21220404.000000 Penalty: 5978.309570
	Iteration 87Q: 3 clusters Score -2.12204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169860 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21220400.000000 Penalty: 5978.309570
	Iteration 88Q: 3 clusters Score -2.12204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169862 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -21220410.000000 Penalty: 5978.309570
	Iteration 89Q: 3 clusters Score -2.122041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21220396.000000 Penalty: 5978.309570
	Iteration 90Q: 3 clusters Score -2.12204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169865 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5978.309570
	Iteration 91Q: 3 clusters Score -2.12204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169865 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21220398.000000 Penalty: 5978.309570
	Iteration 92F: 3 clusters Score -2.12204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Entering Unmasked Estep 
Score: -6825630.500000 Penalty: 2707.360840
	Iteration 0F: 2 clusters Score -6825630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6788756.000000 Penalty: 5414.721680
	Iteration 0F: 3 clusters Score -6788756 nChanged 25428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6802940.000000 Penalty: 5414.721680
	Iteration 1F: 3 clusters Score -6802940 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -6803572.000000 Penalty: 5414.721680
	Iteration 2Q: 3 clusters Score -6803572 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -6804347.500000 Penalty: 5414.721680
	Iteration 3Q: 3 clusters Score -6804348 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -6805395.000000 Penalty: 5414.721680
	Iteration 4Q: 3 clusters Score -6805395 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6807030.000000 Penalty: 5414.721680
	Iteration 5F: 3 clusters Score -6807030 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -6809569.500000 Penalty: 5414.721680
	Iteration 6F: 3 clusters Score -6809570 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -6813053.000000 Penalty: 5414.721680
	Iteration 7F: 3 clusters Score -6813053 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6816869.000000 Penalty: 5414.721680
	Iteration 8F: 3 clusters Score -6816869 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -6819866.500000 Penalty: 5414.721680
	Iteration 9F: 3 clusters Score -6819866 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -6821531.000000 Penalty: 5414.721680
	Iteration 10Q: 3 clusters Score -6821531 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6822524.500000 Penalty: 5414.721680
	Iteration 11Q: 3 clusters Score -6822524 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6823065.000000 Penalty: 5414.721680
	Iteration 12Q: 3 clusters Score -6823065 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6823380.000000 Penalty: 5414.721680
	Iteration 13Q: 3 clusters Score -6823380 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6823522.500000 Penalty: 5414.721680
	Iteration 14Q: 3 clusters Score -6823522 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6823601.000000 Penalty: 5414.721680
	Iteration 15Q: 3 clusters Score -6823601 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6823652.500000 Penalty: 5414.721680
	Iteration 16Q: 3 clusters Score -6823652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6823705.000000 Penalty: 5414.721680
	Iteration 17Q: 3 clusters Score -6823705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6823722.500000 Penalty: 5414.721680
	Iteration 18Q: 3 clusters Score -6823722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6823754.000000 Penalty: 5414.721680
	Iteration 19Q: 3 clusters Score -6823754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6823781.000000 Penalty: 5414.721680
	Iteration 20F: 3 clusters Score -6823781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6823810.500000 Penalty: 5414.721680
	Iteration 21Q: 3 clusters Score -6823810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6823817.000000 Penalty: 5414.721680
	Iteration 22Q: 3 clusters Score -6823817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -6823819.500000 Penalty: 5414.721680
	Iteration 23Q: 3 clusters Score -6823820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6823827.000000 Penalty: 5414.721680
	Iteration 24Q: 3 clusters Score -6823827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6823840.000000 Penalty: 5414.721680
	Iteration 25Q: 3 clusters Score -6823840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6823853.500000 Penalty: 5414.721680
	Iteration 26Q: 3 clusters Score -6823854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6823852.500000 Penalty: 5414.721680
	Iteration 27Q: 3 clusters Score -6823852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6823850.000000 Penalty: 5414.721680
	Iteration 28Q: 3 clusters Score -6823850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6823869.500000 Penalty: 5414.721680
	Iteration 29Q: 3 clusters Score -6823870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6823877.500000 Penalty: 5414.721680
	Iteration 30Q: 3 clusters Score -6823878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6823874.500000 Penalty: 5414.721680
	Iteration 31Q: 3 clusters Score -6823874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6823884.000000 Penalty: 5414.721680
	Iteration 32Q: 3 clusters Score -6823884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6823882.000000 Penalty: 5414.721680
	Iteration 33Q: 3 clusters Score -6823882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6823891.500000 Penalty: 5414.721680
	Iteration 34Q: 3 clusters Score -6823892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6823894.000000 Penalty: 5414.721680
	Iteration 35Q: 3 clusters Score -6823894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6823887.000000 Penalty: 5414.721680
	Iteration 36Q: 3 clusters Score -6823887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6823896.000000 Penalty: 5414.721680
	Iteration 37Q: 3 clusters Score -6823896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6823890.000000 Penalty: 5414.721680
	Iteration 38Q: 3 clusters Score -6823890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6823885.500000 Penalty: 5414.721680
	Iteration 39Q: 3 clusters Score -6823886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6823891.000000 Penalty: 5414.721680
	Iteration 40F: 3 clusters Score -6823891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53949 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6823898.500000 Penalty: 5414.721680
	Iteration 41Q: 3 clusters Score -6823898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6823898.500000 Penalty: 5414.721680
	Iteration 42Q: 3 clusters Score -6823898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6823899.000000 Penalty: 5414.721680
	Iteration 43Q: 3 clusters Score -6823899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6823899.000000 Penalty: 5414.721680
	Iteration 44F: 3 clusters Score -6823899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (141720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141720 members 
Entering Unmasked Estep 
Score: -17582974.000000 Penalty: 2941.678955
	Iteration 0F: 2 clusters Score -1.758297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -17488472.000000 Penalty: 5883.357910
	Iteration 0F: 3 clusters Score -1.748847e+07 nChanged 67461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -17527504.000000 Penalty: 5883.357910
	Iteration 1F: 3 clusters Score -1.75275e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -17528566.000000 Penalty: 5883.357910
	Iteration 2Q: 3 clusters Score -1.752857e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -17529456.000000 Penalty: 5883.357910
	Iteration 3Q: 3 clusters Score -1.752946e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -17530648.000000 Penalty: 5883.357910
	Iteration 4Q: 3 clusters Score -1.753065e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -17532090.000000 Penalty: 5883.357910
	Iteration 5Q: 3 clusters Score -1.753209e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -17534148.000000 Penalty: 5883.357910
	Iteration 6Q: 3 clusters Score -1.753415e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -17536318.000000 Penalty: 5883.357910
	Iteration 7Q: 3 clusters Score -1.753632e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -17539008.000000 Penalty: 5883.357910
	Iteration 8Q: 3 clusters Score -1.753901e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -17542476.000000 Penalty: 5883.357910
	Iteration 9Q: 3 clusters Score -1.754248e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 90938 members 
Entering Unmasked Estep 
Score: -17546698.000000 Penalty: 5883.357910
	Iteration 10Q: 3 clusters Score -1.75467e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 94950 members 
Entering Unmasked Estep 
Score: -17551784.000000 Penalty: 5883.357910
	Iteration 11F: 3 clusters Score -1.755178e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -17556636.000000 Penalty: 5883.357910
	Iteration 12Q: 3 clusters Score -1.755664e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -17560440.000000 Penalty: 5883.357910
	Iteration 13Q: 3 clusters Score -1.756044e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 103135 members 
Entering Unmasked Estep 
Score: -17562356.000000 Penalty: 5883.357910
	Iteration 14Q: 3 clusters Score -1.756236e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 105159 members 
Entering Unmasked Estep 
Score: -17563418.000000 Penalty: 5883.357910
	Iteration 15Q: 3 clusters Score -1.756342e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -17564304.000000 Penalty: 5883.357910
	Iteration 16Q: 3 clusters Score -1.75643e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -17565094.000000 Penalty: 5883.357910
	Iteration 17Q: 3 clusters Score -1.756509e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 111336 members 
Entering Unmasked Estep 
Score: -17565850.000000 Penalty: 5883.357910
	Iteration 18Q: 3 clusters Score -1.756585e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 113479 members 
Entering Unmasked Estep 
Score: -17566674.000000 Penalty: 5883.357910
	Iteration 19Q: 3 clusters Score -1.756667e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 115680 members 
Entering Unmasked Estep 
Score: -17567486.000000 Penalty: 5883.357910
	Iteration 20F: 3 clusters Score -1.756749e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -17568306.000000 Penalty: 5883.357910
	Iteration 21Q: 3 clusters Score -1.756831e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 120035 members 
Entering Unmasked Estep 
Score: -17569178.000000 Penalty: 5883.357910
	Iteration 22Q: 3 clusters Score -1.756918e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -17570024.000000 Penalty: 5883.357910
	Iteration 23Q: 3 clusters Score -1.757002e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -17570968.000000 Penalty: 5883.357910
	Iteration 24Q: 3 clusters Score -1.757097e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 126365 members 
Entering Unmasked Estep 
Score: -17571890.000000 Penalty: 5883.357910
	Iteration 25Q: 3 clusters Score -1.757189e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 128457 members 
Entering Unmasked Estep 
Score: -17573082.000000 Penalty: 5883.357910
	Iteration 26Q: 3 clusters Score -1.757308e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 130383 members 
Entering Unmasked Estep 
Score: -17574140.000000 Penalty: 5883.357910
	Iteration 27Q: 3 clusters Score -1.757414e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 132200 members 
Entering Unmasked Estep 
Score: -17575142.000000 Penalty: 5883.357910
	Iteration 28Q: 3 clusters Score -1.757514e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 133858 members 
Entering Unmasked Estep 
Score: -17576016.000000 Penalty: 5883.357910
	Iteration 29Q: 3 clusters Score -1.757602e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 135341 members 
Entering Unmasked Estep 
Score: -17576826.000000 Penalty: 5883.357910
	Iteration 30Q: 3 clusters Score -1.757683e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -17577544.000000 Penalty: 5883.357910
	Iteration 31Q: 3 clusters Score -1.757754e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 137702 members 
Entering Unmasked Estep 
Score: -17578232.000000 Penalty: 5883.357910
	Iteration 32Q: 3 clusters Score -1.757823e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 138612 members 
Entering Unmasked Estep 
Score: -17578764.000000 Penalty: 5883.357910
	Iteration 33Q: 3 clusters Score -1.757876e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 139351 members 
Entering Unmasked Estep 
Score: -17579176.000000 Penalty: 5883.357910
	Iteration 34Q: 3 clusters Score -1.757918e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 139884 members 
Entering Unmasked Estep 
Score: -17579500.000000 Penalty: 5883.357910
	Iteration 35Q: 3 clusters Score -1.75795e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -17579798.000000 Penalty: 5883.357910
	Iteration 36Q: 3 clusters Score -1.75798e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 140515 members 
Entering Unmasked Estep 
Score: -17579976.000000 Penalty: 5883.357910
	Iteration 37Q: 3 clusters Score -1.757998e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 140696 members 
Entering Unmasked Estep 
Score: -17580078.000000 Penalty: 5883.357910
	Iteration 38Q: 3 clusters Score -1.758008e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 140805 members 
Entering Unmasked Estep 
Score: -17580130.000000 Penalty: 5883.357910
	Iteration 39Q: 3 clusters Score -1.758013e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 140895 members 
Entering Unmasked Estep 
Score: -17580200.000000 Penalty: 5883.357910
	Iteration 40F: 3 clusters Score -1.75802e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -17580240.000000 Penalty: 5883.357910
	Iteration 41Q: 3 clusters Score -1.758024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 141010 members 
Entering Unmasked Estep 
Score: -17580298.000000 Penalty: 5883.357910
	Iteration 42Q: 3 clusters Score -1.75803e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 141045 members 
Entering Unmasked Estep 
Score: -17580324.000000 Penalty: 5883.357910
	Iteration 43Q: 3 clusters Score -1.758032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -17580346.000000 Penalty: 5883.357910
	Iteration 44Q: 3 clusters Score -1.758035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -17580372.000000 Penalty: 5883.357910
	Iteration 45Q: 3 clusters Score -1.758037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 141112 members 
Entering Unmasked Estep 
Score: -17580400.000000 Penalty: 5883.357910
	Iteration 46Q: 3 clusters Score -1.75804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 141125 members 
Entering Unmasked Estep 
Score: -17580422.000000 Penalty: 5883.357910
	Iteration 47Q: 3 clusters Score -1.758042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 141133 members 
Entering Unmasked Estep 
Score: -17580424.000000 Penalty: 5883.357910
	Iteration 48Q: 3 clusters Score -1.758042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 141138 members 
Entering Unmasked Estep 
Score: -17580420.000000 Penalty: 5883.357910
	Iteration 49Q: 3 clusters Score -1.758042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -17580420.000000 Penalty: 5883.357910
	Iteration 50Q: 3 clusters Score -1.758042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 141150 members 
Entering Unmasked Estep 
Score: -17580428.000000 Penalty: 5883.357910
	Iteration 51Q: 3 clusters Score -1.758043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 141158 members 
Entering Unmasked Estep 
Score: -17580440.000000 Penalty: 5883.357910
	Iteration 52Q: 3 clusters Score -1.758044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -17580434.000000 Penalty: 5883.357910
	Iteration 53Q: 3 clusters Score -1.758043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 141167 members 
Entering Unmasked Estep 
Score: -17580448.000000 Penalty: 5883.357910
	Iteration 54Q: 3 clusters Score -1.758045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 141170 members 
Entering Unmasked Estep 
Score: -17580436.000000 Penalty: 5883.357910
	Iteration 55Q: 3 clusters Score -1.758044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 141172 members 
Entering Unmasked Estep 
Score: -17580426.000000 Penalty: 5883.357910
	Iteration 56Q: 3 clusters Score -1.758043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 141177 members 
Entering Unmasked Estep 
Score: -17580412.000000 Penalty: 5883.357910
	Iteration 57Q: 3 clusters Score -1.758041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 141183 members 
Entering Unmasked Estep 
Score: -17580428.000000 Penalty: 5883.357910
	Iteration 58Q: 3 clusters Score -1.758043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -17580426.000000 Penalty: 5883.357910
	Iteration 59Q: 3 clusters Score -1.758043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 141189 members 
Entering Unmasked Estep 
Score: -17580422.000000 Penalty: 5883.357910
	Iteration 60F: 3 clusters Score -1.758042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -17580426.000000 Penalty: 5883.357910
	Iteration 61Q: 3 clusters Score -1.758043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -17580426.000000 Penalty: 5883.357910
	Iteration 62F: 3 clusters Score -1.758043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Entering Unmasked Estep 
Score: -804027.500000 Penalty: 2191.600830
	Iteration 0F: 2 clusters Score -804027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -798285.125000 Penalty: 4383.201660
	Iteration 0F: 3 clusters Score -798285.1 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -799842.062500 Penalty: 4383.201660
	Iteration 1F: 3 clusters Score -799842.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -800125.562500 Penalty: 4383.201660
	Iteration 2F: 3 clusters Score -800125.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -800335.250000 Penalty: 4383.201660
	Iteration 3F: 3 clusters Score -800335.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -800489.562500 Penalty: 4383.201660
	Iteration 4Q: 3 clusters Score -800489.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -800615.812500 Penalty: 4383.201660
	Iteration 5Q: 3 clusters Score -800615.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -800733.250000 Penalty: 4383.201660
	Iteration 6Q: 3 clusters Score -800733.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -800835.625000 Penalty: 4383.201660
	Iteration 7Q: 3 clusters Score -800835.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -800951.562500 Penalty: 4383.201660
	Iteration 8Q: 3 clusters Score -800951.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -801071.437500 Penalty: 4383.201660
	Iteration 9Q: 3 clusters Score -801071.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -801198.687500 Penalty: 4383.201660
	Iteration 10Q: 3 clusters Score -801198.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -801345.125000 Penalty: 4383.201660
	Iteration 11Q: 3 clusters Score -801345.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -801493.062500 Penalty: 4383.201660
	Iteration 12Q: 3 clusters Score -801493.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -801658.125000 Penalty: 4383.201660
	Iteration 13Q: 3 clusters Score -801658.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -801782.500000 Penalty: 4383.201660
	Iteration 14Q: 3 clusters Score -801782.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -801912.750000 Penalty: 4383.201660
	Iteration 15Q: 3 clusters Score -801912.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -802018.937500 Penalty: 4383.201660
	Iteration 16Q: 3 clusters Score -802018.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -802099.437500 Penalty: 4383.201660
	Iteration 17Q: 3 clusters Score -802099.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -802197.625000 Penalty: 4383.201660
	Iteration 18Q: 3 clusters Score -802197.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -802314.062500 Penalty: 4383.201660
	Iteration 19Q: 3 clusters Score -802314.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -802424.375000 Penalty: 4383.201660
	Iteration 20F: 3 clusters Score -802424.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -802546.812500 Penalty: 4383.201660
	Iteration 21Q: 3 clusters Score -802546.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -802680.812500 Penalty: 4383.201660
	Iteration 22Q: 3 clusters Score -802680.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -802839.687500 Penalty: 4383.201660
	Iteration 23Q: 3 clusters Score -802839.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -803053.875000 Penalty: 4383.201660
	Iteration 24Q: 3 clusters Score -803053.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -803298.250000 Penalty: 4383.201660
	Iteration 25Q: 3 clusters Score -803298.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -803511.250000 Penalty: 4383.201660
	Iteration 26Q: 3 clusters Score -803511.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -803590.312500 Penalty: 4383.201660
	Iteration 27Q: 3 clusters Score -803590.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -803627.000000 Penalty: 4383.201660
	Iteration 28Q: 3 clusters Score -803627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -803643.562500 Penalty: 4383.201660
	Iteration 29Q: 3 clusters Score -803643.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -803652.500000 Penalty: 4383.201660
	Iteration 30Q: 3 clusters Score -803652.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -803659.625000 Penalty: 4383.201660
	Iteration 31Q: 3 clusters Score -803659.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -803663.625000 Penalty: 4383.201660
	Iteration 32Q: 3 clusters Score -803663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -803664.875000 Penalty: 4383.201660
	Iteration 33Q: 3 clusters Score -803664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -803666.687500 Penalty: 4383.201660
	Iteration 34Q: 3 clusters Score -803666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -803666.937500 Penalty: 4383.201660
	Iteration 35Q: 3 clusters Score -803666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -803666.937500 Penalty: 4383.201660
	Iteration 36F: 3 clusters Score -803666.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 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 733 members 
Entering Unmasked Estep 
Score: -155816.359375 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155816.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -156268.265625 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156268.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -156615.421875 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156615.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157041.203125 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -157041.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -157459.687500 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -157459.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157908.218750 Penalty: 3618.347900
	Iteration 5F: 3 clusters Score -157908.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158189.921875 Penalty: 3618.347900
	Iteration 6F: 3 clusters Score -158189.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -158314.078125 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -158314.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -158433.515625 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -158433.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -158519.531250 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -158519.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -158685.593750 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -158685.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158827.750000 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -158827.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158957.890625 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -158957.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -158999.515625 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -158999.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159044.359375 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -159044.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -159122.890625 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -159122.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -159197.812500 Penalty: 3618.347900
	Iteration 16Q: 3 clusters Score -159197.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -159226.984375 Penalty: 3618.347900
	Iteration 17Q: 3 clusters Score -159227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159240.890625 Penalty: 3618.347900
	Iteration 18Q: 3 clusters Score -159240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159250.281250 Penalty: 3618.347900
	Iteration 19Q: 3 clusters Score -159250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159253.515625 Penalty: 3618.347900
	Iteration 20F: 3 clusters Score -159253.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159257.625000 Penalty: 3618.347900
	Iteration 21Q: 3 clusters Score -159257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -159261.484375 Penalty: 3618.347900
	Iteration 22Q: 3 clusters Score -159261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159265.546875 Penalty: 3618.347900
	Iteration 23Q: 3 clusters Score -159265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159269.031250 Penalty: 3618.347900
	Iteration 24Q: 3 clusters Score -159269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159278.609375 Penalty: 3618.347900
	Iteration 25Q: 3 clusters Score -159278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159285.187500 Penalty: 3618.347900
	Iteration 26Q: 3 clusters Score -159285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -159292.734375 Penalty: 3618.347900
	Iteration 27Q: 3 clusters Score -159292.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159297.796875 Penalty: 3618.347900
	Iteration 28Q: 3 clusters Score -159297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159302.859375 Penalty: 3618.347900
	Iteration 29Q: 3 clusters Score -159302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159308.500000 Penalty: 3618.347900
	Iteration 30Q: 3 clusters Score -159308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159311.250000 Penalty: 3618.347900
	Iteration 31Q: 3 clusters Score -159311.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -159314.625000 Penalty: 3618.347900
	Iteration 32Q: 3 clusters Score -159314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -159318.421875 Penalty: 3618.347900
	Iteration 33Q: 3 clusters Score -159318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -159320.781250 Penalty: 3618.347900
	Iteration 34Q: 3 clusters Score -159320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159321.421875 Penalty: 3618.347900
	Iteration 35Q: 3 clusters Score -159321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -159321.421875 Penalty: 3618.347900
	Iteration 36F: 3 clusters Score -159321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 75639 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185632 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171621 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 141720 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 731 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194127 members 
Mstep: Class 13 contains 66544 members 
Mstep: Class 14 contains 166207 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171181 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89796 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 16373 members 
Mstep: Class 23 contains 162219 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14270 members 
Mstep: Class 26 contains 742 members 
Entering Unmasked Estep 
Score: -194679536.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194680288.000000 to -194679536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79627.968750 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79627.97 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79859.226562 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79859.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79943.851562 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79943.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79998.695312 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -79998.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80050.062500 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -80050.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80114.429688 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80114.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80166.843750 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80166.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80216.804688 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80249.476562 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80249.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80305.835938 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80305.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80370.218750 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80370.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80413.585938 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80413.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80466.210938 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80466.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80521.312500 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80521.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80553.093750 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80553.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80602.000000 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80682.085938 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -80682.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80728.750000 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -80728.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80758.953125 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -80758.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80772.039062 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -80772.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80778.554688 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -80778.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80785.890625 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -80785.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80795.414062 Penalty: 3270.149902
	Iteration 22Q: 3 clusters Score -80795.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80807.429688 Penalty: 3270.149902
	Iteration 23Q: 3 clusters Score -80807.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80821.015625 Penalty: 3270.149902
	Iteration 24Q: 3 clusters Score -80821.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80852.328125 Penalty: 3270.149902
	Iteration 25Q: 3 clusters Score -80852.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80889.703125 Penalty: 3270.149902
	Iteration 26Q: 3 clusters Score -80889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80916.304688 Penalty: 3270.149902
	Iteration 27Q: 3 clusters Score -80916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80936.812500 Penalty: 3270.149902
	Iteration 28Q: 3 clusters Score -80936.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80962.320312 Penalty: 3270.149902
	Iteration 29Q: 3 clusters Score -80962.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80977.382812 Penalty: 3270.149902
	Iteration 30Q: 3 clusters Score -80977.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80987.109375 Penalty: 3270.149902
	Iteration 31Q: 3 clusters Score -80987.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80992.835938 Penalty: 3270.149902
	Iteration 32Q: 3 clusters Score -80992.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80994.281250 Penalty: 3270.149902
	Iteration 33Q: 3 clusters Score -80994.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80994.281250 Penalty: 3270.149902
	Iteration 34F: 3 clusters Score -80994.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194127 members 
Entering Unmasked Estep 
Score: -23796368.000000 Penalty: 3019.714355
	Iteration 0F: 2 clusters Score -2.379637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -23673266.000000 Penalty: 6039.428711
	Iteration 0F: 3 clusters Score -2.367327e+07 nChanged 93291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -23727688.000000 Penalty: 6039.428711
	Iteration 1F: 3 clusters Score -2.372769e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -23728706.000000 Penalty: 6039.428711
	Iteration 2Q: 3 clusters Score -2.372871e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -23730388.000000 Penalty: 6039.428711
	Iteration 3Q: 3 clusters Score -2.373039e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118048 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -23733244.000000 Penalty: 6039.428711
	Iteration 4Q: 3 clusters Score -2.373324e+07 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129293 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -23739638.000000 Penalty: 6039.428711
	Iteration 5F: 3 clusters Score -2.373964e+07 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145211 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -23752090.000000 Penalty: 6039.428711
	Iteration 6F: 3 clusters Score -2.375209e+07 nChanged 18953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164156 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -23769190.000000 Penalty: 6039.428711
	Iteration 7F: 3 clusters Score -2.376919e+07 nChanged 17095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -23784158.000000 Penalty: 6039.428711
	Iteration 8F: 3 clusters Score -2.378416e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190442 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -23790924.000000 Penalty: 6039.428711
	Iteration 9Q: 3 clusters Score -2.379092e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193224 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -23792894.000000 Penalty: 6039.428711
	Iteration 10Q: 3 clusters Score -2.379289e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193825 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23793422.000000 Penalty: 6039.428711
	Iteration 11Q: 3 clusters Score -2.379342e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193913 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23793546.000000 Penalty: 6039.428711
	Iteration 12Q: 3 clusters Score -2.379355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193933 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23793576.000000 Penalty: 6039.428711
	Iteration 13Q: 3 clusters Score -2.379358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193943 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23793628.000000 Penalty: 6039.428711
	Iteration 14Q: 3 clusters Score -2.379363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193956 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23793684.000000 Penalty: 6039.428711
	Iteration 15Q: 3 clusters Score -2.379368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193960 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23793686.000000 Penalty: 6039.428711
	Iteration 16Q: 3 clusters Score -2.379369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193963 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23793692.000000 Penalty: 6039.428711
	Iteration 17Q: 3 clusters Score -2.379369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23793710.000000 Penalty: 6039.428711
	Iteration 18Q: 3 clusters Score -2.379371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23793716.000000 Penalty: 6039.428711
	Iteration 19Q: 3 clusters Score -2.379372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23793718.000000 Penalty: 6039.428711
	Iteration 20F: 3 clusters Score -2.379372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23793716.000000 Penalty: 6039.428711
	Iteration 21Q: 3 clusters Score -2.379372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23793718.000000 Penalty: 6039.428711
	Iteration 22Q: 3 clusters Score -2.379372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23793712.000000 Penalty: 6039.428711
	Iteration 23Q: 3 clusters Score -2.379371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23793718.000000 Penalty: 6039.428711
	Iteration 24Q: 3 clusters Score -2.379372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23793718.000000 Penalty: 6039.428711
	Iteration 25F: 3 clusters Score -2.379372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Entering Unmasked Estep 
Score: -7910298.500000 Penalty: 2754.193359
	Iteration 0F: 2 clusters Score -7910298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -7865702.000000 Penalty: 5508.386719
	Iteration 0F: 3 clusters Score -7865702 nChanged 31091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -7883442.000000 Penalty: 5508.386719
	Iteration 1F: 3 clusters Score -7883442 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -7884069.500000 Penalty: 5508.386719
	Iteration 2Q: 3 clusters Score -7884070 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -7884861.500000 Penalty: 5508.386719
	Iteration 3Q: 3 clusters Score -7884862 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -7885831.000000 Penalty: 5508.386719
	Iteration 4Q: 3 clusters Score -7885831 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7887286.000000 Penalty: 5508.386719
	Iteration 5Q: 3 clusters Score -7887286 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -7889526.000000 Penalty: 5508.386719
	Iteration 6F: 3 clusters Score -7889526 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -7892695.000000 Penalty: 5508.386719
	Iteration 7F: 3 clusters Score -7892695 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -7896865.000000 Penalty: 5508.386719
	Iteration 8F: 3 clusters Score -7896865 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -7901068.500000 Penalty: 5508.386719
	Iteration 9F: 3 clusters Score -7901068 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7904189.000000 Penalty: 5508.386719
	Iteration 10F: 3 clusters Score -7904189 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7906077.500000 Penalty: 5508.386719
	Iteration 11Q: 3 clusters Score -7906078 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7907003.000000 Penalty: 5508.386719
	Iteration 12Q: 3 clusters Score -7907003 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7907462.500000 Penalty: 5508.386719
	Iteration 13Q: 3 clusters Score -7907462 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7907683.500000 Penalty: 5508.386719
	Iteration 14Q: 3 clusters Score -7907684 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7907802.500000 Penalty: 5508.386719
	Iteration 15Q: 3 clusters Score -7907802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7907859.500000 Penalty: 5508.386719
	Iteration 16Q: 3 clusters Score -7907860 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7907897.000000 Penalty: 5508.386719
	Iteration 17Q: 3 clusters Score -7907897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7907935.500000 Penalty: 5508.386719
	Iteration 18Q: 3 clusters Score -7907936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7907953.500000 Penalty: 5508.386719
	Iteration 19Q: 3 clusters Score -7907954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7907981.500000 Penalty: 5508.386719
	Iteration 20F: 3 clusters Score -7907982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7908002.500000 Penalty: 5508.386719
	Iteration 21Q: 3 clusters Score -7908002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7908005.000000 Penalty: 5508.386719
	Iteration 22Q: 3 clusters Score -7908005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7908021.500000 Penalty: 5508.386719
	Iteration 23Q: 3 clusters Score -7908022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7908027.000000 Penalty: 5508.386719
	Iteration 24Q: 3 clusters Score -7908027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7908031.500000 Penalty: 5508.386719
	Iteration 25Q: 3 clusters Score -7908032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65848 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7908047.000000 Penalty: 5508.386719
	Iteration 26Q: 3 clusters Score -7908047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7908055.000000 Penalty: 5508.386719
	Iteration 27Q: 3 clusters Score -7908055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7908064.000000 Penalty: 5508.386719
	Iteration 28Q: 3 clusters Score -7908064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7908070.000000 Penalty: 5508.386719
	Iteration 29Q: 3 clusters Score -7908070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7908073.500000 Penalty: 5508.386719
	Iteration 30Q: 3 clusters Score -7908074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7908085.500000 Penalty: 5508.386719
	Iteration 31Q: 3 clusters Score -7908086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7908088.500000 Penalty: 5508.386719
	Iteration 32Q: 3 clusters Score -7908088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7908085.000000 Penalty: 5508.386719
	Iteration 33Q: 3 clusters Score -7908085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7908086.000000 Penalty: 5508.386719
	Iteration 34Q: 3 clusters Score -7908086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7908089.500000 Penalty: 5508.386719
	Iteration 35Q: 3 clusters Score -7908090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7908096.500000 Penalty: 5508.386719
	Iteration 36Q: 3 clusters Score -7908096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7908099.500000 Penalty: 5508.386719
	Iteration 37Q: 3 clusters Score -7908100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7908099.500000 Penalty: 5508.386719
	Iteration 38F: 3 clusters Score -7908100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166207 members 
Entering Unmasked Estep 
Score: -20588676.000000 Penalty: 2981.205322
	Iteration 0F: 2 clusters Score -2.058868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -20479848.000000 Penalty: 5962.410645
	Iteration 0F: 3 clusters Score -2.047985e+07 nChanged 79434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -20526592.000000 Penalty: 5962.410645
	Iteration 1F: 3 clusters Score -2.052659e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -20528034.000000 Penalty: 5962.410645
	Iteration 2Q: 3 clusters Score -2.052803e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -20530130.000000 Penalty: 5962.410645
	Iteration 3Q: 3 clusters Score -2.053013e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -20532932.000000 Penalty: 5962.410645
	Iteration 4Q: 3 clusters Score -2.053293e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -20536712.000000 Penalty: 5962.410645
	Iteration 5Q: 3 clusters Score -2.053671e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -20542122.000000 Penalty: 5962.410645
	Iteration 6F: 3 clusters Score -2.054212e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -20549108.000000 Penalty: 5962.410645
	Iteration 7F: 3 clusters Score -2.054911e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117984 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -20558646.000000 Penalty: 5962.410645
	Iteration 8F: 3 clusters Score -2.055865e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128433 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -20568186.000000 Penalty: 5962.410645
	Iteration 9F: 3 clusters Score -2.056819e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137064 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -20575570.000000 Penalty: 5962.410645
	Iteration 10F: 3 clusters Score -2.057557e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -20580406.000000 Penalty: 5962.410645
	Iteration 11Q: 3 clusters Score -2.058041e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147679 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -20583234.000000 Penalty: 5962.410645
	Iteration 12Q: 3 clusters Score -2.058323e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -20584924.000000 Penalty: 5962.410645
	Iteration 13Q: 3 clusters Score -2.058492e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -20586098.000000 Penalty: 5962.410645
	Iteration 14Q: 3 clusters Score -2.05861e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155311 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -20586810.000000 Penalty: 5962.410645
	Iteration 15Q: 3 clusters Score -2.058681e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156858 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -20587466.000000 Penalty: 5962.410645
	Iteration 16Q: 3 clusters Score -2.058747e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158028 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -20587752.000000 Penalty: 5962.410645
	Iteration 17Q: 3 clusters Score -2.058775e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158947 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -20588008.000000 Penalty: 5962.410645
	Iteration 18Q: 3 clusters Score -2.058801e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159747 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -20588178.000000 Penalty: 5962.410645
	Iteration 19Q: 3 clusters Score -2.058818e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -20588358.000000 Penalty: 5962.410645
	Iteration 20F: 3 clusters Score -2.058836e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -20588476.000000 Penalty: 5962.410645
	Iteration 21Q: 3 clusters Score -2.058848e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -20588522.000000 Penalty: 5962.410645
	Iteration 22Q: 3 clusters Score -2.058852e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -20588540.000000 Penalty: 5962.410645
	Iteration 23Q: 3 clusters Score -2.058854e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162040 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -20588638.000000 Penalty: 5962.410645
	Iteration 24Q: 3 clusters Score -2.058864e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162296 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20588650.000000 Penalty: 5962.410645
	Iteration 25Q: 3 clusters Score -2.058865e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -20588614.000000 Penalty: 5962.410645
	Iteration 26Q: 3 clusters Score -2.058861e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -20588616.000000 Penalty: 5962.410645
	Iteration 27Q: 3 clusters Score -2.058862e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162777 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -20588620.000000 Penalty: 5962.410645
	Iteration 28Q: 3 clusters Score -2.058862e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162901 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -20588644.000000 Penalty: 5962.410645
	Iteration 29Q: 3 clusters Score -2.058864e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20588614.000000 Penalty: 5962.410645
	Iteration 30Q: 3 clusters Score -2.058861e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163105 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -20588584.000000 Penalty: 5962.410645
	Iteration 31Q: 3 clusters Score -2.058858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163166 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -20588566.000000 Penalty: 5962.410645
	Iteration 32Q: 3 clusters Score -2.058857e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -20588548.000000 Penalty: 5962.410645
	Iteration 33Q: 3 clusters Score -2.058855e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -20588546.000000 Penalty: 5962.410645
	Iteration 34Q: 3 clusters Score -2.058855e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -20588554.000000 Penalty: 5962.410645
	Iteration 35Q: 3 clusters Score -2.058855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -20588554.000000 Penalty: 5962.410645
	Iteration 36Q: 3 clusters Score -2.058855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -20588548.000000 Penalty: 5962.410645
	Iteration 37Q: 3 clusters Score -2.058855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -20588556.000000 Penalty: 5962.410645
	Iteration 38Q: 3 clusters Score -2.058856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -20588558.000000 Penalty: 5962.410645
	Iteration 39Q: 3 clusters Score -2.058856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163403 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -20588532.000000 Penalty: 5962.410645
	Iteration 40F: 3 clusters Score -2.058853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163413 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -20588530.000000 Penalty: 5962.410645
	Iteration 41Q: 3 clusters Score -2.058853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20588520.000000 Penalty: 5962.410645
	Iteration 42Q: 3 clusters Score -2.058852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -20588508.000000 Penalty: 5962.410645
	Iteration 43Q: 3 clusters Score -2.058851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -20588508.000000 Penalty: 5962.410645
	Iteration 44Q: 3 clusters Score -2.058851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -20588512.000000 Penalty: 5962.410645
	Iteration 45Q: 3 clusters Score -2.058851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163463 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -20588506.000000 Penalty: 5962.410645
	Iteration 46Q: 3 clusters Score -2.058851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20588492.000000 Penalty: 5962.410645
	Iteration 47Q: 3 clusters Score -2.058849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163475 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -20588492.000000 Penalty: 5962.410645
	Iteration 48Q: 3 clusters Score -2.058849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163480 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -20588492.000000 Penalty: 5962.410645
	Iteration 49Q: 3 clusters Score -2.058849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -20588488.000000 Penalty: 5962.410645
	Iteration 50Q: 3 clusters Score -2.058849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163492 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -20588484.000000 Penalty: 5962.410645
	Iteration 51Q: 3 clusters Score -2.058848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163495 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20588476.000000 Penalty: 5962.410645
	Iteration 52Q: 3 clusters Score -2.058848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163498 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -20588468.000000 Penalty: 5962.410645
	Iteration 53Q: 3 clusters Score -2.058847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -20588470.000000 Penalty: 5962.410645
	Iteration 54Q: 3 clusters Score -2.058847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163503 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -20588486.000000 Penalty: 5962.410645
	Iteration 55Q: 3 clusters Score -2.058849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -20588488.000000 Penalty: 5962.410645
	Iteration 56Q: 3 clusters Score -2.058849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -20588492.000000 Penalty: 5962.410645
	Iteration 57Q: 3 clusters Score -2.058849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163527 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20588502.000000 Penalty: 5962.410645
	Iteration 58Q: 3 clusters Score -2.05885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -20588494.000000 Penalty: 5962.410645
	Iteration 59Q: 3 clusters Score -2.058849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163565 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -20588468.000000 Penalty: 5962.410645
	Iteration 60F: 3 clusters Score -2.058847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163589 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -20588476.000000 Penalty: 5962.410645
	Iteration 61Q: 3 clusters Score -2.058848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -20588486.000000 Penalty: 5962.410645
	Iteration 62Q: 3 clusters Score -2.058849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -20588482.000000 Penalty: 5962.410645
	Iteration 63Q: 3 clusters Score -2.058848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -20588482.000000 Penalty: 5962.410645
	Iteration 64Q: 3 clusters Score -2.058848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163621 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20588466.000000 Penalty: 5962.410645
	Iteration 65Q: 3 clusters Score -2.058847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -20588472.000000 Penalty: 5962.410645
	Iteration 66Q: 3 clusters Score -2.058847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -20588454.000000 Penalty: 5962.410645
	Iteration 67Q: 3 clusters Score -2.058845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163636 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20588464.000000 Penalty: 5962.410645
	Iteration 68Q: 3 clusters Score -2.058846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20588472.000000 Penalty: 5962.410645
	Iteration 69Q: 3 clusters Score -2.058847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163645 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -20588462.000000 Penalty: 5962.410645
	Iteration 70Q: 3 clusters Score -2.058846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163647 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20588458.000000 Penalty: 5962.410645
	Iteration 71Q: 3 clusters Score -2.058846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163648 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20588454.000000 Penalty: 5962.410645
	Iteration 72Q: 3 clusters Score -2.058845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20588466.000000 Penalty: 5962.410645
	Iteration 73Q: 3 clusters Score -2.058847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20588466.000000 Penalty: 5962.410645
	Iteration 74F: 3 clusters Score -2.058847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -332159.625000 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -332159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -329108.875000 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -329108.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -329674.500000 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -329674.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -329811.531250 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -329811.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -329879.062500 Penalty: 3919.450439
	Iteration 3Q: 3 clusters Score -329879.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -329921.156250 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -329921.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -329948.843750 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -329948.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -329984.156250 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -329984.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -330015.375000 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -330015.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -330040.718750 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -330040.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -330060.031250 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -330060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330073.937500 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -330073.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330084.000000 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -330084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -330092.937500 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -330092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330098.500000 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -330098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330102.781250 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -330102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -330102.718750 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -330102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -330104.625000 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -330104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330105.156250 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -330105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330105.531250 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -330105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -330105.531250 Penalty: 3919.450439
	Iteration 19F: 3 clusters Score -330105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 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 366 members 
Entering Unmasked Estep 
Score: -78315.218750 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78315.22 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78538.742188 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78538.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78640.109375 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78640.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78701.843750 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78701.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78726.968750 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78726.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78739.148438 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78739.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -78751.289062 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78751.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78757.351562 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78757.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78757.960938 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78757.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -78757.960938 Penalty: 3260.545166
	Iteration 9F: 3 clusters Score -78757.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (171181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Entering Unmasked Estep 
Score: -21292460.000000 Penalty: 2988.518311
	Iteration 0F: 2 clusters Score -2.129246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -21181818.000000 Penalty: 5977.036621
	Iteration 0F: 3 clusters Score -2.118182e+07 nChanged 82107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -21231598.000000 Penalty: 5977.036621
	Iteration 1F: 3 clusters Score -2.12316e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -21233736.000000 Penalty: 5977.036621
	Iteration 2Q: 3 clusters Score -2.123374e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -21237490.000000 Penalty: 5977.036621
	Iteration 3Q: 3 clusters Score -2.123749e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -21243576.000000 Penalty: 5977.036621
	Iteration 4F: 3 clusters Score -2.124358e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72099 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -21252490.000000 Penalty: 5977.036621
	Iteration 5F: 3 clusters Score -2.125249e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 104461 members 
Entering Unmasked Estep 
Score: -21263450.000000 Penalty: 5977.036621
	Iteration 6F: 3 clusters Score -2.126345e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 108920 members 
Entering Unmasked Estep 
Score: -21272702.000000 Penalty: 5977.036621
	Iteration 7F: 3 clusters Score -2.12727e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -21277242.000000 Penalty: 5977.036621
	Iteration 8F: 3 clusters Score -2.127724e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -21279216.000000 Penalty: 5977.036621
	Iteration 9Q: 3 clusters Score -2.127922e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 116115 members 
Entering Unmasked Estep 
Score: -21279918.000000 Penalty: 5977.036621
	Iteration 10Q: 3 clusters Score -2.127992e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 118093 members 
Entering Unmasked Estep 
Score: -21280428.000000 Penalty: 5977.036621
	Iteration 11Q: 3 clusters Score -2.128043e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -21280990.000000 Penalty: 5977.036621
	Iteration 12Q: 3 clusters Score -2.128099e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -21281622.000000 Penalty: 5977.036621
	Iteration 13Q: 3 clusters Score -2.128162e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 124175 members 
Entering Unmasked Estep 
Score: -21281954.000000 Penalty: 5977.036621
	Iteration 14Q: 3 clusters Score -2.128195e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 126186 members 
Entering Unmasked Estep 
Score: -21282542.000000 Penalty: 5977.036621
	Iteration 15Q: 3 clusters Score -2.128254e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 128228 members 
Entering Unmasked Estep 
Score: -21283158.000000 Penalty: 5977.036621
	Iteration 16Q: 3 clusters Score -2.128316e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -21283720.000000 Penalty: 5977.036621
	Iteration 17Q: 3 clusters Score -2.128372e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -21284074.000000 Penalty: 5977.036621
	Iteration 18Q: 3 clusters Score -2.128407e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -21284490.000000 Penalty: 5977.036621
	Iteration 19Q: 3 clusters Score -2.128449e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
Score: -21285060.000000 Penalty: 5977.036621
	Iteration 20F: 3 clusters Score -2.128506e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 138440 members 
Entering Unmasked Estep 
Score: -21285614.000000 Penalty: 5977.036621
	Iteration 21Q: 3 clusters Score -2.128561e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 140505 members 
Entering Unmasked Estep 
Score: -21286188.000000 Penalty: 5977.036621
	Iteration 22Q: 3 clusters Score -2.128619e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 142507 members 
Entering Unmasked Estep 
Score: -21286772.000000 Penalty: 5977.036621
	Iteration 23Q: 3 clusters Score -2.128677e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 144397 members 
Entering Unmasked Estep 
Score: -21287186.000000 Penalty: 5977.036621
	Iteration 24Q: 3 clusters Score -2.128719e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 146324 members 
Entering Unmasked Estep 
Score: -21287900.000000 Penalty: 5977.036621
	Iteration 25Q: 3 clusters Score -2.12879e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 148310 members 
Entering Unmasked Estep 
Score: -21288384.000000 Penalty: 5977.036621
	Iteration 26Q: 3 clusters Score -2.128838e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -21288880.000000 Penalty: 5977.036621
	Iteration 27Q: 3 clusters Score -2.128888e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -21289434.000000 Penalty: 5977.036621
	Iteration 28Q: 3 clusters Score -2.128943e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -21289840.000000 Penalty: 5977.036621
	Iteration 29Q: 3 clusters Score -2.128984e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -21290040.000000 Penalty: 5977.036621
	Iteration 30Q: 3 clusters Score -2.129004e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -21290272.000000 Penalty: 5977.036621
	Iteration 31Q: 3 clusters Score -2.129027e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -21290442.000000 Penalty: 5977.036621
	Iteration 32Q: 3 clusters Score -2.129044e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -21290738.000000 Penalty: 5977.036621
	Iteration 33Q: 3 clusters Score -2.129074e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -21290898.000000 Penalty: 5977.036621
	Iteration 34Q: 3 clusters Score -2.12909e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -21291030.000000 Penalty: 5977.036621
	Iteration 35Q: 3 clusters Score -2.129103e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -21291068.000000 Penalty: 5977.036621
	Iteration 36Q: 3 clusters Score -2.129107e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 163880 members 
Entering Unmasked Estep 
Score: -21291092.000000 Penalty: 5977.036621
	Iteration 37Q: 3 clusters Score -2.129109e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -21291178.000000 Penalty: 5977.036621
	Iteration 38Q: 3 clusters Score -2.129118e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -21291214.000000 Penalty: 5977.036621
	Iteration 39Q: 3 clusters Score -2.129121e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -21291206.000000 Penalty: 5977.036621
	Iteration 40F: 3 clusters Score -2.129121e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -21291102.000000 Penalty: 5977.036621
	Iteration 41Q: 3 clusters Score -2.12911e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -21291080.000000 Penalty: 5977.036621
	Iteration 42Q: 3 clusters Score -2.129108e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 166630 members 
Entering Unmasked Estep 
Score: -21291114.000000 Penalty: 5977.036621
	Iteration 43Q: 3 clusters Score -2.129111e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 166872 members 
Entering Unmasked Estep 
Score: -21291148.000000 Penalty: 5977.036621
	Iteration 44Q: 3 clusters Score -2.129115e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -21291124.000000 Penalty: 5977.036621
	Iteration 45Q: 3 clusters Score -2.129112e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 167234 members 
Entering Unmasked Estep 
Score: -21291130.000000 Penalty: 5977.036621
	Iteration 46Q: 3 clusters Score -2.129113e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 167376 members 
Entering Unmasked Estep 
Score: -21291120.000000 Penalty: 5977.036621
	Iteration 47Q: 3 clusters Score -2.129112e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 167492 members 
Entering Unmasked Estep 
Score: -21291122.000000 Penalty: 5977.036621
	Iteration 48Q: 3 clusters Score -2.129112e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 167590 members 
Entering Unmasked Estep 
Score: -21291110.000000 Penalty: 5977.036621
	Iteration 49Q: 3 clusters Score -2.129111e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 167673 members 
Entering Unmasked Estep 
Score: -21291066.000000 Penalty: 5977.036621
	Iteration 50Q: 3 clusters Score -2.129107e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 167763 members 
Entering Unmasked Estep 
Score: -21291078.000000 Penalty: 5977.036621
	Iteration 51Q: 3 clusters Score -2.129108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -21291050.000000 Penalty: 5977.036621
	Iteration 52Q: 3 clusters Score -2.129105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 53Q: 3 clusters Score -2.129104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -21291072.000000 Penalty: 5977.036621
	Iteration 54Q: 3 clusters Score -2.129107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -21291048.000000 Penalty: 5977.036621
	Iteration 55Q: 3 clusters Score -2.129105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -21291060.000000 Penalty: 5977.036621
	Iteration 56Q: 3 clusters Score -2.129106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -21291064.000000 Penalty: 5977.036621
	Iteration 57Q: 3 clusters Score -2.129106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 168088 members 
Entering Unmasked Estep 
Score: -21291066.000000 Penalty: 5977.036621
	Iteration 58Q: 3 clusters Score -2.129107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 168113 members 
Entering Unmasked Estep 
Score: -21291038.000000 Penalty: 5977.036621
	Iteration 59Q: 3 clusters Score -2.129104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -21291050.000000 Penalty: 5977.036621
	Iteration 60F: 3 clusters Score -2.129105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -21291064.000000 Penalty: 5977.036621
	Iteration 61Q: 3 clusters Score -2.129106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -21291042.000000 Penalty: 5977.036621
	Iteration 62Q: 3 clusters Score -2.129104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -21291060.000000 Penalty: 5977.036621
	Iteration 63Q: 3 clusters Score -2.129106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -21291062.000000 Penalty: 5977.036621
	Iteration 64Q: 3 clusters Score -2.129106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 65Q: 3 clusters Score -2.129104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 168213 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 66Q: 3 clusters Score -2.129104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -21291046.000000 Penalty: 5977.036621
	Iteration 67Q: 3 clusters Score -2.129105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -21291030.000000 Penalty: 5977.036621
	Iteration 68Q: 3 clusters Score -2.129103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 168237 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 69Q: 3 clusters Score -2.129104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -21291046.000000 Penalty: 5977.036621
	Iteration 70Q: 3 clusters Score -2.129105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 168247 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 71Q: 3 clusters Score -2.129104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 168254 members 
Entering Unmasked Estep 
Score: -21291026.000000 Penalty: 5977.036621
	Iteration 72Q: 3 clusters Score -2.129103e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -21291050.000000 Penalty: 5977.036621
	Iteration 73Q: 3 clusters Score -2.129105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 168277 members 
Entering Unmasked Estep 
Score: -21291042.000000 Penalty: 5977.036621
	Iteration 74Q: 3 clusters Score -2.129104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -21291048.000000 Penalty: 5977.036621
	Iteration 75Q: 3 clusters Score -2.129105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 168305 members 
Entering Unmasked Estep 
Score: -21291050.000000 Penalty: 5977.036621
	Iteration 76Q: 3 clusters Score -2.129105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 168315 members 
Entering Unmasked Estep 
Score: -21291056.000000 Penalty: 5977.036621
	Iteration 77Q: 3 clusters Score -2.129106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 168323 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 78Q: 3 clusters Score -2.129104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -21291026.000000 Penalty: 5977.036621
	Iteration 79Q: 3 clusters Score -2.129103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -21291036.000000 Penalty: 5977.036621
	Iteration 80F: 3 clusters Score -2.129104e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 168372 members 
Entering Unmasked Estep 
Score: -21291038.000000 Penalty: 5977.036621
	Iteration 81Q: 3 clusters Score -2.129104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 168390 members 
Entering Unmasked Estep 
Score: -21291044.000000 Penalty: 5977.036621
	Iteration 82Q: 3 clusters Score -2.129104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -21291054.000000 Penalty: 5977.036621
	Iteration 83Q: 3 clusters Score -2.129105e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 168423 members 
Entering Unmasked Estep 
Score: -21291060.000000 Penalty: 5977.036621
	Iteration 84Q: 3 clusters Score -2.129106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 168438 members 
Entering Unmasked Estep 
Score: -21291044.000000 Penalty: 5977.036621
	Iteration 85Q: 3 clusters Score -2.129104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -21291042.000000 Penalty: 5977.036621
	Iteration 86Q: 3 clusters Score -2.129104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 168454 members 
Entering Unmasked Estep 
Score: -21291028.000000 Penalty: 5977.036621
	Iteration 87Q: 3 clusters Score -2.129103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -21291024.000000 Penalty: 5977.036621
	Iteration 88Q: 3 clusters Score -2.129102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -21291050.000000 Penalty: 5977.036621
	Iteration 89Q: 3 clusters Score -2.129105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -21291032.000000 Penalty: 5977.036621
	Iteration 90Q: 3 clusters Score -2.129103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 168487 members 
Entering Unmasked Estep 
Score: -21291018.000000 Penalty: 5977.036621
	Iteration 91Q: 3 clusters Score -2.129102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 168494 members 
Entering Unmasked Estep 
Score: -21291040.000000 Penalty: 5977.036621
	Iteration 92Q: 3 clusters Score -2.129104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -21291062.000000 Penalty: 5977.036621
	Iteration 93Q: 3 clusters Score -2.129106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 168513 members 
Entering Unmasked Estep 
Score: -21291068.000000 Penalty: 5977.036621
	Iteration 94Q: 3 clusters Score -2.129107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -21291066.000000 Penalty: 5977.036621
	Iteration 95Q: 3 clusters Score -2.129107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 168525 members 
Entering Unmasked Estep 
Score: -21291054.000000 Penalty: 5977.036621
	Iteration 96Q: 3 clusters Score -2.129105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -21291046.000000 Penalty: 5977.036621
	Iteration 97Q: 3 clusters Score -2.129105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -21291044.000000 Penalty: 5977.036621
	Iteration 98Q: 3 clusters Score -2.129104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -21291044.000000 Penalty: 5977.036621
	Iteration 99F: 3 clusters Score -2.129104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -1703714.500000 Penalty: 2368.599609
	Iteration 0F: 2 clusters Score -1703714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1693442.625000 Penalty: 4737.199219
	Iteration 0F: 3 clusters Score -1693443 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1696628.625000 Penalty: 4737.199219
	Iteration 1F: 3 clusters Score -1696629 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1697077.250000 Penalty: 4737.199219
	Iteration 2F: 3 clusters Score -1697077 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1697516.750000 Penalty: 4737.199219
	Iteration 3F: 3 clusters Score -1697517 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1698016.250000 Penalty: 4737.199219
	Iteration 4F: 3 clusters Score -1698016 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1698577.750000 Penalty: 4737.199219
	Iteration 5F: 3 clusters Score -1698578 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1699193.500000 Penalty: 4737.199219
	Iteration 6F: 3 clusters Score -1699194 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1699861.875000 Penalty: 4737.199219
	Iteration 7F: 3 clusters Score -1699862 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1700567.875000 Penalty: 4737.199219
	Iteration 8F: 3 clusters Score -1700568 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1701157.875000 Penalty: 4737.199219
	Iteration 9F: 3 clusters Score -1701158 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1701610.750000 Penalty: 4737.199219
	Iteration 10Q: 3 clusters Score -1701611 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1701888.625000 Penalty: 4737.199219
	Iteration 11Q: 3 clusters Score -1701889 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1702059.375000 Penalty: 4737.199219
	Iteration 12Q: 3 clusters Score -1702059 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1702186.125000 Penalty: 4737.199219
	Iteration 13Q: 3 clusters Score -1702186 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1702283.750000 Penalty: 4737.199219
	Iteration 14Q: 3 clusters Score -1702284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1702351.375000 Penalty: 4737.199219
	Iteration 15Q: 3 clusters Score -1702351 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1702387.750000 Penalty: 4737.199219
	Iteration 16Q: 3 clusters Score -1702388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1702415.250000 Penalty: 4737.199219
	Iteration 17Q: 3 clusters Score -1702415 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1702433.250000 Penalty: 4737.199219
	Iteration 18Q: 3 clusters Score -1702433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1702450.750000 Penalty: 4737.199219
	Iteration 19Q: 3 clusters Score -1702451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1702464.625000 Penalty: 4737.199219
	Iteration 20F: 3 clusters Score -1702465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1702479.875000 Penalty: 4737.199219
	Iteration 21Q: 3 clusters Score -1702480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1702494.375000 Penalty: 4737.199219
	Iteration 22Q: 3 clusters Score -1702494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1702508.000000 Penalty: 4737.199219
	Iteration 23Q: 3 clusters Score -1702508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1702517.375000 Penalty: 4737.199219
	Iteration 24Q: 3 clusters Score -1702517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1702529.625000 Penalty: 4737.199219
	Iteration 25Q: 3 clusters Score -1702530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1702537.875000 Penalty: 4737.199219
	Iteration 26Q: 3 clusters Score -1702538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1702545.875000 Penalty: 4737.199219
	Iteration 27Q: 3 clusters Score -1702546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1702549.875000 Penalty: 4737.199219
	Iteration 28Q: 3 clusters Score -1702550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1702560.500000 Penalty: 4737.199219
	Iteration 29Q: 3 clusters Score -1702560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1702562.625000 Penalty: 4737.199219
	Iteration 30Q: 3 clusters Score -1702563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1702565.000000 Penalty: 4737.199219
	Iteration 31Q: 3 clusters Score -1702565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1702570.000000 Penalty: 4737.199219
	Iteration 32Q: 3 clusters Score -1702570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1702566.625000 Penalty: 4737.199219
	Iteration 33Q: 3 clusters Score -1702567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1702569.000000 Penalty: 4737.199219
	Iteration 34Q: 3 clusters Score -1702569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1702569.625000 Penalty: 4737.199219
	Iteration 35Q: 3 clusters Score -1702570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1702573.375000 Penalty: 4737.199219
	Iteration 36Q: 3 clusters Score -1702573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1702576.000000 Penalty: 4737.199219
	Iteration 37Q: 3 clusters Score -1702576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1702576.750000 Penalty: 4737.199219
	Iteration 38Q: 3 clusters Score -1702577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1702575.500000 Penalty: 4737.199219
	Iteration 39Q: 3 clusters Score -1702576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1702576.750000 Penalty: 4737.199219
	Iteration 40F: 3 clusters Score -1702577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -571180.750000 Penalty: 2108.918213
	Iteration 0F: 2 clusters Score -571180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -566767.375000 Penalty: 4217.836426
	Iteration 0F: 3 clusters Score -566767.4 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -568079.312500 Penalty: 4217.836426
	Iteration 1F: 3 clusters Score -568079.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -568527.375000 Penalty: 4217.836426
	Iteration 2F: 3 clusters Score -568527.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -568890.375000 Penalty: 4217.836426
	Iteration 3F: 3 clusters Score -568890.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -569150.250000 Penalty: 4217.836426
	Iteration 4F: 3 clusters Score -569150.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -569332.500000 Penalty: 4217.836426
	Iteration 5Q: 3 clusters Score -569332.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -569446.187500 Penalty: 4217.836426
	Iteration 6Q: 3 clusters Score -569446.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -569529.625000 Penalty: 4217.836426
	Iteration 7Q: 3 clusters Score -569529.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -569588.500000 Penalty: 4217.836426
	Iteration 8Q: 3 clusters Score -569588.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -569627.562500 Penalty: 4217.836426
	Iteration 9Q: 3 clusters Score -569627.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -569655.562500 Penalty: 4217.836426
	Iteration 10Q: 3 clusters Score -569655.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -569676.062500 Penalty: 4217.836426
	Iteration 11Q: 3 clusters Score -569676.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -569695.500000 Penalty: 4217.836426
	Iteration 12Q: 3 clusters Score -569695.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -569715.500000 Penalty: 4217.836426
	Iteration 13Q: 3 clusters Score -569715.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -569729.125000 Penalty: 4217.836426
	Iteration 14Q: 3 clusters Score -569729.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -569741.312500 Penalty: 4217.836426
	Iteration 15Q: 3 clusters Score -569741.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -569752.562500 Penalty: 4217.836426
	Iteration 16Q: 3 clusters Score -569752.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -569759.125000 Penalty: 4217.836426
	Iteration 17Q: 3 clusters Score -569759.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -569766.937500 Penalty: 4217.836426
	Iteration 18Q: 3 clusters Score -569766.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -569771.187500 Penalty: 4217.836426
	Iteration 19Q: 3 clusters Score -569771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -569777.437500 Penalty: 4217.836426
	Iteration 20F: 3 clusters Score -569777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -569780.062500 Penalty: 4217.836426
	Iteration 21Q: 3 clusters Score -569780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -569781.000000 Penalty: 4217.836426
	Iteration 22Q: 3 clusters Score -569781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -569782.250000 Penalty: 4217.836426
	Iteration 23Q: 3 clusters Score -569782.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -569783.000000 Penalty: 4217.836426
	Iteration 24Q: 3 clusters Score -569783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -569784.000000 Penalty: 4217.836426
	Iteration 25Q: 3 clusters Score -569784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -569784.187500 Penalty: 4217.836426
	Iteration 26Q: 3 clusters Score -569784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -569784.187500 Penalty: 4217.836426
	Iteration 27F: 3 clusters Score -569784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (89796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Entering Unmasked Estep 
Score: -11104370.000000 Penalty: 2828.513184
	Iteration 0F: 2 clusters Score -1.110437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -11044596.000000 Penalty: 5657.026367
	Iteration 0F: 3 clusters Score -1.10446e+07 nChanged 42251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -11068191.000000 Penalty: 5657.026367
	Iteration 1F: 3 clusters Score -1.106819e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -11068812.000000 Penalty: 5657.026367
	Iteration 2Q: 3 clusters Score -1.106881e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -11069511.000000 Penalty: 5657.026367
	Iteration 3Q: 3 clusters Score -1.106951e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -11070215.000000 Penalty: 5657.026367
	Iteration 4Q: 3 clusters Score -1.107022e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -11071009.000000 Penalty: 5657.026367
	Iteration 5Q: 3 clusters Score -1.107101e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -11071903.000000 Penalty: 5657.026367
	Iteration 6Q: 3 clusters Score -1.10719e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -11073008.000000 Penalty: 5657.026367
	Iteration 7Q: 3 clusters Score -1.107301e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -11074255.000000 Penalty: 5657.026367
	Iteration 8Q: 3 clusters Score -1.107426e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -11076143.000000 Penalty: 5657.026367
	Iteration 9Q: 3 clusters Score -1.107614e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -11078797.000000 Penalty: 5657.026367
	Iteration 10F: 3 clusters Score -1.10788e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -11082171.000000 Penalty: 5657.026367
	Iteration 11F: 3 clusters Score -1.108217e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -11085613.000000 Penalty: 5657.026367
	Iteration 12F: 3 clusters Score -1.108561e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -11088015.000000 Penalty: 5657.026367
	Iteration 13F: 3 clusters Score -1.108802e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -11089249.000000 Penalty: 5657.026367
	Iteration 14Q: 3 clusters Score -1.108925e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -11089890.000000 Penalty: 5657.026367
	Iteration 15Q: 3 clusters Score -1.108989e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -11090321.000000 Penalty: 5657.026367
	Iteration 16Q: 3 clusters Score -1.109032e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -11090651.000000 Penalty: 5657.026367
	Iteration 17Q: 3 clusters Score -1.109065e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -11091103.000000 Penalty: 5657.026367
	Iteration 18Q: 3 clusters Score -1.10911e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -11091512.000000 Penalty: 5657.026367
	Iteration 19Q: 3 clusters Score -1.109151e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -11092023.000000 Penalty: 5657.026367
	Iteration 20F: 3 clusters Score -1.109202e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 56830 members 
Entering Unmasked Estep 
Score: -11092571.000000 Penalty: 5657.026367
	Iteration 21Q: 3 clusters Score -1.109257e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -11093102.000000 Penalty: 5657.026367
	Iteration 22Q: 3 clusters Score -1.10931e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -11093590.000000 Penalty: 5657.026367
	Iteration 23Q: 3 clusters Score -1.109359e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -11094107.000000 Penalty: 5657.026367
	Iteration 24Q: 3 clusters Score -1.109411e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -11094501.000000 Penalty: 5657.026367
	Iteration 25Q: 3 clusters Score -1.10945e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -11094924.000000 Penalty: 5657.026367
	Iteration 26Q: 3 clusters Score -1.109492e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -11095246.000000 Penalty: 5657.026367
	Iteration 27Q: 3 clusters Score -1.109525e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -11095528.000000 Penalty: 5657.026367
	Iteration 28Q: 3 clusters Score -1.109553e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -11095843.000000 Penalty: 5657.026367
	Iteration 29Q: 3 clusters Score -1.109584e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -11096172.000000 Penalty: 5657.026367
	Iteration 30Q: 3 clusters Score -1.109617e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -11096413.000000 Penalty: 5657.026367
	Iteration 31Q: 3 clusters Score -1.109641e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -11096729.000000 Penalty: 5657.026367
	Iteration 32Q: 3 clusters Score -1.109673e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -11096957.000000 Penalty: 5657.026367
	Iteration 33Q: 3 clusters Score -1.109696e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -11097179.000000 Penalty: 5657.026367
	Iteration 34Q: 3 clusters Score -1.109718e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -11097463.000000 Penalty: 5657.026367
	Iteration 35Q: 3 clusters Score -1.109746e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -11097668.000000 Penalty: 5657.026367
	Iteration 36Q: 3 clusters Score -1.109767e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -11097898.000000 Penalty: 5657.026367
	Iteration 37Q: 3 clusters Score -1.10979e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -11098101.000000 Penalty: 5657.026367
	Iteration 38Q: 3 clusters Score -1.10981e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -11098372.000000 Penalty: 5657.026367
	Iteration 39Q: 3 clusters Score -1.109837e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -11098666.000000 Penalty: 5657.026367
	Iteration 40F: 3 clusters Score -1.109867e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -11098992.000000 Penalty: 5657.026367
	Iteration 41Q: 3 clusters Score -1.109899e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -11099271.000000 Penalty: 5657.026367
	Iteration 42Q: 3 clusters Score -1.109927e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -11099558.000000 Penalty: 5657.026367
	Iteration 43Q: 3 clusters Score -1.109956e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 79835 members 
Entering Unmasked Estep 
Score: -11099829.000000 Penalty: 5657.026367
	Iteration 44Q: 3 clusters Score -1.109983e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -11100073.000000 Penalty: 5657.026367
	Iteration 45Q: 3 clusters Score -1.110007e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -11100284.000000 Penalty: 5657.026367
	Iteration 46Q: 3 clusters Score -1.110028e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -11100460.000000 Penalty: 5657.026367
	Iteration 47Q: 3 clusters Score -1.110046e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -11100678.000000 Penalty: 5657.026367
	Iteration 48Q: 3 clusters Score -1.110068e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -11100893.000000 Penalty: 5657.026367
	Iteration 49Q: 3 clusters Score -1.110089e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -11101080.000000 Penalty: 5657.026367
	Iteration 50Q: 3 clusters Score -1.110108e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -11101223.000000 Penalty: 5657.026367
	Iteration 51Q: 3 clusters Score -1.110122e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -11101315.000000 Penalty: 5657.026367
	Iteration 52Q: 3 clusters Score -1.110132e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -11101454.000000 Penalty: 5657.026367
	Iteration 53Q: 3 clusters Score -1.110145e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -11101593.000000 Penalty: 5657.026367
	Iteration 54Q: 3 clusters Score -1.110159e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -11101693.000000 Penalty: 5657.026367
	Iteration 55Q: 3 clusters Score -1.110169e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 85919 members 
Entering Unmasked Estep 
Score: -11101768.000000 Penalty: 5657.026367
	Iteration 56Q: 3 clusters Score -1.110177e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -11101849.000000 Penalty: 5657.026367
	Iteration 57Q: 3 clusters Score -1.110185e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -11101921.000000 Penalty: 5657.026367
	Iteration 58Q: 3 clusters Score -1.110192e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -11102008.000000 Penalty: 5657.026367
	Iteration 59Q: 3 clusters Score -1.110201e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -11102061.000000 Penalty: 5657.026367
	Iteration 60F: 3 clusters Score -1.110206e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -11102072.000000 Penalty: 5657.026367
	Iteration 61Q: 3 clusters Score -1.110207e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -11102112.000000 Penalty: 5657.026367
	Iteration 62Q: 3 clusters Score -1.110211e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -11102122.000000 Penalty: 5657.026367
	Iteration 63Q: 3 clusters Score -1.110212e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -11102152.000000 Penalty: 5657.026367
	Iteration 64Q: 3 clusters Score -1.110215e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -11102173.000000 Penalty: 5657.026367
	Iteration 65Q: 3 clusters Score -1.110217e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -11102222.000000 Penalty: 5657.026367
	Iteration 66Q: 3 clusters Score -1.110222e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -11102266.000000 Penalty: 5657.026367
	Iteration 67Q: 3 clusters Score -1.110227e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 87463 members 
Entering Unmasked Estep 
Score: -11102296.000000 Penalty: 5657.026367
	Iteration 68Q: 3 clusters Score -1.11023e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -11102309.000000 Penalty: 5657.026367
	Iteration 69Q: 3 clusters Score -1.110231e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -11102311.000000 Penalty: 5657.026367
	Iteration 70Q: 3 clusters Score -1.110231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -11102308.000000 Penalty: 5657.026367
	Iteration 71Q: 3 clusters Score -1.110231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 87664 members 
Entering Unmasked Estep 
Score: -11102328.000000 Penalty: 5657.026367
	Iteration 72Q: 3 clusters Score -1.110233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -11102334.000000 Penalty: 5657.026367
	Iteration 73Q: 3 clusters Score -1.110233e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -11102328.000000 Penalty: 5657.026367
	Iteration 74Q: 3 clusters Score -1.110233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -11102339.000000 Penalty: 5657.026367
	Iteration 75Q: 3 clusters Score -1.110234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -11102367.000000 Penalty: 5657.026367
	Iteration 76Q: 3 clusters Score -1.110237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -11102367.000000 Penalty: 5657.026367
	Iteration 77Q: 3 clusters Score -1.110237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 87823 members 
Entering Unmasked Estep 
Score: -11102372.000000 Penalty: 5657.026367
	Iteration 78Q: 3 clusters Score -1.110237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 87830 members 
Entering Unmasked Estep 
Score: -11102379.000000 Penalty: 5657.026367
	Iteration 79Q: 3 clusters Score -1.110238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -11102385.000000 Penalty: 5657.026367
	Iteration 80F: 3 clusters Score -1.110238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -11102379.000000 Penalty: 5657.026367
	Iteration 81Q: 3 clusters Score -1.110238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -11102372.000000 Penalty: 5657.026367
	Iteration 82Q: 3 clusters Score -1.110237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -11102373.000000 Penalty: 5657.026367
	Iteration 83Q: 3 clusters Score -1.110237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -11102388.000000 Penalty: 5657.026367
	Iteration 84Q: 3 clusters Score -1.110239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -11102394.000000 Penalty: 5657.026367
	Iteration 85Q: 3 clusters Score -1.110239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -11102385.000000 Penalty: 5657.026367
	Iteration 86Q: 3 clusters Score -1.110238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -11102385.000000 Penalty: 5657.026367
	Iteration 87Q: 3 clusters Score -1.110238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -11102391.000000 Penalty: 5657.026367
	Iteration 88Q: 3 clusters Score -1.110239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -11102389.000000 Penalty: 5657.026367
	Iteration 89Q: 3 clusters Score -1.110239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -11102390.000000 Penalty: 5657.026367
	Iteration 90Q: 3 clusters Score -1.110239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -11102388.000000 Penalty: 5657.026367
	Iteration 91Q: 3 clusters Score -1.110239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -11102385.000000 Penalty: 5657.026367
	Iteration 92Q: 3 clusters Score -1.110238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -11102385.000000 Penalty: 5657.026367
	Iteration 93Q: 3 clusters Score -1.110238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -11102390.000000 Penalty: 5657.026367
	Iteration 94Q: 3 clusters Score -1.110239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -11102391.000000 Penalty: 5657.026367
	Iteration 95Q: 3 clusters Score -1.110239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -11102393.000000 Penalty: 5657.026367
	Iteration 96Q: 3 clusters Score -1.110239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -11102399.000000 Penalty: 5657.026367
	Iteration 97Q: 3 clusters Score -1.11024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -11102400.000000 Penalty: 5657.026367
	Iteration 98Q: 3 clusters Score -1.11024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -11102397.000000 Penalty: 5657.026367
	Iteration 99Q: 3 clusters Score -1.11024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -11102402.000000 Penalty: 5657.026367
	Iteration 100F: 3 clusters Score -1.11024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -11102403.000000 Penalty: 5657.026367
	Iteration 101Q: 3 clusters Score -1.11024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -11102403.000000 Penalty: 5657.026367
	Iteration 102Q: 3 clusters Score -1.11024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -11102403.000000 Penalty: 5657.026367
	Iteration 103Q: 3 clusters Score -1.11024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -11102403.000000 Penalty: 5657.026367
	Iteration 104F: 3 clusters Score -1.11024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Entering Unmasked Estep 
Score: -3316737.250000 Penalty: 2543.829834
	Iteration 0F: 2 clusters Score -3316737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -3297117.750000 Penalty: 5087.659668
	Iteration 0F: 3 clusters Score -3297118 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3304705.750000 Penalty: 5087.659668
	Iteration 1F: 3 clusters Score -3304706 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3305587.500000 Penalty: 5087.659668
	Iteration 2F: 3 clusters Score -3305588 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3306606.250000 Penalty: 5087.659668
	Iteration 3F: 3 clusters Score -3306606 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3307921.250000 Penalty: 5087.659668
	Iteration 4F: 3 clusters Score -3307921 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3309428.500000 Penalty: 5087.659668
	Iteration 5F: 3 clusters Score -3309428 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3310863.750000 Penalty: 5087.659668
	Iteration 6F: 3 clusters Score -3310864 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3312003.000000 Penalty: 5087.659668
	Iteration 7F: 3 clusters Score -3312003 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3312764.500000 Penalty: 5087.659668
	Iteration 8Q: 3 clusters Score -3312764 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3313274.250000 Penalty: 5087.659668
	Iteration 9Q: 3 clusters Score -3313274 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3313755.750000 Penalty: 5087.659668
	Iteration 10Q: 3 clusters Score -3313756 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3314209.250000 Penalty: 5087.659668
	Iteration 11Q: 3 clusters Score -3314209 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3314470.000000 Penalty: 5087.659668
	Iteration 12Q: 3 clusters Score -3314470 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3314655.500000 Penalty: 5087.659668
	Iteration 13Q: 3 clusters Score -3314656 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3314788.000000 Penalty: 5087.659668
	Iteration 14Q: 3 clusters Score -3314788 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3314925.500000 Penalty: 5087.659668
	Iteration 15Q: 3 clusters Score -3314926 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3315024.000000 Penalty: 5087.659668
	Iteration 16Q: 3 clusters Score -3315024 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3315118.250000 Penalty: 5087.659668
	Iteration 17Q: 3 clusters Score -3315118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3315202.500000 Penalty: 5087.659668
	Iteration 18Q: 3 clusters Score -3315202 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3315271.500000 Penalty: 5087.659668
	Iteration 19Q: 3 clusters Score -3315272 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3315333.000000 Penalty: 5087.659668
	Iteration 20F: 3 clusters Score -3315333 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3315384.750000 Penalty: 5087.659668
	Iteration 21Q: 3 clusters Score -3315385 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3315441.750000 Penalty: 5087.659668
	Iteration 22Q: 3 clusters Score -3315442 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3315504.500000 Penalty: 5087.659668
	Iteration 23Q: 3 clusters Score -3315504 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3315553.750000 Penalty: 5087.659668
	Iteration 24Q: 3 clusters Score -3315554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3315609.000000 Penalty: 5087.659668
	Iteration 25Q: 3 clusters Score -3315609 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3315658.000000 Penalty: 5087.659668
	Iteration 26Q: 3 clusters Score -3315658 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3315707.750000 Penalty: 5087.659668
	Iteration 27Q: 3 clusters Score -3315708 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3315754.500000 Penalty: 5087.659668
	Iteration 28Q: 3 clusters Score -3315754 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3315807.000000 Penalty: 5087.659668
	Iteration 29Q: 3 clusters Score -3315807 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3315852.500000 Penalty: 5087.659668
	Iteration 30Q: 3 clusters Score -3315852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3315872.500000 Penalty: 5087.659668
	Iteration 31Q: 3 clusters Score -3315872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3315899.250000 Penalty: 5087.659668
	Iteration 32Q: 3 clusters Score -3315899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3315915.750000 Penalty: 5087.659668
	Iteration 33Q: 3 clusters Score -3315916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3315953.250000 Penalty: 5087.659668
	Iteration 34Q: 3 clusters Score -3315953 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3315976.250000 Penalty: 5087.659668
	Iteration 35Q: 3 clusters Score -3315976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3316009.500000 Penalty: 5087.659668
	Iteration 36Q: 3 clusters Score -3316010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3316042.250000 Penalty: 5087.659668
	Iteration 37Q: 3 clusters Score -3316042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3316082.500000 Penalty: 5087.659668
	Iteration 38Q: 3 clusters Score -3316082 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3316125.000000 Penalty: 5087.659668
	Iteration 39Q: 3 clusters Score -3316125 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3316153.750000 Penalty: 5087.659668
	Iteration 40F: 3 clusters Score -3316154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3316183.750000 Penalty: 5087.659668
	Iteration 41Q: 3 clusters Score -3316184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3316209.250000 Penalty: 5087.659668
	Iteration 42Q: 3 clusters Score -3316209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3316235.750000 Penalty: 5087.659668
	Iteration 43Q: 3 clusters Score -3316236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3316259.750000 Penalty: 5087.659668
	Iteration 44Q: 3 clusters Score -3316260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3316282.250000 Penalty: 5087.659668
	Iteration 45Q: 3 clusters Score -3316282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3316300.750000 Penalty: 5087.659668
	Iteration 46Q: 3 clusters Score -3316301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3316327.000000 Penalty: 5087.659668
	Iteration 47Q: 3 clusters Score -3316327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3316335.750000 Penalty: 5087.659668
	Iteration 48Q: 3 clusters Score -3316336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3316339.000000 Penalty: 5087.659668
	Iteration 49Q: 3 clusters Score -3316339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3316354.500000 Penalty: 5087.659668
	Iteration 50Q: 3 clusters Score -3316354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3316361.250000 Penalty: 5087.659668
	Iteration 51Q: 3 clusters Score -3316361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3316377.500000 Penalty: 5087.659668
	Iteration 52Q: 3 clusters Score -3316378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3316389.500000 Penalty: 5087.659668
	Iteration 53Q: 3 clusters Score -3316390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3316392.250000 Penalty: 5087.659668
	Iteration 54Q: 3 clusters Score -3316392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3316403.750000 Penalty: 5087.659668
	Iteration 55Q: 3 clusters Score -3316404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3316416.000000 Penalty: 5087.659668
	Iteration 56Q: 3 clusters Score -3316416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3316423.500000 Penalty: 5087.659668
	Iteration 57Q: 3 clusters Score -3316424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3316428.750000 Penalty: 5087.659668
	Iteration 58Q: 3 clusters Score -3316429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3316427.750000 Penalty: 5087.659668
	Iteration 59Q: 3 clusters Score -3316428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3316430.250000 Penalty: 5087.659668
	Iteration 60F: 3 clusters Score -3316430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3316429.000000 Penalty: 5087.659668
	Iteration 61Q: 3 clusters Score -3316429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3316429.750000 Penalty: 5087.659668
	Iteration 62Q: 3 clusters Score -3316430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3316433.000000 Penalty: 5087.659668
	Iteration 63Q: 3 clusters Score -3316433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3316435.750000 Penalty: 5087.659668
	Iteration 64Q: 3 clusters Score -3316436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3316438.000000 Penalty: 5087.659668
	Iteration 65Q: 3 clusters Score -3316438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3316439.000000 Penalty: 5087.659668
	Iteration 66Q: 3 clusters Score -3316439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3316442.000000 Penalty: 5087.659668
	Iteration 67Q: 3 clusters Score -3316442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3316442.000000 Penalty: 5087.659668
	Iteration 68F: 3 clusters Score -3316442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -2010539.625000 Penalty: 2406.440430
	Iteration 0F: 2 clusters Score -2010540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1998804.875000 Penalty: 4812.880859
	Iteration 0F: 3 clusters Score -1998805 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2002337.875000 Penalty: 4812.880859
	Iteration 1F: 3 clusters Score -2002338 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2002645.750000 Penalty: 4812.880859
	Iteration 2F: 3 clusters Score -2002646 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2002882.500000 Penalty: 4812.880859
	Iteration 3Q: 3 clusters Score -2002882 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2003095.250000 Penalty: 4812.880859
	Iteration 4Q: 3 clusters Score -2003095 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2003288.375000 Penalty: 4812.880859
	Iteration 5Q: 3 clusters Score -2003288 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2003446.250000 Penalty: 4812.880859
	Iteration 6Q: 3 clusters Score -2003446 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2003640.000000 Penalty: 4812.880859
	Iteration 7Q: 3 clusters Score -2003640 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2003868.375000 Penalty: 4812.880859
	Iteration 8Q: 3 clusters Score -2003868 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2004186.500000 Penalty: 4812.880859
	Iteration 9Q: 3 clusters Score -2004186 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2004560.750000 Penalty: 4812.880859
	Iteration 10Q: 3 clusters Score -2004561 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2005044.000000 Penalty: 4812.880859
	Iteration 11Q: 3 clusters Score -2005044 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2005623.500000 Penalty: 4812.880859
	Iteration 12Q: 3 clusters Score -2005624 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2006279.250000 Penalty: 4812.880859
	Iteration 13F: 3 clusters Score -2006279 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2006900.625000 Penalty: 4812.880859
	Iteration 14Q: 3 clusters Score -2006901 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2007404.875000 Penalty: 4812.880859
	Iteration 15Q: 3 clusters Score -2007405 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2007776.500000 Penalty: 4812.880859
	Iteration 16Q: 3 clusters Score -2007776 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2008021.750000 Penalty: 4812.880859
	Iteration 17Q: 3 clusters Score -2008022 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2008177.375000 Penalty: 4812.880859
	Iteration 18Q: 3 clusters Score -2008177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2008269.000000 Penalty: 4812.880859
	Iteration 19Q: 3 clusters Score -2008269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2008321.875000 Penalty: 4812.880859
	Iteration 20F: 3 clusters Score -2008322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2008360.500000 Penalty: 4812.880859
	Iteration 21Q: 3 clusters Score -2008360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2008384.625000 Penalty: 4812.880859
	Iteration 22Q: 3 clusters Score -2008385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2008392.000000 Penalty: 4812.880859
	Iteration 23Q: 3 clusters Score -2008392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2008395.000000 Penalty: 4812.880859
	Iteration 24Q: 3 clusters Score -2008395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2008398.250000 Penalty: 4812.880859
	Iteration 25Q: 3 clusters Score -2008398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2008400.125000 Penalty: 4812.880859
	Iteration 26Q: 3 clusters Score -2008400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2008406.375000 Penalty: 4812.880859
	Iteration 27Q: 3 clusters Score -2008406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2008406.250000 Penalty: 4812.880859
	Iteration 28Q: 3 clusters Score -2008406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2008411.625000 Penalty: 4812.880859
	Iteration 29Q: 3 clusters Score -2008412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2008411.625000 Penalty: 4812.880859
	Iteration 30F: 3 clusters Score -2008412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162219 members 
Entering Unmasked Estep 
Score: -19878650.000000 Penalty: 2975.182129
	Iteration 0F: 2 clusters Score -1.987865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -19771830.000000 Penalty: 5950.364258
	Iteration 0F: 3 clusters Score -1.977183e+07 nChanged 77663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -19817382.000000 Penalty: 5950.364258
	Iteration 1F: 3 clusters Score -1.981738e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -19818790.000000 Penalty: 5950.364258
	Iteration 2Q: 3 clusters Score -1.981879e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -19821216.000000 Penalty: 5950.364258
	Iteration 3Q: 3 clusters Score -1.982122e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 92324 members 
Entering Unmasked Estep 
Score: -19824630.000000 Penalty: 5950.364258
	Iteration 4Q: 3 clusters Score -1.982463e+07 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -19830830.000000 Penalty: 5950.364258
	Iteration 5F: 3 clusters Score -1.983083e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 107430 members 
Entering Unmasked Estep 
Score: -19840612.000000 Penalty: 5950.364258
	Iteration 6F: 3 clusters Score -1.984061e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 116691 members 
Entering Unmasked Estep 
Score: -19852594.000000 Penalty: 5950.364258
	Iteration 7F: 3 clusters Score -1.985259e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 123641 members 
Entering Unmasked Estep 
Score: -19863676.000000 Penalty: 5950.364258
	Iteration 8F: 3 clusters Score -1.986368e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 127207 members 
Entering Unmasked Estep 
Score: -19869382.000000 Penalty: 5950.364258
	Iteration 9Q: 3 clusters Score -1.986938e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 129215 members 
Entering Unmasked Estep 
Score: -19871386.000000 Penalty: 5950.364258
	Iteration 10Q: 3 clusters Score -1.987139e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -19872442.000000 Penalty: 5950.364258
	Iteration 11Q: 3 clusters Score -1.987244e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 132121 members 
Entering Unmasked Estep 
Score: -19873228.000000 Penalty: 5950.364258
	Iteration 12Q: 3 clusters Score -1.987323e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 133333 members 
Entering Unmasked Estep 
Score: -19873736.000000 Penalty: 5950.364258
	Iteration 13Q: 3 clusters Score -1.987374e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -19874244.000000 Penalty: 5950.364258
	Iteration 14Q: 3 clusters Score -1.987424e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 135463 members 
Entering Unmasked Estep 
Score: -19874566.000000 Penalty: 5950.364258
	Iteration 15Q: 3 clusters Score -1.987457e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -19874878.000000 Penalty: 5950.364258
	Iteration 16Q: 3 clusters Score -1.987488e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -19875326.000000 Penalty: 5950.364258
	Iteration 17Q: 3 clusters Score -1.987533e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 138150 members 
Entering Unmasked Estep 
Score: -19875608.000000 Penalty: 5950.364258
	Iteration 18Q: 3 clusters Score -1.987561e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 138978 members 
Entering Unmasked Estep 
Score: -19875858.000000 Penalty: 5950.364258
	Iteration 19Q: 3 clusters Score -1.987586e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 139748 members 
Entering Unmasked Estep 
Score: -19876096.000000 Penalty: 5950.364258
	Iteration 20F: 3 clusters Score -1.98761e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 140463 members 
Entering Unmasked Estep 
Score: -19876292.000000 Penalty: 5950.364258
	Iteration 21Q: 3 clusters Score -1.987629e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
Score: -19876460.000000 Penalty: 5950.364258
	Iteration 22Q: 3 clusters Score -1.987646e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 141809 members 
Entering Unmasked Estep 
Score: -19876556.000000 Penalty: 5950.364258
	Iteration 23Q: 3 clusters Score -1.987656e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -19876706.000000 Penalty: 5950.364258
	Iteration 24Q: 3 clusters Score -1.987671e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 143062 members 
Entering Unmasked Estep 
Score: -19876946.000000 Penalty: 5950.364258
	Iteration 25Q: 3 clusters Score -1.987695e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 143613 members 
Entering Unmasked Estep 
Score: -19877206.000000 Penalty: 5950.364258
	Iteration 26Q: 3 clusters Score -1.987721e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -19877398.000000 Penalty: 5950.364258
	Iteration 27Q: 3 clusters Score -1.98774e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 144706 members 
Entering Unmasked Estep 
Score: -19877594.000000 Penalty: 5950.364258
	Iteration 28Q: 3 clusters Score -1.987759e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 145228 members 
Entering Unmasked Estep 
Score: -19877786.000000 Penalty: 5950.364258
	Iteration 29Q: 3 clusters Score -1.987779e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 145799 members 
Entering Unmasked Estep 
Score: -19877984.000000 Penalty: 5950.364258
	Iteration 30Q: 3 clusters Score -1.987798e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -19878044.000000 Penalty: 5950.364258
	Iteration 31Q: 3 clusters Score -1.987804e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 146875 members 
Entering Unmasked Estep 
Score: -19878212.000000 Penalty: 5950.364258
	Iteration 32Q: 3 clusters Score -1.987821e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -19878320.000000 Penalty: 5950.364258
	Iteration 33Q: 3 clusters Score -1.987832e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 147955 members 
Entering Unmasked Estep 
Score: -19878420.000000 Penalty: 5950.364258
	Iteration 34Q: 3 clusters Score -1.987842e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -19878550.000000 Penalty: 5950.364258
	Iteration 35Q: 3 clusters Score -1.987855e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 149054 members 
Entering Unmasked Estep 
Score: -19878652.000000 Penalty: 5950.364258
	Iteration 36Q: 3 clusters Score -1.987865e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 149590 members 
Entering Unmasked Estep 
Score: -19878786.000000 Penalty: 5950.364258
	Iteration 37Q: 3 clusters Score -1.987879e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -19878862.000000 Penalty: 5950.364258
	Iteration 38Q: 3 clusters Score -1.987886e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 150560 members 
Entering Unmasked Estep 
Score: -19878896.000000 Penalty: 5950.364258
	Iteration 39Q: 3 clusters Score -1.98789e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -19878976.000000 Penalty: 5950.364258
	Iteration 40F: 3 clusters Score -1.987898e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 151453 members 
Entering Unmasked Estep 
Score: -19879086.000000 Penalty: 5950.364258
	Iteration 41Q: 3 clusters Score -1.987909e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -19879096.000000 Penalty: 5950.364258
	Iteration 42Q: 3 clusters Score -1.98791e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -19879130.000000 Penalty: 5950.364258
	Iteration 43Q: 3 clusters Score -1.987913e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 152552 members 
Entering Unmasked Estep 
Score: -19879102.000000 Penalty: 5950.364258
	Iteration 44Q: 3 clusters Score -1.98791e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 152849 members 
Entering Unmasked Estep 
Score: -19879072.000000 Penalty: 5950.364258
	Iteration 45Q: 3 clusters Score -1.987907e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -19879112.000000 Penalty: 5950.364258
	Iteration 46Q: 3 clusters Score -1.987911e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -19879152.000000 Penalty: 5950.364258
	Iteration 47Q: 3 clusters Score -1.987915e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 153667 members 
Entering Unmasked Estep 
Score: -19879164.000000 Penalty: 5950.364258
	Iteration 48Q: 3 clusters Score -1.987916e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 153924 members 
Entering Unmasked Estep 
Score: -19879144.000000 Penalty: 5950.364258
	Iteration 49Q: 3 clusters Score -1.987914e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 154176 members 
Entering Unmasked Estep 
Score: -19879136.000000 Penalty: 5950.364258
	Iteration 50Q: 3 clusters Score -1.987914e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -19879084.000000 Penalty: 5950.364258
	Iteration 51Q: 3 clusters Score -1.987908e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -19879100.000000 Penalty: 5950.364258
	Iteration 52Q: 3 clusters Score -1.98791e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -19879128.000000 Penalty: 5950.364258
	Iteration 53Q: 3 clusters Score -1.987913e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 155017 members 
Entering Unmasked Estep 
Score: -19879130.000000 Penalty: 5950.364258
	Iteration 54Q: 3 clusters Score -1.987913e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -19879108.000000 Penalty: 5950.364258
	Iteration 55Q: 3 clusters Score -1.987911e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -19879038.000000 Penalty: 5950.364258
	Iteration 56Q: 3 clusters Score -1.987904e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -19879058.000000 Penalty: 5950.364258
	Iteration 57Q: 3 clusters Score -1.987906e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -19879000.000000 Penalty: 5950.364258
	Iteration 58Q: 3 clusters Score -1.9879e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 155771 members 
Entering Unmasked Estep 
Score: -19878944.000000 Penalty: 5950.364258
	Iteration 59Q: 3 clusters Score -1.987894e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 155903 members 
Entering Unmasked Estep 
Score: -19878940.000000 Penalty: 5950.364258
	Iteration 60F: 3 clusters Score -1.987894e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 156034 members 
Entering Unmasked Estep 
Score: -19878930.000000 Penalty: 5950.364258
	Iteration 61Q: 3 clusters Score -1.987893e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -19878944.000000 Penalty: 5950.364258
	Iteration 62Q: 3 clusters Score -1.987894e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 156309 members 
Entering Unmasked Estep 
Score: -19878866.000000 Penalty: 5950.364258
	Iteration 63Q: 3 clusters Score -1.987887e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 156431 members 
Entering Unmasked Estep 
Score: -19878932.000000 Penalty: 5950.364258
	Iteration 64Q: 3 clusters Score -1.987893e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 156531 members 
Entering Unmasked Estep 
Score: -19878898.000000 Penalty: 5950.364258
	Iteration 65Q: 3 clusters Score -1.98789e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 156634 members 
Entering Unmasked Estep 
Score: -19878872.000000 Penalty: 5950.364258
	Iteration 66Q: 3 clusters Score -1.987887e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -19878848.000000 Penalty: 5950.364258
	Iteration 67Q: 3 clusters Score -1.987885e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -19878808.000000 Penalty: 5950.364258
	Iteration 68Q: 3 clusters Score -1.987881e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -19878804.000000 Penalty: 5950.364258
	Iteration 69Q: 3 clusters Score -1.98788e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -19878792.000000 Penalty: 5950.364258
	Iteration 70Q: 3 clusters Score -1.987879e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -19878798.000000 Penalty: 5950.364258
	Iteration 71Q: 3 clusters Score -1.98788e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 157141 members 
Entering Unmasked Estep 
Score: -19878742.000000 Penalty: 5950.364258
	Iteration 72Q: 3 clusters Score -1.987874e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -19878728.000000 Penalty: 5950.364258
	Iteration 73Q: 3 clusters Score -1.987873e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -19878696.000000 Penalty: 5950.364258
	Iteration 74Q: 3 clusters Score -1.98787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 157328 members 
Entering Unmasked Estep 
Score: -19878700.000000 Penalty: 5950.364258
	Iteration 75Q: 3 clusters Score -1.98787e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -19878672.000000 Penalty: 5950.364258
	Iteration 76Q: 3 clusters Score -1.987867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -19878676.000000 Penalty: 5950.364258
	Iteration 77Q: 3 clusters Score -1.987868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 157478 members 
Entering Unmasked Estep 
Score: -19878676.000000 Penalty: 5950.364258
	Iteration 78Q: 3 clusters Score -1.987868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -19878650.000000 Penalty: 5950.364258
	Iteration 79Q: 3 clusters Score -1.987865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -19878614.000000 Penalty: 5950.364258
	Iteration 80F: 3 clusters Score -1.987861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -19878606.000000 Penalty: 5950.364258
	Iteration 81Q: 3 clusters Score -1.987861e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 157590 members 
Entering Unmasked Estep 
Score: -19878598.000000 Penalty: 5950.364258
	Iteration 82Q: 3 clusters Score -1.98786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 157617 members 
Entering Unmasked Estep 
Score: -19878606.000000 Penalty: 5950.364258
	Iteration 83Q: 3 clusters Score -1.987861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 157649 members 
Entering Unmasked Estep 
Score: -19878598.000000 Penalty: 5950.364258
	Iteration 84Q: 3 clusters Score -1.98786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -19878578.000000 Penalty: 5950.364258
	Iteration 85Q: 3 clusters Score -1.987858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -19878574.000000 Penalty: 5950.364258
	Iteration 86Q: 3 clusters Score -1.987857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -19878586.000000 Penalty: 5950.364258
	Iteration 87Q: 3 clusters Score -1.987859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -19878568.000000 Penalty: 5950.364258
	Iteration 88Q: 3 clusters Score -1.987857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 157781 members 
Entering Unmasked Estep 
Score: -19878570.000000 Penalty: 5950.364258
	Iteration 89Q: 3 clusters Score -1.987857e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 157806 members 
Entering Unmasked Estep 
Score: -19878550.000000 Penalty: 5950.364258
	Iteration 90Q: 3 clusters Score -1.987855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -19878580.000000 Penalty: 5950.364258
	Iteration 91Q: 3 clusters Score -1.987858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -19878590.000000 Penalty: 5950.364258
	Iteration 92Q: 3 clusters Score -1.987859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 157857 members 
Entering Unmasked Estep 
Score: -19878582.000000 Penalty: 5950.364258
	Iteration 93Q: 3 clusters Score -1.987858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 157866 members 
Entering Unmasked Estep 
Score: -19878580.000000 Penalty: 5950.364258
	Iteration 94Q: 3 clusters Score -1.987858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -19878560.000000 Penalty: 5950.364258
	Iteration 95Q: 3 clusters Score -1.987856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 157890 members 
Entering Unmasked Estep 
Score: -19878532.000000 Penalty: 5950.364258
	Iteration 96Q: 3 clusters Score -1.987853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 157900 members 
Entering Unmasked Estep 
Score: -19878530.000000 Penalty: 5950.364258
	Iteration 97Q: 3 clusters Score -1.987853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -19878524.000000 Penalty: 5950.364258
	Iteration 98Q: 3 clusters Score -1.987852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -19878500.000000 Penalty: 5950.364258
	Iteration 99Q: 3 clusters Score -1.98785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -19878504.000000 Penalty: 5950.364258
	Iteration 100F: 3 clusters Score -1.98785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -19878508.000000 Penalty: 5950.364258
	Iteration 101Q: 3 clusters Score -1.987851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 157977 members 
Entering Unmasked Estep 
Score: -19878530.000000 Penalty: 5950.364258
	Iteration 102Q: 3 clusters Score -1.987853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -19878524.000000 Penalty: 5950.364258
	Iteration 103Q: 3 clusters Score -1.987852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 157995 members 
Entering Unmasked Estep 
Score: -19878510.000000 Penalty: 5950.364258
	Iteration 104Q: 3 clusters Score -1.987851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -19878502.000000 Penalty: 5950.364258
	Iteration 105Q: 3 clusters Score -1.98785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -19878466.000000 Penalty: 5950.364258
	Iteration 106Q: 3 clusters Score -1.987847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -19878472.000000 Penalty: 5950.364258
	Iteration 107Q: 3 clusters Score -1.987847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -19878476.000000 Penalty: 5950.364258
	Iteration 108Q: 3 clusters Score -1.987848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 158023 members 
Entering Unmasked Estep 
Score: -19878480.000000 Penalty: 5950.364258
	Iteration 109Q: 3 clusters Score -1.987848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 158025 members 
Entering Unmasked Estep 
Score: -19878480.000000 Penalty: 5950.364258
	Iteration 110Q: 3 clusters Score -1.987848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 158027 members 
Entering Unmasked Estep 
Score: -19878474.000000 Penalty: 5950.364258
	Iteration 111Q: 3 clusters Score -1.987847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 158029 members 
Entering Unmasked Estep 
Score: -19878476.000000 Penalty: 5950.364258
	Iteration 112Q: 3 clusters Score -1.987848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -19878472.000000 Penalty: 5950.364258
	Iteration 113Q: 3 clusters Score -1.987847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -19878468.000000 Penalty: 5950.364258
	Iteration 114Q: 3 clusters Score -1.987847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 158032 members 
Entering Unmasked Estep 
Score: -19878468.000000 Penalty: 5950.364258
	Iteration 115F: 3 clusters Score -1.987847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127348.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127348.5 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 556 members 
Entering Unmasked Estep 
Score: -125320.148438 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125320.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125568.210938 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125568.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125654.726562 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125654.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125705.875000 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125705.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125766.296875 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125766.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125811.210938 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125811.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125836.921875 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125865.937500 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125880.921875 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125888.492188 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125889.742188 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -125889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125889.742188 Penalty: 3482.900391
	Iteration 11F: 3 clusters Score -125889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Entering Unmasked Estep 
Score: -1763285.750000 Penalty: 2372.346924
	Iteration 0F: 2 clusters Score -1763286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1752914.250000 Penalty: 4744.693848
	Iteration 0F: 3 clusters Score -1752914 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1756118.875000 Penalty: 4744.693848
	Iteration 1F: 3 clusters Score -1756119 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1756416.250000 Penalty: 4744.693848
	Iteration 2F: 3 clusters Score -1756416 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1756633.875000 Penalty: 4744.693848
	Iteration 3Q: 3 clusters Score -1756634 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1756771.875000 Penalty: 4744.693848
	Iteration 4Q: 3 clusters Score -1756772 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1756889.625000 Penalty: 4744.693848
	Iteration 5Q: 3 clusters Score -1756890 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1756985.125000 Penalty: 4744.693848
	Iteration 6Q: 3 clusters Score -1756985 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1757066.375000 Penalty: 4744.693848
	Iteration 7Q: 3 clusters Score -1757066 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1757136.375000 Penalty: 4744.693848
	Iteration 8Q: 3 clusters Score -1757136 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1757186.750000 Penalty: 4744.693848
	Iteration 9Q: 3 clusters Score -1757187 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1757234.250000 Penalty: 4744.693848
	Iteration 10Q: 3 clusters Score -1757234 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1757282.375000 Penalty: 4744.693848
	Iteration 11Q: 3 clusters Score -1757282 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1757333.000000 Penalty: 4744.693848
	Iteration 12Q: 3 clusters Score -1757333 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1757370.625000 Penalty: 4744.693848
	Iteration 13Q: 3 clusters Score -1757371 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1757432.625000 Penalty: 4744.693848
	Iteration 14Q: 3 clusters Score -1757433 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1757483.625000 Penalty: 4744.693848
	Iteration 15Q: 3 clusters Score -1757484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1757550.625000 Penalty: 4744.693848
	Iteration 16Q: 3 clusters Score -1757551 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1757634.875000 Penalty: 4744.693848
	Iteration 17Q: 3 clusters Score -1757635 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1757767.625000 Penalty: 4744.693848
	Iteration 18Q: 3 clusters Score -1757768 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1757926.250000 Penalty: 4744.693848
	Iteration 19Q: 3 clusters Score -1757926 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1758138.625000 Penalty: 4744.693848
	Iteration 20F: 3 clusters Score -1758139 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1758425.750000 Penalty: 4744.693848
	Iteration 21Q: 3 clusters Score -1758426 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1758794.000000 Penalty: 4744.693848
	Iteration 22Q: 3 clusters Score -1758794 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1759234.500000 Penalty: 4744.693848
	Iteration 23Q: 3 clusters Score -1759234 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1759683.125000 Penalty: 4744.693848
	Iteration 24Q: 3 clusters Score -1759683 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1760130.500000 Penalty: 4744.693848
	Iteration 25Q: 3 clusters Score -1760130 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1760470.625000 Penalty: 4744.693848
	Iteration 26Q: 3 clusters Score -1760471 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1760686.875000 Penalty: 4744.693848
	Iteration 27Q: 3 clusters Score -1760687 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1760836.375000 Penalty: 4744.693848
	Iteration 28Q: 3 clusters Score -1760836 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1760940.375000 Penalty: 4744.693848
	Iteration 29Q: 3 clusters Score -1760940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1761010.625000 Penalty: 4744.693848
	Iteration 30Q: 3 clusters Score -1761011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1761063.250000 Penalty: 4744.693848
	Iteration 31Q: 3 clusters Score -1761063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1761106.125000 Penalty: 4744.693848
	Iteration 32Q: 3 clusters Score -1761106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1761134.875000 Penalty: 4744.693848
	Iteration 33Q: 3 clusters Score -1761135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1761161.750000 Penalty: 4744.693848
	Iteration 34Q: 3 clusters Score -1761162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1761180.500000 Penalty: 4744.693848
	Iteration 35Q: 3 clusters Score -1761180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1761195.000000 Penalty: 4744.693848
	Iteration 36Q: 3 clusters Score -1761195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1761196.250000 Penalty: 4744.693848
	Iteration 37Q: 3 clusters Score -1761196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1761196.500000 Penalty: 4744.693848
	Iteration 38Q: 3 clusters Score -1761196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1761197.000000 Penalty: 4744.693848
	Iteration 39Q: 3 clusters Score -1761197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1761197.000000 Penalty: 4744.693848
	Iteration 40F: 3 clusters Score -1761197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 75639 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185632 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171621 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 141720 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194127 members 
Mstep: Class 13 contains 66544 members 
Mstep: Class 14 contains 166207 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171181 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89796 members 
Mstep: Class 21 contains 28492 members 
Mstep: Class 22 contains 16373 members 
Mstep: Class 23 contains 162219 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680176.000000 Penalty: 88616.031250
Iteration 319Q: 26 clusters Score -1.946802e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 75642 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185625 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171620 members 
Mstep: Class 7 contains 55092 members 
Mstep: Class 8 contains 141734 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194132 members 
Mstep: Class 13 contains 66553 members 
Mstep: Class 14 contains 166200 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171173 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89807 members 
Mstep: Class 21 contains 28489 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 162215 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679968.000000 Penalty: 88616.031250
Iteration 320F: 26 clusters Score -1.9468e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 75642 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185615 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171628 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 141747 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194139 members 
Mstep: Class 13 contains 66554 members 
Mstep: Class 14 contains 166194 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171165 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89818 members 
Mstep: Class 21 contains 28482 members 
Mstep: Class 22 contains 16400 members 
Mstep: Class 23 contains 162205 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680144.000000 Penalty: 88616.031250
Iteration 321Q: 26 clusters Score -1.946801e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 75641 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185614 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171637 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 141760 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194146 members 
Mstep: Class 13 contains 66559 members 
Mstep: Class 14 contains 166189 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171148 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89824 members 
Mstep: Class 21 contains 28479 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 162190 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680000.000000 Penalty: 88616.031250
Iteration 322Q: 26 clusters Score -1.9468e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 75640 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185606 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171646 members 
Mstep: Class 7 contains 55088 members 
Mstep: Class 8 contains 141772 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194141 members 
Mstep: Class 13 contains 66563 members 
Mstep: Class 14 contains 166190 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171130 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 20 contains 89835 members 
Mstep: Class 21 contains 28471 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 162190 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680128.000000 Penalty: 88616.031250
Iteration 323Q: 26 clusters Score -1.946801e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 75646 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185604 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171652 members 
Mstep: Class 7 contains 55092 members 
Mstep: Class 8 contains 141802 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194118 members 
Mstep: Class 13 contains 66566 members 
Mstep: Class 14 contains 166183 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171107 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 89842 members 
Mstep: Class 21 contains 28466 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 162182 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680224.000000 Penalty: 88616.031250
Iteration 324Q: 26 clusters Score -1.946802e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 75648 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185586 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171656 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 141820 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194121 members 
Mstep: Class 13 contains 66569 members 
Mstep: Class 14 contains 166177 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171092 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89848 members 
Mstep: Class 21 contains 28461 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 162186 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680352.000000 Penalty: 88616.031250
Iteration 325Q: 26 clusters Score -1.946804e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 75649 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185567 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171662 members 
Mstep: Class 7 contains 55098 members 
Mstep: Class 8 contains 141835 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194131 members 
Mstep: Class 13 contains 66569 members 
Mstep: Class 14 contains 166172 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171079 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89849 members 
Mstep: Class 21 contains 28459 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 162187 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680224.000000 Penalty: 88616.031250
Iteration 326Q: 26 clusters Score -1.946802e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 75646 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185565 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171666 members 
Mstep: Class 7 contains 55102 members 
Mstep: Class 8 contains 141851 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194124 members 
Mstep: Class 13 contains 66570 members 
Mstep: Class 14 contains 166172 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171062 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89850 members 
Mstep: Class 21 contains 28457 members 
Mstep: Class 22 contains 16442 members 
Mstep: Class 23 contains 162187 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 14008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 327Q: 26 clusters Score -1.946803e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 75650 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185566 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171669 members 
Mstep: Class 7 contains 55104 members 
Mstep: Class 8 contains 141860 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194109 members 
Mstep: Class 13 contains 66581 members 
Mstep: Class 14 contains 166171 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171046 members 
Mstep: Class 18 contains 14051 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89857 members 
Mstep: Class 21 contains 28458 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 162189 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680144.000000 Penalty: 88616.031250
Iteration 328Q: 26 clusters Score -1.946801e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 75649 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185570 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171673 members 
Mstep: Class 7 contains 55104 members 
Mstep: Class 8 contains 141870 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194118 members 
Mstep: Class 13 contains 66591 members 
Mstep: Class 14 contains 166165 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171037 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89861 members 
Mstep: Class 21 contains 28456 members 
Mstep: Class 22 contains 16445 members 
Mstep: Class 23 contains 162182 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 329Q: 26 clusters Score -1.946803e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 75650 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185567 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171668 members 
Mstep: Class 7 contains 55107 members 
Mstep: Class 8 contains 141877 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194112 members 
Mstep: Class 13 contains 66599 members 
Mstep: Class 14 contains 166165 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171040 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89873 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 16440 members 
Mstep: Class 23 contains 162189 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680176.000000 Penalty: 88616.031250
Iteration 330Q: 26 clusters Score -1.946802e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 75651 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185567 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171657 members 
Mstep: Class 7 contains 55112 members 
Mstep: Class 8 contains 141885 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194110 members 
Mstep: Class 13 contains 66602 members 
Mstep: Class 14 contains 166163 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171042 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89886 members 
Mstep: Class 21 contains 28451 members 
Mstep: Class 22 contains 16446 members 
Mstep: Class 23 contains 162180 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680256.000000 Penalty: 88616.031250
Iteration 331Q: 26 clusters Score -1.946803e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 75653 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185571 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171652 members 
Mstep: Class 7 contains 55111 members 
Mstep: Class 8 contains 141890 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194136 members 
Mstep: Class 13 contains 66612 members 
Mstep: Class 14 contains 166157 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171038 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89895 members 
Mstep: Class 21 contains 28450 members 
Mstep: Class 22 contains 16451 members 
Mstep: Class 23 contains 162171 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680400.000000 Penalty: 88616.031250
Iteration 332Q: 26 clusters Score -1.946804e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 75654 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185568 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171644 members 
Mstep: Class 7 contains 55114 members 
Mstep: Class 8 contains 141904 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194153 members 
Mstep: Class 13 contains 66627 members 
Mstep: Class 14 contains 166153 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171025 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89897 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 16456 members 
Mstep: Class 23 contains 162180 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680496.000000 Penalty: 88616.031250
Iteration 333Q: 26 clusters Score -1.946805e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 75656 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185560 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171635 members 
Mstep: Class 7 contains 55117 members 
Mstep: Class 8 contains 141916 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194160 members 
Mstep: Class 13 contains 66638 members 
Mstep: Class 14 contains 166146 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171018 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89903 members 
Mstep: Class 21 contains 28450 members 
Mstep: Class 22 contains 16458 members 
Mstep: Class 23 contains 162194 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680400.000000 Penalty: 88616.031250
Iteration 334Q: 26 clusters Score -1.946804e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 75661 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185550 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171636 members 
Mstep: Class 7 contains 55120 members 
Mstep: Class 8 contains 141926 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194161 members 
Mstep: Class 13 contains 66638 members 
Mstep: Class 14 contains 166145 members 
Mstep: Class 15 contains 2706 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171009 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89907 members 
Mstep: Class 21 contains 28448 members 
Mstep: Class 22 contains 16459 members 
Mstep: Class 23 contains 162204 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680384.000000 Penalty: 88616.031250
Iteration 335Q: 26 clusters Score -1.946804e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 75661 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185543 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171633 members 
Mstep: Class 7 contains 55117 members 
Mstep: Class 8 contains 141929 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194170 members 
Mstep: Class 13 contains 66643 members 
Mstep: Class 14 contains 166141 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171010 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89908 members 
Mstep: Class 21 contains 28444 members 
Mstep: Class 22 contains 16466 members 
Mstep: Class 23 contains 162212 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 336Q: 26 clusters Score -1.946803e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 75661 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185535 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171626 members 
Mstep: Class 7 contains 55120 members 
Mstep: Class 8 contains 141937 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194169 members 
Mstep: Class 13 contains 66651 members 
Mstep: Class 14 contains 166136 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171011 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89913 members 
Mstep: Class 21 contains 28443 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 162220 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680416.000000 Penalty: 88616.031250
Iteration 337Q: 26 clusters Score -1.946804e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 75668 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185522 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171631 members 
Mstep: Class 7 contains 55118 members 
Mstep: Class 8 contains 141942 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194175 members 
Mstep: Class 13 contains 66661 members 
Mstep: Class 14 contains 166128 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171010 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89915 members 
Mstep: Class 21 contains 28441 members 
Mstep: Class 22 contains 16461 members 
Mstep: Class 23 contains 162223 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680544.000000 Penalty: 88616.031250
Iteration 338Q: 26 clusters Score -1.946805e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 75671 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185515 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171635 members 
Mstep: Class 7 contains 55112 members 
Mstep: Class 8 contains 141947 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194174 members 
Mstep: Class 13 contains 66670 members 
Mstep: Class 14 contains 166119 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171008 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89929 members 
Mstep: Class 21 contains 28441 members 
Mstep: Class 22 contains 16465 members 
Mstep: Class 23 contains 162220 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680272.000000 Penalty: 88616.031250
Iteration 339Q: 26 clusters Score -1.946803e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 75673 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185516 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171631 members 
Mstep: Class 7 contains 55108 members 
Mstep: Class 8 contains 141949 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194181 members 
Mstep: Class 13 contains 66684 members 
Mstep: Class 14 contains 166118 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 171005 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89935 members 
Mstep: Class 21 contains 28440 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 162211 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680144.000000 Penalty: 88616.031250
Iteration 340F: 26 clusters Score -1.946801e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 75675 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185520 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171627 members 
Mstep: Class 7 contains 55103 members 
Mstep: Class 8 contains 141952 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194199 members 
Mstep: Class 13 contains 66692 members 
Mstep: Class 14 contains 166115 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170999 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89941 members 
Mstep: Class 21 contains 28435 members 
Mstep: Class 22 contains 16469 members 
Mstep: Class 23 contains 162207 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680064.000000 Penalty: 88616.031250
Iteration 341Q: 26 clusters Score -1.946801e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 75676 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185523 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171621 members 
Mstep: Class 7 contains 55104 members 
Mstep: Class 8 contains 141969 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194201 members 
Mstep: Class 13 contains 66697 members 
Mstep: Class 14 contains 166113 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170991 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 89952 members 
Mstep: Class 21 contains 28432 members 
Mstep: Class 22 contains 16470 members 
Mstep: Class 23 contains 162193 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679968.000000 Penalty: 88616.031250
Iteration 342Q: 26 clusters Score -1.9468e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 75677 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185524 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171621 members 
Mstep: Class 7 contains 55106 members 
Mstep: Class 8 contains 141976 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194198 members 
Mstep: Class 13 contains 66707 members 
Mstep: Class 14 contains 166112 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170986 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 4937 members 
Mstep: Class 20 contains 89956 members 
Mstep: Class 21 contains 28428 members 
Mstep: Class 22 contains 16473 members 
Mstep: Class 23 contains 162188 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680048.000000 Penalty: 88616.031250
Iteration 343Q: 26 clusters Score -1.9468e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 75680 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185519 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171613 members 
Mstep: Class 7 contains 55106 members 
Mstep: Class 8 contains 141982 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194202 members 
Mstep: Class 13 contains 66709 members 
Mstep: Class 14 contains 166110 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170984 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 89958 members 
Mstep: Class 21 contains 28428 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 162194 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680128.000000 Penalty: 88616.031250
Iteration 344Q: 26 clusters Score -1.946801e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 75681 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 185515 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171608 members 
Mstep: Class 7 contains 55102 members 
Mstep: Class 8 contains 141984 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194209 members 
Mstep: Class 13 contains 66714 members 
Mstep: Class 14 contains 166111 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170980 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 4938 members 
Mstep: Class 20 contains 89972 members 
Mstep: Class 21 contains 28426 members 
Mstep: Class 22 contains 16488 members 
Mstep: Class 23 contains 162194 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680080.000000 Penalty: 88616.031250
Iteration 345Q: 26 clusters Score -1.946801e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 75683 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185516 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171613 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 141996 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194211 members 
Mstep: Class 13 contains 66718 members 
Mstep: Class 14 contains 166109 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170973 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 89978 members 
Mstep: Class 21 contains 28425 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 162188 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 88616.031250
Iteration 346Q: 26 clusters Score -1.946801e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 75684 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185514 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171622 members 
Mstep: Class 7 contains 55102 members 
Mstep: Class 8 contains 142003 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194217 members 
Mstep: Class 13 contains 66724 members 
Mstep: Class 14 contains 166101 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170960 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 89983 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 16506 members 
Mstep: Class 23 contains 162193 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680080.000000 Penalty: 88616.031250
Iteration 347Q: 26 clusters Score -1.946801e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 75685 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185517 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171625 members 
Mstep: Class 7 contains 55104 members 
Mstep: Class 8 contains 142009 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194218 members 
Mstep: Class 13 contains 66725 members 
Mstep: Class 14 contains 166097 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170946 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 89983 members 
Mstep: Class 21 contains 28421 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 162201 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679904.000000 Penalty: 88616.031250
Iteration 348Q: 26 clusters Score -1.946799e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 75689 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185522 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171623 members 
Mstep: Class 7 contains 55102 members 
Mstep: Class 8 contains 142014 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194219 members 
Mstep: Class 13 contains 66732 members 
Mstep: Class 14 contains 166096 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170937 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 89988 members 
Mstep: Class 21 contains 28416 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 162207 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679856.000000 Penalty: 88616.031250
Iteration 349Q: 26 clusters Score -1.946799e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 75693 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185521 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171622 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142021 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194223 members 
Mstep: Class 13 contains 66738 members 
Mstep: Class 14 contains 166094 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170925 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 89995 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 162216 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679792.000000 Penalty: 88616.031250
Iteration 350Q: 26 clusters Score -1.946798e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 75694 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185516 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171619 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142028 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194242 members 
Mstep: Class 13 contains 66742 members 
Mstep: Class 14 contains 166090 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170919 members 
Mstep: Class 18 contains 14043 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 90000 members 
Mstep: Class 21 contains 28408 members 
Mstep: Class 22 contains 16501 members 
Mstep: Class 23 contains 162210 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679856.000000 Penalty: 88616.031250
Iteration 351Q: 26 clusters Score -1.946799e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 75695 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185512 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171613 members 
Mstep: Class 7 contains 55097 members 
Mstep: Class 8 contains 142035 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194238 members 
Mstep: Class 13 contains 66741 members 
Mstep: Class 14 contains 166089 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170916 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90006 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16504 members 
Mstep: Class 23 contains 162207 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679808.000000 Penalty: 88616.031250
Iteration 352Q: 26 clusters Score -1.946798e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 75700 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185516 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171612 members 
Mstep: Class 7 contains 55094 members 
Mstep: Class 8 contains 142042 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194242 members 
Mstep: Class 13 contains 66740 members 
Mstep: Class 14 contains 166082 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170911 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90012 members 
Mstep: Class 21 contains 28410 members 
Mstep: Class 22 contains 16502 members 
Mstep: Class 23 contains 162195 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679968.000000 Penalty: 88616.031250
Iteration 353Q: 26 clusters Score -1.9468e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 75706 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185517 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171616 members 
Mstep: Class 7 contains 55089 members 
Mstep: Class 8 contains 142046 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194224 members 
Mstep: Class 13 contains 66748 members 
Mstep: Class 14 contains 166077 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170902 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90023 members 
Mstep: Class 21 contains 28411 members 
Mstep: Class 22 contains 16500 members 
Mstep: Class 23 contains 162196 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680096.000000 Penalty: 88616.031250
Iteration 354Q: 26 clusters Score -1.946801e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185521 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171617 members 
Mstep: Class 7 contains 55085 members 
Mstep: Class 8 contains 142053 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194217 members 
Mstep: Class 13 contains 66752 members 
Mstep: Class 14 contains 166074 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170899 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90028 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16498 members 
Mstep: Class 23 contains 162183 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680080.000000 Penalty: 88616.031250
Iteration 355Q: 26 clusters Score -1.946801e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185519 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171608 members 
Mstep: Class 7 contains 55084 members 
Mstep: Class 8 contains 142059 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194221 members 
Mstep: Class 13 contains 66754 members 
Mstep: Class 14 contains 166073 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170888 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90029 members 
Mstep: Class 21 contains 28410 members 
Mstep: Class 22 contains 16495 members 
Mstep: Class 23 contains 162191 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680032.000000 Penalty: 88616.031250
Iteration 356Q: 26 clusters Score -1.9468e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 75710 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185513 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171601 members 
Mstep: Class 7 contains 55083 members 
Mstep: Class 8 contains 142065 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194223 members 
Mstep: Class 13 contains 66759 members 
Mstep: Class 14 contains 166075 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170883 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90030 members 
Mstep: Class 21 contains 28408 members 
Mstep: Class 22 contains 16495 members 
Mstep: Class 23 contains 162202 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 88616.031250
Iteration 357Q: 26 clusters Score -1.946801e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185502 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171597 members 
Mstep: Class 7 contains 55083 members 
Mstep: Class 8 contains 142070 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194218 members 
Mstep: Class 13 contains 66762 members 
Mstep: Class 14 contains 166072 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90034 members 
Mstep: Class 21 contains 28406 members 
Mstep: Class 22 contains 16493 members 
Mstep: Class 23 contains 162215 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680064.000000 Penalty: 88616.031250
Iteration 358Q: 26 clusters Score -1.946801e+08 nChanged 99
Entering ConstructFrom: 
Score: -194680064.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (35757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Entering Unmasked Estep 
Score: -4401145.000000 Penalty: 2600.156250
	Iteration 0F: 2 clusters Score -4401145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4376901.500000 Penalty: 5200.312500
	Iteration 0F: 3 clusters Score -4376902 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4385680.500000 Penalty: 5200.312500
	Iteration 1F: 3 clusters Score -4385680 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4386229.000000 Penalty: 5200.312500
	Iteration 2Q: 3 clusters Score -4386229 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4386797.500000 Penalty: 5200.312500
	Iteration 3Q: 3 clusters Score -4386798 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4387392.500000 Penalty: 5200.312500
	Iteration 4Q: 3 clusters Score -4387392 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4388121.500000 Penalty: 5200.312500
	Iteration 5Q: 3 clusters Score -4388122 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4389087.000000 Penalty: 5200.312500
	Iteration 6Q: 3 clusters Score -4389087 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4390282.500000 Penalty: 5200.312500
	Iteration 7F: 3 clusters Score -4390282 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4391735.000000 Penalty: 5200.312500
	Iteration 8F: 3 clusters Score -4391735 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4393326.500000 Penalty: 5200.312500
	Iteration 9F: 3 clusters Score -4393326 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4394697.500000 Penalty: 5200.312500
	Iteration 10F: 3 clusters Score -4394698 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4395615.000000 Penalty: 5200.312500
	Iteration 11Q: 3 clusters Score -4395615 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4396009.000000 Penalty: 5200.312500
	Iteration 12Q: 3 clusters Score -4396009 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -4396188.500000 Penalty: 5200.312500
	Iteration 13Q: 3 clusters Score -4396188 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4396311.500000 Penalty: 5200.312500
	Iteration 14Q: 3 clusters Score -4396312 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4396396.500000 Penalty: 5200.312500
	Iteration 15Q: 3 clusters Score -4396396 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -4396486.000000 Penalty: 5200.312500
	Iteration 16Q: 3 clusters Score -4396486 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4396533.000000 Penalty: 5200.312500
	Iteration 17Q: 3 clusters Score -4396533 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4396582.000000 Penalty: 5200.312500
	Iteration 18Q: 3 clusters Score -4396582 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4396621.500000 Penalty: 5200.312500
	Iteration 19Q: 3 clusters Score -4396622 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4396669.000000 Penalty: 5200.312500
	Iteration 20F: 3 clusters Score -4396669 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4396711.000000 Penalty: 5200.312500
	Iteration 21Q: 3 clusters Score -4396711 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4396743.500000 Penalty: 5200.312500
	Iteration 22Q: 3 clusters Score -4396744 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4396785.000000 Penalty: 5200.312500
	Iteration 23Q: 3 clusters Score -4396785 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4396815.500000 Penalty: 5200.312500
	Iteration 24Q: 3 clusters Score -4396816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4396845.500000 Penalty: 5200.312500
	Iteration 25Q: 3 clusters Score -4396846 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4396854.000000 Penalty: 5200.312500
	Iteration 26Q: 3 clusters Score -4396854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4396889.000000 Penalty: 5200.312500
	Iteration 27Q: 3 clusters Score -4396889 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4396917.500000 Penalty: 5200.312500
	Iteration 28Q: 3 clusters Score -4396918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4396938.500000 Penalty: 5200.312500
	Iteration 29Q: 3 clusters Score -4396938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4396957.500000 Penalty: 5200.312500
	Iteration 30Q: 3 clusters Score -4396958 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4396975.500000 Penalty: 5200.312500
	Iteration 31Q: 3 clusters Score -4396976 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4396982.000000 Penalty: 5200.312500
	Iteration 32Q: 3 clusters Score -4396982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4396974.000000 Penalty: 5200.312500
	Iteration 33Q: 3 clusters Score -4396974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4396973.000000 Penalty: 5200.312500
	Iteration 34Q: 3 clusters Score -4396973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4396986.500000 Penalty: 5200.312500
	Iteration 35Q: 3 clusters Score -4396986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4396989.500000 Penalty: 5200.312500
	Iteration 36Q: 3 clusters Score -4396990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4396997.500000 Penalty: 5200.312500
	Iteration 37Q: 3 clusters Score -4396998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4397009.500000 Penalty: 5200.312500
	Iteration 38Q: 3 clusters Score -4397010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4397012.500000 Penalty: 5200.312500
	Iteration 39Q: 3 clusters Score -4397012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4397029.500000 Penalty: 5200.312500
	Iteration 40F: 3 clusters Score -4397030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4397053.000000 Penalty: 5200.312500
	Iteration 41Q: 3 clusters Score -4397053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4397056.000000 Penalty: 5200.312500
	Iteration 42Q: 3 clusters Score -4397056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4397059.500000 Penalty: 5200.312500
	Iteration 43Q: 3 clusters Score -4397060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4397064.500000 Penalty: 5200.312500
	Iteration 44Q: 3 clusters Score -4397064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4397069.500000 Penalty: 5200.312500
	Iteration 45Q: 3 clusters Score -4397070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -4397082.000000 Penalty: 5200.312500
	Iteration 46Q: 3 clusters Score -4397082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4397077.500000 Penalty: 5200.312500
	Iteration 47Q: 3 clusters Score -4397078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4397085.500000 Penalty: 5200.312500
	Iteration 48Q: 3 clusters Score -4397086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4397093.500000 Penalty: 5200.312500
	Iteration 49Q: 3 clusters Score -4397094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4397091.500000 Penalty: 5200.312500
	Iteration 50Q: 3 clusters Score -4397092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4397113.000000 Penalty: 5200.312500
	Iteration 51Q: 3 clusters Score -4397113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4397138.500000 Penalty: 5200.312500
	Iteration 52Q: 3 clusters Score -4397138 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4397145.500000 Penalty: 5200.312500
	Iteration 53Q: 3 clusters Score -4397146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4397163.000000 Penalty: 5200.312500
	Iteration 54Q: 3 clusters Score -4397163 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4397190.500000 Penalty: 5200.312500
	Iteration 55Q: 3 clusters Score -4397190 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4397200.500000 Penalty: 5200.312500
	Iteration 56Q: 3 clusters Score -4397200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4397212.500000 Penalty: 5200.312500
	Iteration 57Q: 3 clusters Score -4397212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4397233.000000 Penalty: 5200.312500
	Iteration 58Q: 3 clusters Score -4397233 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4397254.000000 Penalty: 5200.312500
	Iteration 59Q: 3 clusters Score -4397254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -4397275.500000 Penalty: 5200.312500
	Iteration 60F: 3 clusters Score -4397276 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4397281.000000 Penalty: 5200.312500
	Iteration 61Q: 3 clusters Score -4397281 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -4397289.000000 Penalty: 5200.312500
	Iteration 62Q: 3 clusters Score -4397289 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4397310.500000 Penalty: 5200.312500
	Iteration 63Q: 3 clusters Score -4397310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -4397335.000000 Penalty: 5200.312500
	Iteration 64Q: 3 clusters Score -4397335 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4397337.000000 Penalty: 5200.312500
	Iteration 65Q: 3 clusters Score -4397337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4397358.000000 Penalty: 5200.312500
	Iteration 66Q: 3 clusters Score -4397358 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4397392.000000 Penalty: 5200.312500
	Iteration 67Q: 3 clusters Score -4397392 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4397439.500000 Penalty: 5200.312500
	Iteration 68Q: 3 clusters Score -4397440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4397454.500000 Penalty: 5200.312500
	Iteration 69Q: 3 clusters Score -4397454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4397464.500000 Penalty: 5200.312500
	Iteration 70Q: 3 clusters Score -4397464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4397485.500000 Penalty: 5200.312500
	Iteration 71Q: 3 clusters Score -4397486 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4397510.500000 Penalty: 5200.312500
	Iteration 72Q: 3 clusters Score -4397510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4397524.500000 Penalty: 5200.312500
	Iteration 73Q: 3 clusters Score -4397524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4397545.000000 Penalty: 5200.312500
	Iteration 74Q: 3 clusters Score -4397545 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4397569.000000 Penalty: 5200.312500
	Iteration 75Q: 3 clusters Score -4397569 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4397585.000000 Penalty: 5200.312500
	Iteration 76Q: 3 clusters Score -4397585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4397602.000000 Penalty: 5200.312500
	Iteration 77Q: 3 clusters Score -4397602 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4397625.500000 Penalty: 5200.312500
	Iteration 78Q: 3 clusters Score -4397626 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4397634.000000 Penalty: 5200.312500
	Iteration 79Q: 3 clusters Score -4397634 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4397661.500000 Penalty: 5200.312500
	Iteration 80F: 3 clusters Score -4397662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -4397678.500000 Penalty: 5200.312500
	Iteration 81Q: 3 clusters Score -4397678 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4397704.500000 Penalty: 5200.312500
	Iteration 82Q: 3 clusters Score -4397704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4397727.000000 Penalty: 5200.312500
	Iteration 83Q: 3 clusters Score -4397727 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -4397740.000000 Penalty: 5200.312500
	Iteration 84Q: 3 clusters Score -4397740 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4397741.000000 Penalty: 5200.312500
	Iteration 85Q: 3 clusters Score -4397741 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4397780.500000 Penalty: 5200.312500
	Iteration 86Q: 3 clusters Score -4397780 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4397801.500000 Penalty: 5200.312500
	Iteration 87Q: 3 clusters Score -4397802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -4397854.000000 Penalty: 5200.312500
	Iteration 88Q: 3 clusters Score -4397854 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4397889.000000 Penalty: 5200.312500
	Iteration 89Q: 3 clusters Score -4397889 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4397911.500000 Penalty: 5200.312500
	Iteration 90Q: 3 clusters Score -4397912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -4397950.500000 Penalty: 5200.312500
	Iteration 91Q: 3 clusters Score -4397950 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4397976.000000 Penalty: 5200.312500
	Iteration 92Q: 3 clusters Score -4397976 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4398024.500000 Penalty: 5200.312500
	Iteration 93Q: 3 clusters Score -4398024 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4398089.000000 Penalty: 5200.312500
	Iteration 94Q: 3 clusters Score -4398089 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4398129.000000 Penalty: 5200.312500
	Iteration 95Q: 3 clusters Score -4398129 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4398179.500000 Penalty: 5200.312500
	Iteration 96Q: 3 clusters Score -4398180 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4398257.000000 Penalty: 5200.312500
	Iteration 97Q: 3 clusters Score -4398257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -4398306.500000 Penalty: 5200.312500
	Iteration 98Q: 3 clusters Score -4398306 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4398389.000000 Penalty: 5200.312500
	Iteration 99Q: 3 clusters Score -4398389 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4398468.000000 Penalty: 5200.312500
	Iteration 100F: 3 clusters Score -4398468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4398564.500000 Penalty: 5200.312500
	Iteration 101Q: 3 clusters Score -4398564 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4398665.500000 Penalty: 5200.312500
	Iteration 102Q: 3 clusters Score -4398666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -4398746.000000 Penalty: 5200.312500
	Iteration 103Q: 3 clusters Score -4398746 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -4398803.000000 Penalty: 5200.312500
	Iteration 104Q: 3 clusters Score -4398803 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4398874.000000 Penalty: 5200.312500
	Iteration 105Q: 3 clusters Score -4398874 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -4398928.500000 Penalty: 5200.312500
	Iteration 106Q: 3 clusters Score -4398928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4398970.000000 Penalty: 5200.312500
	Iteration 107Q: 3 clusters Score -4398970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4399006.500000 Penalty: 5200.312500
	Iteration 108Q: 3 clusters Score -4399006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4399046.500000 Penalty: 5200.312500
	Iteration 109Q: 3 clusters Score -4399046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4399098.000000 Penalty: 5200.312500
	Iteration 110Q: 3 clusters Score -4399098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -4399132.500000 Penalty: 5200.312500
	Iteration 111Q: 3 clusters Score -4399132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4399168.000000 Penalty: 5200.312500
	Iteration 112Q: 3 clusters Score -4399168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4399199.500000 Penalty: 5200.312500
	Iteration 113Q: 3 clusters Score -4399200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -4399236.500000 Penalty: 5200.312500
	Iteration 114Q: 3 clusters Score -4399236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4399257.500000 Penalty: 5200.312500
	Iteration 115Q: 3 clusters Score -4399258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4399275.000000 Penalty: 5200.312500
	Iteration 116Q: 3 clusters Score -4399275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4399291.500000 Penalty: 5200.312500
	Iteration 117Q: 3 clusters Score -4399292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4399313.500000 Penalty: 5200.312500
	Iteration 118Q: 3 clusters Score -4399314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4399310.500000 Penalty: 5200.312500
	Iteration 119Q: 3 clusters Score -4399310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4399316.500000 Penalty: 5200.312500
	Iteration 120F: 3 clusters Score -4399316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -4399321.000000 Penalty: 5200.312500
	Iteration 121Q: 3 clusters Score -4399321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4399312.500000 Penalty: 5200.312500
	Iteration 122Q: 3 clusters Score -4399312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4399323.000000 Penalty: 5200.312500
	Iteration 123Q: 3 clusters Score -4399323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4399316.000000 Penalty: 5200.312500
	Iteration 124Q: 3 clusters Score -4399316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4399327.500000 Penalty: 5200.312500
	Iteration 125Q: 3 clusters Score -4399328 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4399339.500000 Penalty: 5200.312500
	Iteration 126Q: 3 clusters Score -4399340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -4399342.500000 Penalty: 5200.312500
	Iteration 127Q: 3 clusters Score -4399342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4399344.000000 Penalty: 5200.312500
	Iteration 128Q: 3 clusters Score -4399344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4399341.500000 Penalty: 5200.312500
	Iteration 129Q: 3 clusters Score -4399342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4399354.000000 Penalty: 5200.312500
	Iteration 130Q: 3 clusters Score -4399354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4399347.500000 Penalty: 5200.312500
	Iteration 131Q: 3 clusters Score -4399348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4399359.500000 Penalty: 5200.312500
	Iteration 132Q: 3 clusters Score -4399360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4399374.500000 Penalty: 5200.312500
	Iteration 133Q: 3 clusters Score -4399374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4399376.000000 Penalty: 5200.312500
	Iteration 134Q: 3 clusters Score -4399376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4399379.000000 Penalty: 5200.312500
	Iteration 135Q: 3 clusters Score -4399379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4399383.500000 Penalty: 5200.312500
	Iteration 136Q: 3 clusters Score -4399384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4399380.000000 Penalty: 5200.312500
	Iteration 137Q: 3 clusters Score -4399380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4399382.000000 Penalty: 5200.312500
	Iteration 138Q: 3 clusters Score -4399382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -4399381.500000 Penalty: 5200.312500
	Iteration 139Q: 3 clusters Score -4399382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4399385.500000 Penalty: 5200.312500
	Iteration 140F: 3 clusters Score -4399386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4399381.500000 Penalty: 5200.312500
	Iteration 141Q: 3 clusters Score -4399382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4399384.000000 Penalty: 5200.312500
	Iteration 142Q: 3 clusters Score -4399384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4399379.500000 Penalty: 5200.312500
	Iteration 143Q: 3 clusters Score -4399380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -4399383.500000 Penalty: 5200.312500
	Iteration 144Q: 3 clusters Score -4399384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4399390.000000 Penalty: 5200.312500
	Iteration 145Q: 3 clusters Score -4399390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4399388.000000 Penalty: 5200.312500
	Iteration 146Q: 3 clusters Score -4399388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4399383.500000 Penalty: 5200.312500
	Iteration 147Q: 3 clusters Score -4399384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4399384.500000 Penalty: 5200.312500
	Iteration 148Q: 3 clusters Score -4399384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4399384.000000 Penalty: 5200.312500
	Iteration 149Q: 3 clusters Score -4399384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4399382.500000 Penalty: 5200.312500
	Iteration 150Q: 3 clusters Score -4399382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4399385.000000 Penalty: 5200.312500
	Iteration 151Q: 3 clusters Score -4399385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4399383.500000 Penalty: 5200.312500
	Iteration 152Q: 3 clusters Score -4399384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4399383.500000 Penalty: 5200.312500
	Iteration 153Q: 3 clusters Score -4399384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4399380.000000 Penalty: 5200.312500
	Iteration 154Q: 3 clusters Score -4399380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -4399376.000000 Penalty: 5200.312500
	Iteration 155Q: 3 clusters Score -4399376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4399377.000000 Penalty: 5200.312500
	Iteration 156Q: 3 clusters Score -4399377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4399382.000000 Penalty: 5200.312500
	Iteration 157Q: 3 clusters Score -4399382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4399385.000000 Penalty: 5200.312500
	Iteration 158Q: 3 clusters Score -4399385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4399385.000000 Penalty: 5200.312500
	Iteration 159Q: 3 clusters Score -4399385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4399385.000000 Penalty: 5200.312500
	Iteration 160F: 3 clusters Score -4399385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75704 members 
Entering Unmasked Estep 
Score: -9398323.000000 Penalty: 2786.177490
	Iteration 0F: 2 clusters Score -9398323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9347607 nChanged 35567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9367798 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9368601 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -9369391.000000 Penalty: 5572.354980
	Iteration 3Q: 3 clusters Score -9369391 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -9370616.000000 Penalty: 5572.354980
	Iteration 4Q: 3 clusters Score -9370616 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9372662.000000 Penalty: 5572.354980
	Iteration 5F: 3 clusters Score -9372662 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -9376030.000000 Penalty: 5572.354980
	Iteration 6F: 3 clusters Score -9376030 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -9381014.000000 Penalty: 5572.354980
	Iteration 7F: 3 clusters Score -9381014 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -9387049.000000 Penalty: 5572.354980
	Iteration 8F: 3 clusters Score -9387049 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -9391844.000000 Penalty: 5572.354980
	Iteration 9F: 3 clusters Score -9391844 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9394319.000000 Penalty: 5572.354980
	Iteration 10Q: 3 clusters Score -9394319 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9395287.000000 Penalty: 5572.354980
	Iteration 11Q: 3 clusters Score -9395287 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75379 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9395583.000000 Penalty: 5572.354980
	Iteration 12Q: 3 clusters Score -9395583 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9395707.000000 Penalty: 5572.354980
	Iteration 13Q: 3 clusters Score -9395707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9395777.000000 Penalty: 5572.354980
	Iteration 14Q: 3 clusters Score -9395777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9395801.000000 Penalty: 5572.354980
	Iteration 15Q: 3 clusters Score -9395801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9395808.000000 Penalty: 5572.354980
	Iteration 16Q: 3 clusters Score -9395808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9395820.000000 Penalty: 5572.354980
	Iteration 17Q: 3 clusters Score -9395820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9395823.000000 Penalty: 5572.354980
	Iteration 18Q: 3 clusters Score -9395823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9395823.000000 Penalty: 5572.354980
	Iteration 19F: 3 clusters Score -9395823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -456542.593750 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -456542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -452793.781250 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -452793.8 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -453663.968750 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -453664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -453813.687500 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -453813.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -453898.218750 Penalty: 4086.576416
	Iteration 3Q: 3 clusters Score -453898.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -453944.343750 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -453944.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -453989.468750 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -453989.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -454037.625000 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -454037.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -454084.968750 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -454085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -454134.281250 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -454134.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -454193.156250 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -454193.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -454262.000000 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -454262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -454338.843750 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -454338.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -454411.593750 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -454411.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -454480.343750 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -454480.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -454545.312500 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -454545.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -454615.750000 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -454615.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -454709.218750 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -454709.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -454796.812500 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -454796.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -454882.875000 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -454882.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -454974.812500 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -454974.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -455042.750000 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -455042.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -455104.250000 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -455104.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -455169.000000 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -455169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -455237.312500 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -455237.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -455298.437500 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -455298.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -455351.843750 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -455351.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -455391.437500 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -455391.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -455415.031250 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -455415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -455436.250000 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -455436.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -455449.343750 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -455449.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -455458.375000 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -455458.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -455466.593750 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -455466.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -455472.062500 Penalty: 4086.576416
	Iteration 32Q: 3 clusters Score -455472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -455474.281250 Penalty: 4086.576416
	Iteration 33Q: 3 clusters Score -455474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -455475.906250 Penalty: 4086.576416
	Iteration 34Q: 3 clusters Score -455475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -455476.031250 Penalty: 4086.576416
	Iteration 35Q: 3 clusters Score -455476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -455476.562500 Penalty: 4086.576416
	Iteration 36Q: 3 clusters Score -455476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -455476.562500 Penalty: 4086.576416
	Iteration 37F: 3 clusters Score -455476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185491 members 
Entering Unmasked Estep 
Score: -22951946.000000 Penalty: 3008.428955
	Iteration 0F: 2 clusters Score -2.295195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -22840378.000000 Penalty: 6016.857910
	Iteration 0F: 3 clusters Score -2.284038e+07 nChanged 89192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 93125 members 
Entering Unmasked Estep 
Score: -22891762.000000 Penalty: 6016.857910
	Iteration 1F: 3 clusters Score -2.289176e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 93134 members 
Entering Unmasked Estep 
Score: -22892780.000000 Penalty: 6016.857910
	Iteration 2Q: 3 clusters Score -2.289278e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -22893690.000000 Penalty: 6016.857910
	Iteration 3Q: 3 clusters Score -2.289369e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -22895078.000000 Penalty: 6016.857910
	Iteration 4Q: 3 clusters Score -2.289508e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 93709 members 
Entering Unmasked Estep 
Score: -22896348.000000 Penalty: 6016.857910
	Iteration 5Q: 3 clusters Score -2.289635e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -22897836.000000 Penalty: 6016.857910
	Iteration 6Q: 3 clusters Score -2.289784e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90353 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -22899794.000000 Penalty: 6016.857910
	Iteration 7Q: 3 clusters Score -2.289979e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -22902088.000000 Penalty: 6016.857910
	Iteration 8Q: 3 clusters Score -2.290209e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -22904462.000000 Penalty: 6016.857910
	Iteration 9Q: 3 clusters Score -2.290446e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -22907494.000000 Penalty: 6016.857910
	Iteration 10Q: 3 clusters Score -2.290749e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -22911182.000000 Penalty: 6016.857910
	Iteration 11Q: 3 clusters Score -2.291118e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 109978 members 
Entering Unmasked Estep 
Score: -22916054.000000 Penalty: 6016.857910
	Iteration 12F: 3 clusters Score -2.291605e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
Score: -22922002.000000 Penalty: 6016.857910
	Iteration 13F: 3 clusters Score -2.2922e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -22928206.000000 Penalty: 6016.857910
	Iteration 14F: 3 clusters Score -2.292821e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 128357 members 
Entering Unmasked Estep 
Score: -22934806.000000 Penalty: 6016.857910
	Iteration 15Q: 3 clusters Score -2.293481e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 133283 members 
Entering Unmasked Estep 
Score: -22941368.000000 Penalty: 6016.857910
	Iteration 16Q: 3 clusters Score -2.294137e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 136910 members 
Entering Unmasked Estep 
Score: -22946832.000000 Penalty: 6016.857910
	Iteration 17Q: 3 clusters Score -2.294683e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -22949984.000000 Penalty: 6016.857910
	Iteration 18Q: 3 clusters Score -2.294998e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 140758 members 
Entering Unmasked Estep 
Score: -22951298.000000 Penalty: 6016.857910
	Iteration 19Q: 3 clusters Score -2.29513e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 141731 members 
Entering Unmasked Estep 
Score: -22951958.000000 Penalty: 6016.857910
	Iteration 20F: 3 clusters Score -2.295196e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -22952304.000000 Penalty: 6016.857910
	Iteration 21Q: 3 clusters Score -2.29523e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -22952620.000000 Penalty: 6016.857910
	Iteration 22Q: 3 clusters Score -2.295262e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 143673 members 
Entering Unmasked Estep 
Score: -22952866.000000 Penalty: 6016.857910
	Iteration 23Q: 3 clusters Score -2.295287e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -22953058.000000 Penalty: 6016.857910
	Iteration 24Q: 3 clusters Score -2.295306e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 144402 members 
Entering Unmasked Estep 
Score: -22953196.000000 Penalty: 6016.857910
	Iteration 25Q: 3 clusters Score -2.29532e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 144630 members 
Entering Unmasked Estep 
Score: -22953320.000000 Penalty: 6016.857910
	Iteration 26Q: 3 clusters Score -2.295332e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -22953212.000000 Penalty: 6016.857910
	Iteration 27Q: 3 clusters Score -2.295321e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -22953214.000000 Penalty: 6016.857910
	Iteration 28Q: 3 clusters Score -2.295321e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 145268 members 
Entering Unmasked Estep 
Score: -22953250.000000 Penalty: 6016.857910
	Iteration 29Q: 3 clusters Score -2.295325e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 145439 members 
Entering Unmasked Estep 
Score: -22953250.000000 Penalty: 6016.857910
	Iteration 30Q: 3 clusters Score -2.295325e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 145614 members 
Entering Unmasked Estep 
Score: -22953296.000000 Penalty: 6016.857910
	Iteration 31Q: 3 clusters Score -2.29533e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -22953306.000000 Penalty: 6016.857910
	Iteration 32Q: 3 clusters Score -2.295331e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 145892 members 
Entering Unmasked Estep 
Score: -22953308.000000 Penalty: 6016.857910
	Iteration 33Q: 3 clusters Score -2.295331e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 146023 members 
Entering Unmasked Estep 
Score: -22953334.000000 Penalty: 6016.857910
	Iteration 34Q: 3 clusters Score -2.295333e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 146147 members 
Entering Unmasked Estep 
Score: -22953372.000000 Penalty: 6016.857910
	Iteration 35Q: 3 clusters Score -2.295337e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 146294 members 
Entering Unmasked Estep 
Score: -22953348.000000 Penalty: 6016.857910
	Iteration 36Q: 3 clusters Score -2.295335e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 146464 members 
Entering Unmasked Estep 
Score: -22953364.000000 Penalty: 6016.857910
	Iteration 37Q: 3 clusters Score -2.295336e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 146649 members 
Entering Unmasked Estep 
Score: -22953428.000000 Penalty: 6016.857910
	Iteration 38Q: 3 clusters Score -2.295343e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 146831 members 
Entering Unmasked Estep 
Score: -22953426.000000 Penalty: 6016.857910
	Iteration 39Q: 3 clusters Score -2.295343e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 147006 members 
Entering Unmasked Estep 
Score: -22953404.000000 Penalty: 6016.857910
	Iteration 40F: 3 clusters Score -2.29534e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 147154 members 
Entering Unmasked Estep 
Score: -22953410.000000 Penalty: 6016.857910
	Iteration 41Q: 3 clusters Score -2.295341e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -22953370.000000 Penalty: 6016.857910
	Iteration 42Q: 3 clusters Score -2.295337e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -22953414.000000 Penalty: 6016.857910
	Iteration 43Q: 3 clusters Score -2.295341e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -22953410.000000 Penalty: 6016.857910
	Iteration 44Q: 3 clusters Score -2.295341e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -22953388.000000 Penalty: 6016.857910
	Iteration 45Q: 3 clusters Score -2.295339e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 147795 members 
Entering Unmasked Estep 
Score: -22953408.000000 Penalty: 6016.857910
	Iteration 46Q: 3 clusters Score -2.295341e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 147938 members 
Entering Unmasked Estep 
Score: -22953440.000000 Penalty: 6016.857910
	Iteration 47Q: 3 clusters Score -2.295344e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -22953400.000000 Penalty: 6016.857910
	Iteration 48Q: 3 clusters Score -2.29534e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -22953406.000000 Penalty: 6016.857910
	Iteration 49Q: 3 clusters Score -2.295341e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 148402 members 
Entering Unmasked Estep 
Score: -22953420.000000 Penalty: 6016.857910
	Iteration 50Q: 3 clusters Score -2.295342e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -22953464.000000 Penalty: 6016.857910
	Iteration 51Q: 3 clusters Score -2.295346e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 148687 members 
Entering Unmasked Estep 
Score: -22953492.000000 Penalty: 6016.857910
	Iteration 52Q: 3 clusters Score -2.295349e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -22953448.000000 Penalty: 6016.857910
	Iteration 53Q: 3 clusters Score -2.295345e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -22953500.000000 Penalty: 6016.857910
	Iteration 54Q: 3 clusters Score -2.29535e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -22953520.000000 Penalty: 6016.857910
	Iteration 55Q: 3 clusters Score -2.295352e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 149353 members 
Entering Unmasked Estep 
Score: -22953560.000000 Penalty: 6016.857910
	Iteration 56Q: 3 clusters Score -2.295356e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 149526 members 
Entering Unmasked Estep 
Score: -22953548.000000 Penalty: 6016.857910
	Iteration 57Q: 3 clusters Score -2.295355e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 149692 members 
Entering Unmasked Estep 
Score: -22953580.000000 Penalty: 6016.857910
	Iteration 58Q: 3 clusters Score -2.295358e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 149873 members 
Entering Unmasked Estep 
Score: -22953540.000000 Penalty: 6016.857910
	Iteration 59Q: 3 clusters Score -2.295354e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 150028 members 
Entering Unmasked Estep 
Score: -22953552.000000 Penalty: 6016.857910
	Iteration 60F: 3 clusters Score -2.295355e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 150191 members 
Entering Unmasked Estep 
Score: -22953540.000000 Penalty: 6016.857910
	Iteration 61Q: 3 clusters Score -2.295354e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -22953476.000000 Penalty: 6016.857910
	Iteration 62Q: 3 clusters Score -2.295348e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 150464 members 
Entering Unmasked Estep 
Score: -22953462.000000 Penalty: 6016.857910
	Iteration 63Q: 3 clusters Score -2.295346e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 150592 members 
Entering Unmasked Estep 
Score: -22953456.000000 Penalty: 6016.857910
	Iteration 64Q: 3 clusters Score -2.295346e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 150734 members 
Entering Unmasked Estep 
Score: -22953464.000000 Penalty: 6016.857910
	Iteration 65Q: 3 clusters Score -2.295346e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -22953472.000000 Penalty: 6016.857910
	Iteration 66Q: 3 clusters Score -2.295347e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 151005 members 
Entering Unmasked Estep 
Score: -22953478.000000 Penalty: 6016.857910
	Iteration 67Q: 3 clusters Score -2.295348e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 151142 members 
Entering Unmasked Estep 
Score: -22953510.000000 Penalty: 6016.857910
	Iteration 68Q: 3 clusters Score -2.295351e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -22953500.000000 Penalty: 6016.857910
	Iteration 69Q: 3 clusters Score -2.29535e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 151472 members 
Entering Unmasked Estep 
Score: -22953482.000000 Penalty: 6016.857910
	Iteration 70Q: 3 clusters Score -2.295348e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 151638 members 
Entering Unmasked Estep 
Score: -22953448.000000 Penalty: 6016.857910
	Iteration 71Q: 3 clusters Score -2.295345e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 151816 members 
Entering Unmasked Estep 
Score: -22953460.000000 Penalty: 6016.857910
	Iteration 72Q: 3 clusters Score -2.295346e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -22953366.000000 Penalty: 6016.857910
	Iteration 73Q: 3 clusters Score -2.295337e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -22953312.000000 Penalty: 6016.857910
	Iteration 74Q: 3 clusters Score -2.295331e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 152316 members 
Entering Unmasked Estep 
Score: -22953278.000000 Penalty: 6016.857910
	Iteration 75Q: 3 clusters Score -2.295328e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -22953260.000000 Penalty: 6016.857910
	Iteration 76Q: 3 clusters Score -2.295326e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -22953246.000000 Penalty: 6016.857910
	Iteration 77Q: 3 clusters Score -2.295325e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 152779 members 
Entering Unmasked Estep 
Score: -22953232.000000 Penalty: 6016.857910
	Iteration 78Q: 3 clusters Score -2.295323e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -22953250.000000 Penalty: 6016.857910
	Iteration 79Q: 3 clusters Score -2.295325e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -22953214.000000 Penalty: 6016.857910
	Iteration 80F: 3 clusters Score -2.295321e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -22953192.000000 Penalty: 6016.857910
	Iteration 81Q: 3 clusters Score -2.295319e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -22953210.000000 Penalty: 6016.857910
	Iteration 82Q: 3 clusters Score -2.295321e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -22953250.000000 Penalty: 6016.857910
	Iteration 83Q: 3 clusters Score -2.295325e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 154029 members 
Entering Unmasked Estep 
Score: -22953228.000000 Penalty: 6016.857910
	Iteration 84Q: 3 clusters Score -2.295323e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -22953272.000000 Penalty: 6016.857910
	Iteration 85Q: 3 clusters Score -2.295327e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 154572 members 
Entering Unmasked Estep 
Score: -22953240.000000 Penalty: 6016.857910
	Iteration 86Q: 3 clusters Score -2.295324e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -22953208.000000 Penalty: 6016.857910
	Iteration 87Q: 3 clusters Score -2.295321e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -22953196.000000 Penalty: 6016.857910
	Iteration 88Q: 3 clusters Score -2.29532e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -22953134.000000 Penalty: 6016.857910
	Iteration 89Q: 3 clusters Score -2.295313e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -22953182.000000 Penalty: 6016.857910
	Iteration 90Q: 3 clusters Score -2.295318e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 155820 members 
Entering Unmasked Estep 
Score: -22953110.000000 Penalty: 6016.857910
	Iteration 91Q: 3 clusters Score -2.295311e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -22953140.000000 Penalty: 6016.857910
	Iteration 92Q: 3 clusters Score -2.295314e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -22953126.000000 Penalty: 6016.857910
	Iteration 93Q: 3 clusters Score -2.295313e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -22953034.000000 Penalty: 6016.857910
	Iteration 94Q: 3 clusters Score -2.295303e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -22953038.000000 Penalty: 6016.857910
	Iteration 95Q: 3 clusters Score -2.295304e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 156811 members 
Entering Unmasked Estep 
Score: -22953096.000000 Penalty: 6016.857910
	Iteration 96Q: 3 clusters Score -2.29531e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -22953050.000000 Penalty: 6016.857910
	Iteration 97Q: 3 clusters Score -2.295305e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -22952980.000000 Penalty: 6016.857910
	Iteration 98Q: 3 clusters Score -2.295298e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -22952932.000000 Penalty: 6016.857910
	Iteration 99Q: 3 clusters Score -2.295293e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 157724 members 
Entering Unmasked Estep 
Score: -22952986.000000 Penalty: 6016.857910
	Iteration 100F: 3 clusters Score -2.295299e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -22953036.000000 Penalty: 6016.857910
	Iteration 101Q: 3 clusters Score -2.295304e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -22952996.000000 Penalty: 6016.857910
	Iteration 102Q: 3 clusters Score -2.2953e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 158359 members 
Entering Unmasked Estep 
Score: -22953006.000000 Penalty: 6016.857910
	Iteration 103Q: 3 clusters Score -2.295301e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -22952928.000000 Penalty: 6016.857910
	Iteration 104Q: 3 clusters Score -2.295293e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -22952908.000000 Penalty: 6016.857910
	Iteration 105Q: 3 clusters Score -2.295291e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -22952890.000000 Penalty: 6016.857910
	Iteration 106Q: 3 clusters Score -2.295289e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 159159 members 
Entering Unmasked Estep 
Score: -22952824.000000 Penalty: 6016.857910
	Iteration 107Q: 3 clusters Score -2.295282e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -22952796.000000 Penalty: 6016.857910
	Iteration 108Q: 3 clusters Score -2.29528e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -22952764.000000 Penalty: 6016.857910
	Iteration 109Q: 3 clusters Score -2.295276e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 159736 members 
Entering Unmasked Estep 
Score: -22952732.000000 Penalty: 6016.857910
	Iteration 110Q: 3 clusters Score -2.295273e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -22952756.000000 Penalty: 6016.857910
	Iteration 111Q: 3 clusters Score -2.295276e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -22952730.000000 Penalty: 6016.857910
	Iteration 112Q: 3 clusters Score -2.295273e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 160287 members 
Entering Unmasked Estep 
Score: -22952746.000000 Penalty: 6016.857910
	Iteration 113Q: 3 clusters Score -2.295275e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -22952724.000000 Penalty: 6016.857910
	Iteration 114Q: 3 clusters Score -2.295272e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -22952714.000000 Penalty: 6016.857910
	Iteration 115Q: 3 clusters Score -2.295271e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -22952656.000000 Penalty: 6016.857910
	Iteration 116Q: 3 clusters Score -2.295266e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 161075 members 
Entering Unmasked Estep 
Score: -22952614.000000 Penalty: 6016.857910
	Iteration 117Q: 3 clusters Score -2.295261e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -22952626.000000 Penalty: 6016.857910
	Iteration 118Q: 3 clusters Score -2.295263e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 161530 members 
Entering Unmasked Estep 
Score: -22952556.000000 Penalty: 6016.857910
	Iteration 119Q: 3 clusters Score -2.295256e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -22952566.000000 Penalty: 6016.857910
	Iteration 120F: 3 clusters Score -2.295257e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -22952562.000000 Penalty: 6016.857910
	Iteration 121Q: 3 clusters Score -2.295256e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 162195 members 
Entering Unmasked Estep 
Score: -22952566.000000 Penalty: 6016.857910
	Iteration 122Q: 3 clusters Score -2.295257e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 162433 members 
Entering Unmasked Estep 
Score: -22952542.000000 Penalty: 6016.857910
	Iteration 123Q: 3 clusters Score -2.295254e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -22952498.000000 Penalty: 6016.857910
	Iteration 124Q: 3 clusters Score -2.29525e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -22952474.000000 Penalty: 6016.857910
	Iteration 125Q: 3 clusters Score -2.295247e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -22952410.000000 Penalty: 6016.857910
	Iteration 126Q: 3 clusters Score -2.295241e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 163336 members 
Entering Unmasked Estep 
Score: -22952374.000000 Penalty: 6016.857910
	Iteration 127Q: 3 clusters Score -2.295237e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -22952354.000000 Penalty: 6016.857910
	Iteration 128Q: 3 clusters Score -2.295235e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 163784 members 
Entering Unmasked Estep 
Score: -22952352.000000 Penalty: 6016.857910
	Iteration 129Q: 3 clusters Score -2.295235e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 164004 members 
Entering Unmasked Estep 
Score: -22952308.000000 Penalty: 6016.857910
	Iteration 130Q: 3 clusters Score -2.295231e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 164201 members 
Entering Unmasked Estep 
Score: -22952284.000000 Penalty: 6016.857910
	Iteration 131Q: 3 clusters Score -2.295228e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -22952218.000000 Penalty: 6016.857910
	Iteration 132Q: 3 clusters Score -2.295222e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 164599 members 
Entering Unmasked Estep 
Score: -22952184.000000 Penalty: 6016.857910
	Iteration 133Q: 3 clusters Score -2.295218e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -22952148.000000 Penalty: 6016.857910
	Iteration 134Q: 3 clusters Score -2.295215e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -22952120.000000 Penalty: 6016.857910
	Iteration 135Q: 3 clusters Score -2.295212e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 165183 members 
Entering Unmasked Estep 
Score: -22952152.000000 Penalty: 6016.857910
	Iteration 136Q: 3 clusters Score -2.295215e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -22952184.000000 Penalty: 6016.857910
	Iteration 137Q: 3 clusters Score -2.295218e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 165590 members 
Entering Unmasked Estep 
Score: -22952186.000000 Penalty: 6016.857910
	Iteration 138Q: 3 clusters Score -2.295219e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -22952188.000000 Penalty: 6016.857910
	Iteration 139Q: 3 clusters Score -2.295219e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 165983 members 
Entering Unmasked Estep 
Score: -22952136.000000 Penalty: 6016.857910
	Iteration 140F: 3 clusters Score -2.295214e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -22952186.000000 Penalty: 6016.857910
	Iteration 141Q: 3 clusters Score -2.295219e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 166439 members 
Entering Unmasked Estep 
Score: -22952196.000000 Penalty: 6016.857910
	Iteration 142Q: 3 clusters Score -2.29522e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -22952164.000000 Penalty: 6016.857910
	Iteration 143Q: 3 clusters Score -2.295216e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 166890 members 
Entering Unmasked Estep 
Score: -22952068.000000 Penalty: 6016.857910
	Iteration 144Q: 3 clusters Score -2.295207e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -22952064.000000 Penalty: 6016.857910
	Iteration 145Q: 3 clusters Score -2.295206e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 167334 members 
Entering Unmasked Estep 
Score: -22952046.000000 Penalty: 6016.857910
	Iteration 146Q: 3 clusters Score -2.295205e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 167584 members 
Entering Unmasked Estep 
Score: -22952006.000000 Penalty: 6016.857910
	Iteration 147Q: 3 clusters Score -2.295201e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 167807 members 
Entering Unmasked Estep 
Score: -22951960.000000 Penalty: 6016.857910
	Iteration 148Q: 3 clusters Score -2.295196e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -22952026.000000 Penalty: 6016.857910
	Iteration 149Q: 3 clusters Score -2.295203e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -22952004.000000 Penalty: 6016.857910
	Iteration 150Q: 3 clusters Score -2.2952e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 168498 members 
Entering Unmasked Estep 
Score: -22951992.000000 Penalty: 6016.857910
	Iteration 151Q: 3 clusters Score -2.295199e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 168735 members 
Entering Unmasked Estep 
Score: -22951934.000000 Penalty: 6016.857910
	Iteration 152Q: 3 clusters Score -2.295193e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -22951924.000000 Penalty: 6016.857910
	Iteration 153Q: 3 clusters Score -2.295192e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -22951964.000000 Penalty: 6016.857910
	Iteration 154Q: 3 clusters Score -2.295196e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 169405 members 
Entering Unmasked Estep 
Score: -22951890.000000 Penalty: 6016.857910
	Iteration 155Q: 3 clusters Score -2.295189e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 169617 members 
Entering Unmasked Estep 
Score: -22951894.000000 Penalty: 6016.857910
	Iteration 156Q: 3 clusters Score -2.295189e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 169800 members 
Entering Unmasked Estep 
Score: -22951906.000000 Penalty: 6016.857910
	Iteration 157Q: 3 clusters Score -2.295191e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 170001 members 
Entering Unmasked Estep 
Score: -22951878.000000 Penalty: 6016.857910
	Iteration 158Q: 3 clusters Score -2.295188e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -22951862.000000 Penalty: 6016.857910
	Iteration 159Q: 3 clusters Score -2.295186e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 170357 members 
Entering Unmasked Estep 
Score: -22951924.000000 Penalty: 6016.857910
	Iteration 160F: 3 clusters Score -2.295192e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 170522 members 
Entering Unmasked Estep 
Score: -22951900.000000 Penalty: 6016.857910
	Iteration 161Q: 3 clusters Score -2.29519e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -22951854.000000 Penalty: 6016.857910
	Iteration 162Q: 3 clusters Score -2.295185e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -22951898.000000 Penalty: 6016.857910
	Iteration 163Q: 3 clusters Score -2.29519e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -22951854.000000 Penalty: 6016.857910
	Iteration 164Q: 3 clusters Score -2.295185e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 171115 members 
Entering Unmasked Estep 
Score: -22951884.000000 Penalty: 6016.857910
	Iteration 165Q: 3 clusters Score -2.295188e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -22951910.000000 Penalty: 6016.857910
	Iteration 166Q: 3 clusters Score -2.295191e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 171383 members 
Entering Unmasked Estep 
Score: -22951916.000000 Penalty: 6016.857910
	Iteration 167Q: 3 clusters Score -2.295192e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -22951924.000000 Penalty: 6016.857910
	Iteration 168Q: 3 clusters Score -2.295192e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 171651 members 
Entering Unmasked Estep 
Score: -22951904.000000 Penalty: 6016.857910
	Iteration 169Q: 3 clusters Score -2.29519e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 171796 members 
Entering Unmasked Estep 
Score: -22951904.000000 Penalty: 6016.857910
	Iteration 170Q: 3 clusters Score -2.29519e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 171944 members 
Entering Unmasked Estep 
Score: -22951924.000000 Penalty: 6016.857910
	Iteration 171Q: 3 clusters Score -2.295192e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 172087 members 
Entering Unmasked Estep 
Score: -22951914.000000 Penalty: 6016.857910
	Iteration 172Q: 3 clusters Score -2.295191e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 172202 members 
Entering Unmasked Estep 
Score: -22951876.000000 Penalty: 6016.857910
	Iteration 173Q: 3 clusters Score -2.295188e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 172304 members 
Entering Unmasked Estep 
Score: -22951896.000000 Penalty: 6016.857910
	Iteration 174Q: 3 clusters Score -2.29519e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -22951928.000000 Penalty: 6016.857910
	Iteration 175Q: 3 clusters Score -2.295193e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 172537 members 
Entering Unmasked Estep 
Score: -22951876.000000 Penalty: 6016.857910
	Iteration 176Q: 3 clusters Score -2.295188e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 172642 members 
Entering Unmasked Estep 
Score: -22951868.000000 Penalty: 6016.857910
	Iteration 177Q: 3 clusters Score -2.295187e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -22951858.000000 Penalty: 6016.857910
	Iteration 178Q: 3 clusters Score -2.295186e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -22951850.000000 Penalty: 6016.857910
	Iteration 179Q: 3 clusters Score -2.295185e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 172911 members 
Entering Unmasked Estep 
Score: -22951824.000000 Penalty: 6016.857910
	Iteration 180F: 3 clusters Score -2.295182e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 172987 members 
Entering Unmasked Estep 
Score: -22951858.000000 Penalty: 6016.857910
	Iteration 181Q: 3 clusters Score -2.295186e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 173063 members 
Entering Unmasked Estep 
Score: -22951866.000000 Penalty: 6016.857910
	Iteration 182Q: 3 clusters Score -2.295187e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 173137 members 
Entering Unmasked Estep 
Score: -22951866.000000 Penalty: 6016.857910
	Iteration 183Q: 3 clusters Score -2.295187e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 173210 members 
Entering Unmasked Estep 
Score: -22951850.000000 Penalty: 6016.857910
	Iteration 184Q: 3 clusters Score -2.295185e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 173260 members 
Entering Unmasked Estep 
Score: -22951848.000000 Penalty: 6016.857910
	Iteration 185Q: 3 clusters Score -2.295185e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 173303 members 
Entering Unmasked Estep 
Score: -22951854.000000 Penalty: 6016.857910
	Iteration 186Q: 3 clusters Score -2.295185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -22951866.000000 Penalty: 6016.857910
	Iteration 187Q: 3 clusters Score -2.295187e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -22951856.000000 Penalty: 6016.857910
	Iteration 188Q: 3 clusters Score -2.295186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 173423 members 
Entering Unmasked Estep 
Score: -22951876.000000 Penalty: 6016.857910
	Iteration 189Q: 3 clusters Score -2.295188e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 173463 members 
Entering Unmasked Estep 
Score: -22951892.000000 Penalty: 6016.857910
	Iteration 190Q: 3 clusters Score -2.295189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 173514 members 
Entering Unmasked Estep 
Score: -22951880.000000 Penalty: 6016.857910
	Iteration 191Q: 3 clusters Score -2.295188e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 173557 members 
Entering Unmasked Estep 
Score: -22951886.000000 Penalty: 6016.857910
	Iteration 192Q: 3 clusters Score -2.295189e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 173598 members 
Entering Unmasked Estep 
Score: -22951866.000000 Penalty: 6016.857910
	Iteration 193Q: 3 clusters Score -2.295187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 173630 members 
Entering Unmasked Estep 
Score: -22951864.000000 Penalty: 6016.857910
	Iteration 194Q: 3 clusters Score -2.295186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -22951854.000000 Penalty: 6016.857910
	Iteration 195Q: 3 clusters Score -2.295185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 173683 members 
Entering Unmasked Estep 
Score: -22951860.000000 Penalty: 6016.857910
	Iteration 196Q: 3 clusters Score -2.295186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 173711 members 
Entering Unmasked Estep 
Score: -22951834.000000 Penalty: 6016.857910
	Iteration 197Q: 3 clusters Score -2.295183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 173739 members 
Entering Unmasked Estep 
Score: -22951852.000000 Penalty: 6016.857910
	Iteration 198Q: 3 clusters Score -2.295185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -22951862.000000 Penalty: 6016.857910
	Iteration 199Q: 3 clusters Score -2.295186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 173790 members 
Entering Unmasked Estep 
Score: -22951872.000000 Penalty: 6016.857910
	Iteration 200F: 3 clusters Score -2.295187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 173825 members 
Entering Unmasked Estep 
Score: -22951894.000000 Penalty: 6016.857910
	Iteration 201Q: 3 clusters Score -2.295189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 173863 members 
Entering Unmasked Estep 
Score: -22951890.000000 Penalty: 6016.857910
	Iteration 202Q: 3 clusters Score -2.295189e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -22951886.000000 Penalty: 6016.857910
	Iteration 203Q: 3 clusters Score -2.295189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -22951878.000000 Penalty: 6016.857910
	Iteration 204Q: 3 clusters Score -2.295188e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 173967 members 
Entering Unmasked Estep 
Score: -22951882.000000 Penalty: 6016.857910
	Iteration 205Q: 3 clusters Score -2.295188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 174005 members 
Entering Unmasked Estep 
Score: -22951886.000000 Penalty: 6016.857910
	Iteration 206Q: 3 clusters Score -2.295189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -22951860.000000 Penalty: 6016.857910
	Iteration 207Q: 3 clusters Score -2.295186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 174094 members 
Entering Unmasked Estep 
Score: -22951846.000000 Penalty: 6016.857910
	Iteration 208Q: 3 clusters Score -2.295185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 174138 members 
Entering Unmasked Estep 
Score: -22951832.000000 Penalty: 6016.857910
	Iteration 209Q: 3 clusters Score -2.295183e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 174176 members 
Entering Unmasked Estep 
Score: -22951840.000000 Penalty: 6016.857910
	Iteration 210Q: 3 clusters Score -2.295184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 174224 members 
Entering Unmasked Estep 
Score: -22951832.000000 Penalty: 6016.857910
	Iteration 211Q: 3 clusters Score -2.295183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 174272 members 
Entering Unmasked Estep 
Score: -22951794.000000 Penalty: 6016.857910
	Iteration 212Q: 3 clusters Score -2.295179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -22951788.000000 Penalty: 6016.857910
	Iteration 213Q: 3 clusters Score -2.295179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -22951766.000000 Penalty: 6016.857910
	Iteration 214Q: 3 clusters Score -2.295177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 174433 members 
Entering Unmasked Estep 
Score: -22951794.000000 Penalty: 6016.857910
	Iteration 215Q: 3 clusters Score -2.295179e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 174491 members 
Entering Unmasked Estep 
Score: -22951846.000000 Penalty: 6016.857910
	Iteration 216Q: 3 clusters Score -2.295185e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 174545 members 
Entering Unmasked Estep 
Score: -22951854.000000 Penalty: 6016.857910
	Iteration 217Q: 3 clusters Score -2.295185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -22951838.000000 Penalty: 6016.857910
	Iteration 218Q: 3 clusters Score -2.295184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -22951824.000000 Penalty: 6016.857910
	Iteration 219Q: 3 clusters Score -2.295182e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 174689 members 
Entering Unmasked Estep 
Score: -22951850.000000 Penalty: 6016.857910
	Iteration 220F: 3 clusters Score -2.295185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 174733 members 
Entering Unmasked Estep 
Score: -22951836.000000 Penalty: 6016.857910
	Iteration 221Q: 3 clusters Score -2.295184e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 174777 members 
Entering Unmasked Estep 
Score: -22951836.000000 Penalty: 6016.857910
	Iteration 222Q: 3 clusters Score -2.295184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 174823 members 
Entering Unmasked Estep 
Score: -22951808.000000 Penalty: 6016.857910
	Iteration 223Q: 3 clusters Score -2.295181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 174859 members 
Entering Unmasked Estep 
Score: -22951802.000000 Penalty: 6016.857910
	Iteration 224Q: 3 clusters Score -2.29518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 174878 members 
Entering Unmasked Estep 
Score: -22951816.000000 Penalty: 6016.857910
	Iteration 225Q: 3 clusters Score -2.295182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 174901 members 
Entering Unmasked Estep 
Score: -22951810.000000 Penalty: 6016.857910
	Iteration 226Q: 3 clusters Score -2.295181e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -22951808.000000 Penalty: 6016.857910
	Iteration 227Q: 3 clusters Score -2.295181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 174947 members 
Entering Unmasked Estep 
Score: -22951814.000000 Penalty: 6016.857910
	Iteration 228Q: 3 clusters Score -2.295181e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 174969 members 
Entering Unmasked Estep 
Score: -22951774.000000 Penalty: 6016.857910
	Iteration 229Q: 3 clusters Score -2.295177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 174995 members 
Entering Unmasked Estep 
Score: -22951748.000000 Penalty: 6016.857910
	Iteration 230Q: 3 clusters Score -2.295175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 175020 members 
Entering Unmasked Estep 
Score: -22951774.000000 Penalty: 6016.857910
	Iteration 231Q: 3 clusters Score -2.295177e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 175043 members 
Entering Unmasked Estep 
Score: -22951812.000000 Penalty: 6016.857910
	Iteration 232Q: 3 clusters Score -2.295181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -22951812.000000 Penalty: 6016.857910
	Iteration 233Q: 3 clusters Score -2.295181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 175079 members 
Entering Unmasked Estep 
Score: -22951802.000000 Penalty: 6016.857910
	Iteration 234Q: 3 clusters Score -2.29518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 175104 members 
Entering Unmasked Estep 
Score: -22951818.000000 Penalty: 6016.857910
	Iteration 235Q: 3 clusters Score -2.295182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 175123 members 
Entering Unmasked Estep 
Score: -22951804.000000 Penalty: 6016.857910
	Iteration 236Q: 3 clusters Score -2.29518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -22951796.000000 Penalty: 6016.857910
	Iteration 237Q: 3 clusters Score -2.29518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 175159 members 
Entering Unmasked Estep 
Score: -22951788.000000 Penalty: 6016.857910
	Iteration 238Q: 3 clusters Score -2.295179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 175177 members 
Entering Unmasked Estep 
Score: -22951782.000000 Penalty: 6016.857910
	Iteration 239Q: 3 clusters Score -2.295178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 175199 members 
Entering Unmasked Estep 
Score: -22951796.000000 Penalty: 6016.857910
	Iteration 240F: 3 clusters Score -2.29518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -22951796.000000 Penalty: 6016.857910
	Iteration 241Q: 3 clusters Score -2.29518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -22951796.000000 Penalty: 6016.857910
	Iteration 242Q: 3 clusters Score -2.29518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -22951816.000000 Penalty: 6016.857910
	Iteration 243Q: 3 clusters Score -2.295182e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 175259 members 
Entering Unmasked Estep 
Score: -22951814.000000 Penalty: 6016.857910
	Iteration 244Q: 3 clusters Score -2.295181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 175278 members 
Entering Unmasked Estep 
Score: -22951812.000000 Penalty: 6016.857910
	Iteration 245Q: 3 clusters Score -2.295181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -22951830.000000 Penalty: 6016.857910
	Iteration 246Q: 3 clusters Score -2.295183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 175292 members 
Entering Unmasked Estep 
Score: -22951800.000000 Penalty: 6016.857910
	Iteration 247Q: 3 clusters Score -2.29518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 175295 members 
Entering Unmasked Estep 
Score: -22951812.000000 Penalty: 6016.857910
	Iteration 248Q: 3 clusters Score -2.295181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -22951806.000000 Penalty: 6016.857910
	Iteration 249Q: 3 clusters Score -2.295181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 175300 members 
Entering Unmasked Estep 
Score: -22951808.000000 Penalty: 6016.857910
	Iteration 250Q: 3 clusters Score -2.295181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 175304 members 
Entering Unmasked Estep 
Score: -22951804.000000 Penalty: 6016.857910
	Iteration 251Q: 3 clusters Score -2.29518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 175311 members 
Entering Unmasked Estep 
Score: -22951788.000000 Penalty: 6016.857910
	Iteration 252Q: 3 clusters Score -2.295179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 175315 members 
Entering Unmasked Estep 
Score: -22951788.000000 Penalty: 6016.857910
	Iteration 253Q: 3 clusters Score -2.295179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 175318 members 
Entering Unmasked Estep 
Score: -22951794.000000 Penalty: 6016.857910
	Iteration 254Q: 3 clusters Score -2.295179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -22951798.000000 Penalty: 6016.857910
	Iteration 255Q: 3 clusters Score -2.29518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 175322 members 
Entering Unmasked Estep 
Score: -22951780.000000 Penalty: 6016.857910
	Iteration 256Q: 3 clusters Score -2.295178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 175327 members 
Entering Unmasked Estep 
Score: -22951780.000000 Penalty: 6016.857910
	Iteration 257Q: 3 clusters Score -2.295178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -22951796.000000 Penalty: 6016.857910
	Iteration 258Q: 3 clusters Score -2.29518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 175337 members 
Entering Unmasked Estep 
Score: -22951792.000000 Penalty: 6016.857910
	Iteration 259Q: 3 clusters Score -2.295179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 175341 members 
Entering Unmasked Estep 
Score: -22951796.000000 Penalty: 6016.857910
	Iteration 260F: 3 clusters Score -2.29518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 175350 members 
Entering Unmasked Estep 
Score: -22951800.000000 Penalty: 6016.857910
	Iteration 261Q: 3 clusters Score -2.29518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 175356 members 
Entering Unmasked Estep 
Score: -22951786.000000 Penalty: 6016.857910
	Iteration 262Q: 3 clusters Score -2.295179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 175359 members 
Entering Unmasked Estep 
Score: -22951800.000000 Penalty: 6016.857910
	Iteration 263Q: 3 clusters Score -2.29518e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 175370 members 
Entering Unmasked Estep 
Score: -22951792.000000 Penalty: 6016.857910
	Iteration 264Q: 3 clusters Score -2.295179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -22951764.000000 Penalty: 6016.857910
	Iteration 265Q: 3 clusters Score -2.295176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 175393 members 
Entering Unmasked Estep 
Score: -22951790.000000 Penalty: 6016.857910
	Iteration 266Q: 3 clusters Score -2.295179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 175408 members 
Entering Unmasked Estep 
Score: -22951788.000000 Penalty: 6016.857910
	Iteration 267Q: 3 clusters Score -2.295179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 175424 members 
Entering Unmasked Estep 
Score: -22951782.000000 Penalty: 6016.857910
	Iteration 268Q: 3 clusters Score -2.295178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 175436 members 
Entering Unmasked Estep 
Score: -22951794.000000 Penalty: 6016.857910
	Iteration 269Q: 3 clusters Score -2.295179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 175448 members 
Entering Unmasked Estep 
Score: -22951774.000000 Penalty: 6016.857910
	Iteration 270Q: 3 clusters Score -2.295177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 175452 members 
Entering Unmasked Estep 
Score: -22951770.000000 Penalty: 6016.857910
	Iteration 271Q: 3 clusters Score -2.295177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 175457 members 
Entering Unmasked Estep 
Score: -22951768.000000 Penalty: 6016.857910
	Iteration 272Q: 3 clusters Score -2.295177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 175462 members 
Entering Unmasked Estep 
Score: -22951774.000000 Penalty: 6016.857910
	Iteration 273Q: 3 clusters Score -2.295177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -22951766.000000 Penalty: 6016.857910
	Iteration 274Q: 3 clusters Score -2.295177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 175466 members 
Entering Unmasked Estep 
Score: -22951756.000000 Penalty: 6016.857910
	Iteration 275Q: 3 clusters Score -2.295176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 175468 members 
Entering Unmasked Estep 
Score: -22951754.000000 Penalty: 6016.857910
	Iteration 276Q: 3 clusters Score -2.295175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -22951758.000000 Penalty: 6016.857910
	Iteration 277Q: 3 clusters Score -2.295176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -22951748.000000 Penalty: 6016.857910
	Iteration 278Q: 3 clusters Score -2.295175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 175473 members 
Entering Unmasked Estep 
Score: -22951768.000000 Penalty: 6016.857910
	Iteration 279Q: 3 clusters Score -2.295177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -22951768.000000 Penalty: 6016.857910
	Iteration 280F: 3 clusters Score -2.295177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
Score: -22951764.000000 Penalty: 6016.857910
	Iteration 281Q: 3 clusters Score -2.295176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 175488 members 
Entering Unmasked Estep 
Score: -22951754.000000 Penalty: 6016.857910
	Iteration 282Q: 3 clusters Score -2.295175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 175492 members 
Entering Unmasked Estep 
Score: -22951754.000000 Penalty: 6016.857910
	Iteration 283Q: 3 clusters Score -2.295175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 175496 members 
Entering Unmasked Estep 
Score: -22951748.000000 Penalty: 6016.857910
	Iteration 284Q: 3 clusters Score -2.295175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -22951760.000000 Penalty: 6016.857910
	Iteration 285Q: 3 clusters Score -2.295176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -22951742.000000 Penalty: 6016.857910
	Iteration 286Q: 3 clusters Score -2.295174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 175501 members 
Entering Unmasked Estep 
Score: -22951744.000000 Penalty: 6016.857910
	Iteration 287Q: 3 clusters Score -2.295174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 175503 members 
Entering Unmasked Estep 
Score: -22951740.000000 Penalty: 6016.857910
	Iteration 288Q: 3 clusters Score -2.295174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 175503 members 
Entering Unmasked Estep 
Score: -22951740.000000 Penalty: 6016.857910
	Iteration 289F: 3 clusters Score -2.295174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -141385.671875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -141385.7 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 699 members 
Entering Unmasked Estep 
Score: -139388.375000 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -139388.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140164.125000 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -140164.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -140571.140625 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -140571.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -140870.937500 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -140870.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -141047.296875 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -141047.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141135.015625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -141135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -141197.859375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -141197.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -141232.984375 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -141233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -141247.406250 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -141247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -141252.203125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -141252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141264.718750 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -141264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -141274.859375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -141274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141277.765625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -141277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -141279.828125 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -141279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141280.468750 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -141280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -141280.468750 Penalty: 3576.565918
	Iteration 15F: 3 clusters Score -141280.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171602 members 
Entering Unmasked Estep 
Score: -21220292.000000 Penalty: 2989.127441
	Iteration 0F: 2 clusters Score -2.122029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -21109216.000000 Penalty: 5978.254883
	Iteration 0F: 3 clusters Score -2.110922e+07 nChanged 82527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -21156860.000000 Penalty: 5978.254883
	Iteration 1F: 3 clusters Score -2.115686e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -21157906.000000 Penalty: 5978.254883
	Iteration 2Q: 3 clusters Score -2.115791e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -21159080.000000 Penalty: 5978.254883
	Iteration 3Q: 3 clusters Score -2.115908e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -21160746.000000 Penalty: 5978.254883
	Iteration 4Q: 3 clusters Score -2.116075e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 94680 members 
Entering Unmasked Estep 
Score: -21162926.000000 Penalty: 5978.254883
	Iteration 5Q: 3 clusters Score -2.116293e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71972 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -21165944.000000 Penalty: 5978.254883
	Iteration 6Q: 3 clusters Score -2.116594e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 106806 members 
Entering Unmasked Estep 
Score: -21170798.000000 Penalty: 5978.254883
	Iteration 7F: 3 clusters Score -2.11708e+07 nChanged 11128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -21178456.000000 Penalty: 5978.254883
	Iteration 8F: 3 clusters Score -2.117846e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 128369 members 
Entering Unmasked Estep 
Score: -21188418.000000 Penalty: 5978.254883
	Iteration 9F: 3 clusters Score -2.118842e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 140356 members 
Entering Unmasked Estep 
Score: -21199268.000000 Penalty: 5978.254883
	Iteration 10F: 3 clusters Score -2.119927e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 150348 members 
Entering Unmasked Estep 
Score: -21208072.000000 Penalty: 5978.254883
	Iteration 11F: 3 clusters Score -2.120807e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 157140 members 
Entering Unmasked Estep 
Score: -21213362.000000 Penalty: 5978.254883
	Iteration 12Q: 3 clusters Score -2.121336e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 161339 members 
Entering Unmasked Estep 
Score: -21216030.000000 Penalty: 5978.254883
	Iteration 13Q: 3 clusters Score -2.121603e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -21217286.000000 Penalty: 5978.254883
	Iteration 14Q: 3 clusters Score -2.121729e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 165632 members 
Entering Unmasked Estep 
Score: -21218010.000000 Penalty: 5978.254883
	Iteration 15Q: 3 clusters Score -2.121801e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -21218464.000000 Penalty: 5978.254883
	Iteration 16Q: 3 clusters Score -2.121846e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -21218776.000000 Penalty: 5978.254883
	Iteration 17Q: 3 clusters Score -2.121878e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -21218904.000000 Penalty: 5978.254883
	Iteration 18Q: 3 clusters Score -2.12189e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 168560 members 
Entering Unmasked Estep 
Score: -21218934.000000 Penalty: 5978.254883
	Iteration 19Q: 3 clusters Score -2.121893e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 168826 members 
Entering Unmasked Estep 
Score: -21218958.000000 Penalty: 5978.254883
	Iteration 20F: 3 clusters Score -2.121896e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -21219002.000000 Penalty: 5978.254883
	Iteration 21Q: 3 clusters Score -2.1219e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 169209 members 
Entering Unmasked Estep 
Score: -21219022.000000 Penalty: 5978.254883
	Iteration 22Q: 3 clusters Score -2.121902e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 169332 members 
Entering Unmasked Estep 
Score: -21219024.000000 Penalty: 5978.254883
	Iteration 23Q: 3 clusters Score -2.121902e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 169440 members 
Entering Unmasked Estep 
Score: -21219000.000000 Penalty: 5978.254883
	Iteration 24Q: 3 clusters Score -2.1219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 169518 members 
Entering Unmasked Estep 
Score: -21219028.000000 Penalty: 5978.254883
	Iteration 25Q: 3 clusters Score -2.121903e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 169570 members 
Entering Unmasked Estep 
Score: -21219058.000000 Penalty: 5978.254883
	Iteration 26Q: 3 clusters Score -2.121906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 169611 members 
Entering Unmasked Estep 
Score: -21219026.000000 Penalty: 5978.254883
	Iteration 27Q: 3 clusters Score -2.121903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -21219032.000000 Penalty: 5978.254883
	Iteration 28Q: 3 clusters Score -2.121903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -21219030.000000 Penalty: 5978.254883
	Iteration 29Q: 3 clusters Score -2.121903e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 169714 members 
Entering Unmasked Estep 
Score: -21219022.000000 Penalty: 5978.254883
	Iteration 30Q: 3 clusters Score -2.121902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -21219028.000000 Penalty: 5978.254883
	Iteration 31Q: 3 clusters Score -2.121903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 169758 members 
Entering Unmasked Estep 
Score: -21219018.000000 Penalty: 5978.254883
	Iteration 32Q: 3 clusters Score -2.121902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 169774 members 
Entering Unmasked Estep 
Score: -21219032.000000 Penalty: 5978.254883
	Iteration 33Q: 3 clusters Score -2.121903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 169793 members 
Entering Unmasked Estep 
Score: -21219018.000000 Penalty: 5978.254883
	Iteration 34Q: 3 clusters Score -2.121902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 169807 members 
Entering Unmasked Estep 
Score: -21218978.000000 Penalty: 5978.254883
	Iteration 35Q: 3 clusters Score -2.121898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 169814 members 
Entering Unmasked Estep 
Score: -21218978.000000 Penalty: 5978.254883
	Iteration 36Q: 3 clusters Score -2.121898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 169815 members 
Entering Unmasked Estep 
Score: -21218990.000000 Penalty: 5978.254883
	Iteration 37Q: 3 clusters Score -2.121899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 169820 members 
Entering Unmasked Estep 
Score: -21218976.000000 Penalty: 5978.254883
	Iteration 38Q: 3 clusters Score -2.121898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 169825 members 
Entering Unmasked Estep 
Score: -21218996.000000 Penalty: 5978.254883
	Iteration 39Q: 3 clusters Score -2.1219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -21218988.000000 Penalty: 5978.254883
	Iteration 40F: 3 clusters Score -2.121899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Entering Unmasked Estep 
Score: -6824669.000000 Penalty: 2707.320312
	Iteration 0F: 2 clusters Score -6824669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -6787899.500000 Penalty: 5414.640625
	Iteration 0F: 3 clusters Score -6787900 nChanged 25370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -6801649.500000 Penalty: 5414.640625
	Iteration 1F: 3 clusters Score -6801650 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -6802286.000000 Penalty: 5414.640625
	Iteration 2Q: 3 clusters Score -6802286 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6802814.500000 Penalty: 5414.640625
	Iteration 3Q: 3 clusters Score -6802814 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -6803339.500000 Penalty: 5414.640625
	Iteration 4Q: 3 clusters Score -6803340 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -6803875.000000 Penalty: 5414.640625
	Iteration 5Q: 3 clusters Score -6803875 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6804439.500000 Penalty: 5414.640625
	Iteration 6Q: 3 clusters Score -6804440 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -6805109.500000 Penalty: 5414.640625
	Iteration 7Q: 3 clusters Score -6805110 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -6805998.000000 Penalty: 5414.640625
	Iteration 8Q: 3 clusters Score -6805998 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -6807105.000000 Penalty: 5414.640625
	Iteration 9Q: 3 clusters Score -6807105 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -6808667.500000 Penalty: 5414.640625
	Iteration 10Q: 3 clusters Score -6808668 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -6810609.000000 Penalty: 5414.640625
	Iteration 11F: 3 clusters Score -6810609 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -6812520.000000 Penalty: 5414.640625
	Iteration 12F: 3 clusters Score -6812520 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -6813911.500000 Penalty: 5414.640625
	Iteration 13Q: 3 clusters Score -6813912 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -6814632.000000 Penalty: 5414.640625
	Iteration 14Q: 3 clusters Score -6814632 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6815036.500000 Penalty: 5414.640625
	Iteration 15Q: 3 clusters Score -6815036 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -6815358.000000 Penalty: 5414.640625
	Iteration 16Q: 3 clusters Score -6815358 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -6815651.000000 Penalty: 5414.640625
	Iteration 17Q: 3 clusters Score -6815651 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -6815881.500000 Penalty: 5414.640625
	Iteration 18Q: 3 clusters Score -6815882 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -6816154.500000 Penalty: 5414.640625
	Iteration 19Q: 3 clusters Score -6816154 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -6816448.000000 Penalty: 5414.640625
	Iteration 20F: 3 clusters Score -6816448 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6816731.500000 Penalty: 5414.640625
	Iteration 21Q: 3 clusters Score -6816732 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -6817033.000000 Penalty: 5414.640625
	Iteration 22Q: 3 clusters Score -6817033 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -6817312.500000 Penalty: 5414.640625
	Iteration 23Q: 3 clusters Score -6817312 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -6817623.000000 Penalty: 5414.640625
	Iteration 24Q: 3 clusters Score -6817623 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -6817941.500000 Penalty: 5414.640625
	Iteration 25Q: 3 clusters Score -6817942 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -6818302.000000 Penalty: 5414.640625
	Iteration 26Q: 3 clusters Score -6818302 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6818651.500000 Penalty: 5414.640625
	Iteration 27Q: 3 clusters Score -6818652 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -6818992.500000 Penalty: 5414.640625
	Iteration 28Q: 3 clusters Score -6818992 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6819392.000000 Penalty: 5414.640625
	Iteration 29Q: 3 clusters Score -6819392 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -6819715.000000 Penalty: 5414.640625
	Iteration 30Q: 3 clusters Score -6819715 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -6820043.000000 Penalty: 5414.640625
	Iteration 31Q: 3 clusters Score -6820043 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -6820295.500000 Penalty: 5414.640625
	Iteration 32Q: 3 clusters Score -6820296 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -6820582.500000 Penalty: 5414.640625
	Iteration 33Q: 3 clusters Score -6820582 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6820863.000000 Penalty: 5414.640625
	Iteration 34Q: 3 clusters Score -6820863 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -6821114.500000 Penalty: 5414.640625
	Iteration 35Q: 3 clusters Score -6821114 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -6821347.000000 Penalty: 5414.640625
	Iteration 36Q: 3 clusters Score -6821347 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -6821603.500000 Penalty: 5414.640625
	Iteration 37Q: 3 clusters Score -6821604 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6821731.000000 Penalty: 5414.640625
	Iteration 38Q: 3 clusters Score -6821731 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -6821901.000000 Penalty: 5414.640625
	Iteration 39Q: 3 clusters Score -6821901 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6822033.000000 Penalty: 5414.640625
	Iteration 40F: 3 clusters Score -6822033 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -6822167.000000 Penalty: 5414.640625
	Iteration 41Q: 3 clusters Score -6822167 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -6822238.000000 Penalty: 5414.640625
	Iteration 42Q: 3 clusters Score -6822238 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -6822299.000000 Penalty: 5414.640625
	Iteration 43Q: 3 clusters Score -6822299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -6822368.000000 Penalty: 5414.640625
	Iteration 44Q: 3 clusters Score -6822368 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -6822413.000000 Penalty: 5414.640625
	Iteration 45Q: 3 clusters Score -6822413 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -6822442.000000 Penalty: 5414.640625
	Iteration 46Q: 3 clusters Score -6822442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -6822484.000000 Penalty: 5414.640625
	Iteration 47Q: 3 clusters Score -6822484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -6822556.000000 Penalty: 5414.640625
	Iteration 48Q: 3 clusters Score -6822556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -6822598.000000 Penalty: 5414.640625
	Iteration 49Q: 3 clusters Score -6822598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -6822627.000000 Penalty: 5414.640625
	Iteration 50Q: 3 clusters Score -6822627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -6822671.000000 Penalty: 5414.640625
	Iteration 51Q: 3 clusters Score -6822671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -6822690.000000 Penalty: 5414.640625
	Iteration 52Q: 3 clusters Score -6822690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -6822719.000000 Penalty: 5414.640625
	Iteration 53Q: 3 clusters Score -6822719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -6822749.500000 Penalty: 5414.640625
	Iteration 54Q: 3 clusters Score -6822750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6822759.500000 Penalty: 5414.640625
	Iteration 55Q: 3 clusters Score -6822760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -6822777.000000 Penalty: 5414.640625
	Iteration 56Q: 3 clusters Score -6822777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -6822799.000000 Penalty: 5414.640625
	Iteration 57Q: 3 clusters Score -6822799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -6822817.500000 Penalty: 5414.640625
	Iteration 58Q: 3 clusters Score -6822818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -6822829.500000 Penalty: 5414.640625
	Iteration 59Q: 3 clusters Score -6822830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -6822836.500000 Penalty: 5414.640625
	Iteration 60F: 3 clusters Score -6822836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -6822833.500000 Penalty: 5414.640625
	Iteration 61Q: 3 clusters Score -6822834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -6822841.000000 Penalty: 5414.640625
	Iteration 62Q: 3 clusters Score -6822841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -6822847.000000 Penalty: 5414.640625
	Iteration 63Q: 3 clusters Score -6822847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -6822867.000000 Penalty: 5414.640625
	Iteration 64Q: 3 clusters Score -6822867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -6822873.000000 Penalty: 5414.640625
	Iteration 65Q: 3 clusters Score -6822873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6822882.000000 Penalty: 5414.640625
	Iteration 66Q: 3 clusters Score -6822882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -6822886.500000 Penalty: 5414.640625
	Iteration 67Q: 3 clusters Score -6822886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -6822902.500000 Penalty: 5414.640625
	Iteration 68Q: 3 clusters Score -6822902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6822901.000000 Penalty: 5414.640625
	Iteration 69Q: 3 clusters Score -6822901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6822903.000000 Penalty: 5414.640625
	Iteration 70Q: 3 clusters Score -6822903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -6822888.500000 Penalty: 5414.640625
	Iteration 71Q: 3 clusters Score -6822888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -6822892.500000 Penalty: 5414.640625
	Iteration 72Q: 3 clusters Score -6822892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -6822901.000000 Penalty: 5414.640625
	Iteration 73Q: 3 clusters Score -6822901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -6822913.000000 Penalty: 5414.640625
	Iteration 74Q: 3 clusters Score -6822913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -6822912.500000 Penalty: 5414.640625
	Iteration 75Q: 3 clusters Score -6822912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6822910.000000 Penalty: 5414.640625
	Iteration 76Q: 3 clusters Score -6822910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -6822907.000000 Penalty: 5414.640625
	Iteration 77Q: 3 clusters Score -6822907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -6822907.500000 Penalty: 5414.640625
	Iteration 78Q: 3 clusters Score -6822908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -6822902.000000 Penalty: 5414.640625
	Iteration 79Q: 3 clusters Score -6822902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -6822900.500000 Penalty: 5414.640625
	Iteration 80F: 3 clusters Score -6822900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -6822897.500000 Penalty: 5414.640625
	Iteration 81Q: 3 clusters Score -6822898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -6822899.500000 Penalty: 5414.640625
	Iteration 82Q: 3 clusters Score -6822900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -6822899.500000 Penalty: 5414.640625
	Iteration 83Q: 3 clusters Score -6822900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -6822899.000000 Penalty: 5414.640625
	Iteration 84Q: 3 clusters Score -6822899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -6822898.000000 Penalty: 5414.640625
	Iteration 85Q: 3 clusters Score -6822898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6822898.000000 Penalty: 5414.640625
	Iteration 86Q: 3 clusters Score -6822898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -6822902.500000 Penalty: 5414.640625
	Iteration 87Q: 3 clusters Score -6822902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -6822905.500000 Penalty: 5414.640625
	Iteration 88Q: 3 clusters Score -6822906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -6822905.500000 Penalty: 5414.640625
	Iteration 89F: 3 clusters Score -6822906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142075 members 
Entering Unmasked Estep 
Score: -17626106.000000 Penalty: 2942.299316
	Iteration 0F: 2 clusters Score -1.762611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -17531112.000000 Penalty: 5884.598633
	Iteration 0F: 3 clusters Score -1.753111e+07 nChanged 67661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -17570036.000000 Penalty: 5884.598633
	Iteration 1F: 3 clusters Score -1.757004e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -17571156.000000 Penalty: 5884.598633
	Iteration 2Q: 3 clusters Score -1.757116e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -17572518.000000 Penalty: 5884.598633
	Iteration 3Q: 3 clusters Score -1.757252e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -17574706.000000 Penalty: 5884.598633
	Iteration 4Q: 3 clusters Score -1.757471e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -17578340.000000 Penalty: 5884.598633
	Iteration 5F: 3 clusters Score -1.757834e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -17584904.000000 Penalty: 5884.598633
	Iteration 6F: 3 clusters Score -1.75849e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111218 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -17594612.000000 Penalty: 5884.598633
	Iteration 7F: 3 clusters Score -1.759461e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122652 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -17605460.000000 Penalty: 5884.598633
	Iteration 8F: 3 clusters Score -1.760546e+07 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131502 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -17614158.000000 Penalty: 5884.598633
	Iteration 9F: 3 clusters Score -1.761416e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136790 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -17619094.000000 Penalty: 5884.598633
	Iteration 10Q: 3 clusters Score -1.761909e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139414 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -17621456.000000 Penalty: 5884.598633
	Iteration 11Q: 3 clusters Score -1.762146e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140564 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17622550.000000 Penalty: 5884.598633
	Iteration 12Q: 3 clusters Score -1.762255e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141041 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17623050.000000 Penalty: 5884.598633
	Iteration 13Q: 3 clusters Score -1.762305e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -17623292.000000 Penalty: 5884.598633
	Iteration 14Q: 3 clusters Score -1.762329e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141338 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17623418.000000 Penalty: 5884.598633
	Iteration 15Q: 3 clusters Score -1.762342e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141388 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17623470.000000 Penalty: 5884.598633
	Iteration 16Q: 3 clusters Score -1.762347e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -17623528.000000 Penalty: 5884.598633
	Iteration 17Q: 3 clusters Score -1.762353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141455 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -17623576.000000 Penalty: 5884.598633
	Iteration 18Q: 3 clusters Score -1.762358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17623622.000000 Penalty: 5884.598633
	Iteration 19Q: 3 clusters Score -1.762362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17623632.000000 Penalty: 5884.598633
	Iteration 20F: 3 clusters Score -1.762363e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -17623660.000000 Penalty: 5884.598633
	Iteration 21Q: 3 clusters Score -1.762366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141498 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -17623676.000000 Penalty: 5884.598633
	Iteration 22Q: 3 clusters Score -1.762368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -17623688.000000 Penalty: 5884.598633
	Iteration 23Q: 3 clusters Score -1.762369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17623700.000000 Penalty: 5884.598633
	Iteration 24Q: 3 clusters Score -1.76237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17623722.000000 Penalty: 5884.598633
	Iteration 25Q: 3 clusters Score -1.762372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17623738.000000 Penalty: 5884.598633
	Iteration 26Q: 3 clusters Score -1.762374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17623740.000000 Penalty: 5884.598633
	Iteration 27Q: 3 clusters Score -1.762374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17623734.000000 Penalty: 5884.598633
	Iteration 28Q: 3 clusters Score -1.762373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141499 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -17623732.000000 Penalty: 5884.598633
	Iteration 29Q: 3 clusters Score -1.762373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17623738.000000 Penalty: 5884.598633
	Iteration 30Q: 3 clusters Score -1.762374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17623740.000000 Penalty: 5884.598633
	Iteration 31Q: 3 clusters Score -1.762374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17623752.000000 Penalty: 5884.598633
	Iteration 32Q: 3 clusters Score -1.762375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17623762.000000 Penalty: 5884.598633
	Iteration 33Q: 3 clusters Score -1.762376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141502 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17623758.000000 Penalty: 5884.598633
	Iteration 34Q: 3 clusters Score -1.762376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141503 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -17623766.000000 Penalty: 5884.598633
	Iteration 35Q: 3 clusters Score -1.762377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17623754.000000 Penalty: 5884.598633
	Iteration 36Q: 3 clusters Score -1.762375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -17623754.000000 Penalty: 5884.598633
	Iteration 37F: 3 clusters Score -1.762375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -803568.812500 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -803568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -797893.500000 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -797893.5 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -799524.812500 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -799524.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -799987.312500 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -799987.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -800483.625000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -800483.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -801010.000000 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -801010 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -801421.437500 Penalty: 4382.913574
	Iteration 5F: 3 clusters Score -801421.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -801741.312500 Penalty: 4382.913574
	Iteration 6F: 3 clusters Score -801741.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -801961.500000 Penalty: 4382.913574
	Iteration 7Q: 3 clusters Score -801961.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -802128.000000 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -802128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -802257.562500 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -802257.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -802346.437500 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -802346.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -802403.312500 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -802403.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -802428.687500 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -802428.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -802448.000000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -802448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -802459.437500 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -802459.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -802467.062500 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -802467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -802471.125000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -802471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -802475.937500 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -802475.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -802480.562500 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -802480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -802480.000000 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -802480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -802480.000000 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -802480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -802481.812500 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -802481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -802483.562500 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -802483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -802484.875000 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -802484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -802486.125000 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -802486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -802488.375000 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -802488.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -802489.437500 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -802489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -802488.437500 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -802488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -802489.062500 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -802489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -802489.625000 Penalty: 4382.913574
	Iteration 29Q: 3 clusters Score -802489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -802490.875000 Penalty: 4382.913574
	Iteration 30Q: 3 clusters Score -802490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -802491.000000 Penalty: 4382.913574
	Iteration 31Q: 3 clusters Score -802491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -802490.812500 Penalty: 4382.913574
	Iteration 32Q: 3 clusters Score -802490.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -802490.812500 Penalty: 4382.913574
	Iteration 33F: 3 clusters Score -802490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 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 757 members 
Entering Unmasked Estep 
Score: -155860.984375 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155861 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -156466.421875 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156466.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -156832.812500 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156832.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157118.906250 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -157118.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157364.046875 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -157364 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -157722.046875 Penalty: 3618.347900
	Iteration 5F: 3 clusters Score -157722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -158231.218750 Penalty: 3618.347900
	Iteration 6F: 3 clusters Score -158231.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -158476.843750 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -158476.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -158711.968750 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -158712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -158957.296875 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -158957.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159086.421875 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -159086.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159181.015625 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -159181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159217.687500 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -159217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -159226.218750 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -159226.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159230.312500 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -159230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -159230.312500 Penalty: 3618.347900
	Iteration 15F: 3 clusters Score -159230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185491 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171602 members 
Mstep: Class 7 contains 55084 members 
Mstep: Class 8 contains 142075 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194208 members 
Mstep: Class 13 contains 66763 members 
Mstep: Class 14 contains 166071 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170892 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90035 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 162215 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 667 members 
Entering Unmasked Estep 
Score: -194679552.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194680064.000000 to -194679552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79643.765625 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79643.77 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79896.742188 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79896.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79996.234375 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79996.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80103.554688 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -80103.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80310.359375 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -80310.36 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80570.179688 Penalty: 3270.149902
	Iteration 5F: 3 clusters Score -80570.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80781.281250 Penalty: 3270.149902
	Iteration 6F: 3 clusters Score -80781.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80894.562500 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80894.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80973.351562 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80973.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81020.179688 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -81020.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -81047.109375 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -81047.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81064.593750 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -81064.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81075.632812 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -81075.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81075.632812 Penalty: 3270.149902
	Iteration 13F: 3 clusters Score -81075.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194208 members 
Entering Unmasked Estep 
Score: -23804948.000000 Penalty: 3019.817871
	Iteration 0F: 2 clusters Score -2.380495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -23682060.000000 Penalty: 6039.635742
	Iteration 0F: 3 clusters Score -2.368206e+07 nChanged 93032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -23736308.000000 Penalty: 6039.635742
	Iteration 1F: 3 clusters Score -2.373631e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -23737610.000000 Penalty: 6039.635742
	Iteration 2Q: 3 clusters Score -2.373761e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -23739648.000000 Penalty: 6039.635742
	Iteration 3Q: 3 clusters Score -2.373965e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 117407 members 
Entering Unmasked Estep 
Score: -23742836.000000 Penalty: 6039.635742
	Iteration 4Q: 3 clusters Score -2.374284e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66525 members 
Mstep: Class 2 contains 127683 members 
Entering Unmasked Estep 
Score: -23749016.000000 Penalty: 6039.635742
	Iteration 5F: 3 clusters Score -2.374902e+07 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 141915 members 
Entering Unmasked Estep 
Score: -23759680.000000 Penalty: 6039.635742
	Iteration 6F: 3 clusters Score -2.375968e+07 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 159133 members 
Entering Unmasked Estep 
Score: -23774424.000000 Penalty: 6039.635742
	Iteration 7F: 3 clusters Score -2.377442e+07 nChanged 15678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 174809 members 
Entering Unmasked Estep 
Score: -23787066.000000 Penalty: 6039.635742
	Iteration 8F: 3 clusters Score -2.378707e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 185062 members 
Entering Unmasked Estep 
Score: -23794746.000000 Penalty: 6039.635742
	Iteration 9F: 3 clusters Score -2.379475e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 190143 members 
Entering Unmasked Estep 
Score: -23798862.000000 Penalty: 6039.635742
	Iteration 10Q: 3 clusters Score -2.379886e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 192246 members 
Entering Unmasked Estep 
Score: -23800586.000000 Penalty: 6039.635742
	Iteration 11Q: 3 clusters Score -2.380059e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 193087 members 
Entering Unmasked Estep 
Score: -23801354.000000 Penalty: 6039.635742
	Iteration 12Q: 3 clusters Score -2.380135e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 193423 members 
Entering Unmasked Estep 
Score: -23801762.000000 Penalty: 6039.635742
	Iteration 13Q: 3 clusters Score -2.380176e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 193578 members 
Entering Unmasked Estep 
Score: -23801936.000000 Penalty: 6039.635742
	Iteration 14Q: 3 clusters Score -2.380194e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 193664 members 
Entering Unmasked Estep 
Score: -23802034.000000 Penalty: 6039.635742
	Iteration 15Q: 3 clusters Score -2.380203e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 193710 members 
Entering Unmasked Estep 
Score: -23802050.000000 Penalty: 6039.635742
	Iteration 16Q: 3 clusters Score -2.380205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 193736 members 
Entering Unmasked Estep 
Score: -23802104.000000 Penalty: 6039.635742
	Iteration 17Q: 3 clusters Score -2.38021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 193755 members 
Entering Unmasked Estep 
Score: -23802116.000000 Penalty: 6039.635742
	Iteration 18Q: 3 clusters Score -2.380212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 193765 members 
Entering Unmasked Estep 
Score: -23802132.000000 Penalty: 6039.635742
	Iteration 19Q: 3 clusters Score -2.380213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 193778 members 
Entering Unmasked Estep 
Score: -23802152.000000 Penalty: 6039.635742
	Iteration 20F: 3 clusters Score -2.380215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 193783 members 
Entering Unmasked Estep 
Score: -23802164.000000 Penalty: 6039.635742
	Iteration 21Q: 3 clusters Score -2.380216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 193790 members 
Entering Unmasked Estep 
Score: -23802178.000000 Penalty: 6039.635742
	Iteration 22Q: 3 clusters Score -2.380218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 193796 members 
Entering Unmasked Estep 
Score: -23802198.000000 Penalty: 6039.635742
	Iteration 23Q: 3 clusters Score -2.38022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 193799 members 
Entering Unmasked Estep 
Score: -23802208.000000 Penalty: 6039.635742
	Iteration 24Q: 3 clusters Score -2.380221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 193801 members 
Entering Unmasked Estep 
Score: -23802216.000000 Penalty: 6039.635742
	Iteration 25Q: 3 clusters Score -2.380222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 193804 members 
Entering Unmasked Estep 
Score: -23802226.000000 Penalty: 6039.635742
	Iteration 26Q: 3 clusters Score -2.380223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 193810 members 
Entering Unmasked Estep 
Score: -23802236.000000 Penalty: 6039.635742
	Iteration 27Q: 3 clusters Score -2.380224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 193815 members 
Entering Unmasked Estep 
Score: -23802246.000000 Penalty: 6039.635742
	Iteration 28Q: 3 clusters Score -2.380225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 193818 members 
Entering Unmasked Estep 
Score: -23802240.000000 Penalty: 6039.635742
	Iteration 29Q: 3 clusters Score -2.380224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 193819 members 
Entering Unmasked Estep 
Score: -23802246.000000 Penalty: 6039.635742
	Iteration 30Q: 3 clusters Score -2.380225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 193821 members 
Entering Unmasked Estep 
Score: -23802246.000000 Penalty: 6039.635742
	Iteration 31Q: 3 clusters Score -2.380225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 193823 members 
Entering Unmasked Estep 
Score: -23802244.000000 Penalty: 6039.635742
	Iteration 32Q: 3 clusters Score -2.380224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 193824 members 
Entering Unmasked Estep 
Score: -23802252.000000 Penalty: 6039.635742
	Iteration 33Q: 3 clusters Score -2.380225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -23802252.000000 Penalty: 6039.635742
	Iteration 34Q: 3 clusters Score -2.380225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -23802252.000000 Penalty: 6039.635742
	Iteration 35F: 3 clusters Score -2.380225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66763 members 
Entering Unmasked Estep 
Score: -7936459.000000 Penalty: 2755.008057
	Iteration 0F: 2 clusters Score -7936459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7891514.500000 Penalty: 5510.016113
	Iteration 0F: 3 clusters Score -7891514 nChanged 31440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -7909283.000000 Penalty: 5510.016113
	Iteration 1F: 3 clusters Score -7909283 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7910157.000000 Penalty: 5510.016113
	Iteration 2Q: 3 clusters Score -7910157 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -7911234.500000 Penalty: 5510.016113
	Iteration 3Q: 3 clusters Score -7911234 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -7912895.500000 Penalty: 5510.016113
	Iteration 4F: 3 clusters Score -7912896 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -7915666.500000 Penalty: 5510.016113
	Iteration 5F: 3 clusters Score -7915666 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -7920143.500000 Penalty: 5510.016113
	Iteration 6F: 3 clusters Score -7920144 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -7925404.000000 Penalty: 5510.016113
	Iteration 7F: 3 clusters Score -7925404 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -7929930.500000 Penalty: 5510.016113
	Iteration 8F: 3 clusters Score -7929930 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -7932426.500000 Penalty: 5510.016113
	Iteration 9Q: 3 clusters Score -7932426 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -7933387.000000 Penalty: 5510.016113
	Iteration 10Q: 3 clusters Score -7933387 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -7933757.500000 Penalty: 5510.016113
	Iteration 11Q: 3 clusters Score -7933758 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -7933885.500000 Penalty: 5510.016113
	Iteration 12Q: 3 clusters Score -7933886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -7933990.000000 Penalty: 5510.016113
	Iteration 13Q: 3 clusters Score -7933990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -7934037.500000 Penalty: 5510.016113
	Iteration 14Q: 3 clusters Score -7934038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 66438 members 
Entering Unmasked Estep 
Score: -7934074.500000 Penalty: 5510.016113
	Iteration 15Q: 3 clusters Score -7934074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -7934091.500000 Penalty: 5510.016113
	Iteration 16Q: 3 clusters Score -7934092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -7934108.000000 Penalty: 5510.016113
	Iteration 17Q: 3 clusters Score -7934108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -7934117.500000 Penalty: 5510.016113
	Iteration 18Q: 3 clusters Score -7934118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -7934127.000000 Penalty: 5510.016113
	Iteration 19Q: 3 clusters Score -7934127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -7934124.000000 Penalty: 5510.016113
	Iteration 20F: 3 clusters Score -7934124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -7934132.000000 Penalty: 5510.016113
	Iteration 21Q: 3 clusters Score -7934132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -7934132.000000 Penalty: 5510.016113
	Iteration 22F: 3 clusters Score -7934132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166071 members 
Entering Unmasked Estep 
Score: -20571852.000000 Penalty: 2981.002197
	Iteration 0F: 2 clusters Score -2.057185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -20462776.000000 Penalty: 5962.004395
	Iteration 0F: 3 clusters Score -2.046278e+07 nChanged 79902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -20509400.000000 Penalty: 5962.004395
	Iteration 1F: 3 clusters Score -2.05094e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75762 members 
Mstep: Class 2 contains 90309 members 
Entering Unmasked Estep 
Score: -20510420.000000 Penalty: 5962.004395
	Iteration 2Q: 3 clusters Score -2.051042e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -20512026.000000 Penalty: 5962.004395
	Iteration 3Q: 3 clusters Score -2.051203e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -20514972.000000 Penalty: 5962.004395
	Iteration 4Q: 3 clusters Score -2.051497e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -20520960.000000 Penalty: 5962.004395
	Iteration 5F: 3 clusters Score -2.052096e+07 nChanged 13775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 124357 members 
Entering Unmasked Estep 
Score: -20532298.000000 Penalty: 5962.004395
	Iteration 6F: 3 clusters Score -2.05323e+07 nChanged 15738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 139943 members 
Entering Unmasked Estep 
Score: -20547210.000000 Penalty: 5962.004395
	Iteration 7F: 3 clusters Score -2.054721e+07 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 152944 members 
Entering Unmasked Estep 
Score: -20561094.000000 Penalty: 5962.004395
	Iteration 8F: 3 clusters Score -2.056109e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 160084 members 
Entering Unmasked Estep 
Score: -20567854.000000 Penalty: 5962.004395
	Iteration 9Q: 3 clusters Score -2.056785e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -20570182.000000 Penalty: 5962.004395
	Iteration 10Q: 3 clusters Score -2.057018e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -20570910.000000 Penalty: 5962.004395
	Iteration 11Q: 3 clusters Score -2.057091e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 163871 members 
Entering Unmasked Estep 
Score: -20571228.000000 Penalty: 5962.004395
	Iteration 12Q: 3 clusters Score -2.057123e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 163958 members 
Entering Unmasked Estep 
Score: -20571330.000000 Penalty: 5962.004395
	Iteration 13Q: 3 clusters Score -2.057133e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 163994 members 
Entering Unmasked Estep 
Score: -20571450.000000 Penalty: 5962.004395
	Iteration 14Q: 3 clusters Score -2.057145e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -20571422.000000 Penalty: 5962.004395
	Iteration 15Q: 3 clusters Score -2.057142e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -20571470.000000 Penalty: 5962.004395
	Iteration 16Q: 3 clusters Score -2.057147e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -20571478.000000 Penalty: 5962.004395
	Iteration 17Q: 3 clusters Score -2.057148e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 164142 members 
Entering Unmasked Estep 
Score: -20571510.000000 Penalty: 5962.004395
	Iteration 18Q: 3 clusters Score -2.057151e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -20571490.000000 Penalty: 5962.004395
	Iteration 19Q: 3 clusters Score -2.057149e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 164194 members 
Entering Unmasked Estep 
Score: -20571492.000000 Penalty: 5962.004395
	Iteration 20F: 3 clusters Score -2.057149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -20571518.000000 Penalty: 5962.004395
	Iteration 21Q: 3 clusters Score -2.057152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -20571538.000000 Penalty: 5962.004395
	Iteration 22Q: 3 clusters Score -2.057154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -20571512.000000 Penalty: 5962.004395
	Iteration 23Q: 3 clusters Score -2.057151e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -20571502.000000 Penalty: 5962.004395
	Iteration 24Q: 3 clusters Score -2.05715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -20571512.000000 Penalty: 5962.004395
	Iteration 25Q: 3 clusters Score -2.057151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -20571522.000000 Penalty: 5962.004395
	Iteration 26Q: 3 clusters Score -2.057152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 164274 members 
Entering Unmasked Estep 
Score: -20571498.000000 Penalty: 5962.004395
	Iteration 27Q: 3 clusters Score -2.05715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -20571494.000000 Penalty: 5962.004395
	Iteration 28Q: 3 clusters Score -2.057149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -20571506.000000 Penalty: 5962.004395
	Iteration 29Q: 3 clusters Score -2.057151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -20571502.000000 Penalty: 5962.004395
	Iteration 30Q: 3 clusters Score -2.05715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 164305 members 
Entering Unmasked Estep 
Score: -20571510.000000 Penalty: 5962.004395
	Iteration 31Q: 3 clusters Score -2.057151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -20571518.000000 Penalty: 5962.004395
	Iteration 32Q: 3 clusters Score -2.057152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 164311 members 
Entering Unmasked Estep 
Score: -20571532.000000 Penalty: 5962.004395
	Iteration 33Q: 3 clusters Score -2.057153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -20571538.000000 Penalty: 5962.004395
	Iteration 34Q: 3 clusters Score -2.057154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -20571540.000000 Penalty: 5962.004395
	Iteration 35Q: 3 clusters Score -2.057154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 164319 members 
Entering Unmasked Estep 
Score: -20571522.000000 Penalty: 5962.004395
	Iteration 36Q: 3 clusters Score -2.057152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -20571530.000000 Penalty: 5962.004395
	Iteration 37Q: 3 clusters Score -2.057153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -20571520.000000 Penalty: 5962.004395
	Iteration 38Q: 3 clusters Score -2.057152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -20571534.000000 Penalty: 5962.004395
	Iteration 39Q: 3 clusters Score -2.057153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -20571532.000000 Penalty: 5962.004395
	Iteration 40F: 3 clusters Score -2.057153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -20571526.000000 Penalty: 5962.004395
	Iteration 41Q: 3 clusters Score -2.057153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -20571536.000000 Penalty: 5962.004395
	Iteration 42Q: 3 clusters Score -2.057154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -20571518.000000 Penalty: 5962.004395
	Iteration 43Q: 3 clusters Score -2.057152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -20571534.000000 Penalty: 5962.004395
	Iteration 44Q: 3 clusters Score -2.057153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 164343 members 
Entering Unmasked Estep 
Score: -20571530.000000 Penalty: 5962.004395
	Iteration 45Q: 3 clusters Score -2.057153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -20571526.000000 Penalty: 5962.004395
	Iteration 46Q: 3 clusters Score -2.057153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -20571534.000000 Penalty: 5962.004395
	Iteration 47Q: 3 clusters Score -2.057153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -20571534.000000 Penalty: 5962.004395
	Iteration 48Q: 3 clusters Score -2.057153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -20571534.000000 Penalty: 5962.004395
	Iteration 49Q: 3 clusters Score -2.057153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -20571546.000000 Penalty: 5962.004395
	Iteration 50Q: 3 clusters Score -2.057155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -20571538.000000 Penalty: 5962.004395
	Iteration 51Q: 3 clusters Score -2.057154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -20571538.000000 Penalty: 5962.004395
	Iteration 52F: 3 clusters Score -2.057154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -332778.812500 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -332778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -329676.843750 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -329676.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330265.343750 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -330265.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -330395.687500 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -330395.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330460.937500 Penalty: 3920.366943
	Iteration 3Q: 3 clusters Score -330460.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -330519.593750 Penalty: 3920.366943
	Iteration 4Q: 3 clusters Score -330519.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -330570.031250 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -330570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330598.062500 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -330598.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -330626.718750 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -330626.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -330648.062500 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -330648.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330665.468750 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -330665.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -330678.156250 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -330678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -330687.750000 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -330687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -330694.156250 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -330694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -330698.812500 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -330698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -330702.562500 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -330702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -330705.218750 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -330705.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -330707.875000 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -330707.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -330709.812500 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -330709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -330711.843750 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -330711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -330713.468750 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -330713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -330714.531250 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -330714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -330717.156250 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -330717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -330722.406250 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -330722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -330726.125000 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -330726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -330730.062500 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -330730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330731.968750 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -330732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330735.062500 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -330735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -330737.937500 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -330737.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -330740.125000 Penalty: 3920.366943
	Iteration 28Q: 3 clusters Score -330740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -330741.750000 Penalty: 3920.366943
	Iteration 29Q: 3 clusters Score -330741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -330742.906250 Penalty: 3920.366943
	Iteration 30Q: 3 clusters Score -330742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -330744.093750 Penalty: 3920.366943
	Iteration 31Q: 3 clusters Score -330744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -330744.875000 Penalty: 3920.366943
	Iteration 32Q: 3 clusters Score -330744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -330745.312500 Penalty: 3920.366943
	Iteration 33Q: 3 clusters Score -330745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -330746.625000 Penalty: 3920.366943
	Iteration 34Q: 3 clusters Score -330746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -330747.406250 Penalty: 3920.366943
	Iteration 35Q: 3 clusters Score -330747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -330748.906250 Penalty: 3920.366943
	Iteration 36Q: 3 clusters Score -330748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -330749.562500 Penalty: 3920.366943
	Iteration 37Q: 3 clusters Score -330749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -330749.562500 Penalty: 3920.366943
	Iteration 38F: 3 clusters Score -330749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78292.296875 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78292.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78535.234375 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78535.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78601.492188 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78601.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78632.289062 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78632.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78662.500000 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78662.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78721.937500 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78721.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78831.609375 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78831.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78883.562500 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78883.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78948.445312 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78948.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79012.179688 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79012.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79063.710938 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79063.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79118.859375 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79118.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79170.218750 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79170.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79233.953125 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79233.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79278.375000 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79278.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79311.515625 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79311.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79338.835938 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -79338.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79355.179688 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -79355.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79364.984375 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -79364.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79366.460938 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -79366.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79369.718750 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -79369.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79372.953125 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -79372.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79374.507812 Penalty: 3260.545166
	Iteration 22Q: 3 clusters Score -79374.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79374.507812 Penalty: 3260.545166
	Iteration 23F: 3 clusters Score -79374.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170892 members 
Entering Unmasked Estep 
Score: -21257480.000000 Penalty: 2988.099121
	Iteration 0F: 2 clusters Score -2.125748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -21147030.000000 Penalty: 5976.198242
	Iteration 0F: 3 clusters Score -2.114703e+07 nChanged 82045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -21195790.000000 Penalty: 5976.198242
	Iteration 1F: 3 clusters Score -2.119579e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -21197596.000000 Penalty: 5976.198242
	Iteration 2Q: 3 clusters Score -2.11976e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -21200676.000000 Penalty: 5976.198242
	Iteration 3Q: 3 clusters Score -2.120068e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103872 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -21204576.000000 Penalty: 5976.198242
	Iteration 4Q: 3 clusters Score -2.120458e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -21210786.000000 Penalty: 5976.198242
	Iteration 5F: 3 clusters Score -2.121079e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -21218842.000000 Penalty: 5976.198242
	Iteration 6F: 3 clusters Score -2.121884e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -21227708.000000 Penalty: 5976.198242
	Iteration 7F: 3 clusters Score -2.122771e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141933 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -21236386.000000 Penalty: 5976.198242
	Iteration 8F: 3 clusters Score -2.123639e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149434 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -21243024.000000 Penalty: 5976.198242
	Iteration 9Q: 3 clusters Score -2.124302e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155245 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -21247400.000000 Penalty: 5976.198242
	Iteration 10Q: 3 clusters Score -2.12474e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -21250396.000000 Penalty: 5976.198242
	Iteration 11Q: 3 clusters Score -2.12504e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -21252096.000000 Penalty: 5976.198242
	Iteration 12Q: 3 clusters Score -2.12521e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165514 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -21253072.000000 Penalty: 5976.198242
	Iteration 13Q: 3 clusters Score -2.125307e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167160 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -21253752.000000 Penalty: 5976.198242
	Iteration 14Q: 3 clusters Score -2.125375e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21254128.000000 Penalty: 5976.198242
	Iteration 15Q: 3 clusters Score -2.125413e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168937 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21254398.000000 Penalty: 5976.198242
	Iteration 16Q: 3 clusters Score -2.12544e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169369 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21254558.000000 Penalty: 5976.198242
	Iteration 17Q: 3 clusters Score -2.125456e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21254672.000000 Penalty: 5976.198242
	Iteration 18Q: 3 clusters Score -2.125467e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21254786.000000 Penalty: 5976.198242
	Iteration 19Q: 3 clusters Score -2.125479e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -21254872.000000 Penalty: 5976.198242
	Iteration 20F: 3 clusters Score -2.125487e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170014 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21254900.000000 Penalty: 5976.198242
	Iteration 21Q: 3 clusters Score -2.12549e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -21254942.000000 Penalty: 5976.198242
	Iteration 22Q: 3 clusters Score -2.125494e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170136 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21254964.000000 Penalty: 5976.198242
	Iteration 23Q: 3 clusters Score -2.125496e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21254992.000000 Penalty: 5976.198242
	Iteration 24Q: 3 clusters Score -2.125499e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21255012.000000 Penalty: 5976.198242
	Iteration 25Q: 3 clusters Score -2.125501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21255032.000000 Penalty: 5976.198242
	Iteration 26Q: 3 clusters Score -2.125503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170250 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21255024.000000 Penalty: 5976.198242
	Iteration 27Q: 3 clusters Score -2.125502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21255064.000000 Penalty: 5976.198242
	Iteration 28Q: 3 clusters Score -2.125506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21255072.000000 Penalty: 5976.198242
	Iteration 29Q: 3 clusters Score -2.125507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170294 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21255072.000000 Penalty: 5976.198242
	Iteration 30Q: 3 clusters Score -2.125507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170302 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21255094.000000 Penalty: 5976.198242
	Iteration 31Q: 3 clusters Score -2.125509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21255104.000000 Penalty: 5976.198242
	Iteration 32Q: 3 clusters Score -2.12551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170315 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21255094.000000 Penalty: 5976.198242
	Iteration 33Q: 3 clusters Score -2.125509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21255094.000000 Penalty: 5976.198242
	Iteration 34Q: 3 clusters Score -2.125509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170330 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21255110.000000 Penalty: 5976.198242
	Iteration 35Q: 3 clusters Score -2.125511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170335 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21255122.000000 Penalty: 5976.198242
	Iteration 36Q: 3 clusters Score -2.125512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170339 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21255130.000000 Penalty: 5976.198242
	Iteration 37Q: 3 clusters Score -2.125513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21255134.000000 Penalty: 5976.198242
	Iteration 38Q: 3 clusters Score -2.125513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170343 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21255140.000000 Penalty: 5976.198242
	Iteration 39Q: 3 clusters Score -2.125514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21255150.000000 Penalty: 5976.198242
	Iteration 40F: 3 clusters Score -2.125515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21255150.000000 Penalty: 5976.198242
	Iteration 41Q: 3 clusters Score -2.125515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21255150.000000 Penalty: 5976.198242
	Iteration 42F: 3 clusters Score -2.125515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Entering Unmasked Estep 
Score: -1702733.000000 Penalty: 2368.458496
	Iteration 0F: 2 clusters Score -1702733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1692553.250000 Penalty: 4736.916992
	Iteration 0F: 3 clusters Score -1692553 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1695781.375000 Penalty: 4736.916992
	Iteration 1F: 3 clusters Score -1695781 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1696287.875000 Penalty: 4736.916992
	Iteration 2F: 3 clusters Score -1696288 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1696703.750000 Penalty: 4736.916992
	Iteration 3F: 3 clusters Score -1696704 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1697133.125000 Penalty: 4736.916992
	Iteration 4F: 3 clusters Score -1697133 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1697645.125000 Penalty: 4736.916992
	Iteration 5F: 3 clusters Score -1697645 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1698281.000000 Penalty: 4736.916992
	Iteration 6F: 3 clusters Score -1698281 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1698918.125000 Penalty: 4736.916992
	Iteration 7F: 3 clusters Score -1698918 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1699476.750000 Penalty: 4736.916992
	Iteration 8F: 3 clusters Score -1699477 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1699913.375000 Penalty: 4736.916992
	Iteration 9Q: 3 clusters Score -1699913 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1700268.625000 Penalty: 4736.916992
	Iteration 10Q: 3 clusters Score -1700269 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1700530.750000 Penalty: 4736.916992
	Iteration 11Q: 3 clusters Score -1700531 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1700732.750000 Penalty: 4736.916992
	Iteration 12Q: 3 clusters Score -1700733 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1700874.000000 Penalty: 4736.916992
	Iteration 13Q: 3 clusters Score -1700874 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1700976.750000 Penalty: 4736.916992
	Iteration 14Q: 3 clusters Score -1700977 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1701055.750000 Penalty: 4736.916992
	Iteration 15Q: 3 clusters Score -1701056 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1701122.625000 Penalty: 4736.916992
	Iteration 16Q: 3 clusters Score -1701123 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1701184.250000 Penalty: 4736.916992
	Iteration 17Q: 3 clusters Score -1701184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1701221.875000 Penalty: 4736.916992
	Iteration 18Q: 3 clusters Score -1701222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1701267.000000 Penalty: 4736.916992
	Iteration 19Q: 3 clusters Score -1701267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1701302.000000 Penalty: 4736.916992
	Iteration 20F: 3 clusters Score -1701302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1701357.875000 Penalty: 4736.916992
	Iteration 21Q: 3 clusters Score -1701358 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1701402.750000 Penalty: 4736.916992
	Iteration 22Q: 3 clusters Score -1701403 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1701446.500000 Penalty: 4736.916992
	Iteration 23Q: 3 clusters Score -1701446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1701482.750000 Penalty: 4736.916992
	Iteration 24Q: 3 clusters Score -1701483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1701495.000000 Penalty: 4736.916992
	Iteration 25Q: 3 clusters Score -1701495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1701509.750000 Penalty: 4736.916992
	Iteration 26Q: 3 clusters Score -1701510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1701529.625000 Penalty: 4736.916992
	Iteration 27Q: 3 clusters Score -1701530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1701545.125000 Penalty: 4736.916992
	Iteration 28Q: 3 clusters Score -1701545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1701553.750000 Penalty: 4736.916992
	Iteration 29Q: 3 clusters Score -1701554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1701565.875000 Penalty: 4736.916992
	Iteration 30Q: 3 clusters Score -1701566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1701571.375000 Penalty: 4736.916992
	Iteration 31Q: 3 clusters Score -1701571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1701574.125000 Penalty: 4736.916992
	Iteration 32Q: 3 clusters Score -1701574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1701578.500000 Penalty: 4736.916992
	Iteration 33Q: 3 clusters Score -1701578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1701583.750000 Penalty: 4736.916992
	Iteration 34Q: 3 clusters Score -1701584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1701588.375000 Penalty: 4736.916992
	Iteration 35Q: 3 clusters Score -1701588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1701590.250000 Penalty: 4736.916992
	Iteration 36Q: 3 clusters Score -1701590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1701591.625000 Penalty: 4736.916992
	Iteration 37Q: 3 clusters Score -1701592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1701595.750000 Penalty: 4736.916992
	Iteration 38Q: 3 clusters Score -1701596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1701596.875000 Penalty: 4736.916992
	Iteration 39Q: 3 clusters Score -1701597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1701599.250000 Penalty: 4736.916992
	Iteration 40F: 3 clusters Score -1701599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1701602.875000 Penalty: 4736.916992
	Iteration 41Q: 3 clusters Score -1701603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1701603.625000 Penalty: 4736.916992
	Iteration 42Q: 3 clusters Score -1701604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1701606.875000 Penalty: 4736.916992
	Iteration 43Q: 3 clusters Score -1701607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1701607.125000 Penalty: 4736.916992
	Iteration 44Q: 3 clusters Score -1701607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1701606.250000 Penalty: 4736.916992
	Iteration 45Q: 3 clusters Score -1701606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1701609.250000 Penalty: 4736.916992
	Iteration 46Q: 3 clusters Score -1701609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1701606.625000 Penalty: 4736.916992
	Iteration 47Q: 3 clusters Score -1701607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1701606.750000 Penalty: 4736.916992
	Iteration 48Q: 3 clusters Score -1701607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1701607.000000 Penalty: 4736.916992
	Iteration 49Q: 3 clusters Score -1701607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1701607.000000 Penalty: 4736.916992
	Iteration 50F: 3 clusters Score -1701607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Entering Unmasked Estep 
Score: -572009.062500 Penalty: 2109.269775
	Iteration 0F: 2 clusters Score -572009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -567526.437500 Penalty: 4218.539551
	Iteration 0F: 3 clusters Score -567526.4 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -568592.875000 Penalty: 4218.539551
	Iteration 1F: 3 clusters Score -568592.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -568883.625000 Penalty: 4218.539551
	Iteration 2F: 3 clusters Score -568883.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -569112.562500 Penalty: 4218.539551
	Iteration 3F: 3 clusters Score -569112.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -569295.187500 Penalty: 4218.539551
	Iteration 4F: 3 clusters Score -569295.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -569451.750000 Penalty: 4218.539551
	Iteration 5Q: 3 clusters Score -569451.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -569582.812500 Penalty: 4218.539551
	Iteration 6Q: 3 clusters Score -569582.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -569685.562500 Penalty: 4218.539551
	Iteration 7Q: 3 clusters Score -569685.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -569762.062500 Penalty: 4218.539551
	Iteration 8Q: 3 clusters Score -569762.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -569846.562500 Penalty: 4218.539551
	Iteration 9Q: 3 clusters Score -569846.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -569932.062500 Penalty: 4218.539551
	Iteration 10Q: 3 clusters Score -569932.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -570033.062500 Penalty: 4218.539551
	Iteration 11Q: 3 clusters Score -570033.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -570138.562500 Penalty: 4218.539551
	Iteration 12Q: 3 clusters Score -570138.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -570236.812500 Penalty: 4218.539551
	Iteration 13Q: 3 clusters Score -570236.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -570319.562500 Penalty: 4218.539551
	Iteration 14Q: 3 clusters Score -570319.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -570394.500000 Penalty: 4218.539551
	Iteration 15Q: 3 clusters Score -570394.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -570446.875000 Penalty: 4218.539551
	Iteration 16Q: 3 clusters Score -570446.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -570486.250000 Penalty: 4218.539551
	Iteration 17Q: 3 clusters Score -570486.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -570520.437500 Penalty: 4218.539551
	Iteration 18Q: 3 clusters Score -570520.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -570547.562500 Penalty: 4218.539551
	Iteration 19Q: 3 clusters Score -570547.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -570567.000000 Penalty: 4218.539551
	Iteration 20F: 3 clusters Score -570567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -570582.000000 Penalty: 4218.539551
	Iteration 21Q: 3 clusters Score -570582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -570600.625000 Penalty: 4218.539551
	Iteration 22Q: 3 clusters Score -570600.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -570613.937500 Penalty: 4218.539551
	Iteration 23Q: 3 clusters Score -570613.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -570628.125000 Penalty: 4218.539551
	Iteration 24Q: 3 clusters Score -570628.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -570636.750000 Penalty: 4218.539551
	Iteration 25Q: 3 clusters Score -570636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -570644.812500 Penalty: 4218.539551
	Iteration 26Q: 3 clusters Score -570644.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -570653.937500 Penalty: 4218.539551
	Iteration 27Q: 3 clusters Score -570653.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -570660.125000 Penalty: 4218.539551
	Iteration 28Q: 3 clusters Score -570660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -570663.687500 Penalty: 4218.539551
	Iteration 29Q: 3 clusters Score -570663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -570666.250000 Penalty: 4218.539551
	Iteration 30Q: 3 clusters Score -570666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -570667.750000 Penalty: 4218.539551
	Iteration 31Q: 3 clusters Score -570667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -570668.250000 Penalty: 4218.539551
	Iteration 32Q: 3 clusters Score -570668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -570669.437500 Penalty: 4218.539551
	Iteration 33Q: 3 clusters Score -570669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -570669.562500 Penalty: 4218.539551
	Iteration 34Q: 3 clusters Score -570669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -570670.062500 Penalty: 4218.539551
	Iteration 35Q: 3 clusters Score -570670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -570670.000000 Penalty: 4218.539551
	Iteration 36Q: 3 clusters Score -570670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -570671.625000 Penalty: 4218.539551
	Iteration 37Q: 3 clusters Score -570671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -570671.625000 Penalty: 4218.539551
	Iteration 38F: 3 clusters Score -570671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90035 members 
Entering Unmasked Estep 
Score: -11133556.000000 Penalty: 2829.172607
	Iteration 0F: 2 clusters Score -1.113356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -11073499.000000 Penalty: 5658.345215
	Iteration 0F: 3 clusters Score -1.10735e+07 nChanged 42388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -11097696.000000 Penalty: 5658.345215
	Iteration 1F: 3 clusters Score -1.10977e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50168 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -11098719.000000 Penalty: 5658.345215
	Iteration 2Q: 3 clusters Score -1.109872e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -11100251.000000 Penalty: 5658.345215
	Iteration 3Q: 3 clusters Score -1.110025e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -11102985.000000 Penalty: 5658.345215
	Iteration 4F: 3 clusters Score -1.110298e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -11107463.000000 Penalty: 5658.345215
	Iteration 5F: 3 clusters Score -1.110746e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -11114236.000000 Penalty: 5658.345215
	Iteration 6F: 3 clusters Score -1.111424e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -11121379.000000 Penalty: 5658.345215
	Iteration 7F: 3 clusters Score -1.112138e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -11126731.000000 Penalty: 5658.345215
	Iteration 8F: 3 clusters Score -1.112673e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -11129380.000000 Penalty: 5658.345215
	Iteration 9Q: 3 clusters Score -1.112938e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -11130516.000000 Penalty: 5658.345215
	Iteration 10Q: 3 clusters Score -1.113052e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -11131020.000000 Penalty: 5658.345215
	Iteration 11Q: 3 clusters Score -1.113102e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11131250.000000 Penalty: 5658.345215
	Iteration 12Q: 3 clusters Score -1.113125e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11131368.000000 Penalty: 5658.345215
	Iteration 13Q: 3 clusters Score -1.113137e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11131421.000000 Penalty: 5658.345215
	Iteration 14Q: 3 clusters Score -1.113142e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -11131434.000000 Penalty: 5658.345215
	Iteration 15Q: 3 clusters Score -1.113143e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11131475.000000 Penalty: 5658.345215
	Iteration 16Q: 3 clusters Score -1.113148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11131500.000000 Penalty: 5658.345215
	Iteration 17Q: 3 clusters Score -1.11315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -11131508.000000 Penalty: 5658.345215
	Iteration 18Q: 3 clusters Score -1.113151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11131518.000000 Penalty: 5658.345215
	Iteration 19Q: 3 clusters Score -1.113152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11131528.000000 Penalty: 5658.345215
	Iteration 20F: 3 clusters Score -1.113153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11131523.000000 Penalty: 5658.345215
	Iteration 21Q: 3 clusters Score -1.113152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11131530.000000 Penalty: 5658.345215
	Iteration 22Q: 3 clusters Score -1.113153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11131536.000000 Penalty: 5658.345215
	Iteration 23Q: 3 clusters Score -1.113154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11131516.000000 Penalty: 5658.345215
	Iteration 24Q: 3 clusters Score -1.113152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11131522.000000 Penalty: 5658.345215
	Iteration 25Q: 3 clusters Score -1.113152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11131518.000000 Penalty: 5658.345215
	Iteration 26Q: 3 clusters Score -1.113152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88603 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11131533.000000 Penalty: 5658.345215
	Iteration 27Q: 3 clusters Score -1.113153e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11131532.000000 Penalty: 5658.345215
	Iteration 28Q: 3 clusters Score -1.113153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11131530.000000 Penalty: 5658.345215
	Iteration 29Q: 3 clusters Score -1.113153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11131536.000000 Penalty: 5658.345215
	Iteration 30Q: 3 clusters Score -1.113154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11131534.000000 Penalty: 5658.345215
	Iteration 31Q: 3 clusters Score -1.113153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -11131528.000000 Penalty: 5658.345215
	Iteration 32Q: 3 clusters Score -1.113153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -11131543.000000 Penalty: 5658.345215
	Iteration 33Q: 3 clusters Score -1.113154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11131550.000000 Penalty: 5658.345215
	Iteration 34Q: 3 clusters Score -1.113155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11131556.000000 Penalty: 5658.345215
	Iteration 35Q: 3 clusters Score -1.113156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11131558.000000 Penalty: 5658.345215
	Iteration 36Q: 3 clusters Score -1.113156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11131554.000000 Penalty: 5658.345215
	Iteration 37Q: 3 clusters Score -1.113155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11131553.000000 Penalty: 5658.345215
	Iteration 38Q: 3 clusters Score -1.113155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11131553.000000 Penalty: 5658.345215
	Iteration 39F: 3 clusters Score -1.113155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Entering Unmasked Estep 
Score: -3306925.000000 Penalty: 2543.106445
	Iteration 0F: 2 clusters Score -3306925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3287351.000000 Penalty: 5086.212891
	Iteration 0F: 3 clusters Score -3287351 nChanged 12705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3294421.500000 Penalty: 5086.212891
	Iteration 1F: 3 clusters Score -3294422 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3295167.500000 Penalty: 5086.212891
	Iteration 2F: 3 clusters Score -3295168 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3295911.000000 Penalty: 5086.212891
	Iteration 3F: 3 clusters Score -3295911 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3296561.250000 Penalty: 5086.212891
	Iteration 4F: 3 clusters Score -3296561 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3297101.000000 Penalty: 5086.212891
	Iteration 5Q: 3 clusters Score -3297101 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3297665.250000 Penalty: 5086.212891
	Iteration 6Q: 3 clusters Score -3297665 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3298342.000000 Penalty: 5086.212891
	Iteration 7Q: 3 clusters Score -3298342 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3299201.750000 Penalty: 5086.212891
	Iteration 8F: 3 clusters Score -3299202 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3300372.500000 Penalty: 5086.212891
	Iteration 9F: 3 clusters Score -3300372 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3301809.500000 Penalty: 5086.212891
	Iteration 10F: 3 clusters Score -3301810 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3303352.500000 Penalty: 5086.212891
	Iteration 11F: 3 clusters Score -3303352 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3304664.250000 Penalty: 5086.212891
	Iteration 12Q: 3 clusters Score -3304664 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3305512.750000 Penalty: 5086.212891
	Iteration 13Q: 3 clusters Score -3305513 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3305959.000000 Penalty: 5086.212891
	Iteration 14Q: 3 clusters Score -3305959 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3306162.250000 Penalty: 5086.212891
	Iteration 15Q: 3 clusters Score -3306162 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3306286.000000 Penalty: 5086.212891
	Iteration 16Q: 3 clusters Score -3306286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3306349.500000 Penalty: 5086.212891
	Iteration 17Q: 3 clusters Score -3306350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3306400.500000 Penalty: 5086.212891
	Iteration 18Q: 3 clusters Score -3306400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3306446.750000 Penalty: 5086.212891
	Iteration 19Q: 3 clusters Score -3306447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3306472.000000 Penalty: 5086.212891
	Iteration 20F: 3 clusters Score -3306472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3306498.000000 Penalty: 5086.212891
	Iteration 21Q: 3 clusters Score -3306498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3306516.250000 Penalty: 5086.212891
	Iteration 22Q: 3 clusters Score -3306516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3306530.250000 Penalty: 5086.212891
	Iteration 23Q: 3 clusters Score -3306530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3306541.250000 Penalty: 5086.212891
	Iteration 24Q: 3 clusters Score -3306541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3306560.500000 Penalty: 5086.212891
	Iteration 25Q: 3 clusters Score -3306560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -3306564.500000 Penalty: 5086.212891
	Iteration 26Q: 3 clusters Score -3306564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3306574.250000 Penalty: 5086.212891
	Iteration 27Q: 3 clusters Score -3306574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3306576.750000 Penalty: 5086.212891
	Iteration 28Q: 3 clusters Score -3306577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3306580.750000 Penalty: 5086.212891
	Iteration 29Q: 3 clusters Score -3306581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3306579.250000 Penalty: 5086.212891
	Iteration 30Q: 3 clusters Score -3306579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3306579.250000 Penalty: 5086.212891
	Iteration 31F: 3 clusters Score -3306579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Entering Unmasked Estep 
Score: -2025970.125000 Penalty: 2408.296631
	Iteration 0F: 2 clusters Score -2025970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2014050.000000 Penalty: 4816.593262
	Iteration 0F: 3 clusters Score -2014050 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2018005.500000 Penalty: 4816.593262
	Iteration 1F: 3 clusters Score -2018006 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2018410.250000 Penalty: 4816.593262
	Iteration 2F: 3 clusters Score -2018410 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2018747.875000 Penalty: 4816.593262
	Iteration 3F: 3 clusters Score -2018748 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2019045.375000 Penalty: 4816.593262
	Iteration 4Q: 3 clusters Score -2019045 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2019376.375000 Penalty: 4816.593262
	Iteration 5Q: 3 clusters Score -2019376 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2019771.500000 Penalty: 4816.593262
	Iteration 6Q: 3 clusters Score -2019772 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2020305.250000 Penalty: 4816.593262
	Iteration 7F: 3 clusters Score -2020305 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2021014.750000 Penalty: 4816.593262
	Iteration 8F: 3 clusters Score -2021015 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2021822.625000 Penalty: 4816.593262
	Iteration 9F: 3 clusters Score -2021823 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2022574.000000 Penalty: 4816.593262
	Iteration 10Q: 3 clusters Score -2022574 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2023079.625000 Penalty: 4816.593262
	Iteration 11Q: 3 clusters Score -2023080 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2023436.750000 Penalty: 4816.593262
	Iteration 12Q: 3 clusters Score -2023437 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2023611.125000 Penalty: 4816.593262
	Iteration 13Q: 3 clusters Score -2023611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2023724.375000 Penalty: 4816.593262
	Iteration 14Q: 3 clusters Score -2023724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2023789.250000 Penalty: 4816.593262
	Iteration 15Q: 3 clusters Score -2023789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2023822.875000 Penalty: 4816.593262
	Iteration 16Q: 3 clusters Score -2023823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2023832.000000 Penalty: 4816.593262
	Iteration 17Q: 3 clusters Score -2023832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2023845.125000 Penalty: 4816.593262
	Iteration 18Q: 3 clusters Score -2023845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2023851.125000 Penalty: 4816.593262
	Iteration 19Q: 3 clusters Score -2023851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2023851.125000 Penalty: 4816.593262
	Iteration 20F: 3 clusters Score -2023851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Entering Unmasked Estep 
Score: -19878432.000000 Penalty: 2975.176270
	Iteration 0F: 2 clusters Score -1.987843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -19771846.000000 Penalty: 5950.352539
	Iteration 0F: 3 clusters Score -1.977185e+07 nChanged 77401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -19817322.000000 Penalty: 5950.352539
	Iteration 1F: 3 clusters Score -1.981732e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -19818566.000000 Penalty: 5950.352539
	Iteration 2Q: 3 clusters Score -1.981857e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 74585 members 
Entering Unmasked Estep 
Score: -19820324.000000 Penalty: 5950.352539
	Iteration 3Q: 3 clusters Score -1.982032e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -19823666.000000 Penalty: 5950.352539
	Iteration 4Q: 3 clusters Score -1.982367e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97370 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -19829086.000000 Penalty: 5950.352539
	Iteration 5F: 3 clusters Score -1.982909e+07 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -19837690.000000 Penalty: 5950.352539
	Iteration 6F: 3 clusters Score -1.983769e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -19848860.000000 Penalty: 5950.352539
	Iteration 7F: 3 clusters Score -1.984886e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -19859426.000000 Penalty: 5950.352539
	Iteration 8F: 3 clusters Score -1.985943e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125057 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -19865232.000000 Penalty: 5950.352539
	Iteration 9F: 3 clusters Score -1.986523e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127641 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -19867840.000000 Penalty: 5950.352539
	Iteration 10Q: 3 clusters Score -1.986784e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129687 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -19869506.000000 Penalty: 5950.352539
	Iteration 11Q: 3 clusters Score -1.986951e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -19870758.000000 Penalty: 5950.352539
	Iteration 12Q: 3 clusters Score -1.987076e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133111 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -19871894.000000 Penalty: 5950.352539
	Iteration 13Q: 3 clusters Score -1.987189e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -19872838.000000 Penalty: 5950.352539
	Iteration 14Q: 3 clusters Score -1.987284e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135725 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -19873698.000000 Penalty: 5950.352539
	Iteration 15Q: 3 clusters Score -1.98737e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136823 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -19874248.000000 Penalty: 5950.352539
	Iteration 16Q: 3 clusters Score -1.987425e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137804 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -19874650.000000 Penalty: 5950.352539
	Iteration 17Q: 3 clusters Score -1.987465e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -19875086.000000 Penalty: 5950.352539
	Iteration 18Q: 3 clusters Score -1.987509e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -19875534.000000 Penalty: 5950.352539
	Iteration 19Q: 3 clusters Score -1.987553e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -19875892.000000 Penalty: 5950.352539
	Iteration 20F: 3 clusters Score -1.987589e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141270 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -19876196.000000 Penalty: 5950.352539
	Iteration 21Q: 3 clusters Score -1.98762e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141995 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -19876382.000000 Penalty: 5950.352539
	Iteration 22Q: 3 clusters Score -1.987638e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142677 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -19876700.000000 Penalty: 5950.352539
	Iteration 23Q: 3 clusters Score -1.98767e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -19876814.000000 Penalty: 5950.352539
	Iteration 24Q: 3 clusters Score -1.987681e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143886 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -19877048.000000 Penalty: 5950.352539
	Iteration 25Q: 3 clusters Score -1.987705e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144457 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -19877390.000000 Penalty: 5950.352539
	Iteration 26Q: 3 clusters Score -1.987739e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -19877526.000000 Penalty: 5950.352539
	Iteration 27Q: 3 clusters Score -1.987753e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -19877686.000000 Penalty: 5950.352539
	Iteration 28Q: 3 clusters Score -1.987769e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -19877874.000000 Penalty: 5950.352539
	Iteration 29Q: 3 clusters Score -1.987787e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -19877952.000000 Penalty: 5950.352539
	Iteration 30Q: 3 clusters Score -1.987795e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -19878156.000000 Penalty: 5950.352539
	Iteration 31Q: 3 clusters Score -1.987816e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -19878218.000000 Penalty: 5950.352539
	Iteration 32Q: 3 clusters Score -1.987822e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148347 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -19878288.000000 Penalty: 5950.352539
	Iteration 33Q: 3 clusters Score -1.987829e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148876 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -19878422.000000 Penalty: 5950.352539
	Iteration 34Q: 3 clusters Score -1.987842e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -19878600.000000 Penalty: 5950.352539
	Iteration 35Q: 3 clusters Score -1.98786e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -19878650.000000 Penalty: 5950.352539
	Iteration 36Q: 3 clusters Score -1.987865e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -19878686.000000 Penalty: 5950.352539
	Iteration 37Q: 3 clusters Score -1.987869e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -19878798.000000 Penalty: 5950.352539
	Iteration 38Q: 3 clusters Score -1.98788e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -19878900.000000 Penalty: 5950.352539
	Iteration 39Q: 3 clusters Score -1.98789e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -19878958.000000 Penalty: 5950.352539
	Iteration 40F: 3 clusters Score -1.987896e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152105 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -19878882.000000 Penalty: 5950.352539
	Iteration 41Q: 3 clusters Score -1.987888e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -19878988.000000 Penalty: 5950.352539
	Iteration 42Q: 3 clusters Score -1.987899e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -19878970.000000 Penalty: 5950.352539
	Iteration 43Q: 3 clusters Score -1.987897e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -19878954.000000 Penalty: 5950.352539
	Iteration 44Q: 3 clusters Score -1.987895e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -19878974.000000 Penalty: 5950.352539
	Iteration 45Q: 3 clusters Score -1.987897e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -19878956.000000 Penalty: 5950.352539
	Iteration 46Q: 3 clusters Score -1.987896e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153839 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -19878968.000000 Penalty: 5950.352539
	Iteration 47Q: 3 clusters Score -1.987897e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -19878982.000000 Penalty: 5950.352539
	Iteration 48Q: 3 clusters Score -1.987898e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -19878944.000000 Penalty: 5950.352539
	Iteration 49Q: 3 clusters Score -1.987894e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -19879002.000000 Penalty: 5950.352539
	Iteration 50Q: 3 clusters Score -1.9879e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -19878964.000000 Penalty: 5950.352539
	Iteration 51Q: 3 clusters Score -1.987896e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -19878912.000000 Penalty: 5950.352539
	Iteration 52Q: 3 clusters Score -1.987891e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155132 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -19878936.000000 Penalty: 5950.352539
	Iteration 53Q: 3 clusters Score -1.987894e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -19878892.000000 Penalty: 5950.352539
	Iteration 54Q: 3 clusters Score -1.987889e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -19878880.000000 Penalty: 5950.352539
	Iteration 55Q: 3 clusters Score -1.987888e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155601 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -19878884.000000 Penalty: 5950.352539
	Iteration 56Q: 3 clusters Score -1.987888e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155735 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -19878876.000000 Penalty: 5950.352539
	Iteration 57Q: 3 clusters Score -1.987888e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -19878860.000000 Penalty: 5950.352539
	Iteration 58Q: 3 clusters Score -1.987886e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -19878818.000000 Penalty: 5950.352539
	Iteration 59Q: 3 clusters Score -1.987882e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -19878852.000000 Penalty: 5950.352539
	Iteration 60F: 3 clusters Score -1.987885e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156282 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -19878824.000000 Penalty: 5950.352539
	Iteration 61Q: 3 clusters Score -1.987882e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -19878782.000000 Penalty: 5950.352539
	Iteration 62Q: 3 clusters Score -1.987878e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -19878728.000000 Penalty: 5950.352539
	Iteration 63Q: 3 clusters Score -1.987873e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -19878700.000000 Penalty: 5950.352539
	Iteration 64Q: 3 clusters Score -1.98787e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156732 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -19878672.000000 Penalty: 5950.352539
	Iteration 65Q: 3 clusters Score -1.987867e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156820 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -19878598.000000 Penalty: 5950.352539
	Iteration 66Q: 3 clusters Score -1.98786e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156886 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -19878610.000000 Penalty: 5950.352539
	Iteration 67Q: 3 clusters Score -1.987861e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156958 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -19878566.000000 Penalty: 5950.352539
	Iteration 68Q: 3 clusters Score -1.987857e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -19878580.000000 Penalty: 5950.352539
	Iteration 69Q: 3 clusters Score -1.987858e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157112 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -19878592.000000 Penalty: 5950.352539
	Iteration 70Q: 3 clusters Score -1.987859e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -19878538.000000 Penalty: 5950.352539
	Iteration 71Q: 3 clusters Score -1.987854e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -19878532.000000 Penalty: 5950.352539
	Iteration 72Q: 3 clusters Score -1.987853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -19878484.000000 Penalty: 5950.352539
	Iteration 73Q: 3 clusters Score -1.987848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -19878488.000000 Penalty: 5950.352539
	Iteration 74Q: 3 clusters Score -1.987849e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -19878502.000000 Penalty: 5950.352539
	Iteration 75Q: 3 clusters Score -1.98785e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -19878490.000000 Penalty: 5950.352539
	Iteration 76Q: 3 clusters Score -1.987849e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157511 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -19878494.000000 Penalty: 5950.352539
	Iteration 77Q: 3 clusters Score -1.987849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -19878470.000000 Penalty: 5950.352539
	Iteration 78Q: 3 clusters Score -1.987847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157574 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -19878448.000000 Penalty: 5950.352539
	Iteration 79Q: 3 clusters Score -1.987845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157607 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -19878430.000000 Penalty: 5950.352539
	Iteration 80F: 3 clusters Score -1.987843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -19878422.000000 Penalty: 5950.352539
	Iteration 81Q: 3 clusters Score -1.987842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -19878432.000000 Penalty: 5950.352539
	Iteration 82Q: 3 clusters Score -1.987843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157715 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -19878436.000000 Penalty: 5950.352539
	Iteration 83Q: 3 clusters Score -1.987844e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -19878416.000000 Penalty: 5950.352539
	Iteration 84Q: 3 clusters Score -1.987842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -19878430.000000 Penalty: 5950.352539
	Iteration 85Q: 3 clusters Score -1.987843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -19878430.000000 Penalty: 5950.352539
	Iteration 86Q: 3 clusters Score -1.987843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -19878436.000000 Penalty: 5950.352539
	Iteration 87Q: 3 clusters Score -1.987844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -19878424.000000 Penalty: 5950.352539
	Iteration 88Q: 3 clusters Score -1.987842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -19878420.000000 Penalty: 5950.352539
	Iteration 89Q: 3 clusters Score -1.987842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157878 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -19878418.000000 Penalty: 5950.352539
	Iteration 90Q: 3 clusters Score -1.987842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157892 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -19878392.000000 Penalty: 5950.352539
	Iteration 91Q: 3 clusters Score -1.987839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157908 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -19878400.000000 Penalty: 5950.352539
	Iteration 92Q: 3 clusters Score -1.98784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -19878406.000000 Penalty: 5950.352539
	Iteration 93Q: 3 clusters Score -1.987841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157933 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -19878394.000000 Penalty: 5950.352539
	Iteration 94Q: 3 clusters Score -1.987839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -19878362.000000 Penalty: 5950.352539
	Iteration 95Q: 3 clusters Score -1.987836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -19878350.000000 Penalty: 5950.352539
	Iteration 96Q: 3 clusters Score -1.987835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -19878360.000000 Penalty: 5950.352539
	Iteration 97Q: 3 clusters Score -1.987836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -19878364.000000 Penalty: 5950.352539
	Iteration 98Q: 3 clusters Score -1.987836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -19878354.000000 Penalty: 5950.352539
	Iteration 99Q: 3 clusters Score -1.987835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -19878344.000000 Penalty: 5950.352539
	Iteration 100F: 3 clusters Score -1.987834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158012 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -19878336.000000 Penalty: 5950.352539
	Iteration 101Q: 3 clusters Score -1.987834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -19878332.000000 Penalty: 5950.352539
	Iteration 102Q: 3 clusters Score -1.987833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -19878340.000000 Penalty: 5950.352539
	Iteration 103Q: 3 clusters Score -1.987834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -19878334.000000 Penalty: 5950.352539
	Iteration 104Q: 3 clusters Score -1.987833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -19878320.000000 Penalty: 5950.352539
	Iteration 105Q: 3 clusters Score -1.987832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158021 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -19878320.000000 Penalty: 5950.352539
	Iteration 106Q: 3 clusters Score -1.987832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158023 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -19878326.000000 Penalty: 5950.352539
	Iteration 107Q: 3 clusters Score -1.987833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -19878322.000000 Penalty: 5950.352539
	Iteration 108Q: 3 clusters Score -1.987832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158026 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -19878318.000000 Penalty: 5950.352539
	Iteration 109Q: 3 clusters Score -1.987832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -19878310.000000 Penalty: 5950.352539
	Iteration 110Q: 3 clusters Score -1.987831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158027 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -19878310.000000 Penalty: 5950.352539
	Iteration 111F: 3 clusters Score -1.987831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127348.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127348.5 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 578 members 
Entering Unmasked Estep 
Score: -125296.109375 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125296.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125593.656250 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125593.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125700.578125 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125700.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125734.734375 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125734.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125756.968750 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125779.101562 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125779.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125801.125000 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125801.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125829.984375 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -125869.468750 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125869.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125920.539062 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125920.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -125992.539062 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -125992.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126049.015625 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -126049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126074.648438 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -126074.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126096.070312 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -126096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126121.484375 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -126121.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126143.898438 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -126143.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -126161.570312 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -126161.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126174.453125 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -126174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126183.507812 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -126183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -126195.179688 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -126195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -126209.539062 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -126209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126224.507812 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -126224.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126241.343750 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -126241.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126257.703125 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -126257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -126275.273438 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -126275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126287.835938 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -126287.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126300.976562 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -126301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -126310.625000 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -126310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126320.031250 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -126320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126329.203125 Penalty: 3482.900391
	Iteration 29Q: 3 clusters Score -126329.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126350.742188 Penalty: 3482.900391
	Iteration 30Q: 3 clusters Score -126350.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -126370.273438 Penalty: 3482.900391
	Iteration 31Q: 3 clusters Score -126370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -126382.078125 Penalty: 3482.900391
	Iteration 32Q: 3 clusters Score -126382.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126401.609375 Penalty: 3482.900391
	Iteration 33Q: 3 clusters Score -126401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126419.679688 Penalty: 3482.900391
	Iteration 34Q: 3 clusters Score -126419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126433.398438 Penalty: 3482.900391
	Iteration 35Q: 3 clusters Score -126433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126444.437500 Penalty: 3482.900391
	Iteration 36Q: 3 clusters Score -126444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126457.132812 Penalty: 3482.900391
	Iteration 37Q: 3 clusters Score -126457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126466.757812 Penalty: 3482.900391
	Iteration 38Q: 3 clusters Score -126466.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126471.164062 Penalty: 3482.900391
	Iteration 39Q: 3 clusters Score -126471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -126477.773438 Penalty: 3482.900391
	Iteration 40F: 3 clusters Score -126477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126486.929688 Penalty: 3482.900391
	Iteration 41Q: 3 clusters Score -126486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -126492.515625 Penalty: 3482.900391
	Iteration 42Q: 3 clusters Score -126492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126492.890625 Penalty: 3482.900391
	Iteration 43Q: 3 clusters Score -126492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126493.429688 Penalty: 3482.900391
	Iteration 44Q: 3 clusters Score -126493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126493.429688 Penalty: 3482.900391
	Iteration 45F: 3 clusters Score -126493.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Entering Unmasked Estep 
Score: -1643151.250000 Penalty: 2354.814209
	Iteration 0F: 2 clusters Score -1643151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1633426.875000 Penalty: 4709.628418
	Iteration 0F: 3 clusters Score -1633427 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1636348.750000 Penalty: 4709.628418
	Iteration 1F: 3 clusters Score -1636349 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1636644.750000 Penalty: 4709.628418
	Iteration 2F: 3 clusters Score -1636645 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1636837.750000 Penalty: 4709.628418
	Iteration 3Q: 3 clusters Score -1636838 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1637003.875000 Penalty: 4709.628418
	Iteration 4Q: 3 clusters Score -1637004 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1637143.750000 Penalty: 4709.628418
	Iteration 5Q: 3 clusters Score -1637144 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1637244.250000 Penalty: 4709.628418
	Iteration 6Q: 3 clusters Score -1637244 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1637324.000000 Penalty: 4709.628418
	Iteration 7Q: 3 clusters Score -1637324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1637416.625000 Penalty: 4709.628418
	Iteration 8Q: 3 clusters Score -1637417 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1637513.125000 Penalty: 4709.628418
	Iteration 9Q: 3 clusters Score -1637513 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1637628.875000 Penalty: 4709.628418
	Iteration 10Q: 3 clusters Score -1637629 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1637762.750000 Penalty: 4709.628418
	Iteration 11Q: 3 clusters Score -1637763 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1637914.250000 Penalty: 4709.628418
	Iteration 12Q: 3 clusters Score -1637914 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1638145.375000 Penalty: 4709.628418
	Iteration 13Q: 3 clusters Score -1638145 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1638442.250000 Penalty: 4709.628418
	Iteration 14Q: 3 clusters Score -1638442 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1638815.375000 Penalty: 4709.628418
	Iteration 15Q: 3 clusters Score -1638815 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1639304.875000 Penalty: 4709.628418
	Iteration 16Q: 3 clusters Score -1639305 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1639837.875000 Penalty: 4709.628418
	Iteration 17Q: 3 clusters Score -1639838 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1640250.250000 Penalty: 4709.628418
	Iteration 18Q: 3 clusters Score -1640250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1640546.000000 Penalty: 4709.628418
	Iteration 19Q: 3 clusters Score -1640546 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1640717.875000 Penalty: 4709.628418
	Iteration 20F: 3 clusters Score -1640718 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1640841.875000 Penalty: 4709.628418
	Iteration 21Q: 3 clusters Score -1640842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1640912.250000 Penalty: 4709.628418
	Iteration 22Q: 3 clusters Score -1640912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1640965.750000 Penalty: 4709.628418
	Iteration 23Q: 3 clusters Score -1640966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1640990.750000 Penalty: 4709.628418
	Iteration 24Q: 3 clusters Score -1640991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1641019.500000 Penalty: 4709.628418
	Iteration 25Q: 3 clusters Score -1641020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1641037.250000 Penalty: 4709.628418
	Iteration 26Q: 3 clusters Score -1641037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1641058.000000 Penalty: 4709.628418
	Iteration 27Q: 3 clusters Score -1641058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1641063.125000 Penalty: 4709.628418
	Iteration 28Q: 3 clusters Score -1641063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1641070.875000 Penalty: 4709.628418
	Iteration 29Q: 3 clusters Score -1641071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1641075.250000 Penalty: 4709.628418
	Iteration 30Q: 3 clusters Score -1641075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1641081.500000 Penalty: 4709.628418
	Iteration 31Q: 3 clusters Score -1641082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1641086.875000 Penalty: 4709.628418
	Iteration 32Q: 3 clusters Score -1641087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1641090.125000 Penalty: 4709.628418
	Iteration 33Q: 3 clusters Score -1641090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1641095.625000 Penalty: 4709.628418
	Iteration 34Q: 3 clusters Score -1641096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1641095.625000 Penalty: 4709.628418
	Iteration 35F: 3 clusters Score -1641096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185491 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171602 members 
Mstep: Class 7 contains 55084 members 
Mstep: Class 8 contains 142075 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194208 members 
Mstep: Class 13 contains 66763 members 
Mstep: Class 14 contains 166071 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170892 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90035 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 162215 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680128.000000 Penalty: 88616.031250
Iteration 359Q: 26 clusters Score -1.946801e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 75707 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185487 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171607 members 
Mstep: Class 7 contains 55087 members 
Mstep: Class 8 contains 142075 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194197 members 
Mstep: Class 13 contains 66763 members 
Mstep: Class 14 contains 166069 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170902 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90032 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16496 members 
Mstep: Class 23 contains 162209 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680160.000000 Penalty: 88616.031250
Iteration 360F: 26 clusters Score -1.946802e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 75710 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185484 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171606 members 
Mstep: Class 7 contains 55086 members 
Mstep: Class 8 contains 142078 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194198 members 
Mstep: Class 13 contains 66775 members 
Mstep: Class 14 contains 166063 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170899 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 4940 members 
Mstep: Class 20 contains 90037 members 
Mstep: Class 21 contains 28408 members 
Mstep: Class 22 contains 16492 members 
Mstep: Class 23 contains 162209 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680192.000000 Penalty: 88616.031250
Iteration 361Q: 26 clusters Score -1.946802e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185475 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171608 members 
Mstep: Class 7 contains 55082 members 
Mstep: Class 8 contains 142087 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194203 members 
Mstep: Class 13 contains 66779 members 
Mstep: Class 14 contains 166055 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170909 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4941 members 
Mstep: Class 20 contains 90037 members 
Mstep: Class 21 contains 28409 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 162204 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680208.000000 Penalty: 88616.031250
Iteration 362Q: 26 clusters Score -1.946802e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185468 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171609 members 
Mstep: Class 7 contains 55082 members 
Mstep: Class 8 contains 142095 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194204 members 
Mstep: Class 13 contains 66784 members 
Mstep: Class 14 contains 166055 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170909 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4942 members 
Mstep: Class 20 contains 90037 members 
Mstep: Class 21 contains 28406 members 
Mstep: Class 22 contains 16485 members 
Mstep: Class 23 contains 162206 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 88616.031250
Iteration 363Q: 26 clusters Score -1.946801e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 75707 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185465 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171602 members 
Mstep: Class 7 contains 55082 members 
Mstep: Class 8 contains 142107 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194205 members 
Mstep: Class 13 contains 66787 members 
Mstep: Class 14 contains 166052 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170911 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 90035 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16485 members 
Mstep: Class 23 contains 162213 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680064.000000 Penalty: 88616.031250
Iteration 364Q: 26 clusters Score -1.946801e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185465 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171599 members 
Mstep: Class 7 contains 55081 members 
Mstep: Class 8 contains 142120 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194206 members 
Mstep: Class 13 contains 66791 members 
Mstep: Class 14 contains 166046 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170912 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4944 members 
Mstep: Class 20 contains 90036 members 
Mstep: Class 21 contains 28403 members 
Mstep: Class 22 contains 16483 members 
Mstep: Class 23 contains 162215 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680032.000000 Penalty: 88616.031250
Iteration 365Q: 26 clusters Score -1.9468e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 75703 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185464 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171594 members 
Mstep: Class 7 contains 55081 members 
Mstep: Class 8 contains 142130 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194209 members 
Mstep: Class 13 contains 66792 members 
Mstep: Class 14 contains 166041 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170911 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 90037 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16482 members 
Mstep: Class 23 contains 162214 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680000.000000 Penalty: 88616.031250
Iteration 366Q: 26 clusters Score -1.9468e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75703 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185461 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171586 members 
Mstep: Class 7 contains 55083 members 
Mstep: Class 8 contains 142134 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194213 members 
Mstep: Class 13 contains 66790 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170911 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 90039 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16480 members 
Mstep: Class 23 contains 162219 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679952.000000 Penalty: 88616.031250
Iteration 367Q: 26 clusters Score -1.9468e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185453 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171583 members 
Mstep: Class 7 contains 55084 members 
Mstep: Class 8 contains 142143 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194213 members 
Mstep: Class 13 contains 66791 members 
Mstep: Class 14 contains 166034 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170910 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4953 members 
Mstep: Class 20 contains 90041 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 162219 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680032.000000 Penalty: 88616.031250
Iteration 368Q: 26 clusters Score -1.9468e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185453 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171583 members 
Mstep: Class 7 contains 55086 members 
Mstep: Class 8 contains 142148 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194217 members 
Mstep: Class 13 contains 66793 members 
Mstep: Class 14 contains 166031 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170905 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90040 members 
Mstep: Class 21 contains 28403 members 
Mstep: Class 22 contains 16476 members 
Mstep: Class 23 contains 162220 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680000.000000 Penalty: 88616.031250
Iteration 369Q: 26 clusters Score -1.9468e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 75705 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185450 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171578 members 
Mstep: Class 7 contains 55088 members 
Mstep: Class 8 contains 142156 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194220 members 
Mstep: Class 13 contains 66796 members 
Mstep: Class 14 contains 166025 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170904 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90039 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 162225 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680032.000000 Penalty: 88616.031250
Iteration 370Q: 26 clusters Score -1.9468e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185447 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171575 members 
Mstep: Class 7 contains 55087 members 
Mstep: Class 8 contains 142162 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194223 members 
Mstep: Class 13 contains 66800 members 
Mstep: Class 14 contains 166022 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170905 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90042 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16479 members 
Mstep: Class 23 contains 162223 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680000.000000 Penalty: 88616.031250
Iteration 371Q: 26 clusters Score -1.9468e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 75708 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185448 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171571 members 
Mstep: Class 7 contains 55090 members 
Mstep: Class 8 contains 142166 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194228 members 
Mstep: Class 13 contains 66802 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90044 members 
Mstep: Class 21 contains 28401 members 
Mstep: Class 22 contains 16480 members 
Mstep: Class 23 contains 162223 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679824.000000 Penalty: 88616.031250
Iteration 372Q: 26 clusters Score -1.946798e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 75706 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185442 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171568 members 
Mstep: Class 7 contains 55092 members 
Mstep: Class 8 contains 142171 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194222 members 
Mstep: Class 13 contains 66803 members 
Mstep: Class 14 contains 166024 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170903 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90045 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 162226 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679920.000000 Penalty: 88616.031250
Iteration 373Q: 26 clusters Score -1.946799e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185437 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171568 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 142178 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194220 members 
Mstep: Class 13 contains 66804 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170902 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90047 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 162226 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679792.000000 Penalty: 88616.031250
Iteration 374Q: 26 clusters Score -1.946798e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 75705 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185434 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171568 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142185 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194216 members 
Mstep: Class 13 contains 66804 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170904 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90048 members 
Mstep: Class 21 contains 28403 members 
Mstep: Class 22 contains 16476 members 
Mstep: Class 23 contains 162226 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679792.000000 Penalty: 88616.031250
Iteration 375Q: 26 clusters Score -1.946798e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75707 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185429 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171563 members 
Mstep: Class 7 contains 55094 members 
Mstep: Class 8 contains 142188 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194218 members 
Mstep: Class 13 contains 66806 members 
Mstep: Class 14 contains 166024 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170902 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90046 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 16474 members 
Mstep: Class 23 contains 162232 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679872.000000 Penalty: 88616.031250
Iteration 376Q: 26 clusters Score -1.946799e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185430 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171558 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 142189 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194220 members 
Mstep: Class 13 contains 66808 members 
Mstep: Class 14 contains 166023 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170899 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90048 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 16471 members 
Mstep: Class 23 contains 162236 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 377Q: 26 clusters Score -1.9468e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185425 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171557 members 
Mstep: Class 7 contains 55092 members 
Mstep: Class 8 contains 142192 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194217 members 
Mstep: Class 13 contains 66811 members 
Mstep: Class 14 contains 166020 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90051 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 162239 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680128.000000 Penalty: 88616.031250
Iteration 378Q: 26 clusters Score -1.946801e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185422 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171556 members 
Mstep: Class 7 contains 55091 members 
Mstep: Class 8 contains 142195 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194221 members 
Mstep: Class 13 contains 66813 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170902 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90053 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16465 members 
Mstep: Class 23 contains 162235 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680096.000000 Penalty: 88616.031250
Iteration 379Q: 26 clusters Score -1.946801e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185419 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55092 members 
Mstep: Class 8 contains 142196 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194225 members 
Mstep: Class 13 contains 66816 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90053 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16462 members 
Mstep: Class 23 contains 162236 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679872.000000 Penalty: 88616.031250
Iteration 380F: 26 clusters Score -1.946799e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 75713 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185413 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142197 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194226 members 
Mstep: Class 13 contains 66820 members 
Mstep: Class 14 contains 166017 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170903 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90051 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16460 members 
Mstep: Class 23 contains 162238 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680032.000000 Penalty: 88616.031250
Iteration 381Q: 26 clusters Score -1.9468e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185411 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55096 members 
Mstep: Class 8 contains 142199 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194231 members 
Mstep: Class 13 contains 66826 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170900 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90051 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16457 members 
Mstep: Class 23 contains 162239 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680064.000000 Penalty: 88616.031250
Iteration 382Q: 26 clusters Score -1.946801e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 75713 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185410 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55096 members 
Mstep: Class 8 contains 142200 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194234 members 
Mstep: Class 13 contains 66835 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90050 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16450 members 
Mstep: Class 23 contains 162240 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680016.000000 Penalty: 88616.031250
Iteration 383Q: 26 clusters Score -1.9468e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185411 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171554 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142199 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194233 members 
Mstep: Class 13 contains 66842 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170901 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90049 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16448 members 
Mstep: Class 23 contains 162242 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679968.000000 Penalty: 88616.031250
Iteration 384Q: 26 clusters Score -1.9468e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 75713 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185411 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171556 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142200 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194238 members 
Mstep: Class 13 contains 66849 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170900 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 90050 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 162240 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680016.000000 Penalty: 88616.031250
Iteration 385Q: 26 clusters Score -1.9468e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 75713 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185411 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171557 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 142202 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194238 members 
Mstep: Class 13 contains 66855 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90049 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 162244 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679968.000000 Penalty: 88616.031250
Iteration 386Q: 26 clusters Score -1.9468e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185410 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171556 members 
Mstep: Class 7 contains 55093 members 
Mstep: Class 8 contains 142204 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194232 members 
Mstep: Class 13 contains 66861 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90051 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679984.000000 Penalty: 88616.031250
Iteration 387Q: 26 clusters Score -1.9468e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185408 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171554 members 
Mstep: Class 7 contains 55094 members 
Mstep: Class 8 contains 142207 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194231 members 
Mstep: Class 13 contains 66864 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170896 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90052 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679968.000000 Penalty: 88616.031250
Iteration 388Q: 26 clusters Score -1.9468e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185408 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142207 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194234 members 
Mstep: Class 13 contains 66867 members 
Mstep: Class 14 contains 166018 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170894 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90053 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680000.000000 Penalty: 88616.031250
Iteration 389Q: 26 clusters Score -1.9468e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185406 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142207 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194241 members 
Mstep: Class 13 contains 66866 members 
Mstep: Class 14 contains 166018 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170892 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90053 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 162246 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680144.000000 Penalty: 88616.031250
Iteration 390Q: 26 clusters Score -1.946801e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185405 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171553 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142205 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194244 members 
Mstep: Class 13 contains 66868 members 
Mstep: Class 14 contains 166017 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 162248 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680160.000000 Penalty: 88616.031250
Iteration 391Q: 26 clusters Score -1.946802e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185404 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171550 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142208 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194248 members 
Mstep: Class 13 contains 66870 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170888 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 162247 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680208.000000 Penalty: 88616.031250
Iteration 392Q: 26 clusters Score -1.946802e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185404 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171549 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142210 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194250 members 
Mstep: Class 13 contains 66870 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 162250 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680208.000000 Penalty: 88616.031250
Iteration 393Q: 26 clusters Score -1.946802e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185403 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171547 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142211 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194251 members 
Mstep: Class 13 contains 66872 members 
Mstep: Class 14 contains 166014 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 162251 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680240.000000 Penalty: 88616.031250
Iteration 394Q: 26 clusters Score -1.946802e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185401 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142210 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194251 members 
Mstep: Class 13 contains 66872 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 162254 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680288.000000 Penalty: 88616.031250
Iteration 395Q: 26 clusters Score -1.946803e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 75710 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185399 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142211 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194249 members 
Mstep: Class 13 contains 66872 members 
Mstep: Class 14 contains 166017 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 162257 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 396Q: 26 clusters Score -1.946803e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171547 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142212 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194247 members 
Mstep: Class 13 contains 66873 members 
Mstep: Class 14 contains 166018 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16438 members 
Mstep: Class 23 contains 162258 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680272.000000 Penalty: 88616.031250
Iteration 397Q: 26 clusters Score -1.946803e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185393 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171548 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142215 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194248 members 
Mstep: Class 13 contains 66876 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90054 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 398Q: 26 clusters Score -1.946803e+08 nChanged 16
Entering ConstructFrom: 
Score: -194680320.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (35788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Entering Unmasked Estep 
Score: -4404948.000000 Penalty: 2600.371094
	Iteration 0F: 2 clusters Score -4404948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4380663.500000 Penalty: 5200.742188
	Iteration 0F: 3 clusters Score -4380664 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4389509.500000 Penalty: 5200.742188
	Iteration 1F: 3 clusters Score -4389510 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4390058.000000 Penalty: 5200.742188
	Iteration 2Q: 3 clusters Score -4390058 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -4390600.500000 Penalty: 5200.742188
	Iteration 3Q: 3 clusters Score -4390600 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4391212.000000 Penalty: 5200.742188
	Iteration 4Q: 3 clusters Score -4391212 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4391964.500000 Penalty: 5200.742188
	Iteration 5Q: 3 clusters Score -4391964 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4393060.000000 Penalty: 5200.742188
	Iteration 6F: 3 clusters Score -4393060 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4394740.500000 Penalty: 5200.742188
	Iteration 7F: 3 clusters Score -4394740 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4397021.000000 Penalty: 5200.742188
	Iteration 8F: 3 clusters Score -4397021 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4399277.000000 Penalty: 5200.742188
	Iteration 9F: 3 clusters Score -4399277 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4400871.500000 Penalty: 5200.742188
	Iteration 10Q: 3 clusters Score -4400872 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4401790.000000 Penalty: 5200.742188
	Iteration 11Q: 3 clusters Score -4401790 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4402212.500000 Penalty: 5200.742188
	Iteration 12Q: 3 clusters Score -4402212 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4402390.000000 Penalty: 5200.742188
	Iteration 13Q: 3 clusters Score -4402390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4402518.000000 Penalty: 5200.742188
	Iteration 14Q: 3 clusters Score -4402518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4402580.500000 Penalty: 5200.742188
	Iteration 15Q: 3 clusters Score -4402580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4402631.000000 Penalty: 5200.742188
	Iteration 16Q: 3 clusters Score -4402631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4402660.500000 Penalty: 5200.742188
	Iteration 17Q: 3 clusters Score -4402660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4402696.000000 Penalty: 5200.742188
	Iteration 18Q: 3 clusters Score -4402696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4402707.500000 Penalty: 5200.742188
	Iteration 19Q: 3 clusters Score -4402708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4402722.500000 Penalty: 5200.742188
	Iteration 20F: 3 clusters Score -4402722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4402737.500000 Penalty: 5200.742188
	Iteration 21Q: 3 clusters Score -4402738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4402742.000000 Penalty: 5200.742188
	Iteration 22Q: 3 clusters Score -4402742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4402745.500000 Penalty: 5200.742188
	Iteration 23Q: 3 clusters Score -4402746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4402749.000000 Penalty: 5200.742188
	Iteration 24Q: 3 clusters Score -4402749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4402761.000000 Penalty: 5200.742188
	Iteration 25Q: 3 clusters Score -4402761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4402763.000000 Penalty: 5200.742188
	Iteration 26Q: 3 clusters Score -4402763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4402766.000000 Penalty: 5200.742188
	Iteration 27Q: 3 clusters Score -4402766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4402770.500000 Penalty: 5200.742188
	Iteration 28Q: 3 clusters Score -4402770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4402769.000000 Penalty: 5200.742188
	Iteration 29Q: 3 clusters Score -4402769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4402769.000000 Penalty: 5200.742188
	Iteration 30F: 3 clusters Score -4402769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Entering Unmasked Estep 
Score: -9398951.000000 Penalty: 2786.193848
	Iteration 0F: 2 clusters Score -9398951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -9348393.000000 Penalty: 5572.387695
	Iteration 0F: 3 clusters Score -9348393 nChanged 35430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -9368289.000000 Penalty: 5572.387695
	Iteration 1F: 3 clusters Score -9368289 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -9368826.000000 Penalty: 5572.387695
	Iteration 2Q: 3 clusters Score -9368826 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -9369386.000000 Penalty: 5572.387695
	Iteration 3Q: 3 clusters Score -9369386 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -9369945.000000 Penalty: 5572.387695
	Iteration 4Q: 3 clusters Score -9369945 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -9370680.000000 Penalty: 5572.387695
	Iteration 5Q: 3 clusters Score -9370680 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -9371550.000000 Penalty: 5572.387695
	Iteration 6Q: 3 clusters Score -9371550 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -9372797.000000 Penalty: 5572.387695
	Iteration 7Q: 3 clusters Score -9372797 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -9374855.000000 Penalty: 5572.387695
	Iteration 8Q: 3 clusters Score -9374855 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9377787.000000 Penalty: 5572.387695
	Iteration 9F: 3 clusters Score -9377787 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -9381689.000000 Penalty: 5572.387695
	Iteration 10F: 3 clusters Score -9381689 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -9385792.000000 Penalty: 5572.387695
	Iteration 11F: 3 clusters Score -9385792 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -9389005.000000 Penalty: 5572.387695
	Iteration 12Q: 3 clusters Score -9389005 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -9391300.000000 Penalty: 5572.387695
	Iteration 13Q: 3 clusters Score -9391300 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -9392703.000000 Penalty: 5572.387695
	Iteration 14Q: 3 clusters Score -9392703 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -9393549.000000 Penalty: 5572.387695
	Iteration 15Q: 3 clusters Score -9393549 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -9394246.000000 Penalty: 5572.387695
	Iteration 16Q: 3 clusters Score -9394246 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -9394747.000000 Penalty: 5572.387695
	Iteration 17Q: 3 clusters Score -9394747 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72262 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9395039.000000 Penalty: 5572.387695
	Iteration 18Q: 3 clusters Score -9395039 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -9395336.000000 Penalty: 5572.387695
	Iteration 19Q: 3 clusters Score -9395336 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9395538.000000 Penalty: 5572.387695
	Iteration 20F: 3 clusters Score -9395538 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9395715.000000 Penalty: 5572.387695
	Iteration 21Q: 3 clusters Score -9395715 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9395889.000000 Penalty: 5572.387695
	Iteration 22Q: 3 clusters Score -9395889 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74075 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9396000.000000 Penalty: 5572.387695
	Iteration 23Q: 3 clusters Score -9396000 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9396112.000000 Penalty: 5572.387695
	Iteration 24Q: 3 clusters Score -9396112 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9396179.000000 Penalty: 5572.387695
	Iteration 25Q: 3 clusters Score -9396179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9396246.000000 Penalty: 5572.387695
	Iteration 26Q: 3 clusters Score -9396246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9396287.000000 Penalty: 5572.387695
	Iteration 27Q: 3 clusters Score -9396287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9396332.000000 Penalty: 5572.387695
	Iteration 28Q: 3 clusters Score -9396332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9396367.000000 Penalty: 5572.387695
	Iteration 29Q: 3 clusters Score -9396367 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9396376.000000 Penalty: 5572.387695
	Iteration 30Q: 3 clusters Score -9396376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9396389.000000 Penalty: 5572.387695
	Iteration 31Q: 3 clusters Score -9396389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9396409.000000 Penalty: 5572.387695
	Iteration 32Q: 3 clusters Score -9396409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9396406.000000 Penalty: 5572.387695
	Iteration 33Q: 3 clusters Score -9396406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9396417.000000 Penalty: 5572.387695
	Iteration 34Q: 3 clusters Score -9396417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9396428.000000 Penalty: 5572.387695
	Iteration 35Q: 3 clusters Score -9396428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9396450.000000 Penalty: 5572.387695
	Iteration 36Q: 3 clusters Score -9396450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9396448.000000 Penalty: 5572.387695
	Iteration 37Q: 3 clusters Score -9396448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9396462.000000 Penalty: 5572.387695
	Iteration 38Q: 3 clusters Score -9396462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9396467.000000 Penalty: 5572.387695
	Iteration 39Q: 3 clusters Score -9396467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9396478.000000 Penalty: 5572.387695
	Iteration 40F: 3 clusters Score -9396478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9396495.000000 Penalty: 5572.387695
	Iteration 41Q: 3 clusters Score -9396495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74960 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9396499.000000 Penalty: 5572.387695
	Iteration 42Q: 3 clusters Score -9396499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9396505.000000 Penalty: 5572.387695
	Iteration 43Q: 3 clusters Score -9396505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9396503.000000 Penalty: 5572.387695
	Iteration 44Q: 3 clusters Score -9396503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9396500.000000 Penalty: 5572.387695
	Iteration 45Q: 3 clusters Score -9396500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9396507.000000 Penalty: 5572.387695
	Iteration 46Q: 3 clusters Score -9396507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9396502.000000 Penalty: 5572.387695
	Iteration 47Q: 3 clusters Score -9396502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9396503.000000 Penalty: 5572.387695
	Iteration 48Q: 3 clusters Score -9396503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74975 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9396506.000000 Penalty: 5572.387695
	Iteration 49Q: 3 clusters Score -9396506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9396506.000000 Penalty: 5572.387695
	Iteration 50Q: 3 clusters Score -9396506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9396506.000000 Penalty: 5572.387695
	Iteration 51Q: 3 clusters Score -9396506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9396506.000000 Penalty: 5572.387695
	Iteration 52Q: 3 clusters Score -9396506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9396510.000000 Penalty: 5572.387695
	Iteration 53Q: 3 clusters Score -9396510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9396514.000000 Penalty: 5572.387695
	Iteration 54Q: 3 clusters Score -9396514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9396516.000000 Penalty: 5572.387695
	Iteration 55Q: 3 clusters Score -9396516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9396517.000000 Penalty: 5572.387695
	Iteration 56Q: 3 clusters Score -9396517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9396531.000000 Penalty: 5572.387695
	Iteration 57Q: 3 clusters Score -9396531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9396529.000000 Penalty: 5572.387695
	Iteration 58Q: 3 clusters Score -9396529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9396520.000000 Penalty: 5572.387695
	Iteration 59Q: 3 clusters Score -9396520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9396516.000000 Penalty: 5572.387695
	Iteration 60F: 3 clusters Score -9396516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9396522.000000 Penalty: 5572.387695
	Iteration 61Q: 3 clusters Score -9396522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9396530.000000 Penalty: 5572.387695
	Iteration 62Q: 3 clusters Score -9396530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9396525.000000 Penalty: 5572.387695
	Iteration 63Q: 3 clusters Score -9396525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9396525.000000 Penalty: 5572.387695
	Iteration 64F: 3 clusters Score -9396525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -456542.593750 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -456542.6 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 1882 members 
Entering Unmasked Estep 
Score: -452788.500000 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -452788.5 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -453655.000000 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -453655 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -453879.156250 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -453879.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -454024.187500 Penalty: 4086.576416
	Iteration 3F: 3 clusters Score -454024.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -454123.625000 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -454123.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -454191.281250 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -454191.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -454264.218750 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -454264.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454324.687500 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -454324.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -454373.750000 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -454373.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -454427.625000 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -454427.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -454476.593750 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -454476.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -454526.093750 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -454526.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -454575.312500 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -454575.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -454618.562500 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -454618.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -454651.562500 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -454651.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -454678.031250 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -454678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -454702.218750 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -454702.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -454725.187500 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -454725.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -454738.812500 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -454738.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -454750.437500 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -454750.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -454760.625000 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -454760.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -454775.156250 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -454775.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -454792.750000 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -454792.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -454811.687500 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -454811.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -454829.593750 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -454829.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -454848.468750 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -454848.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -454864.718750 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -454864.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -454878.000000 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -454878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -454886.531250 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -454886.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -454893.562500 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -454893.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -454897.906250 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -454897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -454900.875000 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -454900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -454907.343750 Penalty: 4086.576416
	Iteration 32Q: 3 clusters Score -454907.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -454915.781250 Penalty: 4086.576416
	Iteration 33Q: 3 clusters Score -454915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -454924.968750 Penalty: 4086.576416
	Iteration 34Q: 3 clusters Score -454925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -454936.937500 Penalty: 4086.576416
	Iteration 35Q: 3 clusters Score -454936.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -454957.687500 Penalty: 4086.576416
	Iteration 36Q: 3 clusters Score -454957.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -454974.281250 Penalty: 4086.576416
	Iteration 37Q: 3 clusters Score -454974.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -454993.031250 Penalty: 4086.576416
	Iteration 38Q: 3 clusters Score -454993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -455016.406250 Penalty: 4086.576416
	Iteration 39Q: 3 clusters Score -455016.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -455044.531250 Penalty: 4086.576416
	Iteration 40F: 3 clusters Score -455044.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -455072.375000 Penalty: 4086.576416
	Iteration 41Q: 3 clusters Score -455072.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -455105.593750 Penalty: 4086.576416
	Iteration 42Q: 3 clusters Score -455105.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -455142.437500 Penalty: 4086.576416
	Iteration 43Q: 3 clusters Score -455142.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -455176.937500 Penalty: 4086.576416
	Iteration 44Q: 3 clusters Score -455176.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -455206.562500 Penalty: 4086.576416
	Iteration 45Q: 3 clusters Score -455206.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -455233.468750 Penalty: 4086.576416
	Iteration 46Q: 3 clusters Score -455233.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -455257.062500 Penalty: 4086.576416
	Iteration 47Q: 3 clusters Score -455257.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -455274.656250 Penalty: 4086.576416
	Iteration 48Q: 3 clusters Score -455274.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -455295.531250 Penalty: 4086.576416
	Iteration 49Q: 3 clusters Score -455295.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -455317.531250 Penalty: 4086.576416
	Iteration 50Q: 3 clusters Score -455317.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -455332.312500 Penalty: 4086.576416
	Iteration 51Q: 3 clusters Score -455332.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -455351.531250 Penalty: 4086.576416
	Iteration 52Q: 3 clusters Score -455351.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -455367.187500 Penalty: 4086.576416
	Iteration 53Q: 3 clusters Score -455367.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -455378.156250 Penalty: 4086.576416
	Iteration 54Q: 3 clusters Score -455378.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -455389.031250 Penalty: 4086.576416
	Iteration 55Q: 3 clusters Score -455389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -455397.750000 Penalty: 4086.576416
	Iteration 56Q: 3 clusters Score -455397.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -455407.187500 Penalty: 4086.576416
	Iteration 57Q: 3 clusters Score -455407.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -455413.812500 Penalty: 4086.576416
	Iteration 58Q: 3 clusters Score -455413.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -455420.593750 Penalty: 4086.576416
	Iteration 59Q: 3 clusters Score -455420.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -455431.718750 Penalty: 4086.576416
	Iteration 60F: 3 clusters Score -455431.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -455451.250000 Penalty: 4086.576416
	Iteration 61Q: 3 clusters Score -455451.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -455471.125000 Penalty: 4086.576416
	Iteration 62Q: 3 clusters Score -455471.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -455492.718750 Penalty: 4086.576416
	Iteration 63Q: 3 clusters Score -455492.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -455506.187500 Penalty: 4086.576416
	Iteration 64Q: 3 clusters Score -455506.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -455518.781250 Penalty: 4086.576416
	Iteration 65Q: 3 clusters Score -455518.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -455535.843750 Penalty: 4086.576416
	Iteration 66Q: 3 clusters Score -455535.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -455556.500000 Penalty: 4086.576416
	Iteration 67Q: 3 clusters Score -455556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -455567.843750 Penalty: 4086.576416
	Iteration 68Q: 3 clusters Score -455567.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -455581.375000 Penalty: 4086.576416
	Iteration 69Q: 3 clusters Score -455581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -455590.343750 Penalty: 4086.576416
	Iteration 70Q: 3 clusters Score -455590.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -455596.093750 Penalty: 4086.576416
	Iteration 71Q: 3 clusters Score -455596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -455600.531250 Penalty: 4086.576416
	Iteration 72Q: 3 clusters Score -455600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -455601.406250 Penalty: 4086.576416
	Iteration 73Q: 3 clusters Score -455601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -455601.656250 Penalty: 4086.576416
	Iteration 74Q: 3 clusters Score -455601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -455601.656250 Penalty: 4086.576416
	Iteration 75F: 3 clusters Score -455601.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185394 members 
Entering Unmasked Estep 
Score: -22940110.000000 Penalty: 3008.299072
	Iteration 0F: 2 clusters Score -2.294011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 92845 members 
Entering Unmasked Estep 
Score: -22828476.000000 Penalty: 6016.598145
	Iteration 0F: 3 clusters Score -2.282848e+07 nChanged 88886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -22880566.000000 Penalty: 6016.598145
	Iteration 1F: 3 clusters Score -2.288057e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -22881728.000000 Penalty: 6016.598145
	Iteration 2Q: 3 clusters Score -2.288173e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 100822 members 
Entering Unmasked Estep 
Score: -22883282.000000 Penalty: 6016.598145
	Iteration 3Q: 3 clusters Score -2.288328e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -22885370.000000 Penalty: 6016.598145
	Iteration 4Q: 3 clusters Score -2.288537e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73200 members 
Mstep: Class 2 contains 112194 members 
Entering Unmasked Estep 
Score: -22889214.000000 Penalty: 6016.598145
	Iteration 5Q: 3 clusters Score -2.288921e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 121972 members 
Entering Unmasked Estep 
Score: -22895728.000000 Penalty: 6016.598145
	Iteration 6F: 3 clusters Score -2.289573e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 134662 members 
Entering Unmasked Estep 
Score: -22905878.000000 Penalty: 6016.598145
	Iteration 7F: 3 clusters Score -2.290588e+07 nChanged 14945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 148765 members 
Entering Unmasked Estep 
Score: -22919080.000000 Penalty: 6016.598145
	Iteration 8F: 3 clusters Score -2.291908e+07 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -22929298.000000 Penalty: 6016.598145
	Iteration 9F: 3 clusters Score -2.29293e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 171255 members 
Entering Unmasked Estep 
Score: -22934454.000000 Penalty: 6016.598145
	Iteration 10F: 3 clusters Score -2.293445e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -22936500.000000 Penalty: 6016.598145
	Iteration 11Q: 3 clusters Score -2.29365e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 180261 members 
Entering Unmasked Estep 
Score: -22937296.000000 Penalty: 6016.598145
	Iteration 12Q: 3 clusters Score -2.29373e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 181904 members 
Entering Unmasked Estep 
Score: -22937692.000000 Penalty: 6016.598145
	Iteration 13Q: 3 clusters Score -2.293769e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 182777 members 
Entering Unmasked Estep 
Score: -22937968.000000 Penalty: 6016.598145
	Iteration 14Q: 3 clusters Score -2.293797e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 183310 members 
Entering Unmasked Estep 
Score: -22938056.000000 Penalty: 6016.598145
	Iteration 15Q: 3 clusters Score -2.293806e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 183604 members 
Entering Unmasked Estep 
Score: -22938182.000000 Penalty: 6016.598145
	Iteration 16Q: 3 clusters Score -2.293818e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 183785 members 
Entering Unmasked Estep 
Score: -22938286.000000 Penalty: 6016.598145
	Iteration 17Q: 3 clusters Score -2.293829e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 183895 members 
Entering Unmasked Estep 
Score: -22938320.000000 Penalty: 6016.598145
	Iteration 18Q: 3 clusters Score -2.293832e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 183969 members 
Entering Unmasked Estep 
Score: -22938336.000000 Penalty: 6016.598145
	Iteration 19Q: 3 clusters Score -2.293834e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 184006 members 
Entering Unmasked Estep 
Score: -22938372.000000 Penalty: 6016.598145
	Iteration 20F: 3 clusters Score -2.293837e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 184031 members 
Entering Unmasked Estep 
Score: -22938374.000000 Penalty: 6016.598145
	Iteration 21Q: 3 clusters Score -2.293837e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 184056 members 
Entering Unmasked Estep 
Score: -22938428.000000 Penalty: 6016.598145
	Iteration 22Q: 3 clusters Score -2.293843e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 184083 members 
Entering Unmasked Estep 
Score: -22938420.000000 Penalty: 6016.598145
	Iteration 23Q: 3 clusters Score -2.293842e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 184104 members 
Entering Unmasked Estep 
Score: -22938414.000000 Penalty: 6016.598145
	Iteration 24Q: 3 clusters Score -2.293841e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -22938418.000000 Penalty: 6016.598145
	Iteration 25Q: 3 clusters Score -2.293842e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -22938454.000000 Penalty: 6016.598145
	Iteration 26Q: 3 clusters Score -2.293845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -22938468.000000 Penalty: 6016.598145
	Iteration 27Q: 3 clusters Score -2.293847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 184135 members 
Entering Unmasked Estep 
Score: -22938472.000000 Penalty: 6016.598145
	Iteration 28Q: 3 clusters Score -2.293847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 184147 members 
Entering Unmasked Estep 
Score: -22938504.000000 Penalty: 6016.598145
	Iteration 29Q: 3 clusters Score -2.29385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 184152 members 
Entering Unmasked Estep 
Score: -22938486.000000 Penalty: 6016.598145
	Iteration 30Q: 3 clusters Score -2.293849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 184152 members 
Entering Unmasked Estep 
Score: -22938458.000000 Penalty: 6016.598145
	Iteration 31Q: 3 clusters Score -2.293846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -22938472.000000 Penalty: 6016.598145
	Iteration 32Q: 3 clusters Score -2.293847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -22938516.000000 Penalty: 6016.598145
	Iteration 33Q: 3 clusters Score -2.293852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 184157 members 
Entering Unmasked Estep 
Score: -22938520.000000 Penalty: 6016.598145
	Iteration 34Q: 3 clusters Score -2.293852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -22938502.000000 Penalty: 6016.598145
	Iteration 35Q: 3 clusters Score -2.29385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
Score: -22938506.000000 Penalty: 6016.598145
	Iteration 36Q: 3 clusters Score -2.293851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
Score: -22938500.000000 Penalty: 6016.598145
	Iteration 37Q: 3 clusters Score -2.29385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 184161 members 
Entering Unmasked Estep 
Score: -22938482.000000 Penalty: 6016.598145
	Iteration 38Q: 3 clusters Score -2.293848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 184158 members 
Entering Unmasked Estep 
Score: -22938484.000000 Penalty: 6016.598145
	Iteration 39Q: 3 clusters Score -2.293848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -22938492.000000 Penalty: 6016.598145
	Iteration 40F: 3 clusters Score -2.293849e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 184159 members 
Entering Unmasked Estep 
Score: -22938514.000000 Penalty: 6016.598145
	Iteration 41Q: 3 clusters Score -2.293851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 184157 members 
Entering Unmasked Estep 
Score: -22938516.000000 Penalty: 6016.598145
	Iteration 42Q: 3 clusters Score -2.293852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 184157 members 
Entering Unmasked Estep 
Score: -22938504.000000 Penalty: 6016.598145
	Iteration 43Q: 3 clusters Score -2.29385e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -22938510.000000 Penalty: 6016.598145
	Iteration 44Q: 3 clusters Score -2.293851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -22938520.000000 Penalty: 6016.598145
	Iteration 45Q: 3 clusters Score -2.293852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 184138 members 
Entering Unmasked Estep 
Score: -22938526.000000 Penalty: 6016.598145
	Iteration 46Q: 3 clusters Score -2.293853e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 184133 members 
Entering Unmasked Estep 
Score: -22938568.000000 Penalty: 6016.598145
	Iteration 47Q: 3 clusters Score -2.293857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 184127 members 
Entering Unmasked Estep 
Score: -22938572.000000 Penalty: 6016.598145
	Iteration 48Q: 3 clusters Score -2.293857e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 184124 members 
Entering Unmasked Estep 
Score: -22938568.000000 Penalty: 6016.598145
	Iteration 49Q: 3 clusters Score -2.293857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 184124 members 
Entering Unmasked Estep 
Score: -22938560.000000 Penalty: 6016.598145
	Iteration 50Q: 3 clusters Score -2.293856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 184127 members 
Entering Unmasked Estep 
Score: -22938558.000000 Penalty: 6016.598145
	Iteration 51Q: 3 clusters Score -2.293856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 184129 members 
Entering Unmasked Estep 
Score: -22938580.000000 Penalty: 6016.598145
	Iteration 52Q: 3 clusters Score -2.293858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 184130 members 
Entering Unmasked Estep 
Score: -22938578.000000 Penalty: 6016.598145
	Iteration 53Q: 3 clusters Score -2.293858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -22938586.000000 Penalty: 6016.598145
	Iteration 54Q: 3 clusters Score -2.293859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -22938576.000000 Penalty: 6016.598145
	Iteration 55Q: 3 clusters Score -2.293858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 184131 members 
Entering Unmasked Estep 
Score: -22938576.000000 Penalty: 6016.598145
	Iteration 56F: 3 clusters Score -2.293858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -141385.671875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -141385.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139324.843750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -139324.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -139856.000000 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -139856 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140245.250000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -140245.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -140610.171875 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -140610.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -140855.828125 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -140855.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -140981.203125 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -140981.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -141074.031250 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -141074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -141122.187500 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -141122.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141152.265625 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -141152.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -141183.765625 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -141183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141191.281250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -141191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -141192.687500 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -141192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141192.953125 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -141193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -141193.984375 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -141194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141303.843750 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -141303.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -141351.281250 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -141351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -141359.906250 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -141359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -141364.187500 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -141364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141372.140625 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -141372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -141374.000000 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -141374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141374.421875 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -141374.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Entering Unmasked Estep 
Score: -21213326.000000 Penalty: 2989.047852
	Iteration 0F: 2 clusters Score -2.121333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 85716 members 
Entering Unmasked Estep 
Score: -21103222.000000 Penalty: 5978.095703
	Iteration 0F: 3 clusters Score -2.110322e+07 nChanged 81845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -21150708.000000 Penalty: 5978.095703
	Iteration 1F: 3 clusters Score -2.115071e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -21151400.000000 Penalty: 5978.095703
	Iteration 2Q: 3 clusters Score -2.11514e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -21152254.000000 Penalty: 5978.095703
	Iteration 3Q: 3 clusters Score -2.115225e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90529 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -21153584.000000 Penalty: 5978.095703
	Iteration 4Q: 3 clusters Score -2.115358e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -21155650.000000 Penalty: 5978.095703
	Iteration 5Q: 3 clusters Score -2.115565e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -21159078.000000 Penalty: 5978.095703
	Iteration 6Q: 3 clusters Score -2.115908e+07 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -21164278.000000 Penalty: 5978.095703
	Iteration 7F: 3 clusters Score -2.116428e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -21172746.000000 Penalty: 5978.095703
	Iteration 8F: 3 clusters Score -2.117275e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123724 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -21183848.000000 Penalty: 5978.095703
	Iteration 9F: 3 clusters Score -2.118385e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -21193362.000000 Penalty: 5978.095703
	Iteration 10F: 3 clusters Score -2.119336e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -21199004.000000 Penalty: 5978.095703
	Iteration 11Q: 3 clusters Score -2.1199e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140341 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -21201788.000000 Penalty: 5978.095703
	Iteration 12Q: 3 clusters Score -2.120179e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -21203526.000000 Penalty: 5978.095703
	Iteration 13Q: 3 clusters Score -2.120353e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146099 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -21205012.000000 Penalty: 5978.095703
	Iteration 14Q: 3 clusters Score -2.120501e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148619 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -21206158.000000 Penalty: 5978.095703
	Iteration 15Q: 3 clusters Score -2.120616e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -21207208.000000 Penalty: 5978.095703
	Iteration 16Q: 3 clusters Score -2.120721e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153156 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -21208110.000000 Penalty: 5978.095703
	Iteration 17Q: 3 clusters Score -2.120811e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -21208946.000000 Penalty: 5978.095703
	Iteration 18Q: 3 clusters Score -2.120895e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -21209598.000000 Penalty: 5978.095703
	Iteration 19Q: 3 clusters Score -2.12096e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -21209972.000000 Penalty: 5978.095703
	Iteration 20F: 3 clusters Score -2.120997e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -21210492.000000 Penalty: 5978.095703
	Iteration 21Q: 3 clusters Score -2.121049e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161558 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -21210814.000000 Penalty: 5978.095703
	Iteration 22Q: 3 clusters Score -2.121081e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -21210990.000000 Penalty: 5978.095703
	Iteration 23Q: 3 clusters Score -2.121099e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163780 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -21211054.000000 Penalty: 5978.095703
	Iteration 24Q: 3 clusters Score -2.121105e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164675 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -21211192.000000 Penalty: 5978.095703
	Iteration 25Q: 3 clusters Score -2.121119e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -21211304.000000 Penalty: 5978.095703
	Iteration 26Q: 3 clusters Score -2.12113e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -21211308.000000 Penalty: 5978.095703
	Iteration 27Q: 3 clusters Score -2.121131e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166686 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -21211356.000000 Penalty: 5978.095703
	Iteration 28Q: 3 clusters Score -2.121136e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -21211352.000000 Penalty: 5978.095703
	Iteration 29Q: 3 clusters Score -2.121135e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -21211358.000000 Penalty: 5978.095703
	Iteration 30Q: 3 clusters Score -2.121136e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -21211396.000000 Penalty: 5978.095703
	Iteration 31Q: 3 clusters Score -2.12114e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -21211416.000000 Penalty: 5978.095703
	Iteration 32Q: 3 clusters Score -2.121142e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -21211490.000000 Penalty: 5978.095703
	Iteration 33Q: 3 clusters Score -2.121149e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -21211534.000000 Penalty: 5978.095703
	Iteration 34Q: 3 clusters Score -2.121153e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169017 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21211484.000000 Penalty: 5978.095703
	Iteration 35Q: 3 clusters Score -2.121148e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -21211500.000000 Penalty: 5978.095703
	Iteration 36Q: 3 clusters Score -2.12115e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169323 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -21211482.000000 Penalty: 5978.095703
	Iteration 37Q: 3 clusters Score -2.121148e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169461 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -21211490.000000 Penalty: 5978.095703
	Iteration 38Q: 3 clusters Score -2.121149e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169576 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -21211476.000000 Penalty: 5978.095703
	Iteration 39Q: 3 clusters Score -2.121148e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -21211472.000000 Penalty: 5978.095703
	Iteration 40F: 3 clusters Score -2.121147e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169721 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21211482.000000 Penalty: 5978.095703
	Iteration 41Q: 3 clusters Score -2.121148e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -21211470.000000 Penalty: 5978.095703
	Iteration 42Q: 3 clusters Score -2.121147e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21211458.000000 Penalty: 5978.095703
	Iteration 43Q: 3 clusters Score -2.121146e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169894 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -21211480.000000 Penalty: 5978.095703
	Iteration 44Q: 3 clusters Score -2.121148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21211486.000000 Penalty: 5978.095703
	Iteration 45Q: 3 clusters Score -2.121149e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169975 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21211510.000000 Penalty: 5978.095703
	Iteration 46Q: 3 clusters Score -2.121151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170010 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21211484.000000 Penalty: 5978.095703
	Iteration 47Q: 3 clusters Score -2.121148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170044 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -21211474.000000 Penalty: 5978.095703
	Iteration 48Q: 3 clusters Score -2.121147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170075 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -21211478.000000 Penalty: 5978.095703
	Iteration 49Q: 3 clusters Score -2.121148e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21211482.000000 Penalty: 5978.095703
	Iteration 50Q: 3 clusters Score -2.121148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170128 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -21211530.000000 Penalty: 5978.095703
	Iteration 51Q: 3 clusters Score -2.121153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170147 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21211522.000000 Penalty: 5978.095703
	Iteration 52Q: 3 clusters Score -2.121152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21211542.000000 Penalty: 5978.095703
	Iteration 53Q: 3 clusters Score -2.121154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170170 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21211528.000000 Penalty: 5978.095703
	Iteration 54Q: 3 clusters Score -2.121153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21211528.000000 Penalty: 5978.095703
	Iteration 55Q: 3 clusters Score -2.121153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21211554.000000 Penalty: 5978.095703
	Iteration 56Q: 3 clusters Score -2.121155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170211 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21211550.000000 Penalty: 5978.095703
	Iteration 57Q: 3 clusters Score -2.121155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170216 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21211542.000000 Penalty: 5978.095703
	Iteration 58Q: 3 clusters Score -2.121154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170221 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21211546.000000 Penalty: 5978.095703
	Iteration 59Q: 3 clusters Score -2.121155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170226 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21211544.000000 Penalty: 5978.095703
	Iteration 60F: 3 clusters Score -2.121154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170228 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21211534.000000 Penalty: 5978.095703
	Iteration 61Q: 3 clusters Score -2.121153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21211524.000000 Penalty: 5978.095703
	Iteration 62Q: 3 clusters Score -2.121152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21211524.000000 Penalty: 5978.095703
	Iteration 63F: 3 clusters Score -2.121152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Entering Unmasked Estep 
Score: -6826036.000000 Penalty: 2707.369873
	Iteration 0F: 2 clusters Score -6826036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -6789201.500000 Penalty: 5414.739746
	Iteration 0F: 3 clusters Score -6789202 nChanged 25460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -6803356.000000 Penalty: 5414.739746
	Iteration 1F: 3 clusters Score -6803356 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6804135.500000 Penalty: 5414.739746
	Iteration 2Q: 3 clusters Score -6804136 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -6805003.500000 Penalty: 5414.739746
	Iteration 3Q: 3 clusters Score -6805004 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -6806034.000000 Penalty: 5414.739746
	Iteration 4Q: 3 clusters Score -6806034 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -6807382.000000 Penalty: 5414.739746
	Iteration 5F: 3 clusters Score -6807382 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -6809130.000000 Penalty: 5414.739746
	Iteration 6F: 3 clusters Score -6809130 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -6811529.500000 Penalty: 5414.739746
	Iteration 7F: 3 clusters Score -6811530 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -6814432.500000 Penalty: 5414.739746
	Iteration 8F: 3 clusters Score -6814432 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -6817498.000000 Penalty: 5414.739746
	Iteration 9F: 3 clusters Score -6817498 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -6819795.000000 Penalty: 5414.739746
	Iteration 10Q: 3 clusters Score -6819795 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -6821295.000000 Penalty: 5414.739746
	Iteration 11Q: 3 clusters Score -6821295 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -6822222.000000 Penalty: 5414.739746
	Iteration 12Q: 3 clusters Score -6822222 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6822847.500000 Penalty: 5414.739746
	Iteration 13Q: 3 clusters Score -6822848 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6823240.000000 Penalty: 5414.739746
	Iteration 14Q: 3 clusters Score -6823240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -6823497.000000 Penalty: 5414.739746
	Iteration 15Q: 3 clusters Score -6823497 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6823686.500000 Penalty: 5414.739746
	Iteration 16Q: 3 clusters Score -6823686 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6823841.000000 Penalty: 5414.739746
	Iteration 17Q: 3 clusters Score -6823841 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6823936.000000 Penalty: 5414.739746
	Iteration 18Q: 3 clusters Score -6823936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6824017.500000 Penalty: 5414.739746
	Iteration 19Q: 3 clusters Score -6824018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -6824081.500000 Penalty: 5414.739746
	Iteration 20F: 3 clusters Score -6824082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6824143.000000 Penalty: 5414.739746
	Iteration 21Q: 3 clusters Score -6824143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6824163.000000 Penalty: 5414.739746
	Iteration 22Q: 3 clusters Score -6824163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6824175.000000 Penalty: 5414.739746
	Iteration 23Q: 3 clusters Score -6824175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6824191.500000 Penalty: 5414.739746
	Iteration 24Q: 3 clusters Score -6824192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6824196.000000 Penalty: 5414.739746
	Iteration 25Q: 3 clusters Score -6824196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6824202.500000 Penalty: 5414.739746
	Iteration 26Q: 3 clusters Score -6824202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6824222.000000 Penalty: 5414.739746
	Iteration 27Q: 3 clusters Score -6824222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6824220.500000 Penalty: 5414.739746
	Iteration 28Q: 3 clusters Score -6824220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6824228.500000 Penalty: 5414.739746
	Iteration 29Q: 3 clusters Score -6824228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6824233.000000 Penalty: 5414.739746
	Iteration 30Q: 3 clusters Score -6824233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6824237.500000 Penalty: 5414.739746
	Iteration 31Q: 3 clusters Score -6824238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6824239.500000 Penalty: 5414.739746
	Iteration 32Q: 3 clusters Score -6824240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6824237.500000 Penalty: 5414.739746
	Iteration 33Q: 3 clusters Score -6824238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6824242.500000 Penalty: 5414.739746
	Iteration 34Q: 3 clusters Score -6824242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6824244.000000 Penalty: 5414.739746
	Iteration 35Q: 3 clusters Score -6824244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6824242.500000 Penalty: 5414.739746
	Iteration 36Q: 3 clusters Score -6824242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6824241.000000 Penalty: 5414.739746
	Iteration 37Q: 3 clusters Score -6824241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6824243.000000 Penalty: 5414.739746
	Iteration 38Q: 3 clusters Score -6824243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6824243.000000 Penalty: 5414.739746
	Iteration 39F: 3 clusters Score -6824243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Entering Unmasked Estep 
Score: -17643444.000000 Penalty: 2942.547119
	Iteration 0F: 2 clusters Score -1.764344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -17548546.000000 Penalty: 5885.094238
	Iteration 0F: 3 clusters Score -1.754855e+07 nChanged 67530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -17587794.000000 Penalty: 5885.094238
	Iteration 1F: 3 clusters Score -1.758779e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 74833 members 
Entering Unmasked Estep 
Score: -17588618.000000 Penalty: 5885.094238
	Iteration 2Q: 3 clusters Score -1.758862e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -17589636.000000 Penalty: 5885.094238
	Iteration 3Q: 3 clusters Score -1.758964e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -17590884.000000 Penalty: 5885.094238
	Iteration 4Q: 3 clusters Score -1.759088e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 84885 members 
Entering Unmasked Estep 
Score: -17593294.000000 Penalty: 5885.094238
	Iteration 5Q: 3 clusters Score -1.759329e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -17597302.000000 Penalty: 5885.094238
	Iteration 6F: 3 clusters Score -1.75973e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 101413 members 
Entering Unmasked Estep 
Score: -17604154.000000 Penalty: 5885.094238
	Iteration 7F: 3 clusters Score -1.760415e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -17614210.000000 Penalty: 5885.094238
	Iteration 8F: 3 clusters Score -1.761421e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 124043 members 
Entering Unmasked Estep 
Score: -17624530.000000 Penalty: 5885.094238
	Iteration 9F: 3 clusters Score -1.762453e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 132284 members 
Entering Unmasked Estep 
Score: -17632484.000000 Penalty: 5885.094238
	Iteration 10F: 3 clusters Score -1.763248e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -17636920.000000 Penalty: 5885.094238
	Iteration 11Q: 3 clusters Score -1.763692e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 139487 members 
Entering Unmasked Estep 
Score: -17639090.000000 Penalty: 5885.094238
	Iteration 12Q: 3 clusters Score -1.763909e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -17640018.000000 Penalty: 5885.094238
	Iteration 13Q: 3 clusters Score -1.764002e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 141058 members 
Entering Unmasked Estep 
Score: -17640374.000000 Penalty: 5885.094238
	Iteration 14Q: 3 clusters Score -1.764037e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 141276 members 
Entering Unmasked Estep 
Score: -17640604.000000 Penalty: 5885.094238
	Iteration 15Q: 3 clusters Score -1.76406e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -17640736.000000 Penalty: 5885.094238
	Iteration 16Q: 3 clusters Score -1.764074e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -17640806.000000 Penalty: 5885.094238
	Iteration 17Q: 3 clusters Score -1.764081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 141498 members 
Entering Unmasked Estep 
Score: -17640850.000000 Penalty: 5885.094238
	Iteration 18Q: 3 clusters Score -1.764085e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 141532 members 
Entering Unmasked Estep 
Score: -17640878.000000 Penalty: 5885.094238
	Iteration 19Q: 3 clusters Score -1.764088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 141556 members 
Entering Unmasked Estep 
Score: -17640900.000000 Penalty: 5885.094238
	Iteration 20F: 3 clusters Score -1.76409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 141566 members 
Entering Unmasked Estep 
Score: -17640906.000000 Penalty: 5885.094238
	Iteration 21Q: 3 clusters Score -1.764091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -17640910.000000 Penalty: 5885.094238
	Iteration 22Q: 3 clusters Score -1.764091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 141576 members 
Entering Unmasked Estep 
Score: -17640910.000000 Penalty: 5885.094238
	Iteration 23Q: 3 clusters Score -1.764091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 141580 members 
Entering Unmasked Estep 
Score: -17640924.000000 Penalty: 5885.094238
	Iteration 24Q: 3 clusters Score -1.764092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 141584 members 
Entering Unmasked Estep 
Score: -17640930.000000 Penalty: 5885.094238
	Iteration 25Q: 3 clusters Score -1.764093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 141588 members 
Entering Unmasked Estep 
Score: -17640944.000000 Penalty: 5885.094238
	Iteration 26Q: 3 clusters Score -1.764094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 141589 members 
Entering Unmasked Estep 
Score: -17640934.000000 Penalty: 5885.094238
	Iteration 27Q: 3 clusters Score -1.764093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -17640938.000000 Penalty: 5885.094238
	Iteration 28Q: 3 clusters Score -1.764094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -17640938.000000 Penalty: 5885.094238
	Iteration 29Q: 3 clusters Score -1.764094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 141592 members 
Entering Unmasked Estep 
Score: -17640940.000000 Penalty: 5885.094238
	Iteration 30Q: 3 clusters Score -1.764094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 141593 members 
Entering Unmasked Estep 
Score: -17640938.000000 Penalty: 5885.094238
	Iteration 31Q: 3 clusters Score -1.764094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 141594 members 
Entering Unmasked Estep 
Score: -17640938.000000 Penalty: 5885.094238
	Iteration 32Q: 3 clusters Score -1.764094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 141594 members 
Entering Unmasked Estep 
Score: -17640948.000000 Penalty: 5885.094238
	Iteration 33Q: 3 clusters Score -1.764095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 141595 members 
Entering Unmasked Estep 
Score: -17640956.000000 Penalty: 5885.094238
	Iteration 34Q: 3 clusters Score -1.764096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 141598 members 
Entering Unmasked Estep 
Score: -17640954.000000 Penalty: 5885.094238
	Iteration 35Q: 3 clusters Score -1.764095e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 141600 members 
Entering Unmasked Estep 
Score: -17640958.000000 Penalty: 5885.094238
	Iteration 36Q: 3 clusters Score -1.764096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 141602 members 
Entering Unmasked Estep 
Score: -17640958.000000 Penalty: 5885.094238
	Iteration 37Q: 3 clusters Score -1.764096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 141606 members 
Entering Unmasked Estep 
Score: -17640968.000000 Penalty: 5885.094238
	Iteration 38Q: 3 clusters Score -1.764097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -17640958.000000 Penalty: 5885.094238
	Iteration 39Q: 3 clusters Score -1.764096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -17640972.000000 Penalty: 5885.094238
	Iteration 40F: 3 clusters Score -1.764097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141613 members 
Entering Unmasked Estep 
Score: -17640968.000000 Penalty: 5885.094238
	Iteration 41Q: 3 clusters Score -1.764097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -17640964.000000 Penalty: 5885.094238
	Iteration 42Q: 3 clusters Score -1.764096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141613 members 
Entering Unmasked Estep 
Score: -17640972.000000 Penalty: 5885.094238
	Iteration 43Q: 3 clusters Score -1.764097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 141613 members 
Entering Unmasked Estep 
Score: -17640972.000000 Penalty: 5885.094238
	Iteration 44F: 3 clusters Score -1.764097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -803568.812500 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -803568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -797886.187500 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -797886.2 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -799371.250000 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -799371.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -799669.750000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -799669.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -799859.312500 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -799859.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -799981.062500 Penalty: 4382.913574
	Iteration 4Q: 3 clusters Score -799981.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -800083.062500 Penalty: 4382.913574
	Iteration 5Q: 3 clusters Score -800083.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -800169.312500 Penalty: 4382.913574
	Iteration 6Q: 3 clusters Score -800169.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -800231.687500 Penalty: 4382.913574
	Iteration 7Q: 3 clusters Score -800231.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -800282.875000 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -800282.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -800330.687500 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -800330.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -800365.875000 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -800365.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -800392.625000 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -800392.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -800414.000000 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -800414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -800432.937500 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -800432.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -800447.562500 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -800447.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -800468.125000 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -800468.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -800486.187500 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -800486.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -800514.437500 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -800514.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -800553.875000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -800553.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -800600.250000 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -800600.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -800651.687500 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -800651.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -800714.875000 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -800714.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -800784.062500 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -800784.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -800854.000000 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -800854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -800929.125000 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -800929.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -801018.375000 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -801018.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -801118.687500 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -801118.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -801215.562500 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -801215.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -801304.562500 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -801304.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -801394.625000 Penalty: 4382.913574
	Iteration 29Q: 3 clusters Score -801394.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -801463.562500 Penalty: 4382.913574
	Iteration 30Q: 3 clusters Score -801463.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -801553.312500 Penalty: 4382.913574
	Iteration 31Q: 3 clusters Score -801553.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -801667.312500 Penalty: 4382.913574
	Iteration 32Q: 3 clusters Score -801667.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -801793.000000 Penalty: 4382.913574
	Iteration 33Q: 3 clusters Score -801793 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -801940.687500 Penalty: 4382.913574
	Iteration 34Q: 3 clusters Score -801940.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -802113.187500 Penalty: 4382.913574
	Iteration 35Q: 3 clusters Score -802113.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -802284.250000 Penalty: 4382.913574
	Iteration 36Q: 3 clusters Score -802284.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -802491.000000 Penalty: 4382.913574
	Iteration 37Q: 3 clusters Score -802491 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -802697.437500 Penalty: 4382.913574
	Iteration 38Q: 3 clusters Score -802697.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -802901.250000 Penalty: 4382.913574
	Iteration 39Q: 3 clusters Score -802901.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -803025.812500 Penalty: 4382.913574
	Iteration 40F: 3 clusters Score -803025.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -803097.875000 Penalty: 4382.913574
	Iteration 41Q: 3 clusters Score -803097.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -803141.312500 Penalty: 4382.913574
	Iteration 42Q: 3 clusters Score -803141.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -803168.250000 Penalty: 4382.913574
	Iteration 43Q: 3 clusters Score -803168.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -803191.000000 Penalty: 4382.913574
	Iteration 44Q: 3 clusters Score -803191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -803200.187500 Penalty: 4382.913574
	Iteration 45Q: 3 clusters Score -803200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -803205.187500 Penalty: 4382.913574
	Iteration 46Q: 3 clusters Score -803205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -803209.062500 Penalty: 4382.913574
	Iteration 47Q: 3 clusters Score -803209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -803207.937500 Penalty: 4382.913574
	Iteration 48Q: 3 clusters Score -803207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -803213.562500 Penalty: 4382.913574
	Iteration 49Q: 3 clusters Score -803213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -803213.812500 Penalty: 4382.913574
	Iteration 50Q: 3 clusters Score -803213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -803213.812500 Penalty: 4382.913574
	Iteration 51F: 3 clusters Score -803213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155842.093750 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155842.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -156406.375000 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156406.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -156708.171875 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156708.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -156921.390625 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -156921.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -157161.984375 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -157162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -157416.937500 Penalty: 3618.347900
	Iteration 5F: 3 clusters Score -157416.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157711.640625 Penalty: 3618.347900
	Iteration 6F: 3 clusters Score -157711.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -157862.546875 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -157862.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -157954.625000 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -157954.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -158092.875000 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -158092.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -158494.843750 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -158494.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -158992.812500 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -158992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -159124.250000 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -159124.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -159195.171875 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -159195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -159240.718750 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -159240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -159255.562500 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -159255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -159255.562500 Penalty: 3618.347900
	Iteration 16F: 3 clusters Score -159255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171547 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194251 members 
Mstep: Class 13 contains 66877 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90055 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13156 members 
Mstep: Class 26 contains 947 members 
Entering Unmasked Estep 
Score: -194679568.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194680320.000000 to -194679568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79672.281250 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79672.28 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79970.179688 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79970.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80093.218750 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -80093.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80271.382812 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -80271.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80381.843750 Penalty: 3270.149902
	Iteration 4F: 3 clusters Score -80381.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80433.835938 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80433.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80491.890625 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80491.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80534.164062 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80534.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80565.062500 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80565.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -80596.929688 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80596.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80630.500000 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80630.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80687.101562 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80687.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80763.593750 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80763.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80857.429688 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80857.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80917.515625 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80917.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -80950.109375 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80950.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80971.437500 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -80971.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -80989.367188 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -80989.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -81003.914062 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -81003.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -81026.570312 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -81026.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81049.906250 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -81049.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194251 members 
Entering Unmasked Estep 
Score: -23810032.000000 Penalty: 3019.872803
	Iteration 0F: 2 clusters Score -2.381003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -23686986.000000 Penalty: 6039.745605
	Iteration 0F: 3 clusters Score -2.368699e+07 nChanged 93370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -23740828.000000 Penalty: 6039.745605
	Iteration 1F: 3 clusters Score -2.374083e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -23742138.000000 Penalty: 6039.745605
	Iteration 2Q: 3 clusters Score -2.374214e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -23744328.000000 Penalty: 6039.745605
	Iteration 3Q: 3 clusters Score -2.374433e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71135 members 
Mstep: Class 2 contains 123116 members 
Entering Unmasked Estep 
Score: -23748862.000000 Penalty: 6039.745605
	Iteration 4F: 3 clusters Score -2.374886e+07 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -23758376.000000 Penalty: 6039.745605
	Iteration 5F: 3 clusters Score -2.375838e+07 nChanged 18499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 155656 members 
Entering Unmasked Estep 
Score: -23774184.000000 Penalty: 6039.745605
	Iteration 6F: 3 clusters Score -2.377418e+07 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 174738 members 
Entering Unmasked Estep 
Score: -23791018.000000 Penalty: 6039.745605
	Iteration 7F: 3 clusters Score -2.379102e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 187491 members 
Entering Unmasked Estep 
Score: -23801482.000000 Penalty: 6039.745605
	Iteration 8F: 3 clusters Score -2.380148e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -23805626.000000 Penalty: 6039.745605
	Iteration 9Q: 3 clusters Score -2.380563e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 193768 members 
Entering Unmasked Estep 
Score: -23806794.000000 Penalty: 6039.745605
	Iteration 10Q: 3 clusters Score -2.380679e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -23807082.000000 Penalty: 6039.745605
	Iteration 11Q: 3 clusters Score -2.380708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194057 members 
Entering Unmasked Estep 
Score: -23807192.000000 Penalty: 6039.745605
	Iteration 12Q: 3 clusters Score -2.380719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194070 members 
Entering Unmasked Estep 
Score: -23807274.000000 Penalty: 6039.745605
	Iteration 13Q: 3 clusters Score -2.380727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194074 members 
Entering Unmasked Estep 
Score: -23807306.000000 Penalty: 6039.745605
	Iteration 14Q: 3 clusters Score -2.380731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194075 members 
Entering Unmasked Estep 
Score: -23807306.000000 Penalty: 6039.745605
	Iteration 15Q: 3 clusters Score -2.380731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194075 members 
Entering Unmasked Estep 
Score: -23807322.000000 Penalty: 6039.745605
	Iteration 16Q: 3 clusters Score -2.380732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 194075 members 
Entering Unmasked Estep 
Score: -23807316.000000 Penalty: 6039.745605
	Iteration 17Q: 3 clusters Score -2.380732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194074 members 
Entering Unmasked Estep 
Score: -23807316.000000 Penalty: 6039.745605
	Iteration 18Q: 3 clusters Score -2.380732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194074 members 
Entering Unmasked Estep 
Score: -23807316.000000 Penalty: 6039.745605
	Iteration 19F: 3 clusters Score -2.380732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Entering Unmasked Estep 
Score: -7950197.500000 Penalty: 2755.431396
	Iteration 0F: 2 clusters Score -7950198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -7905648.500000 Penalty: 5510.862793
	Iteration 0F: 3 clusters Score -7905648 nChanged 31043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -7922874.500000 Penalty: 5510.862793
	Iteration 1F: 3 clusters Score -7922874 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7923467.500000 Penalty: 5510.862793
	Iteration 2Q: 3 clusters Score -7923468 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -7924028.500000 Penalty: 5510.862793
	Iteration 3Q: 3 clusters Score -7924028 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7924582.500000 Penalty: 5510.862793
	Iteration 4Q: 3 clusters Score -7924582 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -7925325.500000 Penalty: 5510.862793
	Iteration 5Q: 3 clusters Score -7925326 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7926514.000000 Penalty: 5510.862793
	Iteration 6Q: 3 clusters Score -7926514 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -7928323.000000 Penalty: 5510.862793
	Iteration 7F: 3 clusters Score -7928323 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -7931158.000000 Penalty: 5510.862793
	Iteration 8F: 3 clusters Score -7931158 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -7935051.500000 Penalty: 5510.862793
	Iteration 9F: 3 clusters Score -7935052 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -7939415.000000 Penalty: 5510.862793
	Iteration 10F: 3 clusters Score -7939415 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -7943333.000000 Penalty: 5510.862793
	Iteration 11F: 3 clusters Score -7943333 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -7945851.000000 Penalty: 5510.862793
	Iteration 12Q: 3 clusters Score -7945851 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -7947113.000000 Penalty: 5510.862793
	Iteration 13Q: 3 clusters Score -7947113 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -7947549.000000 Penalty: 5510.862793
	Iteration 14Q: 3 clusters Score -7947549 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -7947722.000000 Penalty: 5510.862793
	Iteration 15Q: 3 clusters Score -7947722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -7947798.500000 Penalty: 5510.862793
	Iteration 16Q: 3 clusters Score -7947798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -7947843.000000 Penalty: 5510.862793
	Iteration 17Q: 3 clusters Score -7947843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -7947872.500000 Penalty: 5510.862793
	Iteration 18Q: 3 clusters Score -7947872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -7947899.000000 Penalty: 5510.862793
	Iteration 19Q: 3 clusters Score -7947899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -7947911.000000 Penalty: 5510.862793
	Iteration 20F: 3 clusters Score -7947911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -7947918.500000 Penalty: 5510.862793
	Iteration 21Q: 3 clusters Score -7947918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -7947927.000000 Penalty: 5510.862793
	Iteration 22Q: 3 clusters Score -7947927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -7947935.500000 Penalty: 5510.862793
	Iteration 23Q: 3 clusters Score -7947936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -7947931.500000 Penalty: 5510.862793
	Iteration 24Q: 3 clusters Score -7947932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -7947936.000000 Penalty: 5510.862793
	Iteration 25Q: 3 clusters Score -7947936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -7947936.500000 Penalty: 5510.862793
	Iteration 26Q: 3 clusters Score -7947936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -7947931.000000 Penalty: 5510.862793
	Iteration 27Q: 3 clusters Score -7947931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -7947940.500000 Penalty: 5510.862793
	Iteration 28Q: 3 clusters Score -7947940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -7947940.500000 Penalty: 5510.862793
	Iteration 29F: 3 clusters Score -7947940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166016 members 
Entering Unmasked Estep 
Score: -20564996.000000 Penalty: 2980.920166
	Iteration 0F: 2 clusters Score -2.0565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 82980 members 
Entering Unmasked Estep 
Score: -20456312.000000 Penalty: 5961.840332
	Iteration 0F: 3 clusters Score -2.045631e+07 nChanged 79751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -20503702.000000 Penalty: 5961.840332
	Iteration 1F: 3 clusters Score -2.05037e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -20505202.000000 Penalty: 5961.840332
	Iteration 2Q: 3 clusters Score -2.05052e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -20507198.000000 Penalty: 5961.840332
	Iteration 3Q: 3 clusters Score -2.05072e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83753 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -20509708.000000 Penalty: 5961.840332
	Iteration 4Q: 3 clusters Score -2.050971e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -20513134.000000 Penalty: 5961.840332
	Iteration 5Q: 3 clusters Score -2.051313e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86575 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -20517548.000000 Penalty: 5961.840332
	Iteration 6F: 3 clusters Score -2.051755e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -20523490.000000 Penalty: 5961.840332
	Iteration 7F: 3 clusters Score -2.052349e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -20530746.000000 Penalty: 5961.840332
	Iteration 8F: 3 clusters Score -2.053075e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -20537108.000000 Penalty: 5961.840332
	Iteration 9F: 3 clusters Score -2.053711e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -20540690.000000 Penalty: 5961.840332
	Iteration 10Q: 3 clusters Score -2.054069e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 67810 members 
Entering Unmasked Estep 
Score: -20541998.000000 Penalty: 5961.840332
	Iteration 11Q: 3 clusters Score -2.0542e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -20542782.000000 Penalty: 5961.840332
	Iteration 12Q: 3 clusters Score -2.054278e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101538 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -20543510.000000 Penalty: 5961.840332
	Iteration 13Q: 3 clusters Score -2.054351e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103284 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -20544088.000000 Penalty: 5961.840332
	Iteration 14Q: 3 clusters Score -2.054409e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -20544612.000000 Penalty: 5961.840332
	Iteration 15Q: 3 clusters Score -2.054461e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -20545258.000000 Penalty: 5961.840332
	Iteration 16Q: 3 clusters Score -2.054526e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109021 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -20545890.000000 Penalty: 5961.840332
	Iteration 17Q: 3 clusters Score -2.054589e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -20546728.000000 Penalty: 5961.840332
	Iteration 18Q: 3 clusters Score -2.054673e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -20547470.000000 Penalty: 5961.840332
	Iteration 19Q: 3 clusters Score -2.054747e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115901 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -20548414.000000 Penalty: 5961.840332
	Iteration 20F: 3 clusters Score -2.054841e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -20549370.000000 Penalty: 5961.840332
	Iteration 21Q: 3 clusters Score -2.054937e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -20550192.000000 Penalty: 5961.840332
	Iteration 22Q: 3 clusters Score -2.055019e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -20551154.000000 Penalty: 5961.840332
	Iteration 23Q: 3 clusters Score -2.055115e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126618 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -20552084.000000 Penalty: 5961.840332
	Iteration 24Q: 3 clusters Score -2.055208e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -20553142.000000 Penalty: 5961.840332
	Iteration 25Q: 3 clusters Score -2.055314e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132244 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -20554306.000000 Penalty: 5961.840332
	Iteration 26Q: 3 clusters Score -2.055431e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134994 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -20555410.000000 Penalty: 5961.840332
	Iteration 27Q: 3 clusters Score -2.055541e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137734 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -20556424.000000 Penalty: 5961.840332
	Iteration 28Q: 3 clusters Score -2.055642e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140384 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -20557508.000000 Penalty: 5961.840332
	Iteration 29Q: 3 clusters Score -2.055751e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142879 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -20558490.000000 Penalty: 5961.840332
	Iteration 30Q: 3 clusters Score -2.055849e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145334 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -20559524.000000 Penalty: 5961.840332
	Iteration 31Q: 3 clusters Score -2.055952e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -20560392.000000 Penalty: 5961.840332
	Iteration 32Q: 3 clusters Score -2.056039e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149820 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -20561378.000000 Penalty: 5961.840332
	Iteration 33Q: 3 clusters Score -2.056138e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151799 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -20562242.000000 Penalty: 5961.840332
	Iteration 34Q: 3 clusters Score -2.056224e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153531 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -20562906.000000 Penalty: 5961.840332
	Iteration 35Q: 3 clusters Score -2.056291e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -20563368.000000 Penalty: 5961.840332
	Iteration 36Q: 3 clusters Score -2.056337e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -20563692.000000 Penalty: 5961.840332
	Iteration 37Q: 3 clusters Score -2.056369e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -20563886.000000 Penalty: 5961.840332
	Iteration 38Q: 3 clusters Score -2.056389e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -20564106.000000 Penalty: 5961.840332
	Iteration 39Q: 3 clusters Score -2.056411e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -20564418.000000 Penalty: 5961.840332
	Iteration 40F: 3 clusters Score -2.056442e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -20564644.000000 Penalty: 5961.840332
	Iteration 41Q: 3 clusters Score -2.056464e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -20564732.000000 Penalty: 5961.840332
	Iteration 42Q: 3 clusters Score -2.056473e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -20564822.000000 Penalty: 5961.840332
	Iteration 43Q: 3 clusters Score -2.056482e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161352 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -20564874.000000 Penalty: 5961.840332
	Iteration 44Q: 3 clusters Score -2.056487e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161669 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -20564936.000000 Penalty: 5961.840332
	Iteration 45Q: 3 clusters Score -2.056494e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161958 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -20564942.000000 Penalty: 5961.840332
	Iteration 46Q: 3 clusters Score -2.056494e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -20564966.000000 Penalty: 5961.840332
	Iteration 47Q: 3 clusters Score -2.056497e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162371 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -20564936.000000 Penalty: 5961.840332
	Iteration 48Q: 3 clusters Score -2.056494e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -20564992.000000 Penalty: 5961.840332
	Iteration 49Q: 3 clusters Score -2.056499e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162683 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20564968.000000 Penalty: 5961.840332
	Iteration 50Q: 3 clusters Score -2.056497e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162777 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -20564924.000000 Penalty: 5961.840332
	Iteration 51Q: 3 clusters Score -2.056492e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -20564884.000000 Penalty: 5961.840332
	Iteration 52Q: 3 clusters Score -2.056488e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -20564888.000000 Penalty: 5961.840332
	Iteration 53Q: 3 clusters Score -2.056489e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162990 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -20564856.000000 Penalty: 5961.840332
	Iteration 54Q: 3 clusters Score -2.056486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -20564848.000000 Penalty: 5961.840332
	Iteration 55Q: 3 clusters Score -2.056485e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163071 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -20564822.000000 Penalty: 5961.840332
	Iteration 56Q: 3 clusters Score -2.056482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163103 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -20564800.000000 Penalty: 5961.840332
	Iteration 57Q: 3 clusters Score -2.05648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163126 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -20564802.000000 Penalty: 5961.840332
	Iteration 58Q: 3 clusters Score -2.05648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -20564804.000000 Penalty: 5961.840332
	Iteration 59Q: 3 clusters Score -2.05648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -20564782.000000 Penalty: 5961.840332
	Iteration 60F: 3 clusters Score -2.056478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -20564792.000000 Penalty: 5961.840332
	Iteration 61Q: 3 clusters Score -2.056479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -20564784.000000 Penalty: 5961.840332
	Iteration 62Q: 3 clusters Score -2.056478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -20564760.000000 Penalty: 5961.840332
	Iteration 63Q: 3 clusters Score -2.056476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -20564780.000000 Penalty: 5961.840332
	Iteration 64Q: 3 clusters Score -2.056478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163260 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -20564776.000000 Penalty: 5961.840332
	Iteration 65Q: 3 clusters Score -2.056478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163275 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -20564768.000000 Penalty: 5961.840332
	Iteration 66Q: 3 clusters Score -2.056477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163290 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -20564766.000000 Penalty: 5961.840332
	Iteration 67Q: 3 clusters Score -2.056477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -20564766.000000 Penalty: 5961.840332
	Iteration 68Q: 3 clusters Score -2.056477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163323 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -20564746.000000 Penalty: 5961.840332
	Iteration 69Q: 3 clusters Score -2.056475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163340 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -20564760.000000 Penalty: 5961.840332
	Iteration 70Q: 3 clusters Score -2.056476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163357 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20564740.000000 Penalty: 5961.840332
	Iteration 71Q: 3 clusters Score -2.056474e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163375 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -20564736.000000 Penalty: 5961.840332
	Iteration 72Q: 3 clusters Score -2.056474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163391 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20564728.000000 Penalty: 5961.840332
	Iteration 73Q: 3 clusters Score -2.056473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163406 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -20564706.000000 Penalty: 5961.840332
	Iteration 74Q: 3 clusters Score -2.056471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -20564710.000000 Penalty: 5961.840332
	Iteration 75Q: 3 clusters Score -2.056471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20564716.000000 Penalty: 5961.840332
	Iteration 76Q: 3 clusters Score -2.056472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20564714.000000 Penalty: 5961.840332
	Iteration 77Q: 3 clusters Score -2.056471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163459 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -20564718.000000 Penalty: 5961.840332
	Iteration 78Q: 3 clusters Score -2.056472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20564708.000000 Penalty: 5961.840332
	Iteration 79Q: 3 clusters Score -2.056471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163469 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -20564716.000000 Penalty: 5961.840332
	Iteration 80F: 3 clusters Score -2.056472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -20564724.000000 Penalty: 5961.840332
	Iteration 81Q: 3 clusters Score -2.056472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -20564720.000000 Penalty: 5961.840332
	Iteration 82Q: 3 clusters Score -2.056472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163476 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -20564716.000000 Penalty: 5961.840332
	Iteration 83Q: 3 clusters Score -2.056472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20564728.000000 Penalty: 5961.840332
	Iteration 84Q: 3 clusters Score -2.056473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163479 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20564728.000000 Penalty: 5961.840332
	Iteration 85F: 3 clusters Score -2.056473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -332781.437500 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -332781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -329721.250000 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -329721.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330271.531250 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -330271.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330430.156250 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -330430.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330519.656250 Penalty: 3920.366943
	Iteration 3Q: 3 clusters Score -330519.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330587.093750 Penalty: 3920.366943
	Iteration 4Q: 3 clusters Score -330587.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330632.281250 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -330632.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -330661.375000 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -330661.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330690.593750 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -330690.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -330710.531250 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -330710.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330727.250000 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -330727.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330741.312500 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -330741.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330746.593750 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -330746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -330751.687500 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -330751.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -330757.156250 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -330757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330762.187500 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -330762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -330768.125000 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -330768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -330771.968750 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -330772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330776.562500 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -330776.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330782.750000 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -330782.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -330785.593750 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -330785.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330789.937500 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -330789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -330795.156250 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -330795.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330801.000000 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -330801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -330806.562500 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -330806.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -330810.750000 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -330810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -330815.656250 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -330815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -330817.843750 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -330817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -330820.250000 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -330820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330822.093750 Penalty: 3920.366943
	Iteration 28Q: 3 clusters Score -330822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -330824.593750 Penalty: 3920.366943
	Iteration 29Q: 3 clusters Score -330824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -330825.500000 Penalty: 3920.366943
	Iteration 30Q: 3 clusters Score -330825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -330826.187500 Penalty: 3920.366943
	Iteration 31Q: 3 clusters Score -330826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -330826.187500 Penalty: 3920.366943
	Iteration 32F: 3 clusters Score -330826.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78290.023438 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78290.02 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78504.695312 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78504.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78584.148438 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78584.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78624.671875 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78624.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78642.453125 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78642.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78660.015625 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78660.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78684.656250 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78684.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78698.953125 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78698.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78711.601562 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -78711.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78719.828125 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -78719.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78721.570312 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -78721.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78721.570312 Penalty: 3260.545166
	Iteration 11F: 3 clusters Score -78721.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170887 members 
Entering Unmasked Estep 
Score: -21257006.000000 Penalty: 2988.091797
	Iteration 0F: 2 clusters Score -2.125701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -21146648.000000 Penalty: 5976.183594
	Iteration 0F: 3 clusters Score -2.114665e+07 nChanged 81815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -21194404.000000 Penalty: 5976.183594
	Iteration 1F: 3 clusters Score -2.11944e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -21195046.000000 Penalty: 5976.183594
	Iteration 2Q: 3 clusters Score -2.119505e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -21195812.000000 Penalty: 5976.183594
	Iteration 3Q: 3 clusters Score -2.119581e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -21196576.000000 Penalty: 5976.183594
	Iteration 4Q: 3 clusters Score -2.119658e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -21197404.000000 Penalty: 5976.183594
	Iteration 5Q: 3 clusters Score -2.11974e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -21198620.000000 Penalty: 5976.183594
	Iteration 6Q: 3 clusters Score -2.119862e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -21200280.000000 Penalty: 5976.183594
	Iteration 7Q: 3 clusters Score -2.120028e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -21202756.000000 Penalty: 5976.183594
	Iteration 8Q: 3 clusters Score -2.120276e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -21206600.000000 Penalty: 5976.183594
	Iteration 9Q: 3 clusters Score -2.12066e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -21212016.000000 Penalty: 5976.183594
	Iteration 10F: 3 clusters Score -2.121202e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -21218972.000000 Penalty: 5976.183594
	Iteration 11F: 3 clusters Score -2.121897e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -21226456.000000 Penalty: 5976.183594
	Iteration 12F: 3 clusters Score -2.122646e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -21232370.000000 Penalty: 5976.183594
	Iteration 13F: 3 clusters Score -2.123237e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -21235662.000000 Penalty: 5976.183594
	Iteration 14Q: 3 clusters Score -2.123566e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -21237246.000000 Penalty: 5976.183594
	Iteration 15Q: 3 clusters Score -2.123725e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -21237970.000000 Penalty: 5976.183594
	Iteration 16Q: 3 clusters Score -2.123797e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -21238402.000000 Penalty: 5976.183594
	Iteration 17Q: 3 clusters Score -2.12384e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -21238900.000000 Penalty: 5976.183594
	Iteration 18Q: 3 clusters Score -2.12389e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -21239228.000000 Penalty: 5976.183594
	Iteration 19Q: 3 clusters Score -2.123923e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -21239674.000000 Penalty: 5976.183594
	Iteration 20F: 3 clusters Score -2.123967e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -21240202.000000 Penalty: 5976.183594
	Iteration 21Q: 3 clusters Score -2.12402e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -21240544.000000 Penalty: 5976.183594
	Iteration 22Q: 3 clusters Score -2.124054e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -21240882.000000 Penalty: 5976.183594
	Iteration 23Q: 3 clusters Score -2.124088e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -21241138.000000 Penalty: 5976.183594
	Iteration 24Q: 3 clusters Score -2.124114e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -21241400.000000 Penalty: 5976.183594
	Iteration 25Q: 3 clusters Score -2.12414e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 71720 members 
Entering Unmasked Estep 
Score: -21241546.000000 Penalty: 5976.183594
	Iteration 26Q: 3 clusters Score -2.124155e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99667 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
Score: -21241810.000000 Penalty: 5976.183594
	Iteration 27Q: 3 clusters Score -2.124181e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -21241936.000000 Penalty: 5976.183594
	Iteration 28Q: 3 clusters Score -2.124194e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -21242214.000000 Penalty: 5976.183594
	Iteration 29Q: 3 clusters Score -2.124221e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101567 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -21242322.000000 Penalty: 5976.183594
	Iteration 30Q: 3 clusters Score -2.124232e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -21242494.000000 Penalty: 5976.183594
	Iteration 31Q: 3 clusters Score -2.124249e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -21242730.000000 Penalty: 5976.183594
	Iteration 32Q: 3 clusters Score -2.124273e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103834 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -21242828.000000 Penalty: 5976.183594
	Iteration 33Q: 3 clusters Score -2.124283e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -21242918.000000 Penalty: 5976.183594
	Iteration 34Q: 3 clusters Score -2.124292e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -21243136.000000 Penalty: 5976.183594
	Iteration 35Q: 3 clusters Score -2.124314e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -21243286.000000 Penalty: 5976.183594
	Iteration 36Q: 3 clusters Score -2.124329e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -21243384.000000 Penalty: 5976.183594
	Iteration 37Q: 3 clusters Score -2.124338e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108252 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -21243606.000000 Penalty: 5976.183594
	Iteration 38Q: 3 clusters Score -2.124361e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109266 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -21243768.000000 Penalty: 5976.183594
	Iteration 39Q: 3 clusters Score -2.124377e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110328 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -21243966.000000 Penalty: 5976.183594
	Iteration 40F: 3 clusters Score -2.124397e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111412 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -21244070.000000 Penalty: 5976.183594
	Iteration 41Q: 3 clusters Score -2.124407e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -21244304.000000 Penalty: 5976.183594
	Iteration 42Q: 3 clusters Score -2.12443e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113785 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -21244494.000000 Penalty: 5976.183594
	Iteration 43Q: 3 clusters Score -2.124449e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -21244576.000000 Penalty: 5976.183594
	Iteration 44Q: 3 clusters Score -2.124458e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -21244842.000000 Penalty: 5976.183594
	Iteration 45Q: 3 clusters Score -2.124484e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117754 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -21245026.000000 Penalty: 5976.183594
	Iteration 46Q: 3 clusters Score -2.124503e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -21245268.000000 Penalty: 5976.183594
	Iteration 47Q: 3 clusters Score -2.124527e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -21245446.000000 Penalty: 5976.183594
	Iteration 48Q: 3 clusters Score -2.124545e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -21245720.000000 Penalty: 5976.183594
	Iteration 49Q: 3 clusters Score -2.124572e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123536 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -21245906.000000 Penalty: 5976.183594
	Iteration 50Q: 3 clusters Score -2.124591e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125135 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -21246240.000000 Penalty: 5976.183594
	Iteration 51Q: 3 clusters Score -2.124624e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126773 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -21246492.000000 Penalty: 5976.183594
	Iteration 52Q: 3 clusters Score -2.124649e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128407 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -21246742.000000 Penalty: 5976.183594
	Iteration 53Q: 3 clusters Score -2.124674e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130172 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -21247066.000000 Penalty: 5976.183594
	Iteration 54Q: 3 clusters Score -2.124707e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -21247352.000000 Penalty: 5976.183594
	Iteration 55Q: 3 clusters Score -2.124735e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -21247684.000000 Penalty: 5976.183594
	Iteration 56Q: 3 clusters Score -2.124768e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135630 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -21248254.000000 Penalty: 5976.183594
	Iteration 57Q: 3 clusters Score -2.124825e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -21248744.000000 Penalty: 5976.183594
	Iteration 58Q: 3 clusters Score -2.124874e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -21249256.000000 Penalty: 5976.183594
	Iteration 59Q: 3 clusters Score -2.124926e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141404 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -21249746.000000 Penalty: 5976.183594
	Iteration 60F: 3 clusters Score -2.124975e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -21250326.000000 Penalty: 5976.183594
	Iteration 61Q: 3 clusters Score -2.125033e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145311 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -21250682.000000 Penalty: 5976.183594
	Iteration 62Q: 3 clusters Score -2.125068e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147191 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -21251154.000000 Penalty: 5976.183594
	Iteration 63Q: 3 clusters Score -2.125115e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -21251600.000000 Penalty: 5976.183594
	Iteration 64Q: 3 clusters Score -2.12516e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150602 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -21251896.000000 Penalty: 5976.183594
	Iteration 65Q: 3 clusters Score -2.12519e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -21252250.000000 Penalty: 5976.183594
	Iteration 66Q: 3 clusters Score -2.125225e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -21252566.000000 Penalty: 5976.183594
	Iteration 67Q: 3 clusters Score -2.125257e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155092 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -21252886.000000 Penalty: 5976.183594
	Iteration 68Q: 3 clusters Score -2.125289e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -21253200.000000 Penalty: 5976.183594
	Iteration 69Q: 3 clusters Score -2.12532e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157718 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -21253410.000000 Penalty: 5976.183594
	Iteration 70Q: 3 clusters Score -2.125341e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -21253590.000000 Penalty: 5976.183594
	Iteration 71Q: 3 clusters Score -2.125359e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160012 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -21253820.000000 Penalty: 5976.183594
	Iteration 72Q: 3 clusters Score -2.125382e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -21253966.000000 Penalty: 5976.183594
	Iteration 73Q: 3 clusters Score -2.125397e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161815 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -21254050.000000 Penalty: 5976.183594
	Iteration 74Q: 3 clusters Score -2.125405e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162559 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -21254136.000000 Penalty: 5976.183594
	Iteration 75Q: 3 clusters Score -2.125414e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163199 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -21254266.000000 Penalty: 5976.183594
	Iteration 76Q: 3 clusters Score -2.125427e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -21254364.000000 Penalty: 5976.183594
	Iteration 77Q: 3 clusters Score -2.125436e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -21254436.000000 Penalty: 5976.183594
	Iteration 78Q: 3 clusters Score -2.125444e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -21254516.000000 Penalty: 5976.183594
	Iteration 79Q: 3 clusters Score -2.125452e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -21254530.000000 Penalty: 5976.183594
	Iteration 80F: 3 clusters Score -2.125453e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165456 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -21254586.000000 Penalty: 5976.183594
	Iteration 81Q: 3 clusters Score -2.125459e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -21254626.000000 Penalty: 5976.183594
	Iteration 82Q: 3 clusters Score -2.125463e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166042 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -21254618.000000 Penalty: 5976.183594
	Iteration 83Q: 3 clusters Score -2.125462e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166282 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -21254660.000000 Penalty: 5976.183594
	Iteration 84Q: 3 clusters Score -2.125466e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166504 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -21254724.000000 Penalty: 5976.183594
	Iteration 85Q: 3 clusters Score -2.125472e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -21254774.000000 Penalty: 5976.183594
	Iteration 86Q: 3 clusters Score -2.125477e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -21254824.000000 Penalty: 5976.183594
	Iteration 87Q: 3 clusters Score -2.125482e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167018 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -21254860.000000 Penalty: 5976.183594
	Iteration 88Q: 3 clusters Score -2.125486e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167166 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -21254878.000000 Penalty: 5976.183594
	Iteration 89Q: 3 clusters Score -2.125488e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167317 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -21254934.000000 Penalty: 5976.183594
	Iteration 90Q: 3 clusters Score -2.125493e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -21254966.000000 Penalty: 5976.183594
	Iteration 91Q: 3 clusters Score -2.125497e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167578 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21254946.000000 Penalty: 5976.183594
	Iteration 92Q: 3 clusters Score -2.125495e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -21254938.000000 Penalty: 5976.183594
	Iteration 93Q: 3 clusters Score -2.125494e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21254962.000000 Penalty: 5976.183594
	Iteration 94Q: 3 clusters Score -2.125496e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21254974.000000 Penalty: 5976.183594
	Iteration 95Q: 3 clusters Score -2.125497e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167905 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -21254966.000000 Penalty: 5976.183594
	Iteration 96Q: 3 clusters Score -2.125497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -21254988.000000 Penalty: 5976.183594
	Iteration 97Q: 3 clusters Score -2.125499e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167990 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -21254968.000000 Penalty: 5976.183594
	Iteration 98Q: 3 clusters Score -2.125497e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168037 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -21254934.000000 Penalty: 5976.183594
	Iteration 99Q: 3 clusters Score -2.125493e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168082 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21254958.000000 Penalty: 5976.183594
	Iteration 100F: 3 clusters Score -2.125496e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21254980.000000 Penalty: 5976.183594
	Iteration 101Q: 3 clusters Score -2.125498e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -21254982.000000 Penalty: 5976.183594
	Iteration 102Q: 3 clusters Score -2.125498e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168199 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21254996.000000 Penalty: 5976.183594
	Iteration 103Q: 3 clusters Score -2.1255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168232 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -21255012.000000 Penalty: 5976.183594
	Iteration 104Q: 3 clusters Score -2.125501e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -21255012.000000 Penalty: 5976.183594
	Iteration 105Q: 3 clusters Score -2.125501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168300 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -21254998.000000 Penalty: 5976.183594
	Iteration 106Q: 3 clusters Score -2.1255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168334 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21255004.000000 Penalty: 5976.183594
	Iteration 107Q: 3 clusters Score -2.1255e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168367 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -21255016.000000 Penalty: 5976.183594
	Iteration 108Q: 3 clusters Score -2.125502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21254994.000000 Penalty: 5976.183594
	Iteration 109Q: 3 clusters Score -2.125499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -21254988.000000 Penalty: 5976.183594
	Iteration 110Q: 3 clusters Score -2.125499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21255020.000000 Penalty: 5976.183594
	Iteration 111Q: 3 clusters Score -2.125502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -21255046.000000 Penalty: 5976.183594
	Iteration 112Q: 3 clusters Score -2.125505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21255038.000000 Penalty: 5976.183594
	Iteration 113Q: 3 clusters Score -2.125504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21255030.000000 Penalty: 5976.183594
	Iteration 114Q: 3 clusters Score -2.125503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168544 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21255010.000000 Penalty: 5976.183594
	Iteration 115Q: 3 clusters Score -2.125501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21255018.000000 Penalty: 5976.183594
	Iteration 116Q: 3 clusters Score -2.125502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168591 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21255044.000000 Penalty: 5976.183594
	Iteration 117Q: 3 clusters Score -2.125504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21255068.000000 Penalty: 5976.183594
	Iteration 118Q: 3 clusters Score -2.125507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168626 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21255052.000000 Penalty: 5976.183594
	Iteration 119Q: 3 clusters Score -2.125505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21255040.000000 Penalty: 5976.183594
	Iteration 120F: 3 clusters Score -2.125504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168654 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21255046.000000 Penalty: 5976.183594
	Iteration 121Q: 3 clusters Score -2.125505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168661 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21255046.000000 Penalty: 5976.183594
	Iteration 122Q: 3 clusters Score -2.125505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168669 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -21255054.000000 Penalty: 5976.183594
	Iteration 123Q: 3 clusters Score -2.125505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -21255066.000000 Penalty: 5976.183594
	Iteration 124Q: 3 clusters Score -2.125507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -21255070.000000 Penalty: 5976.183594
	Iteration 125Q: 3 clusters Score -2.125507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -21255070.000000 Penalty: 5976.183594
	Iteration 126Q: 3 clusters Score -2.125507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -21255066.000000 Penalty: 5976.183594
	Iteration 127Q: 3 clusters Score -2.125507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168680 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21255064.000000 Penalty: 5976.183594
	Iteration 128Q: 3 clusters Score -2.125506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21255072.000000 Penalty: 5976.183594
	Iteration 129Q: 3 clusters Score -2.125507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21255066.000000 Penalty: 5976.183594
	Iteration 130Q: 3 clusters Score -2.125507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21255066.000000 Penalty: 5976.183594
	Iteration 131F: 3 clusters Score -2.125507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Entering Unmasked Estep 
Score: -1702510.125000 Penalty: 2368.423096
	Iteration 0F: 2 clusters Score -1702510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1692253.375000 Penalty: 4736.846191
	Iteration 0F: 3 clusters Score -1692253 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1695651.125000 Penalty: 4736.846191
	Iteration 1F: 3 clusters Score -1695651 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1696200.500000 Penalty: 4736.846191
	Iteration 2F: 3 clusters Score -1696200 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1696794.375000 Penalty: 4736.846191
	Iteration 3F: 3 clusters Score -1696794 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1697496.625000 Penalty: 4736.846191
	Iteration 4F: 3 clusters Score -1697497 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1698266.625000 Penalty: 4736.846191
	Iteration 5F: 3 clusters Score -1698267 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1699024.375000 Penalty: 4736.846191
	Iteration 6F: 3 clusters Score -1699024 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1699713.000000 Penalty: 4736.846191
	Iteration 7F: 3 clusters Score -1699713 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1700257.250000 Penalty: 4736.846191
	Iteration 8F: 3 clusters Score -1700257 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1700614.625000 Penalty: 4736.846191
	Iteration 9Q: 3 clusters Score -1700615 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1700828.500000 Penalty: 4736.846191
	Iteration 10Q: 3 clusters Score -1700828 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1700959.250000 Penalty: 4736.846191
	Iteration 11Q: 3 clusters Score -1700959 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1701033.750000 Penalty: 4736.846191
	Iteration 12Q: 3 clusters Score -1701034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1701101.625000 Penalty: 4736.846191
	Iteration 13Q: 3 clusters Score -1701102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1701139.875000 Penalty: 4736.846191
	Iteration 14Q: 3 clusters Score -1701140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1701174.750000 Penalty: 4736.846191
	Iteration 15Q: 3 clusters Score -1701175 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1701204.125000 Penalty: 4736.846191
	Iteration 16Q: 3 clusters Score -1701204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1701234.875000 Penalty: 4736.846191
	Iteration 17Q: 3 clusters Score -1701235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1701255.875000 Penalty: 4736.846191
	Iteration 18Q: 3 clusters Score -1701256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1701274.375000 Penalty: 4736.846191
	Iteration 19Q: 3 clusters Score -1701274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1701291.250000 Penalty: 4736.846191
	Iteration 20F: 3 clusters Score -1701291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1701297.250000 Penalty: 4736.846191
	Iteration 21Q: 3 clusters Score -1701297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1701305.625000 Penalty: 4736.846191
	Iteration 22Q: 3 clusters Score -1701306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1701308.750000 Penalty: 4736.846191
	Iteration 23Q: 3 clusters Score -1701309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1701321.625000 Penalty: 4736.846191
	Iteration 24Q: 3 clusters Score -1701322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1701320.750000 Penalty: 4736.846191
	Iteration 25Q: 3 clusters Score -1701321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1701322.625000 Penalty: 4736.846191
	Iteration 26Q: 3 clusters Score -1701323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1701326.625000 Penalty: 4736.846191
	Iteration 27Q: 3 clusters Score -1701327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1701326.250000 Penalty: 4736.846191
	Iteration 28Q: 3 clusters Score -1701326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1701327.750000 Penalty: 4736.846191
	Iteration 29Q: 3 clusters Score -1701328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1701336.750000 Penalty: 4736.846191
	Iteration 30Q: 3 clusters Score -1701337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1701333.000000 Penalty: 4736.846191
	Iteration 31Q: 3 clusters Score -1701333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1701332.000000 Penalty: 4736.846191
	Iteration 32Q: 3 clusters Score -1701332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1701330.750000 Penalty: 4736.846191
	Iteration 33Q: 3 clusters Score -1701331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1701332.125000 Penalty: 4736.846191
	Iteration 34Q: 3 clusters Score -1701332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1701333.625000 Penalty: 4736.846191
	Iteration 35Q: 3 clusters Score -1701334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1701339.125000 Penalty: 4736.846191
	Iteration 36Q: 3 clusters Score -1701339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1701337.000000 Penalty: 4736.846191
	Iteration 37Q: 3 clusters Score -1701337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1701342.750000 Penalty: 4736.846191
	Iteration 38Q: 3 clusters Score -1701343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1701345.125000 Penalty: 4736.846191
	Iteration 39Q: 3 clusters Score -1701345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1701348.250000 Penalty: 4736.846191
	Iteration 40F: 3 clusters Score -1701348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1701348.500000 Penalty: 4736.846191
	Iteration 41Q: 3 clusters Score -1701348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1701346.875000 Penalty: 4736.846191
	Iteration 42Q: 3 clusters Score -1701347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1701351.625000 Penalty: 4736.846191
	Iteration 43Q: 3 clusters Score -1701352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1701351.500000 Penalty: 4736.846191
	Iteration 44Q: 3 clusters Score -1701352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1701355.375000 Penalty: 4736.846191
	Iteration 45Q: 3 clusters Score -1701355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1701352.750000 Penalty: 4736.846191
	Iteration 46Q: 3 clusters Score -1701353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1701352.875000 Penalty: 4736.846191
	Iteration 47Q: 3 clusters Score -1701353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1701352.125000 Penalty: 4736.846191
	Iteration 48Q: 3 clusters Score -1701352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1701353.750000 Penalty: 4736.846191
	Iteration 49Q: 3 clusters Score -1701354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1701354.750000 Penalty: 4736.846191
	Iteration 50Q: 3 clusters Score -1701355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1701353.750000 Penalty: 4736.846191
	Iteration 51Q: 3 clusters Score -1701354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1701357.125000 Penalty: 4736.846191
	Iteration 52Q: 3 clusters Score -1701357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1701357.125000 Penalty: 4736.846191
	Iteration 53F: 3 clusters Score -1701357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -573883.875000 Penalty: 2110.071777
	Iteration 0F: 2 clusters Score -573883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -569379.875000 Penalty: 4220.143555
	Iteration 0F: 3 clusters Score -569379.9 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -570487.812500 Penalty: 4220.143555
	Iteration 1F: 3 clusters Score -570487.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -570823.062500 Penalty: 4220.143555
	Iteration 2F: 3 clusters Score -570823.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -571123.625000 Penalty: 4220.143555
	Iteration 3F: 3 clusters Score -571123.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -571380.312500 Penalty: 4220.143555
	Iteration 4F: 3 clusters Score -571380.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -571561.250000 Penalty: 4220.143555
	Iteration 5F: 3 clusters Score -571561.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -571693.750000 Penalty: 4220.143555
	Iteration 6Q: 3 clusters Score -571693.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -571804.000000 Penalty: 4220.143555
	Iteration 7Q: 3 clusters Score -571804 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -571906.812500 Penalty: 4220.143555
	Iteration 8Q: 3 clusters Score -571906.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -571993.750000 Penalty: 4220.143555
	Iteration 9Q: 3 clusters Score -571993.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -572057.625000 Penalty: 4220.143555
	Iteration 10Q: 3 clusters Score -572057.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -572120.187500 Penalty: 4220.143555
	Iteration 11Q: 3 clusters Score -572120.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -572183.437500 Penalty: 4220.143555
	Iteration 12Q: 3 clusters Score -572183.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -572231.187500 Penalty: 4220.143555
	Iteration 13Q: 3 clusters Score -572231.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -572276.437500 Penalty: 4220.143555
	Iteration 14Q: 3 clusters Score -572276.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -572315.187500 Penalty: 4220.143555
	Iteration 15Q: 3 clusters Score -572315.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -572348.500000 Penalty: 4220.143555
	Iteration 16Q: 3 clusters Score -572348.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -572383.750000 Penalty: 4220.143555
	Iteration 17Q: 3 clusters Score -572383.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -572403.375000 Penalty: 4220.143555
	Iteration 18Q: 3 clusters Score -572403.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -572428.000000 Penalty: 4220.143555
	Iteration 19Q: 3 clusters Score -572428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -572444.812500 Penalty: 4220.143555
	Iteration 20F: 3 clusters Score -572444.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -572458.250000 Penalty: 4220.143555
	Iteration 21Q: 3 clusters Score -572458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -572465.625000 Penalty: 4220.143555
	Iteration 22Q: 3 clusters Score -572465.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -572474.250000 Penalty: 4220.143555
	Iteration 23Q: 3 clusters Score -572474.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -572485.125000 Penalty: 4220.143555
	Iteration 24Q: 3 clusters Score -572485.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -572493.062500 Penalty: 4220.143555
	Iteration 25Q: 3 clusters Score -572493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -572496.937500 Penalty: 4220.143555
	Iteration 26Q: 3 clusters Score -572496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -572501.062500 Penalty: 4220.143555
	Iteration 27Q: 3 clusters Score -572501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -572504.500000 Penalty: 4220.143555
	Iteration 28Q: 3 clusters Score -572504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -572506.875000 Penalty: 4220.143555
	Iteration 29Q: 3 clusters Score -572506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -572508.812500 Penalty: 4220.143555
	Iteration 30Q: 3 clusters Score -572508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -572511.625000 Penalty: 4220.143555
	Iteration 31Q: 3 clusters Score -572511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -572513.375000 Penalty: 4220.143555
	Iteration 32Q: 3 clusters Score -572513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -572514.625000 Penalty: 4220.143555
	Iteration 33Q: 3 clusters Score -572514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -572514.500000 Penalty: 4220.143555
	Iteration 34Q: 3 clusters Score -572514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -572517.812500 Penalty: 4220.143555
	Iteration 35Q: 3 clusters Score -572517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -572517.875000 Penalty: 4220.143555
	Iteration 36Q: 3 clusters Score -572517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -572519.125000 Penalty: 4220.143555
	Iteration 37Q: 3 clusters Score -572519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -572519.437500 Penalty: 4220.143555
	Iteration 38Q: 3 clusters Score -572519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -572519.437500 Penalty: 4220.143555
	Iteration 39F: 3 clusters Score -572519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Entering Unmasked Estep 
Score: -11136012.000000 Penalty: 2829.227539
	Iteration 0F: 2 clusters Score -1.113601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -11075835.000000 Penalty: 5658.455078
	Iteration 0F: 3 clusters Score -1.107584e+07 nChanged 42151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -11099623.000000 Penalty: 5658.455078
	Iteration 1F: 3 clusters Score -1.109962e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -11100262.000000 Penalty: 5658.455078
	Iteration 2Q: 3 clusters Score -1.110026e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -11100794.000000 Penalty: 5658.455078
	Iteration 3Q: 3 clusters Score -1.110079e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -11101506.000000 Penalty: 5658.455078
	Iteration 4Q: 3 clusters Score -1.110151e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -11102420.000000 Penalty: 5658.455078
	Iteration 5Q: 3 clusters Score -1.110242e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -11103821.000000 Penalty: 5658.455078
	Iteration 6Q: 3 clusters Score -1.110382e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -11106021.000000 Penalty: 5658.455078
	Iteration 7Q: 3 clusters Score -1.110602e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -11109034.000000 Penalty: 5658.455078
	Iteration 8F: 3 clusters Score -1.110903e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -11113358.000000 Penalty: 5658.455078
	Iteration 9F: 3 clusters Score -1.111336e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -11118057.000000 Penalty: 5658.455078
	Iteration 10F: 3 clusters Score -1.111806e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -11122060.000000 Penalty: 5658.455078
	Iteration 11F: 3 clusters Score -1.112206e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -11124776.000000 Penalty: 5658.455078
	Iteration 12Q: 3 clusters Score -1.112478e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -11126370.000000 Penalty: 5658.455078
	Iteration 13Q: 3 clusters Score -1.112637e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -11127385.000000 Penalty: 5658.455078
	Iteration 14Q: 3 clusters Score -1.112738e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -11128202.000000 Penalty: 5658.455078
	Iteration 15Q: 3 clusters Score -1.11282e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -11128930.000000 Penalty: 5658.455078
	Iteration 16Q: 3 clusters Score -1.112893e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -11129686.000000 Penalty: 5658.455078
	Iteration 17Q: 3 clusters Score -1.112969e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -11130311.000000 Penalty: 5658.455078
	Iteration 18Q: 3 clusters Score -1.113031e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -11130952.000000 Penalty: 5658.455078
	Iteration 19Q: 3 clusters Score -1.113095e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -11131445.000000 Penalty: 5658.455078
	Iteration 20F: 3 clusters Score -1.113144e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -11131883.000000 Penalty: 5658.455078
	Iteration 21Q: 3 clusters Score -1.113188e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -11132252.000000 Penalty: 5658.455078
	Iteration 22Q: 3 clusters Score -1.113225e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -11132671.000000 Penalty: 5658.455078
	Iteration 23Q: 3 clusters Score -1.113267e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -11132941.000000 Penalty: 5658.455078
	Iteration 24Q: 3 clusters Score -1.113294e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -11133122.000000 Penalty: 5658.455078
	Iteration 25Q: 3 clusters Score -1.113312e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -11133300.000000 Penalty: 5658.455078
	Iteration 26Q: 3 clusters Score -1.11333e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -11133414.000000 Penalty: 5658.455078
	Iteration 27Q: 3 clusters Score -1.113341e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -11133507.000000 Penalty: 5658.455078
	Iteration 28Q: 3 clusters Score -1.113351e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -11133605.000000 Penalty: 5658.455078
	Iteration 29Q: 3 clusters Score -1.11336e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -11133667.000000 Penalty: 5658.455078
	Iteration 30Q: 3 clusters Score -1.113367e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -11133720.000000 Penalty: 5658.455078
	Iteration 31Q: 3 clusters Score -1.113372e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -11133779.000000 Penalty: 5658.455078
	Iteration 32Q: 3 clusters Score -1.113378e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -11133811.000000 Penalty: 5658.455078
	Iteration 33Q: 3 clusters Score -1.113381e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -11133867.000000 Penalty: 5658.455078
	Iteration 34Q: 3 clusters Score -1.113387e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -11133900.000000 Penalty: 5658.455078
	Iteration 35Q: 3 clusters Score -1.11339e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -11133927.000000 Penalty: 5658.455078
	Iteration 36Q: 3 clusters Score -1.113393e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -11133950.000000 Penalty: 5658.455078
	Iteration 37Q: 3 clusters Score -1.113395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -11133947.000000 Penalty: 5658.455078
	Iteration 38Q: 3 clusters Score -1.113395e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 87864 members 
Entering Unmasked Estep 
Score: -11133959.000000 Penalty: 5658.455078
	Iteration 39Q: 3 clusters Score -1.113396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -11133972.000000 Penalty: 5658.455078
	Iteration 40F: 3 clusters Score -1.113397e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 87927 members 
Entering Unmasked Estep 
Score: -11133992.000000 Penalty: 5658.455078
	Iteration 41Q: 3 clusters Score -1.113399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -11133972.000000 Penalty: 5658.455078
	Iteration 42Q: 3 clusters Score -1.113397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -11133970.000000 Penalty: 5658.455078
	Iteration 43Q: 3 clusters Score -1.113397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -11133981.000000 Penalty: 5658.455078
	Iteration 44Q: 3 clusters Score -1.113398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -11133963.000000 Penalty: 5658.455078
	Iteration 45Q: 3 clusters Score -1.113396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -11133970.000000 Penalty: 5658.455078
	Iteration 46Q: 3 clusters Score -1.113397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -11133968.000000 Penalty: 5658.455078
	Iteration 47Q: 3 clusters Score -1.113397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -11133970.000000 Penalty: 5658.455078
	Iteration 48Q: 3 clusters Score -1.113397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -11133990.000000 Penalty: 5658.455078
	Iteration 49Q: 3 clusters Score -1.113399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -11133976.000000 Penalty: 5658.455078
	Iteration 50Q: 3 clusters Score -1.113398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -11133975.000000 Penalty: 5658.455078
	Iteration 51Q: 3 clusters Score -1.113398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -11133988.000000 Penalty: 5658.455078
	Iteration 52Q: 3 clusters Score -1.113399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -11133994.000000 Penalty: 5658.455078
	Iteration 53Q: 3 clusters Score -1.113399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -11134007.000000 Penalty: 5658.455078
	Iteration 54Q: 3 clusters Score -1.113401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -11133992.000000 Penalty: 5658.455078
	Iteration 55Q: 3 clusters Score -1.113399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -11133999.000000 Penalty: 5658.455078
	Iteration 56Q: 3 clusters Score -1.1134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -11133980.000000 Penalty: 5658.455078
	Iteration 57Q: 3 clusters Score -1.113398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -11133998.000000 Penalty: 5658.455078
	Iteration 58Q: 3 clusters Score -1.1134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -11133990.000000 Penalty: 5658.455078
	Iteration 59Q: 3 clusters Score -1.113399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -11133984.000000 Penalty: 5658.455078
	Iteration 60F: 3 clusters Score -1.113398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -11133979.000000 Penalty: 5658.455078
	Iteration 61Q: 3 clusters Score -1.113398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -11133984.000000 Penalty: 5658.455078
	Iteration 62Q: 3 clusters Score -1.113398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -11133988.000000 Penalty: 5658.455078
	Iteration 63Q: 3 clusters Score -1.113399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -11133983.000000 Penalty: 5658.455078
	Iteration 64Q: 3 clusters Score -1.113398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -11133986.000000 Penalty: 5658.455078
	Iteration 65Q: 3 clusters Score -1.113399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -11133980.000000 Penalty: 5658.455078
	Iteration 66Q: 3 clusters Score -1.113398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -11133981.000000 Penalty: 5658.455078
	Iteration 67Q: 3 clusters Score -1.113398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -11133989.000000 Penalty: 5658.455078
	Iteration 68Q: 3 clusters Score -1.113399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -11133993.000000 Penalty: 5658.455078
	Iteration 69Q: 3 clusters Score -1.113399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -11134002.000000 Penalty: 5658.455078
	Iteration 70Q: 3 clusters Score -1.1134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -11134004.000000 Penalty: 5658.455078
	Iteration 71Q: 3 clusters Score -1.1134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -11134006.000000 Penalty: 5658.455078
	Iteration 72Q: 3 clusters Score -1.113401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -11134008.000000 Penalty: 5658.455078
	Iteration 73Q: 3 clusters Score -1.113401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -11134020.000000 Penalty: 5658.455078
	Iteration 74Q: 3 clusters Score -1.113402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -11134014.000000 Penalty: 5658.455078
	Iteration 75Q: 3 clusters Score -1.113401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -11134008.000000 Penalty: 5658.455078
	Iteration 76Q: 3 clusters Score -1.113401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -11134012.000000 Penalty: 5658.455078
	Iteration 77Q: 3 clusters Score -1.113401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -11134014.000000 Penalty: 5658.455078
	Iteration 78Q: 3 clusters Score -1.113401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -11134028.000000 Penalty: 5658.455078
	Iteration 79Q: 3 clusters Score -1.113403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -11134033.000000 Penalty: 5658.455078
	Iteration 80F: 3 clusters Score -1.113403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -11134038.000000 Penalty: 5658.455078
	Iteration 81Q: 3 clusters Score -1.113404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -11134037.000000 Penalty: 5658.455078
	Iteration 82Q: 3 clusters Score -1.113404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -11134034.000000 Penalty: 5658.455078
	Iteration 83Q: 3 clusters Score -1.113403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -11134035.000000 Penalty: 5658.455078
	Iteration 84Q: 3 clusters Score -1.113404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -11134013.000000 Penalty: 5658.455078
	Iteration 85Q: 3 clusters Score -1.113401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -11134015.000000 Penalty: 5658.455078
	Iteration 86Q: 3 clusters Score -1.113402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -11134019.000000 Penalty: 5658.455078
	Iteration 87Q: 3 clusters Score -1.113402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -11134019.000000 Penalty: 5658.455078
	Iteration 88Q: 3 clusters Score -1.113402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -11134016.000000 Penalty: 5658.455078
	Iteration 89Q: 3 clusters Score -1.113402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -11134016.000000 Penalty: 5658.455078
	Iteration 90F: 3 clusters Score -1.113402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Entering Unmasked Estep 
Score: -3305551.500000 Penalty: 2543.001709
	Iteration 0F: 2 clusters Score -3305552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3285948.000000 Penalty: 5086.003418
	Iteration 0F: 3 clusters Score -3285948 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3293312.750000 Penalty: 5086.003418
	Iteration 1F: 3 clusters Score -3293313 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3294082.250000 Penalty: 5086.003418
	Iteration 2F: 3 clusters Score -3294082 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3294796.250000 Penalty: 5086.003418
	Iteration 3F: 3 clusters Score -3294796 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3295457.500000 Penalty: 5086.003418
	Iteration 4Q: 3 clusters Score -3295458 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3296049.000000 Penalty: 5086.003418
	Iteration 5Q: 3 clusters Score -3296049 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -3296612.000000 Penalty: 5086.003418
	Iteration 6Q: 3 clusters Score -3296612 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3297214.000000 Penalty: 5086.003418
	Iteration 7Q: 3 clusters Score -3297214 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3297872.750000 Penalty: 5086.003418
	Iteration 8Q: 3 clusters Score -3297873 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3298579.750000 Penalty: 5086.003418
	Iteration 9Q: 3 clusters Score -3298580 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3299409.250000 Penalty: 5086.003418
	Iteration 10Q: 3 clusters Score -3299409 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3300228.000000 Penalty: 5086.003418
	Iteration 11Q: 3 clusters Score -3300228 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3300960.000000 Penalty: 5086.003418
	Iteration 12Q: 3 clusters Score -3300960 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3301662.750000 Penalty: 5086.003418
	Iteration 13Q: 3 clusters Score -3301663 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3302240.000000 Penalty: 5086.003418
	Iteration 14Q: 3 clusters Score -3302240 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3302738.250000 Penalty: 5086.003418
	Iteration 15Q: 3 clusters Score -3302738 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3303153.500000 Penalty: 5086.003418
	Iteration 16Q: 3 clusters Score -3303154 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3303553.000000 Penalty: 5086.003418
	Iteration 17Q: 3 clusters Score -3303553 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3303913.750000 Penalty: 5086.003418
	Iteration 18Q: 3 clusters Score -3303914 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -3304256.500000 Penalty: 5086.003418
	Iteration 19Q: 3 clusters Score -3304256 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3304551.250000 Penalty: 5086.003418
	Iteration 20F: 3 clusters Score -3304551 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3304769.500000 Penalty: 5086.003418
	Iteration 21Q: 3 clusters Score -3304770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3304915.000000 Penalty: 5086.003418
	Iteration 22Q: 3 clusters Score -3304915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3304982.750000 Penalty: 5086.003418
	Iteration 23Q: 3 clusters Score -3304983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3305021.500000 Penalty: 5086.003418
	Iteration 24Q: 3 clusters Score -3305022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3305053.250000 Penalty: 5086.003418
	Iteration 25Q: 3 clusters Score -3305053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3305073.250000 Penalty: 5086.003418
	Iteration 26Q: 3 clusters Score -3305073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3305100.750000 Penalty: 5086.003418
	Iteration 27Q: 3 clusters Score -3305101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3305132.000000 Penalty: 5086.003418
	Iteration 28Q: 3 clusters Score -3305132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3305156.000000 Penalty: 5086.003418
	Iteration 29Q: 3 clusters Score -3305156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3305161.250000 Penalty: 5086.003418
	Iteration 30Q: 3 clusters Score -3305161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3305171.000000 Penalty: 5086.003418
	Iteration 31Q: 3 clusters Score -3305171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3305179.250000 Penalty: 5086.003418
	Iteration 32Q: 3 clusters Score -3305179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3305183.250000 Penalty: 5086.003418
	Iteration 33Q: 3 clusters Score -3305183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3305191.750000 Penalty: 5086.003418
	Iteration 34Q: 3 clusters Score -3305192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3305193.750000 Penalty: 5086.003418
	Iteration 35Q: 3 clusters Score -3305194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3305200.250000 Penalty: 5086.003418
	Iteration 36Q: 3 clusters Score -3305200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3305205.250000 Penalty: 5086.003418
	Iteration 37Q: 3 clusters Score -3305205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3305206.250000 Penalty: 5086.003418
	Iteration 38Q: 3 clusters Score -3305206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3305205.750000 Penalty: 5086.003418
	Iteration 39Q: 3 clusters Score -3305206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3305205.000000 Penalty: 5086.003418
	Iteration 40F: 3 clusters Score -3305205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3305206.750000 Penalty: 5086.003418
	Iteration 41Q: 3 clusters Score -3305207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3305206.750000 Penalty: 5086.003418
	Iteration 42F: 3 clusters Score -3305207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Entering Unmasked Estep 
Score: -2018572.625000 Penalty: 2407.377930
	Iteration 0F: 2 clusters Score -2018573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2006769.250000 Penalty: 4814.755859
	Iteration 0F: 3 clusters Score -2006769 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2010544.000000 Penalty: 4814.755859
	Iteration 1F: 3 clusters Score -2010544 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2010838.500000 Penalty: 4814.755859
	Iteration 2F: 3 clusters Score -2010838 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2011037.625000 Penalty: 4814.755859
	Iteration 3Q: 3 clusters Score -2011038 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2011197.000000 Penalty: 4814.755859
	Iteration 4Q: 3 clusters Score -2011197 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2011298.625000 Penalty: 4814.755859
	Iteration 5Q: 3 clusters Score -2011299 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2011407.500000 Penalty: 4814.755859
	Iteration 6Q: 3 clusters Score -2011408 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2011511.875000 Penalty: 4814.755859
	Iteration 7Q: 3 clusters Score -2011512 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2011600.375000 Penalty: 4814.755859
	Iteration 8Q: 3 clusters Score -2011600 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2011693.500000 Penalty: 4814.755859
	Iteration 9Q: 3 clusters Score -2011694 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2011771.250000 Penalty: 4814.755859
	Iteration 10Q: 3 clusters Score -2011771 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2011854.250000 Penalty: 4814.755859
	Iteration 11Q: 3 clusters Score -2011854 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2011956.375000 Penalty: 4814.755859
	Iteration 12Q: 3 clusters Score -2011956 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2012066.875000 Penalty: 4814.755859
	Iteration 13Q: 3 clusters Score -2012067 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2012189.625000 Penalty: 4814.755859
	Iteration 14Q: 3 clusters Score -2012190 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2012342.875000 Penalty: 4814.755859
	Iteration 15Q: 3 clusters Score -2012343 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2012526.500000 Penalty: 4814.755859
	Iteration 16Q: 3 clusters Score -2012526 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2012768.125000 Penalty: 4814.755859
	Iteration 17Q: 3 clusters Score -2012768 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2013088.000000 Penalty: 4814.755859
	Iteration 18Q: 3 clusters Score -2013088 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2013443.125000 Penalty: 4814.755859
	Iteration 19Q: 3 clusters Score -2013443 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2013903.000000 Penalty: 4814.755859
	Iteration 20F: 3 clusters Score -2013903 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2014379.750000 Penalty: 4814.755859
	Iteration 21Q: 3 clusters Score -2014380 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2014839.500000 Penalty: 4814.755859
	Iteration 22Q: 3 clusters Score -2014840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2015203.875000 Penalty: 4814.755859
	Iteration 23Q: 3 clusters Score -2015204 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2015511.750000 Penalty: 4814.755859
	Iteration 24Q: 3 clusters Score -2015512 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2015771.875000 Penalty: 4814.755859
	Iteration 25Q: 3 clusters Score -2015772 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2015944.375000 Penalty: 4814.755859
	Iteration 26Q: 3 clusters Score -2015944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2016084.750000 Penalty: 4814.755859
	Iteration 27Q: 3 clusters Score -2016085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2016179.125000 Penalty: 4814.755859
	Iteration 28Q: 3 clusters Score -2016179 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2016242.250000 Penalty: 4814.755859
	Iteration 29Q: 3 clusters Score -2016242 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2016299.375000 Penalty: 4814.755859
	Iteration 30Q: 3 clusters Score -2016299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2016345.125000 Penalty: 4814.755859
	Iteration 31Q: 3 clusters Score -2016345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2016385.375000 Penalty: 4814.755859
	Iteration 32Q: 3 clusters Score -2016385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2016417.250000 Penalty: 4814.755859
	Iteration 33Q: 3 clusters Score -2016417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2016436.750000 Penalty: 4814.755859
	Iteration 34Q: 3 clusters Score -2016437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2016453.750000 Penalty: 4814.755859
	Iteration 35Q: 3 clusters Score -2016454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2016467.750000 Penalty: 4814.755859
	Iteration 36Q: 3 clusters Score -2016468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2016476.375000 Penalty: 4814.755859
	Iteration 37Q: 3 clusters Score -2016476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2016479.625000 Penalty: 4814.755859
	Iteration 38Q: 3 clusters Score -2016480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2016482.625000 Penalty: 4814.755859
	Iteration 39Q: 3 clusters Score -2016483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2016481.250000 Penalty: 4814.755859
	Iteration 40F: 3 clusters Score -2016481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2016481.625000 Penalty: 4814.755859
	Iteration 41Q: 3 clusters Score -2016482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2016483.375000 Penalty: 4814.755859
	Iteration 42Q: 3 clusters Score -2016483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2016485.500000 Penalty: 4814.755859
	Iteration 43Q: 3 clusters Score -2016486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2016485.500000 Penalty: 4814.755859
	Iteration 44F: 3 clusters Score -2016486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162260 members 
Entering Unmasked Estep 
Score: -19884220.000000 Penalty: 2975.244873
	Iteration 0F: 2 clusters Score -1.988422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -19777604.000000 Penalty: 5950.489746
	Iteration 0F: 3 clusters Score -1.97776e+07 nChanged 77477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -19823418.000000 Penalty: 5950.489746
	Iteration 1F: 3 clusters Score -1.982342e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -19825150.000000 Penalty: 5950.489746
	Iteration 2Q: 3 clusters Score -1.982515e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -19827448.000000 Penalty: 5950.489746
	Iteration 3Q: 3 clusters Score -1.982745e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 84530 members 
Entering Unmasked Estep 
Score: -19830836.000000 Penalty: 5950.489746
	Iteration 4Q: 3 clusters Score -1.983084e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -19835602.000000 Penalty: 5950.489746
	Iteration 5F: 3 clusters Score -1.98356e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -19842384.000000 Penalty: 5950.489746
	Iteration 6F: 3 clusters Score -1.984238e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -19851060.000000 Penalty: 5950.489746
	Iteration 7F: 3 clusters Score -1.985106e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 80056 members 
Entering Unmasked Estep 
Score: -19858350.000000 Penalty: 5950.489746
	Iteration 8F: 3 clusters Score -1.985835e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -19861842.000000 Penalty: 5950.489746
	Iteration 9F: 3 clusters Score -1.986184e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -19863212.000000 Penalty: 5950.489746
	Iteration 10Q: 3 clusters Score -1.986321e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -19863964.000000 Penalty: 5950.489746
	Iteration 11Q: 3 clusters Score -1.986396e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -19864566.000000 Penalty: 5950.489746
	Iteration 12Q: 3 clusters Score -1.986457e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 71764 members 
Entering Unmasked Estep 
Score: -19865438.000000 Penalty: 5950.489746
	Iteration 13Q: 3 clusters Score -1.986544e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -19866052.000000 Penalty: 5950.489746
	Iteration 14Q: 3 clusters Score -1.986605e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94337 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -19866736.000000 Penalty: 5950.489746
	Iteration 15Q: 3 clusters Score -1.986674e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -19867396.000000 Penalty: 5950.489746
	Iteration 16Q: 3 clusters Score -1.98674e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -19868184.000000 Penalty: 5950.489746
	Iteration 17Q: 3 clusters Score -1.986818e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -19869034.000000 Penalty: 5950.489746
	Iteration 18Q: 3 clusters Score -1.986903e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -19869858.000000 Penalty: 5950.489746
	Iteration 19Q: 3 clusters Score -1.986986e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104351 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -19870596.000000 Penalty: 5950.489746
	Iteration 20F: 3 clusters Score -1.98706e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106176 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -19871270.000000 Penalty: 5950.489746
	Iteration 21Q: 3 clusters Score -1.987127e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107904 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -19871930.000000 Penalty: 5950.489746
	Iteration 22Q: 3 clusters Score -1.987193e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -19872620.000000 Penalty: 5950.489746
	Iteration 23Q: 3 clusters Score -1.987262e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111196 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -19873166.000000 Penalty: 5950.489746
	Iteration 24Q: 3 clusters Score -1.987317e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112783 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -19873740.000000 Penalty: 5950.489746
	Iteration 25Q: 3 clusters Score -1.987374e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -19874200.000000 Penalty: 5950.489746
	Iteration 26Q: 3 clusters Score -1.98742e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115825 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -19874610.000000 Penalty: 5950.489746
	Iteration 27Q: 3 clusters Score -1.987461e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117284 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -19875080.000000 Penalty: 5950.489746
	Iteration 28Q: 3 clusters Score -1.987508e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -19875390.000000 Penalty: 5950.489746
	Iteration 29Q: 3 clusters Score -1.987539e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -19875914.000000 Penalty: 5950.489746
	Iteration 30Q: 3 clusters Score -1.987591e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121415 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -19876334.000000 Penalty: 5950.489746
	Iteration 31Q: 3 clusters Score -1.987633e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122755 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -19876638.000000 Penalty: 5950.489746
	Iteration 32Q: 3 clusters Score -1.987664e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124075 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -19877042.000000 Penalty: 5950.489746
	Iteration 33Q: 3 clusters Score -1.987704e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -19877394.000000 Penalty: 5950.489746
	Iteration 34Q: 3 clusters Score -1.987739e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126505 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -19877796.000000 Penalty: 5950.489746
	Iteration 35Q: 3 clusters Score -1.98778e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -19878156.000000 Penalty: 5950.489746
	Iteration 36Q: 3 clusters Score -1.987816e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -19878494.000000 Penalty: 5950.489746
	Iteration 37Q: 3 clusters Score -1.987849e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129847 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -19878906.000000 Penalty: 5950.489746
	Iteration 38Q: 3 clusters Score -1.987891e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -19879236.000000 Penalty: 5950.489746
	Iteration 39Q: 3 clusters Score -1.987924e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -19879556.000000 Penalty: 5950.489746
	Iteration 40F: 3 clusters Score -1.987956e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132889 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -19879800.000000 Penalty: 5950.489746
	Iteration 41Q: 3 clusters Score -1.98798e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -19880106.000000 Penalty: 5950.489746
	Iteration 42Q: 3 clusters Score -1.988011e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134755 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -19880394.000000 Penalty: 5950.489746
	Iteration 43Q: 3 clusters Score -1.988039e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -19880676.000000 Penalty: 5950.489746
	Iteration 44Q: 3 clusters Score -1.988068e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136501 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -19880874.000000 Penalty: 5950.489746
	Iteration 45Q: 3 clusters Score -1.988087e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -19881110.000000 Penalty: 5950.489746
	Iteration 46Q: 3 clusters Score -1.988111e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138175 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -19881304.000000 Penalty: 5950.489746
	Iteration 47Q: 3 clusters Score -1.98813e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138985 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -19881550.000000 Penalty: 5950.489746
	Iteration 48Q: 3 clusters Score -1.988155e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139744 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -19881820.000000 Penalty: 5950.489746
	Iteration 49Q: 3 clusters Score -1.988182e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -19882014.000000 Penalty: 5950.489746
	Iteration 50Q: 3 clusters Score -1.988201e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141204 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -19882152.000000 Penalty: 5950.489746
	Iteration 51Q: 3 clusters Score -1.988215e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141882 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -19882304.000000 Penalty: 5950.489746
	Iteration 52Q: 3 clusters Score -1.98823e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142532 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -19882410.000000 Penalty: 5950.489746
	Iteration 53Q: 3 clusters Score -1.988241e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143102 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -19882636.000000 Penalty: 5950.489746
	Iteration 54Q: 3 clusters Score -1.988264e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -19882870.000000 Penalty: 5950.489746
	Iteration 55Q: 3 clusters Score -1.988287e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144169 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -19883032.000000 Penalty: 5950.489746
	Iteration 56Q: 3 clusters Score -1.988303e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144707 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -19883186.000000 Penalty: 5950.489746
	Iteration 57Q: 3 clusters Score -1.988319e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -19883356.000000 Penalty: 5950.489746
	Iteration 58Q: 3 clusters Score -1.988336e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -19883530.000000 Penalty: 5950.489746
	Iteration 59Q: 3 clusters Score -1.988353e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146332 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -19883672.000000 Penalty: 5950.489746
	Iteration 60F: 3 clusters Score -1.988367e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146869 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -19883764.000000 Penalty: 5950.489746
	Iteration 61Q: 3 clusters Score -1.988376e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -19883938.000000 Penalty: 5950.489746
	Iteration 62Q: 3 clusters Score -1.988394e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -19884056.000000 Penalty: 5950.489746
	Iteration 63Q: 3 clusters Score -1.988406e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -19884124.000000 Penalty: 5950.489746
	Iteration 64Q: 3 clusters Score -1.988412e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -19884222.000000 Penalty: 5950.489746
	Iteration 65Q: 3 clusters Score -1.988422e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -19884360.000000 Penalty: 5950.489746
	Iteration 66Q: 3 clusters Score -1.988436e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -19884372.000000 Penalty: 5950.489746
	Iteration 67Q: 3 clusters Score -1.988437e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -19884452.000000 Penalty: 5950.489746
	Iteration 68Q: 3 clusters Score -1.988445e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -19884604.000000 Penalty: 5950.489746
	Iteration 69Q: 3 clusters Score -1.98846e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151434 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -19884664.000000 Penalty: 5950.489746
	Iteration 70Q: 3 clusters Score -1.988466e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151861 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -19884698.000000 Penalty: 5950.489746
	Iteration 71Q: 3 clusters Score -1.98847e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -19884684.000000 Penalty: 5950.489746
	Iteration 72Q: 3 clusters Score -1.988468e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -19884726.000000 Penalty: 5950.489746
	Iteration 73Q: 3 clusters Score -1.988473e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152884 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -19884714.000000 Penalty: 5950.489746
	Iteration 74Q: 3 clusters Score -1.988471e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153164 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -19884716.000000 Penalty: 5950.489746
	Iteration 75Q: 3 clusters Score -1.988472e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -19884798.000000 Penalty: 5950.489746
	Iteration 76Q: 3 clusters Score -1.98848e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153704 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -19884746.000000 Penalty: 5950.489746
	Iteration 77Q: 3 clusters Score -1.988475e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -19884738.000000 Penalty: 5950.489746
	Iteration 78Q: 3 clusters Score -1.988474e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -19884758.000000 Penalty: 5950.489746
	Iteration 79Q: 3 clusters Score -1.988476e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -19884744.000000 Penalty: 5950.489746
	Iteration 80F: 3 clusters Score -1.988474e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -19884752.000000 Penalty: 5950.489746
	Iteration 81Q: 3 clusters Score -1.988475e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154846 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -19884690.000000 Penalty: 5950.489746
	Iteration 82Q: 3 clusters Score -1.988469e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -19884670.000000 Penalty: 5950.489746
	Iteration 83Q: 3 clusters Score -1.988467e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -19884712.000000 Penalty: 5950.489746
	Iteration 84Q: 3 clusters Score -1.988471e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155360 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -19884690.000000 Penalty: 5950.489746
	Iteration 85Q: 3 clusters Score -1.988469e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -19884664.000000 Penalty: 5950.489746
	Iteration 86Q: 3 clusters Score -1.988466e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155665 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -19884632.000000 Penalty: 5950.489746
	Iteration 87Q: 3 clusters Score -1.988463e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -19884596.000000 Penalty: 5950.489746
	Iteration 88Q: 3 clusters Score -1.98846e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -19884614.000000 Penalty: 5950.489746
	Iteration 89Q: 3 clusters Score -1.988461e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -19884540.000000 Penalty: 5950.489746
	Iteration 90Q: 3 clusters Score -1.988454e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -19884566.000000 Penalty: 5950.489746
	Iteration 91Q: 3 clusters Score -1.988457e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -19884554.000000 Penalty: 5950.489746
	Iteration 92Q: 3 clusters Score -1.988455e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -19884530.000000 Penalty: 5950.489746
	Iteration 93Q: 3 clusters Score -1.988453e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156616 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -19884490.000000 Penalty: 5950.489746
	Iteration 94Q: 3 clusters Score -1.988449e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156711 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -19884458.000000 Penalty: 5950.489746
	Iteration 95Q: 3 clusters Score -1.988446e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156804 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -19884444.000000 Penalty: 5950.489746
	Iteration 96Q: 3 clusters Score -1.988444e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -19884404.000000 Penalty: 5950.489746
	Iteration 97Q: 3 clusters Score -1.98844e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156964 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -19884404.000000 Penalty: 5950.489746
	Iteration 98Q: 3 clusters Score -1.98844e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -19884388.000000 Penalty: 5950.489746
	Iteration 99Q: 3 clusters Score -1.988439e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157133 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -19884404.000000 Penalty: 5950.489746
	Iteration 100F: 3 clusters Score -1.98844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -19884348.000000 Penalty: 5950.489746
	Iteration 101Q: 3 clusters Score -1.988435e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -19884320.000000 Penalty: 5950.489746
	Iteration 102Q: 3 clusters Score -1.988432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157338 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -19884306.000000 Penalty: 5950.489746
	Iteration 103Q: 3 clusters Score -1.988431e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157401 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -19884288.000000 Penalty: 5950.489746
	Iteration 104Q: 3 clusters Score -1.988429e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -19884250.000000 Penalty: 5950.489746
	Iteration 105Q: 3 clusters Score -1.988425e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -19884226.000000 Penalty: 5950.489746
	Iteration 106Q: 3 clusters Score -1.988423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157560 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 5950.489746
	Iteration 107Q: 3 clusters Score -1.988421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157595 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 5950.489746
	Iteration 108Q: 3 clusters Score -1.988421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -19884194.000000 Penalty: 5950.489746
	Iteration 109Q: 3 clusters Score -1.988419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -19884184.000000 Penalty: 5950.489746
	Iteration 110Q: 3 clusters Score -1.988418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -19884182.000000 Penalty: 5950.489746
	Iteration 111Q: 3 clusters Score -1.988418e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -19884176.000000 Penalty: 5950.489746
	Iteration 112Q: 3 clusters Score -1.988418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -19884176.000000 Penalty: 5950.489746
	Iteration 113Q: 3 clusters Score -1.988418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157782 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -19884184.000000 Penalty: 5950.489746
	Iteration 114Q: 3 clusters Score -1.988418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -19884186.000000 Penalty: 5950.489746
	Iteration 115Q: 3 clusters Score -1.988419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -19884192.000000 Penalty: 5950.489746
	Iteration 116Q: 3 clusters Score -1.988419e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19884190.000000 Penalty: 5950.489746
	Iteration 117Q: 3 clusters Score -1.988419e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157891 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -19884178.000000 Penalty: 5950.489746
	Iteration 118Q: 3 clusters Score -1.988418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -19884156.000000 Penalty: 5950.489746
	Iteration 119Q: 3 clusters Score -1.988416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157934 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -19884152.000000 Penalty: 5950.489746
	Iteration 120F: 3 clusters Score -1.988415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -19884166.000000 Penalty: 5950.489746
	Iteration 121Q: 3 clusters Score -1.988417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157978 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -19884146.000000 Penalty: 5950.489746
	Iteration 122Q: 3 clusters Score -1.988415e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -19884126.000000 Penalty: 5950.489746
	Iteration 123Q: 3 clusters Score -1.988413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -19884128.000000 Penalty: 5950.489746
	Iteration 124Q: 3 clusters Score -1.988413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158030 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -19884128.000000 Penalty: 5950.489746
	Iteration 125Q: 3 clusters Score -1.988413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158036 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -19884136.000000 Penalty: 5950.489746
	Iteration 126Q: 3 clusters Score -1.988414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -19884128.000000 Penalty: 5950.489746
	Iteration 127Q: 3 clusters Score -1.988413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -19884134.000000 Penalty: 5950.489746
	Iteration 128Q: 3 clusters Score -1.988413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -19884112.000000 Penalty: 5950.489746
	Iteration 129Q: 3 clusters Score -1.988411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -19884130.000000 Penalty: 5950.489746
	Iteration 130Q: 3 clusters Score -1.988413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -19884134.000000 Penalty: 5950.489746
	Iteration 131Q: 3 clusters Score -1.988413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -19884134.000000 Penalty: 5950.489746
	Iteration 132Q: 3 clusters Score -1.988413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158080 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -19884134.000000 Penalty: 5950.489746
	Iteration 133Q: 3 clusters Score -1.988413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -19884142.000000 Penalty: 5950.489746
	Iteration 134Q: 3 clusters Score -1.988414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158087 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -19884142.000000 Penalty: 5950.489746
	Iteration 135Q: 3 clusters Score -1.988414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -19884126.000000 Penalty: 5950.489746
	Iteration 136Q: 3 clusters Score -1.988413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -19884132.000000 Penalty: 5950.489746
	Iteration 137Q: 3 clusters Score -1.988413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -19884130.000000 Penalty: 5950.489746
	Iteration 138Q: 3 clusters Score -1.988413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158093 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -19884148.000000 Penalty: 5950.489746
	Iteration 139Q: 3 clusters Score -1.988415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158094 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -19884134.000000 Penalty: 5950.489746
	Iteration 140F: 3 clusters Score -1.988413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -19884144.000000 Penalty: 5950.489746
	Iteration 141Q: 3 clusters Score -1.988414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -19884144.000000 Penalty: 5950.489746
	Iteration 142F: 3 clusters Score -1.988414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127348.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125342.929688 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125342.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125635.039062 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125688.093750 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125711.750000 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125711.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125723.921875 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125729.617188 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125738.421875 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125749.320312 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125749.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125759.382812 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125763.562500 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125768.164062 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -125768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -125774.968750 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -125775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125782.156250 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -125782.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125787.929688 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -125787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125789.671875 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -125789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125792.179688 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -125792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125792.179688 Penalty: 3482.900391
	Iteration 16F: 3 clusters Score -125792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Entering Unmasked Estep 
Score: -1626003.125000 Penalty: 2352.189209
	Iteration 0F: 2 clusters Score -1626003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1616320.750000 Penalty: 4704.378418
	Iteration 0F: 3 clusters Score -1616321 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1619241.375000 Penalty: 4704.378418
	Iteration 1F: 3 clusters Score -1619241 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1619513.500000 Penalty: 4704.378418
	Iteration 2F: 3 clusters Score -1619514 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1619733.500000 Penalty: 4704.378418
	Iteration 3Q: 3 clusters Score -1619734 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1619901.375000 Penalty: 4704.378418
	Iteration 4Q: 3 clusters Score -1619901 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1620057.625000 Penalty: 4704.378418
	Iteration 5Q: 3 clusters Score -1620058 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1620207.375000 Penalty: 4704.378418
	Iteration 6Q: 3 clusters Score -1620207 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1620381.375000 Penalty: 4704.378418
	Iteration 7Q: 3 clusters Score -1620381 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1620591.125000 Penalty: 4704.378418
	Iteration 8Q: 3 clusters Score -1620591 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1620875.500000 Penalty: 4704.378418
	Iteration 9Q: 3 clusters Score -1620876 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1621268.125000 Penalty: 4704.378418
	Iteration 10Q: 3 clusters Score -1621268 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1621808.500000 Penalty: 4704.378418
	Iteration 11F: 3 clusters Score -1621808 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1622419.750000 Penalty: 4704.378418
	Iteration 12F: 3 clusters Score -1622420 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1622927.750000 Penalty: 4704.378418
	Iteration 13Q: 3 clusters Score -1622928 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1623281.125000 Penalty: 4704.378418
	Iteration 14Q: 3 clusters Score -1623281 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1623512.000000 Penalty: 4704.378418
	Iteration 15Q: 3 clusters Score -1623512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1623674.500000 Penalty: 4704.378418
	Iteration 16Q: 3 clusters Score -1623674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1623744.500000 Penalty: 4704.378418
	Iteration 17Q: 3 clusters Score -1623744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1623789.250000 Penalty: 4704.378418
	Iteration 18Q: 3 clusters Score -1623789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1623827.625000 Penalty: 4704.378418
	Iteration 19Q: 3 clusters Score -1623828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1623858.875000 Penalty: 4704.378418
	Iteration 20F: 3 clusters Score -1623859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1623876.125000 Penalty: 4704.378418
	Iteration 21Q: 3 clusters Score -1623876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1623893.750000 Penalty: 4704.378418
	Iteration 22Q: 3 clusters Score -1623894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1623905.750000 Penalty: 4704.378418
	Iteration 23Q: 3 clusters Score -1623906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1623913.125000 Penalty: 4704.378418
	Iteration 24Q: 3 clusters Score -1623913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1623916.000000 Penalty: 4704.378418
	Iteration 25Q: 3 clusters Score -1623916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1623916.000000 Penalty: 4704.378418
	Iteration 26F: 3 clusters Score -1623916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171547 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194251 members 
Mstep: Class 13 contains 66877 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90055 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 399Q: 26 clusters Score -1.946803e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 75708 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185396 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171548 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142216 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194255 members 
Mstep: Class 13 contains 66880 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 400F: 26 clusters Score -1.946803e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 75708 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171549 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194255 members 
Mstep: Class 13 contains 66882 members 
Mstep: Class 14 contains 166014 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16433 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 401Q: 26 clusters Score -1.946803e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 75710 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185396 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171551 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194253 members 
Mstep: Class 13 contains 66883 members 
Mstep: Class 14 contains 166013 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28396 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 402Q: 26 clusters Score -1.946803e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171550 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194256 members 
Mstep: Class 13 contains 66884 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90055 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16433 members 
Mstep: Class 23 contains 162262 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 403Q: 26 clusters Score -1.946803e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185396 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171550 members 
Mstep: Class 7 contains 55096 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194260 members 
Mstep: Class 13 contains 66885 members 
Mstep: Class 14 contains 166006 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 90055 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16434 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 404Q: 26 clusters Score -1.946804e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171550 members 
Mstep: Class 7 contains 55098 members 
Mstep: Class 8 contains 142217 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194260 members 
Mstep: Class 13 contains 66887 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170885 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4957 members 
Mstep: Class 20 contains 90055 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 405Q: 26 clusters Score -1.946804e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75713 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171550 members 
Mstep: Class 7 contains 55099 members 
Mstep: Class 8 contains 142218 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194258 members 
Mstep: Class 13 contains 66891 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170885 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 162263 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 406Q: 26 clusters Score -1.946803e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171550 members 
Mstep: Class 7 contains 55099 members 
Mstep: Class 8 contains 142218 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194261 members 
Mstep: Class 13 contains 66894 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170884 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4958 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16429 members 
Mstep: Class 23 contains 162263 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 407Q: 26 clusters Score -1.946803e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142220 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194267 members 
Mstep: Class 13 contains 66896 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170885 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90055 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16430 members 
Mstep: Class 23 contains 162262 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680496.000000 Penalty: 88616.031250
Iteration 408Q: 26 clusters Score -1.946805e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142221 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194267 members 
Mstep: Class 13 contains 66897 members 
Mstep: Class 14 contains 166003 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 162263 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680416.000000 Penalty: 88616.031250
Iteration 409Q: 26 clusters Score -1.946804e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171541 members 
Mstep: Class 7 contains 55099 members 
Mstep: Class 8 contains 142223 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194267 members 
Mstep: Class 13 contains 66902 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90056 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16429 members 
Mstep: Class 23 contains 162265 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680384.000000 Penalty: 88616.031250
Iteration 410Q: 26 clusters Score -1.946804e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171541 members 
Mstep: Class 7 contains 55099 members 
Mstep: Class 8 contains 142224 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194271 members 
Mstep: Class 13 contains 66904 members 
Mstep: Class 14 contains 166000 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90057 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 162265 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680352.000000 Penalty: 88616.031250
Iteration 411Q: 26 clusters Score -1.946804e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185396 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171542 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142224 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194273 members 
Mstep: Class 13 contains 66903 members 
Mstep: Class 14 contains 166001 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90058 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16428 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 412Q: 26 clusters Score -1.946803e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171542 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142224 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194275 members 
Mstep: Class 13 contains 66906 members 
Mstep: Class 14 contains 166001 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16426 members 
Mstep: Class 23 contains 162263 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680240.000000 Penalty: 88616.031250
Iteration 413Q: 26 clusters Score -1.946802e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171542 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142224 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194277 members 
Mstep: Class 13 contains 66907 members 
Mstep: Class 14 contains 166000 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170892 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 414Q: 26 clusters Score -1.946803e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171542 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142225 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194283 members 
Mstep: Class 13 contains 66909 members 
Mstep: Class 14 contains 166000 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170891 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 415Q: 26 clusters Score -1.946803e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142226 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194284 members 
Mstep: Class 13 contains 66913 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 416Q: 26 clusters Score -1.946804e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142227 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194287 members 
Mstep: Class 13 contains 66917 members 
Mstep: Class 14 contains 165998 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 162263 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680240.000000 Penalty: 88616.031250
Iteration 417Q: 26 clusters Score -1.946802e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194288 members 
Mstep: Class 13 contains 66921 members 
Mstep: Class 14 contains 165998 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90061 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680224.000000 Penalty: 88616.031250
Iteration 418Q: 26 clusters Score -1.946802e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75717 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194290 members 
Mstep: Class 13 contains 66922 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680288.000000 Penalty: 88616.031250
Iteration 419Q: 26 clusters Score -1.946803e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171544 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194289 members 
Mstep: Class 13 contains 66922 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680288.000000 Penalty: 88616.031250
Iteration 420F: 26 clusters Score -1.946803e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75719 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185393 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171544 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194290 members 
Mstep: Class 13 contains 66922 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16420 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 421Q: 26 clusters Score -1.946803e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75719 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171544 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194289 members 
Mstep: Class 13 contains 66922 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16420 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680384.000000 Penalty: 88616.031250
Iteration 422Q: 26 clusters Score -1.946804e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75720 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185393 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171545 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194287 members 
Mstep: Class 13 contains 66923 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170888 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680352.000000 Penalty: 88616.031250
Iteration 423Q: 26 clusters Score -1.946804e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 75720 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185393 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66923 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680384.000000 Penalty: 88616.031250
Iteration 424Q: 26 clusters Score -1.946804e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171545 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66924 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170893 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 162259 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680384.000000 Penalty: 88616.031250
Iteration 425Q: 26 clusters Score -1.946804e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171544 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142229 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194286 members 
Mstep: Class 13 contains 66926 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162257 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680352.000000 Penalty: 88616.031250
Iteration 426Q: 26 clusters Score -1.946804e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171542 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142229 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194286 members 
Mstep: Class 13 contains 66926 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170898 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16420 members 
Mstep: Class 23 contains 162259 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 427Q: 26 clusters Score -1.946804e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171541 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142229 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66927 members 
Mstep: Class 14 contains 166000 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28396 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 428Q: 26 clusters Score -1.946803e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185391 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171539 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142229 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66925 members 
Mstep: Class 14 contains 166001 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16426 members 
Mstep: Class 23 contains 162262 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 429Q: 26 clusters Score -1.946804e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185390 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171537 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142229 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194286 members 
Mstep: Class 13 contains 66929 members 
Mstep: Class 14 contains 166002 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170896 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16426 members 
Mstep: Class 23 contains 162265 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680384.000000 Penalty: 88616.031250
Iteration 430Q: 26 clusters Score -1.946804e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75721 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185390 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171536 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142231 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194289 members 
Mstep: Class 13 contains 66929 members 
Mstep: Class 14 contains 166003 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170896 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16426 members 
Mstep: Class 23 contains 162264 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 431Q: 26 clusters Score -1.946803e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75722 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185390 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171537 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142231 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194292 members 
Mstep: Class 13 contains 66930 members 
Mstep: Class 14 contains 166003 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170898 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 162262 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680256.000000 Penalty: 88616.031250
Iteration 432Q: 26 clusters Score -1.946803e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185390 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171536 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142232 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194293 members 
Mstep: Class 13 contains 66933 members 
Mstep: Class 14 contains 166004 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 433Q: 26 clusters Score -1.946804e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185389 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171536 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142231 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194296 members 
Mstep: Class 13 contains 66935 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170898 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90059 members 
Mstep: Class 21 contains 28397 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 162262 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680256.000000 Penalty: 88616.031250
Iteration 434Q: 26 clusters Score -1.946803e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185389 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171536 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194295 members 
Mstep: Class 13 contains 66935 members 
Mstep: Class 14 contains 166006 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170899 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90060 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680272.000000 Penalty: 88616.031250
Iteration 435Q: 26 clusters Score -1.946803e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75725 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185391 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171536 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194297 members 
Mstep: Class 13 contains 66936 members 
Mstep: Class 14 contains 166006 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170898 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90061 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 162260 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680352.000000 Penalty: 88616.031250
Iteration 436Q: 26 clusters Score -1.946804e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185391 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171541 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194295 members 
Mstep: Class 13 contains 66939 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170898 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90061 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 162261 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 437Q: 26 clusters Score -1.946803e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 75723 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171540 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142230 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194295 members 
Mstep: Class 13 contains 66944 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170897 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90063 members 
Mstep: Class 21 contains 28398 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162259 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 438Q: 26 clusters Score -1.946804e+08 nChanged 15
Entering ConstructFrom: 
Score: -194680368.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (35792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Entering Unmasked Estep 
Score: -4405451.500000 Penalty: 2600.398926
	Iteration 0F: 2 clusters Score -4405452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4381177.000000 Penalty: 5200.797852
	Iteration 0F: 3 clusters Score -4381177 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4390006.500000 Penalty: 5200.797852
	Iteration 1F: 3 clusters Score -4390006 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4390561.500000 Penalty: 5200.797852
	Iteration 2Q: 3 clusters Score -4390562 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4391071.500000 Penalty: 5200.797852
	Iteration 3Q: 3 clusters Score -4391072 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4391746.500000 Penalty: 5200.797852
	Iteration 4Q: 3 clusters Score -4391746 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4392587.000000 Penalty: 5200.797852
	Iteration 5Q: 3 clusters Score -4392587 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4393841.500000 Penalty: 5200.797852
	Iteration 6F: 3 clusters Score -4393842 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -4395705.500000 Penalty: 5200.797852
	Iteration 7F: 3 clusters Score -4395706 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4398088.000000 Penalty: 5200.797852
	Iteration 8F: 3 clusters Score -4398088 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4400244.000000 Penalty: 5200.797852
	Iteration 9F: 3 clusters Score -4400244 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4401724.000000 Penalty: 5200.797852
	Iteration 10Q: 3 clusters Score -4401724 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4402549.000000 Penalty: 5200.797852
	Iteration 11Q: 3 clusters Score -4402549 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4402934.000000 Penalty: 5200.797852
	Iteration 12Q: 3 clusters Score -4402934 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4403157.000000 Penalty: 5200.797852
	Iteration 13Q: 3 clusters Score -4403157 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4403295.000000 Penalty: 5200.797852
	Iteration 14Q: 3 clusters Score -4403295 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4403390.500000 Penalty: 5200.797852
	Iteration 15Q: 3 clusters Score -4403390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4403444.000000 Penalty: 5200.797852
	Iteration 16Q: 3 clusters Score -4403444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4403479.500000 Penalty: 5200.797852
	Iteration 17Q: 3 clusters Score -4403480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4403513.500000 Penalty: 5200.797852
	Iteration 18Q: 3 clusters Score -4403514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4403531.000000 Penalty: 5200.797852
	Iteration 19Q: 3 clusters Score -4403531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4403549.500000 Penalty: 5200.797852
	Iteration 20F: 3 clusters Score -4403550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4403574.000000 Penalty: 5200.797852
	Iteration 21Q: 3 clusters Score -4403574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4403592.500000 Penalty: 5200.797852
	Iteration 22Q: 3 clusters Score -4403592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4403604.000000 Penalty: 5200.797852
	Iteration 23Q: 3 clusters Score -4403604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4403605.500000 Penalty: 5200.797852
	Iteration 24Q: 3 clusters Score -4403606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4403619.500000 Penalty: 5200.797852
	Iteration 25Q: 3 clusters Score -4403620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4403622.500000 Penalty: 5200.797852
	Iteration 26Q: 3 clusters Score -4403622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4403630.500000 Penalty: 5200.797852
	Iteration 27Q: 3 clusters Score -4403630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4403632.000000 Penalty: 5200.797852
	Iteration 28Q: 3 clusters Score -4403632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4403633.000000 Penalty: 5200.797852
	Iteration 29Q: 3 clusters Score -4403633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4403633.500000 Penalty: 5200.797852
	Iteration 30Q: 3 clusters Score -4403634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4403636.500000 Penalty: 5200.797852
	Iteration 31Q: 3 clusters Score -4403636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4403648.500000 Penalty: 5200.797852
	Iteration 32Q: 3 clusters Score -4403648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4403645.500000 Penalty: 5200.797852
	Iteration 33Q: 3 clusters Score -4403646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4403655.500000 Penalty: 5200.797852
	Iteration 34Q: 3 clusters Score -4403656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4403658.500000 Penalty: 5200.797852
	Iteration 35Q: 3 clusters Score -4403658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4403661.000000 Penalty: 5200.797852
	Iteration 36Q: 3 clusters Score -4403661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4403664.000000 Penalty: 5200.797852
	Iteration 37Q: 3 clusters Score -4403664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4403667.500000 Penalty: 5200.797852
	Iteration 38Q: 3 clusters Score -4403668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4403669.500000 Penalty: 5200.797852
	Iteration 39Q: 3 clusters Score -4403670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4403674.500000 Penalty: 5200.797852
	Iteration 40F: 3 clusters Score -4403674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4403682.500000 Penalty: 5200.797852
	Iteration 41Q: 3 clusters Score -4403682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4403687.500000 Penalty: 5200.797852
	Iteration 42Q: 3 clusters Score -4403688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4403686.500000 Penalty: 5200.797852
	Iteration 43Q: 3 clusters Score -4403686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4403686.500000 Penalty: 5200.797852
	Iteration 44Q: 3 clusters Score -4403686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4403683.500000 Penalty: 5200.797852
	Iteration 45Q: 3 clusters Score -4403684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4403682.000000 Penalty: 5200.797852
	Iteration 46Q: 3 clusters Score -4403682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4403680.500000 Penalty: 5200.797852
	Iteration 47Q: 3 clusters Score -4403680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4403682.500000 Penalty: 5200.797852
	Iteration 48Q: 3 clusters Score -4403682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4403682.500000 Penalty: 5200.797852
	Iteration 49F: 3 clusters Score -4403682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Entering Unmasked Estep 
Score: -9400841.000000 Penalty: 2786.242920
	Iteration 0F: 2 clusters Score -9400841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -9350113.000000 Penalty: 5572.485840
	Iteration 0F: 3 clusters Score -9350113 nChanged 35440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -9370071.000000 Penalty: 5572.485840
	Iteration 1F: 3 clusters Score -9370071 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -9370616.000000 Penalty: 5572.485840
	Iteration 2Q: 3 clusters Score -9370616 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -9371129.000000 Penalty: 5572.485840
	Iteration 3Q: 3 clusters Score -9371129 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -9371722.000000 Penalty: 5572.485840
	Iteration 4Q: 3 clusters Score -9371722 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -9372313.000000 Penalty: 5572.485840
	Iteration 5Q: 3 clusters Score -9372313 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -9373100.000000 Penalty: 5572.485840
	Iteration 6Q: 3 clusters Score -9373100 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -9374045.000000 Penalty: 5572.485840
	Iteration 7Q: 3 clusters Score -9374045 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -9375506.000000 Penalty: 5572.485840
	Iteration 8Q: 3 clusters Score -9375506 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9377564.000000 Penalty: 5572.485840
	Iteration 9Q: 3 clusters Score -9377564 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -9380650.000000 Penalty: 5572.485840
	Iteration 10F: 3 clusters Score -9380650 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -9384413.000000 Penalty: 5572.485840
	Iteration 11F: 3 clusters Score -9384413 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -9388524.000000 Penalty: 5572.485840
	Iteration 12F: 3 clusters Score -9388524 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -9392187.000000 Penalty: 5572.485840
	Iteration 13F: 3 clusters Score -9392187 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -9394813.000000 Penalty: 5572.485840
	Iteration 14Q: 3 clusters Score -9394813 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9396357.000000 Penalty: 5572.485840
	Iteration 15Q: 3 clusters Score -9396357 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -9397218.000000 Penalty: 5572.485840
	Iteration 16Q: 3 clusters Score -9397218 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9397622.000000 Penalty: 5572.485840
	Iteration 17Q: 3 clusters Score -9397622 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9397897.000000 Penalty: 5572.485840
	Iteration 18Q: 3 clusters Score -9397897 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9398054.000000 Penalty: 5572.485840
	Iteration 19Q: 3 clusters Score -9398054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9398174.000000 Penalty: 5572.485840
	Iteration 20F: 3 clusters Score -9398174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9398222.000000 Penalty: 5572.485840
	Iteration 21Q: 3 clusters Score -9398222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9398251.000000 Penalty: 5572.485840
	Iteration 22Q: 3 clusters Score -9398251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9398274.000000 Penalty: 5572.485840
	Iteration 23Q: 3 clusters Score -9398274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9398307.000000 Penalty: 5572.485840
	Iteration 24Q: 3 clusters Score -9398307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9398318.000000 Penalty: 5572.485840
	Iteration 25Q: 3 clusters Score -9398318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9398346.000000 Penalty: 5572.485840
	Iteration 26Q: 3 clusters Score -9398346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75245 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9398353.000000 Penalty: 5572.485840
	Iteration 27Q: 3 clusters Score -9398353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75254 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9398366.000000 Penalty: 5572.485840
	Iteration 28Q: 3 clusters Score -9398366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9398377.000000 Penalty: 5572.485840
	Iteration 29Q: 3 clusters Score -9398377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9398373.000000 Penalty: 5572.485840
	Iteration 30Q: 3 clusters Score -9398373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9398376.000000 Penalty: 5572.485840
	Iteration 31Q: 3 clusters Score -9398376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9398376.000000 Penalty: 5572.485840
	Iteration 32F: 3 clusters Score -9398376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -456542.593750 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -456542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -452808.562500 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -452808.6 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -453642.593750 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -453642.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -453853.656250 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -453853.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -453997.937500 Penalty: 4086.576416
	Iteration 3F: 3 clusters Score -453997.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -454118.031250 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -454118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -454217.250000 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -454217.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -454318.812500 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -454318.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -454399.437500 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -454399.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -454460.000000 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -454460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -454511.687500 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -454511.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -454561.531250 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -454561.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -454604.281250 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -454604.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -454640.562500 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -454640.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -454673.093750 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -454673.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -454700.218750 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -454700.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -454717.531250 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -454717.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -454738.656250 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -454738.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -454755.656250 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -454755.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -454776.937500 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -454776.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -454788.000000 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -454788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -454795.343750 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -454795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -454803.343750 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -454803.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -454812.281250 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -454812.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -454821.625000 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -454821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -454826.406250 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -454826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -454833.812500 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -454833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -454837.843750 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -454837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -454842.031250 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -454842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -454848.406250 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -454848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -454853.562500 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -454853.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -454857.406250 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -454857.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -454860.093750 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -454860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -454861.218750 Penalty: 4086.576416
	Iteration 32Q: 3 clusters Score -454861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -454861.906250 Penalty: 4086.576416
	Iteration 33Q: 3 clusters Score -454861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -454861.906250 Penalty: 4086.576416
	Iteration 34F: 3 clusters Score -454861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Entering Unmasked Estep 
Score: -22939870.000000 Penalty: 3008.296631
	Iteration 0F: 2 clusters Score -2.293987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -22828546.000000 Penalty: 6016.593262
	Iteration 0F: 3 clusters Score -2.282855e+07 nChanged 88882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -22882922.000000 Penalty: 6016.593262
	Iteration 1F: 3 clusters Score -2.288292e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -22886134.000000 Penalty: 6016.593262
	Iteration 2Q: 3 clusters Score -2.288613e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 110174 members 
Entering Unmasked Estep 
Score: -22891590.000000 Penalty: 6016.593262
	Iteration 3F: 3 clusters Score -2.289159e+07 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 118285 members 
Entering Unmasked Estep 
Score: -22899226.000000 Penalty: 6016.593262
	Iteration 4F: 3 clusters Score -2.289923e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 127480 members 
Entering Unmasked Estep 
Score: -22908932.000000 Penalty: 6016.593262
	Iteration 5F: 3 clusters Score -2.290893e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -22919238.000000 Penalty: 6016.593262
	Iteration 6F: 3 clusters Score -2.291924e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -22928192.000000 Penalty: 6016.593262
	Iteration 7F: 3 clusters Score -2.292819e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 147108 members 
Entering Unmasked Estep 
Score: -22933506.000000 Penalty: 6016.593262
	Iteration 8Q: 3 clusters Score -2.293351e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 150594 members 
Entering Unmasked Estep 
Score: -22936028.000000 Penalty: 6016.593262
	Iteration 9Q: 3 clusters Score -2.293603e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 154011 members 
Entering Unmasked Estep 
Score: -22937730.000000 Penalty: 6016.593262
	Iteration 10Q: 3 clusters Score -2.293773e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -22938570.000000 Penalty: 6016.593262
	Iteration 11Q: 3 clusters Score -2.293857e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -22939330.000000 Penalty: 6016.593262
	Iteration 12Q: 3 clusters Score -2.293933e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -22939788.000000 Penalty: 6016.593262
	Iteration 13Q: 3 clusters Score -2.293979e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 167964 members 
Entering Unmasked Estep 
Score: -22939936.000000 Penalty: 6016.593262
	Iteration 14Q: 3 clusters Score -2.293994e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 170677 members 
Entering Unmasked Estep 
Score: -22939752.000000 Penalty: 6016.593262
	Iteration 15Q: 3 clusters Score -2.293975e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 173019 members 
Entering Unmasked Estep 
Score: -22939690.000000 Penalty: 6016.593262
	Iteration 16Q: 3 clusters Score -2.293969e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 174980 members 
Entering Unmasked Estep 
Score: -22939656.000000 Penalty: 6016.593262
	Iteration 17Q: 3 clusters Score -2.293966e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 176565 members 
Entering Unmasked Estep 
Score: -22939516.000000 Penalty: 6016.593262
	Iteration 18Q: 3 clusters Score -2.293952e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -22939408.000000 Penalty: 6016.593262
	Iteration 19Q: 3 clusters Score -2.293941e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 178900 members 
Entering Unmasked Estep 
Score: -22939262.000000 Penalty: 6016.593262
	Iteration 20F: 3 clusters Score -2.293926e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 179756 members 
Entering Unmasked Estep 
Score: -22939108.000000 Penalty: 6016.593262
	Iteration 21Q: 3 clusters Score -2.293911e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 180418 members 
Entering Unmasked Estep 
Score: -22938956.000000 Penalty: 6016.593262
	Iteration 22Q: 3 clusters Score -2.293896e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 180957 members 
Entering Unmasked Estep 
Score: -22938964.000000 Penalty: 6016.593262
	Iteration 23Q: 3 clusters Score -2.293896e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 181400 members 
Entering Unmasked Estep 
Score: -22938772.000000 Penalty: 6016.593262
	Iteration 24Q: 3 clusters Score -2.293877e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -22938718.000000 Penalty: 6016.593262
	Iteration 25Q: 3 clusters Score -2.293872e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 182094 members 
Entering Unmasked Estep 
Score: -22938626.000000 Penalty: 6016.593262
	Iteration 26Q: 3 clusters Score -2.293863e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 182363 members 
Entering Unmasked Estep 
Score: -22938616.000000 Penalty: 6016.593262
	Iteration 27Q: 3 clusters Score -2.293862e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 182602 members 
Entering Unmasked Estep 
Score: -22938562.000000 Penalty: 6016.593262
	Iteration 28Q: 3 clusters Score -2.293856e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 182820 members 
Entering Unmasked Estep 
Score: -22938464.000000 Penalty: 6016.593262
	Iteration 29Q: 3 clusters Score -2.293846e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -22938464.000000 Penalty: 6016.593262
	Iteration 30Q: 3 clusters Score -2.293846e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 183138 members 
Entering Unmasked Estep 
Score: -22938396.000000 Penalty: 6016.593262
	Iteration 31Q: 3 clusters Score -2.29384e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 183249 members 
Entering Unmasked Estep 
Score: -22938352.000000 Penalty: 6016.593262
	Iteration 32Q: 3 clusters Score -2.293835e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -22938310.000000 Penalty: 6016.593262
	Iteration 33Q: 3 clusters Score -2.293831e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 183419 members 
Entering Unmasked Estep 
Score: -22938324.000000 Penalty: 6016.593262
	Iteration 34Q: 3 clusters Score -2.293832e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 183489 members 
Entering Unmasked Estep 
Score: -22938312.000000 Penalty: 6016.593262
	Iteration 35Q: 3 clusters Score -2.293831e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 183559 members 
Entering Unmasked Estep 
Score: -22938302.000000 Penalty: 6016.593262
	Iteration 36Q: 3 clusters Score -2.29383e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -22938264.000000 Penalty: 6016.593262
	Iteration 37Q: 3 clusters Score -2.293826e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 183673 members 
Entering Unmasked Estep 
Score: -22938280.000000 Penalty: 6016.593262
	Iteration 38Q: 3 clusters Score -2.293828e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 183721 members 
Entering Unmasked Estep 
Score: -22938284.000000 Penalty: 6016.593262
	Iteration 39Q: 3 clusters Score -2.293828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 183756 members 
Entering Unmasked Estep 
Score: -22938308.000000 Penalty: 6016.593262
	Iteration 40F: 3 clusters Score -2.293831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 183794 members 
Entering Unmasked Estep 
Score: -22938278.000000 Penalty: 6016.593262
	Iteration 41Q: 3 clusters Score -2.293828e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -22938282.000000 Penalty: 6016.593262
	Iteration 42Q: 3 clusters Score -2.293828e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -22938294.000000 Penalty: 6016.593262
	Iteration 43Q: 3 clusters Score -2.293829e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 183920 members 
Entering Unmasked Estep 
Score: -22938278.000000 Penalty: 6016.593262
	Iteration 44Q: 3 clusters Score -2.293828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 183961 members 
Entering Unmasked Estep 
Score: -22938302.000000 Penalty: 6016.593262
	Iteration 45Q: 3 clusters Score -2.29383e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -22938282.000000 Penalty: 6016.593262
	Iteration 46Q: 3 clusters Score -2.293828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 184011 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 47Q: 3 clusters Score -2.293826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 184034 members 
Entering Unmasked Estep 
Score: -22938240.000000 Penalty: 6016.593262
	Iteration 48Q: 3 clusters Score -2.293824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 184048 members 
Entering Unmasked Estep 
Score: -22938234.000000 Penalty: 6016.593262
	Iteration 49Q: 3 clusters Score -2.293823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 184056 members 
Entering Unmasked Estep 
Score: -22938224.000000 Penalty: 6016.593262
	Iteration 50Q: 3 clusters Score -2.293822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 184059 members 
Entering Unmasked Estep 
Score: -22938236.000000 Penalty: 6016.593262
	Iteration 51Q: 3 clusters Score -2.293824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 184065 members 
Entering Unmasked Estep 
Score: -22938236.000000 Penalty: 6016.593262
	Iteration 52Q: 3 clusters Score -2.293824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 184068 members 
Entering Unmasked Estep 
Score: -22938256.000000 Penalty: 6016.593262
	Iteration 53Q: 3 clusters Score -2.293826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 184075 members 
Entering Unmasked Estep 
Score: -22938256.000000 Penalty: 6016.593262
	Iteration 54Q: 3 clusters Score -2.293826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 184081 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 55Q: 3 clusters Score -2.293826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 184085 members 
Entering Unmasked Estep 
Score: -22938272.000000 Penalty: 6016.593262
	Iteration 56Q: 3 clusters Score -2.293827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 184087 members 
Entering Unmasked Estep 
Score: -22938282.000000 Penalty: 6016.593262
	Iteration 57Q: 3 clusters Score -2.293828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 184088 members 
Entering Unmasked Estep 
Score: -22938272.000000 Penalty: 6016.593262
	Iteration 58Q: 3 clusters Score -2.293827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 184093 members 
Entering Unmasked Estep 
Score: -22938258.000000 Penalty: 6016.593262
	Iteration 59Q: 3 clusters Score -2.293826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 184101 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 60F: 3 clusters Score -2.293826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 184104 members 
Entering Unmasked Estep 
Score: -22938250.000000 Penalty: 6016.593262
	Iteration 61Q: 3 clusters Score -2.293825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 184110 members 
Entering Unmasked Estep 
Score: -22938244.000000 Penalty: 6016.593262
	Iteration 62Q: 3 clusters Score -2.293824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 184113 members 
Entering Unmasked Estep 
Score: -22938242.000000 Penalty: 6016.593262
	Iteration 63Q: 3 clusters Score -2.293824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -22938256.000000 Penalty: 6016.593262
	Iteration 64Q: 3 clusters Score -2.293826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 184117 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 65Q: 3 clusters Score -2.293826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -22938272.000000 Penalty: 6016.593262
	Iteration 66Q: 3 clusters Score -2.293827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 184130 members 
Entering Unmasked Estep 
Score: -22938264.000000 Penalty: 6016.593262
	Iteration 67Q: 3 clusters Score -2.293826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 184130 members 
Entering Unmasked Estep 
Score: -22938248.000000 Penalty: 6016.593262
	Iteration 68Q: 3 clusters Score -2.293825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 184136 members 
Entering Unmasked Estep 
Score: -22938248.000000 Penalty: 6016.593262
	Iteration 69Q: 3 clusters Score -2.293825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 184139 members 
Entering Unmasked Estep 
Score: -22938272.000000 Penalty: 6016.593262
	Iteration 70Q: 3 clusters Score -2.293827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 184143 members 
Entering Unmasked Estep 
Score: -22938260.000000 Penalty: 6016.593262
	Iteration 71Q: 3 clusters Score -2.293826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 184154 members 
Entering Unmasked Estep 
Score: -22938260.000000 Penalty: 6016.593262
	Iteration 72Q: 3 clusters Score -2.293826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 184164 members 
Entering Unmasked Estep 
Score: -22938250.000000 Penalty: 6016.593262
	Iteration 73Q: 3 clusters Score -2.293825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 184171 members 
Entering Unmasked Estep 
Score: -22938244.000000 Penalty: 6016.593262
	Iteration 74Q: 3 clusters Score -2.293824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 184177 members 
Entering Unmasked Estep 
Score: -22938228.000000 Penalty: 6016.593262
	Iteration 75Q: 3 clusters Score -2.293823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 184180 members 
Entering Unmasked Estep 
Score: -22938238.000000 Penalty: 6016.593262
	Iteration 76Q: 3 clusters Score -2.293824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 184183 members 
Entering Unmasked Estep 
Score: -22938248.000000 Penalty: 6016.593262
	Iteration 77Q: 3 clusters Score -2.293825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 184189 members 
Entering Unmasked Estep 
Score: -22938254.000000 Penalty: 6016.593262
	Iteration 78Q: 3 clusters Score -2.293825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 184192 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 79Q: 3 clusters Score -2.293826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 184193 members 
Entering Unmasked Estep 
Score: -22938268.000000 Penalty: 6016.593262
	Iteration 80F: 3 clusters Score -2.293827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 184192 members 
Entering Unmasked Estep 
Score: -22938280.000000 Penalty: 6016.593262
	Iteration 81Q: 3 clusters Score -2.293828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 184191 members 
Entering Unmasked Estep 
Score: -22938274.000000 Penalty: 6016.593262
	Iteration 82Q: 3 clusters Score -2.293827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 184195 members 
Entering Unmasked Estep 
Score: -22938288.000000 Penalty: 6016.593262
	Iteration 83Q: 3 clusters Score -2.293829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 184195 members 
Entering Unmasked Estep 
Score: -22938290.000000 Penalty: 6016.593262
	Iteration 84Q: 3 clusters Score -2.293829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 184194 members 
Entering Unmasked Estep 
Score: -22938284.000000 Penalty: 6016.593262
	Iteration 85Q: 3 clusters Score -2.293828e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 184194 members 
Entering Unmasked Estep 
Score: -22938284.000000 Penalty: 6016.593262
	Iteration 86F: 3 clusters Score -2.293828e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -141385.671875 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -141385.7 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 694 members 
Entering Unmasked Estep 
Score: -139242.953125 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -139243 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139712.890625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -139712.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -139918.796875 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -139918.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140042.140625 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -140042.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140123.375000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -140123.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -140209.640625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -140209.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -140312.187500 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -140312.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -140476.531250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -140476.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -140600.687500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -140600.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -140657.000000 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -140657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -140690.968750 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -140691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140718.406250 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -140718.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -140742.750000 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -140742.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -140774.390625 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -140774.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140804.343750 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -140804.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -140827.609375 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -140827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140852.718750 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -140852.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140871.937500 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -140871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140885.859375 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -140885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140967.156250 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -140967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141011.796875 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -141011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141066.750000 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -141066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -141084.171875 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -141084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141096.609375 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -141096.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141100.937500 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -141100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -141101.640625 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -141101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141102.000000 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -141102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141102.000000 Penalty: 3576.565918
	Iteration 27F: 3 clusters Score -141102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (171540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171540 members 
Entering Unmasked Estep 
Score: -21212340.000000 Penalty: 2989.037598
	Iteration 0F: 2 clusters Score -2.121234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -21101776.000000 Penalty: 5978.075195
	Iteration 0F: 3 clusters Score -2.110178e+07 nChanged 82143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -21150998.000000 Penalty: 5978.075195
	Iteration 1F: 3 clusters Score -2.1151e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -21153606.000000 Penalty: 5978.075195
	Iteration 2Q: 3 clusters Score -2.115361e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -21157326.000000 Penalty: 5978.075195
	Iteration 3Q: 3 clusters Score -2.115733e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -21162280.000000 Penalty: 5978.075195
	Iteration 4F: 3 clusters Score -2.116228e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -21169054.000000 Penalty: 5978.075195
	Iteration 5F: 3 clusters Score -2.116905e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94430 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -21177328.000000 Penalty: 5978.075195
	Iteration 6F: 3 clusters Score -2.117733e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -21185420.000000 Penalty: 5978.075195
	Iteration 7F: 3 clusters Score -2.118542e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -21190906.000000 Penalty: 5978.075195
	Iteration 8F: 3 clusters Score -2.119091e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -21193156.000000 Penalty: 5978.075195
	Iteration 9Q: 3 clusters Score -2.119316e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -21194062.000000 Penalty: 5978.075195
	Iteration 10Q: 3 clusters Score -2.119406e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -21194500.000000 Penalty: 5978.075195
	Iteration 11Q: 3 clusters Score -2.11945e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -21194708.000000 Penalty: 5978.075195
	Iteration 12Q: 3 clusters Score -2.119471e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -21194872.000000 Penalty: 5978.075195
	Iteration 13Q: 3 clusters Score -2.119487e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -21195008.000000 Penalty: 5978.075195
	Iteration 14Q: 3 clusters Score -2.119501e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92164 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -21195192.000000 Penalty: 5978.075195
	Iteration 15Q: 3 clusters Score -2.119519e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -21195214.000000 Penalty: 5978.075195
	Iteration 16Q: 3 clusters Score -2.119521e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -21195384.000000 Penalty: 5978.075195
	Iteration 17Q: 3 clusters Score -2.119538e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -21195496.000000 Penalty: 5978.075195
	Iteration 18Q: 3 clusters Score -2.11955e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -21195618.000000 Penalty: 5978.075195
	Iteration 19Q: 3 clusters Score -2.119562e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91712 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -21195696.000000 Penalty: 5978.075195
	Iteration 20F: 3 clusters Score -2.11957e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91630 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -21195704.000000 Penalty: 5978.075195
	Iteration 21Q: 3 clusters Score -2.11957e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -21195838.000000 Penalty: 5978.075195
	Iteration 22Q: 3 clusters Score -2.119584e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -21195894.000000 Penalty: 5978.075195
	Iteration 23Q: 3 clusters Score -2.119589e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -21195876.000000 Penalty: 5978.075195
	Iteration 24Q: 3 clusters Score -2.119588e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -21195928.000000 Penalty: 5978.075195
	Iteration 25Q: 3 clusters Score -2.119593e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -21195934.000000 Penalty: 5978.075195
	Iteration 26Q: 3 clusters Score -2.119593e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -21195938.000000 Penalty: 5978.075195
	Iteration 27Q: 3 clusters Score -2.119594e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -21195924.000000 Penalty: 5978.075195
	Iteration 28Q: 3 clusters Score -2.119592e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -21195938.000000 Penalty: 5978.075195
	Iteration 29Q: 3 clusters Score -2.119594e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90487 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -21195956.000000 Penalty: 5978.075195
	Iteration 30Q: 3 clusters Score -2.119596e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -21195936.000000 Penalty: 5978.075195
	Iteration 31Q: 3 clusters Score -2.119594e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -21195980.000000 Penalty: 5978.075195
	Iteration 32Q: 3 clusters Score -2.119598e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 81408 members 
Entering Unmasked Estep 
Score: -21195986.000000 Penalty: 5978.075195
	Iteration 33Q: 3 clusters Score -2.119599e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -21196002.000000 Penalty: 5978.075195
	Iteration 34Q: 3 clusters Score -2.1196e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -21195964.000000 Penalty: 5978.075195
	Iteration 35Q: 3 clusters Score -2.119596e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -21195966.000000 Penalty: 5978.075195
	Iteration 36Q: 3 clusters Score -2.119597e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -21195972.000000 Penalty: 5978.075195
	Iteration 37Q: 3 clusters Score -2.119597e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -21195986.000000 Penalty: 5978.075195
	Iteration 38Q: 3 clusters Score -2.119599e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -21196002.000000 Penalty: 5978.075195
	Iteration 39Q: 3 clusters Score -2.1196e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -21196020.000000 Penalty: 5978.075195
	Iteration 40F: 3 clusters Score -2.119602e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -21196018.000000 Penalty: 5978.075195
	Iteration 41Q: 3 clusters Score -2.119602e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -21195980.000000 Penalty: 5978.075195
	Iteration 42Q: 3 clusters Score -2.119598e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -21195994.000000 Penalty: 5978.075195
	Iteration 43Q: 3 clusters Score -2.119599e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -21195998.000000 Penalty: 5978.075195
	Iteration 44Q: 3 clusters Score -2.1196e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -21196000.000000 Penalty: 5978.075195
	Iteration 45Q: 3 clusters Score -2.1196e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -21195994.000000 Penalty: 5978.075195
	Iteration 46Q: 3 clusters Score -2.119599e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -21196020.000000 Penalty: 5978.075195
	Iteration 47Q: 3 clusters Score -2.119602e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88300 members 
Mstep: Class 2 contains 83240 members 
Entering Unmasked Estep 
Score: -21196034.000000 Penalty: 5978.075195
	Iteration 48Q: 3 clusters Score -2.119603e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -21196028.000000 Penalty: 5978.075195
	Iteration 49Q: 3 clusters Score -2.119603e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -21196006.000000 Penalty: 5978.075195
	Iteration 50Q: 3 clusters Score -2.119601e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -21196002.000000 Penalty: 5978.075195
	Iteration 51Q: 3 clusters Score -2.1196e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87698 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -21195980.000000 Penalty: 5978.075195
	Iteration 52Q: 3 clusters Score -2.119598e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 83990 members 
Entering Unmasked Estep 
Score: -21196010.000000 Penalty: 5978.075195
	Iteration 53Q: 3 clusters Score -2.119601e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87400 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -21196016.000000 Penalty: 5978.075195
	Iteration 54Q: 3 clusters Score -2.119602e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -21196022.000000 Penalty: 5978.075195
	Iteration 55Q: 3 clusters Score -2.119602e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -21196066.000000 Penalty: 5978.075195
	Iteration 56Q: 3 clusters Score -2.119607e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -21196068.000000 Penalty: 5978.075195
	Iteration 57Q: 3 clusters Score -2.119607e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 84749 members 
Entering Unmasked Estep 
Score: -21196072.000000 Penalty: 5978.075195
	Iteration 58Q: 3 clusters Score -2.119607e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86626 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -21196110.000000 Penalty: 5978.075195
	Iteration 59Q: 3 clusters Score -2.119611e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -21196158.000000 Penalty: 5978.075195
	Iteration 60F: 3 clusters Score -2.119616e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -21196112.000000 Penalty: 5978.075195
	Iteration 61Q: 3 clusters Score -2.119611e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -21196132.000000 Penalty: 5978.075195
	Iteration 62Q: 3 clusters Score -2.119613e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -21196124.000000 Penalty: 5978.075195
	Iteration 63Q: 3 clusters Score -2.119612e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -21196146.000000 Penalty: 5978.075195
	Iteration 64Q: 3 clusters Score -2.119615e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -21196126.000000 Penalty: 5978.075195
	Iteration 65Q: 3 clusters Score -2.119613e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 86192 members 
Entering Unmasked Estep 
Score: -21196106.000000 Penalty: 5978.075195
	Iteration 66Q: 3 clusters Score -2.119611e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 86412 members 
Entering Unmasked Estep 
Score: -21196126.000000 Penalty: 5978.075195
	Iteration 67Q: 3 clusters Score -2.119613e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -21196130.000000 Penalty: 5978.075195
	Iteration 68Q: 3 clusters Score -2.119613e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -21196144.000000 Penalty: 5978.075195
	Iteration 69Q: 3 clusters Score -2.119614e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -21196146.000000 Penalty: 5978.075195
	Iteration 70Q: 3 clusters Score -2.119615e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -21196144.000000 Penalty: 5978.075195
	Iteration 71Q: 3 clusters Score -2.119614e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -21196164.000000 Penalty: 5978.075195
	Iteration 72Q: 3 clusters Score -2.119616e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -21196184.000000 Penalty: 5978.075195
	Iteration 73Q: 3 clusters Score -2.119618e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -21196220.000000 Penalty: 5978.075195
	Iteration 74Q: 3 clusters Score -2.119622e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -21196238.000000 Penalty: 5978.075195
	Iteration 75Q: 3 clusters Score -2.119624e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -21196256.000000 Penalty: 5978.075195
	Iteration 76Q: 3 clusters Score -2.119626e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -21196266.000000 Penalty: 5978.075195
	Iteration 77Q: 3 clusters Score -2.119627e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -21196302.000000 Penalty: 5978.075195
	Iteration 78Q: 3 clusters Score -2.11963e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -21196374.000000 Penalty: 5978.075195
	Iteration 79Q: 3 clusters Score -2.119637e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -21196388.000000 Penalty: 5978.075195
	Iteration 80F: 3 clusters Score -2.119639e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -21196368.000000 Penalty: 5978.075195
	Iteration 81Q: 3 clusters Score -2.119637e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79774 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -21196432.000000 Penalty: 5978.075195
	Iteration 82Q: 3 clusters Score -2.119643e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
Score: -21196556.000000 Penalty: 5978.075195
	Iteration 83Q: 3 clusters Score -2.119656e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 92793 members 
Entering Unmasked Estep 
Score: -21196530.000000 Penalty: 5978.075195
	Iteration 84Q: 3 clusters Score -2.119653e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
Score: -21196576.000000 Penalty: 5978.075195
	Iteration 85Q: 3 clusters Score -2.119658e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -21196604.000000 Penalty: 5978.075195
	Iteration 86Q: 3 clusters Score -2.11966e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -21196680.000000 Penalty: 5978.075195
	Iteration 87Q: 3 clusters Score -2.119668e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76464 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -21196678.000000 Penalty: 5978.075195
	Iteration 88Q: 3 clusters Score -2.119668e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -21196668.000000 Penalty: 5978.075195
	Iteration 89Q: 3 clusters Score -2.119667e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 96426 members 
Entering Unmasked Estep 
Score: -21196696.000000 Penalty: 5978.075195
	Iteration 90Q: 3 clusters Score -2.11967e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 97174 members 
Entering Unmasked Estep 
Score: -21196746.000000 Penalty: 5978.075195
	Iteration 91Q: 3 clusters Score -2.119675e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -21196884.000000 Penalty: 5978.075195
	Iteration 92Q: 3 clusters Score -2.119688e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -21196974.000000 Penalty: 5978.075195
	Iteration 93Q: 3 clusters Score -2.119697e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -21196996.000000 Penalty: 5978.075195
	Iteration 94Q: 3 clusters Score -2.1197e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70929 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -21197050.000000 Penalty: 5978.075195
	Iteration 95Q: 3 clusters Score -2.119705e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -21197168.000000 Penalty: 5978.075195
	Iteration 96Q: 3 clusters Score -2.119717e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -21197244.000000 Penalty: 5978.075195
	Iteration 97Q: 3 clusters Score -2.119724e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -21197300.000000 Penalty: 5978.075195
	Iteration 98Q: 3 clusters Score -2.11973e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 104827 members 
Entering Unmasked Estep 
Score: -21197396.000000 Penalty: 5978.075195
	Iteration 99Q: 3 clusters Score -2.11974e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -21197572.000000 Penalty: 5978.075195
	Iteration 100F: 3 clusters Score -2.119757e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 107042 members 
Entering Unmasked Estep 
Score: -21197750.000000 Penalty: 5978.075195
	Iteration 101Q: 3 clusters Score -2.119775e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 108171 members 
Entering Unmasked Estep 
Score: -21197884.000000 Penalty: 5978.075195
	Iteration 102Q: 3 clusters Score -2.119788e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -21198038.000000 Penalty: 5978.075195
	Iteration 103Q: 3 clusters Score -2.119804e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 110433 members 
Entering Unmasked Estep 
Score: -21198174.000000 Penalty: 5978.075195
	Iteration 104Q: 3 clusters Score -2.119817e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 111621 members 
Entering Unmasked Estep 
Score: -21198314.000000 Penalty: 5978.075195
	Iteration 105Q: 3 clusters Score -2.119831e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 112921 members 
Entering Unmasked Estep 
Score: -21198344.000000 Penalty: 5978.075195
	Iteration 106Q: 3 clusters Score -2.119834e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57248 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -21198698.000000 Penalty: 5978.075195
	Iteration 107Q: 3 clusters Score -2.11987e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 115770 members 
Entering Unmasked Estep 
Score: -21198928.000000 Penalty: 5978.075195
	Iteration 108Q: 3 clusters Score -2.119893e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -21199178.000000 Penalty: 5978.075195
	Iteration 109Q: 3 clusters Score -2.119918e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 119027 members 
Entering Unmasked Estep 
Score: -21199468.000000 Penalty: 5978.075195
	Iteration 110Q: 3 clusters Score -2.119947e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -21199782.000000 Penalty: 5978.075195
	Iteration 111Q: 3 clusters Score -2.119978e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 122471 members 
Entering Unmasked Estep 
Score: -21200090.000000 Penalty: 5978.075195
	Iteration 112Q: 3 clusters Score -2.120009e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 124248 members 
Entering Unmasked Estep 
Score: -21200444.000000 Penalty: 5978.075195
	Iteration 113Q: 3 clusters Score -2.120044e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -21200834.000000 Penalty: 5978.075195
	Iteration 114Q: 3 clusters Score -2.120083e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -21201158.000000 Penalty: 5978.075195
	Iteration 115Q: 3 clusters Score -2.120116e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 129560 members 
Entering Unmasked Estep 
Score: -21201608.000000 Penalty: 5978.075195
	Iteration 116Q: 3 clusters Score -2.120161e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -21202024.000000 Penalty: 5978.075195
	Iteration 117Q: 3 clusters Score -2.120202e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -21202544.000000 Penalty: 5978.075195
	Iteration 118Q: 3 clusters Score -2.120254e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 135218 members 
Entering Unmasked Estep 
Score: -21202982.000000 Penalty: 5978.075195
	Iteration 119Q: 3 clusters Score -2.120298e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 137162 members 
Entering Unmasked Estep 
Score: -21203520.000000 Penalty: 5978.075195
	Iteration 120F: 3 clusters Score -2.120352e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
Score: -21204146.000000 Penalty: 5978.075195
	Iteration 121Q: 3 clusters Score -2.120415e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -21204726.000000 Penalty: 5978.075195
	Iteration 122Q: 3 clusters Score -2.120473e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -21205432.000000 Penalty: 5978.075195
	Iteration 123Q: 3 clusters Score -2.120543e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -21206020.000000 Penalty: 5978.075195
	Iteration 124Q: 3 clusters Score -2.120602e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 146865 members 
Entering Unmasked Estep 
Score: -21206508.000000 Penalty: 5978.075195
	Iteration 125Q: 3 clusters Score -2.120651e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 148725 members 
Entering Unmasked Estep 
Score: -21206988.000000 Penalty: 5978.075195
	Iteration 126Q: 3 clusters Score -2.120699e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 150487 members 
Entering Unmasked Estep 
Score: -21207430.000000 Penalty: 5978.075195
	Iteration 127Q: 3 clusters Score -2.120743e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 152217 members 
Entering Unmasked Estep 
Score: -21207876.000000 Penalty: 5978.075195
	Iteration 128Q: 3 clusters Score -2.120788e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -21208332.000000 Penalty: 5978.075195
	Iteration 129Q: 3 clusters Score -2.120833e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -21208882.000000 Penalty: 5978.075195
	Iteration 130Q: 3 clusters Score -2.120888e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 157200 members 
Entering Unmasked Estep 
Score: -21209348.000000 Penalty: 5978.075195
	Iteration 131Q: 3 clusters Score -2.120935e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -21209534.000000 Penalty: 5978.075195
	Iteration 132Q: 3 clusters Score -2.120953e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 160094 members 
Entering Unmasked Estep 
Score: -21209784.000000 Penalty: 5978.075195
	Iteration 133Q: 3 clusters Score -2.120978e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -21210056.000000 Penalty: 5978.075195
	Iteration 134Q: 3 clusters Score -2.121006e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -21210216.000000 Penalty: 5978.075195
	Iteration 135Q: 3 clusters Score -2.121022e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 163698 members 
Entering Unmasked Estep 
Score: -21210184.000000 Penalty: 5978.075195
	Iteration 136Q: 3 clusters Score -2.121018e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -21210360.000000 Penalty: 5978.075195
	Iteration 137Q: 3 clusters Score -2.121036e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -21210450.000000 Penalty: 5978.075195
	Iteration 138Q: 3 clusters Score -2.121045e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -21210462.000000 Penalty: 5978.075195
	Iteration 139Q: 3 clusters Score -2.121046e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -21210476.000000 Penalty: 5978.075195
	Iteration 140F: 3 clusters Score -2.121048e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -21210500.000000 Penalty: 5978.075195
	Iteration 141Q: 3 clusters Score -2.12105e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -21210484.000000 Penalty: 5978.075195
	Iteration 142Q: 3 clusters Score -2.121048e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -21210530.000000 Penalty: 5978.075195
	Iteration 143Q: 3 clusters Score -2.121053e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 168432 members 
Entering Unmasked Estep 
Score: -21210540.000000 Penalty: 5978.075195
	Iteration 144Q: 3 clusters Score -2.121054e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -21210572.000000 Penalty: 5978.075195
	Iteration 145Q: 3 clusters Score -2.121057e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -21210568.000000 Penalty: 5978.075195
	Iteration 146Q: 3 clusters Score -2.121057e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 169062 members 
Entering Unmasked Estep 
Score: -21210558.000000 Penalty: 5978.075195
	Iteration 147Q: 3 clusters Score -2.121056e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 169218 members 
Entering Unmasked Estep 
Score: -21210564.000000 Penalty: 5978.075195
	Iteration 148Q: 3 clusters Score -2.121056e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -21210550.000000 Penalty: 5978.075195
	Iteration 149Q: 3 clusters Score -2.121055e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -21210550.000000 Penalty: 5978.075195
	Iteration 150Q: 3 clusters Score -2.121055e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 169584 members 
Entering Unmasked Estep 
Score: -21210536.000000 Penalty: 5978.075195
	Iteration 151Q: 3 clusters Score -2.121054e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 169666 members 
Entering Unmasked Estep 
Score: -21210544.000000 Penalty: 5978.075195
	Iteration 152Q: 3 clusters Score -2.121054e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 169736 members 
Entering Unmasked Estep 
Score: -21210574.000000 Penalty: 5978.075195
	Iteration 153Q: 3 clusters Score -2.121057e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 169796 members 
Entering Unmasked Estep 
Score: -21210590.000000 Penalty: 5978.075195
	Iteration 154Q: 3 clusters Score -2.121059e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 169855 members 
Entering Unmasked Estep 
Score: -21210574.000000 Penalty: 5978.075195
	Iteration 155Q: 3 clusters Score -2.121057e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -21210552.000000 Penalty: 5978.075195
	Iteration 156Q: 3 clusters Score -2.121055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 169965 members 
Entering Unmasked Estep 
Score: -21210556.000000 Penalty: 5978.075195
	Iteration 157Q: 3 clusters Score -2.121056e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -21210590.000000 Penalty: 5978.075195
	Iteration 158Q: 3 clusters Score -2.121059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -21210566.000000 Penalty: 5978.075195
	Iteration 159Q: 3 clusters Score -2.121057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -21210566.000000 Penalty: 5978.075195
	Iteration 160F: 3 clusters Score -2.121057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -21210574.000000 Penalty: 5978.075195
	Iteration 161Q: 3 clusters Score -2.121057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -21210598.000000 Penalty: 5978.075195
	Iteration 162Q: 3 clusters Score -2.12106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 170084 members 
Entering Unmasked Estep 
Score: -21210582.000000 Penalty: 5978.075195
	Iteration 163Q: 3 clusters Score -2.121058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 170092 members 
Entering Unmasked Estep 
Score: -21210576.000000 Penalty: 5978.075195
	Iteration 164Q: 3 clusters Score -2.121058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -21210586.000000 Penalty: 5978.075195
	Iteration 165Q: 3 clusters Score -2.121059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 170104 members 
Entering Unmasked Estep 
Score: -21210580.000000 Penalty: 5978.075195
	Iteration 166Q: 3 clusters Score -2.121058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 170117 members 
Entering Unmasked Estep 
Score: -21210568.000000 Penalty: 5978.075195
	Iteration 167Q: 3 clusters Score -2.121057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 170129 members 
Entering Unmasked Estep 
Score: -21210578.000000 Penalty: 5978.075195
	Iteration 168Q: 3 clusters Score -2.121058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 170140 members 
Entering Unmasked Estep 
Score: -21210590.000000 Penalty: 5978.075195
	Iteration 169Q: 3 clusters Score -2.121059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 170153 members 
Entering Unmasked Estep 
Score: -21210568.000000 Penalty: 5978.075195
	Iteration 170Q: 3 clusters Score -2.121057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 170165 members 
Entering Unmasked Estep 
Score: -21210574.000000 Penalty: 5978.075195
	Iteration 171Q: 3 clusters Score -2.121057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -21210574.000000 Penalty: 5978.075195
	Iteration 172Q: 3 clusters Score -2.121057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 170177 members 
Entering Unmasked Estep 
Score: -21210562.000000 Penalty: 5978.075195
	Iteration 173Q: 3 clusters Score -2.121056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 170181 members 
Entering Unmasked Estep 
Score: -21210556.000000 Penalty: 5978.075195
	Iteration 174Q: 3 clusters Score -2.121056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 170187 members 
Entering Unmasked Estep 
Score: -21210570.000000 Penalty: 5978.075195
	Iteration 175Q: 3 clusters Score -2.121057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -21210574.000000 Penalty: 5978.075195
	Iteration 176Q: 3 clusters Score -2.121057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -21210576.000000 Penalty: 5978.075195
	Iteration 177Q: 3 clusters Score -2.121058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -21210566.000000 Penalty: 5978.075195
	Iteration 178Q: 3 clusters Score -2.121057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -21210566.000000 Penalty: 5978.075195
	Iteration 179F: 3 clusters Score -2.121057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Entering Unmasked Estep 
Score: -6826627.000000 Penalty: 2707.392578
	Iteration 0F: 2 clusters Score -6826627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6789636.000000 Penalty: 5414.785156
	Iteration 0F: 3 clusters Score -6789636 nChanged 25424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -6803746.000000 Penalty: 5414.785156
	Iteration 1F: 3 clusters Score -6803746 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -6804241.500000 Penalty: 5414.785156
	Iteration 2Q: 3 clusters Score -6804242 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -6804669.000000 Penalty: 5414.785156
	Iteration 3Q: 3 clusters Score -6804669 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6805096.500000 Penalty: 5414.785156
	Iteration 4Q: 3 clusters Score -6805096 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -6805439.000000 Penalty: 5414.785156
	Iteration 5Q: 3 clusters Score -6805439 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -6805763.500000 Penalty: 5414.785156
	Iteration 6Q: 3 clusters Score -6805764 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -6806163.500000 Penalty: 5414.785156
	Iteration 7Q: 3 clusters Score -6806164 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -6806595.000000 Penalty: 5414.785156
	Iteration 8Q: 3 clusters Score -6806595 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6807224.500000 Penalty: 5414.785156
	Iteration 9Q: 3 clusters Score -6807224 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -6807972.500000 Penalty: 5414.785156
	Iteration 10Q: 3 clusters Score -6807972 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -6809149.000000 Penalty: 5414.785156
	Iteration 11Q: 3 clusters Score -6809149 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -6810849.500000 Penalty: 5414.785156
	Iteration 12F: 3 clusters Score -6810850 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6813227.000000 Penalty: 5414.785156
	Iteration 13F: 3 clusters Score -6813227 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -6815610.000000 Penalty: 5414.785156
	Iteration 14F: 3 clusters Score -6815610 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -6817551.500000 Penalty: 5414.785156
	Iteration 15Q: 3 clusters Score -6817552 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -6818882.500000 Penalty: 5414.785156
	Iteration 16Q: 3 clusters Score -6818882 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -6819860.500000 Penalty: 5414.785156
	Iteration 17Q: 3 clusters Score -6819860 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -6820652.500000 Penalty: 5414.785156
	Iteration 18Q: 3 clusters Score -6820652 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -6821348.500000 Penalty: 5414.785156
	Iteration 19Q: 3 clusters Score -6821348 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6821961.000000 Penalty: 5414.785156
	Iteration 20F: 3 clusters Score -6821961 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -6822440.500000 Penalty: 5414.785156
	Iteration 21Q: 3 clusters Score -6822440 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -6822847.500000 Penalty: 5414.785156
	Iteration 22Q: 3 clusters Score -6822848 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6823169.000000 Penalty: 5414.785156
	Iteration 23Q: 3 clusters Score -6823169 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6823478.000000 Penalty: 5414.785156
	Iteration 24Q: 3 clusters Score -6823478 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6823708.000000 Penalty: 5414.785156
	Iteration 25Q: 3 clusters Score -6823708 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6823923.500000 Penalty: 5414.785156
	Iteration 26Q: 3 clusters Score -6823924 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6824063.500000 Penalty: 5414.785156
	Iteration 27Q: 3 clusters Score -6824064 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6824224.000000 Penalty: 5414.785156
	Iteration 28Q: 3 clusters Score -6824224 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6824331.500000 Penalty: 5414.785156
	Iteration 29Q: 3 clusters Score -6824332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6824450.000000 Penalty: 5414.785156
	Iteration 30Q: 3 clusters Score -6824450 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6824508.000000 Penalty: 5414.785156
	Iteration 31Q: 3 clusters Score -6824508 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6824557.500000 Penalty: 5414.785156
	Iteration 32Q: 3 clusters Score -6824558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6824618.500000 Penalty: 5414.785156
	Iteration 33Q: 3 clusters Score -6824618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6824636.500000 Penalty: 5414.785156
	Iteration 34Q: 3 clusters Score -6824636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6824675.500000 Penalty: 5414.785156
	Iteration 35Q: 3 clusters Score -6824676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6824719.000000 Penalty: 5414.785156
	Iteration 36Q: 3 clusters Score -6824719 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6824737.000000 Penalty: 5414.785156
	Iteration 37Q: 3 clusters Score -6824737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6824755.500000 Penalty: 5414.785156
	Iteration 38Q: 3 clusters Score -6824756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6824774.000000 Penalty: 5414.785156
	Iteration 39Q: 3 clusters Score -6824774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6824806.500000 Penalty: 5414.785156
	Iteration 40F: 3 clusters Score -6824806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6824814.500000 Penalty: 5414.785156
	Iteration 41Q: 3 clusters Score -6824814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6824820.500000 Penalty: 5414.785156
	Iteration 42Q: 3 clusters Score -6824820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6824840.000000 Penalty: 5414.785156
	Iteration 43Q: 3 clusters Score -6824840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6824842.500000 Penalty: 5414.785156
	Iteration 44Q: 3 clusters Score -6824842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6824840.000000 Penalty: 5414.785156
	Iteration 45Q: 3 clusters Score -6824840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6824837.000000 Penalty: 5414.785156
	Iteration 46Q: 3 clusters Score -6824837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6824856.500000 Penalty: 5414.785156
	Iteration 47Q: 3 clusters Score -6824856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6824867.500000 Penalty: 5414.785156
	Iteration 48Q: 3 clusters Score -6824868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6824862.500000 Penalty: 5414.785156
	Iteration 49Q: 3 clusters Score -6824862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6824873.500000 Penalty: 5414.785156
	Iteration 50Q: 3 clusters Score -6824874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6824877.500000 Penalty: 5414.785156
	Iteration 51Q: 3 clusters Score -6824878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53954 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6824873.000000 Penalty: 5414.785156
	Iteration 52Q: 3 clusters Score -6824873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6824867.000000 Penalty: 5414.785156
	Iteration 53Q: 3 clusters Score -6824867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6824866.500000 Penalty: 5414.785156
	Iteration 54Q: 3 clusters Score -6824866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6824871.000000 Penalty: 5414.785156
	Iteration 55Q: 3 clusters Score -6824871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6824866.000000 Penalty: 5414.785156
	Iteration 56Q: 3 clusters Score -6824866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6824869.000000 Penalty: 5414.785156
	Iteration 57Q: 3 clusters Score -6824869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6824872.000000 Penalty: 5414.785156
	Iteration 58Q: 3 clusters Score -6824872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6824870.000000 Penalty: 5414.785156
	Iteration 59Q: 3 clusters Score -6824870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6824869.500000 Penalty: 5414.785156
	Iteration 60F: 3 clusters Score -6824870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6824866.000000 Penalty: 5414.785156
	Iteration 61Q: 3 clusters Score -6824866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6824867.000000 Penalty: 5414.785156
	Iteration 62Q: 3 clusters Score -6824867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6824868.500000 Penalty: 5414.785156
	Iteration 63Q: 3 clusters Score -6824868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6824867.000000 Penalty: 5414.785156
	Iteration 64Q: 3 clusters Score -6824867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6824868.000000 Penalty: 5414.785156
	Iteration 65Q: 3 clusters Score -6824868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6824866.000000 Penalty: 5414.785156
	Iteration 66Q: 3 clusters Score -6824866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6824866.000000 Penalty: 5414.785156
	Iteration 67F: 3 clusters Score -6824866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142231 members 
Entering Unmasked Estep 
Score: -17645168.000000 Penalty: 2942.571533
	Iteration 0F: 2 clusters Score -1.764517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -17549872.000000 Penalty: 5885.143066
	Iteration 0F: 3 clusters Score -1.754987e+07 nChanged 68147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 72191 members 
Entering Unmasked Estep 
Score: -17589182.000000 Penalty: 5885.143066
	Iteration 1F: 3 clusters Score -1.758918e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -17589930.000000 Penalty: 5885.143066
	Iteration 2Q: 3 clusters Score -1.758993e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -17590656.000000 Penalty: 5885.143066
	Iteration 3Q: 3 clusters Score -1.759066e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -17591516.000000 Penalty: 5885.143066
	Iteration 4Q: 3 clusters Score -1.759152e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -17592738.000000 Penalty: 5885.143066
	Iteration 5Q: 3 clusters Score -1.759274e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -17594708.000000 Penalty: 5885.143066
	Iteration 6Q: 3 clusters Score -1.759471e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 86306 members 
Entering Unmasked Estep 
Score: -17597626.000000 Penalty: 5885.143066
	Iteration 7Q: 3 clusters Score -1.759763e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 93308 members 
Entering Unmasked Estep 
Score: -17602222.000000 Penalty: 5885.143066
	Iteration 8F: 3 clusters Score -1.760222e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -17609148.000000 Penalty: 5885.143066
	Iteration 9F: 3 clusters Score -1.760915e+07 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 112517 members 
Entering Unmasked Estep 
Score: -17617904.000000 Penalty: 5885.143066
	Iteration 10F: 3 clusters Score -1.76179e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -17626448.000000 Penalty: 5885.143066
	Iteration 11F: 3 clusters Score -1.762645e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 129010 members 
Entering Unmasked Estep 
Score: -17633070.000000 Penalty: 5885.143066
	Iteration 12F: 3 clusters Score -1.763307e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 133417 members 
Entering Unmasked Estep 
Score: -17637160.000000 Penalty: 5885.143066
	Iteration 13Q: 3 clusters Score -1.763716e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 135918 members 
Entering Unmasked Estep 
Score: -17639346.000000 Penalty: 5885.143066
	Iteration 14Q: 3 clusters Score -1.763935e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -17640446.000000 Penalty: 5885.143066
	Iteration 15Q: 3 clusters Score -1.764045e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -17641112.000000 Penalty: 5885.143066
	Iteration 16Q: 3 clusters Score -1.764111e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -17641532.000000 Penalty: 5885.143066
	Iteration 17Q: 3 clusters Score -1.764153e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 139367 members 
Entering Unmasked Estep 
Score: -17641806.000000 Penalty: 5885.143066
	Iteration 18Q: 3 clusters Score -1.764181e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 139706 members 
Entering Unmasked Estep 
Score: -17642010.000000 Penalty: 5885.143066
	Iteration 19Q: 3 clusters Score -1.764201e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 139934 members 
Entering Unmasked Estep 
Score: -17642156.000000 Penalty: 5885.143066
	Iteration 20F: 3 clusters Score -1.764216e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -17642244.000000 Penalty: 5885.143066
	Iteration 21Q: 3 clusters Score -1.764224e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 140228 members 
Entering Unmasked Estep 
Score: -17642324.000000 Penalty: 5885.143066
	Iteration 22Q: 3 clusters Score -1.764232e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -17642414.000000 Penalty: 5885.143066
	Iteration 23Q: 3 clusters Score -1.764241e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -17642444.000000 Penalty: 5885.143066
	Iteration 24Q: 3 clusters Score -1.764244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 140497 members 
Entering Unmasked Estep 
Score: -17642466.000000 Penalty: 5885.143066
	Iteration 25Q: 3 clusters Score -1.764247e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 140561 members 
Entering Unmasked Estep 
Score: -17642514.000000 Penalty: 5885.143066
	Iteration 26Q: 3 clusters Score -1.764251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 140629 members 
Entering Unmasked Estep 
Score: -17642540.000000 Penalty: 5885.143066
	Iteration 27Q: 3 clusters Score -1.764254e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 140688 members 
Entering Unmasked Estep 
Score: -17642582.000000 Penalty: 5885.143066
	Iteration 28Q: 3 clusters Score -1.764258e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 140739 members 
Entering Unmasked Estep 
Score: -17642592.000000 Penalty: 5885.143066
	Iteration 29Q: 3 clusters Score -1.764259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 140796 members 
Entering Unmasked Estep 
Score: -17642648.000000 Penalty: 5885.143066
	Iteration 30Q: 3 clusters Score -1.764265e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 140845 members 
Entering Unmasked Estep 
Score: -17642672.000000 Penalty: 5885.143066
	Iteration 31Q: 3 clusters Score -1.764267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 140878 members 
Entering Unmasked Estep 
Score: -17642682.000000 Penalty: 5885.143066
	Iteration 32Q: 3 clusters Score -1.764268e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 140910 members 
Entering Unmasked Estep 
Score: -17642672.000000 Penalty: 5885.143066
	Iteration 33Q: 3 clusters Score -1.764267e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -17642700.000000 Penalty: 5885.143066
	Iteration 34Q: 3 clusters Score -1.76427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -17642734.000000 Penalty: 5885.143066
	Iteration 35Q: 3 clusters Score -1.764273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 140992 members 
Entering Unmasked Estep 
Score: -17642750.000000 Penalty: 5885.143066
	Iteration 36Q: 3 clusters Score -1.764275e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 141013 members 
Entering Unmasked Estep 
Score: -17642752.000000 Penalty: 5885.143066
	Iteration 37Q: 3 clusters Score -1.764275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -17642738.000000 Penalty: 5885.143066
	Iteration 38Q: 3 clusters Score -1.764274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -17642754.000000 Penalty: 5885.143066
	Iteration 39Q: 3 clusters Score -1.764275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 141061 members 
Entering Unmasked Estep 
Score: -17642770.000000 Penalty: 5885.143066
	Iteration 40F: 3 clusters Score -1.764277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 141075 members 
Entering Unmasked Estep 
Score: -17642794.000000 Penalty: 5885.143066
	Iteration 41Q: 3 clusters Score -1.764279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 141085 members 
Entering Unmasked Estep 
Score: -17642788.000000 Penalty: 5885.143066
	Iteration 42Q: 3 clusters Score -1.764279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 141094 members 
Entering Unmasked Estep 
Score: -17642788.000000 Penalty: 5885.143066
	Iteration 43Q: 3 clusters Score -1.764279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 141103 members 
Entering Unmasked Estep 
Score: -17642790.000000 Penalty: 5885.143066
	Iteration 44Q: 3 clusters Score -1.764279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 141110 members 
Entering Unmasked Estep 
Score: -17642792.000000 Penalty: 5885.143066
	Iteration 45Q: 3 clusters Score -1.764279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 141117 members 
Entering Unmasked Estep 
Score: -17642794.000000 Penalty: 5885.143066
	Iteration 46Q: 3 clusters Score -1.764279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 141125 members 
Entering Unmasked Estep 
Score: -17642788.000000 Penalty: 5885.143066
	Iteration 47Q: 3 clusters Score -1.764279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 141131 members 
Entering Unmasked Estep 
Score: -17642798.000000 Penalty: 5885.143066
	Iteration 48Q: 3 clusters Score -1.76428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 141136 members 
Entering Unmasked Estep 
Score: -17642792.000000 Penalty: 5885.143066
	Iteration 49Q: 3 clusters Score -1.764279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 141139 members 
Entering Unmasked Estep 
Score: -17642782.000000 Penalty: 5885.143066
	Iteration 50Q: 3 clusters Score -1.764278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -17642786.000000 Penalty: 5885.143066
	Iteration 51Q: 3 clusters Score -1.764279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -17642794.000000 Penalty: 5885.143066
	Iteration 52Q: 3 clusters Score -1.764279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 141148 members 
Entering Unmasked Estep 
Score: -17642814.000000 Penalty: 5885.143066
	Iteration 53Q: 3 clusters Score -1.764281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 141154 members 
Entering Unmasked Estep 
Score: -17642820.000000 Penalty: 5885.143066
	Iteration 54Q: 3 clusters Score -1.764282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -17642824.000000 Penalty: 5885.143066
	Iteration 55Q: 3 clusters Score -1.764282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 141156 members 
Entering Unmasked Estep 
Score: -17642818.000000 Penalty: 5885.143066
	Iteration 56Q: 3 clusters Score -1.764282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 141156 members 
Entering Unmasked Estep 
Score: -17642818.000000 Penalty: 5885.143066
	Iteration 57F: 3 clusters Score -1.764282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -803568.812500 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -803568.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -797884.875000 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -797884.9 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -799471.562500 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -799471.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -799834.500000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -799834.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -800198.500000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -800198.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -800609.625000 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -800609.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -801083.187500 Penalty: 4382.913574
	Iteration 5F: 3 clusters Score -801083.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -801519.375000 Penalty: 4382.913574
	Iteration 6F: 3 clusters Score -801519.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -801809.000000 Penalty: 4382.913574
	Iteration 7F: 3 clusters Score -801809 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -801984.937500 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -801984.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -802130.812500 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -802130.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -802245.750000 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -802245.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -802317.750000 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -802317.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -802366.937500 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -802366.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -802396.875000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -802396.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -802419.000000 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -802419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -802429.375000 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -802429.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -802440.500000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -802440.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -802451.000000 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -802451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -802458.500000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -802458.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -802467.250000 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -802467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -802469.312500 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -802469.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -802473.625000 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -802473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -802476.937500 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -802476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -802477.500000 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -802477.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -802478.875000 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -802478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -802479.375000 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -802479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -802482.062500 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -802482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -802481.000000 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -802481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -802482.375000 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -802482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -802482.375000 Penalty: 4382.913574
	Iteration 29F: 3 clusters Score -802482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155857.671875 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155857.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -156328.312500 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156328.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -156501.906250 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156501.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -156690.437500 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -156690.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -156923.078125 Penalty: 3618.347900
	Iteration 4F: 3 clusters Score -156923.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -157237.671875 Penalty: 3618.347900
	Iteration 5F: 3 clusters Score -157237.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -157532.906250 Penalty: 3618.347900
	Iteration 6F: 3 clusters Score -157532.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -157741.671875 Penalty: 3618.347900
	Iteration 7F: 3 clusters Score -157741.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -158069.781250 Penalty: 3618.347900
	Iteration 8F: 3 clusters Score -158069.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158505.781250 Penalty: 3618.347900
	Iteration 9F: 3 clusters Score -158505.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158746.343750 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -158746.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158792.625000 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -158792.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -158835.656250 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -158835.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -158892.578125 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -158892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -158937.125000 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -158937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -158940.406250 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -158940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -158940.406250 Penalty: 3618.347900
	Iteration 16F: 3 clusters Score -158940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171540 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142231 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194293 members 
Mstep: Class 13 contains 66946 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170894 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90064 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 162259 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13021 members 
Mstep: Class 26 contains 565 members 
Entering Unmasked Estep 
Score: -194679312.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194680368.000000 to -194679312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79666.601562 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79666.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -79982.421875 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79982.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80128.101562 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -80128.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80249.968750 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -80249.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -80307.578125 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -80307.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80362.453125 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80362.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80390.671875 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80390.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80428.734375 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80428.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80445.726562 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80445.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -80454.546875 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80454.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -80459.742188 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80459.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80471.078125 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80471.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80477.726562 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80477.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -80479.234375 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80479.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -80482.984375 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80482.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -80486.953125 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80486.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -80495.187500 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -80495.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -80500.734375 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -80500.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -80505.570312 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -80505.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -80505.570312 Penalty: 3270.149902
	Iteration 19F: 3 clusters Score -80505.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194293 members 
Entering Unmasked Estep 
Score: -23814990.000000 Penalty: 3019.926270
	Iteration 0F: 2 clusters Score -2.381499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -23692130.000000 Penalty: 6039.852539
	Iteration 0F: 3 clusters Score -2.369213e+07 nChanged 93118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -23746360.000000 Penalty: 6039.852539
	Iteration 1F: 3 clusters Score -2.374636e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100864 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -23747514.000000 Penalty: 6039.852539
	Iteration 2Q: 3 clusters Score -2.374751e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -23749166.000000 Penalty: 6039.852539
	Iteration 3Q: 3 clusters Score -2.374917e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107094 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -23752184.000000 Penalty: 6039.852539
	Iteration 4Q: 3 clusters Score -2.375218e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112931 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -23757208.000000 Penalty: 6039.852539
	Iteration 5F: 3 clusters Score -2.375721e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -23765578.000000 Penalty: 6039.852539
	Iteration 6F: 3 clusters Score -2.376558e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130109 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -23777654.000000 Penalty: 6039.852539
	Iteration 7F: 3 clusters Score -2.377765e+07 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -23790096.000000 Penalty: 6039.852539
	Iteration 8F: 3 clusters Score -2.37901e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143012 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -23798388.000000 Penalty: 6039.852539
	Iteration 9F: 3 clusters Score -2.379839e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -23801646.000000 Penalty: 6039.852539
	Iteration 10Q: 3 clusters Score -2.380165e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148871 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -23803122.000000 Penalty: 6039.852539
	Iteration 11Q: 3 clusters Score -2.380312e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151952 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -23804466.000000 Penalty: 6039.852539
	Iteration 12Q: 3 clusters Score -2.380447e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -23805706.000000 Penalty: 6039.852539
	Iteration 13Q: 3 clusters Score -2.380571e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158887 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -23807198.000000 Penalty: 6039.852539
	Iteration 14Q: 3 clusters Score -2.38072e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162682 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -23808632.000000 Penalty: 6039.852539
	Iteration 15Q: 3 clusters Score -2.380863e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166342 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -23809786.000000 Penalty: 6039.852539
	Iteration 16Q: 3 clusters Score -2.380979e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -23810864.000000 Penalty: 6039.852539
	Iteration 17Q: 3 clusters Score -2.381086e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172767 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -23811586.000000 Penalty: 6039.852539
	Iteration 18Q: 3 clusters Score -2.381159e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175403 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -23812170.000000 Penalty: 6039.852539
	Iteration 19Q: 3 clusters Score -2.381217e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177685 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -23812534.000000 Penalty: 6039.852539
	Iteration 20F: 3 clusters Score -2.381253e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179663 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -23812662.000000 Penalty: 6039.852539
	Iteration 21Q: 3 clusters Score -2.381266e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181382 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -23813064.000000 Penalty: 6039.852539
	Iteration 22Q: 3 clusters Score -2.381306e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182898 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -23813064.000000 Penalty: 6039.852539
	Iteration 23Q: 3 clusters Score -2.381306e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184253 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -23813128.000000 Penalty: 6039.852539
	Iteration 24Q: 3 clusters Score -2.381313e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185466 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -23813006.000000 Penalty: 6039.852539
	Iteration 25Q: 3 clusters Score -2.381301e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186546 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -23812906.000000 Penalty: 6039.852539
	Iteration 26Q: 3 clusters Score -2.381291e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -23812924.000000 Penalty: 6039.852539
	Iteration 27Q: 3 clusters Score -2.381292e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188313 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -23812978.000000 Penalty: 6039.852539
	Iteration 28Q: 3 clusters Score -2.381298e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189051 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -23812898.000000 Penalty: 6039.852539
	Iteration 29Q: 3 clusters Score -2.38129e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189686 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -23812770.000000 Penalty: 6039.852539
	Iteration 30Q: 3 clusters Score -2.381277e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190268 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -23812714.000000 Penalty: 6039.852539
	Iteration 31Q: 3 clusters Score -2.381271e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190757 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -23812684.000000 Penalty: 6039.852539
	Iteration 32Q: 3 clusters Score -2.381268e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191159 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23812652.000000 Penalty: 6039.852539
	Iteration 33Q: 3 clusters Score -2.381265e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191521 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -23812654.000000 Penalty: 6039.852539
	Iteration 34Q: 3 clusters Score -2.381265e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191822 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23812670.000000 Penalty: 6039.852539
	Iteration 35Q: 3 clusters Score -2.381267e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192060 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23812664.000000 Penalty: 6039.852539
	Iteration 36Q: 3 clusters Score -2.381266e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192285 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23812664.000000 Penalty: 6039.852539
	Iteration 37Q: 3 clusters Score -2.381266e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192467 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -23812650.000000 Penalty: 6039.852539
	Iteration 38Q: 3 clusters Score -2.381265e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192625 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -23812644.000000 Penalty: 6039.852539
	Iteration 39Q: 3 clusters Score -2.381264e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192761 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -23812618.000000 Penalty: 6039.852539
	Iteration 40F: 3 clusters Score -2.381262e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23812644.000000 Penalty: 6039.852539
	Iteration 41Q: 3 clusters Score -2.381264e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192980 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -23812660.000000 Penalty: 6039.852539
	Iteration 42Q: 3 clusters Score -2.381266e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193049 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23812674.000000 Penalty: 6039.852539
	Iteration 43Q: 3 clusters Score -2.381267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193111 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23812688.000000 Penalty: 6039.852539
	Iteration 44Q: 3 clusters Score -2.381269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193177 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23812710.000000 Penalty: 6039.852539
	Iteration 45Q: 3 clusters Score -2.381271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193238 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23812672.000000 Penalty: 6039.852539
	Iteration 46Q: 3 clusters Score -2.381267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193280 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -23812642.000000 Penalty: 6039.852539
	Iteration 47Q: 3 clusters Score -2.381264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193320 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23812662.000000 Penalty: 6039.852539
	Iteration 48Q: 3 clusters Score -2.381266e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193369 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -23812674.000000 Penalty: 6039.852539
	Iteration 49Q: 3 clusters Score -2.381267e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193411 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -23812672.000000 Penalty: 6039.852539
	Iteration 50Q: 3 clusters Score -2.381267e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23812694.000000 Penalty: 6039.852539
	Iteration 51Q: 3 clusters Score -2.381269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193457 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23812702.000000 Penalty: 6039.852539
	Iteration 52Q: 3 clusters Score -2.38127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193476 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23812704.000000 Penalty: 6039.852539
	Iteration 53Q: 3 clusters Score -2.38127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193487 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23812712.000000 Penalty: 6039.852539
	Iteration 54Q: 3 clusters Score -2.381271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193491 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -23812710.000000 Penalty: 6039.852539
	Iteration 55Q: 3 clusters Score -2.381271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193495 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23812704.000000 Penalty: 6039.852539
	Iteration 56Q: 3 clusters Score -2.38127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193499 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -23812696.000000 Penalty: 6039.852539
	Iteration 57Q: 3 clusters Score -2.38127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193506 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -23812690.000000 Penalty: 6039.852539
	Iteration 58Q: 3 clusters Score -2.381269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193511 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -23812690.000000 Penalty: 6039.852539
	Iteration 59Q: 3 clusters Score -2.381269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23812706.000000 Penalty: 6039.852539
	Iteration 60F: 3 clusters Score -2.381271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193527 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -23812696.000000 Penalty: 6039.852539
	Iteration 61Q: 3 clusters Score -2.38127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193531 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23812704.000000 Penalty: 6039.852539
	Iteration 62Q: 3 clusters Score -2.38127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193538 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23812712.000000 Penalty: 6039.852539
	Iteration 63Q: 3 clusters Score -2.381271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193548 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23812726.000000 Penalty: 6039.852539
	Iteration 64Q: 3 clusters Score -2.381273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193556 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -23812722.000000 Penalty: 6039.852539
	Iteration 65Q: 3 clusters Score -2.381272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -23812720.000000 Penalty: 6039.852539
	Iteration 66Q: 3 clusters Score -2.381272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23812694.000000 Penalty: 6039.852539
	Iteration 67Q: 3 clusters Score -2.381269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193583 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -23812710.000000 Penalty: 6039.852539
	Iteration 68Q: 3 clusters Score -2.381271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -23812746.000000 Penalty: 6039.852539
	Iteration 69Q: 3 clusters Score -2.381275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -23812738.000000 Penalty: 6039.852539
	Iteration 70Q: 3 clusters Score -2.381274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193608 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -23812744.000000 Penalty: 6039.852539
	Iteration 71Q: 3 clusters Score -2.381274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193611 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -23812724.000000 Penalty: 6039.852539
	Iteration 72Q: 3 clusters Score -2.381272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193617 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -23812716.000000 Penalty: 6039.852539
	Iteration 73Q: 3 clusters Score -2.381272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193621 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23812730.000000 Penalty: 6039.852539
	Iteration 74Q: 3 clusters Score -2.381273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -23812734.000000 Penalty: 6039.852539
	Iteration 75Q: 3 clusters Score -2.381273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193619 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23812734.000000 Penalty: 6039.852539
	Iteration 76Q: 3 clusters Score -2.381273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193621 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23812746.000000 Penalty: 6039.852539
	Iteration 77Q: 3 clusters Score -2.381275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -23812746.000000 Penalty: 6039.852539
	Iteration 78Q: 3 clusters Score -2.381275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -23812746.000000 Penalty: 6039.852539
	Iteration 79F: 3 clusters Score -2.381275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Entering Unmasked Estep 
Score: -7958470.500000 Penalty: 2755.687256
	Iteration 0F: 2 clusters Score -7958470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -7913655.500000 Penalty: 5511.374512
	Iteration 0F: 3 clusters Score -7913656 nChanged 31137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -7930848.000000 Penalty: 5511.374512
	Iteration 1F: 3 clusters Score -7930848 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -7931325.500000 Penalty: 5511.374512
	Iteration 2Q: 3 clusters Score -7931326 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -7931811.000000 Penalty: 5511.374512
	Iteration 3Q: 3 clusters Score -7931811 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7932251.000000 Penalty: 5511.374512
	Iteration 4Q: 3 clusters Score -7932251 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -7932758.500000 Penalty: 5511.374512
	Iteration 5Q: 3 clusters Score -7932758 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -7933310.000000 Penalty: 5511.374512
	Iteration 6Q: 3 clusters Score -7933310 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7934025.000000 Penalty: 5511.374512
	Iteration 7Q: 3 clusters Score -7934025 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -7935103.000000 Penalty: 5511.374512
	Iteration 8Q: 3 clusters Score -7935103 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -7936821.000000 Penalty: 5511.374512
	Iteration 9F: 3 clusters Score -7936821 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -7939468.500000 Penalty: 5511.374512
	Iteration 10F: 3 clusters Score -7939468 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -7943371.500000 Penalty: 5511.374512
	Iteration 11F: 3 clusters Score -7943372 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -7947968.000000 Penalty: 5511.374512
	Iteration 12F: 3 clusters Score -7947968 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61680 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7952002.000000 Penalty: 5511.374512
	Iteration 13F: 3 clusters Score -7952002 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7954438.500000 Penalty: 5511.374512
	Iteration 14Q: 3 clusters Score -7954438 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7955489.500000 Penalty: 5511.374512
	Iteration 15Q: 3 clusters Score -7955490 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7955859.000000 Penalty: 5511.374512
	Iteration 16Q: 3 clusters Score -7955859 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7956041.500000 Penalty: 5511.374512
	Iteration 17Q: 3 clusters Score -7956042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7956109.000000 Penalty: 5511.374512
	Iteration 18Q: 3 clusters Score -7956109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7956171.500000 Penalty: 5511.374512
	Iteration 19Q: 3 clusters Score -7956172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7956212.000000 Penalty: 5511.374512
	Iteration 20F: 3 clusters Score -7956212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7956225.000000 Penalty: 5511.374512
	Iteration 21Q: 3 clusters Score -7956225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7956238.500000 Penalty: 5511.374512
	Iteration 22Q: 3 clusters Score -7956238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7956232.000000 Penalty: 5511.374512
	Iteration 23Q: 3 clusters Score -7956232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7956234.500000 Penalty: 5511.374512
	Iteration 24Q: 3 clusters Score -7956234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7956236.000000 Penalty: 5511.374512
	Iteration 25Q: 3 clusters Score -7956236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7956227.000000 Penalty: 5511.374512
	Iteration 26Q: 3 clusters Score -7956227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7956238.000000 Penalty: 5511.374512
	Iteration 27Q: 3 clusters Score -7956238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7956240.000000 Penalty: 5511.374512
	Iteration 28Q: 3 clusters Score -7956240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7956249.500000 Penalty: 5511.374512
	Iteration 29Q: 3 clusters Score -7956250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7956249.500000 Penalty: 5511.374512
	Iteration 30F: 3 clusters Score -7956250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166009 members 
Entering Unmasked Estep 
Score: -20564156.000000 Penalty: 2980.909668
	Iteration 0F: 2 clusters Score -2.056416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -20455490.000000 Penalty: 5961.819336
	Iteration 0F: 3 clusters Score -2.045549e+07 nChanged 79470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -20501830.000000 Penalty: 5961.819336
	Iteration 1F: 3 clusters Score -2.050183e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -20502612.000000 Penalty: 5961.819336
	Iteration 2Q: 3 clusters Score -2.050261e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -20503606.000000 Penalty: 5961.819336
	Iteration 3Q: 3 clusters Score -2.050361e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 83312 members 
Entering Unmasked Estep 
Score: -20504884.000000 Penalty: 5961.819336
	Iteration 4Q: 3 clusters Score -2.050488e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -20506646.000000 Penalty: 5961.819336
	Iteration 5Q: 3 clusters Score -2.050665e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -20509286.000000 Penalty: 5961.819336
	Iteration 6Q: 3 clusters Score -2.050929e+07 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -20513914.000000 Penalty: 5961.819336
	Iteration 7Q: 3 clusters Score -2.051391e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -20520618.000000 Penalty: 5961.819336
	Iteration 8F: 3 clusters Score -2.052062e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -20529462.000000 Penalty: 5961.819336
	Iteration 9F: 3 clusters Score -2.052946e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 94373 members 
Entering Unmasked Estep 
Score: -20537190.000000 Penalty: 5961.819336
	Iteration 10F: 3 clusters Score -2.053719e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -20540590.000000 Penalty: 5961.819336
	Iteration 11Q: 3 clusters Score -2.054059e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -20541958.000000 Penalty: 5961.819336
	Iteration 12Q: 3 clusters Score -2.054196e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 100288 members 
Entering Unmasked Estep 
Score: -20542768.000000 Penalty: 5961.819336
	Iteration 13Q: 3 clusters Score -2.054277e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -20543544.000000 Penalty: 5961.819336
	Iteration 14Q: 3 clusters Score -2.054354e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -20544236.000000 Penalty: 5961.819336
	Iteration 15Q: 3 clusters Score -2.054424e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -20545026.000000 Penalty: 5961.819336
	Iteration 16Q: 3 clusters Score -2.054503e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 107919 members 
Entering Unmasked Estep 
Score: -20545680.000000 Penalty: 5961.819336
	Iteration 17Q: 3 clusters Score -2.054568e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 109819 members 
Entering Unmasked Estep 
Score: -20546376.000000 Penalty: 5961.819336
	Iteration 18Q: 3 clusters Score -2.054638e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -20546982.000000 Penalty: 5961.819336
	Iteration 19Q: 3 clusters Score -2.054698e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 113714 members 
Entering Unmasked Estep 
Score: -20547542.000000 Penalty: 5961.819336
	Iteration 20F: 3 clusters Score -2.054754e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -20548402.000000 Penalty: 5961.819336
	Iteration 21Q: 3 clusters Score -2.05484e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 117773 members 
Entering Unmasked Estep 
Score: -20549084.000000 Penalty: 5961.819336
	Iteration 22Q: 3 clusters Score -2.054908e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 119896 members 
Entering Unmasked Estep 
Score: -20549870.000000 Penalty: 5961.819336
	Iteration 23Q: 3 clusters Score -2.054987e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 122093 members 
Entering Unmasked Estep 
Score: -20550548.000000 Penalty: 5961.819336
	Iteration 24Q: 3 clusters Score -2.055055e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -20551262.000000 Penalty: 5961.819336
	Iteration 25Q: 3 clusters Score -2.055126e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 126503 members 
Entering Unmasked Estep 
Score: -20551998.000000 Penalty: 5961.819336
	Iteration 26Q: 3 clusters Score -2.0552e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 128700 members 
Entering Unmasked Estep 
Score: -20552706.000000 Penalty: 5961.819336
	Iteration 27Q: 3 clusters Score -2.055271e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 130927 members 
Entering Unmasked Estep 
Score: -20553446.000000 Penalty: 5961.819336
	Iteration 28Q: 3 clusters Score -2.055345e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 133152 members 
Entering Unmasked Estep 
Score: -20554146.000000 Penalty: 5961.819336
	Iteration 29Q: 3 clusters Score -2.055415e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 135379 members 
Entering Unmasked Estep 
Score: -20554926.000000 Penalty: 5961.819336
	Iteration 30Q: 3 clusters Score -2.055493e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -20555572.000000 Penalty: 5961.819336
	Iteration 31Q: 3 clusters Score -2.055557e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 139696 members 
Entering Unmasked Estep 
Score: -20556214.000000 Penalty: 5961.819336
	Iteration 32Q: 3 clusters Score -2.055621e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 141816 members 
Entering Unmasked Estep 
Score: -20557116.000000 Penalty: 5961.819336
	Iteration 33Q: 3 clusters Score -2.055712e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 143867 members 
Entering Unmasked Estep 
Score: -20557706.000000 Penalty: 5961.819336
	Iteration 34Q: 3 clusters Score -2.055771e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 145911 members 
Entering Unmasked Estep 
Score: -20558556.000000 Penalty: 5961.819336
	Iteration 35Q: 3 clusters Score -2.055856e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 147877 members 
Entering Unmasked Estep 
Score: -20559262.000000 Penalty: 5961.819336
	Iteration 36Q: 3 clusters Score -2.055926e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -20560010.000000 Penalty: 5961.819336
	Iteration 37Q: 3 clusters Score -2.056001e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 151468 members 
Entering Unmasked Estep 
Score: -20560592.000000 Penalty: 5961.819336
	Iteration 38Q: 3 clusters Score -2.056059e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -20561174.000000 Penalty: 5961.819336
	Iteration 39Q: 3 clusters Score -2.056117e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -20561836.000000 Penalty: 5961.819336
	Iteration 40F: 3 clusters Score -2.056184e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 155933 members 
Entering Unmasked Estep 
Score: -20562376.000000 Penalty: 5961.819336
	Iteration 41Q: 3 clusters Score -2.056238e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 157260 members 
Entering Unmasked Estep 
Score: -20562862.000000 Penalty: 5961.819336
	Iteration 42Q: 3 clusters Score -2.056286e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 158384 members 
Entering Unmasked Estep 
Score: -20563266.000000 Penalty: 5961.819336
	Iteration 43Q: 3 clusters Score -2.056327e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -20563506.000000 Penalty: 5961.819336
	Iteration 44Q: 3 clusters Score -2.056351e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -20563714.000000 Penalty: 5961.819336
	Iteration 45Q: 3 clusters Score -2.056371e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 160787 members 
Entering Unmasked Estep 
Score: -20563804.000000 Penalty: 5961.819336
	Iteration 46Q: 3 clusters Score -2.05638e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -20563978.000000 Penalty: 5961.819336
	Iteration 47Q: 3 clusters Score -2.056398e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -20564048.000000 Penalty: 5961.819336
	Iteration 48Q: 3 clusters Score -2.056405e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -20564058.000000 Penalty: 5961.819336
	Iteration 49Q: 3 clusters Score -2.056406e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 162321 members 
Entering Unmasked Estep 
Score: -20564018.000000 Penalty: 5961.819336
	Iteration 50Q: 3 clusters Score -2.056402e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 162533 members 
Entering Unmasked Estep 
Score: -20564046.000000 Penalty: 5961.819336
	Iteration 51Q: 3 clusters Score -2.056405e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 162726 members 
Entering Unmasked Estep 
Score: -20563996.000000 Penalty: 5961.819336
	Iteration 52Q: 3 clusters Score -2.0564e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -20564010.000000 Penalty: 5961.819336
	Iteration 53Q: 3 clusters Score -2.056401e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -20564048.000000 Penalty: 5961.819336
	Iteration 54Q: 3 clusters Score -2.056405e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -20564018.000000 Penalty: 5961.819336
	Iteration 55Q: 3 clusters Score -2.056402e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 163271 members 
Entering Unmasked Estep 
Score: -20563982.000000 Penalty: 5961.819336
	Iteration 56Q: 3 clusters Score -2.056398e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -20564006.000000 Penalty: 5961.819336
	Iteration 57Q: 3 clusters Score -2.056401e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -20564026.000000 Penalty: 5961.819336
	Iteration 58Q: 3 clusters Score -2.056403e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -20563986.000000 Penalty: 5961.819336
	Iteration 59Q: 3 clusters Score -2.056399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -20564018.000000 Penalty: 5961.819336
	Iteration 60F: 3 clusters Score -2.056402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 163554 members 
Entering Unmasked Estep 
Score: -20564038.000000 Penalty: 5961.819336
	Iteration 61Q: 3 clusters Score -2.056404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -20564022.000000 Penalty: 5961.819336
	Iteration 62Q: 3 clusters Score -2.056402e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -20564000.000000 Penalty: 5961.819336
	Iteration 63Q: 3 clusters Score -2.0564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -20563990.000000 Penalty: 5961.819336
	Iteration 64Q: 3 clusters Score -2.056399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -20563964.000000 Penalty: 5961.819336
	Iteration 65Q: 3 clusters Score -2.056396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 163684 members 
Entering Unmasked Estep 
Score: -20563954.000000 Penalty: 5961.819336
	Iteration 66Q: 3 clusters Score -2.056395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -20563956.000000 Penalty: 5961.819336
	Iteration 67Q: 3 clusters Score -2.056396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -20563970.000000 Penalty: 5961.819336
	Iteration 68Q: 3 clusters Score -2.056397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -20563974.000000 Penalty: 5961.819336
	Iteration 69Q: 3 clusters Score -2.056397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -20563960.000000 Penalty: 5961.819336
	Iteration 70Q: 3 clusters Score -2.056396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 163717 members 
Entering Unmasked Estep 
Score: -20563952.000000 Penalty: 5961.819336
	Iteration 71Q: 3 clusters Score -2.056395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -20563958.000000 Penalty: 5961.819336
	Iteration 72Q: 3 clusters Score -2.056396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -20563958.000000 Penalty: 5961.819336
	Iteration 73F: 3 clusters Score -2.056396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -332781.437500 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -332781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -329720.968750 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -329721 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330340.500000 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -330340.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -330518.062500 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -330518.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330619.968750 Penalty: 3920.366943
	Iteration 3F: 3 clusters Score -330620 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -330693.625000 Penalty: 3920.366943
	Iteration 4Q: 3 clusters Score -330693.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -330751.250000 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -330751.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -330799.531250 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -330799.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -330835.937500 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -330835.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -330868.062500 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -330868.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -330894.093750 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -330894.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -330911.500000 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -330911.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -330928.437500 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -330928.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -330944.125000 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -330944.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -330957.687500 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -330957.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -330969.500000 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -330969.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -330977.312500 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -330977.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -330984.437500 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -330984.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -330999.531250 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -330999.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -331014.156250 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -331014.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -331034.250000 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -331034.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -331057.750000 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -331057.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -331072.687500 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -331072.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -331085.843750 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -331085.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -331101.625000 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -331101.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -331115.625000 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -331115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -331123.343750 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -331123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -331130.187500 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -331130.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -331141.187500 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -331141.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -331155.500000 Penalty: 3920.366943
	Iteration 28Q: 3 clusters Score -331155.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -331166.968750 Penalty: 3920.366943
	Iteration 29Q: 3 clusters Score -331167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -331172.375000 Penalty: 3920.366943
	Iteration 30Q: 3 clusters Score -331172.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -331178.375000 Penalty: 3920.366943
	Iteration 31Q: 3 clusters Score -331178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -331182.062500 Penalty: 3920.366943
	Iteration 32Q: 3 clusters Score -331182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -331186.031250 Penalty: 3920.366943
	Iteration 33Q: 3 clusters Score -331186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -331189.281250 Penalty: 3920.366943
	Iteration 34Q: 3 clusters Score -331189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -331190.375000 Penalty: 3920.366943
	Iteration 35Q: 3 clusters Score -331190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -331191.281250 Penalty: 3920.366943
	Iteration 36Q: 3 clusters Score -331191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -331191.687500 Penalty: 3920.366943
	Iteration 37Q: 3 clusters Score -331191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -331192.687500 Penalty: 3920.366943
	Iteration 38Q: 3 clusters Score -331192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -331193.843750 Penalty: 3920.366943
	Iteration 39Q: 3 clusters Score -331193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -331194.531250 Penalty: 3920.366943
	Iteration 40F: 3 clusters Score -331194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -331195.625000 Penalty: 3920.366943
	Iteration 41Q: 3 clusters Score -331195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -331195.281250 Penalty: 3920.366943
	Iteration 42Q: 3 clusters Score -331195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -331195.281250 Penalty: 3920.366943
	Iteration 43F: 3 clusters Score -331195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78318.234375 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78318.23 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78515.484375 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78515.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78586.351562 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78586.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78628.515625 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78628.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -78675.898438 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78675.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78757.812500 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78757.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78861.078125 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78861.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78971.187500 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78971.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79146.562500 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -79146.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79221.742188 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -79221.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79266.718750 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -79266.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79307.945312 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -79307.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79327.414062 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -79327.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79336.101562 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -79336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79339.867188 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -79339.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79340.609375 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -79340.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79340.609375 Penalty: 3260.545166
	Iteration 16F: 3 clusters Score -79340.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170894 members 
Entering Unmasked Estep 
Score: -21257892.000000 Penalty: 2988.102051
	Iteration 0F: 2 clusters Score -2.125789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -21147736.000000 Penalty: 5976.204102
	Iteration 0F: 3 clusters Score -2.114774e+07 nChanged 81976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -21196712.000000 Penalty: 5976.204102
	Iteration 1F: 3 clusters Score -2.119671e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -21198668.000000 Penalty: 5976.204102
	Iteration 2Q: 3 clusters Score -2.119867e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -21201768.000000 Penalty: 5976.204102
	Iteration 3Q: 3 clusters Score -2.120177e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -21206276.000000 Penalty: 5976.204102
	Iteration 4F: 3 clusters Score -2.120628e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -21213998.000000 Penalty: 5976.204102
	Iteration 5F: 3 clusters Score -2.1214e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -21224728.000000 Penalty: 5976.204102
	Iteration 6F: 3 clusters Score -2.122473e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -21235396.000000 Penalty: 5976.204102
	Iteration 7F: 3 clusters Score -2.12354e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -21241780.000000 Penalty: 5976.204102
	Iteration 8F: 3 clusters Score -2.124178e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121723 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -21244226.000000 Penalty: 5976.204102
	Iteration 9Q: 3 clusters Score -2.124423e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124435 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -21245614.000000 Penalty: 5976.204102
	Iteration 10Q: 3 clusters Score -2.124561e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126995 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -21246626.000000 Penalty: 5976.204102
	Iteration 11Q: 3 clusters Score -2.124663e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129492 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -21247486.000000 Penalty: 5976.204102
	Iteration 12Q: 3 clusters Score -2.124749e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -21248262.000000 Penalty: 5976.204102
	Iteration 13Q: 3 clusters Score -2.124826e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134145 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -21249086.000000 Penalty: 5976.204102
	Iteration 14Q: 3 clusters Score -2.124909e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136288 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -21249786.000000 Penalty: 5976.204102
	Iteration 15Q: 3 clusters Score -2.124979e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138400 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -21250366.000000 Penalty: 5976.204102
	Iteration 16Q: 3 clusters Score -2.125037e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -21251038.000000 Penalty: 5976.204102
	Iteration 17Q: 3 clusters Score -2.125104e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -21251586.000000 Penalty: 5976.204102
	Iteration 18Q: 3 clusters Score -2.125159e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -21252208.000000 Penalty: 5976.204102
	Iteration 19Q: 3 clusters Score -2.125221e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146416 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -21252848.000000 Penalty: 5976.204102
	Iteration 20F: 3 clusters Score -2.125285e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -21253390.000000 Penalty: 5976.204102
	Iteration 21Q: 3 clusters Score -2.125339e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150308 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -21253960.000000 Penalty: 5976.204102
	Iteration 22Q: 3 clusters Score -2.125396e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152229 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -21254432.000000 Penalty: 5976.204102
	Iteration 23Q: 3 clusters Score -2.125443e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154026 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -21255108.000000 Penalty: 5976.204102
	Iteration 24Q: 3 clusters Score -2.125511e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -21255386.000000 Penalty: 5976.204102
	Iteration 25Q: 3 clusters Score -2.125539e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157367 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -21255712.000000 Penalty: 5976.204102
	Iteration 26Q: 3 clusters Score -2.125571e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -21255866.000000 Penalty: 5976.204102
	Iteration 27Q: 3 clusters Score -2.125587e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -21256134.000000 Penalty: 5976.204102
	Iteration 28Q: 3 clusters Score -2.125613e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161432 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -21256252.000000 Penalty: 5976.204102
	Iteration 29Q: 3 clusters Score -2.125625e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -21256346.000000 Penalty: 5976.204102
	Iteration 30Q: 3 clusters Score -2.125635e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163345 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -21256438.000000 Penalty: 5976.204102
	Iteration 31Q: 3 clusters Score -2.125644e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -21256480.000000 Penalty: 5976.204102
	Iteration 32Q: 3 clusters Score -2.125648e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -21256542.000000 Penalty: 5976.204102
	Iteration 33Q: 3 clusters Score -2.125654e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -21256588.000000 Penalty: 5976.204102
	Iteration 34Q: 3 clusters Score -2.125659e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -21256604.000000 Penalty: 5976.204102
	Iteration 35Q: 3 clusters Score -2.12566e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21256606.000000 Penalty: 5976.204102
	Iteration 36Q: 3 clusters Score -2.125661e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -21256624.000000 Penalty: 5976.204102
	Iteration 37Q: 3 clusters Score -2.125662e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -21256568.000000 Penalty: 5976.204102
	Iteration 38Q: 3 clusters Score -2.125657e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166930 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -21256576.000000 Penalty: 5976.204102
	Iteration 39Q: 3 clusters Score -2.125658e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167139 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -21256564.000000 Penalty: 5976.204102
	Iteration 40F: 3 clusters Score -2.125656e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -21256550.000000 Penalty: 5976.204102
	Iteration 41Q: 3 clusters Score -2.125655e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -21256550.000000 Penalty: 5976.204102
	Iteration 42Q: 3 clusters Score -2.125655e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167538 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21256534.000000 Penalty: 5976.204102
	Iteration 43Q: 3 clusters Score -2.125653e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167610 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21256516.000000 Penalty: 5976.204102
	Iteration 44Q: 3 clusters Score -2.125652e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -21256514.000000 Penalty: 5976.204102
	Iteration 45Q: 3 clusters Score -2.125651e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167715 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -21256532.000000 Penalty: 5976.204102
	Iteration 46Q: 3 clusters Score -2.125653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -21256480.000000 Penalty: 5976.204102
	Iteration 47Q: 3 clusters Score -2.125648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -21256438.000000 Penalty: 5976.204102
	Iteration 48Q: 3 clusters Score -2.125644e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167893 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -21256436.000000 Penalty: 5976.204102
	Iteration 49Q: 3 clusters Score -2.125644e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -21256388.000000 Penalty: 5976.204102
	Iteration 50Q: 3 clusters Score -2.125639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21256420.000000 Penalty: 5976.204102
	Iteration 51Q: 3 clusters Score -2.125642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21256416.000000 Penalty: 5976.204102
	Iteration 52Q: 3 clusters Score -2.125642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21256436.000000 Penalty: 5976.204102
	Iteration 53Q: 3 clusters Score -2.125644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21256452.000000 Penalty: 5976.204102
	Iteration 54Q: 3 clusters Score -2.125645e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -21256460.000000 Penalty: 5976.204102
	Iteration 55Q: 3 clusters Score -2.125646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -21256460.000000 Penalty: 5976.204102
	Iteration 56Q: 3 clusters Score -2.125646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168165 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -21256474.000000 Penalty: 5976.204102
	Iteration 57Q: 3 clusters Score -2.125647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21256484.000000 Penalty: 5976.204102
	Iteration 58Q: 3 clusters Score -2.125648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21256492.000000 Penalty: 5976.204102
	Iteration 59Q: 3 clusters Score -2.125649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168210 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -21256498.000000 Penalty: 5976.204102
	Iteration 60F: 3 clusters Score -2.12565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168222 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21256480.000000 Penalty: 5976.204102
	Iteration 61Q: 3 clusters Score -2.125648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168235 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -21256472.000000 Penalty: 5976.204102
	Iteration 62Q: 3 clusters Score -2.125647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168251 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -21256468.000000 Penalty: 5976.204102
	Iteration 63Q: 3 clusters Score -2.125647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -21256466.000000 Penalty: 5976.204102
	Iteration 64Q: 3 clusters Score -2.125647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21256452.000000 Penalty: 5976.204102
	Iteration 65Q: 3 clusters Score -2.125645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168296 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21256450.000000 Penalty: 5976.204102
	Iteration 66Q: 3 clusters Score -2.125645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168301 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21256430.000000 Penalty: 5976.204102
	Iteration 67Q: 3 clusters Score -2.125643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168312 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21256420.000000 Penalty: 5976.204102
	Iteration 68Q: 3 clusters Score -2.125642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21256442.000000 Penalty: 5976.204102
	Iteration 69Q: 3 clusters Score -2.125644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168321 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21256438.000000 Penalty: 5976.204102
	Iteration 70Q: 3 clusters Score -2.125644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168326 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -21256440.000000 Penalty: 5976.204102
	Iteration 71Q: 3 clusters Score -2.125644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -21256424.000000 Penalty: 5976.204102
	Iteration 72Q: 3 clusters Score -2.125642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168334 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21256428.000000 Penalty: 5976.204102
	Iteration 73Q: 3 clusters Score -2.125643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168339 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21256430.000000 Penalty: 5976.204102
	Iteration 74Q: 3 clusters Score -2.125643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168345 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21256434.000000 Penalty: 5976.204102
	Iteration 75Q: 3 clusters Score -2.125643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21256426.000000 Penalty: 5976.204102
	Iteration 76Q: 3 clusters Score -2.125643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168348 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21256426.000000 Penalty: 5976.204102
	Iteration 77F: 3 clusters Score -2.125643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Entering Unmasked Estep 
Score: -1702386.500000 Penalty: 2368.405518
	Iteration 0F: 2 clusters Score -1702386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1692131.375000 Penalty: 4736.811035
	Iteration 0F: 3 clusters Score -1692131 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1695644.000000 Penalty: 4736.811035
	Iteration 1F: 3 clusters Score -1695644 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1696440.375000 Penalty: 4736.811035
	Iteration 2F: 3 clusters Score -1696440 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1697405.500000 Penalty: 4736.811035
	Iteration 3F: 3 clusters Score -1697406 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1698436.375000 Penalty: 4736.811035
	Iteration 4F: 3 clusters Score -1698436 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1699290.125000 Penalty: 4736.811035
	Iteration 5F: 3 clusters Score -1699290 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1699850.750000 Penalty: 4736.811035
	Iteration 6F: 3 clusters Score -1699851 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1700205.000000 Penalty: 4736.811035
	Iteration 7Q: 3 clusters Score -1700205 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1700434.625000 Penalty: 4736.811035
	Iteration 8Q: 3 clusters Score -1700435 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1700587.000000 Penalty: 4736.811035
	Iteration 9Q: 3 clusters Score -1700587 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1700688.250000 Penalty: 4736.811035
	Iteration 10Q: 3 clusters Score -1700688 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1700764.375000 Penalty: 4736.811035
	Iteration 11Q: 3 clusters Score -1700764 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1700812.875000 Penalty: 4736.811035
	Iteration 12Q: 3 clusters Score -1700813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1700856.125000 Penalty: 4736.811035
	Iteration 13Q: 3 clusters Score -1700856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1700887.750000 Penalty: 4736.811035
	Iteration 14Q: 3 clusters Score -1700888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1700918.125000 Penalty: 4736.811035
	Iteration 15Q: 3 clusters Score -1700918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1700954.875000 Penalty: 4736.811035
	Iteration 16Q: 3 clusters Score -1700955 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1700987.500000 Penalty: 4736.811035
	Iteration 17Q: 3 clusters Score -1700988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1701011.750000 Penalty: 4736.811035
	Iteration 18Q: 3 clusters Score -1701012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1701041.500000 Penalty: 4736.811035
	Iteration 19Q: 3 clusters Score -1701042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1701063.125000 Penalty: 4736.811035
	Iteration 20F: 3 clusters Score -1701063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1701077.750000 Penalty: 4736.811035
	Iteration 21Q: 3 clusters Score -1701078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1701098.375000 Penalty: 4736.811035
	Iteration 22Q: 3 clusters Score -1701098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1701108.125000 Penalty: 4736.811035
	Iteration 23Q: 3 clusters Score -1701108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1701117.625000 Penalty: 4736.811035
	Iteration 24Q: 3 clusters Score -1701118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1701127.000000 Penalty: 4736.811035
	Iteration 25Q: 3 clusters Score -1701127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1701137.250000 Penalty: 4736.811035
	Iteration 26Q: 3 clusters Score -1701137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1701137.875000 Penalty: 4736.811035
	Iteration 27Q: 3 clusters Score -1701138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1701142.750000 Penalty: 4736.811035
	Iteration 28Q: 3 clusters Score -1701143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1701143.875000 Penalty: 4736.811035
	Iteration 29Q: 3 clusters Score -1701144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1701145.625000 Penalty: 4736.811035
	Iteration 30Q: 3 clusters Score -1701146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1701148.000000 Penalty: 4736.811035
	Iteration 31Q: 3 clusters Score -1701148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1701151.875000 Penalty: 4736.811035
	Iteration 32Q: 3 clusters Score -1701152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1701153.875000 Penalty: 4736.811035
	Iteration 33Q: 3 clusters Score -1701154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1701153.625000 Penalty: 4736.811035
	Iteration 34Q: 3 clusters Score -1701154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1701161.000000 Penalty: 4736.811035
	Iteration 35Q: 3 clusters Score -1701161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1701161.375000 Penalty: 4736.811035
	Iteration 36Q: 3 clusters Score -1701161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1701164.500000 Penalty: 4736.811035
	Iteration 37Q: 3 clusters Score -1701164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1701166.500000 Penalty: 4736.811035
	Iteration 38Q: 3 clusters Score -1701166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1701167.000000 Penalty: 4736.811035
	Iteration 39Q: 3 clusters Score -1701167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1701171.625000 Penalty: 4736.811035
	Iteration 40F: 3 clusters Score -1701172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1701171.000000 Penalty: 4736.811035
	Iteration 41Q: 3 clusters Score -1701171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1701168.125000 Penalty: 4736.811035
	Iteration 42Q: 3 clusters Score -1701168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1701168.375000 Penalty: 4736.811035
	Iteration 43Q: 3 clusters Score -1701168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1701170.125000 Penalty: 4736.811035
	Iteration 44Q: 3 clusters Score -1701170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1701171.250000 Penalty: 4736.811035
	Iteration 45Q: 3 clusters Score -1701171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1701171.250000 Penalty: 4736.811035
	Iteration 46F: 3 clusters Score -1701171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -574225.812500 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -574225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -569709.812500 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -569709.8 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -571022.187500 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -571022.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -571392.375000 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -571392.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -571614.312500 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -571614.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -571777.125000 Penalty: 4220.443848
	Iteration 4F: 3 clusters Score -571777.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -571929.750000 Penalty: 4220.443848
	Iteration 5Q: 3 clusters Score -571929.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -572080.562500 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -572080.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -572211.750000 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -572211.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -572322.562500 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -572322.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -572430.375000 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -572430.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -572525.437500 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -572525.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -572594.687500 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -572594.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -572640.000000 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -572640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -572670.500000 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -572670.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -572693.625000 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -572693.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -572714.625000 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -572714.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -572734.687500 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -572734.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -572746.875000 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -572746.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -572762.500000 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -572762.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -572776.812500 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -572776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -572786.125000 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -572786.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -572798.562500 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -572798.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -572805.312500 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -572805.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -572815.812500 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -572815.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -572824.812500 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -572824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -572833.375000 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -572833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -572842.125000 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -572842.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -572849.187500 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -572849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -572854.187500 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -572854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -572857.375000 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -572857.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -572858.375000 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -572858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -572859.437500 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -572859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -572859.812500 Penalty: 4220.443848
	Iteration 32Q: 3 clusters Score -572859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -572860.750000 Penalty: 4220.443848
	Iteration 33Q: 3 clusters Score -572860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -572861.625000 Penalty: 4220.443848
	Iteration 34Q: 3 clusters Score -572861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -572861.687500 Penalty: 4220.443848
	Iteration 35Q: 3 clusters Score -572861.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -572861.687500 Penalty: 4220.443848
	Iteration 36F: 3 clusters Score -572861.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Entering Unmasked Estep 
Score: -11137118.000000 Penalty: 2829.252441
	Iteration 0F: 2 clusters Score -1.113712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -11076706.000000 Penalty: 5658.504883
	Iteration 0F: 3 clusters Score -1.107671e+07 nChanged 42496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -11101141.000000 Penalty: 5658.504883
	Iteration 1F: 3 clusters Score -1.110114e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -11102038.000000 Penalty: 5658.504883
	Iteration 2Q: 3 clusters Score -1.110204e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -11102852.000000 Penalty: 5658.504883
	Iteration 3Q: 3 clusters Score -1.110285e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -11104055.000000 Penalty: 5658.504883
	Iteration 4Q: 3 clusters Score -1.110406e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -11105687.000000 Penalty: 5658.504883
	Iteration 5Q: 3 clusters Score -1.110569e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -11108181.000000 Penalty: 5658.504883
	Iteration 6F: 3 clusters Score -1.110818e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -11112254.000000 Penalty: 5658.504883
	Iteration 7F: 3 clusters Score -1.111225e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -11117211.000000 Penalty: 5658.504883
	Iteration 8F: 3 clusters Score -1.111721e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -11122576.000000 Penalty: 5658.504883
	Iteration 9F: 3 clusters Score -1.112258e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -11125892.000000 Penalty: 5658.504883
	Iteration 10F: 3 clusters Score -1.112589e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -11127268.000000 Penalty: 5658.504883
	Iteration 11Q: 3 clusters Score -1.112727e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -11128044.000000 Penalty: 5658.504883
	Iteration 12Q: 3 clusters Score -1.112804e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -11128637.000000 Penalty: 5658.504883
	Iteration 13Q: 3 clusters Score -1.112864e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -11129193.000000 Penalty: 5658.504883
	Iteration 14Q: 3 clusters Score -1.112919e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -11129750.000000 Penalty: 5658.504883
	Iteration 15Q: 3 clusters Score -1.112975e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -11130238.000000 Penalty: 5658.504883
	Iteration 16Q: 3 clusters Score -1.113024e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74274 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -11130721.000000 Penalty: 5658.504883
	Iteration 17Q: 3 clusters Score -1.113072e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75308 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -11131048.000000 Penalty: 5658.504883
	Iteration 18Q: 3 clusters Score -1.113105e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76256 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -11131293.000000 Penalty: 5658.504883
	Iteration 19Q: 3 clusters Score -1.113129e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -11131624.000000 Penalty: 5658.504883
	Iteration 20F: 3 clusters Score -1.113162e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -11131886.000000 Penalty: 5658.504883
	Iteration 21Q: 3 clusters Score -1.113189e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -11132200.000000 Penalty: 5658.504883
	Iteration 22Q: 3 clusters Score -1.11322e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -11132461.000000 Penalty: 5658.504883
	Iteration 23Q: 3 clusters Score -1.113246e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -11132751.000000 Penalty: 5658.504883
	Iteration 24Q: 3 clusters Score -1.113275e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -11132983.000000 Penalty: 5658.504883
	Iteration 25Q: 3 clusters Score -1.113298e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -11133200.000000 Penalty: 5658.504883
	Iteration 26Q: 3 clusters Score -1.11332e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -11133383.000000 Penalty: 5658.504883
	Iteration 27Q: 3 clusters Score -1.113338e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -11133565.000000 Penalty: 5658.504883
	Iteration 28Q: 3 clusters Score -1.113356e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -11133765.000000 Penalty: 5658.504883
	Iteration 29Q: 3 clusters Score -1.113376e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -11133952.000000 Penalty: 5658.504883
	Iteration 30Q: 3 clusters Score -1.113395e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -11134049.000000 Penalty: 5658.504883
	Iteration 31Q: 3 clusters Score -1.113405e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -11134170.000000 Penalty: 5658.504883
	Iteration 32Q: 3 clusters Score -1.113417e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -11134305.000000 Penalty: 5658.504883
	Iteration 33Q: 3 clusters Score -1.11343e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -11134426.000000 Penalty: 5658.504883
	Iteration 34Q: 3 clusters Score -1.113443e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -11134524.000000 Penalty: 5658.504883
	Iteration 35Q: 3 clusters Score -1.113452e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -11134590.000000 Penalty: 5658.504883
	Iteration 36Q: 3 clusters Score -1.113459e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -11134671.000000 Penalty: 5658.504883
	Iteration 37Q: 3 clusters Score -1.113467e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -11134742.000000 Penalty: 5658.504883
	Iteration 38Q: 3 clusters Score -1.113474e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11134798.000000 Penalty: 5658.504883
	Iteration 39Q: 3 clusters Score -1.11348e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -11134857.000000 Penalty: 5658.504883
	Iteration 40F: 3 clusters Score -1.113486e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11134888.000000 Penalty: 5658.504883
	Iteration 41Q: 3 clusters Score -1.113489e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -11134895.000000 Penalty: 5658.504883
	Iteration 42Q: 3 clusters Score -1.11349e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -11134929.000000 Penalty: 5658.504883
	Iteration 43Q: 3 clusters Score -1.113493e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11134942.000000 Penalty: 5658.504883
	Iteration 44Q: 3 clusters Score -1.113494e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87519 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11134969.000000 Penalty: 5658.504883
	Iteration 45Q: 3 clusters Score -1.113497e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11134981.000000 Penalty: 5658.504883
	Iteration 46Q: 3 clusters Score -1.113498e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -11134977.000000 Penalty: 5658.504883
	Iteration 47Q: 3 clusters Score -1.113498e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -11135017.000000 Penalty: 5658.504883
	Iteration 48Q: 3 clusters Score -1.113502e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11135028.000000 Penalty: 5658.504883
	Iteration 49Q: 3 clusters Score -1.113503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -11135042.000000 Penalty: 5658.504883
	Iteration 50Q: 3 clusters Score -1.113504e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11135057.000000 Penalty: 5658.504883
	Iteration 51Q: 3 clusters Score -1.113506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11135056.000000 Penalty: 5658.504883
	Iteration 52Q: 3 clusters Score -1.113506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11135073.000000 Penalty: 5658.504883
	Iteration 53Q: 3 clusters Score -1.113507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88002 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11135079.000000 Penalty: 5658.504883
	Iteration 54Q: 3 clusters Score -1.113508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11135074.000000 Penalty: 5658.504883
	Iteration 55Q: 3 clusters Score -1.113507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11135097.000000 Penalty: 5658.504883
	Iteration 56Q: 3 clusters Score -1.11351e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11135091.000000 Penalty: 5658.504883
	Iteration 57Q: 3 clusters Score -1.113509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11135103.000000 Penalty: 5658.504883
	Iteration 58Q: 3 clusters Score -1.11351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88090 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11135110.000000 Penalty: 5658.504883
	Iteration 59Q: 3 clusters Score -1.113511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88101 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -11135101.000000 Penalty: 5658.504883
	Iteration 60F: 3 clusters Score -1.11351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -11135099.000000 Penalty: 5658.504883
	Iteration 61Q: 3 clusters Score -1.11351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11135102.000000 Penalty: 5658.504883
	Iteration 62Q: 3 clusters Score -1.11351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11135102.000000 Penalty: 5658.504883
	Iteration 63Q: 3 clusters Score -1.11351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -11135094.000000 Penalty: 5658.504883
	Iteration 64Q: 3 clusters Score -1.113509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11135100.000000 Penalty: 5658.504883
	Iteration 65Q: 3 clusters Score -1.11351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11135099.000000 Penalty: 5658.504883
	Iteration 66Q: 3 clusters Score -1.11351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11135099.000000 Penalty: 5658.504883
	Iteration 67F: 3 clusters Score -1.11351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Entering Unmasked Estep 
Score: -3305755.250000 Penalty: 2543.019043
	Iteration 0F: 2 clusters Score -3305755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3286157.000000 Penalty: 5086.038086
	Iteration 0F: 3 clusters Score -3286157 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3293063.500000 Penalty: 5086.038086
	Iteration 1F: 3 clusters Score -3293064 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3293642.000000 Penalty: 5086.038086
	Iteration 2F: 3 clusters Score -3293642 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3294167.750000 Penalty: 5086.038086
	Iteration 3Q: 3 clusters Score -3294168 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3294588.500000 Penalty: 5086.038086
	Iteration 4Q: 3 clusters Score -3294588 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3295029.500000 Penalty: 5086.038086
	Iteration 5Q: 3 clusters Score -3295030 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3295436.000000 Penalty: 5086.038086
	Iteration 6Q: 3 clusters Score -3295436 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3295855.250000 Penalty: 5086.038086
	Iteration 7Q: 3 clusters Score -3295855 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3296295.250000 Penalty: 5086.038086
	Iteration 8Q: 3 clusters Score -3296295 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3296852.250000 Penalty: 5086.038086
	Iteration 9Q: 3 clusters Score -3296852 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -3297466.750000 Penalty: 5086.038086
	Iteration 10Q: 3 clusters Score -3297467 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -3298061.750000 Penalty: 5086.038086
	Iteration 11Q: 3 clusters Score -3298062 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3298634.250000 Penalty: 5086.038086
	Iteration 12Q: 3 clusters Score -3298634 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3299194.500000 Penalty: 5086.038086
	Iteration 13Q: 3 clusters Score -3299194 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -3299678.750000 Penalty: 5086.038086
	Iteration 14Q: 3 clusters Score -3299679 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3300108.000000 Penalty: 5086.038086
	Iteration 15Q: 3 clusters Score -3300108 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3300479.000000 Penalty: 5086.038086
	Iteration 16Q: 3 clusters Score -3300479 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3300794.500000 Penalty: 5086.038086
	Iteration 17Q: 3 clusters Score -3300794 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3301041.750000 Penalty: 5086.038086
	Iteration 18Q: 3 clusters Score -3301042 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3301271.000000 Penalty: 5086.038086
	Iteration 19Q: 3 clusters Score -3301271 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -3301432.500000 Penalty: 5086.038086
	Iteration 20F: 3 clusters Score -3301432 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3301582.500000 Penalty: 5086.038086
	Iteration 21Q: 3 clusters Score -3301582 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3301725.000000 Penalty: 5086.038086
	Iteration 22Q: 3 clusters Score -3301725 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3301846.500000 Penalty: 5086.038086
	Iteration 23Q: 3 clusters Score -3301846 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3301957.250000 Penalty: 5086.038086
	Iteration 24Q: 3 clusters Score -3301957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3302050.750000 Penalty: 5086.038086
	Iteration 25Q: 3 clusters Score -3302051 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3302140.000000 Penalty: 5086.038086
	Iteration 26Q: 3 clusters Score -3302140 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3302236.500000 Penalty: 5086.038086
	Iteration 27Q: 3 clusters Score -3302236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3302301.000000 Penalty: 5086.038086
	Iteration 28Q: 3 clusters Score -3302301 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3302367.250000 Penalty: 5086.038086
	Iteration 29Q: 3 clusters Score -3302367 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3302429.250000 Penalty: 5086.038086
	Iteration 30Q: 3 clusters Score -3302429 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3302481.250000 Penalty: 5086.038086
	Iteration 31Q: 3 clusters Score -3302481 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3302557.750000 Penalty: 5086.038086
	Iteration 32Q: 3 clusters Score -3302558 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -3302602.000000 Penalty: 5086.038086
	Iteration 33Q: 3 clusters Score -3302602 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3302649.000000 Penalty: 5086.038086
	Iteration 34Q: 3 clusters Score -3302649 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3302698.500000 Penalty: 5086.038086
	Iteration 35Q: 3 clusters Score -3302698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3302750.750000 Penalty: 5086.038086
	Iteration 36Q: 3 clusters Score -3302751 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3302819.000000 Penalty: 5086.038086
	Iteration 37Q: 3 clusters Score -3302819 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3302872.750000 Penalty: 5086.038086
	Iteration 38Q: 3 clusters Score -3302873 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3302927.750000 Penalty: 5086.038086
	Iteration 39Q: 3 clusters Score -3302928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3302973.750000 Penalty: 5086.038086
	Iteration 40F: 3 clusters Score -3302974 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3303030.500000 Penalty: 5086.038086
	Iteration 41Q: 3 clusters Score -3303030 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3303094.250000 Penalty: 5086.038086
	Iteration 42Q: 3 clusters Score -3303094 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3303149.500000 Penalty: 5086.038086
	Iteration 43Q: 3 clusters Score -3303150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3303206.750000 Penalty: 5086.038086
	Iteration 44Q: 3 clusters Score -3303207 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3303247.250000 Penalty: 5086.038086
	Iteration 45Q: 3 clusters Score -3303247 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3303289.000000 Penalty: 5086.038086
	Iteration 46Q: 3 clusters Score -3303289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3303342.500000 Penalty: 5086.038086
	Iteration 47Q: 3 clusters Score -3303342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3303403.750000 Penalty: 5086.038086
	Iteration 48Q: 3 clusters Score -3303404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3303430.500000 Penalty: 5086.038086
	Iteration 49Q: 3 clusters Score -3303430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3303468.000000 Penalty: 5086.038086
	Iteration 50Q: 3 clusters Score -3303468 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3303488.000000 Penalty: 5086.038086
	Iteration 51Q: 3 clusters Score -3303488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3303515.750000 Penalty: 5086.038086
	Iteration 52Q: 3 clusters Score -3303516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3303528.500000 Penalty: 5086.038086
	Iteration 53Q: 3 clusters Score -3303528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3303536.000000 Penalty: 5086.038086
	Iteration 54Q: 3 clusters Score -3303536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3303544.750000 Penalty: 5086.038086
	Iteration 55Q: 3 clusters Score -3303545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3303554.000000 Penalty: 5086.038086
	Iteration 56Q: 3 clusters Score -3303554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3303558.750000 Penalty: 5086.038086
	Iteration 57Q: 3 clusters Score -3303559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3303567.750000 Penalty: 5086.038086
	Iteration 58Q: 3 clusters Score -3303568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3303579.500000 Penalty: 5086.038086
	Iteration 59Q: 3 clusters Score -3303580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3303585.250000 Penalty: 5086.038086
	Iteration 60F: 3 clusters Score -3303585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3303589.250000 Penalty: 5086.038086
	Iteration 61Q: 3 clusters Score -3303589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3303601.250000 Penalty: 5086.038086
	Iteration 62Q: 3 clusters Score -3303601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3303607.500000 Penalty: 5086.038086
	Iteration 63Q: 3 clusters Score -3303608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3303618.500000 Penalty: 5086.038086
	Iteration 64Q: 3 clusters Score -3303618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3303635.000000 Penalty: 5086.038086
	Iteration 65Q: 3 clusters Score -3303635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3303631.000000 Penalty: 5086.038086
	Iteration 66Q: 3 clusters Score -3303631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3303653.750000 Penalty: 5086.038086
	Iteration 67Q: 3 clusters Score -3303654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3303662.000000 Penalty: 5086.038086
	Iteration 68Q: 3 clusters Score -3303662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3303676.500000 Penalty: 5086.038086
	Iteration 69Q: 3 clusters Score -3303676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3303685.250000 Penalty: 5086.038086
	Iteration 70Q: 3 clusters Score -3303685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3303686.750000 Penalty: 5086.038086
	Iteration 71Q: 3 clusters Score -3303687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3303700.500000 Penalty: 5086.038086
	Iteration 72Q: 3 clusters Score -3303700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3303700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3303702.750000 Penalty: 5086.038086
	Iteration 74Q: 3 clusters Score -3303703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3303704.500000 Penalty: 5086.038086
	Iteration 75Q: 3 clusters Score -3303704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3303707.250000 Penalty: 5086.038086
	Iteration 76Q: 3 clusters Score -3303707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3303706.000000 Penalty: 5086.038086
	Iteration 77Q: 3 clusters Score -3303706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3303705.000000 Penalty: 5086.038086
	Iteration 78Q: 3 clusters Score -3303705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3303705.750000 Penalty: 5086.038086
	Iteration 79Q: 3 clusters Score -3303706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3303705.000000 Penalty: 5086.038086
	Iteration 80F: 3 clusters Score -3303705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3303705.000000 Penalty: 5086.038086
	Iteration 81Q: 3 clusters Score -3303705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3303707.750000 Penalty: 5086.038086
	Iteration 82Q: 3 clusters Score -3303708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3303711.750000 Penalty: 5086.038086
	Iteration 83Q: 3 clusters Score -3303712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3303712.000000 Penalty: 5086.038086
	Iteration 84Q: 3 clusters Score -3303712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3303713.750000 Penalty: 5086.038086
	Iteration 85Q: 3 clusters Score -3303714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -3303717.000000 Penalty: 5086.038086
	Iteration 86Q: 3 clusters Score -3303717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -3303715.500000 Penalty: 5086.038086
	Iteration 87Q: 3 clusters Score -3303716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3303722.750000 Penalty: 5086.038086
	Iteration 88Q: 3 clusters Score -3303723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -3303721.750000 Penalty: 5086.038086
	Iteration 89Q: 3 clusters Score -3303722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3303720.500000 Penalty: 5086.038086
	Iteration 90Q: 3 clusters Score -3303720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3303716.750000 Penalty: 5086.038086
	Iteration 91Q: 3 clusters Score -3303717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3303719.000000 Penalty: 5086.038086
	Iteration 92Q: 3 clusters Score -3303719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3303718.500000 Penalty: 5086.038086
	Iteration 93Q: 3 clusters Score -3303718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3303726.750000 Penalty: 5086.038086
	Iteration 94Q: 3 clusters Score -3303727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3303727.500000 Penalty: 5086.038086
	Iteration 95Q: 3 clusters Score -3303728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3303729.500000 Penalty: 5086.038086
	Iteration 96Q: 3 clusters Score -3303730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3303727.750000 Penalty: 5086.038086
	Iteration 97Q: 3 clusters Score -3303728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3303732.250000 Penalty: 5086.038086
	Iteration 98Q: 3 clusters Score -3303732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3303735.000000 Penalty: 5086.038086
	Iteration 99Q: 3 clusters Score -3303735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3303734.500000 Penalty: 5086.038086
	Iteration 100F: 3 clusters Score -3303734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3303734.250000 Penalty: 5086.038086
	Iteration 101Q: 3 clusters Score -3303734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3303735.500000 Penalty: 5086.038086
	Iteration 102Q: 3 clusters Score -3303736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3303734.250000 Penalty: 5086.038086
	Iteration 103Q: 3 clusters Score -3303734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3303742.750000 Penalty: 5086.038086
	Iteration 104Q: 3 clusters Score -3303743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3303743.250000 Penalty: 5086.038086
	Iteration 105Q: 3 clusters Score -3303743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3303738.500000 Penalty: 5086.038086
	Iteration 106Q: 3 clusters Score -3303738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3303746.500000 Penalty: 5086.038086
	Iteration 107Q: 3 clusters Score -3303746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3303748.750000 Penalty: 5086.038086
	Iteration 108Q: 3 clusters Score -3303749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3303752.250000 Penalty: 5086.038086
	Iteration 109Q: 3 clusters Score -3303752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3303753.000000 Penalty: 5086.038086
	Iteration 110Q: 3 clusters Score -3303753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3303760.500000 Penalty: 5086.038086
	Iteration 111Q: 3 clusters Score -3303760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3303766.750000 Penalty: 5086.038086
	Iteration 112Q: 3 clusters Score -3303767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3303770.500000 Penalty: 5086.038086
	Iteration 113Q: 3 clusters Score -3303770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3303768.500000 Penalty: 5086.038086
	Iteration 114Q: 3 clusters Score -3303768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3303769.250000 Penalty: 5086.038086
	Iteration 115Q: 3 clusters Score -3303769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3303769.750000 Penalty: 5086.038086
	Iteration 116Q: 3 clusters Score -3303770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3303775.500000 Penalty: 5086.038086
	Iteration 117Q: 3 clusters Score -3303776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3303775.750000 Penalty: 5086.038086
	Iteration 118Q: 3 clusters Score -3303776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3303779.000000 Penalty: 5086.038086
	Iteration 119Q: 3 clusters Score -3303779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3303776.250000 Penalty: 5086.038086
	Iteration 120F: 3 clusters Score -3303776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3303782.500000 Penalty: 5086.038086
	Iteration 121Q: 3 clusters Score -3303782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3303782.250000 Penalty: 5086.038086
	Iteration 122Q: 3 clusters Score -3303782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -3303787.000000 Penalty: 5086.038086
	Iteration 123Q: 3 clusters Score -3303787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3303788.750000 Penalty: 5086.038086
	Iteration 124Q: 3 clusters Score -3303789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3303789.000000 Penalty: 5086.038086
	Iteration 125Q: 3 clusters Score -3303789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3303789.000000 Penalty: 5086.038086
	Iteration 126F: 3 clusters Score -3303789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Entering Unmasked Estep 
Score: -2016458.125000 Penalty: 2407.121094
	Iteration 0F: 2 clusters Score -2016458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2004734.375000 Penalty: 4814.242188
	Iteration 0F: 3 clusters Score -2004734 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2008332.750000 Penalty: 4814.242188
	Iteration 1F: 3 clusters Score -2008333 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2008729.250000 Penalty: 4814.242188
	Iteration 2F: 3 clusters Score -2008729 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2009075.750000 Penalty: 4814.242188
	Iteration 3F: 3 clusters Score -2009076 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2009461.125000 Penalty: 4814.242188
	Iteration 4Q: 3 clusters Score -2009461 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2009977.375000 Penalty: 4814.242188
	Iteration 5F: 3 clusters Score -2009977 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2010644.375000 Penalty: 4814.242188
	Iteration 6F: 3 clusters Score -2010644 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2011469.375000 Penalty: 4814.242188
	Iteration 7F: 3 clusters Score -2011469 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2012373.625000 Penalty: 4814.242188
	Iteration 8F: 3 clusters Score -2012374 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2013128.250000 Penalty: 4814.242188
	Iteration 9F: 3 clusters Score -2013128 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2013668.625000 Penalty: 4814.242188
	Iteration 10Q: 3 clusters Score -2013669 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2013963.875000 Penalty: 4814.242188
	Iteration 11Q: 3 clusters Score -2013964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2014130.500000 Penalty: 4814.242188
	Iteration 12Q: 3 clusters Score -2014130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2014210.875000 Penalty: 4814.242188
	Iteration 13Q: 3 clusters Score -2014211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2014260.500000 Penalty: 4814.242188
	Iteration 14Q: 3 clusters Score -2014260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2014297.375000 Penalty: 4814.242188
	Iteration 15Q: 3 clusters Score -2014297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2014321.125000 Penalty: 4814.242188
	Iteration 16Q: 3 clusters Score -2014321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2014330.625000 Penalty: 4814.242188
	Iteration 17Q: 3 clusters Score -2014331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2014338.375000 Penalty: 4814.242188
	Iteration 18Q: 3 clusters Score -2014338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2014339.500000 Penalty: 4814.242188
	Iteration 19Q: 3 clusters Score -2014340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2014349.375000 Penalty: 4814.242188
	Iteration 20F: 3 clusters Score -2014349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2014358.625000 Penalty: 4814.242188
	Iteration 21Q: 3 clusters Score -2014359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2014359.625000 Penalty: 4814.242188
	Iteration 22Q: 3 clusters Score -2014360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2014363.750000 Penalty: 4814.242188
	Iteration 23Q: 3 clusters Score -2014364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2014368.750000 Penalty: 4814.242188
	Iteration 24Q: 3 clusters Score -2014369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2014369.125000 Penalty: 4814.242188
	Iteration 25Q: 3 clusters Score -2014369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2014369.125000 Penalty: 4814.242188
	Iteration 26F: 3 clusters Score -2014369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162259 members 
Entering Unmasked Estep 
Score: -19884128.000000 Penalty: 2975.243408
	Iteration 0F: 2 clusters Score -1.988413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80816 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -19777300.000000 Penalty: 5950.486816
	Iteration 0F: 3 clusters Score -1.97773e+07 nChanged 77511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -19822340.000000 Penalty: 5950.486816
	Iteration 1F: 3 clusters Score -1.982234e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -19823480.000000 Penalty: 5950.486816
	Iteration 2Q: 3 clusters Score -1.982348e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -19825206.000000 Penalty: 5950.486816
	Iteration 3Q: 3 clusters Score -1.982521e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -19828370.000000 Penalty: 5950.486816
	Iteration 4Q: 3 clusters Score -1.982837e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -19834130.000000 Penalty: 5950.486816
	Iteration 5F: 3 clusters Score -1.983413e+07 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -19844510.000000 Penalty: 5950.486816
	Iteration 6F: 3 clusters Score -1.984451e+07 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -19859588.000000 Penalty: 5950.486816
	Iteration 7F: 3 clusters Score -1.985959e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -19873276.000000 Penalty: 5950.486816
	Iteration 8F: 3 clusters Score -1.987328e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -19879306.000000 Penalty: 5950.486816
	Iteration 9Q: 3 clusters Score -1.987931e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -19881012.000000 Penalty: 5950.486816
	Iteration 10Q: 3 clusters Score -1.988101e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 161857 members 
Entering Unmasked Estep 
Score: -19881344.000000 Penalty: 5950.486816
	Iteration 11Q: 3 clusters Score -1.988134e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 161976 members 
Entering Unmasked Estep 
Score: -19881448.000000 Penalty: 5950.486816
	Iteration 12Q: 3 clusters Score -1.988145e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -19881542.000000 Penalty: 5950.486816
	Iteration 13Q: 3 clusters Score -1.988154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 162015 members 
Entering Unmasked Estep 
Score: -19881572.000000 Penalty: 5950.486816
	Iteration 14Q: 3 clusters Score -1.988157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -19881596.000000 Penalty: 5950.486816
	Iteration 15Q: 3 clusters Score -1.98816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 162021 members 
Entering Unmasked Estep 
Score: -19881588.000000 Penalty: 5950.486816
	Iteration 16Q: 3 clusters Score -1.988159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -19881582.000000 Penalty: 5950.486816
	Iteration 17Q: 3 clusters Score -1.988158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162022 members 
Entering Unmasked Estep 
Score: -19881586.000000 Penalty: 5950.486816
	Iteration 18Q: 3 clusters Score -1.988159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 162024 members 
Entering Unmasked Estep 
Score: -19881588.000000 Penalty: 5950.486816
	Iteration 19Q: 3 clusters Score -1.988159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -19881598.000000 Penalty: 5950.486816
	Iteration 20F: 3 clusters Score -1.98816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127348.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127348.5 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 556 members 
Entering Unmasked Estep 
Score: -125303.890625 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125303.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125600.476562 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125600.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125668.750000 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125668.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125700.820312 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125700.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125729.335938 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125729.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125752.664062 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125752.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125787.625000 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125787.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125831.164062 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125831.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125888.000000 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125970.281250 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125970.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126039.960938 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -126040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -126109.718750 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -126109.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126173.812500 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -126173.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126216.226562 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -126216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126273.492188 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -126273.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126333.398438 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -126333.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126367.007812 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -126367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126389.750000 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -126389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -126405.414062 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -126405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126417.375000 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -126417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -126429.976562 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -126430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -126441.640625 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -126441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -126450.531250 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -126450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -126460.187500 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -126460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -126467.039062 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -126467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -126471.195312 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -126471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126475.710938 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -126475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126480.468750 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -126480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126481.078125 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -126481.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -126481.078125 Penalty: 3482.900391
	Iteration 29F: 3 clusters Score -126481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Entering Unmasked Estep 
Score: -1609603.375000 Penalty: 2349.631104
	Iteration 0F: 2 clusters Score -1609603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1599988.500000 Penalty: 4699.262207
	Iteration 0F: 3 clusters Score -1599988 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1602836.000000 Penalty: 4699.262207
	Iteration 1F: 3 clusters Score -1602836 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1603096.375000 Penalty: 4699.262207
	Iteration 2F: 3 clusters Score -1603096 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1603294.125000 Penalty: 4699.262207
	Iteration 3Q: 3 clusters Score -1603294 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1603444.875000 Penalty: 4699.262207
	Iteration 4Q: 3 clusters Score -1603445 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1603576.750000 Penalty: 4699.262207
	Iteration 5Q: 3 clusters Score -1603577 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1603685.000000 Penalty: 4699.262207
	Iteration 6Q: 3 clusters Score -1603685 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1603789.625000 Penalty: 4699.262207
	Iteration 7Q: 3 clusters Score -1603790 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1603886.250000 Penalty: 4699.262207
	Iteration 8Q: 3 clusters Score -1603886 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1604007.000000 Penalty: 4699.262207
	Iteration 9Q: 3 clusters Score -1604007 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1604156.375000 Penalty: 4699.262207
	Iteration 10Q: 3 clusters Score -1604156 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1604324.500000 Penalty: 4699.262207
	Iteration 11Q: 3 clusters Score -1604324 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1604549.500000 Penalty: 4699.262207
	Iteration 12Q: 3 clusters Score -1604550 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1604840.625000 Penalty: 4699.262207
	Iteration 13Q: 3 clusters Score -1604841 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1605216.125000 Penalty: 4699.262207
	Iteration 14Q: 3 clusters Score -1605216 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1605686.500000 Penalty: 4699.262207
	Iteration 15Q: 3 clusters Score -1605686 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1606176.875000 Penalty: 4699.262207
	Iteration 16Q: 3 clusters Score -1606177 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1606605.500000 Penalty: 4699.262207
	Iteration 17Q: 3 clusters Score -1606606 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1606943.750000 Penalty: 4699.262207
	Iteration 18Q: 3 clusters Score -1606944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1607196.375000 Penalty: 4699.262207
	Iteration 19Q: 3 clusters Score -1607196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1607364.250000 Penalty: 4699.262207
	Iteration 20F: 3 clusters Score -1607364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1607434.250000 Penalty: 4699.262207
	Iteration 21Q: 3 clusters Score -1607434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1607485.250000 Penalty: 4699.262207
	Iteration 22Q: 3 clusters Score -1607485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1607505.125000 Penalty: 4699.262207
	Iteration 23Q: 3 clusters Score -1607505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1607524.750000 Penalty: 4699.262207
	Iteration 24Q: 3 clusters Score -1607525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1607537.875000 Penalty: 4699.262207
	Iteration 25Q: 3 clusters Score -1607538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1607541.000000 Penalty: 4699.262207
	Iteration 26Q: 3 clusters Score -1607541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1607551.375000 Penalty: 4699.262207
	Iteration 27Q: 3 clusters Score -1607551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1607565.375000 Penalty: 4699.262207
	Iteration 28Q: 3 clusters Score -1607565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1607568.125000 Penalty: 4699.262207
	Iteration 29Q: 3 clusters Score -1607568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1607570.750000 Penalty: 4699.262207
	Iteration 30Q: 3 clusters Score -1607571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1607571.875000 Penalty: 4699.262207
	Iteration 31Q: 3 clusters Score -1607572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1607572.500000 Penalty: 4699.262207
	Iteration 32Q: 3 clusters Score -1607572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1607572.500000 Penalty: 4699.262207
	Iteration 33F: 3 clusters Score -1607572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171540 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142231 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194293 members 
Mstep: Class 13 contains 66946 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170894 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90064 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 162259 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 439Q: 26 clusters Score -1.946803e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75727 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185391 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171540 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142229 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194297 members 
Mstep: Class 13 contains 66946 members 
Mstep: Class 14 contains 166010 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170891 members 
Mstep: Class 18 contains 14045 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90063 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162258 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680240.000000 Penalty: 88616.031250
Iteration 440F: 26 clusters Score -1.946802e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75728 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171540 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194301 members 
Mstep: Class 13 contains 66947 members 
Mstep: Class 14 contains 166010 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170888 members 
Mstep: Class 18 contains 14046 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90063 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162254 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680272.000000 Penalty: 88616.031250
Iteration 441Q: 26 clusters Score -1.946803e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 75729 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171539 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194298 members 
Mstep: Class 13 contains 66947 members 
Mstep: Class 14 contains 166011 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90063 members 
Mstep: Class 21 contains 28404 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162253 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 442Q: 26 clusters Score -1.946803e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 75729 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185396 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171540 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142227 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194291 members 
Mstep: Class 13 contains 66947 members 
Mstep: Class 14 contains 166011 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170888 members 
Mstep: Class 18 contains 14048 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90064 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162251 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680368.000000 Penalty: 88616.031250
Iteration 443Q: 26 clusters Score -1.946804e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1354 members 
Mstep: Class 6 contains 171544 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194287 members 
Mstep: Class 13 contains 66949 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170887 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90065 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162250 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 444Q: 26 clusters Score -1.946803e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185397 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171541 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194289 members 
Mstep: Class 13 contains 66949 members 
Mstep: Class 14 contains 166007 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90066 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162251 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 445Q: 26 clusters Score -1.946803e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185395 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171542 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194290 members 
Mstep: Class 13 contains 66949 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170886 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90067 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162249 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 446Q: 26 clusters Score -1.946803e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194291 members 
Mstep: Class 13 contains 66949 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170888 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90067 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162246 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 447Q: 26 clusters Score -1.946803e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185394 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194290 members 
Mstep: Class 13 contains 66950 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170889 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90067 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680336.000000 Penalty: 88616.031250
Iteration 448Q: 26 clusters Score -1.946803e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171543 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194289 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90068 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680320.000000 Penalty: 88616.031250
Iteration 449Q: 26 clusters Score -1.946803e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171544 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194286 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90069 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680288.000000 Penalty: 88616.031250
Iteration 450Q: 26 clusters Score -1.946803e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90068 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 451Q: 26 clusters Score -1.946803e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90068 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680304.000000 Penalty: 88616.031250
Iteration 452F: 26 clusters Score -1.946803e+08 nChanged 0
Entering ConstructFrom: 
Score: -194680304.000000 Penalty: 88616.031250
Entering ConstructFrom: 
Trying to split cluster 1 (35797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Entering Unmasked Estep 
Score: -4406086.000000 Penalty: 2600.433594
	Iteration 0F: 2 clusters Score -4406086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4381631.000000 Penalty: 5200.867188
	Iteration 0F: 3 clusters Score -4381631 nChanged 16370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4390488.500000 Penalty: 5200.867188
	Iteration 1F: 3 clusters Score -4390488 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4390956.500000 Penalty: 5200.867188
	Iteration 2Q: 3 clusters Score -4390956 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4391487.500000 Penalty: 5200.867188
	Iteration 3Q: 3 clusters Score -4391488 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4392188.000000 Penalty: 5200.867188
	Iteration 4Q: 3 clusters Score -4392188 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4393098.000000 Penalty: 5200.867188
	Iteration 5Q: 3 clusters Score -4393098 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4394412.500000 Penalty: 5200.867188
	Iteration 6F: 3 clusters Score -4394412 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4396249.500000 Penalty: 5200.867188
	Iteration 7F: 3 clusters Score -4396250 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4398576.500000 Penalty: 5200.867188
	Iteration 8F: 3 clusters Score -4398576 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4400719.000000 Penalty: 5200.867188
	Iteration 9F: 3 clusters Score -4400719 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4402215.000000 Penalty: 5200.867188
	Iteration 10Q: 3 clusters Score -4402215 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4402989.000000 Penalty: 5200.867188
	Iteration 11Q: 3 clusters Score -4402989 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4403396.000000 Penalty: 5200.867188
	Iteration 12Q: 3 clusters Score -4403396 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4403557.000000 Penalty: 5200.867188
	Iteration 13Q: 3 clusters Score -4403557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4403632.000000 Penalty: 5200.867188
	Iteration 14Q: 3 clusters Score -4403632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4403688.000000 Penalty: 5200.867188
	Iteration 15Q: 3 clusters Score -4403688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4403714.500000 Penalty: 5200.867188
	Iteration 16Q: 3 clusters Score -4403714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4403742.000000 Penalty: 5200.867188
	Iteration 17Q: 3 clusters Score -4403742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4403757.500000 Penalty: 5200.867188
	Iteration 18Q: 3 clusters Score -4403758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4403777.000000 Penalty: 5200.867188
	Iteration 19Q: 3 clusters Score -4403777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4403785.000000 Penalty: 5200.867188
	Iteration 20F: 3 clusters Score -4403785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4403790.000000 Penalty: 5200.867188
	Iteration 21Q: 3 clusters Score -4403790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4403794.500000 Penalty: 5200.867188
	Iteration 22Q: 3 clusters Score -4403794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4403794.500000 Penalty: 5200.867188
	Iteration 23Q: 3 clusters Score -4403794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4403795.500000 Penalty: 5200.867188
	Iteration 24Q: 3 clusters Score -4403796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4403798.000000 Penalty: 5200.867188
	Iteration 25Q: 3 clusters Score -4403798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4403799.000000 Penalty: 5200.867188
	Iteration 26Q: 3 clusters Score -4403799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4403805.500000 Penalty: 5200.867188
	Iteration 27Q: 3 clusters Score -4403806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4403811.000000 Penalty: 5200.867188
	Iteration 28Q: 3 clusters Score -4403811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4403818.500000 Penalty: 5200.867188
	Iteration 29Q: 3 clusters Score -4403818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4403826.500000 Penalty: 5200.867188
	Iteration 30Q: 3 clusters Score -4403826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4403833.500000 Penalty: 5200.867188
	Iteration 31Q: 3 clusters Score -4403834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4403833.500000 Penalty: 5200.867188
	Iteration 32Q: 3 clusters Score -4403834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4403834.500000 Penalty: 5200.867188
	Iteration 33Q: 3 clusters Score -4403834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4403836.500000 Penalty: 5200.867188
	Iteration 34Q: 3 clusters Score -4403836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4403836.500000 Penalty: 5200.867188
	Iteration 35F: 3 clusters Score -4403836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Entering Unmasked Estep 
Score: -9401598.000000 Penalty: 2786.262695
	Iteration 0F: 2 clusters Score -9401598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -9350749.000000 Penalty: 5572.525391
	Iteration 0F: 3 clusters Score -9350749 nChanged 35414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -9370910.000000 Penalty: 5572.525391
	Iteration 1F: 3 clusters Score -9370910 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -9371846.000000 Penalty: 5572.525391
	Iteration 2Q: 3 clusters Score -9371846 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -9372954.000000 Penalty: 5572.525391
	Iteration 3Q: 3 clusters Score -9372954 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -9374454.000000 Penalty: 5572.525391
	Iteration 4Q: 3 clusters Score -9374454 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -9376523.000000 Penalty: 5572.525391
	Iteration 5F: 3 clusters Score -9376523 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -9379489.000000 Penalty: 5572.525391
	Iteration 6F: 3 clusters Score -9379489 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -9383531.000000 Penalty: 5572.525391
	Iteration 7F: 3 clusters Score -9383531 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -9388143.000000 Penalty: 5572.525391
	Iteration 8F: 3 clusters Score -9388143 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -9391278.000000 Penalty: 5572.525391
	Iteration 9F: 3 clusters Score -9391278 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -9392718.000000 Penalty: 5572.525391
	Iteration 10Q: 3 clusters Score -9392718 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -9393343.000000 Penalty: 5572.525391
	Iteration 11Q: 3 clusters Score -9393343 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -9393791.000000 Penalty: 5572.525391
	Iteration 12Q: 3 clusters Score -9393791 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -9394216.000000 Penalty: 5572.525391
	Iteration 13Q: 3 clusters Score -9394216 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -9394579.000000 Penalty: 5572.525391
	Iteration 14Q: 3 clusters Score -9394579 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -9394925.000000 Penalty: 5572.525391
	Iteration 15Q: 3 clusters Score -9394925 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -9395191.000000 Penalty: 5572.525391
	Iteration 16Q: 3 clusters Score -9395191 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -9395534.000000 Penalty: 5572.525391
	Iteration 17Q: 3 clusters Score -9395534 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -9395829.000000 Penalty: 5572.525391
	Iteration 18Q: 3 clusters Score -9395829 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -9396131.000000 Penalty: 5572.525391
	Iteration 19Q: 3 clusters Score -9396131 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -9396355.000000 Penalty: 5572.525391
	Iteration 20F: 3 clusters Score -9396355 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -9396578.000000 Penalty: 5572.525391
	Iteration 21Q: 3 clusters Score -9396578 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -9396775.000000 Penalty: 5572.525391
	Iteration 22Q: 3 clusters Score -9396775 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -9396970.000000 Penalty: 5572.525391
	Iteration 23Q: 3 clusters Score -9396970 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9397143.000000 Penalty: 5572.525391
	Iteration 24Q: 3 clusters Score -9397143 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -9397361.000000 Penalty: 5572.525391
	Iteration 25Q: 3 clusters Score -9397361 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -9397578.000000 Penalty: 5572.525391
	Iteration 26Q: 3 clusters Score -9397578 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -9397736.000000 Penalty: 5572.525391
	Iteration 27Q: 3 clusters Score -9397736 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -9397880.000000 Penalty: 5572.525391
	Iteration 28Q: 3 clusters Score -9397880 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -9398006.000000 Penalty: 5572.525391
	Iteration 29Q: 3 clusters Score -9398006 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9398197.000000 Penalty: 5572.525391
	Iteration 30Q: 3 clusters Score -9398197 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -9398319.000000 Penalty: 5572.525391
	Iteration 31Q: 3 clusters Score -9398319 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -9398390.000000 Penalty: 5572.525391
	Iteration 32Q: 3 clusters Score -9398390 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9398478.000000 Penalty: 5572.525391
	Iteration 33Q: 3 clusters Score -9398478 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -9398595.000000 Penalty: 5572.525391
	Iteration 34Q: 3 clusters Score -9398595 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -9398642.000000 Penalty: 5572.525391
	Iteration 35Q: 3 clusters Score -9398642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -9398680.000000 Penalty: 5572.525391
	Iteration 36Q: 3 clusters Score -9398680 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9398739.000000 Penalty: 5572.525391
	Iteration 37Q: 3 clusters Score -9398739 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -9398780.000000 Penalty: 5572.525391
	Iteration 38Q: 3 clusters Score -9398780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 71810 members 
Entering Unmasked Estep 
Score: -9398827.000000 Penalty: 5572.525391
	Iteration 39Q: 3 clusters Score -9398827 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -9398920.000000 Penalty: 5572.525391
	Iteration 40F: 3 clusters Score -9398920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -9398936.000000 Penalty: 5572.525391
	Iteration 41Q: 3 clusters Score -9398936 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -9399006.000000 Penalty: 5572.525391
	Iteration 42Q: 3 clusters Score -9399006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -9399059.000000 Penalty: 5572.525391
	Iteration 43Q: 3 clusters Score -9399059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -9399104.000000 Penalty: 5572.525391
	Iteration 44Q: 3 clusters Score -9399104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9399139.000000 Penalty: 5572.525391
	Iteration 45Q: 3 clusters Score -9399139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -9399154.000000 Penalty: 5572.525391
	Iteration 46Q: 3 clusters Score -9399154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -9399150.000000 Penalty: 5572.525391
	Iteration 47Q: 3 clusters Score -9399150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -9399172.000000 Penalty: 5572.525391
	Iteration 48Q: 3 clusters Score -9399172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -9399180.000000 Penalty: 5572.525391
	Iteration 49Q: 3 clusters Score -9399180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -9399206.000000 Penalty: 5572.525391
	Iteration 50Q: 3 clusters Score -9399206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -9399214.000000 Penalty: 5572.525391
	Iteration 51Q: 3 clusters Score -9399214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -9399223.000000 Penalty: 5572.525391
	Iteration 52Q: 3 clusters Score -9399223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -9399221.000000 Penalty: 5572.525391
	Iteration 53Q: 3 clusters Score -9399221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -9399246.000000 Penalty: 5572.525391
	Iteration 54Q: 3 clusters Score -9399246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 73470 members 
Entering Unmasked Estep 
Score: -9399275.000000 Penalty: 5572.525391
	Iteration 55Q: 3 clusters Score -9399275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -9399276.000000 Penalty: 5572.525391
	Iteration 56Q: 3 clusters Score -9399276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -9399276.000000 Penalty: 5572.525391
	Iteration 57Q: 3 clusters Score -9399276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -9399296.000000 Penalty: 5572.525391
	Iteration 58Q: 3 clusters Score -9399296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -9399310.000000 Penalty: 5572.525391
	Iteration 59Q: 3 clusters Score -9399310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -9399335.000000 Penalty: 5572.525391
	Iteration 60F: 3 clusters Score -9399335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -9399335.000000 Penalty: 5572.525391
	Iteration 61Q: 3 clusters Score -9399335 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -9399329.000000 Penalty: 5572.525391
	Iteration 62Q: 3 clusters Score -9399329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 73741 members 
Entering Unmasked Estep 
Score: -9399339.000000 Penalty: 5572.525391
	Iteration 63Q: 3 clusters Score -9399339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -9399341.000000 Penalty: 5572.525391
	Iteration 64Q: 3 clusters Score -9399341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -9399332.000000 Penalty: 5572.525391
	Iteration 65Q: 3 clusters Score -9399332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -9399370.000000 Penalty: 5572.525391
	Iteration 66Q: 3 clusters Score -9399370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -9399362.000000 Penalty: 5572.525391
	Iteration 67Q: 3 clusters Score -9399362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -9399373.000000 Penalty: 5572.525391
	Iteration 68Q: 3 clusters Score -9399373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -9399383.000000 Penalty: 5572.525391
	Iteration 69Q: 3 clusters Score -9399383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -9399383.000000 Penalty: 5572.525391
	Iteration 70Q: 3 clusters Score -9399383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -9399395.000000 Penalty: 5572.525391
	Iteration 71Q: 3 clusters Score -9399395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -9399398.000000 Penalty: 5572.525391
	Iteration 72Q: 3 clusters Score -9399398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -9399404.000000 Penalty: 5572.525391
	Iteration 73Q: 3 clusters Score -9399404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -9399403.000000 Penalty: 5572.525391
	Iteration 74Q: 3 clusters Score -9399403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -9399404.000000 Penalty: 5572.525391
	Iteration 75Q: 3 clusters Score -9399404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -9399405.000000 Penalty: 5572.525391
	Iteration 76Q: 3 clusters Score -9399405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -9399409.000000 Penalty: 5572.525391
	Iteration 77Q: 3 clusters Score -9399409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 73949 members 
Entering Unmasked Estep 
Score: -9399411.000000 Penalty: 5572.525391
	Iteration 78Q: 3 clusters Score -9399411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -9399414.000000 Penalty: 5572.525391
	Iteration 79Q: 3 clusters Score -9399414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -9399414.000000 Penalty: 5572.525391
	Iteration 80F: 3 clusters Score -9399414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -9399405.000000 Penalty: 5572.525391
	Iteration 81Q: 3 clusters Score -9399405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -9399408.000000 Penalty: 5572.525391
	Iteration 82Q: 3 clusters Score -9399408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -9399404.000000 Penalty: 5572.525391
	Iteration 83Q: 3 clusters Score -9399404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -9399409.000000 Penalty: 5572.525391
	Iteration 84Q: 3 clusters Score -9399409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -9399405.000000 Penalty: 5572.525391
	Iteration 85Q: 3 clusters Score -9399405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -9399415.000000 Penalty: 5572.525391
	Iteration 86Q: 3 clusters Score -9399415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -9399410.000000 Penalty: 5572.525391
	Iteration 87Q: 3 clusters Score -9399410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -9399415.000000 Penalty: 5572.525391
	Iteration 88Q: 3 clusters Score -9399415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -9399410.000000 Penalty: 5572.525391
	Iteration 89Q: 3 clusters Score -9399410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -9399421.000000 Penalty: 5572.525391
	Iteration 90Q: 3 clusters Score -9399421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -9399416.000000 Penalty: 5572.525391
	Iteration 91Q: 3 clusters Score -9399416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -9399420.000000 Penalty: 5572.525391
	Iteration 92Q: 3 clusters Score -9399420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -9399421.000000 Penalty: 5572.525391
	Iteration 93Q: 3 clusters Score -9399421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -9399423.000000 Penalty: 5572.525391
	Iteration 94Q: 3 clusters Score -9399423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -9399419.000000 Penalty: 5572.525391
	Iteration 95Q: 3 clusters Score -9399419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -9399417.000000 Penalty: 5572.525391
	Iteration 96Q: 3 clusters Score -9399417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -9399421.000000 Penalty: 5572.525391
	Iteration 97Q: 3 clusters Score -9399421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -9399424.000000 Penalty: 5572.525391
	Iteration 98Q: 3 clusters Score -9399424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -9399423.000000 Penalty: 5572.525391
	Iteration 99Q: 3 clusters Score -9399423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -9399423.000000 Penalty: 5572.525391
	Iteration 100F: 3 clusters Score -9399423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -456542.593750 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -456542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -452799.781250 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -452799.8 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -453608.500000 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -453608.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -453845.687500 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -453845.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -454049.375000 Penalty: 4086.576416
	Iteration 3F: 3 clusters Score -454049.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -454204.593750 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -454204.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -454357.562500 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -454357.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454507.000000 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -454507 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -454662.750000 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -454662.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -454800.093750 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -454800.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -454907.687500 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -454907.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -454980.968750 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -454981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -455040.937500 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -455040.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -455093.156250 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -455093.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -455150.937500 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -455150.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -455206.750000 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -455206.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -455273.406250 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -455273.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -455331.593750 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -455331.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -455403.062500 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -455403.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -455458.281250 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -455458.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -455501.125000 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -455501.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -455536.750000 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -455536.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -455555.093750 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -455555.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -455567.968750 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -455568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -455575.531250 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -455575.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -455579.750000 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -455579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -455580.812500 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -455580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -455583.343750 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -455583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -455583.625000 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -455583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -455583.625000 Penalty: 4086.576416
	Iteration 28F: 3 clusters Score -455583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (185392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185392 members 
Entering Unmasked Estep 
Score: -22939880.000000 Penalty: 3008.296631
	Iteration 0F: 2 clusters Score -2.293988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -22828490.000000 Penalty: 6016.593262
	Iteration 0F: 3 clusters Score -2.282849e+07 nChanged 89036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -22880338.000000 Penalty: 6016.593262
	Iteration 1F: 3 clusters Score -2.288034e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -22881654.000000 Penalty: 6016.593262
	Iteration 2Q: 3 clusters Score -2.288165e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -22883442.000000 Penalty: 6016.593262
	Iteration 3Q: 3 clusters Score -2.288344e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -22886022.000000 Penalty: 6016.593262
	Iteration 4Q: 3 clusters Score -2.288602e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -22889834.000000 Penalty: 6016.593262
	Iteration 5Q: 3 clusters Score -2.288983e+07 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -22894956.000000 Penalty: 6016.593262
	Iteration 6F: 3 clusters Score -2.289496e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103534 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -22901958.000000 Penalty: 6016.593262
	Iteration 7F: 3 clusters Score -2.290196e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -22910540.000000 Penalty: 6016.593262
	Iteration 8F: 3 clusters Score -2.291054e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -22918096.000000 Penalty: 6016.593262
	Iteration 9F: 3 clusters Score -2.29181e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -22922070.000000 Penalty: 6016.593262
	Iteration 10Q: 3 clusters Score -2.292207e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111619 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -22923538.000000 Penalty: 6016.593262
	Iteration 11Q: 3 clusters Score -2.292354e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Mstep: Class 2 contains 72265 members 
Entering Unmasked Estep 
Score: -22924154.000000 Penalty: 6016.593262
	Iteration 12Q: 3 clusters Score -2.292415e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114663 members 
Mstep: Class 2 contains 70729 members 
Entering Unmasked Estep 
Score: -22924762.000000 Penalty: 6016.593262
	Iteration 13Q: 3 clusters Score -2.292476e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -22925306.000000 Penalty: 6016.593262
	Iteration 14Q: 3 clusters Score -2.292531e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -22925850.000000 Penalty: 6016.593262
	Iteration 15Q: 3 clusters Score -2.292585e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119797 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -22926488.000000 Penalty: 6016.593262
	Iteration 16Q: 3 clusters Score -2.292649e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -22927268.000000 Penalty: 6016.593262
	Iteration 17Q: 3 clusters Score -2.292727e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -22927904.000000 Penalty: 6016.593262
	Iteration 18Q: 3 clusters Score -2.29279e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -22928558.000000 Penalty: 6016.593262
	Iteration 19Q: 3 clusters Score -2.292856e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126785 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -22929296.000000 Penalty: 6016.593262
	Iteration 20F: 3 clusters Score -2.29293e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -22929900.000000 Penalty: 6016.593262
	Iteration 21Q: 3 clusters Score -2.29299e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -22930352.000000 Penalty: 6016.593262
	Iteration 22Q: 3 clusters Score -2.293035e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -22931026.000000 Penalty: 6016.593262
	Iteration 23Q: 3 clusters Score -2.293103e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -22931706.000000 Penalty: 6016.593262
	Iteration 24Q: 3 clusters Score -2.293171e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -22932232.000000 Penalty: 6016.593262
	Iteration 25Q: 3 clusters Score -2.293223e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -22932754.000000 Penalty: 6016.593262
	Iteration 26Q: 3 clusters Score -2.293275e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139268 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -22933388.000000 Penalty: 6016.593262
	Iteration 27Q: 3 clusters Score -2.293339e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -22933972.000000 Penalty: 6016.593262
	Iteration 28Q: 3 clusters Score -2.293397e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -22934636.000000 Penalty: 6016.593262
	Iteration 29Q: 3 clusters Score -2.293464e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144987 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -22935350.000000 Penalty: 6016.593262
	Iteration 30Q: 3 clusters Score -2.293535e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147076 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -22936060.000000 Penalty: 6016.593262
	Iteration 31Q: 3 clusters Score -2.293606e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -22936902.000000 Penalty: 6016.593262
	Iteration 32Q: 3 clusters Score -2.29369e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151953 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -22937544.000000 Penalty: 6016.593262
	Iteration 33Q: 3 clusters Score -2.293754e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -22938188.000000 Penalty: 6016.593262
	Iteration 34Q: 3 clusters Score -2.293819e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158116 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -22938840.000000 Penalty: 6016.593262
	Iteration 35Q: 3 clusters Score -2.293884e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161713 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -22939370.000000 Penalty: 6016.593262
	Iteration 36Q: 3 clusters Score -2.293937e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -22939474.000000 Penalty: 6016.593262
	Iteration 37Q: 3 clusters Score -2.293947e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168934 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -22939544.000000 Penalty: 6016.593262
	Iteration 38Q: 3 clusters Score -2.293954e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -22939368.000000 Penalty: 6016.593262
	Iteration 39Q: 3 clusters Score -2.293937e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174195 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -22939366.000000 Penalty: 6016.593262
	Iteration 40F: 3 clusters Score -2.293937e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -22939260.000000 Penalty: 6016.593262
	Iteration 41Q: 3 clusters Score -2.293926e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -22939114.000000 Penalty: 6016.593262
	Iteration 42Q: 3 clusters Score -2.293911e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -22938986.000000 Penalty: 6016.593262
	Iteration 43Q: 3 clusters Score -2.293899e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180570 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -22938902.000000 Penalty: 6016.593262
	Iteration 44Q: 3 clusters Score -2.29389e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181333 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -22938802.000000 Penalty: 6016.593262
	Iteration 45Q: 3 clusters Score -2.29388e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181901 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -22938624.000000 Penalty: 6016.593262
	Iteration 46Q: 3 clusters Score -2.293862e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182310 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -22938594.000000 Penalty: 6016.593262
	Iteration 47Q: 3 clusters Score -2.293859e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -22938506.000000 Penalty: 6016.593262
	Iteration 48Q: 3 clusters Score -2.293851e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182890 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -22938466.000000 Penalty: 6016.593262
	Iteration 49Q: 3 clusters Score -2.293847e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -22938468.000000 Penalty: 6016.593262
	Iteration 50Q: 3 clusters Score -2.293847e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22938416.000000 Penalty: 6016.593262
	Iteration 51Q: 3 clusters Score -2.293842e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22938410.000000 Penalty: 6016.593262
	Iteration 52Q: 3 clusters Score -2.293841e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -22938404.000000 Penalty: 6016.593262
	Iteration 53Q: 3 clusters Score -2.29384e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22938370.000000 Penalty: 6016.593262
	Iteration 54Q: 3 clusters Score -2.293837e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22938332.000000 Penalty: 6016.593262
	Iteration 55Q: 3 clusters Score -2.293833e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183622 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22938296.000000 Penalty: 6016.593262
	Iteration 56Q: 3 clusters Score -2.29383e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183688 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22938332.000000 Penalty: 6016.593262
	Iteration 57Q: 3 clusters Score -2.293833e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183739 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -22938328.000000 Penalty: 6016.593262
	Iteration 58Q: 3 clusters Score -2.293833e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183788 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -22938330.000000 Penalty: 6016.593262
	Iteration 59Q: 3 clusters Score -2.293833e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183825 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -22938314.000000 Penalty: 6016.593262
	Iteration 60F: 3 clusters Score -2.293831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183855 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -22938332.000000 Penalty: 6016.593262
	Iteration 61Q: 3 clusters Score -2.293833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183880 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22938352.000000 Penalty: 6016.593262
	Iteration 62Q: 3 clusters Score -2.293835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183915 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22938382.000000 Penalty: 6016.593262
	Iteration 63Q: 3 clusters Score -2.293838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183952 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22938360.000000 Penalty: 6016.593262
	Iteration 64Q: 3 clusters Score -2.293836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22938378.000000 Penalty: 6016.593262
	Iteration 65Q: 3 clusters Score -2.293838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22938382.000000 Penalty: 6016.593262
	Iteration 66Q: 3 clusters Score -2.293838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184021 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -22938366.000000 Penalty: 6016.593262
	Iteration 67Q: 3 clusters Score -2.293837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -22938324.000000 Penalty: 6016.593262
	Iteration 68Q: 3 clusters Score -2.293832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22938314.000000 Penalty: 6016.593262
	Iteration 69Q: 3 clusters Score -2.293831e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184090 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22938284.000000 Penalty: 6016.593262
	Iteration 70Q: 3 clusters Score -2.293828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184109 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22938278.000000 Penalty: 6016.593262
	Iteration 71Q: 3 clusters Score -2.293828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22938284.000000 Penalty: 6016.593262
	Iteration 72Q: 3 clusters Score -2.293828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22938274.000000 Penalty: 6016.593262
	Iteration 73Q: 3 clusters Score -2.293827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -22938256.000000 Penalty: 6016.593262
	Iteration 74Q: 3 clusters Score -2.293826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184153 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 75Q: 3 clusters Score -2.293826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22938260.000000 Penalty: 6016.593262
	Iteration 76Q: 3 clusters Score -2.293826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184171 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 77Q: 3 clusters Score -2.293826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22938244.000000 Penalty: 6016.593262
	Iteration 78Q: 3 clusters Score -2.293824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184188 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22938232.000000 Penalty: 6016.593262
	Iteration 79Q: 3 clusters Score -2.293823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184197 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -22938246.000000 Penalty: 6016.593262
	Iteration 80F: 3 clusters Score -2.293825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184208 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -22938242.000000 Penalty: 6016.593262
	Iteration 81Q: 3 clusters Score -2.293824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184214 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 82Q: 3 clusters Score -2.293826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184213 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -22938256.000000 Penalty: 6016.593262
	Iteration 83Q: 3 clusters Score -2.293826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184215 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 84Q: 3 clusters Score -2.293826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184217 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22938262.000000 Penalty: 6016.593262
	Iteration 85Q: 3 clusters Score -2.293826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -22938244.000000 Penalty: 6016.593262
	Iteration 86Q: 3 clusters Score -2.293824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184227 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -22938240.000000 Penalty: 6016.593262
	Iteration 87Q: 3 clusters Score -2.293824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22938238.000000 Penalty: 6016.593262
	Iteration 88Q: 3 clusters Score -2.293824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184239 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22938234.000000 Penalty: 6016.593262
	Iteration 89Q: 3 clusters Score -2.293823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -22938256.000000 Penalty: 6016.593262
	Iteration 90Q: 3 clusters Score -2.293826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184254 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -22938242.000000 Penalty: 6016.593262
	Iteration 91Q: 3 clusters Score -2.293824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184259 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22938240.000000 Penalty: 6016.593262
	Iteration 92Q: 3 clusters Score -2.293824e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184262 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22938254.000000 Penalty: 6016.593262
	Iteration 93Q: 3 clusters Score -2.293825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184268 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -22938236.000000 Penalty: 6016.593262
	Iteration 94Q: 3 clusters Score -2.293824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184277 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22938232.000000 Penalty: 6016.593262
	Iteration 95Q: 3 clusters Score -2.293823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184280 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22938236.000000 Penalty: 6016.593262
	Iteration 96Q: 3 clusters Score -2.293824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184288 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -22938242.000000 Penalty: 6016.593262
	Iteration 97Q: 3 clusters Score -2.293824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184293 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22938228.000000 Penalty: 6016.593262
	Iteration 98Q: 3 clusters Score -2.293823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -22938234.000000 Penalty: 6016.593262
	Iteration 99Q: 3 clusters Score -2.293823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184299 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22938250.000000 Penalty: 6016.593262
	Iteration 100F: 3 clusters Score -2.293825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184306 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22938252.000000 Penalty: 6016.593262
	Iteration 101Q: 3 clusters Score -2.293825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22938244.000000 Penalty: 6016.593262
	Iteration 102Q: 3 clusters Score -2.293824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184311 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22938264.000000 Penalty: 6016.593262
	Iteration 103Q: 3 clusters Score -2.293826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22938278.000000 Penalty: 6016.593262
	Iteration 104Q: 3 clusters Score -2.293828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184318 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22938280.000000 Penalty: 6016.593262
	Iteration 105Q: 3 clusters Score -2.293828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184320 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22938302.000000 Penalty: 6016.593262
	Iteration 106Q: 3 clusters Score -2.29383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184323 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22938314.000000 Penalty: 6016.593262
	Iteration 107Q: 3 clusters Score -2.293831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22938320.000000 Penalty: 6016.593262
	Iteration 108Q: 3 clusters Score -2.293832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184335 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22938338.000000 Penalty: 6016.593262
	Iteration 109Q: 3 clusters Score -2.293834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184336 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22938332.000000 Penalty: 6016.593262
	Iteration 110Q: 3 clusters Score -2.293833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184336 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22938332.000000 Penalty: 6016.593262
	Iteration 111Q: 3 clusters Score -2.293833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184336 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22938332.000000 Penalty: 6016.593262
	Iteration 112Q: 3 clusters Score -2.293833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184338 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22938336.000000 Penalty: 6016.593262
	Iteration 113Q: 3 clusters Score -2.293834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22938340.000000 Penalty: 6016.593262
	Iteration 114Q: 3 clusters Score -2.293834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184347 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22938334.000000 Penalty: 6016.593262
	Iteration 115Q: 3 clusters Score -2.293833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184351 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22938334.000000 Penalty: 6016.593262
	Iteration 116Q: 3 clusters Score -2.293833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184355 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22938356.000000 Penalty: 6016.593262
	Iteration 117Q: 3 clusters Score -2.293836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184358 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22938362.000000 Penalty: 6016.593262
	Iteration 118Q: 3 clusters Score -2.293836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184362 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22938374.000000 Penalty: 6016.593262
	Iteration 119Q: 3 clusters Score -2.293837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184367 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22938374.000000 Penalty: 6016.593262
	Iteration 120F: 3 clusters Score -2.293837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184365 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22938368.000000 Penalty: 6016.593262
	Iteration 121Q: 3 clusters Score -2.293837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184365 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22938368.000000 Penalty: 6016.593262
	Iteration 122Q: 3 clusters Score -2.293837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184364 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22938370.000000 Penalty: 6016.593262
	Iteration 123Q: 3 clusters Score -2.293837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184364 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22938370.000000 Penalty: 6016.593262
	Iteration 124F: 3 clusters Score -2.293837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -141272.593750 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -141272.6 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 691 members 
Entering Unmasked Estep 
Score: -139204.281250 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -139204.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139745.859375 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -139745.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140102.250000 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -140102.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140367.640625 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -140367.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140574.015625 Penalty: 3576.199463
	Iteration 4F: 3 clusters Score -140574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140716.765625 Penalty: 3576.199463
	Iteration 5F: 3 clusters Score -140716.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -140816.453125 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -140816.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -140900.312500 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -140900.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -141047.312500 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -141047.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141145.062500 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -141145.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -141215.859375 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -141215.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141277.062500 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -141277.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -141292.437500 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -141292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -141295.296875 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -141295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -141297.890625 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -141297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141298.984375 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -141299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141298.984375 Penalty: 3576.199463
	Iteration 16F: 3 clusters Score -141299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90068 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Mstep: Class 26 contains 662 members 
Entering Unmasked Estep 
Score: -194678688.000000 Penalty: 92160.671875
Splitting cluster 5 changes total score from -194680304.000000 to -194678688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (171546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171546 members 
Entering Unmasked Estep 
Score: -21213060.000000 Penalty: 2989.046387
	Iteration 0F: 2 clusters Score -2.121306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -21102160.000000 Penalty: 5978.092773
	Iteration 0F: 3 clusters Score -2.110216e+07 nChanged 82370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -21151082.000000 Penalty: 5978.092773
	Iteration 1F: 3 clusters Score -2.115108e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -21152842.000000 Penalty: 5978.092773
	Iteration 2Q: 3 clusters Score -2.115284e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -21155298.000000 Penalty: 5978.092773
	Iteration 3Q: 3 clusters Score -2.11553e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -21159440.000000 Penalty: 5978.092773
	Iteration 4Q: 3 clusters Score -2.115944e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -21165468.000000 Penalty: 5978.092773
	Iteration 5F: 3 clusters Score -2.116547e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122685 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -21174034.000000 Penalty: 5978.092773
	Iteration 6F: 3 clusters Score -2.117403e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134152 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -21184172.000000 Penalty: 5978.092773
	Iteration 7F: 3 clusters Score -2.118417e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144860 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -21193424.000000 Penalty: 5978.092773
	Iteration 8F: 3 clusters Score -2.119342e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -21200152.000000 Penalty: 5978.092773
	Iteration 9F: 3 clusters Score -2.120015e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159423 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -21204340.000000 Penalty: 5978.092773
	Iteration 10Q: 3 clusters Score -2.120434e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -21207028.000000 Penalty: 5978.092773
	Iteration 11Q: 3 clusters Score -2.120703e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -21208460.000000 Penalty: 5978.092773
	Iteration 12Q: 3 clusters Score -2.120846e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168156 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -21209246.000000 Penalty: 5978.092773
	Iteration 13Q: 3 clusters Score -2.120925e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169264 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -21209774.000000 Penalty: 5978.092773
	Iteration 14Q: 3 clusters Score -2.120977e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -21209956.000000 Penalty: 5978.092773
	Iteration 15Q: 3 clusters Score -2.120996e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21210130.000000 Penalty: 5978.092773
	Iteration 16Q: 3 clusters Score -2.121013e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170485 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21210290.000000 Penalty: 5978.092773
	Iteration 17Q: 3 clusters Score -2.121029e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21210362.000000 Penalty: 5978.092773
	Iteration 18Q: 3 clusters Score -2.121036e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21210424.000000 Penalty: 5978.092773
	Iteration 19Q: 3 clusters Score -2.121042e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21210474.000000 Penalty: 5978.092773
	Iteration 20F: 3 clusters Score -2.121047e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -21210500.000000 Penalty: 5978.092773
	Iteration 21Q: 3 clusters Score -2.12105e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170875 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21210522.000000 Penalty: 5978.092773
	Iteration 22Q: 3 clusters Score -2.121052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170895 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -21210556.000000 Penalty: 5978.092773
	Iteration 23Q: 3 clusters Score -2.121056e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -21210588.000000 Penalty: 5978.092773
	Iteration 24Q: 3 clusters Score -2.121059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -21210612.000000 Penalty: 5978.092773
	Iteration 25Q: 3 clusters Score -2.121061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170961 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21210602.000000 Penalty: 5978.092773
	Iteration 26Q: 3 clusters Score -2.12106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170971 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21210624.000000 Penalty: 5978.092773
	Iteration 27Q: 3 clusters Score -2.121062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170979 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21210664.000000 Penalty: 5978.092773
	Iteration 28Q: 3 clusters Score -2.121066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21210646.000000 Penalty: 5978.092773
	Iteration 29Q: 3 clusters Score -2.121065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171011 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21210660.000000 Penalty: 5978.092773
	Iteration 30Q: 3 clusters Score -2.121066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171024 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21210648.000000 Penalty: 5978.092773
	Iteration 31Q: 3 clusters Score -2.121065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171031 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21210674.000000 Penalty: 5978.092773
	Iteration 32Q: 3 clusters Score -2.121067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21210670.000000 Penalty: 5978.092773
	Iteration 33Q: 3 clusters Score -2.121067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21210672.000000 Penalty: 5978.092773
	Iteration 34Q: 3 clusters Score -2.121067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21210670.000000 Penalty: 5978.092773
	Iteration 35Q: 3 clusters Score -2.121067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21210670.000000 Penalty: 5978.092773
	Iteration 36F: 3 clusters Score -2.121067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Entering Unmasked Estep 
Score: -6826758.000000 Penalty: 2707.396973
	Iteration 0F: 2 clusters Score -6826758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6789705.000000 Penalty: 5414.793945
	Iteration 0F: 3 clusters Score -6789705 nChanged 25585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6803828.000000 Penalty: 5414.793945
	Iteration 1F: 3 clusters Score -6803828 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6804531.500000 Penalty: 5414.793945
	Iteration 2Q: 3 clusters Score -6804532 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6805272.500000 Penalty: 5414.793945
	Iteration 3Q: 3 clusters Score -6805272 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -6806171.000000 Penalty: 5414.793945
	Iteration 4Q: 3 clusters Score -6806171 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -6807287.000000 Penalty: 5414.793945
	Iteration 5Q: 3 clusters Score -6807287 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -6808673.000000 Penalty: 5414.793945
	Iteration 6Q: 3 clusters Score -6808673 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -6810243.500000 Penalty: 5414.793945
	Iteration 7F: 3 clusters Score -6810244 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -6812218.500000 Penalty: 5414.793945
	Iteration 8F: 3 clusters Score -6812218 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -6814412.500000 Penalty: 5414.793945
	Iteration 9F: 3 clusters Score -6814412 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -6816234.000000 Penalty: 5414.793945
	Iteration 10F: 3 clusters Score -6816234 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -6817379.500000 Penalty: 5414.793945
	Iteration 11Q: 3 clusters Score -6817380 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -6817908.500000 Penalty: 5414.793945
	Iteration 12Q: 3 clusters Score -6817908 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -6818131.500000 Penalty: 5414.793945
	Iteration 13Q: 3 clusters Score -6818132 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6818330.500000 Penalty: 5414.793945
	Iteration 14Q: 3 clusters Score -6818330 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -6818513.000000 Penalty: 5414.793945
	Iteration 15Q: 3 clusters Score -6818513 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6818650 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -6818799.500000 Penalty: 5414.793945
	Iteration 17Q: 3 clusters Score -6818800 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -6818971.500000 Penalty: 5414.793945
	Iteration 18Q: 3 clusters Score -6818972 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6819149 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -6819288.500000 Penalty: 5414.793945
	Iteration 20F: 3 clusters Score -6819288 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -6819416.000000 Penalty: 5414.793945
	Iteration 21Q: 3 clusters Score -6819416 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6819539.500000 Penalty: 5414.793945
	Iteration 22Q: 3 clusters Score -6819540 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -6819662.000000 Penalty: 5414.793945
	Iteration 23Q: 3 clusters Score -6819662 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -6819800.000000 Penalty: 5414.793945
	Iteration 24Q: 3 clusters Score -6819800 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -6819977.500000 Penalty: 5414.793945
	Iteration 25Q: 3 clusters Score -6819978 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6820164.000000 Penalty: 5414.793945
	Iteration 26Q: 3 clusters Score -6820164 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6820347.500000 Penalty: 5414.793945
	Iteration 27Q: 3 clusters Score -6820348 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6820513 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6820667.000000 Penalty: 5414.793945
	Iteration 29Q: 3 clusters Score -6820667 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -6820826.500000 Penalty: 5414.793945
	Iteration 30Q: 3 clusters Score -6820826 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -6820990.500000 Penalty: 5414.793945
	Iteration 31Q: 3 clusters Score -6820990 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6821175 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6821387 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6821579 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6821706 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6821862 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6822037 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6822209 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6822363 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6822488 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6822638 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6822773 nChanged 506
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6822894 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6823044 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6823183.500000 Penalty: 5414.793945
	Iteration 45Q: 3 clusters Score -6823184 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6823365 nChanged 432
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6823501 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -6823657.500000 Penalty: 5414.793945
	Iteration 48Q: 3 clusters Score -6823658 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6823804 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6823947 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6824016.500000 Penalty: 5414.793945
	Iteration 51Q: 3 clusters Score -6824016 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6824130.500000 Penalty: 5414.793945
	Iteration 52Q: 3 clusters Score -6824130 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6824197.500000 Penalty: 5414.793945
	Iteration 53Q: 3 clusters Score -6824198 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -6824247.500000 Penalty: 5414.793945
	Iteration 54Q: 3 clusters Score -6824248 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6824299 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6824364.500000 Penalty: 5414.793945
	Iteration 56Q: 3 clusters Score -6824364 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -6824407.500000 Penalty: 5414.793945
	Iteration 57Q: 3 clusters Score -6824408 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6824479.500000 Penalty: 5414.793945
	Iteration 58Q: 3 clusters Score -6824480 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6824538.500000 Penalty: 5414.793945
	Iteration 59Q: 3 clusters Score -6824538 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6824576.000000 Penalty: 5414.793945
	Iteration 60F: 3 clusters Score -6824576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6824596.000000 Penalty: 5414.793945
	Iteration 61Q: 3 clusters Score -6824596 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6824637 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6824672.000000 Penalty: 5414.793945
	Iteration 63Q: 3 clusters Score -6824672 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6824704 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6824713.500000 Penalty: 5414.793945
	Iteration 65Q: 3 clusters Score -6824714 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -6824725.500000 Penalty: 5414.793945
	Iteration 66Q: 3 clusters Score -6824726 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6824764.500000 Penalty: 5414.793945
	Iteration 67Q: 3 clusters Score -6824764 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6824788 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6824810.000000 Penalty: 5414.793945
	Iteration 69Q: 3 clusters Score -6824810 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6824841.000000 Penalty: 5414.793945
	Iteration 70Q: 3 clusters Score -6824841 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6824871 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6824898.500000 Penalty: 5414.793945
	Iteration 72Q: 3 clusters Score -6824898 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53557 members 
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Entering Unmasked Estep 
Score: -6824909.500000 Penalty: 5414.793945
	Iteration 73Q: 3 clusters Score -6824910 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6824920.500000 Penalty: 5414.793945
	Iteration 74Q: 3 clusters Score -6824920 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6824932.500000 Penalty: 5414.793945
	Iteration 75Q: 3 clusters Score -6824932 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6824930 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6824950 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6824955 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6824957 nChanged 24
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Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6824962.500000 Penalty: 5414.793945
	Iteration 80F: 3 clusters Score -6824962 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6824977 nChanged 17
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Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6824984 nChanged 12
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Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6824991 nChanged 11
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Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 1306 members 
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	Iteration 84Q: 3 clusters Score -6824993 nChanged 9
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Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6824996 nChanged 9
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Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6824989 nChanged 11
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Mstep: Class 1 contains 53820 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6824986 nChanged 8
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Mstep: Class 1 contains 53828 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6824982 nChanged 7
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	Iteration 89Q: 3 clusters Score -6824983 nChanged 5
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	Iteration 90Q: 3 clusters Score -6824986 nChanged 7
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	Iteration 91Q: 3 clusters Score -6824999 nChanged 10
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6824996 nChanged 14
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6825002 nChanged 12
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	Iteration 94Q: 3 clusters Score -6825006 nChanged 7
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6824994 nChanged 5
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	Iteration 96Q: 3 clusters Score -6824990 nChanged 2
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	Iteration 97Q: 3 clusters Score -6824991 nChanged 2
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	Iteration 98Q: 3 clusters Score -6824996 nChanged 4
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	Iteration 99Q: 3 clusters Score -6824992 nChanged 2
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	Iteration 100F: 3 clusters Score -6824995 nChanged 2
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	Iteration 101Q: 3 clusters Score -6824990 nChanged 1
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Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6824992.500000 Penalty: 5414.793945
	Iteration 102Q: 3 clusters Score -6824992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6824992.500000 Penalty: 5414.793945
	Iteration 103F: 3 clusters Score -6824992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (142228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Entering Unmasked Estep 
Score: -17644816.000000 Penalty: 2942.566406
	Iteration 0F: 2 clusters Score -1.764482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -17549922.000000 Penalty: 5885.132812
	Iteration 0F: 3 clusters Score -1.754992e+07 nChanged 67575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -17588958.000000 Penalty: 5885.132812
	Iteration 1F: 3 clusters Score -1.758896e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -17589870.000000 Penalty: 5885.132812
	Iteration 2Q: 3 clusters Score -1.758987e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -17591006.000000 Penalty: 5885.132812
	Iteration 3Q: 3 clusters Score -1.759101e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -17592616.000000 Penalty: 5885.132812
	Iteration 4Q: 3 clusters Score -1.759262e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -17595234.000000 Penalty: 5885.132812
	Iteration 5Q: 3 clusters Score -1.759523e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -17599262.000000 Penalty: 5885.132812
	Iteration 6F: 3 clusters Score -1.759926e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -17605944.000000 Penalty: 5885.132812
	Iteration 7F: 3 clusters Score -1.760594e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -17614940.000000 Penalty: 5885.132812
	Iteration 8F: 3 clusters Score -1.761494e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -17624452.000000 Penalty: 5885.132812
	Iteration 9F: 3 clusters Score -1.762445e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 127453 members 
Entering Unmasked Estep 
Score: -17631910.000000 Penalty: 5885.132812
	Iteration 10F: 3 clusters Score -1.763191e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -17636530.000000 Penalty: 5885.132812
	Iteration 11Q: 3 clusters Score -1.763653e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -17639228.000000 Penalty: 5885.132812
	Iteration 12Q: 3 clusters Score -1.763923e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 137171 members 
Entering Unmasked Estep 
Score: -17640528.000000 Penalty: 5885.132812
	Iteration 13Q: 3 clusters Score -1.764053e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 138295 members 
Entering Unmasked Estep 
Score: -17641266.000000 Penalty: 5885.132812
	Iteration 14Q: 3 clusters Score -1.764127e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 139034 members 
Entering Unmasked Estep 
Score: -17641758.000000 Penalty: 5885.132812
	Iteration 15Q: 3 clusters Score -1.764176e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 139506 members 
Entering Unmasked Estep 
Score: -17642078.000000 Penalty: 5885.132812
	Iteration 16Q: 3 clusters Score -1.764208e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 139835 members 
Entering Unmasked Estep 
Score: -17642288.000000 Penalty: 5885.132812
	Iteration 17Q: 3 clusters Score -1.764229e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 140054 members 
Entering Unmasked Estep 
Score: -17642444.000000 Penalty: 5885.132812
	Iteration 18Q: 3 clusters Score -1.764244e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 140224 members 
Entering Unmasked Estep 
Score: -17642538.000000 Penalty: 5885.132812
	Iteration 19Q: 3 clusters Score -1.764254e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
Score: -17642602.000000 Penalty: 5885.132812
	Iteration 20F: 3 clusters Score -1.76426e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -17642668.000000 Penalty: 5885.132812
	Iteration 21Q: 3 clusters Score -1.764267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 140514 members 
Entering Unmasked Estep 
Score: -17642706.000000 Penalty: 5885.132812
	Iteration 22Q: 3 clusters Score -1.764271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 140568 members 
Entering Unmasked Estep 
Score: -17642736.000000 Penalty: 5885.132812
	Iteration 23Q: 3 clusters Score -1.764274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -17642774.000000 Penalty: 5885.132812
	Iteration 24Q: 3 clusters Score -1.764277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 140639 members 
Entering Unmasked Estep 
Score: -17642778.000000 Penalty: 5885.132812
	Iteration 25Q: 3 clusters Score -1.764278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 140656 members 
Entering Unmasked Estep 
Score: -17642798.000000 Penalty: 5885.132812
	Iteration 26Q: 3 clusters Score -1.76428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 140667 members 
Entering Unmasked Estep 
Score: -17642818.000000 Penalty: 5885.132812
	Iteration 27Q: 3 clusters Score -1.764282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 140678 members 
Entering Unmasked Estep 
Score: -17642804.000000 Penalty: 5885.132812
	Iteration 28Q: 3 clusters Score -1.76428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 140690 members 
Entering Unmasked Estep 
Score: -17642814.000000 Penalty: 5885.132812
	Iteration 29Q: 3 clusters Score -1.764281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 140700 members 
Entering Unmasked Estep 
Score: -17642794.000000 Penalty: 5885.132812
	Iteration 30Q: 3 clusters Score -1.764279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 140706 members 
Entering Unmasked Estep 
Score: -17642776.000000 Penalty: 5885.132812
	Iteration 31Q: 3 clusters Score -1.764278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 140716 members 
Entering Unmasked Estep 
Score: -17642806.000000 Penalty: 5885.132812
	Iteration 32Q: 3 clusters Score -1.764281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -17642816.000000 Penalty: 5885.132812
	Iteration 33Q: 3 clusters Score -1.764282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 140732 members 
Entering Unmasked Estep 
Score: -17642824.000000 Penalty: 5885.132812
	Iteration 34Q: 3 clusters Score -1.764282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -17642840.000000 Penalty: 5885.132812
	Iteration 35Q: 3 clusters Score -1.764284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 140747 members 
Entering Unmasked Estep 
Score: -17642824.000000 Penalty: 5885.132812
	Iteration 36Q: 3 clusters Score -1.764282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 140755 members 
Entering Unmasked Estep 
Score: -17642842.000000 Penalty: 5885.132812
	Iteration 37Q: 3 clusters Score -1.764284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 140758 members 
Entering Unmasked Estep 
Score: -17642846.000000 Penalty: 5885.132812
	Iteration 38Q: 3 clusters Score -1.764285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 140758 members 
Entering Unmasked Estep 
Score: -17642846.000000 Penalty: 5885.132812
	Iteration 39F: 3 clusters Score -1.764285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Entering Unmasked Estep 
Score: -803436.750000 Penalty: 2191.420898
	Iteration 0F: 2 clusters Score -803436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -797733.000000 Penalty: 4382.841797
	Iteration 0F: 3 clusters Score -797733 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -799209.937500 Penalty: 4382.841797
	Iteration 1F: 3 clusters Score -799209.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -799463.687500 Penalty: 4382.841797
	Iteration 2F: 3 clusters Score -799463.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -799605.875000 Penalty: 4382.841797
	Iteration 3Q: 3 clusters Score -799605.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -799695.312500 Penalty: 4382.841797
	Iteration 4Q: 3 clusters Score -799695.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -799800.937500 Penalty: 4382.841797
	Iteration 5Q: 3 clusters Score -799800.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -799938.125000 Penalty: 4382.841797
	Iteration 6Q: 3 clusters Score -799938.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -800099.000000 Penalty: 4382.841797
	Iteration 7Q: 3 clusters Score -800099 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -800334.250000 Penalty: 4382.841797
	Iteration 8Q: 3 clusters Score -800334.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -800651.250000 Penalty: 4382.841797
	Iteration 9Q: 3 clusters Score -800651.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -801037.750000 Penalty: 4382.841797
	Iteration 10F: 3 clusters Score -801037.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -801410.125000 Penalty: 4382.841797
	Iteration 11F: 3 clusters Score -801410.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -801717.250000 Penalty: 4382.841797
	Iteration 12F: 3 clusters Score -801717.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -801947.937500 Penalty: 4382.841797
	Iteration 13Q: 3 clusters Score -801947.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -802094.062500 Penalty: 4382.841797
	Iteration 14Q: 3 clusters Score -802094.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -802173.750000 Penalty: 4382.841797
	Iteration 15Q: 3 clusters Score -802173.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -802227.250000 Penalty: 4382.841797
	Iteration 16Q: 3 clusters Score -802227.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -802261.687500 Penalty: 4382.841797
	Iteration 17Q: 3 clusters Score -802261.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -802286.562500 Penalty: 4382.841797
	Iteration 18Q: 3 clusters Score -802286.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -802308.687500 Penalty: 4382.841797
	Iteration 19Q: 3 clusters Score -802308.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -802325.125000 Penalty: 4382.841797
	Iteration 20F: 3 clusters Score -802325.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -802339.437500 Penalty: 4382.841797
	Iteration 21Q: 3 clusters Score -802339.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -802347.937500 Penalty: 4382.841797
	Iteration 22Q: 3 clusters Score -802347.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -802352.812500 Penalty: 4382.841797
	Iteration 23Q: 3 clusters Score -802352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -802356.500000 Penalty: 4382.841797
	Iteration 24Q: 3 clusters Score -802356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -802358.312500 Penalty: 4382.841797
	Iteration 25Q: 3 clusters Score -802358.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -802358.625000 Penalty: 4382.841797
	Iteration 26Q: 3 clusters Score -802358.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -802359.937500 Penalty: 4382.841797
	Iteration 27Q: 3 clusters Score -802359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -802361.437500 Penalty: 4382.841797
	Iteration 28Q: 3 clusters Score -802361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -802360.562500 Penalty: 4382.841797
	Iteration 29Q: 3 clusters Score -802360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -802361.250000 Penalty: 4382.841797
	Iteration 30Q: 3 clusters Score -802361.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -802360.875000 Penalty: 4382.841797
	Iteration 31Q: 3 clusters Score -802360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -802360.875000 Penalty: 4382.841797
	Iteration 32F: 3 clusters Score -802360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -158101.984375 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -158102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -155879.921875 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -155879.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -156406.531250 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -156406.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -156682.515625 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -156682.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -156877.953125 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -156878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -157008.093750 Penalty: 3618.347900
	Iteration 4Q: 3 clusters Score -157008.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -157093.031250 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -157093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -157163.265625 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -157163.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -157238.593750 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -157238.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -157301.218750 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -157301.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -157367.015625 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -157367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -157443.812500 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -157443.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -157651.234375 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -157651.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157988.031250 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -157988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -158265.156250 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -158265.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -158340.531250 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -158340.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -158386.078125 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -158386.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -158416.906250 Penalty: 3618.347900
	Iteration 16Q: 3 clusters Score -158416.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -158439.390625 Penalty: 3618.347900
	Iteration 17Q: 3 clusters Score -158439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -158447.390625 Penalty: 3618.347900
	Iteration 18Q: 3 clusters Score -158447.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -158451.468750 Penalty: 3618.347900
	Iteration 19Q: 3 clusters Score -158451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -158451.921875 Penalty: 3618.347900
	Iteration 20F: 3 clusters Score -158451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -158453.984375 Penalty: 3618.347900
	Iteration 21Q: 3 clusters Score -158454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -158455.312500 Penalty: 3618.347900
	Iteration 22Q: 3 clusters Score -158455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -158457.015625 Penalty: 3618.347900
	Iteration 23Q: 3 clusters Score -158457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -158457.765625 Penalty: 3618.347900
	Iteration 24Q: 3 clusters Score -158457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158458.343750 Penalty: 3618.347900
	Iteration 25Q: 3 clusters Score -158458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -158458.343750 Penalty: 3618.347900
	Iteration 26F: 3 clusters Score -158458.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 75730 members 
Mstep: Class 3 contains 3786 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 171546 members 
Mstep: Class 7 contains 55101 members 
Mstep: Class 8 contains 142228 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 12 contains 194285 members 
Mstep: Class 13 contains 66951 members 
Mstep: Class 14 contains 166008 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 170890 members 
Mstep: Class 18 contains 14047 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 90068 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 162245 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 13017 members 
Mstep: Class 26 contains 849 members 
Entering Unmasked Estep 
Score: -194678704.000000 Penalty: 92160.671875
Splitting cluster 10 changes total score from -194680304.000000 to -194678704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -81344.750000 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -81344.75 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 379 members 
Entering Unmasked Estep 
Score: -79659.648438 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -79659.65 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79911.148438 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -79911.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79977.656250 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -79977.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80007.781250 Penalty: 3270.149902
	Iteration 3Q: 3 clusters Score -80007.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80020.210938 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -80020.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80025.718750 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -80025.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80039.242188 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -80039.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80047.804688 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -80047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80063.265625 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -80063.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80095.656250 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -80095.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80203.890625 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -80203.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80343.203125 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -80343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80388.882812 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -80388.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80426.164062 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -80426.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80492.164062 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -80492.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80548.937500 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -80548.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80575.226562 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -80575.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80600.570312 Penalty: 3270.149902
	Iteration 17Q: 3 clusters Score -80600.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80615.609375 Penalty: 3270.149902
	Iteration 18Q: 3 clusters Score -80615.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80632.484375 Penalty: 3270.149902
	Iteration 19Q: 3 clusters Score -80632.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80668.796875 Penalty: 3270.149902
	Iteration 20F: 3 clusters Score -80668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80754.726562 Penalty: 3270.149902
	Iteration 21Q: 3 clusters Score -80754.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80862.507812 Penalty: 3270.149902
	Iteration 22Q: 3 clusters Score -80862.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80921.687500 Penalty: 3270.149902
	Iteration 23Q: 3 clusters Score -80921.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80937.812500 Penalty: 3270.149902
	Iteration 24Q: 3 clusters Score -80937.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80943.921875 Penalty: 3270.149902
	Iteration 25Q: 3 clusters Score -80943.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80949.242188 Penalty: 3270.149902
	Iteration 26Q: 3 clusters Score -80949.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80951.765625 Penalty: 3270.149902
	Iteration 27Q: 3 clusters Score -80951.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80952.679688 Penalty: 3270.149902
	Iteration 28Q: 3 clusters Score -80952.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80952.679688 Penalty: 3270.149902
	Iteration 29F: 3 clusters Score -80952.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (194285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194285 members 
Entering Unmasked Estep 
Score: -23813980.000000 Penalty: 3019.916016
	Iteration 0F: 2 clusters Score -2.381398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97178 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -23690532.000000 Penalty: 6039.832031
	Iteration 0F: 3 clusters Score -2.369053e+07 nChanged 93597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98565 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -23744820.000000 Penalty: 6039.832031
	Iteration 1F: 3 clusters Score -2.374482e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -23745926.000000 Penalty: 6039.832031
	Iteration 2Q: 3 clusters Score -2.374593e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 94441 members 
Entering Unmasked Estep 
Score: -23747134.000000 Penalty: 6039.832031
	Iteration 3Q: 3 clusters Score -2.374713e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100895 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -23749002.000000 Penalty: 6039.832031
	Iteration 4Q: 3 clusters Score -2.3749e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -23751616.000000 Penalty: 6039.832031
	Iteration 5Q: 3 clusters Score -2.375162e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -23755788.000000 Penalty: 6039.832031
	Iteration 6Q: 3 clusters Score -2.375579e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 88226 members 
Entering Unmasked Estep 
Score: -23762756.000000 Penalty: 6039.832031
	Iteration 7F: 3 clusters Score -2.376276e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -23772862.000000 Penalty: 6039.832031
	Iteration 8F: 3 clusters Score -2.377286e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -23783140.000000 Penalty: 6039.832031
	Iteration 9F: 3 clusters Score -2.378314e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 85151 members 
Entering Unmasked Estep 
Score: -23788586.000000 Penalty: 6039.832031
	Iteration 10F: 3 clusters Score -2.378859e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -23790292.000000 Penalty: 6039.832031
	Iteration 11Q: 3 clusters Score -2.379029e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -23791326.000000 Penalty: 6039.832031
	Iteration 12Q: 3 clusters Score -2.379133e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -23792146.000000 Penalty: 6039.832031
	Iteration 13Q: 3 clusters Score -2.379215e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 84048 members 
Entering Unmasked Estep 
Score: -23792820.000000 Penalty: 6039.832031
	Iteration 14Q: 3 clusters Score -2.379282e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110379 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -23793368.000000 Penalty: 6039.832031
	Iteration 15Q: 3 clusters Score -2.379337e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -23794060.000000 Penalty: 6039.832031
	Iteration 16Q: 3 clusters Score -2.379406e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 83784 members 
Entering Unmasked Estep 
Score: -23794610.000000 Penalty: 6039.832031
	Iteration 17Q: 3 clusters Score -2.379461e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -23795300.000000 Penalty: 6039.832031
	Iteration 18Q: 3 clusters Score -2.37953e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110563 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -23795908.000000 Penalty: 6039.832031
	Iteration 19Q: 3 clusters Score -2.379591e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -23796382.000000 Penalty: 6039.832031
	Iteration 20F: 3 clusters Score -2.379638e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -23796726.000000 Penalty: 6039.832031
	Iteration 21Q: 3 clusters Score -2.379673e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -23797006.000000 Penalty: 6039.832031
	Iteration 22Q: 3 clusters Score -2.379701e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -23797338.000000 Penalty: 6039.832031
	Iteration 23Q: 3 clusters Score -2.379734e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -23797536.000000 Penalty: 6039.832031
	Iteration 24Q: 3 clusters Score -2.379754e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109808 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -23797916.000000 Penalty: 6039.832031
	Iteration 25Q: 3 clusters Score -2.379792e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109547 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -23798090.000000 Penalty: 6039.832031
	Iteration 26Q: 3 clusters Score -2.379809e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -23798182.000000 Penalty: 6039.832031
	Iteration 27Q: 3 clusters Score -2.379818e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -23798274.000000 Penalty: 6039.832031
	Iteration 28Q: 3 clusters Score -2.379827e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108739 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -23798384.000000 Penalty: 6039.832031
	Iteration 29Q: 3 clusters Score -2.379838e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -23798470.000000 Penalty: 6039.832031
	Iteration 30Q: 3 clusters Score -2.379847e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108098 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -23798648.000000 Penalty: 6039.832031
	Iteration 31Q: 3 clusters Score -2.379865e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 86611 members 
Entering Unmasked Estep 
Score: -23798678.000000 Penalty: 6039.832031
	Iteration 32Q: 3 clusters Score -2.379868e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107183 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -23798842.000000 Penalty: 6039.832031
	Iteration 33Q: 3 clusters Score -2.379884e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106636 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -23798920.000000 Penalty: 6039.832031
	Iteration 34Q: 3 clusters Score -2.379892e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -23799120.000000 Penalty: 6039.832031
	Iteration 35Q: 3 clusters Score -2.379912e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105313 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -23799308.000000 Penalty: 6039.832031
	Iteration 36Q: 3 clusters Score -2.379931e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -23799508.000000 Penalty: 6039.832031
	Iteration 37Q: 3 clusters Score -2.379951e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -23799602.000000 Penalty: 6039.832031
	Iteration 38Q: 3 clusters Score -2.37996e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -23799836.000000 Penalty: 6039.832031
	Iteration 39Q: 3 clusters Score -2.379984e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102053 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -23799952.000000 Penalty: 6039.832031
	Iteration 40F: 3 clusters Score -2.379995e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -23800236.000000 Penalty: 6039.832031
	Iteration 41Q: 3 clusters Score -2.380024e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -23800502.000000 Penalty: 6039.832031
	Iteration 42Q: 3 clusters Score -2.38005e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -23800766.000000 Penalty: 6039.832031
	Iteration 43Q: 3 clusters Score -2.380077e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -23801030.000000 Penalty: 6039.832031
	Iteration 44Q: 3 clusters Score -2.380103e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 98065 members 
Entering Unmasked Estep 
Score: -23801250.000000 Penalty: 6039.832031
	Iteration 45Q: 3 clusters Score -2.380125e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 99452 members 
Entering Unmasked Estep 
Score: -23801478.000000 Penalty: 6039.832031
	Iteration 46Q: 3 clusters Score -2.380148e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -23801790.000000 Penalty: 6039.832031
	Iteration 47Q: 3 clusters Score -2.380179e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -23802234.000000 Penalty: 6039.832031
	Iteration 48Q: 3 clusters Score -2.380223e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 104111 members 
Entering Unmasked Estep 
Score: -23802768.000000 Penalty: 6039.832031
	Iteration 49Q: 3 clusters Score -2.380277e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -23803280.000000 Penalty: 6039.832031
	Iteration 50Q: 3 clusters Score -2.380328e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -23803800.000000 Penalty: 6039.832031
	Iteration 51Q: 3 clusters Score -2.38038e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -23804070.000000 Penalty: 6039.832031
	Iteration 52Q: 3 clusters Score -2.380407e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -23804588.000000 Penalty: 6039.832031
	Iteration 53Q: 3 clusters Score -2.380459e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 112962 members 
Entering Unmasked Estep 
Score: -23804978.000000 Penalty: 6039.832031
	Iteration 54Q: 3 clusters Score -2.380498e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 114811 members 
Entering Unmasked Estep 
Score: -23805364.000000 Penalty: 6039.832031
	Iteration 55Q: 3 clusters Score -2.380536e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
Score: -23805900.000000 Penalty: 6039.832031
	Iteration 56Q: 3 clusters Score -2.38059e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -23806398.000000 Penalty: 6039.832031
	Iteration 57Q: 3 clusters Score -2.38064e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 120529 members 
Entering Unmasked Estep 
Score: -23806804.000000 Penalty: 6039.832031
	Iteration 58Q: 3 clusters Score -2.38068e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 122386 members 
Entering Unmasked Estep 
Score: -23807096.000000 Penalty: 6039.832031
	Iteration 59Q: 3 clusters Score -2.38071e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -23807554.000000 Penalty: 6039.832031
	Iteration 60F: 3 clusters Score -2.380755e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -23807872.000000 Penalty: 6039.832031
	Iteration 61Q: 3 clusters Score -2.380787e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -23808238.000000 Penalty: 6039.832031
	Iteration 62Q: 3 clusters Score -2.380824e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -23808564.000000 Penalty: 6039.832031
	Iteration 63Q: 3 clusters Score -2.380856e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 131369 members 
Entering Unmasked Estep 
Score: -23808954.000000 Penalty: 6039.832031
	Iteration 64Q: 3 clusters Score -2.380895e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 133059 members 
Entering Unmasked Estep 
Score: -23809266.000000 Penalty: 6039.832031
	Iteration 65Q: 3 clusters Score -2.380927e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 134720 members 
Entering Unmasked Estep 
Score: -23809616.000000 Penalty: 6039.832031
	Iteration 66Q: 3 clusters Score -2.380962e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -23810054.000000 Penalty: 6039.832031
	Iteration 67Q: 3 clusters Score -2.381005e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 137957 members 
Entering Unmasked Estep 
Score: -23810420.000000 Penalty: 6039.832031
	Iteration 68Q: 3 clusters Score -2.381042e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 139513 members 
Entering Unmasked Estep 
Score: -23810876.000000 Penalty: 6039.832031
	Iteration 69Q: 3 clusters Score -2.381088e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -23811126.000000 Penalty: 6039.832031
	Iteration 70Q: 3 clusters Score -2.381113e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -23811314.000000 Penalty: 6039.832031
	Iteration 71Q: 3 clusters Score -2.381131e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 143691 members 
Entering Unmasked Estep 
Score: -23811538.000000 Penalty: 6039.832031
	Iteration 72Q: 3 clusters Score -2.381154e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 144992 members 
Entering Unmasked Estep 
Score: -23811884.000000 Penalty: 6039.832031
	Iteration 73Q: 3 clusters Score -2.381188e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -23812150.000000 Penalty: 6039.832031
	Iteration 74Q: 3 clusters Score -2.381215e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 147734 members 
Entering Unmasked Estep 
Score: -23812368.000000 Penalty: 6039.832031
	Iteration 75Q: 3 clusters Score -2.381237e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 149136 members 
Entering Unmasked Estep 
Score: -23812398.000000 Penalty: 6039.832031
	Iteration 76Q: 3 clusters Score -2.38124e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -23812630.000000 Penalty: 6039.832031
	Iteration 77Q: 3 clusters Score -2.381263e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 151903 members 
Entering Unmasked Estep 
Score: -23812808.000000 Penalty: 6039.832031
	Iteration 78Q: 3 clusters Score -2.381281e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -23813030.000000 Penalty: 6039.832031
	Iteration 79Q: 3 clusters Score -2.381303e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 154612 members 
Entering Unmasked Estep 
Score: -23813298.000000 Penalty: 6039.832031
	Iteration 80F: 3 clusters Score -2.38133e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 155943 members 
Entering Unmasked Estep 
Score: -23813552.000000 Penalty: 6039.832031
	Iteration 81Q: 3 clusters Score -2.381355e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -23813774.000000 Penalty: 6039.832031
	Iteration 82Q: 3 clusters Score -2.381377e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 158581 members 
Entering Unmasked Estep 
Score: -23813904.000000 Penalty: 6039.832031
	Iteration 83Q: 3 clusters Score -2.38139e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -23814040.000000 Penalty: 6039.832031
	Iteration 84Q: 3 clusters Score -2.381404e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -23814070.000000 Penalty: 6039.832031
	Iteration 85Q: 3 clusters Score -2.381407e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -23814058.000000 Penalty: 6039.832031
	Iteration 86Q: 3 clusters Score -2.381406e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -23814132.000000 Penalty: 6039.832031
	Iteration 87Q: 3 clusters Score -2.381413e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 164641 members 
Entering Unmasked Estep 
Score: -23814158.000000 Penalty: 6039.832031
	Iteration 88Q: 3 clusters Score -2.381416e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -23814116.000000 Penalty: 6039.832031
	Iteration 89Q: 3 clusters Score -2.381412e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 166873 members 
Entering Unmasked Estep 
Score: -23813944.000000 Penalty: 6039.832031
	Iteration 90Q: 3 clusters Score -2.381394e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -23813918.000000 Penalty: 6039.832031
	Iteration 91Q: 3 clusters Score -2.381392e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -23813914.000000 Penalty: 6039.832031
	Iteration 92Q: 3 clusters Score -2.381391e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 169883 members 
Entering Unmasked Estep 
Score: -23813892.000000 Penalty: 6039.832031
	Iteration 93Q: 3 clusters Score -2.381389e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 170805 members 
Entering Unmasked Estep 
Score: -23813820.000000 Penalty: 6039.832031
	Iteration 94Q: 3 clusters Score -2.381382e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -23813778.000000 Penalty: 6039.832031
	Iteration 95Q: 3 clusters Score -2.381378e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 172491 members 
Entering Unmasked Estep 
Score: -23813710.000000 Penalty: 6039.832031
	Iteration 96Q: 3 clusters Score -2.381371e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 173254 members 
Entering Unmasked Estep 
Score: -23813666.000000 Penalty: 6039.832031
	Iteration 97Q: 3 clusters Score -2.381367e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 173975 members 
Entering Unmasked Estep 
Score: -23813724.000000 Penalty: 6039.832031
	Iteration 98Q: 3 clusters Score -2.381372e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -23813644.000000 Penalty: 6039.832031
	Iteration 99Q: 3 clusters Score -2.381364e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -23813588.000000 Penalty: 6039.832031
	Iteration 100F: 3 clusters Score -2.381359e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 176032 members 
Entering Unmasked Estep 
Score: -23813634.000000 Penalty: 6039.832031
	Iteration 101Q: 3 clusters Score -2.381363e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 176649 members 
Entering Unmasked Estep 
Score: -23813606.000000 Penalty: 6039.832031
	Iteration 102Q: 3 clusters Score -2.381361e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 177193 members 
Entering Unmasked Estep 
Score: -23813522.000000 Penalty: 6039.832031
	Iteration 103Q: 3 clusters Score -2.381352e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 177673 members 
Entering Unmasked Estep 
Score: -23813454.000000 Penalty: 6039.832031
	Iteration 104Q: 3 clusters Score -2.381345e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -23813346.000000 Penalty: 6039.832031
	Iteration 105Q: 3 clusters Score -2.381335e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 178570 members 
Entering Unmasked Estep 
Score: -23813232.000000 Penalty: 6039.832031
	Iteration 106Q: 3 clusters Score -2.381323e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 179000 members 
Entering Unmasked Estep 
Score: -23813152.000000 Penalty: 6039.832031
	Iteration 107Q: 3 clusters Score -2.381315e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 179454 members 
Entering Unmasked Estep 
Score: -23813174.000000 Penalty: 6039.832031
	Iteration 108Q: 3 clusters Score -2.381317e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 179920 members 
Entering Unmasked Estep 
Score: -23813088.000000 Penalty: 6039.832031
	Iteration 109Q: 3 clusters Score -2.381309e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 180371 members 
Entering Unmasked Estep 
Score: -23813034.000000 Penalty: 6039.832031
	Iteration 110Q: 3 clusters Score -2.381303e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 180810 members 
Entering Unmasked Estep 
Score: -23812988.000000 Penalty: 6039.832031
	Iteration 111Q: 3 clusters Score -2.381299e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 181233 members 
Entering Unmasked Estep 
Score: -23812962.000000 Penalty: 6039.832031
	Iteration 112Q: 3 clusters Score -2.381296e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 181627 members 
Entering Unmasked Estep 
Score: -23812856.000000 Penalty: 6039.832031
	Iteration 113Q: 3 clusters Score -2.381286e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -23812788.000000 Penalty: 6039.832031
	Iteration 114Q: 3 clusters Score -2.381279e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 182373 members 
Entering Unmasked Estep 
Score: -23812710.000000 Penalty: 6039.832031
	Iteration 115Q: 3 clusters Score -2.381271e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 182726 members 
Entering Unmasked Estep 
Score: -23812694.000000 Penalty: 6039.832031
	Iteration 116Q: 3 clusters Score -2.381269e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 183046 members 
Entering Unmasked Estep 
Score: -23812594.000000 Penalty: 6039.832031
	Iteration 117Q: 3 clusters Score -2.381259e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 183353 members 
Entering Unmasked Estep 
Score: -23812498.000000 Penalty: 6039.832031
	Iteration 118Q: 3 clusters Score -2.38125e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -23812442.000000 Penalty: 6039.832031
	Iteration 119Q: 3 clusters Score -2.381244e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 183951 members 
Entering Unmasked Estep 
Score: -23812382.000000 Penalty: 6039.832031
	Iteration 120F: 3 clusters Score -2.381238e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 184217 members 
Entering Unmasked Estep 
Score: -23812328.000000 Penalty: 6039.832031
	Iteration 121Q: 3 clusters Score -2.381233e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -23812312.000000 Penalty: 6039.832031
	Iteration 122Q: 3 clusters Score -2.381231e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 184763 members 
Entering Unmasked Estep 
Score: -23812234.000000 Penalty: 6039.832031
	Iteration 123Q: 3 clusters Score -2.381223e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -23812186.000000 Penalty: 6039.832031
	Iteration 124Q: 3 clusters Score -2.381219e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 185318 members 
Entering Unmasked Estep 
Score: -23812094.000000 Penalty: 6039.832031
	Iteration 125Q: 3 clusters Score -2.381209e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 185569 members 
Entering Unmasked Estep 
Score: -23812078.000000 Penalty: 6039.832031
	Iteration 126Q: 3 clusters Score -2.381208e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 185815 members 
Entering Unmasked Estep 
Score: -23811970.000000 Penalty: 6039.832031
	Iteration 127Q: 3 clusters Score -2.381197e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 186073 members 
Entering Unmasked Estep 
Score: -23811922.000000 Penalty: 6039.832031
	Iteration 128Q: 3 clusters Score -2.381192e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 186351 members 
Entering Unmasked Estep 
Score: -23811850.000000 Penalty: 6039.832031
	Iteration 129Q: 3 clusters Score -2.381185e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 186617 members 
Entering Unmasked Estep 
Score: -23811852.000000 Penalty: 6039.832031
	Iteration 130Q: 3 clusters Score -2.381185e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -23811824.000000 Penalty: 6039.832031
	Iteration 131Q: 3 clusters Score -2.381182e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 187187 members 
Entering Unmasked Estep 
Score: -23811768.000000 Penalty: 6039.832031
	Iteration 132Q: 3 clusters Score -2.381177e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 187461 members 
Entering Unmasked Estep 
Score: -23811724.000000 Penalty: 6039.832031
	Iteration 133Q: 3 clusters Score -2.381172e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 187722 members 
Entering Unmasked Estep 
Score: -23811698.000000 Penalty: 6039.832031
	Iteration 134Q: 3 clusters Score -2.38117e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 187993 members 
Entering Unmasked Estep 
Score: -23811678.000000 Penalty: 6039.832031
	Iteration 135Q: 3 clusters Score -2.381168e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 188247 members 
Entering Unmasked Estep 
Score: -23811686.000000 Penalty: 6039.832031
	Iteration 136Q: 3 clusters Score -2.381169e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 188473 members 
Entering Unmasked Estep 
Score: -23811632.000000 Penalty: 6039.832031
	Iteration 137Q: 3 clusters Score -2.381163e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 188682 members 
Entering Unmasked Estep 
Score: -23811590.000000 Penalty: 6039.832031
	Iteration 138Q: 3 clusters Score -2.381159e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 188875 members 
Entering Unmasked Estep 
Score: -23811596.000000 Penalty: 6039.832031
	Iteration 139Q: 3 clusters Score -2.38116e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 189071 members 
Entering Unmasked Estep 
Score: -23811578.000000 Penalty: 6039.832031
	Iteration 140F: 3 clusters Score -2.381158e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 189274 members 
Entering Unmasked Estep 
Score: -23811598.000000 Penalty: 6039.832031
	Iteration 141Q: 3 clusters Score -2.38116e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 189483 members 
Entering Unmasked Estep 
Score: -23811590.000000 Penalty: 6039.832031
	Iteration 142Q: 3 clusters Score -2.381159e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 189687 members 
Entering Unmasked Estep 
Score: -23811558.000000 Penalty: 6039.832031
	Iteration 143Q: 3 clusters Score -2.381156e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -23811562.000000 Penalty: 6039.832031
	Iteration 144Q: 3 clusters Score -2.381156e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 190043 members 
Entering Unmasked Estep 
Score: -23811554.000000 Penalty: 6039.832031
	Iteration 145Q: 3 clusters Score -2.381155e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 190210 members 
Entering Unmasked Estep 
Score: -23811558.000000 Penalty: 6039.832031
	Iteration 146Q: 3 clusters Score -2.381156e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 190365 members 
Entering Unmasked Estep 
Score: -23811532.000000 Penalty: 6039.832031
	Iteration 147Q: 3 clusters Score -2.381153e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 190526 members 
Entering Unmasked Estep 
Score: -23811538.000000 Penalty: 6039.832031
	Iteration 148Q: 3 clusters Score -2.381154e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 190684 members 
Entering Unmasked Estep 
Score: -23811514.000000 Penalty: 6039.832031
	Iteration 149Q: 3 clusters Score -2.381151e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 190834 members 
Entering Unmasked Estep 
Score: -23811502.000000 Penalty: 6039.832031
	Iteration 150Q: 3 clusters Score -2.38115e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 190993 members 
Entering Unmasked Estep 
Score: -23811502.000000 Penalty: 6039.832031
	Iteration 151Q: 3 clusters Score -2.38115e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 191137 members 
Entering Unmasked Estep 
Score: -23811508.000000 Penalty: 6039.832031
	Iteration 152Q: 3 clusters Score -2.381151e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 191286 members 
Entering Unmasked Estep 
Score: -23811494.000000 Penalty: 6039.832031
	Iteration 153Q: 3 clusters Score -2.381149e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -23811478.000000 Penalty: 6039.832031
	Iteration 154Q: 3 clusters Score -2.381148e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 191581 members 
Entering Unmasked Estep 
Score: -23811510.000000 Penalty: 6039.832031
	Iteration 155Q: 3 clusters Score -2.381151e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 191714 members 
Entering Unmasked Estep 
Score: -23811548.000000 Penalty: 6039.832031
	Iteration 156Q: 3 clusters Score -2.381155e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 191823 members 
Entering Unmasked Estep 
Score: -23811524.000000 Penalty: 6039.832031
	Iteration 157Q: 3 clusters Score -2.381152e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 191935 members 
Entering Unmasked Estep 
Score: -23811540.000000 Penalty: 6039.832031
	Iteration 158Q: 3 clusters Score -2.381154e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 192054 members 
Entering Unmasked Estep 
Score: -23811568.000000 Penalty: 6039.832031
	Iteration 159Q: 3 clusters Score -2.381157e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 192163 members 
Entering Unmasked Estep 
Score: -23811570.000000 Penalty: 6039.832031
	Iteration 160F: 3 clusters Score -2.381157e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 192253 members 
Entering Unmasked Estep 
Score: -23811576.000000 Penalty: 6039.832031
	Iteration 161Q: 3 clusters Score -2.381158e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 192343 members 
Entering Unmasked Estep 
Score: -23811592.000000 Penalty: 6039.832031
	Iteration 162Q: 3 clusters Score -2.381159e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 192438 members 
Entering Unmasked Estep 
Score: -23811592.000000 Penalty: 6039.832031
	Iteration 163Q: 3 clusters Score -2.381159e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 192517 members 
Entering Unmasked Estep 
Score: -23811608.000000 Penalty: 6039.832031
	Iteration 164Q: 3 clusters Score -2.381161e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 192591 members 
Entering Unmasked Estep 
Score: -23811644.000000 Penalty: 6039.832031
	Iteration 165Q: 3 clusters Score -2.381164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 192661 members 
Entering Unmasked Estep 
Score: -23811634.000000 Penalty: 6039.832031
	Iteration 166Q: 3 clusters Score -2.381163e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 192727 members 
Entering Unmasked Estep 
Score: -23811624.000000 Penalty: 6039.832031
	Iteration 167Q: 3 clusters Score -2.381162e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 192793 members 
Entering Unmasked Estep 
Score: -23811612.000000 Penalty: 6039.832031
	Iteration 168Q: 3 clusters Score -2.381161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 192843 members 
Entering Unmasked Estep 
Score: -23811618.000000 Penalty: 6039.832031
	Iteration 169Q: 3 clusters Score -2.381162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -23811658.000000 Penalty: 6039.832031
	Iteration 170Q: 3 clusters Score -2.381166e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 192939 members 
Entering Unmasked Estep 
Score: -23811630.000000 Penalty: 6039.832031
	Iteration 171Q: 3 clusters Score -2.381163e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 192983 members 
Entering Unmasked Estep 
Score: -23811646.000000 Penalty: 6039.832031
	Iteration 172Q: 3 clusters Score -2.381165e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 193023 members 
Entering Unmasked Estep 
Score: -23811648.000000 Penalty: 6039.832031
	Iteration 173Q: 3 clusters Score -2.381165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 193060 members 
Entering Unmasked Estep 
Score: -23811636.000000 Penalty: 6039.832031
	Iteration 174Q: 3 clusters Score -2.381164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 193087 members 
Entering Unmasked Estep 
Score: -23811670.000000 Penalty: 6039.832031
	Iteration 175Q: 3 clusters Score -2.381167e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 193112 members 
Entering Unmasked Estep 
Score: -23811650.000000 Penalty: 6039.832031
	Iteration 176Q: 3 clusters Score -2.381165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 193124 members 
Entering Unmasked Estep 
Score: -23811664.000000 Penalty: 6039.832031
	Iteration 177Q: 3 clusters Score -2.381166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 193139 members 
Entering Unmasked Estep 
Score: -23811664.000000 Penalty: 6039.832031
	Iteration 178Q: 3 clusters Score -2.381166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 193151 members 
Entering Unmasked Estep 
Score: -23811672.000000 Penalty: 6039.832031
	Iteration 179Q: 3 clusters Score -2.381167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 193158 members 
Entering Unmasked Estep 
Score: -23811660.000000 Penalty: 6039.832031
	Iteration 180F: 3 clusters Score -2.381166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 193167 members 
Entering Unmasked Estep 
Score: -23811684.000000 Penalty: 6039.832031
	Iteration 181Q: 3 clusters Score -2.381168e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 193180 members 
Entering Unmasked Estep 
Score: -23811688.000000 Penalty: 6039.832031
	Iteration 182Q: 3 clusters Score -2.381169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 193190 members 
Entering Unmasked Estep 
Score: -23811680.000000 Penalty: 6039.832031
	Iteration 183Q: 3 clusters Score -2.381168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 193197 members 
Entering Unmasked Estep 
Score: -23811676.000000 Penalty: 6039.832031
	Iteration 184Q: 3 clusters Score -2.381168e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 193212 members 
Entering Unmasked Estep 
Score: -23811672.000000 Penalty: 6039.832031
	Iteration 185Q: 3 clusters Score -2.381167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 193229 members 
Entering Unmasked Estep 
Score: -23811674.000000 Penalty: 6039.832031
	Iteration 186Q: 3 clusters Score -2.381167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 193242 members 
Entering Unmasked Estep 
Score: -23811700.000000 Penalty: 6039.832031
	Iteration 187Q: 3 clusters Score -2.38117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 193248 members 
Entering Unmasked Estep 
Score: -23811698.000000 Penalty: 6039.832031
	Iteration 188Q: 3 clusters Score -2.38117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 193258 members 
Entering Unmasked Estep 
Score: -23811698.000000 Penalty: 6039.832031
	Iteration 189Q: 3 clusters Score -2.38117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -23811696.000000 Penalty: 6039.832031
	Iteration 190Q: 3 clusters Score -2.38117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 193280 members 
Entering Unmasked Estep 
Score: -23811686.000000 Penalty: 6039.832031
	Iteration 191Q: 3 clusters Score -2.381169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 193283 members 
Entering Unmasked Estep 
Score: -23811692.000000 Penalty: 6039.832031
	Iteration 192Q: 3 clusters Score -2.381169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 193289 members 
Entering Unmasked Estep 
Score: -23811712.000000 Penalty: 6039.832031
	Iteration 193Q: 3 clusters Score -2.381171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 193294 members 
Entering Unmasked Estep 
Score: -23811744.000000 Penalty: 6039.832031
	Iteration 194Q: 3 clusters Score -2.381174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 193300 members 
Entering Unmasked Estep 
Score: -23811726.000000 Penalty: 6039.832031
	Iteration 195Q: 3 clusters Score -2.381173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 193306 members 
Entering Unmasked Estep 
Score: -23811718.000000 Penalty: 6039.832031
	Iteration 196Q: 3 clusters Score -2.381172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 193319 members 
Entering Unmasked Estep 
Score: -23811728.000000 Penalty: 6039.832031
	Iteration 197Q: 3 clusters Score -2.381173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 193326 members 
Entering Unmasked Estep 
Score: -23811728.000000 Penalty: 6039.832031
	Iteration 198Q: 3 clusters Score -2.381173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 193336 members 
Entering Unmasked Estep 
Score: -23811744.000000 Penalty: 6039.832031
	Iteration 199Q: 3 clusters Score -2.381174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 193343 members 
Entering Unmasked Estep 
Score: -23811748.000000 Penalty: 6039.832031
	Iteration 200F: 3 clusters Score -2.381175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 193352 members 
Entering Unmasked Estep 
Score: -23811744.000000 Penalty: 6039.832031
	Iteration 201Q: 3 clusters Score -2.381174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 193357 members 
Entering Unmasked Estep 
Score: -23811746.000000 Penalty: 6039.832031
	Iteration 202Q: 3 clusters Score -2.381175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 193361 members 
Entering Unmasked Estep 
Score: -23811756.000000 Penalty: 6039.832031
	Iteration 203Q: 3 clusters Score -2.381176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 193368 members 
Entering Unmasked Estep 
Score: -23811746.000000 Penalty: 6039.832031
	Iteration 204Q: 3 clusters Score -2.381175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 193371 members 
Entering Unmasked Estep 
Score: -23811752.000000 Penalty: 6039.832031
	Iteration 205Q: 3 clusters Score -2.381175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
Score: -23811748.000000 Penalty: 6039.832031
	Iteration 206Q: 3 clusters Score -2.381175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 193372 members 
Entering Unmasked Estep 
Score: -23811748.000000 Penalty: 6039.832031
	Iteration 207F: 3 clusters Score -2.381175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Entering Unmasked Estep 
Score: -7959058.000000 Penalty: 2755.705566
	Iteration 0F: 2 clusters Score -7959058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -7914190.500000 Penalty: 5511.411133
	Iteration 0F: 3 clusters Score -7914190 nChanged 31195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -7931602.000000 Penalty: 5511.411133
	Iteration 1F: 3 clusters Score -7931602 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -7932267.500000 Penalty: 5511.411133
	Iteration 2Q: 3 clusters Score -7932268 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7933153.000000 Penalty: 5511.411133
	Iteration 3Q: 3 clusters Score -7933153 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7934561.500000 Penalty: 5511.411133
	Iteration 4Q: 3 clusters Score -7934562 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -7936878.000000 Penalty: 5511.411133
	Iteration 5F: 3 clusters Score -7936878 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -7940721.500000 Penalty: 5511.411133
	Iteration 6F: 3 clusters Score -7940722 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7945845.000000 Penalty: 5511.411133
	Iteration 7F: 3 clusters Score -7945845 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -7950973.000000 Penalty: 5511.411133
	Iteration 8F: 3 clusters Score -7950973 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -7954331.500000 Penalty: 5511.411133
	Iteration 9F: 3 clusters Score -7954332 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -7955829.500000 Penalty: 5511.411133
	Iteration 10Q: 3 clusters Score -7955830 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -7956358.500000 Penalty: 5511.411133
	Iteration 11Q: 3 clusters Score -7956358 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -7956550.500000 Penalty: 5511.411133
	Iteration 12Q: 3 clusters Score -7956550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -7956640.000000 Penalty: 5511.411133
	Iteration 13Q: 3 clusters Score -7956640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66683 members 
Entering Unmasked Estep 
Score: -7956683.500000 Penalty: 5511.411133
	Iteration 14Q: 3 clusters Score -7956684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -7956712.500000 Penalty: 5511.411133
	Iteration 15Q: 3 clusters Score -7956712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
Score: -7956731.500000 Penalty: 5511.411133
	Iteration 16Q: 3 clusters Score -7956732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -7956743.500000 Penalty: 5511.411133
	Iteration 17Q: 3 clusters Score -7956744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -7956750.500000 Penalty: 5511.411133
	Iteration 18Q: 3 clusters Score -7956750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -7956754.000000 Penalty: 5511.411133
	Iteration 19Q: 3 clusters Score -7956754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -7956763.000000 Penalty: 5511.411133
	Iteration 20F: 3 clusters Score -7956763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -7956775.000000 Penalty: 5511.411133
	Iteration 21Q: 3 clusters Score -7956775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 66709 members 
Entering Unmasked Estep 
Score: -7956777.500000 Penalty: 5511.411133
	Iteration 22Q: 3 clusters Score -7956778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -7956776.000000 Penalty: 5511.411133
	Iteration 23Q: 3 clusters Score -7956776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -7956780.000000 Penalty: 5511.411133
	Iteration 24Q: 3 clusters Score -7956780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -7956790.000000 Penalty: 5511.411133
	Iteration 25Q: 3 clusters Score -7956790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -7956791.500000 Penalty: 5511.411133
	Iteration 26Q: 3 clusters Score -7956792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -7956787.500000 Penalty: 5511.411133
	Iteration 27Q: 3 clusters Score -7956788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -7956795.500000 Penalty: 5511.411133
	Iteration 28Q: 3 clusters Score -7956796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -7956800.500000 Penalty: 5511.411133
	Iteration 29Q: 3 clusters Score -7956800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -7956800.500000 Penalty: 5511.411133
	Iteration 30F: 3 clusters Score -7956800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Entering Unmasked Estep 
Score: -20564058.000000 Penalty: 2980.908203
	Iteration 0F: 2 clusters Score -2.056406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -20455534.000000 Penalty: 5961.816406
	Iteration 0F: 3 clusters Score -2.045553e+07 nChanged 79658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -20502076.000000 Penalty: 5961.816406
	Iteration 1F: 3 clusters Score -2.050208e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80973 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -20503520.000000 Penalty: 5961.816406
	Iteration 2Q: 3 clusters Score -2.050352e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -20505604.000000 Penalty: 5961.816406
	Iteration 3Q: 3 clusters Score -2.05056e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -20508682.000000 Penalty: 5961.816406
	Iteration 4Q: 3 clusters Score -2.050868e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -20513036.000000 Penalty: 5961.816406
	Iteration 5F: 3 clusters Score -2.051304e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -20519410.000000 Penalty: 5961.816406
	Iteration 6F: 3 clusters Score -2.051941e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -20527724.000000 Penalty: 5961.816406
	Iteration 7F: 3 clusters Score -2.052772e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 105946 members 
Entering Unmasked Estep 
Score: -20536784.000000 Penalty: 5961.816406
	Iteration 8F: 3 clusters Score -2.053678e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -20543178.000000 Penalty: 5961.816406
	Iteration 9F: 3 clusters Score -2.054318e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 114110 members 
Entering Unmasked Estep 
Score: -20546270.000000 Penalty: 5961.816406
	Iteration 10Q: 3 clusters Score -2.054627e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -20547746.000000 Penalty: 5961.816406
	Iteration 11Q: 3 clusters Score -2.054775e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -20548694.000000 Penalty: 5961.816406
	Iteration 12Q: 3 clusters Score -2.054869e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 122944 members 
Entering Unmasked Estep 
Score: -20549666.000000 Penalty: 5961.816406
	Iteration 13Q: 3 clusters Score -2.054967e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -20550686.000000 Penalty: 5961.816406
	Iteration 14Q: 3 clusters Score -2.055069e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -20551768.000000 Penalty: 5961.816406
	Iteration 15Q: 3 clusters Score -2.055177e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 131647 members 
Entering Unmasked Estep 
Score: -20552792.000000 Penalty: 5961.816406
	Iteration 16Q: 3 clusters Score -2.055279e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 134617 members 
Entering Unmasked Estep 
Score: -20554084.000000 Penalty: 5961.816406
	Iteration 17Q: 3 clusters Score -2.055408e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -20555336.000000 Penalty: 5961.816406
	Iteration 18Q: 3 clusters Score -2.055534e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 140426 members 
Entering Unmasked Estep 
Score: -20556638.000000 Penalty: 5961.816406
	Iteration 19Q: 3 clusters Score -2.055664e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -20557886.000000 Penalty: 5961.816406
	Iteration 20F: 3 clusters Score -2.055789e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 145844 members 
Entering Unmasked Estep 
Score: -20559042.000000 Penalty: 5961.816406
	Iteration 21Q: 3 clusters Score -2.055904e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -20559966.000000 Penalty: 5961.816406
	Iteration 22Q: 3 clusters Score -2.055997e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -20560828.000000 Penalty: 5961.816406
	Iteration 23Q: 3 clusters Score -2.056083e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 152325 members 
Entering Unmasked Estep 
Score: -20561576.000000 Penalty: 5961.816406
	Iteration 24Q: 3 clusters Score -2.056158e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 154025 members 
Entering Unmasked Estep 
Score: -20562220.000000 Penalty: 5961.816406
	Iteration 25Q: 3 clusters Score -2.056222e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
Score: -20562756.000000 Penalty: 5961.816406
	Iteration 26Q: 3 clusters Score -2.056276e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -20562988.000000 Penalty: 5961.816406
	Iteration 27Q: 3 clusters Score -2.056299e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -20563254.000000 Penalty: 5961.816406
	Iteration 28Q: 3 clusters Score -2.056325e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -20563494.000000 Penalty: 5961.816406
	Iteration 29Q: 3 clusters Score -2.056349e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -20563656.000000 Penalty: 5961.816406
	Iteration 30Q: 3 clusters Score -2.056366e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 160191 members 
Entering Unmasked Estep 
Score: -20563754.000000 Penalty: 5961.816406
	Iteration 31Q: 3 clusters Score -2.056375e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 160752 members 
Entering Unmasked Estep 
Score: -20563876.000000 Penalty: 5961.816406
	Iteration 32Q: 3 clusters Score -2.056388e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -20563986.000000 Penalty: 5961.816406
	Iteration 33Q: 3 clusters Score -2.056399e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 161542 members 
Entering Unmasked Estep 
Score: -20563986.000000 Penalty: 5961.816406
	Iteration 34Q: 3 clusters Score -2.056399e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -20564026.000000 Penalty: 5961.816406
	Iteration 35Q: 3 clusters Score -2.056403e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 162071 members 
Entering Unmasked Estep 
Score: -20563996.000000 Penalty: 5961.816406
	Iteration 36Q: 3 clusters Score -2.0564e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -20563992.000000 Penalty: 5961.816406
	Iteration 37Q: 3 clusters Score -2.056399e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -20564022.000000 Penalty: 5961.816406
	Iteration 38Q: 3 clusters Score -2.056402e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 162597 members 
Entering Unmasked Estep 
Score: -20563992.000000 Penalty: 5961.816406
	Iteration 39Q: 3 clusters Score -2.056399e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 162723 members 
Entering Unmasked Estep 
Score: -20563986.000000 Penalty: 5961.816406
	Iteration 40F: 3 clusters Score -2.056399e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 162823 members 
Entering Unmasked Estep 
Score: -20563986.000000 Penalty: 5961.816406
	Iteration 41Q: 3 clusters Score -2.056399e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 162906 members 
Entering Unmasked Estep 
Score: -20563928.000000 Penalty: 5961.816406
	Iteration 42Q: 3 clusters Score -2.056393e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 162972 members 
Entering Unmasked Estep 
Score: -20563910.000000 Penalty: 5961.816406
	Iteration 43Q: 3 clusters Score -2.056391e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 163023 members 
Entering Unmasked Estep 
Score: -20563900.000000 Penalty: 5961.816406
	Iteration 44Q: 3 clusters Score -2.05639e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 163064 members 
Entering Unmasked Estep 
Score: -20563874.000000 Penalty: 5961.816406
	Iteration 45Q: 3 clusters Score -2.056387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 163102 members 
Entering Unmasked Estep 
Score: -20563870.000000 Penalty: 5961.816406
	Iteration 46Q: 3 clusters Score -2.056387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -20563878.000000 Penalty: 5961.816406
	Iteration 47Q: 3 clusters Score -2.056388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -20563864.000000 Penalty: 5961.816406
	Iteration 48Q: 3 clusters Score -2.056386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 163150 members 
Entering Unmasked Estep 
Score: -20563862.000000 Penalty: 5961.816406
	Iteration 49Q: 3 clusters Score -2.056386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -20563864.000000 Penalty: 5961.816406
	Iteration 50Q: 3 clusters Score -2.056386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 163184 members 
Entering Unmasked Estep 
Score: -20563860.000000 Penalty: 5961.816406
	Iteration 51Q: 3 clusters Score -2.056386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 163202 members 
Entering Unmasked Estep 
Score: -20563866.000000 Penalty: 5961.816406
	Iteration 52Q: 3 clusters Score -2.056387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -20563876.000000 Penalty: 5961.816406
	Iteration 53Q: 3 clusters Score -2.056388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -20563882.000000 Penalty: 5961.816406
	Iteration 54Q: 3 clusters Score -2.056388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 163241 members 
Entering Unmasked Estep 
Score: -20563898.000000 Penalty: 5961.816406
	Iteration 55Q: 3 clusters Score -2.05639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 163248 members 
Entering Unmasked Estep 
Score: -20563874.000000 Penalty: 5961.816406
	Iteration 56Q: 3 clusters Score -2.056387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 163252 members 
Entering Unmasked Estep 
Score: -20563888.000000 Penalty: 5961.816406
	Iteration 57Q: 3 clusters Score -2.056389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 163259 members 
Entering Unmasked Estep 
Score: -20563878.000000 Penalty: 5961.816406
	Iteration 58Q: 3 clusters Score -2.056388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -20563886.000000 Penalty: 5961.816406
	Iteration 59Q: 3 clusters Score -2.056389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 163277 members 
Entering Unmasked Estep 
Score: -20563878.000000 Penalty: 5961.816406
	Iteration 60F: 3 clusters Score -2.056388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 163286 members 
Entering Unmasked Estep 
Score: -20563884.000000 Penalty: 5961.816406
	Iteration 61Q: 3 clusters Score -2.056388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -20563876.000000 Penalty: 5961.816406
	Iteration 62Q: 3 clusters Score -2.056388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 163294 members 
Entering Unmasked Estep 
Score: -20563874.000000 Penalty: 5961.816406
	Iteration 63Q: 3 clusters Score -2.056387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -20563854.000000 Penalty: 5961.816406
	Iteration 64Q: 3 clusters Score -2.056385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -20563852.000000 Penalty: 5961.816406
	Iteration 65Q: 3 clusters Score -2.056385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 163329 members 
Entering Unmasked Estep 
Score: -20563884.000000 Penalty: 5961.816406
	Iteration 66Q: 3 clusters Score -2.056388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 163341 members 
Entering Unmasked Estep 
Score: -20563888.000000 Penalty: 5961.816406
	Iteration 67Q: 3 clusters Score -2.056389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -20563886.000000 Penalty: 5961.816406
	Iteration 68Q: 3 clusters Score -2.056389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -20563876.000000 Penalty: 5961.816406
	Iteration 69Q: 3 clusters Score -2.056388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -20563884.000000 Penalty: 5961.816406
	Iteration 70Q: 3 clusters Score -2.056388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -20563872.000000 Penalty: 5961.816406
	Iteration 71Q: 3 clusters Score -2.056387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 163376 members 
Entering Unmasked Estep 
Score: -20563858.000000 Penalty: 5961.816406
	Iteration 72Q: 3 clusters Score -2.056386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 163382 members 
Entering Unmasked Estep 
Score: -20563874.000000 Penalty: 5961.816406
	Iteration 73Q: 3 clusters Score -2.056387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -20563860.000000 Penalty: 5961.816406
	Iteration 74Q: 3 clusters Score -2.056386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -20563870.000000 Penalty: 5961.816406
	Iteration 75Q: 3 clusters Score -2.056387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -20563852.000000 Penalty: 5961.816406
	Iteration 76Q: 3 clusters Score -2.056385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -20563836.000000 Penalty: 5961.816406
	Iteration 77Q: 3 clusters Score -2.056384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 163418 members 
Entering Unmasked Estep 
Score: -20563846.000000 Penalty: 5961.816406
	Iteration 78Q: 3 clusters Score -2.056385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 163427 members 
Entering Unmasked Estep 
Score: -20563838.000000 Penalty: 5961.816406
	Iteration 79Q: 3 clusters Score -2.056384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 163439 members 
Entering Unmasked Estep 
Score: -20563828.000000 Penalty: 5961.816406
	Iteration 80F: 3 clusters Score -2.056383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -20563830.000000 Penalty: 5961.816406
	Iteration 81Q: 3 clusters Score -2.056383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -20563830.000000 Penalty: 5961.816406
	Iteration 82Q: 3 clusters Score -2.056383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -20563836.000000 Penalty: 5961.816406
	Iteration 83Q: 3 clusters Score -2.056384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 163462 members 
Entering Unmasked Estep 
Score: -20563850.000000 Penalty: 5961.816406
	Iteration 84Q: 3 clusters Score -2.056385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -20563840.000000 Penalty: 5961.816406
	Iteration 85Q: 3 clusters Score -2.056384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -20563848.000000 Penalty: 5961.816406
	Iteration 86Q: 3 clusters Score -2.056385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -20563842.000000 Penalty: 5961.816406
	Iteration 87Q: 3 clusters Score -2.056384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 163470 members 
Entering Unmasked Estep 
Score: -20563848.000000 Penalty: 5961.816406
	Iteration 88Q: 3 clusters Score -2.056385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 163470 members 
Entering Unmasked Estep 
Score: -20563848.000000 Penalty: 5961.816406
	Iteration 89F: 3 clusters Score -2.056385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -332781.437500 Penalty: 1960.183472
	Iteration 0F: 2 clusters Score -332781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -329714.218750 Penalty: 3920.366943
	Iteration 0F: 3 clusters Score -329714.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -330307.593750 Penalty: 3920.366943
	Iteration 1F: 3 clusters Score -330307.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -330454.156250 Penalty: 3920.366943
	Iteration 2F: 3 clusters Score -330454.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -330539.468750 Penalty: 3920.366943
	Iteration 3Q: 3 clusters Score -330539.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330585.031250 Penalty: 3920.366943
	Iteration 4Q: 3 clusters Score -330585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -330608.281250 Penalty: 3920.366943
	Iteration 5Q: 3 clusters Score -330608.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -330627.593750 Penalty: 3920.366943
	Iteration 6Q: 3 clusters Score -330627.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -330639.562500 Penalty: 3920.366943
	Iteration 7Q: 3 clusters Score -330639.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -330648.968750 Penalty: 3920.366943
	Iteration 8Q: 3 clusters Score -330649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -330659.062500 Penalty: 3920.366943
	Iteration 9Q: 3 clusters Score -330659.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -330666.968750 Penalty: 3920.366943
	Iteration 10Q: 3 clusters Score -330667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -330677.968750 Penalty: 3920.366943
	Iteration 11Q: 3 clusters Score -330678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -330686.281250 Penalty: 3920.366943
	Iteration 12Q: 3 clusters Score -330686.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -330693.312500 Penalty: 3920.366943
	Iteration 13Q: 3 clusters Score -330693.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -330698.562500 Penalty: 3920.366943
	Iteration 14Q: 3 clusters Score -330698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -330706.437500 Penalty: 3920.366943
	Iteration 15Q: 3 clusters Score -330706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -330712.343750 Penalty: 3920.366943
	Iteration 16Q: 3 clusters Score -330712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -330712.968750 Penalty: 3920.366943
	Iteration 17Q: 3 clusters Score -330713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -330714.156250 Penalty: 3920.366943
	Iteration 18Q: 3 clusters Score -330714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330715.187500 Penalty: 3920.366943
	Iteration 19Q: 3 clusters Score -330715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330715.468750 Penalty: 3920.366943
	Iteration 20F: 3 clusters Score -330715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -330716.593750 Penalty: 3920.366943
	Iteration 21Q: 3 clusters Score -330716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -330716.906250 Penalty: 3920.366943
	Iteration 22Q: 3 clusters Score -330716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -330718.656250 Penalty: 3920.366943
	Iteration 23Q: 3 clusters Score -330718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -330720.031250 Penalty: 3920.366943
	Iteration 24Q: 3 clusters Score -330720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -330721.750000 Penalty: 3920.366943
	Iteration 25Q: 3 clusters Score -330721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330723.281250 Penalty: 3920.366943
	Iteration 26Q: 3 clusters Score -330723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330724.187500 Penalty: 3920.366943
	Iteration 27Q: 3 clusters Score -330724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330725.343750 Penalty: 3920.366943
	Iteration 28Q: 3 clusters Score -330725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -330725.937500 Penalty: 3920.366943
	Iteration 29Q: 3 clusters Score -330725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -330726.312500 Penalty: 3920.366943
	Iteration 30Q: 3 clusters Score -330726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330727.312500 Penalty: 3920.366943
	Iteration 31Q: 3 clusters Score -330727.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -330727.312500 Penalty: 3920.366943
	Iteration 32F: 3 clusters Score -330727.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -80027.585938 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -80027.59 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 365 members 
Entering Unmasked Estep 
Score: -78305.015625 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -78305.02 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78610.789062 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -78610.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78700.125000 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -78700.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78740.132812 Penalty: 3260.545166
	Iteration 3Q: 3 clusters Score -78740.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78754.742188 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -78754.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78761.171875 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -78761.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78767.468750 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -78767.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78768.812500 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -78768.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78768.812500 Penalty: 3260.545166
	Iteration 8F: 3 clusters Score -78768.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (170890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170890 members 
Entering Unmasked Estep 
Score: -21257424.000000 Penalty: 2988.096436
	Iteration 0F: 2 clusters Score -2.125742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -21146754.000000 Penalty: 5976.192871
	Iteration 0F: 3 clusters Score -2.114675e+07 nChanged 82005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -21194892.000000 Penalty: 5976.192871
	Iteration 1F: 3 clusters Score -2.119489e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -21196156.000000 Penalty: 5976.192871
	Iteration 2Q: 3 clusters Score -2.119616e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -21197484.000000 Penalty: 5976.192871
	Iteration 3Q: 3 clusters Score -2.119748e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -21199262.000000 Penalty: 5976.192871
	Iteration 4Q: 3 clusters Score -2.119926e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -21202310.000000 Penalty: 5976.192871
	Iteration 5Q: 3 clusters Score -2.120231e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 110222 members 
Entering Unmasked Estep 
Score: -21207392.000000 Penalty: 5976.192871
	Iteration 6F: 3 clusters Score -2.120739e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 120712 members 
Entering Unmasked Estep 
Score: -21215438.000000 Penalty: 5976.192871
	Iteration 7F: 3 clusters Score -2.121544e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -21226022.000000 Penalty: 5976.192871
	Iteration 8F: 3 clusters Score -2.122602e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 143748 members 
Entering Unmasked Estep 
Score: -21236086.000000 Penalty: 5976.192871
	Iteration 9F: 3 clusters Score -2.123609e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 152328 members 
Entering Unmasked Estep 
Score: -21243132.000000 Penalty: 5976.192871
	Iteration 10F: 3 clusters Score -2.124313e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -21247348.000000 Penalty: 5976.192871
	Iteration 11Q: 3 clusters Score -2.124735e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 161500 members 
Entering Unmasked Estep 
Score: -21249966.000000 Penalty: 5976.192871
	Iteration 12Q: 3 clusters Score -2.124997e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 164077 members 
Entering Unmasked Estep 
Score: -21251534.000000 Penalty: 5976.192871
	Iteration 13Q: 3 clusters Score -2.125153e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 165901 members 
Entering Unmasked Estep 
Score: -21252622.000000 Penalty: 5976.192871
	Iteration 14Q: 3 clusters Score -2.125262e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -21253316.000000 Penalty: 5976.192871
	Iteration 15Q: 3 clusters Score -2.125332e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 167969 members 
Entering Unmasked Estep 
Score: -21253814.000000 Penalty: 5976.192871
	Iteration 16Q: 3 clusters Score -2.125381e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 168538 members 
Entering Unmasked Estep 
Score: -21254062.000000 Penalty: 5976.192871
	Iteration 17Q: 3 clusters Score -2.125406e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 168938 members 
Entering Unmasked Estep 
Score: -21254252.000000 Penalty: 5976.192871
	Iteration 18Q: 3 clusters Score -2.125425e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 169215 members 
Entering Unmasked Estep 
Score: -21254378.000000 Penalty: 5976.192871
	Iteration 19Q: 3 clusters Score -2.125438e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 169429 members 
Entering Unmasked Estep 
Score: -21254506.000000 Penalty: 5976.192871
	Iteration 20F: 3 clusters Score -2.125451e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 169590 members 
Entering Unmasked Estep 
Score: -21254632.000000 Penalty: 5976.192871
	Iteration 21Q: 3 clusters Score -2.125463e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 169702 members 
Entering Unmasked Estep 
Score: -21254676.000000 Penalty: 5976.192871
	Iteration 22Q: 3 clusters Score -2.125468e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -21254726.000000 Penalty: 5976.192871
	Iteration 23Q: 3 clusters Score -2.125473e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -21254800.000000 Penalty: 5976.192871
	Iteration 24Q: 3 clusters Score -2.12548e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 169905 members 
Entering Unmasked Estep 
Score: -21254808.000000 Penalty: 5976.192871
	Iteration 25Q: 3 clusters Score -2.125481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 169948 members 
Entering Unmasked Estep 
Score: -21254820.000000 Penalty: 5976.192871
	Iteration 26Q: 3 clusters Score -2.125482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -21254838.000000 Penalty: 5976.192871
	Iteration 27Q: 3 clusters Score -2.125484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 169999 members 
Entering Unmasked Estep 
Score: -21254866.000000 Penalty: 5976.192871
	Iteration 28Q: 3 clusters Score -2.125487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 170012 members 
Entering Unmasked Estep 
Score: -21254864.000000 Penalty: 5976.192871
	Iteration 29Q: 3 clusters Score -2.125486e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 170019 members 
Entering Unmasked Estep 
Score: -21254868.000000 Penalty: 5976.192871
	Iteration 30Q: 3 clusters Score -2.125487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 170030 members 
Entering Unmasked Estep 
Score: -21254890.000000 Penalty: 5976.192871
	Iteration 31Q: 3 clusters Score -2.125489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -21254894.000000 Penalty: 5976.192871
	Iteration 32Q: 3 clusters Score -2.125489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 170048 members 
Entering Unmasked Estep 
Score: -21254898.000000 Penalty: 5976.192871
	Iteration 33Q: 3 clusters Score -2.12549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -21254920.000000 Penalty: 5976.192871
	Iteration 34Q: 3 clusters Score -2.125492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -21254910.000000 Penalty: 5976.192871
	Iteration 35Q: 3 clusters Score -2.125491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 170067 members 
Entering Unmasked Estep 
Score: -21254924.000000 Penalty: 5976.192871
	Iteration 36Q: 3 clusters Score -2.125492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 170071 members 
Entering Unmasked Estep 
Score: -21254922.000000 Penalty: 5976.192871
	Iteration 37Q: 3 clusters Score -2.125492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 170076 members 
Entering Unmasked Estep 
Score: -21254924.000000 Penalty: 5976.192871
	Iteration 38Q: 3 clusters Score -2.125492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -21254920.000000 Penalty: 5976.192871
	Iteration 39Q: 3 clusters Score -2.125492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -21254932.000000 Penalty: 5976.192871
	Iteration 40F: 3 clusters Score -2.125493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -21254934.000000 Penalty: 5976.192871
	Iteration 41Q: 3 clusters Score -2.125493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -21254912.000000 Penalty: 5976.192871
	Iteration 42Q: 3 clusters Score -2.125491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 170097 members 
Entering Unmasked Estep 
Score: -21254932.000000 Penalty: 5976.192871
	Iteration 43Q: 3 clusters Score -2.125493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 170100 members 
Entering Unmasked Estep 
Score: -21254936.000000 Penalty: 5976.192871
	Iteration 44Q: 3 clusters Score -2.125494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -21254936.000000 Penalty: 5976.192871
	Iteration 45Q: 3 clusters Score -2.125494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 170101 members 
Entering Unmasked Estep 
Score: -21254936.000000 Penalty: 5976.192871
	Iteration 46F: 3 clusters Score -2.125494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Entering Unmasked Estep 
Score: -1702631.625000 Penalty: 2368.440674
	Iteration 0F: 2 clusters Score -1702632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1692463.375000 Penalty: 4736.881348
	Iteration 0F: 3 clusters Score -1692463 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1695824.750000 Penalty: 4736.881348
	Iteration 1F: 3 clusters Score -1695825 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1696400.625000 Penalty: 4736.881348
	Iteration 2F: 3 clusters Score -1696401 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1696960.625000 Penalty: 4736.881348
	Iteration 3F: 3 clusters Score -1696961 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1697544.750000 Penalty: 4736.881348
	Iteration 4F: 3 clusters Score -1697545 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1698090.250000 Penalty: 4736.881348
	Iteration 5F: 3 clusters Score -1698090 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1698669.500000 Penalty: 4736.881348
	Iteration 6F: 3 clusters Score -1698670 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1699202.125000 Penalty: 4736.881348
	Iteration 7F: 3 clusters Score -1699202 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1699621.375000 Penalty: 4736.881348
	Iteration 8F: 3 clusters Score -1699621 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1699945.625000 Penalty: 4736.881348
	Iteration 9Q: 3 clusters Score -1699946 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1700173.750000 Penalty: 4736.881348
	Iteration 10Q: 3 clusters Score -1700174 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1700351.750000 Penalty: 4736.881348
	Iteration 11Q: 3 clusters Score -1700352 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1700482.125000 Penalty: 4736.881348
	Iteration 12Q: 3 clusters Score -1700482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1700593.500000 Penalty: 4736.881348
	Iteration 13Q: 3 clusters Score -1700594 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1700716.625000 Penalty: 4736.881348
	Iteration 14Q: 3 clusters Score -1700717 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1700834.375000 Penalty: 4736.881348
	Iteration 15Q: 3 clusters Score -1700834 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1700941.750000 Penalty: 4736.881348
	Iteration 16Q: 3 clusters Score -1700942 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1701007.000000 Penalty: 4736.881348
	Iteration 17Q: 3 clusters Score -1701007 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1701055.250000 Penalty: 4736.881348
	Iteration 18Q: 3 clusters Score -1701055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1701105.250000 Penalty: 4736.881348
	Iteration 19Q: 3 clusters Score -1701105 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1701135.625000 Penalty: 4736.881348
	Iteration 20F: 3 clusters Score -1701136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1701155.625000 Penalty: 4736.881348
	Iteration 21Q: 3 clusters Score -1701156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1701184.250000 Penalty: 4736.881348
	Iteration 22Q: 3 clusters Score -1701184 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1701228.625000 Penalty: 4736.881348
	Iteration 23Q: 3 clusters Score -1701229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1701267.750000 Penalty: 4736.881348
	Iteration 24Q: 3 clusters Score -1701268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1701294.875000 Penalty: 4736.881348
	Iteration 25Q: 3 clusters Score -1701295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1701311.875000 Penalty: 4736.881348
	Iteration 26Q: 3 clusters Score -1701312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1701328.500000 Penalty: 4736.881348
	Iteration 27Q: 3 clusters Score -1701328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1701338.125000 Penalty: 4736.881348
	Iteration 28Q: 3 clusters Score -1701338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1701355.250000 Penalty: 4736.881348
	Iteration 29Q: 3 clusters Score -1701355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1701368.125000 Penalty: 4736.881348
	Iteration 30Q: 3 clusters Score -1701368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1701375.375000 Penalty: 4736.881348
	Iteration 31Q: 3 clusters Score -1701375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1701391.000000 Penalty: 4736.881348
	Iteration 32Q: 3 clusters Score -1701391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1701401.625000 Penalty: 4736.881348
	Iteration 33Q: 3 clusters Score -1701402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1701407.750000 Penalty: 4736.881348
	Iteration 34Q: 3 clusters Score -1701408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1701416.500000 Penalty: 4736.881348
	Iteration 35Q: 3 clusters Score -1701416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1701422.250000 Penalty: 4736.881348
	Iteration 36Q: 3 clusters Score -1701422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1701432.500000 Penalty: 4736.881348
	Iteration 37Q: 3 clusters Score -1701432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1701433.125000 Penalty: 4736.881348
	Iteration 38Q: 3 clusters Score -1701433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1701440.125000 Penalty: 4736.881348
	Iteration 39Q: 3 clusters Score -1701440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1701443.000000 Penalty: 4736.881348
	Iteration 40F: 3 clusters Score -1701443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1701445.625000 Penalty: 4736.881348
	Iteration 41Q: 3 clusters Score -1701446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1701446.375000 Penalty: 4736.881348
	Iteration 42Q: 3 clusters Score -1701446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1701450.250000 Penalty: 4736.881348
	Iteration 43Q: 3 clusters Score -1701450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1701444.500000 Penalty: 4736.881348
	Iteration 44Q: 3 clusters Score -1701444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1701447.750000 Penalty: 4736.881348
	Iteration 45Q: 3 clusters Score -1701448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1701450.875000 Penalty: 4736.881348
	Iteration 46Q: 3 clusters Score -1701451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1701450.500000 Penalty: 4736.881348
	Iteration 47Q: 3 clusters Score -1701450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1701454.750000 Penalty: 4736.881348
	Iteration 48Q: 3 clusters Score -1701455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1701455.500000 Penalty: 4736.881348
	Iteration 49Q: 3 clusters Score -1701456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1701456.375000 Penalty: 4736.881348
	Iteration 50Q: 3 clusters Score -1701456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1701455.250000 Penalty: 4736.881348
	Iteration 51Q: 3 clusters Score -1701455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1701457.750000 Penalty: 4736.881348
	Iteration 52Q: 3 clusters Score -1701458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1701456.750000 Penalty: 4736.881348
	Iteration 53Q: 3 clusters Score -1701457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1701457.250000 Penalty: 4736.881348
	Iteration 54Q: 3 clusters Score -1701457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1701455.875000 Penalty: 4736.881348
	Iteration 55Q: 3 clusters Score -1701456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1701458.375000 Penalty: 4736.881348
	Iteration 56Q: 3 clusters Score -1701458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1701460.000000 Penalty: 4736.881348
	Iteration 57Q: 3 clusters Score -1701460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1701459.875000 Penalty: 4736.881348
	Iteration 58Q: 3 clusters Score -1701460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1701458.125000 Penalty: 4736.881348
	Iteration 59Q: 3 clusters Score -1701458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1701458.125000 Penalty: 4736.881348
	Iteration 60F: 3 clusters Score -1701458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -574225.812500 Penalty: 2110.221924
	Iteration 0F: 2 clusters Score -574225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -569780.437500 Penalty: 4220.443848
	Iteration 0F: 3 clusters Score -569780.4 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -570889.937500 Penalty: 4220.443848
	Iteration 1F: 3 clusters Score -570889.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -571172.625000 Penalty: 4220.443848
	Iteration 2F: 3 clusters Score -571172.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -571386.437500 Penalty: 4220.443848
	Iteration 3F: 3 clusters Score -571386.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -571560.250000 Penalty: 4220.443848
	Iteration 4F: 3 clusters Score -571560.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -571753.687500 Penalty: 4220.443848
	Iteration 5F: 3 clusters Score -571753.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -571946.000000 Penalty: 4220.443848
	Iteration 6Q: 3 clusters Score -571946 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -572114.500000 Penalty: 4220.443848
	Iteration 7Q: 3 clusters Score -572114.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -572239.375000 Penalty: 4220.443848
	Iteration 8Q: 3 clusters Score -572239.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -572338.437500 Penalty: 4220.443848
	Iteration 9Q: 3 clusters Score -572338.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -572416.687500 Penalty: 4220.443848
	Iteration 10Q: 3 clusters Score -572416.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -572492.187500 Penalty: 4220.443848
	Iteration 11Q: 3 clusters Score -572492.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -572541.875000 Penalty: 4220.443848
	Iteration 12Q: 3 clusters Score -572541.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -572578.125000 Penalty: 4220.443848
	Iteration 13Q: 3 clusters Score -572578.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -572610.437500 Penalty: 4220.443848
	Iteration 14Q: 3 clusters Score -572610.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -572642.062500 Penalty: 4220.443848
	Iteration 15Q: 3 clusters Score -572642.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -572673.687500 Penalty: 4220.443848
	Iteration 16Q: 3 clusters Score -572673.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -572708.062500 Penalty: 4220.443848
	Iteration 17Q: 3 clusters Score -572708.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -572736.125000 Penalty: 4220.443848
	Iteration 18Q: 3 clusters Score -572736.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -572755.250000 Penalty: 4220.443848
	Iteration 19Q: 3 clusters Score -572755.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -572767.625000 Penalty: 4220.443848
	Iteration 20F: 3 clusters Score -572767.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -572773.437500 Penalty: 4220.443848
	Iteration 21Q: 3 clusters Score -572773.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -572781.375000 Penalty: 4220.443848
	Iteration 22Q: 3 clusters Score -572781.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -572787.937500 Penalty: 4220.443848
	Iteration 23Q: 3 clusters Score -572787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -572790.812500 Penalty: 4220.443848
	Iteration 24Q: 3 clusters Score -572790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -572792.312500 Penalty: 4220.443848
	Iteration 25Q: 3 clusters Score -572792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -572794.000000 Penalty: 4220.443848
	Iteration 26Q: 3 clusters Score -572794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -572795.750000 Penalty: 4220.443848
	Iteration 27Q: 3 clusters Score -572795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -572797.687500 Penalty: 4220.443848
	Iteration 28Q: 3 clusters Score -572797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -572799.375000 Penalty: 4220.443848
	Iteration 29Q: 3 clusters Score -572799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -572802.562500 Penalty: 4220.443848
	Iteration 30Q: 3 clusters Score -572802.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -572806.000000 Penalty: 4220.443848
	Iteration 31Q: 3 clusters Score -572806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -572806.625000 Penalty: 4220.443848
	Iteration 32Q: 3 clusters Score -572806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -572808.375000 Penalty: 4220.443848
	Iteration 33Q: 3 clusters Score -572808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -572809.000000 Penalty: 4220.443848
	Iteration 34Q: 3 clusters Score -572809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -572809.437500 Penalty: 4220.443848
	Iteration 35Q: 3 clusters Score -572809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -572810.125000 Penalty: 4220.443848
	Iteration 36Q: 3 clusters Score -572810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -572812.125000 Penalty: 4220.443848
	Iteration 37Q: 3 clusters Score -572812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -572813.875000 Penalty: 4220.443848
	Iteration 38Q: 3 clusters Score -572813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -572815.437500 Penalty: 4220.443848
	Iteration 39Q: 3 clusters Score -572815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -572817.687500 Penalty: 4220.443848
	Iteration 40F: 3 clusters Score -572817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -572818.625000 Penalty: 4220.443848
	Iteration 41Q: 3 clusters Score -572818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -572820.187500 Penalty: 4220.443848
	Iteration 42Q: 3 clusters Score -572820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -572822.750000 Penalty: 4220.443848
	Iteration 43Q: 3 clusters Score -572822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -572828.687500 Penalty: 4220.443848
	Iteration 44Q: 3 clusters Score -572828.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -572837.375000 Penalty: 4220.443848
	Iteration 45Q: 3 clusters Score -572837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -572839.687500 Penalty: 4220.443848
	Iteration 46Q: 3 clusters Score -572839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -572842.750000 Penalty: 4220.443848
	Iteration 47Q: 3 clusters Score -572842.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -572845.312500 Penalty: 4220.443848
	Iteration 48Q: 3 clusters Score -572845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -572848.875000 Penalty: 4220.443848
	Iteration 49Q: 3 clusters Score -572848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -572851.687500 Penalty: 4220.443848
	Iteration 50Q: 3 clusters Score -572851.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -572851.375000 Penalty: 4220.443848
	Iteration 51Q: 3 clusters Score -572851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -572854.000000 Penalty: 4220.443848
	Iteration 52Q: 3 clusters Score -572854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -572853.437500 Penalty: 4220.443848
	Iteration 53Q: 3 clusters Score -572853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -572854.187500 Penalty: 4220.443848
	Iteration 54Q: 3 clusters Score -572854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -572854.312500 Penalty: 4220.443848
	Iteration 55Q: 3 clusters Score -572854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -572855.500000 Penalty: 4220.443848
	Iteration 56Q: 3 clusters Score -572855.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -572855.500000 Penalty: 4220.443848
	Iteration 57F: 3 clusters Score -572855.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Entering Unmasked Estep 
Score: -11137596.000000 Penalty: 2829.263428
	Iteration 0F: 2 clusters Score -1.11376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -11077625.000000 Penalty: 5658.526855
	Iteration 0F: 3 clusters Score -1.107762e+07 nChanged 42582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -11101865.000000 Penalty: 5658.526855
	Iteration 1F: 3 clusters Score -1.110186e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -11103017.000000 Penalty: 5658.526855
	Iteration 2Q: 3 clusters Score -1.110302e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -11104547.000000 Penalty: 5658.526855
	Iteration 3Q: 3 clusters Score -1.110455e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -11106517.000000 Penalty: 5658.526855
	Iteration 4Q: 3 clusters Score -1.110652e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -11109092.000000 Penalty: 5658.526855
	Iteration 5F: 3 clusters Score -1.110909e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -11111943.000000 Penalty: 5658.526855
	Iteration 6F: 3 clusters Score -1.111194e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -11115290.000000 Penalty: 5658.526855
	Iteration 7F: 3 clusters Score -1.111529e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -11118730.000000 Penalty: 5658.526855
	Iteration 8F: 3 clusters Score -1.111873e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -11121706.000000 Penalty: 5658.526855
	Iteration 9F: 3 clusters Score -1.112171e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -11123538.000000 Penalty: 5658.526855
	Iteration 10Q: 3 clusters Score -1.112354e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -11124592.000000 Penalty: 5658.526855
	Iteration 11Q: 3 clusters Score -1.112459e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -11125117.000000 Penalty: 5658.526855
	Iteration 12Q: 3 clusters Score -1.112512e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -11125465.000000 Penalty: 5658.526855
	Iteration 13Q: 3 clusters Score -1.112546e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -11125764.000000 Penalty: 5658.526855
	Iteration 14Q: 3 clusters Score -1.112576e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -11125987.000000 Penalty: 5658.526855
	Iteration 15Q: 3 clusters Score -1.112599e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -11126161.000000 Penalty: 5658.526855
	Iteration 16Q: 3 clusters Score -1.112616e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -11126402.000000 Penalty: 5658.526855
	Iteration 17Q: 3 clusters Score -1.11264e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -11126650.000000 Penalty: 5658.526855
	Iteration 18Q: 3 clusters Score -1.112665e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -11126897.000000 Penalty: 5658.526855
	Iteration 19Q: 3 clusters Score -1.11269e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -11127156.000000 Penalty: 5658.526855
	Iteration 20F: 3 clusters Score -1.112716e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -11127451.000000 Penalty: 5658.526855
	Iteration 21Q: 3 clusters Score -1.112745e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -11127734.000000 Penalty: 5658.526855
	Iteration 22Q: 3 clusters Score -1.112773e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -11128001.000000 Penalty: 5658.526855
	Iteration 23Q: 3 clusters Score -1.1128e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -11128316.000000 Penalty: 5658.526855
	Iteration 24Q: 3 clusters Score -1.112832e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -11128534.000000 Penalty: 5658.526855
	Iteration 25Q: 3 clusters Score -1.112853e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -11128875.000000 Penalty: 5658.526855
	Iteration 26Q: 3 clusters Score -1.112888e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -11129196.000000 Penalty: 5658.526855
	Iteration 27Q: 3 clusters Score -1.11292e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -11129536.000000 Penalty: 5658.526855
	Iteration 28Q: 3 clusters Score -1.112954e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -11129911.000000 Penalty: 5658.526855
	Iteration 29Q: 3 clusters Score -1.112991e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -11130279.000000 Penalty: 5658.526855
	Iteration 30Q: 3 clusters Score -1.113028e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -11130643.000000 Penalty: 5658.526855
	Iteration 31Q: 3 clusters Score -1.113064e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -11131032.000000 Penalty: 5658.526855
	Iteration 32Q: 3 clusters Score -1.113103e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -11131392.000000 Penalty: 5658.526855
	Iteration 33Q: 3 clusters Score -1.113139e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -11131719.000000 Penalty: 5658.526855
	Iteration 34Q: 3 clusters Score -1.113172e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -11132033.000000 Penalty: 5658.526855
	Iteration 35Q: 3 clusters Score -1.113203e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -11132369.000000 Penalty: 5658.526855
	Iteration 36Q: 3 clusters Score -1.113237e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -11132643.000000 Penalty: 5658.526855
	Iteration 37Q: 3 clusters Score -1.113264e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -11132875.000000 Penalty: 5658.526855
	Iteration 38Q: 3 clusters Score -1.113288e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -11133185.000000 Penalty: 5658.526855
	Iteration 39Q: 3 clusters Score -1.113318e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -11133419.000000 Penalty: 5658.526855
	Iteration 40F: 3 clusters Score -1.113342e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 84255 members 
Entering Unmasked Estep 
Score: -11133666.000000 Penalty: 5658.526855
	Iteration 41Q: 3 clusters Score -1.113367e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -11133886.000000 Penalty: 5658.526855
	Iteration 42Q: 3 clusters Score -1.113389e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -11134062.000000 Penalty: 5658.526855
	Iteration 43Q: 3 clusters Score -1.113406e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -11134206.000000 Penalty: 5658.526855
	Iteration 44Q: 3 clusters Score -1.113421e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -11134381.000000 Penalty: 5658.526855
	Iteration 45Q: 3 clusters Score -1.113438e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -11134484.000000 Penalty: 5658.526855
	Iteration 46Q: 3 clusters Score -1.113448e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -11134587.000000 Penalty: 5658.526855
	Iteration 47Q: 3 clusters Score -1.113459e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -11134672.000000 Penalty: 5658.526855
	Iteration 48Q: 3 clusters Score -1.113467e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -11134738.000000 Penalty: 5658.526855
	Iteration 49Q: 3 clusters Score -1.113474e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -11134808.000000 Penalty: 5658.526855
	Iteration 50Q: 3 clusters Score -1.113481e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -11134863.000000 Penalty: 5658.526855
	Iteration 51Q: 3 clusters Score -1.113486e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 87799 members 
Entering Unmasked Estep 
Score: -11134938.000000 Penalty: 5658.526855
	Iteration 52Q: 3 clusters Score -1.113494e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 87920 members 
Entering Unmasked Estep 
Score: -11134966.000000 Penalty: 5658.526855
	Iteration 53Q: 3 clusters Score -1.113497e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -11134980.000000 Penalty: 5658.526855
	Iteration 54Q: 3 clusters Score -1.113498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 88123 members 
Entering Unmasked Estep 
Score: -11135013.000000 Penalty: 5658.526855
	Iteration 55Q: 3 clusters Score -1.113501e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -11135059.000000 Penalty: 5658.526855
	Iteration 56Q: 3 clusters Score -1.113506e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -11135068.000000 Penalty: 5658.526855
	Iteration 57Q: 3 clusters Score -1.113507e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -11135096.000000 Penalty: 5658.526855
	Iteration 58Q: 3 clusters Score -1.11351e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -11135126.000000 Penalty: 5658.526855
	Iteration 59Q: 3 clusters Score -1.113513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -11135140.000000 Penalty: 5658.526855
	Iteration 60F: 3 clusters Score -1.113514e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -11135159.000000 Penalty: 5658.526855
	Iteration 61Q: 3 clusters Score -1.113516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 88477 members 
Entering Unmasked Estep 
Score: -11135171.000000 Penalty: 5658.526855
	Iteration 62Q: 3 clusters Score -1.113517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -11135185.000000 Penalty: 5658.526855
	Iteration 63Q: 3 clusters Score -1.113518e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 88533 members 
Entering Unmasked Estep 
Score: -11135192.000000 Penalty: 5658.526855
	Iteration 64Q: 3 clusters Score -1.113519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 88560 members 
Entering Unmasked Estep 
Score: -11135202.000000 Penalty: 5658.526855
	Iteration 65Q: 3 clusters Score -1.11352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -11135204.000000 Penalty: 5658.526855
	Iteration 66Q: 3 clusters Score -1.11352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -11135214.000000 Penalty: 5658.526855
	Iteration 67Q: 3 clusters Score -1.113521e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -11135226.000000 Penalty: 5658.526855
	Iteration 68Q: 3 clusters Score -1.113523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -11135237.000000 Penalty: 5658.526855
	Iteration 69Q: 3 clusters Score -1.113524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -11135241.000000 Penalty: 5658.526855
	Iteration 70Q: 3 clusters Score -1.113524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -11135241.000000 Penalty: 5658.526855
	Iteration 71Q: 3 clusters Score -1.113524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -11135245.000000 Penalty: 5658.526855
	Iteration 72Q: 3 clusters Score -1.113524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -11135253.000000 Penalty: 5658.526855
	Iteration 73Q: 3 clusters Score -1.113525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 88723 members 
Entering Unmasked Estep 
Score: -11135252.000000 Penalty: 5658.526855
	Iteration 74Q: 3 clusters Score -1.113525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11135258.000000 Penalty: 5658.526855
	Iteration 75Q: 3 clusters Score -1.113526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11135254.000000 Penalty: 5658.526855
	Iteration 76Q: 3 clusters Score -1.113525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -11135265.000000 Penalty: 5658.526855
	Iteration 77Q: 3 clusters Score -1.113526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -11135291.000000 Penalty: 5658.526855
	Iteration 78Q: 3 clusters Score -1.113529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 88790 members 
Entering Unmasked Estep 
Score: -11135292.000000 Penalty: 5658.526855
	Iteration 79Q: 3 clusters Score -1.113529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -11135298.000000 Penalty: 5658.526855
	Iteration 80F: 3 clusters Score -1.11353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -11135295.000000 Penalty: 5658.526855
	Iteration 81Q: 3 clusters Score -1.11353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -11135310.000000 Penalty: 5658.526855
	Iteration 82Q: 3 clusters Score -1.113531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -11135305.000000 Penalty: 5658.526855
	Iteration 83Q: 3 clusters Score -1.11353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -11135315.000000 Penalty: 5658.526855
	Iteration 84Q: 3 clusters Score -1.113532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -11135314.000000 Penalty: 5658.526855
	Iteration 85Q: 3 clusters Score -1.113531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -11135308.000000 Penalty: 5658.526855
	Iteration 86Q: 3 clusters Score -1.113531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -11135310.000000 Penalty: 5658.526855
	Iteration 87Q: 3 clusters Score -1.113531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -11135317.000000 Penalty: 5658.526855
	Iteration 88Q: 3 clusters Score -1.113532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -11135320.000000 Penalty: 5658.526855
	Iteration 89Q: 3 clusters Score -1.113532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -11135321.000000 Penalty: 5658.526855
	Iteration 90Q: 3 clusters Score -1.113532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -11135319.000000 Penalty: 5658.526855
	Iteration 91Q: 3 clusters Score -1.113532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -11135330.000000 Penalty: 5658.526855
	Iteration 92Q: 3 clusters Score -1.113533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -11135332.000000 Penalty: 5658.526855
	Iteration 93Q: 3 clusters Score -1.113533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -11135331.000000 Penalty: 5658.526855
	Iteration 94Q: 3 clusters Score -1.113533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -11135332.000000 Penalty: 5658.526855
	Iteration 95Q: 3 clusters Score -1.113533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 88875 members 
Entering Unmasked Estep 
Score: -11135332.000000 Penalty: 5658.526855
	Iteration 96F: 3 clusters Score -1.113533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Entering Unmasked Estep 
Score: -3306461.250000 Penalty: 2543.071289
	Iteration 0F: 2 clusters Score -3306461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3286837.500000 Penalty: 5086.142578
	Iteration 0F: 3 clusters Score -3286838 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3293698.750000 Penalty: 5086.142578
	Iteration 1F: 3 clusters Score -3293699 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3294260.000000 Penalty: 5086.142578
	Iteration 2F: 3 clusters Score -3294260 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3294897.750000 Penalty: 5086.142578
	Iteration 3Q: 3 clusters Score -3294898 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3295616.000000 Penalty: 5086.142578
	Iteration 4F: 3 clusters Score -3295616 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -3296576.750000 Penalty: 5086.142578
	Iteration 5F: 3 clusters Score -3296577 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3297938.750000 Penalty: 5086.142578
	Iteration 6F: 3 clusters Score -3297939 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3299703.250000 Penalty: 5086.142578
	Iteration 7F: 3 clusters Score -3299703 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3301667.500000 Penalty: 5086.142578
	Iteration 8F: 3 clusters Score -3301668 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3303410.750000 Penalty: 5086.142578
	Iteration 9F: 3 clusters Score -3303411 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3304582.500000 Penalty: 5086.142578
	Iteration 10Q: 3 clusters Score -3304582 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3305291.750000 Penalty: 5086.142578
	Iteration 11Q: 3 clusters Score -3305292 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -3305666.000000 Penalty: 5086.142578
	Iteration 12Q: 3 clusters Score -3305666 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3305827.000000 Penalty: 5086.142578
	Iteration 13Q: 3 clusters Score -3305827 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3305933.000000 Penalty: 5086.142578
	Iteration 14Q: 3 clusters Score -3305933 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3305981.750000 Penalty: 5086.142578
	Iteration 15Q: 3 clusters Score -3305982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3306035.000000 Penalty: 5086.142578
	Iteration 16Q: 3 clusters Score -3306035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3306053.000000 Penalty: 5086.142578
	Iteration 17Q: 3 clusters Score -3306053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3306069.500000 Penalty: 5086.142578
	Iteration 18Q: 3 clusters Score -3306070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -3306080.750000 Penalty: 5086.142578
	Iteration 19Q: 3 clusters Score -3306081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3306087.250000 Penalty: 5086.142578
	Iteration 20F: 3 clusters Score -3306087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3306092.000000 Penalty: 5086.142578
	Iteration 21Q: 3 clusters Score -3306092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3306089.250000 Penalty: 5086.142578
	Iteration 22Q: 3 clusters Score -3306089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3306094.500000 Penalty: 5086.142578
	Iteration 23Q: 3 clusters Score -3306094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3306101.000000 Penalty: 5086.142578
	Iteration 24Q: 3 clusters Score -3306101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3306105.000000 Penalty: 5086.142578
	Iteration 25Q: 3 clusters Score -3306105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3306108.500000 Penalty: 5086.142578
	Iteration 26Q: 3 clusters Score -3306108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3306115.250000 Penalty: 5086.142578
	Iteration 27Q: 3 clusters Score -3306115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3306118.750000 Penalty: 5086.142578
	Iteration 28Q: 3 clusters Score -3306119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3306118.250000 Penalty: 5086.142578
	Iteration 29Q: 3 clusters Score -3306118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3306117.250000 Penalty: 5086.142578
	Iteration 30Q: 3 clusters Score -3306117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3306121.000000 Penalty: 5086.142578
	Iteration 31Q: 3 clusters Score -3306121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3306121.000000 Penalty: 5086.142578
	Iteration 32Q: 3 clusters Score -3306121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3306125.750000 Penalty: 5086.142578
	Iteration 33Q: 3 clusters Score -3306126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -3306126.500000 Penalty: 5086.142578
	Iteration 34Q: 3 clusters Score -3306126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3306127.250000 Penalty: 5086.142578
	Iteration 35Q: 3 clusters Score -3306127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3306125.250000 Penalty: 5086.142578
	Iteration 36Q: 3 clusters Score -3306125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3306128.750000 Penalty: 5086.142578
	Iteration 37Q: 3 clusters Score -3306129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3306124.250000 Penalty: 5086.142578
	Iteration 38Q: 3 clusters Score -3306124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3306127.250000 Penalty: 5086.142578
	Iteration 39Q: 3 clusters Score -3306127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3306124.500000 Penalty: 5086.142578
	Iteration 40F: 3 clusters Score -3306124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3306122.250000 Penalty: 5086.142578
	Iteration 41Q: 3 clusters Score -3306122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3306122.250000 Penalty: 5086.142578
	Iteration 42F: 3 clusters Score -3306122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Entering Unmasked Estep 
Score: -2016580.000000 Penalty: 2407.136230
	Iteration 0F: 2 clusters Score -2016580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2004844.125000 Penalty: 4814.272461
	Iteration 0F: 3 clusters Score -2004844 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2008591.875000 Penalty: 4814.272461
	Iteration 1F: 3 clusters Score -2008592 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2008901.750000 Penalty: 4814.272461
	Iteration 2F: 3 clusters Score -2008902 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2009145.375000 Penalty: 4814.272461
	Iteration 3Q: 3 clusters Score -2009145 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2009351.500000 Penalty: 4814.272461
	Iteration 4Q: 3 clusters Score -2009352 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2009523.375000 Penalty: 4814.272461
	Iteration 5Q: 3 clusters Score -2009523 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2009718.000000 Penalty: 4814.272461
	Iteration 6Q: 3 clusters Score -2009718 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2009925.750000 Penalty: 4814.272461
	Iteration 7Q: 3 clusters Score -2009926 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2010175.750000 Penalty: 4814.272461
	Iteration 8Q: 3 clusters Score -2010176 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2010544.875000 Penalty: 4814.272461
	Iteration 9Q: 3 clusters Score -2010545 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2011004.375000 Penalty: 4814.272461
	Iteration 10Q: 3 clusters Score -2011004 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2011585.125000 Penalty: 4814.272461
	Iteration 11F: 3 clusters Score -2011585 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2012254.125000 Penalty: 4814.272461
	Iteration 12F: 3 clusters Score -2012254 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2012920.625000 Penalty: 4814.272461
	Iteration 13Q: 3 clusters Score -2012921 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2013498.250000 Penalty: 4814.272461
	Iteration 14Q: 3 clusters Score -2013498 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2013891.000000 Penalty: 4814.272461
	Iteration 15Q: 3 clusters Score -2013891 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2014114.125000 Penalty: 4814.272461
	Iteration 16Q: 3 clusters Score -2014114 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2014243.500000 Penalty: 4814.272461
	Iteration 17Q: 3 clusters Score -2014244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2014324.375000 Penalty: 4814.272461
	Iteration 18Q: 3 clusters Score -2014324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2014386.875000 Penalty: 4814.272461
	Iteration 19Q: 3 clusters Score -2014387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2014428.875000 Penalty: 4814.272461
	Iteration 20F: 3 clusters Score -2014429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2014453.625000 Penalty: 4814.272461
	Iteration 21Q: 3 clusters Score -2014454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2014460.125000 Penalty: 4814.272461
	Iteration 22Q: 3 clusters Score -2014460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2014468.625000 Penalty: 4814.272461
	Iteration 23Q: 3 clusters Score -2014469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2014471.375000 Penalty: 4814.272461
	Iteration 24Q: 3 clusters Score -2014471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2014472.500000 Penalty: 4814.272461
	Iteration 25Q: 3 clusters Score -2014472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2014473.500000 Penalty: 4814.272461
	Iteration 26Q: 3 clusters Score -2014474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2014473.500000 Penalty: 4814.272461
	Iteration 27F: 3 clusters Score -2014474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (162245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162245 members 
Entering Unmasked Estep 
Score: -19882464.000000 Penalty: 2975.221924
	Iteration 0F: 2 clusters Score -1.988246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -19776072.000000 Penalty: 5950.443848
	Iteration 0F: 3 clusters Score -1.977607e+07 nChanged 77294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -19820312.000000 Penalty: 5950.443848
	Iteration 1F: 3 clusters Score -1.982031e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -19821246.000000 Penalty: 5950.443848
	Iteration 2Q: 3 clusters Score -1.982125e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -19822192.000000 Penalty: 5950.443848
	Iteration 3Q: 3 clusters Score -1.982219e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -19823566.000000 Penalty: 5950.443848
	Iteration 4Q: 3 clusters Score -1.982357e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 91476 members 
Entering Unmasked Estep 
Score: -19825406.000000 Penalty: 5950.443848
	Iteration 5Q: 3 clusters Score -1.982541e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -19828500.000000 Penalty: 5950.443848
	Iteration 6Q: 3 clusters Score -1.98285e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -19833720.000000 Penalty: 5950.443848
	Iteration 7F: 3 clusters Score -1.983372e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -19841168.000000 Penalty: 5950.443848
	Iteration 8F: 3 clusters Score -1.984117e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -19850274.000000 Penalty: 5950.443848
	Iteration 9F: 3 clusters Score -1.985027e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -19859588.000000 Penalty: 5950.443848
	Iteration 10F: 3 clusters Score -1.985959e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 143741 members 
Entering Unmasked Estep 
Score: -19867284.000000 Penalty: 5950.443848
	Iteration 11F: 3 clusters Score -1.986728e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 150431 members 
Entering Unmasked Estep 
Score: -19872634.000000 Penalty: 5950.443848
	Iteration 12Q: 3 clusters Score -1.987263e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -19875656.000000 Penalty: 5950.443848
	Iteration 13Q: 3 clusters Score -1.987566e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 157562 members 
Entering Unmasked Estep 
Score: -19877544.000000 Penalty: 5950.443848
	Iteration 14Q: 3 clusters Score -1.987754e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 159193 members 
Entering Unmasked Estep 
Score: -19878472.000000 Penalty: 5950.443848
	Iteration 15Q: 3 clusters Score -1.987847e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 160145 members 
Entering Unmasked Estep 
Score: -19879040.000000 Penalty: 5950.443848
	Iteration 16Q: 3 clusters Score -1.987904e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 160688 members 
Entering Unmasked Estep 
Score: -19879370.000000 Penalty: 5950.443848
	Iteration 17Q: 3 clusters Score -1.987937e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 161045 members 
Entering Unmasked Estep 
Score: -19879580.000000 Penalty: 5950.443848
	Iteration 18Q: 3 clusters Score -1.987958e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 161249 members 
Entering Unmasked Estep 
Score: -19879698.000000 Penalty: 5950.443848
	Iteration 19Q: 3 clusters Score -1.98797e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 161381 members 
Entering Unmasked Estep 
Score: -19879792.000000 Penalty: 5950.443848
	Iteration 20F: 3 clusters Score -1.987979e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 161464 members 
Entering Unmasked Estep 
Score: -19879858.000000 Penalty: 5950.443848
	Iteration 21Q: 3 clusters Score -1.987986e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 161528 members 
Entering Unmasked Estep 
Score: -19879922.000000 Penalty: 5950.443848
	Iteration 22Q: 3 clusters Score -1.987992e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 161567 members 
Entering Unmasked Estep 
Score: -19879934.000000 Penalty: 5950.443848
	Iteration 23Q: 3 clusters Score -1.987993e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -19879934.000000 Penalty: 5950.443848
	Iteration 24Q: 3 clusters Score -1.987993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 161614 members 
Entering Unmasked Estep 
Score: -19879962.000000 Penalty: 5950.443848
	Iteration 25Q: 3 clusters Score -1.987996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -19879998.000000 Penalty: 5950.443848
	Iteration 26Q: 3 clusters Score -1.988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 161635 members 
Entering Unmasked Estep 
Score: -19879990.000000 Penalty: 5950.443848
	Iteration 27Q: 3 clusters Score -1.987999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -19879992.000000 Penalty: 5950.443848
	Iteration 28Q: 3 clusters Score -1.987999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 161651 members 
Entering Unmasked Estep 
Score: -19880012.000000 Penalty: 5950.443848
	Iteration 29Q: 3 clusters Score -1.988001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 161657 members 
Entering Unmasked Estep 
Score: -19880008.000000 Penalty: 5950.443848
	Iteration 30Q: 3 clusters Score -1.988001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -19879988.000000 Penalty: 5950.443848
	Iteration 31Q: 3 clusters Score -1.987999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -19879998.000000 Penalty: 5950.443848
	Iteration 32Q: 3 clusters Score -1.988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 161660 members 
Entering Unmasked Estep 
Score: -19879994.000000 Penalty: 5950.443848
	Iteration 33Q: 3 clusters Score -1.987999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -19879994.000000 Penalty: 5950.443848
	Iteration 34Q: 3 clusters Score -1.987999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 161664 members 
Entering Unmasked Estep 
Score: -19879984.000000 Penalty: 5950.443848
	Iteration 35Q: 3 clusters Score -1.987998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -19879988.000000 Penalty: 5950.443848
	Iteration 36Q: 3 clusters Score -1.987999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -19879976.000000 Penalty: 5950.443848
	Iteration 37Q: 3 clusters Score -1.987998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -19879976.000000 Penalty: 5950.443848
	Iteration 38F: 3 clusters Score -1.987998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -127348.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -127348.5 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 545 members 
Entering Unmasked Estep 
Score: -125317.062500 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -125317.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125596.054688 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -125596.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125684.781250 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -125684.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125721.703125 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -125721.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -125749.617188 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -125749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125763.742188 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -125763.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -125778.265625 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -125778.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -125788.898438 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -125788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125798.257812 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -125798.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125801.953125 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -125802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125807.328125 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -125807.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125807.328125 Penalty: 3482.900391
	Iteration 11F: 3 clusters Score -125807.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Entering Unmasked Estep 
Score: -1609110.875000 Penalty: 2349.554932
	Iteration 0F: 2 clusters Score -1609111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1599617.250000 Penalty: 4699.109863
	Iteration 0F: 3 clusters Score -1599617 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1602493.250000 Penalty: 4699.109863
	Iteration 1F: 3 clusters Score -1602493 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1602753.625000 Penalty: 4699.109863
	Iteration 2F: 3 clusters Score -1602754 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1602923.875000 Penalty: 4699.109863
	Iteration 3Q: 3 clusters Score -1602924 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1603042.375000 Penalty: 4699.109863
	Iteration 4Q: 3 clusters Score -1603042 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1603131.125000 Penalty: 4699.109863
	Iteration 5Q: 3 clusters Score -1603131 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1603191.625000 Penalty: 4699.109863
	Iteration 6Q: 3 clusters Score -1603192 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1603259.875000 Penalty: 4699.109863
	Iteration 7Q: 3 clusters Score -1603260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1603324.000000 Penalty: 4699.109863
	Iteration 8Q: 3 clusters Score -1603324 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1603401.375000 Penalty: 4699.109863
	Iteration 9Q: 3 clusters Score -1603401 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1603506.375000 Penalty: 4699.109863
	Iteration 10Q: 3 clusters Score -1603506 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1603634.125000 Penalty: 4699.109863
	Iteration 11Q: 3 clusters Score -1603634 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1603777.500000 Penalty: 4699.109863
	Iteration 12Q: 3 clusters Score -1603778 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1603962.750000 Penalty: 4699.109863
	Iteration 13Q: 3 clusters Score -1603963 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1604195.625000 Penalty: 4699.109863
	Iteration 14Q: 3 clusters Score -1604196 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1604521.500000 Penalty: 4699.109863
	Iteration 15Q: 3 clusters Score -1604522 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1604919.875000 Penalty: 4699.109863
	Iteration 16Q: 3 clusters Score -1604920 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1605360.625000 Penalty: 4699.109863
	Iteration 17Q: 3 clusters Score -1605361 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1605835.500000 Penalty: 4699.109863
	Iteration 18Q: 3 clusters Score -1605836 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1606262.375000 Penalty: 4699.109863
	Iteration 19Q: 3 clusters Score -1606262 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1606555.500000 Penalty: 4699.109863
	Iteration 20F: 3 clusters Score -1606556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1606753.000000 Penalty: 4699.109863
	Iteration 21Q: 3 clusters Score -1606753 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1606868.625000 Penalty: 4699.109863
	Iteration 22Q: 3 clusters Score -1606869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1606935.625000 Penalty: 4699.109863
	Iteration 23Q: 3 clusters Score -1606936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1606970.250000 Penalty: 4699.109863
	Iteration 24Q: 3 clusters Score -1606970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1606978.750000 Penalty: 4699.109863
	Iteration 25Q: 3 clusters Score -1606979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1606996.000000 Penalty: 4699.109863
	Iteration 26Q: 3 clusters Score -1606996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1607023.375000 Penalty: 4699.109863
	Iteration 27Q: 3 clusters Score -1607023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1607026.375000 Penalty: 4699.109863
	Iteration 28Q: 3 clusters Score -1607026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1607034.375000 Penalty: 4699.109863
	Iteration 29Q: 3 clusters Score -1607034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1607045.875000 Penalty: 4699.109863
	Iteration 30Q: 3 clusters Score -1607046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1607047.500000 Penalty: 4699.109863
	Iteration 31Q: 3 clusters Score -1607048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1607054.125000 Penalty: 4699.109863
	Iteration 32Q: 3 clusters Score -1607054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1607055.250000 Penalty: 4699.109863
	Iteration 33Q: 3 clusters Score -1607055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1607061.625000 Penalty: 4699.109863
	Iteration 34Q: 3 clusters Score -1607062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1607074.375000 Penalty: 4699.109863
	Iteration 35Q: 3 clusters Score -1607074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1607091.000000 Penalty: 4699.109863
	Iteration 36Q: 3 clusters Score -1607091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1607093.250000 Penalty: 4699.109863
	Iteration 37Q: 3 clusters Score -1607093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1607095.750000 Penalty: 4699.109863
	Iteration 38Q: 3 clusters Score -1607096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1607095.750000 Penalty: 4699.109863
	Iteration 39F: 3 clusters Score -1607096 nChanged 0
--- Evaluating fit on full set of 4835620 points ---
Entering Unmasked Estep 
Score: -600303808.000000 Penalty: 95427.421875
24->26 Clusters: Score -600303808.000000, best is -600902272.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1611873 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 66702 members 
Mstep: Class 3 contains 67551 members 
Mstep: Class 4 contains 66811 members 
Mstep: Class 5 contains 66805 members 
Mstep: Class 6 contains 67244 members 
Mstep: Class 7 contains 67138 members 
Mstep: Class 8 contains 67183 members 
Mstep: Class 9 contains 67114 members 
Mstep: Class 10 contains 67306 members 
Mstep: Class 11 contains 67050 members 
Mstep: Class 12 contains 67413 members 
Mstep: Class 13 contains 67152 members 
Mstep: Class 14 contains 68044 members 
Mstep: Class 15 contains 67486 members 
Mstep: Class 16 contains 67020 members 
Mstep: Class 17 contains 67097 members 
Mstep: Class 18 contains 66901 members 
Mstep: Class 19 contains 67259 members 
Mstep: Class 20 contains 67052 members 
Mstep: Class 21 contains 67081 members 
Mstep: Class 22 contains 67161 members 
Mstep: Class 23 contains 67081 members 
Mstep: Class 24 contains 66770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1079.628906 but Gain 3544.648438
Score: -187830048.000000 Penalty: 81526.742188
Iteration 0F: 24 clusters Score -1.8783e+08 nChanged 1539346
Entering Unmasked Mstep 
Mstep: Class 0 contains 2488 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 107170 members 
Mstep: Class 3 contains 36824 members 
Mstep: Class 4 contains 69342 members 
Mstep: Class 5 contains 40690 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 114641 members 
Mstep: Class 8 contains 99066 members 
Mstep: Class 9 contains 37806 members 
Mstep: Class 10 contains 34605 members 
Mstep: Class 11 contains 28124 members 
Mstep: Class 12 contains 131404 members 
Mstep: Class 13 contains 50741 members 
Mstep: Class 14 contains 75031 members 
Mstep: Class 15 contains 29419 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 108806 members 
Mstep: Class 19 contains 143642 members 
Mstep: Class 20 contains 80820 members 
Mstep: Class 21 contains 54906 members 
Mstep: Class 22 contains 65428 members 
Mstep: Class 23 contains 70895 members 
Mstep: Class 24 contains 132339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192092352.000000 Penalty: 81526.742188
Iteration 1F: 24 clusters Score -1.920924e+08 nChanged 518966
Entering Unmasked Mstep 
Mstep: Class 0 contains 2334 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 146745 members 
Mstep: Class 3 contains 19128 members 
Mstep: Class 4 contains 70205 members 
Mstep: Class 5 contains 32477 members 
Mstep: Class 6 contains 12614 members 
Mstep: Class 7 contains 124354 members 
Mstep: Class 8 contains 100165 members 
Mstep: Class 9 contains 28521 members 
Mstep: Class 10 contains 20300 members 
Mstep: Class 11 contains 19340 members 
Mstep: Class 12 contains 145207 members 
Mstep: Class 13 contains 40908 members 
Mstep: Class 14 contains 84758 members 
Mstep: Class 15 contains 21602 members 
Mstep: Class 17 contains 18426 members 
Mstep: Class 18 contains 136479 members 
Mstep: Class 19 contains 161524 members 
Mstep: Class 20 contains 92822 members 
Mstep: Class 21 contains 37541 members 
Mstep: Class 22 contains 50464 members 
Mstep: Class 23 contains 69297 members 
Mstep: Class 24 contains 145252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192680080.000000 Penalty: 81526.742188
Iteration 2F: 24 clusters Score -1.926801e+08 nChanged 331915
Entering Unmasked Mstep 
Mstep: Class 0 contains 2162 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 172081 members 
Mstep: Class 3 contains 8119 members 
Mstep: Class 4 contains 64961 members 
Mstep: Class 5 contains 24894 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 132277 members 
Mstep: Class 8 contains 95133 members 
Mstep: Class 9 contains 18244 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 17860 members 
Mstep: Class 12 contains 163396 members 
Mstep: Class 13 contains 32669 members 
Mstep: Class 14 contains 80434 members 
Mstep: Class 15 contains 13996 members 
Mstep: Class 17 contains 13062 members 
Mstep: Class 18 contains 150094 members 
Mstep: Class 19 contains 190297 members 
Mstep: Class 20 contains 89576 members 
Mstep: Class 21 contains 28084 members 
Mstep: Class 22 contains 40041 members 
Mstep: Class 23 contains 60913 members 
Mstep: Class 24 contains 168585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193003344.000000 Penalty: 81526.742188
Iteration 3F: 24 clusters Score -1.930033e+08 nChanged 277145
Entering Unmasked Mstep 
Mstep: Class 0 contains 1522 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 193950 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 56801 members 
Mstep: Class 5 contains 17982 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 137575 members 
Mstep: Class 8 contains 85256 members 
Mstep: Class 9 contains 9931 members 
Mstep: Class 10 contains 8765 members 
Mstep: Class 11 contains 17792 members 
Mstep: Class 12 contains 183332 members 
Mstep: Class 13 contains 25748 members 
Mstep: Class 14 contains 70104 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 17 contains 10848 members 
Mstep: Class 18 contains 156497 members 
Mstep: Class 19 contains 230242 members 
Mstep: Class 20 contains 80207 members 
Mstep: Class 21 contains 22907 members 
Mstep: Class 22 contains 30905 members 
Mstep: Class 23 contains 51257 members 
Mstep: Class 24 contains 184449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193318464.000000 Penalty: 81526.742188
Iteration 4F: 24 clusters Score -1.933185e+08 nChanged 244541
Entering Unmasked Mstep 
Mstep: Class 0 contains 398 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 206738 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 48665 members 
Mstep: Class 5 contains 12974 members 
Mstep: Class 6 contains 4897 members 
Mstep: Class 7 contains 144371 members 
Mstep: Class 8 contains 76015 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 17034 members 
Mstep: Class 12 contains 198944 members 
Mstep: Class 13 contains 20943 members 
Mstep: Class 14 contains 58926 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 17 contains 10406 members 
Mstep: Class 18 contains 158890 members 
Mstep: Class 19 contains 270229 members 
Mstep: Class 20 contains 69720 members 
Mstep: Class 21 contains 19366 members 
Mstep: Class 22 contains 23915 members 
Mstep: Class 23 contains 42581 members 
Mstep: Class 24 contains 192401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193554416.000000 Penalty: 81526.742188
Iteration 5F: 24 clusters Score -1.935544e+08 nChanged 209661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 206864 members 
Mstep: Class 3 contains 3838 members 
Mstep: Class 4 contains 42822 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 4626 members 
Mstep: Class 7 contains 157081 members 
Mstep: Class 8 contains 69133 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 11 contains 15690 members 
Mstep: Class 12 contains 207575 members 
Mstep: Class 13 contains 18544 members 
Mstep: Class 14 contains 49811 members 
Mstep: Class 15 contains 3102 members 
Mstep: Class 17 contains 10799 members 
Mstep: Class 18 contains 161409 members 
Mstep: Class 19 contains 300272 members 
Mstep: Class 20 contains 60401 members 
Mstep: Class 21 contains 16830 members 
Mstep: Class 22 contains 19595 members 
Mstep: Class 23 contains 35559 members 
Mstep: Class 24 contains 196245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193683360.000000 Penalty: 81526.742188
Iteration 6F: 24 clusters Score -1.936834e+08 nChanged 187153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 201871 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 38834 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 177884 members 
Mstep: Class 8 contains 62325 members 
Mstep: Class 9 contains 5237 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 14447 members 
Mstep: Class 12 contains 210304 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 42933 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 17 contains 11585 members 
Mstep: Class 18 contains 165051 members 
Mstep: Class 19 contains 314313 members 
Mstep: Class 20 contains 52584 members 
Mstep: Class 21 contains 14767 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 29831 members 
Mstep: Class 24 contains 199767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193799344.000000 Penalty: 81526.742188
Iteration 7F: 24 clusters Score -1.937993e+08 nChanged 173207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 195795 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 36186 members 
Mstep: Class 5 contains 6470 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 206490 members 
Mstep: Class 8 contains 55659 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 5813 members 
Mstep: Class 11 contains 13358 members 
Mstep: Class 12 contains 207228 members 
Mstep: Class 13 contains 18757 members 
Mstep: Class 14 contains 37371 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 166791 members 
Mstep: Class 19 contains 316732 members 
Mstep: Class 20 contains 45573 members 
Mstep: Class 21 contains 12714 members 
Mstep: Class 22 contains 14928 members 
Mstep: Class 23 contains 25410 members 
Mstep: Class 24 contains 204694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193897456.000000 Penalty: 81526.742188
Iteration 8F: 24 clusters Score -1.938975e+08 nChanged 166567
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 188981 members 
Mstep: Class 3 contains 10436 members 
Mstep: Class 4 contains 34833 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 244042 members 
Mstep: Class 8 contains 49622 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 11 contains 12324 members 
Mstep: Class 12 contains 198928 members 
Mstep: Class 13 contains 21003 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 2530 members 
Mstep: Class 17 contains 13153 members 
Mstep: Class 18 contains 165473 members 
Mstep: Class 19 contains 305716 members 
Mstep: Class 20 contains 40076 members 
Mstep: Class 21 contains 10881 members 
Mstep: Class 22 contains 13689 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 212558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193971280.000000 Penalty: 81526.742188
Iteration 9F: 24 clusters Score -1.939713e+08 nChanged 162549
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 183189 members 
Mstep: Class 3 contains 13245 members 
Mstep: Class 4 contains 34474 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 7296 members 
Mstep: Class 7 contains 285420 members 
Mstep: Class 8 contains 44259 members 
Mstep: Class 9 contains 4890 members 
Mstep: Class 10 contains 6915 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 188950 members 
Mstep: Class 13 contains 24425 members 
Mstep: Class 14 contains 30606 members 
Mstep: Class 15 contains 3067 members 
Mstep: Class 17 contains 13826 members 
Mstep: Class 18 contains 163170 members 
Mstep: Class 19 contains 279377 members 
Mstep: Class 20 contains 36196 members 
Mstep: Class 21 contains 9311 members 
Mstep: Class 22 contains 13073 members 
Mstep: Class 23 contains 19867 members 
Mstep: Class 24 contains 224624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194049120.000000 Penalty: 81526.742188
Iteration 10F: 24 clusters Score -1.940491e+08 nChanged 149336
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 179209 members 
Mstep: Class 3 contains 16137 members 
Mstep: Class 4 contains 34735 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 8487 members 
Mstep: Class 7 contains 318022 members 
Mstep: Class 8 contains 39299 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 7245 members 
Mstep: Class 11 contains 10377 members 
Mstep: Class 12 contains 179686 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 28631 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 160300 members 
Mstep: Class 19 contains 251720 members 
Mstep: Class 20 contains 33584 members 
Mstep: Class 21 contains 7903 members 
Mstep: Class 22 contains 12749 members 
Mstep: Class 23 contains 18956 members 
Mstep: Class 24 contains 239049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194126608.000000 Penalty: 81526.742188
Iteration 11F: 24 clusters Score -1.941266e+08 nChanged 137882
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 178664 members 
Mstep: Class 3 contains 19042 members 
Mstep: Class 4 contains 35006 members 
Mstep: Class 5 contains 4854 members 
Mstep: Class 6 contains 9658 members 
Mstep: Class 7 contains 343125 members 
Mstep: Class 8 contains 34417 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 9665 members 
Mstep: Class 12 contains 175300 members 
Mstep: Class 13 contains 32682 members 
Mstep: Class 14 contains 26865 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 17 contains 14331 members 
Mstep: Class 18 contains 156782 members 
Mstep: Class 19 contains 222118 members 
Mstep: Class 20 contains 31226 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 12542 members 
Mstep: Class 23 contains 18767 members 
Mstep: Class 24 contains 254123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194167312.000000 Penalty: 81526.742188
Iteration 12F: 24 clusters Score -1.941673e+08 nChanged 126732
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 182369 members 
Mstep: Class 3 contains 21917 members 
Mstep: Class 4 contains 35272 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 6 contains 10781 members 
Mstep: Class 7 contains 344657 members 
Mstep: Class 8 contains 29561 members 
Mstep: Class 9 contains 4749 members 
Mstep: Class 10 contains 7473 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 175559 members 
Mstep: Class 13 contains 36293 members 
Mstep: Class 14 contains 25549 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 17 contains 14046 members 
Mstep: Class 18 contains 155048 members 
Mstep: Class 19 contains 202363 members 
Mstep: Class 20 contains 29430 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 19899 members 
Mstep: Class 24 contains 270240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194207712.000000 Penalty: 81526.742188
Iteration 13F: 24 clusters Score -1.942077e+08 nChanged 105070
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 185756 members 
Mstep: Class 3 contains 24899 members 
Mstep: Class 4 contains 35455 members 
Mstep: Class 5 contains 4299 members 
Mstep: Class 6 contains 11934 members 
Mstep: Class 7 contains 333502 members 
Mstep: Class 8 contains 25203 members 
Mstep: Class 9 contains 4654 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 178562 members 
Mstep: Class 13 contains 39430 members 
Mstep: Class 14 contains 24742 members 
Mstep: Class 15 contains 6362 members 
Mstep: Class 17 contains 13646 members 
Mstep: Class 18 contains 155532 members 
Mstep: Class 19 contains 185944 members 
Mstep: Class 20 contains 28832 members 
Mstep: Class 21 contains 4267 members 
Mstep: Class 22 contains 12858 members 
Mstep: Class 23 contains 21697 members 
Mstep: Class 24 contains 288023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194263824.000000 Penalty: 81526.742188
Iteration 14F: 24 clusters Score -1.942638e+08 nChanged 92374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 186359 members 
Mstep: Class 3 contains 27933 members 
Mstep: Class 4 contains 35495 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 13048 members 
Mstep: Class 7 contains 323193 members 
Mstep: Class 8 contains 21257 members 
Mstep: Class 9 contains 4553 members 
Mstep: Class 10 contains 7597 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 181389 members 
Mstep: Class 13 contains 42410 members 
Mstep: Class 14 contains 24359 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 17 contains 13186 members 
Mstep: Class 18 contains 154873 members 
Mstep: Class 19 contains 170111 members 
Mstep: Class 20 contains 28834 members 
Mstep: Class 21 contains 3402 members 
Mstep: Class 22 contains 13186 members 
Mstep: Class 23 contains 23372 members 
Mstep: Class 24 contains 307099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3095.312744 but Gain 3544.640625
Score: -194313888.000000 Penalty: 77982.101562
Iteration 15F: 23 clusters Score -1.943139e+08 nChanged 91804
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 185039 members 
Mstep: Class 3 contains 31133 members 
Mstep: Class 4 contains 35893 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 14068 members 
Mstep: Class 7 contains 313121 members 
Mstep: Class 8 contains 17772 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 7685 members 
Mstep: Class 11 contains 8698 members 
Mstep: Class 12 contains 184279 members 
Mstep: Class 13 contains 45355 members 
Mstep: Class 14 contains 24071 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 153152 members 
Mstep: Class 19 contains 155798 members 
Mstep: Class 20 contains 29183 members 
Mstep: Class 22 contains 13777 members 
Mstep: Class 23 contains 24955 members 
Mstep: Class 24 contains 328464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194347200.000000 Penalty: 77982.101562
Iteration 16F: 23 clusters Score -1.943472e+08 nChanged 89353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 183042 members 
Mstep: Class 3 contains 34447 members 
Mstep: Class 4 contains 36050 members 
Mstep: Class 5 contains 3738 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 301277 members 
Mstep: Class 8 contains 14530 members 
Mstep: Class 9 contains 4265 members 
Mstep: Class 10 contains 7767 members 
Mstep: Class 11 contains 8906 members 
Mstep: Class 12 contains 186768 members 
Mstep: Class 13 contains 48099 members 
Mstep: Class 14 contains 23718 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 17 contains 11843 members 
Mstep: Class 18 contains 150019 members 
Mstep: Class 19 contains 146878 members 
Mstep: Class 20 contains 29538 members 
Mstep: Class 22 contains 14328 members 
Mstep: Class 23 contains 26436 members 
Mstep: Class 24 contains 345926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194346432.000000 Penalty: 77982.101562
Iteration 17F: 23 clusters Score -1.943464e+08 nChanged 89090
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 181862 members 
Mstep: Class 3 contains 37881 members 
Mstep: Class 4 contains 36324 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 15684 members 
Mstep: Class 7 contains 289045 members 
Mstep: Class 8 contains 11902 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 7884 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 187475 members 
Mstep: Class 13 contains 50851 members 
Mstep: Class 14 contains 23307 members 
Mstep: Class 15 contains 10048 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 18 contains 148503 members 
Mstep: Class 19 contains 142965 members 
Mstep: Class 20 contains 30187 members 
Mstep: Class 22 contains 14915 members 
Mstep: Class 23 contains 27941 members 
Mstep: Class 24 contains 356977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194348256.000000 Penalty: 77982.101562
Iteration 18F: 23 clusters Score -1.943483e+08 nChanged 80921
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 182346 members 
Mstep: Class 3 contains 41205 members 
Mstep: Class 4 contains 36803 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 276923 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 8062 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 186967 members 
Mstep: Class 13 contains 53528 members 
Mstep: Class 14 contains 22857 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 17 contains 10483 members 
Mstep: Class 18 contains 149116 members 
Mstep: Class 19 contains 143192 members 
Mstep: Class 20 contains 31302 members 
Mstep: Class 22 contains 15584 members 
Mstep: Class 23 contains 29490 members 
Mstep: Class 24 contains 359670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194350272.000000 Penalty: 77982.101562
Iteration 19F: 23 clusters Score -1.943503e+08 nChanged 69615
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 185017 members 
Mstep: Class 3 contains 44103 members 
Mstep: Class 4 contains 37511 members 
Mstep: Class 5 contains 3250 members 
Mstep: Class 6 contains 17201 members 
Mstep: Class 7 contains 263064 members 
Mstep: Class 8 contains 9022 members 
Mstep: Class 9 contains 3570 members 
Mstep: Class 10 contains 8243 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 186189 members 
Mstep: Class 13 contains 56244 members 
Mstep: Class 14 contains 22388 members 
Mstep: Class 15 contains 11995 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 151546 members 
Mstep: Class 19 contains 145800 members 
Mstep: Class 20 contains 32840 members 
Mstep: Class 22 contains 16216 members 
Mstep: Class 23 contains 31316 members 
Mstep: Class 24 contains 356650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194363024.000000 Penalty: 77982.101562
Iteration 20F: 23 clusters Score -1.94363e+08 nChanged 60616
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 188573 members 
Mstep: Class 3 contains 46601 members 
Mstep: Class 4 contains 38282 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 17960 members 
Mstep: Class 7 contains 248301 members 
Mstep: Class 8 contains 8399 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 184765 members 
Mstep: Class 13 contains 58967 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 12954 members 
Mstep: Class 17 contains 9293 members 
Mstep: Class 18 contains 154679 members 
Mstep: Class 19 contains 149212 members 
Mstep: Class 20 contains 34775 members 
Mstep: Class 22 contains 16904 members 
Mstep: Class 23 contains 33468 members 
Mstep: Class 24 contains 351685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194382032.000000 Penalty: 77982.101562
Iteration 21Q: 23 clusters Score -1.94382e+08 nChanged 55154
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 192047 members 
Mstep: Class 3 contains 48864 members 
Mstep: Class 4 contains 39159 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 18702 members 
Mstep: Class 7 contains 233221 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 8577 members 
Mstep: Class 11 contains 10142 members 
Mstep: Class 12 contains 182575 members 
Mstep: Class 13 contains 61655 members 
Mstep: Class 14 contains 21768 members 
Mstep: Class 15 contains 13843 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 157898 members 
Mstep: Class 19 contains 152714 members 
Mstep: Class 20 contains 37207 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 35857 members 
Mstep: Class 24 contains 346917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194398032.000000 Penalty: 77982.101562
Iteration 22Q: 23 clusters Score -1.94398e+08 nChanged 51891
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 194632 members 
Mstep: Class 3 contains 51019 members 
Mstep: Class 4 contains 40133 members 
Mstep: Class 5 contains 2814 members 
Mstep: Class 6 contains 19435 members 
Mstep: Class 7 contains 218588 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 10298 members 
Mstep: Class 12 contains 179479 members 
Mstep: Class 13 contains 64455 members 
Mstep: Class 14 contains 21589 members 
Mstep: Class 15 contains 14689 members 
Mstep: Class 17 contains 8207 members 
Mstep: Class 18 contains 160857 members 
Mstep: Class 19 contains 156353 members 
Mstep: Class 20 contains 40098 members 
Mstep: Class 22 contains 17997 members 
Mstep: Class 23 contains 38588 members 
Mstep: Class 24 contains 342609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194413456.000000 Penalty: 77982.101562
Iteration 23Q: 23 clusters Score -1.944135e+08 nChanged 48339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 196282 members 
Mstep: Class 3 contains 53073 members 
Mstep: Class 4 contains 41234 members 
Mstep: Class 5 contains 2679 members 
Mstep: Class 6 contains 20140 members 
Mstep: Class 7 contains 204773 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 10400 members 
Mstep: Class 12 contains 176162 members 
Mstep: Class 13 contains 67189 members 
Mstep: Class 14 contains 21528 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 163611 members 
Mstep: Class 19 contains 159364 members 
Mstep: Class 20 contains 43280 members 
Mstep: Class 22 contains 18491 members 
Mstep: Class 23 contains 41442 members 
Mstep: Class 24 contains 339005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3507.229492 but Gain 3544.640625
Score: -194427488.000000 Penalty: 74437.460938
Iteration 24Q: 22 clusters Score -1.944275e+08 nChanged 47469
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 197294 members 
Mstep: Class 3 contains 54981 members 
Mstep: Class 4 contains 42515 members 
Mstep: Class 6 contains 20761 members 
Mstep: Class 7 contains 192674 members 
Mstep: Class 8 contains 7259 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 9011 members 
Mstep: Class 11 contains 10506 members 
Mstep: Class 12 contains 173043 members 
Mstep: Class 13 contains 69904 members 
Mstep: Class 14 contains 21481 members 
Mstep: Class 15 contains 16052 members 
Mstep: Class 17 contains 7310 members 
Mstep: Class 18 contains 165699 members 
Mstep: Class 19 contains 162107 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 22 contains 19573 members 
Mstep: Class 23 contains 44378 members 
Mstep: Class 24 contains 336150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194446896.000000 Penalty: 74437.460938
Iteration 25Q: 22 clusters Score -1.944469e+08 nChanged 42392
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 197590 members 
Mstep: Class 3 contains 56853 members 
Mstep: Class 4 contains 43721 members 
Mstep: Class 6 contains 21347 members 
Mstep: Class 7 contains 182501 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 10566 members 
Mstep: Class 12 contains 169765 members 
Mstep: Class 13 contains 72452 members 
Mstep: Class 14 contains 21330 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 17 contains 6893 members 
Mstep: Class 18 contains 166711 members 
Mstep: Class 19 contains 163528 members 
Mstep: Class 20 contains 50191 members 
Mstep: Class 22 contains 20271 members 
Mstep: Class 23 contains 47304 members 
Mstep: Class 24 contains 333336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194461280.000000 Penalty: 74437.460938
Iteration 26Q: 22 clusters Score -1.944613e+08 nChanged 38773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 197183 members 
Mstep: Class 3 contains 58603 members 
Mstep: Class 4 contains 44829 members 
Mstep: Class 6 contains 21871 members 
Mstep: Class 7 contains 175168 members 
Mstep: Class 8 contains 7002 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 9178 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 12 contains 166826 members 
Mstep: Class 13 contains 74818 members 
Mstep: Class 14 contains 21137 members 
Mstep: Class 15 contains 17033 members 
Mstep: Class 17 contains 6517 members 
Mstep: Class 18 contains 167051 members 
Mstep: Class 19 contains 164082 members 
Mstep: Class 20 contains 53425 members 
Mstep: Class 22 contains 20903 members 
Mstep: Class 23 contains 50014 members 
Mstep: Class 24 contains 330694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194473280.000000 Penalty: 74437.460938
Iteration 27Q: 22 clusters Score -1.944733e+08 nChanged 36008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 196393 members 
Mstep: Class 3 contains 60124 members 
Mstep: Class 4 contains 45870 members 
Mstep: Class 6 contains 22321 members 
Mstep: Class 7 contains 169685 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 9239 members 
Mstep: Class 11 contains 10623 members 
Mstep: Class 12 contains 164317 members 
Mstep: Class 13 contains 76985 members 
Mstep: Class 14 contains 20922 members 
Mstep: Class 15 contains 17383 members 
Mstep: Class 17 contains 6226 members 
Mstep: Class 18 contains 166726 members 
Mstep: Class 19 contains 164117 members 
Mstep: Class 20 contains 56574 members 
Mstep: Class 22 contains 21493 members 
Mstep: Class 23 contains 52648 members 
Mstep: Class 24 contains 328245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194481936.000000 Penalty: 74437.460938
Iteration 28Q: 22 clusters Score -1.944819e+08 nChanged 33817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 195386 members 
Mstep: Class 3 contains 61469 members 
Mstep: Class 4 contains 46966 members 
Mstep: Class 6 contains 22724 members 
Mstep: Class 7 contains 165399 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 10619 members 
Mstep: Class 12 contains 162292 members 
Mstep: Class 13 contains 78971 members 
Mstep: Class 14 contains 20717 members 
Mstep: Class 15 contains 17708 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 165943 members 
Mstep: Class 19 contains 163715 members 
Mstep: Class 20 contains 59437 members 
Mstep: Class 22 contains 21925 members 
Mstep: Class 23 contains 55140 members 
Mstep: Class 24 contains 326173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194491520.000000 Penalty: 74437.460938
Iteration 29Q: 22 clusters Score -1.944915e+08 nChanged 32076
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 194309 members 
Mstep: Class 3 contains 62658 members 
Mstep: Class 4 contains 48017 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 162192 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 9314 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 12 contains 160561 members 
Mstep: Class 13 contains 80786 members 
Mstep: Class 14 contains 20472 members 
Mstep: Class 15 contains 17941 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 164777 members 
Mstep: Class 19 contains 163217 members 
Mstep: Class 20 contains 62108 members 
Mstep: Class 22 contains 22386 members 
Mstep: Class 23 contains 57465 members 
Mstep: Class 24 contains 324248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194501888.000000 Penalty: 74437.460938
Iteration 30Q: 22 clusters Score -1.945019e+08 nChanged 30719
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 193252 members 
Mstep: Class 3 contains 63712 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 6 contains 23326 members 
Mstep: Class 7 contains 159663 members 
Mstep: Class 8 contains 6733 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 10655 members 
Mstep: Class 12 contains 159293 members 
Mstep: Class 13 contains 82378 members 
Mstep: Class 14 contains 20242 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 163335 members 
Mstep: Class 19 contains 162485 members 
Mstep: Class 20 contains 64399 members 
Mstep: Class 22 contains 22818 members 
Mstep: Class 23 contains 59715 members 
Mstep: Class 24 contains 322595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194510320.000000 Penalty: 74437.460938
Iteration 31Q: 22 clusters Score -1.945103e+08 nChanged 29419
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 192282 members 
Mstep: Class 3 contains 64506 members 
Mstep: Class 4 contains 50189 members 
Mstep: Class 6 contains 23543 members 
Mstep: Class 7 contains 157718 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 10669 members 
Mstep: Class 12 contains 158240 members 
Mstep: Class 13 contains 83798 members 
Mstep: Class 14 contains 20104 members 
Mstep: Class 15 contains 18235 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 161833 members 
Mstep: Class 19 contains 161752 members 
Mstep: Class 20 contains 66342 members 
Mstep: Class 22 contains 23122 members 
Mstep: Class 23 contains 61871 members 
Mstep: Class 24 contains 321169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194516688.000000 Penalty: 74437.460938
Iteration 32Q: 22 clusters Score -1.945167e+08 nChanged 28415
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 191415 members 
Mstep: Class 3 contains 65185 members 
Mstep: Class 4 contains 51322 members 
Mstep: Class 6 contains 23754 members 
Mstep: Class 7 contains 156233 members 
Mstep: Class 8 contains 6640 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 10725 members 
Mstep: Class 12 contains 157299 members 
Mstep: Class 13 contains 85060 members 
Mstep: Class 14 contains 19963 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 17 contains 4974 members 
Mstep: Class 18 contains 160088 members 
Mstep: Class 19 contains 161140 members 
Mstep: Class 20 contains 67897 members 
Mstep: Class 22 contains 23379 members 
Mstep: Class 23 contains 63932 members 
Mstep: Class 24 contains 319909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194524064.000000 Penalty: 74437.460938
Iteration 33Q: 22 clusters Score -1.945241e+08 nChanged 27857
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 190505 members 
Mstep: Class 3 contains 65762 members 
Mstep: Class 4 contains 52411 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 155208 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 10764 members 
Mstep: Class 12 contains 156457 members 
Mstep: Class 13 contains 86129 members 
Mstep: Class 14 contains 19919 members 
Mstep: Class 15 contains 18439 members 
Mstep: Class 17 contains 4797 members 
Mstep: Class 18 contains 158355 members 
Mstep: Class 19 contains 160639 members 
Mstep: Class 20 contains 69101 members 
Mstep: Class 22 contains 23593 members 
Mstep: Class 23 contains 65917 members 
Mstep: Class 24 contains 318760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194529936.000000 Penalty: 74437.460938
Iteration 34Q: 22 clusters Score -1.945299e+08 nChanged 27328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 189620 members 
Mstep: Class 3 contains 66250 members 
Mstep: Class 4 contains 53481 members 
Mstep: Class 6 contains 24090 members 
Mstep: Class 7 contains 154395 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 10791 members 
Mstep: Class 12 contains 155592 members 
Mstep: Class 13 contains 87142 members 
Mstep: Class 14 contains 19884 members 
Mstep: Class 15 contains 18542 members 
Mstep: Class 17 contains 4633 members 
Mstep: Class 18 contains 156854 members 
Mstep: Class 19 contains 160236 members 
Mstep: Class 20 contains 70005 members 
Mstep: Class 22 contains 23755 members 
Mstep: Class 23 contains 67903 members 
Mstep: Class 24 contains 317580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194536672.000000 Penalty: 74437.460938
Iteration 35Q: 22 clusters Score -1.945367e+08 nChanged 26351
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 188803 members 
Mstep: Class 3 contains 66664 members 
Mstep: Class 4 contains 54559 members 
Mstep: Class 6 contains 24241 members 
Mstep: Class 7 contains 153888 members 
Mstep: Class 8 contains 6546 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 10806 members 
Mstep: Class 12 contains 154808 members 
Mstep: Class 13 contains 88035 members 
Mstep: Class 14 contains 19815 members 
Mstep: Class 15 contains 18618 members 
Mstep: Class 17 contains 4464 members 
Mstep: Class 18 contains 155431 members 
Mstep: Class 19 contains 159890 members 
Mstep: Class 20 contains 70689 members 
Mstep: Class 22 contains 23934 members 
Mstep: Class 23 contains 69866 members 
Mstep: Class 24 contains 316317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543904.000000 Penalty: 74437.460938
Iteration 36Q: 22 clusters Score -1.945439e+08 nChanged 25927
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 187895 members 
Mstep: Class 3 contains 67010 members 
Mstep: Class 4 contains 55510 members 
Mstep: Class 6 contains 24391 members 
Mstep: Class 7 contains 153591 members 
Mstep: Class 8 contains 6498 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 154218 members 
Mstep: Class 13 contains 88852 members 
Mstep: Class 14 contains 19760 members 
Mstep: Class 15 contains 18699 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 154448 members 
Mstep: Class 19 contains 159697 members 
Mstep: Class 20 contains 71084 members 
Mstep: Class 22 contains 24077 members 
Mstep: Class 23 contains 71729 members 
Mstep: Class 24 contains 314899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549264.000000 Penalty: 74437.460938
Iteration 37Q: 22 clusters Score -1.945493e+08 nChanged 25343
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 187058 members 
Mstep: Class 3 contains 67367 members 
Mstep: Class 4 contains 56405 members 
Mstep: Class 6 contains 24523 members 
Mstep: Class 7 contains 153355 members 
Mstep: Class 8 contains 6463 members 
Mstep: Class 9 contains 2921 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 153636 members 
Mstep: Class 13 contains 89488 members 
Mstep: Class 14 contains 19724 members 
Mstep: Class 15 contains 18762 members 
Mstep: Class 17 contains 4146 members 
Mstep: Class 18 contains 153884 members 
Mstep: Class 19 contains 159443 members 
Mstep: Class 20 contains 71314 members 
Mstep: Class 22 contains 24190 members 
Mstep: Class 23 contains 73444 members 
Mstep: Class 24 contains 313555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194554528.000000 Penalty: 74437.460938
Iteration 38Q: 22 clusters Score -1.945545e+08 nChanged 25052
Entering ConstructFrom: 
Score: -194554528.000000 Penalty: 74437.460938
Entering ConstructFrom: 
Trying to split cluster 1 (11908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Entering Unmasked Estep 
Score: -1470765.125000 Penalty: 2327.471436
	Iteration 0F: 2 clusters Score -1470765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1461872.875000 Penalty: 4654.942871
	Iteration 0F: 3 clusters Score -1461873 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1464493.125000 Penalty: 4654.942871
	Iteration 1F: 3 clusters Score -1464493 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1464887.250000 Penalty: 4654.942871
	Iteration 2F: 3 clusters Score -1464887 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1465328.625000 Penalty: 4654.942871
	Iteration 3F: 3 clusters Score -1465329 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1465839.000000 Penalty: 4654.942871
	Iteration 4F: 3 clusters Score -1465839 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1466344.250000 Penalty: 4654.942871
	Iteration 5F: 3 clusters Score -1466344 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1466737.625000 Penalty: 4654.942871
	Iteration 6F: 3 clusters Score -1466738 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1467112.000000 Penalty: 4654.942871
	Iteration 7F: 3 clusters Score -1467112 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1467471.750000 Penalty: 4654.942871
	Iteration 8Q: 3 clusters Score -1467472 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1467858.250000 Penalty: 4654.942871
	Iteration 9Q: 3 clusters Score -1467858 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1468246.125000 Penalty: 4654.942871
	Iteration 10Q: 3 clusters Score -1468246 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1468575.000000 Penalty: 4654.942871
	Iteration 11Q: 3 clusters Score -1468575 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1468855.750000 Penalty: 4654.942871
	Iteration 12Q: 3 clusters Score -1468856 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1469066.625000 Penalty: 4654.942871
	Iteration 13Q: 3 clusters Score -1469067 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1469231.750000 Penalty: 4654.942871
	Iteration 14Q: 3 clusters Score -1469232 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1469355.125000 Penalty: 4654.942871
	Iteration 15Q: 3 clusters Score -1469355 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1469434.625000 Penalty: 4654.942871
	Iteration 16Q: 3 clusters Score -1469435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1469489.500000 Penalty: 4654.942871
	Iteration 17Q: 3 clusters Score -1469490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1469522.000000 Penalty: 4654.942871
	Iteration 18Q: 3 clusters Score -1469522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1469553.250000 Penalty: 4654.942871
	Iteration 19Q: 3 clusters Score -1469553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1469568.125000 Penalty: 4654.942871
	Iteration 20F: 3 clusters Score -1469568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1469586.000000 Penalty: 4654.942871
	Iteration 21Q: 3 clusters Score -1469586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1469599.875000 Penalty: 4654.942871
	Iteration 22Q: 3 clusters Score -1469600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1469609.750000 Penalty: 4654.942871
	Iteration 23Q: 3 clusters Score -1469610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1469616.875000 Penalty: 4654.942871
	Iteration 24Q: 3 clusters Score -1469617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1469628.500000 Penalty: 4654.942871
	Iteration 25Q: 3 clusters Score -1469628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1469631.625000 Penalty: 4654.942871
	Iteration 26Q: 3 clusters Score -1469632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1469637.375000 Penalty: 4654.942871
	Iteration 27Q: 3 clusters Score -1469637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1469639.500000 Penalty: 4654.942871
	Iteration 28Q: 3 clusters Score -1469640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1469642.500000 Penalty: 4654.942871
	Iteration 29Q: 3 clusters Score -1469642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1469650.875000 Penalty: 4654.942871
	Iteration 30Q: 3 clusters Score -1469651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1469653.375000 Penalty: 4654.942871
	Iteration 31Q: 3 clusters Score -1469653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1469652.750000 Penalty: 4654.942871
	Iteration 32Q: 3 clusters Score -1469653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1469654.750000 Penalty: 4654.942871
	Iteration 33Q: 3 clusters Score -1469655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1469653.875000 Penalty: 4654.942871
	Iteration 34Q: 3 clusters Score -1469654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1469653.250000 Penalty: 4654.942871
	Iteration 35Q: 3 clusters Score -1469653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1469655.875000 Penalty: 4654.942871
	Iteration 36Q: 3 clusters Score -1469656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1469657.625000 Penalty: 4654.942871
	Iteration 37Q: 3 clusters Score -1469658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1469659.500000 Penalty: 4654.942871
	Iteration 38Q: 3 clusters Score -1469660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1469657.375000 Penalty: 4654.942871
	Iteration 39Q: 3 clusters Score -1469657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1469657.375000 Penalty: 4654.942871
	Iteration 40F: 3 clusters Score -1469657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (186208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Entering Unmasked Estep 
Score: -23073590.000000 Penalty: 3009.385742
	Iteration 0F: 2 clusters Score -2.307359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -22959202.000000 Penalty: 6018.771484
	Iteration 0F: 3 clusters Score -2.29592e+07 nChanged 89306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 91478 members 
Entering Unmasked Estep 
Score: -23012756.000000 Penalty: 6018.771484
	Iteration 1F: 3 clusters Score -2.301276e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -23014002.000000 Penalty: 6018.771484
	Iteration 2Q: 3 clusters Score -2.3014e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -23015418.000000 Penalty: 6018.771484
	Iteration 3Q: 3 clusters Score -2.301542e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96814 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -23017126.000000 Penalty: 6018.771484
	Iteration 4Q: 3 clusters Score -2.301713e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -23019606.000000 Penalty: 6018.771484
	Iteration 5Q: 3 clusters Score -2.301961e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -23022558.000000 Penalty: 6018.771484
	Iteration 6Q: 3 clusters Score -2.302256e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101389 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -23026840.000000 Penalty: 6018.771484
	Iteration 7Q: 3 clusters Score -2.302684e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103260 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -23033340.000000 Penalty: 6018.771484
	Iteration 8F: 3 clusters Score -2.303334e+07 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104830 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -23041346.000000 Penalty: 6018.771484
	Iteration 9F: 3 clusters Score -2.304135e+07 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105890 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -23048148.000000 Penalty: 6018.771484
	Iteration 10F: 3 clusters Score -2.304815e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -23051918.000000 Penalty: 6018.771484
	Iteration 11Q: 3 clusters Score -2.305192e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -23053298.000000 Penalty: 6018.771484
	Iteration 12Q: 3 clusters Score -2.30533e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -23054080.000000 Penalty: 6018.771484
	Iteration 13Q: 3 clusters Score -2.305408e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -23054312.000000 Penalty: 6018.771484
	Iteration 14Q: 3 clusters Score -2.305431e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -23054652.000000 Penalty: 6018.771484
	Iteration 15Q: 3 clusters Score -2.305465e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108752 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -23055042.000000 Penalty: 6018.771484
	Iteration 16Q: 3 clusters Score -2.305504e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109338 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -23055466.000000 Penalty: 6018.771484
	Iteration 17Q: 3 clusters Score -2.305547e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -23055804.000000 Penalty: 6018.771484
	Iteration 18Q: 3 clusters Score -2.30558e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -23056136.000000 Penalty: 6018.771484
	Iteration 19Q: 3 clusters Score -2.305614e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -23056540.000000 Penalty: 6018.771484
	Iteration 20F: 3 clusters Score -2.305654e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112204 members 
Mstep: Class 2 contains 74004 members 
Entering Unmasked Estep 
Score: -23056772.000000 Penalty: 6018.771484
	Iteration 21Q: 3 clusters Score -2.305677e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 73121 members 
Entering Unmasked Estep 
Score: -23057048.000000 Penalty: 6018.771484
	Iteration 22Q: 3 clusters Score -2.305705e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -23057360.000000 Penalty: 6018.771484
	Iteration 23Q: 3 clusters Score -2.305736e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -23057566.000000 Penalty: 6018.771484
	Iteration 24Q: 3 clusters Score -2.305757e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -23057988.000000 Penalty: 6018.771484
	Iteration 25Q: 3 clusters Score -2.305799e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117628 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -23058280.000000 Penalty: 6018.771484
	Iteration 26Q: 3 clusters Score -2.305828e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -23058644.000000 Penalty: 6018.771484
	Iteration 27Q: 3 clusters Score -2.305864e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120393 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -23059040.000000 Penalty: 6018.771484
	Iteration 28Q: 3 clusters Score -2.305904e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121878 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -23059318.000000 Penalty: 6018.771484
	Iteration 29Q: 3 clusters Score -2.305932e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -23059680.000000 Penalty: 6018.771484
	Iteration 30Q: 3 clusters Score -2.305968e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -23059976.000000 Penalty: 6018.771484
	Iteration 31Q: 3 clusters Score -2.305998e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126650 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -23060410.000000 Penalty: 6018.771484
	Iteration 32Q: 3 clusters Score -2.306041e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -23060774.000000 Penalty: 6018.771484
	Iteration 33Q: 3 clusters Score -2.306077e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -23061278.000000 Penalty: 6018.771484
	Iteration 34Q: 3 clusters Score -2.306128e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132289 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -23061614.000000 Penalty: 6018.771484
	Iteration 35Q: 3 clusters Score -2.306161e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134381 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -23062038.000000 Penalty: 6018.771484
	Iteration 36Q: 3 clusters Score -2.306204e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -23062648.000000 Penalty: 6018.771484
	Iteration 37Q: 3 clusters Score -2.306265e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -23063278.000000 Penalty: 6018.771484
	Iteration 38Q: 3 clusters Score -2.306328e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141404 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -23064008.000000 Penalty: 6018.771484
	Iteration 39Q: 3 clusters Score -2.306401e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143986 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -23064740.000000 Penalty: 6018.771484
	Iteration 40F: 3 clusters Score -2.306474e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146567 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -23065318.000000 Penalty: 6018.771484
	Iteration 41Q: 3 clusters Score -2.306532e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -23066004.000000 Penalty: 6018.771484
	Iteration 42Q: 3 clusters Score -2.3066e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -23066724.000000 Penalty: 6018.771484
	Iteration 43Q: 3 clusters Score -2.306672e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -23067198.000000 Penalty: 6018.771484
	Iteration 44Q: 3 clusters Score -2.30672e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -23067688.000000 Penalty: 6018.771484
	Iteration 45Q: 3 clusters Score -2.306769e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -23068370.000000 Penalty: 6018.771484
	Iteration 46Q: 3 clusters Score -2.306837e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162089 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -23068820.000000 Penalty: 6018.771484
	Iteration 47Q: 3 clusters Score -2.306882e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164402 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -23069160.000000 Penalty: 6018.771484
	Iteration 48Q: 3 clusters Score -2.306916e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -23069598.000000 Penalty: 6018.771484
	Iteration 49Q: 3 clusters Score -2.30696e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -23069930.000000 Penalty: 6018.771484
	Iteration 50Q: 3 clusters Score -2.306993e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -23070370.000000 Penalty: 6018.771484
	Iteration 51Q: 3 clusters Score -2.307037e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -23070628.000000 Penalty: 6018.771484
	Iteration 52Q: 3 clusters Score -2.307063e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -23070886.000000 Penalty: 6018.771484
	Iteration 53Q: 3 clusters Score -2.307089e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175326 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -23071016.000000 Penalty: 6018.771484
	Iteration 54Q: 3 clusters Score -2.307102e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176562 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -23071238.000000 Penalty: 6018.771484
	Iteration 55Q: 3 clusters Score -2.307124e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177667 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -23071456.000000 Penalty: 6018.771484
	Iteration 56Q: 3 clusters Score -2.307146e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178613 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -23071528.000000 Penalty: 6018.771484
	Iteration 57Q: 3 clusters Score -2.307153e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179405 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -23071676.000000 Penalty: 6018.771484
	Iteration 58Q: 3 clusters Score -2.307168e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180078 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -23071812.000000 Penalty: 6018.771484
	Iteration 59Q: 3 clusters Score -2.307181e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180605 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -23071862.000000 Penalty: 6018.771484
	Iteration 60F: 3 clusters Score -2.307186e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181050 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -23072036.000000 Penalty: 6018.771484
	Iteration 61Q: 3 clusters Score -2.307204e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181417 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -23072088.000000 Penalty: 6018.771484
	Iteration 62Q: 3 clusters Score -2.307209e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -23072208.000000 Penalty: 6018.771484
	Iteration 63Q: 3 clusters Score -2.307221e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -23072224.000000 Penalty: 6018.771484
	Iteration 64Q: 3 clusters Score -2.307222e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -23072258.000000 Penalty: 6018.771484
	Iteration 65Q: 3 clusters Score -2.307226e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182242 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -23072306.000000 Penalty: 6018.771484
	Iteration 66Q: 3 clusters Score -2.307231e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182348 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -23072342.000000 Penalty: 6018.771484
	Iteration 67Q: 3 clusters Score -2.307234e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182453 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -23072316.000000 Penalty: 6018.771484
	Iteration 68Q: 3 clusters Score -2.307232e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182532 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -23072326.000000 Penalty: 6018.771484
	Iteration 69Q: 3 clusters Score -2.307233e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182585 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -23072382.000000 Penalty: 6018.771484
	Iteration 70Q: 3 clusters Score -2.307238e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182638 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23072400.000000 Penalty: 6018.771484
	Iteration 71Q: 3 clusters Score -2.30724e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182698 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -23072440.000000 Penalty: 6018.771484
	Iteration 72Q: 3 clusters Score -2.307244e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -23072412.000000 Penalty: 6018.771484
	Iteration 73Q: 3 clusters Score -2.307241e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182762 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -23072390.000000 Penalty: 6018.771484
	Iteration 74Q: 3 clusters Score -2.307239e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182786 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23072406.000000 Penalty: 6018.771484
	Iteration 75Q: 3 clusters Score -2.307241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182808 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -23072410.000000 Penalty: 6018.771484
	Iteration 76Q: 3 clusters Score -2.307241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182821 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23072456.000000 Penalty: 6018.771484
	Iteration 77Q: 3 clusters Score -2.307246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -23072454.000000 Penalty: 6018.771484
	Iteration 78Q: 3 clusters Score -2.307245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182852 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -23072452.000000 Penalty: 6018.771484
	Iteration 79Q: 3 clusters Score -2.307245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182866 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23072478.000000 Penalty: 6018.771484
	Iteration 80F: 3 clusters Score -2.307248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23072444.000000 Penalty: 6018.771484
	Iteration 81Q: 3 clusters Score -2.307244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182886 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -23072448.000000 Penalty: 6018.771484
	Iteration 82Q: 3 clusters Score -2.307245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182896 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -23072434.000000 Penalty: 6018.771484
	Iteration 83Q: 3 clusters Score -2.307243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182906 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -23072456.000000 Penalty: 6018.771484
	Iteration 84Q: 3 clusters Score -2.307246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182909 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -23072442.000000 Penalty: 6018.771484
	Iteration 85Q: 3 clusters Score -2.307244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182912 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -23072454.000000 Penalty: 6018.771484
	Iteration 86Q: 3 clusters Score -2.307245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182917 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -23072440.000000 Penalty: 6018.771484
	Iteration 87Q: 3 clusters Score -2.307244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182916 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -23072454.000000 Penalty: 6018.771484
	Iteration 88Q: 3 clusters Score -2.307245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182914 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -23072450.000000 Penalty: 6018.771484
	Iteration 89Q: 3 clusters Score -2.307245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -23072440.000000 Penalty: 6018.771484
	Iteration 90Q: 3 clusters Score -2.307244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182927 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -23072440.000000 Penalty: 6018.771484
	Iteration 91Q: 3 clusters Score -2.307244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182933 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -23072454.000000 Penalty: 6018.771484
	Iteration 92Q: 3 clusters Score -2.307245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182943 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -23072440.000000 Penalty: 6018.771484
	Iteration 93Q: 3 clusters Score -2.307244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182945 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -23072430.000000 Penalty: 6018.771484
	Iteration 94Q: 3 clusters Score -2.307243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182948 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -23072430.000000 Penalty: 6018.771484
	Iteration 95Q: 3 clusters Score -2.307243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -23072450.000000 Penalty: 6018.771484
	Iteration 96Q: 3 clusters Score -2.307245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182956 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23072446.000000 Penalty: 6018.771484
	Iteration 97Q: 3 clusters Score -2.307245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182964 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -23072444.000000 Penalty: 6018.771484
	Iteration 98Q: 3 clusters Score -2.307244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -23072452.000000 Penalty: 6018.771484
	Iteration 99Q: 3 clusters Score -2.307245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -23072444.000000 Penalty: 6018.771484
	Iteration 100F: 3 clusters Score -2.307244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182974 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -23072462.000000 Penalty: 6018.771484
	Iteration 101Q: 3 clusters Score -2.307246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182975 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -23072450.000000 Penalty: 6018.771484
	Iteration 102Q: 3 clusters Score -2.307245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182975 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -23072460.000000 Penalty: 6018.771484
	Iteration 103Q: 3 clusters Score -2.307246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -23072464.000000 Penalty: 6018.771484
	Iteration 104Q: 3 clusters Score -2.307246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -23072468.000000 Penalty: 6018.771484
	Iteration 105Q: 3 clusters Score -2.307247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182979 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -23072460.000000 Penalty: 6018.771484
	Iteration 106Q: 3 clusters Score -2.307246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182982 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -23072458.000000 Penalty: 6018.771484
	Iteration 107Q: 3 clusters Score -2.307246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182986 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -23072466.000000 Penalty: 6018.771484
	Iteration 108Q: 3 clusters Score -2.307247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -23072474.000000 Penalty: 6018.771484
	Iteration 109Q: 3 clusters Score -2.307247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -23072474.000000 Penalty: 6018.771484
	Iteration 110F: 3 clusters Score -2.307247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67696 members 
Entering Unmasked Estep 
Score: -7990970.500000 Penalty: 2758.450195
	Iteration 0F: 2 clusters Score -7990970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -7945857.500000 Penalty: 5516.900391
	Iteration 0F: 3 clusters Score -7945858 nChanged 31672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -7964800.500000 Penalty: 5516.900391
	Iteration 1F: 3 clusters Score -7964800 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -7967422.000000 Penalty: 5516.900391
	Iteration 2F: 3 clusters Score -7967422 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -7970949.000000 Penalty: 5516.900391
	Iteration 3F: 3 clusters Score -7970949 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -7974763.500000 Penalty: 5516.900391
	Iteration 4F: 3 clusters Score -7974764 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -7978305.000000 Penalty: 5516.900391
	Iteration 5F: 3 clusters Score -7978305 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -7981011.000000 Penalty: 5516.900391
	Iteration 6F: 3 clusters Score -7981011 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -7982853.000000 Penalty: 5516.900391
	Iteration 7F: 3 clusters Score -7982853 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -7983867.000000 Penalty: 5516.900391
	Iteration 8Q: 3 clusters Score -7983867 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -7984573.500000 Penalty: 5516.900391
	Iteration 9Q: 3 clusters Score -7984574 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -7985176.500000 Penalty: 5516.900391
	Iteration 10Q: 3 clusters Score -7985176 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -7985913.500000 Penalty: 5516.900391
	Iteration 11Q: 3 clusters Score -7985914 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7986811.500000 Penalty: 5516.900391
	Iteration 12Q: 3 clusters Score -7986812 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7988148.000000 Penalty: 5516.900391
	Iteration 13Q: 3 clusters Score -7988148 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -7990165.000000 Penalty: 5516.900391
	Iteration 14Q: 3 clusters Score -7990165 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -7992402.000000 Penalty: 5516.900391
	Iteration 15Q: 3 clusters Score -7992402 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 61840 members 
Entering Unmasked Estep 
Score: -7993868.500000 Penalty: 5516.900391
	Iteration 16Q: 3 clusters Score -7993868 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -7994292.000000 Penalty: 5516.900391
	Iteration 17Q: 3 clusters Score -7994292 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -7994465.000000 Penalty: 5516.900391
	Iteration 18Q: 3 clusters Score -7994465 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -7994533.500000 Penalty: 5516.900391
	Iteration 19Q: 3 clusters Score -7994534 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -7994604.000000 Penalty: 5516.900391
	Iteration 20F: 3 clusters Score -7994604 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 63653 members 
Entering Unmasked Estep 
Score: -7994643.500000 Penalty: 5516.900391
	Iteration 21Q: 3 clusters Score -7994644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -7994658.000000 Penalty: 5516.900391
	Iteration 22Q: 3 clusters Score -7994658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -7994693.500000 Penalty: 5516.900391
	Iteration 23Q: 3 clusters Score -7994694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -7994679.500000 Penalty: 5516.900391
	Iteration 24Q: 3 clusters Score -7994680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -7994696.500000 Penalty: 5516.900391
	Iteration 25Q: 3 clusters Score -7994696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -7994694.500000 Penalty: 5516.900391
	Iteration 26Q: 3 clusters Score -7994694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -7994698.000000 Penalty: 5516.900391
	Iteration 27Q: 3 clusters Score -7994698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -7994705.000000 Penalty: 5516.900391
	Iteration 28Q: 3 clusters Score -7994705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -7994713.000000 Penalty: 5516.900391
	Iteration 29Q: 3 clusters Score -7994713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -7994715.500000 Penalty: 5516.900391
	Iteration 30Q: 3 clusters Score -7994716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -7994724.500000 Penalty: 5516.900391
	Iteration 31Q: 3 clusters Score -7994724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -7994715.500000 Penalty: 5516.900391
	Iteration 32Q: 3 clusters Score -7994716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -7994716.500000 Penalty: 5516.900391
	Iteration 33Q: 3 clusters Score -7994716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 64139 members 
Entering Unmasked Estep 
Score: -7994724.500000 Penalty: 5516.900391
	Iteration 34Q: 3 clusters Score -7994724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 64140 members 
Entering Unmasked Estep 
Score: -7994722.500000 Penalty: 5516.900391
	Iteration 35Q: 3 clusters Score -7994722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 64141 members 
Entering Unmasked Estep 
Score: -7994718.000000 Penalty: 5516.900391
	Iteration 36Q: 3 clusters Score -7994718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -7994715.000000 Penalty: 5516.900391
	Iteration 37Q: 3 clusters Score -7994715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -7994715.000000 Penalty: 5516.900391
	Iteration 38Q: 3 clusters Score -7994715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -7994715.000000 Penalty: 5516.900391
	Iteration 39F: 3 clusters Score -7994715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 186208 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 64146 members 
Mstep: Class 6 contains 24628 members 
Mstep: Class 7 contains 153344 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 153209 members 
Mstep: Class 13 contains 89970 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 159137 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 75023 members 
Mstep: Class 24 contains 312129 members 
Entering Unmasked Estep 
Score: -194561600.000000 Penalty: 77982.101562
Splitting cluster 3 changes total score from -194554528.000000 to -194561600.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (57243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Entering Unmasked Estep 
Score: -7159635.000000 Penalty: 2716.855225
	Iteration 0F: 2 clusters Score -7159635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -7120843.500000 Penalty: 5433.710449
	Iteration 0F: 3 clusters Score -7120844 nChanged 26746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7135778.500000 Penalty: 5433.710449
	Iteration 1F: 3 clusters Score -7135778 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -7136489.000000 Penalty: 5433.710449
	Iteration 2Q: 3 clusters Score -7136489 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -7137381.500000 Penalty: 5433.710449
	Iteration 3Q: 3 clusters Score -7137382 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -7138698.000000 Penalty: 5433.710449
	Iteration 4Q: 3 clusters Score -7138698 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7140482.500000 Penalty: 5433.710449
	Iteration 5F: 3 clusters Score -7140482 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -7142790.000000 Penalty: 5433.710449
	Iteration 6F: 3 clusters Score -7142790 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7145416.500000 Penalty: 5433.710449
	Iteration 7F: 3 clusters Score -7145416 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -7148010.000000 Penalty: 5433.710449
	Iteration 8F: 3 clusters Score -7148010 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -7150348.000000 Penalty: 5433.710449
	Iteration 9F: 3 clusters Score -7150348 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -7152055.500000 Penalty: 5433.710449
	Iteration 10Q: 3 clusters Score -7152056 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -7153303.000000 Penalty: 5433.710449
	Iteration 11Q: 3 clusters Score -7153303 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7154190.000000 Penalty: 5433.710449
	Iteration 12Q: 3 clusters Score -7154190 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -7154792.500000 Penalty: 5433.710449
	Iteration 13Q: 3 clusters Score -7154792 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -7155268.000000 Penalty: 5433.710449
	Iteration 14Q: 3 clusters Score -7155268 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -7155679.500000 Penalty: 5433.710449
	Iteration 15Q: 3 clusters Score -7155680 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -7155964.000000 Penalty: 5433.710449
	Iteration 16Q: 3 clusters Score -7155964 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7156280.000000 Penalty: 5433.710449
	Iteration 17Q: 3 clusters Score -7156280 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -7156523.500000 Penalty: 5433.710449
	Iteration 18Q: 3 clusters Score -7156524 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7156692.500000 Penalty: 5433.710449
	Iteration 19Q: 3 clusters Score -7156692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -7156830.500000 Penalty: 5433.710449
	Iteration 20F: 3 clusters Score -7156830 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -7156929.500000 Penalty: 5433.710449
	Iteration 21Q: 3 clusters Score -7156930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -7157005.000000 Penalty: 5433.710449
	Iteration 22Q: 3 clusters Score -7157005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -7157060.500000 Penalty: 5433.710449
	Iteration 23Q: 3 clusters Score -7157060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -7157096.000000 Penalty: 5433.710449
	Iteration 24Q: 3 clusters Score -7157096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -7157130.000000 Penalty: 5433.710449
	Iteration 25Q: 3 clusters Score -7157130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7157154.000000 Penalty: 5433.710449
	Iteration 26Q: 3 clusters Score -7157154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -7157168.500000 Penalty: 5433.710449
	Iteration 27Q: 3 clusters Score -7157168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -7157198.000000 Penalty: 5433.710449
	Iteration 28Q: 3 clusters Score -7157198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7157210.000000 Penalty: 5433.710449
	Iteration 29Q: 3 clusters Score -7157210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -7157209.000000 Penalty: 5433.710449
	Iteration 30Q: 3 clusters Score -7157209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -7157217.500000 Penalty: 5433.710449
	Iteration 31Q: 3 clusters Score -7157218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -7157217.000000 Penalty: 5433.710449
	Iteration 32Q: 3 clusters Score -7157217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -7157223.000000 Penalty: 5433.710449
	Iteration 33Q: 3 clusters Score -7157223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -7157226.500000 Penalty: 5433.710449
	Iteration 34Q: 3 clusters Score -7157226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -7157226.000000 Penalty: 5433.710449
	Iteration 35Q: 3 clusters Score -7157226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -7157231.500000 Penalty: 5433.710449
	Iteration 36Q: 3 clusters Score -7157232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -7157229.500000 Penalty: 5433.710449
	Iteration 37Q: 3 clusters Score -7157230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -7157236.500000 Penalty: 5433.710449
	Iteration 38Q: 3 clusters Score -7157236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -7157232.000000 Penalty: 5433.710449
	Iteration 39Q: 3 clusters Score -7157232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -7157234.000000 Penalty: 5433.710449
	Iteration 40F: 3 clusters Score -7157234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -7157233.500000 Penalty: 5433.710449
	Iteration 41Q: 3 clusters Score -7157234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -7157233.500000 Penalty: 5433.710449
	Iteration 42F: 3 clusters Score -7157234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Entering Unmasked Estep 
Score: -2978153.250000 Penalty: 2507.686523
	Iteration 0F: 2 clusters Score -2978153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2961035.500000 Penalty: 5015.373047
	Iteration 0F: 3 clusters Score -2961036 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2967016.500000 Penalty: 5015.373047
	Iteration 1F: 3 clusters Score -2967016 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2967435.750000 Penalty: 5015.373047
	Iteration 2Q: 3 clusters Score -2967436 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2967893.500000 Penalty: 5015.373047
	Iteration 3Q: 3 clusters Score -2967894 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2968445.750000 Penalty: 5015.373047
	Iteration 4Q: 3 clusters Score -2968446 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2969066.250000 Penalty: 5015.373047
	Iteration 5F: 3 clusters Score -2969066 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2969855.500000 Penalty: 5015.373047
	Iteration 6F: 3 clusters Score -2969856 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2970754.750000 Penalty: 5015.373047
	Iteration 7F: 3 clusters Score -2970755 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2971831.500000 Penalty: 5015.373047
	Iteration 8F: 3 clusters Score -2971832 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2972913.750000 Penalty: 5015.373047
	Iteration 9F: 3 clusters Score -2972914 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2973793.500000 Penalty: 5015.373047
	Iteration 10Q: 3 clusters Score -2973794 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2974526.250000 Penalty: 5015.373047
	Iteration 11Q: 3 clusters Score -2974526 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2975148.250000 Penalty: 5015.373047
	Iteration 12Q: 3 clusters Score -2975148 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2975700.500000 Penalty: 5015.373047
	Iteration 13Q: 3 clusters Score -2975700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2975994.500000 Penalty: 5015.373047
	Iteration 14Q: 3 clusters Score -2975994 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2976145.750000 Penalty: 5015.373047
	Iteration 15Q: 3 clusters Score -2976146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2976207.250000 Penalty: 5015.373047
	Iteration 16Q: 3 clusters Score -2976207 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2976235.000000 Penalty: 5015.373047
	Iteration 17Q: 3 clusters Score -2976235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2976263.750000 Penalty: 5015.373047
	Iteration 18Q: 3 clusters Score -2976264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2976279.000000 Penalty: 5015.373047
	Iteration 19Q: 3 clusters Score -2976279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2976290.250000 Penalty: 5015.373047
	Iteration 20F: 3 clusters Score -2976290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2976298.500000 Penalty: 5015.373047
	Iteration 21Q: 3 clusters Score -2976298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2976309.000000 Penalty: 5015.373047
	Iteration 22Q: 3 clusters Score -2976309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2976321.250000 Penalty: 5015.373047
	Iteration 23Q: 3 clusters Score -2976321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2976328.250000 Penalty: 5015.373047
	Iteration 24Q: 3 clusters Score -2976328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2976333.250000 Penalty: 5015.373047
	Iteration 25Q: 3 clusters Score -2976333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2976342.250000 Penalty: 5015.373047
	Iteration 26Q: 3 clusters Score -2976342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2976342.500000 Penalty: 5015.373047
	Iteration 27Q: 3 clusters Score -2976342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2976340.500000 Penalty: 5015.373047
	Iteration 28Q: 3 clusters Score -2976340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2976345.250000 Penalty: 5015.373047
	Iteration 29Q: 3 clusters Score -2976345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2976348.000000 Penalty: 5015.373047
	Iteration 30Q: 3 clusters Score -2976348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2976346.500000 Penalty: 5015.373047
	Iteration 31Q: 3 clusters Score -2976346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2976352.500000 Penalty: 5015.373047
	Iteration 32Q: 3 clusters Score -2976352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2976351.000000 Penalty: 5015.373047
	Iteration 33Q: 3 clusters Score -2976351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2976352.000000 Penalty: 5015.373047
	Iteration 34Q: 3 clusters Score -2976352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2976352.000000 Penalty: 5015.373047
	Iteration 35F: 3 clusters Score -2976352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153344 members 
Entering Unmasked Estep 
Score: -18998324.000000 Penalty: 2961.229004
	Iteration 0F: 2 clusters Score -1.899832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -18895766.000000 Penalty: 5922.458008
	Iteration 0F: 3 clusters Score -1.889577e+07 nChanged 73382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -18939178.000000 Penalty: 5922.458008
	Iteration 1F: 3 clusters Score -1.893918e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -18941274.000000 Penalty: 5922.458008
	Iteration 2Q: 3 clusters Score -1.894127e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -18945124.000000 Penalty: 5922.458008
	Iteration 3Q: 3 clusters Score -1.894512e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -18951162.000000 Penalty: 5922.458008
	Iteration 4F: 3 clusters Score -1.895116e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -18959702.000000 Penalty: 5922.458008
	Iteration 5F: 3 clusters Score -1.89597e+07 nChanged 12432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -18970276.000000 Penalty: 5922.458008
	Iteration 6F: 3 clusters Score -1.897028e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -18980786.000000 Penalty: 5922.458008
	Iteration 7F: 3 clusters Score -1.898079e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118813 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -18987506.000000 Penalty: 5922.458008
	Iteration 8Q: 3 clusters Score -1.898751e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -18990020.000000 Penalty: 5922.458008
	Iteration 9Q: 3 clusters Score -1.899002e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123723 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -18991056.000000 Penalty: 5922.458008
	Iteration 10Q: 3 clusters Score -1.899106e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -18991730.000000 Penalty: 5922.458008
	Iteration 11Q: 3 clusters Score -1.899173e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127340 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -18992432.000000 Penalty: 5922.458008
	Iteration 12Q: 3 clusters Score -1.899243e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -18992916.000000 Penalty: 5922.458008
	Iteration 13Q: 3 clusters Score -1.899292e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -18993312.000000 Penalty: 5922.458008
	Iteration 14Q: 3 clusters Score -1.899331e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131842 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -18993732.000000 Penalty: 5922.458008
	Iteration 15Q: 3 clusters Score -1.899373e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -18994186.000000 Penalty: 5922.458008
	Iteration 16Q: 3 clusters Score -1.899419e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -18994530.000000 Penalty: 5922.458008
	Iteration 17Q: 3 clusters Score -1.899453e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135642 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -18994808.000000 Penalty: 5922.458008
	Iteration 18Q: 3 clusters Score -1.899481e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -18995010.000000 Penalty: 5922.458008
	Iteration 19Q: 3 clusters Score -1.899501e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137731 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -18995182.000000 Penalty: 5922.458008
	Iteration 20F: 3 clusters Score -1.899518e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -18995466.000000 Penalty: 5922.458008
	Iteration 21Q: 3 clusters Score -1.899547e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139569 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -18995730.000000 Penalty: 5922.458008
	Iteration 22Q: 3 clusters Score -1.899573e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140392 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -18995944.000000 Penalty: 5922.458008
	Iteration 23Q: 3 clusters Score -1.899594e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -18996130.000000 Penalty: 5922.458008
	Iteration 24Q: 3 clusters Score -1.899613e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -18996250.000000 Penalty: 5922.458008
	Iteration 25Q: 3 clusters Score -1.899625e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -18996436.000000 Penalty: 5922.458008
	Iteration 26Q: 3 clusters Score -1.899644e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -18996570.000000 Penalty: 5922.458008
	Iteration 27Q: 3 clusters Score -1.899657e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143844 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -18996702.000000 Penalty: 5922.458008
	Iteration 28Q: 3 clusters Score -1.89967e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -18996816.000000 Penalty: 5922.458008
	Iteration 29Q: 3 clusters Score -1.899682e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -18996956.000000 Penalty: 5922.458008
	Iteration 30Q: 3 clusters Score -1.899696e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145363 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -18997038.000000 Penalty: 5922.458008
	Iteration 31Q: 3 clusters Score -1.899704e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -18997138.000000 Penalty: 5922.458008
	Iteration 32Q: 3 clusters Score -1.899714e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -18997196.000000 Penalty: 5922.458008
	Iteration 33Q: 3 clusters Score -1.89972e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146566 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -18997312.000000 Penalty: 5922.458008
	Iteration 34Q: 3 clusters Score -1.899731e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -18997406.000000 Penalty: 5922.458008
	Iteration 35Q: 3 clusters Score -1.899741e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -18997436.000000 Penalty: 5922.458008
	Iteration 36Q: 3 clusters Score -1.899744e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -18997472.000000 Penalty: 5922.458008
	Iteration 37Q: 3 clusters Score -1.899747e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147706 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -18997502.000000 Penalty: 5922.458008
	Iteration 38Q: 3 clusters Score -1.89975e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147900 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -18997508.000000 Penalty: 5922.458008
	Iteration 39Q: 3 clusters Score -1.899751e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148061 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -18997510.000000 Penalty: 5922.458008
	Iteration 40F: 3 clusters Score -1.899751e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -18997490.000000 Penalty: 5922.458008
	Iteration 41Q: 3 clusters Score -1.899749e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148359 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -18997456.000000 Penalty: 5922.458008
	Iteration 42Q: 3 clusters Score -1.899746e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148499 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -18997488.000000 Penalty: 5922.458008
	Iteration 43Q: 3 clusters Score -1.899749e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -18997534.000000 Penalty: 5922.458008
	Iteration 44Q: 3 clusters Score -1.899753e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -18997532.000000 Penalty: 5922.458008
	Iteration 45Q: 3 clusters Score -1.899753e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -18997568.000000 Penalty: 5922.458008
	Iteration 46Q: 3 clusters Score -1.899757e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148967 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -18997604.000000 Penalty: 5922.458008
	Iteration 47Q: 3 clusters Score -1.89976e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149070 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -18997614.000000 Penalty: 5922.458008
	Iteration 48Q: 3 clusters Score -1.899761e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -18997590.000000 Penalty: 5922.458008
	Iteration 49Q: 3 clusters Score -1.899759e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -18997570.000000 Penalty: 5922.458008
	Iteration 50Q: 3 clusters Score -1.899757e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -18997618.000000 Penalty: 5922.458008
	Iteration 51Q: 3 clusters Score -1.899762e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -18997622.000000 Penalty: 5922.458008
	Iteration 52Q: 3 clusters Score -1.899762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -18997640.000000 Penalty: 5922.458008
	Iteration 53Q: 3 clusters Score -1.899764e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -18997638.000000 Penalty: 5922.458008
	Iteration 54Q: 3 clusters Score -1.899764e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -18997640.000000 Penalty: 5922.458008
	Iteration 55Q: 3 clusters Score -1.899764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -18997646.000000 Penalty: 5922.458008
	Iteration 56Q: 3 clusters Score -1.899765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -18997642.000000 Penalty: 5922.458008
	Iteration 57Q: 3 clusters Score -1.899764e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -18997654.000000 Penalty: 5922.458008
	Iteration 58Q: 3 clusters Score -1.899765e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -18997650.000000 Penalty: 5922.458008
	Iteration 59Q: 3 clusters Score -1.899765e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149703 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -18997644.000000 Penalty: 5922.458008
	Iteration 60F: 3 clusters Score -1.899764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149730 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -18997636.000000 Penalty: 5922.458008
	Iteration 61Q: 3 clusters Score -1.899764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -18997608.000000 Penalty: 5922.458008
	Iteration 62Q: 3 clusters Score -1.899761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149762 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -18997634.000000 Penalty: 5922.458008
	Iteration 63Q: 3 clusters Score -1.899763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -18997632.000000 Penalty: 5922.458008
	Iteration 64Q: 3 clusters Score -1.899763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -18997640.000000 Penalty: 5922.458008
	Iteration 65Q: 3 clusters Score -1.899764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149798 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -18997666.000000 Penalty: 5922.458008
	Iteration 66Q: 3 clusters Score -1.899767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -18997648.000000 Penalty: 5922.458008
	Iteration 67Q: 3 clusters Score -1.899765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -18997638.000000 Penalty: 5922.458008
	Iteration 68Q: 3 clusters Score -1.899764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149842 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -18997646.000000 Penalty: 5922.458008
	Iteration 69Q: 3 clusters Score -1.899765e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -18997648.000000 Penalty: 5922.458008
	Iteration 70Q: 3 clusters Score -1.899765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -18997638.000000 Penalty: 5922.458008
	Iteration 71Q: 3 clusters Score -1.899764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -18997640.000000 Penalty: 5922.458008
	Iteration 72Q: 3 clusters Score -1.899764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149855 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -18997634.000000 Penalty: 5922.458008
	Iteration 73Q: 3 clusters Score -1.899763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -18997634.000000 Penalty: 5922.458008
	Iteration 74Q: 3 clusters Score -1.899763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149864 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -18997642.000000 Penalty: 5922.458008
	Iteration 75Q: 3 clusters Score -1.899764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149867 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -18997646.000000 Penalty: 5922.458008
	Iteration 76Q: 3 clusters Score -1.899765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -18997638.000000 Penalty: 5922.458008
	Iteration 77Q: 3 clusters Score -1.899764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149878 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -18997642.000000 Penalty: 5922.458008
	Iteration 78Q: 3 clusters Score -1.899764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -18997634.000000 Penalty: 5922.458008
	Iteration 79Q: 3 clusters Score -1.899763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149882 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -18997630.000000 Penalty: 5922.458008
	Iteration 80F: 3 clusters Score -1.899763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149884 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -18997640.000000 Penalty: 5922.458008
	Iteration 81Q: 3 clusters Score -1.899764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149887 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -18997640.000000 Penalty: 5922.458008
	Iteration 82Q: 3 clusters Score -1.899764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149889 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -18997642.000000 Penalty: 5922.458008
	Iteration 83Q: 3 clusters Score -1.899764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -18997636.000000 Penalty: 5922.458008
	Iteration 84Q: 3 clusters Score -1.899764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -18997632.000000 Penalty: 5922.458008
	Iteration 85Q: 3 clusters Score -1.899763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149907 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -18997612.000000 Penalty: 5922.458008
	Iteration 86Q: 3 clusters Score -1.899761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -18997604.000000 Penalty: 5922.458008
	Iteration 87Q: 3 clusters Score -1.89976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149913 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -18997612.000000 Penalty: 5922.458008
	Iteration 88Q: 3 clusters Score -1.899761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -18997600.000000 Penalty: 5922.458008
	Iteration 89Q: 3 clusters Score -1.89976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149921 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -18997602.000000 Penalty: 5922.458008
	Iteration 90Q: 3 clusters Score -1.89976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149924 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -18997600.000000 Penalty: 5922.458008
	Iteration 91Q: 3 clusters Score -1.89976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -18997614.000000 Penalty: 5922.458008
	Iteration 92Q: 3 clusters Score -1.899761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149929 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -18997616.000000 Penalty: 5922.458008
	Iteration 93Q: 3 clusters Score -1.899762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -18997614.000000 Penalty: 5922.458008
	Iteration 94Q: 3 clusters Score -1.899761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149932 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -18997614.000000 Penalty: 5922.458008
	Iteration 95Q: 3 clusters Score -1.899761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -18997618.000000 Penalty: 5922.458008
	Iteration 96Q: 3 clusters Score -1.899762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149943 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -18997622.000000 Penalty: 5922.458008
	Iteration 97Q: 3 clusters Score -1.899762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -18997616.000000 Penalty: 5922.458008
	Iteration 98Q: 3 clusters Score -1.899762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -18997604.000000 Penalty: 5922.458008
	Iteration 99Q: 3 clusters Score -1.89976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149957 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -18997614.000000 Penalty: 5922.458008
	Iteration 100F: 3 clusters Score -1.899761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149959 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -18997614.000000 Penalty: 5922.458008
	Iteration 101Q: 3 clusters Score -1.899761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -18997604.000000 Penalty: 5922.458008
	Iteration 102Q: 3 clusters Score -1.89976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -18997604.000000 Penalty: 5922.458008
	Iteration 103Q: 3 clusters Score -1.89976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149968 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -18997604.000000 Penalty: 5922.458008
	Iteration 104Q: 3 clusters Score -1.89976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149972 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -18997590.000000 Penalty: 5922.458008
	Iteration 105Q: 3 clusters Score -1.899759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149975 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -18997592.000000 Penalty: 5922.458008
	Iteration 106Q: 3 clusters Score -1.899759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -18997606.000000 Penalty: 5922.458008
	Iteration 107Q: 3 clusters Score -1.899761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -18997606.000000 Penalty: 5922.458008
	Iteration 108Q: 3 clusters Score -1.899761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -18997600.000000 Penalty: 5922.458008
	Iteration 109Q: 3 clusters Score -1.89976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -18997612.000000 Penalty: 5922.458008
	Iteration 110Q: 3 clusters Score -1.899761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -18997612.000000 Penalty: 5922.458008
	Iteration 111F: 3 clusters Score -1.899761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -727688.437500 Penalty: 2175.030273
	Iteration 0F: 2 clusters Score -727688.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -722402.375000 Penalty: 4350.060547
	Iteration 0F: 3 clusters Score -722402.4 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -724415.875000 Penalty: 4350.060547
	Iteration 1F: 3 clusters Score -724415.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -725849.500000 Penalty: 4350.060547
	Iteration 2F: 3 clusters Score -725849.5 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -727859.812500 Penalty: 4350.060547
	Iteration 3F: 3 clusters Score -727859.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -729636.437500 Penalty: 4350.060547
	Iteration 4F: 3 clusters Score -729636.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -730432.000000 Penalty: 4350.060547
	Iteration 5F: 3 clusters Score -730432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -730599.937500 Penalty: 4350.060547
	Iteration 6Q: 3 clusters Score -730599.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -730636.312500 Penalty: 4350.060547
	Iteration 7Q: 3 clusters Score -730636.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -730656.875000 Penalty: 4350.060547
	Iteration 8Q: 3 clusters Score -730656.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -730664.937500 Penalty: 4350.060547
	Iteration 9Q: 3 clusters Score -730664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -730671.500000 Penalty: 4350.060547
	Iteration 10Q: 3 clusters Score -730671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -730674.750000 Penalty: 4350.060547
	Iteration 11Q: 3 clusters Score -730674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -730672.937500 Penalty: 4350.060547
	Iteration 12Q: 3 clusters Score -730672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -730673.312500 Penalty: 4350.060547
	Iteration 13Q: 3 clusters Score -730673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -730675.312500 Penalty: 4350.060547
	Iteration 14Q: 3 clusters Score -730675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -730675.312500 Penalty: 4350.060547
	Iteration 15F: 3 clusters Score -730675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 186208 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 64146 members 
Mstep: Class 6 contains 24628 members 
Mstep: Class 7 contains 153344 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 153209 members 
Mstep: Class 13 contains 89970 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 159137 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 75023 members 
Mstep: Class 24 contains 312129 members 
Entering Unmasked Estep 
Score: -194561824.000000 Penalty: 81526.742188
Splitting cluster 8 changes total score from -194554528.000000 to -194561824.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -306944.781250 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -306944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -303842.218750 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -303842.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -305508.218750 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -305508.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -307473.968750 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -307474 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -308562.312500 Penalty: 3958.091553
	Iteration 3F: 3 clusters Score -308562.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -308901.625000 Penalty: 3958.091553
	Iteration 4F: 3 clusters Score -308901.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -309242.125000 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -309242.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -309392.562500 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -309392.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -309493.906250 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -309493.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -309560.875000 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -309560.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -309637.593750 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -309637.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -309702.906250 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -309702.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -309741.093750 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -309741.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -309776.187500 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -309776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -309838.500000 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -309838.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -309974.125000 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -309974.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -310149.250000 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -310149.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -310252.187500 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -310252.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -310272.156250 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -310272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -310281.468750 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -310281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -310282.625000 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -310282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -310287.500000 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -310287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -310307.656250 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -310307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -310308.000000 Penalty: 3958.091553
	Iteration 22Q: 3 clusters Score -310308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -310307.906250 Penalty: 3958.091553
	Iteration 23Q: 3 clusters Score -310307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -310308.750000 Penalty: 3958.091553
	Iteration 24Q: 3 clusters Score -310308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -310308.750000 Penalty: 3958.091553
	Iteration 25F: 3 clusters Score -310308.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 186208 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 64146 members 
Mstep: Class 6 contains 24628 members 
Mstep: Class 7 contains 153344 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 153209 members 
Mstep: Class 13 contains 89970 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 159137 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 75023 members 
Mstep: Class 24 contains 312129 members 
Entering Unmasked Estep 
Score: -194563792.000000 Penalty: 85071.390625
Splitting cluster 9 changes total score from -194554528.000000 to -194563792.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (9396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Entering Unmasked Estep 
Score: -1134540.500000 Penalty: 2268.713623
	Iteration 0F: 2 clusters Score -1134540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1127290.625000 Penalty: 4537.427246
	Iteration 0F: 3 clusters Score -1127291 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1129670.625000 Penalty: 4537.427246
	Iteration 1F: 3 clusters Score -1129671 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1130120.625000 Penalty: 4537.427246
	Iteration 2F: 3 clusters Score -1130121 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1130413.875000 Penalty: 4537.427246
	Iteration 3F: 3 clusters Score -1130414 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1130636.125000 Penalty: 4537.427246
	Iteration 4Q: 3 clusters Score -1130636 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1130821.750000 Penalty: 4537.427246
	Iteration 5Q: 3 clusters Score -1130822 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1130992.500000 Penalty: 4537.427246
	Iteration 6Q: 3 clusters Score -1130992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1131170.125000 Penalty: 4537.427246
	Iteration 7Q: 3 clusters Score -1131170 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1131358.375000 Penalty: 4537.427246
	Iteration 8Q: 3 clusters Score -1131358 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1131561.875000 Penalty: 4537.427246
	Iteration 9Q: 3 clusters Score -1131562 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1131733.500000 Penalty: 4537.427246
	Iteration 10Q: 3 clusters Score -1131734 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1131876.000000 Penalty: 4537.427246
	Iteration 11Q: 3 clusters Score -1131876 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1131998.375000 Penalty: 4537.427246
	Iteration 12Q: 3 clusters Score -1131998 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1132122.375000 Penalty: 4537.427246
	Iteration 13Q: 3 clusters Score -1132122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1132262.875000 Penalty: 4537.427246
	Iteration 14Q: 3 clusters Score -1132263 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1132451.875000 Penalty: 4537.427246
	Iteration 15Q: 3 clusters Score -1132452 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1132706.625000 Penalty: 4537.427246
	Iteration 16Q: 3 clusters Score -1132707 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1132999.000000 Penalty: 4537.427246
	Iteration 17Q: 3 clusters Score -1132999 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1133386.000000 Penalty: 4537.427246
	Iteration 18Q: 3 clusters Score -1133386 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1133843.250000 Penalty: 4537.427246
	Iteration 19Q: 3 clusters Score -1133843 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1134719.125000 Penalty: 4537.427246
	Iteration 20F: 3 clusters Score -1134719 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1135528.250000 Penalty: 4537.427246
	Iteration 21F: 3 clusters Score -1135528 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1136023.000000 Penalty: 4537.427246
	Iteration 22Q: 3 clusters Score -1136023 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1136347.000000 Penalty: 4537.427246
	Iteration 23Q: 3 clusters Score -1136347 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1136516.500000 Penalty: 4537.427246
	Iteration 24Q: 3 clusters Score -1136516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1136562.875000 Penalty: 4537.427246
	Iteration 25Q: 3 clusters Score -1136563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1136574.125000 Penalty: 4537.427246
	Iteration 26Q: 3 clusters Score -1136574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1136584.125000 Penalty: 4537.427246
	Iteration 27Q: 3 clusters Score -1136584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1136585.750000 Penalty: 4537.427246
	Iteration 28Q: 3 clusters Score -1136586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1136586.625000 Penalty: 4537.427246
	Iteration 29Q: 3 clusters Score -1136587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1136589.500000 Penalty: 4537.427246
	Iteration 30Q: 3 clusters Score -1136590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1136590.875000 Penalty: 4537.427246
	Iteration 31Q: 3 clusters Score -1136591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1136591.875000 Penalty: 4537.427246
	Iteration 32Q: 3 clusters Score -1136592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1136592.125000 Penalty: 4537.427246
	Iteration 33Q: 3 clusters Score -1136592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1136594.000000 Penalty: 4537.427246
	Iteration 34Q: 3 clusters Score -1136594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1136596.500000 Penalty: 4537.427246
	Iteration 35Q: 3 clusters Score -1136596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1136596.750000 Penalty: 4537.427246
	Iteration 36Q: 3 clusters Score -1136597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1136598.000000 Penalty: 4537.427246
	Iteration 37Q: 3 clusters Score -1136598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1136598.500000 Penalty: 4537.427246
	Iteration 38Q: 3 clusters Score -1136598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1136599.625000 Penalty: 4537.427246
	Iteration 39Q: 3 clusters Score -1136600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1136598.875000 Penalty: 4537.427246
	Iteration 40F: 3 clusters Score -1136599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 186208 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 64146 members 
Mstep: Class 6 contains 24628 members 
Mstep: Class 7 contains 153344 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 153209 members 
Mstep: Class 13 contains 89970 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 159137 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 75023 members 
Mstep: Class 24 contains 312129 members 
Mstep: Class 25 contains 7316 members 
Entering Unmasked Estep 
Score: -194564480.000000 Penalty: 88616.031250
Splitting cluster 10 changes total score from -194554528.000000 to -194564480.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1228637.875000 Penalty: 2303.273682
	Iteration 0F: 2 clusters Score -1228638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1220642.875000 Penalty: 4606.547363
	Iteration 0F: 3 clusters Score -1220643 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1223266.750000 Penalty: 4606.547363
	Iteration 1F: 3 clusters Score -1223267 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1223873.625000 Penalty: 4606.547363
	Iteration 2F: 3 clusters Score -1223874 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1224582.000000 Penalty: 4606.547363
	Iteration 3F: 3 clusters Score -1224582 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1225319.875000 Penalty: 4606.547363
	Iteration 4F: 3 clusters Score -1225320 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1226009.000000 Penalty: 4606.547363
	Iteration 5F: 3 clusters Score -1226009 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1226578.375000 Penalty: 4606.547363
	Iteration 6F: 3 clusters Score -1226578 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1227045.000000 Penalty: 4606.547363
	Iteration 7F: 3 clusters Score -1227045 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1227466.000000 Penalty: 4606.547363
	Iteration 8Q: 3 clusters Score -1227466 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1227821.375000 Penalty: 4606.547363
	Iteration 9Q: 3 clusters Score -1227821 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1228086.875000 Penalty: 4606.547363
	Iteration 10Q: 3 clusters Score -1228087 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1228276.000000 Penalty: 4606.547363
	Iteration 11Q: 3 clusters Score -1228276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1228402.625000 Penalty: 4606.547363
	Iteration 12Q: 3 clusters Score -1228403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1228498.000000 Penalty: 4606.547363
	Iteration 13Q: 3 clusters Score -1228498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1228579.875000 Penalty: 4606.547363
	Iteration 14Q: 3 clusters Score -1228580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1228687.500000 Penalty: 4606.547363
	Iteration 15Q: 3 clusters Score -1228688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1228772.250000 Penalty: 4606.547363
	Iteration 16Q: 3 clusters Score -1228772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1228812.000000 Penalty: 4606.547363
	Iteration 17Q: 3 clusters Score -1228812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1228834.875000 Penalty: 4606.547363
	Iteration 18Q: 3 clusters Score -1228835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1228852.000000 Penalty: 4606.547363
	Iteration 19Q: 3 clusters Score -1228852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1228865.875000 Penalty: 4606.547363
	Iteration 20F: 3 clusters Score -1228866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1228872.125000 Penalty: 4606.547363
	Iteration 21Q: 3 clusters Score -1228872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1228872.875000 Penalty: 4606.547363
	Iteration 22Q: 3 clusters Score -1228873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1228880.125000 Penalty: 4606.547363
	Iteration 23Q: 3 clusters Score -1228880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1228879.000000 Penalty: 4606.547363
	Iteration 24Q: 3 clusters Score -1228879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1228879.000000 Penalty: 4606.547363
	Iteration 25F: 3 clusters Score -1228879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 186208 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 64146 members 
Mstep: Class 6 contains 24628 members 
Mstep: Class 7 contains 153344 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 153209 members 
Mstep: Class 13 contains 89970 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 16 contains 5478 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 159137 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 21 contains 1771 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 75023 members 
Mstep: Class 24 contains 312129 members 
Mstep: Class 25 contains 7316 members 
Mstep: Class 26 contains 9934 members 
Entering Unmasked Estep 
Score: -194563168.000000 Penalty: 92160.671875
Splitting cluster 11 changes total score from -194554528.000000 to -194563168.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (153209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Entering Unmasked Estep 
Score: -18728368.000000 Penalty: 2961.010498
	Iteration 0F: 2 clusters Score -1.872837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -18626028.000000 Penalty: 5922.020996
	Iteration 0F: 3 clusters Score -1.862603e+07 nChanged 73355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -18669100.000000 Penalty: 5922.020996
	Iteration 1F: 3 clusters Score -1.86691e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -18670984.000000 Penalty: 5922.020996
	Iteration 2Q: 3 clusters Score -1.867098e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -18673798.000000 Penalty: 5922.020996
	Iteration 3Q: 3 clusters Score -1.86738e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84614 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -18678154.000000 Penalty: 5922.020996
	Iteration 4F: 3 clusters Score -1.867815e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -18684506.000000 Penalty: 5922.020996
	Iteration 5F: 3 clusters Score -1.868451e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -18693254.000000 Penalty: 5922.020996
	Iteration 6F: 3 clusters Score -1.869325e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -18703786.000000 Penalty: 5922.020996
	Iteration 7F: 3 clusters Score -1.870379e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -18713654.000000 Penalty: 5922.020996
	Iteration 8F: 3 clusters Score -1.871365e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -18718938.000000 Penalty: 5922.020996
	Iteration 9Q: 3 clusters Score -1.871894e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -18721120.000000 Penalty: 5922.020996
	Iteration 10Q: 3 clusters Score -1.872112e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124539 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -18722052.000000 Penalty: 5922.020996
	Iteration 11Q: 3 clusters Score -1.872205e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126399 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -18722908.000000 Penalty: 5922.020996
	Iteration 12Q: 3 clusters Score -1.872291e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128050 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -18723548.000000 Penalty: 5922.020996
	Iteration 13Q: 3 clusters Score -1.872355e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129538 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -18724160.000000 Penalty: 5922.020996
	Iteration 14Q: 3 clusters Score -1.872416e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -18724540.000000 Penalty: 5922.020996
	Iteration 15Q: 3 clusters Score -1.872454e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -18724914.000000 Penalty: 5922.020996
	Iteration 16Q: 3 clusters Score -1.872491e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133230 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -18725304.000000 Penalty: 5922.020996
	Iteration 17Q: 3 clusters Score -1.87253e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134282 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -18725520.000000 Penalty: 5922.020996
	Iteration 18Q: 3 clusters Score -1.872552e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135281 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -18725822.000000 Penalty: 5922.020996
	Iteration 19Q: 3 clusters Score -1.872582e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136249 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -18726094.000000 Penalty: 5922.020996
	Iteration 20F: 3 clusters Score -1.872609e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137139 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -18726352.000000 Penalty: 5922.020996
	Iteration 21Q: 3 clusters Score -1.872635e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137964 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -18726600.000000 Penalty: 5922.020996
	Iteration 22Q: 3 clusters Score -1.87266e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -18726802.000000 Penalty: 5922.020996
	Iteration 23Q: 3 clusters Score -1.87268e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -18726954.000000 Penalty: 5922.020996
	Iteration 24Q: 3 clusters Score -1.872695e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139963 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -18727096.000000 Penalty: 5922.020996
	Iteration 25Q: 3 clusters Score -1.87271e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140505 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -18727232.000000 Penalty: 5922.020996
	Iteration 26Q: 3 clusters Score -1.872723e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141014 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -18727332.000000 Penalty: 5922.020996
	Iteration 27Q: 3 clusters Score -1.872733e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -18727406.000000 Penalty: 5922.020996
	Iteration 28Q: 3 clusters Score -1.872741e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141907 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -18727482.000000 Penalty: 5922.020996
	Iteration 29Q: 3 clusters Score -1.872748e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142326 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -18727594.000000 Penalty: 5922.020996
	Iteration 30Q: 3 clusters Score -1.872759e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142687 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -18727632.000000 Penalty: 5922.020996
	Iteration 31Q: 3 clusters Score -1.872763e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -18727702.000000 Penalty: 5922.020996
	Iteration 32Q: 3 clusters Score -1.87277e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143337 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -18727778.000000 Penalty: 5922.020996
	Iteration 33Q: 3 clusters Score -1.872778e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143649 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -18727870.000000 Penalty: 5922.020996
	Iteration 34Q: 3 clusters Score -1.872787e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143965 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -18727970.000000 Penalty: 5922.020996
	Iteration 35Q: 3 clusters Score -1.872797e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144253 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -18728068.000000 Penalty: 5922.020996
	Iteration 36Q: 3 clusters Score -1.872807e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144525 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -18728110.000000 Penalty: 5922.020996
	Iteration 37Q: 3 clusters Score -1.872811e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -18728162.000000 Penalty: 5922.020996
	Iteration 38Q: 3 clusters Score -1.872816e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -18728236.000000 Penalty: 5922.020996
	Iteration 39Q: 3 clusters Score -1.872824e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -18728258.000000 Penalty: 5922.020996
	Iteration 40F: 3 clusters Score -1.872826e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145531 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -18728264.000000 Penalty: 5922.020996
	Iteration 41Q: 3 clusters Score -1.872826e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145721 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -18728244.000000 Penalty: 5922.020996
	Iteration 42Q: 3 clusters Score -1.872824e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145918 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -18728234.000000 Penalty: 5922.020996
	Iteration 43Q: 3 clusters Score -1.872823e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146118 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -18728260.000000 Penalty: 5922.020996
	Iteration 44Q: 3 clusters Score -1.872826e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -18728270.000000 Penalty: 5922.020996
	Iteration 45Q: 3 clusters Score -1.872827e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146488 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -18728264.000000 Penalty: 5922.020996
	Iteration 46Q: 3 clusters Score -1.872826e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146641 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -18728332.000000 Penalty: 5922.020996
	Iteration 47Q: 3 clusters Score -1.872833e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146800 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -18728372.000000 Penalty: 5922.020996
	Iteration 48Q: 3 clusters Score -1.872837e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146956 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -18728364.000000 Penalty: 5922.020996
	Iteration 49Q: 3 clusters Score -1.872836e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -18728356.000000 Penalty: 5922.020996
	Iteration 50Q: 3 clusters Score -1.872836e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147197 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -18728342.000000 Penalty: 5922.020996
	Iteration 51Q: 3 clusters Score -1.872834e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147299 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -18728346.000000 Penalty: 5922.020996
	Iteration 52Q: 3 clusters Score -1.872835e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -18728320.000000 Penalty: 5922.020996
	Iteration 53Q: 3 clusters Score -1.872832e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -18728308.000000 Penalty: 5922.020996
	Iteration 54Q: 3 clusters Score -1.872831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -18728268.000000 Penalty: 5922.020996
	Iteration 55Q: 3 clusters Score -1.872827e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147638 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -18728316.000000 Penalty: 5922.020996
	Iteration 56Q: 3 clusters Score -1.872832e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147700 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -18728338.000000 Penalty: 5922.020996
	Iteration 57Q: 3 clusters Score -1.872834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147760 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -18728334.000000 Penalty: 5922.020996
	Iteration 58Q: 3 clusters Score -1.872833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147807 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -18728326.000000 Penalty: 5922.020996
	Iteration 59Q: 3 clusters Score -1.872833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147854 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -18728332.000000 Penalty: 5922.020996
	Iteration 60F: 3 clusters Score -1.872833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147896 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -18728340.000000 Penalty: 5922.020996
	Iteration 61Q: 3 clusters Score -1.872834e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -18728306.000000 Penalty: 5922.020996
	Iteration 62Q: 3 clusters Score -1.872831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147978 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -18728320.000000 Penalty: 5922.020996
	Iteration 63Q: 3 clusters Score -1.872832e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148012 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -18728316.000000 Penalty: 5922.020996
	Iteration 64Q: 3 clusters Score -1.872832e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148049 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -18728314.000000 Penalty: 5922.020996
	Iteration 65Q: 3 clusters Score -1.872831e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -18728308.000000 Penalty: 5922.020996
	Iteration 66Q: 3 clusters Score -1.872831e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -18728274.000000 Penalty: 5922.020996
	Iteration 67Q: 3 clusters Score -1.872827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -18728274.000000 Penalty: 5922.020996
	Iteration 68Q: 3 clusters Score -1.872827e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148191 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -18728268.000000 Penalty: 5922.020996
	Iteration 69Q: 3 clusters Score -1.872827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148222 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -18728264.000000 Penalty: 5922.020996
	Iteration 70Q: 3 clusters Score -1.872826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148251 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -18728266.000000 Penalty: 5922.020996
	Iteration 71Q: 3 clusters Score -1.872827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -18728270.000000 Penalty: 5922.020996
	Iteration 72Q: 3 clusters Score -1.872827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148299 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -18728272.000000 Penalty: 5922.020996
	Iteration 73Q: 3 clusters Score -1.872827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148321 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -18728274.000000 Penalty: 5922.020996
	Iteration 74Q: 3 clusters Score -1.872827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -18728286.000000 Penalty: 5922.020996
	Iteration 75Q: 3 clusters Score -1.872829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -18728296.000000 Penalty: 5922.020996
	Iteration 76Q: 3 clusters Score -1.87283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -18728290.000000 Penalty: 5922.020996
	Iteration 77Q: 3 clusters Score -1.872829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -18728278.000000 Penalty: 5922.020996
	Iteration 78Q: 3 clusters Score -1.872828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -18728264.000000 Penalty: 5922.020996
	Iteration 79Q: 3 clusters Score -1.872826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -18728262.000000 Penalty: 5922.020996
	Iteration 80F: 3 clusters Score -1.872826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -18728266.000000 Penalty: 5922.020996
	Iteration 81Q: 3 clusters Score -1.872827e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -18728266.000000 Penalty: 5922.020996
	Iteration 82Q: 3 clusters Score -1.872827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -18728276.000000 Penalty: 5922.020996
	Iteration 83Q: 3 clusters Score -1.872828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148469 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -18728280.000000 Penalty: 5922.020996
	Iteration 84Q: 3 clusters Score -1.872828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148472 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -18728282.000000 Penalty: 5922.020996
	Iteration 85Q: 3 clusters Score -1.872828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -18728282.000000 Penalty: 5922.020996
	Iteration 86Q: 3 clusters Score -1.872828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -18728288.000000 Penalty: 5922.020996
	Iteration 87Q: 3 clusters Score -1.872829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -18728288.000000 Penalty: 5922.020996
	Iteration 88Q: 3 clusters Score -1.872829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148479 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -18728298.000000 Penalty: 5922.020996
	Iteration 89Q: 3 clusters Score -1.87283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -18728300.000000 Penalty: 5922.020996
	Iteration 90Q: 3 clusters Score -1.87283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -18728300.000000 Penalty: 5922.020996
	Iteration 91F: 3 clusters Score -1.87283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Entering Unmasked Estep 
Score: -11089520.000000 Penalty: 2828.993408
	Iteration 0F: 2 clusters Score -1.108952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -11029107.000000 Penalty: 5657.986816
	Iteration 0F: 3 clusters Score -1.102911e+07 nChanged 42484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -11053909.000000 Penalty: 5657.986816
	Iteration 1F: 3 clusters Score -1.105391e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -11055222.000000 Penalty: 5657.986816
	Iteration 2Q: 3 clusters Score -1.105522e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -11056754.000000 Penalty: 5657.986816
	Iteration 3Q: 3 clusters Score -1.105675e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -11059155.000000 Penalty: 5657.986816
	Iteration 4F: 3 clusters Score -1.105916e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -11062625.000000 Penalty: 5657.986816
	Iteration 5F: 3 clusters Score -1.106262e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -11067490.000000 Penalty: 5657.986816
	Iteration 6F: 3 clusters Score -1.106749e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63691 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -11073490.000000 Penalty: 5657.986816
	Iteration 7F: 3 clusters Score -1.107349e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67861 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -11078582.000000 Penalty: 5657.986816
	Iteration 8F: 3 clusters Score -1.107858e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -11081952.000000 Penalty: 5657.986816
	Iteration 9Q: 3 clusters Score -1.108195e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -11083589.000000 Penalty: 5657.986816
	Iteration 10Q: 3 clusters Score -1.108359e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -11084443.000000 Penalty: 5657.986816
	Iteration 11Q: 3 clusters Score -1.108444e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -11085124.000000 Penalty: 5657.986816
	Iteration 12Q: 3 clusters Score -1.108512e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -11085612.000000 Penalty: 5657.986816
	Iteration 13Q: 3 clusters Score -1.108561e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -11085954.000000 Penalty: 5657.986816
	Iteration 14Q: 3 clusters Score -1.108595e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -11086270.000000 Penalty: 5657.986816
	Iteration 15Q: 3 clusters Score -1.108627e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -11086497.000000 Penalty: 5657.986816
	Iteration 16Q: 3 clusters Score -1.10865e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -11086619.000000 Penalty: 5657.986816
	Iteration 17Q: 3 clusters Score -1.108662e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -11086753.000000 Penalty: 5657.986816
	Iteration 18Q: 3 clusters Score -1.108675e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -11086943.000000 Penalty: 5657.986816
	Iteration 19Q: 3 clusters Score -1.108694e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -11087077.000000 Penalty: 5657.986816
	Iteration 20F: 3 clusters Score -1.108708e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -11087237.000000 Penalty: 5657.986816
	Iteration 21Q: 3 clusters Score -1.108724e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -11087332.000000 Penalty: 5657.986816
	Iteration 22Q: 3 clusters Score -1.108733e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -11087482.000000 Penalty: 5657.986816
	Iteration 23Q: 3 clusters Score -1.108748e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -11087574.000000 Penalty: 5657.986816
	Iteration 24Q: 3 clusters Score -1.108757e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -11087657.000000 Penalty: 5657.986816
	Iteration 25Q: 3 clusters Score -1.108766e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -11087712.000000 Penalty: 5657.986816
	Iteration 26Q: 3 clusters Score -1.108771e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -11087768.000000 Penalty: 5657.986816
	Iteration 27Q: 3 clusters Score -1.108777e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -11087788.000000 Penalty: 5657.986816
	Iteration 28Q: 3 clusters Score -1.108779e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -11087874.000000 Penalty: 5657.986816
	Iteration 29Q: 3 clusters Score -1.108787e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -11087956.000000 Penalty: 5657.986816
	Iteration 30Q: 3 clusters Score -1.108796e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -11088012.000000 Penalty: 5657.986816
	Iteration 31Q: 3 clusters Score -1.108801e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -11088049.000000 Penalty: 5657.986816
	Iteration 32Q: 3 clusters Score -1.108805e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -11088069.000000 Penalty: 5657.986816
	Iteration 33Q: 3 clusters Score -1.108807e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85034 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -11088110.000000 Penalty: 5657.986816
	Iteration 34Q: 3 clusters Score -1.108811e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -11088125.000000 Penalty: 5657.986816
	Iteration 35Q: 3 clusters Score -1.108812e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -11088156.000000 Penalty: 5657.986816
	Iteration 36Q: 3 clusters Score -1.108816e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -11088181.000000 Penalty: 5657.986816
	Iteration 37Q: 3 clusters Score -1.108818e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -11088161.000000 Penalty: 5657.986816
	Iteration 38Q: 3 clusters Score -1.108816e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -11088185.000000 Penalty: 5657.986816
	Iteration 39Q: 3 clusters Score -1.108818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -11088193.000000 Penalty: 5657.986816
	Iteration 40F: 3 clusters Score -1.108819e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -11088203.000000 Penalty: 5657.986816
	Iteration 41Q: 3 clusters Score -1.10882e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -11088217.000000 Penalty: 5657.986816
	Iteration 42Q: 3 clusters Score -1.108822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85889 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -11088200.000000 Penalty: 5657.986816
	Iteration 43Q: 3 clusters Score -1.10882e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -11088208.000000 Penalty: 5657.986816
	Iteration 44Q: 3 clusters Score -1.108821e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -11088219.000000 Penalty: 5657.986816
	Iteration 45Q: 3 clusters Score -1.108822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -11088217.000000 Penalty: 5657.986816
	Iteration 46Q: 3 clusters Score -1.108822e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -11088208.000000 Penalty: 5657.986816
	Iteration 47Q: 3 clusters Score -1.108821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -11088224.000000 Penalty: 5657.986816
	Iteration 48Q: 3 clusters Score -1.108822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -11088237.000000 Penalty: 5657.986816
	Iteration 49Q: 3 clusters Score -1.108824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -11088234.000000 Penalty: 5657.986816
	Iteration 50Q: 3 clusters Score -1.108823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86141 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -11088237.000000 Penalty: 5657.986816
	Iteration 51Q: 3 clusters Score -1.108824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -11088238.000000 Penalty: 5657.986816
	Iteration 52Q: 3 clusters Score -1.108824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86161 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -11088242.000000 Penalty: 5657.986816
	Iteration 53Q: 3 clusters Score -1.108824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -11088249.000000 Penalty: 5657.986816
	Iteration 54Q: 3 clusters Score -1.108825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -11088261.000000 Penalty: 5657.986816
	Iteration 55Q: 3 clusters Score -1.108826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86210 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -11088256.000000 Penalty: 5657.986816
	Iteration 56Q: 3 clusters Score -1.108826e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -11088247.000000 Penalty: 5657.986816
	Iteration 57Q: 3 clusters Score -1.108825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -11088249.000000 Penalty: 5657.986816
	Iteration 58Q: 3 clusters Score -1.108825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -11088260.000000 Penalty: 5657.986816
	Iteration 59Q: 3 clusters Score -1.108826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -11088264.000000 Penalty: 5657.986816
	Iteration 60F: 3 clusters Score -1.108826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -11088262.000000 Penalty: 5657.986816
	Iteration 61Q: 3 clusters Score -1.108826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -11088253.000000 Penalty: 5657.986816
	Iteration 62Q: 3 clusters Score -1.108825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -11088244.000000 Penalty: 5657.986816
	Iteration 63Q: 3 clusters Score -1.108824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -11088240.000000 Penalty: 5657.986816
	Iteration 64Q: 3 clusters Score -1.108824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -11088241.000000 Penalty: 5657.986816
	Iteration 65Q: 3 clusters Score -1.108824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -11088246.000000 Penalty: 5657.986816
	Iteration 66Q: 3 clusters Score -1.108825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -11088236.000000 Penalty: 5657.986816
	Iteration 67Q: 3 clusters Score -1.108824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86339 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -11088225.000000 Penalty: 5657.986816
	Iteration 68Q: 3 clusters Score -1.108822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86352 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -11088248.000000 Penalty: 5657.986816
	Iteration 69Q: 3 clusters Score -1.108825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -11088251.000000 Penalty: 5657.986816
	Iteration 70Q: 3 clusters Score -1.108825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86365 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -11088259.000000 Penalty: 5657.986816
	Iteration 71Q: 3 clusters Score -1.108826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -11088259.000000 Penalty: 5657.986816
	Iteration 72Q: 3 clusters Score -1.108826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -11088253.000000 Penalty: 5657.986816
	Iteration 73Q: 3 clusters Score -1.108825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -11088252.000000 Penalty: 5657.986816
	Iteration 74Q: 3 clusters Score -1.108825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -11088257.000000 Penalty: 5657.986816
	Iteration 75Q: 3 clusters Score -1.108826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11088252.000000 Penalty: 5657.986816
	Iteration 76Q: 3 clusters Score -1.108825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -11088258.000000 Penalty: 5657.986816
	Iteration 77Q: 3 clusters Score -1.108826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11088250.000000 Penalty: 5657.986816
	Iteration 78Q: 3 clusters Score -1.108825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -11088244.000000 Penalty: 5657.986816
	Iteration 79Q: 3 clusters Score -1.108824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -11088246.000000 Penalty: 5657.986816
	Iteration 80F: 3 clusters Score -1.108825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -11088250.000000 Penalty: 5657.986816
	Iteration 81Q: 3 clusters Score -1.108825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11088237.000000 Penalty: 5657.986816
	Iteration 82Q: 3 clusters Score -1.108824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -11088243.000000 Penalty: 5657.986816
	Iteration 83Q: 3 clusters Score -1.108824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -11088233.000000 Penalty: 5657.986816
	Iteration 84Q: 3 clusters Score -1.108823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -11088227.000000 Penalty: 5657.986816
	Iteration 85Q: 3 clusters Score -1.108823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11088233.000000 Penalty: 5657.986816
	Iteration 86Q: 3 clusters Score -1.108823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -11088239.000000 Penalty: 5657.986816
	Iteration 87Q: 3 clusters Score -1.108824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -11088242.000000 Penalty: 5657.986816
	Iteration 88Q: 3 clusters Score -1.108824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -11088242.000000 Penalty: 5657.986816
	Iteration 89F: 3 clusters Score -1.108824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Entering Unmasked Estep 
Score: -2463547.500000 Penalty: 2452.681641
	Iteration 0F: 2 clusters Score -2463548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2449675.000000 Penalty: 4905.363281
	Iteration 0F: 3 clusters Score -2449675 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2454367.000000 Penalty: 4905.363281
	Iteration 1F: 3 clusters Score -2454367 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2454768.250000 Penalty: 4905.363281
	Iteration 2F: 3 clusters Score -2454768 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2455152.250000 Penalty: 4905.363281
	Iteration 3Q: 3 clusters Score -2455152 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2455542.750000 Penalty: 4905.363281
	Iteration 4Q: 3 clusters Score -2455543 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2455992.750000 Penalty: 4905.363281
	Iteration 5Q: 3 clusters Score -2455993 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2456545.500000 Penalty: 4905.363281
	Iteration 6Q: 3 clusters Score -2456546 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2457224.000000 Penalty: 4905.363281
	Iteration 7F: 3 clusters Score -2457224 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2458013.750000 Penalty: 4905.363281
	Iteration 8F: 3 clusters Score -2458014 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2458844.000000 Penalty: 4905.363281
	Iteration 9F: 3 clusters Score -2458844 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2459607.250000 Penalty: 4905.363281
	Iteration 10Q: 3 clusters Score -2459607 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2460207.250000 Penalty: 4905.363281
	Iteration 11Q: 3 clusters Score -2460207 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2460673.750000 Penalty: 4905.363281
	Iteration 12Q: 3 clusters Score -2460674 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2460956.500000 Penalty: 4905.363281
	Iteration 13Q: 3 clusters Score -2460956 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2461127.500000 Penalty: 4905.363281
	Iteration 14Q: 3 clusters Score -2461128 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2461245.750000 Penalty: 4905.363281
	Iteration 15Q: 3 clusters Score -2461246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2461338.500000 Penalty: 4905.363281
	Iteration 16Q: 3 clusters Score -2461338 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2461384.750000 Penalty: 4905.363281
	Iteration 17Q: 3 clusters Score -2461385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2461425.750000 Penalty: 4905.363281
	Iteration 18Q: 3 clusters Score -2461426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2461453.250000 Penalty: 4905.363281
	Iteration 19Q: 3 clusters Score -2461453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2461471.000000 Penalty: 4905.363281
	Iteration 20F: 3 clusters Score -2461471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2461476.000000 Penalty: 4905.363281
	Iteration 21Q: 3 clusters Score -2461476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2461484.000000 Penalty: 4905.363281
	Iteration 22Q: 3 clusters Score -2461484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2461491.250000 Penalty: 4905.363281
	Iteration 23Q: 3 clusters Score -2461491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2461491.000000 Penalty: 4905.363281
	Iteration 24Q: 3 clusters Score -2461491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2461497.000000 Penalty: 4905.363281
	Iteration 25Q: 3 clusters Score -2461497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2461500.000000 Penalty: 4905.363281
	Iteration 26Q: 3 clusters Score -2461500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2461508.750000 Penalty: 4905.363281
	Iteration 27Q: 3 clusters Score -2461509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2461508.500000 Penalty: 4905.363281
	Iteration 28Q: 3 clusters Score -2461508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2461509.500000 Penalty: 4905.363281
	Iteration 29Q: 3 clusters Score -2461510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2461511.750000 Penalty: 4905.363281
	Iteration 30Q: 3 clusters Score -2461512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2461510.500000 Penalty: 4905.363281
	Iteration 31Q: 3 clusters Score -2461510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2461514.500000 Penalty: 4905.363281
	Iteration 32Q: 3 clusters Score -2461514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2461517.000000 Penalty: 4905.363281
	Iteration 33Q: 3 clusters Score -2461517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2461521.000000 Penalty: 4905.363281
	Iteration 34Q: 3 clusters Score -2461521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2461518.750000 Penalty: 4905.363281
	Iteration 35Q: 3 clusters Score -2461519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2461522.500000 Penalty: 4905.363281
	Iteration 36Q: 3 clusters Score -2461522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2461524.250000 Penalty: 4905.363281
	Iteration 37Q: 3 clusters Score -2461524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2461531.000000 Penalty: 4905.363281
	Iteration 38Q: 3 clusters Score -2461531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2461528.500000 Penalty: 4905.363281
	Iteration 39Q: 3 clusters Score -2461528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2461528.500000 Penalty: 4905.363281
	Iteration 40F: 3 clusters Score -2461528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Entering Unmasked Estep 
Score: -2344655.500000 Penalty: 2440.957275
	Iteration 0F: 2 clusters Score -2344656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2331336.500000 Penalty: 4881.914551
	Iteration 0F: 3 clusters Score -2331336 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2335928.750000 Penalty: 4881.914551
	Iteration 1F: 3 clusters Score -2335929 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2336454.000000 Penalty: 4881.914551
	Iteration 2F: 3 clusters Score -2336454 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2337007.250000 Penalty: 4881.914551
	Iteration 3F: 3 clusters Score -2337007 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2337728.750000 Penalty: 4881.914551
	Iteration 4F: 3 clusters Score -2337729 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2338496.000000 Penalty: 4881.914551
	Iteration 5F: 3 clusters Score -2338496 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2339379.000000 Penalty: 4881.914551
	Iteration 6F: 3 clusters Score -2339379 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2340424.000000 Penalty: 4881.914551
	Iteration 7F: 3 clusters Score -2340424 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2341497.000000 Penalty: 4881.914551
	Iteration 8F: 3 clusters Score -2341497 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2342560.250000 Penalty: 4881.914551
	Iteration 9F: 3 clusters Score -2342560 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2343365.500000 Penalty: 4881.914551
	Iteration 10Q: 3 clusters Score -2343366 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2343839.500000 Penalty: 4881.914551
	Iteration 11Q: 3 clusters Score -2343840 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2344068.000000 Penalty: 4881.914551
	Iteration 12Q: 3 clusters Score -2344068 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2344146.250000 Penalty: 4881.914551
	Iteration 13Q: 3 clusters Score -2344146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2344184.000000 Penalty: 4881.914551
	Iteration 14Q: 3 clusters Score -2344184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2344214.500000 Penalty: 4881.914551
	Iteration 15Q: 3 clusters Score -2344214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2344221.750000 Penalty: 4881.914551
	Iteration 16Q: 3 clusters Score -2344222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2344229.500000 Penalty: 4881.914551
	Iteration 17Q: 3 clusters Score -2344230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2344236.250000 Penalty: 4881.914551
	Iteration 18Q: 3 clusters Score -2344236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2344238.250000 Penalty: 4881.914551
	Iteration 19Q: 3 clusters Score -2344238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2344235.000000 Penalty: 4881.914551
	Iteration 20F: 3 clusters Score -2344235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2344238.500000 Penalty: 4881.914551
	Iteration 21Q: 3 clusters Score -2344238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2344239.000000 Penalty: 4881.914551
	Iteration 22Q: 3 clusters Score -2344239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2344239.500000 Penalty: 4881.914551
	Iteration 23Q: 3 clusters Score -2344240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2344239.250000 Penalty: 4881.914551
	Iteration 24Q: 3 clusters Score -2344239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2344239.250000 Penalty: 4881.914551
	Iteration 25F: 3 clusters Score -2344239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -482730.625000 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -482730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -478815.781250 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -478815.8 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -479847.875000 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -479847.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -480152.843750 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -480152.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -480434.343750 Penalty: 4116.198730
	Iteration 3F: 3 clusters Score -480434.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -480671.812500 Penalty: 4116.198730
	Iteration 4F: 3 clusters Score -480671.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -480889.093750 Penalty: 4116.198730
	Iteration 5F: 3 clusters Score -480889.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -481138.875000 Penalty: 4116.198730
	Iteration 6F: 3 clusters Score -481138.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -481459.750000 Penalty: 4116.198730
	Iteration 7F: 3 clusters Score -481459.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -481768.375000 Penalty: 4116.198730
	Iteration 8F: 3 clusters Score -481768.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -482073.781250 Penalty: 4116.198730
	Iteration 9F: 3 clusters Score -482073.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -482292.906250 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -482292.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -482412.093750 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -482412.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -482461.593750 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -482461.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -482480.000000 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -482480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -482489.562500 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -482489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -482495.750000 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -482495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -482499.687500 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -482499.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -482501.812500 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -482501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -482502.000000 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -482502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -482502.250000 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -482502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -482502.250000 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -482502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Entering Unmasked Estep 
Score: -18999646.000000 Penalty: 2961.523193
	Iteration 0F: 2 clusters Score -1.899965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76754 members 
Mstep: Class 2 contains 76772 members 
Entering Unmasked Estep 
Score: -18897592.000000 Penalty: 5923.046387
	Iteration 0F: 3 clusters Score -1.889759e+07 nChanged 73411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -18940626.000000 Penalty: 5923.046387
	Iteration 1F: 3 clusters Score -1.894063e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -18941818.000000 Penalty: 5923.046387
	Iteration 2Q: 3 clusters Score -1.894182e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -18942822.000000 Penalty: 5923.046387
	Iteration 3Q: 3 clusters Score -1.894282e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -18944054.000000 Penalty: 5923.046387
	Iteration 4Q: 3 clusters Score -1.894405e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -18945796.000000 Penalty: 5923.046387
	Iteration 5Q: 3 clusters Score -1.89458e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -18948266.000000 Penalty: 5923.046387
	Iteration 6Q: 3 clusters Score -1.894827e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -18952222.000000 Penalty: 5923.046387
	Iteration 7Q: 3 clusters Score -1.895222e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -18957890.000000 Penalty: 5923.046387
	Iteration 8F: 3 clusters Score -1.895789e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -18964848.000000 Penalty: 5923.046387
	Iteration 9F: 3 clusters Score -1.896485e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -18970170.000000 Penalty: 5923.046387
	Iteration 10F: 3 clusters Score -1.897017e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -18972690.000000 Penalty: 5923.046387
	Iteration 11Q: 3 clusters Score -1.897269e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -18973576.000000 Penalty: 5923.046387
	Iteration 12Q: 3 clusters Score -1.897358e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -18973992.000000 Penalty: 5923.046387
	Iteration 13Q: 3 clusters Score -1.897399e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -18974272.000000 Penalty: 5923.046387
	Iteration 14Q: 3 clusters Score -1.897427e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -18974454.000000 Penalty: 5923.046387
	Iteration 15Q: 3 clusters Score -1.897445e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -18974652.000000 Penalty: 5923.046387
	Iteration 16Q: 3 clusters Score -1.897465e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -18974882.000000 Penalty: 5923.046387
	Iteration 17Q: 3 clusters Score -1.897488e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91437 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -18975194.000000 Penalty: 5923.046387
	Iteration 18Q: 3 clusters Score -1.897519e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92715 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -18975530.000000 Penalty: 5923.046387
	Iteration 19Q: 3 clusters Score -1.897553e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -18975986.000000 Penalty: 5923.046387
	Iteration 20F: 3 clusters Score -1.897599e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -18976440.000000 Penalty: 5923.046387
	Iteration 21Q: 3 clusters Score -1.897644e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -18976808.000000 Penalty: 5923.046387
	Iteration 22Q: 3 clusters Score -1.897681e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99063 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -18977212.000000 Penalty: 5923.046387
	Iteration 23Q: 3 clusters Score -1.897721e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -18977692.000000 Penalty: 5923.046387
	Iteration 24Q: 3 clusters Score -1.897769e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102871 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -18978164.000000 Penalty: 5923.046387
	Iteration 25Q: 3 clusters Score -1.897816e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104910 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -18978682.000000 Penalty: 5923.046387
	Iteration 26Q: 3 clusters Score -1.897868e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -18979084.000000 Penalty: 5923.046387
	Iteration 27Q: 3 clusters Score -1.897908e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109057 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -18979672.000000 Penalty: 5923.046387
	Iteration 28Q: 3 clusters Score -1.897967e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -18980514.000000 Penalty: 5923.046387
	Iteration 29Q: 3 clusters Score -1.898051e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -18981278.000000 Penalty: 5923.046387
	Iteration 30Q: 3 clusters Score -1.898128e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -18981984.000000 Penalty: 5923.046387
	Iteration 31Q: 3 clusters Score -1.898198e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -18982862.000000 Penalty: 5923.046387
	Iteration 32Q: 3 clusters Score -1.898286e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121137 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -18983908.000000 Penalty: 5923.046387
	Iteration 33Q: 3 clusters Score -1.898391e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123728 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -18984736.000000 Penalty: 5923.046387
	Iteration 34Q: 3 clusters Score -1.898474e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -18985820.000000 Penalty: 5923.046387
	Iteration 35Q: 3 clusters Score -1.898582e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -18986748.000000 Penalty: 5923.046387
	Iteration 36Q: 3 clusters Score -1.898675e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -18987730.000000 Penalty: 5923.046387
	Iteration 37Q: 3 clusters Score -1.898773e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133638 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -18988796.000000 Penalty: 5923.046387
	Iteration 38Q: 3 clusters Score -1.89888e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135973 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -18989838.000000 Penalty: 5923.046387
	Iteration 39Q: 3 clusters Score -1.898984e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -18990710.000000 Penalty: 5923.046387
	Iteration 40F: 3 clusters Score -1.899071e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140132 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -18991650.000000 Penalty: 5923.046387
	Iteration 41Q: 3 clusters Score -1.899165e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141947 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -18992606.000000 Penalty: 5923.046387
	Iteration 42Q: 3 clusters Score -1.899261e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -18993434.000000 Penalty: 5923.046387
	Iteration 43Q: 3 clusters Score -1.899343e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145037 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -18994176.000000 Penalty: 5923.046387
	Iteration 44Q: 3 clusters Score -1.899418e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146270 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -18994736.000000 Penalty: 5923.046387
	Iteration 45Q: 3 clusters Score -1.899474e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147317 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -18995278.000000 Penalty: 5923.046387
	Iteration 46Q: 3 clusters Score -1.899528e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -18995594.000000 Penalty: 5923.046387
	Iteration 47Q: 3 clusters Score -1.899559e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148937 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -18995806.000000 Penalty: 5923.046387
	Iteration 48Q: 3 clusters Score -1.899581e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149582 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -18996062.000000 Penalty: 5923.046387
	Iteration 49Q: 3 clusters Score -1.899606e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150090 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -18996176.000000 Penalty: 5923.046387
	Iteration 50Q: 3 clusters Score -1.899618e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -18996352.000000 Penalty: 5923.046387
	Iteration 51Q: 3 clusters Score -1.899635e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150880 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -18996520.000000 Penalty: 5923.046387
	Iteration 52Q: 3 clusters Score -1.899652e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151203 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -18996626.000000 Penalty: 5923.046387
	Iteration 53Q: 3 clusters Score -1.899663e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151475 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -18996718.000000 Penalty: 5923.046387
	Iteration 54Q: 3 clusters Score -1.899672e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151716 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18996840.000000 Penalty: 5923.046387
	Iteration 55Q: 3 clusters Score -1.899684e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -18996908.000000 Penalty: 5923.046387
	Iteration 56Q: 3 clusters Score -1.899691e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -18996984.000000 Penalty: 5923.046387
	Iteration 57Q: 3 clusters Score -1.899698e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152157 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -18997022.000000 Penalty: 5923.046387
	Iteration 58Q: 3 clusters Score -1.899702e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18997040.000000 Penalty: 5923.046387
	Iteration 59Q: 3 clusters Score -1.899704e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18997036.000000 Penalty: 5923.046387
	Iteration 60F: 3 clusters Score -1.899704e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -18997068.000000 Penalty: 5923.046387
	Iteration 61Q: 3 clusters Score -1.899707e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -18997116.000000 Penalty: 5923.046387
	Iteration 62Q: 3 clusters Score -1.899712e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18997130.000000 Penalty: 5923.046387
	Iteration 63Q: 3 clusters Score -1.899713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152539 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -18997156.000000 Penalty: 5923.046387
	Iteration 64Q: 3 clusters Score -1.899716e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -18997162.000000 Penalty: 5923.046387
	Iteration 65Q: 3 clusters Score -1.899716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152600 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -18997160.000000 Penalty: 5923.046387
	Iteration 66Q: 3 clusters Score -1.899716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18997164.000000 Penalty: 5923.046387
	Iteration 67Q: 3 clusters Score -1.899716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -18997138.000000 Penalty: 5923.046387
	Iteration 68Q: 3 clusters Score -1.899714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152647 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18997156.000000 Penalty: 5923.046387
	Iteration 69Q: 3 clusters Score -1.899716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -18997156.000000 Penalty: 5923.046387
	Iteration 70Q: 3 clusters Score -1.899716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152662 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -18997148.000000 Penalty: 5923.046387
	Iteration 71Q: 3 clusters Score -1.899715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -18997168.000000 Penalty: 5923.046387
	Iteration 72Q: 3 clusters Score -1.899717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -18997170.000000 Penalty: 5923.046387
	Iteration 73Q: 3 clusters Score -1.899717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -18997168.000000 Penalty: 5923.046387
	Iteration 74Q: 3 clusters Score -1.899717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -18997172.000000 Penalty: 5923.046387
	Iteration 75Q: 3 clusters Score -1.899717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -18997172.000000 Penalty: 5923.046387
	Iteration 76Q: 3 clusters Score -1.899717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -18997172.000000 Penalty: 5923.046387
	Iteration 77Q: 3 clusters Score -1.899717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -18997176.000000 Penalty: 5923.046387
	Iteration 78Q: 3 clusters Score -1.899718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -18997166.000000 Penalty: 5923.046387
	Iteration 79Q: 3 clusters Score -1.899717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -18997162.000000 Penalty: 5923.046387
	Iteration 80F: 3 clusters Score -1.899716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -18997168.000000 Penalty: 5923.046387
	Iteration 81Q: 3 clusters Score -1.899717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152714 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18997164.000000 Penalty: 5923.046387
	Iteration 82Q: 3 clusters Score -1.899716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -18997184.000000 Penalty: 5923.046387
	Iteration 83Q: 3 clusters Score -1.899718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -18997182.000000 Penalty: 5923.046387
	Iteration 84Q: 3 clusters Score -1.899718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18997174.000000 Penalty: 5923.046387
	Iteration 85Q: 3 clusters Score -1.899717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -18997174.000000 Penalty: 5923.046387
	Iteration 86F: 3 clusters Score -1.899717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (159137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Entering Unmasked Estep 
Score: -19579548.000000 Penalty: 2970.425293
	Iteration 0F: 2 clusters Score -1.957955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -19473816.000000 Penalty: 5940.850586
	Iteration 0F: 3 clusters Score -1.947382e+07 nChanged 75908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 81170 members 
Entering Unmasked Estep 
Score: -19518266.000000 Penalty: 5940.850586
	Iteration 1F: 3 clusters Score -1.951827e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -19519370.000000 Penalty: 5940.850586
	Iteration 2Q: 3 clusters Score -1.951937e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -19520608.000000 Penalty: 5940.850586
	Iteration 3Q: 3 clusters Score -1.952061e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -19522068.000000 Penalty: 5940.850586
	Iteration 4Q: 3 clusters Score -1.952207e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70065 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -19524680.000000 Penalty: 5940.850586
	Iteration 5Q: 3 clusters Score -1.952468e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -19528810.000000 Penalty: 5940.850586
	Iteration 6F: 3 clusters Score -1.952881e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -19536124.000000 Penalty: 5940.850586
	Iteration 7F: 3 clusters Score -1.953612e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -19545724.000000 Penalty: 5940.850586
	Iteration 8F: 3 clusters Score -1.954572e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 117305 members 
Entering Unmasked Estep 
Score: -19555554.000000 Penalty: 5940.850586
	Iteration 9F: 3 clusters Score -1.955555e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 122674 members 
Entering Unmasked Estep 
Score: -19562598.000000 Penalty: 5940.850586
	Iteration 10F: 3 clusters Score -1.95626e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -19566004.000000 Penalty: 5940.850586
	Iteration 11Q: 3 clusters Score -1.9566e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -19568102.000000 Penalty: 5940.850586
	Iteration 12Q: 3 clusters Score -1.95681e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 131763 members 
Entering Unmasked Estep 
Score: -19569576.000000 Penalty: 5940.850586
	Iteration 13Q: 3 clusters Score -1.956958e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 133877 members 
Entering Unmasked Estep 
Score: -19570832.000000 Penalty: 5940.850586
	Iteration 14Q: 3 clusters Score -1.957083e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
Score: -19571830.000000 Penalty: 5940.850586
	Iteration 15Q: 3 clusters Score -1.957183e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 137343 members 
Entering Unmasked Estep 
Score: -19572734.000000 Penalty: 5940.850586
	Iteration 16Q: 3 clusters Score -1.957273e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 138835 members 
Entering Unmasked Estep 
Score: -19573440.000000 Penalty: 5940.850586
	Iteration 17Q: 3 clusters Score -1.957344e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -19574052.000000 Penalty: 5940.850586
	Iteration 18Q: 3 clusters Score -1.957405e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 141469 members 
Entering Unmasked Estep 
Score: -19574698.000000 Penalty: 5940.850586
	Iteration 19Q: 3 clusters Score -1.95747e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -19575120.000000 Penalty: 5940.850586
	Iteration 20F: 3 clusters Score -1.957512e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -19575506.000000 Penalty: 5940.850586
	Iteration 21Q: 3 clusters Score -1.957551e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 144648 members 
Entering Unmasked Estep 
Score: -19575824.000000 Penalty: 5940.850586
	Iteration 22Q: 3 clusters Score -1.957582e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 145508 members 
Entering Unmasked Estep 
Score: -19576114.000000 Penalty: 5940.850586
	Iteration 23Q: 3 clusters Score -1.957611e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 146264 members 
Entering Unmasked Estep 
Score: -19576402.000000 Penalty: 5940.850586
	Iteration 24Q: 3 clusters Score -1.95764e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 146982 members 
Entering Unmasked Estep 
Score: -19576594.000000 Penalty: 5940.850586
	Iteration 25Q: 3 clusters Score -1.957659e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 147654 members 
Entering Unmasked Estep 
Score: -19576812.000000 Penalty: 5940.850586
	Iteration 26Q: 3 clusters Score -1.957681e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -19576962.000000 Penalty: 5940.850586
	Iteration 27Q: 3 clusters Score -1.957696e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -19577132.000000 Penalty: 5940.850586
	Iteration 28Q: 3 clusters Score -1.957713e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 149370 members 
Entering Unmasked Estep 
Score: -19577242.000000 Penalty: 5940.850586
	Iteration 29Q: 3 clusters Score -1.957724e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -19577310.000000 Penalty: 5940.850586
	Iteration 30Q: 3 clusters Score -1.957731e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -19577406.000000 Penalty: 5940.850586
	Iteration 31Q: 3 clusters Score -1.957741e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 150684 members 
Entering Unmasked Estep 
Score: -19577434.000000 Penalty: 5940.850586
	Iteration 32Q: 3 clusters Score -1.957743e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 151063 members 
Entering Unmasked Estep 
Score: -19577524.000000 Penalty: 5940.850586
	Iteration 33Q: 3 clusters Score -1.957752e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 151403 members 
Entering Unmasked Estep 
Score: -19577578.000000 Penalty: 5940.850586
	Iteration 34Q: 3 clusters Score -1.957758e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -19577608.000000 Penalty: 5940.850586
	Iteration 35Q: 3 clusters Score -1.957761e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -19577720.000000 Penalty: 5940.850586
	Iteration 36Q: 3 clusters Score -1.957772e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 152261 members 
Entering Unmasked Estep 
Score: -19577706.000000 Penalty: 5940.850586
	Iteration 37Q: 3 clusters Score -1.957771e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -19577740.000000 Penalty: 5940.850586
	Iteration 38Q: 3 clusters Score -1.957774e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -19577792.000000 Penalty: 5940.850586
	Iteration 39Q: 3 clusters Score -1.957779e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -19577840.000000 Penalty: 5940.850586
	Iteration 40F: 3 clusters Score -1.957784e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -19577866.000000 Penalty: 5940.850586
	Iteration 41Q: 3 clusters Score -1.957787e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -19577938.000000 Penalty: 5940.850586
	Iteration 42Q: 3 clusters Score -1.957794e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -19577966.000000 Penalty: 5940.850586
	Iteration 43Q: 3 clusters Score -1.957797e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 153958 members 
Entering Unmasked Estep 
Score: -19577956.000000 Penalty: 5940.850586
	Iteration 44Q: 3 clusters Score -1.957796e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -19577988.000000 Penalty: 5940.850586
	Iteration 45Q: 3 clusters Score -1.957799e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -19578008.000000 Penalty: 5940.850586
	Iteration 46Q: 3 clusters Score -1.957801e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -19578036.000000 Penalty: 5940.850586
	Iteration 47Q: 3 clusters Score -1.957804e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 154592 members 
Entering Unmasked Estep 
Score: -19578042.000000 Penalty: 5940.850586
	Iteration 48Q: 3 clusters Score -1.957804e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 154701 members 
Entering Unmasked Estep 
Score: -19578074.000000 Penalty: 5940.850586
	Iteration 49Q: 3 clusters Score -1.957807e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 154790 members 
Entering Unmasked Estep 
Score: -19578072.000000 Penalty: 5940.850586
	Iteration 50Q: 3 clusters Score -1.957807e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -19578064.000000 Penalty: 5940.850586
	Iteration 51Q: 3 clusters Score -1.957806e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 154934 members 
Entering Unmasked Estep 
Score: -19578054.000000 Penalty: 5940.850586
	Iteration 52Q: 3 clusters Score -1.957805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 154977 members 
Entering Unmasked Estep 
Score: -19578048.000000 Penalty: 5940.850586
	Iteration 53Q: 3 clusters Score -1.957805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -19578066.000000 Penalty: 5940.850586
	Iteration 54Q: 3 clusters Score -1.957807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -19578032.000000 Penalty: 5940.850586
	Iteration 55Q: 3 clusters Score -1.957803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -19578056.000000 Penalty: 5940.850586
	Iteration 56Q: 3 clusters Score -1.957806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 155095 members 
Entering Unmasked Estep 
Score: -19578042.000000 Penalty: 5940.850586
	Iteration 57Q: 3 clusters Score -1.957804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -19578046.000000 Penalty: 5940.850586
	Iteration 58Q: 3 clusters Score -1.957805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 155136 members 
Entering Unmasked Estep 
Score: -19578044.000000 Penalty: 5940.850586
	Iteration 59Q: 3 clusters Score -1.957804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -19578042.000000 Penalty: 5940.850586
	Iteration 60F: 3 clusters Score -1.957804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -19578066.000000 Penalty: 5940.850586
	Iteration 61Q: 3 clusters Score -1.957807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -19578044.000000 Penalty: 5940.850586
	Iteration 62Q: 3 clusters Score -1.957804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -19578042.000000 Penalty: 5940.850586
	Iteration 63Q: 3 clusters Score -1.957804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 155193 members 
Entering Unmasked Estep 
Score: -19578048.000000 Penalty: 5940.850586
	Iteration 64Q: 3 clusters Score -1.957805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 155198 members 
Entering Unmasked Estep 
Score: -19578042.000000 Penalty: 5940.850586
	Iteration 65Q: 3 clusters Score -1.957804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 155205 members 
Entering Unmasked Estep 
Score: -19578064.000000 Penalty: 5940.850586
	Iteration 66Q: 3 clusters Score -1.957806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -19578058.000000 Penalty: 5940.850586
	Iteration 67Q: 3 clusters Score -1.957806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 155211 members 
Entering Unmasked Estep 
Score: -19578064.000000 Penalty: 5940.850586
	Iteration 68Q: 3 clusters Score -1.957806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 155214 members 
Entering Unmasked Estep 
Score: -19578068.000000 Penalty: 5940.850586
	Iteration 69Q: 3 clusters Score -1.957807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -19578076.000000 Penalty: 5940.850586
	Iteration 70Q: 3 clusters Score -1.957808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -19578076.000000 Penalty: 5940.850586
	Iteration 71F: 3 clusters Score -1.957808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Entering Unmasked Estep 
Score: -9040064.000000 Penalty: 2771.636719
	Iteration 0F: 2 clusters Score -9040064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -8992135.000000 Penalty: 5543.273438
	Iteration 0F: 3 clusters Score -8992135 nChanged 33237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -9011017.000000 Penalty: 5543.273438
	Iteration 1F: 3 clusters Score -9011017 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -9011803.000000 Penalty: 5543.273438
	Iteration 2Q: 3 clusters Score -9011803 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -9013017.000000 Penalty: 5543.273438
	Iteration 3Q: 3 clusters Score -9013017 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -9014729.000000 Penalty: 5543.273438
	Iteration 4F: 3 clusters Score -9014729 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -9017565.000000 Penalty: 5543.273438
	Iteration 5F: 3 clusters Score -9017565 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -9022305.000000 Penalty: 5543.273438
	Iteration 6F: 3 clusters Score -9022305 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -9028219.000000 Penalty: 5543.273438
	Iteration 7F: 3 clusters Score -9028219 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -9033362.000000 Penalty: 5543.273438
	Iteration 8F: 3 clusters Score -9033362 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -9036133.000000 Penalty: 5543.273438
	Iteration 9Q: 3 clusters Score -9036133 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -9037026.000000 Penalty: 5543.273438
	Iteration 10Q: 3 clusters Score -9037026 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -9037318.000000 Penalty: 5543.273438
	Iteration 11Q: 3 clusters Score -9037318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -9037459.000000 Penalty: 5543.273438
	Iteration 12Q: 3 clusters Score -9037459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -9037511.000000 Penalty: 5543.273438
	Iteration 13Q: 3 clusters Score -9037511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -9037555.000000 Penalty: 5543.273438
	Iteration 14Q: 3 clusters Score -9037555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -9037568.000000 Penalty: 5543.273438
	Iteration 15Q: 3 clusters Score -9037568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -9037585.000000 Penalty: 5543.273438
	Iteration 16Q: 3 clusters Score -9037585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9037585.000000 Penalty: 5543.273438
	Iteration 17Q: 3 clusters Score -9037585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9037585.000000 Penalty: 5543.273438
	Iteration 18Q: 3 clusters Score -9037585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9037589.000000 Penalty: 5543.273438
	Iteration 19Q: 3 clusters Score -9037589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 71179 members 
Entering Unmasked Estep 
Score: -9037599.000000 Penalty: 5543.273438
	Iteration 20F: 3 clusters Score -9037599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -9037599.000000 Penalty: 5543.273438
	Iteration 21Q: 3 clusters Score -9037599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -9037600.000000 Penalty: 5543.273438
	Iteration 22Q: 3 clusters Score -9037600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -9037600.000000 Penalty: 5543.273438
	Iteration 23F: 3 clusters Score -9037600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Entering Unmasked Estep 
Score: -3070133.750000 Penalty: 2504.494141
	Iteration 0F: 2 clusters Score -3070134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3053237.250000 Penalty: 5008.988281
	Iteration 0F: 3 clusters Score -3053237 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3059179.500000 Penalty: 5008.988281
	Iteration 1F: 3 clusters Score -3059180 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3059592.000000 Penalty: 5008.988281
	Iteration 2Q: 3 clusters Score -3059592 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3059904.750000 Penalty: 5008.988281
	Iteration 3Q: 3 clusters Score -3059905 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -3060186.750000 Penalty: 5008.988281
	Iteration 4Q: 3 clusters Score -3060187 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3060439.750000 Penalty: 5008.988281
	Iteration 5Q: 3 clusters Score -3060440 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3060693.750000 Penalty: 5008.988281
	Iteration 6Q: 3 clusters Score -3060694 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3060997.500000 Penalty: 5008.988281
	Iteration 7Q: 3 clusters Score -3060998 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3061350.250000 Penalty: 5008.988281
	Iteration 8Q: 3 clusters Score -3061350 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3061849.250000 Penalty: 5008.988281
	Iteration 9Q: 3 clusters Score -3061849 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3062524.250000 Penalty: 5008.988281
	Iteration 10Q: 3 clusters Score -3062524 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3063329.250000 Penalty: 5008.988281
	Iteration 11Q: 3 clusters Score -3063329 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3064125.750000 Penalty: 5008.988281
	Iteration 12Q: 3 clusters Score -3064126 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3064807.000000 Penalty: 5008.988281
	Iteration 13Q: 3 clusters Score -3064807 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3065244.750000 Penalty: 5008.988281
	Iteration 14Q: 3 clusters Score -3065245 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3065470.500000 Penalty: 5008.988281
	Iteration 15Q: 3 clusters Score -3065470 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3065622.250000 Penalty: 5008.988281
	Iteration 16Q: 3 clusters Score -3065622 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3065746.500000 Penalty: 5008.988281
	Iteration 17Q: 3 clusters Score -3065746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3065884.250000 Penalty: 5008.988281
	Iteration 18Q: 3 clusters Score -3065884 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3066005.000000 Penalty: 5008.988281
	Iteration 19Q: 3 clusters Score -3066005 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3066103.500000 Penalty: 5008.988281
	Iteration 20F: 3 clusters Score -3066104 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3066206.500000 Penalty: 5008.988281
	Iteration 21Q: 3 clusters Score -3066206 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3066302.500000 Penalty: 5008.988281
	Iteration 22Q: 3 clusters Score -3066302 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3066377.250000 Penalty: 5008.988281
	Iteration 23Q: 3 clusters Score -3066377 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3066440.750000 Penalty: 5008.988281
	Iteration 24Q: 3 clusters Score -3066441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3066474.500000 Penalty: 5008.988281
	Iteration 25Q: 3 clusters Score -3066474 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3066530.500000 Penalty: 5008.988281
	Iteration 26Q: 3 clusters Score -3066530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3066610.000000 Penalty: 5008.988281
	Iteration 27Q: 3 clusters Score -3066610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3066644.250000 Penalty: 5008.988281
	Iteration 28Q: 3 clusters Score -3066644 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3066685.750000 Penalty: 5008.988281
	Iteration 29Q: 3 clusters Score -3066686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3066706.500000 Penalty: 5008.988281
	Iteration 30Q: 3 clusters Score -3066706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3066746.000000 Penalty: 5008.988281
	Iteration 31Q: 3 clusters Score -3066746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3066775.500000 Penalty: 5008.988281
	Iteration 32Q: 3 clusters Score -3066776 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3066819.250000 Penalty: 5008.988281
	Iteration 33Q: 3 clusters Score -3066819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3066847.000000 Penalty: 5008.988281
	Iteration 34Q: 3 clusters Score -3066847 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3066872.750000 Penalty: 5008.988281
	Iteration 35Q: 3 clusters Score -3066873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3066911.500000 Penalty: 5008.988281
	Iteration 36Q: 3 clusters Score -3066912 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3066954.000000 Penalty: 5008.988281
	Iteration 37Q: 3 clusters Score -3066954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3067010.250000 Penalty: 5008.988281
	Iteration 38Q: 3 clusters Score -3067010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3067048.250000 Penalty: 5008.988281
	Iteration 39Q: 3 clusters Score -3067048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3067083.250000 Penalty: 5008.988281
	Iteration 40F: 3 clusters Score -3067083 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3067107.250000 Penalty: 5008.988281
	Iteration 41Q: 3 clusters Score -3067107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3067136.000000 Penalty: 5008.988281
	Iteration 42Q: 3 clusters Score -3067136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3067162.250000 Penalty: 5008.988281
	Iteration 43Q: 3 clusters Score -3067162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3067182.000000 Penalty: 5008.988281
	Iteration 44Q: 3 clusters Score -3067182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3067207.500000 Penalty: 5008.988281
	Iteration 45Q: 3 clusters Score -3067208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3067228.250000 Penalty: 5008.988281
	Iteration 46Q: 3 clusters Score -3067228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3067261.500000 Penalty: 5008.988281
	Iteration 47Q: 3 clusters Score -3067262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3067290.000000 Penalty: 5008.988281
	Iteration 48Q: 3 clusters Score -3067290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3067312.000000 Penalty: 5008.988281
	Iteration 49Q: 3 clusters Score -3067312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3067341.250000 Penalty: 5008.988281
	Iteration 50Q: 3 clusters Score -3067341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3067369.750000 Penalty: 5008.988281
	Iteration 51Q: 3 clusters Score -3067370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3067394.250000 Penalty: 5008.988281
	Iteration 52Q: 3 clusters Score -3067394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3067430.000000 Penalty: 5008.988281
	Iteration 53Q: 3 clusters Score -3067430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3067463.250000 Penalty: 5008.988281
	Iteration 54Q: 3 clusters Score -3067463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3067500.000000 Penalty: 5008.988281
	Iteration 55Q: 3 clusters Score -3067500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3067535.250000 Penalty: 5008.988281
	Iteration 56Q: 3 clusters Score -3067535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3067541.500000 Penalty: 5008.988281
	Iteration 57Q: 3 clusters Score -3067542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3067568.750000 Penalty: 5008.988281
	Iteration 58Q: 3 clusters Score -3067569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3067597.500000 Penalty: 5008.988281
	Iteration 59Q: 3 clusters Score -3067598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3067603.250000 Penalty: 5008.988281
	Iteration 60F: 3 clusters Score -3067603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3067620.000000 Penalty: 5008.988281
	Iteration 61Q: 3 clusters Score -3067620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3067633.250000 Penalty: 5008.988281
	Iteration 62Q: 3 clusters Score -3067633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3067640.500000 Penalty: 5008.988281
	Iteration 63Q: 3 clusters Score -3067640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3067661.750000 Penalty: 5008.988281
	Iteration 64Q: 3 clusters Score -3067662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3067688.250000 Penalty: 5008.988281
	Iteration 65Q: 3 clusters Score -3067688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3067690.750000 Penalty: 5008.988281
	Iteration 66Q: 3 clusters Score -3067691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3067709.500000 Penalty: 5008.988281
	Iteration 67Q: 3 clusters Score -3067710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3067720.500000 Penalty: 5008.988281
	Iteration 68Q: 3 clusters Score -3067720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3067727.000000 Penalty: 5008.988281
	Iteration 69Q: 3 clusters Score -3067727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3067726.500000 Penalty: 5008.988281
	Iteration 70Q: 3 clusters Score -3067726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3067735.250000 Penalty: 5008.988281
	Iteration 71Q: 3 clusters Score -3067735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3067745.000000 Penalty: 5008.988281
	Iteration 72Q: 3 clusters Score -3067745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3067750.500000 Penalty: 5008.988281
	Iteration 73Q: 3 clusters Score -3067750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3067757.000000 Penalty: 5008.988281
	Iteration 74Q: 3 clusters Score -3067757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3067759.500000 Penalty: 5008.988281
	Iteration 75Q: 3 clusters Score -3067760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3067763.500000 Penalty: 5008.988281
	Iteration 76Q: 3 clusters Score -3067764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3067767.750000 Penalty: 5008.988281
	Iteration 77Q: 3 clusters Score -3067768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3067776.750000 Penalty: 5008.988281
	Iteration 78Q: 3 clusters Score -3067777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3067785.250000 Penalty: 5008.988281
	Iteration 79Q: 3 clusters Score -3067785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3067791.250000 Penalty: 5008.988281
	Iteration 80F: 3 clusters Score -3067791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3067797.250000 Penalty: 5008.988281
	Iteration 81Q: 3 clusters Score -3067797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3067797.000000 Penalty: 5008.988281
	Iteration 82Q: 3 clusters Score -3067797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3067810.750000 Penalty: 5008.988281
	Iteration 83Q: 3 clusters Score -3067811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3067812.000000 Penalty: 5008.988281
	Iteration 84Q: 3 clusters Score -3067812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3067811.750000 Penalty: 5008.988281
	Iteration 85Q: 3 clusters Score -3067812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3067805.250000 Penalty: 5008.988281
	Iteration 86Q: 3 clusters Score -3067805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3067811.250000 Penalty: 5008.988281
	Iteration 87Q: 3 clusters Score -3067811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3067819.250000 Penalty: 5008.988281
	Iteration 88Q: 3 clusters Score -3067819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3067820.250000 Penalty: 5008.988281
	Iteration 89Q: 3 clusters Score -3067820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3067821.250000 Penalty: 5008.988281
	Iteration 90Q: 3 clusters Score -3067821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3067825.250000 Penalty: 5008.988281
	Iteration 91Q: 3 clusters Score -3067825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3067829.500000 Penalty: 5008.988281
	Iteration 92Q: 3 clusters Score -3067830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3067830.750000 Penalty: 5008.988281
	Iteration 93Q: 3 clusters Score -3067831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3067829.500000 Penalty: 5008.988281
	Iteration 94Q: 3 clusters Score -3067830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3067834.750000 Penalty: 5008.988281
	Iteration 95Q: 3 clusters Score -3067835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3067835.000000 Penalty: 5008.988281
	Iteration 96Q: 3 clusters Score -3067835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3067837.500000 Penalty: 5008.988281
	Iteration 97Q: 3 clusters Score -3067838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3067839.500000 Penalty: 5008.988281
	Iteration 98Q: 3 clusters Score -3067840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3067838.000000 Penalty: 5008.988281
	Iteration 99Q: 3 clusters Score -3067838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3067841.500000 Penalty: 5008.988281
	Iteration 100F: 3 clusters Score -3067842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3067842.500000 Penalty: 5008.988281
	Iteration 101Q: 3 clusters Score -3067842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3067840.500000 Penalty: 5008.988281
	Iteration 102Q: 3 clusters Score -3067840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3067845.750000 Penalty: 5008.988281
	Iteration 103Q: 3 clusters Score -3067846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3067846.500000 Penalty: 5008.988281
	Iteration 104Q: 3 clusters Score -3067846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3067849.250000 Penalty: 5008.988281
	Iteration 105Q: 3 clusters Score -3067849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3067853.750000 Penalty: 5008.988281
	Iteration 106Q: 3 clusters Score -3067854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3067852.750000 Penalty: 5008.988281
	Iteration 107Q: 3 clusters Score -3067853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3067853.250000 Penalty: 5008.988281
	Iteration 108Q: 3 clusters Score -3067853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3067853.500000 Penalty: 5008.988281
	Iteration 109Q: 3 clusters Score -3067854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3067855.000000 Penalty: 5008.988281
	Iteration 110Q: 3 clusters Score -3067855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3067855.000000 Penalty: 5008.988281
	Iteration 111F: 3 clusters Score -3067855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (75023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Entering Unmasked Estep 
Score: -9331714.000000 Penalty: 2783.936279
	Iteration 0F: 2 clusters Score -9331714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -9281442.000000 Penalty: 5567.872559
	Iteration 0F: 3 clusters Score -9281442 nChanged 35181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -9301564.000000 Penalty: 5567.872559
	Iteration 1F: 3 clusters Score -9301564 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -9302687.000000 Penalty: 5567.872559
	Iteration 2Q: 3 clusters Score -9302687 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -9304342.000000 Penalty: 5567.872559
	Iteration 3Q: 3 clusters Score -9304342 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -9306889.000000 Penalty: 5567.872559
	Iteration 4F: 3 clusters Score -9306889 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -9310557.000000 Penalty: 5567.872559
	Iteration 5F: 3 clusters Score -9310557 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -9315334.000000 Penalty: 5567.872559
	Iteration 6F: 3 clusters Score -9315334 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -9320158.000000 Penalty: 5567.872559
	Iteration 7F: 3 clusters Score -9320158 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -9324134.000000 Penalty: 5567.872559
	Iteration 8F: 3 clusters Score -9324134 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -9326255.000000 Penalty: 5567.872559
	Iteration 9Q: 3 clusters Score -9326255 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -9327331.000000 Penalty: 5567.872559
	Iteration 10Q: 3 clusters Score -9327331 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -9327867.000000 Penalty: 5567.872559
	Iteration 11Q: 3 clusters Score -9327867 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -9328282.000000 Penalty: 5567.872559
	Iteration 12Q: 3 clusters Score -9328282 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -9328635.000000 Penalty: 5567.872559
	Iteration 13Q: 3 clusters Score -9328635 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -9328909.000000 Penalty: 5567.872559
	Iteration 14Q: 3 clusters Score -9328909 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -9329157.000000 Penalty: 5567.872559
	Iteration 15Q: 3 clusters Score -9329157 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -9329385.000000 Penalty: 5567.872559
	Iteration 16Q: 3 clusters Score -9329385 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9329530.000000 Penalty: 5567.872559
	Iteration 17Q: 3 clusters Score -9329530 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -9329703.000000 Penalty: 5567.872559
	Iteration 18Q: 3 clusters Score -9329703 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -9329870.000000 Penalty: 5567.872559
	Iteration 19Q: 3 clusters Score -9329870 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9329991.000000 Penalty: 5567.872559
	Iteration 20F: 3 clusters Score -9329991 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -9330023.000000 Penalty: 5567.872559
	Iteration 21Q: 3 clusters Score -9330023 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -9330081.000000 Penalty: 5567.872559
	Iteration 22Q: 3 clusters Score -9330081 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -9330194.000000 Penalty: 5567.872559
	Iteration 23Q: 3 clusters Score -9330194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -9330278.000000 Penalty: 5567.872559
	Iteration 24Q: 3 clusters Score -9330278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -9330329.000000 Penalty: 5567.872559
	Iteration 25Q: 3 clusters Score -9330329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -9330355.000000 Penalty: 5567.872559
	Iteration 26Q: 3 clusters Score -9330355 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -9330349.000000 Penalty: 5567.872559
	Iteration 27Q: 3 clusters Score -9330349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -9330368.000000 Penalty: 5567.872559
	Iteration 28Q: 3 clusters Score -9330368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -9330371.000000 Penalty: 5567.872559
	Iteration 29Q: 3 clusters Score -9330371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -9330389.000000 Penalty: 5567.872559
	Iteration 30Q: 3 clusters Score -9330389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -9330395.000000 Penalty: 5567.872559
	Iteration 31Q: 3 clusters Score -9330395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -9330410.000000 Penalty: 5567.872559
	Iteration 32Q: 3 clusters Score -9330410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -9330424.000000 Penalty: 5567.872559
	Iteration 33Q: 3 clusters Score -9330424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -9330435.000000 Penalty: 5567.872559
	Iteration 34Q: 3 clusters Score -9330435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9330454.000000 Penalty: 5567.872559
	Iteration 35Q: 3 clusters Score -9330454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -9330457.000000 Penalty: 5567.872559
	Iteration 36Q: 3 clusters Score -9330457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -9330471.000000 Penalty: 5567.872559
	Iteration 37Q: 3 clusters Score -9330471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -9330469.000000 Penalty: 5567.872559
	Iteration 38Q: 3 clusters Score -9330469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 72879 members 
Entering Unmasked Estep 
Score: -9330476.000000 Penalty: 5567.872559
	Iteration 39Q: 3 clusters Score -9330476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -9330471.000000 Penalty: 5567.872559
	Iteration 40F: 3 clusters Score -9330471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -9330482.000000 Penalty: 5567.872559
	Iteration 41Q: 3 clusters Score -9330482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -9330480.000000 Penalty: 5567.872559
	Iteration 42Q: 3 clusters Score -9330480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -9330477.000000 Penalty: 5567.872559
	Iteration 43Q: 3 clusters Score -9330477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -9330483.000000 Penalty: 5567.872559
	Iteration 44Q: 3 clusters Score -9330483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -9330476.000000 Penalty: 5567.872559
	Iteration 45Q: 3 clusters Score -9330476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -9330477.000000 Penalty: 5567.872559
	Iteration 46Q: 3 clusters Score -9330477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -9330473.000000 Penalty: 5567.872559
	Iteration 47Q: 3 clusters Score -9330473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 72924 members 
Entering Unmasked Estep 
Score: -9330472.000000 Penalty: 5567.872559
	Iteration 48Q: 3 clusters Score -9330472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -9330469.000000 Penalty: 5567.872559
	Iteration 49Q: 3 clusters Score -9330469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -9330470.000000 Penalty: 5567.872559
	Iteration 50Q: 3 clusters Score -9330470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -9330479.000000 Penalty: 5567.872559
	Iteration 51Q: 3 clusters Score -9330479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -9330482.000000 Penalty: 5567.872559
	Iteration 52Q: 3 clusters Score -9330482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -9330482.000000 Penalty: 5567.872559
	Iteration 53Q: 3 clusters Score -9330482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -9330481.000000 Penalty: 5567.872559
	Iteration 54Q: 3 clusters Score -9330481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -9330500.000000 Penalty: 5567.872559
	Iteration 55Q: 3 clusters Score -9330500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -9330500.000000 Penalty: 5567.872559
	Iteration 56Q: 3 clusters Score -9330500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -9330500.000000 Penalty: 5567.872559
	Iteration 57Q: 3 clusters Score -9330500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -9330505.000000 Penalty: 5567.872559
	Iteration 58Q: 3 clusters Score -9330505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -9330518.000000 Penalty: 5567.872559
	Iteration 59Q: 3 clusters Score -9330518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -9330526.000000 Penalty: 5567.872559
	Iteration 60F: 3 clusters Score -9330526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -9330523.000000 Penalty: 5567.872559
	Iteration 61Q: 3 clusters Score -9330523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -9330519.000000 Penalty: 5567.872559
	Iteration 62Q: 3 clusters Score -9330519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -9330519.000000 Penalty: 5567.872559
	Iteration 63F: 3 clusters Score -9330519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (312129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312129 members 
Entering Unmasked Estep 
Score: -38049568.000000 Penalty: 3137.490479
	Iteration 0F: 2 clusters Score -3.804957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -37860124.000000 Penalty: 6274.980957
	Iteration 0F: 3 clusters Score -3.786012e+07 nChanged 151180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -37949024.000000 Penalty: 6274.980957
	Iteration 1F: 3 clusters Score -3.794902e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 148084 members 
Entering Unmasked Estep 
Score: -37949988.000000 Penalty: 6274.980957
	Iteration 2Q: 3 clusters Score -3.794999e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -37951516.000000 Penalty: 6274.980957
	Iteration 3Q: 3 clusters Score -3.795152e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177506 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -37953832.000000 Penalty: 6274.980957
	Iteration 4Q: 3 clusters Score -3.795383e+07 nChanged 13956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189298 members 
Mstep: Class 2 contains 122831 members 
Entering Unmasked Estep 
Score: -37957984.000000 Penalty: 6274.980957
	Iteration 5Q: 3 clusters Score -3.795798e+07 nChanged 18401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205487 members 
Mstep: Class 2 contains 106642 members 
Entering Unmasked Estep 
Score: -37964896.000000 Penalty: 6274.980957
	Iteration 6F: 3 clusters Score -3.79649e+07 nChanged 22046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225213 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -37975748.000000 Penalty: 6274.980957
	Iteration 7F: 3 clusters Score -3.797575e+07 nChanged 23034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245685 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -37990032.000000 Penalty: 6274.980957
	Iteration 8F: 3 clusters Score -3.799003e+07 nChanged 20194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262959 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -38006112.000000 Penalty: 6274.980957
	Iteration 9F: 3 clusters Score -3.800611e+07 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274262 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -38018860.000000 Penalty: 6274.980957
	Iteration 10Q: 3 clusters Score -3.801886e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279609 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -38028284.000000 Penalty: 6274.980957
	Iteration 11Q: 3 clusters Score -3.802828e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280902 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -38033500.000000 Penalty: 6274.980957
	Iteration 12Q: 3 clusters Score -3.80335e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280798 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -38035816.000000 Penalty: 6274.980957
	Iteration 13Q: 3 clusters Score -3.803582e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280577 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -38037624.000000 Penalty: 6274.980957
	Iteration 14Q: 3 clusters Score -3.803762e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280233 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -38038860.000000 Penalty: 6274.980957
	Iteration 15Q: 3 clusters Score -3.803886e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279814 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -38040276.000000 Penalty: 6274.980957
	Iteration 16Q: 3 clusters Score -3.804028e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279341 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -38041256.000000 Penalty: 6274.980957
	Iteration 17Q: 3 clusters Score -3.804126e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278772 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -38042152.000000 Penalty: 6274.980957
	Iteration 18Q: 3 clusters Score -3.804215e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278130 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -38043052.000000 Penalty: 6274.980957
	Iteration 19Q: 3 clusters Score -3.804305e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277542 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -38043868.000000 Penalty: 6274.980957
	Iteration 20F: 3 clusters Score -3.804387e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276970 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -38044436.000000 Penalty: 6274.980957
	Iteration 21Q: 3 clusters Score -3.804444e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276367 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -38044688.000000 Penalty: 6274.980957
	Iteration 22Q: 3 clusters Score -3.804469e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275846 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -38045140.000000 Penalty: 6274.980957
	Iteration 23Q: 3 clusters Score -3.804514e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275343 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -38045488.000000 Penalty: 6274.980957
	Iteration 24Q: 3 clusters Score -3.804549e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274847 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -38045808.000000 Penalty: 6274.980957
	Iteration 25Q: 3 clusters Score -3.804581e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274396 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -38045888.000000 Penalty: 6274.980957
	Iteration 26Q: 3 clusters Score -3.804589e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274018 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -38045932.000000 Penalty: 6274.980957
	Iteration 27Q: 3 clusters Score -3.804593e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273664 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -38045960.000000 Penalty: 6274.980957
	Iteration 28Q: 3 clusters Score -3.804596e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273346 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -38045856.000000 Penalty: 6274.980957
	Iteration 29Q: 3 clusters Score -3.804586e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273058 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -38045908.000000 Penalty: 6274.980957
	Iteration 30Q: 3 clusters Score -3.804591e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272780 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -38045968.000000 Penalty: 6274.980957
	Iteration 31Q: 3 clusters Score -3.804597e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272555 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -38046056.000000 Penalty: 6274.980957
	Iteration 32Q: 3 clusters Score -3.804606e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272336 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -38046096.000000 Penalty: 6274.980957
	Iteration 33Q: 3 clusters Score -3.80461e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272147 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -38046160.000000 Penalty: 6274.980957
	Iteration 34Q: 3 clusters Score -3.804616e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272001 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -38046064.000000 Penalty: 6274.980957
	Iteration 35Q: 3 clusters Score -3.804606e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271853 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -38046072.000000 Penalty: 6274.980957
	Iteration 36Q: 3 clusters Score -3.804607e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271697 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -38046032.000000 Penalty: 6274.980957
	Iteration 37Q: 3 clusters Score -3.804603e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271560 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -38046044.000000 Penalty: 6274.980957
	Iteration 38Q: 3 clusters Score -3.804604e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271448 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -38046020.000000 Penalty: 6274.980957
	Iteration 39Q: 3 clusters Score -3.804602e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271347 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -38046040.000000 Penalty: 6274.980957
	Iteration 40F: 3 clusters Score -3.804604e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271229 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -38046024.000000 Penalty: 6274.980957
	Iteration 41Q: 3 clusters Score -3.804602e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271112 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -38046076.000000 Penalty: 6274.980957
	Iteration 42Q: 3 clusters Score -3.804608e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271023 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -38046092.000000 Penalty: 6274.980957
	Iteration 43Q: 3 clusters Score -3.804609e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270937 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -38046124.000000 Penalty: 6274.980957
	Iteration 44Q: 3 clusters Score -3.804612e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270857 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -38046192.000000 Penalty: 6274.980957
	Iteration 45Q: 3 clusters Score -3.804619e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270782 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -38046156.000000 Penalty: 6274.980957
	Iteration 46Q: 3 clusters Score -3.804616e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270720 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -38046192.000000 Penalty: 6274.980957
	Iteration 47Q: 3 clusters Score -3.804619e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270664 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -38046168.000000 Penalty: 6274.980957
	Iteration 48Q: 3 clusters Score -3.804617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270605 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -38046156.000000 Penalty: 6274.980957
	Iteration 49Q: 3 clusters Score -3.804616e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270547 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -38046136.000000 Penalty: 6274.980957
	Iteration 50Q: 3 clusters Score -3.804614e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270485 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -38046116.000000 Penalty: 6274.980957
	Iteration 51Q: 3 clusters Score -3.804612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270424 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -38046108.000000 Penalty: 6274.980957
	Iteration 52Q: 3 clusters Score -3.804611e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270357 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -38046088.000000 Penalty: 6274.980957
	Iteration 53Q: 3 clusters Score -3.804609e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270296 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -38046088.000000 Penalty: 6274.980957
	Iteration 54Q: 3 clusters Score -3.804609e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270243 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -38046024.000000 Penalty: 6274.980957
	Iteration 55Q: 3 clusters Score -3.804602e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270190 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -38046024.000000 Penalty: 6274.980957
	Iteration 56Q: 3 clusters Score -3.804602e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270132 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -38045988.000000 Penalty: 6274.980957
	Iteration 57Q: 3 clusters Score -3.804599e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270075 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -38045980.000000 Penalty: 6274.980957
	Iteration 58Q: 3 clusters Score -3.804598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270022 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -38046004.000000 Penalty: 6274.980957
	Iteration 59Q: 3 clusters Score -3.8046e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269977 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -38046008.000000 Penalty: 6274.980957
	Iteration 60F: 3 clusters Score -3.804601e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269936 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -38046024.000000 Penalty: 6274.980957
	Iteration 61Q: 3 clusters Score -3.804602e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269891 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -38046036.000000 Penalty: 6274.980957
	Iteration 62Q: 3 clusters Score -3.804604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269847 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -38046016.000000 Penalty: 6274.980957
	Iteration 63Q: 3 clusters Score -3.804602e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269804 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -38046020.000000 Penalty: 6274.980957
	Iteration 64Q: 3 clusters Score -3.804602e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269758 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -38046036.000000 Penalty: 6274.980957
	Iteration 65Q: 3 clusters Score -3.804604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269712 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -38046048.000000 Penalty: 6274.980957
	Iteration 66Q: 3 clusters Score -3.804605e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269667 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -38046036.000000 Penalty: 6274.980957
	Iteration 67Q: 3 clusters Score -3.804604e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269620 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -38045972.000000 Penalty: 6274.980957
	Iteration 68Q: 3 clusters Score -3.804597e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269579 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -38045924.000000 Penalty: 6274.980957
	Iteration 69Q: 3 clusters Score -3.804592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269533 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -38046000.000000 Penalty: 6274.980957
	Iteration 70Q: 3 clusters Score -3.8046e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269491 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -38045988.000000 Penalty: 6274.980957
	Iteration 71Q: 3 clusters Score -3.804599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269454 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -38045972.000000 Penalty: 6274.980957
	Iteration 72Q: 3 clusters Score -3.804597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269417 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -38045956.000000 Penalty: 6274.980957
	Iteration 73Q: 3 clusters Score -3.804596e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269385 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -38045924.000000 Penalty: 6274.980957
	Iteration 74Q: 3 clusters Score -3.804592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269356 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -38045936.000000 Penalty: 6274.980957
	Iteration 75Q: 3 clusters Score -3.804594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269333 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -38045908.000000 Penalty: 6274.980957
	Iteration 76Q: 3 clusters Score -3.804591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269312 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -38045852.000000 Penalty: 6274.980957
	Iteration 77Q: 3 clusters Score -3.804585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269297 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -38045872.000000 Penalty: 6274.980957
	Iteration 78Q: 3 clusters Score -3.804587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269284 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -38045852.000000 Penalty: 6274.980957
	Iteration 79Q: 3 clusters Score -3.804585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269271 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -38045852.000000 Penalty: 6274.980957
	Iteration 80F: 3 clusters Score -3.804585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269259 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -38045860.000000 Penalty: 6274.980957
	Iteration 81Q: 3 clusters Score -3.804586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269254 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -38045880.000000 Penalty: 6274.980957
	Iteration 82Q: 3 clusters Score -3.804588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269244 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -38045864.000000 Penalty: 6274.980957
	Iteration 83Q: 3 clusters Score -3.804586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269233 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -38045872.000000 Penalty: 6274.980957
	Iteration 84Q: 3 clusters Score -3.804587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269220 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -38045884.000000 Penalty: 6274.980957
	Iteration 85Q: 3 clusters Score -3.804588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269210 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -38045880.000000 Penalty: 6274.980957
	Iteration 86Q: 3 clusters Score -3.804588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269198 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -38045884.000000 Penalty: 6274.980957
	Iteration 87Q: 3 clusters Score -3.804588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269193 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -38045888.000000 Penalty: 6274.980957
	Iteration 88Q: 3 clusters Score -3.804589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269189 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -38045868.000000 Penalty: 6274.980957
	Iteration 89Q: 3 clusters Score -3.804587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269187 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -38045876.000000 Penalty: 6274.980957
	Iteration 90Q: 3 clusters Score -3.804588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269179 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -38045864.000000 Penalty: 6274.980957
	Iteration 91Q: 3 clusters Score -3.804586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269171 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -38045872.000000 Penalty: 6274.980957
	Iteration 92Q: 3 clusters Score -3.804587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269165 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -38045872.000000 Penalty: 6274.980957
	Iteration 93Q: 3 clusters Score -3.804587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269160 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -38045888.000000 Penalty: 6274.980957
	Iteration 94Q: 3 clusters Score -3.804589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269158 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -38045880.000000 Penalty: 6274.980957
	Iteration 95Q: 3 clusters Score -3.804588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269154 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -38045880.000000 Penalty: 6274.980957
	Iteration 96Q: 3 clusters Score -3.804588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269149 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -38045888.000000 Penalty: 6274.980957
	Iteration 97Q: 3 clusters Score -3.804589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269140 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -38045888.000000 Penalty: 6274.980957
	Iteration 98Q: 3 clusters Score -3.804589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269132 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -38045860.000000 Penalty: 6274.980957
	Iteration 99Q: 3 clusters Score -3.804586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269128 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -38045864.000000 Penalty: 6274.980957
	Iteration 100F: 3 clusters Score -3.804586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269125 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -38045848.000000 Penalty: 6274.980957
	Iteration 101Q: 3 clusters Score -3.804585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269116 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -38045876.000000 Penalty: 6274.980957
	Iteration 102Q: 3 clusters Score -3.804588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269110 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -38045848.000000 Penalty: 6274.980957
	Iteration 103Q: 3 clusters Score -3.804585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269108 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -38045876.000000 Penalty: 6274.980957
	Iteration 104Q: 3 clusters Score -3.804588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269102 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -38045872.000000 Penalty: 6274.980957
	Iteration 105Q: 3 clusters Score -3.804587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269099 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -38045864.000000 Penalty: 6274.980957
	Iteration 106Q: 3 clusters Score -3.804586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269095 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -38045872.000000 Penalty: 6274.980957
	Iteration 107Q: 3 clusters Score -3.804587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269093 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3.804588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269093 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -38045880.000000 Penalty: 6274.980957
	Iteration 109F: 3 clusters Score -3.804588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 186208 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 6 contains 24628 members 
Mstep: Class 7 contains 153344 members 
Mstep: Class 8 contains 962 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 2080 members 
Mstep: Class 11 contains 867 members 
Mstep: Class 12 contains 153209 members 
Mstep: Class 13 contains 89970 members 
Mstep: Class 14 contains 19729 members 
Mstep: Class 15 contains 18818 members 
Mstep: Class 17 contains 4019 members 
Mstep: Class 18 contains 153526 members 
Mstep: Class 19 contains 159137 members 
Mstep: Class 20 contains 71393 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 75023 members 
Mstep: Class 24 contains 312129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194567488.000000 Penalty: 92160.671875
Iteration 39Q: 27 clusters Score -1.945675e+08 nChanged 26222
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 185263 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 57973 members 
Mstep: Class 5 contains 63408 members 
Mstep: Class 6 contains 24778 members 
Mstep: Class 7 contains 153595 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 1146 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 870 members 
Mstep: Class 12 contains 153096 members 
Mstep: Class 13 contains 90405 members 
Mstep: Class 14 contains 19679 members 
Mstep: Class 15 contains 18850 members 
Mstep: Class 16 contains 6000 members 
Mstep: Class 17 contains 3972 members 
Mstep: Class 18 contains 153800 members 
Mstep: Class 19 contains 158981 members 
Mstep: Class 20 contains 71310 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 24433 members 
Mstep: Class 23 contains 76301 members 
Mstep: Class 24 contains 311074 members 
Mstep: Class 25 contains 6957 members 
Mstep: Class 26 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194573392.000000 Penalty: 92160.671875
Iteration 40F: 27 clusters Score -1.945734e+08 nChanged 29010
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 183886 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 4 contains 58957 members 
Mstep: Class 5 contains 65254 members 
Mstep: Class 6 contains 24818 members 
Mstep: Class 7 contains 153482 members 
Mstep: Class 8 contains 990 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 873 members 
Mstep: Class 12 contains 152311 members 
Mstep: Class 13 contains 90712 members 
Mstep: Class 14 contains 19725 members 
Mstep: Class 15 contains 18832 members 
Mstep: Class 16 contains 6284 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 154038 members 
Mstep: Class 19 contains 158764 members 
Mstep: Class 20 contains 71829 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 24612 members 
Mstep: Class 23 contains 77648 members 
Mstep: Class 24 contains 306790 members 
Mstep: Class 25 contains 7583 members 
Mstep: Class 26 contains 10322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194580112.000000 Penalty: 92160.671875
Iteration 41Q: 27 clusters Score -1.945801e+08 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 182474 members 
Mstep: Class 3 contains 3632 members 
Mstep: Class 4 contains 59997 members 
Mstep: Class 5 contains 66709 members 
Mstep: Class 6 contains 24875 members 
Mstep: Class 7 contains 153373 members 
Mstep: Class 8 contains 1003 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 877 members 
Mstep: Class 12 contains 151716 members 
Mstep: Class 13 contains 90970 members 
Mstep: Class 14 contains 19864 members 
Mstep: Class 15 contains 18839 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 153579 members 
Mstep: Class 19 contains 157856 members 
Mstep: Class 20 contains 72146 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 24762 members 
Mstep: Class 23 contains 78904 members 
Mstep: Class 24 contains 304617 members 
Mstep: Class 25 contains 8095 members 
Mstep: Class 26 contains 10732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194584720.000000 Penalty: 92160.671875
Iteration 42Q: 27 clusters Score -1.945847e+08 nChanged 29360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 181328 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 4 contains 61013 members 
Mstep: Class 5 contains 67959 members 
Mstep: Class 6 contains 24954 members 
Mstep: Class 7 contains 153291 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 151286 members 
Mstep: Class 13 contains 91156 members 
Mstep: Class 14 contains 20070 members 
Mstep: Class 15 contains 18835 members 
Mstep: Class 16 contains 6559 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 18 contains 153309 members 
Mstep: Class 19 contains 156867 members 
Mstep: Class 20 contains 72226 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 24920 members 
Mstep: Class 23 contains 80083 members 
Mstep: Class 24 contains 302642 members 
Mstep: Class 25 contains 8552 members 
Mstep: Class 26 contains 11054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194589296.000000 Penalty: 92160.671875
Iteration 43Q: 27 clusters Score -1.945893e+08 nChanged 28365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 180296 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 62048 members 
Mstep: Class 5 contains 69022 members 
Mstep: Class 6 contains 25073 members 
Mstep: Class 7 contains 153295 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 880 members 
Mstep: Class 12 contains 150881 members 
Mstep: Class 13 contains 91265 members 
Mstep: Class 14 contains 20244 members 
Mstep: Class 15 contains 18830 members 
Mstep: Class 16 contains 6632 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 153258 members 
Mstep: Class 19 contains 156159 members 
Mstep: Class 20 contains 72203 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 25060 members 
Mstep: Class 23 contains 81218 members 
Mstep: Class 24 contains 300504 members 
Mstep: Class 25 contains 8989 members 
Mstep: Class 26 contains 11297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194592288.000000 Penalty: 92160.671875
Iteration 44Q: 27 clusters Score -1.945923e+08 nChanged 26917
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 179515 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 63100 members 
Mstep: Class 5 contains 69852 members 
Mstep: Class 6 contains 25156 members 
Mstep: Class 7 contains 153263 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 1138 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 150521 members 
Mstep: Class 13 contains 91300 members 
Mstep: Class 14 contains 20468 members 
Mstep: Class 15 contains 18826 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 153498 members 
Mstep: Class 19 contains 155743 members 
Mstep: Class 20 contains 72117 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 25195 members 
Mstep: Class 23 contains 82263 members 
Mstep: Class 24 contains 298048 members 
Mstep: Class 25 contains 9411 members 
Mstep: Class 26 contains 11513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194595760.000000 Penalty: 92160.671875
Iteration 45Q: 27 clusters Score -1.945958e+08 nChanged 25457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 178767 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 64151 members 
Mstep: Class 5 contains 70530 members 
Mstep: Class 6 contains 25250 members 
Mstep: Class 7 contains 153274 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 150192 members 
Mstep: Class 13 contains 91343 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 18809 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 153912 members 
Mstep: Class 19 contains 155639 members 
Mstep: Class 20 contains 71981 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 25346 members 
Mstep: Class 23 contains 83200 members 
Mstep: Class 24 contains 295391 members 
Mstep: Class 25 contains 9795 members 
Mstep: Class 26 contains 11703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194600016.000000 Penalty: 92160.671875
Iteration 46Q: 27 clusters Score -1.946e+08 nChanged 24493
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 178041 members 
Mstep: Class 3 contains 4278 members 
Mstep: Class 4 contains 65131 members 
Mstep: Class 5 contains 71072 members 
Mstep: Class 6 contains 25392 members 
Mstep: Class 7 contains 153166 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 149923 members 
Mstep: Class 13 contains 91427 members 
Mstep: Class 14 contains 20872 members 
Mstep: Class 15 contains 18783 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 154477 members 
Mstep: Class 19 contains 155658 members 
Mstep: Class 20 contains 71813 members 
Mstep: Class 21 contains 1765 members 
Mstep: Class 22 contains 25506 members 
Mstep: Class 23 contains 84038 members 
Mstep: Class 24 contains 292799 members 
Mstep: Class 25 contains 10140 members 
Mstep: Class 26 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194603520.000000 Penalty: 92160.671875
Iteration 47Q: 27 clusters Score -1.946035e+08 nChanged 23645
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 177402 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 66074 members 
Mstep: Class 5 contains 71554 members 
Mstep: Class 6 contains 25513 members 
Mstep: Class 7 contains 153133 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 149694 members 
Mstep: Class 13 contains 91496 members 
Mstep: Class 14 contains 21157 members 
Mstep: Class 15 contains 18730 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 155125 members 
Mstep: Class 19 contains 155685 members 
Mstep: Class 20 contains 71564 members 
Mstep: Class 21 contains 1764 members 
Mstep: Class 22 contains 25674 members 
Mstep: Class 23 contains 84799 members 
Mstep: Class 24 contains 290165 members 
Mstep: Class 25 contains 10471 members 
Mstep: Class 26 contains 11960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194605872.000000 Penalty: 92160.671875
Iteration 48Q: 27 clusters Score -1.946059e+08 nChanged 22933
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 176758 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 67089 members 
Mstep: Class 5 contains 71978 members 
Mstep: Class 6 contains 25655 members 
Mstep: Class 7 contains 153174 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 149571 members 
Mstep: Class 13 contains 91445 members 
Mstep: Class 14 contains 21467 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 6799 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 155990 members 
Mstep: Class 19 contains 155981 members 
Mstep: Class 20 contains 71380 members 
Mstep: Class 21 contains 1766 members 
Mstep: Class 22 contains 25820 members 
Mstep: Class 23 contains 85437 members 
Mstep: Class 24 contains 287089 members 
Mstep: Class 25 contains 10772 members 
Mstep: Class 26 contains 12032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194608912.000000 Penalty: 92160.671875
Iteration 49Q: 27 clusters Score -1.946089e+08 nChanged 22732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 176139 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 68047 members 
Mstep: Class 5 contains 72389 members 
Mstep: Class 6 contains 25800 members 
Mstep: Class 7 contains 153247 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 887 members 
Mstep: Class 12 contains 149601 members 
Mstep: Class 13 contains 91342 members 
Mstep: Class 14 contains 21836 members 
Mstep: Class 15 contains 18647 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 2264 members 
Mstep: Class 18 contains 157117 members 
Mstep: Class 19 contains 156360 members 
Mstep: Class 20 contains 71167 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 26008 members 
Mstep: Class 23 contains 86026 members 
Mstep: Class 24 contains 283564 members 
Mstep: Class 25 contains 11022 members 
Mstep: Class 26 contains 12089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194610320.000000 Penalty: 92160.671875
Iteration 50Q: 27 clusters Score -1.946103e+08 nChanged 22321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 175608 members 
Mstep: Class 3 contains 4761 members 
Mstep: Class 4 contains 68870 members 
Mstep: Class 5 contains 72755 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 153392 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 149722 members 
Mstep: Class 13 contains 91175 members 
Mstep: Class 14 contains 22290 members 
Mstep: Class 15 contains 18613 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 158647 members 
Mstep: Class 19 contains 157105 members 
Mstep: Class 20 contains 70873 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 26261 members 
Mstep: Class 23 contains 86654 members 
Mstep: Class 24 contains 279228 members 
Mstep: Class 25 contains 11249 members 
Mstep: Class 26 contains 12162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194613264.000000 Penalty: 92160.671875
Iteration 51Q: 27 clusters Score -1.946133e+08 nChanged 21589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 175184 members 
Mstep: Class 3 contains 4837 members 
Mstep: Class 4 contains 69689 members 
Mstep: Class 5 contains 73072 members 
Mstep: Class 6 contains 26020 members 
Mstep: Class 7 contains 153547 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2579 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 149776 members 
Mstep: Class 13 contains 90965 members 
Mstep: Class 14 contains 22834 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 160947 members 
Mstep: Class 19 contains 158223 members 
Mstep: Class 20 contains 70554 members 
Mstep: Class 21 contains 1767 members 
Mstep: Class 22 contains 26478 members 
Mstep: Class 23 contains 87267 members 
Mstep: Class 24 contains 273827 members 
Mstep: Class 25 contains 11458 members 
Mstep: Class 26 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194615472.000000 Penalty: 92160.671875
Iteration 52Q: 27 clusters Score -1.946155e+08 nChanged 21647
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 174775 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 70545 members 
Mstep: Class 5 contains 73334 members 
Mstep: Class 6 contains 26154 members 
Mstep: Class 7 contains 153614 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 149905 members 
Mstep: Class 13 contains 90655 members 
Mstep: Class 14 contains 23504 members 
Mstep: Class 15 contains 18539 members 
Mstep: Class 16 contains 6858 members 
Mstep: Class 17 contains 1970 members 
Mstep: Class 18 contains 163722 members 
Mstep: Class 19 contains 159723 members 
Mstep: Class 20 contains 70236 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 26780 members 
Mstep: Class 23 contains 87919 members 
Mstep: Class 24 contains 267467 members 
Mstep: Class 25 contains 11620 members 
Mstep: Class 26 contains 12280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194617728.000000 Penalty: 92160.671875
Iteration 53Q: 27 clusters Score -1.946177e+08 nChanged 21783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 174300 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 71303 members 
Mstep: Class 5 contains 73498 members 
Mstep: Class 6 contains 26304 members 
Mstep: Class 7 contains 153761 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 150141 members 
Mstep: Class 13 contains 90388 members 
Mstep: Class 14 contains 24221 members 
Mstep: Class 15 contains 18500 members 
Mstep: Class 16 contains 6869 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 167035 members 
Mstep: Class 19 contains 161366 members 
Mstep: Class 20 contains 70006 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 27127 members 
Mstep: Class 23 contains 88541 members 
Mstep: Class 24 contains 260344 members 
Mstep: Class 25 contains 11783 members 
Mstep: Class 26 contains 12301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194619456.000000 Penalty: 92160.671875
Iteration 54Q: 27 clusters Score -1.946195e+08 nChanged 22133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 173863 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 72019 members 
Mstep: Class 5 contains 73581 members 
Mstep: Class 6 contains 26480 members 
Mstep: Class 7 contains 154002 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 150393 members 
Mstep: Class 13 contains 90100 members 
Mstep: Class 14 contains 24970 members 
Mstep: Class 15 contains 18417 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 170727 members 
Mstep: Class 19 contains 163009 members 
Mstep: Class 20 contains 69836 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 27543 members 
Mstep: Class 23 contains 89085 members 
Mstep: Class 24 contains 252789 members 
Mstep: Class 25 contains 11923 members 
Mstep: Class 26 contains 12331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194620192.000000 Penalty: 92160.671875
Iteration 55Q: 27 clusters Score -1.946202e+08 nChanged 23009
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 173566 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 72707 members 
Mstep: Class 5 contains 73622 members 
Mstep: Class 6 contains 26658 members 
Mstep: Class 7 contains 154222 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2698 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 150728 members 
Mstep: Class 13 contains 89780 members 
Mstep: Class 14 contains 25759 members 
Mstep: Class 15 contains 18329 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 175037 members 
Mstep: Class 19 contains 164691 members 
Mstep: Class 20 contains 69776 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 27956 members 
Mstep: Class 23 contains 89562 members 
Mstep: Class 24 contains 244488 members 
Mstep: Class 25 contains 12048 members 
Mstep: Class 26 contains 12294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621120.000000 Penalty: 92160.671875
Iteration 56Q: 27 clusters Score -1.946211e+08 nChanged 23684
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 173285 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 73262 members 
Mstep: Class 5 contains 73585 members 
Mstep: Class 6 contains 26778 members 
Mstep: Class 7 contains 154437 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2712 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 151038 members 
Mstep: Class 13 contains 89419 members 
Mstep: Class 14 contains 26621 members 
Mstep: Class 15 contains 18250 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 179923 members 
Mstep: Class 19 contains 166237 members 
Mstep: Class 20 contains 69804 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 28441 members 
Mstep: Class 23 contains 89972 members 
Mstep: Class 24 contains 235882 members 
Mstep: Class 25 contains 12128 members 
Mstep: Class 26 contains 12305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194623360.000000 Penalty: 92160.671875
Iteration 57Q: 27 clusters Score -1.946234e+08 nChanged 24492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 172998 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 73858 members 
Mstep: Class 5 contains 73580 members 
Mstep: Class 6 contains 26963 members 
Mstep: Class 7 contains 154671 members 
Mstep: Class 8 contains 1069 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 151308 members 
Mstep: Class 13 contains 89088 members 
Mstep: Class 14 contains 27432 members 
Mstep: Class 15 contains 18218 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 185177 members 
Mstep: Class 19 contains 167556 members 
Mstep: Class 20 contains 69880 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 29028 members 
Mstep: Class 23 contains 90263 members 
Mstep: Class 24 contains 226977 members 
Mstep: Class 25 contains 12179 members 
Mstep: Class 26 contains 12322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194625472.000000 Penalty: 92160.671875
Iteration 58Q: 27 clusters Score -1.946255e+08 nChanged 25135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 172795 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 74450 members 
Mstep: Class 5 contains 73586 members 
Mstep: Class 6 contains 27101 members 
Mstep: Class 7 contains 155032 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2734 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 151567 members 
Mstep: Class 13 contains 88761 members 
Mstep: Class 14 contains 28273 members 
Mstep: Class 15 contains 18184 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 190442 members 
Mstep: Class 19 contains 168442 members 
Mstep: Class 20 contains 70258 members 
Mstep: Class 21 contains 1769 members 
Mstep: Class 22 contains 29676 members 
Mstep: Class 23 contains 90471 members 
Mstep: Class 24 contains 218048 members 
Mstep: Class 25 contains 12222 members 
Mstep: Class 26 contains 12332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626960.000000 Penalty: 92160.671875
Iteration 59Q: 27 clusters Score -1.94627e+08 nChanged 25348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 172699 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 75099 members 
Mstep: Class 5 contains 73590 members 
Mstep: Class 6 contains 27216 members 
Mstep: Class 7 contains 155490 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 151836 members 
Mstep: Class 13 contains 88519 members 
Mstep: Class 14 contains 29071 members 
Mstep: Class 15 contains 18098 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 1891 members 
Mstep: Class 18 contains 195529 members 
Mstep: Class 19 contains 168911 members 
Mstep: Class 20 contains 70737 members 
Mstep: Class 21 contains 1768 members 
Mstep: Class 22 contains 30364 members 
Mstep: Class 23 contains 90665 members 
Mstep: Class 24 contains 209366 members 
Mstep: Class 25 contains 12284 members 
Mstep: Class 26 contains 12337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194630240.000000 Penalty: 92160.671875
Iteration 60F: 27 clusters Score -1.946302e+08 nChanged 25795
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 172591 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 75767 members 
Mstep: Class 5 contains 73615 members 
Mstep: Class 6 contains 27325 members 
Mstep: Class 7 contains 156037 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 1139 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 152096 members 
Mstep: Class 13 contains 88148 members 
Mstep: Class 14 contains 29990 members 
Mstep: Class 15 contains 18031 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 200606 members 
Mstep: Class 19 contains 169096 members 
Mstep: Class 20 contains 71273 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 31103 members 
Mstep: Class 23 contains 90870 members 
Mstep: Class 24 contains 200678 members 
Mstep: Class 25 contains 12362 members 
Mstep: Class 26 contains 12348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194631712.000000 Penalty: 92160.671875
Iteration 61Q: 27 clusters Score -1.946317e+08 nChanged 26320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 172546 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 76473 members 
Mstep: Class 5 contains 73636 members 
Mstep: Class 6 contains 27473 members 
Mstep: Class 7 contains 156743 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 2854 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 152432 members 
Mstep: Class 13 contains 87760 members 
Mstep: Class 14 contains 30938 members 
Mstep: Class 15 contains 17965 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 205407 members 
Mstep: Class 19 contains 168807 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 1759 members 
Mstep: Class 22 contains 31914 members 
Mstep: Class 23 contains 91083 members 
Mstep: Class 24 contains 192242 members 
Mstep: Class 25 contains 12414 members 
Mstep: Class 26 contains 12352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194632688.000000 Penalty: 92160.671875
Iteration 62Q: 27 clusters Score -1.946327e+08 nChanged 26116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 172557 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 77265 members 
Mstep: Class 5 contains 73678 members 
Mstep: Class 6 contains 27602 members 
Mstep: Class 7 contains 157704 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 2884 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 152842 members 
Mstep: Class 13 contains 87396 members 
Mstep: Class 14 contains 31922 members 
Mstep: Class 15 contains 17908 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 1943 members 
Mstep: Class 18 contains 209409 members 
Mstep: Class 19 contains 168200 members 
Mstep: Class 20 contains 72594 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 32783 members 
Mstep: Class 23 contains 91273 members 
Mstep: Class 24 contains 184341 members 
Mstep: Class 25 contains 12459 members 
Mstep: Class 26 contains 12330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633504.000000 Penalty: 92160.671875
Iteration 63Q: 27 clusters Score -1.946335e+08 nChanged 26079
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 172620 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 78085 members 
Mstep: Class 5 contains 73748 members 
Mstep: Class 6 contains 27730 members 
Mstep: Class 7 contains 158946 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 2912 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153096 members 
Mstep: Class 13 contains 87024 members 
Mstep: Class 14 contains 32937 members 
Mstep: Class 15 contains 17851 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 212601 members 
Mstep: Class 19 contains 167239 members 
Mstep: Class 20 contains 73336 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 33702 members 
Mstep: Class 23 contains 91423 members 
Mstep: Class 24 contains 177265 members 
Mstep: Class 25 contains 12526 members 
Mstep: Class 26 contains 12303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635680.000000 Penalty: 92160.671875
Iteration 64Q: 27 clusters Score -1.946357e+08 nChanged 25483
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 172749 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 79040 members 
Mstep: Class 5 contains 73867 members 
Mstep: Class 6 contains 27818 members 
Mstep: Class 7 contains 160327 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 2928 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153252 members 
Mstep: Class 13 contains 86594 members 
Mstep: Class 14 contains 33953 members 
Mstep: Class 15 contains 17817 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 214437 members 
Mstep: Class 19 contains 166248 members 
Mstep: Class 20 contains 74264 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 34651 members 
Mstep: Class 23 contains 91545 members 
Mstep: Class 24 contains 171204 members 
Mstep: Class 25 contains 12604 members 
Mstep: Class 26 contains 12279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636560.000000 Penalty: 92160.671875
Iteration 65Q: 27 clusters Score -1.946366e+08 nChanged 24677
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 172949 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 80069 members 
Mstep: Class 5 contains 74047 members 
Mstep: Class 6 contains 27922 members 
Mstep: Class 7 contains 161706 members 
Mstep: Class 8 contains 1072 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 2952 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153373 members 
Mstep: Class 13 contains 86153 members 
Mstep: Class 14 contains 34944 members 
Mstep: Class 15 contains 17781 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 1988 members 
Mstep: Class 18 contains 215261 members 
Mstep: Class 19 contains 165445 members 
Mstep: Class 20 contains 75204 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 35557 members 
Mstep: Class 23 contains 91642 members 
Mstep: Class 24 contains 165872 members 
Mstep: Class 25 contains 12675 members 
Mstep: Class 26 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637424.000000 Penalty: 92160.671875
Iteration 66Q: 27 clusters Score -1.946374e+08 nChanged 23623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 173146 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 81108 members 
Mstep: Class 5 contains 74213 members 
Mstep: Class 6 contains 28060 members 
Mstep: Class 7 contains 163070 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 2992 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153415 members 
Mstep: Class 13 contains 85702 members 
Mstep: Class 14 contains 35881 members 
Mstep: Class 15 contains 17727 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 2004 members 
Mstep: Class 18 contains 215328 members 
Mstep: Class 19 contains 164615 members 
Mstep: Class 20 contains 76121 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 36450 members 
Mstep: Class 23 contains 91780 members 
Mstep: Class 24 contains 161407 members 
Mstep: Class 25 contains 12755 members 
Mstep: Class 26 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638384.000000 Penalty: 92160.671875
Iteration 67Q: 27 clusters Score -1.946384e+08 nChanged 22447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 173289 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 82169 members 
Mstep: Class 5 contains 74398 members 
Mstep: Class 6 contains 28185 members 
Mstep: Class 7 contains 164345 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153368 members 
Mstep: Class 13 contains 85215 members 
Mstep: Class 14 contains 36793 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2009 members 
Mstep: Class 18 contains 214902 members 
Mstep: Class 19 contains 163992 members 
Mstep: Class 20 contains 77036 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 37369 members 
Mstep: Class 23 contains 91838 members 
Mstep: Class 24 contains 157638 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639504.000000 Penalty: 92160.671875
Iteration 68Q: 27 clusters Score -1.946395e+08 nChanged 21542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 173262 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 83177 members 
Mstep: Class 5 contains 74612 members 
Mstep: Class 6 contains 28292 members 
Mstep: Class 7 contains 165507 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3061 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153279 members 
Mstep: Class 13 contains 84717 members 
Mstep: Class 14 contains 37659 members 
Mstep: Class 15 contains 17599 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2022 members 
Mstep: Class 18 contains 213940 members 
Mstep: Class 19 contains 163609 members 
Mstep: Class 20 contains 77955 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 38263 members 
Mstep: Class 23 contains 91939 members 
Mstep: Class 24 contains 154555 members 
Mstep: Class 25 contains 12840 members 
Mstep: Class 26 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640720.000000 Penalty: 92160.671875
Iteration 69Q: 27 clusters Score -1.946407e+08 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 173186 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 84152 members 
Mstep: Class 5 contains 74823 members 
Mstep: Class 6 contains 28484 members 
Mstep: Class 7 contains 166440 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 153129 members 
Mstep: Class 13 contains 84183 members 
Mstep: Class 14 contains 38436 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 212737 members 
Mstep: Class 19 contains 163281 members 
Mstep: Class 20 contains 78827 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 39138 members 
Mstep: Class 23 contains 91991 members 
Mstep: Class 24 contains 152129 members 
Mstep: Class 25 contains 12885 members 
Mstep: Class 26 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194641904.000000 Penalty: 92160.671875
Iteration 70Q: 27 clusters Score -1.946419e+08 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 172989 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 85096 members 
Mstep: Class 5 contains 75013 members 
Mstep: Class 6 contains 28683 members 
Mstep: Class 7 contains 167111 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3113 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 152950 members 
Mstep: Class 13 contains 83662 members 
Mstep: Class 14 contains 39179 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 211373 members 
Mstep: Class 19 contains 163232 members 
Mstep: Class 20 contains 79686 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 39938 members 
Mstep: Class 23 contains 92010 members 
Mstep: Class 24 contains 150155 members 
Mstep: Class 25 contains 12928 members 
Mstep: Class 26 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644192.000000 Penalty: 92160.671875
Iteration 71Q: 27 clusters Score -1.946442e+08 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 172672 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 86028 members 
Mstep: Class 5 contains 75211 members 
Mstep: Class 6 contains 28880 members 
Mstep: Class 7 contains 167596 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 152698 members 
Mstep: Class 13 contains 83172 members 
Mstep: Class 14 contains 39847 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 16 contains 6858 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 209969 members 
Mstep: Class 19 contains 163336 members 
Mstep: Class 20 contains 80563 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 40575 members 
Mstep: Class 23 contains 92034 members 
Mstep: Class 24 contains 148634 members 
Mstep: Class 25 contains 12962 members 
Mstep: Class 26 contains 12151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644992.000000 Penalty: 92160.671875
Iteration 72Q: 27 clusters Score -1.94645e+08 nChanged 16746
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 172481 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 86869 members 
Mstep: Class 5 contains 75397 members 
Mstep: Class 6 contains 29055 members 
Mstep: Class 7 contains 167812 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 152377 members 
Mstep: Class 13 contains 82744 members 
Mstep: Class 14 contains 40450 members 
Mstep: Class 15 contains 17559 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 208344 members 
Mstep: Class 19 contains 163581 members 
Mstep: Class 20 contains 81513 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 41192 members 
Mstep: Class 23 contains 92039 members 
Mstep: Class 24 contains 147493 members 
Mstep: Class 25 contains 12971 members 
Mstep: Class 26 contains 12148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645856.000000 Penalty: 92160.671875
Iteration 73Q: 27 clusters Score -1.946459e+08 nChanged 15851
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 172232 members 
Mstep: Class 3 contains 5057 members 
Mstep: Class 4 contains 87630 members 
Mstep: Class 5 contains 75618 members 
Mstep: Class 6 contains 29281 members 
Mstep: Class 7 contains 167775 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 152079 members 
Mstep: Class 13 contains 82330 members 
Mstep: Class 14 contains 41012 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 206419 members 
Mstep: Class 19 contains 164064 members 
Mstep: Class 20 contains 82579 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 41796 members 
Mstep: Class 23 contains 92048 members 
Mstep: Class 24 contains 146612 members 
Mstep: Class 25 contains 12984 members 
Mstep: Class 26 contains 12132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194646816.000000 Penalty: 92160.671875
Iteration 74Q: 27 clusters Score -1.946468e+08 nChanged 14957
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 171923 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 88354 members 
Mstep: Class 5 contains 75807 members 
Mstep: Class 6 contains 29540 members 
Mstep: Class 7 contains 167502 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3227 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 151798 members 
Mstep: Class 13 contains 81911 members 
Mstep: Class 14 contains 41544 members 
Mstep: Class 15 contains 17500 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 204476 members 
Mstep: Class 19 contains 164617 members 
Mstep: Class 20 contains 83727 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 42340 members 
Mstep: Class 23 contains 92023 members 
Mstep: Class 24 contains 146058 members 
Mstep: Class 25 contains 12970 members 
Mstep: Class 26 contains 12130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194646992.000000 Penalty: 92160.671875
Iteration 75Q: 27 clusters Score -1.94647e+08 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 171663 members 
Mstep: Class 3 contains 5074 members 
Mstep: Class 4 contains 89042 members 
Mstep: Class 5 contains 75971 members 
Mstep: Class 6 contains 29807 members 
Mstep: Class 7 contains 167061 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 151481 members 
Mstep: Class 13 contains 81520 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 17463 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 202376 members 
Mstep: Class 19 contains 165271 members 
Mstep: Class 20 contains 84923 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 42861 members 
Mstep: Class 23 contains 91959 members 
Mstep: Class 24 contains 145768 members 
Mstep: Class 25 contains 12956 members 
Mstep: Class 26 contains 12131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194648880.000000 Penalty: 92160.671875
Iteration 76Q: 27 clusters Score -1.946489e+08 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 171408 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 89632 members 
Mstep: Class 5 contains 76109 members 
Mstep: Class 6 contains 30047 members 
Mstep: Class 7 contains 166543 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3279 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 151117 members 
Mstep: Class 13 contains 81116 members 
Mstep: Class 14 contains 42486 members 
Mstep: Class 15 contains 17428 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 200383 members 
Mstep: Class 19 contains 165954 members 
Mstep: Class 20 contains 86116 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 43324 members 
Mstep: Class 23 contains 91880 members 
Mstep: Class 24 contains 145733 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 12160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194649888.000000 Penalty: 92160.671875
Iteration 77Q: 27 clusters Score -1.946499e+08 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 170961 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 90123 members 
Mstep: Class 5 contains 76274 members 
Mstep: Class 6 contains 30264 members 
Mstep: Class 7 contains 166062 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3300 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 150727 members 
Mstep: Class 13 contains 80726 members 
Mstep: Class 14 contains 42895 members 
Mstep: Class 15 contains 17414 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 198529 members 
Mstep: Class 19 contains 166625 members 
Mstep: Class 20 contains 87303 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 43771 members 
Mstep: Class 23 contains 91752 members 
Mstep: Class 24 contains 145881 members 
Mstep: Class 25 contains 12962 members 
Mstep: Class 26 contains 12202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194651696.000000 Penalty: 92160.671875
Iteration 78Q: 27 clusters Score -1.946517e+08 nChanged 12467
Entering ConstructFrom: 
Score: -194651696.000000 Penalty: 92160.671875
Entering ConstructFrom: 
Trying to split cluster 1 (5045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Entering Unmasked Estep 
Score: -622100.312500 Penalty: 2114.485840
	Iteration 0F: 2 clusters Score -622100.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -617563.187500 Penalty: 4228.971680
	Iteration 0F: 3 clusters Score -617563.2 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -618608.062500 Penalty: 4228.971680
	Iteration 1F: 3 clusters Score -618608.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -618833.187500 Penalty: 4228.971680
	Iteration 2F: 3 clusters Score -618833.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -618987.125000 Penalty: 4228.971680
	Iteration 3F: 3 clusters Score -618987.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -619095.687500 Penalty: 4228.971680
	Iteration 4Q: 3 clusters Score -619095.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -619191.562500 Penalty: 4228.971680
	Iteration 5Q: 3 clusters Score -619191.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -619267.187500 Penalty: 4228.971680
	Iteration 6Q: 3 clusters Score -619267.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -619339.312500 Penalty: 4228.971680
	Iteration 7Q: 3 clusters Score -619339.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -619411.937500 Penalty: 4228.971680
	Iteration 8Q: 3 clusters Score -619411.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -619483.375000 Penalty: 4228.971680
	Iteration 9Q: 3 clusters Score -619483.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -619551.687500 Penalty: 4228.971680
	Iteration 10Q: 3 clusters Score -619551.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -619603.875000 Penalty: 4228.971680
	Iteration 11Q: 3 clusters Score -619603.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -619665.500000 Penalty: 4228.971680
	Iteration 12Q: 3 clusters Score -619665.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -619741.437500 Penalty: 4228.971680
	Iteration 13Q: 3 clusters Score -619741.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -619804.187500 Penalty: 4228.971680
	Iteration 14Q: 3 clusters Score -619804.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -619848.625000 Penalty: 4228.971680
	Iteration 15Q: 3 clusters Score -619848.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -619892.562500 Penalty: 4228.971680
	Iteration 16Q: 3 clusters Score -619892.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -619939.562500 Penalty: 4228.971680
	Iteration 17Q: 3 clusters Score -619939.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -619999.062500 Penalty: 4228.971680
	Iteration 18Q: 3 clusters Score -619999.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -620058.875000 Penalty: 4228.971680
	Iteration 19Q: 3 clusters Score -620058.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -620100.562500 Penalty: 4228.971680
	Iteration 20F: 3 clusters Score -620100.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -620137.875000 Penalty: 4228.971680
	Iteration 21Q: 3 clusters Score -620137.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -620169.312500 Penalty: 4228.971680
	Iteration 22Q: 3 clusters Score -620169.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -620197.187500 Penalty: 4228.971680
	Iteration 23Q: 3 clusters Score -620197.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -620226.875000 Penalty: 4228.971680
	Iteration 24Q: 3 clusters Score -620226.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -620253.000000 Penalty: 4228.971680
	Iteration 25Q: 3 clusters Score -620253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -620275.000000 Penalty: 4228.971680
	Iteration 26Q: 3 clusters Score -620275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -620298.750000 Penalty: 4228.971680
	Iteration 27Q: 3 clusters Score -620298.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -620321.625000 Penalty: 4228.971680
	Iteration 28Q: 3 clusters Score -620321.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -620341.687500 Penalty: 4228.971680
	Iteration 29Q: 3 clusters Score -620341.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -620358.187500 Penalty: 4228.971680
	Iteration 30Q: 3 clusters Score -620358.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -620374.000000 Penalty: 4228.971680
	Iteration 31Q: 3 clusters Score -620374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -620393.500000 Penalty: 4228.971680
	Iteration 32Q: 3 clusters Score -620393.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -620409.312500 Penalty: 4228.971680
	Iteration 33Q: 3 clusters Score -620409.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -620428.250000 Penalty: 4228.971680
	Iteration 34Q: 3 clusters Score -620428.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -620438.625000 Penalty: 4228.971680
	Iteration 35Q: 3 clusters Score -620438.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -620453.062500 Penalty: 4228.971680
	Iteration 36Q: 3 clusters Score -620453.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -620461.125000 Penalty: 4228.971680
	Iteration 37Q: 3 clusters Score -620461.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -620466.750000 Penalty: 4228.971680
	Iteration 38Q: 3 clusters Score -620466.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -620473.000000 Penalty: 4228.971680
	Iteration 39Q: 3 clusters Score -620473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -620475.187500 Penalty: 4228.971680
	Iteration 40F: 3 clusters Score -620475.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -620483.625000 Penalty: 4228.971680
	Iteration 41Q: 3 clusters Score -620483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -620485.250000 Penalty: 4228.971680
	Iteration 42Q: 3 clusters Score -620485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -620492.375000 Penalty: 4228.971680
	Iteration 43Q: 3 clusters Score -620492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -620496.750000 Penalty: 4228.971680
	Iteration 44Q: 3 clusters Score -620496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -620498.437500 Penalty: 4228.971680
	Iteration 45Q: 3 clusters Score -620498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -620500.625000 Penalty: 4228.971680
	Iteration 46Q: 3 clusters Score -620500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -620500.625000 Penalty: 4228.971680
	Iteration 47F: 3 clusters Score -620500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (170528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Entering Unmasked Estep 
Score: -21147488.000000 Penalty: 2987.570312
	Iteration 0F: 2 clusters Score -2.114749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -21037666.000000 Penalty: 5975.140625
	Iteration 0F: 3 clusters Score -2.103767e+07 nChanged 82006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -21085846.000000 Penalty: 5975.140625
	Iteration 1F: 3 clusters Score -2.108585e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -21086836.000000 Penalty: 5975.140625
	Iteration 2Q: 3 clusters Score -2.108684e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -21087732.000000 Penalty: 5975.140625
	Iteration 3Q: 3 clusters Score -2.108773e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79562 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -21089056.000000 Penalty: 5975.140625
	Iteration 4Q: 3 clusters Score -2.108906e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -21090514.000000 Penalty: 5975.140625
	Iteration 5Q: 3 clusters Score -2.109051e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 98148 members 
Entering Unmasked Estep 
Score: -21092772.000000 Penalty: 5975.140625
	Iteration 6Q: 3 clusters Score -2.109277e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -21096236.000000 Penalty: 5975.140625
	Iteration 7Q: 3 clusters Score -2.109624e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -21101226.000000 Penalty: 5975.140625
	Iteration 8F: 3 clusters Score -2.110123e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -21108332.000000 Penalty: 5975.140625
	Iteration 9F: 3 clusters Score -2.110833e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 134694 members 
Entering Unmasked Estep 
Score: -21118150.000000 Penalty: 5975.140625
	Iteration 10F: 3 clusters Score -2.111815e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 146525 members 
Entering Unmasked Estep 
Score: -21128840.000000 Penalty: 5975.140625
	Iteration 11F: 3 clusters Score -2.112884e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 156457 members 
Entering Unmasked Estep 
Score: -21137356.000000 Penalty: 5975.140625
	Iteration 12F: 3 clusters Score -2.113736e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -21142464.000000 Penalty: 5975.140625
	Iteration 13Q: 3 clusters Score -2.114246e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -21144038.000000 Penalty: 5975.140625
	Iteration 14Q: 3 clusters Score -2.114404e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -21144484.000000 Penalty: 5975.140625
	Iteration 15Q: 3 clusters Score -2.114448e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 169959 members 
Entering Unmasked Estep 
Score: -21144768.000000 Penalty: 5975.140625
	Iteration 16Q: 3 clusters Score -2.114477e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 170130 members 
Entering Unmasked Estep 
Score: -21144854.000000 Penalty: 5975.140625
	Iteration 17Q: 3 clusters Score -2.114485e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -21144892.000000 Penalty: 5975.140625
	Iteration 18Q: 3 clusters Score -2.114489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 170224 members 
Entering Unmasked Estep 
Score: -21144898.000000 Penalty: 5975.140625
	Iteration 19Q: 3 clusters Score -2.11449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -21144928.000000 Penalty: 5975.140625
	Iteration 20F: 3 clusters Score -2.114493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 170242 members 
Entering Unmasked Estep 
Score: -21144934.000000 Penalty: 5975.140625
	Iteration 21Q: 3 clusters Score -2.114493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 170241 members 
Entering Unmasked Estep 
Score: -21144964.000000 Penalty: 5975.140625
	Iteration 22Q: 3 clusters Score -2.114496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -21144964.000000 Penalty: 5975.140625
	Iteration 23Q: 3 clusters Score -2.114496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170244 members 
Entering Unmasked Estep 
Score: -21144958.000000 Penalty: 5975.140625
	Iteration 24Q: 3 clusters Score -2.114496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -21144972.000000 Penalty: 5975.140625
	Iteration 25Q: 3 clusters Score -2.114497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -21144966.000000 Penalty: 5975.140625
	Iteration 26Q: 3 clusters Score -2.114497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -21144974.000000 Penalty: 5975.140625
	Iteration 27Q: 3 clusters Score -2.114497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -21144960.000000 Penalty: 5975.140625
	Iteration 28Q: 3 clusters Score -2.114496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -21144956.000000 Penalty: 5975.140625
	Iteration 29Q: 3 clusters Score -2.114496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -21144960.000000 Penalty: 5975.140625
	Iteration 30Q: 3 clusters Score -2.114496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -21144962.000000 Penalty: 5975.140625
	Iteration 31Q: 3 clusters Score -2.114496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -21144960.000000 Penalty: 5975.140625
	Iteration 32Q: 3 clusters Score -2.114496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -21144964.000000 Penalty: 5975.140625
	Iteration 33Q: 3 clusters Score -2.114496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -21144964.000000 Penalty: 5975.140625
	Iteration 34F: 3 clusters Score -2.114496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Entering Unmasked Estep 
Score: -591359.062500 Penalty: 2117.272217
	Iteration 0F: 2 clusters Score -591359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -586752.375000 Penalty: 4234.544434
	Iteration 0F: 3 clusters Score -586752.4 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -587856.875000 Penalty: 4234.544434
	Iteration 1F: 3 clusters Score -587856.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -588082.000000 Penalty: 4234.544434
	Iteration 2F: 3 clusters Score -588082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -588208.187500 Penalty: 4234.544434
	Iteration 3F: 3 clusters Score -588208.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -588294.437500 Penalty: 4234.544434
	Iteration 4Q: 3 clusters Score -588294.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -588345.375000 Penalty: 4234.544434
	Iteration 5Q: 3 clusters Score -588345.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -588391.375000 Penalty: 4234.544434
	Iteration 6Q: 3 clusters Score -588391.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -588441.875000 Penalty: 4234.544434
	Iteration 7Q: 3 clusters Score -588441.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -588497.812500 Penalty: 4234.544434
	Iteration 8Q: 3 clusters Score -588497.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -588550.500000 Penalty: 4234.544434
	Iteration 9Q: 3 clusters Score -588550.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -588600.000000 Penalty: 4234.544434
	Iteration 10Q: 3 clusters Score -588600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -588655.750000 Penalty: 4234.544434
	Iteration 11Q: 3 clusters Score -588655.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -588713.187500 Penalty: 4234.544434
	Iteration 12Q: 3 clusters Score -588713.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -588778.062500 Penalty: 4234.544434
	Iteration 13Q: 3 clusters Score -588778.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -588839.062500 Penalty: 4234.544434
	Iteration 14Q: 3 clusters Score -588839.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -588904.437500 Penalty: 4234.544434
	Iteration 15Q: 3 clusters Score -588904.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -588980.187500 Penalty: 4234.544434
	Iteration 16Q: 3 clusters Score -588980.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -589057.750000 Penalty: 4234.544434
	Iteration 17Q: 3 clusters Score -589057.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -589124.625000 Penalty: 4234.544434
	Iteration 18Q: 3 clusters Score -589124.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -589173.312500 Penalty: 4234.544434
	Iteration 19Q: 3 clusters Score -589173.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -589223.687500 Penalty: 4234.544434
	Iteration 20F: 3 clusters Score -589223.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -589269.562500 Penalty: 4234.544434
	Iteration 21Q: 3 clusters Score -589269.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -589306.500000 Penalty: 4234.544434
	Iteration 22Q: 3 clusters Score -589306.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -589343.812500 Penalty: 4234.544434
	Iteration 23Q: 3 clusters Score -589343.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -589372.250000 Penalty: 4234.544434
	Iteration 24Q: 3 clusters Score -589372.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -589407.687500 Penalty: 4234.544434
	Iteration 25Q: 3 clusters Score -589407.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -589446.875000 Penalty: 4234.544434
	Iteration 26Q: 3 clusters Score -589446.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -589489.500000 Penalty: 4234.544434
	Iteration 27Q: 3 clusters Score -589489.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -589521.750000 Penalty: 4234.544434
	Iteration 28Q: 3 clusters Score -589521.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -589562.187500 Penalty: 4234.544434
	Iteration 29Q: 3 clusters Score -589562.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -589595.687500 Penalty: 4234.544434
	Iteration 30Q: 3 clusters Score -589595.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -589614.687500 Penalty: 4234.544434
	Iteration 31Q: 3 clusters Score -589614.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -589637.937500 Penalty: 4234.544434
	Iteration 32Q: 3 clusters Score -589637.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -589654.312500 Penalty: 4234.544434
	Iteration 33Q: 3 clusters Score -589654.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -589674.000000 Penalty: 4234.544434
	Iteration 34Q: 3 clusters Score -589674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -589685.187500 Penalty: 4234.544434
	Iteration 35Q: 3 clusters Score -589685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -589693.187500 Penalty: 4234.544434
	Iteration 36Q: 3 clusters Score -589693.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -589706.625000 Penalty: 4234.544434
	Iteration 37Q: 3 clusters Score -589706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -589713.687500 Penalty: 4234.544434
	Iteration 38Q: 3 clusters Score -589713.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -589719.687500 Penalty: 4234.544434
	Iteration 39Q: 3 clusters Score -589719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -589728.187500 Penalty: 4234.544434
	Iteration 40F: 3 clusters Score -589728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -589735.750000 Penalty: 4234.544434
	Iteration 41Q: 3 clusters Score -589735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -589743.375000 Penalty: 4234.544434
	Iteration 42Q: 3 clusters Score -589743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -589747.625000 Penalty: 4234.544434
	Iteration 43Q: 3 clusters Score -589747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -589753.875000 Penalty: 4234.544434
	Iteration 44Q: 3 clusters Score -589753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -589759.125000 Penalty: 4234.544434
	Iteration 45Q: 3 clusters Score -589759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -589759.375000 Penalty: 4234.544434
	Iteration 46Q: 3 clusters Score -589759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -589759.375000 Penalty: 4234.544434
	Iteration 47F: 3 clusters Score -589759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (90540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Entering Unmasked Estep 
Score: -11254366.000000 Penalty: 2830.559814
	Iteration 0F: 2 clusters Score -1.125437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -11193554.000000 Penalty: 5661.119629
	Iteration 0F: 3 clusters Score -1.119355e+07 nChanged 42776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -11218349.000000 Penalty: 5661.119629
	Iteration 1F: 3 clusters Score -1.121835e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -11219464.000000 Penalty: 5661.119629
	Iteration 2Q: 3 clusters Score -1.121946e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -11221148.000000 Penalty: 5661.119629
	Iteration 3Q: 3 clusters Score -1.122115e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -11223821.000000 Penalty: 5661.119629
	Iteration 4F: 3 clusters Score -1.122382e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -11228176.000000 Penalty: 5661.119629
	Iteration 5F: 3 clusters Score -1.122818e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -11233766.000000 Penalty: 5661.119629
	Iteration 6F: 3 clusters Score -1.123377e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -11240042.000000 Penalty: 5661.119629
	Iteration 7F: 3 clusters Score -1.124004e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -11245123.000000 Penalty: 5661.119629
	Iteration 8F: 3 clusters Score -1.124512e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -11248317.000000 Penalty: 5661.119629
	Iteration 9Q: 3 clusters Score -1.124832e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -11250058.000000 Penalty: 5661.119629
	Iteration 10Q: 3 clusters Score -1.125006e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -11250903.000000 Penalty: 5661.119629
	Iteration 11Q: 3 clusters Score -1.12509e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11251352.000000 Penalty: 5661.119629
	Iteration 12Q: 3 clusters Score -1.125135e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11251637.000000 Penalty: 5661.119629
	Iteration 13Q: 3 clusters Score -1.125164e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11251921.000000 Penalty: 5661.119629
	Iteration 14Q: 3 clusters Score -1.125192e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11252104.000000 Penalty: 5661.119629
	Iteration 15Q: 3 clusters Score -1.12521e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11252209.000000 Penalty: 5661.119629
	Iteration 16Q: 3 clusters Score -1.125221e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11252303.000000 Penalty: 5661.119629
	Iteration 17Q: 3 clusters Score -1.12523e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11252369.000000 Penalty: 5661.119629
	Iteration 18Q: 3 clusters Score -1.125237e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11252427.000000 Penalty: 5661.119629
	Iteration 19Q: 3 clusters Score -1.125243e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11252446.000000 Penalty: 5661.119629
	Iteration 20F: 3 clusters Score -1.125245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11252486.000000 Penalty: 5661.119629
	Iteration 21Q: 3 clusters Score -1.125249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -11252476.000000 Penalty: 5661.119629
	Iteration 22Q: 3 clusters Score -1.125248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -11252483.000000 Penalty: 5661.119629
	Iteration 23Q: 3 clusters Score -1.125248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11252497.000000 Penalty: 5661.119629
	Iteration 24Q: 3 clusters Score -1.12525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11252495.000000 Penalty: 5661.119629
	Iteration 25Q: 3 clusters Score -1.12525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89380 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11252499.000000 Penalty: 5661.119629
	Iteration 26Q: 3 clusters Score -1.12525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11252500.000000 Penalty: 5661.119629
	Iteration 27Q: 3 clusters Score -1.12525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11252507.000000 Penalty: 5661.119629
	Iteration 28Q: 3 clusters Score -1.125251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11252497.000000 Penalty: 5661.119629
	Iteration 29Q: 3 clusters Score -1.12525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11252491.000000 Penalty: 5661.119629
	Iteration 30Q: 3 clusters Score -1.125249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11252487.000000 Penalty: 5661.119629
	Iteration 31Q: 3 clusters Score -1.125249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11252487.000000 Penalty: 5661.119629
	Iteration 32F: 3 clusters Score -1.125249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Entering Unmasked Estep 
Score: -9086315.000000 Penalty: 2788.453369
	Iteration 0F: 2 clusters Score -9086315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -9034989.000000 Penalty: 5576.906738
	Iteration 0F: 3 clusters Score -9034989 nChanged 35839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -9055346.000000 Penalty: 5576.906738
	Iteration 1F: 3 clusters Score -9055346 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -9056185.000000 Penalty: 5576.906738
	Iteration 2Q: 3 clusters Score -9056185 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -9057184.000000 Penalty: 5576.906738
	Iteration 3Q: 3 clusters Score -9057184 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -9058724.000000 Penalty: 5576.906738
	Iteration 4Q: 3 clusters Score -9058724 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -9061109.000000 Penalty: 5576.906738
	Iteration 5F: 3 clusters Score -9061109 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -9064261.000000 Penalty: 5576.906738
	Iteration 6F: 3 clusters Score -9064261 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -9068510.000000 Penalty: 5576.906738
	Iteration 7F: 3 clusters Score -9068510 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -9073504.000000 Penalty: 5576.906738
	Iteration 8F: 3 clusters Score -9073504 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -9078303.000000 Penalty: 5576.906738
	Iteration 9F: 3 clusters Score -9078303 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -9081354.000000 Penalty: 5576.906738
	Iteration 10Q: 3 clusters Score -9081354 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9082807.000000 Penalty: 5576.906738
	Iteration 11Q: 3 clusters Score -9082807 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9083458.000000 Penalty: 5576.906738
	Iteration 12Q: 3 clusters Score -9083458 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9083696.000000 Penalty: 5576.906738
	Iteration 13Q: 3 clusters Score -9083696 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9083768.000000 Penalty: 5576.906738
	Iteration 14Q: 3 clusters Score -9083768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9083834.000000 Penalty: 5576.906738
	Iteration 15Q: 3 clusters Score -9083834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9083867.000000 Penalty: 5576.906738
	Iteration 16Q: 3 clusters Score -9083867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9083904.000000 Penalty: 5576.906738
	Iteration 17Q: 3 clusters Score -9083904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9083915.000000 Penalty: 5576.906738
	Iteration 18Q: 3 clusters Score -9083915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9083930.000000 Penalty: 5576.906738
	Iteration 19Q: 3 clusters Score -9083930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9083945.000000 Penalty: 5576.906738
	Iteration 20F: 3 clusters Score -9083945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9083951.000000 Penalty: 5576.906738
	Iteration 21Q: 3 clusters Score -9083951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76086 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9083943.000000 Penalty: 5576.906738
	Iteration 22Q: 3 clusters Score -9083943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9083944.000000 Penalty: 5576.906738
	Iteration 23Q: 3 clusters Score -9083944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9083944.000000 Penalty: 5576.906738
	Iteration 24F: 3 clusters Score -9083944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Entering Unmasked Estep 
Score: -3692672.750000 Penalty: 2560.711426
	Iteration 0F: 2 clusters Score -3692673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3671782.750000 Penalty: 5121.422852
	Iteration 0F: 3 clusters Score -3671783 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3679225.500000 Penalty: 5121.422852
	Iteration 1F: 3 clusters Score -3679226 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3679695.250000 Penalty: 5121.422852
	Iteration 2Q: 3 clusters Score -3679695 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3680201.750000 Penalty: 5121.422852
	Iteration 3Q: 3 clusters Score -3680202 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3680716.750000 Penalty: 5121.422852
	Iteration 4Q: 3 clusters Score -3680717 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3681347.500000 Penalty: 5121.422852
	Iteration 5Q: 3 clusters Score -3681348 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3682010.500000 Penalty: 5121.422852
	Iteration 6Q: 3 clusters Score -3682010 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3682832.750000 Penalty: 5121.422852
	Iteration 7Q: 3 clusters Score -3682833 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3683738.500000 Penalty: 5121.422852
	Iteration 8Q: 3 clusters Score -3683738 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3684745.250000 Penalty: 5121.422852
	Iteration 9Q: 3 clusters Score -3684745 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3685751.000000 Penalty: 5121.422852
	Iteration 10F: 3 clusters Score -3685751 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3686685.000000 Penalty: 5121.422852
	Iteration 11Q: 3 clusters Score -3686685 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3687460.000000 Penalty: 5121.422852
	Iteration 12Q: 3 clusters Score -3687460 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3687977.750000 Penalty: 5121.422852
	Iteration 13Q: 3 clusters Score -3687978 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3688334.750000 Penalty: 5121.422852
	Iteration 14Q: 3 clusters Score -3688335 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3688564.750000 Penalty: 5121.422852
	Iteration 15Q: 3 clusters Score -3688565 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -3688764.250000 Penalty: 5121.422852
	Iteration 16Q: 3 clusters Score -3688764 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3688914.500000 Penalty: 5121.422852
	Iteration 17Q: 3 clusters Score -3688914 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3689066.750000 Penalty: 5121.422852
	Iteration 18Q: 3 clusters Score -3689067 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3689218.000000 Penalty: 5121.422852
	Iteration 19Q: 3 clusters Score -3689218 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3689328.500000 Penalty: 5121.422852
	Iteration 20F: 3 clusters Score -3689328 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3689432.500000 Penalty: 5121.422852
	Iteration 21Q: 3 clusters Score -3689432 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3689531.750000 Penalty: 5121.422852
	Iteration 22Q: 3 clusters Score -3689532 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3689626.750000 Penalty: 5121.422852
	Iteration 23Q: 3 clusters Score -3689627 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3689710.250000 Penalty: 5121.422852
	Iteration 24Q: 3 clusters Score -3689710 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3689797.000000 Penalty: 5121.422852
	Iteration 25Q: 3 clusters Score -3689797 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3689863.250000 Penalty: 5121.422852
	Iteration 26Q: 3 clusters Score -3689863 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3689935.750000 Penalty: 5121.422852
	Iteration 27Q: 3 clusters Score -3689936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3689962.750000 Penalty: 5121.422852
	Iteration 28Q: 3 clusters Score -3689963 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3690006.750000 Penalty: 5121.422852
	Iteration 29Q: 3 clusters Score -3690007 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3690054.000000 Penalty: 5121.422852
	Iteration 30Q: 3 clusters Score -3690054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3690072.750000 Penalty: 5121.422852
	Iteration 31Q: 3 clusters Score -3690073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3690118.000000 Penalty: 5121.422852
	Iteration 32Q: 3 clusters Score -3690118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3690148.500000 Penalty: 5121.422852
	Iteration 33Q: 3 clusters Score -3690148 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3690188.250000 Penalty: 5121.422852
	Iteration 34Q: 3 clusters Score -3690188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3690224.250000 Penalty: 5121.422852
	Iteration 35Q: 3 clusters Score -3690224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3690256.250000 Penalty: 5121.422852
	Iteration 36Q: 3 clusters Score -3690256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3690274.000000 Penalty: 5121.422852
	Iteration 37Q: 3 clusters Score -3690274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3690303.750000 Penalty: 5121.422852
	Iteration 38Q: 3 clusters Score -3690304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3690312.250000 Penalty: 5121.422852
	Iteration 39Q: 3 clusters Score -3690312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3690326.000000 Penalty: 5121.422852
	Iteration 40F: 3 clusters Score -3690326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3690339.750000 Penalty: 5121.422852
	Iteration 41Q: 3 clusters Score -3690340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3690357.500000 Penalty: 5121.422852
	Iteration 42Q: 3 clusters Score -3690358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3690369.250000 Penalty: 5121.422852
	Iteration 43Q: 3 clusters Score -3690369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3690374.250000 Penalty: 5121.422852
	Iteration 44Q: 3 clusters Score -3690374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3690395.750000 Penalty: 5121.422852
	Iteration 45Q: 3 clusters Score -3690396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3690405.750000 Penalty: 5121.422852
	Iteration 46Q: 3 clusters Score -3690406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3690407.000000 Penalty: 5121.422852
	Iteration 47Q: 3 clusters Score -3690407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3690408.250000 Penalty: 5121.422852
	Iteration 48Q: 3 clusters Score -3690408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3690414.500000 Penalty: 5121.422852
	Iteration 49Q: 3 clusters Score -3690414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3690413.500000 Penalty: 5121.422852
	Iteration 50Q: 3 clusters Score -3690414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3690426.000000 Penalty: 5121.422852
	Iteration 51Q: 3 clusters Score -3690426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3690431.250000 Penalty: 5121.422852
	Iteration 52Q: 3 clusters Score -3690431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3690430.250000 Penalty: 5121.422852
	Iteration 53Q: 3 clusters Score -3690430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3690444.750000 Penalty: 5121.422852
	Iteration 54Q: 3 clusters Score -3690445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3690449.000000 Penalty: 5121.422852
	Iteration 55Q: 3 clusters Score -3690449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3690458.250000 Penalty: 5121.422852
	Iteration 56Q: 3 clusters Score -3690458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3690459.250000 Penalty: 5121.422852
	Iteration 57Q: 3 clusters Score -3690459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3690461.250000 Penalty: 5121.422852
	Iteration 58Q: 3 clusters Score -3690461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3690461.250000 Penalty: 5121.422852
	Iteration 59Q: 3 clusters Score -3690461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3690465.750000 Penalty: 5121.422852
	Iteration 60F: 3 clusters Score -3690466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3690460.750000 Penalty: 5121.422852
	Iteration 61Q: 3 clusters Score -3690461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3690467.750000 Penalty: 5121.422852
	Iteration 62Q: 3 clusters Score -3690468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3690469.000000 Penalty: 5121.422852
	Iteration 63Q: 3 clusters Score -3690469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3690469.500000 Penalty: 5121.422852
	Iteration 64Q: 3 clusters Score -3690470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3690468.500000 Penalty: 5121.422852
	Iteration 65Q: 3 clusters Score -3690468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3690469.250000 Penalty: 5121.422852
	Iteration 66Q: 3 clusters Score -3690469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3690469.500000 Penalty: 5121.422852
	Iteration 67Q: 3 clusters Score -3690470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3690471.250000 Penalty: 5121.422852
	Iteration 68Q: 3 clusters Score -3690471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3690476.250000 Penalty: 5121.422852
	Iteration 69Q: 3 clusters Score -3690476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3690477.000000 Penalty: 5121.422852
	Iteration 70Q: 3 clusters Score -3690477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3690477.000000 Penalty: 5121.422852
	Iteration 71F: 3 clusters Score -3690477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165531 members 
Entering Unmasked Estep 
Score: -20516566.000000 Penalty: 2980.194580
	Iteration 0F: 2 clusters Score -2.051657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -20407570.000000 Penalty: 5960.389160
	Iteration 0F: 3 clusters Score -2.040757e+07 nChanged 79628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -20454500.000000 Penalty: 5960.389160
	Iteration 1F: 3 clusters Score -2.04545e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -20456700.000000 Penalty: 5960.389160
	Iteration 2Q: 3 clusters Score -2.04567e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95233 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -20460758.000000 Penalty: 5960.389160
	Iteration 3Q: 3 clusters Score -2.046076e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -20467284.000000 Penalty: 5960.389160
	Iteration 4F: 3 clusters Score -2.046728e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -20477698.000000 Penalty: 5960.389160
	Iteration 5F: 3 clusters Score -2.04777e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -20490856.000000 Penalty: 5960.389160
	Iteration 6F: 3 clusters Score -2.049086e+07 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133695 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -20502538.000000 Penalty: 5960.389160
	Iteration 7F: 3 clusters Score -2.050254e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138788 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -20509036.000000 Penalty: 5960.389160
	Iteration 8Q: 3 clusters Score -2.050904e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141533 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -20511364.000000 Penalty: 5960.389160
	Iteration 9Q: 3 clusters Score -2.051136e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -20512312.000000 Penalty: 5960.389160
	Iteration 10Q: 3 clusters Score -2.051231e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -20513038.000000 Penalty: 5960.389160
	Iteration 11Q: 3 clusters Score -2.051304e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147028 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -20513602.000000 Penalty: 5960.389160
	Iteration 12Q: 3 clusters Score -2.05136e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148612 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -20514108.000000 Penalty: 5960.389160
	Iteration 13Q: 3 clusters Score -2.051411e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150107 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -20514502.000000 Penalty: 5960.389160
	Iteration 14Q: 3 clusters Score -2.05145e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151554 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -20514848.000000 Penalty: 5960.389160
	Iteration 15Q: 3 clusters Score -2.051485e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152903 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -20515156.000000 Penalty: 5960.389160
	Iteration 16Q: 3 clusters Score -2.051516e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154104 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -20515380.000000 Penalty: 5960.389160
	Iteration 17Q: 3 clusters Score -2.051538e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155175 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -20515472.000000 Penalty: 5960.389160
	Iteration 18Q: 3 clusters Score -2.051547e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -20515650.000000 Penalty: 5960.389160
	Iteration 19Q: 3 clusters Score -2.051565e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -20515734.000000 Penalty: 5960.389160
	Iteration 20F: 3 clusters Score -2.051573e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157666 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -20515814.000000 Penalty: 5960.389160
	Iteration 21Q: 3 clusters Score -2.051581e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158285 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -20515908.000000 Penalty: 5960.389160
	Iteration 22Q: 3 clusters Score -2.051591e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158834 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -20515892.000000 Penalty: 5960.389160
	Iteration 23Q: 3 clusters Score -2.051589e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159301 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -20515866.000000 Penalty: 5960.389160
	Iteration 24Q: 3 clusters Score -2.051587e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -20515828.000000 Penalty: 5960.389160
	Iteration 25Q: 3 clusters Score -2.051583e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -20515898.000000 Penalty: 5960.389160
	Iteration 26Q: 3 clusters Score -2.05159e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -20515890.000000 Penalty: 5960.389160
	Iteration 27Q: 3 clusters Score -2.051589e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160729 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -20515932.000000 Penalty: 5960.389160
	Iteration 28Q: 3 clusters Score -2.051593e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -20515944.000000 Penalty: 5960.389160
	Iteration 29Q: 3 clusters Score -2.051594e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161201 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -20515942.000000 Penalty: 5960.389160
	Iteration 30Q: 3 clusters Score -2.051594e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20515904.000000 Penalty: 5960.389160
	Iteration 31Q: 3 clusters Score -2.05159e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -20515886.000000 Penalty: 5960.389160
	Iteration 32Q: 3 clusters Score -2.051589e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161649 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -20515878.000000 Penalty: 5960.389160
	Iteration 33Q: 3 clusters Score -2.051588e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161765 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -20515808.000000 Penalty: 5960.389160
	Iteration 34Q: 3 clusters Score -2.051581e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -20515832.000000 Penalty: 5960.389160
	Iteration 35Q: 3 clusters Score -2.051583e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -20515832.000000 Penalty: 5960.389160
	Iteration 36Q: 3 clusters Score -2.051583e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -20515758.000000 Penalty: 5960.389160
	Iteration 37Q: 3 clusters Score -2.051576e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162103 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20515718.000000 Penalty: 5960.389160
	Iteration 38Q: 3 clusters Score -2.051572e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -20515738.000000 Penalty: 5960.389160
	Iteration 39Q: 3 clusters Score -2.051574e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162221 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -20515708.000000 Penalty: 5960.389160
	Iteration 40F: 3 clusters Score -2.051571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20515708.000000 Penalty: 5960.389160
	Iteration 41Q: 3 clusters Score -2.051571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162316 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -20515670.000000 Penalty: 5960.389160
	Iteration 42Q: 3 clusters Score -2.051567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162361 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -20515652.000000 Penalty: 5960.389160
	Iteration 43Q: 3 clusters Score -2.051565e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162406 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20515672.000000 Penalty: 5960.389160
	Iteration 44Q: 3 clusters Score -2.051567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -20515694.000000 Penalty: 5960.389160
	Iteration 45Q: 3 clusters Score -2.051569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -20515688.000000 Penalty: 5960.389160
	Iteration 46Q: 3 clusters Score -2.051569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162532 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -20515670.000000 Penalty: 5960.389160
	Iteration 47Q: 3 clusters Score -2.051567e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162571 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -20515656.000000 Penalty: 5960.389160
	Iteration 48Q: 3 clusters Score -2.051566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -20515642.000000 Penalty: 5960.389160
	Iteration 49Q: 3 clusters Score -2.051564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -20515636.000000 Penalty: 5960.389160
	Iteration 50Q: 3 clusters Score -2.051564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162657 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -20515620.000000 Penalty: 5960.389160
	Iteration 51Q: 3 clusters Score -2.051562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20515606.000000 Penalty: 5960.389160
	Iteration 52Q: 3 clusters Score -2.051561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -20515630.000000 Penalty: 5960.389160
	Iteration 53Q: 3 clusters Score -2.051563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -20515628.000000 Penalty: 5960.389160
	Iteration 54Q: 3 clusters Score -2.051563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -20515628.000000 Penalty: 5960.389160
	Iteration 55Q: 3 clusters Score -2.051563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -20515632.000000 Penalty: 5960.389160
	Iteration 56Q: 3 clusters Score -2.051563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162771 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20515606.000000 Penalty: 5960.389160
	Iteration 57Q: 3 clusters Score -2.051561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162783 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -20515604.000000 Penalty: 5960.389160
	Iteration 58Q: 3 clusters Score -2.05156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -20515602.000000 Penalty: 5960.389160
	Iteration 59Q: 3 clusters Score -2.05156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -20515582.000000 Penalty: 5960.389160
	Iteration 60F: 3 clusters Score -2.051558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162815 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -20515582.000000 Penalty: 5960.389160
	Iteration 61Q: 3 clusters Score -2.051558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -20515592.000000 Penalty: 5960.389160
	Iteration 62Q: 3 clusters Score -2.051559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -20515586.000000 Penalty: 5960.389160
	Iteration 63Q: 3 clusters Score -2.051559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162840 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -20515578.000000 Penalty: 5960.389160
	Iteration 64Q: 3 clusters Score -2.051558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162846 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -20515568.000000 Penalty: 5960.389160
	Iteration 65Q: 3 clusters Score -2.051557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162854 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20515574.000000 Penalty: 5960.389160
	Iteration 66Q: 3 clusters Score -2.051557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -20515564.000000 Penalty: 5960.389160
	Iteration 67Q: 3 clusters Score -2.051556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162863 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -20515574.000000 Penalty: 5960.389160
	Iteration 68Q: 3 clusters Score -2.051557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162870 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -20515548.000000 Penalty: 5960.389160
	Iteration 69Q: 3 clusters Score -2.051555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162877 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20515576.000000 Penalty: 5960.389160
	Iteration 70Q: 3 clusters Score -2.051558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162882 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20515572.000000 Penalty: 5960.389160
	Iteration 71Q: 3 clusters Score -2.051557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162886 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -20515582.000000 Penalty: 5960.389160
	Iteration 72Q: 3 clusters Score -2.051558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162890 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -20515580.000000 Penalty: 5960.389160
	Iteration 73Q: 3 clusters Score -2.051558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162896 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20515570.000000 Penalty: 5960.389160
	Iteration 74Q: 3 clusters Score -2.051557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162902 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -20515562.000000 Penalty: 5960.389160
	Iteration 75Q: 3 clusters Score -2.051556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20515574.000000 Penalty: 5960.389160
	Iteration 76Q: 3 clusters Score -2.051557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20515574.000000 Penalty: 5960.389160
	Iteration 77F: 3 clusters Score -2.051557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -112786.312500 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -112786.3 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 571 members 
Entering Unmasked Estep 
Score: -110877.304688 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -110877.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -111305.796875 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -111305.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111486.539062 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -111486.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111614.953125 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -111615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111725.203125 Penalty: 3465.336914
	Iteration 4Q: 3 clusters Score -111725.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111835.648438 Penalty: 3465.336914
	Iteration 5Q: 3 clusters Score -111835.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111922.273438 Penalty: 3465.336914
	Iteration 6Q: 3 clusters Score -111922.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112007.156250 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -112007.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112073.039062 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -112073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112105.914062 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -112105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112127.937500 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -112127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112143.171875 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -112143.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112160.328125 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -112160.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112171.398438 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -112171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112190.000000 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -112190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112222.328125 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -112222.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112235.562500 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -112235.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112258.703125 Penalty: 3465.336914
	Iteration 17Q: 3 clusters Score -112258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112286.390625 Penalty: 3465.336914
	Iteration 18Q: 3 clusters Score -112286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112318.734375 Penalty: 3465.336914
	Iteration 19Q: 3 clusters Score -112318.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112345.085938 Penalty: 3465.336914
	Iteration 20F: 3 clusters Score -112345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112366.382812 Penalty: 3465.336914
	Iteration 21Q: 3 clusters Score -112366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112375.007812 Penalty: 3465.336914
	Iteration 22Q: 3 clusters Score -112375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112376.203125 Penalty: 3465.336914
	Iteration 23Q: 3 clusters Score -112376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112376.203125 Penalty: 3465.336914
	Iteration 24F: 3 clusters Score -112376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -118470.984375 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -118471 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 554 members 
Entering Unmasked Estep 
Score: -116506.382812 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -116506.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116969.437500 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -116969.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -117453.492188 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -117453.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118156.695312 Penalty: 3491.236572
	Iteration 3F: 3 clusters Score -118156.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -119049.429688 Penalty: 3491.236572
	Iteration 4F: 3 clusters Score -119049.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -119449.210938 Penalty: 3491.236572
	Iteration 5F: 3 clusters Score -119449.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119572.984375 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -119573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -119693.007812 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -119693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119775.945312 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -119775.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -119815.320312 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -119815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119820.679688 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -119820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119820.679688 Penalty: 3491.236572
	Iteration 11F: 3 clusters Score -119820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 170528 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 90540 members 
Mstep: Class 5 contains 76402 members 
Mstep: Class 6 contains 30499 members 
Mstep: Class 7 contains 165531 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 447 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 80347 members 
Mstep: Class 14 contains 43248 members 
Mstep: Class 15 contains 17381 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 196630 members 
Mstep: Class 19 contains 167276 members 
Mstep: Class 20 contains 88568 members 
Mstep: Class 21 contains 1761 members 
Mstep: Class 22 contains 44217 members 
Mstep: Class 23 contains 91670 members 
Mstep: Class 24 contains 146215 members 
Mstep: Class 25 contains 12947 members 
Mstep: Class 26 contains 12228 members 
Mstep: Class 27 contains 693 members 
Entering Unmasked Estep 
Score: -194650992.000000 Penalty: 95705.312500
Splitting cluster 9 changes total score from -194651696.000000 to -194650992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -409978.593750 Penalty: 2010.789185
	Iteration 0F: 2 clusters Score -409978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -406497.437500 Penalty: 4021.578369
	Iteration 0F: 3 clusters Score -406497.4 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -407202.187500 Penalty: 4021.578369
	Iteration 1F: 3 clusters Score -407202.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -407357.375000 Penalty: 4021.578369
	Iteration 2F: 3 clusters Score -407357.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -407453.281250 Penalty: 4021.578369
	Iteration 3Q: 3 clusters Score -407453.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -407526.656250 Penalty: 4021.578369
	Iteration 4Q: 3 clusters Score -407526.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -407560.781250 Penalty: 4021.578369
	Iteration 5Q: 3 clusters Score -407560.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -407585.187500 Penalty: 4021.578369
	Iteration 6Q: 3 clusters Score -407585.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -407602.718750 Penalty: 4021.578369
	Iteration 7Q: 3 clusters Score -407602.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -407620.187500 Penalty: 4021.578369
	Iteration 8Q: 3 clusters Score -407620.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -407635.281250 Penalty: 4021.578369
	Iteration 9Q: 3 clusters Score -407635.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -407648.343750 Penalty: 4021.578369
	Iteration 10Q: 3 clusters Score -407648.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -407659.000000 Penalty: 4021.578369
	Iteration 11Q: 3 clusters Score -407659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -407670.593750 Penalty: 4021.578369
	Iteration 12Q: 3 clusters Score -407670.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -407678.875000 Penalty: 4021.578369
	Iteration 13Q: 3 clusters Score -407678.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -407686.000000 Penalty: 4021.578369
	Iteration 14Q: 3 clusters Score -407686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -407692.281250 Penalty: 4021.578369
	Iteration 15Q: 3 clusters Score -407692.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -407702.906250 Penalty: 4021.578369
	Iteration 16Q: 3 clusters Score -407702.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -407713.281250 Penalty: 4021.578369
	Iteration 17Q: 3 clusters Score -407713.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -407723.625000 Penalty: 4021.578369
	Iteration 18Q: 3 clusters Score -407723.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -407734.187500 Penalty: 4021.578369
	Iteration 19Q: 3 clusters Score -407734.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -407743.250000 Penalty: 4021.578369
	Iteration 20F: 3 clusters Score -407743.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -407753.218750 Penalty: 4021.578369
	Iteration 21Q: 3 clusters Score -407753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -407765.312500 Penalty: 4021.578369
	Iteration 22Q: 3 clusters Score -407765.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -407772.187500 Penalty: 4021.578369
	Iteration 23Q: 3 clusters Score -407772.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -407779.375000 Penalty: 4021.578369
	Iteration 24Q: 3 clusters Score -407779.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -407786.468750 Penalty: 4021.578369
	Iteration 25Q: 3 clusters Score -407786.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -407792.562500 Penalty: 4021.578369
	Iteration 26Q: 3 clusters Score -407792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -407795.968750 Penalty: 4021.578369
	Iteration 27Q: 3 clusters Score -407796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -407800.062500 Penalty: 4021.578369
	Iteration 28Q: 3 clusters Score -407800.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -407802.625000 Penalty: 4021.578369
	Iteration 29Q: 3 clusters Score -407802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -407804.562500 Penalty: 4021.578369
	Iteration 30Q: 3 clusters Score -407804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407807.718750 Penalty: 4021.578369
	Iteration 31Q: 3 clusters Score -407807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -407809.218750 Penalty: 4021.578369
	Iteration 32Q: 3 clusters Score -407809.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407813.156250 Penalty: 4021.578369
	Iteration 33Q: 3 clusters Score -407813.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -407815.437500 Penalty: 4021.578369
	Iteration 34Q: 3 clusters Score -407815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -407817.750000 Penalty: 4021.578369
	Iteration 35Q: 3 clusters Score -407817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -407821.687500 Penalty: 4021.578369
	Iteration 36Q: 3 clusters Score -407821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -407822.562500 Penalty: 4021.578369
	Iteration 37Q: 3 clusters Score -407822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -407826.750000 Penalty: 4021.578369
	Iteration 38Q: 3 clusters Score -407826.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -407828.593750 Penalty: 4021.578369
	Iteration 39Q: 3 clusters Score -407828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407830.250000 Penalty: 4021.578369
	Iteration 40F: 3 clusters Score -407830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -407829.843750 Penalty: 4021.578369
	Iteration 41Q: 3 clusters Score -407829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -407829.843750 Penalty: 4021.578369
	Iteration 42F: 3 clusters Score -407829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -101406.125000 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -101406.1 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 459 members 
Entering Unmasked Estep 
Score: -99545.320312 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -99545.32 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99823.007812 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -99823.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -99925.570312 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -99925.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100009.195312 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -100009.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100113.476562 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -100113.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100153.968750 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -100154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100177.101562 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -100177.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100193.132812 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -100193.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100208.023438 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -100208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100214.062500 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -100214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -100220.718750 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -100220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100226.054688 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -100226.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100231.375000 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -100231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100239.109375 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -100239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100239.726562 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -100239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100239.726562 Penalty: 3369.559082
	Iteration 15F: 3 clusters Score -100239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150339 members 
Entering Unmasked Estep 
Score: -18421090.000000 Penalty: 2956.320557
	Iteration 0F: 2 clusters Score -1.842109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -18320776.000000 Penalty: 5912.641113
	Iteration 0F: 3 clusters Score -1.832078e+07 nChanged 71868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -18361996.000000 Penalty: 5912.641113
	Iteration 1F: 3 clusters Score -1.8362e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -18362840.000000 Penalty: 5912.641113
	Iteration 2Q: 3 clusters Score -1.836284e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -18363960.000000 Penalty: 5912.641113
	Iteration 3Q: 3 clusters Score -1.836396e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -18365938.000000 Penalty: 5912.641113
	Iteration 4Q: 3 clusters Score -1.836594e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -18369074.000000 Penalty: 5912.641113
	Iteration 5Q: 3 clusters Score -1.836907e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 89596 members 
Entering Unmasked Estep 
Score: -18373722.000000 Penalty: 5912.641113
	Iteration 6Q: 3 clusters Score -1.837372e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -18379958.000000 Penalty: 5912.641113
	Iteration 7F: 3 clusters Score -1.837996e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -18386940.000000 Penalty: 5912.641113
	Iteration 8F: 3 clusters Score -1.838694e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -18393444.000000 Penalty: 5912.641113
	Iteration 9F: 3 clusters Score -1.839344e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -18398460.000000 Penalty: 5912.641113
	Iteration 10F: 3 clusters Score -1.839846e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -18401174.000000 Penalty: 5912.641113
	Iteration 11Q: 3 clusters Score -1.840117e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -18402546.000000 Penalty: 5912.641113
	Iteration 12Q: 3 clusters Score -1.840255e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 114650 members 
Entering Unmasked Estep 
Score: -18403524.000000 Penalty: 5912.641113
	Iteration 13Q: 3 clusters Score -1.840352e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 117120 members 
Entering Unmasked Estep 
Score: -18404358.000000 Penalty: 5912.641113
	Iteration 14Q: 3 clusters Score -1.840436e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -18405212.000000 Penalty: 5912.641113
	Iteration 15Q: 3 clusters Score -1.840521e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -18406252.000000 Penalty: 5912.641113
	Iteration 16Q: 3 clusters Score -1.840625e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 125035 members 
Entering Unmasked Estep 
Score: -18407120.000000 Penalty: 5912.641113
	Iteration 17Q: 3 clusters Score -1.840712e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -18408240.000000 Penalty: 5912.641113
	Iteration 18Q: 3 clusters Score -1.840824e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 130498 members 
Entering Unmasked Estep 
Score: -18409330.000000 Penalty: 5912.641113
	Iteration 19Q: 3 clusters Score -1.840933e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 133110 members 
Entering Unmasked Estep 
Score: -18410508.000000 Penalty: 5912.641113
	Iteration 20F: 3 clusters Score -1.841051e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -18411694.000000 Penalty: 5912.641113
	Iteration 21Q: 3 clusters Score -1.841169e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 137981 members 
Entering Unmasked Estep 
Score: -18412838.000000 Penalty: 5912.641113
	Iteration 22Q: 3 clusters Score -1.841284e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 140158 members 
Entering Unmasked Estep 
Score: -18413986.000000 Penalty: 5912.641113
	Iteration 23Q: 3 clusters Score -1.841399e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 142136 members 
Entering Unmasked Estep 
Score: -18415022.000000 Penalty: 5912.641113
	Iteration 24Q: 3 clusters Score -1.841502e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 143800 members 
Entering Unmasked Estep 
Score: -18415920.000000 Penalty: 5912.641113
	Iteration 25Q: 3 clusters Score -1.841592e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 145147 members 
Entering Unmasked Estep 
Score: -18416622.000000 Penalty: 5912.641113
	Iteration 26Q: 3 clusters Score -1.841662e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 146234 members 
Entering Unmasked Estep 
Score: -18417092.000000 Penalty: 5912.641113
	Iteration 27Q: 3 clusters Score -1.841709e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 147030 members 
Entering Unmasked Estep 
Score: -18417568.000000 Penalty: 5912.641113
	Iteration 28Q: 3 clusters Score -1.841757e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -18417810.000000 Penalty: 5912.641113
	Iteration 29Q: 3 clusters Score -1.841781e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 148092 members 
Entering Unmasked Estep 
Score: -18418008.000000 Penalty: 5912.641113
	Iteration 30Q: 3 clusters Score -1.841801e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -18418114.000000 Penalty: 5912.641113
	Iteration 31Q: 3 clusters Score -1.841811e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -18418212.000000 Penalty: 5912.641113
	Iteration 32Q: 3 clusters Score -1.841821e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 148846 members 
Entering Unmasked Estep 
Score: -18418274.000000 Penalty: 5912.641113
	Iteration 33Q: 3 clusters Score -1.841827e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -18418342.000000 Penalty: 5912.641113
	Iteration 34Q: 3 clusters Score -1.841834e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 149077 members 
Entering Unmasked Estep 
Score: -18418404.000000 Penalty: 5912.641113
	Iteration 35Q: 3 clusters Score -1.84184e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -18418404.000000 Penalty: 5912.641113
	Iteration 36Q: 3 clusters Score -1.84184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -18418400.000000 Penalty: 5912.641113
	Iteration 37Q: 3 clusters Score -1.84184e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -18418436.000000 Penalty: 5912.641113
	Iteration 38Q: 3 clusters Score -1.841844e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -18418466.000000 Penalty: 5912.641113
	Iteration 39Q: 3 clusters Score -1.841847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -18418492.000000 Penalty: 5912.641113
	Iteration 40F: 3 clusters Score -1.841849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 149339 members 
Entering Unmasked Estep 
Score: -18418516.000000 Penalty: 5912.641113
	Iteration 41Q: 3 clusters Score -1.841852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 149354 members 
Entering Unmasked Estep 
Score: -18418504.000000 Penalty: 5912.641113
	Iteration 42Q: 3 clusters Score -1.84185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -18418506.000000 Penalty: 5912.641113
	Iteration 43Q: 3 clusters Score -1.841851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 149386 members 
Entering Unmasked Estep 
Score: -18418524.000000 Penalty: 5912.641113
	Iteration 44Q: 3 clusters Score -1.841852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -18418552.000000 Penalty: 5912.641113
	Iteration 45Q: 3 clusters Score -1.841855e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 149423 members 
Entering Unmasked Estep 
Score: -18418560.000000 Penalty: 5912.641113
	Iteration 46Q: 3 clusters Score -1.841856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -18418556.000000 Penalty: 5912.641113
	Iteration 47Q: 3 clusters Score -1.841856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 149443 members 
Entering Unmasked Estep 
Score: -18418576.000000 Penalty: 5912.641113
	Iteration 48Q: 3 clusters Score -1.841858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -18418576.000000 Penalty: 5912.641113
	Iteration 49Q: 3 clusters Score -1.841858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -18418556.000000 Penalty: 5912.641113
	Iteration 50Q: 3 clusters Score -1.841856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 149484 members 
Entering Unmasked Estep 
Score: -18418564.000000 Penalty: 5912.641113
	Iteration 51Q: 3 clusters Score -1.841856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 149488 members 
Entering Unmasked Estep 
Score: -18418590.000000 Penalty: 5912.641113
	Iteration 52Q: 3 clusters Score -1.841859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -18418588.000000 Penalty: 5912.641113
	Iteration 53Q: 3 clusters Score -1.841859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 149502 members 
Entering Unmasked Estep 
Score: -18418598.000000 Penalty: 5912.641113
	Iteration 54Q: 3 clusters Score -1.84186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -18418612.000000 Penalty: 5912.641113
	Iteration 55Q: 3 clusters Score -1.841861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 149518 members 
Entering Unmasked Estep 
Score: -18418614.000000 Penalty: 5912.641113
	Iteration 56Q: 3 clusters Score -1.841861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 149521 members 
Entering Unmasked Estep 
Score: -18418616.000000 Penalty: 5912.641113
	Iteration 57Q: 3 clusters Score -1.841862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -18418630.000000 Penalty: 5912.641113
	Iteration 58Q: 3 clusters Score -1.841863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 149534 members 
Entering Unmasked Estep 
Score: -18418630.000000 Penalty: 5912.641113
	Iteration 59Q: 3 clusters Score -1.841863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 149542 members 
Entering Unmasked Estep 
Score: -18418640.000000 Penalty: 5912.641113
	Iteration 60F: 3 clusters Score -1.841864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 149549 members 
Entering Unmasked Estep 
Score: -18418648.000000 Penalty: 5912.641113
	Iteration 61Q: 3 clusters Score -1.841865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -18418656.000000 Penalty: 5912.641113
	Iteration 62Q: 3 clusters Score -1.841866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -18418660.000000 Penalty: 5912.641113
	Iteration 63Q: 3 clusters Score -1.841866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -18418646.000000 Penalty: 5912.641113
	Iteration 64Q: 3 clusters Score -1.841865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -18418660.000000 Penalty: 5912.641113
	Iteration 65Q: 3 clusters Score -1.841866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 149560 members 
Entering Unmasked Estep 
Score: -18418662.000000 Penalty: 5912.641113
	Iteration 66Q: 3 clusters Score -1.841866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -18418660.000000 Penalty: 5912.641113
	Iteration 67Q: 3 clusters Score -1.841866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -18418660.000000 Penalty: 5912.641113
	Iteration 68F: 3 clusters Score -1.841866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Entering Unmasked Estep 
Score: -9926033.000000 Penalty: 2800.939453
	Iteration 0F: 2 clusters Score -9926033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -9872248.000000 Penalty: 5601.878906
	Iteration 0F: 3 clusters Score -9872248 nChanged 37779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -9894051.000000 Penalty: 5601.878906
	Iteration 1F: 3 clusters Score -9894051 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -9895270.000000 Penalty: 5601.878906
	Iteration 2Q: 3 clusters Score -9895270 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -9896799.000000 Penalty: 5601.878906
	Iteration 3Q: 3 clusters Score -9896799 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -9898739.000000 Penalty: 5601.878906
	Iteration 4Q: 3 clusters Score -9898739 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9900810.000000 Penalty: 5601.878906
	Iteration 5Q: 3 clusters Score -9900810 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -9903153.000000 Penalty: 5601.878906
	Iteration 6F: 3 clusters Score -9903153 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -9905802.000000 Penalty: 5601.878906
	Iteration 7F: 3 clusters Score -9905802 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -9908515.000000 Penalty: 5601.878906
	Iteration 8F: 3 clusters Score -9908515 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -9910925.000000 Penalty: 5601.878906
	Iteration 9Q: 3 clusters Score -9910925 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -9912697.000000 Penalty: 5601.878906
	Iteration 10Q: 3 clusters Score -9912697 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -9913834.000000 Penalty: 5601.878906
	Iteration 11Q: 3 clusters Score -9913834 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -9914504.000000 Penalty: 5601.878906
	Iteration 12Q: 3 clusters Score -9914504 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -9914905.000000 Penalty: 5601.878906
	Iteration 13Q: 3 clusters Score -9914905 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -9915217.000000 Penalty: 5601.878906
	Iteration 14Q: 3 clusters Score -9915217 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -9915521.000000 Penalty: 5601.878906
	Iteration 15Q: 3 clusters Score -9915521 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 63021 members 
Entering Unmasked Estep 
Score: -9915856.000000 Penalty: 5601.878906
	Iteration 16Q: 3 clusters Score -9915856 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -9916267.000000 Penalty: 5601.878906
	Iteration 17Q: 3 clusters Score -9916267 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -9916702.000000 Penalty: 5601.878906
	Iteration 18Q: 3 clusters Score -9916702 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -9917251.000000 Penalty: 5601.878906
	Iteration 19Q: 3 clusters Score -9917251 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -9917763.000000 Penalty: 5601.878906
	Iteration 20F: 3 clusters Score -9917763 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -9918381.000000 Penalty: 5601.878906
	Iteration 21Q: 3 clusters Score -9918381 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9919034.000000 Penalty: 5601.878906
	Iteration 22Q: 3 clusters Score -9919034 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -9919690.000000 Penalty: 5601.878906
	Iteration 23Q: 3 clusters Score -9919690 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -9920348.000000 Penalty: 5601.878906
	Iteration 24Q: 3 clusters Score -9920348 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -9920993.000000 Penalty: 5601.878906
	Iteration 25Q: 3 clusters Score -9920993 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -9921544.000000 Penalty: 5601.878906
	Iteration 26Q: 3 clusters Score -9921544 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -9921986.000000 Penalty: 5601.878906
	Iteration 27Q: 3 clusters Score -9921986 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -9922372.000000 Penalty: 5601.878906
	Iteration 28Q: 3 clusters Score -9922372 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -9922692.000000 Penalty: 5601.878906
	Iteration 29Q: 3 clusters Score -9922692 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -9922952.000000 Penalty: 5601.878906
	Iteration 30Q: 3 clusters Score -9922952 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -9923112.000000 Penalty: 5601.878906
	Iteration 31Q: 3 clusters Score -9923112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -9923216.000000 Penalty: 5601.878906
	Iteration 32Q: 3 clusters Score -9923216 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -9923339.000000 Penalty: 5601.878906
	Iteration 33Q: 3 clusters Score -9923339 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -9923428.000000 Penalty: 5601.878906
	Iteration 34Q: 3 clusters Score -9923428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -9923498.000000 Penalty: 5601.878906
	Iteration 35Q: 3 clusters Score -9923498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -9923535.000000 Penalty: 5601.878906
	Iteration 36Q: 3 clusters Score -9923535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -9923567.000000 Penalty: 5601.878906
	Iteration 37Q: 3 clusters Score -9923567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -9923595.000000 Penalty: 5601.878906
	Iteration 38Q: 3 clusters Score -9923595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -9923604.000000 Penalty: 5601.878906
	Iteration 39Q: 3 clusters Score -9923604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -9923616.000000 Penalty: 5601.878906
	Iteration 40F: 3 clusters Score -9923616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -9923618.000000 Penalty: 5601.878906
	Iteration 41Q: 3 clusters Score -9923618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -9923617.000000 Penalty: 5601.878906
	Iteration 42Q: 3 clusters Score -9923617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -9923614.000000 Penalty: 5601.878906
	Iteration 43Q: 3 clusters Score -9923614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -9923626.000000 Penalty: 5601.878906
	Iteration 44Q: 3 clusters Score -9923626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -9923627.000000 Penalty: 5601.878906
	Iteration 45Q: 3 clusters Score -9923627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -9923641.000000 Penalty: 5601.878906
	Iteration 46Q: 3 clusters Score -9923641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -9923640.000000 Penalty: 5601.878906
	Iteration 47Q: 3 clusters Score -9923640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -9923651.000000 Penalty: 5601.878906
	Iteration 48Q: 3 clusters Score -9923651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -9923649.000000 Penalty: 5601.878906
	Iteration 49Q: 3 clusters Score -9923649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -9923647.000000 Penalty: 5601.878906
	Iteration 50Q: 3 clusters Score -9923647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -9923653.000000 Penalty: 5601.878906
	Iteration 51Q: 3 clusters Score -9923653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -9923651.000000 Penalty: 5601.878906
	Iteration 52Q: 3 clusters Score -9923651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -9923654.000000 Penalty: 5601.878906
	Iteration 53Q: 3 clusters Score -9923654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -9923654.000000 Penalty: 5601.878906
	Iteration 54Q: 3 clusters Score -9923654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -9923654.000000 Penalty: 5601.878906
	Iteration 55F: 3 clusters Score -9923654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Entering Unmasked Estep 
Score: -5355787.000000 Penalty: 2647.327148
	Iteration 0F: 2 clusters Score -5355787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5326606.500000 Penalty: 5294.654297
	Iteration 0F: 3 clusters Score -5326606 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5337834.000000 Penalty: 5294.654297
	Iteration 1F: 3 clusters Score -5337834 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5339044.500000 Penalty: 5294.654297
	Iteration 2F: 3 clusters Score -5339044 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -5340721.000000 Penalty: 5294.654297
	Iteration 3F: 3 clusters Score -5340721 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -5343099.500000 Penalty: 5294.654297
	Iteration 4F: 3 clusters Score -5343100 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -5346023.000000 Penalty: 5294.654297
	Iteration 5F: 3 clusters Score -5346023 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -5349017.500000 Penalty: 5294.654297
	Iteration 6F: 3 clusters Score -5349018 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5351194.500000 Penalty: 5294.654297
	Iteration 7F: 3 clusters Score -5351194 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5352358.000000 Penalty: 5294.654297
	Iteration 8Q: 3 clusters Score -5352358 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5352957.000000 Penalty: 5294.654297
	Iteration 9Q: 3 clusters Score -5352957 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -5353267.500000 Penalty: 5294.654297
	Iteration 10Q: 3 clusters Score -5353268 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5353424.000000 Penalty: 5294.654297
	Iteration 11Q: 3 clusters Score -5353424 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5353562.500000 Penalty: 5294.654297
	Iteration 12Q: 3 clusters Score -5353562 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5353696.000000 Penalty: 5294.654297
	Iteration 13Q: 3 clusters Score -5353696 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5353791.000000 Penalty: 5294.654297
	Iteration 14Q: 3 clusters Score -5353791 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5353858.500000 Penalty: 5294.654297
	Iteration 15Q: 3 clusters Score -5353858 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -5353938.500000 Penalty: 5294.654297
	Iteration 16Q: 3 clusters Score -5353938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5353973.500000 Penalty: 5294.654297
	Iteration 17Q: 3 clusters Score -5353974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5354014.500000 Penalty: 5294.654297
	Iteration 18Q: 3 clusters Score -5354014 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5354052.500000 Penalty: 5294.654297
	Iteration 19Q: 3 clusters Score -5354052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5354134.000000 Penalty: 5294.654297
	Iteration 20F: 3 clusters Score -5354134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5354160.500000 Penalty: 5294.654297
	Iteration 21Q: 3 clusters Score -5354160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5354185.500000 Penalty: 5294.654297
	Iteration 22Q: 3 clusters Score -5354186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -5354229.500000 Penalty: 5294.654297
	Iteration 23Q: 3 clusters Score -5354230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5354236.500000 Penalty: 5294.654297
	Iteration 24Q: 3 clusters Score -5354236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5354260.500000 Penalty: 5294.654297
	Iteration 25Q: 3 clusters Score -5354260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -5354264.500000 Penalty: 5294.654297
	Iteration 26Q: 3 clusters Score -5354264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -5354267.500000 Penalty: 5294.654297
	Iteration 27Q: 3 clusters Score -5354268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -5354278.500000 Penalty: 5294.654297
	Iteration 28Q: 3 clusters Score -5354278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -5354289.000000 Penalty: 5294.654297
	Iteration 29Q: 3 clusters Score -5354289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5354307.000000 Penalty: 5294.654297
	Iteration 30Q: 3 clusters Score -5354307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -5354312.000000 Penalty: 5294.654297
	Iteration 31Q: 3 clusters Score -5354312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -5354322.500000 Penalty: 5294.654297
	Iteration 32Q: 3 clusters Score -5354322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -5354318.000000 Penalty: 5294.654297
	Iteration 33Q: 3 clusters Score -5354318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5354318.000000 Penalty: 5294.654297
	Iteration 34Q: 3 clusters Score -5354318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -5354317.500000 Penalty: 5294.654297
	Iteration 35Q: 3 clusters Score -5354318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -5354317.500000 Penalty: 5294.654297
	Iteration 36Q: 3 clusters Score -5354318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5354320.000000 Penalty: 5294.654297
	Iteration 37Q: 3 clusters Score -5354320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -5354333.500000 Penalty: 5294.654297
	Iteration 38Q: 3 clusters Score -5354334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -5354333.500000 Penalty: 5294.654297
	Iteration 39Q: 3 clusters Score -5354334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5354332.000000 Penalty: 5294.654297
	Iteration 40F: 3 clusters Score -5354332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5354328.500000 Penalty: 5294.654297
	Iteration 41Q: 3 clusters Score -5354328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -5354330.500000 Penalty: 5294.654297
	Iteration 42Q: 3 clusters Score -5354330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5354330.000000 Penalty: 5294.654297
	Iteration 43Q: 3 clusters Score -5354330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5354333.000000 Penalty: 5294.654297
	Iteration 44Q: 3 clusters Score -5354333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5354337.500000 Penalty: 5294.654297
	Iteration 45Q: 3 clusters Score -5354338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5354346.000000 Penalty: 5294.654297
	Iteration 46Q: 3 clusters Score -5354346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5354346.500000 Penalty: 5294.654297
	Iteration 47Q: 3 clusters Score -5354346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -5354337.000000 Penalty: 5294.654297
	Iteration 48Q: 3 clusters Score -5354337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5354336.500000 Penalty: 5294.654297
	Iteration 49Q: 3 clusters Score -5354336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5354334.500000 Penalty: 5294.654297
	Iteration 50Q: 3 clusters Score -5354334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5354339.000000 Penalty: 5294.654297
	Iteration 51Q: 3 clusters Score -5354339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5354342.000000 Penalty: 5294.654297
	Iteration 52Q: 3 clusters Score -5354342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5354337.000000 Penalty: 5294.654297
	Iteration 53Q: 3 clusters Score -5354337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5354337.000000 Penalty: 5294.654297
	Iteration 54F: 3 clusters Score -5354337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Entering Unmasked Estep 
Score: -2171102.250000 Penalty: 2421.257080
	Iteration 0F: 2 clusters Score -2171102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2158715.750000 Penalty: 4842.514160
	Iteration 0F: 3 clusters Score -2158716 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2162943.750000 Penalty: 4842.514160
	Iteration 1F: 3 clusters Score -2162944 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2163575.500000 Penalty: 4842.514160
	Iteration 2F: 3 clusters Score -2163576 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2164263.500000 Penalty: 4842.514160
	Iteration 3F: 3 clusters Score -2164264 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2164877.000000 Penalty: 4842.514160
	Iteration 4F: 3 clusters Score -2164877 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2165390.000000 Penalty: 4842.514160
	Iteration 5F: 3 clusters Score -2165390 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2165834.250000 Penalty: 4842.514160
	Iteration 6F: 3 clusters Score -2165834 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2166251.500000 Penalty: 4842.514160
	Iteration 7Q: 3 clusters Score -2166252 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2166717.500000 Penalty: 4842.514160
	Iteration 8Q: 3 clusters Score -2166718 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2167222.250000 Penalty: 4842.514160
	Iteration 9Q: 3 clusters Score -2167222 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2167707.500000 Penalty: 4842.514160
	Iteration 10Q: 3 clusters Score -2167708 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2168216.000000 Penalty: 4842.514160
	Iteration 11Q: 3 clusters Score -2168216 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2168720.500000 Penalty: 4842.514160
	Iteration 12Q: 3 clusters Score -2168720 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2169141.750000 Penalty: 4842.514160
	Iteration 13Q: 3 clusters Score -2169142 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2169501.000000 Penalty: 4842.514160
	Iteration 14Q: 3 clusters Score -2169501 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2169800.750000 Penalty: 4842.514160
	Iteration 15Q: 3 clusters Score -2169801 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2170053.500000 Penalty: 4842.514160
	Iteration 16Q: 3 clusters Score -2170054 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2170259.000000 Penalty: 4842.514160
	Iteration 17Q: 3 clusters Score -2170259 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2170394.500000 Penalty: 4842.514160
	Iteration 18Q: 3 clusters Score -2170394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2170493.000000 Penalty: 4842.514160
	Iteration 19Q: 3 clusters Score -2170493 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2170564.500000 Penalty: 4842.514160
	Iteration 20F: 3 clusters Score -2170564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2170613.250000 Penalty: 4842.514160
	Iteration 21Q: 3 clusters Score -2170613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2170646.000000 Penalty: 4842.514160
	Iteration 22Q: 3 clusters Score -2170646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2170653.000000 Penalty: 4842.514160
	Iteration 23Q: 3 clusters Score -2170653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2170666.000000 Penalty: 4842.514160
	Iteration 24Q: 3 clusters Score -2170666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2170670.000000 Penalty: 4842.514160
	Iteration 25Q: 3 clusters Score -2170670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2170675.000000 Penalty: 4842.514160
	Iteration 26Q: 3 clusters Score -2170675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2170679.500000 Penalty: 4842.514160
	Iteration 27Q: 3 clusters Score -2170680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2170680.250000 Penalty: 4842.514160
	Iteration 28Q: 3 clusters Score -2170680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2170678.250000 Penalty: 4842.514160
	Iteration 29Q: 3 clusters Score -2170678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2170678.250000 Penalty: 4842.514160
	Iteration 30F: 3 clusters Score -2170678 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: -796396.750000 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -796396.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -790708.875000 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -790708.9 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -792418.125000 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -792418.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -792981.875000 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -792981.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -793538.937500 Penalty: 4379.949219
	Iteration 3F: 3 clusters Score -793538.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -794011.812500 Penalty: 4379.949219
	Iteration 4F: 3 clusters Score -794011.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -794333.125000 Penalty: 4379.949219
	Iteration 5F: 3 clusters Score -794333.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -794530.375000 Penalty: 4379.949219
	Iteration 6Q: 3 clusters Score -794530.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -794668.625000 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -794668.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -794772.812500 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -794772.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -794843.625000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -794843.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -794892.687500 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -794892.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -794927.875000 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -794927.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -794962.187500 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -794962.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -795001.437500 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -795001.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -795039.000000 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -795039 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -795075.500000 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -795075.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -795108.937500 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -795108.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -795143.750000 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -795143.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -795166.812500 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -795166.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -795183.062500 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -795183.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -795203.312500 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -795203.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -795215.937500 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -795215.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -795231.562500 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -795231.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -795245.562500 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -795245.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -795258.187500 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -795258.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -795268.562500 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -795268.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -795273.000000 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -795273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -795278.500000 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -795278.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -795283.562500 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -795283.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -795289.062500 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -795289.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -795296.687500 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -795296.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -795304.500000 Penalty: 4379.949219
	Iteration 31Q: 3 clusters Score -795304.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -795308.250000 Penalty: 4379.949219
	Iteration 32Q: 3 clusters Score -795308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -795309.375000 Penalty: 4379.949219
	Iteration 33Q: 3 clusters Score -795309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -795313.312500 Penalty: 4379.949219
	Iteration 34Q: 3 clusters Score -795313.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -795313.312500 Penalty: 4379.949219
	Iteration 35Q: 3 clusters Score -795313.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -795318.562500 Penalty: 4379.949219
	Iteration 36Q: 3 clusters Score -795318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -795319.312500 Penalty: 4379.949219
	Iteration 37Q: 3 clusters Score -795319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -795319.312500 Penalty: 4379.949219
	Iteration 38Q: 3 clusters Score -795319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -795320.187500 Penalty: 4379.949219
	Iteration 39Q: 3 clusters Score -795320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -795319.375000 Penalty: 4379.949219
	Iteration 40F: 3 clusters Score -795319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -251794.250000 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -251794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -249086.500000 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -249086.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249541.531250 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -249541.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -249670.578125 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -249670.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249740.484375 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -249740.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -249781.109375 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -249781.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -249808.375000 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -249808.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -249831.921875 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -249831.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249849.890625 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -249849.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -249862.968750 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -249863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -249870.015625 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -249870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249876.640625 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -249876.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249882.078125 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -249882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -249885.062500 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -249885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -249885.640625 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -249885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249886.187500 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -249886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249886.187500 Penalty: 3795.662842
	Iteration 15F: 3 clusters Score -249886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196630 members 
Entering Unmasked Estep 
Score: -24253496.000000 Penalty: 3022.891602
	Iteration 0F: 2 clusters Score -2.42535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98636 members 
Mstep: Class 2 contains 97994 members 
Entering Unmasked Estep 
Score: -24127516.000000 Penalty: 6045.783203
	Iteration 0F: 3 clusters Score -2.412752e+07 nChanged 94765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 93383 members 
Entering Unmasked Estep 
Score: -24181882.000000 Penalty: 6045.783203
	Iteration 1F: 3 clusters Score -2.418188e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -24183152.000000 Penalty: 6045.783203
	Iteration 2Q: 3 clusters Score -2.418315e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 84954 members 
Entering Unmasked Estep 
Score: -24184882.000000 Penalty: 6045.783203
	Iteration 3Q: 3 clusters Score -2.418488e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119539 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -24188070.000000 Penalty: 6045.783203
	Iteration 4Q: 3 clusters Score -2.418807e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -24195134.000000 Penalty: 6045.783203
	Iteration 5F: 3 clusters Score -2.419513e+07 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147811 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -24207570.000000 Penalty: 6045.783203
	Iteration 6F: 3 clusters Score -2.420757e+07 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -24224874.000000 Penalty: 6045.783203
	Iteration 7F: 3 clusters Score -2.422487e+07 nChanged 16467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183762 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -24239366.000000 Penalty: 6045.783203
	Iteration 8F: 3 clusters Score -2.423937e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192440 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -24247040.000000 Penalty: 6045.783203
	Iteration 9Q: 3 clusters Score -2.424704e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195358 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24249582.000000 Penalty: 6045.783203
	Iteration 10Q: 3 clusters Score -2.424958e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196125 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -24250360.000000 Penalty: 6045.783203
	Iteration 11Q: 3 clusters Score -2.425036e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196300 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24250546.000000 Penalty: 6045.783203
	Iteration 12Q: 3 clusters Score -2.425055e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24250670.000000 Penalty: 6045.783203
	Iteration 13Q: 3 clusters Score -2.425067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196389 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24250722.000000 Penalty: 6045.783203
	Iteration 14Q: 3 clusters Score -2.425072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24250760.000000 Penalty: 6045.783203
	Iteration 15Q: 3 clusters Score -2.425076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196406 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -24250790.000000 Penalty: 6045.783203
	Iteration 16Q: 3 clusters Score -2.425079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196404 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24250824.000000 Penalty: 6045.783203
	Iteration 17Q: 3 clusters Score -2.425082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196407 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -24250836.000000 Penalty: 6045.783203
	Iteration 18Q: 3 clusters Score -2.425084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196410 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24250858.000000 Penalty: 6045.783203
	Iteration 19Q: 3 clusters Score -2.425086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24250886.000000 Penalty: 6045.783203
	Iteration 20F: 3 clusters Score -2.425089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24250892.000000 Penalty: 6045.783203
	Iteration 21Q: 3 clusters Score -2.425089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24250890.000000 Penalty: 6045.783203
	Iteration 22Q: 3 clusters Score -2.425089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196412 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24250892.000000 Penalty: 6045.783203
	Iteration 23Q: 3 clusters Score -2.425089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196411 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24250884.000000 Penalty: 6045.783203
	Iteration 24Q: 3 clusters Score -2.425088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196411 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24250884.000000 Penalty: 6045.783203
	Iteration 25F: 3 clusters Score -2.425088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Entering Unmasked Estep 
Score: -20626684.000000 Penalty: 2982.795166
	Iteration 0F: 2 clusters Score -2.062668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -20516620.000000 Penalty: 5965.590332
	Iteration 0F: 3 clusters Score -2.051662e+07 nChanged 79981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -20563602.000000 Penalty: 5965.590332
	Iteration 1F: 3 clusters Score -2.05636e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -20564350.000000 Penalty: 5965.590332
	Iteration 2Q: 3 clusters Score -2.056435e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -20565104.000000 Penalty: 5965.590332
	Iteration 3Q: 3 clusters Score -2.05651e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -20566196.000000 Penalty: 5965.590332
	Iteration 4Q: 3 clusters Score -2.05662e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -20567672.000000 Penalty: 5965.590332
	Iteration 5Q: 3 clusters Score -2.056767e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 88036 members 
Entering Unmasked Estep 
Score: -20569740.000000 Penalty: 5965.590332
	Iteration 6Q: 3 clusters Score -2.056974e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 90262 members 
Entering Unmasked Estep 
Score: -20573390.000000 Penalty: 5965.590332
	Iteration 7Q: 3 clusters Score -2.057339e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -20579690.000000 Penalty: 5965.590332
	Iteration 8F: 3 clusters Score -2.057969e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -20588364.000000 Penalty: 5965.590332
	Iteration 9F: 3 clusters Score -2.058836e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -20596918.000000 Penalty: 5965.590332
	Iteration 10F: 3 clusters Score -2.059692e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -20601522.000000 Penalty: 5965.590332
	Iteration 11F: 3 clusters Score -2.060152e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -20603632.000000 Penalty: 5965.590332
	Iteration 12Q: 3 clusters Score -2.060363e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 102520 members 
Entering Unmasked Estep 
Score: -20604812.000000 Penalty: 5965.590332
	Iteration 13Q: 3 clusters Score -2.060481e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -20605720.000000 Penalty: 5965.590332
	Iteration 14Q: 3 clusters Score -2.060572e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 104835 members 
Entering Unmasked Estep 
Score: -20606574.000000 Penalty: 5965.590332
	Iteration 15Q: 3 clusters Score -2.060657e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 105889 members 
Entering Unmasked Estep 
Score: -20607402.000000 Penalty: 5965.590332
	Iteration 16Q: 3 clusters Score -2.06074e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -20608248.000000 Penalty: 5965.590332
	Iteration 17Q: 3 clusters Score -2.060825e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -20609062.000000 Penalty: 5965.590332
	Iteration 18Q: 3 clusters Score -2.060906e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 108685 members 
Entering Unmasked Estep 
Score: -20609652.000000 Penalty: 5965.590332
	Iteration 19Q: 3 clusters Score -2.060965e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -20610170.000000 Penalty: 5965.590332
	Iteration 20F: 3 clusters Score -2.061017e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -20610644.000000 Penalty: 5965.590332
	Iteration 21Q: 3 clusters Score -2.061064e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -20610978.000000 Penalty: 5965.590332
	Iteration 22Q: 3 clusters Score -2.061098e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -20611218.000000 Penalty: 5965.590332
	Iteration 23Q: 3 clusters Score -2.061122e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -20611428.000000 Penalty: 5965.590332
	Iteration 24Q: 3 clusters Score -2.061143e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53844 members 
Mstep: Class 2 contains 113432 members 
Entering Unmasked Estep 
Score: -20611674.000000 Penalty: 5965.590332
	Iteration 25Q: 3 clusters Score -2.061167e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 114304 members 
Entering Unmasked Estep 
Score: -20611978.000000 Penalty: 5965.590332
	Iteration 26Q: 3 clusters Score -2.061198e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -20612206.000000 Penalty: 5965.590332
	Iteration 27Q: 3 clusters Score -2.061221e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -20612368.000000 Penalty: 5965.590332
	Iteration 28Q: 3 clusters Score -2.061237e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 116773 members 
Entering Unmasked Estep 
Score: -20612548.000000 Penalty: 5965.590332
	Iteration 29Q: 3 clusters Score -2.061255e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -20612728.000000 Penalty: 5965.590332
	Iteration 30Q: 3 clusters Score -2.061273e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -20612848.000000 Penalty: 5965.590332
	Iteration 31Q: 3 clusters Score -2.061285e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -20612910.000000 Penalty: 5965.590332
	Iteration 32Q: 3 clusters Score -2.061291e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 120401 members 
Entering Unmasked Estep 
Score: -20613050.000000 Penalty: 5965.590332
	Iteration 33Q: 3 clusters Score -2.061305e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 121324 members 
Entering Unmasked Estep 
Score: -20613194.000000 Penalty: 5965.590332
	Iteration 34Q: 3 clusters Score -2.061319e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -20613374.000000 Penalty: 5965.590332
	Iteration 35Q: 3 clusters Score -2.061337e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 123343 members 
Entering Unmasked Estep 
Score: -20613490.000000 Penalty: 5965.590332
	Iteration 36Q: 3 clusters Score -2.061349e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -20613684.000000 Penalty: 5965.590332
	Iteration 37Q: 3 clusters Score -2.061368e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -20613868.000000 Penalty: 5965.590332
	Iteration 38Q: 3 clusters Score -2.061387e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 126578 members 
Entering Unmasked Estep 
Score: -20613978.000000 Penalty: 5965.590332
	Iteration 39Q: 3 clusters Score -2.061398e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 127643 members 
Entering Unmasked Estep 
Score: -20614146.000000 Penalty: 5965.590332
	Iteration 40F: 3 clusters Score -2.061415e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -20614336.000000 Penalty: 5965.590332
	Iteration 41Q: 3 clusters Score -2.061434e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 129839 members 
Entering Unmasked Estep 
Score: -20614422.000000 Penalty: 5965.590332
	Iteration 42Q: 3 clusters Score -2.061442e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 130983 members 
Entering Unmasked Estep 
Score: -20614584.000000 Penalty: 5965.590332
	Iteration 43Q: 3 clusters Score -2.061458e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -20614862.000000 Penalty: 5965.590332
	Iteration 44Q: 3 clusters Score -2.061486e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 133469 members 
Entering Unmasked Estep 
Score: -20615246.000000 Penalty: 5965.590332
	Iteration 45Q: 3 clusters Score -2.061525e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 134718 members 
Entering Unmasked Estep 
Score: -20615466.000000 Penalty: 5965.590332
	Iteration 46Q: 3 clusters Score -2.061547e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -20615636.000000 Penalty: 5965.590332
	Iteration 47Q: 3 clusters Score -2.061564e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 137366 members 
Entering Unmasked Estep 
Score: -20615772.000000 Penalty: 5965.590332
	Iteration 48Q: 3 clusters Score -2.061577e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 138779 members 
Entering Unmasked Estep 
Score: -20616148.000000 Penalty: 5965.590332
	Iteration 49Q: 3 clusters Score -2.061615e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -20616584.000000 Penalty: 5965.590332
	Iteration 50Q: 3 clusters Score -2.061658e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -20616846.000000 Penalty: 5965.590332
	Iteration 51Q: 3 clusters Score -2.061685e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 143285 members 
Entering Unmasked Estep 
Score: -20617294.000000 Penalty: 5965.590332
	Iteration 52Q: 3 clusters Score -2.061729e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 144917 members 
Entering Unmasked Estep 
Score: -20617786.000000 Penalty: 5965.590332
	Iteration 53Q: 3 clusters Score -2.061779e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -20618220.000000 Penalty: 5965.590332
	Iteration 54Q: 3 clusters Score -2.061822e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -20618666.000000 Penalty: 5965.590332
	Iteration 55Q: 3 clusters Score -2.061867e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -20619154.000000 Penalty: 5965.590332
	Iteration 56Q: 3 clusters Score -2.061915e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -20619648.000000 Penalty: 5965.590332
	Iteration 57Q: 3 clusters Score -2.061965e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 153672 members 
Entering Unmasked Estep 
Score: -20620240.000000 Penalty: 5965.590332
	Iteration 58Q: 3 clusters Score -2.062024e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 155426 members 
Entering Unmasked Estep 
Score: -20620926.000000 Penalty: 5965.590332
	Iteration 59Q: 3 clusters Score -2.062093e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -20621594.000000 Penalty: 5965.590332
	Iteration 60F: 3 clusters Score -2.062159e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 158687 members 
Entering Unmasked Estep 
Score: -20621950.000000 Penalty: 5965.590332
	Iteration 61Q: 3 clusters Score -2.062195e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 160084 members 
Entering Unmasked Estep 
Score: -20622428.000000 Penalty: 5965.590332
	Iteration 62Q: 3 clusters Score -2.062243e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 161294 members 
Entering Unmasked Estep 
Score: -20622926.000000 Penalty: 5965.590332
	Iteration 63Q: 3 clusters Score -2.062293e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 162304 members 
Entering Unmasked Estep 
Score: -20623182.000000 Penalty: 5965.590332
	Iteration 64Q: 3 clusters Score -2.062318e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -20623418.000000 Penalty: 5965.590332
	Iteration 65Q: 3 clusters Score -2.062342e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 163779 members 
Entering Unmasked Estep 
Score: -20623676.000000 Penalty: 5965.590332
	Iteration 66Q: 3 clusters Score -2.062368e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -20623852.000000 Penalty: 5965.590332
	Iteration 67Q: 3 clusters Score -2.062385e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 164720 members 
Entering Unmasked Estep 
Score: -20623928.000000 Penalty: 5965.590332
	Iteration 68Q: 3 clusters Score -2.062393e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -20624016.000000 Penalty: 5965.590332
	Iteration 69Q: 3 clusters Score -2.062402e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 165323 members 
Entering Unmasked Estep 
Score: -20624018.000000 Penalty: 5965.590332
	Iteration 70Q: 3 clusters Score -2.062402e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 165528 members 
Entering Unmasked Estep 
Score: -20624056.000000 Penalty: 5965.590332
	Iteration 71Q: 3 clusters Score -2.062406e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -20624116.000000 Penalty: 5965.590332
	Iteration 72Q: 3 clusters Score -2.062412e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -20624124.000000 Penalty: 5965.590332
	Iteration 73Q: 3 clusters Score -2.062412e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 165891 members 
Entering Unmasked Estep 
Score: -20624132.000000 Penalty: 5965.590332
	Iteration 74Q: 3 clusters Score -2.062413e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 165968 members 
Entering Unmasked Estep 
Score: -20624188.000000 Penalty: 5965.590332
	Iteration 75Q: 3 clusters Score -2.062419e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 166033 members 
Entering Unmasked Estep 
Score: -20624178.000000 Penalty: 5965.590332
	Iteration 76Q: 3 clusters Score -2.062418e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 166084 members 
Entering Unmasked Estep 
Score: -20624190.000000 Penalty: 5965.590332
	Iteration 77Q: 3 clusters Score -2.062419e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 166128 members 
Entering Unmasked Estep 
Score: -20624194.000000 Penalty: 5965.590332
	Iteration 78Q: 3 clusters Score -2.062419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -20624206.000000 Penalty: 5965.590332
	Iteration 79Q: 3 clusters Score -2.062421e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 166179 members 
Entering Unmasked Estep 
Score: -20624202.000000 Penalty: 5965.590332
	Iteration 80F: 3 clusters Score -2.06242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -20624214.000000 Penalty: 5965.590332
	Iteration 81Q: 3 clusters Score -2.062421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 166214 members 
Entering Unmasked Estep 
Score: -20624236.000000 Penalty: 5965.590332
	Iteration 82Q: 3 clusters Score -2.062424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -20624242.000000 Penalty: 5965.590332
	Iteration 83Q: 3 clusters Score -2.062424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -20624254.000000 Penalty: 5965.590332
	Iteration 84Q: 3 clusters Score -2.062425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 166258 members 
Entering Unmasked Estep 
Score: -20624260.000000 Penalty: 5965.590332
	Iteration 85Q: 3 clusters Score -2.062426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 166264 members 
Entering Unmasked Estep 
Score: -20624254.000000 Penalty: 5965.590332
	Iteration 86Q: 3 clusters Score -2.062425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 166269 members 
Entering Unmasked Estep 
Score: -20624268.000000 Penalty: 5965.590332
	Iteration 87Q: 3 clusters Score -2.062427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -20624268.000000 Penalty: 5965.590332
	Iteration 88Q: 3 clusters Score -2.062427e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 166279 members 
Entering Unmasked Estep 
Score: -20624270.000000 Penalty: 5965.590332
	Iteration 89Q: 3 clusters Score -2.062427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 166288 members 
Entering Unmasked Estep 
Score: -20624290.000000 Penalty: 5965.590332
	Iteration 90Q: 3 clusters Score -2.062429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -20624282.000000 Penalty: 5965.590332
	Iteration 91Q: 3 clusters Score -2.062428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 166303 members 
Entering Unmasked Estep 
Score: -20624296.000000 Penalty: 5965.590332
	Iteration 92Q: 3 clusters Score -2.06243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 166311 members 
Entering Unmasked Estep 
Score: -20624298.000000 Penalty: 5965.590332
	Iteration 93Q: 3 clusters Score -2.06243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 166319 members 
Entering Unmasked Estep 
Score: -20624286.000000 Penalty: 5965.590332
	Iteration 94Q: 3 clusters Score -2.062429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -20624290.000000 Penalty: 5965.590332
	Iteration 95Q: 3 clusters Score -2.062429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -20624284.000000 Penalty: 5965.590332
	Iteration 96Q: 3 clusters Score -2.062428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -20624290.000000 Penalty: 5965.590332
	Iteration 97Q: 3 clusters Score -2.062429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -20624280.000000 Penalty: 5965.590332
	Iteration 98Q: 3 clusters Score -2.062428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 166352 members 
Entering Unmasked Estep 
Score: -20624268.000000 Penalty: 5965.590332
	Iteration 99Q: 3 clusters Score -2.062427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 166362 members 
Entering Unmasked Estep 
Score: -20624274.000000 Penalty: 5965.590332
	Iteration 100F: 3 clusters Score -2.062427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -20624276.000000 Penalty: 5965.590332
	Iteration 101Q: 3 clusters Score -2.062428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -20624282.000000 Penalty: 5965.590332
	Iteration 102Q: 3 clusters Score -2.062428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -20624276.000000 Penalty: 5965.590332
	Iteration 103Q: 3 clusters Score -2.062428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -20624278.000000 Penalty: 5965.590332
	Iteration 104Q: 3 clusters Score -2.062428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -20624278.000000 Penalty: 5965.590332
	Iteration 105Q: 3 clusters Score -2.062428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 166391 members 
Entering Unmasked Estep 
Score: -20624292.000000 Penalty: 5965.590332
	Iteration 106Q: 3 clusters Score -2.062429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 166394 members 
Entering Unmasked Estep 
Score: -20624292.000000 Penalty: 5965.590332
	Iteration 107Q: 3 clusters Score -2.062429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -20624276.000000 Penalty: 5965.590332
	Iteration 108Q: 3 clusters Score -2.062428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -20624276.000000 Penalty: 5965.590332
	Iteration 109Q: 3 clusters Score -2.062428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -20624272.000000 Penalty: 5965.590332
	Iteration 110Q: 3 clusters Score -2.062427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -20624276.000000 Penalty: 5965.590332
	Iteration 111Q: 3 clusters Score -2.062428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -20624278.000000 Penalty: 5965.590332
	Iteration 112Q: 3 clusters Score -2.062428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 166410 members 
Entering Unmasked Estep 
Score: -20624284.000000 Penalty: 5965.590332
	Iteration 113Q: 3 clusters Score -2.062428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -20624282.000000 Penalty: 5965.590332
	Iteration 114Q: 3 clusters Score -2.062428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -20624282.000000 Penalty: 5965.590332
	Iteration 115F: 3 clusters Score -2.062428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (88568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88568 members 
Entering Unmasked Estep 
Score: -11141652.000000 Penalty: 2825.098389
	Iteration 0F: 2 clusters Score -1.114165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -11082414.000000 Penalty: 5650.196777
	Iteration 0F: 3 clusters Score -1.108241e+07 nChanged 41605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -11105944.000000 Penalty: 5650.196777
	Iteration 1F: 3 clusters Score -1.110594e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -11106562.000000 Penalty: 5650.196777
	Iteration 2Q: 3 clusters Score -1.110656e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -11107357.000000 Penalty: 5650.196777
	Iteration 3Q: 3 clusters Score -1.110736e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -11108517.000000 Penalty: 5650.196777
	Iteration 4Q: 3 clusters Score -1.110852e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -11110515.000000 Penalty: 5650.196777
	Iteration 5Q: 3 clusters Score -1.111052e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -11113760.000000 Penalty: 5650.196777
	Iteration 6F: 3 clusters Score -1.111376e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -11119187.000000 Penalty: 5650.196777
	Iteration 7F: 3 clusters Score -1.111919e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 75234 members 
Entering Unmasked Estep 
Score: -11126242.000000 Penalty: 5650.196777
	Iteration 8F: 3 clusters Score -1.112624e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
Score: -11132782.000000 Penalty: 5650.196777
	Iteration 9F: 3 clusters Score -1.113278e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 85803 members 
Entering Unmasked Estep 
Score: -11136563.000000 Penalty: 5650.196777
	Iteration 10Q: 3 clusters Score -1.113656e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -11138138.000000 Penalty: 5650.196777
	Iteration 11Q: 3 clusters Score -1.113814e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -11138740.000000 Penalty: 5650.196777
	Iteration 12Q: 3 clusters Score -1.113874e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -11138948.000000 Penalty: 5650.196777
	Iteration 13Q: 3 clusters Score -1.113895e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -11139032.000000 Penalty: 5650.196777
	Iteration 14Q: 3 clusters Score -1.113903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -11139082.000000 Penalty: 5650.196777
	Iteration 15Q: 3 clusters Score -1.113908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -11139122.000000 Penalty: 5650.196777
	Iteration 16Q: 3 clusters Score -1.113912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -11139140.000000 Penalty: 5650.196777
	Iteration 17Q: 3 clusters Score -1.113914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -11139154.000000 Penalty: 5650.196777
	Iteration 18Q: 3 clusters Score -1.113915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -11139156.000000 Penalty: 5650.196777
	Iteration 19Q: 3 clusters Score -1.113916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -11139165.000000 Penalty: 5650.196777
	Iteration 20F: 3 clusters Score -1.113916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -11139160.000000 Penalty: 5650.196777
	Iteration 21Q: 3 clusters Score -1.113916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -11139160.000000 Penalty: 5650.196777
	Iteration 22Q: 3 clusters Score -1.113916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -11139160.000000 Penalty: 5650.196777
	Iteration 23F: 3 clusters Score -1.113916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -192599.328125 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -192599.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -190158.875000 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -190158.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -190771.515625 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -190771.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -191171.296875 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -191171.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191519.171875 Penalty: 3706.924072
	Iteration 3F: 3 clusters Score -191519.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191985.015625 Penalty: 3706.924072
	Iteration 4F: 3 clusters Score -191985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192872.843750 Penalty: 3706.924072
	Iteration 5F: 3 clusters Score -192872.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -193503.625000 Penalty: 3706.924072
	Iteration 6F: 3 clusters Score -193503.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -193618.281250 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -193618.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -193730.421875 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -193730.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193836.906250 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -193836.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193868.156250 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -193868.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -193920.171875 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -193920.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -193971.953125 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -193972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -194049.828125 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -194049.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -194209.359375 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -194209.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194409.937500 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -194409.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -194468.343750 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -194468.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -194521.015625 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -194521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -194560.156250 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -194560.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -194599.578125 Penalty: 3706.924072
	Iteration 19Q: 3 clusters Score -194599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -194650.015625 Penalty: 3706.924072
	Iteration 20F: 3 clusters Score -194650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -194729.734375 Penalty: 3706.924072
	Iteration 21Q: 3 clusters Score -194729.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -194931.671875 Penalty: 3706.924072
	Iteration 22Q: 3 clusters Score -194931.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -195441.093750 Penalty: 3706.924072
	Iteration 23Q: 3 clusters Score -195441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -195459.546875 Penalty: 3706.924072
	Iteration 24Q: 3 clusters Score -195459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -195459.546875 Penalty: 3706.924072
	Iteration 25F: 3 clusters Score -195459.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 170528 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 90540 members 
Mstep: Class 5 contains 76402 members 
Mstep: Class 6 contains 30499 members 
Mstep: Class 7 contains 165531 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 80347 members 
Mstep: Class 14 contains 43248 members 
Mstep: Class 15 contains 17381 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 196630 members 
Mstep: Class 19 contains 167276 members 
Mstep: Class 20 contains 88568 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 44217 members 
Mstep: Class 23 contains 91670 members 
Mstep: Class 24 contains 146215 members 
Mstep: Class 25 contains 12947 members 
Mstep: Class 26 contains 12228 members 
Mstep: Class 27 contains 1136 members 
Entering Unmasked Estep 
Score: -194653296.000000 Penalty: 95705.312500
Splitting cluster 21 changes total score from -194651696.000000 to -194653296.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (44217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Entering Unmasked Estep 
Score: -5518869.500000 Penalty: 2652.822510
	Iteration 0F: 2 clusters Score -5518870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -5489007.000000 Penalty: 5305.645020
	Iteration 0F: 3 clusters Score -5489007 nChanged 20181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5500156.000000 Penalty: 5305.645020
	Iteration 1F: 3 clusters Score -5500156 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5500674.500000 Penalty: 5305.645020
	Iteration 2Q: 3 clusters Score -5500674 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5501214.000000 Penalty: 5305.645020
	Iteration 3Q: 3 clusters Score -5501214 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5501790.500000 Penalty: 5305.645020
	Iteration 4Q: 3 clusters Score -5501790 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -5502621.000000 Penalty: 5305.645020
	Iteration 5Q: 3 clusters Score -5502621 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -5503830.000000 Penalty: 5305.645020
	Iteration 6F: 3 clusters Score -5503830 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5505740.000000 Penalty: 5305.645020
	Iteration 7F: 3 clusters Score -5505740 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -5508548.000000 Penalty: 5305.645020
	Iteration 8F: 3 clusters Score -5508548 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5511745.500000 Penalty: 5305.645020
	Iteration 9F: 3 clusters Score -5511746 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5514317.000000 Penalty: 5305.645020
	Iteration 10F: 3 clusters Score -5514317 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5515552.000000 Penalty: 5305.645020
	Iteration 11Q: 3 clusters Score -5515552 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5516094.000000 Penalty: 5305.645020
	Iteration 12Q: 3 clusters Score -5516094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5516296.500000 Penalty: 5305.645020
	Iteration 13Q: 3 clusters Score -5516296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5516403.500000 Penalty: 5305.645020
	Iteration 14Q: 3 clusters Score -5516404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5516470.000000 Penalty: 5305.645020
	Iteration 15Q: 3 clusters Score -5516470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5516490.500000 Penalty: 5305.645020
	Iteration 16Q: 3 clusters Score -5516490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5516497.500000 Penalty: 5305.645020
	Iteration 17Q: 3 clusters Score -5516498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5516496.500000 Penalty: 5305.645020
	Iteration 18Q: 3 clusters Score -5516496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5516497.000000 Penalty: 5305.645020
	Iteration 19Q: 3 clusters Score -5516497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5516507.000000 Penalty: 5305.645020
	Iteration 20F: 3 clusters Score -5516507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5516518.000000 Penalty: 5305.645020
	Iteration 21Q: 3 clusters Score -5516518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5516540.500000 Penalty: 5305.645020
	Iteration 22Q: 3 clusters Score -5516540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5516542.500000 Penalty: 5305.645020
	Iteration 23Q: 3 clusters Score -5516542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5516549.000000 Penalty: 5305.645020
	Iteration 24Q: 3 clusters Score -5516549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5516546.000000 Penalty: 5305.645020
	Iteration 25Q: 3 clusters Score -5516546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5516554.500000 Penalty: 5305.645020
	Iteration 26Q: 3 clusters Score -5516554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5516554.500000 Penalty: 5305.645020
	Iteration 27F: 3 clusters Score -5516554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (91670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Entering Unmasked Estep 
Score: -11389331.000000 Penalty: 2833.635498
	Iteration 0F: 2 clusters Score -1.138933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -11328050.000000 Penalty: 5667.270996
	Iteration 0F: 3 clusters Score -1.132805e+07 nChanged 43112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -11352976.000000 Penalty: 5667.270996
	Iteration 1F: 3 clusters Score -1.135298e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -11354377.000000 Penalty: 5667.270996
	Iteration 2Q: 3 clusters Score -1.135438e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -11356501.000000 Penalty: 5667.270996
	Iteration 3F: 3 clusters Score -1.13565e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -11360237.000000 Penalty: 5667.270996
	Iteration 4F: 3 clusters Score -1.136024e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -11365747.000000 Penalty: 5667.270996
	Iteration 5F: 3 clusters Score -1.136575e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -11372830.000000 Penalty: 5667.270996
	Iteration 6F: 3 clusters Score -1.137283e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -11379259.000000 Penalty: 5667.270996
	Iteration 7F: 3 clusters Score -1.137926e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -11382932.000000 Penalty: 5667.270996
	Iteration 8Q: 3 clusters Score -1.138293e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -11384594.000000 Penalty: 5667.270996
	Iteration 9Q: 3 clusters Score -1.138459e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -11385364.000000 Penalty: 5667.270996
	Iteration 10Q: 3 clusters Score -1.138536e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -11385815.000000 Penalty: 5667.270996
	Iteration 11Q: 3 clusters Score -1.138582e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 84946 members 
Entering Unmasked Estep 
Score: -11386195.000000 Penalty: 5667.270996
	Iteration 12Q: 3 clusters Score -1.13862e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -11386409.000000 Penalty: 5667.270996
	Iteration 13Q: 3 clusters Score -1.138641e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -11386655.000000 Penalty: 5667.270996
	Iteration 14Q: 3 clusters Score -1.138666e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -11386819.000000 Penalty: 5667.270996
	Iteration 15Q: 3 clusters Score -1.138682e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -11386935.000000 Penalty: 5667.270996
	Iteration 16Q: 3 clusters Score -1.138694e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
Score: -11387082.000000 Penalty: 5667.270996
	Iteration 17Q: 3 clusters Score -1.138708e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -11387209.000000 Penalty: 5667.270996
	Iteration 18Q: 3 clusters Score -1.138721e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -11387263.000000 Penalty: 5667.270996
	Iteration 19Q: 3 clusters Score -1.138726e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -11387313.000000 Penalty: 5667.270996
	Iteration 20F: 3 clusters Score -1.138731e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -11387359.000000 Penalty: 5667.270996
	Iteration 21Q: 3 clusters Score -1.138736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -11387379.000000 Penalty: 5667.270996
	Iteration 22Q: 3 clusters Score -1.138738e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -11387428.000000 Penalty: 5667.270996
	Iteration 23Q: 3 clusters Score -1.138743e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -11387441.000000 Penalty: 5667.270996
	Iteration 24Q: 3 clusters Score -1.138744e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -11387448.000000 Penalty: 5667.270996
	Iteration 25Q: 3 clusters Score -1.138745e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -11387469.000000 Penalty: 5667.270996
	Iteration 26Q: 3 clusters Score -1.138747e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -11387482.000000 Penalty: 5667.270996
	Iteration 27Q: 3 clusters Score -1.138748e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -11387491.000000 Penalty: 5667.270996
	Iteration 28Q: 3 clusters Score -1.138749e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -11387486.000000 Penalty: 5667.270996
	Iteration 29Q: 3 clusters Score -1.138749e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -11387492.000000 Penalty: 5667.270996
	Iteration 30Q: 3 clusters Score -1.138749e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -11387511.000000 Penalty: 5667.270996
	Iteration 31Q: 3 clusters Score -1.138751e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -11387526.000000 Penalty: 5667.270996
	Iteration 32Q: 3 clusters Score -1.138753e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -11387549.000000 Penalty: 5667.270996
	Iteration 33Q: 3 clusters Score -1.138755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -11387520.000000 Penalty: 5667.270996
	Iteration 34Q: 3 clusters Score -1.138752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -11387539.000000 Penalty: 5667.270996
	Iteration 35Q: 3 clusters Score -1.138754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -11387535.000000 Penalty: 5667.270996
	Iteration 36Q: 3 clusters Score -1.138754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -11387526.000000 Penalty: 5667.270996
	Iteration 37Q: 3 clusters Score -1.138753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -11387528.000000 Penalty: 5667.270996
	Iteration 38Q: 3 clusters Score -1.138753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -11387519.000000 Penalty: 5667.270996
	Iteration 39Q: 3 clusters Score -1.138752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -11387511.000000 Penalty: 5667.270996
	Iteration 40F: 3 clusters Score -1.138751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 89000 members 
Entering Unmasked Estep 
Score: -11387514.000000 Penalty: 5667.270996
	Iteration 41Q: 3 clusters Score -1.138751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -11387520.000000 Penalty: 5667.270996
	Iteration 42Q: 3 clusters Score -1.138752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -11387527.000000 Penalty: 5667.270996
	Iteration 43Q: 3 clusters Score -1.138753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -11387532.000000 Penalty: 5667.270996
	Iteration 44Q: 3 clusters Score -1.138753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -11387523.000000 Penalty: 5667.270996
	Iteration 45Q: 3 clusters Score -1.138752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -11387524.000000 Penalty: 5667.270996
	Iteration 46Q: 3 clusters Score -1.138752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11387524.000000 Penalty: 5667.270996
	Iteration 47Q: 3 clusters Score -1.138752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -11387524.000000 Penalty: 5667.270996
	Iteration 48Q: 3 clusters Score -1.138752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -11387526.000000 Penalty: 5667.270996
	Iteration 49Q: 3 clusters Score -1.138753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 89042 members 
Entering Unmasked Estep 
Score: -11387534.000000 Penalty: 5667.270996
	Iteration 50Q: 3 clusters Score -1.138753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -11387524.000000 Penalty: 5667.270996
	Iteration 51Q: 3 clusters Score -1.138752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -11387524.000000 Penalty: 5667.270996
	Iteration 52Q: 3 clusters Score -1.138752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11387521.000000 Penalty: 5667.270996
	Iteration 53Q: 3 clusters Score -1.138752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -11387531.000000 Penalty: 5667.270996
	Iteration 54Q: 3 clusters Score -1.138753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -11387539.000000 Penalty: 5667.270996
	Iteration 55Q: 3 clusters Score -1.138754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -11387536.000000 Penalty: 5667.270996
	Iteration 56Q: 3 clusters Score -1.138754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -11387537.000000 Penalty: 5667.270996
	Iteration 57Q: 3 clusters Score -1.138754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -11387535.000000 Penalty: 5667.270996
	Iteration 58Q: 3 clusters Score -1.138754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -11387542.000000 Penalty: 5667.270996
	Iteration 59Q: 3 clusters Score -1.138754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 89106 members 
Entering Unmasked Estep 
Score: -11387544.000000 Penalty: 5667.270996
	Iteration 60F: 3 clusters Score -1.138754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -11387546.000000 Penalty: 5667.270996
	Iteration 61Q: 3 clusters Score -1.138755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -11387547.000000 Penalty: 5667.270996
	Iteration 62Q: 3 clusters Score -1.138755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -11387546.000000 Penalty: 5667.270996
	Iteration 63Q: 3 clusters Score -1.138755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -11387530.000000 Penalty: 5667.270996
	Iteration 64Q: 3 clusters Score -1.138753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -11387537.000000 Penalty: 5667.270996
	Iteration 65Q: 3 clusters Score -1.138754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -11387539.000000 Penalty: 5667.270996
	Iteration 66Q: 3 clusters Score -1.138754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
Score: -11387544.000000 Penalty: 5667.270996
	Iteration 67Q: 3 clusters Score -1.138754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 89175 members 
Entering Unmasked Estep 
Score: -11387546.000000 Penalty: 5667.270996
	Iteration 68Q: 3 clusters Score -1.138755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 89177 members 
Entering Unmasked Estep 
Score: -11387547.000000 Penalty: 5667.270996
	Iteration 69Q: 3 clusters Score -1.138755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -11387547.000000 Penalty: 5667.270996
	Iteration 70Q: 3 clusters Score -1.138755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -11387549.000000 Penalty: 5667.270996
	Iteration 71Q: 3 clusters Score -1.138755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -11387547.000000 Penalty: 5667.270996
	Iteration 72Q: 3 clusters Score -1.138755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -11387547.000000 Penalty: 5667.270996
	Iteration 73F: 3 clusters Score -1.138755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (146215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146215 members 
Entering Unmasked Estep 
Score: -17893196.000000 Penalty: 2949.422852
	Iteration 0F: 2 clusters Score -1.78932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -17795316.000000 Penalty: 5898.845703
	Iteration 0F: 3 clusters Score -1.779532e+07 nChanged 69919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75674 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -17835820.000000 Penalty: 5898.845703
	Iteration 1F: 3 clusters Score -1.783582e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -17836912.000000 Penalty: 5898.845703
	Iteration 2Q: 3 clusters Score -1.783691e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -17838402.000000 Penalty: 5898.845703
	Iteration 3Q: 3 clusters Score -1.78384e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -17840678.000000 Penalty: 5898.845703
	Iteration 4Q: 3 clusters Score -1.784068e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -17843842.000000 Penalty: 5898.845703
	Iteration 5Q: 3 clusters Score -1.784384e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -17848532.000000 Penalty: 5898.845703
	Iteration 6Q: 3 clusters Score -1.784853e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97593 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -17854362.000000 Penalty: 5898.845703
	Iteration 7F: 3 clusters Score -1.785436e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -17861018.000000 Penalty: 5898.845703
	Iteration 8F: 3 clusters Score -1.786102e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -17867650.000000 Penalty: 5898.845703
	Iteration 9F: 3 clusters Score -1.786765e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112706 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -17873000.000000 Penalty: 5898.845703
	Iteration 10F: 3 clusters Score -1.7873e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115484 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -17876452.000000 Penalty: 5898.845703
	Iteration 11Q: 3 clusters Score -1.787645e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -17878406.000000 Penalty: 5898.845703
	Iteration 12Q: 3 clusters Score -1.787841e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -17879580.000000 Penalty: 5898.845703
	Iteration 13Q: 3 clusters Score -1.787958e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122202 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -17880406.000000 Penalty: 5898.845703
	Iteration 14Q: 3 clusters Score -1.788041e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124348 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -17881132.000000 Penalty: 5898.845703
	Iteration 15Q: 3 clusters Score -1.788113e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -17881872.000000 Penalty: 5898.845703
	Iteration 16Q: 3 clusters Score -1.788187e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128713 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -17882666.000000 Penalty: 5898.845703
	Iteration 17Q: 3 clusters Score -1.788267e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130876 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -17883584.000000 Penalty: 5898.845703
	Iteration 18Q: 3 clusters Score -1.788358e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -17884524.000000 Penalty: 5898.845703
	Iteration 19Q: 3 clusters Score -1.788452e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -17885360.000000 Penalty: 5898.845703
	Iteration 20F: 3 clusters Score -1.788536e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136671 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -17886190.000000 Penalty: 5898.845703
	Iteration 21Q: 3 clusters Score -1.788619e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -17887042.000000 Penalty: 5898.845703
	Iteration 22Q: 3 clusters Score -1.788704e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -17887698.000000 Penalty: 5898.845703
	Iteration 23Q: 3 clusters Score -1.78877e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141022 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -17888386.000000 Penalty: 5898.845703
	Iteration 24Q: 3 clusters Score -1.788839e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -17888896.000000 Penalty: 5898.845703
	Iteration 25Q: 3 clusters Score -1.78889e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -17889290.000000 Penalty: 5898.845703
	Iteration 26Q: 3 clusters Score -1.788929e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143500 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -17889620.000000 Penalty: 5898.845703
	Iteration 27Q: 3 clusters Score -1.788962e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144006 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17889880.000000 Penalty: 5898.845703
	Iteration 28Q: 3 clusters Score -1.788988e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144351 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -17890034.000000 Penalty: 5898.845703
	Iteration 29Q: 3 clusters Score -1.789003e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144615 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -17890162.000000 Penalty: 5898.845703
	Iteration 30Q: 3 clusters Score -1.789016e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144811 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -17890250.000000 Penalty: 5898.845703
	Iteration 31Q: 3 clusters Score -1.789025e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144956 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -17890334.000000 Penalty: 5898.845703
	Iteration 32Q: 3 clusters Score -1.789033e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -17890432.000000 Penalty: 5898.845703
	Iteration 33Q: 3 clusters Score -1.789043e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -17890492.000000 Penalty: 5898.845703
	Iteration 34Q: 3 clusters Score -1.789049e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145229 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17890524.000000 Penalty: 5898.845703
	Iteration 35Q: 3 clusters Score -1.789052e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145273 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -17890546.000000 Penalty: 5898.845703
	Iteration 36Q: 3 clusters Score -1.789055e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17890570.000000 Penalty: 5898.845703
	Iteration 37Q: 3 clusters Score -1.789057e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145352 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -17890594.000000 Penalty: 5898.845703
	Iteration 38Q: 3 clusters Score -1.789059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145385 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17890604.000000 Penalty: 5898.845703
	Iteration 39Q: 3 clusters Score -1.78906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145402 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -17890606.000000 Penalty: 5898.845703
	Iteration 40F: 3 clusters Score -1.789061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17890626.000000 Penalty: 5898.845703
	Iteration 41Q: 3 clusters Score -1.789063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -17890644.000000 Penalty: 5898.845703
	Iteration 42Q: 3 clusters Score -1.789064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17890662.000000 Penalty: 5898.845703
	Iteration 43Q: 3 clusters Score -1.789066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145431 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17890666.000000 Penalty: 5898.845703
	Iteration 44Q: 3 clusters Score -1.789067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -17890682.000000 Penalty: 5898.845703
	Iteration 45Q: 3 clusters Score -1.789068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145446 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17890686.000000 Penalty: 5898.845703
	Iteration 46Q: 3 clusters Score -1.789069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17890688.000000 Penalty: 5898.845703
	Iteration 47Q: 3 clusters Score -1.789069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145454 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17890692.000000 Penalty: 5898.845703
	Iteration 48Q: 3 clusters Score -1.789069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145456 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17890684.000000 Penalty: 5898.845703
	Iteration 49Q: 3 clusters Score -1.789068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17890696.000000 Penalty: 5898.845703
	Iteration 50Q: 3 clusters Score -1.78907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17890692.000000 Penalty: 5898.845703
	Iteration 51Q: 3 clusters Score -1.789069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145472 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17890704.000000 Penalty: 5898.845703
	Iteration 52Q: 3 clusters Score -1.78907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17890708.000000 Penalty: 5898.845703
	Iteration 53Q: 3 clusters Score -1.789071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17890708.000000 Penalty: 5898.845703
	Iteration 54Q: 3 clusters Score -1.789071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17890716.000000 Penalty: 5898.845703
	Iteration 55Q: 3 clusters Score -1.789072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17890720.000000 Penalty: 5898.845703
	Iteration 56Q: 3 clusters Score -1.789072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145487 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17890720.000000 Penalty: 5898.845703
	Iteration 57F: 3 clusters Score -1.789072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Entering Unmasked Estep 
Score: -1571018.125000 Penalty: 2348.217529
	Iteration 0F: 2 clusters Score -1571018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1561424.375000 Penalty: 4696.435059
	Iteration 0F: 3 clusters Score -1561424 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1564527.875000 Penalty: 4696.435059
	Iteration 1F: 3 clusters Score -1564528 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1565046.250000 Penalty: 4696.435059
	Iteration 2F: 3 clusters Score -1565046 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1565568.500000 Penalty: 4696.435059
	Iteration 3F: 3 clusters Score -1565568 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1566102.250000 Penalty: 4696.435059
	Iteration 4F: 3 clusters Score -1566102 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1566742.000000 Penalty: 4696.435059
	Iteration 5F: 3 clusters Score -1566742 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1567419.500000 Penalty: 4696.435059
	Iteration 6F: 3 clusters Score -1567420 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1568052.250000 Penalty: 4696.435059
	Iteration 7F: 3 clusters Score -1568052 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1568534.625000 Penalty: 4696.435059
	Iteration 8Q: 3 clusters Score -1568535 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1568870.375000 Penalty: 4696.435059
	Iteration 9Q: 3 clusters Score -1568870 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1569066.125000 Penalty: 4696.435059
	Iteration 10Q: 3 clusters Score -1569066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1569224.250000 Penalty: 4696.435059
	Iteration 11Q: 3 clusters Score -1569224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1569333.875000 Penalty: 4696.435059
	Iteration 12Q: 3 clusters Score -1569334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1569416.375000 Penalty: 4696.435059
	Iteration 13Q: 3 clusters Score -1569416 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1569487.250000 Penalty: 4696.435059
	Iteration 14Q: 3 clusters Score -1569487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1569540.125000 Penalty: 4696.435059
	Iteration 15Q: 3 clusters Score -1569540 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1569595.625000 Penalty: 4696.435059
	Iteration 16Q: 3 clusters Score -1569596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1569634.250000 Penalty: 4696.435059
	Iteration 17Q: 3 clusters Score -1569634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1569659.500000 Penalty: 4696.435059
	Iteration 18Q: 3 clusters Score -1569660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1569678.000000 Penalty: 4696.435059
	Iteration 19Q: 3 clusters Score -1569678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1569695.125000 Penalty: 4696.435059
	Iteration 20F: 3 clusters Score -1569695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1569706.375000 Penalty: 4696.435059
	Iteration 21Q: 3 clusters Score -1569706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1569708.625000 Penalty: 4696.435059
	Iteration 22Q: 3 clusters Score -1569709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1569713.625000 Penalty: 4696.435059
	Iteration 23Q: 3 clusters Score -1569714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1569721.125000 Penalty: 4696.435059
	Iteration 24Q: 3 clusters Score -1569721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1569724.000000 Penalty: 4696.435059
	Iteration 25Q: 3 clusters Score -1569724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1569724.750000 Penalty: 4696.435059
	Iteration 26Q: 3 clusters Score -1569725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1569726.125000 Penalty: 4696.435059
	Iteration 27Q: 3 clusters Score -1569726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1569722.750000 Penalty: 4696.435059
	Iteration 28Q: 3 clusters Score -1569723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1569722.750000 Penalty: 4696.435059
	Iteration 29F: 3 clusters Score -1569723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Entering Unmasked Estep 
Score: -1399715.250000 Penalty: 2334.047852
	Iteration 0F: 2 clusters Score -1399715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1390575.125000 Penalty: 4668.095703
	Iteration 0F: 3 clusters Score -1390575 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1393469.250000 Penalty: 4668.095703
	Iteration 1F: 3 clusters Score -1393469 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1393892.500000 Penalty: 4668.095703
	Iteration 2F: 3 clusters Score -1393892 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1394285.500000 Penalty: 4668.095703
	Iteration 3F: 3 clusters Score -1394286 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1394616.125000 Penalty: 4668.095703
	Iteration 4Q: 3 clusters Score -1394616 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1394935.375000 Penalty: 4668.095703
	Iteration 5Q: 3 clusters Score -1394935 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1395265.875000 Penalty: 4668.095703
	Iteration 6Q: 3 clusters Score -1395266 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1395574.750000 Penalty: 4668.095703
	Iteration 7Q: 3 clusters Score -1395575 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1395833.250000 Penalty: 4668.095703
	Iteration 8Q: 3 clusters Score -1395833 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1396053.125000 Penalty: 4668.095703
	Iteration 9Q: 3 clusters Score -1396053 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1396247.375000 Penalty: 4668.095703
	Iteration 10Q: 3 clusters Score -1396247 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1396452.750000 Penalty: 4668.095703
	Iteration 11Q: 3 clusters Score -1396453 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1396646.000000 Penalty: 4668.095703
	Iteration 12Q: 3 clusters Score -1396646 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1396853.125000 Penalty: 4668.095703
	Iteration 13Q: 3 clusters Score -1396853 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1397089.500000 Penalty: 4668.095703
	Iteration 14Q: 3 clusters Score -1397090 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1397343.500000 Penalty: 4668.095703
	Iteration 15Q: 3 clusters Score -1397344 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1397588.125000 Penalty: 4668.095703
	Iteration 16Q: 3 clusters Score -1397588 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1397784.375000 Penalty: 4668.095703
	Iteration 17Q: 3 clusters Score -1397784 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1397940.375000 Penalty: 4668.095703
	Iteration 18Q: 3 clusters Score -1397940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1398064.500000 Penalty: 4668.095703
	Iteration 19Q: 3 clusters Score -1398064 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1398167.375000 Penalty: 4668.095703
	Iteration 20F: 3 clusters Score -1398167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1398240.625000 Penalty: 4668.095703
	Iteration 21Q: 3 clusters Score -1398241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1398307.125000 Penalty: 4668.095703
	Iteration 22Q: 3 clusters Score -1398307 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1398365.000000 Penalty: 4668.095703
	Iteration 23Q: 3 clusters Score -1398365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1398417.250000 Penalty: 4668.095703
	Iteration 24Q: 3 clusters Score -1398417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1398458.000000 Penalty: 4668.095703
	Iteration 25Q: 3 clusters Score -1398458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1398487.375000 Penalty: 4668.095703
	Iteration 26Q: 3 clusters Score -1398487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1398503.625000 Penalty: 4668.095703
	Iteration 27Q: 3 clusters Score -1398504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1398520.500000 Penalty: 4668.095703
	Iteration 28Q: 3 clusters Score -1398520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1398530.375000 Penalty: 4668.095703
	Iteration 29Q: 3 clusters Score -1398530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1398548.250000 Penalty: 4668.095703
	Iteration 30Q: 3 clusters Score -1398548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1398559.875000 Penalty: 4668.095703
	Iteration 31Q: 3 clusters Score -1398560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1398574.750000 Penalty: 4668.095703
	Iteration 32Q: 3 clusters Score -1398575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1398588.375000 Penalty: 4668.095703
	Iteration 33Q: 3 clusters Score -1398588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1398598.125000 Penalty: 4668.095703
	Iteration 34Q: 3 clusters Score -1398598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1398612.500000 Penalty: 4668.095703
	Iteration 35Q: 3 clusters Score -1398612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1398630.375000 Penalty: 4668.095703
	Iteration 36Q: 3 clusters Score -1398630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1398642.875000 Penalty: 4668.095703
	Iteration 37Q: 3 clusters Score -1398643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1398651.500000 Penalty: 4668.095703
	Iteration 38Q: 3 clusters Score -1398652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1398654.125000 Penalty: 4668.095703
	Iteration 39Q: 3 clusters Score -1398654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1398657.000000 Penalty: 4668.095703
	Iteration 40F: 3 clusters Score -1398657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1398659.875000 Penalty: 4668.095703
	Iteration 41Q: 3 clusters Score -1398660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1398658.750000 Penalty: 4668.095703
	Iteration 42Q: 3 clusters Score -1398659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1398660.500000 Penalty: 4668.095703
	Iteration 43Q: 3 clusters Score -1398660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1398660.125000 Penalty: 4668.095703
	Iteration 44Q: 3 clusters Score -1398660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1398660.125000 Penalty: 4668.095703
	Iteration 45F: 3 clusters Score -1398660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 170528 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 90540 members 
Mstep: Class 5 contains 76402 members 
Mstep: Class 6 contains 30499 members 
Mstep: Class 7 contains 165531 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 1140 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 150339 members 
Mstep: Class 13 contains 80347 members 
Mstep: Class 14 contains 43248 members 
Mstep: Class 15 contains 17381 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 196630 members 
Mstep: Class 19 contains 167276 members 
Mstep: Class 20 contains 88568 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 44217 members 
Mstep: Class 23 contains 91670 members 
Mstep: Class 24 contains 146215 members 
Mstep: Class 25 contains 12947 members 
Mstep: Class 26 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654160.000000 Penalty: 95705.312500
Iteration 79Q: 28 clusters Score -1.946542e+08 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 170055 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 90899 members 
Mstep: Class 5 contains 76490 members 
Mstep: Class 6 contains 30777 members 
Mstep: Class 7 contains 165070 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 149934 members 
Mstep: Class 13 contains 80020 members 
Mstep: Class 14 contains 43552 members 
Mstep: Class 15 contains 17329 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 194714 members 
Mstep: Class 19 contains 167920 members 
Mstep: Class 20 contains 89876 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 44617 members 
Mstep: Class 23 contains 91571 members 
Mstep: Class 24 contains 146623 members 
Mstep: Class 25 contains 12950 members 
Mstep: Class 26 contains 12235 members 
Mstep: Class 27 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194655792.000000 Penalty: 95705.312500
Iteration 80F: 28 clusters Score -1.946558e+08 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 169540 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 91180 members 
Mstep: Class 5 contains 76589 members 
Mstep: Class 6 contains 31050 members 
Mstep: Class 7 contains 164670 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 1073 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 149540 members 
Mstep: Class 13 contains 79694 members 
Mstep: Class 14 contains 43803 members 
Mstep: Class 15 contains 17284 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 193034 members 
Mstep: Class 19 contains 168623 members 
Mstep: Class 20 contains 91115 members 
Mstep: Class 21 contains 689 members 
Mstep: Class 22 contains 44984 members 
Mstep: Class 23 contains 91422 members 
Mstep: Class 24 contains 146992 members 
Mstep: Class 25 contains 12949 members 
Mstep: Class 26 contains 12227 members 
Mstep: Class 27 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194657456.000000 Penalty: 95705.312500
Iteration 81Q: 28 clusters Score -1.946575e+08 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 168949 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 91416 members 
Mstep: Class 5 contains 76689 members 
Mstep: Class 6 contains 31364 members 
Mstep: Class 7 contains 164301 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 149079 members 
Mstep: Class 13 contains 79378 members 
Mstep: Class 14 contains 44037 members 
Mstep: Class 15 contains 17226 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 191393 members 
Mstep: Class 19 contains 169348 members 
Mstep: Class 20 contains 92440 members 
Mstep: Class 21 contains 737 members 
Mstep: Class 22 contains 45344 members 
Mstep: Class 23 contains 91252 members 
Mstep: Class 24 contains 147358 members 
Mstep: Class 25 contains 12943 members 
Mstep: Class 26 contains 12245 members 
Mstep: Class 27 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194657792.000000 Penalty: 95705.312500
Iteration 82Q: 28 clusters Score -1.946578e+08 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 168362 members 
Mstep: Class 3 contains 5140 members 
Mstep: Class 4 contains 91590 members 
Mstep: Class 5 contains 76790 members 
Mstep: Class 6 contains 31650 members 
Mstep: Class 7 contains 163915 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 148711 members 
Mstep: Class 13 contains 79069 members 
Mstep: Class 14 contains 44221 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 189816 members 
Mstep: Class 19 contains 170008 members 
Mstep: Class 20 contains 93773 members 
Mstep: Class 21 contains 800 members 
Mstep: Class 22 contains 45674 members 
Mstep: Class 23 contains 91091 members 
Mstep: Class 24 contains 147790 members 
Mstep: Class 25 contains 12922 members 
Mstep: Class 26 contains 12272 members 
Mstep: Class 27 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194658160.000000 Penalty: 95705.312500
Iteration 83Q: 28 clusters Score -1.946582e+08 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 167775 members 
Mstep: Class 3 contains 5153 members 
Mstep: Class 4 contains 91727 members 
Mstep: Class 5 contains 76862 members 
Mstep: Class 6 contains 31921 members 
Mstep: Class 7 contains 163563 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 874 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 891 members 
Mstep: Class 12 contains 148345 members 
Mstep: Class 13 contains 78739 members 
Mstep: Class 14 contains 44390 members 
Mstep: Class 15 contains 17102 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 188439 members 
Mstep: Class 19 contains 170509 members 
Mstep: Class 20 contains 95134 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 46011 members 
Mstep: Class 23 contains 90893 members 
Mstep: Class 24 contains 148290 members 
Mstep: Class 25 contains 12901 members 
Mstep: Class 26 contains 12301 members 
Mstep: Class 27 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194658944.000000 Penalty: 95705.312500
Iteration 84Q: 28 clusters Score -1.946589e+08 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 167162 members 
Mstep: Class 3 contains 5168 members 
Mstep: Class 4 contains 91818 members 
Mstep: Class 5 contains 76947 members 
Mstep: Class 6 contains 32166 members 
Mstep: Class 7 contains 163255 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 843 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 147956 members 
Mstep: Class 13 contains 78374 members 
Mstep: Class 14 contains 44574 members 
Mstep: Class 15 contains 17010 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 187176 members 
Mstep: Class 19 contains 170922 members 
Mstep: Class 20 contains 96544 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 46325 members 
Mstep: Class 23 contains 90698 members 
Mstep: Class 24 contains 148851 members 
Mstep: Class 25 contains 12869 members 
Mstep: Class 26 contains 12327 members 
Mstep: Class 27 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660688.000000 Penalty: 95705.312500
Iteration 85Q: 28 clusters Score -1.946607e+08 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 166458 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 91866 members 
Mstep: Class 5 contains 77043 members 
Mstep: Class 6 contains 32404 members 
Mstep: Class 7 contains 163039 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 825 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 147497 members 
Mstep: Class 13 contains 78021 members 
Mstep: Class 14 contains 44752 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 186056 members 
Mstep: Class 19 contains 171277 members 
Mstep: Class 20 contains 97923 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 46656 members 
Mstep: Class 23 contains 90498 members 
Mstep: Class 24 contains 149471 members 
Mstep: Class 25 contains 12816 members 
Mstep: Class 26 contains 12348 members 
Mstep: Class 27 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194661728.000000 Penalty: 95705.312500
Iteration 86Q: 28 clusters Score -1.946617e+08 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 165740 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 91869 members 
Mstep: Class 5 contains 77157 members 
Mstep: Class 6 contains 32613 members 
Mstep: Class 7 contains 162852 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 147098 members 
Mstep: Class 13 contains 77666 members 
Mstep: Class 14 contains 44914 members 
Mstep: Class 15 contains 16782 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 185040 members 
Mstep: Class 19 contains 171532 members 
Mstep: Class 20 contains 99331 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 46969 members 
Mstep: Class 23 contains 90280 members 
Mstep: Class 24 contains 150088 members 
Mstep: Class 25 contains 12786 members 
Mstep: Class 26 contains 12385 members 
Mstep: Class 27 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662992.000000 Penalty: 95705.312500
Iteration 87Q: 28 clusters Score -1.94663e+08 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 165085 members 
Mstep: Class 3 contains 5191 members 
Mstep: Class 4 contains 91805 members 
Mstep: Class 5 contains 77257 members 
Mstep: Class 6 contains 32792 members 
Mstep: Class 7 contains 162595 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 814 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 146671 members 
Mstep: Class 13 contains 77369 members 
Mstep: Class 14 contains 45034 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 184267 members 
Mstep: Class 19 contains 171662 members 
Mstep: Class 20 contains 100802 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 47272 members 
Mstep: Class 23 contains 90013 members 
Mstep: Class 24 contains 150748 members 
Mstep: Class 25 contains 12750 members 
Mstep: Class 26 contains 12388 members 
Mstep: Class 27 contains 1225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663648.000000 Penalty: 95705.312500
Iteration 88Q: 28 clusters Score -1.946636e+08 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 164522 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 4 contains 91726 members 
Mstep: Class 5 contains 77376 members 
Mstep: Class 6 contains 32984 members 
Mstep: Class 7 contains 162275 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 811 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 146279 members 
Mstep: Class 13 contains 77076 members 
Mstep: Class 14 contains 45134 members 
Mstep: Class 15 contains 16519 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 183680 members 
Mstep: Class 19 contains 171626 members 
Mstep: Class 20 contains 102250 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 47607 members 
Mstep: Class 23 contains 89733 members 
Mstep: Class 24 contains 151342 members 
Mstep: Class 25 contains 12716 members 
Mstep: Class 26 contains 12396 members 
Mstep: Class 27 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663872.000000 Penalty: 95705.312500
Iteration 89Q: 28 clusters Score -1.946639e+08 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 164003 members 
Mstep: Class 3 contains 5193 members 
Mstep: Class 4 contains 91636 members 
Mstep: Class 5 contains 77460 members 
Mstep: Class 6 contains 33184 members 
Mstep: Class 7 contains 161915 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 807 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 894 members 
Mstep: Class 12 contains 145895 members 
Mstep: Class 13 contains 76827 members 
Mstep: Class 14 contains 45211 members 
Mstep: Class 15 contains 16396 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 183216 members 
Mstep: Class 19 contains 171478 members 
Mstep: Class 20 contains 103601 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 47940 members 
Mstep: Class 23 contains 89490 members 
Mstep: Class 24 contains 151971 members 
Mstep: Class 25 contains 12683 members 
Mstep: Class 26 contains 12411 members 
Mstep: Class 27 contains 1232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665376.000000 Penalty: 95705.312500
Iteration 90Q: 28 clusters Score -1.946654e+08 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 163541 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 91471 members 
Mstep: Class 5 contains 77568 members 
Mstep: Class 6 contains 33363 members 
Mstep: Class 7 contains 161616 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 895 members 
Mstep: Class 12 contains 145479 members 
Mstep: Class 13 contains 76569 members 
Mstep: Class 14 contains 45306 members 
Mstep: Class 15 contains 16270 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 182702 members 
Mstep: Class 19 contains 171282 members 
Mstep: Class 20 contains 104930 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 48278 members 
Mstep: Class 23 contains 89306 members 
Mstep: Class 24 contains 152657 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 12424 members 
Mstep: Class 27 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666576.000000 Penalty: 95705.312500
Iteration 91Q: 28 clusters Score -1.946666e+08 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 163156 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 91298 members 
Mstep: Class 5 contains 77680 members 
Mstep: Class 6 contains 33513 members 
Mstep: Class 7 contains 161283 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 800 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 145074 members 
Mstep: Class 13 contains 76260 members 
Mstep: Class 14 contains 45381 members 
Mstep: Class 15 contains 16159 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 182131 members 
Mstep: Class 19 contains 171180 members 
Mstep: Class 20 contains 106225 members 
Mstep: Class 21 contains 868 members 
Mstep: Class 22 contains 48547 members 
Mstep: Class 23 contains 89136 members 
Mstep: Class 24 contains 153398 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 12439 members 
Mstep: Class 27 contains 1239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667072.000000 Penalty: 95705.312500
Iteration 92Q: 28 clusters Score -1.946671e+08 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 162747 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 91118 members 
Mstep: Class 5 contains 77823 members 
Mstep: Class 6 contains 33640 members 
Mstep: Class 7 contains 160926 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 144700 members 
Mstep: Class 13 contains 75964 members 
Mstep: Class 14 contains 45455 members 
Mstep: Class 15 contains 16041 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 181626 members 
Mstep: Class 19 contains 171082 members 
Mstep: Class 20 contains 107485 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 48790 members 
Mstep: Class 23 contains 88975 members 
Mstep: Class 24 contains 154146 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 12459 members 
Mstep: Class 27 contains 1243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667504.000000 Penalty: 95705.312500
Iteration 93Q: 28 clusters Score -1.946675e+08 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 162350 members 
Mstep: Class 3 contains 5196 members 
Mstep: Class 4 contains 90942 members 
Mstep: Class 5 contains 77969 members 
Mstep: Class 6 contains 33773 members 
Mstep: Class 7 contains 160629 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 3361 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 144259 members 
Mstep: Class 13 contains 75669 members 
Mstep: Class 14 contains 45541 members 
Mstep: Class 15 contains 15912 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 181274 members 
Mstep: Class 19 contains 170897 members 
Mstep: Class 20 contains 108695 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 48998 members 
Mstep: Class 23 contains 88811 members 
Mstep: Class 24 contains 154879 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 12469 members 
Mstep: Class 27 contains 1245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669376.000000 Penalty: 95705.312500
Iteration 94Q: 28 clusters Score -1.946694e+08 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 161900 members 
Mstep: Class 3 contains 5202 members 
Mstep: Class 4 contains 90775 members 
Mstep: Class 5 contains 78114 members 
Mstep: Class 6 contains 33872 members 
Mstep: Class 7 contains 160337 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 143917 members 
Mstep: Class 13 contains 75372 members 
Mstep: Class 14 contains 45623 members 
Mstep: Class 15 contains 15782 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 18 contains 180989 members 
Mstep: Class 19 contains 170630 members 
Mstep: Class 20 contains 109885 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 49180 members 
Mstep: Class 23 contains 88629 members 
Mstep: Class 24 contains 155664 members 
Mstep: Class 25 contains 12547 members 
Mstep: Class 26 contains 12500 members 
Mstep: Class 27 contains 1246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670448.000000 Penalty: 95705.312500
Iteration 95Q: 28 clusters Score -1.946704e+08 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 161474 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 90579 members 
Mstep: Class 5 contains 78252 members 
Mstep: Class 6 contains 33943 members 
Mstep: Class 7 contains 160056 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 143585 members 
Mstep: Class 13 contains 75116 members 
Mstep: Class 14 contains 45662 members 
Mstep: Class 15 contains 15626 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 180774 members 
Mstep: Class 19 contains 170296 members 
Mstep: Class 20 contains 111167 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 49356 members 
Mstep: Class 23 contains 88419 members 
Mstep: Class 24 contains 156446 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 12522 members 
Mstep: Class 27 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671008.000000 Penalty: 95705.312500
Iteration 96Q: 28 clusters Score -1.94671e+08 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 161048 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 90398 members 
Mstep: Class 5 contains 78420 members 
Mstep: Class 6 contains 34019 members 
Mstep: Class 7 contains 159812 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 3326 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 143295 members 
Mstep: Class 13 contains 74845 members 
Mstep: Class 14 contains 45691 members 
Mstep: Class 15 contains 15470 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2206 members 
Mstep: Class 18 contains 180605 members 
Mstep: Class 19 contains 169912 members 
Mstep: Class 20 contains 112413 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 49520 members 
Mstep: Class 23 contains 88185 members 
Mstep: Class 24 contains 157196 members 
Mstep: Class 25 contains 12469 members 
Mstep: Class 26 contains 12537 members 
Mstep: Class 27 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672816.000000 Penalty: 95705.312500
Iteration 97Q: 28 clusters Score -1.946728e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 160666 members 
Mstep: Class 3 contains 5228 members 
Mstep: Class 4 contains 90191 members 
Mstep: Class 5 contains 78582 members 
Mstep: Class 6 contains 34072 members 
Mstep: Class 7 contains 159596 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 143100 members 
Mstep: Class 13 contains 74540 members 
Mstep: Class 14 contains 45705 members 
Mstep: Class 15 contains 15304 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 18 contains 180490 members 
Mstep: Class 19 contains 169613 members 
Mstep: Class 20 contains 113551 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 49669 members 
Mstep: Class 23 contains 87945 members 
Mstep: Class 24 contains 157888 members 
Mstep: Class 25 contains 12425 members 
Mstep: Class 26 contains 12555 members 
Mstep: Class 27 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674176.000000 Penalty: 95705.312500
Iteration 98Q: 28 clusters Score -1.946742e+08 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 160278 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 89999 members 
Mstep: Class 5 contains 78761 members 
Mstep: Class 6 contains 34121 members 
Mstep: Class 7 contains 159431 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 142889 members 
Mstep: Class 13 contains 74247 members 
Mstep: Class 14 contains 45699 members 
Mstep: Class 15 contains 15109 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2216 members 
Mstep: Class 18 contains 180388 members 
Mstep: Class 19 contains 169347 members 
Mstep: Class 20 contains 114656 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 49784 members 
Mstep: Class 23 contains 87700 members 
Mstep: Class 24 contains 158553 members 
Mstep: Class 25 contains 12390 members 
Mstep: Class 26 contains 12574 members 
Mstep: Class 27 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674528.000000 Penalty: 95705.312500
Iteration 99Q: 28 clusters Score -1.946745e+08 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 159929 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 89711 members 
Mstep: Class 5 contains 78979 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 159229 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 792 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 142603 members 
Mstep: Class 13 contains 73975 members 
Mstep: Class 14 contains 45678 members 
Mstep: Class 15 contains 14897 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 180388 members 
Mstep: Class 19 contains 169060 members 
Mstep: Class 20 contains 115895 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 49924 members 
Mstep: Class 23 contains 87439 members 
Mstep: Class 24 contains 159151 members 
Mstep: Class 25 contains 12333 members 
Mstep: Class 26 contains 12598 members 
Mstep: Class 27 contains 1247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676656.000000 Penalty: 95705.312500
Iteration 100F: 28 clusters Score -1.946767e+08 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 159549 members 
Mstep: Class 3 contains 5257 members 
Mstep: Class 4 contains 89414 members 
Mstep: Class 5 contains 79172 members 
Mstep: Class 6 contains 34285 members 
Mstep: Class 7 contains 159073 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 142285 members 
Mstep: Class 13 contains 73691 members 
Mstep: Class 14 contains 45656 members 
Mstep: Class 15 contains 14689 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2215 members 
Mstep: Class 18 contains 180472 members 
Mstep: Class 19 contains 168729 members 
Mstep: Class 20 contains 117104 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 50051 members 
Mstep: Class 23 contains 87210 members 
Mstep: Class 24 contains 159733 members 
Mstep: Class 25 contains 12289 members 
Mstep: Class 26 contains 12625 members 
Mstep: Class 27 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677280.000000 Penalty: 95705.312500
Iteration 101Q: 28 clusters Score -1.946773e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 159141 members 
Mstep: Class 3 contains 5268 members 
Mstep: Class 4 contains 89118 members 
Mstep: Class 5 contains 79357 members 
Mstep: Class 6 contains 34372 members 
Mstep: Class 7 contains 158997 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 3283 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 141889 members 
Mstep: Class 13 contains 73419 members 
Mstep: Class 14 contains 45645 members 
Mstep: Class 15 contains 14482 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 180635 members 
Mstep: Class 19 contains 168416 members 
Mstep: Class 20 contains 118342 members 
Mstep: Class 21 contains 907 members 
Mstep: Class 22 contains 50172 members 
Mstep: Class 23 contains 86960 members 
Mstep: Class 24 contains 160250 members 
Mstep: Class 25 contains 12257 members 
Mstep: Class 26 contains 12638 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678336.000000 Penalty: 95705.312500
Iteration 102Q: 28 clusters Score -1.946783e+08 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 158740 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 88848 members 
Mstep: Class 5 contains 79523 members 
Mstep: Class 6 contains 34455 members 
Mstep: Class 7 contains 158976 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 714 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 141397 members 
Mstep: Class 13 contains 73173 members 
Mstep: Class 14 contains 45633 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 180799 members 
Mstep: Class 19 contains 168063 members 
Mstep: Class 20 contains 119571 members 
Mstep: Class 21 contains 927 members 
Mstep: Class 22 contains 50332 members 
Mstep: Class 23 contains 86729 members 
Mstep: Class 24 contains 160762 members 
Mstep: Class 25 contains 12230 members 
Mstep: Class 26 contains 12664 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679344.000000 Penalty: 95705.312500
Iteration 103Q: 28 clusters Score -1.946793e+08 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 158323 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 88639 members 
Mstep: Class 5 contains 79680 members 
Mstep: Class 6 contains 34514 members 
Mstep: Class 7 contains 158966 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 3251 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 140886 members 
Mstep: Class 13 contains 72937 members 
Mstep: Class 14 contains 45615 members 
Mstep: Class 15 contains 14066 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 180924 members 
Mstep: Class 19 contains 167780 members 
Mstep: Class 20 contains 120826 members 
Mstep: Class 21 contains 942 members 
Mstep: Class 22 contains 50455 members 
Mstep: Class 23 contains 86478 members 
Mstep: Class 24 contains 161269 members 
Mstep: Class 25 contains 12198 members 
Mstep: Class 26 contains 12680 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680416.000000 Penalty: 95705.312500
Iteration 104Q: 28 clusters Score -1.946804e+08 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 157906 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 88406 members 
Mstep: Class 5 contains 79878 members 
Mstep: Class 6 contains 34556 members 
Mstep: Class 7 contains 158970 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 140375 members 
Mstep: Class 13 contains 72695 members 
Mstep: Class 14 contains 45604 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 181070 members 
Mstep: Class 19 contains 167458 members 
Mstep: Class 20 contains 122070 members 
Mstep: Class 21 contains 952 members 
Mstep: Class 22 contains 50597 members 
Mstep: Class 23 contains 86246 members 
Mstep: Class 24 contains 161738 members 
Mstep: Class 25 contains 12176 members 
Mstep: Class 26 contains 12697 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681840.000000 Penalty: 95705.312500
Iteration 105Q: 28 clusters Score -1.946818e+08 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 157423 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 88192 members 
Mstep: Class 5 contains 80063 members 
Mstep: Class 6 contains 34557 members 
Mstep: Class 7 contains 159001 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 681 members 
Mstep: Class 10 contains 3225 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 139823 members 
Mstep: Class 13 contains 72459 members 
Mstep: Class 14 contains 45620 members 
Mstep: Class 15 contains 13673 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 181203 members 
Mstep: Class 19 contains 167207 members 
Mstep: Class 20 contains 123423 members 
Mstep: Class 21 contains 958 members 
Mstep: Class 22 contains 50708 members 
Mstep: Class 23 contains 85994 members 
Mstep: Class 24 contains 162155 members 
Mstep: Class 25 contains 12155 members 
Mstep: Class 26 contains 12698 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682592.000000 Penalty: 95705.312500
Iteration 106Q: 28 clusters Score -1.946826e+08 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 156950 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 87968 members 
Mstep: Class 5 contains 80248 members 
Mstep: Class 6 contains 34566 members 
Mstep: Class 7 contains 159042 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 895 members 
Mstep: Class 12 contains 139210 members 
Mstep: Class 13 contains 72216 members 
Mstep: Class 14 contains 45628 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 181336 members 
Mstep: Class 19 contains 166984 members 
Mstep: Class 20 contains 124788 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 85787 members 
Mstep: Class 24 contains 162572 members 
Mstep: Class 25 contains 12128 members 
Mstep: Class 26 contains 12708 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683888.000000 Penalty: 95705.312500
Iteration 107Q: 28 clusters Score -1.946839e+08 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 156493 members 
Mstep: Class 3 contains 5330 members 
Mstep: Class 4 contains 87745 members 
Mstep: Class 5 contains 80424 members 
Mstep: Class 6 contains 34590 members 
Mstep: Class 7 contains 159088 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 895 members 
Mstep: Class 12 contains 138489 members 
Mstep: Class 13 contains 72004 members 
Mstep: Class 14 contains 45628 members 
Mstep: Class 15 contains 13334 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 181521 members 
Mstep: Class 19 contains 166773 members 
Mstep: Class 20 contains 126182 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 50840 members 
Mstep: Class 23 contains 85564 members 
Mstep: Class 24 contains 162936 members 
Mstep: Class 25 contains 12103 members 
Mstep: Class 26 contains 12714 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684032.000000 Penalty: 95705.312500
Iteration 108Q: 28 clusters Score -1.94684e+08 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 156063 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 87584 members 
Mstep: Class 5 contains 80597 members 
Mstep: Class 6 contains 34611 members 
Mstep: Class 7 contains 159089 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3205 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 137736 members 
Mstep: Class 13 contains 71793 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 13172 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 181770 members 
Mstep: Class 19 contains 166622 members 
Mstep: Class 20 contains 127548 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 50877 members 
Mstep: Class 23 contains 85326 members 
Mstep: Class 24 contains 163224 members 
Mstep: Class 25 contains 12086 members 
Mstep: Class 26 contains 12728 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684672.000000 Penalty: 95705.312500
Iteration 109Q: 28 clusters Score -1.946847e+08 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 155702 members 
Mstep: Class 3 contains 5356 members 
Mstep: Class 4 contains 87395 members 
Mstep: Class 5 contains 80785 members 
Mstep: Class 6 contains 34621 members 
Mstep: Class 7 contains 159125 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 136946 members 
Mstep: Class 13 contains 71601 members 
Mstep: Class 14 contains 45634 members 
Mstep: Class 15 contains 13004 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 182030 members 
Mstep: Class 19 contains 166486 members 
Mstep: Class 20 contains 128890 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 50917 members 
Mstep: Class 23 contains 85109 members 
Mstep: Class 24 contains 163454 members 
Mstep: Class 25 contains 12066 members 
Mstep: Class 26 contains 12739 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685536.000000 Penalty: 95705.312500
Iteration 110Q: 28 clusters Score -1.946855e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 155387 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 87214 members 
Mstep: Class 5 contains 80969 members 
Mstep: Class 6 contains 34636 members 
Mstep: Class 7 contains 159158 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 136083 members 
Mstep: Class 13 contains 71404 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 12865 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 182344 members 
Mstep: Class 19 contains 166378 members 
Mstep: Class 20 contains 130276 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 50931 members 
Mstep: Class 23 contains 84901 members 
Mstep: Class 24 contains 163567 members 
Mstep: Class 25 contains 12047 members 
Mstep: Class 26 contains 12743 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685984.000000 Penalty: 95705.312500
Iteration 111Q: 28 clusters Score -1.94686e+08 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 155131 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 87024 members 
Mstep: Class 5 contains 81132 members 
Mstep: Class 6 contains 34654 members 
Mstep: Class 7 contains 159215 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3175 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 135141 members 
Mstep: Class 13 contains 71232 members 
Mstep: Class 14 contains 45612 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 182740 members 
Mstep: Class 19 contains 166248 members 
Mstep: Class 20 contains 131639 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 50965 members 
Mstep: Class 23 contains 84699 members 
Mstep: Class 24 contains 163617 members 
Mstep: Class 25 contains 12033 members 
Mstep: Class 26 contains 12750 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686512.000000 Penalty: 95705.312500
Iteration 112Q: 28 clusters Score -1.946865e+08 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 154923 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 86830 members 
Mstep: Class 5 contains 81296 members 
Mstep: Class 6 contains 34666 members 
Mstep: Class 7 contains 159257 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 134195 members 
Mstep: Class 13 contains 71061 members 
Mstep: Class 14 contains 45587 members 
Mstep: Class 15 contains 12585 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2228 members 
Mstep: Class 18 contains 183149 members 
Mstep: Class 19 contains 166096 members 
Mstep: Class 20 contains 133049 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 50995 members 
Mstep: Class 23 contains 84501 members 
Mstep: Class 24 contains 163602 members 
Mstep: Class 25 contains 12023 members 
Mstep: Class 26 contains 12780 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686736.000000 Penalty: 95705.312500
Iteration 113Q: 28 clusters Score -1.946867e+08 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 154714 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 86638 members 
Mstep: Class 5 contains 81443 members 
Mstep: Class 6 contains 34696 members 
Mstep: Class 7 contains 159286 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 133248 members 
Mstep: Class 13 contains 70872 members 
Mstep: Class 14 contains 45549 members 
Mstep: Class 15 contains 12437 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 183581 members 
Mstep: Class 19 contains 165900 members 
Mstep: Class 20 contains 134573 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51034 members 
Mstep: Class 23 contains 84302 members 
Mstep: Class 24 contains 163540 members 
Mstep: Class 25 contains 12004 members 
Mstep: Class 26 contains 12795 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687808.000000 Penalty: 95705.312500
Iteration 114Q: 28 clusters Score -1.946878e+08 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 154447 members 
Mstep: Class 3 contains 5438 members 
Mstep: Class 4 contains 86458 members 
Mstep: Class 5 contains 81571 members 
Mstep: Class 6 contains 34709 members 
Mstep: Class 7 contains 159346 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 132261 members 
Mstep: Class 13 contains 70709 members 
Mstep: Class 14 contains 45537 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 184026 members 
Mstep: Class 19 contains 165776 members 
Mstep: Class 20 contains 136151 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51052 members 
Mstep: Class 23 contains 84085 members 
Mstep: Class 24 contains 163437 members 
Mstep: Class 25 contains 11985 members 
Mstep: Class 26 contains 12800 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688112.000000 Penalty: 95705.312500
Iteration 115Q: 28 clusters Score -1.946881e+08 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 154230 members 
Mstep: Class 3 contains 5443 members 
Mstep: Class 4 contains 86309 members 
Mstep: Class 5 contains 81703 members 
Mstep: Class 6 contains 34721 members 
Mstep: Class 7 contains 159365 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 131283 members 
Mstep: Class 13 contains 70536 members 
Mstep: Class 14 contains 45520 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 184462 members 
Mstep: Class 19 contains 165718 members 
Mstep: Class 20 contains 137695 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51091 members 
Mstep: Class 23 contains 83887 members 
Mstep: Class 24 contains 163287 members 
Mstep: Class 25 contains 11967 members 
Mstep: Class 26 contains 12812 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688816.000000 Penalty: 95705.312500
Iteration 116Q: 28 clusters Score -1.946888e+08 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 154011 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 4 contains 86176 members 
Mstep: Class 5 contains 81821 members 
Mstep: Class 6 contains 34731 members 
Mstep: Class 7 contains 159352 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 130308 members 
Mstep: Class 13 contains 70358 members 
Mstep: Class 14 contains 45493 members 
Mstep: Class 15 contains 11933 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 184933 members 
Mstep: Class 19 contains 165653 members 
Mstep: Class 20 contains 139285 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51080 members 
Mstep: Class 23 contains 83702 members 
Mstep: Class 24 contains 163115 members 
Mstep: Class 25 contains 11953 members 
Mstep: Class 26 contains 12813 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688704.000000 Penalty: 95705.312500
Iteration 117Q: 28 clusters Score -1.946887e+08 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 153796 members 
Mstep: Class 3 contains 5457 members 
Mstep: Class 4 contains 86045 members 
Mstep: Class 5 contains 81897 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 159340 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 129362 members 
Mstep: Class 13 contains 70186 members 
Mstep: Class 14 contains 45456 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 185391 members 
Mstep: Class 19 contains 165581 members 
Mstep: Class 20 contains 140961 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51070 members 
Mstep: Class 23 contains 83512 members 
Mstep: Class 24 contains 162884 members 
Mstep: Class 25 contains 11945 members 
Mstep: Class 26 contains 12819 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688976.000000 Penalty: 95705.312500
Iteration 118Q: 28 clusters Score -1.94689e+08 nChanged 5944
Entering ConstructFrom: 
Score: -194688976.000000 Penalty: 95705.312500
Entering ConstructFrom: 
Trying to split cluster 1 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -318144.750000 Penalty: 1948.271240
	Iteration 0F: 2 clusters Score -318144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -315112.406250 Penalty: 3896.542480
	Iteration 0F: 3 clusters Score -315112.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -315668.937500 Penalty: 3896.542480
	Iteration 1F: 3 clusters Score -315668.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -315813.968750 Penalty: 3896.542480
	Iteration 2F: 3 clusters Score -315814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -315900.687500 Penalty: 3896.542480
	Iteration 3F: 3 clusters Score -315900.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -315950.750000 Penalty: 3896.542480
	Iteration 4Q: 3 clusters Score -315950.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -315982.718750 Penalty: 3896.542480
	Iteration 5Q: 3 clusters Score -315982.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -316011.687500 Penalty: 3896.542480
	Iteration 6Q: 3 clusters Score -316011.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -316039.593750 Penalty: 3896.542480
	Iteration 7Q: 3 clusters Score -316039.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -316056.218750 Penalty: 3896.542480
	Iteration 8Q: 3 clusters Score -316056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -316068.750000 Penalty: 3896.542480
	Iteration 9Q: 3 clusters Score -316068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -316080.375000 Penalty: 3896.542480
	Iteration 10Q: 3 clusters Score -316080.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -316090.093750 Penalty: 3896.542480
	Iteration 11Q: 3 clusters Score -316090.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -316098.687500 Penalty: 3896.542480
	Iteration 12Q: 3 clusters Score -316098.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -316101.750000 Penalty: 3896.542480
	Iteration 13Q: 3 clusters Score -316101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -316104.968750 Penalty: 3896.542480
	Iteration 14Q: 3 clusters Score -316105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -316110.906250 Penalty: 3896.542480
	Iteration 15Q: 3 clusters Score -316110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -316113.500000 Penalty: 3896.542480
	Iteration 16Q: 3 clusters Score -316113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -316114.000000 Penalty: 3896.542480
	Iteration 17Q: 3 clusters Score -316114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -316114.000000 Penalty: 3896.542480
	Iteration 18F: 3 clusters Score -316114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (153576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Entering Unmasked Estep 
Score: -19050664.000000 Penalty: 2961.603760
	Iteration 0F: 2 clusters Score -1.905066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -18948456.000000 Penalty: 5923.207520
	Iteration 0F: 3 clusters Score -1.894846e+07 nChanged 73439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -18991500.000000 Penalty: 5923.207520
	Iteration 1F: 3 clusters Score -1.89915e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75496 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -18992890.000000 Penalty: 5923.207520
	Iteration 2Q: 3 clusters Score -1.899289e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -18994902.000000 Penalty: 5923.207520
	Iteration 3Q: 3 clusters Score -1.89949e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -18997630.000000 Penalty: 5923.207520
	Iteration 4Q: 3 clusters Score -1.899763e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -19001776.000000 Penalty: 5923.207520
	Iteration 5Q: 3 clusters Score -1.900178e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -19007452.000000 Penalty: 5923.207520
	Iteration 6F: 3 clusters Score -1.900745e+07 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -19014146.000000 Penalty: 5923.207520
	Iteration 7F: 3 clusters Score -1.901415e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -19021624.000000 Penalty: 5923.207520
	Iteration 8F: 3 clusters Score -1.902162e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -19028332.000000 Penalty: 5923.207520
	Iteration 9F: 3 clusters Score -1.902833e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -19032130.000000 Penalty: 5923.207520
	Iteration 10Q: 3 clusters Score -1.903213e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -19033930.000000 Penalty: 5923.207520
	Iteration 11Q: 3 clusters Score -1.903393e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -19034666.000000 Penalty: 5923.207520
	Iteration 12Q: 3 clusters Score -1.903467e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -19035158.000000 Penalty: 5923.207520
	Iteration 13Q: 3 clusters Score -1.903516e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -19035642.000000 Penalty: 5923.207520
	Iteration 14Q: 3 clusters Score -1.903564e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -19036040.000000 Penalty: 5923.207520
	Iteration 15Q: 3 clusters Score -1.903604e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -19036578.000000 Penalty: 5923.207520
	Iteration 16Q: 3 clusters Score -1.903658e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86782 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -19036880.000000 Penalty: 5923.207520
	Iteration 17Q: 3 clusters Score -1.903688e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 65554 members 
Entering Unmasked Estep 
Score: -19037312.000000 Penalty: 5923.207520
	Iteration 18Q: 3 clusters Score -1.903731e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89245 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -19037620.000000 Penalty: 5923.207520
	Iteration 19Q: 3 clusters Score -1.903762e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90468 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -19037990.000000 Penalty: 5923.207520
	Iteration 20F: 3 clusters Score -1.903799e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -19038246.000000 Penalty: 5923.207520
	Iteration 21Q: 3 clusters Score -1.903825e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -19038426.000000 Penalty: 5923.207520
	Iteration 22Q: 3 clusters Score -1.903843e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94070 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -19038766.000000 Penalty: 5923.207520
	Iteration 23Q: 3 clusters Score -1.903877e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -19038948.000000 Penalty: 5923.207520
	Iteration 24Q: 3 clusters Score -1.903895e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -19039080.000000 Penalty: 5923.207520
	Iteration 25Q: 3 clusters Score -1.903908e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -19039330.000000 Penalty: 5923.207520
	Iteration 26Q: 3 clusters Score -1.903933e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -19039586.000000 Penalty: 5923.207520
	Iteration 27Q: 3 clusters Score -1.903959e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -19039800.000000 Penalty: 5923.207520
	Iteration 28Q: 3 clusters Score -1.90398e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -19040024.000000 Penalty: 5923.207520
	Iteration 29Q: 3 clusters Score -1.904002e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102557 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -19040208.000000 Penalty: 5923.207520
	Iteration 30Q: 3 clusters Score -1.904021e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103794 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -19040328.000000 Penalty: 5923.207520
	Iteration 31Q: 3 clusters Score -1.904033e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -19040614.000000 Penalty: 5923.207520
	Iteration 32Q: 3 clusters Score -1.904061e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106320 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -19040760.000000 Penalty: 5923.207520
	Iteration 33Q: 3 clusters Score -1.904076e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -19041030.000000 Penalty: 5923.207520
	Iteration 34Q: 3 clusters Score -1.904103e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -19041354.000000 Penalty: 5923.207520
	Iteration 35Q: 3 clusters Score -1.904135e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -19041578.000000 Penalty: 5923.207520
	Iteration 36Q: 3 clusters Score -1.904158e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111417 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -19041846.000000 Penalty: 5923.207520
	Iteration 37Q: 3 clusters Score -1.904185e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112745 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -19042116.000000 Penalty: 5923.207520
	Iteration 38Q: 3 clusters Score -1.904212e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114080 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -19042462.000000 Penalty: 5923.207520
	Iteration 39Q: 3 clusters Score -1.904246e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115346 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -19042750.000000 Penalty: 5923.207520
	Iteration 40F: 3 clusters Score -1.904275e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -19042898.000000 Penalty: 5923.207520
	Iteration 41Q: 3 clusters Score -1.90429e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -19043226.000000 Penalty: 5923.207520
	Iteration 42Q: 3 clusters Score -1.904323e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118861 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -19043362.000000 Penalty: 5923.207520
	Iteration 43Q: 3 clusters Score -1.904336e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -19043614.000000 Penalty: 5923.207520
	Iteration 44Q: 3 clusters Score -1.904361e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121103 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -19043830.000000 Penalty: 5923.207520
	Iteration 45Q: 3 clusters Score -1.904383e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122222 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -19044052.000000 Penalty: 5923.207520
	Iteration 46Q: 3 clusters Score -1.904405e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -19044278.000000 Penalty: 5923.207520
	Iteration 47Q: 3 clusters Score -1.904428e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124427 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -19044470.000000 Penalty: 5923.207520
	Iteration 48Q: 3 clusters Score -1.904447e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125506 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -19044698.000000 Penalty: 5923.207520
	Iteration 49Q: 3 clusters Score -1.90447e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -19044892.000000 Penalty: 5923.207520
	Iteration 50Q: 3 clusters Score -1.904489e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -19045136.000000 Penalty: 5923.207520
	Iteration 51Q: 3 clusters Score -1.904514e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128702 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -19045326.000000 Penalty: 5923.207520
	Iteration 52Q: 3 clusters Score -1.904533e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -19045598.000000 Penalty: 5923.207520
	Iteration 53Q: 3 clusters Score -1.90456e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130869 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -19045870.000000 Penalty: 5923.207520
	Iteration 54Q: 3 clusters Score -1.904587e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131895 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -19046136.000000 Penalty: 5923.207520
	Iteration 55Q: 3 clusters Score -1.904614e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132873 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -19046404.000000 Penalty: 5923.207520
	Iteration 56Q: 3 clusters Score -1.90464e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133796 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -19046532.000000 Penalty: 5923.207520
	Iteration 57Q: 3 clusters Score -1.904653e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -19046660.000000 Penalty: 5923.207520
	Iteration 58Q: 3 clusters Score -1.904666e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135425 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -19046782.000000 Penalty: 5923.207520
	Iteration 59Q: 3 clusters Score -1.904678e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -19047012.000000 Penalty: 5923.207520
	Iteration 60F: 3 clusters Score -1.904701e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136984 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -19047224.000000 Penalty: 5923.207520
	Iteration 61Q: 3 clusters Score -1.904722e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137713 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -19047358.000000 Penalty: 5923.207520
	Iteration 62Q: 3 clusters Score -1.904736e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138443 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -19047498.000000 Penalty: 5923.207520
	Iteration 63Q: 3 clusters Score -1.90475e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139125 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -19047678.000000 Penalty: 5923.207520
	Iteration 64Q: 3 clusters Score -1.904768e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139732 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -19047786.000000 Penalty: 5923.207520
	Iteration 65Q: 3 clusters Score -1.904779e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140345 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -19047906.000000 Penalty: 5923.207520
	Iteration 66Q: 3 clusters Score -1.904791e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -19048066.000000 Penalty: 5923.207520
	Iteration 67Q: 3 clusters Score -1.904807e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141506 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -19048208.000000 Penalty: 5923.207520
	Iteration 68Q: 3 clusters Score -1.904821e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141989 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -19048220.000000 Penalty: 5923.207520
	Iteration 69Q: 3 clusters Score -1.904822e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142418 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -19048354.000000 Penalty: 5923.207520
	Iteration 70Q: 3 clusters Score -1.904835e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142791 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -19048428.000000 Penalty: 5923.207520
	Iteration 71Q: 3 clusters Score -1.904843e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -19048496.000000 Penalty: 5923.207520
	Iteration 72Q: 3 clusters Score -1.90485e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143495 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -19048552.000000 Penalty: 5923.207520
	Iteration 73Q: 3 clusters Score -1.904855e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -19048612.000000 Penalty: 5923.207520
	Iteration 74Q: 3 clusters Score -1.904861e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -19048710.000000 Penalty: 5923.207520
	Iteration 75Q: 3 clusters Score -1.904871e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144460 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -19048808.000000 Penalty: 5923.207520
	Iteration 76Q: 3 clusters Score -1.904881e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -19048844.000000 Penalty: 5923.207520
	Iteration 77Q: 3 clusters Score -1.904884e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -19048880.000000 Penalty: 5923.207520
	Iteration 78Q: 3 clusters Score -1.904888e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -19048918.000000 Penalty: 5923.207520
	Iteration 79Q: 3 clusters Score -1.904892e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145506 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -19048978.000000 Penalty: 5923.207520
	Iteration 80F: 3 clusters Score -1.904898e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145720 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -19049002.000000 Penalty: 5923.207520
	Iteration 81Q: 3 clusters Score -1.9049e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145924 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -19049076.000000 Penalty: 5923.207520
	Iteration 82Q: 3 clusters Score -1.904908e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146128 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -19049084.000000 Penalty: 5923.207520
	Iteration 83Q: 3 clusters Score -1.904908e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146298 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -19049096.000000 Penalty: 5923.207520
	Iteration 84Q: 3 clusters Score -1.90491e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -19049116.000000 Penalty: 5923.207520
	Iteration 85Q: 3 clusters Score -1.904912e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146611 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -19049090.000000 Penalty: 5923.207520
	Iteration 86Q: 3 clusters Score -1.904909e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -19049098.000000 Penalty: 5923.207520
	Iteration 87Q: 3 clusters Score -1.90491e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -19049118.000000 Penalty: 5923.207520
	Iteration 88Q: 3 clusters Score -1.904912e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -19049120.000000 Penalty: 5923.207520
	Iteration 89Q: 3 clusters Score -1.904912e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147249 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -19049090.000000 Penalty: 5923.207520
	Iteration 90Q: 3 clusters Score -1.904909e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147416 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -19049096.000000 Penalty: 5923.207520
	Iteration 91Q: 3 clusters Score -1.90491e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147571 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -19049104.000000 Penalty: 5923.207520
	Iteration 92Q: 3 clusters Score -1.90491e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147730 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -19049144.000000 Penalty: 5923.207520
	Iteration 93Q: 3 clusters Score -1.904914e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -19049184.000000 Penalty: 5923.207520
	Iteration 94Q: 3 clusters Score -1.904918e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148016 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -19049182.000000 Penalty: 5923.207520
	Iteration 95Q: 3 clusters Score -1.904918e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148149 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -19049198.000000 Penalty: 5923.207520
	Iteration 96Q: 3 clusters Score -1.90492e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -19049182.000000 Penalty: 5923.207520
	Iteration 97Q: 3 clusters Score -1.904918e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148371 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -19049172.000000 Penalty: 5923.207520
	Iteration 98Q: 3 clusters Score -1.904917e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -19049210.000000 Penalty: 5923.207520
	Iteration 99Q: 3 clusters Score -1.904921e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148600 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -19049208.000000 Penalty: 5923.207520
	Iteration 100F: 3 clusters Score -1.904921e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -19049222.000000 Penalty: 5923.207520
	Iteration 101Q: 3 clusters Score -1.904922e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148799 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -19049224.000000 Penalty: 5923.207520
	Iteration 102Q: 3 clusters Score -1.904922e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148891 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -19049240.000000 Penalty: 5923.207520
	Iteration 103Q: 3 clusters Score -1.904924e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -19049264.000000 Penalty: 5923.207520
	Iteration 104Q: 3 clusters Score -1.904926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -19049246.000000 Penalty: 5923.207520
	Iteration 105Q: 3 clusters Score -1.904925e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149091 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -19049236.000000 Penalty: 5923.207520
	Iteration 106Q: 3 clusters Score -1.904924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149148 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -19049226.000000 Penalty: 5923.207520
	Iteration 107Q: 3 clusters Score -1.904923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -19049212.000000 Penalty: 5923.207520
	Iteration 108Q: 3 clusters Score -1.904921e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -19049224.000000 Penalty: 5923.207520
	Iteration 109Q: 3 clusters Score -1.904922e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149287 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -19049216.000000 Penalty: 5923.207520
	Iteration 110Q: 3 clusters Score -1.904922e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -19049204.000000 Penalty: 5923.207520
	Iteration 111Q: 3 clusters Score -1.90492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149379 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -19049190.000000 Penalty: 5923.207520
	Iteration 112Q: 3 clusters Score -1.904919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149415 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -19049198.000000 Penalty: 5923.207520
	Iteration 113Q: 3 clusters Score -1.90492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -19049224.000000 Penalty: 5923.207520
	Iteration 114Q: 3 clusters Score -1.904922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -19049182.000000 Penalty: 5923.207520
	Iteration 115Q: 3 clusters Score -1.904918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -19049172.000000 Penalty: 5923.207520
	Iteration 116Q: 3 clusters Score -1.904917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149582 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -19049178.000000 Penalty: 5923.207520
	Iteration 117Q: 3 clusters Score -1.904918e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -19049178.000000 Penalty: 5923.207520
	Iteration 118Q: 3 clusters Score -1.904918e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -19049158.000000 Penalty: 5923.207520
	Iteration 119Q: 3 clusters Score -1.904916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -19049186.000000 Penalty: 5923.207520
	Iteration 120F: 3 clusters Score -1.904919e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -19049184.000000 Penalty: 5923.207520
	Iteration 121Q: 3 clusters Score -1.904918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19049182.000000 Penalty: 5923.207520
	Iteration 122Q: 3 clusters Score -1.904918e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -19049206.000000 Penalty: 5923.207520
	Iteration 123Q: 3 clusters Score -1.904921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -19049180.000000 Penalty: 5923.207520
	Iteration 124Q: 3 clusters Score -1.904918e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150049 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -19049170.000000 Penalty: 5923.207520
	Iteration 125Q: 3 clusters Score -1.904917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -19049152.000000 Penalty: 5923.207520
	Iteration 126Q: 3 clusters Score -1.904915e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150129 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -19049180.000000 Penalty: 5923.207520
	Iteration 127Q: 3 clusters Score -1.904918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -19049164.000000 Penalty: 5923.207520
	Iteration 128Q: 3 clusters Score -1.904916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -19049180.000000 Penalty: 5923.207520
	Iteration 129Q: 3 clusters Score -1.904918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -19049182.000000 Penalty: 5923.207520
	Iteration 130Q: 3 clusters Score -1.904918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150223 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -19049172.000000 Penalty: 5923.207520
	Iteration 131Q: 3 clusters Score -1.904917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -19049156.000000 Penalty: 5923.207520
	Iteration 132Q: 3 clusters Score -1.904916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -19049162.000000 Penalty: 5923.207520
	Iteration 133Q: 3 clusters Score -1.904916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -19049156.000000 Penalty: 5923.207520
	Iteration 134Q: 3 clusters Score -1.904916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150270 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -19049182.000000 Penalty: 5923.207520
	Iteration 135Q: 3 clusters Score -1.904918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -19049176.000000 Penalty: 5923.207520
	Iteration 136Q: 3 clusters Score -1.904918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -19049156.000000 Penalty: 5923.207520
	Iteration 137Q: 3 clusters Score -1.904916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -19049148.000000 Penalty: 5923.207520
	Iteration 138Q: 3 clusters Score -1.904915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150300 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -19049154.000000 Penalty: 5923.207520
	Iteration 139Q: 3 clusters Score -1.904915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -19049156.000000 Penalty: 5923.207520
	Iteration 140F: 3 clusters Score -1.904916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150324 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19049138.000000 Penalty: 5923.207520
	Iteration 141Q: 3 clusters Score -1.904914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150337 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -19049118.000000 Penalty: 5923.207520
	Iteration 142Q: 3 clusters Score -1.904912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150351 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -19049112.000000 Penalty: 5923.207520
	Iteration 143Q: 3 clusters Score -1.904911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150365 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19049108.000000 Penalty: 5923.207520
	Iteration 144Q: 3 clusters Score -1.904911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150375 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -19049094.000000 Penalty: 5923.207520
	Iteration 145Q: 3 clusters Score -1.904909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150380 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -19049090.000000 Penalty: 5923.207520
	Iteration 146Q: 3 clusters Score -1.904909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150388 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -19049098.000000 Penalty: 5923.207520
	Iteration 147Q: 3 clusters Score -1.90491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -19049108.000000 Penalty: 5923.207520
	Iteration 148Q: 3 clusters Score -1.904911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -19049104.000000 Penalty: 5923.207520
	Iteration 149Q: 3 clusters Score -1.90491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150405 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -19049094.000000 Penalty: 5923.207520
	Iteration 150Q: 3 clusters Score -1.904909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150405 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -19049094.000000 Penalty: 5923.207520
	Iteration 151F: 3 clusters Score -1.904909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -633069.187500 Penalty: 2134.090576
	Iteration 0F: 2 clusters Score -633069.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -628298.500000 Penalty: 4268.181152
	Iteration 0F: 3 clusters Score -628298.5 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -629491.500000 Penalty: 4268.181152
	Iteration 1F: 3 clusters Score -629491.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -629743.875000 Penalty: 4268.181152
	Iteration 2F: 3 clusters Score -629743.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -629915.062500 Penalty: 4268.181152
	Iteration 3F: 3 clusters Score -629915.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -630067.125000 Penalty: 4268.181152
	Iteration 4Q: 3 clusters Score -630067.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -630201.750000 Penalty: 4268.181152
	Iteration 5Q: 3 clusters Score -630201.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -630292.937500 Penalty: 4268.181152
	Iteration 6Q: 3 clusters Score -630292.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -630365.750000 Penalty: 4268.181152
	Iteration 7Q: 3 clusters Score -630365.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -630439.687500 Penalty: 4268.181152
	Iteration 8Q: 3 clusters Score -630439.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -630505.875000 Penalty: 4268.181152
	Iteration 9Q: 3 clusters Score -630505.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -630559.875000 Penalty: 4268.181152
	Iteration 10Q: 3 clusters Score -630559.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -630613.500000 Penalty: 4268.181152
	Iteration 11Q: 3 clusters Score -630613.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -630669.250000 Penalty: 4268.181152
	Iteration 12Q: 3 clusters Score -630669.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -630729.562500 Penalty: 4268.181152
	Iteration 13Q: 3 clusters Score -630729.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -630792.125000 Penalty: 4268.181152
	Iteration 14Q: 3 clusters Score -630792.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -630868.375000 Penalty: 4268.181152
	Iteration 15Q: 3 clusters Score -630868.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -630952.125000 Penalty: 4268.181152
	Iteration 16Q: 3 clusters Score -630952.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -631021.625000 Penalty: 4268.181152
	Iteration 17Q: 3 clusters Score -631021.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -631071.625000 Penalty: 4268.181152
	Iteration 18Q: 3 clusters Score -631071.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -631108.125000 Penalty: 4268.181152
	Iteration 19Q: 3 clusters Score -631108.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -631143.625000 Penalty: 4268.181152
	Iteration 20F: 3 clusters Score -631143.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -631172.062500 Penalty: 4268.181152
	Iteration 21Q: 3 clusters Score -631172.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -631203.375000 Penalty: 4268.181152
	Iteration 22Q: 3 clusters Score -631203.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -631240.437500 Penalty: 4268.181152
	Iteration 23Q: 3 clusters Score -631240.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -631275.687500 Penalty: 4268.181152
	Iteration 24Q: 3 clusters Score -631275.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -631309.062500 Penalty: 4268.181152
	Iteration 25Q: 3 clusters Score -631309.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -631348.562500 Penalty: 4268.181152
	Iteration 26Q: 3 clusters Score -631348.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -631373.437500 Penalty: 4268.181152
	Iteration 27Q: 3 clusters Score -631373.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -631389.437500 Penalty: 4268.181152
	Iteration 28Q: 3 clusters Score -631389.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -631404.000000 Penalty: 4268.181152
	Iteration 29Q: 3 clusters Score -631404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -631412.937500 Penalty: 4268.181152
	Iteration 30Q: 3 clusters Score -631412.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -631428.187500 Penalty: 4268.181152
	Iteration 31Q: 3 clusters Score -631428.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -631442.250000 Penalty: 4268.181152
	Iteration 32Q: 3 clusters Score -631442.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -631447.250000 Penalty: 4268.181152
	Iteration 33Q: 3 clusters Score -631447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -631451.437500 Penalty: 4268.181152
	Iteration 34Q: 3 clusters Score -631451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -631459.375000 Penalty: 4268.181152
	Iteration 35Q: 3 clusters Score -631459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -631469.062500 Penalty: 4268.181152
	Iteration 36Q: 3 clusters Score -631469.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -631477.062500 Penalty: 4268.181152
	Iteration 37Q: 3 clusters Score -631477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -631482.937500 Penalty: 4268.181152
	Iteration 38Q: 3 clusters Score -631482.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -631487.312500 Penalty: 4268.181152
	Iteration 39Q: 3 clusters Score -631487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -631493.687500 Penalty: 4268.181152
	Iteration 40F: 3 clusters Score -631493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -631496.187500 Penalty: 4268.181152
	Iteration 41Q: 3 clusters Score -631496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -631496.937500 Penalty: 4268.181152
	Iteration 42Q: 3 clusters Score -631496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -631497.562500 Penalty: 4268.181152
	Iteration 43Q: 3 clusters Score -631497.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -631499.562500 Penalty: 4268.181152
	Iteration 44Q: 3 clusters Score -631499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -631500.187500 Penalty: 4268.181152
	Iteration 45Q: 3 clusters Score -631500.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -631503.312500 Penalty: 4268.181152
	Iteration 46Q: 3 clusters Score -631503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -631504.000000 Penalty: 4268.181152
	Iteration 47Q: 3 clusters Score -631504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -631504.000000 Penalty: 4268.181152
	Iteration 48F: 3 clusters Score -631504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (85917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Entering Unmasked Estep 
Score: -10683832.000000 Penalty: 2817.562012
	Iteration 0F: 2 clusters Score -1.068383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -10626118.000000 Penalty: 5635.124023
	Iteration 0F: 3 clusters Score -1.062612e+07 nChanged 40448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -10649196.000000 Penalty: 5635.124023
	Iteration 1F: 3 clusters Score -1.06492e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -10650094.000000 Penalty: 5635.124023
	Iteration 2Q: 3 clusters Score -1.065009e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10651074.000000 Penalty: 5635.124023
	Iteration 3Q: 3 clusters Score -1.065107e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -10652633.000000 Penalty: 5635.124023
	Iteration 4Q: 3 clusters Score -1.065263e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -10654590.000000 Penalty: 5635.124023
	Iteration 5Q: 3 clusters Score -1.065459e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -10657123.000000 Penalty: 5635.124023
	Iteration 6F: 3 clusters Score -1.065712e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -10660293.000000 Penalty: 5635.124023
	Iteration 7F: 3 clusters Score -1.066029e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -10663870.000000 Penalty: 5635.124023
	Iteration 8F: 3 clusters Score -1.066387e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 67419 members 
Entering Unmasked Estep 
Score: -10667471.000000 Penalty: 5635.124023
	Iteration 9F: 3 clusters Score -1.066747e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -10671042.000000 Penalty: 5635.124023
	Iteration 10F: 3 clusters Score -1.067104e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -10674231.000000 Penalty: 5635.124023
	Iteration 11Q: 3 clusters Score -1.067423e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -10676681.000000 Penalty: 5635.124023
	Iteration 12Q: 3 clusters Score -1.067668e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 81223 members 
Entering Unmasked Estep 
Score: -10678447.000000 Penalty: 5635.124023
	Iteration 13Q: 3 clusters Score -1.067845e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -10679539.000000 Penalty: 5635.124023
	Iteration 14Q: 3 clusters Score -1.067954e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -10680257.000000 Penalty: 5635.124023
	Iteration 15Q: 3 clusters Score -1.068026e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -10680619.000000 Penalty: 5635.124023
	Iteration 16Q: 3 clusters Score -1.068062e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -10680898.000000 Penalty: 5635.124023
	Iteration 17Q: 3 clusters Score -1.06809e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -10681062.000000 Penalty: 5635.124023
	Iteration 18Q: 3 clusters Score -1.068106e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -10681150.000000 Penalty: 5635.124023
	Iteration 19Q: 3 clusters Score -1.068115e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -10681221.000000 Penalty: 5635.124023
	Iteration 20F: 3 clusters Score -1.068122e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -10681259.000000 Penalty: 5635.124023
	Iteration 21Q: 3 clusters Score -1.068126e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -10681299.000000 Penalty: 5635.124023
	Iteration 22Q: 3 clusters Score -1.06813e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
Score: -10681321.000000 Penalty: 5635.124023
	Iteration 23Q: 3 clusters Score -1.068132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -10681325.000000 Penalty: 5635.124023
	Iteration 24Q: 3 clusters Score -1.068132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
Score: -10681334.000000 Penalty: 5635.124023
	Iteration 25Q: 3 clusters Score -1.068133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -10681340.000000 Penalty: 5635.124023
	Iteration 26Q: 3 clusters Score -1.068134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -10681367.000000 Penalty: 5635.124023
	Iteration 27Q: 3 clusters Score -1.068137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -10681367.000000 Penalty: 5635.124023
	Iteration 28Q: 3 clusters Score -1.068137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -10681363.000000 Penalty: 5635.124023
	Iteration 29Q: 3 clusters Score -1.068136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -10681374.000000 Penalty: 5635.124023
	Iteration 30Q: 3 clusters Score -1.068137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -10681390.000000 Penalty: 5635.124023
	Iteration 31Q: 3 clusters Score -1.068139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -10681389.000000 Penalty: 5635.124023
	Iteration 32Q: 3 clusters Score -1.068139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -10681395.000000 Penalty: 5635.124023
	Iteration 33Q: 3 clusters Score -1.06814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -10681398.000000 Penalty: 5635.124023
	Iteration 34Q: 3 clusters Score -1.06814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -10681403.000000 Penalty: 5635.124023
	Iteration 35Q: 3 clusters Score -1.06814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -10681399.000000 Penalty: 5635.124023
	Iteration 36Q: 3 clusters Score -1.06814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -10681395.000000 Penalty: 5635.124023
	Iteration 37Q: 3 clusters Score -1.06814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -10681395.000000 Penalty: 5635.124023
	Iteration 38F: 3 clusters Score -1.06814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Entering Unmasked Estep 
Score: -9758899.000000 Penalty: 2805.968506
	Iteration 0F: 2 clusters Score -9758899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9703957.000000 Penalty: 5611.937012
	Iteration 0F: 3 clusters Score -9703957 nChanged 38592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -9725677.000000 Penalty: 5611.937012
	Iteration 1F: 3 clusters Score -9725677 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -9726351.000000 Penalty: 5611.937012
	Iteration 2Q: 3 clusters Score -9726351 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -9726992.000000 Penalty: 5611.937012
	Iteration 3Q: 3 clusters Score -9726992 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -9727618.000000 Penalty: 5611.937012
	Iteration 4Q: 3 clusters Score -9727618 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -9728387.000000 Penalty: 5611.937012
	Iteration 5Q: 3 clusters Score -9728387 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -9729302.000000 Penalty: 5611.937012
	Iteration 6Q: 3 clusters Score -9729302 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -9730511.000000 Penalty: 5611.937012
	Iteration 7Q: 3 clusters Score -9730511 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9732286.000000 Penalty: 5611.937012
	Iteration 8Q: 3 clusters Score -9732286 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -9734969.000000 Penalty: 5611.937012
	Iteration 9F: 3 clusters Score -9734969 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -9738861.000000 Penalty: 5611.937012
	Iteration 10F: 3 clusters Score -9738861 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -9743658.000000 Penalty: 5611.937012
	Iteration 11F: 3 clusters Score -9743658 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -9748290.000000 Penalty: 5611.937012
	Iteration 12F: 3 clusters Score -9748290 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -9751632.000000 Penalty: 5611.937012
	Iteration 13Q: 3 clusters Score -9751632 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -9753644.000000 Penalty: 5611.937012
	Iteration 14Q: 3 clusters Score -9753644 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -9754754.000000 Penalty: 5611.937012
	Iteration 15Q: 3 clusters Score -9754754 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -9755418.000000 Penalty: 5611.937012
	Iteration 16Q: 3 clusters Score -9755418 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -9755856.000000 Penalty: 5611.937012
	Iteration 17Q: 3 clusters Score -9755856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -9756143.000000 Penalty: 5611.937012
	Iteration 18Q: 3 clusters Score -9756143 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -9756360.000000 Penalty: 5611.937012
	Iteration 19Q: 3 clusters Score -9756360 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -9756486.000000 Penalty: 5611.937012
	Iteration 20F: 3 clusters Score -9756486 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -9756574.000000 Penalty: 5611.937012
	Iteration 21Q: 3 clusters Score -9756574 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -9756689.000000 Penalty: 5611.937012
	Iteration 22Q: 3 clusters Score -9756689 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -9756753.000000 Penalty: 5611.937012
	Iteration 23Q: 3 clusters Score -9756753 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -9756791.000000 Penalty: 5611.937012
	Iteration 24Q: 3 clusters Score -9756791 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -9756849.000000 Penalty: 5611.937012
	Iteration 25Q: 3 clusters Score -9756849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9756871.000000 Penalty: 5611.937012
	Iteration 26Q: 3 clusters Score -9756871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -9756904.000000 Penalty: 5611.937012
	Iteration 27Q: 3 clusters Score -9756904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -9756939.000000 Penalty: 5611.937012
	Iteration 28Q: 3 clusters Score -9756939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -9756965.000000 Penalty: 5611.937012
	Iteration 29Q: 3 clusters Score -9756965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -9756979.000000 Penalty: 5611.937012
	Iteration 30Q: 3 clusters Score -9756979 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -9756981.000000 Penalty: 5611.937012
	Iteration 31Q: 3 clusters Score -9756981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -9756997.000000 Penalty: 5611.937012
	Iteration 32Q: 3 clusters Score -9756997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9757005.000000 Penalty: 5611.937012
	Iteration 33Q: 3 clusters Score -9757005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -9757008.000000 Penalty: 5611.937012
	Iteration 34Q: 3 clusters Score -9757008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -9757019.000000 Penalty: 5611.937012
	Iteration 35Q: 3 clusters Score -9757019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -9757048.000000 Penalty: 5611.937012
	Iteration 36Q: 3 clusters Score -9757048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -9757044.000000 Penalty: 5611.937012
	Iteration 37Q: 3 clusters Score -9757044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 79534 members 
Entering Unmasked Estep 
Score: -9757058.000000 Penalty: 5611.937012
	Iteration 38Q: 3 clusters Score -9757058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -9757062.000000 Penalty: 5611.937012
	Iteration 39Q: 3 clusters Score -9757062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -9757063.000000 Penalty: 5611.937012
	Iteration 40F: 3 clusters Score -9757063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -9757074.000000 Penalty: 5611.937012
	Iteration 41Q: 3 clusters Score -9757074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9757076.000000 Penalty: 5611.937012
	Iteration 42Q: 3 clusters Score -9757076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -9757084.000000 Penalty: 5611.937012
	Iteration 43Q: 3 clusters Score -9757084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -9757090.000000 Penalty: 5611.937012
	Iteration 44Q: 3 clusters Score -9757090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -9757102.000000 Penalty: 5611.937012
	Iteration 45Q: 3 clusters Score -9757102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -9757097.000000 Penalty: 5611.937012
	Iteration 46Q: 3 clusters Score -9757097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -9757113.000000 Penalty: 5611.937012
	Iteration 47Q: 3 clusters Score -9757113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -9757102.000000 Penalty: 5611.937012
	Iteration 48Q: 3 clusters Score -9757102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -9757107.000000 Penalty: 5611.937012
	Iteration 49Q: 3 clusters Score -9757107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -9757109.000000 Penalty: 5611.937012
	Iteration 50Q: 3 clusters Score -9757109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -9757113.000000 Penalty: 5611.937012
	Iteration 51Q: 3 clusters Score -9757113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -9757117.000000 Penalty: 5611.937012
	Iteration 52Q: 3 clusters Score -9757117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -9757118.000000 Penalty: 5611.937012
	Iteration 53Q: 3 clusters Score -9757118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -9757115.000000 Penalty: 5611.937012
	Iteration 54Q: 3 clusters Score -9757115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -9757119.000000 Penalty: 5611.937012
	Iteration 55Q: 3 clusters Score -9757119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -9757122.000000 Penalty: 5611.937012
	Iteration 56Q: 3 clusters Score -9757122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9757113.000000 Penalty: 5611.937012
	Iteration 57Q: 3 clusters Score -9757113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -9757115.000000 Penalty: 5611.937012
	Iteration 58Q: 3 clusters Score -9757115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -9757118.000000 Penalty: 5611.937012
	Iteration 59Q: 3 clusters Score -9757118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -9757123.000000 Penalty: 5611.937012
	Iteration 60F: 3 clusters Score -9757123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -9757117.000000 Penalty: 5611.937012
	Iteration 61Q: 3 clusters Score -9757117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -9757121.000000 Penalty: 5611.937012
	Iteration 62Q: 3 clusters Score -9757121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -9757118.000000 Penalty: 5611.937012
	Iteration 63Q: 3 clusters Score -9757118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -9757121.000000 Penalty: 5611.937012
	Iteration 64Q: 3 clusters Score -9757121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -9757124.000000 Penalty: 5611.937012
	Iteration 65Q: 3 clusters Score -9757124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -9757123.000000 Penalty: 5611.937012
	Iteration 66Q: 3 clusters Score -9757123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -9757114.000000 Penalty: 5611.937012
	Iteration 67Q: 3 clusters Score -9757114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -9757113.000000 Penalty: 5611.937012
	Iteration 68Q: 3 clusters Score -9757113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9757125.000000 Penalty: 5611.937012
	Iteration 69Q: 3 clusters Score -9757125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9757125.000000 Penalty: 5611.937012
	Iteration 70Q: 3 clusters Score -9757125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -9757121.000000 Penalty: 5611.937012
	Iteration 71Q: 3 clusters Score -9757121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -9757113.000000 Penalty: 5611.937012
	Iteration 72Q: 3 clusters Score -9757113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -9757119.000000 Penalty: 5611.937012
	Iteration 73Q: 3 clusters Score -9757119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -9757122.000000 Penalty: 5611.937012
	Iteration 74Q: 3 clusters Score -9757122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -9757116.000000 Penalty: 5611.937012
	Iteration 75Q: 3 clusters Score -9757116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -9757116.000000 Penalty: 5611.937012
	Iteration 76F: 3 clusters Score -9757116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Entering Unmasked Estep 
Score: -4210096.500000 Penalty: 2592.964844
	Iteration 0F: 2 clusters Score -4210096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4186427.500000 Penalty: 5185.929688
	Iteration 0F: 3 clusters Score -4186428 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4194984.000000 Penalty: 5185.929688
	Iteration 1F: 3 clusters Score -4194984 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4195401.000000 Penalty: 5185.929688
	Iteration 2Q: 3 clusters Score -4195401 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4195908.500000 Penalty: 5185.929688
	Iteration 3Q: 3 clusters Score -4195908 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4196418.000000 Penalty: 5185.929688
	Iteration 4Q: 3 clusters Score -4196418 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4197095.000000 Penalty: 5185.929688
	Iteration 5Q: 3 clusters Score -4197095 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4197954.500000 Penalty: 5185.929688
	Iteration 6Q: 3 clusters Score -4197954 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4199026.500000 Penalty: 5185.929688
	Iteration 7F: 3 clusters Score -4199026 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4200383.000000 Penalty: 5185.929688
	Iteration 8F: 3 clusters Score -4200383 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4201937.500000 Penalty: 5185.929688
	Iteration 9F: 3 clusters Score -4201938 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -4203264.500000 Penalty: 5185.929688
	Iteration 10F: 3 clusters Score -4203264 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4204305.500000 Penalty: 5185.929688
	Iteration 11Q: 3 clusters Score -4204306 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4205004.500000 Penalty: 5185.929688
	Iteration 12Q: 3 clusters Score -4205004 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4205652.000000 Penalty: 5185.929688
	Iteration 13Q: 3 clusters Score -4205652 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4206234.500000 Penalty: 5185.929688
	Iteration 14Q: 3 clusters Score -4206234 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4206714.000000 Penalty: 5185.929688
	Iteration 15Q: 3 clusters Score -4206714 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4207067.000000 Penalty: 5185.929688
	Iteration 16Q: 3 clusters Score -4207067 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4207291.000000 Penalty: 5185.929688
	Iteration 17Q: 3 clusters Score -4207291 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4207452.000000 Penalty: 5185.929688
	Iteration 18Q: 3 clusters Score -4207452 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4207585.500000 Penalty: 5185.929688
	Iteration 19Q: 3 clusters Score -4207586 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4207672.000000 Penalty: 5185.929688
	Iteration 20F: 3 clusters Score -4207672 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4207756.500000 Penalty: 5185.929688
	Iteration 21Q: 3 clusters Score -4207756 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -4207822.500000 Penalty: 5185.929688
	Iteration 22Q: 3 clusters Score -4207822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4207900.500000 Penalty: 5185.929688
	Iteration 23Q: 3 clusters Score -4207900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4207934.000000 Penalty: 5185.929688
	Iteration 24Q: 3 clusters Score -4207934 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4207955.500000 Penalty: 5185.929688
	Iteration 25Q: 3 clusters Score -4207956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4207988.500000 Penalty: 5185.929688
	Iteration 26Q: 3 clusters Score -4207988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4208017.500000 Penalty: 5185.929688
	Iteration 27Q: 3 clusters Score -4208018 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4208045.500000 Penalty: 5185.929688
	Iteration 28Q: 3 clusters Score -4208046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4208058.500000 Penalty: 5185.929688
	Iteration 29Q: 3 clusters Score -4208058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4208078.000000 Penalty: 5185.929688
	Iteration 30Q: 3 clusters Score -4208078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4208104.000000 Penalty: 5185.929688
	Iteration 31Q: 3 clusters Score -4208104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4208119.000000 Penalty: 5185.929688
	Iteration 32Q: 3 clusters Score -4208119 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4208133.000000 Penalty: 5185.929688
	Iteration 33Q: 3 clusters Score -4208133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4208150.000000 Penalty: 5185.929688
	Iteration 34Q: 3 clusters Score -4208150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -4208157.000000 Penalty: 5185.929688
	Iteration 35Q: 3 clusters Score -4208157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4208156.000000 Penalty: 5185.929688
	Iteration 36Q: 3 clusters Score -4208156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4208177.500000 Penalty: 5185.929688
	Iteration 37Q: 3 clusters Score -4208178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4208183.000000 Penalty: 5185.929688
	Iteration 38Q: 3 clusters Score -4208183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4208197.500000 Penalty: 5185.929688
	Iteration 39Q: 3 clusters Score -4208198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4208207.000000 Penalty: 5185.929688
	Iteration 40F: 3 clusters Score -4208207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4208208.000000 Penalty: 5185.929688
	Iteration 41Q: 3 clusters Score -4208208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -4208211.000000 Penalty: 5185.929688
	Iteration 42Q: 3 clusters Score -4208211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4208218.000000 Penalty: 5185.929688
	Iteration 43Q: 3 clusters Score -4208218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4208220.000000 Penalty: 5185.929688
	Iteration 44Q: 3 clusters Score -4208220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4208228.000000 Penalty: 5185.929688
	Iteration 45Q: 3 clusters Score -4208228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4208228.000000 Penalty: 5185.929688
	Iteration 46Q: 3 clusters Score -4208228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4208226.000000 Penalty: 5185.929688
	Iteration 47Q: 3 clusters Score -4208226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4208231.000000 Penalty: 5185.929688
	Iteration 48Q: 3 clusters Score -4208231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4208232.500000 Penalty: 5185.929688
	Iteration 49Q: 3 clusters Score -4208232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4208233.000000 Penalty: 5185.929688
	Iteration 50Q: 3 clusters Score -4208233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -4208241.000000 Penalty: 5185.929688
	Iteration 51Q: 3 clusters Score -4208241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4208247.000000 Penalty: 5185.929688
	Iteration 52Q: 3 clusters Score -4208247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4208241.500000 Penalty: 5185.929688
	Iteration 53Q: 3 clusters Score -4208242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4208236.500000 Penalty: 5185.929688
	Iteration 54Q: 3 clusters Score -4208236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4208235.000000 Penalty: 5185.929688
	Iteration 55Q: 3 clusters Score -4208235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4208237.000000 Penalty: 5185.929688
	Iteration 56Q: 3 clusters Score -4208237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4208237.000000 Penalty: 5185.929688
	Iteration 57F: 3 clusters Score -4208237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159335 members 
Entering Unmasked Estep 
Score: -19775718.000000 Penalty: 2970.733643
	Iteration 0F: 2 clusters Score -1.977572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79388 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -19670700.000000 Penalty: 5941.467285
	Iteration 0F: 3 clusters Score -1.96707e+07 nChanged 76222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76902 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -19716274.000000 Penalty: 5941.467285
	Iteration 1F: 3 clusters Score -1.971627e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -19718360.000000 Penalty: 5941.467285
	Iteration 2Q: 3 clusters Score -1.971836e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -19721166.000000 Penalty: 5941.467285
	Iteration 3Q: 3 clusters Score -1.972117e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -19725238.000000 Penalty: 5941.467285
	Iteration 4Q: 3 clusters Score -1.972524e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -19730638.000000 Penalty: 5941.467285
	Iteration 5F: 3 clusters Score -1.973064e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -19737324.000000 Penalty: 5941.467285
	Iteration 6F: 3 clusters Score -1.973732e+07 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -19744360.000000 Penalty: 5941.467285
	Iteration 7F: 3 clusters Score -1.974436e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -19750518.000000 Penalty: 5941.467285
	Iteration 8F: 3 clusters Score -1.975052e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -19754142.000000 Penalty: 5941.467285
	Iteration 9F: 3 clusters Score -1.975414e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -19755928.000000 Penalty: 5941.467285
	Iteration 10Q: 3 clusters Score -1.975593e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -19756672.000000 Penalty: 5941.467285
	Iteration 11Q: 3 clusters Score -1.975667e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -19757242.000000 Penalty: 5941.467285
	Iteration 12Q: 3 clusters Score -1.975724e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -19757460.000000 Penalty: 5941.467285
	Iteration 13Q: 3 clusters Score -1.975746e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -19757564.000000 Penalty: 5941.467285
	Iteration 14Q: 3 clusters Score -1.975756e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -19757854.000000 Penalty: 5941.467285
	Iteration 15Q: 3 clusters Score -1.975785e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -19758132.000000 Penalty: 5941.467285
	Iteration 16Q: 3 clusters Score -1.975813e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -19758316.000000 Penalty: 5941.467285
	Iteration 17Q: 3 clusters Score -1.975832e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -19758568.000000 Penalty: 5941.467285
	Iteration 18Q: 3 clusters Score -1.975857e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -19758800.000000 Penalty: 5941.467285
	Iteration 19Q: 3 clusters Score -1.97588e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -19759006.000000 Penalty: 5941.467285
	Iteration 20F: 3 clusters Score -1.975901e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 89264 members 
Entering Unmasked Estep 
Score: -19759200.000000 Penalty: 5941.467285
	Iteration 21Q: 3 clusters Score -1.97592e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70242 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -19759376.000000 Penalty: 5941.467285
	Iteration 22Q: 3 clusters Score -1.975938e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -19759536.000000 Penalty: 5941.467285
	Iteration 23Q: 3 clusters Score -1.975954e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -19759662.000000 Penalty: 5941.467285
	Iteration 24Q: 3 clusters Score -1.975966e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -19759770.000000 Penalty: 5941.467285
	Iteration 25Q: 3 clusters Score -1.975977e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -19759938.000000 Penalty: 5941.467285
	Iteration 26Q: 3 clusters Score -1.975994e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -19760038.000000 Penalty: 5941.467285
	Iteration 27Q: 3 clusters Score -1.976004e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -19760118.000000 Penalty: 5941.467285
	Iteration 28Q: 3 clusters Score -1.976012e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -19760192.000000 Penalty: 5941.467285
	Iteration 29Q: 3 clusters Score -1.976019e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -19760268.000000 Penalty: 5941.467285
	Iteration 30Q: 3 clusters Score -1.976027e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -19760260.000000 Penalty: 5941.467285
	Iteration 31Q: 3 clusters Score -1.976026e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 87071 members 
Entering Unmasked Estep 
Score: -19760302.000000 Penalty: 5941.467285
	Iteration 32Q: 3 clusters Score -1.97603e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -19760338.000000 Penalty: 5941.467285
	Iteration 33Q: 3 clusters Score -1.976034e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -19760386.000000 Penalty: 5941.467285
	Iteration 34Q: 3 clusters Score -1.976039e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -19760542.000000 Penalty: 5941.467285
	Iteration 35Q: 3 clusters Score -1.976054e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -19760594.000000 Penalty: 5941.467285
	Iteration 36Q: 3 clusters Score -1.976059e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -19760608.000000 Penalty: 5941.467285
	Iteration 37Q: 3 clusters Score -1.976061e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 85840 members 
Entering Unmasked Estep 
Score: -19760618.000000 Penalty: 5941.467285
	Iteration 38Q: 3 clusters Score -1.976062e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
Score: -19760670.000000 Penalty: 5941.467285
	Iteration 39Q: 3 clusters Score -1.976067e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 85441 members 
Entering Unmasked Estep 
Score: -19760632.000000 Penalty: 5941.467285
	Iteration 40F: 3 clusters Score -1.976063e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -19760670.000000 Penalty: 5941.467285
	Iteration 41Q: 3 clusters Score -1.976067e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -19760688.000000 Penalty: 5941.467285
	Iteration 42Q: 3 clusters Score -1.976069e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 84800 members 
Entering Unmasked Estep 
Score: -19760732.000000 Penalty: 5941.467285
	Iteration 43Q: 3 clusters Score -1.976073e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -19760752.000000 Penalty: 5941.467285
	Iteration 44Q: 3 clusters Score -1.976075e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -19760822.000000 Penalty: 5941.467285
	Iteration 45Q: 3 clusters Score -1.976082e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -19760858.000000 Penalty: 5941.467285
	Iteration 46Q: 3 clusters Score -1.976086e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -19760852.000000 Penalty: 5941.467285
	Iteration 47Q: 3 clusters Score -1.976085e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -19760864.000000 Penalty: 5941.467285
	Iteration 48Q: 3 clusters Score -1.976086e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 83253 members 
Entering Unmasked Estep 
Score: -19760906.000000 Penalty: 5941.467285
	Iteration 49Q: 3 clusters Score -1.976091e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76335 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -19760926.000000 Penalty: 5941.467285
	Iteration 50Q: 3 clusters Score -1.976093e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -19760902.000000 Penalty: 5941.467285
	Iteration 51Q: 3 clusters Score -1.97609e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -19760950.000000 Penalty: 5941.467285
	Iteration 52Q: 3 clusters Score -1.976095e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77084 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -19760944.000000 Penalty: 5941.467285
	Iteration 53Q: 3 clusters Score -1.976094e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -19760876.000000 Penalty: 5941.467285
	Iteration 54Q: 3 clusters Score -1.976088e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -19760956.000000 Penalty: 5941.467285
	Iteration 55Q: 3 clusters Score -1.976096e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -19760934.000000 Penalty: 5941.467285
	Iteration 56Q: 3 clusters Score -1.976093e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -19760946.000000 Penalty: 5941.467285
	Iteration 57Q: 3 clusters Score -1.976095e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -19760916.000000 Penalty: 5941.467285
	Iteration 58Q: 3 clusters Score -1.976092e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -19760950.000000 Penalty: 5941.467285
	Iteration 59Q: 3 clusters Score -1.976095e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -19760968.000000 Penalty: 5941.467285
	Iteration 60F: 3 clusters Score -1.976097e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79305 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -19760990.000000 Penalty: 5941.467285
	Iteration 61Q: 3 clusters Score -1.976099e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -19760996.000000 Penalty: 5941.467285
	Iteration 62Q: 3 clusters Score -1.9761e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -19761046.000000 Penalty: 5941.467285
	Iteration 63Q: 3 clusters Score -1.976105e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -19761006.000000 Penalty: 5941.467285
	Iteration 64Q: 3 clusters Score -1.976101e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -19761036.000000 Penalty: 5941.467285
	Iteration 65Q: 3 clusters Score -1.976104e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -19761102.000000 Penalty: 5941.467285
	Iteration 66Q: 3 clusters Score -1.97611e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -19761140.000000 Penalty: 5941.467285
	Iteration 67Q: 3 clusters Score -1.976114e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -19761134.000000 Penalty: 5941.467285
	Iteration 68Q: 3 clusters Score -1.976113e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -19761136.000000 Penalty: 5941.467285
	Iteration 69Q: 3 clusters Score -1.976114e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 76763 members 
Entering Unmasked Estep 
Score: -19761172.000000 Penalty: 5941.467285
	Iteration 70Q: 3 clusters Score -1.976117e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -19761190.000000 Penalty: 5941.467285
	Iteration 71Q: 3 clusters Score -1.976119e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83405 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -19761236.000000 Penalty: 5941.467285
	Iteration 72Q: 3 clusters Score -1.976124e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -19761274.000000 Penalty: 5941.467285
	Iteration 73Q: 3 clusters Score -1.976127e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -19761302.000000 Penalty: 5941.467285
	Iteration 74Q: 3 clusters Score -1.97613e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -19761328.000000 Penalty: 5941.467285
	Iteration 75Q: 3 clusters Score -1.976133e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -19761384.000000 Penalty: 5941.467285
	Iteration 76Q: 3 clusters Score -1.976138e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -19761428.000000 Penalty: 5941.467285
	Iteration 77Q: 3 clusters Score -1.976143e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -19761480.000000 Penalty: 5941.467285
	Iteration 78Q: 3 clusters Score -1.976148e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -19761590.000000 Penalty: 5941.467285
	Iteration 79Q: 3 clusters Score -1.976159e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -19761652.000000 Penalty: 5941.467285
	Iteration 80F: 3 clusters Score -1.976165e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -19761718.000000 Penalty: 5941.467285
	Iteration 81Q: 3 clusters Score -1.976172e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -19761828.000000 Penalty: 5941.467285
	Iteration 82Q: 3 clusters Score -1.976183e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -19761820.000000 Penalty: 5941.467285
	Iteration 83Q: 3 clusters Score -1.976182e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -19761938.000000 Penalty: 5941.467285
	Iteration 84Q: 3 clusters Score -1.976194e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -19761948.000000 Penalty: 5941.467285
	Iteration 85Q: 3 clusters Score -1.976195e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -19761984.000000 Penalty: 5941.467285
	Iteration 86Q: 3 clusters Score -1.976198e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -19762068.000000 Penalty: 5941.467285
	Iteration 87Q: 3 clusters Score -1.976207e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -19762048.000000 Penalty: 5941.467285
	Iteration 88Q: 3 clusters Score -1.976205e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -19762090.000000 Penalty: 5941.467285
	Iteration 89Q: 3 clusters Score -1.976209e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -19762166.000000 Penalty: 5941.467285
	Iteration 90Q: 3 clusters Score -1.976217e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -19762234.000000 Penalty: 5941.467285
	Iteration 91Q: 3 clusters Score -1.976223e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -19762342.000000 Penalty: 5941.467285
	Iteration 92Q: 3 clusters Score -1.976234e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -19762520.000000 Penalty: 5941.467285
	Iteration 93Q: 3 clusters Score -1.976252e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -19762656.000000 Penalty: 5941.467285
	Iteration 94Q: 3 clusters Score -1.976266e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -19762808.000000 Penalty: 5941.467285
	Iteration 95Q: 3 clusters Score -1.976281e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -19762918.000000 Penalty: 5941.467285
	Iteration 96Q: 3 clusters Score -1.976292e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -19763136.000000 Penalty: 5941.467285
	Iteration 97Q: 3 clusters Score -1.976314e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -19763362.000000 Penalty: 5941.467285
	Iteration 98Q: 3 clusters Score -1.976336e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -19763502.000000 Penalty: 5941.467285
	Iteration 99Q: 3 clusters Score -1.97635e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106726 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -19763702.000000 Penalty: 5941.467285
	Iteration 100F: 3 clusters Score -1.97637e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -19763956.000000 Penalty: 5941.467285
	Iteration 101Q: 3 clusters Score -1.976396e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109235 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -19764126.000000 Penalty: 5941.467285
	Iteration 102Q: 3 clusters Score -1.976413e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -19764326.000000 Penalty: 5941.467285
	Iteration 103Q: 3 clusters Score -1.976433e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -19764648.000000 Penalty: 5941.467285
	Iteration 104Q: 3 clusters Score -1.976465e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -19764922.000000 Penalty: 5941.467285
	Iteration 105Q: 3 clusters Score -1.976492e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114728 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -19765080.000000 Penalty: 5941.467285
	Iteration 106Q: 3 clusters Score -1.976508e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -19765312.000000 Penalty: 5941.467285
	Iteration 107Q: 3 clusters Score -1.976531e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -19765620.000000 Penalty: 5941.467285
	Iteration 108Q: 3 clusters Score -1.976562e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -19765902.000000 Penalty: 5941.467285
	Iteration 109Q: 3 clusters Score -1.97659e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -19766106.000000 Penalty: 5941.467285
	Iteration 110Q: 3 clusters Score -1.976611e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122133 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -19766438.000000 Penalty: 5941.467285
	Iteration 111Q: 3 clusters Score -1.976644e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123660 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -19766750.000000 Penalty: 5941.467285
	Iteration 112Q: 3 clusters Score -1.976675e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125139 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -19767058.000000 Penalty: 5941.467285
	Iteration 113Q: 3 clusters Score -1.976706e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126687 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -19767362.000000 Penalty: 5941.467285
	Iteration 114Q: 3 clusters Score -1.976736e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128179 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -19767798.000000 Penalty: 5941.467285
	Iteration 115Q: 3 clusters Score -1.97678e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -19768242.000000 Penalty: 5941.467285
	Iteration 116Q: 3 clusters Score -1.976824e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -19768658.000000 Penalty: 5941.467285
	Iteration 117Q: 3 clusters Score -1.976866e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132872 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -19769130.000000 Penalty: 5941.467285
	Iteration 118Q: 3 clusters Score -1.976913e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134354 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -19769614.000000 Penalty: 5941.467285
	Iteration 119Q: 3 clusters Score -1.976961e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135764 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -19770028.000000 Penalty: 5941.467285
	Iteration 120F: 3 clusters Score -1.977003e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137163 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -19770378.000000 Penalty: 5941.467285
	Iteration 121Q: 3 clusters Score -1.977038e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138513 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -19770624.000000 Penalty: 5941.467285
	Iteration 122Q: 3 clusters Score -1.977062e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139795 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -19770984.000000 Penalty: 5941.467285
	Iteration 123Q: 3 clusters Score -1.977098e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -19771226.000000 Penalty: 5941.467285
	Iteration 124Q: 3 clusters Score -1.977123e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142291 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -19771580.000000 Penalty: 5941.467285
	Iteration 125Q: 3 clusters Score -1.977158e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -19771944.000000 Penalty: 5941.467285
	Iteration 126Q: 3 clusters Score -1.977194e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144539 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -19772282.000000 Penalty: 5941.467285
	Iteration 127Q: 3 clusters Score -1.977228e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145632 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -19772650.000000 Penalty: 5941.467285
	Iteration 128Q: 3 clusters Score -1.977265e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -19772944.000000 Penalty: 5941.467285
	Iteration 129Q: 3 clusters Score -1.977294e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147813 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -19773186.000000 Penalty: 5941.467285
	Iteration 130Q: 3 clusters Score -1.977319e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148873 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -19773446.000000 Penalty: 5941.467285
	Iteration 131Q: 3 clusters Score -1.977345e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -19773628.000000 Penalty: 5941.467285
	Iteration 132Q: 3 clusters Score -1.977363e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150836 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -19773846.000000 Penalty: 5941.467285
	Iteration 133Q: 3 clusters Score -1.977385e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151661 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -19774018.000000 Penalty: 5941.467285
	Iteration 134Q: 3 clusters Score -1.977402e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152371 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -19774138.000000 Penalty: 5941.467285
	Iteration 135Q: 3 clusters Score -1.977414e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -19774262.000000 Penalty: 5941.467285
	Iteration 136Q: 3 clusters Score -1.977426e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153533 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -19774280.000000 Penalty: 5941.467285
	Iteration 137Q: 3 clusters Score -1.977428e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -19774342.000000 Penalty: 5941.467285
	Iteration 138Q: 3 clusters Score -1.977434e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -19774400.000000 Penalty: 5941.467285
	Iteration 139Q: 3 clusters Score -1.97744e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154781 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -19774468.000000 Penalty: 5941.467285
	Iteration 140F: 3 clusters Score -1.977447e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -19774452.000000 Penalty: 5941.467285
	Iteration 141Q: 3 clusters Score -1.977445e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155293 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -19774412.000000 Penalty: 5941.467285
	Iteration 142Q: 3 clusters Score -1.977441e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155514 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -19774418.000000 Penalty: 5941.467285
	Iteration 143Q: 3 clusters Score -1.977442e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155710 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19774362.000000 Penalty: 5941.467285
	Iteration 144Q: 3 clusters Score -1.977436e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -19774374.000000 Penalty: 5941.467285
	Iteration 145Q: 3 clusters Score -1.977437e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -19774374.000000 Penalty: 5941.467285
	Iteration 146Q: 3 clusters Score -1.977437e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156123 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -19774306.000000 Penalty: 5941.467285
	Iteration 147Q: 3 clusters Score -1.977431e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -19774298.000000 Penalty: 5941.467285
	Iteration 148Q: 3 clusters Score -1.97743e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156321 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -19774304.000000 Penalty: 5941.467285
	Iteration 149Q: 3 clusters Score -1.97743e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -19774290.000000 Penalty: 5941.467285
	Iteration 150Q: 3 clusters Score -1.977429e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156480 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -19774294.000000 Penalty: 5941.467285
	Iteration 151Q: 3 clusters Score -1.977429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -19774308.000000 Penalty: 5941.467285
	Iteration 152Q: 3 clusters Score -1.977431e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19774276.000000 Penalty: 5941.467285
	Iteration 153Q: 3 clusters Score -1.977428e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156632 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19774304.000000 Penalty: 5941.467285
	Iteration 154Q: 3 clusters Score -1.97743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19774278.000000 Penalty: 5941.467285
	Iteration 155Q: 3 clusters Score -1.977428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156688 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -19774296.000000 Penalty: 5941.467285
	Iteration 156Q: 3 clusters Score -1.97743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -19774290.000000 Penalty: 5941.467285
	Iteration 157Q: 3 clusters Score -1.977429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -19774290.000000 Penalty: 5941.467285
	Iteration 158Q: 3 clusters Score -1.977429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -19774302.000000 Penalty: 5941.467285
	Iteration 159Q: 3 clusters Score -1.97743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19774294.000000 Penalty: 5941.467285
	Iteration 160F: 3 clusters Score -1.977429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156753 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -19774304.000000 Penalty: 5941.467285
	Iteration 161Q: 3 clusters Score -1.97743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -19774304.000000 Penalty: 5941.467285
	Iteration 162Q: 3 clusters Score -1.97743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156776 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -19774284.000000 Penalty: 5941.467285
	Iteration 163Q: 3 clusters Score -1.977428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156788 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -19774292.000000 Penalty: 5941.467285
	Iteration 164Q: 3 clusters Score -1.977429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156797 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -19774302.000000 Penalty: 5941.467285
	Iteration 165Q: 3 clusters Score -1.97743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -19774302.000000 Penalty: 5941.467285
	Iteration 166Q: 3 clusters Score -1.97743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156809 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -19774296.000000 Penalty: 5941.467285
	Iteration 167Q: 3 clusters Score -1.97743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -19774296.000000 Penalty: 5941.467285
	Iteration 168Q: 3 clusters Score -1.97743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156821 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -19774290.000000 Penalty: 5941.467285
	Iteration 169Q: 3 clusters Score -1.977429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156827 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -19774300.000000 Penalty: 5941.467285
	Iteration 170Q: 3 clusters Score -1.97743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -19774278.000000 Penalty: 5941.467285
	Iteration 171Q: 3 clusters Score -1.977428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -19774276.000000 Penalty: 5941.467285
	Iteration 172Q: 3 clusters Score -1.977428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -19774282.000000 Penalty: 5941.467285
	Iteration 173Q: 3 clusters Score -1.977428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156853 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19774284.000000 Penalty: 5941.467285
	Iteration 174Q: 3 clusters Score -1.977428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -19774276.000000 Penalty: 5941.467285
	Iteration 175Q: 3 clusters Score -1.977428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -19774274.000000 Penalty: 5941.467285
	Iteration 176Q: 3 clusters Score -1.977427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -19774274.000000 Penalty: 5941.467285
	Iteration 177Q: 3 clusters Score -1.977427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156877 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19774256.000000 Penalty: 5941.467285
	Iteration 178Q: 3 clusters Score -1.977426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -19774248.000000 Penalty: 5941.467285
	Iteration 179Q: 3 clusters Score -1.977425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19774250.000000 Penalty: 5941.467285
	Iteration 180F: 3 clusters Score -1.977425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -19774252.000000 Penalty: 5941.467285
	Iteration 181Q: 3 clusters Score -1.977425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156910 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19774248.000000 Penalty: 5941.467285
	Iteration 182Q: 3 clusters Score -1.977425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19774236.000000 Penalty: 5941.467285
	Iteration 183Q: 3 clusters Score -1.977424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19774244.000000 Penalty: 5941.467285
	Iteration 184Q: 3 clusters Score -1.977424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19774256.000000 Penalty: 5941.467285
	Iteration 185Q: 3 clusters Score -1.977426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19774254.000000 Penalty: 5941.467285
	Iteration 186Q: 3 clusters Score -1.977425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19774254.000000 Penalty: 5941.467285
	Iteration 187F: 3 clusters Score -1.977425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -114989.539062 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -114989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113073.101562 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -113073.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -113572.156250 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -113572.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -113736.484375 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -113736.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -113825.039062 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -113825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113901.960938 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -113902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113988.929688 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -113988.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -114098.593750 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -114098.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114207.437500 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -114207.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -114290.101562 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -114290.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -114355.093750 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -114355.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -114410.539062 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -114410.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -114470.734375 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -114470.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -114531.789062 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -114531.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -114579.500000 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -114579.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -114632.812500 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -114632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114686.523438 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -114686.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114727.781250 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -114727.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -114748.515625 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -114748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114756.500000 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -114756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114761.992188 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -114762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114765.375000 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -114765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -114768.554688 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -114768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114769.875000 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -114769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114771.101562 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -114771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -114771.757812 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -114771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -114771.757812 Penalty: 3474.421387
	Iteration 25F: 3 clusters Score -114771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -69648.382812 Penalty: 1616.015869
	Iteration 0F: 2 clusters Score -69648.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68027.179688 Penalty: 3232.031738
	Iteration 0F: 3 clusters Score -68027.18 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68293.914062 Penalty: 3232.031738
	Iteration 1F: 3 clusters Score -68293.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68413.632812 Penalty: 3232.031738
	Iteration 2F: 3 clusters Score -68413.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68516.671875 Penalty: 3232.031738
	Iteration 3Q: 3 clusters Score -68516.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68602.742188 Penalty: 3232.031738
	Iteration 4Q: 3 clusters Score -68602.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68662.250000 Penalty: 3232.031738
	Iteration 5Q: 3 clusters Score -68662.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68698.234375 Penalty: 3232.031738
	Iteration 6Q: 3 clusters Score -68698.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68777.656250 Penalty: 3232.031738
	Iteration 7Q: 3 clusters Score -68777.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68871.164062 Penalty: 3232.031738
	Iteration 8Q: 3 clusters Score -68871.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68941.601562 Penalty: 3232.031738
	Iteration 9Q: 3 clusters Score -68941.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69038.468750 Penalty: 3232.031738
	Iteration 10Q: 3 clusters Score -69038.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69116.664062 Penalty: 3232.031738
	Iteration 11Q: 3 clusters Score -69116.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69217.015625 Penalty: 3232.031738
	Iteration 12Q: 3 clusters Score -69217.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69375.812500 Penalty: 3232.031738
	Iteration 13Q: 3 clusters Score -69375.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69625.359375 Penalty: 3232.031738
	Iteration 14Q: 3 clusters Score -69625.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70035.906250 Penalty: 3232.031738
	Iteration 15Q: 3 clusters Score -70035.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70087.398438 Penalty: 3232.031738
	Iteration 16Q: 3 clusters Score -70087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70102.304688 Penalty: 3232.031738
	Iteration 17Q: 3 clusters Score -70102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70106.039062 Penalty: 3232.031738
	Iteration 18Q: 3 clusters Score -70106.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70107.804688 Penalty: 3232.031738
	Iteration 19Q: 3 clusters Score -70107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70107.804688 Penalty: 3232.031738
	Iteration 20F: 3 clusters Score -70107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 153576 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 85917 members 
Mstep: Class 5 contains 81993 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 159335 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 128388 members 
Mstep: Class 13 contains 70021 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 185827 members 
Mstep: Class 19 contains 165545 members 
Mstep: Class 20 contains 142626 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51086 members 
Mstep: Class 23 contains 83335 members 
Mstep: Class 24 contains 162566 members 
Mstep: Class 25 contains 11933 members 
Mstep: Class 26 contains 12827 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 367 members 
Entering Unmasked Estep 
Score: -194687072.000000 Penalty: 99249.953125
Splitting cluster 9 changes total score from -194688976.000000 to -194687072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -378999.843750 Penalty: 1991.622314
	Iteration 0F: 2 clusters Score -378999.8 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 1508 members 
Entering Unmasked Estep 
Score: -375673.437500 Penalty: 3983.244629
	Iteration 0F: 3 clusters Score -375673.4 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -376328.875000 Penalty: 3983.244629
	Iteration 1F: 3 clusters Score -376328.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376471.031250 Penalty: 3983.244629
	Iteration 2F: 3 clusters Score -376471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -376549.156250 Penalty: 3983.244629
	Iteration 3Q: 3 clusters Score -376549.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -376592.156250 Penalty: 3983.244629
	Iteration 4Q: 3 clusters Score -376592.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -376619.093750 Penalty: 3983.244629
	Iteration 5Q: 3 clusters Score -376619.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -376647.375000 Penalty: 3983.244629
	Iteration 6Q: 3 clusters Score -376647.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -376665.593750 Penalty: 3983.244629
	Iteration 7Q: 3 clusters Score -376665.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -376681.125000 Penalty: 3983.244629
	Iteration 8Q: 3 clusters Score -376681.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -376694.250000 Penalty: 3983.244629
	Iteration 9Q: 3 clusters Score -376694.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -376704.500000 Penalty: 3983.244629
	Iteration 10Q: 3 clusters Score -376704.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -376720.875000 Penalty: 3983.244629
	Iteration 11Q: 3 clusters Score -376720.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -376732.781250 Penalty: 3983.244629
	Iteration 12Q: 3 clusters Score -376732.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -376738.843750 Penalty: 3983.244629
	Iteration 13Q: 3 clusters Score -376738.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -376745.062500 Penalty: 3983.244629
	Iteration 14Q: 3 clusters Score -376745.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -376750.343750 Penalty: 3983.244629
	Iteration 15Q: 3 clusters Score -376750.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -376754.218750 Penalty: 3983.244629
	Iteration 16Q: 3 clusters Score -376754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -376759.125000 Penalty: 3983.244629
	Iteration 17Q: 3 clusters Score -376759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -376762.656250 Penalty: 3983.244629
	Iteration 18Q: 3 clusters Score -376762.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -376764.781250 Penalty: 3983.244629
	Iteration 19Q: 3 clusters Score -376764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -376767.062500 Penalty: 3983.244629
	Iteration 20F: 3 clusters Score -376767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -376767.750000 Penalty: 3983.244629
	Iteration 21Q: 3 clusters Score -376767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -376769.312500 Penalty: 3983.244629
	Iteration 22Q: 3 clusters Score -376769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -376769.375000 Penalty: 3983.244629
	Iteration 23Q: 3 clusters Score -376769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -376769.531250 Penalty: 3983.244629
	Iteration 24Q: 3 clusters Score -376769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -376771.218750 Penalty: 3983.244629
	Iteration 25Q: 3 clusters Score -376771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -376771.218750 Penalty: 3983.244629
	Iteration 26F: 3 clusters Score -376771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -101951.656250 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -101951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -100101.210938 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -100101.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100379.117188 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -100379.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100518.632812 Penalty: 3372.331787
	Iteration 2F: 3 clusters Score -100518.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100666.460938 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -100666.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100746.507812 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -100746.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100771.171875 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -100771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100790.195312 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -100790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100802.921875 Penalty: 3372.331787
	Iteration 7Q: 3 clusters Score -100802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100822.820312 Penalty: 3372.331787
	Iteration 8Q: 3 clusters Score -100822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -100829.289062 Penalty: 3372.331787
	Iteration 9Q: 3 clusters Score -100829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100830.835938 Penalty: 3372.331787
	Iteration 10Q: 3 clusters Score -100830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100835.539062 Penalty: 3372.331787
	Iteration 11Q: 3 clusters Score -100835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100838.601562 Penalty: 3372.331787
	Iteration 12Q: 3 clusters Score -100838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100843.570312 Penalty: 3372.331787
	Iteration 13Q: 3 clusters Score -100843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100846.632812 Penalty: 3372.331787
	Iteration 14Q: 3 clusters Score -100846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100853.437500 Penalty: 3372.331787
	Iteration 15Q: 3 clusters Score -100853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100855.046875 Penalty: 3372.331787
	Iteration 16Q: 3 clusters Score -100855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100855.046875 Penalty: 3372.331787
	Iteration 17F: 3 clusters Score -100855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (128388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Entering Unmasked Estep 
Score: -15718610.000000 Penalty: 2917.177490
	Iteration 0F: 2 clusters Score -1.571861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -15632976.000000 Penalty: 5834.354980
	Iteration 0F: 3 clusters Score -1.563298e+07 nChanged 61096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -15668270.000000 Penalty: 5834.354980
	Iteration 1F: 3 clusters Score -1.566827e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -15669216.000000 Penalty: 5834.354980
	Iteration 2Q: 3 clusters Score -1.566922e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -15670648.000000 Penalty: 5834.354980
	Iteration 3Q: 3 clusters Score -1.567065e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -15673253.000000 Penalty: 5834.354980
	Iteration 4Q: 3 clusters Score -1.567325e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -15677367.000000 Penalty: 5834.354980
	Iteration 5F: 3 clusters Score -1.567737e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -15683796.000000 Penalty: 5834.354980
	Iteration 6F: 3 clusters Score -1.56838e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91277 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -15692944.000000 Penalty: 5834.354980
	Iteration 7F: 3 clusters Score -1.569294e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -15702481.000000 Penalty: 5834.354980
	Iteration 8F: 3 clusters Score -1.570248e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -15709850.000000 Penalty: 5834.354980
	Iteration 9F: 3 clusters Score -1.570985e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -15713539.000000 Penalty: 5834.354980
	Iteration 10Q: 3 clusters Score -1.571354e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -15715218.000000 Penalty: 5834.354980
	Iteration 11Q: 3 clusters Score -1.571522e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -15716072.000000 Penalty: 5834.354980
	Iteration 12Q: 3 clusters Score -1.571607e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -15716563.000000 Penalty: 5834.354980
	Iteration 13Q: 3 clusters Score -1.571656e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -15716960.000000 Penalty: 5834.354980
	Iteration 14Q: 3 clusters Score -1.571696e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -15717267.000000 Penalty: 5834.354980
	Iteration 15Q: 3 clusters Score -1.571727e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112822 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -15717423.000000 Penalty: 5834.354980
	Iteration 16Q: 3 clusters Score -1.571742e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -15717609.000000 Penalty: 5834.354980
	Iteration 17Q: 3 clusters Score -1.571761e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113920 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -15717713.000000 Penalty: 5834.354980
	Iteration 18Q: 3 clusters Score -1.571771e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114381 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -15717800.000000 Penalty: 5834.354980
	Iteration 19Q: 3 clusters Score -1.57178e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -15717880.000000 Penalty: 5834.354980
	Iteration 20F: 3 clusters Score -1.571788e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115198 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -15717996.000000 Penalty: 5834.354980
	Iteration 21Q: 3 clusters Score -1.5718e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -15718032.000000 Penalty: 5834.354980
	Iteration 22Q: 3 clusters Score -1.571803e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115886 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -15718139.000000 Penalty: 5834.354980
	Iteration 23Q: 3 clusters Score -1.571814e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -15718221.000000 Penalty: 5834.354980
	Iteration 24Q: 3 clusters Score -1.571822e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116485 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -15718271.000000 Penalty: 5834.354980
	Iteration 25Q: 3 clusters Score -1.571827e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -15718293.000000 Penalty: 5834.354980
	Iteration 26Q: 3 clusters Score -1.571829e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117033 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -15718330.000000 Penalty: 5834.354980
	Iteration 27Q: 3 clusters Score -1.571833e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -15718343.000000 Penalty: 5834.354980
	Iteration 28Q: 3 clusters Score -1.571834e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117449 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -15718408.000000 Penalty: 5834.354980
	Iteration 29Q: 3 clusters Score -1.571841e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117612 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -15718408.000000 Penalty: 5834.354980
	Iteration 30Q: 3 clusters Score -1.571841e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117775 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -15718403.000000 Penalty: 5834.354980
	Iteration 31Q: 3 clusters Score -1.57184e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -15718452.000000 Penalty: 5834.354980
	Iteration 32Q: 3 clusters Score -1.571845e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118079 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -15718465.000000 Penalty: 5834.354980
	Iteration 33Q: 3 clusters Score -1.571846e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118216 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -15718465.000000 Penalty: 5834.354980
	Iteration 34Q: 3 clusters Score -1.571846e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118325 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -15718487.000000 Penalty: 5834.354980
	Iteration 35Q: 3 clusters Score -1.571849e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -15718492.000000 Penalty: 5834.354980
	Iteration 36Q: 3 clusters Score -1.571849e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118525 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -15718492.000000 Penalty: 5834.354980
	Iteration 37Q: 3 clusters Score -1.571849e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -15718513.000000 Penalty: 5834.354980
	Iteration 38Q: 3 clusters Score -1.571851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118694 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -15718521.000000 Penalty: 5834.354980
	Iteration 39Q: 3 clusters Score -1.571852e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118765 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -15718531.000000 Penalty: 5834.354980
	Iteration 40F: 3 clusters Score -1.571853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -15718550.000000 Penalty: 5834.354980
	Iteration 41Q: 3 clusters Score -1.571855e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118901 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -15718573.000000 Penalty: 5834.354980
	Iteration 42Q: 3 clusters Score -1.571857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118950 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -15718600.000000 Penalty: 5834.354980
	Iteration 43Q: 3 clusters Score -1.57186e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -15718592.000000 Penalty: 5834.354980
	Iteration 44Q: 3 clusters Score -1.571859e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119042 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -15718603.000000 Penalty: 5834.354980
	Iteration 45Q: 3 clusters Score -1.57186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119095 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -15718603.000000 Penalty: 5834.354980
	Iteration 46Q: 3 clusters Score -1.57186e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -15718610.000000 Penalty: 5834.354980
	Iteration 47Q: 3 clusters Score -1.571861e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -15718614.000000 Penalty: 5834.354980
	Iteration 48Q: 3 clusters Score -1.571861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119244 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -15718612.000000 Penalty: 5834.354980
	Iteration 49Q: 3 clusters Score -1.571861e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119287 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -15718618.000000 Penalty: 5834.354980
	Iteration 50Q: 3 clusters Score -1.571862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119336 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -15718603.000000 Penalty: 5834.354980
	Iteration 51Q: 3 clusters Score -1.57186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -15718611.000000 Penalty: 5834.354980
	Iteration 52Q: 3 clusters Score -1.571861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -15718617.000000 Penalty: 5834.354980
	Iteration 53Q: 3 clusters Score -1.571862e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -15718630.000000 Penalty: 5834.354980
	Iteration 54Q: 3 clusters Score -1.571863e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119503 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -15718641.000000 Penalty: 5834.354980
	Iteration 55Q: 3 clusters Score -1.571864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -15718646.000000 Penalty: 5834.354980
	Iteration 56Q: 3 clusters Score -1.571865e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119575 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -15718653.000000 Penalty: 5834.354980
	Iteration 57Q: 3 clusters Score -1.571865e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -15718611.000000 Penalty: 5834.354980
	Iteration 58Q: 3 clusters Score -1.571861e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -15718610.000000 Penalty: 5834.354980
	Iteration 59Q: 3 clusters Score -1.571861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -15718619.000000 Penalty: 5834.354980
	Iteration 60F: 3 clusters Score -1.571862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -15718633.000000 Penalty: 5834.354980
	Iteration 61Q: 3 clusters Score -1.571863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119709 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -15718643.000000 Penalty: 5834.354980
	Iteration 62Q: 3 clusters Score -1.571864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119726 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -15718647.000000 Penalty: 5834.354980
	Iteration 63Q: 3 clusters Score -1.571865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119743 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -15718656.000000 Penalty: 5834.354980
	Iteration 64Q: 3 clusters Score -1.571866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119759 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -15718667.000000 Penalty: 5834.354980
	Iteration 65Q: 3 clusters Score -1.571867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -15718667.000000 Penalty: 5834.354980
	Iteration 66Q: 3 clusters Score -1.571867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -15718667.000000 Penalty: 5834.354980
	Iteration 67Q: 3 clusters Score -1.571867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -15718675.000000 Penalty: 5834.354980
	Iteration 68Q: 3 clusters Score -1.571868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -15718680.000000 Penalty: 5834.354980
	Iteration 69Q: 3 clusters Score -1.571868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119841 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -15718699.000000 Penalty: 5834.354980
	Iteration 70Q: 3 clusters Score -1.57187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -15718694.000000 Penalty: 5834.354980
	Iteration 71Q: 3 clusters Score -1.571869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119868 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -15718688.000000 Penalty: 5834.354980
	Iteration 72Q: 3 clusters Score -1.571869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119881 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -15718695.000000 Penalty: 5834.354980
	Iteration 73Q: 3 clusters Score -1.57187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -15718711.000000 Penalty: 5834.354980
	Iteration 74Q: 3 clusters Score -1.571871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119901 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -15718714.000000 Penalty: 5834.354980
	Iteration 75Q: 3 clusters Score -1.571871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119907 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -15718714.000000 Penalty: 5834.354980
	Iteration 76Q: 3 clusters Score -1.571871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -15718724.000000 Penalty: 5834.354980
	Iteration 77Q: 3 clusters Score -1.571872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -15718718.000000 Penalty: 5834.354980
	Iteration 78Q: 3 clusters Score -1.571872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -15718715.000000 Penalty: 5834.354980
	Iteration 79Q: 3 clusters Score -1.571872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -15718716.000000 Penalty: 5834.354980
	Iteration 80F: 3 clusters Score -1.571872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -15718706.000000 Penalty: 5834.354980
	Iteration 81Q: 3 clusters Score -1.571871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119919 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -15718706.000000 Penalty: 5834.354980
	Iteration 82F: 3 clusters Score -1.571871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 153576 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 85917 members 
Mstep: Class 5 contains 81993 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 159335 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 119919 members 
Mstep: Class 13 contains 70021 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 185827 members 
Mstep: Class 19 contains 165545 members 
Mstep: Class 20 contains 142626 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51086 members 
Mstep: Class 23 contains 83335 members 
Mstep: Class 24 contains 162566 members 
Mstep: Class 25 contains 11933 members 
Mstep: Class 26 contains 12827 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 8469 members 
Entering Unmasked Estep 
Score: -194688624.000000 Penalty: 99249.953125
Splitting cluster 12 changes total score from -194688976.000000 to -194688624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (70021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Entering Unmasked Estep 
Score: -8660805.000000 Penalty: 2766.824463
	Iteration 0F: 2 clusters Score -8660805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -8613849.000000 Penalty: 5533.648926
	Iteration 0F: 3 clusters Score -8613849 nChanged 32795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8632445.000000 Penalty: 5533.648926
	Iteration 1F: 3 clusters Score -8632445 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8633164.000000 Penalty: 5533.648926
	Iteration 2Q: 3 clusters Score -8633164 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -8633832.000000 Penalty: 5533.648926
	Iteration 3Q: 3 clusters Score -8633832 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -8634557.000000 Penalty: 5533.648926
	Iteration 4Q: 3 clusters Score -8634557 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -8635402.000000 Penalty: 5533.648926
	Iteration 5Q: 3 clusters Score -8635402 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -8636395.000000 Penalty: 5533.648926
	Iteration 6Q: 3 clusters Score -8636395 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8637539.000000 Penalty: 5533.648926
	Iteration 7Q: 3 clusters Score -8637539 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8639006.000000 Penalty: 5533.648926
	Iteration 8Q: 3 clusters Score -8639006 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -8640974.000000 Penalty: 5533.648926
	Iteration 9Q: 3 clusters Score -8640974 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -8643282.000000 Penalty: 5533.648926
	Iteration 10F: 3 clusters Score -8643282 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -8645776.000000 Penalty: 5533.648926
	Iteration 11F: 3 clusters Score -8645776 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -8647689.000000 Penalty: 5533.648926
	Iteration 12Q: 3 clusters Score -8647689 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -8648700.000000 Penalty: 5533.648926
	Iteration 13Q: 3 clusters Score -8648700 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8649349.000000 Penalty: 5533.648926
	Iteration 14Q: 3 clusters Score -8649349 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -8649846.000000 Penalty: 5533.648926
	Iteration 15Q: 3 clusters Score -8649846 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8650255.000000 Penalty: 5533.648926
	Iteration 16Q: 3 clusters Score -8650255 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -8650717.000000 Penalty: 5533.648926
	Iteration 17Q: 3 clusters Score -8650717 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -8651154.000000 Penalty: 5533.648926
	Iteration 18Q: 3 clusters Score -8651154 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -8651599.000000 Penalty: 5533.648926
	Iteration 19Q: 3 clusters Score -8651599 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -8652088.000000 Penalty: 5533.648926
	Iteration 20F: 3 clusters Score -8652088 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -8652663.000000 Penalty: 5533.648926
	Iteration 21Q: 3 clusters Score -8652663 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -8653115.000000 Penalty: 5533.648926
	Iteration 22Q: 3 clusters Score -8653115 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8653558.000000 Penalty: 5533.648926
	Iteration 23Q: 3 clusters Score -8653558 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -8653918.000000 Penalty: 5533.648926
	Iteration 24Q: 3 clusters Score -8653918 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8654209.000000 Penalty: 5533.648926
	Iteration 25Q: 3 clusters Score -8654209 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -8654496.000000 Penalty: 5533.648926
	Iteration 26Q: 3 clusters Score -8654496 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -8654775.000000 Penalty: 5533.648926
	Iteration 27Q: 3 clusters Score -8654775 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -8655074.000000 Penalty: 5533.648926
	Iteration 28Q: 3 clusters Score -8655074 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -8655334.000000 Penalty: 5533.648926
	Iteration 29Q: 3 clusters Score -8655334 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8655550 nChanged 741
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8655808 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8655986 nChanged 683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8656184 nChanged 680
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Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8656396 nChanged 640
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Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8656573 nChanged 589
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8656732 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8656910 nChanged 564
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8657089 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8657237 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8657366 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8657490 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8657650 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8657792 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8657909 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8658021 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8658098 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8658224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8658283 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8658349 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8658413 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8658462 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8658516 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8658547 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8658565 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8658588 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8658653 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8658663 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8658693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8658723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8658751 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8658752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8658775 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8658775 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8658813 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8658798 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8658797 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8658820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67520 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8658845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8658857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8658876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8658875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8658874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8658884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8658880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8658882 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8658879 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8658884 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8658885 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8658883 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8658893 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8658895 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8658908 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8658892 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8658906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8658899 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8658913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8658913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8658944 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8658951 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8658953 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8658953 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8658953 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8658945.000000 Penalty: 5533.648926
	Iteration 93Q: 3 clusters Score -8658945 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8658946 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8658956 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8658953 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8658957 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8658955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8658948.000000 Penalty: 5533.648926
	Iteration 99Q: 3 clusters Score -8658948 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8658949 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8658952.000000 Penalty: 5533.648926
	Iteration 101Q: 3 clusters Score -8658952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8658949 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8658955 nChanged 0
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Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -8658955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45458 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5627252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5596458 nChanged 21015
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5608554 nChanged 1907
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Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5609151 nChanged 1792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5609834 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -5610590 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -5611612 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5613025 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5614887.500000 Penalty: 5319.374023
	Iteration 7F: 3 clusters Score -5614888 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5617279 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5619671 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5621667 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5622970 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5623781 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -5624270.500000 Penalty: 5319.374023
	Iteration 13Q: 3 clusters Score -5624270 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5624552.000000 Penalty: 5319.374023
	Iteration 14Q: 3 clusters Score -5624552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5624686.000000 Penalty: 5319.374023
	Iteration 15Q: 3 clusters Score -5624686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -5624788.500000 Penalty: 5319.374023
	Iteration 16Q: 3 clusters Score -5624788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5624854.500000 Penalty: 5319.374023
	Iteration 17Q: 3 clusters Score -5624854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -5624894.000000 Penalty: 5319.374023
	Iteration 18Q: 3 clusters Score -5624894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5624919.500000 Penalty: 5319.374023
	Iteration 19Q: 3 clusters Score -5624920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5624939.500000 Penalty: 5319.374023
	Iteration 20F: 3 clusters Score -5624940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5624955.000000 Penalty: 5319.374023
	Iteration 21Q: 3 clusters Score -5624955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -5624974.000000 Penalty: 5319.374023
	Iteration 22Q: 3 clusters Score -5624974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5624990.500000 Penalty: 5319.374023
	Iteration 23Q: 3 clusters Score -5624990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5625002.500000 Penalty: 5319.374023
	Iteration 24Q: 3 clusters Score -5625002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -5625002.000000 Penalty: 5319.374023
	Iteration 25Q: 3 clusters Score -5625002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -5625006.000000 Penalty: 5319.374023
	Iteration 26Q: 3 clusters Score -5625006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -5625009.500000 Penalty: 5319.374023
	Iteration 27Q: 3 clusters Score -5625010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -5625010.500000 Penalty: 5319.374023
	Iteration 28Q: 3 clusters Score -5625010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -5625009.500000 Penalty: 5319.374023
	Iteration 29Q: 3 clusters Score -5625010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -5625018.000000 Penalty: 5319.374023
	Iteration 30Q: 3 clusters Score -5625018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -5625027.500000 Penalty: 5319.374023
	Iteration 31Q: 3 clusters Score -5625028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5625022.000000 Penalty: 5319.374023
	Iteration 32Q: 3 clusters Score -5625022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5625029.500000 Penalty: 5319.374023
	Iteration 33Q: 3 clusters Score -5625030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -5625030.500000 Penalty: 5319.374023
	Iteration 34Q: 3 clusters Score -5625030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5625031.500000 Penalty: 5319.374023
	Iteration 35Q: 3 clusters Score -5625032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -5625032.000000 Penalty: 5319.374023
	Iteration 36Q: 3 clusters Score -5625032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5625035.000000 Penalty: 5319.374023
	Iteration 37Q: 3 clusters Score -5625035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -5625036.500000 Penalty: 5319.374023
	Iteration 38Q: 3 clusters Score -5625036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -5625041.000000 Penalty: 5319.374023
	Iteration 39Q: 3 clusters Score -5625041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -5625041.000000 Penalty: 5319.374023
	Iteration 40F: 3 clusters Score -5625041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -1449663.375000 Penalty: 2321.058105
	Iteration 0F: 2 clusters Score -1449663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1441148.375000 Penalty: 4642.116211
	Iteration 0F: 3 clusters Score -1441148 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1443914.125000 Penalty: 4642.116211
	Iteration 1F: 3 clusters Score -1443914 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1444591.875000 Penalty: 4642.116211
	Iteration 2F: 3 clusters Score -1444592 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1445292.750000 Penalty: 4642.116211
	Iteration 3F: 3 clusters Score -1445293 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1446005.500000 Penalty: 4642.116211
	Iteration 4F: 3 clusters Score -1446006 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1446673.875000 Penalty: 4642.116211
	Iteration 5F: 3 clusters Score -1446674 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1447365.875000 Penalty: 4642.116211
	Iteration 6F: 3 clusters Score -1447366 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1447944.750000 Penalty: 4642.116211
	Iteration 7F: 3 clusters Score -1447945 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1448364.125000 Penalty: 4642.116211
	Iteration 8Q: 3 clusters Score -1448364 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1448666.875000 Penalty: 4642.116211
	Iteration 9Q: 3 clusters Score -1448667 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1448839.625000 Penalty: 4642.116211
	Iteration 10Q: 3 clusters Score -1448840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1448946.250000 Penalty: 4642.116211
	Iteration 11Q: 3 clusters Score -1448946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1449019.000000 Penalty: 4642.116211
	Iteration 12Q: 3 clusters Score -1449019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1449051.750000 Penalty: 4642.116211
	Iteration 13Q: 3 clusters Score -1449052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1449066.625000 Penalty: 4642.116211
	Iteration 14Q: 3 clusters Score -1449067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1449077.750000 Penalty: 4642.116211
	Iteration 15Q: 3 clusters Score -1449078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1449083.500000 Penalty: 4642.116211
	Iteration 16Q: 3 clusters Score -1449084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1449088.250000 Penalty: 4642.116211
	Iteration 17Q: 3 clusters Score -1449088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1449092.500000 Penalty: 4642.116211
	Iteration 18Q: 3 clusters Score -1449092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1449096.000000 Penalty: 4642.116211
	Iteration 19Q: 3 clusters Score -1449096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1449098.500000 Penalty: 4642.116211
	Iteration 20F: 3 clusters Score -1449098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1449098.875000 Penalty: 4642.116211
	Iteration 21Q: 3 clusters Score -1449099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1449100.250000 Penalty: 4642.116211
	Iteration 22Q: 3 clusters Score -1449100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1449102.875000 Penalty: 4642.116211
	Iteration 23Q: 3 clusters Score -1449103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1449104.625000 Penalty: 4642.116211
	Iteration 24Q: 3 clusters Score -1449105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1449106.625000 Penalty: 4642.116211
	Iteration 25Q: 3 clusters Score -1449107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1449109.625000 Penalty: 4642.116211
	Iteration 26Q: 3 clusters Score -1449110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1449112.625000 Penalty: 4642.116211
	Iteration 27Q: 3 clusters Score -1449113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1449112.375000 Penalty: 4642.116211
	Iteration 28Q: 3 clusters Score -1449112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1449112.375000 Penalty: 4642.116211
	Iteration 29F: 3 clusters Score -1449112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Entering Unmasked Estep 
Score: -796563.875000 Penalty: 2190.010986
	Iteration 0F: 2 clusters Score -796563.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -790852.937500 Penalty: 4380.021973
	Iteration 0F: 3 clusters Score -790852.9 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -792485.375000 Penalty: 4380.021973
	Iteration 1F: 3 clusters Score -792485.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -792804.937500 Penalty: 4380.021973
	Iteration 2F: 3 clusters Score -792804.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -793080.062500 Penalty: 4380.021973
	Iteration 3F: 3 clusters Score -793080.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -793398.812500 Penalty: 4380.021973
	Iteration 4F: 3 clusters Score -793398.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -793720.250000 Penalty: 4380.021973
	Iteration 5F: 3 clusters Score -793720.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -794106.375000 Penalty: 4380.021973
	Iteration 6F: 3 clusters Score -794106.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -794409.500000 Penalty: 4380.021973
	Iteration 7F: 3 clusters Score -794409.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -794637.500000 Penalty: 4380.021973
	Iteration 8Q: 3 clusters Score -794637.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -794821.500000 Penalty: 4380.021973
	Iteration 9Q: 3 clusters Score -794821.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -794967.500000 Penalty: 4380.021973
	Iteration 10Q: 3 clusters Score -794967.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -795094.062500 Penalty: 4380.021973
	Iteration 11Q: 3 clusters Score -795094.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -795204.750000 Penalty: 4380.021973
	Iteration 12Q: 3 clusters Score -795204.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -795294.750000 Penalty: 4380.021973
	Iteration 13Q: 3 clusters Score -795294.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -795362.812500 Penalty: 4380.021973
	Iteration 14Q: 3 clusters Score -795362.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -795410.750000 Penalty: 4380.021973
	Iteration 15Q: 3 clusters Score -795410.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -795434.375000 Penalty: 4380.021973
	Iteration 16Q: 3 clusters Score -795434.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -795450.062500 Penalty: 4380.021973
	Iteration 17Q: 3 clusters Score -795450.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -795462.250000 Penalty: 4380.021973
	Iteration 18Q: 3 clusters Score -795462.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -795469.812500 Penalty: 4380.021973
	Iteration 19Q: 3 clusters Score -795469.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -795478.625000 Penalty: 4380.021973
	Iteration 20F: 3 clusters Score -795478.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -795483.812500 Penalty: 4380.021973
	Iteration 21Q: 3 clusters Score -795483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -795487.875000 Penalty: 4380.021973
	Iteration 22Q: 3 clusters Score -795487.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -795496.750000 Penalty: 4380.021973
	Iteration 23Q: 3 clusters Score -795496.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -795505.312500 Penalty: 4380.021973
	Iteration 24Q: 3 clusters Score -795505.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -795510.437500 Penalty: 4380.021973
	Iteration 25Q: 3 clusters Score -795510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -795514.312500 Penalty: 4380.021973
	Iteration 26Q: 3 clusters Score -795514.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -795519.125000 Penalty: 4380.021973
	Iteration 27Q: 3 clusters Score -795519.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -795522.312500 Penalty: 4380.021973
	Iteration 28Q: 3 clusters Score -795522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -795526.937500 Penalty: 4380.021973
	Iteration 29Q: 3 clusters Score -795526.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -795531.875000 Penalty: 4380.021973
	Iteration 30Q: 3 clusters Score -795531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -795535.875000 Penalty: 4380.021973
	Iteration 31Q: 3 clusters Score -795535.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -795535.312500 Penalty: 4380.021973
	Iteration 32Q: 3 clusters Score -795535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -795538.812500 Penalty: 4380.021973
	Iteration 33Q: 3 clusters Score -795538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -795539.437500 Penalty: 4380.021973
	Iteration 34Q: 3 clusters Score -795539.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -795538.125000 Penalty: 4380.021973
	Iteration 35Q: 3 clusters Score -795538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -795538.875000 Penalty: 4380.021973
	Iteration 36Q: 3 clusters Score -795538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -795538.875000 Penalty: 4380.021973
	Iteration 37F: 3 clusters Score -795538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -266112.875000 Penalty: 1911.128418
	Iteration 0F: 2 clusters Score -266112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -263324.281250 Penalty: 3822.256836
	Iteration 0F: 3 clusters Score -263324.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -263830.281250 Penalty: 3822.256836
	Iteration 1F: 3 clusters Score -263830.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -263954.406250 Penalty: 3822.256836
	Iteration 2F: 3 clusters Score -263954.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264036.375000 Penalty: 3822.256836
	Iteration 3Q: 3 clusters Score -264036.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -264093.906250 Penalty: 3822.256836
	Iteration 4Q: 3 clusters Score -264093.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -264136.781250 Penalty: 3822.256836
	Iteration 5Q: 3 clusters Score -264136.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -264163.968750 Penalty: 3822.256836
	Iteration 6Q: 3 clusters Score -264164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -264179.375000 Penalty: 3822.256836
	Iteration 7Q: 3 clusters Score -264179.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -264190.531250 Penalty: 3822.256836
	Iteration 8Q: 3 clusters Score -264190.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264200.062500 Penalty: 3822.256836
	Iteration 9Q: 3 clusters Score -264200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -264207.500000 Penalty: 3822.256836
	Iteration 10Q: 3 clusters Score -264207.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264215.093750 Penalty: 3822.256836
	Iteration 11Q: 3 clusters Score -264215.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264223.656250 Penalty: 3822.256836
	Iteration 12Q: 3 clusters Score -264223.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264227.718750 Penalty: 3822.256836
	Iteration 13Q: 3 clusters Score -264227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264230.343750 Penalty: 3822.256836
	Iteration 14Q: 3 clusters Score -264230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264230.937500 Penalty: 3822.256836
	Iteration 15Q: 3 clusters Score -264230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264230.937500 Penalty: 3822.256836
	Iteration 16F: 3 clusters Score -264230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (185827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185827 members 
Entering Unmasked Estep 
Score: -22938218.000000 Penalty: 3008.877686
	Iteration 0F: 2 clusters Score -2.293822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -22816624.000000 Penalty: 6017.755371
	Iteration 0F: 3 clusters Score -2.281662e+07 nChanged 89444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -22868896.000000 Penalty: 6017.755371
	Iteration 1F: 3 clusters Score -2.28689e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -22870286.000000 Penalty: 6017.755371
	Iteration 2Q: 3 clusters Score -2.287029e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92957 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -22871610.000000 Penalty: 6017.755371
	Iteration 3Q: 3 clusters Score -2.287161e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93701 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -22873628.000000 Penalty: 6017.755371
	Iteration 4Q: 3 clusters Score -2.287363e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -22876626.000000 Penalty: 6017.755371
	Iteration 5Q: 3 clusters Score -2.287663e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 88543 members 
Entering Unmasked Estep 
Score: -22881680.000000 Penalty: 6017.755371
	Iteration 6Q: 3 clusters Score -2.288168e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 85244 members 
Entering Unmasked Estep 
Score: -22889196.000000 Penalty: 6017.755371
	Iteration 7F: 3 clusters Score -2.28892e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104476 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -22900002.000000 Penalty: 6017.755371
	Iteration 8F: 3 clusters Score -2.29e+07 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -22909550.000000 Penalty: 6017.755371
	Iteration 9F: 3 clusters Score -2.290955e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -22914310.000000 Penalty: 6017.755371
	Iteration 10F: 3 clusters Score -2.291431e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -22916100.000000 Penalty: 6017.755371
	Iteration 11Q: 3 clusters Score -2.29161e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -22917354.000000 Penalty: 6017.755371
	Iteration 12Q: 3 clusters Score -2.291735e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -22918448.000000 Penalty: 6017.755371
	Iteration 13Q: 3 clusters Score -2.291845e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119689 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -22919594.000000 Penalty: 6017.755371
	Iteration 14Q: 3 clusters Score -2.291959e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121928 members 
Mstep: Class 2 contains 63899 members 
Entering Unmasked Estep 
Score: -22920802.000000 Penalty: 6017.755371
	Iteration 15Q: 3 clusters Score -2.29208e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124182 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -22921838.000000 Penalty: 6017.755371
	Iteration 16Q: 3 clusters Score -2.292184e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -22922904.000000 Penalty: 6017.755371
	Iteration 17Q: 3 clusters Score -2.29229e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128528 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -22923766.000000 Penalty: 6017.755371
	Iteration 18Q: 3 clusters Score -2.292377e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130495 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -22924538.000000 Penalty: 6017.755371
	Iteration 19Q: 3 clusters Score -2.292454e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -22925188.000000 Penalty: 6017.755371
	Iteration 20F: 3 clusters Score -2.292519e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134425 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -22925568.000000 Penalty: 6017.755371
	Iteration 21Q: 3 clusters Score -2.292557e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -22925986.000000 Penalty: 6017.755371
	Iteration 22Q: 3 clusters Score -2.292599e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138105 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -22926558.000000 Penalty: 6017.755371
	Iteration 23Q: 3 clusters Score -2.292656e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -22927098.000000 Penalty: 6017.755371
	Iteration 24Q: 3 clusters Score -2.29271e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141746 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -22927520.000000 Penalty: 6017.755371
	Iteration 25Q: 3 clusters Score -2.292752e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -22928006.000000 Penalty: 6017.755371
	Iteration 26Q: 3 clusters Score -2.292801e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -22928414.000000 Penalty: 6017.755371
	Iteration 27Q: 3 clusters Score -2.292841e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -22928846.000000 Penalty: 6017.755371
	Iteration 28Q: 3 clusters Score -2.292885e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -22929162.000000 Penalty: 6017.755371
	Iteration 29Q: 3 clusters Score -2.292916e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -22929418.000000 Penalty: 6017.755371
	Iteration 30Q: 3 clusters Score -2.292942e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -22929718.000000 Penalty: 6017.755371
	Iteration 31Q: 3 clusters Score -2.292972e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -22930068.000000 Penalty: 6017.755371
	Iteration 32Q: 3 clusters Score -2.293007e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155775 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -22930302.000000 Penalty: 6017.755371
	Iteration 33Q: 3 clusters Score -2.29303e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157472 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -22930692.000000 Penalty: 6017.755371
	Iteration 34Q: 3 clusters Score -2.293069e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -22931072.000000 Penalty: 6017.755371
	Iteration 35Q: 3 clusters Score -2.293107e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -22931516.000000 Penalty: 6017.755371
	Iteration 36Q: 3 clusters Score -2.293152e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162471 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -22931694.000000 Penalty: 6017.755371
	Iteration 37Q: 3 clusters Score -2.293169e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -22932026.000000 Penalty: 6017.755371
	Iteration 38Q: 3 clusters Score -2.293203e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -22932360.000000 Penalty: 6017.755371
	Iteration 39Q: 3 clusters Score -2.293236e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166936 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -22932618.000000 Penalty: 6017.755371
	Iteration 40F: 3 clusters Score -2.293262e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168273 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -22932832.000000 Penalty: 6017.755371
	Iteration 41Q: 3 clusters Score -2.293283e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -22933074.000000 Penalty: 6017.755371
	Iteration 42Q: 3 clusters Score -2.293307e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -22933322.000000 Penalty: 6017.755371
	Iteration 43Q: 3 clusters Score -2.293332e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171865 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -22933574.000000 Penalty: 6017.755371
	Iteration 44Q: 3 clusters Score -2.293357e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172900 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -22933792.000000 Penalty: 6017.755371
	Iteration 45Q: 3 clusters Score -2.293379e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173902 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -22933938.000000 Penalty: 6017.755371
	Iteration 46Q: 3 clusters Score -2.293394e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -22934010.000000 Penalty: 6017.755371
	Iteration 47Q: 3 clusters Score -2.293401e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -22934164.000000 Penalty: 6017.755371
	Iteration 48Q: 3 clusters Score -2.293416e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -22934350.000000 Penalty: 6017.755371
	Iteration 49Q: 3 clusters Score -2.293435e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177267 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -22934532.000000 Penalty: 6017.755371
	Iteration 50Q: 3 clusters Score -2.293453e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178014 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -22934682.000000 Penalty: 6017.755371
	Iteration 51Q: 3 clusters Score -2.293468e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178714 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -22934828.000000 Penalty: 6017.755371
	Iteration 52Q: 3 clusters Score -2.293483e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179357 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -22935010.000000 Penalty: 6017.755371
	Iteration 53Q: 3 clusters Score -2.293501e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -22935098.000000 Penalty: 6017.755371
	Iteration 54Q: 3 clusters Score -2.29351e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180342 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -22935130.000000 Penalty: 6017.755371
	Iteration 55Q: 3 clusters Score -2.293513e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180842 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -22935220.000000 Penalty: 6017.755371
	Iteration 56Q: 3 clusters Score -2.293522e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181272 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -22935348.000000 Penalty: 6017.755371
	Iteration 57Q: 3 clusters Score -2.293535e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181630 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -22935348.000000 Penalty: 6017.755371
	Iteration 58Q: 3 clusters Score -2.293535e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -22935430.000000 Penalty: 6017.755371
	Iteration 59Q: 3 clusters Score -2.293543e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182230 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -22935494.000000 Penalty: 6017.755371
	Iteration 60F: 3 clusters Score -2.293549e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182463 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -22935534.000000 Penalty: 6017.755371
	Iteration 61Q: 3 clusters Score -2.293553e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182700 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -22935554.000000 Penalty: 6017.755371
	Iteration 62Q: 3 clusters Score -2.293555e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182925 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -22935566.000000 Penalty: 6017.755371
	Iteration 63Q: 3 clusters Score -2.293557e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183123 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -22935538.000000 Penalty: 6017.755371
	Iteration 64Q: 3 clusters Score -2.293554e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183292 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22935528.000000 Penalty: 6017.755371
	Iteration 65Q: 3 clusters Score -2.293553e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183452 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22935554.000000 Penalty: 6017.755371
	Iteration 66Q: 3 clusters Score -2.293555e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183607 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -22935660.000000 Penalty: 6017.755371
	Iteration 67Q: 3 clusters Score -2.293566e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183745 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22935710.000000 Penalty: 6017.755371
	Iteration 68Q: 3 clusters Score -2.293571e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183858 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22935712.000000 Penalty: 6017.755371
	Iteration 69Q: 3 clusters Score -2.293571e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183964 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22935762.000000 Penalty: 6017.755371
	Iteration 70Q: 3 clusters Score -2.293576e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22935776.000000 Penalty: 6017.755371
	Iteration 71Q: 3 clusters Score -2.293578e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184107 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -22935776.000000 Penalty: 6017.755371
	Iteration 72Q: 3 clusters Score -2.293578e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184166 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22935786.000000 Penalty: 6017.755371
	Iteration 73Q: 3 clusters Score -2.293579e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184214 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -22935814.000000 Penalty: 6017.755371
	Iteration 74Q: 3 clusters Score -2.293581e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184258 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22935802.000000 Penalty: 6017.755371
	Iteration 75Q: 3 clusters Score -2.29358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184292 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22935804.000000 Penalty: 6017.755371
	Iteration 76Q: 3 clusters Score -2.29358e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22935798.000000 Penalty: 6017.755371
	Iteration 77Q: 3 clusters Score -2.29358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184358 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -22935816.000000 Penalty: 6017.755371
	Iteration 78Q: 3 clusters Score -2.293582e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184396 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -22935822.000000 Penalty: 6017.755371
	Iteration 79Q: 3 clusters Score -2.293582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -22935788.000000 Penalty: 6017.755371
	Iteration 80F: 3 clusters Score -2.293579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184461 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22935782.000000 Penalty: 6017.755371
	Iteration 81Q: 3 clusters Score -2.293578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184483 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -22935794.000000 Penalty: 6017.755371
	Iteration 82Q: 3 clusters Score -2.293579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184507 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22935788.000000 Penalty: 6017.755371
	Iteration 83Q: 3 clusters Score -2.293579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184521 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -22935798.000000 Penalty: 6017.755371
	Iteration 84Q: 3 clusters Score -2.29358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184533 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22935800.000000 Penalty: 6017.755371
	Iteration 85Q: 3 clusters Score -2.29358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184548 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22935816.000000 Penalty: 6017.755371
	Iteration 86Q: 3 clusters Score -2.293582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -22935808.000000 Penalty: 6017.755371
	Iteration 87Q: 3 clusters Score -2.293581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184570 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22935796.000000 Penalty: 6017.755371
	Iteration 88Q: 3 clusters Score -2.29358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184579 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -22935808.000000 Penalty: 6017.755371
	Iteration 89Q: 3 clusters Score -2.293581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184586 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -22935818.000000 Penalty: 6017.755371
	Iteration 90Q: 3 clusters Score -2.293582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184591 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22935808.000000 Penalty: 6017.755371
	Iteration 91Q: 3 clusters Score -2.293581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184599 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -22935798.000000 Penalty: 6017.755371
	Iteration 92Q: 3 clusters Score -2.29358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184608 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22935794.000000 Penalty: 6017.755371
	Iteration 93Q: 3 clusters Score -2.293579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -22935784.000000 Penalty: 6017.755371
	Iteration 94Q: 3 clusters Score -2.293578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -22935792.000000 Penalty: 6017.755371
	Iteration 95Q: 3 clusters Score -2.293579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184625 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -22935818.000000 Penalty: 6017.755371
	Iteration 96Q: 3 clusters Score -2.293582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22935796.000000 Penalty: 6017.755371
	Iteration 97Q: 3 clusters Score -2.29358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184630 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -22935796.000000 Penalty: 6017.755371
	Iteration 98Q: 3 clusters Score -2.29358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184633 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -22935796.000000 Penalty: 6017.755371
	Iteration 99Q: 3 clusters Score -2.29358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -22935802.000000 Penalty: 6017.755371
	Iteration 100F: 3 clusters Score -2.29358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184638 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22935798.000000 Penalty: 6017.755371
	Iteration 101Q: 3 clusters Score -2.29358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184642 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22935798.000000 Penalty: 6017.755371
	Iteration 102Q: 3 clusters Score -2.29358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184645 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22935800.000000 Penalty: 6017.755371
	Iteration 103Q: 3 clusters Score -2.29358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184649 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22935814.000000 Penalty: 6017.755371
	Iteration 104Q: 3 clusters Score -2.293581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184652 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22935810.000000 Penalty: 6017.755371
	Iteration 105Q: 3 clusters Score -2.293581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22935810.000000 Penalty: 6017.755371
	Iteration 106Q: 3 clusters Score -2.293581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22935818.000000 Penalty: 6017.755371
	Iteration 107Q: 3 clusters Score -2.293582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22935812.000000 Penalty: 6017.755371
	Iteration 108Q: 3 clusters Score -2.293581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184655 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22935820.000000 Penalty: 6017.755371
	Iteration 109Q: 3 clusters Score -2.293582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184656 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22935818.000000 Penalty: 6017.755371
	Iteration 110Q: 3 clusters Score -2.293582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184658 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22935818.000000 Penalty: 6017.755371
	Iteration 111Q: 3 clusters Score -2.293582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184658 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -22935818.000000 Penalty: 6017.755371
	Iteration 112F: 3 clusters Score -2.293582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Entering Unmasked Estep 
Score: -20423216.000000 Penalty: 2980.215576
	Iteration 0F: 2 clusters Score -2.042322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 82870 members 
Entering Unmasked Estep 
Score: -20313620.000000 Penalty: 5960.431152
	Iteration 0F: 3 clusters Score -2.031362e+07 nChanged 79500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -20360266.000000 Penalty: 5960.431152
	Iteration 1F: 3 clusters Score -2.036027e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -20361748.000000 Penalty: 5960.431152
	Iteration 2Q: 3 clusters Score -2.036175e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -20363624.000000 Penalty: 5960.431152
	Iteration 3Q: 3 clusters Score -2.036362e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -20366158.000000 Penalty: 5960.431152
	Iteration 4Q: 3 clusters Score -2.036616e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -20369914.000000 Penalty: 5960.431152
	Iteration 5Q: 3 clusters Score -2.036991e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -20376112.000000 Penalty: 5960.431152
	Iteration 6F: 3 clusters Score -2.037611e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -20385694.000000 Penalty: 5960.431152
	Iteration 7F: 3 clusters Score -2.038569e+07 nChanged 12072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -20396750.000000 Penalty: 5960.431152
	Iteration 8F: 3 clusters Score -2.039675e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -20402964.000000 Penalty: 5960.431152
	Iteration 9F: 3 clusters Score -2.040296e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -20405244.000000 Penalty: 5960.431152
	Iteration 10Q: 3 clusters Score -2.040524e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -20406452.000000 Penalty: 5960.431152
	Iteration 11Q: 3 clusters Score -2.040645e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -20407534.000000 Penalty: 5960.431152
	Iteration 12Q: 3 clusters Score -2.040753e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -20408510.000000 Penalty: 5960.431152
	Iteration 13Q: 3 clusters Score -2.040851e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -20409142.000000 Penalty: 5960.431152
	Iteration 14Q: 3 clusters Score -2.040914e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107996 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -20409854.000000 Penalty: 5960.431152
	Iteration 15Q: 3 clusters Score -2.040985e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -20410336.000000 Penalty: 5960.431152
	Iteration 16Q: 3 clusters Score -2.041034e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -20410788.000000 Penalty: 5960.431152
	Iteration 17Q: 3 clusters Score -2.041079e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -20411128.000000 Penalty: 5960.431152
	Iteration 18Q: 3 clusters Score -2.041113e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -20411410.000000 Penalty: 5960.431152
	Iteration 19Q: 3 clusters Score -2.041141e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -20411700.000000 Penalty: 5960.431152
	Iteration 20F: 3 clusters Score -2.04117e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -20411864.000000 Penalty: 5960.431152
	Iteration 21Q: 3 clusters Score -2.041186e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -20412032.000000 Penalty: 5960.431152
	Iteration 22Q: 3 clusters Score -2.041203e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116549 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -20412134.000000 Penalty: 5960.431152
	Iteration 23Q: 3 clusters Score -2.041213e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -20412376.000000 Penalty: 5960.431152
	Iteration 24Q: 3 clusters Score -2.041238e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118529 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -20412422.000000 Penalty: 5960.431152
	Iteration 25Q: 3 clusters Score -2.041242e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119499 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -20412652.000000 Penalty: 5960.431152
	Iteration 26Q: 3 clusters Score -2.041265e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120468 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -20412778.000000 Penalty: 5960.431152
	Iteration 27Q: 3 clusters Score -2.041278e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -20412992.000000 Penalty: 5960.431152
	Iteration 28Q: 3 clusters Score -2.041299e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -20413074.000000 Penalty: 5960.431152
	Iteration 29Q: 3 clusters Score -2.041307e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -20413236.000000 Penalty: 5960.431152
	Iteration 30Q: 3 clusters Score -2.041324e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124440 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -20413374.000000 Penalty: 5960.431152
	Iteration 31Q: 3 clusters Score -2.041337e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125444 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -20413462.000000 Penalty: 5960.431152
	Iteration 32Q: 3 clusters Score -2.041346e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -20413618.000000 Penalty: 5960.431152
	Iteration 33Q: 3 clusters Score -2.041362e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127489 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -20413796.000000 Penalty: 5960.431152
	Iteration 34Q: 3 clusters Score -2.04138e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128494 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -20413938.000000 Penalty: 5960.431152
	Iteration 35Q: 3 clusters Score -2.041394e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129510 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -20414182.000000 Penalty: 5960.431152
	Iteration 36Q: 3 clusters Score -2.041418e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130537 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -20414310.000000 Penalty: 5960.431152
	Iteration 37Q: 3 clusters Score -2.041431e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131635 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -20414530.000000 Penalty: 5960.431152
	Iteration 38Q: 3 clusters Score -2.041453e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132738 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -20414776.000000 Penalty: 5960.431152
	Iteration 39Q: 3 clusters Score -2.041478e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -20414896.000000 Penalty: 5960.431152
	Iteration 40F: 3 clusters Score -2.04149e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -20415226.000000 Penalty: 5960.431152
	Iteration 41Q: 3 clusters Score -2.041523e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136058 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -20415538.000000 Penalty: 5960.431152
	Iteration 42Q: 3 clusters Score -2.041554e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -20415764.000000 Penalty: 5960.431152
	Iteration 43Q: 3 clusters Score -2.041576e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138301 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -20416128.000000 Penalty: 5960.431152
	Iteration 44Q: 3 clusters Score -2.041613e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -20416400.000000 Penalty: 5960.431152
	Iteration 45Q: 3 clusters Score -2.04164e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -20416662.000000 Penalty: 5960.431152
	Iteration 46Q: 3 clusters Score -2.041666e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -20416838.000000 Penalty: 5960.431152
	Iteration 47Q: 3 clusters Score -2.041684e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142544 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -20417090.000000 Penalty: 5960.431152
	Iteration 48Q: 3 clusters Score -2.041709e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -20417428.000000 Penalty: 5960.431152
	Iteration 49Q: 3 clusters Score -2.041743e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144496 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -20417662.000000 Penalty: 5960.431152
	Iteration 50Q: 3 clusters Score -2.041766e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145466 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -20417826.000000 Penalty: 5960.431152
	Iteration 51Q: 3 clusters Score -2.041783e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146378 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -20417998.000000 Penalty: 5960.431152
	Iteration 52Q: 3 clusters Score -2.0418e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147205 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -20418124.000000 Penalty: 5960.431152
	Iteration 53Q: 3 clusters Score -2.041812e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -20418248.000000 Penalty: 5960.431152
	Iteration 54Q: 3 clusters Score -2.041825e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148842 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -20418362.000000 Penalty: 5960.431152
	Iteration 55Q: 3 clusters Score -2.041836e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -20418556.000000 Penalty: 5960.431152
	Iteration 56Q: 3 clusters Score -2.041856e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -20418698.000000 Penalty: 5960.431152
	Iteration 57Q: 3 clusters Score -2.04187e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -20418764.000000 Penalty: 5960.431152
	Iteration 58Q: 3 clusters Score -2.041876e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -20418854.000000 Penalty: 5960.431152
	Iteration 59Q: 3 clusters Score -2.041885e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -20418910.000000 Penalty: 5960.431152
	Iteration 60F: 3 clusters Score -2.041891e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -20418978.000000 Penalty: 5960.431152
	Iteration 61Q: 3 clusters Score -2.041898e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -20419142.000000 Penalty: 5960.431152
	Iteration 62Q: 3 clusters Score -2.041914e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -20419184.000000 Penalty: 5960.431152
	Iteration 63Q: 3 clusters Score -2.041918e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154788 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -20419278.000000 Penalty: 5960.431152
	Iteration 64Q: 3 clusters Score -2.041928e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155355 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -20419354.000000 Penalty: 5960.431152
	Iteration 65Q: 3 clusters Score -2.041935e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155904 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -20419422.000000 Penalty: 5960.431152
	Iteration 66Q: 3 clusters Score -2.041942e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -20419502.000000 Penalty: 5960.431152
	Iteration 67Q: 3 clusters Score -2.04195e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -20419532.000000 Penalty: 5960.431152
	Iteration 68Q: 3 clusters Score -2.041953e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -20419558.000000 Penalty: 5960.431152
	Iteration 69Q: 3 clusters Score -2.041956e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -20419708.000000 Penalty: 5960.431152
	Iteration 70Q: 3 clusters Score -2.041971e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158508 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -20419886.000000 Penalty: 5960.431152
	Iteration 71Q: 3 clusters Score -2.041989e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158997 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -20419988.000000 Penalty: 5960.431152
	Iteration 72Q: 3 clusters Score -2.041999e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -20420128.000000 Penalty: 5960.431152
	Iteration 73Q: 3 clusters Score -2.042013e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -20420168.000000 Penalty: 5960.431152
	Iteration 74Q: 3 clusters Score -2.042017e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -20420208.000000 Penalty: 5960.431152
	Iteration 75Q: 3 clusters Score -2.042021e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -20420264.000000 Penalty: 5960.431152
	Iteration 76Q: 3 clusters Score -2.042026e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -20420312.000000 Penalty: 5960.431152
	Iteration 77Q: 3 clusters Score -2.042031e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161041 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -20420370.000000 Penalty: 5960.431152
	Iteration 78Q: 3 clusters Score -2.042037e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161316 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -20420458.000000 Penalty: 5960.431152
	Iteration 79Q: 3 clusters Score -2.042046e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -20420454.000000 Penalty: 5960.431152
	Iteration 80F: 3 clusters Score -2.042045e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -20420452.000000 Penalty: 5960.431152
	Iteration 81Q: 3 clusters Score -2.042045e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162046 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -20420480.000000 Penalty: 5960.431152
	Iteration 82Q: 3 clusters Score -2.042048e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -20420468.000000 Penalty: 5960.431152
	Iteration 83Q: 3 clusters Score -2.042047e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -20420528.000000 Penalty: 5960.431152
	Iteration 84Q: 3 clusters Score -2.042053e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -20420518.000000 Penalty: 5960.431152
	Iteration 85Q: 3 clusters Score -2.042052e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20420586.000000 Penalty: 5960.431152
	Iteration 86Q: 3 clusters Score -2.042059e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20420596.000000 Penalty: 5960.431152
	Iteration 87Q: 3 clusters Score -2.04206e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -20420614.000000 Penalty: 5960.431152
	Iteration 88Q: 3 clusters Score -2.042061e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20420650.000000 Penalty: 5960.431152
	Iteration 89Q: 3 clusters Score -2.042065e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -20420688.000000 Penalty: 5960.431152
	Iteration 90Q: 3 clusters Score -2.042069e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20420708.000000 Penalty: 5960.431152
	Iteration 91Q: 3 clusters Score -2.042071e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -20420738.000000 Penalty: 5960.431152
	Iteration 92Q: 3 clusters Score -2.042074e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163554 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -20420760.000000 Penalty: 5960.431152
	Iteration 93Q: 3 clusters Score -2.042076e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163624 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -20420764.000000 Penalty: 5960.431152
	Iteration 94Q: 3 clusters Score -2.042076e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163679 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20420766.000000 Penalty: 5960.431152
	Iteration 95Q: 3 clusters Score -2.042077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20420788.000000 Penalty: 5960.431152
	Iteration 96Q: 3 clusters Score -2.042079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -20420754.000000 Penalty: 5960.431152
	Iteration 97Q: 3 clusters Score -2.042075e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -20420770.000000 Penalty: 5960.431152
	Iteration 98Q: 3 clusters Score -2.042077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -20420782.000000 Penalty: 5960.431152
	Iteration 99Q: 3 clusters Score -2.042078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20420776.000000 Penalty: 5960.431152
	Iteration 100F: 3 clusters Score -2.042078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -20420778.000000 Penalty: 5960.431152
	Iteration 101Q: 3 clusters Score -2.042078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -20420782.000000 Penalty: 5960.431152
	Iteration 102Q: 3 clusters Score -2.042078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -20420802.000000 Penalty: 5960.431152
	Iteration 103Q: 3 clusters Score -2.04208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20420788.000000 Penalty: 5960.431152
	Iteration 104Q: 3 clusters Score -2.042079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -20420802.000000 Penalty: 5960.431152
	Iteration 105Q: 3 clusters Score -2.04208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20420792.000000 Penalty: 5960.431152
	Iteration 106Q: 3 clusters Score -2.042079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -20420804.000000 Penalty: 5960.431152
	Iteration 107Q: 3 clusters Score -2.04208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20420802.000000 Penalty: 5960.431152
	Iteration 108Q: 3 clusters Score -2.04208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164014 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20420794.000000 Penalty: 5960.431152
	Iteration 109Q: 3 clusters Score -2.042079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164021 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -20420802.000000 Penalty: 5960.431152
	Iteration 110Q: 3 clusters Score -2.04208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164029 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -20420810.000000 Penalty: 5960.431152
	Iteration 111Q: 3 clusters Score -2.042081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20420812.000000 Penalty: 5960.431152
	Iteration 112Q: 3 clusters Score -2.042081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164043 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20420814.000000 Penalty: 5960.431152
	Iteration 113Q: 3 clusters Score -2.042081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164048 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -20420808.000000 Penalty: 5960.431152
	Iteration 114Q: 3 clusters Score -2.042081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20420810.000000 Penalty: 5960.431152
	Iteration 115Q: 3 clusters Score -2.042081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20420828.000000 Penalty: 5960.431152
	Iteration 116Q: 3 clusters Score -2.042083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20420816.000000 Penalty: 5960.431152
	Iteration 117Q: 3 clusters Score -2.042082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20420822.000000 Penalty: 5960.431152
	Iteration 118Q: 3 clusters Score -2.042082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20420814.000000 Penalty: 5960.431152
	Iteration 119Q: 3 clusters Score -2.042081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20420834.000000 Penalty: 5960.431152
	Iteration 120F: 3 clusters Score -2.042083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20420836.000000 Penalty: 5960.431152
	Iteration 121Q: 3 clusters Score -2.042084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -20420834.000000 Penalty: 5960.431152
	Iteration 122Q: 3 clusters Score -2.042083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164105 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -20420814.000000 Penalty: 5960.431152
	Iteration 123Q: 3 clusters Score -2.042081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20420814.000000 Penalty: 5960.431152
	Iteration 124Q: 3 clusters Score -2.042081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20420806.000000 Penalty: 5960.431152
	Iteration 125Q: 3 clusters Score -2.042081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -20420808.000000 Penalty: 5960.431152
	Iteration 126Q: 3 clusters Score -2.042081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164114 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -20420808.000000 Penalty: 5960.431152
	Iteration 127Q: 3 clusters Score -2.042081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164115 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -20420810.000000 Penalty: 5960.431152
	Iteration 128Q: 3 clusters Score -2.042081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20420804.000000 Penalty: 5960.431152
	Iteration 129Q: 3 clusters Score -2.04208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20420804.000000 Penalty: 5960.431152
	Iteration 130F: 3 clusters Score -2.04208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (142626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142626 members 
Entering Unmasked Estep 
Score: -17821674.000000 Penalty: 2943.259277
	Iteration 0F: 2 clusters Score -1.782167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -17726734.000000 Penalty: 5886.518555
	Iteration 0F: 3 clusters Score -1.772673e+07 nChanged 68017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -17766404.000000 Penalty: 5886.518555
	Iteration 1F: 3 clusters Score -1.77664e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -17767754.000000 Penalty: 5886.518555
	Iteration 2Q: 3 clusters Score -1.776775e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 57985 members 
Entering Unmasked Estep 
Score: -17769738.000000 Penalty: 5886.518555
	Iteration 3Q: 3 clusters Score -1.776974e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -17773082.000000 Penalty: 5886.518555
	Iteration 4F: 3 clusters Score -1.777308e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -17779396.000000 Penalty: 5886.518555
	Iteration 5F: 3 clusters Score -1.77794e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -17789452.000000 Penalty: 5886.518555
	Iteration 6F: 3 clusters Score -1.778945e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125653 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -17801854.000000 Penalty: 5886.518555
	Iteration 7F: 3 clusters Score -1.780185e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -17811900.000000 Penalty: 5886.518555
	Iteration 8F: 3 clusters Score -1.78119e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140146 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -17816638.000000 Penalty: 5886.518555
	Iteration 9Q: 3 clusters Score -1.781664e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17818270.000000 Penalty: 5886.518555
	Iteration 10Q: 3 clusters Score -1.781827e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -17818730.000000 Penalty: 5886.518555
	Iteration 11Q: 3 clusters Score -1.781873e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142365 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -17818892.000000 Penalty: 5886.518555
	Iteration 12Q: 3 clusters Score -1.781889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142393 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17818936.000000 Penalty: 5886.518555
	Iteration 13Q: 3 clusters Score -1.781894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -17818966.000000 Penalty: 5886.518555
	Iteration 14Q: 3 clusters Score -1.781897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17818964.000000 Penalty: 5886.518555
	Iteration 15Q: 3 clusters Score -1.781896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -17818982.000000 Penalty: 5886.518555
	Iteration 16Q: 3 clusters Score -1.781898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142415 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -17818982.000000 Penalty: 5886.518555
	Iteration 17Q: 3 clusters Score -1.781898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142417 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -17818988.000000 Penalty: 5886.518555
	Iteration 18Q: 3 clusters Score -1.781899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -17818990.000000 Penalty: 5886.518555
	Iteration 19Q: 3 clusters Score -1.781899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -17818996.000000 Penalty: 5886.518555
	Iteration 20F: 3 clusters Score -1.7819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17818994.000000 Penalty: 5886.518555
	Iteration 21Q: 3 clusters Score -1.781899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -17818994.000000 Penalty: 5886.518555
	Iteration 22F: 3 clusters Score -1.781899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -106677.257812 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -106677.3 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 500 members 
Entering Unmasked Estep 
Score: -104767.695312 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -104767.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105043.570312 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -105043.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105144.242188 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -105144.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105190.929688 Penalty: 3407.546387
	Iteration 3Q: 3 clusters Score -105190.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105208.820312 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -105208.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105222.531250 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -105222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105229.296875 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -105229.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105249.507812 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -105249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105263.710938 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -105263.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105269.601562 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -105269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105274.468750 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -105274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105280.703125 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -105280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105284.226562 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -105284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105287.742188 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -105287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105296.367188 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -105296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -105302.671875 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -105302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -105303.882812 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -105303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105304.210938 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -105304.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105304.210938 Penalty: 3407.546387
	Iteration 18F: 3 clusters Score -105304.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Entering Unmasked Estep 
Score: -6357277.500000 Penalty: 2688.633789
	Iteration 0F: 2 clusters Score -6357278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6322876.500000 Penalty: 5377.267578
	Iteration 0F: 3 clusters Score -6322876 nChanged 23564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -6336027.500000 Penalty: 5377.267578
	Iteration 1F: 3 clusters Score -6336028 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -6336586.000000 Penalty: 5377.267578
	Iteration 2Q: 3 clusters Score -6336586 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -6337025.500000 Penalty: 5377.267578
	Iteration 3Q: 3 clusters Score -6337026 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6337459.000000 Penalty: 5377.267578
	Iteration 4Q: 3 clusters Score -6337459 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6337879.000000 Penalty: 5377.267578
	Iteration 5Q: 3 clusters Score -6337879 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -6338386.500000 Penalty: 5377.267578
	Iteration 6Q: 3 clusters Score -6338386 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -6338941.500000 Penalty: 5377.267578
	Iteration 7Q: 3 clusters Score -6338942 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6339713.500000 Penalty: 5377.267578
	Iteration 8Q: 3 clusters Score -6339714 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -6340976.000000 Penalty: 5377.267578
	Iteration 9Q: 3 clusters Score -6340976 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -6342699.000000 Penalty: 5377.267578
	Iteration 10F: 3 clusters Score -6342699 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6345144.500000 Penalty: 5377.267578
	Iteration 11F: 3 clusters Score -6345144 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -6347930.000000 Penalty: 5377.267578
	Iteration 12F: 3 clusters Score -6347930 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -6350377.000000 Penalty: 5377.267578
	Iteration 13F: 3 clusters Score -6350377 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6352262.000000 Penalty: 5377.267578
	Iteration 14Q: 3 clusters Score -6352262 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -6353379.500000 Penalty: 5377.267578
	Iteration 15Q: 3 clusters Score -6353380 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -6354040.000000 Penalty: 5377.267578
	Iteration 16Q: 3 clusters Score -6354040 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -6354427.500000 Penalty: 5377.267578
	Iteration 17Q: 3 clusters Score -6354428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -6354614.500000 Penalty: 5377.267578
	Iteration 18Q: 3 clusters Score -6354614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6354719.000000 Penalty: 5377.267578
	Iteration 19Q: 3 clusters Score -6354719 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -6354804.500000 Penalty: 5377.267578
	Iteration 20F: 3 clusters Score -6354804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -6354830.500000 Penalty: 5377.267578
	Iteration 21Q: 3 clusters Score -6354830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6354850.500000 Penalty: 5377.267578
	Iteration 22Q: 3 clusters Score -6354850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -6354875.500000 Penalty: 5377.267578
	Iteration 23Q: 3 clusters Score -6354876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6354893.500000 Penalty: 5377.267578
	Iteration 24Q: 3 clusters Score -6354894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -6354910.000000 Penalty: 5377.267578
	Iteration 25Q: 3 clusters Score -6354910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -6354912.000000 Penalty: 5377.267578
	Iteration 26Q: 3 clusters Score -6354912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -6354918.500000 Penalty: 5377.267578
	Iteration 27Q: 3 clusters Score -6354918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6354931.500000 Penalty: 5377.267578
	Iteration 28Q: 3 clusters Score -6354932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6354934.500000 Penalty: 5377.267578
	Iteration 29Q: 3 clusters Score -6354934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6354932.500000 Penalty: 5377.267578
	Iteration 30Q: 3 clusters Score -6354932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6354934.500000 Penalty: 5377.267578
	Iteration 31Q: 3 clusters Score -6354934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6354927.000000 Penalty: 5377.267578
	Iteration 32Q: 3 clusters Score -6354927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6354927.000000 Penalty: 5377.267578
	Iteration 33Q: 3 clusters Score -6354927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6354927.000000 Penalty: 5377.267578
	Iteration 34F: 3 clusters Score -6354927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (83335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Entering Unmasked Estep 
Score: -10363410.000000 Penalty: 2809.994629
	Iteration 0F: 2 clusters Score -1.036341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -10307646.000000 Penalty: 5619.989258
	Iteration 0F: 3 clusters Score -1.030765e+07 nChanged 39311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10329958.000000 Penalty: 5619.989258
	Iteration 1F: 3 clusters Score -1.032996e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -10330823.000000 Penalty: 5619.989258
	Iteration 2Q: 3 clusters Score -1.033082e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -10332016.000000 Penalty: 5619.989258
	Iteration 3Q: 3 clusters Score -1.033202e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -10334049.000000 Penalty: 5619.989258
	Iteration 4F: 3 clusters Score -1.033405e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -10337323.000000 Penalty: 5619.989258
	Iteration 5F: 3 clusters Score -1.033732e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -10342520.000000 Penalty: 5619.989258
	Iteration 6F: 3 clusters Score -1.034252e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 67184 members 
Entering Unmasked Estep 
Score: -10349273.000000 Penalty: 5619.989258
	Iteration 7F: 3 clusters Score -1.034927e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -10355388.000000 Penalty: 5619.989258
	Iteration 8F: 3 clusters Score -1.035539e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -10358800.000000 Penalty: 5619.989258
	Iteration 9Q: 3 clusters Score -1.03588e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 76478 members 
Entering Unmasked Estep 
Score: -10360066.000000 Penalty: 5619.989258
	Iteration 10Q: 3 clusters Score -1.036007e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -10360521.000000 Penalty: 5619.989258
	Iteration 11Q: 3 clusters Score -1.036052e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -10360749.000000 Penalty: 5619.989258
	Iteration 12Q: 3 clusters Score -1.036075e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -10360915.000000 Penalty: 5619.989258
	Iteration 13Q: 3 clusters Score -1.036092e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -10361064.000000 Penalty: 5619.989258
	Iteration 14Q: 3 clusters Score -1.036106e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -10361178.000000 Penalty: 5619.989258
	Iteration 15Q: 3 clusters Score -1.036118e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -10361267.000000 Penalty: 5619.989258
	Iteration 16Q: 3 clusters Score -1.036127e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -10361351.000000 Penalty: 5619.989258
	Iteration 17Q: 3 clusters Score -1.036135e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -10361381.000000 Penalty: 5619.989258
	Iteration 18Q: 3 clusters Score -1.036138e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -10361423.000000 Penalty: 5619.989258
	Iteration 19Q: 3 clusters Score -1.036142e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -10361454.000000 Penalty: 5619.989258
	Iteration 20F: 3 clusters Score -1.036145e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -10361467.000000 Penalty: 5619.989258
	Iteration 21Q: 3 clusters Score -1.036147e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -10361505.000000 Penalty: 5619.989258
	Iteration 22Q: 3 clusters Score -1.03615e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -10361514.000000 Penalty: 5619.989258
	Iteration 23Q: 3 clusters Score -1.036151e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -10361542.000000 Penalty: 5619.989258
	Iteration 24Q: 3 clusters Score -1.036154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -10361543.000000 Penalty: 5619.989258
	Iteration 25Q: 3 clusters Score -1.036154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10361558.000000 Penalty: 5619.989258
	Iteration 26Q: 3 clusters Score -1.036156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10361565.000000 Penalty: 5619.989258
	Iteration 27Q: 3 clusters Score -1.036156e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -10361572.000000 Penalty: 5619.989258
	Iteration 28Q: 3 clusters Score -1.036157e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -10361575.000000 Penalty: 5619.989258
	Iteration 29Q: 3 clusters Score -1.036158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -10361589.000000 Penalty: 5619.989258
	Iteration 30Q: 3 clusters Score -1.036159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -10361576.000000 Penalty: 5619.989258
	Iteration 31Q: 3 clusters Score -1.036158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -10361592.000000 Penalty: 5619.989258
	Iteration 32Q: 3 clusters Score -1.036159e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -10361601.000000 Penalty: 5619.989258
	Iteration 33Q: 3 clusters Score -1.03616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -10361596.000000 Penalty: 5619.989258
	Iteration 34Q: 3 clusters Score -1.03616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10361610.000000 Penalty: 5619.989258
	Iteration 35Q: 3 clusters Score -1.036161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -10361602.000000 Penalty: 5619.989258
	Iteration 36Q: 3 clusters Score -1.03616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -10361614.000000 Penalty: 5619.989258
	Iteration 37Q: 3 clusters Score -1.036161e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10361617.000000 Penalty: 5619.989258
	Iteration 38Q: 3 clusters Score -1.036162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -10361600.000000 Penalty: 5619.989258
	Iteration 39Q: 3 clusters Score -1.03616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -10361607.000000 Penalty: 5619.989258
	Iteration 40F: 3 clusters Score -1.036161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -10361616.000000 Penalty: 5619.989258
	Iteration 41Q: 3 clusters Score -1.036162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -10361614.000000 Penalty: 5619.989258
	Iteration 42Q: 3 clusters Score -1.036161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -10361613.000000 Penalty: 5619.989258
	Iteration 43Q: 3 clusters Score -1.036161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 80859 members 
Entering Unmasked Estep 
Score: -10361615.000000 Penalty: 5619.989258
	Iteration 44Q: 3 clusters Score -1.036162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 80862 members 
Entering Unmasked Estep 
Score: -10361621.000000 Penalty: 5619.989258
	Iteration 45Q: 3 clusters Score -1.036162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 80869 members 
Entering Unmasked Estep 
Score: -10361631.000000 Penalty: 5619.989258
	Iteration 46Q: 3 clusters Score -1.036163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10361628.000000 Penalty: 5619.989258
	Iteration 47Q: 3 clusters Score -1.036163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10361627.000000 Penalty: 5619.989258
	Iteration 48Q: 3 clusters Score -1.036163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10361635.000000 Penalty: 5619.989258
	Iteration 49Q: 3 clusters Score -1.036164e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10361632.000000 Penalty: 5619.989258
	Iteration 50Q: 3 clusters Score -1.036163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -10361622.000000 Penalty: 5619.989258
	Iteration 51Q: 3 clusters Score -1.036162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -10361617.000000 Penalty: 5619.989258
	Iteration 52Q: 3 clusters Score -1.036162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -10361618.000000 Penalty: 5619.989258
	Iteration 53Q: 3 clusters Score -1.036162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -10361614.000000 Penalty: 5619.989258
	Iteration 54Q: 3 clusters Score -1.036161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -10361615.000000 Penalty: 5619.989258
	Iteration 55Q: 3 clusters Score -1.036162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 80944 members 
Entering Unmasked Estep 
Score: -10361619.000000 Penalty: 5619.989258
	Iteration 56Q: 3 clusters Score -1.036162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -10361619.000000 Penalty: 5619.989258
	Iteration 57Q: 3 clusters Score -1.036162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -10361613.000000 Penalty: 5619.989258
	Iteration 58Q: 3 clusters Score -1.036161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -10361625.000000 Penalty: 5619.989258
	Iteration 59Q: 3 clusters Score -1.036162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -10361622.000000 Penalty: 5619.989258
	Iteration 60F: 3 clusters Score -1.036162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (162566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162566 members 
Entering Unmasked Estep 
Score: -19913182.000000 Penalty: 2975.712158
	Iteration 0F: 2 clusters Score -1.991318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -19804724.000000 Penalty: 5951.424316
	Iteration 0F: 3 clusters Score -1.980472e+07 nChanged 77688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -19849632.000000 Penalty: 5951.424316
	Iteration 1F: 3 clusters Score -1.984963e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -19850434.000000 Penalty: 5951.424316
	Iteration 2Q: 3 clusters Score -1.985043e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -19851468.000000 Penalty: 5951.424316
	Iteration 3Q: 3 clusters Score -1.985147e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -19853280.000000 Penalty: 5951.424316
	Iteration 4Q: 3 clusters Score -1.985328e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -19856368.000000 Penalty: 5951.424316
	Iteration 5Q: 3 clusters Score -1.985637e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -19862160.000000 Penalty: 5951.424316
	Iteration 6F: 3 clusters Score -1.986216e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -19871648.000000 Penalty: 5951.424316
	Iteration 7F: 3 clusters Score -1.987165e+07 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -19884318.000000 Penalty: 5951.424316
	Iteration 8F: 3 clusters Score -1.988432e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142727 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -19896224.000000 Penalty: 5951.424316
	Iteration 9F: 3 clusters Score -1.989622e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147618 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -19904856.000000 Penalty: 5951.424316
	Iteration 10Q: 3 clusters Score -1.990486e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -19909378.000000 Penalty: 5951.424316
	Iteration 11Q: 3 clusters Score -1.990938e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148099 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -19911150.000000 Penalty: 5951.424316
	Iteration 12Q: 3 clusters Score -1.991115e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147911 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -19911614.000000 Penalty: 5951.424316
	Iteration 13Q: 3 clusters Score -1.991161e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147793 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -19911858.000000 Penalty: 5951.424316
	Iteration 14Q: 3 clusters Score -1.991186e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -19911974.000000 Penalty: 5951.424316
	Iteration 15Q: 3 clusters Score -1.991197e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -19912036.000000 Penalty: 5951.424316
	Iteration 16Q: 3 clusters Score -1.991204e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -19912138.000000 Penalty: 5951.424316
	Iteration 17Q: 3 clusters Score -1.991214e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -19912150.000000 Penalty: 5951.424316
	Iteration 18Q: 3 clusters Score -1.991215e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -19912132.000000 Penalty: 5951.424316
	Iteration 19Q: 3 clusters Score -1.991213e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -19912174.000000 Penalty: 5951.424316
	Iteration 20F: 3 clusters Score -1.991217e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -19912164.000000 Penalty: 5951.424316
	Iteration 21Q: 3 clusters Score -1.991216e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147319 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -19912192.000000 Penalty: 5951.424316
	Iteration 22Q: 3 clusters Score -1.991219e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147272 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -19912182.000000 Penalty: 5951.424316
	Iteration 23Q: 3 clusters Score -1.991218e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -19912168.000000 Penalty: 5951.424316
	Iteration 24Q: 3 clusters Score -1.991217e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -19912190.000000 Penalty: 5951.424316
	Iteration 25Q: 3 clusters Score -1.991219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -19912180.000000 Penalty: 5951.424316
	Iteration 26Q: 3 clusters Score -1.991218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -19912174.000000 Penalty: 5951.424316
	Iteration 27Q: 3 clusters Score -1.991217e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -19912142.000000 Penalty: 5951.424316
	Iteration 28Q: 3 clusters Score -1.991214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147118 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -19912154.000000 Penalty: 5951.424316
	Iteration 29Q: 3 clusters Score -1.991215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -19912132.000000 Penalty: 5951.424316
	Iteration 30Q: 3 clusters Score -1.991213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147106 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -19912142.000000 Penalty: 5951.424316
	Iteration 31Q: 3 clusters Score -1.991214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -19912130.000000 Penalty: 5951.424316
	Iteration 32Q: 3 clusters Score -1.991213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -19912138.000000 Penalty: 5951.424316
	Iteration 33Q: 3 clusters Score -1.991214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -19912142.000000 Penalty: 5951.424316
	Iteration 34Q: 3 clusters Score -1.991214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -19912140.000000 Penalty: 5951.424316
	Iteration 35Q: 3 clusters Score -1.991214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147049 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -19912136.000000 Penalty: 5951.424316
	Iteration 36Q: 3 clusters Score -1.991214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147030 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -19912158.000000 Penalty: 5951.424316
	Iteration 37Q: 3 clusters Score -1.991216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -19912154.000000 Penalty: 5951.424316
	Iteration 38Q: 3 clusters Score -1.991215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -19912168.000000 Penalty: 5951.424316
	Iteration 39Q: 3 clusters Score -1.991217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146960 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -19912156.000000 Penalty: 5951.424316
	Iteration 40F: 3 clusters Score -1.991216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -19912164.000000 Penalty: 5951.424316
	Iteration 41Q: 3 clusters Score -1.991216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -19912168.000000 Penalty: 5951.424316
	Iteration 42Q: 3 clusters Score -1.991217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146910 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -19912154.000000 Penalty: 5951.424316
	Iteration 43Q: 3 clusters Score -1.991215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -19912172.000000 Penalty: 5951.424316
	Iteration 44Q: 3 clusters Score -1.991217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146877 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -19912158.000000 Penalty: 5951.424316
	Iteration 45Q: 3 clusters Score -1.991216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -19912170.000000 Penalty: 5951.424316
	Iteration 46Q: 3 clusters Score -1.991217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -19912188.000000 Penalty: 5951.424316
	Iteration 47Q: 3 clusters Score -1.991219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146836 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -19912168.000000 Penalty: 5951.424316
	Iteration 48Q: 3 clusters Score -1.991217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146828 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -19912162.000000 Penalty: 5951.424316
	Iteration 49Q: 3 clusters Score -1.991216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146818 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -19912162.000000 Penalty: 5951.424316
	Iteration 50Q: 3 clusters Score -1.991216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146810 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -19912160.000000 Penalty: 5951.424316
	Iteration 51Q: 3 clusters Score -1.991216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146800 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -19912152.000000 Penalty: 5951.424316
	Iteration 52Q: 3 clusters Score -1.991215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -19912158.000000 Penalty: 5951.424316
	Iteration 53Q: 3 clusters Score -1.991216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -19912182.000000 Penalty: 5951.424316
	Iteration 54Q: 3 clusters Score -1.991218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146768 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -19912178.000000 Penalty: 5951.424316
	Iteration 55Q: 3 clusters Score -1.991218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -19912180.000000 Penalty: 5951.424316
	Iteration 56Q: 3 clusters Score -1.991218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146757 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -19912184.000000 Penalty: 5951.424316
	Iteration 57Q: 3 clusters Score -1.991218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146748 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -19912200.000000 Penalty: 5951.424316
	Iteration 58Q: 3 clusters Score -1.99122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -19912202.000000 Penalty: 5951.424316
	Iteration 59Q: 3 clusters Score -1.99122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146734 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -19912208.000000 Penalty: 5951.424316
	Iteration 60F: 3 clusters Score -1.991221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146731 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -19912204.000000 Penalty: 5951.424316
	Iteration 61Q: 3 clusters Score -1.99122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146729 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -19912206.000000 Penalty: 5951.424316
	Iteration 62Q: 3 clusters Score -1.991221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146724 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -19912206.000000 Penalty: 5951.424316
	Iteration 63Q: 3 clusters Score -1.991221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146723 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -19912210.000000 Penalty: 5951.424316
	Iteration 64Q: 3 clusters Score -1.991221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -19912192.000000 Penalty: 5951.424316
	Iteration 65Q: 3 clusters Score -1.991219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -19912200.000000 Penalty: 5951.424316
	Iteration 66Q: 3 clusters Score -1.99122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146720 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -19912200.000000 Penalty: 5951.424316
	Iteration 67F: 3 clusters Score -1.99122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Entering Unmasked Estep 
Score: -1446623.125000 Penalty: 2327.991699
	Iteration 0F: 2 clusters Score -1446623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1437702.250000 Penalty: 4655.983398
	Iteration 0F: 3 clusters Score -1437702 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1440261.500000 Penalty: 4655.983398
	Iteration 1F: 3 clusters Score -1440262 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1440610.000000 Penalty: 4655.983398
	Iteration 2F: 3 clusters Score -1440610 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1440980.375000 Penalty: 4655.983398
	Iteration 3F: 3 clusters Score -1440980 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1441387.125000 Penalty: 4655.983398
	Iteration 4F: 3 clusters Score -1441387 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1441780.250000 Penalty: 4655.983398
	Iteration 5Q: 3 clusters Score -1441780 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1442174.500000 Penalty: 4655.983398
	Iteration 6F: 3 clusters Score -1442174 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1442505.375000 Penalty: 4655.983398
	Iteration 7Q: 3 clusters Score -1442505 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1442805.375000 Penalty: 4655.983398
	Iteration 8Q: 3 clusters Score -1442805 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1443068.000000 Penalty: 4655.983398
	Iteration 9Q: 3 clusters Score -1443068 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1443254.000000 Penalty: 4655.983398
	Iteration 10Q: 3 clusters Score -1443254 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1443400.375000 Penalty: 4655.983398
	Iteration 11Q: 3 clusters Score -1443400 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1443516.000000 Penalty: 4655.983398
	Iteration 12Q: 3 clusters Score -1443516 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1443606.000000 Penalty: 4655.983398
	Iteration 13Q: 3 clusters Score -1443606 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1443680.625000 Penalty: 4655.983398
	Iteration 14Q: 3 clusters Score -1443681 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1443739.125000 Penalty: 4655.983398
	Iteration 15Q: 3 clusters Score -1443739 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1443797.625000 Penalty: 4655.983398
	Iteration 16Q: 3 clusters Score -1443798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1443851.125000 Penalty: 4655.983398
	Iteration 17Q: 3 clusters Score -1443851 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1443904.625000 Penalty: 4655.983398
	Iteration 18Q: 3 clusters Score -1443905 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1443947.125000 Penalty: 4655.983398
	Iteration 19Q: 3 clusters Score -1443947 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1443988.500000 Penalty: 4655.983398
	Iteration 20F: 3 clusters Score -1443988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1444028.750000 Penalty: 4655.983398
	Iteration 21Q: 3 clusters Score -1444029 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1444066.750000 Penalty: 4655.983398
	Iteration 22Q: 3 clusters Score -1444067 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1444100.500000 Penalty: 4655.983398
	Iteration 23Q: 3 clusters Score -1444100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1444127.750000 Penalty: 4655.983398
	Iteration 24Q: 3 clusters Score -1444128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1444153.625000 Penalty: 4655.983398
	Iteration 25Q: 3 clusters Score -1444154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1444172.750000 Penalty: 4655.983398
	Iteration 26Q: 3 clusters Score -1444173 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1444192.875000 Penalty: 4655.983398
	Iteration 27Q: 3 clusters Score -1444193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1444214.000000 Penalty: 4655.983398
	Iteration 28Q: 3 clusters Score -1444214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1444222.000000 Penalty: 4655.983398
	Iteration 29Q: 3 clusters Score -1444222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1444238.125000 Penalty: 4655.983398
	Iteration 30Q: 3 clusters Score -1444238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1444255.000000 Penalty: 4655.983398
	Iteration 31Q: 3 clusters Score -1444255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1444272.375000 Penalty: 4655.983398
	Iteration 32Q: 3 clusters Score -1444272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1444288.750000 Penalty: 4655.983398
	Iteration 33Q: 3 clusters Score -1444289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1444307.250000 Penalty: 4655.983398
	Iteration 34Q: 3 clusters Score -1444307 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1444325.500000 Penalty: 4655.983398
	Iteration 35Q: 3 clusters Score -1444326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1444348.000000 Penalty: 4655.983398
	Iteration 36Q: 3 clusters Score -1444348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1444374.875000 Penalty: 4655.983398
	Iteration 37Q: 3 clusters Score -1444375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1444402.125000 Penalty: 4655.983398
	Iteration 38Q: 3 clusters Score -1444402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1444418.750000 Penalty: 4655.983398
	Iteration 39Q: 3 clusters Score -1444419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1444439.125000 Penalty: 4655.983398
	Iteration 40F: 3 clusters Score -1444439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1444458.000000 Penalty: 4655.983398
	Iteration 41Q: 3 clusters Score -1444458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1444473.250000 Penalty: 4655.983398
	Iteration 42Q: 3 clusters Score -1444473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1444491.500000 Penalty: 4655.983398
	Iteration 43Q: 3 clusters Score -1444492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1444497.750000 Penalty: 4655.983398
	Iteration 44Q: 3 clusters Score -1444498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1444504.250000 Penalty: 4655.983398
	Iteration 45Q: 3 clusters Score -1444504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1444520.500000 Penalty: 4655.983398
	Iteration 46Q: 3 clusters Score -1444520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1444532.250000 Penalty: 4655.983398
	Iteration 47Q: 3 clusters Score -1444532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1444541.375000 Penalty: 4655.983398
	Iteration 48Q: 3 clusters Score -1444541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1444543.500000 Penalty: 4655.983398
	Iteration 49Q: 3 clusters Score -1444544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1444548.625000 Penalty: 4655.983398
	Iteration 50Q: 3 clusters Score -1444549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1444556.625000 Penalty: 4655.983398
	Iteration 51Q: 3 clusters Score -1444557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1444565.375000 Penalty: 4655.983398
	Iteration 52Q: 3 clusters Score -1444565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1444572.000000 Penalty: 4655.983398
	Iteration 53Q: 3 clusters Score -1444572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1444578.625000 Penalty: 4655.983398
	Iteration 54Q: 3 clusters Score -1444579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1444584.125000 Penalty: 4655.983398
	Iteration 55Q: 3 clusters Score -1444584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1444589.750000 Penalty: 4655.983398
	Iteration 56Q: 3 clusters Score -1444590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1444596.750000 Penalty: 4655.983398
	Iteration 57Q: 3 clusters Score -1444597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1444602.875000 Penalty: 4655.983398
	Iteration 58Q: 3 clusters Score -1444603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1444608.500000 Penalty: 4655.983398
	Iteration 59Q: 3 clusters Score -1444608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1444612.125000 Penalty: 4655.983398
	Iteration 60F: 3 clusters Score -1444612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1444611.750000 Penalty: 4655.983398
	Iteration 61Q: 3 clusters Score -1444612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1444614.625000 Penalty: 4655.983398
	Iteration 62Q: 3 clusters Score -1444615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1444620.250000 Penalty: 4655.983398
	Iteration 63Q: 3 clusters Score -1444620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1444626.500000 Penalty: 4655.983398
	Iteration 64Q: 3 clusters Score -1444626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1444628.000000 Penalty: 4655.983398
	Iteration 65Q: 3 clusters Score -1444628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1444629.500000 Penalty: 4655.983398
	Iteration 66Q: 3 clusters Score -1444630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1444632.375000 Penalty: 4655.983398
	Iteration 67Q: 3 clusters Score -1444632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1444635.375000 Penalty: 4655.983398
	Iteration 68Q: 3 clusters Score -1444635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1444640.250000 Penalty: 4655.983398
	Iteration 69Q: 3 clusters Score -1444640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1444640.375000 Penalty: 4655.983398
	Iteration 70Q: 3 clusters Score -1444640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1444640.250000 Penalty: 4655.983398
	Iteration 71Q: 3 clusters Score -1444640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1444643.625000 Penalty: 4655.983398
	Iteration 72Q: 3 clusters Score -1444644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1444644.500000 Penalty: 4655.983398
	Iteration 73Q: 3 clusters Score -1444644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1444649.500000 Penalty: 4655.983398
	Iteration 74Q: 3 clusters Score -1444650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1444652.500000 Penalty: 4655.983398
	Iteration 75Q: 3 clusters Score -1444652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1444658.375000 Penalty: 4655.983398
	Iteration 76Q: 3 clusters Score -1444658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1444658.625000 Penalty: 4655.983398
	Iteration 77Q: 3 clusters Score -1444659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1444656.125000 Penalty: 4655.983398
	Iteration 78Q: 3 clusters Score -1444656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1444661.125000 Penalty: 4655.983398
	Iteration 79Q: 3 clusters Score -1444661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1444666.500000 Penalty: 4655.983398
	Iteration 80F: 3 clusters Score -1444666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1444670.000000 Penalty: 4655.983398
	Iteration 81Q: 3 clusters Score -1444670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1444672.000000 Penalty: 4655.983398
	Iteration 82Q: 3 clusters Score -1444672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1444674.000000 Penalty: 4655.983398
	Iteration 83Q: 3 clusters Score -1444674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1444675.875000 Penalty: 4655.983398
	Iteration 84Q: 3 clusters Score -1444676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1444680.875000 Penalty: 4655.983398
	Iteration 85Q: 3 clusters Score -1444681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1444683.250000 Penalty: 4655.983398
	Iteration 86Q: 3 clusters Score -1444683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1444684.375000 Penalty: 4655.983398
	Iteration 87Q: 3 clusters Score -1444684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1444687.250000 Penalty: 4655.983398
	Iteration 88Q: 3 clusters Score -1444687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1444690.500000 Penalty: 4655.983398
	Iteration 89Q: 3 clusters Score -1444690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1444694.250000 Penalty: 4655.983398
	Iteration 90Q: 3 clusters Score -1444694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1444697.875000 Penalty: 4655.983398
	Iteration 91Q: 3 clusters Score -1444698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1444697.750000 Penalty: 4655.983398
	Iteration 92Q: 3 clusters Score -1444698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1444699.250000 Penalty: 4655.983398
	Iteration 93Q: 3 clusters Score -1444699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1444703.625000 Penalty: 4655.983398
	Iteration 94Q: 3 clusters Score -1444704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1444708.625000 Penalty: 4655.983398
	Iteration 95Q: 3 clusters Score -1444709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1444711.750000 Penalty: 4655.983398
	Iteration 96Q: 3 clusters Score -1444712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1444716.250000 Penalty: 4655.983398
	Iteration 97Q: 3 clusters Score -1444716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1444720.750000 Penalty: 4655.983398
	Iteration 98Q: 3 clusters Score -1444721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1444727.625000 Penalty: 4655.983398
	Iteration 99Q: 3 clusters Score -1444728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1444729.375000 Penalty: 4655.983398
	Iteration 100F: 3 clusters Score -1444729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1444730.875000 Penalty: 4655.983398
	Iteration 101Q: 3 clusters Score -1444731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1444734.250000 Penalty: 4655.983398
	Iteration 102Q: 3 clusters Score -1444734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1444734.750000 Penalty: 4655.983398
	Iteration 103Q: 3 clusters Score -1444735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1444738.000000 Penalty: 4655.983398
	Iteration 104Q: 3 clusters Score -1444738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1444739.625000 Penalty: 4655.983398
	Iteration 105Q: 3 clusters Score -1444740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1444742.000000 Penalty: 4655.983398
	Iteration 106Q: 3 clusters Score -1444742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1444740.750000 Penalty: 4655.983398
	Iteration 107Q: 3 clusters Score -1444741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1444743.875000 Penalty: 4655.983398
	Iteration 108Q: 3 clusters Score -1444744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1444742.375000 Penalty: 4655.983398
	Iteration 109Q: 3 clusters Score -1444742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1444741.875000 Penalty: 4655.983398
	Iteration 110Q: 3 clusters Score -1444742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1444746.000000 Penalty: 4655.983398
	Iteration 111Q: 3 clusters Score -1444746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1444742.375000 Penalty: 4655.983398
	Iteration 112Q: 3 clusters Score -1444742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1444744.625000 Penalty: 4655.983398
	Iteration 113Q: 3 clusters Score -1444745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1444743.750000 Penalty: 4655.983398
	Iteration 114Q: 3 clusters Score -1444744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1444744.625000 Penalty: 4655.983398
	Iteration 115Q: 3 clusters Score -1444745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1444747.875000 Penalty: 4655.983398
	Iteration 116Q: 3 clusters Score -1444748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1444746.375000 Penalty: 4655.983398
	Iteration 117Q: 3 clusters Score -1444746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1444747.875000 Penalty: 4655.983398
	Iteration 118Q: 3 clusters Score -1444748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1444747.250000 Penalty: 4655.983398
	Iteration 119Q: 3 clusters Score -1444747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1444748.625000 Penalty: 4655.983398
	Iteration 120F: 3 clusters Score -1444749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1444751.000000 Penalty: 4655.983398
	Iteration 121Q: 3 clusters Score -1444751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1444752.375000 Penalty: 4655.983398
	Iteration 122Q: 3 clusters Score -1444752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1444758.500000 Penalty: 4655.983398
	Iteration 123Q: 3 clusters Score -1444758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1444763.125000 Penalty: 4655.983398
	Iteration 124Q: 3 clusters Score -1444763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1444765.000000 Penalty: 4655.983398
	Iteration 125Q: 3 clusters Score -1444765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1444766.250000 Penalty: 4655.983398
	Iteration 126Q: 3 clusters Score -1444766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1444766.250000 Penalty: 4655.983398
	Iteration 127F: 3 clusters Score -1444766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Entering Unmasked Estep 
Score: -1470305.000000 Penalty: 2345.908203
	Iteration 0F: 2 clusters Score -1470305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1460807.750000 Penalty: 4691.816406
	Iteration 0F: 3 clusters Score -1460808 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1463750.125000 Penalty: 4691.816406
	Iteration 1F: 3 clusters Score -1463750 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1464148.750000 Penalty: 4691.816406
	Iteration 2F: 3 clusters Score -1464149 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1464476.000000 Penalty: 4691.816406
	Iteration 3F: 3 clusters Score -1464476 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1464809.500000 Penalty: 4691.816406
	Iteration 4Q: 3 clusters Score -1464810 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1465133.875000 Penalty: 4691.816406
	Iteration 5Q: 3 clusters Score -1465134 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1465390.625000 Penalty: 4691.816406
	Iteration 6Q: 3 clusters Score -1465391 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1465671.625000 Penalty: 4691.816406
	Iteration 7Q: 3 clusters Score -1465672 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1465928.125000 Penalty: 4691.816406
	Iteration 8Q: 3 clusters Score -1465928 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1466185.750000 Penalty: 4691.816406
	Iteration 9Q: 3 clusters Score -1466186 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1466436.250000 Penalty: 4691.816406
	Iteration 10Q: 3 clusters Score -1466436 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1466695.750000 Penalty: 4691.816406
	Iteration 11Q: 3 clusters Score -1466696 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1466972.875000 Penalty: 4691.816406
	Iteration 12Q: 3 clusters Score -1466973 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1467245.625000 Penalty: 4691.816406
	Iteration 13Q: 3 clusters Score -1467246 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1467464.625000 Penalty: 4691.816406
	Iteration 14Q: 3 clusters Score -1467465 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1467665.750000 Penalty: 4691.816406
	Iteration 15Q: 3 clusters Score -1467666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1467848.500000 Penalty: 4691.816406
	Iteration 16Q: 3 clusters Score -1467848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1467992.250000 Penalty: 4691.816406
	Iteration 17Q: 3 clusters Score -1467992 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1468105.000000 Penalty: 4691.816406
	Iteration 18Q: 3 clusters Score -1468105 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1468184.000000 Penalty: 4691.816406
	Iteration 19Q: 3 clusters Score -1468184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1468251.375000 Penalty: 4691.816406
	Iteration 20F: 3 clusters Score -1468251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1468294.000000 Penalty: 4691.816406
	Iteration 21Q: 3 clusters Score -1468294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1468321.750000 Penalty: 4691.816406
	Iteration 22Q: 3 clusters Score -1468322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1468355.625000 Penalty: 4691.816406
	Iteration 23Q: 3 clusters Score -1468356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1468378.125000 Penalty: 4691.816406
	Iteration 24Q: 3 clusters Score -1468378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1468392.250000 Penalty: 4691.816406
	Iteration 25Q: 3 clusters Score -1468392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1468410.000000 Penalty: 4691.816406
	Iteration 26Q: 3 clusters Score -1468410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1468423.500000 Penalty: 4691.816406
	Iteration 27Q: 3 clusters Score -1468424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1468433.500000 Penalty: 4691.816406
	Iteration 28Q: 3 clusters Score -1468434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1468441.875000 Penalty: 4691.816406
	Iteration 29Q: 3 clusters Score -1468442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1468447.500000 Penalty: 4691.816406
	Iteration 30Q: 3 clusters Score -1468448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1468449.000000 Penalty: 4691.816406
	Iteration 31Q: 3 clusters Score -1468449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1468449.500000 Penalty: 4691.816406
	Iteration 32Q: 3 clusters Score -1468450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1468452.000000 Penalty: 4691.816406
	Iteration 33Q: 3 clusters Score -1468452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1468453.500000 Penalty: 4691.816406
	Iteration 34Q: 3 clusters Score -1468454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1468455.375000 Penalty: 4691.816406
	Iteration 35Q: 3 clusters Score -1468455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1468457.375000 Penalty: 4691.816406
	Iteration 36Q: 3 clusters Score -1468457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1468458.000000 Penalty: 4691.816406
	Iteration 37Q: 3 clusters Score -1468458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1468462.375000 Penalty: 4691.816406
	Iteration 38Q: 3 clusters Score -1468462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1468466.875000 Penalty: 4691.816406
	Iteration 39Q: 3 clusters Score -1468467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1468467.500000 Penalty: 4691.816406
	Iteration 40F: 3 clusters Score -1468468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1468470.875000 Penalty: 4691.816406
	Iteration 41Q: 3 clusters Score -1468471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1468470.125000 Penalty: 4691.816406
	Iteration 42Q: 3 clusters Score -1468470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1468468.625000 Penalty: 4691.816406
	Iteration 43Q: 3 clusters Score -1468469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1468468.625000 Penalty: 4691.816406
	Iteration 44F: 3 clusters Score -1468469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141427.7 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 589 members 
Entering Unmasked Estep 
Score: -139329.609375 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139329.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139823.015625 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139823 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -140150.718750 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -140150.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -140332.281250 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -140332.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -140468.750000 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -140468.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140609.281250 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -140609.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140772.515625 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -140772.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140970.937500 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -140970.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141208.390625 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -141208.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -141373.453125 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -141373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141641.093750 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -141641.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -142033.640625 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -142033.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -142105.468750 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -142105.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142176.437500 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -142176.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142314.671875 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -142314.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142421.062500 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -142421.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142459.234375 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -142459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142464.406250 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -142464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142464.406250 Penalty: 3543.625977
	Iteration 18F: 3 clusters Score -142464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 153576 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 85917 members 
Mstep: Class 5 contains 81993 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 159335 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 128388 members 
Mstep: Class 13 contains 70021 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 185827 members 
Mstep: Class 19 contains 165545 members 
Mstep: Class 20 contains 142626 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51086 members 
Mstep: Class 23 contains 83335 members 
Mstep: Class 24 contains 162566 members 
Mstep: Class 25 contains 11933 members 
Mstep: Class 26 contains 12827 members 
Mstep: Class 27 contains 760 members 
Mstep: Class 28 contains 507 members 
Entering Unmasked Estep 
Score: -194688160.000000 Penalty: 99249.953125
Splitting cluster 27 changes total score from -194688976.000000 to -194688160.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 153576 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 85917 members 
Mstep: Class 5 contains 81993 members 
Mstep: Class 6 contains 34735 members 
Mstep: Class 7 contains 159335 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 128388 members 
Mstep: Class 13 contains 70021 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 15 contains 11604 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2222 members 
Mstep: Class 18 contains 185827 members 
Mstep: Class 19 contains 165545 members 
Mstep: Class 20 contains 142626 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51086 members 
Mstep: Class 23 contains 83335 members 
Mstep: Class 24 contains 162566 members 
Mstep: Class 25 contains 11933 members 
Mstep: Class 26 contains 12827 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688944.000000 Penalty: 95705.312500
Iteration 119Q: 28 clusters Score -1.946889e+08 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 153360 members 
Mstep: Class 3 contains 5463 members 
Mstep: Class 4 contains 85799 members 
Mstep: Class 5 contains 82087 members 
Mstep: Class 6 contains 34734 members 
Mstep: Class 7 contains 159323 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 676 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 127404 members 
Mstep: Class 13 contains 69866 members 
Mstep: Class 14 contains 45453 members 
Mstep: Class 15 contains 11448 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 186179 members 
Mstep: Class 19 contains 165556 members 
Mstep: Class 20 contains 144368 members 
Mstep: Class 21 contains 963 members 
Mstep: Class 22 contains 51085 members 
Mstep: Class 23 contains 83140 members 
Mstep: Class 24 contains 162255 members 
Mstep: Class 25 contains 11930 members 
Mstep: Class 26 contains 12831 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689712.000000 Penalty: 95705.312500
Iteration 120F: 28 clusters Score -1.946897e+08 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 153047 members 
Mstep: Class 3 contains 5468 members 
Mstep: Class 4 contains 85680 members 
Mstep: Class 5 contains 82174 members 
Mstep: Class 6 contains 34723 members 
Mstep: Class 7 contains 159237 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 3048 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 126539 members 
Mstep: Class 13 contains 69714 members 
Mstep: Class 14 contains 45437 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 186410 members 
Mstep: Class 19 contains 165587 members 
Mstep: Class 20 contains 146304 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 51089 members 
Mstep: Class 23 contains 82947 members 
Mstep: Class 24 contains 161909 members 
Mstep: Class 25 contains 11921 members 
Mstep: Class 26 contains 12832 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690464.000000 Penalty: 95705.312500
Iteration 121Q: 28 clusters Score -1.946905e+08 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 152513 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 85551 members 
Mstep: Class 5 contains 82240 members 
Mstep: Class 6 contains 34721 members 
Mstep: Class 7 contains 159120 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 652 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 125868 members 
Mstep: Class 13 contains 69568 members 
Mstep: Class 14 contains 45422 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 18 contains 186546 members 
Mstep: Class 19 contains 165589 members 
Mstep: Class 20 contains 148500 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 51082 members 
Mstep: Class 23 contains 82731 members 
Mstep: Class 24 contains 161500 members 
Mstep: Class 25 contains 11916 members 
Mstep: Class 26 contains 12832 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690944.000000 Penalty: 95705.312500
Iteration 122Q: 28 clusters Score -1.946909e+08 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 151698 members 
Mstep: Class 3 contains 5475 members 
Mstep: Class 4 contains 85414 members 
Mstep: Class 5 contains 82303 members 
Mstep: Class 6 contains 34695 members 
Mstep: Class 7 contains 158924 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 641 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 125387 members 
Mstep: Class 13 contains 69422 members 
Mstep: Class 14 contains 45406 members 
Mstep: Class 15 contains 11075 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2197 members 
Mstep: Class 18 contains 186619 members 
Mstep: Class 19 contains 165649 members 
Mstep: Class 20 contains 150990 members 
Mstep: Class 21 contains 997 members 
Mstep: Class 22 contains 51072 members 
Mstep: Class 23 contains 82503 members 
Mstep: Class 24 contains 161011 members 
Mstep: Class 25 contains 11912 members 
Mstep: Class 26 contains 12824 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691200.000000 Penalty: 95705.312500
Iteration 123Q: 28 clusters Score -1.946912e+08 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 150614 members 
Mstep: Class 3 contains 5477 members 
Mstep: Class 4 contains 85282 members 
Mstep: Class 5 contains 82352 members 
Mstep: Class 6 contains 34663 members 
Mstep: Class 7 contains 158673 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 125144 members 
Mstep: Class 13 contains 69286 members 
Mstep: Class 14 contains 45391 members 
Mstep: Class 15 contains 10941 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 186624 members 
Mstep: Class 19 contains 165725 members 
Mstep: Class 20 contains 153726 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 51069 members 
Mstep: Class 23 contains 82266 members 
Mstep: Class 24 contains 160470 members 
Mstep: Class 25 contains 11897 members 
Mstep: Class 26 contains 12813 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691280.000000 Penalty: 95705.312500
Iteration 124Q: 28 clusters Score -1.946913e+08 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 149280 members 
Mstep: Class 3 contains 5482 members 
Mstep: Class 4 contains 85119 members 
Mstep: Class 5 contains 82415 members 
Mstep: Class 6 contains 34612 members 
Mstep: Class 7 contains 158293 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 125188 members 
Mstep: Class 13 contains 69164 members 
Mstep: Class 14 contains 45360 members 
Mstep: Class 15 contains 10798 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 186591 members 
Mstep: Class 19 contains 165648 members 
Mstep: Class 20 contains 156758 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 51097 members 
Mstep: Class 23 contains 82038 members 
Mstep: Class 24 contains 159914 members 
Mstep: Class 25 contains 11898 members 
Mstep: Class 26 contains 12810 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691408.000000 Penalty: 95705.312500
Iteration 125Q: 28 clusters Score -1.946914e+08 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 147557 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 84911 members 
Mstep: Class 5 contains 82447 members 
Mstep: Class 6 contains 34556 members 
Mstep: Class 7 contains 157763 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 125633 members 
Mstep: Class 13 contains 69035 members 
Mstep: Class 14 contains 45342 members 
Mstep: Class 15 contains 10652 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2173 members 
Mstep: Class 18 contains 186511 members 
Mstep: Class 19 contains 165403 members 
Mstep: Class 20 contains 160312 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 51134 members 
Mstep: Class 23 contains 81782 members 
Mstep: Class 24 contains 159301 members 
Mstep: Class 25 contains 11879 members 
Mstep: Class 26 contains 12803 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690880.000000 Penalty: 95705.312500
Iteration 126Q: 28 clusters Score -1.946909e+08 nChanged 12862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 145582 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 84699 members 
Mstep: Class 5 contains 82476 members 
Mstep: Class 6 contains 34498 members 
Mstep: Class 7 contains 157168 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2967 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 126418 members 
Mstep: Class 13 contains 68921 members 
Mstep: Class 14 contains 45320 members 
Mstep: Class 15 contains 10518 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 186413 members 
Mstep: Class 19 contains 165061 members 
Mstep: Class 20 contains 164032 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51149 members 
Mstep: Class 23 contains 81516 members 
Mstep: Class 24 contains 158631 members 
Mstep: Class 25 contains 11852 members 
Mstep: Class 26 contains 12786 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691424.000000 Penalty: 95705.312500
Iteration 127Q: 28 clusters Score -1.946914e+08 nChanged 15091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 143183 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 84475 members 
Mstep: Class 5 contains 82490 members 
Mstep: Class 6 contains 34395 members 
Mstep: Class 7 contains 156560 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 127679 members 
Mstep: Class 13 contains 68819 members 
Mstep: Class 14 contains 45290 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2166 members 
Mstep: Class 18 contains 186338 members 
Mstep: Class 19 contains 164646 members 
Mstep: Class 20 contains 167833 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51153 members 
Mstep: Class 23 contains 81226 members 
Mstep: Class 24 contains 157908 members 
Mstep: Class 25 contains 11840 members 
Mstep: Class 26 contains 12788 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692896.000000 Penalty: 95705.312500
Iteration 128Q: 28 clusters Score -1.946929e+08 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 140615 members 
Mstep: Class 3 contains 5501 members 
Mstep: Class 4 contains 84287 members 
Mstep: Class 5 contains 82524 members 
Mstep: Class 6 contains 34290 members 
Mstep: Class 7 contains 155981 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2963 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 129305 members 
Mstep: Class 13 contains 68713 members 
Mstep: Class 14 contains 45268 members 
Mstep: Class 15 contains 10351 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 186244 members 
Mstep: Class 19 contains 164047 members 
Mstep: Class 20 contains 171412 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51178 members 
Mstep: Class 23 contains 81016 members 
Mstep: Class 24 contains 157233 members 
Mstep: Class 25 contains 11831 members 
Mstep: Class 26 contains 12787 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693792.000000 Penalty: 95705.312500
Iteration 129Q: 28 clusters Score -1.946938e+08 nChanged 18243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 138005 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 84134 members 
Mstep: Class 5 contains 82581 members 
Mstep: Class 6 contains 34176 members 
Mstep: Class 7 contains 155654 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 131425 members 
Mstep: Class 13 contains 68582 members 
Mstep: Class 14 contains 45245 members 
Mstep: Class 15 contains 10316 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 186165 members 
Mstep: Class 19 contains 163328 members 
Mstep: Class 20 contains 174298 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51253 members 
Mstep: Class 23 contains 80796 members 
Mstep: Class 24 contains 156530 members 
Mstep: Class 25 contains 11807 members 
Mstep: Class 26 contains 12809 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693280.000000 Penalty: 95705.312500
Iteration 130Q: 28 clusters Score -1.946933e+08 nChanged 18499
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 135613 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 84012 members 
Mstep: Class 5 contains 82635 members 
Mstep: Class 6 contains 34061 members 
Mstep: Class 7 contains 155499 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 133977 members 
Mstep: Class 13 contains 68483 members 
Mstep: Class 14 contains 45204 members 
Mstep: Class 15 contains 10284 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 186066 members 
Mstep: Class 19 contains 162684 members 
Mstep: Class 20 contains 176108 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51346 members 
Mstep: Class 23 contains 80623 members 
Mstep: Class 24 contains 155893 members 
Mstep: Class 25 contains 11805 members 
Mstep: Class 26 contains 12830 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693952.000000 Penalty: 95705.312500
Iteration 131Q: 28 clusters Score -1.94694e+08 nChanged 18138
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 133474 members 
Mstep: Class 3 contains 5505 members 
Mstep: Class 4 contains 83950 members 
Mstep: Class 5 contains 82702 members 
Mstep: Class 6 contains 33968 members 
Mstep: Class 7 contains 155561 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2922 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 136862 members 
Mstep: Class 13 contains 68388 members 
Mstep: Class 14 contains 45175 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 186060 members 
Mstep: Class 19 contains 161981 members 
Mstep: Class 20 contains 176829 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51415 members 
Mstep: Class 23 contains 80527 members 
Mstep: Class 24 contains 155287 members 
Mstep: Class 25 contains 11800 members 
Mstep: Class 26 contains 12878 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693376.000000 Penalty: 95705.312500
Iteration 132Q: 28 clusters Score -1.946934e+08 nChanged 16934
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 131698 members 
Mstep: Class 3 contains 5509 members 
Mstep: Class 4 contains 83917 members 
Mstep: Class 5 contains 82747 members 
Mstep: Class 6 contains 33844 members 
Mstep: Class 7 contains 155903 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2893 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 139822 members 
Mstep: Class 13 contains 68295 members 
Mstep: Class 14 contains 45167 members 
Mstep: Class 15 contains 10281 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 186176 members 
Mstep: Class 19 contains 161455 members 
Mstep: Class 20 contains 176444 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51541 members 
Mstep: Class 23 contains 80483 members 
Mstep: Class 24 contains 154716 members 
Mstep: Class 25 contains 11783 members 
Mstep: Class 26 contains 12906 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693024.000000 Penalty: 95705.312500
Iteration 133Q: 28 clusters Score -1.94693e+08 nChanged 15392
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 130140 members 
Mstep: Class 3 contains 5512 members 
Mstep: Class 4 contains 83882 members 
Mstep: Class 5 contains 82760 members 
Mstep: Class 6 contains 33743 members 
Mstep: Class 7 contains 156474 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2860 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 142828 members 
Mstep: Class 13 contains 68186 members 
Mstep: Class 14 contains 45153 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 186365 members 
Mstep: Class 19 contains 161093 members 
Mstep: Class 20 contains 175298 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51615 members 
Mstep: Class 23 contains 80450 members 
Mstep: Class 24 contains 154265 members 
Mstep: Class 25 contains 11767 members 
Mstep: Class 26 contains 12925 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693552.000000 Penalty: 95705.312500
Iteration 134Q: 28 clusters Score -1.946936e+08 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 128618 members 
Mstep: Class 3 contains 5519 members 
Mstep: Class 4 contains 83859 members 
Mstep: Class 5 contains 82802 members 
Mstep: Class 6 contains 33661 members 
Mstep: Class 7 contains 157120 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 145961 members 
Mstep: Class 13 contains 68109 members 
Mstep: Class 14 contains 45150 members 
Mstep: Class 15 contains 10224 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 186473 members 
Mstep: Class 19 contains 160933 members 
Mstep: Class 20 contains 173625 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51659 members 
Mstep: Class 23 contains 80490 members 
Mstep: Class 24 contains 153848 members 
Mstep: Class 25 contains 11752 members 
Mstep: Class 26 contains 12963 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693360.000000 Penalty: 95705.312500
Iteration 135Q: 28 clusters Score -1.946934e+08 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 127261 members 
Mstep: Class 3 contains 5521 members 
Mstep: Class 4 contains 83865 members 
Mstep: Class 5 contains 82833 members 
Mstep: Class 6 contains 33580 members 
Mstep: Class 7 contains 157820 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2823 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 148614 members 
Mstep: Class 13 contains 68067 members 
Mstep: Class 14 contains 45159 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 186532 members 
Mstep: Class 19 contains 160879 members 
Mstep: Class 20 contains 171925 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51727 members 
Mstep: Class 23 contains 80578 members 
Mstep: Class 24 contains 153519 members 
Mstep: Class 25 contains 11748 members 
Mstep: Class 26 contains 12986 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693456.000000 Penalty: 95705.312500
Iteration 136Q: 28 clusters Score -1.946935e+08 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 125949 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 83875 members 
Mstep: Class 5 contains 82868 members 
Mstep: Class 6 contains 33506 members 
Mstep: Class 7 contains 158528 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 150913 members 
Mstep: Class 13 contains 68051 members 
Mstep: Class 14 contains 45149 members 
Mstep: Class 15 contains 10131 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 186597 members 
Mstep: Class 19 contains 160969 members 
Mstep: Class 20 contains 170387 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51789 members 
Mstep: Class 23 contains 80658 members 
Mstep: Class 24 contains 153204 members 
Mstep: Class 25 contains 11740 members 
Mstep: Class 26 contains 13005 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693392.000000 Penalty: 95705.312500
Iteration 137Q: 28 clusters Score -1.946934e+08 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 124610 members 
Mstep: Class 3 contains 5530 members 
Mstep: Class 4 contains 83916 members 
Mstep: Class 5 contains 82888 members 
Mstep: Class 6 contains 33441 members 
Mstep: Class 7 contains 159190 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 152863 members 
Mstep: Class 13 contains 68037 members 
Mstep: Class 14 contains 45157 members 
Mstep: Class 15 contains 10076 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 186563 members 
Mstep: Class 19 contains 161202 members 
Mstep: Class 20 contains 169181 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51845 members 
Mstep: Class 23 contains 80737 members 
Mstep: Class 24 contains 152937 members 
Mstep: Class 25 contains 11719 members 
Mstep: Class 26 contains 13023 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693584.000000 Penalty: 95705.312500
Iteration 138Q: 28 clusters Score -1.946936e+08 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 123118 members 
Mstep: Class 3 contains 5536 members 
Mstep: Class 4 contains 83986 members 
Mstep: Class 5 contains 82875 members 
Mstep: Class 6 contains 33386 members 
Mstep: Class 7 contains 159788 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 899 members 
Mstep: Class 12 contains 154806 members 
Mstep: Class 13 contains 67997 members 
Mstep: Class 14 contains 45146 members 
Mstep: Class 15 contains 10035 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 186469 members 
Mstep: Class 19 contains 161535 members 
Mstep: Class 20 contains 168218 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 51889 members 
Mstep: Class 23 contains 80808 members 
Mstep: Class 24 contains 152678 members 
Mstep: Class 25 contains 11698 members 
Mstep: Class 26 contains 13020 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695152.000000 Penalty: 95705.312500
Iteration 139Q: 28 clusters Score -1.946952e+08 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 121625 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 84022 members 
Mstep: Class 5 contains 82866 members 
Mstep: Class 6 contains 33353 members 
Mstep: Class 7 contains 160341 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 628 members 
Mstep: Class 10 contains 2651 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 156555 members 
Mstep: Class 13 contains 67976 members 
Mstep: Class 14 contains 45169 members 
Mstep: Class 15 contains 9988 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2150 members 
Mstep: Class 18 contains 186335 members 
Mstep: Class 19 contains 162009 members 
Mstep: Class 20 contains 167418 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 51874 members 
Mstep: Class 23 contains 80859 members 
Mstep: Class 24 contains 152379 members 
Mstep: Class 25 contains 11700 members 
Mstep: Class 26 contains 13044 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696448.000000 Penalty: 95705.312500
Iteration 140F: 28 clusters Score -1.946964e+08 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 119598 members 
Mstep: Class 3 contains 5554 members 
Mstep: Class 4 contains 84068 members 
Mstep: Class 5 contains 82849 members 
Mstep: Class 6 contains 33274 members 
Mstep: Class 7 contains 160613 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 158173 members 
Mstep: Class 13 contains 67979 members 
Mstep: Class 14 contains 45179 members 
Mstep: Class 15 contains 9931 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 186139 members 
Mstep: Class 19 contains 162243 members 
Mstep: Class 20 contains 167961 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 51869 members 
Mstep: Class 23 contains 80873 members 
Mstep: Class 24 contains 152084 members 
Mstep: Class 25 contains 11687 members 
Mstep: Class 26 contains 13037 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696288.000000 Penalty: 95705.312500
Iteration 141Q: 28 clusters Score -1.946963e+08 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 117850 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 84122 members 
Mstep: Class 5 contains 82841 members 
Mstep: Class 6 contains 33197 members 
Mstep: Class 7 contains 160984 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 625 members 
Mstep: Class 10 contains 2601 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 159339 members 
Mstep: Class 13 contains 67957 members 
Mstep: Class 14 contains 45212 members 
Mstep: Class 15 contains 9870 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 185981 members 
Mstep: Class 19 contains 162479 members 
Mstep: Class 20 contains 168425 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 51900 members 
Mstep: Class 23 contains 80909 members 
Mstep: Class 24 contains 151811 members 
Mstep: Class 25 contains 11679 members 
Mstep: Class 26 contains 13050 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696976.000000 Penalty: 95705.312500
Iteration 142Q: 28 clusters Score -1.94697e+08 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 116175 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 84169 members 
Mstep: Class 5 contains 82818 members 
Mstep: Class 6 contains 33143 members 
Mstep: Class 7 contains 161383 members 
Mstep: Class 8 contains 1108 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2580 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 160420 members 
Mstep: Class 13 contains 67922 members 
Mstep: Class 14 contains 45254 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 185806 members 
Mstep: Class 19 contains 162813 members 
Mstep: Class 20 contains 168759 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51922 members 
Mstep: Class 23 contains 80959 members 
Mstep: Class 24 contains 151601 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 13058 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697056.000000 Penalty: 95705.312500
Iteration 143Q: 28 clusters Score -1.946971e+08 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 114604 members 
Mstep: Class 3 contains 5564 members 
Mstep: Class 4 contains 84230 members 
Mstep: Class 5 contains 82794 members 
Mstep: Class 6 contains 33110 members 
Mstep: Class 7 contains 161773 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 161431 members 
Mstep: Class 13 contains 67927 members 
Mstep: Class 14 contains 45306 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 185645 members 
Mstep: Class 19 contains 163165 members 
Mstep: Class 20 contains 168943 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51950 members 
Mstep: Class 23 contains 81039 members 
Mstep: Class 24 contains 151348 members 
Mstep: Class 25 contains 11653 members 
Mstep: Class 26 contains 13086 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696912.000000 Penalty: 95705.312500
Iteration 144Q: 28 clusters Score -1.946969e+08 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 113143 members 
Mstep: Class 3 contains 5568 members 
Mstep: Class 4 contains 84328 members 
Mstep: Class 5 contains 82789 members 
Mstep: Class 6 contains 33071 members 
Mstep: Class 7 contains 162207 members 
Mstep: Class 8 contains 1110 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 162355 members 
Mstep: Class 13 contains 67953 members 
Mstep: Class 14 contains 45345 members 
Mstep: Class 15 contains 9626 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 185479 members 
Mstep: Class 19 contains 163586 members 
Mstep: Class 20 contains 168853 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51998 members 
Mstep: Class 23 contains 81153 members 
Mstep: Class 24 contains 151116 members 
Mstep: Class 25 contains 11648 members 
Mstep: Class 26 contains 13084 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696992.000000 Penalty: 95705.312500
Iteration 145Q: 28 clusters Score -1.94697e+08 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 111806 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 84421 members 
Mstep: Class 5 contains 82787 members 
Mstep: Class 6 contains 33007 members 
Mstep: Class 7 contains 162604 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 163191 members 
Mstep: Class 13 contains 67971 members 
Mstep: Class 14 contains 45390 members 
Mstep: Class 15 contains 9543 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 185285 members 
Mstep: Class 19 contains 164056 members 
Mstep: Class 20 contains 168664 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52102 members 
Mstep: Class 23 contains 81257 members 
Mstep: Class 24 contains 150924 members 
Mstep: Class 25 contains 11656 members 
Mstep: Class 26 contains 13098 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697248.000000 Penalty: 95705.312500
Iteration 146Q: 28 clusters Score -1.946972e+08 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 110559 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 84498 members 
Mstep: Class 5 contains 82769 members 
Mstep: Class 6 contains 32941 members 
Mstep: Class 7 contains 162997 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 163861 members 
Mstep: Class 13 contains 67991 members 
Mstep: Class 14 contains 45422 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 185162 members 
Mstep: Class 19 contains 164530 members 
Mstep: Class 20 contains 168599 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52202 members 
Mstep: Class 23 contains 81327 members 
Mstep: Class 24 contains 150752 members 
Mstep: Class 25 contains 11647 members 
Mstep: Class 26 contains 13118 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696560.000000 Penalty: 95705.312500
Iteration 147Q: 28 clusters Score -1.946966e+08 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 109401 members 
Mstep: Class 3 contains 5576 members 
Mstep: Class 4 contains 84591 members 
Mstep: Class 5 contains 82745 members 
Mstep: Class 6 contains 32885 members 
Mstep: Class 7 contains 163293 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 164443 members 
Mstep: Class 13 contains 67996 members 
Mstep: Class 14 contains 45453 members 
Mstep: Class 15 contains 9327 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 185020 members 
Mstep: Class 19 contains 165082 members 
Mstep: Class 20 contains 168541 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52273 members 
Mstep: Class 23 contains 81389 members 
Mstep: Class 24 contains 150610 members 
Mstep: Class 25 contains 11635 members 
Mstep: Class 26 contains 13142 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696416.000000 Penalty: 95705.312500
Iteration 148Q: 28 clusters Score -1.946964e+08 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 108417 members 
Mstep: Class 3 contains 5578 members 
Mstep: Class 4 contains 84642 members 
Mstep: Class 5 contains 82749 members 
Mstep: Class 6 contains 32828 members 
Mstep: Class 7 contains 163595 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 164811 members 
Mstep: Class 13 contains 68008 members 
Mstep: Class 14 contains 45486 members 
Mstep: Class 15 contains 9250 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 184849 members 
Mstep: Class 19 contains 165663 members 
Mstep: Class 20 contains 168527 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52325 members 
Mstep: Class 23 contains 81426 members 
Mstep: Class 24 contains 150507 members 
Mstep: Class 25 contains 11636 members 
Mstep: Class 26 contains 13146 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696560.000000 Penalty: 95705.312500
Iteration 149Q: 28 clusters Score -1.946966e+08 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 107512 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 84713 members 
Mstep: Class 5 contains 82739 members 
Mstep: Class 6 contains 32786 members 
Mstep: Class 7 contains 163893 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 165187 members 
Mstep: Class 13 contains 68044 members 
Mstep: Class 14 contains 45512 members 
Mstep: Class 15 contains 9165 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 184701 members 
Mstep: Class 19 contains 166230 members 
Mstep: Class 20 contains 168392 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52374 members 
Mstep: Class 23 contains 81485 members 
Mstep: Class 24 contains 150395 members 
Mstep: Class 25 contains 11627 members 
Mstep: Class 26 contains 13142 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696192.000000 Penalty: 95705.312500
Iteration 150Q: 28 clusters Score -1.946962e+08 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 106707 members 
Mstep: Class 3 contains 5582 members 
Mstep: Class 4 contains 84798 members 
Mstep: Class 5 contains 82707 members 
Mstep: Class 6 contains 32753 members 
Mstep: Class 7 contains 164100 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 165502 members 
Mstep: Class 13 contains 68076 members 
Mstep: Class 14 contains 45534 members 
Mstep: Class 15 contains 9110 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 184433 members 
Mstep: Class 19 contains 166912 members 
Mstep: Class 20 contains 168194 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52447 members 
Mstep: Class 23 contains 81553 members 
Mstep: Class 24 contains 150354 members 
Mstep: Class 25 contains 11602 members 
Mstep: Class 26 contains 13132 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696080.000000 Penalty: 95705.312500
Iteration 151Q: 28 clusters Score -1.946961e+08 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 105948 members 
Mstep: Class 3 contains 5585 members 
Mstep: Class 4 contains 84867 members 
Mstep: Class 5 contains 82666 members 
Mstep: Class 6 contains 32743 members 
Mstep: Class 7 contains 164246 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 165792 members 
Mstep: Class 13 contains 68113 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 9055 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 184219 members 
Mstep: Class 19 contains 167531 members 
Mstep: Class 20 contains 167920 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52523 members 
Mstep: Class 23 contains 81652 members 
Mstep: Class 24 contains 150366 members 
Mstep: Class 25 contains 11578 members 
Mstep: Class 26 contains 13136 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696512.000000 Penalty: 95705.312500
Iteration 152Q: 28 clusters Score -1.946965e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 105251 members 
Mstep: Class 3 contains 5586 members 
Mstep: Class 4 contains 84954 members 
Mstep: Class 5 contains 82627 members 
Mstep: Class 6 contains 32697 members 
Mstep: Class 7 contains 164394 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2500 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 165931 members 
Mstep: Class 13 contains 68140 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 9012 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 184072 members 
Mstep: Class 19 contains 168225 members 
Mstep: Class 20 contains 167668 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52579 members 
Mstep: Class 23 contains 81744 members 
Mstep: Class 24 contains 150347 members 
Mstep: Class 25 contains 11549 members 
Mstep: Class 26 contains 13154 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697312.000000 Penalty: 95705.312500
Iteration 153Q: 28 clusters Score -1.946973e+08 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 104677 members 
Mstep: Class 3 contains 5588 members 
Mstep: Class 4 contains 85029 members 
Mstep: Class 5 contains 82596 members 
Mstep: Class 6 contains 32672 members 
Mstep: Class 7 contains 164526 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 165970 members 
Mstep: Class 13 contains 68171 members 
Mstep: Class 14 contains 45600 members 
Mstep: Class 15 contains 8982 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 183874 members 
Mstep: Class 19 contains 168893 members 
Mstep: Class 20 contains 167426 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52635 members 
Mstep: Class 23 contains 81823 members 
Mstep: Class 24 contains 150387 members 
Mstep: Class 25 contains 11521 members 
Mstep: Class 26 contains 13159 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697296.000000 Penalty: 95705.312500
Iteration 154Q: 28 clusters Score -1.946973e+08 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 104172 members 
Mstep: Class 3 contains 5588 members 
Mstep: Class 4 contains 85098 members 
Mstep: Class 5 contains 82566 members 
Mstep: Class 6 contains 32643 members 
Mstep: Class 7 contains 164623 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 166067 members 
Mstep: Class 13 contains 68206 members 
Mstep: Class 14 contains 45603 members 
Mstep: Class 15 contains 8950 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 183667 members 
Mstep: Class 19 contains 169535 members 
Mstep: Class 20 contains 167122 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52687 members 
Mstep: Class 23 contains 81899 members 
Mstep: Class 24 contains 150461 members 
Mstep: Class 25 contains 11501 members 
Mstep: Class 26 contains 13159 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696784.000000 Penalty: 95705.312500
Iteration 155Q: 28 clusters Score -1.946968e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 103682 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 85139 members 
Mstep: Class 5 contains 82526 members 
Mstep: Class 6 contains 32612 members 
Mstep: Class 7 contains 164708 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 900 members 
Mstep: Class 12 contains 166052 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 45620 members 
Mstep: Class 15 contains 8930 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 183502 members 
Mstep: Class 19 contains 170210 members 
Mstep: Class 20 contains 166906 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52715 members 
Mstep: Class 23 contains 81970 members 
Mstep: Class 24 contains 150525 members 
Mstep: Class 25 contains 11487 members 
Mstep: Class 26 contains 13145 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697408.000000 Penalty: 95705.312500
Iteration 156Q: 28 clusters Score -1.946974e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 103196 members 
Mstep: Class 3 contains 5598 members 
Mstep: Class 4 contains 85143 members 
Mstep: Class 5 contains 82475 members 
Mstep: Class 6 contains 32604 members 
Mstep: Class 7 contains 164769 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 166041 members 
Mstep: Class 13 contains 68282 members 
Mstep: Class 14 contains 45632 members 
Mstep: Class 15 contains 8906 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 183342 members 
Mstep: Class 19 contains 170865 members 
Mstep: Class 20 contains 166691 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52739 members 
Mstep: Class 23 contains 82052 members 
Mstep: Class 24 contains 150617 members 
Mstep: Class 25 contains 11471 members 
Mstep: Class 26 contains 13145 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697488.000000 Penalty: 95705.312500
Iteration 157Q: 28 clusters Score -1.946975e+08 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 102769 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 85168 members 
Mstep: Class 5 contains 82426 members 
Mstep: Class 6 contains 32555 members 
Mstep: Class 7 contains 164764 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 166040 members 
Mstep: Class 13 contains 68296 members 
Mstep: Class 14 contains 45626 members 
Mstep: Class 15 contains 8872 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 183278 members 
Mstep: Class 19 contains 171418 members 
Mstep: Class 20 contains 166546 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52781 members 
Mstep: Class 23 contains 82106 members 
Mstep: Class 24 contains 150733 members 
Mstep: Class 25 contains 11456 members 
Mstep: Class 26 contains 13127 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696528.000000 Penalty: 95705.312500
Iteration 158Q: 28 clusters Score -1.946965e+08 nChanged 5256
Entering ConstructFrom: 
Score: -194696528.000000 Penalty: 95705.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -236645.453125 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -236645.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -234074.312500 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -234074.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -234561.078125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -234561.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234667.953125 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -234668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -234722.406250 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -234722.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -234748.062500 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -234748.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -234767.484375 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -234767.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -234790.890625 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -234790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234804.156250 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -234804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -234813.140625 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -234813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -234821.703125 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -234821.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -234833.046875 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -234833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234842.562500 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -234842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -234851.421875 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -234851.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -234860.250000 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -234860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -234865.921875 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -234865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234867.265625 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -234867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -234867.265625 Penalty: 3749.800049
	Iteration 16F: 3 clusters Score -234867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102364 members 
Entering Unmasked Estep 
Score: -12740730.000000 Penalty: 2861.000000
	Iteration 0F: 2 clusters Score -1.274073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -12672357.000000 Penalty: 5722.000000
	Iteration 0F: 3 clusters Score -1.267236e+07 nChanged 48359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -12700127.000000 Penalty: 5722.000000
	Iteration 1F: 3 clusters Score -1.270013e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -12701261.000000 Penalty: 5722.000000
	Iteration 2Q: 3 clusters Score -1.270126e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -12702808.000000 Penalty: 5722.000000
	Iteration 3Q: 3 clusters Score -1.270281e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -12704975.000000 Penalty: 5722.000000
	Iteration 4Q: 3 clusters Score -1.270498e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -12708259.000000 Penalty: 5722.000000
	Iteration 5F: 3 clusters Score -1.270826e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -12712660.000000 Penalty: 5722.000000
	Iteration 6F: 3 clusters Score -1.271266e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -12717872.000000 Penalty: 5722.000000
	Iteration 7F: 3 clusters Score -1.271787e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -12722528.000000 Penalty: 5722.000000
	Iteration 8F: 3 clusters Score -1.272253e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -12724988.000000 Penalty: 5722.000000
	Iteration 9F: 3 clusters Score -1.272499e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -12726159.000000 Penalty: 5722.000000
	Iteration 10Q: 3 clusters Score -1.272616e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -12726701.000000 Penalty: 5722.000000
	Iteration 11Q: 3 clusters Score -1.27267e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -12727101.000000 Penalty: 5722.000000
	Iteration 12Q: 3 clusters Score -1.27271e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -12727622.000000 Penalty: 5722.000000
	Iteration 13Q: 3 clusters Score -1.272762e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -12728164.000000 Penalty: 5722.000000
	Iteration 14Q: 3 clusters Score -1.272816e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -12728688.000000 Penalty: 5722.000000
	Iteration 15Q: 3 clusters Score -1.272869e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -12729250.000000 Penalty: 5722.000000
	Iteration 16Q: 3 clusters Score -1.272925e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -12729756.000000 Penalty: 5722.000000
	Iteration 17Q: 3 clusters Score -1.272976e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -12730176.000000 Penalty: 5722.000000
	Iteration 18Q: 3 clusters Score -1.273018e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -12730678.000000 Penalty: 5722.000000
	Iteration 19Q: 3 clusters Score -1.273068e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -12731007.000000 Penalty: 5722.000000
	Iteration 20F: 3 clusters Score -1.273101e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -12731299.000000 Penalty: 5722.000000
	Iteration 21Q: 3 clusters Score -1.27313e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -12731705.000000 Penalty: 5722.000000
	Iteration 22Q: 3 clusters Score -1.27317e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -12732110.000000 Penalty: 5722.000000
	Iteration 23Q: 3 clusters Score -1.273211e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -12732466.000000 Penalty: 5722.000000
	Iteration 24Q: 3 clusters Score -1.273247e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -12732699.000000 Penalty: 5722.000000
	Iteration 25Q: 3 clusters Score -1.27327e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -12733038.000000 Penalty: 5722.000000
	Iteration 26Q: 3 clusters Score -1.273304e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -12733306.000000 Penalty: 5722.000000
	Iteration 27Q: 3 clusters Score -1.273331e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -12733672.000000 Penalty: 5722.000000
	Iteration 28Q: 3 clusters Score -1.273367e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84852 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -12733961.000000 Penalty: 5722.000000
	Iteration 29Q: 3 clusters Score -1.273396e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -12734258.000000 Penalty: 5722.000000
	Iteration 30Q: 3 clusters Score -1.273426e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -12734607.000000 Penalty: 5722.000000
	Iteration 31Q: 3 clusters Score -1.273461e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -12734914.000000 Penalty: 5722.000000
	Iteration 32Q: 3 clusters Score -1.273491e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88880 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -12735151.000000 Penalty: 5722.000000
	Iteration 33Q: 3 clusters Score -1.273515e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -12735435.000000 Penalty: 5722.000000
	Iteration 34Q: 3 clusters Score -1.273544e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -12735669.000000 Penalty: 5722.000000
	Iteration 35Q: 3 clusters Score -1.273567e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -12735887.000000 Penalty: 5722.000000
	Iteration 36Q: 3 clusters Score -1.273589e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -12736026.000000 Penalty: 5722.000000
	Iteration 37Q: 3 clusters Score -1.273603e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -12736306.000000 Penalty: 5722.000000
	Iteration 38Q: 3 clusters Score -1.273631e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -12736424.000000 Penalty: 5722.000000
	Iteration 39Q: 3 clusters Score -1.273642e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -12736588.000000 Penalty: 5722.000000
	Iteration 40F: 3 clusters Score -1.273659e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -12736709.000000 Penalty: 5722.000000
	Iteration 41Q: 3 clusters Score -1.273671e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -12736873.000000 Penalty: 5722.000000
	Iteration 42Q: 3 clusters Score -1.273687e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -12736942.000000 Penalty: 5722.000000
	Iteration 43Q: 3 clusters Score -1.273694e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -12737044.000000 Penalty: 5722.000000
	Iteration 44Q: 3 clusters Score -1.273704e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -12737161.000000 Penalty: 5722.000000
	Iteration 45Q: 3 clusters Score -1.273716e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -12737328.000000 Penalty: 5722.000000
	Iteration 46Q: 3 clusters Score -1.273733e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -12737470.000000 Penalty: 5722.000000
	Iteration 47Q: 3 clusters Score -1.273747e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -12737573.000000 Penalty: 5722.000000
	Iteration 48Q: 3 clusters Score -1.273757e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98052 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -12737635.000000 Penalty: 5722.000000
	Iteration 49Q: 3 clusters Score -1.273764e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -12737752.000000 Penalty: 5722.000000
	Iteration 50Q: 3 clusters Score -1.273775e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -12737810.000000 Penalty: 5722.000000
	Iteration 51Q: 3 clusters Score -1.273781e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -12737843.000000 Penalty: 5722.000000
	Iteration 52Q: 3 clusters Score -1.273784e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98987 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -12737880.000000 Penalty: 5722.000000
	Iteration 53Q: 3 clusters Score -1.273788e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -12737901.000000 Penalty: 5722.000000
	Iteration 54Q: 3 clusters Score -1.27379e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -12737971.000000 Penalty: 5722.000000
	Iteration 55Q: 3 clusters Score -1.273797e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -12737994.000000 Penalty: 5722.000000
	Iteration 56Q: 3 clusters Score -1.273799e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -12738003.000000 Penalty: 5722.000000
	Iteration 57Q: 3 clusters Score -1.2738e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -12738014.000000 Penalty: 5722.000000
	Iteration 58Q: 3 clusters Score -1.273801e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -12738013.000000 Penalty: 5722.000000
	Iteration 59Q: 3 clusters Score -1.273801e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -12738054.000000 Penalty: 5722.000000
	Iteration 60F: 3 clusters Score -1.273805e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12738091.000000 Penalty: 5722.000000
	Iteration 61Q: 3 clusters Score -1.273809e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12738071.000000 Penalty: 5722.000000
	Iteration 62Q: 3 clusters Score -1.273807e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -12738083.000000 Penalty: 5722.000000
	Iteration 63Q: 3 clusters Score -1.273808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -12738106.000000 Penalty: 5722.000000
	Iteration 64Q: 3 clusters Score -1.273811e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12738121.000000 Penalty: 5722.000000
	Iteration 65Q: 3 clusters Score -1.273812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12738156.000000 Penalty: 5722.000000
	Iteration 66Q: 3 clusters Score -1.273816e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -12738152.000000 Penalty: 5722.000000
	Iteration 67Q: 3 clusters Score -1.273815e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -12738144.000000 Penalty: 5722.000000
	Iteration 68Q: 3 clusters Score -1.273814e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -12738190.000000 Penalty: 5722.000000
	Iteration 69Q: 3 clusters Score -1.273819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -12738220.000000 Penalty: 5722.000000
	Iteration 70Q: 3 clusters Score -1.273822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -12738241.000000 Penalty: 5722.000000
	Iteration 71Q: 3 clusters Score -1.273824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12738226.000000 Penalty: 5722.000000
	Iteration 72Q: 3 clusters Score -1.273823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100542 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -12738232.000000 Penalty: 5722.000000
	Iteration 73Q: 3 clusters Score -1.273823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12738234.000000 Penalty: 5722.000000
	Iteration 74Q: 3 clusters Score -1.273823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12738244.000000 Penalty: 5722.000000
	Iteration 75Q: 3 clusters Score -1.273824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12738266.000000 Penalty: 5722.000000
	Iteration 76Q: 3 clusters Score -1.273827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100665 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -12738257.000000 Penalty: 5722.000000
	Iteration 77Q: 3 clusters Score -1.273826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12738267.000000 Penalty: 5722.000000
	Iteration 78Q: 3 clusters Score -1.273827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -12738270.000000 Penalty: 5722.000000
	Iteration 79Q: 3 clusters Score -1.273827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -12738294.000000 Penalty: 5722.000000
	Iteration 80F: 3 clusters Score -1.273829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12738302.000000 Penalty: 5722.000000
	Iteration 81Q: 3 clusters Score -1.27383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -12738305.000000 Penalty: 5722.000000
	Iteration 82Q: 3 clusters Score -1.27383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -12738327.000000 Penalty: 5722.000000
	Iteration 83Q: 3 clusters Score -1.273833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -12738327.000000 Penalty: 5722.000000
	Iteration 84Q: 3 clusters Score -1.273833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -12738341.000000 Penalty: 5722.000000
	Iteration 85Q: 3 clusters Score -1.273834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12738371.000000 Penalty: 5722.000000
	Iteration 86Q: 3 clusters Score -1.273837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -12738369.000000 Penalty: 5722.000000
	Iteration 87Q: 3 clusters Score -1.273837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12738372.000000 Penalty: 5722.000000
	Iteration 88Q: 3 clusters Score -1.273837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -12738380.000000 Penalty: 5722.000000
	Iteration 89Q: 3 clusters Score -1.273838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -12738374.000000 Penalty: 5722.000000
	Iteration 90Q: 3 clusters Score -1.273837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -12738374.000000 Penalty: 5722.000000
	Iteration 91Q: 3 clusters Score -1.273837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12738362.000000 Penalty: 5722.000000
	Iteration 92Q: 3 clusters Score -1.273836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12738365.000000 Penalty: 5722.000000
	Iteration 93Q: 3 clusters Score -1.273836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -12738352.000000 Penalty: 5722.000000
	Iteration 94Q: 3 clusters Score -1.273835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -12738378.000000 Penalty: 5722.000000
	Iteration 95Q: 3 clusters Score -1.273838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12738378.000000 Penalty: 5722.000000
	Iteration 96Q: 3 clusters Score -1.273838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12738391.000000 Penalty: 5722.000000
	Iteration 97Q: 3 clusters Score -1.273839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -12738384.000000 Penalty: 5722.000000
	Iteration 98Q: 3 clusters Score -1.273838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -12738398.000000 Penalty: 5722.000000
	Iteration 99Q: 3 clusters Score -1.27384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101011 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -12738390.000000 Penalty: 5722.000000
	Iteration 100F: 3 clusters Score -1.273839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -12738383.000000 Penalty: 5722.000000
	Iteration 101Q: 3 clusters Score -1.273838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12738386.000000 Penalty: 5722.000000
	Iteration 102Q: 3 clusters Score -1.273839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12738390.000000 Penalty: 5722.000000
	Iteration 103Q: 3 clusters Score -1.273839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12738397.000000 Penalty: 5722.000000
	Iteration 104Q: 3 clusters Score -1.27384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -12738406.000000 Penalty: 5722.000000
	Iteration 105Q: 3 clusters Score -1.273841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12738412.000000 Penalty: 5722.000000
	Iteration 106Q: 3 clusters Score -1.273841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12738414.000000 Penalty: 5722.000000
	Iteration 107Q: 3 clusters Score -1.273841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12738407.000000 Penalty: 5722.000000
	Iteration 108Q: 3 clusters Score -1.273841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -12738403.000000 Penalty: 5722.000000
	Iteration 109Q: 3 clusters Score -1.27384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -12738396.000000 Penalty: 5722.000000
	Iteration 110Q: 3 clusters Score -1.27384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12738405.000000 Penalty: 5722.000000
	Iteration 111Q: 3 clusters Score -1.27384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12738398.000000 Penalty: 5722.000000
	Iteration 112Q: 3 clusters Score -1.27384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101089 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12738406.000000 Penalty: 5722.000000
	Iteration 113Q: 3 clusters Score -1.273841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -12738399.000000 Penalty: 5722.000000
	Iteration 114Q: 3 clusters Score -1.27384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -12738390.000000 Penalty: 5722.000000
	Iteration 115Q: 3 clusters Score -1.273839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -12738392.000000 Penalty: 5722.000000
	Iteration 116Q: 3 clusters Score -1.273839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101105 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -12738404.000000 Penalty: 5722.000000
	Iteration 117Q: 3 clusters Score -1.27384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101108 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -12738403.000000 Penalty: 5722.000000
	Iteration 118Q: 3 clusters Score -1.27384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101113 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12738408.000000 Penalty: 5722.000000
	Iteration 119Q: 3 clusters Score -1.273841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12738408.000000 Penalty: 5722.000000
	Iteration 120F: 3 clusters Score -1.273841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -12738399.000000 Penalty: 5722.000000
	Iteration 121Q: 3 clusters Score -1.27384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101126 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12738420.000000 Penalty: 5722.000000
	Iteration 122Q: 3 clusters Score -1.273842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -12738418.000000 Penalty: 5722.000000
	Iteration 123Q: 3 clusters Score -1.273842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -12738400.000000 Penalty: 5722.000000
	Iteration 124Q: 3 clusters Score -1.27384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101151 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12738414.000000 Penalty: 5722.000000
	Iteration 125Q: 3 clusters Score -1.273841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12738427.000000 Penalty: 5722.000000
	Iteration 126Q: 3 clusters Score -1.273843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101164 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -12738435.000000 Penalty: 5722.000000
	Iteration 127Q: 3 clusters Score -1.273844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12738439.000000 Penalty: 5722.000000
	Iteration 128Q: 3 clusters Score -1.273844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -12738433.000000 Penalty: 5722.000000
	Iteration 129Q: 3 clusters Score -1.273843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101178 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -12738421.000000 Penalty: 5722.000000
	Iteration 130Q: 3 clusters Score -1.273842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101181 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -12738418.000000 Penalty: 5722.000000
	Iteration 131Q: 3 clusters Score -1.273842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -12738417.000000 Penalty: 5722.000000
	Iteration 132Q: 3 clusters Score -1.273842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101193 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12738414.000000 Penalty: 5722.000000
	Iteration 133Q: 3 clusters Score -1.273841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12738412.000000 Penalty: 5722.000000
	Iteration 134Q: 3 clusters Score -1.273841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -12738417.000000 Penalty: 5722.000000
	Iteration 135Q: 3 clusters Score -1.273842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12738409.000000 Penalty: 5722.000000
	Iteration 136Q: 3 clusters Score -1.273841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12738413.000000 Penalty: 5722.000000
	Iteration 137Q: 3 clusters Score -1.273841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -12738419.000000 Penalty: 5722.000000
	Iteration 138Q: 3 clusters Score -1.273842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101199 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12738413.000000 Penalty: 5722.000000
	Iteration 139Q: 3 clusters Score -1.273841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -12738423.000000 Penalty: 5722.000000
	Iteration 140F: 3 clusters Score -1.273842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12738418.000000 Penalty: 5722.000000
	Iteration 141Q: 3 clusters Score -1.273842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12738419.000000 Penalty: 5722.000000
	Iteration 142Q: 3 clusters Score -1.273842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12738417.000000 Penalty: 5722.000000
	Iteration 143Q: 3 clusters Score -1.273842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12738416.000000 Penalty: 5722.000000
	Iteration 144Q: 3 clusters Score -1.273842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101203 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -12738416.000000 Penalty: 5722.000000
	Iteration 145F: 3 clusters Score -1.273842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -650986.437500 Penalty: 2140.988525
	Iteration 0F: 2 clusters Score -650986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -646093.125000 Penalty: 4281.977051
	Iteration 0F: 3 clusters Score -646093.1 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -647391.625000 Penalty: 4281.977051
	Iteration 1F: 3 clusters Score -647391.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -647728.062500 Penalty: 4281.977051
	Iteration 2F: 3 clusters Score -647728.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -647990.125000 Penalty: 4281.977051
	Iteration 3F: 3 clusters Score -647990.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -648219.312500 Penalty: 4281.977051
	Iteration 4F: 3 clusters Score -648219.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -648428.312500 Penalty: 4281.977051
	Iteration 5F: 3 clusters Score -648428.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -648581.250000 Penalty: 4281.977051
	Iteration 6Q: 3 clusters Score -648581.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -648701.000000 Penalty: 4281.977051
	Iteration 7Q: 3 clusters Score -648701 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -648810.812500 Penalty: 4281.977051
	Iteration 8Q: 3 clusters Score -648810.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -648898.937500 Penalty: 4281.977051
	Iteration 9Q: 3 clusters Score -648898.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -648970.750000 Penalty: 4281.977051
	Iteration 10Q: 3 clusters Score -648970.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -649020.812500 Penalty: 4281.977051
	Iteration 11Q: 3 clusters Score -649020.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -649063.062500 Penalty: 4281.977051
	Iteration 12Q: 3 clusters Score -649063.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -649103.187500 Penalty: 4281.977051
	Iteration 13Q: 3 clusters Score -649103.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -649133.812500 Penalty: 4281.977051
	Iteration 14Q: 3 clusters Score -649133.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -649162.187500 Penalty: 4281.977051
	Iteration 15Q: 3 clusters Score -649162.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -649190.250000 Penalty: 4281.977051
	Iteration 16Q: 3 clusters Score -649190.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -649212.750000 Penalty: 4281.977051
	Iteration 17Q: 3 clusters Score -649212.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -649234.500000 Penalty: 4281.977051
	Iteration 18Q: 3 clusters Score -649234.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -649260.375000 Penalty: 4281.977051
	Iteration 19Q: 3 clusters Score -649260.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -649279.687500 Penalty: 4281.977051
	Iteration 20F: 3 clusters Score -649279.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -649298.375000 Penalty: 4281.977051
	Iteration 21Q: 3 clusters Score -649298.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -649317.437500 Penalty: 4281.977051
	Iteration 22Q: 3 clusters Score -649317.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -649334.375000 Penalty: 4281.977051
	Iteration 23Q: 3 clusters Score -649334.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -649351.937500 Penalty: 4281.977051
	Iteration 24Q: 3 clusters Score -649351.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -649373.875000 Penalty: 4281.977051
	Iteration 25Q: 3 clusters Score -649373.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -649395.687500 Penalty: 4281.977051
	Iteration 26Q: 3 clusters Score -649395.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -649406.562500 Penalty: 4281.977051
	Iteration 27Q: 3 clusters Score -649406.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -649417.187500 Penalty: 4281.977051
	Iteration 28Q: 3 clusters Score -649417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -649426.125000 Penalty: 4281.977051
	Iteration 29Q: 3 clusters Score -649426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -649440.562500 Penalty: 4281.977051
	Iteration 30Q: 3 clusters Score -649440.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -649443.875000 Penalty: 4281.977051
	Iteration 31Q: 3 clusters Score -649443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -649447.437500 Penalty: 4281.977051
	Iteration 32Q: 3 clusters Score -649447.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -649449.750000 Penalty: 4281.977051
	Iteration 33Q: 3 clusters Score -649449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -649450.937500 Penalty: 4281.977051
	Iteration 34Q: 3 clusters Score -649450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -649451.750000 Penalty: 4281.977051
	Iteration 35Q: 3 clusters Score -649451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -649451.625000 Penalty: 4281.977051
	Iteration 36Q: 3 clusters Score -649451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -649451.687500 Penalty: 4281.977051
	Iteration 37Q: 3 clusters Score -649451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -649453.125000 Penalty: 4281.977051
	Iteration 38Q: 3 clusters Score -649453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -649456.187500 Penalty: 4281.977051
	Iteration 39Q: 3 clusters Score -649456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -649456.187500 Penalty: 4281.977051
	Iteration 40F: 3 clusters Score -649456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -649456.625000 Penalty: 4281.977051
	Iteration 41Q: 3 clusters Score -649456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -649455.312500 Penalty: 4281.977051
	Iteration 42Q: 3 clusters Score -649455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -649455.312500 Penalty: 4281.977051
	Iteration 43F: 3 clusters Score -649455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (85212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Entering Unmasked Estep 
Score: -10599669.000000 Penalty: 2815.518555
	Iteration 0F: 2 clusters Score -1.059967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -10542581.000000 Penalty: 5631.037109
	Iteration 0F: 3 clusters Score -1.054258e+07 nChanged 40313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -10565086.000000 Penalty: 5631.037109
	Iteration 1F: 3 clusters Score -1.056509e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -10566019.000000 Penalty: 5631.037109
	Iteration 2Q: 3 clusters Score -1.056602e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -10567070.000000 Penalty: 5631.037109
	Iteration 3Q: 3 clusters Score -1.056707e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -10568680.000000 Penalty: 5631.037109
	Iteration 4Q: 3 clusters Score -1.056868e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -10571215.000000 Penalty: 5631.037109
	Iteration 5F: 3 clusters Score -1.057122e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -10575498.000000 Penalty: 5631.037109
	Iteration 6F: 3 clusters Score -1.05755e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -10581010.000000 Penalty: 5631.037109
	Iteration 7F: 3 clusters Score -1.058101e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 70187 members 
Entering Unmasked Estep 
Score: -10586766.000000 Penalty: 5631.037109
	Iteration 8F: 3 clusters Score -1.058677e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -10591247.000000 Penalty: 5631.037109
	Iteration 9F: 3 clusters Score -1.059125e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -10594083.000000 Penalty: 5631.037109
	Iteration 10Q: 3 clusters Score -1.059408e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -10595458.000000 Penalty: 5631.037109
	Iteration 11Q: 3 clusters Score -1.059546e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -10596045.000000 Penalty: 5631.037109
	Iteration 12Q: 3 clusters Score -1.059604e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -10596417.000000 Penalty: 5631.037109
	Iteration 13Q: 3 clusters Score -1.059642e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 79864 members 
Entering Unmasked Estep 
Score: -10596698.000000 Penalty: 5631.037109
	Iteration 14Q: 3 clusters Score -1.05967e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -10596862.000000 Penalty: 5631.037109
	Iteration 15Q: 3 clusters Score -1.059686e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -10596938.000000 Penalty: 5631.037109
	Iteration 16Q: 3 clusters Score -1.059694e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10597012.000000 Penalty: 5631.037109
	Iteration 17Q: 3 clusters Score -1.059701e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -10597123.000000 Penalty: 5631.037109
	Iteration 18Q: 3 clusters Score -1.059712e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10597212.000000 Penalty: 5631.037109
	Iteration 19Q: 3 clusters Score -1.059721e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -10597267.000000 Penalty: 5631.037109
	Iteration 20F: 3 clusters Score -1.059727e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -10597346.000000 Penalty: 5631.037109
	Iteration 21Q: 3 clusters Score -1.059735e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -10597418.000000 Penalty: 5631.037109
	Iteration 22Q: 3 clusters Score -1.059742e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10597476.000000 Penalty: 5631.037109
	Iteration 23Q: 3 clusters Score -1.059748e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 82288 members 
Entering Unmasked Estep 
Score: -10597530.000000 Penalty: 5631.037109
	Iteration 24Q: 3 clusters Score -1.059753e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -10597557.000000 Penalty: 5631.037109
	Iteration 25Q: 3 clusters Score -1.059756e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -10597599.000000 Penalty: 5631.037109
	Iteration 26Q: 3 clusters Score -1.05976e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -10597579.000000 Penalty: 5631.037109
	Iteration 27Q: 3 clusters Score -1.059758e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -10597611.000000 Penalty: 5631.037109
	Iteration 28Q: 3 clusters Score -1.059761e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -10597625.000000 Penalty: 5631.037109
	Iteration 29Q: 3 clusters Score -1.059762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -10597635.000000 Penalty: 5631.037109
	Iteration 30Q: 3 clusters Score -1.059764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -10597666.000000 Penalty: 5631.037109
	Iteration 31Q: 3 clusters Score -1.059767e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -10597689.000000 Penalty: 5631.037109
	Iteration 32Q: 3 clusters Score -1.059769e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -10597684.000000 Penalty: 5631.037109
	Iteration 33Q: 3 clusters Score -1.059768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -10597697.000000 Penalty: 5631.037109
	Iteration 34Q: 3 clusters Score -1.05977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -10597691.000000 Penalty: 5631.037109
	Iteration 35Q: 3 clusters Score -1.059769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -10597710.000000 Penalty: 5631.037109
	Iteration 36Q: 3 clusters Score -1.059771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -10597722.000000 Penalty: 5631.037109
	Iteration 37Q: 3 clusters Score -1.059772e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -10597713.000000 Penalty: 5631.037109
	Iteration 38Q: 3 clusters Score -1.059771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -10597719.000000 Penalty: 5631.037109
	Iteration 39Q: 3 clusters Score -1.059772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 82932 members 
Entering Unmasked Estep 
Score: -10597711.000000 Penalty: 5631.037109
	Iteration 40F: 3 clusters Score -1.059771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -10597715.000000 Penalty: 5631.037109
	Iteration 41Q: 3 clusters Score -1.059772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10597710.000000 Penalty: 5631.037109
	Iteration 42Q: 3 clusters Score -1.059771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -10597708.000000 Penalty: 5631.037109
	Iteration 43Q: 3 clusters Score -1.059771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -10597726.000000 Penalty: 5631.037109
	Iteration 44Q: 3 clusters Score -1.059773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -10597721.000000 Penalty: 5631.037109
	Iteration 45Q: 3 clusters Score -1.059772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -10597718.000000 Penalty: 5631.037109
	Iteration 46Q: 3 clusters Score -1.059772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -10597729.000000 Penalty: 5631.037109
	Iteration 47Q: 3 clusters Score -1.059773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -10597701.000000 Penalty: 5631.037109
	Iteration 48Q: 3 clusters Score -1.05977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -10597711.000000 Penalty: 5631.037109
	Iteration 49Q: 3 clusters Score -1.059771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -10597715.000000 Penalty: 5631.037109
	Iteration 50Q: 3 clusters Score -1.059772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -10597716.000000 Penalty: 5631.037109
	Iteration 51Q: 3 clusters Score -1.059772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -10597711.000000 Penalty: 5631.037109
	Iteration 52Q: 3 clusters Score -1.059771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -10597712.000000 Penalty: 5631.037109
	Iteration 53Q: 3 clusters Score -1.059771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -10597712.000000 Penalty: 5631.037109
	Iteration 54Q: 3 clusters Score -1.059771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -10597717.000000 Penalty: 5631.037109
	Iteration 55Q: 3 clusters Score -1.059772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -10597713.000000 Penalty: 5631.037109
	Iteration 56Q: 3 clusters Score -1.059771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -10597717.000000 Penalty: 5631.037109
	Iteration 57Q: 3 clusters Score -1.059772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -10597721.000000 Penalty: 5631.037109
	Iteration 58Q: 3 clusters Score -1.059772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -10597715.000000 Penalty: 5631.037109
	Iteration 59Q: 3 clusters Score -1.059772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -10597725.000000 Penalty: 5631.037109
	Iteration 60F: 3 clusters Score -1.059772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -10597722.000000 Penalty: 5631.037109
	Iteration 61Q: 3 clusters Score -1.059772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -10597722.000000 Penalty: 5631.037109
	Iteration 62Q: 3 clusters Score -1.059772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -10597730.000000 Penalty: 5631.037109
	Iteration 63Q: 3 clusters Score -1.059773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -10597727.000000 Penalty: 5631.037109
	Iteration 64Q: 3 clusters Score -1.059773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -10597721.000000 Penalty: 5631.037109
	Iteration 65Q: 3 clusters Score -1.059772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -10597721.000000 Penalty: 5631.037109
	Iteration 66F: 3 clusters Score -1.059772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Entering Unmasked Estep 
Score: -9805806.000000 Penalty: 2807.136230
	Iteration 0F: 2 clusters Score -9805806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -9750703.000000 Penalty: 5614.272461
	Iteration 0F: 3 clusters Score -9750703 nChanged 38722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -9772704.000000 Penalty: 5614.272461
	Iteration 1F: 3 clusters Score -9772704 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -9773481.000000 Penalty: 5614.272461
	Iteration 2Q: 3 clusters Score -9773481 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9774515.000000 Penalty: 5614.272461
	Iteration 3Q: 3 clusters Score -9774515 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -9776382.000000 Penalty: 5614.272461
	Iteration 4Q: 3 clusters Score -9776382 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -9779365.000000 Penalty: 5614.272461
	Iteration 5F: 3 clusters Score -9779365 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -9784073.000000 Penalty: 5614.272461
	Iteration 6F: 3 clusters Score -9784073 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -9790678.000000 Penalty: 5614.272461
	Iteration 7F: 3 clusters Score -9790678 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75462 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -9797050.000000 Penalty: 5614.272461
	Iteration 8F: 3 clusters Score -9797050 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -9800988.000000 Penalty: 5614.272461
	Iteration 9Q: 3 clusters Score -9800988 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9802527.000000 Penalty: 5614.272461
	Iteration 10Q: 3 clusters Score -9802527 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9803044.000000 Penalty: 5614.272461
	Iteration 11Q: 3 clusters Score -9803044 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9803259.000000 Penalty: 5614.272461
	Iteration 12Q: 3 clusters Score -9803259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9803352.000000 Penalty: 5614.272461
	Iteration 13Q: 3 clusters Score -9803352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9803397.000000 Penalty: 5614.272461
	Iteration 14Q: 3 clusters Score -9803397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9803420.000000 Penalty: 5614.272461
	Iteration 15Q: 3 clusters Score -9803420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9803421.000000 Penalty: 5614.272461
	Iteration 16Q: 3 clusters Score -9803421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9803415.000000 Penalty: 5614.272461
	Iteration 17Q: 3 clusters Score -9803415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9803422.000000 Penalty: 5614.272461
	Iteration 18Q: 3 clusters Score -9803422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9803418.000000 Penalty: 5614.272461
	Iteration 19Q: 3 clusters Score -9803418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9803416.000000 Penalty: 5614.272461
	Iteration 20F: 3 clusters Score -9803416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9803418.000000 Penalty: 5614.272461
	Iteration 21Q: 3 clusters Score -9803418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9803428.000000 Penalty: 5614.272461
	Iteration 22Q: 3 clusters Score -9803428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9803426.000000 Penalty: 5614.272461
	Iteration 23Q: 3 clusters Score -9803426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9803432.000000 Penalty: 5614.272461
	Iteration 24Q: 3 clusters Score -9803432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9803445.000000 Penalty: 5614.272461
	Iteration 25Q: 3 clusters Score -9803445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9803433.000000 Penalty: 5614.272461
	Iteration 26Q: 3 clusters Score -9803433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9803433.000000 Penalty: 5614.272461
	Iteration 27F: 3 clusters Score -9803433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Entering Unmasked Estep 
Score: -3938211.000000 Penalty: 2576.509033
	Iteration 0F: 2 clusters Score -3938211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3915967.250000 Penalty: 5153.018066
	Iteration 0F: 3 clusters Score -3915967 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3923888.000000 Penalty: 5153.018066
	Iteration 1F: 3 clusters Score -3923888 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3924285.000000 Penalty: 5153.018066
	Iteration 2Q: 3 clusters Score -3924285 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3924617.000000 Penalty: 5153.018066
	Iteration 3Q: 3 clusters Score -3924617 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3924898.750000 Penalty: 5153.018066
	Iteration 4Q: 3 clusters Score -3924899 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3925204.750000 Penalty: 5153.018066
	Iteration 5Q: 3 clusters Score -3925205 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -3925555.250000 Penalty: 5153.018066
	Iteration 6Q: 3 clusters Score -3925555 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3926031.750000 Penalty: 5153.018066
	Iteration 7Q: 3 clusters Score -3926032 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3926553.500000 Penalty: 5153.018066
	Iteration 8Q: 3 clusters Score -3926554 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3927198.750000 Penalty: 5153.018066
	Iteration 9Q: 3 clusters Score -3927199 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3928099.500000 Penalty: 5153.018066
	Iteration 10Q: 3 clusters Score -3928100 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3929333.250000 Penalty: 5153.018066
	Iteration 11F: 3 clusters Score -3929333 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3930764.000000 Penalty: 5153.018066
	Iteration 12F: 3 clusters Score -3930764 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3932124.000000 Penalty: 5153.018066
	Iteration 13F: 3 clusters Score -3932124 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3933056.500000 Penalty: 5153.018066
	Iteration 14Q: 3 clusters Score -3933056 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3933632.250000 Penalty: 5153.018066
	Iteration 15Q: 3 clusters Score -3933632 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3934044.500000 Penalty: 5153.018066
	Iteration 16Q: 3 clusters Score -3934044 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3934370.250000 Penalty: 5153.018066
	Iteration 17Q: 3 clusters Score -3934370 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3934641.750000 Penalty: 5153.018066
	Iteration 18Q: 3 clusters Score -3934642 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3934846.500000 Penalty: 5153.018066
	Iteration 19Q: 3 clusters Score -3934846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3935019.000000 Penalty: 5153.018066
	Iteration 20F: 3 clusters Score -3935019 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3935183.500000 Penalty: 5153.018066
	Iteration 21Q: 3 clusters Score -3935184 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3935356.250000 Penalty: 5153.018066
	Iteration 22Q: 3 clusters Score -3935356 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3935457.250000 Penalty: 5153.018066
	Iteration 23Q: 3 clusters Score -3935457 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3935567.750000 Penalty: 5153.018066
	Iteration 24Q: 3 clusters Score -3935568 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3935638.500000 Penalty: 5153.018066
	Iteration 25Q: 3 clusters Score -3935638 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3935711.750000 Penalty: 5153.018066
	Iteration 26Q: 3 clusters Score -3935712 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -3935780.500000 Penalty: 5153.018066
	Iteration 27Q: 3 clusters Score -3935780 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3935834.250000 Penalty: 5153.018066
	Iteration 28Q: 3 clusters Score -3935834 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3935877.250000 Penalty: 5153.018066
	Iteration 29Q: 3 clusters Score -3935877 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3935919.750000 Penalty: 5153.018066
	Iteration 30Q: 3 clusters Score -3935920 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3935948.250000 Penalty: 5153.018066
	Iteration 31Q: 3 clusters Score -3935948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3935982.750000 Penalty: 5153.018066
	Iteration 32Q: 3 clusters Score -3935983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3936017.750000 Penalty: 5153.018066
	Iteration 33Q: 3 clusters Score -3936018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3936034.500000 Penalty: 5153.018066
	Iteration 34Q: 3 clusters Score -3936034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -3936064.250000 Penalty: 5153.018066
	Iteration 35Q: 3 clusters Score -3936064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3936089.500000 Penalty: 5153.018066
	Iteration 36Q: 3 clusters Score -3936090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3936101.000000 Penalty: 5153.018066
	Iteration 37Q: 3 clusters Score -3936101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3936110.500000 Penalty: 5153.018066
	Iteration 38Q: 3 clusters Score -3936110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3936133.000000 Penalty: 5153.018066
	Iteration 39Q: 3 clusters Score -3936133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3936139.750000 Penalty: 5153.018066
	Iteration 40F: 3 clusters Score -3936140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -3936144.000000 Penalty: 5153.018066
	Iteration 41Q: 3 clusters Score -3936144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3936147.250000 Penalty: 5153.018066
	Iteration 42Q: 3 clusters Score -3936147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3936165.250000 Penalty: 5153.018066
	Iteration 43Q: 3 clusters Score -3936165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3936172.000000 Penalty: 5153.018066
	Iteration 44Q: 3 clusters Score -3936172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3936178.250000 Penalty: 5153.018066
	Iteration 45Q: 3 clusters Score -3936178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3936184.500000 Penalty: 5153.018066
	Iteration 46Q: 3 clusters Score -3936184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -3936188.000000 Penalty: 5153.018066
	Iteration 47Q: 3 clusters Score -3936188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3936196.500000 Penalty: 5153.018066
	Iteration 48Q: 3 clusters Score -3936196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -3936200.500000 Penalty: 5153.018066
	Iteration 49Q: 3 clusters Score -3936200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3936201.500000 Penalty: 5153.018066
	Iteration 50Q: 3 clusters Score -3936202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -3936198.500000 Penalty: 5153.018066
	Iteration 51Q: 3 clusters Score -3936198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3936207.750000 Penalty: 5153.018066
	Iteration 52Q: 3 clusters Score -3936208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3936214.750000 Penalty: 5153.018066
	Iteration 53Q: 3 clusters Score -3936215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3936216.250000 Penalty: 5153.018066
	Iteration 54Q: 3 clusters Score -3936216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3936218.000000 Penalty: 5153.018066
	Iteration 55Q: 3 clusters Score -3936218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3936221.000000 Penalty: 5153.018066
	Iteration 56Q: 3 clusters Score -3936221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3936226.250000 Penalty: 5153.018066
	Iteration 57Q: 3 clusters Score -3936226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3936224.750000 Penalty: 5153.018066
	Iteration 58Q: 3 clusters Score -3936225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3936228.000000 Penalty: 5153.018066
	Iteration 59Q: 3 clusters Score -3936228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -3936234.000000 Penalty: 5153.018066
	Iteration 60F: 3 clusters Score -3936234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3936229.000000 Penalty: 5153.018066
	Iteration 61Q: 3 clusters Score -3936229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3936236.000000 Penalty: 5153.018066
	Iteration 62Q: 3 clusters Score -3936236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3936232.250000 Penalty: 5153.018066
	Iteration 63Q: 3 clusters Score -3936232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -3936233.250000 Penalty: 5153.018066
	Iteration 64Q: 3 clusters Score -3936233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3936238.250000 Penalty: 5153.018066
	Iteration 65Q: 3 clusters Score -3936238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3936243.250000 Penalty: 5153.018066
	Iteration 66Q: 3 clusters Score -3936243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3936243.250000 Penalty: 5153.018066
	Iteration 67F: 3 clusters Score -3936243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (164693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Entering Unmasked Estep 
Score: -20433206.000000 Penalty: 2978.935791
	Iteration 0F: 2 clusters Score -2.043321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -20325004.000000 Penalty: 5957.871582
	Iteration 0F: 3 clusters Score -2.0325e+07 nChanged 78868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -20370884.000000 Penalty: 5957.871582
	Iteration 1F: 3 clusters Score -2.037088e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -20372196.000000 Penalty: 5957.871582
	Iteration 2Q: 3 clusters Score -2.03722e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -20373870.000000 Penalty: 5957.871582
	Iteration 3Q: 3 clusters Score -2.037387e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91235 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -20376258.000000 Penalty: 5957.871582
	Iteration 4Q: 3 clusters Score -2.037626e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -20379764.000000 Penalty: 5957.871582
	Iteration 5Q: 3 clusters Score -2.037976e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101150 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -20384838.000000 Penalty: 5957.871582
	Iteration 6Q: 3 clusters Score -2.038484e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -20391458.000000 Penalty: 5957.871582
	Iteration 7F: 3 clusters Score -2.039146e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -20399002.000000 Penalty: 5957.871582
	Iteration 8F: 3 clusters Score -2.0399e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122412 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -20405898.000000 Penalty: 5957.871582
	Iteration 9F: 3 clusters Score -2.04059e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -20411460.000000 Penalty: 5957.871582
	Iteration 10Q: 3 clusters Score -2.041146e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133759 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -20415478.000000 Penalty: 5957.871582
	Iteration 11Q: 3 clusters Score -2.041548e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -20418568.000000 Penalty: 5957.871582
	Iteration 12Q: 3 clusters Score -2.041857e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -20421084.000000 Penalty: 5957.871582
	Iteration 13Q: 3 clusters Score -2.042108e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145892 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -20423276.000000 Penalty: 5957.871582
	Iteration 14Q: 3 clusters Score -2.042328e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149154 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -20424898.000000 Penalty: 5957.871582
	Iteration 15Q: 3 clusters Score -2.04249e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151977 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -20426096.000000 Penalty: 5957.871582
	Iteration 16Q: 3 clusters Score -2.04261e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -20427104.000000 Penalty: 5957.871582
	Iteration 17Q: 3 clusters Score -2.04271e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -20428062.000000 Penalty: 5957.871582
	Iteration 18Q: 3 clusters Score -2.042806e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -20428690.000000 Penalty: 5957.871582
	Iteration 19Q: 3 clusters Score -2.042869e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159059 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -20429152.000000 Penalty: 5957.871582
	Iteration 20F: 3 clusters Score -2.042915e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159998 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -20429534.000000 Penalty: 5957.871582
	Iteration 21Q: 3 clusters Score -2.042953e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160710 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -20429812.000000 Penalty: 5957.871582
	Iteration 22Q: 3 clusters Score -2.042981e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161219 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -20429982.000000 Penalty: 5957.871582
	Iteration 23Q: 3 clusters Score -2.042998e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161563 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -20430158.000000 Penalty: 5957.871582
	Iteration 24Q: 3 clusters Score -2.043016e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -20430316.000000 Penalty: 5957.871582
	Iteration 25Q: 3 clusters Score -2.043032e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -20430350.000000 Penalty: 5957.871582
	Iteration 26Q: 3 clusters Score -2.043035e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162246 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20430424.000000 Penalty: 5957.871582
	Iteration 27Q: 3 clusters Score -2.043042e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162396 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20430504.000000 Penalty: 5957.871582
	Iteration 28Q: 3 clusters Score -2.04305e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162520 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -20430534.000000 Penalty: 5957.871582
	Iteration 29Q: 3 clusters Score -2.043053e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162631 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -20430622.000000 Penalty: 5957.871582
	Iteration 30Q: 3 clusters Score -2.043062e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20430644.000000 Penalty: 5957.871582
	Iteration 31Q: 3 clusters Score -2.043064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -20430658.000000 Penalty: 5957.871582
	Iteration 32Q: 3 clusters Score -2.043066e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -20430706.000000 Penalty: 5957.871582
	Iteration 33Q: 3 clusters Score -2.043071e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162987 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -20430738.000000 Penalty: 5957.871582
	Iteration 34Q: 3 clusters Score -2.043074e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20430756.000000 Penalty: 5957.871582
	Iteration 35Q: 3 clusters Score -2.043076e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163090 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -20430790.000000 Penalty: 5957.871582
	Iteration 36Q: 3 clusters Score -2.043079e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20430814.000000 Penalty: 5957.871582
	Iteration 37Q: 3 clusters Score -2.043081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -20430820.000000 Penalty: 5957.871582
	Iteration 38Q: 3 clusters Score -2.043082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20430842.000000 Penalty: 5957.871582
	Iteration 39Q: 3 clusters Score -2.043084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163198 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -20430850.000000 Penalty: 5957.871582
	Iteration 40F: 3 clusters Score -2.043085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -20430850.000000 Penalty: 5957.871582
	Iteration 41Q: 3 clusters Score -2.043085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20430848.000000 Penalty: 5957.871582
	Iteration 42Q: 3 clusters Score -2.043085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20430850.000000 Penalty: 5957.871582
	Iteration 43Q: 3 clusters Score -2.043085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -20430830.000000 Penalty: 5957.871582
	Iteration 44Q: 3 clusters Score -2.043083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20430840.000000 Penalty: 5957.871582
	Iteration 45Q: 3 clusters Score -2.043084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20430854.000000 Penalty: 5957.871582
	Iteration 46Q: 3 clusters Score -2.043085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20430832.000000 Penalty: 5957.871582
	Iteration 47Q: 3 clusters Score -2.043083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163237 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -20430840.000000 Penalty: 5957.871582
	Iteration 48Q: 3 clusters Score -2.043084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20430852.000000 Penalty: 5957.871582
	Iteration 49Q: 3 clusters Score -2.043085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -20430854.000000 Penalty: 5957.871582
	Iteration 50Q: 3 clusters Score -2.043085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -20430852.000000 Penalty: 5957.871582
	Iteration 51Q: 3 clusters Score -2.043085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20430850.000000 Penalty: 5957.871582
	Iteration 52Q: 3 clusters Score -2.043085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20430854.000000 Penalty: 5957.871582
	Iteration 53Q: 3 clusters Score -2.043085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163244 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -20430860.000000 Penalty: 5957.871582
	Iteration 54Q: 3 clusters Score -2.043086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20430858.000000 Penalty: 5957.871582
	Iteration 55Q: 3 clusters Score -2.043086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20430858.000000 Penalty: 5957.871582
	Iteration 56F: 3 clusters Score -2.043086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -116060.140625 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -116060.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114100.898438 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -114100.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114533.757812 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -114533.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114751.781250 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -114751.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114909.421875 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -114909.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114991.945312 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -114991.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -115055.539062 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -115055.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115096.757812 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -115096.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -115141.734375 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -115141.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115166.906250 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -115166.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -115194.460938 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -115194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -115220.828125 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -115220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115252.492188 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -115252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -115297.539062 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -115297.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -115321.609375 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -115321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115330.054688 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -115330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115333.695312 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -115333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115335.156250 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -115335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -115339.156250 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -115339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -115340.921875 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -115340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115343.820312 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -115343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115351.953125 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -115352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115360.578125 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -115360.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -115370.625000 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -115370.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -115379.515625 Penalty: 3478.902100
	Iteration 23Q: 3 clusters Score -115379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115386.539062 Penalty: 3478.902100
	Iteration 24Q: 3 clusters Score -115386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115386.539062 Penalty: 3478.902100
	Iteration 25F: 3 clusters Score -115386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62641.996094 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62901.644531 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -62901.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63032.257812 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -63032.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63143.589844 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -63143.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63310.031250 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -63310.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63439.671875 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63439.67 nChanged 23
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: -63577.667969 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -63577.67 nChanged 26
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: -63772.355469 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63772.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64114.855469 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -64114.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64345.996094 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -64346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -64530.085938 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -64530.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64679.453125 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -64679.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64710.902344 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -64710.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -64749.371094 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -64749.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64776.496094 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -64776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64783.195312 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -64783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64787.671875 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -64787.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64829.492188 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -64829.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64829.492188 Penalty: 3192.330566
	Iteration 18F: 3 clusters Score -64829.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 85212 members 
Mstep: Class 5 contains 82380 members 
Mstep: Class 6 contains 32505 members 
Mstep: Class 7 contains 164693 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 166013 members 
Mstep: Class 13 contains 68319 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 8849 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 183320 members 
Mstep: Class 19 contains 171897 members 
Mstep: Class 20 contains 166413 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52811 members 
Mstep: Class 23 contains 82144 members 
Mstep: Class 24 contains 150842 members 
Mstep: Class 25 contains 11439 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 192 members 
Entering Unmasked Estep 
Score: -194694800.000000 Penalty: 99249.953125
Splitting cluster 9 changes total score from -194696528.000000 to -194694800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -309345.156250 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -309345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -306375.468750 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -306375.5 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306940.906250 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -306940.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -307075.000000 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -307075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -307155.125000 Penalty: 3883.891113
	Iteration 3Q: 3 clusters Score -307155.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -307196.281250 Penalty: 3883.891113
	Iteration 4Q: 3 clusters Score -307196.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307225.375000 Penalty: 3883.891113
	Iteration 5Q: 3 clusters Score -307225.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -307247.843750 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -307247.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -307268.406250 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -307268.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -307285.656250 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -307285.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307296.593750 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -307296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -307307.187500 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -307307.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -307311.125000 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -307311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -307314.718750 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -307314.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307321.187500 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -307321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -307323.093750 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -307323.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -307324.718750 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -307324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -307326.375000 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -307326.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -307328.437500 Penalty: 3883.891113
	Iteration 17Q: 3 clusters Score -307328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -307328.375000 Penalty: 3883.891113
	Iteration 18Q: 3 clusters Score -307328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -307329.875000 Penalty: 3883.891113
	Iteration 19Q: 3 clusters Score -307329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -307331.281250 Penalty: 3883.891113
	Iteration 20F: 3 clusters Score -307331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -307332.062500 Penalty: 3883.891113
	Iteration 21Q: 3 clusters Score -307332.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -307332.062500 Penalty: 3883.891113
	Iteration 22F: 3 clusters Score -307332.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -102633.179688 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -102633.2 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 458 members 
Entering Unmasked Estep 
Score: -100792.734375 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -100792.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101098.390625 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -101098.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101189.648438 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -101189.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101245.109375 Penalty: 3375.638428
	Iteration 3Q: 3 clusters Score -101245.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101282.093750 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -101282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101320.593750 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -101320.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101367.929688 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -101367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101403.437500 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -101403.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101440.531250 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -101440.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101490.460938 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -101490.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101568.515625 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -101568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101619.281250 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -101619.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101659.945312 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -101659.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101689.554688 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -101689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101709.101562 Penalty: 3375.638428
	Iteration 14Q: 3 clusters Score -101709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101717.843750 Penalty: 3375.638428
	Iteration 15Q: 3 clusters Score -101717.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -101726.906250 Penalty: 3375.638428
	Iteration 16Q: 3 clusters Score -101726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101733.132812 Penalty: 3375.638428
	Iteration 17Q: 3 clusters Score -101733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -101734.859375 Penalty: 3375.638428
	Iteration 18Q: 3 clusters Score -101734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -101736.140625 Penalty: 3375.638428
	Iteration 19Q: 3 clusters Score -101736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -101739.054688 Penalty: 3375.638428
	Iteration 20F: 3 clusters Score -101739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -101740.171875 Penalty: 3375.638428
	Iteration 21Q: 3 clusters Score -101740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -101740.171875 Penalty: 3375.638428
	Iteration 22F: 3 clusters Score -101740.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166013 members 
Entering Unmasked Estep 
Score: -20370412.000000 Penalty: 2980.915527
	Iteration 0F: 2 clusters Score -2.037041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -20260824.000000 Penalty: 5961.831055
	Iteration 0F: 3 clusters Score -2.026082e+07 nChanged 79620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -20307010.000000 Penalty: 5961.831055
	Iteration 1F: 3 clusters Score -2.030701e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -20307826.000000 Penalty: 5961.831055
	Iteration 2Q: 3 clusters Score -2.030783e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -20308656.000000 Penalty: 5961.831055
	Iteration 3Q: 3 clusters Score -2.030866e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -20309728.000000 Penalty: 5961.831055
	Iteration 4Q: 3 clusters Score -2.030973e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93634 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -20310988.000000 Penalty: 5961.831055
	Iteration 5Q: 3 clusters Score -2.031099e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -20313244.000000 Penalty: 5961.831055
	Iteration 6Q: 3 clusters Score -2.031324e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -20316942.000000 Penalty: 5961.831055
	Iteration 7Q: 3 clusters Score -2.031694e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -20324004.000000 Penalty: 5961.831055
	Iteration 8F: 3 clusters Score -2.0324e+07 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131359 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -20335270.000000 Penalty: 5961.831055
	Iteration 9F: 3 clusters Score -2.033527e+07 nChanged 14761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -20349292.000000 Penalty: 5961.831055
	Iteration 10F: 3 clusters Score -2.034929e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -20360690.000000 Penalty: 5961.831055
	Iteration 11F: 3 clusters Score -2.036069e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -20365796.000000 Penalty: 5961.831055
	Iteration 12Q: 3 clusters Score -2.03658e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165281 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -20367184.000000 Penalty: 5961.831055
	Iteration 13Q: 3 clusters Score -2.036718e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165705 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -20367606.000000 Penalty: 5961.831055
	Iteration 14Q: 3 clusters Score -2.036761e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165790 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20367720.000000 Penalty: 5961.831055
	Iteration 15Q: 3 clusters Score -2.036772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165817 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20367798.000000 Penalty: 5961.831055
	Iteration 16Q: 3 clusters Score -2.03678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165829 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20367820.000000 Penalty: 5961.831055
	Iteration 17Q: 3 clusters Score -2.036782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20367832.000000 Penalty: 5961.831055
	Iteration 18Q: 3 clusters Score -2.036783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20367832.000000 Penalty: 5961.831055
	Iteration 19Q: 3 clusters Score -2.036783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20367852.000000 Penalty: 5961.831055
	Iteration 20F: 3 clusters Score -2.036785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20367858.000000 Penalty: 5961.831055
	Iteration 21Q: 3 clusters Score -2.036786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165836 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20367852.000000 Penalty: 5961.831055
	Iteration 22Q: 3 clusters Score -2.036785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20367854.000000 Penalty: 5961.831055
	Iteration 23Q: 3 clusters Score -2.036785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -20367854.000000 Penalty: 5961.831055
	Iteration 24F: 3 clusters Score -2.036785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Entering Unmasked Estep 
Score: -8452895.000000 Penalty: 2760.721680
	Iteration 0F: 2 clusters Score -8452895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8407055.000000 Penalty: 5521.443359
	Iteration 0F: 3 clusters Score -8407055 nChanged 31861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -8426076.000000 Penalty: 5521.443359
	Iteration 1F: 3 clusters Score -8426076 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -8427063.000000 Penalty: 5521.443359
	Iteration 2Q: 3 clusters Score -8427063 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8428290.000000 Penalty: 5521.443359
	Iteration 3Q: 3 clusters Score -8428290 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -8429535.000000 Penalty: 5521.443359
	Iteration 4Q: 3 clusters Score -8429535 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -8431108.000000 Penalty: 5521.443359
	Iteration 5Q: 3 clusters Score -8431108 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8433119.000000 Penalty: 5521.443359
	Iteration 6Q: 3 clusters Score -8433119 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -8435645.000000 Penalty: 5521.443359
	Iteration 7F: 3 clusters Score -8435645 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -8438400.000000 Penalty: 5521.443359
	Iteration 8F: 3 clusters Score -8438400 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -8440895.000000 Penalty: 5521.443359
	Iteration 9F: 3 clusters Score -8440895 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -8443015.000000 Penalty: 5521.443359
	Iteration 10Q: 3 clusters Score -8443015 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8444714.000000 Penalty: 5521.443359
	Iteration 11Q: 3 clusters Score -8444714 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -8445954.000000 Penalty: 5521.443359
	Iteration 12Q: 3 clusters Score -8445954 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8446973.000000 Penalty: 5521.443359
	Iteration 13Q: 3 clusters Score -8446973 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8447750.000000 Penalty: 5521.443359
	Iteration 14Q: 3 clusters Score -8447750 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8448435.000000 Penalty: 5521.443359
	Iteration 15Q: 3 clusters Score -8448435 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8448954.000000 Penalty: 5521.443359
	Iteration 16Q: 3 clusters Score -8448954 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8449403.000000 Penalty: 5521.443359
	Iteration 17Q: 3 clusters Score -8449403 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8449727.000000 Penalty: 5521.443359
	Iteration 18Q: 3 clusters Score -8449727 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8449954.000000 Penalty: 5521.443359
	Iteration 19Q: 3 clusters Score -8449954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8450084.000000 Penalty: 5521.443359
	Iteration 20F: 3 clusters Score -8450084 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8450194.000000 Penalty: 5521.443359
	Iteration 21Q: 3 clusters Score -8450194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8450272.000000 Penalty: 5521.443359
	Iteration 22Q: 3 clusters Score -8450272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8450327.000000 Penalty: 5521.443359
	Iteration 23Q: 3 clusters Score -8450327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8450362.000000 Penalty: 5521.443359
	Iteration 24Q: 3 clusters Score -8450362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8450394.000000 Penalty: 5521.443359
	Iteration 25Q: 3 clusters Score -8450394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8450414.000000 Penalty: 5521.443359
	Iteration 26Q: 3 clusters Score -8450414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8450446.000000 Penalty: 5521.443359
	Iteration 27Q: 3 clusters Score -8450446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8450460.000000 Penalty: 5521.443359
	Iteration 28Q: 3 clusters Score -8450460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8450471.000000 Penalty: 5521.443359
	Iteration 29Q: 3 clusters Score -8450471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8450467.000000 Penalty: 5521.443359
	Iteration 30Q: 3 clusters Score -8450467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8450469.000000 Penalty: 5521.443359
	Iteration 31Q: 3 clusters Score -8450469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8450476.000000 Penalty: 5521.443359
	Iteration 32Q: 3 clusters Score -8450476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8450482.000000 Penalty: 5521.443359
	Iteration 33Q: 3 clusters Score -8450482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8450482.000000 Penalty: 5521.443359
	Iteration 34Q: 3 clusters Score -8450482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8450482.000000 Penalty: 5521.443359
	Iteration 35F: 3 clusters Score -8450482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Entering Unmasked Estep 
Score: -5648876.500000 Penalty: 2660.618164
	Iteration 0F: 2 clusters Score -5648876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -5618231.000000 Penalty: 5321.236328
	Iteration 0F: 3 clusters Score -5618231 nChanged 20913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -5629726.500000 Penalty: 5321.236328
	Iteration 1F: 3 clusters Score -5629726 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5630391.000000 Penalty: 5321.236328
	Iteration 2Q: 3 clusters Score -5630391 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5631096.000000 Penalty: 5321.236328
	Iteration 3Q: 3 clusters Score -5631096 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -5631812.000000 Penalty: 5321.236328
	Iteration 4Q: 3 clusters Score -5631812 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5632610.500000 Penalty: 5321.236328
	Iteration 5Q: 3 clusters Score -5632610 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -5633463.000000 Penalty: 5321.236328
	Iteration 6Q: 3 clusters Score -5633463 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5634284.000000 Penalty: 5321.236328
	Iteration 7Q: 3 clusters Score -5634284 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5635062.000000 Penalty: 5321.236328
	Iteration 8Q: 3 clusters Score -5635062 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -5635830.000000 Penalty: 5321.236328
	Iteration 9Q: 3 clusters Score -5635830 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5636570.500000 Penalty: 5321.236328
	Iteration 10Q: 3 clusters Score -5636570 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5637420.000000 Penalty: 5321.236328
	Iteration 11Q: 3 clusters Score -5637420 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5638247.500000 Penalty: 5321.236328
	Iteration 12Q: 3 clusters Score -5638248 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5639139.000000 Penalty: 5321.236328
	Iteration 13Q: 3 clusters Score -5639139 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -5639876.500000 Penalty: 5321.236328
	Iteration 14Q: 3 clusters Score -5639876 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -5640334.500000 Penalty: 5321.236328
	Iteration 15Q: 3 clusters Score -5640334 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -5640654.000000 Penalty: 5321.236328
	Iteration 16Q: 3 clusters Score -5640654 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -5640861.500000 Penalty: 5321.236328
	Iteration 17Q: 3 clusters Score -5640862 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5640998.500000 Penalty: 5321.236328
	Iteration 18Q: 3 clusters Score -5640998 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5641117.500000 Penalty: 5321.236328
	Iteration 19Q: 3 clusters Score -5641118 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5641215.500000 Penalty: 5321.236328
	Iteration 20F: 3 clusters Score -5641216 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -5641257.000000 Penalty: 5321.236328
	Iteration 21Q: 3 clusters Score -5641257 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -5641323.000000 Penalty: 5321.236328
	Iteration 22Q: 3 clusters Score -5641323 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5641416.000000 Penalty: 5321.236328
	Iteration 23Q: 3 clusters Score -5641416 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5641480.500000 Penalty: 5321.236328
	Iteration 24Q: 3 clusters Score -5641480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5641567.000000 Penalty: 5321.236328
	Iteration 25Q: 3 clusters Score -5641567 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5641635.000000 Penalty: 5321.236328
	Iteration 26Q: 3 clusters Score -5641635 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5641736.500000 Penalty: 5321.236328
	Iteration 27Q: 3 clusters Score -5641736 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -5641816.000000 Penalty: 5321.236328
	Iteration 28Q: 3 clusters Score -5641816 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -5641901.000000 Penalty: 5321.236328
	Iteration 29Q: 3 clusters Score -5641901 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5641997.000000 Penalty: 5321.236328
	Iteration 30Q: 3 clusters Score -5641997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -5642086.500000 Penalty: 5321.236328
	Iteration 31Q: 3 clusters Score -5642086 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -5642185.000000 Penalty: 5321.236328
	Iteration 32Q: 3 clusters Score -5642185 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -5642307.500000 Penalty: 5321.236328
	Iteration 33Q: 3 clusters Score -5642308 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5642382.500000 Penalty: 5321.236328
	Iteration 34Q: 3 clusters Score -5642382 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5642485.500000 Penalty: 5321.236328
	Iteration 35Q: 3 clusters Score -5642486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -5642602.000000 Penalty: 5321.236328
	Iteration 36Q: 3 clusters Score -5642602 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -5642731.500000 Penalty: 5321.236328
	Iteration 37Q: 3 clusters Score -5642732 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -5642887.500000 Penalty: 5321.236328
	Iteration 38Q: 3 clusters Score -5642888 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5643045.000000 Penalty: 5321.236328
	Iteration 39Q: 3 clusters Score -5643045 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5643207.500000 Penalty: 5321.236328
	Iteration 40F: 3 clusters Score -5643208 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5643428.500000 Penalty: 5321.236328
	Iteration 41Q: 3 clusters Score -5643428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5643660.000000 Penalty: 5321.236328
	Iteration 42Q: 3 clusters Score -5643660 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -5643947.000000 Penalty: 5321.236328
	Iteration 43Q: 3 clusters Score -5643947 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5644251.000000 Penalty: 5321.236328
	Iteration 44Q: 3 clusters Score -5644251 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5644535.000000 Penalty: 5321.236328
	Iteration 45Q: 3 clusters Score -5644535 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5644845.000000 Penalty: 5321.236328
	Iteration 46Q: 3 clusters Score -5644845 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5645089.500000 Penalty: 5321.236328
	Iteration 47Q: 3 clusters Score -5645090 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5645338.500000 Penalty: 5321.236328
	Iteration 48Q: 3 clusters Score -5645338 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5645570.000000 Penalty: 5321.236328
	Iteration 49Q: 3 clusters Score -5645570 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5645780.000000 Penalty: 5321.236328
	Iteration 50Q: 3 clusters Score -5645780 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5645969.000000 Penalty: 5321.236328
	Iteration 51Q: 3 clusters Score -5645969 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5646084.500000 Penalty: 5321.236328
	Iteration 52Q: 3 clusters Score -5646084 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5646212.500000 Penalty: 5321.236328
	Iteration 53Q: 3 clusters Score -5646212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5646275.500000 Penalty: 5321.236328
	Iteration 54Q: 3 clusters Score -5646276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5646333.500000 Penalty: 5321.236328
	Iteration 55Q: 3 clusters Score -5646334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5646376.500000 Penalty: 5321.236328
	Iteration 56Q: 3 clusters Score -5646376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5646414.500000 Penalty: 5321.236328
	Iteration 57Q: 3 clusters Score -5646414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5646444.000000 Penalty: 5321.236328
	Iteration 58Q: 3 clusters Score -5646444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5646455.500000 Penalty: 5321.236328
	Iteration 59Q: 3 clusters Score -5646456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5646462.000000 Penalty: 5321.236328
	Iteration 60F: 3 clusters Score -5646462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5646476.000000 Penalty: 5321.236328
	Iteration 61Q: 3 clusters Score -5646476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5646485.500000 Penalty: 5321.236328
	Iteration 62Q: 3 clusters Score -5646486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5646483.500000 Penalty: 5321.236328
	Iteration 63Q: 3 clusters Score -5646484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5646499.000000 Penalty: 5321.236328
	Iteration 64Q: 3 clusters Score -5646499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5646497.000000 Penalty: 5321.236328
	Iteration 65Q: 3 clusters Score -5646497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5646506.000000 Penalty: 5321.236328
	Iteration 66Q: 3 clusters Score -5646506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5646514.000000 Penalty: 5321.236328
	Iteration 67Q: 3 clusters Score -5646514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5646529.500000 Penalty: 5321.236328
	Iteration 68Q: 3 clusters Score -5646530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5646533.500000 Penalty: 5321.236328
	Iteration 69Q: 3 clusters Score -5646534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5646531.500000 Penalty: 5321.236328
	Iteration 70Q: 3 clusters Score -5646532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5646536.000000 Penalty: 5321.236328
	Iteration 71Q: 3 clusters Score -5646536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5646538.500000 Penalty: 5321.236328
	Iteration 72Q: 3 clusters Score -5646538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5646542.500000 Penalty: 5321.236328
	Iteration 73Q: 3 clusters Score -5646542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5646542.500000 Penalty: 5321.236328
	Iteration 74Q: 3 clusters Score -5646542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5646543.000000 Penalty: 5321.236328
	Iteration 75Q: 3 clusters Score -5646543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5646546.000000 Penalty: 5321.236328
	Iteration 76Q: 3 clusters Score -5646546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5646549.000000 Penalty: 5321.236328
	Iteration 77Q: 3 clusters Score -5646549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5646551.500000 Penalty: 5321.236328
	Iteration 78Q: 3 clusters Score -5646552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5646551.500000 Penalty: 5321.236328
	Iteration 79F: 3 clusters Score -5646552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1106052.250000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -1106052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1099145.750000 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -1099146 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1101331.125000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -1101331 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1101936.625000 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -1101937 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1102544.125000 Penalty: 4507.677246
	Iteration 3F: 3 clusters Score -1102544 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1103203.500000 Penalty: 4507.677246
	Iteration 4F: 3 clusters Score -1103204 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1103773.500000 Penalty: 4507.677246
	Iteration 5F: 3 clusters Score -1103774 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1104234.250000 Penalty: 4507.677246
	Iteration 6F: 3 clusters Score -1104234 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1104630.500000 Penalty: 4507.677246
	Iteration 7F: 3 clusters Score -1104630 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1104929.250000 Penalty: 4507.677246
	Iteration 8Q: 3 clusters Score -1104929 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1105138.125000 Penalty: 4507.677246
	Iteration 9Q: 3 clusters Score -1105138 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1105279.625000 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -1105280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1105392.625000 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -1105393 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1105484.125000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -1105484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1105544.375000 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -1105544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1105578.625000 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -1105579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1105617.500000 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -1105618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1105640.250000 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -1105640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1105659.625000 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -1105660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1105663.750000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -1105664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1105670.000000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -1105670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1105673.000000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -1105673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1105673.375000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -1105673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1105676.500000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -1105676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1105676.625000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -1105677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1105675.375000 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -1105675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1105675.375000 Penalty: 4507.677246
	Iteration 25F: 3 clusters Score -1105675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -795590.937500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -795590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -789949.812500 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -789949.8 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -791391.500000 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -791391.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -791696.375000 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -791696.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -791894.500000 Penalty: 4379.441406
	Iteration 3F: 3 clusters Score -791894.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -792029.875000 Penalty: 4379.441406
	Iteration 4Q: 3 clusters Score -792029.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -792141.687500 Penalty: 4379.441406
	Iteration 5Q: 3 clusters Score -792141.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -792265.500000 Penalty: 4379.441406
	Iteration 6Q: 3 clusters Score -792265.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -792379.437500 Penalty: 4379.441406
	Iteration 7Q: 3 clusters Score -792379.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -792540.937500 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -792540.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -792764.625000 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -792764.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -792982.562500 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -792982.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -793224.250000 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -793224.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -793447.312500 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -793447.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -793654.062500 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -793654.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -793819.437500 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -793819.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -793952.937500 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -793952.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -794040.625000 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -794040.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -794104.187500 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -794104.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -794162.187500 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -794162.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -794205.187500 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -794205.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -794241.312500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -794241.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -794280.437500 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -794280.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -794321.312500 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -794321.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -794350.937500 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -794350.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -794376.687500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -794376.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -794401.437500 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -794401.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -794428.250000 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -794428.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -794453.937500 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -794453.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -794469.000000 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -794469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -794479.937500 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -794479.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -794488.812500 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -794488.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -794493.062500 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -794493.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -794500.000000 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -794500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -794506.687500 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -794506.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -794510.562500 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -794510.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -794515.375000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -794515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -794518.625000 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -794518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -794518.125000 Penalty: 4379.441406
	Iteration 37Q: 3 clusters Score -794518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -794518.750000 Penalty: 4379.441406
	Iteration 38Q: 3 clusters Score -794518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -794521.312500 Penalty: 4379.441406
	Iteration 39Q: 3 clusters Score -794521.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -794523.375000 Penalty: 4379.441406
	Iteration 40F: 3 clusters Score -794523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -794522.375000 Penalty: 4379.441406
	Iteration 41Q: 3 clusters Score -794522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -794526.750000 Penalty: 4379.441406
	Iteration 42Q: 3 clusters Score -794526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -794528.000000 Penalty: 4379.441406
	Iteration 43Q: 3 clusters Score -794528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -794530.125000 Penalty: 4379.441406
	Iteration 44Q: 3 clusters Score -794530.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -794535.125000 Penalty: 4379.441406
	Iteration 45Q: 3 clusters Score -794535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -794536.187500 Penalty: 4379.441406
	Iteration 46Q: 3 clusters Score -794536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -794542.187500 Penalty: 4379.441406
	Iteration 47Q: 3 clusters Score -794542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -794544.187500 Penalty: 4379.441406
	Iteration 48Q: 3 clusters Score -794544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -794547.187500 Penalty: 4379.441406
	Iteration 49Q: 3 clusters Score -794547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -794548.562500 Penalty: 4379.441406
	Iteration 50Q: 3 clusters Score -794548.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -794549.812500 Penalty: 4379.441406
	Iteration 51Q: 3 clusters Score -794549.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -794552.000000 Penalty: 4379.441406
	Iteration 52Q: 3 clusters Score -794552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -794553.312500 Penalty: 4379.441406
	Iteration 53Q: 3 clusters Score -794553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -794553.562500 Penalty: 4379.441406
	Iteration 54Q: 3 clusters Score -794553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -794554.750000 Penalty: 4379.441406
	Iteration 55Q: 3 clusters Score -794554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -794554.875000 Penalty: 4379.441406
	Iteration 56Q: 3 clusters Score -794554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -794554.875000 Penalty: 4379.441406
	Iteration 57F: 3 clusters Score -794554.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -252241.078125 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -252241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -249538.296875 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -249538.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -249992.812500 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -249992.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -250112.921875 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -250112.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -250187.000000 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -250187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250227.437500 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -250227.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250254.109375 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -250254.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -250277.281250 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -250277.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250301.140625 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -250301.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -250319.750000 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -250319.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250334.546875 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -250334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250344.390625 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -250344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250348.359375 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -250348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250352.796875 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -250352.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -250356.156250 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -250356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -250360.453125 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -250360.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -250362.937500 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -250362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -250366.562500 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -250366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -250368.671875 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -250368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -250372.718750 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -250372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -250375.781250 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -250375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -250380.921875 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -250380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -250384.546875 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -250384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250386.296875 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -250386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250386.296875 Penalty: 3795.662842
	Iteration 23F: 3 clusters Score -250386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (183320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183320 members 
Entering Unmasked Estep 
Score: -22623754.000000 Penalty: 3005.509277
	Iteration 0F: 2 clusters Score -2.262375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91778 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -22503042.000000 Penalty: 6011.018555
	Iteration 0F: 3 clusters Score -2.250304e+07 nChanged 88105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -22554268.000000 Penalty: 6011.018555
	Iteration 1F: 3 clusters Score -2.255427e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -22555344.000000 Penalty: 6011.018555
	Iteration 2Q: 3 clusters Score -2.255534e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 89215 members 
Entering Unmasked Estep 
Score: -22556506.000000 Penalty: 6011.018555
	Iteration 3Q: 3 clusters Score -2.255651e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95362 members 
Mstep: Class 2 contains 87958 members 
Entering Unmasked Estep 
Score: -22557834.000000 Penalty: 6011.018555
	Iteration 4Q: 3 clusters Score -2.255783e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -22560048.000000 Penalty: 6011.018555
	Iteration 5Q: 3 clusters Score -2.256005e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -22563278.000000 Penalty: 6011.018555
	Iteration 6Q: 3 clusters Score -2.256328e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -22568132.000000 Penalty: 6011.018555
	Iteration 7Q: 3 clusters Score -2.256813e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -22574412.000000 Penalty: 6011.018555
	Iteration 8F: 3 clusters Score -2.257441e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111469 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -22581970.000000 Penalty: 6011.018555
	Iteration 9F: 3 clusters Score -2.258197e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115114 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -22589802.000000 Penalty: 6011.018555
	Iteration 10F: 3 clusters Score -2.25898e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -22595586.000000 Penalty: 6011.018555
	Iteration 11F: 3 clusters Score -2.259559e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120058 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -22598180.000000 Penalty: 6011.018555
	Iteration 12Q: 3 clusters Score -2.259818e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -22599644.000000 Penalty: 6011.018555
	Iteration 13Q: 3 clusters Score -2.259964e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -22600380.000000 Penalty: 6011.018555
	Iteration 14Q: 3 clusters Score -2.260038e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126143 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -22601074.000000 Penalty: 6011.018555
	Iteration 15Q: 3 clusters Score -2.260107e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128217 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -22601542.000000 Penalty: 6011.018555
	Iteration 16Q: 3 clusters Score -2.260154e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -22602076.000000 Penalty: 6011.018555
	Iteration 17Q: 3 clusters Score -2.260208e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -22602736.000000 Penalty: 6011.018555
	Iteration 18Q: 3 clusters Score -2.260274e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135051 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -22603444.000000 Penalty: 6011.018555
	Iteration 19Q: 3 clusters Score -2.260344e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137513 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -22604226.000000 Penalty: 6011.018555
	Iteration 20F: 3 clusters Score -2.260423e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -22604934.000000 Penalty: 6011.018555
	Iteration 21Q: 3 clusters Score -2.260493e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -22605770.000000 Penalty: 6011.018555
	Iteration 22Q: 3 clusters Score -2.260577e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145327 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -22606578.000000 Penalty: 6011.018555
	Iteration 23Q: 3 clusters Score -2.260658e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148042 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -22607414.000000 Penalty: 6011.018555
	Iteration 24Q: 3 clusters Score -2.260741e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150730 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -22608268.000000 Penalty: 6011.018555
	Iteration 25Q: 3 clusters Score -2.260827e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -22609204.000000 Penalty: 6011.018555
	Iteration 26Q: 3 clusters Score -2.26092e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -22610156.000000 Penalty: 6011.018555
	Iteration 27Q: 3 clusters Score -2.261016e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -22611070.000000 Penalty: 6011.018555
	Iteration 28Q: 3 clusters Score -2.261107e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161311 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -22611960.000000 Penalty: 6011.018555
	Iteration 29Q: 3 clusters Score -2.261196e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163869 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -22612854.000000 Penalty: 6011.018555
	Iteration 30Q: 3 clusters Score -2.261285e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166248 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -22613852.000000 Penalty: 6011.018555
	Iteration 31Q: 3 clusters Score -2.261385e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168499 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -22614706.000000 Penalty: 6011.018555
	Iteration 32Q: 3 clusters Score -2.261471e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -22615684.000000 Penalty: 6011.018555
	Iteration 33Q: 3 clusters Score -2.261568e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172433 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -22616436.000000 Penalty: 6011.018555
	Iteration 34Q: 3 clusters Score -2.261644e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174120 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -22617114.000000 Penalty: 6011.018555
	Iteration 35Q: 3 clusters Score -2.261711e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -22617642.000000 Penalty: 6011.018555
	Iteration 36Q: 3 clusters Score -2.261764e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176666 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -22618116.000000 Penalty: 6011.018555
	Iteration 37Q: 3 clusters Score -2.261812e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177681 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -22618514.000000 Penalty: 6011.018555
	Iteration 38Q: 3 clusters Score -2.261851e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178519 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -22618974.000000 Penalty: 6011.018555
	Iteration 39Q: 3 clusters Score -2.261897e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179227 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -22619292.000000 Penalty: 6011.018555
	Iteration 40F: 3 clusters Score -2.261929e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179785 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -22619504.000000 Penalty: 6011.018555
	Iteration 41Q: 3 clusters Score -2.26195e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -22619722.000000 Penalty: 6011.018555
	Iteration 42Q: 3 clusters Score -2.261972e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180561 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -22619890.000000 Penalty: 6011.018555
	Iteration 43Q: 3 clusters Score -2.261989e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -22620070.000000 Penalty: 6011.018555
	Iteration 44Q: 3 clusters Score -2.262007e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181066 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -22620212.000000 Penalty: 6011.018555
	Iteration 45Q: 3 clusters Score -2.262021e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181286 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22620320.000000 Penalty: 6011.018555
	Iteration 46Q: 3 clusters Score -2.262032e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181475 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22620430.000000 Penalty: 6011.018555
	Iteration 47Q: 3 clusters Score -2.262043e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181616 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22620484.000000 Penalty: 6011.018555
	Iteration 48Q: 3 clusters Score -2.262048e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -22620558.000000 Penalty: 6011.018555
	Iteration 49Q: 3 clusters Score -2.262056e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181818 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22620638.000000 Penalty: 6011.018555
	Iteration 50Q: 3 clusters Score -2.262064e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181904 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22620674.000000 Penalty: 6011.018555
	Iteration 51Q: 3 clusters Score -2.262067e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -22620746.000000 Penalty: 6011.018555
	Iteration 52Q: 3 clusters Score -2.262075e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182043 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22620774.000000 Penalty: 6011.018555
	Iteration 53Q: 3 clusters Score -2.262077e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182099 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -22620818.000000 Penalty: 6011.018555
	Iteration 54Q: 3 clusters Score -2.262082e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182142 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22620850.000000 Penalty: 6011.018555
	Iteration 55Q: 3 clusters Score -2.262085e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182180 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -22620880.000000 Penalty: 6011.018555
	Iteration 56Q: 3 clusters Score -2.262088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182208 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -22620880.000000 Penalty: 6011.018555
	Iteration 57Q: 3 clusters Score -2.262088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182238 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22620882.000000 Penalty: 6011.018555
	Iteration 58Q: 3 clusters Score -2.262088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22620896.000000 Penalty: 6011.018555
	Iteration 59Q: 3 clusters Score -2.26209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182295 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22620916.000000 Penalty: 6011.018555
	Iteration 60F: 3 clusters Score -2.262092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182320 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22620926.000000 Penalty: 6011.018555
	Iteration 61Q: 3 clusters Score -2.262093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182335 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -22620952.000000 Penalty: 6011.018555
	Iteration 62Q: 3 clusters Score -2.262095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182348 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22620962.000000 Penalty: 6011.018555
	Iteration 63Q: 3 clusters Score -2.262096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182357 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -22620938.000000 Penalty: 6011.018555
	Iteration 64Q: 3 clusters Score -2.262094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182363 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22620972.000000 Penalty: 6011.018555
	Iteration 65Q: 3 clusters Score -2.262097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182371 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22620976.000000 Penalty: 6011.018555
	Iteration 66Q: 3 clusters Score -2.262098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182380 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22621010.000000 Penalty: 6011.018555
	Iteration 67Q: 3 clusters Score -2.262101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -22620996.000000 Penalty: 6011.018555
	Iteration 68Q: 3 clusters Score -2.2621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182382 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22621002.000000 Penalty: 6011.018555
	Iteration 69Q: 3 clusters Score -2.2621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -22620992.000000 Penalty: 6011.018555
	Iteration 70Q: 3 clusters Score -2.262099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -22621016.000000 Penalty: 6011.018555
	Iteration 71Q: 3 clusters Score -2.262102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182384 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -22621006.000000 Penalty: 6011.018555
	Iteration 72Q: 3 clusters Score -2.262101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182385 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22621008.000000 Penalty: 6011.018555
	Iteration 73Q: 3 clusters Score -2.262101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182386 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -22621000.000000 Penalty: 6011.018555
	Iteration 74Q: 3 clusters Score -2.2621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182388 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22621004.000000 Penalty: 6011.018555
	Iteration 75Q: 3 clusters Score -2.2621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182389 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -22621002.000000 Penalty: 6011.018555
	Iteration 76Q: 3 clusters Score -2.2621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182391 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -22621002.000000 Penalty: 6011.018555
	Iteration 77Q: 3 clusters Score -2.2621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182392 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22621016.000000 Penalty: 6011.018555
	Iteration 78Q: 3 clusters Score -2.262102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22620996.000000 Penalty: 6011.018555
	Iteration 79Q: 3 clusters Score -2.2621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -22621000.000000 Penalty: 6011.018555
	Iteration 80F: 3 clusters Score -2.2621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22620998.000000 Penalty: 6011.018555
	Iteration 81Q: 3 clusters Score -2.2621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22620998.000000 Penalty: 6011.018555
	Iteration 82F: 3 clusters Score -2.2621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171897 members 
Entering Unmasked Estep 
Score: -21195646.000000 Penalty: 2989.553223
	Iteration 0F: 2 clusters Score -2.119565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -21082562.000000 Penalty: 5979.106445
	Iteration 0F: 3 clusters Score -2.108256e+07 nChanged 82310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -21130134.000000 Penalty: 5979.106445
	Iteration 1F: 3 clusters Score -2.113013e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -21131348.000000 Penalty: 5979.106445
	Iteration 2Q: 3 clusters Score -2.113135e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -21133216.000000 Penalty: 5979.106445
	Iteration 3Q: 3 clusters Score -2.113322e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -21136304.000000 Penalty: 5979.106445
	Iteration 4Q: 3 clusters Score -2.11363e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117223 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -21142964.000000 Penalty: 5979.106445
	Iteration 5F: 3 clusters Score -2.114296e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132088 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -21155202.000000 Penalty: 5979.106445
	Iteration 6F: 3 clusters Score -2.11552e+07 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -21172114.000000 Penalty: 5979.106445
	Iteration 7F: 3 clusters Score -2.117211e+07 nChanged 13407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -21185042.000000 Penalty: 5979.106445
	Iteration 8F: 3 clusters Score -2.118504e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -21190720.000000 Penalty: 5979.106445
	Iteration 9Q: 3 clusters Score -2.119072e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171128 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -21192362.000000 Penalty: 5979.106445
	Iteration 10Q: 3 clusters Score -2.119236e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171589 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21192760.000000 Penalty: 5979.106445
	Iteration 11Q: 3 clusters Score -2.119276e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171676 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21192872.000000 Penalty: 5979.106445
	Iteration 12Q: 3 clusters Score -2.119287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21192908.000000 Penalty: 5979.106445
	Iteration 13Q: 3 clusters Score -2.119291e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21192934.000000 Penalty: 5979.106445
	Iteration 14Q: 3 clusters Score -2.119293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21192940.000000 Penalty: 5979.106445
	Iteration 15Q: 3 clusters Score -2.119294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21192934.000000 Penalty: 5979.106445
	Iteration 16Q: 3 clusters Score -2.119293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171704 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21192936.000000 Penalty: 5979.106445
	Iteration 17Q: 3 clusters Score -2.119294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21192938.000000 Penalty: 5979.106445
	Iteration 18Q: 3 clusters Score -2.119294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21192938.000000 Penalty: 5979.106445
	Iteration 19F: 3 clusters Score -2.119294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Entering Unmasked Estep 
Score: -20717718.000000 Penalty: 2981.512695
	Iteration 0F: 2 clusters Score -2.071772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -20611960.000000 Penalty: 5963.025391
	Iteration 0F: 3 clusters Score -2.061196e+07 nChanged 79596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -20658608.000000 Penalty: 5963.025391
	Iteration 1F: 3 clusters Score -2.065861e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -20659674.000000 Penalty: 5963.025391
	Iteration 2Q: 3 clusters Score -2.065967e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 88636 members 
Entering Unmasked Estep 
Score: -20660660.000000 Penalty: 5963.025391
	Iteration 3Q: 3 clusters Score -2.066066e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -20662382.000000 Penalty: 5963.025391
	Iteration 4Q: 3 clusters Score -2.066238e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -20664548.000000 Penalty: 5963.025391
	Iteration 5Q: 3 clusters Score -2.066455e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 104221 members 
Entering Unmasked Estep 
Score: -20668416.000000 Penalty: 5963.025391
	Iteration 6Q: 3 clusters Score -2.066842e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
Score: -20675226.000000 Penalty: 5963.025391
	Iteration 7F: 3 clusters Score -2.067523e+07 nChanged 12491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -20684868.000000 Penalty: 5963.025391
	Iteration 8F: 3 clusters Score -2.068487e+07 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 138988 members 
Entering Unmasked Estep 
Score: -20696324.000000 Penalty: 5963.025391
	Iteration 9F: 3 clusters Score -2.069632e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -20706340.000000 Penalty: 5963.025391
	Iteration 10F: 3 clusters Score -2.070634e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -20712078.000000 Penalty: 5963.025391
	Iteration 11Q: 3 clusters Score -2.071208e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -20714472.000000 Penalty: 5963.025391
	Iteration 12Q: 3 clusters Score -2.071447e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -20715186.000000 Penalty: 5963.025391
	Iteration 13Q: 3 clusters Score -2.071519e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 165411 members 
Entering Unmasked Estep 
Score: -20715198.000000 Penalty: 5963.025391
	Iteration 14Q: 3 clusters Score -2.07152e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -20715224.000000 Penalty: 5963.025391
	Iteration 15Q: 3 clusters Score -2.071522e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 165992 members 
Entering Unmasked Estep 
Score: -20715260.000000 Penalty: 5963.025391
	Iteration 16Q: 3 clusters Score -2.071526e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 166055 members 
Entering Unmasked Estep 
Score: -20715286.000000 Penalty: 5963.025391
	Iteration 17Q: 3 clusters Score -2.071529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 166086 members 
Entering Unmasked Estep 
Score: -20715276.000000 Penalty: 5963.025391
	Iteration 18Q: 3 clusters Score -2.071528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 166102 members 
Entering Unmasked Estep 
Score: -20715268.000000 Penalty: 5963.025391
	Iteration 19Q: 3 clusters Score -2.071527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -20715278.000000 Penalty: 5963.025391
	Iteration 20F: 3 clusters Score -2.071528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166120 members 
Entering Unmasked Estep 
Score: -20715298.000000 Penalty: 5963.025391
	Iteration 21Q: 3 clusters Score -2.07153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -20715294.000000 Penalty: 5963.025391
	Iteration 22Q: 3 clusters Score -2.071529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 166130 members 
Entering Unmasked Estep 
Score: -20715278.000000 Penalty: 5963.025391
	Iteration 23Q: 3 clusters Score -2.071528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -20715298.000000 Penalty: 5963.025391
	Iteration 24Q: 3 clusters Score -2.07153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 166142 members 
Entering Unmasked Estep 
Score: -20715312.000000 Penalty: 5963.025391
	Iteration 25Q: 3 clusters Score -2.071531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -20715316.000000 Penalty: 5963.025391
	Iteration 26Q: 3 clusters Score -2.071532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -20715308.000000 Penalty: 5963.025391
	Iteration 27Q: 3 clusters Score -2.071531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -20715308.000000 Penalty: 5963.025391
	Iteration 28F: 3 clusters Score -2.071531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -112293.476562 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -112293.5 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 511 members 
Entering Unmasked Estep 
Score: -110330.210938 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -110330.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -110633.304688 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -110633.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -110785.648438 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -110785.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110871.890625 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -110871.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110949.718750 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -110949.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111009.085938 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -111009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111063.437500 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -111063.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -111102.804688 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -111102.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111119.000000 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -111119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111142.179688 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -111142.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111168.960938 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -111169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111197.421875 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -111197.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111234.390625 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -111234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111259.906250 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -111259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111277.187500 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -111277.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111296.531250 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -111296.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111310.914062 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -111310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -111312.828125 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -111312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -111316.445312 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -111316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -111319.406250 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -111319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -111320.921875 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -111320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111321.820312 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -111321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111321.820312 Penalty: 3434.119873
	Iteration 22F: 3 clusters Score -111321.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Entering Unmasked Estep 
Score: -6569097.500000 Penalty: 2696.869629
	Iteration 0F: 2 clusters Score -6569098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -6533637.000000 Penalty: 5393.739258
	Iteration 0F: 3 clusters Score -6533637 nChanged 24314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6546962.000000 Penalty: 5393.739258
	Iteration 1F: 3 clusters Score -6546962 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6547558.000000 Penalty: 5393.739258
	Iteration 2Q: 3 clusters Score -6547558 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6548080.000000 Penalty: 5393.739258
	Iteration 3Q: 3 clusters Score -6548080 nChanged 1965
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 26193 members 
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Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 24220 members 
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Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6554140 nChanged 3395
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Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 21525 members 
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	Iteration 9F: 3 clusters Score -6556579 nChanged 3475
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Mstep: Class 2 contains 20008 members 
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Mstep: Class 2 contains 18764 members 
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Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 17042 members 
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6563118 nChanged 774
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Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6563614 nChanged 645
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Mstep: Class 1 contains 38420 members 
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Mstep: Class 1 contains 39000 members 
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	Iteration 18Q: 3 clusters Score -6563984 nChanged 559
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Mstep: Class 2 contains 13274 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6564270 nChanged 504
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Mstep: Class 1 contains 40553 members 
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Mstep: Class 2 contains 11763 members 
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	Iteration 22Q: 3 clusters Score -6564539 nChanged 499
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Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 10257 members 
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Mstep: Class 2 contains 9320 members 
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	Iteration 27Q: 3 clusters Score -6565174 nChanged 454
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	Iteration 29Q: 3 clusters Score -6565426 nChanged 423
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	Iteration 53Q: 3 clusters Score -6566888 nChanged 46
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	Iteration 54Q: 3 clusters Score -6566898 nChanged 32
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	Iteration 55Q: 3 clusters Score -6566896 nChanged 36
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	Iteration 56Q: 3 clusters Score -6566898 nChanged 36
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	Iteration 58Q: 3 clusters Score -6566914 nChanged 26
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	Iteration 59Q: 3 clusters Score -6566918 nChanged 21
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	Iteration 60F: 3 clusters Score -6566922 nChanged 19
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	Iteration 61Q: 3 clusters Score -6566928 nChanged 16
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	Iteration 62Q: 3 clusters Score -6566925 nChanged 22
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	Iteration 63Q: 3 clusters Score -6566929 nChanged 14
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	Iteration 64Q: 3 clusters Score -6566932 nChanged 9
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	Iteration 66Q: 3 clusters Score -6566942 nChanged 11
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	Iteration 67Q: 3 clusters Score -6566938 nChanged 14
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	Iteration 69Q: 3 clusters Score -6566934 nChanged 24
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	Iteration 70Q: 3 clusters Score -6566946 nChanged 21
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	Iteration 72Q: 3 clusters Score -6566966 nChanged 13
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	Iteration 74Q: 3 clusters Score -6566952 nChanged 8
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	Iteration 75Q: 3 clusters Score -6566949 nChanged 7
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	Iteration 76Q: 3 clusters Score -6566960 nChanged 9
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	Iteration 77Q: 3 clusters Score -6566951 nChanged 10
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	Iteration 78Q: 3 clusters Score -6566948 nChanged 9
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	Iteration 79Q: 3 clusters Score -6566954 nChanged 10
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	Iteration 80F: 3 clusters Score -6566957 nChanged 13
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	Iteration 81Q: 3 clusters Score -6566952 nChanged 16
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	Iteration 83Q: 3 clusters Score -6566960 nChanged 8
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	Iteration 84Q: 3 clusters Score -6566959 nChanged 7
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	Iteration 85Q: 3 clusters Score -6566971 nChanged 9
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	Iteration 86Q: 3 clusters Score -6566970 nChanged 10
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	Iteration 87Q: 3 clusters Score -6566962 nChanged 7
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	Iteration 89Q: 3 clusters Score -6566966 nChanged 9
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	Iteration 90Q: 3 clusters Score -6566956 nChanged 3
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	Iteration 92Q: 3 clusters Score -6566968 nChanged 1
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	Iteration 93Q: 3 clusters Score -6566963 nChanged 1
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	Iteration 94Q: 3 clusters Score -6566968 nChanged 1
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	Iteration 95Q: 3 clusters Score -6566973 nChanged 0
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	Iteration 96F: 3 clusters Score -6566973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (82144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Entering Unmasked Estep 
Score: -10222885.000000 Penalty: 2806.424805
	Iteration 0F: 2 clusters Score -1.022288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -10167806.000000 Penalty: 5612.849609
	Iteration 0F: 3 clusters Score -1.016781e+07 nChanged 38757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -10189774.000000 Penalty: 5612.849609
	Iteration 1F: 3 clusters Score -1.018977e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -10190472.000000 Penalty: 5612.849609
	Iteration 2Q: 3 clusters Score -1.019047e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -10191092.000000 Penalty: 5612.849609
	Iteration 3Q: 3 clusters Score -1.019109e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -10192007.000000 Penalty: 5612.849609
	Iteration 4Q: 3 clusters Score -1.019201e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -10193125.000000 Penalty: 5612.849609
	Iteration 5Q: 3 clusters Score -1.019312e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -10194532.000000 Penalty: 5612.849609
	Iteration 6Q: 3 clusters Score -1.019453e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -10196436.000000 Penalty: 5612.849609
	Iteration 7Q: 3 clusters Score -1.019644e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -10199135.000000 Penalty: 5612.849609
	Iteration 8F: 3 clusters Score -1.019914e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -10202981.000000 Penalty: 5612.849609
	Iteration 9F: 3 clusters Score -1.020298e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -10207663.000000 Penalty: 5612.849609
	Iteration 10F: 3 clusters Score -1.020766e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -10211766.000000 Penalty: 5612.849609
	Iteration 11F: 3 clusters Score -1.021177e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -10214425.000000 Penalty: 5612.849609
	Iteration 12Q: 3 clusters Score -1.021442e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -10215975.000000 Penalty: 5612.849609
	Iteration 13Q: 3 clusters Score -1.021598e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -10216910.000000 Penalty: 5612.849609
	Iteration 14Q: 3 clusters Score -1.021691e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -10217505.000000 Penalty: 5612.849609
	Iteration 15Q: 3 clusters Score -1.02175e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 71108 members 
Entering Unmasked Estep 
Score: -10217918.000000 Penalty: 5612.849609
	Iteration 16Q: 3 clusters Score -1.021792e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -10218304.000000 Penalty: 5612.849609
	Iteration 17Q: 3 clusters Score -1.02183e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -10218577.000000 Penalty: 5612.849609
	Iteration 18Q: 3 clusters Score -1.021858e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -10218887.000000 Penalty: 5612.849609
	Iteration 19Q: 3 clusters Score -1.021889e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -10219113.000000 Penalty: 5612.849609
	Iteration 20F: 3 clusters Score -1.021911e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -10219339.000000 Penalty: 5612.849609
	Iteration 21Q: 3 clusters Score -1.021934e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -10219508.000000 Penalty: 5612.849609
	Iteration 22Q: 3 clusters Score -1.021951e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -10219690.000000 Penalty: 5612.849609
	Iteration 23Q: 3 clusters Score -1.021969e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 76351 members 
Entering Unmasked Estep 
Score: -10219812.000000 Penalty: 5612.849609
	Iteration 24Q: 3 clusters Score -1.021981e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -10219893.000000 Penalty: 5612.849609
	Iteration 25Q: 3 clusters Score -1.021989e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -10220006.000000 Penalty: 5612.849609
	Iteration 26Q: 3 clusters Score -1.022001e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -10220087.000000 Penalty: 5612.849609
	Iteration 27Q: 3 clusters Score -1.022009e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 77712 members 
Entering Unmasked Estep 
Score: -10220156.000000 Penalty: 5612.849609
	Iteration 28Q: 3 clusters Score -1.022016e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -10220249.000000 Penalty: 5612.849609
	Iteration 29Q: 3 clusters Score -1.022025e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -10220328.000000 Penalty: 5612.849609
	Iteration 30Q: 3 clusters Score -1.022033e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -10220419.000000 Penalty: 5612.849609
	Iteration 31Q: 3 clusters Score -1.022042e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -10220474.000000 Penalty: 5612.849609
	Iteration 32Q: 3 clusters Score -1.022047e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -10220537.000000 Penalty: 5612.849609
	Iteration 33Q: 3 clusters Score -1.022054e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -10220624.000000 Penalty: 5612.849609
	Iteration 34Q: 3 clusters Score -1.022062e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -10220620.000000 Penalty: 5612.849609
	Iteration 35Q: 3 clusters Score -1.022062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -10220660.000000 Penalty: 5612.849609
	Iteration 36Q: 3 clusters Score -1.022066e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -10220663.000000 Penalty: 5612.849609
	Iteration 37Q: 3 clusters Score -1.022066e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -10220683.000000 Penalty: 5612.849609
	Iteration 38Q: 3 clusters Score -1.022068e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10220700.000000 Penalty: 5612.849609
	Iteration 39Q: 3 clusters Score -1.02207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -10220711.000000 Penalty: 5612.849609
	Iteration 40F: 3 clusters Score -1.022071e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -10220715.000000 Penalty: 5612.849609
	Iteration 41Q: 3 clusters Score -1.022072e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -10220725.000000 Penalty: 5612.849609
	Iteration 42Q: 3 clusters Score -1.022072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -10220718.000000 Penalty: 5612.849609
	Iteration 43Q: 3 clusters Score -1.022072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -10220714.000000 Penalty: 5612.849609
	Iteration 44Q: 3 clusters Score -1.022071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -10220719.000000 Penalty: 5612.849609
	Iteration 45Q: 3 clusters Score -1.022072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 79823 members 
Entering Unmasked Estep 
Score: -10220741.000000 Penalty: 5612.849609
	Iteration 46Q: 3 clusters Score -1.022074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 79854 members 
Entering Unmasked Estep 
Score: -10220743.000000 Penalty: 5612.849609
	Iteration 47Q: 3 clusters Score -1.022074e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -10220740.000000 Penalty: 5612.849609
	Iteration 48Q: 3 clusters Score -1.022074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -10220759.000000 Penalty: 5612.849609
	Iteration 49Q: 3 clusters Score -1.022076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -10220758.000000 Penalty: 5612.849609
	Iteration 50Q: 3 clusters Score -1.022076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -10220747.000000 Penalty: 5612.849609
	Iteration 51Q: 3 clusters Score -1.022075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -10220755.000000 Penalty: 5612.849609
	Iteration 52Q: 3 clusters Score -1.022076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -10220745.000000 Penalty: 5612.849609
	Iteration 53Q: 3 clusters Score -1.022074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -10220746.000000 Penalty: 5612.849609
	Iteration 54Q: 3 clusters Score -1.022075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -10220731.000000 Penalty: 5612.849609
	Iteration 55Q: 3 clusters Score -1.022073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -10220733.000000 Penalty: 5612.849609
	Iteration 56Q: 3 clusters Score -1.022073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -10220739.000000 Penalty: 5612.849609
	Iteration 57Q: 3 clusters Score -1.022074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -10220757.000000 Penalty: 5612.849609
	Iteration 58Q: 3 clusters Score -1.022076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -10220739.000000 Penalty: 5612.849609
	Iteration 59Q: 3 clusters Score -1.022074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10220743.000000 Penalty: 5612.849609
	Iteration 60F: 3 clusters Score -1.022074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -10220745.000000 Penalty: 5612.849609
	Iteration 61Q: 3 clusters Score -1.022074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -10220752.000000 Penalty: 5612.849609
	Iteration 62Q: 3 clusters Score -1.022075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -10220733.000000 Penalty: 5612.849609
	Iteration 63Q: 3 clusters Score -1.022073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -10220745.000000 Penalty: 5612.849609
	Iteration 64Q: 3 clusters Score -1.022074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -10220737.000000 Penalty: 5612.849609
	Iteration 65Q: 3 clusters Score -1.022074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -10220737.000000 Penalty: 5612.849609
	Iteration 66Q: 3 clusters Score -1.022074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -10220745.000000 Penalty: 5612.849609
	Iteration 67Q: 3 clusters Score -1.022074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -10220746.000000 Penalty: 5612.849609
	Iteration 68Q: 3 clusters Score -1.022075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -10220757.000000 Penalty: 5612.849609
	Iteration 69Q: 3 clusters Score -1.022076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -10220752.000000 Penalty: 5612.849609
	Iteration 70Q: 3 clusters Score -1.022075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -10220773.000000 Penalty: 5612.849609
	Iteration 71Q: 3 clusters Score -1.022077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -10220763.000000 Penalty: 5612.849609
	Iteration 72Q: 3 clusters Score -1.022076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -10220763.000000 Penalty: 5612.849609
	Iteration 73Q: 3 clusters Score -1.022076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -10220764.000000 Penalty: 5612.849609
	Iteration 74Q: 3 clusters Score -1.022076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -10220768.000000 Penalty: 5612.849609
	Iteration 75Q: 3 clusters Score -1.022077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -10220771.000000 Penalty: 5612.849609
	Iteration 76Q: 3 clusters Score -1.022077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -10220792.000000 Penalty: 5612.849609
	Iteration 77Q: 3 clusters Score -1.022079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -10220791.000000 Penalty: 5612.849609
	Iteration 78Q: 3 clusters Score -1.022079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -10220788.000000 Penalty: 5612.849609
	Iteration 79Q: 3 clusters Score -1.022079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 80211 members 
Entering Unmasked Estep 
Score: -10220800.000000 Penalty: 5612.849609
	Iteration 80F: 3 clusters Score -1.02208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -10220797.000000 Penalty: 5612.849609
	Iteration 81Q: 3 clusters Score -1.02208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -10220797.000000 Penalty: 5612.849609
	Iteration 82Q: 3 clusters Score -1.02208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -10220804.000000 Penalty: 5612.849609
	Iteration 83Q: 3 clusters Score -1.02208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -10220810.000000 Penalty: 5612.849609
	Iteration 84Q: 3 clusters Score -1.022081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -10220803.000000 Penalty: 5612.849609
	Iteration 85Q: 3 clusters Score -1.02208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10220815.000000 Penalty: 5612.849609
	Iteration 86Q: 3 clusters Score -1.022082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 80275 members 
Entering Unmasked Estep 
Score: -10220811.000000 Penalty: 5612.849609
	Iteration 87Q: 3 clusters Score -1.022081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10220816.000000 Penalty: 5612.849609
	Iteration 88Q: 3 clusters Score -1.022082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -10220808.000000 Penalty: 5612.849609
	Iteration 89Q: 3 clusters Score -1.022081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -10220813.000000 Penalty: 5612.849609
	Iteration 90Q: 3 clusters Score -1.022081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10220813.000000 Penalty: 5612.849609
	Iteration 91Q: 3 clusters Score -1.022081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -10220815.000000 Penalty: 5612.849609
	Iteration 92Q: 3 clusters Score -1.022082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -10220818.000000 Penalty: 5612.849609
	Iteration 93Q: 3 clusters Score -1.022082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -10220820.000000 Penalty: 5612.849609
	Iteration 94Q: 3 clusters Score -1.022082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -10220823.000000 Penalty: 5612.849609
	Iteration 95Q: 3 clusters Score -1.022082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -10220818.000000 Penalty: 5612.849609
	Iteration 96Q: 3 clusters Score -1.022082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -10220820.000000 Penalty: 5612.849609
	Iteration 97Q: 3 clusters Score -1.022082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -10220818.000000 Penalty: 5612.849609
	Iteration 98Q: 3 clusters Score -1.022082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -10220813.000000 Penalty: 5612.849609
	Iteration 99Q: 3 clusters Score -1.022081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -10220815.000000 Penalty: 5612.849609
	Iteration 100F: 3 clusters Score -1.022082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -10220821.000000 Penalty: 5612.849609
	Iteration 101Q: 3 clusters Score -1.022082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10220826.000000 Penalty: 5612.849609
	Iteration 102Q: 3 clusters Score -1.022083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -10220829.000000 Penalty: 5612.849609
	Iteration 103Q: 3 clusters Score -1.022083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -10220829.000000 Penalty: 5612.849609
	Iteration 104F: 3 clusters Score -1.022083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (150842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150842 members 
Entering Unmasked Estep 
Score: -18483884.000000 Penalty: 2957.149170
	Iteration 0F: 2 clusters Score -1.848388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75243 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -18382692.000000 Penalty: 5914.298340
	Iteration 0F: 3 clusters Score -1.838269e+07 nChanged 72386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -18423662.000000 Penalty: 5914.298340
	Iteration 1F: 3 clusters Score -1.842366e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72298 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -18424618.000000 Penalty: 5914.298340
	Iteration 2Q: 3 clusters Score -1.842462e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -18425308.000000 Penalty: 5914.298340
	Iteration 3Q: 3 clusters Score -1.842531e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -18426470.000000 Penalty: 5914.298340
	Iteration 4Q: 3 clusters Score -1.842647e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63443 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -18428294.000000 Penalty: 5914.298340
	Iteration 5Q: 3 clusters Score -1.842829e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -18431884.000000 Penalty: 5914.298340
	Iteration 6Q: 3 clusters Score -1.843188e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -18438220.000000 Penalty: 5914.298340
	Iteration 7F: 3 clusters Score -1.843822e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 115515 members 
Entering Unmasked Estep 
Score: -18448370.000000 Penalty: 5914.298340
	Iteration 8F: 3 clusters Score -1.844837e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 128192 members 
Entering Unmasked Estep 
Score: -18460496.000000 Penalty: 5914.298340
	Iteration 9F: 3 clusters Score -1.84605e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -18470394.000000 Penalty: 5914.298340
	Iteration 10F: 3 clusters Score -1.847039e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 142824 members 
Entering Unmasked Estep 
Score: -18476562.000000 Penalty: 5914.298340
	Iteration 11Q: 3 clusters Score -1.847656e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 144526 members 
Entering Unmasked Estep 
Score: -18479298.000000 Penalty: 5914.298340
	Iteration 12Q: 3 clusters Score -1.84793e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -18480550.000000 Penalty: 5914.298340
	Iteration 13Q: 3 clusters Score -1.848055e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 144971 members 
Entering Unmasked Estep 
Score: -18481238.000000 Penalty: 5914.298340
	Iteration 14Q: 3 clusters Score -1.848124e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 144835 members 
Entering Unmasked Estep 
Score: -18481690.000000 Penalty: 5914.298340
	Iteration 15Q: 3 clusters Score -1.848169e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -18482004.000000 Penalty: 5914.298340
	Iteration 16Q: 3 clusters Score -1.8482e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -18482170.000000 Penalty: 5914.298340
	Iteration 17Q: 3 clusters Score -1.848217e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 144268 members 
Entering Unmasked Estep 
Score: -18482264.000000 Penalty: 5914.298340
	Iteration 18Q: 3 clusters Score -1.848226e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -18482284.000000 Penalty: 5914.298340
	Iteration 19Q: 3 clusters Score -1.848228e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 144081 members 
Entering Unmasked Estep 
Score: -18482328.000000 Penalty: 5914.298340
	Iteration 20F: 3 clusters Score -1.848233e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 144005 members 
Entering Unmasked Estep 
Score: -18482316.000000 Penalty: 5914.298340
	Iteration 21Q: 3 clusters Score -1.848232e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 143922 members 
Entering Unmasked Estep 
Score: -18482328.000000 Penalty: 5914.298340
	Iteration 22Q: 3 clusters Score -1.848233e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 143857 members 
Entering Unmasked Estep 
Score: -18482312.000000 Penalty: 5914.298340
	Iteration 23Q: 3 clusters Score -1.848231e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -18482324.000000 Penalty: 5914.298340
	Iteration 24Q: 3 clusters Score -1.848232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -18482312.000000 Penalty: 5914.298340
	Iteration 25Q: 3 clusters Score -1.848231e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -18482296.000000 Penalty: 5914.298340
	Iteration 26Q: 3 clusters Score -1.84823e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 143666 members 
Entering Unmasked Estep 
Score: -18482320.000000 Penalty: 5914.298340
	Iteration 27Q: 3 clusters Score -1.848232e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 143626 members 
Entering Unmasked Estep 
Score: -18482310.000000 Penalty: 5914.298340
	Iteration 28Q: 3 clusters Score -1.848231e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 143585 members 
Entering Unmasked Estep 
Score: -18482314.000000 Penalty: 5914.298340
	Iteration 29Q: 3 clusters Score -1.848231e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 143547 members 
Entering Unmasked Estep 
Score: -18482322.000000 Penalty: 5914.298340
	Iteration 30Q: 3 clusters Score -1.848232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 143517 members 
Entering Unmasked Estep 
Score: -18482316.000000 Penalty: 5914.298340
	Iteration 31Q: 3 clusters Score -1.848232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 143485 members 
Entering Unmasked Estep 
Score: -18482320.000000 Penalty: 5914.298340
	Iteration 32Q: 3 clusters Score -1.848232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -18482334.000000 Penalty: 5914.298340
	Iteration 33Q: 3 clusters Score -1.848233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 143439 members 
Entering Unmasked Estep 
Score: -18482318.000000 Penalty: 5914.298340
	Iteration 34Q: 3 clusters Score -1.848232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -18482320.000000 Penalty: 5914.298340
	Iteration 35Q: 3 clusters Score -1.848232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -18482330.000000 Penalty: 5914.298340
	Iteration 36Q: 3 clusters Score -1.848233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 143360 members 
Entering Unmasked Estep 
Score: -18482330.000000 Penalty: 5914.298340
	Iteration 37Q: 3 clusters Score -1.848233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 143337 members 
Entering Unmasked Estep 
Score: -18482340.000000 Penalty: 5914.298340
	Iteration 38Q: 3 clusters Score -1.848234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 143316 members 
Entering Unmasked Estep 
Score: -18482340.000000 Penalty: 5914.298340
	Iteration 39Q: 3 clusters Score -1.848234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 143292 members 
Entering Unmasked Estep 
Score: -18482344.000000 Penalty: 5914.298340
	Iteration 40F: 3 clusters Score -1.848234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 143275 members 
Entering Unmasked Estep 
Score: -18482338.000000 Penalty: 5914.298340
	Iteration 41Q: 3 clusters Score -1.848234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -18482352.000000 Penalty: 5914.298340
	Iteration 42Q: 3 clusters Score -1.848235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 143234 members 
Entering Unmasked Estep 
Score: -18482360.000000 Penalty: 5914.298340
	Iteration 43Q: 3 clusters Score -1.848236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -18482350.000000 Penalty: 5914.298340
	Iteration 44Q: 3 clusters Score -1.848235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 143209 members 
Entering Unmasked Estep 
Score: -18482348.000000 Penalty: 5914.298340
	Iteration 45Q: 3 clusters Score -1.848235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -18482330.000000 Penalty: 5914.298340
	Iteration 46Q: 3 clusters Score -1.848233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -18482322.000000 Penalty: 5914.298340
	Iteration 47Q: 3 clusters Score -1.848232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -18482324.000000 Penalty: 5914.298340
	Iteration 48Q: 3 clusters Score -1.848232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -18482326.000000 Penalty: 5914.298340
	Iteration 49Q: 3 clusters Score -1.848233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -18482330.000000 Penalty: 5914.298340
	Iteration 50Q: 3 clusters Score -1.848233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -18482326.000000 Penalty: 5914.298340
	Iteration 51Q: 3 clusters Score -1.848233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 143169 members 
Entering Unmasked Estep 
Score: -18482326.000000 Penalty: 5914.298340
	Iteration 52Q: 3 clusters Score -1.848233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -18482332.000000 Penalty: 5914.298340
	Iteration 53Q: 3 clusters Score -1.848233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -18482326.000000 Penalty: 5914.298340
	Iteration 54Q: 3 clusters Score -1.848233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -18482336.000000 Penalty: 5914.298340
	Iteration 55Q: 3 clusters Score -1.848234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 143138 members 
Entering Unmasked Estep 
Score: -18482328.000000 Penalty: 5914.298340
	Iteration 56Q: 3 clusters Score -1.848233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 143128 members 
Entering Unmasked Estep 
Score: -18482334.000000 Penalty: 5914.298340
	Iteration 57Q: 3 clusters Score -1.848233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 143120 members 
Entering Unmasked Estep 
Score: -18482326.000000 Penalty: 5914.298340
	Iteration 58Q: 3 clusters Score -1.848233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 143113 members 
Entering Unmasked Estep 
Score: -18482336.000000 Penalty: 5914.298340
	Iteration 59Q: 3 clusters Score -1.848234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 143109 members 
Entering Unmasked Estep 
Score: -18482328.000000 Penalty: 5914.298340
	Iteration 60F: 3 clusters Score -1.848233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 143104 members 
Entering Unmasked Estep 
Score: -18482322.000000 Penalty: 5914.298340
	Iteration 61Q: 3 clusters Score -1.848232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 143098 members 
Entering Unmasked Estep 
Score: -18482332.000000 Penalty: 5914.298340
	Iteration 62Q: 3 clusters Score -1.848233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -18482340.000000 Penalty: 5914.298340
	Iteration 63Q: 3 clusters Score -1.848234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 143089 members 
Entering Unmasked Estep 
Score: -18482334.000000 Penalty: 5914.298340
	Iteration 64Q: 3 clusters Score -1.848233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 143088 members 
Entering Unmasked Estep 
Score: -18482340.000000 Penalty: 5914.298340
	Iteration 65Q: 3 clusters Score -1.848234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 143087 members 
Entering Unmasked Estep 
Score: -18482342.000000 Penalty: 5914.298340
	Iteration 66Q: 3 clusters Score -1.848234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 143086 members 
Entering Unmasked Estep 
Score: -18482338.000000 Penalty: 5914.298340
	Iteration 67Q: 3 clusters Score -1.848234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 143083 members 
Entering Unmasked Estep 
Score: -18482340.000000 Penalty: 5914.298340
	Iteration 68Q: 3 clusters Score -1.848234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -18482332.000000 Penalty: 5914.298340
	Iteration 69Q: 3 clusters Score -1.848233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 143077 members 
Entering Unmasked Estep 
Score: -18482326.000000 Penalty: 5914.298340
	Iteration 70Q: 3 clusters Score -1.848233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -18482322.000000 Penalty: 5914.298340
	Iteration 71Q: 3 clusters Score -1.848232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 143073 members 
Entering Unmasked Estep 
Score: -18482332.000000 Penalty: 5914.298340
	Iteration 72Q: 3 clusters Score -1.848233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 143073 members 
Entering Unmasked Estep 
Score: -18482332.000000 Penalty: 5914.298340
	Iteration 73F: 3 clusters Score -1.848233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Entering Unmasked Estep 
Score: -1385591.250000 Penalty: 2317.506348
	Iteration 0F: 2 clusters Score -1385591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1376967.500000 Penalty: 4635.012695
	Iteration 0F: 3 clusters Score -1376968 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1379630.500000 Penalty: 4635.012695
	Iteration 1F: 3 clusters Score -1379630 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1380021.375000 Penalty: 4635.012695
	Iteration 2F: 3 clusters Score -1380021 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1380388.875000 Penalty: 4635.012695
	Iteration 3F: 3 clusters Score -1380389 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1380696.500000 Penalty: 4635.012695
	Iteration 4Q: 3 clusters Score -1380696 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1380958.875000 Penalty: 4635.012695
	Iteration 5Q: 3 clusters Score -1380959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1381186.250000 Penalty: 4635.012695
	Iteration 6Q: 3 clusters Score -1381186 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1381360.625000 Penalty: 4635.012695
	Iteration 7Q: 3 clusters Score -1381361 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1381513.000000 Penalty: 4635.012695
	Iteration 8Q: 3 clusters Score -1381513 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1381635.375000 Penalty: 4635.012695
	Iteration 9Q: 3 clusters Score -1381635 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1381746.625000 Penalty: 4635.012695
	Iteration 10Q: 3 clusters Score -1381747 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1381861.125000 Penalty: 4635.012695
	Iteration 11Q: 3 clusters Score -1381861 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1381958.125000 Penalty: 4635.012695
	Iteration 12Q: 3 clusters Score -1381958 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1382062.625000 Penalty: 4635.012695
	Iteration 13Q: 3 clusters Score -1382063 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1382174.125000 Penalty: 4635.012695
	Iteration 14Q: 3 clusters Score -1382174 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1382287.875000 Penalty: 4635.012695
	Iteration 15Q: 3 clusters Score -1382288 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1382412.500000 Penalty: 4635.012695
	Iteration 16Q: 3 clusters Score -1382412 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1382548.875000 Penalty: 4635.012695
	Iteration 17Q: 3 clusters Score -1382549 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1382692.625000 Penalty: 4635.012695
	Iteration 18Q: 3 clusters Score -1382693 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1382837.250000 Penalty: 4635.012695
	Iteration 19Q: 3 clusters Score -1382837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1382958.250000 Penalty: 4635.012695
	Iteration 20F: 3 clusters Score -1382958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1383071.125000 Penalty: 4635.012695
	Iteration 21Q: 3 clusters Score -1383071 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1383145.750000 Penalty: 4635.012695
	Iteration 22Q: 3 clusters Score -1383146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1383213.750000 Penalty: 4635.012695
	Iteration 23Q: 3 clusters Score -1383214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1383263.625000 Penalty: 4635.012695
	Iteration 24Q: 3 clusters Score -1383264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1383310.750000 Penalty: 4635.012695
	Iteration 25Q: 3 clusters Score -1383311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1383365.375000 Penalty: 4635.012695
	Iteration 26Q: 3 clusters Score -1383365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1383402.000000 Penalty: 4635.012695
	Iteration 27Q: 3 clusters Score -1383402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1383434.125000 Penalty: 4635.012695
	Iteration 28Q: 3 clusters Score -1383434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1383462.625000 Penalty: 4635.012695
	Iteration 29Q: 3 clusters Score -1383463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1383486.250000 Penalty: 4635.012695
	Iteration 30Q: 3 clusters Score -1383486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1383503.625000 Penalty: 4635.012695
	Iteration 31Q: 3 clusters Score -1383504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1383516.750000 Penalty: 4635.012695
	Iteration 32Q: 3 clusters Score -1383517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1383524.625000 Penalty: 4635.012695
	Iteration 33Q: 3 clusters Score -1383525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1383542.250000 Penalty: 4635.012695
	Iteration 34Q: 3 clusters Score -1383542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1383554.500000 Penalty: 4635.012695
	Iteration 35Q: 3 clusters Score -1383554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1383559.750000 Penalty: 4635.012695
	Iteration 36Q: 3 clusters Score -1383560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1383570.250000 Penalty: 4635.012695
	Iteration 37Q: 3 clusters Score -1383570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1383579.500000 Penalty: 4635.012695
	Iteration 38Q: 3 clusters Score -1383580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1383586.625000 Penalty: 4635.012695
	Iteration 39Q: 3 clusters Score -1383587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1383589.750000 Penalty: 4635.012695
	Iteration 40F: 3 clusters Score -1383590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1383591.500000 Penalty: 4635.012695
	Iteration 41Q: 3 clusters Score -1383592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1383593.625000 Penalty: 4635.012695
	Iteration 42Q: 3 clusters Score -1383594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1383597.625000 Penalty: 4635.012695
	Iteration 43Q: 3 clusters Score -1383598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1383599.000000 Penalty: 4635.012695
	Iteration 44Q: 3 clusters Score -1383599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1383601.375000 Penalty: 4635.012695
	Iteration 45Q: 3 clusters Score -1383601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1383599.375000 Penalty: 4635.012695
	Iteration 46Q: 3 clusters Score -1383599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1383600.875000 Penalty: 4635.012695
	Iteration 47Q: 3 clusters Score -1383601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1383602.000000 Penalty: 4635.012695
	Iteration 48Q: 3 clusters Score -1383602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1383602.000000 Penalty: 4635.012695
	Iteration 49F: 3 clusters Score -1383602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Entering Unmasked Estep 
Score: -1504078.500000 Penalty: 2351.395996
	Iteration 0F: 2 clusters Score -1504078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1494426.750000 Penalty: 4702.791992
	Iteration 0F: 3 clusters Score -1494427 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1497664.000000 Penalty: 4702.791992
	Iteration 1F: 3 clusters Score -1497664 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1498112.375000 Penalty: 4702.791992
	Iteration 2F: 3 clusters Score -1498112 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1498521.125000 Penalty: 4702.791992
	Iteration 3F: 3 clusters Score -1498521 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1498921.000000 Penalty: 4702.791992
	Iteration 4F: 3 clusters Score -1498921 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1499363.625000 Penalty: 4702.791992
	Iteration 5F: 3 clusters Score -1499364 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1499851.625000 Penalty: 4702.791992
	Iteration 6F: 3 clusters Score -1499852 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1500431.250000 Penalty: 4702.791992
	Iteration 7F: 3 clusters Score -1500431 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1500939.625000 Penalty: 4702.791992
	Iteration 8F: 3 clusters Score -1500940 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1501320.125000 Penalty: 4702.791992
	Iteration 9Q: 3 clusters Score -1501320 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1501583.750000 Penalty: 4702.791992
	Iteration 10Q: 3 clusters Score -1501584 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1501727.625000 Penalty: 4702.791992
	Iteration 11Q: 3 clusters Score -1501728 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1501816.875000 Penalty: 4702.791992
	Iteration 12Q: 3 clusters Score -1501817 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1501876.250000 Penalty: 4702.791992
	Iteration 13Q: 3 clusters Score -1501876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1501915.250000 Penalty: 4702.791992
	Iteration 14Q: 3 clusters Score -1501915 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1501947.250000 Penalty: 4702.791992
	Iteration 15Q: 3 clusters Score -1501947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1501977.125000 Penalty: 4702.791992
	Iteration 16Q: 3 clusters Score -1501977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1501996.250000 Penalty: 4702.791992
	Iteration 17Q: 3 clusters Score -1501996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1502015.875000 Penalty: 4702.791992
	Iteration 18Q: 3 clusters Score -1502016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1502017.000000 Penalty: 4702.791992
	Iteration 19Q: 3 clusters Score -1502017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1502028.375000 Penalty: 4702.791992
	Iteration 20F: 3 clusters Score -1502028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1502040.750000 Penalty: 4702.791992
	Iteration 21Q: 3 clusters Score -1502041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1502046.625000 Penalty: 4702.791992
	Iteration 22Q: 3 clusters Score -1502047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1502057.125000 Penalty: 4702.791992
	Iteration 23Q: 3 clusters Score -1502057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1502067.875000 Penalty: 4702.791992
	Iteration 24Q: 3 clusters Score -1502068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1502077.125000 Penalty: 4702.791992
	Iteration 25Q: 3 clusters Score -1502077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1502085.875000 Penalty: 4702.791992
	Iteration 26Q: 3 clusters Score -1502086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1502087.875000 Penalty: 4702.791992
	Iteration 27Q: 3 clusters Score -1502088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1502099.000000 Penalty: 4702.791992
	Iteration 28Q: 3 clusters Score -1502099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1502105.625000 Penalty: 4702.791992
	Iteration 29Q: 3 clusters Score -1502106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1502117.375000 Penalty: 4702.791992
	Iteration 30Q: 3 clusters Score -1502117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1502117.875000 Penalty: 4702.791992
	Iteration 31Q: 3 clusters Score -1502118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1502118.875000 Penalty: 4702.791992
	Iteration 32Q: 3 clusters Score -1502119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1502128.750000 Penalty: 4702.791992
	Iteration 33Q: 3 clusters Score -1502129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
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Mstep: Class 2 contains 3059 members 
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Mstep: Class 2 contains 3027 members 
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Mstep: Class 2 contains 3004 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1502491 nChanged 14
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	Iteration 80F: 3 clusters Score -1502491 nChanged 11
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	Iteration 81Q: 3 clusters Score -1502493 nChanged 7
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	Iteration 82Q: 3 clusters Score -1502495 nChanged 8
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	Iteration 83Q: 3 clusters Score -1502498 nChanged 6
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	Iteration 84Q: 3 clusters Score -1502498 nChanged 6
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	Iteration 85Q: 3 clusters Score -1502498 nChanged 5
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	Iteration 86Q: 3 clusters Score -1502499 nChanged 4
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	Iteration 87Q: 3 clusters Score -1502498 nChanged 1
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	Iteration 88Q: 3 clusters Score -1502497 nChanged 1
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	Iteration 89Q: 3 clusters Score -1502498 nChanged 3
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	Iteration 93Q: 3 clusters Score -1502498 nChanged 1
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	Iteration 95Q: 3 clusters Score -1502502 nChanged 7
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	Iteration 97Q: 3 clusters Score -1502507 nChanged 4
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	Iteration 98Q: 3 clusters Score -1502507 nChanged 8
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	Iteration 99Q: 3 clusters Score -1502507 nChanged 7
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	Iteration 101Q: 3 clusters Score -1502511 nChanged 9
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	Iteration 102Q: 3 clusters Score -1502516 nChanged 9
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	Iteration 103Q: 3 clusters Score -1502519 nChanged 15
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	Iteration 105Q: 3 clusters Score -1502523 nChanged 14
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	Iteration 106Q: 3 clusters Score -1502528 nChanged 15
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	Iteration 108Q: 3 clusters Score -1502542 nChanged 21
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	Iteration 123Q: 3 clusters Score -1502823 nChanged 36
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	Iteration 124Q: 3 clusters Score -1502841 nChanged 32
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	Iteration 125Q: 3 clusters Score -1502854 nChanged 33
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	Iteration 126Q: 3 clusters Score -1502869 nChanged 28
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	Iteration 127Q: 3 clusters Score -1502886 nChanged 30
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Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1502893.625000 Penalty: 4702.791992
	Iteration 128Q: 3 clusters Score -1502894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1502911.375000 Penalty: 4702.791992
	Iteration 129Q: 3 clusters Score -1502911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1502915.625000 Penalty: 4702.791992
	Iteration 130Q: 3 clusters Score -1502916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1502925.625000 Penalty: 4702.791992
	Iteration 131Q: 3 clusters Score -1502926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1502933.750000 Penalty: 4702.791992
	Iteration 132Q: 3 clusters Score -1502934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1502942.000000 Penalty: 4702.791992
	Iteration 133Q: 3 clusters Score -1502942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1502947.750000 Penalty: 4702.791992
	Iteration 134Q: 3 clusters Score -1502948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1502955.875000 Penalty: 4702.791992
	Iteration 135Q: 3 clusters Score -1502956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1502962.750000 Penalty: 4702.791992
	Iteration 136Q: 3 clusters Score -1502963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1502970.875000 Penalty: 4702.791992
	Iteration 137Q: 3 clusters Score -1502971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1502974.750000 Penalty: 4702.791992
	Iteration 138Q: 3 clusters Score -1502975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1502978.250000 Penalty: 4702.791992
	Iteration 139Q: 3 clusters Score -1502978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1502982.125000 Penalty: 4702.791992
	Iteration 140F: 3 clusters Score -1502982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1502981.625000 Penalty: 4702.791992
	Iteration 141Q: 3 clusters Score -1502982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1502984.750000 Penalty: 4702.791992
	Iteration 142Q: 3 clusters Score -1502985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1502984.750000 Penalty: 4702.791992
	Iteration 143Q: 3 clusters Score -1502985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1502984.750000 Penalty: 4702.791992
	Iteration 144F: 3 clusters Score -1502985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141427.7 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 631 members 
Entering Unmasked Estep 
Score: -139325.187500 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139325.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139763.656250 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139763.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139949.218750 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -139949.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140142.750000 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -140142.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140334.781250 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -140334.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -140499.250000 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -140499.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140681.468750 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -140681.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140778.921875 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -140778.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -140884.734375 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -140884.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141032.828125 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -141032.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141227.375000 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -141227.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141513.828125 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -141513.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -141617.781250 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -141617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141674.390625 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -141674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141683.468750 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -141683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141690.953125 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -141691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141695.796875 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -141695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141695.796875 Penalty: 3543.625977
	Iteration 17F: 3 clusters Score -141695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 85212 members 
Mstep: Class 5 contains 82380 members 
Mstep: Class 6 contains 32505 members 
Mstep: Class 7 contains 164693 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 166013 members 
Mstep: Class 13 contains 68319 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 8849 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 183320 members 
Mstep: Class 19 contains 171897 members 
Mstep: Class 20 contains 166413 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52811 members 
Mstep: Class 23 contains 82144 members 
Mstep: Class 24 contains 150842 members 
Mstep: Class 25 contains 11439 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 782 members 
Mstep: Class 28 contains 485 members 
Entering Unmasked Estep 
Score: -194695024.000000 Penalty: 99249.953125
Splitting cluster 27 changes total score from -194696528.000000 to -194695024.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 102364 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 85212 members 
Mstep: Class 5 contains 82380 members 
Mstep: Class 6 contains 32505 members 
Mstep: Class 7 contains 164693 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 166013 members 
Mstep: Class 13 contains 68319 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 8849 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 183320 members 
Mstep: Class 19 contains 171897 members 
Mstep: Class 20 contains 166413 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52811 members 
Mstep: Class 23 contains 82144 members 
Mstep: Class 24 contains 150842 members 
Mstep: Class 25 contains 11439 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696704.000000 Penalty: 95705.312500
Iteration 159Q: 28 clusters Score -1.946967e+08 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 101981 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 85232 members 
Mstep: Class 5 contains 82327 members 
Mstep: Class 6 contains 32489 members 
Mstep: Class 7 contains 164618 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 903 members 
Mstep: Class 12 contains 165930 members 
Mstep: Class 13 contains 68318 members 
Mstep: Class 14 contains 45621 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 183461 members 
Mstep: Class 19 contains 172269 members 
Mstep: Class 20 contains 166313 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52845 members 
Mstep: Class 23 contains 82177 members 
Mstep: Class 24 contains 151009 members 
Mstep: Class 25 contains 11416 members 
Mstep: Class 26 contains 13093 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697600.000000 Penalty: 95705.312500
Iteration 160F: 28 clusters Score -1.946976e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 101584 members 
Mstep: Class 3 contains 5622 members 
Mstep: Class 4 contains 85266 members 
Mstep: Class 5 contains 82287 members 
Mstep: Class 6 contains 32453 members 
Mstep: Class 7 contains 164544 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165794 members 
Mstep: Class 13 contains 68323 members 
Mstep: Class 14 contains 45615 members 
Mstep: Class 15 contains 8810 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 183592 members 
Mstep: Class 19 contains 172623 members 
Mstep: Class 20 contains 166294 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52893 members 
Mstep: Class 23 contains 82204 members 
Mstep: Class 24 contains 151153 members 
Mstep: Class 25 contains 11396 members 
Mstep: Class 26 contains 13097 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697776.000000 Penalty: 95705.312500
Iteration 161Q: 28 clusters Score -1.946978e+08 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 101212 members 
Mstep: Class 3 contains 5626 members 
Mstep: Class 4 contains 85311 members 
Mstep: Class 5 contains 82252 members 
Mstep: Class 6 contains 32410 members 
Mstep: Class 7 contains 164426 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165714 members 
Mstep: Class 13 contains 68312 members 
Mstep: Class 14 contains 45610 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 183718 members 
Mstep: Class 19 contains 172918 members 
Mstep: Class 20 contains 166283 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52922 members 
Mstep: Class 23 contains 82246 members 
Mstep: Class 24 contains 151314 members 
Mstep: Class 25 contains 11378 members 
Mstep: Class 26 contains 13101 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697728.000000 Penalty: 95705.312500
Iteration 162Q: 28 clusters Score -1.946977e+08 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 100896 members 
Mstep: Class 3 contains 5629 members 
Mstep: Class 4 contains 85345 members 
Mstep: Class 5 contains 82216 members 
Mstep: Class 6 contains 32356 members 
Mstep: Class 7 contains 164362 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165583 members 
Mstep: Class 13 contains 68327 members 
Mstep: Class 14 contains 45604 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 183893 members 
Mstep: Class 19 contains 173186 members 
Mstep: Class 20 contains 166224 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52931 members 
Mstep: Class 23 contains 82268 members 
Mstep: Class 24 contains 151491 members 
Mstep: Class 25 contains 11364 members 
Mstep: Class 26 contains 13096 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697712.000000 Penalty: 95705.312500
Iteration 163Q: 28 clusters Score -1.946977e+08 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 100624 members 
Mstep: Class 3 contains 5636 members 
Mstep: Class 4 contains 85362 members 
Mstep: Class 5 contains 82186 members 
Mstep: Class 6 contains 32299 members 
Mstep: Class 7 contains 164253 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165443 members 
Mstep: Class 13 contains 68330 members 
Mstep: Class 14 contains 45574 members 
Mstep: Class 15 contains 8755 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184100 members 
Mstep: Class 19 contains 173399 members 
Mstep: Class 20 contains 166179 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52935 members 
Mstep: Class 23 contains 82308 members 
Mstep: Class 24 contains 151712 members 
Mstep: Class 25 contains 11351 members 
Mstep: Class 26 contains 13089 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697264.000000 Penalty: 95705.312500
Iteration 164Q: 28 clusters Score -1.946973e+08 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 100335 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 4 contains 85380 members 
Mstep: Class 5 contains 82155 members 
Mstep: Class 6 contains 32245 members 
Mstep: Class 7 contains 164114 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165335 members 
Mstep: Class 13 contains 68330 members 
Mstep: Class 14 contains 45571 members 
Mstep: Class 15 contains 8744 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184378 members 
Mstep: Class 19 contains 173582 members 
Mstep: Class 20 contains 166117 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52931 members 
Mstep: Class 23 contains 82337 members 
Mstep: Class 24 contains 151926 members 
Mstep: Class 25 contains 11332 members 
Mstep: Class 26 contains 13077 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697104.000000 Penalty: 95705.312500
Iteration 165Q: 28 clusters Score -1.946971e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 100069 members 
Mstep: Class 3 contains 5656 members 
Mstep: Class 4 contains 85402 members 
Mstep: Class 5 contains 82128 members 
Mstep: Class 6 contains 32192 members 
Mstep: Class 7 contains 163985 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165252 members 
Mstep: Class 13 contains 68361 members 
Mstep: Class 14 contains 45578 members 
Mstep: Class 15 contains 8718 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 184669 members 
Mstep: Class 19 contains 173729 members 
Mstep: Class 20 contains 165976 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52952 members 
Mstep: Class 23 contains 82345 members 
Mstep: Class 24 contains 152129 members 
Mstep: Class 25 contains 11320 members 
Mstep: Class 26 contains 13067 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697232.000000 Penalty: 95705.312500
Iteration 166Q: 28 clusters Score -1.946972e+08 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 99864 members 
Mstep: Class 3 contains 5663 members 
Mstep: Class 4 contains 85394 members 
Mstep: Class 5 contains 82127 members 
Mstep: Class 6 contains 32113 members 
Mstep: Class 7 contains 163874 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165187 members 
Mstep: Class 13 contains 68372 members 
Mstep: Class 14 contains 45591 members 
Mstep: Class 15 contains 8703 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184984 members 
Mstep: Class 19 contains 173783 members 
Mstep: Class 20 contains 165848 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52964 members 
Mstep: Class 23 contains 82347 members 
Mstep: Class 24 contains 152345 members 
Mstep: Class 25 contains 11304 members 
Mstep: Class 26 contains 13061 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697360.000000 Penalty: 95705.312500
Iteration 167Q: 28 clusters Score -1.946974e+08 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 99696 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 85361 members 
Mstep: Class 5 contains 82103 members 
Mstep: Class 6 contains 32048 members 
Mstep: Class 7 contains 163758 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165091 members 
Mstep: Class 13 contains 68390 members 
Mstep: Class 14 contains 45585 members 
Mstep: Class 15 contains 8683 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 185357 members 
Mstep: Class 19 contains 173785 members 
Mstep: Class 20 contains 165758 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52967 members 
Mstep: Class 23 contains 82333 members 
Mstep: Class 24 contains 152610 members 
Mstep: Class 25 contains 11290 members 
Mstep: Class 26 contains 13042 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697360.000000 Penalty: 95705.312500
Iteration 168Q: 28 clusters Score -1.946974e+08 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 99533 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 85316 members 
Mstep: Class 5 contains 82091 members 
Mstep: Class 6 contains 31967 members 
Mstep: Class 7 contains 163616 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165056 members 
Mstep: Class 13 contains 68409 members 
Mstep: Class 14 contains 45580 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 185694 members 
Mstep: Class 19 contains 173790 members 
Mstep: Class 20 contains 165676 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52958 members 
Mstep: Class 23 contains 82346 members 
Mstep: Class 24 contains 152848 members 
Mstep: Class 25 contains 11280 members 
Mstep: Class 26 contains 13026 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696736.000000 Penalty: 95705.312500
Iteration 169Q: 28 clusters Score -1.946967e+08 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 99354 members 
Mstep: Class 3 contains 5683 members 
Mstep: Class 4 contains 85277 members 
Mstep: Class 5 contains 82104 members 
Mstep: Class 6 contains 31890 members 
Mstep: Class 7 contains 163489 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165067 members 
Mstep: Class 13 contains 68407 members 
Mstep: Class 14 contains 45557 members 
Mstep: Class 15 contains 8648 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 186069 members 
Mstep: Class 19 contains 173750 members 
Mstep: Class 20 contains 165567 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52947 members 
Mstep: Class 23 contains 82347 members 
Mstep: Class 24 contains 153087 members 
Mstep: Class 25 contains 11265 members 
Mstep: Class 26 contains 13023 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696640.000000 Penalty: 95705.312500
Iteration 170Q: 28 clusters Score -1.946966e+08 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 99187 members 
Mstep: Class 3 contains 5687 members 
Mstep: Class 4 contains 85220 members 
Mstep: Class 5 contains 82103 members 
Mstep: Class 6 contains 31785 members 
Mstep: Class 7 contains 163360 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165090 members 
Mstep: Class 13 contains 68405 members 
Mstep: Class 14 contains 45544 members 
Mstep: Class 15 contains 8639 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 186465 members 
Mstep: Class 19 contains 173757 members 
Mstep: Class 20 contains 165374 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52943 members 
Mstep: Class 23 contains 82359 members 
Mstep: Class 24 contains 153346 members 
Mstep: Class 25 contains 11241 members 
Mstep: Class 26 contains 13020 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697248.000000 Penalty: 95705.312500
Iteration 171Q: 28 clusters Score -1.946972e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 99008 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 85169 members 
Mstep: Class 5 contains 82093 members 
Mstep: Class 6 contains 31688 members 
Mstep: Class 7 contains 163223 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165127 members 
Mstep: Class 13 contains 68405 members 
Mstep: Class 14 contains 45531 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 186887 members 
Mstep: Class 19 contains 173724 members 
Mstep: Class 20 contains 165241 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52940 members 
Mstep: Class 23 contains 82362 members 
Mstep: Class 24 contains 153576 members 
Mstep: Class 25 contains 11227 members 
Mstep: Class 26 contains 13005 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697024.000000 Penalty: 95705.312500
Iteration 172Q: 28 clusters Score -1.94697e+08 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 98839 members 
Mstep: Class 3 contains 5697 members 
Mstep: Class 4 contains 85139 members 
Mstep: Class 5 contains 82088 members 
Mstep: Class 6 contains 31593 members 
Mstep: Class 7 contains 163128 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165136 members 
Mstep: Class 13 contains 68400 members 
Mstep: Class 14 contains 45524 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 187284 members 
Mstep: Class 19 contains 173677 members 
Mstep: Class 20 contains 165097 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52956 members 
Mstep: Class 23 contains 82338 members 
Mstep: Class 24 contains 153803 members 
Mstep: Class 25 contains 11222 members 
Mstep: Class 26 contains 12988 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696848.000000 Penalty: 95705.312500
Iteration 173Q: 28 clusters Score -1.946968e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 98653 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 4 contains 85102 members 
Mstep: Class 5 contains 82079 members 
Mstep: Class 6 contains 31500 members 
Mstep: Class 7 contains 163089 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165177 members 
Mstep: Class 13 contains 68369 members 
Mstep: Class 14 contains 45529 members 
Mstep: Class 15 contains 8599 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 187643 members 
Mstep: Class 19 contains 173604 members 
Mstep: Class 20 contains 164945 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52942 members 
Mstep: Class 23 contains 82348 members 
Mstep: Class 24 contains 154045 members 
Mstep: Class 25 contains 11219 members 
Mstep: Class 26 contains 12971 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697120.000000 Penalty: 95705.312500
Iteration 174Q: 28 clusters Score -1.946971e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 98471 members 
Mstep: Class 3 contains 5707 members 
Mstep: Class 4 contains 85060 members 
Mstep: Class 5 contains 82055 members 
Mstep: Class 6 contains 31413 members 
Mstep: Class 7 contains 163083 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165206 members 
Mstep: Class 13 contains 68366 members 
Mstep: Class 14 contains 45516 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 187953 members 
Mstep: Class 19 contains 173536 members 
Mstep: Class 20 contains 164825 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52944 members 
Mstep: Class 23 contains 82351 members 
Mstep: Class 24 contains 154295 members 
Mstep: Class 25 contains 11211 members 
Mstep: Class 26 contains 12956 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697232.000000 Penalty: 95705.312500
Iteration 175Q: 28 clusters Score -1.946972e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 98298 members 
Mstep: Class 3 contains 5708 members 
Mstep: Class 4 contains 85023 members 
Mstep: Class 5 contains 82048 members 
Mstep: Class 6 contains 31336 members 
Mstep: Class 7 contains 163027 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165229 members 
Mstep: Class 13 contains 68370 members 
Mstep: Class 14 contains 45515 members 
Mstep: Class 15 contains 8540 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 188270 members 
Mstep: Class 19 contains 173452 members 
Mstep: Class 20 contains 164697 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52961 members 
Mstep: Class 23 contains 82356 members 
Mstep: Class 24 contains 154534 members 
Mstep: Class 25 contains 11212 members 
Mstep: Class 26 contains 12945 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697472.000000 Penalty: 95705.312500
Iteration 176Q: 28 clusters Score -1.946975e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 98144 members 
Mstep: Class 3 contains 5709 members 
Mstep: Class 4 contains 84993 members 
Mstep: Class 5 contains 82034 members 
Mstep: Class 6 contains 31242 members 
Mstep: Class 7 contains 162972 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 905 members 
Mstep: Class 12 contains 165251 members 
Mstep: Class 13 contains 68365 members 
Mstep: Class 14 contains 45510 members 
Mstep: Class 15 contains 8518 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 188574 members 
Mstep: Class 19 contains 173363 members 
Mstep: Class 20 contains 164585 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52974 members 
Mstep: Class 23 contains 82359 members 
Mstep: Class 24 contains 154792 members 
Mstep: Class 25 contains 11198 members 
Mstep: Class 26 contains 12940 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697040.000000 Penalty: 95705.312500
Iteration 177Q: 28 clusters Score -1.94697e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 98036 members 
Mstep: Class 3 contains 5710 members 
Mstep: Class 4 contains 84941 members 
Mstep: Class 5 contains 82020 members 
Mstep: Class 6 contains 31158 members 
Mstep: Class 7 contains 162929 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165264 members 
Mstep: Class 13 contains 68382 members 
Mstep: Class 14 contains 45486 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 188835 members 
Mstep: Class 19 contains 173255 members 
Mstep: Class 20 contains 164482 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52985 members 
Mstep: Class 23 contains 82363 members 
Mstep: Class 24 contains 155049 members 
Mstep: Class 25 contains 11194 members 
Mstep: Class 26 contains 12927 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697632.000000 Penalty: 95705.312500
Iteration 178Q: 28 clusters Score -1.946976e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 97909 members 
Mstep: Class 3 contains 5711 members 
Mstep: Class 4 contains 84878 members 
Mstep: Class 5 contains 82002 members 
Mstep: Class 6 contains 31090 members 
Mstep: Class 7 contains 162877 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165297 members 
Mstep: Class 13 contains 68392 members 
Mstep: Class 14 contains 45471 members 
Mstep: Class 15 contains 8496 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 189083 members 
Mstep: Class 19 contains 173181 members 
Mstep: Class 20 contains 164398 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52994 members 
Mstep: Class 23 contains 82380 members 
Mstep: Class 24 contains 155264 members 
Mstep: Class 25 contains 11187 members 
Mstep: Class 26 contains 12906 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698064.000000 Penalty: 95705.312500
Iteration 179Q: 28 clusters Score -1.946981e+08 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 97803 members 
Mstep: Class 3 contains 5712 members 
Mstep: Class 4 contains 84814 members 
Mstep: Class 5 contains 81992 members 
Mstep: Class 6 contains 31018 members 
Mstep: Class 7 contains 162820 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165330 members 
Mstep: Class 13 contains 68418 members 
Mstep: Class 14 contains 45446 members 
Mstep: Class 15 contains 8479 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 189347 members 
Mstep: Class 19 contains 173020 members 
Mstep: Class 20 contains 164377 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52996 members 
Mstep: Class 23 contains 82378 members 
Mstep: Class 24 contains 155493 members 
Mstep: Class 25 contains 11176 members 
Mstep: Class 26 contains 12896 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698320.000000 Penalty: 95705.312500
Iteration 180F: 28 clusters Score -1.946983e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 97690 members 
Mstep: Class 3 contains 5712 members 
Mstep: Class 4 contains 84751 members 
Mstep: Class 5 contains 81992 members 
Mstep: Class 6 contains 30951 members 
Mstep: Class 7 contains 162752 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165390 members 
Mstep: Class 13 contains 68440 members 
Mstep: Class 14 contains 45433 members 
Mstep: Class 15 contains 8469 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 189571 members 
Mstep: Class 19 contains 172875 members 
Mstep: Class 20 contains 164351 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52986 members 
Mstep: Class 23 contains 82360 members 
Mstep: Class 24 contains 155736 members 
Mstep: Class 25 contains 11169 members 
Mstep: Class 26 contains 12881 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698608.000000 Penalty: 95705.312500
Iteration 181Q: 28 clusters Score -1.946986e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 97574 members 
Mstep: Class 3 contains 5713 members 
Mstep: Class 4 contains 84681 members 
Mstep: Class 5 contains 82004 members 
Mstep: Class 6 contains 30874 members 
Mstep: Class 7 contains 162677 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165447 members 
Mstep: Class 13 contains 68444 members 
Mstep: Class 14 contains 45434 members 
Mstep: Class 15 contains 8458 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 189833 members 
Mstep: Class 19 contains 172714 members 
Mstep: Class 20 contains 164333 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52987 members 
Mstep: Class 23 contains 82337 members 
Mstep: Class 24 contains 155963 members 
Mstep: Class 25 contains 11171 members 
Mstep: Class 26 contains 12863 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699152.000000 Penalty: 95705.312500
Iteration 182Q: 28 clusters Score -1.946992e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 97466 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 84619 members 
Mstep: Class 5 contains 82001 members 
Mstep: Class 6 contains 30756 members 
Mstep: Class 7 contains 162626 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165534 members 
Mstep: Class 13 contains 68436 members 
Mstep: Class 14 contains 45423 members 
Mstep: Class 15 contains 8446 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 190130 members 
Mstep: Class 19 contains 172573 members 
Mstep: Class 20 contains 164328 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52981 members 
Mstep: Class 23 contains 82301 members 
Mstep: Class 24 contains 156157 members 
Mstep: Class 25 contains 11166 members 
Mstep: Class 26 contains 12850 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699424.000000 Penalty: 95705.312500
Iteration 183Q: 28 clusters Score -1.946994e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 97358 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 84562 members 
Mstep: Class 5 contains 81990 members 
Mstep: Class 6 contains 30670 members 
Mstep: Class 7 contains 162614 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165580 members 
Mstep: Class 13 contains 68426 members 
Mstep: Class 14 contains 45434 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 190377 members 
Mstep: Class 19 contains 172441 members 
Mstep: Class 20 contains 164343 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52967 members 
Mstep: Class 23 contains 82252 members 
Mstep: Class 24 contains 156347 members 
Mstep: Class 25 contains 11161 members 
Mstep: Class 26 contains 12837 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699536.000000 Penalty: 95705.312500
Iteration 184Q: 28 clusters Score -1.946995e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 97248 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 84504 members 
Mstep: Class 5 contains 81978 members 
Mstep: Class 6 contains 30577 members 
Mstep: Class 7 contains 162586 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165652 members 
Mstep: Class 13 contains 68437 members 
Mstep: Class 14 contains 45428 members 
Mstep: Class 15 contains 8427 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 190633 members 
Mstep: Class 19 contains 172292 members 
Mstep: Class 20 contains 164329 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52959 members 
Mstep: Class 23 contains 82213 members 
Mstep: Class 24 contains 156554 members 
Mstep: Class 25 contains 11151 members 
Mstep: Class 26 contains 12822 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699840.000000 Penalty: 95705.312500
Iteration 185Q: 28 clusters Score -1.946998e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 97155 members 
Mstep: Class 3 contains 5715 members 
Mstep: Class 4 contains 84436 members 
Mstep: Class 5 contains 81954 members 
Mstep: Class 6 contains 30478 members 
Mstep: Class 7 contains 162560 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165743 members 
Mstep: Class 13 contains 68449 members 
Mstep: Class 14 contains 45444 members 
Mstep: Class 15 contains 8424 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 190865 members 
Mstep: Class 19 contains 172165 members 
Mstep: Class 20 contains 164320 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52958 members 
Mstep: Class 23 contains 82144 members 
Mstep: Class 24 contains 156749 members 
Mstep: Class 25 contains 11138 members 
Mstep: Class 26 contains 12806 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700144.000000 Penalty: 95705.312500
Iteration 186Q: 28 clusters Score -1.947001e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 97071 members 
Mstep: Class 3 contains 5716 members 
Mstep: Class 4 contains 84390 members 
Mstep: Class 5 contains 81947 members 
Mstep: Class 6 contains 30366 members 
Mstep: Class 7 contains 162563 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 906 members 
Mstep: Class 12 contains 165816 members 
Mstep: Class 13 contains 68457 members 
Mstep: Class 14 contains 45448 members 
Mstep: Class 15 contains 8412 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 191100 members 
Mstep: Class 19 contains 172052 members 
Mstep: Class 20 contains 164369 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52953 members 
Mstep: Class 23 contains 82056 members 
Mstep: Class 24 contains 156876 members 
Mstep: Class 25 contains 11119 members 
Mstep: Class 26 contains 12789 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700304.000000 Penalty: 95705.312500
Iteration 187Q: 28 clusters Score -1.947003e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 96989 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 84339 members 
Mstep: Class 5 contains 81908 members 
Mstep: Class 6 contains 30248 members 
Mstep: Class 7 contains 162572 members 
Mstep: Class 8 contains 1112 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165859 members 
Mstep: Class 13 contains 68440 members 
Mstep: Class 14 contains 45449 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 191390 members 
Mstep: Class 19 contains 171982 members 
Mstep: Class 20 contains 164403 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52951 members 
Mstep: Class 23 contains 81972 members 
Mstep: Class 24 contains 156995 members 
Mstep: Class 25 contains 11095 members 
Mstep: Class 26 contains 12778 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700368.000000 Penalty: 95705.312500
Iteration 188Q: 28 clusters Score -1.947004e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 96893 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 84285 members 
Mstep: Class 5 contains 81892 members 
Mstep: Class 6 contains 30153 members 
Mstep: Class 7 contains 162571 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165886 members 
Mstep: Class 13 contains 68427 members 
Mstep: Class 14 contains 45467 members 
Mstep: Class 15 contains 8395 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 191680 members 
Mstep: Class 19 contains 171887 members 
Mstep: Class 20 contains 164421 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52958 members 
Mstep: Class 23 contains 81918 members 
Mstep: Class 24 contains 157092 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 12775 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700752.000000 Penalty: 95705.312500
Iteration 189Q: 28 clusters Score -1.947008e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 96791 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 84266 members 
Mstep: Class 5 contains 81872 members 
Mstep: Class 6 contains 30075 members 
Mstep: Class 7 contains 162542 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165883 members 
Mstep: Class 13 contains 68428 members 
Mstep: Class 14 contains 45492 members 
Mstep: Class 15 contains 8387 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 191990 members 
Mstep: Class 19 contains 171784 members 
Mstep: Class 20 contains 164403 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52950 members 
Mstep: Class 23 contains 81903 members 
Mstep: Class 24 contains 157188 members 
Mstep: Class 25 contains 11047 members 
Mstep: Class 26 contains 12767 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700704.000000 Penalty: 95705.312500
Iteration 190Q: 28 clusters Score -1.947007e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 96701 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 84237 members 
Mstep: Class 5 contains 81868 members 
Mstep: Class 6 contains 30013 members 
Mstep: Class 7 contains 162484 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165919 members 
Mstep: Class 13 contains 68423 members 
Mstep: Class 14 contains 45504 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 192287 members 
Mstep: Class 19 contains 171730 members 
Mstep: Class 20 contains 164337 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52964 members 
Mstep: Class 23 contains 81868 members 
Mstep: Class 24 contains 157257 members 
Mstep: Class 25 contains 11037 members 
Mstep: Class 26 contains 12758 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700480.000000 Penalty: 95705.312500
Iteration 191Q: 28 clusters Score -1.947005e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 96611 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 84201 members 
Mstep: Class 5 contains 81866 members 
Mstep: Class 6 contains 29947 members 
Mstep: Class 7 contains 162403 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165933 members 
Mstep: Class 13 contains 68415 members 
Mstep: Class 14 contains 45512 members 
Mstep: Class 15 contains 8375 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 192614 members 
Mstep: Class 19 contains 171667 members 
Mstep: Class 20 contains 164327 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52977 members 
Mstep: Class 23 contains 81818 members 
Mstep: Class 24 contains 157333 members 
Mstep: Class 25 contains 11023 members 
Mstep: Class 26 contains 12753 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700448.000000 Penalty: 95705.312500
Iteration 192Q: 28 clusters Score -1.947004e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 96509 members 
Mstep: Class 3 contains 5727 members 
Mstep: Class 4 contains 84174 members 
Mstep: Class 5 contains 81865 members 
Mstep: Class 6 contains 29884 members 
Mstep: Class 7 contains 162282 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165951 members 
Mstep: Class 13 contains 68417 members 
Mstep: Class 14 contains 45526 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 192973 members 
Mstep: Class 19 contains 171662 members 
Mstep: Class 20 contains 164321 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52956 members 
Mstep: Class 23 contains 81751 members 
Mstep: Class 24 contains 157378 members 
Mstep: Class 25 contains 11011 members 
Mstep: Class 26 contains 12743 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700480.000000 Penalty: 95705.312500
Iteration 193Q: 28 clusters Score -1.947005e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 96424 members 
Mstep: Class 3 contains 5728 members 
Mstep: Class 4 contains 84142 members 
Mstep: Class 5 contains 81858 members 
Mstep: Class 6 contains 29830 members 
Mstep: Class 7 contains 162167 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 165967 members 
Mstep: Class 13 contains 68405 members 
Mstep: Class 14 contains 45545 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 193285 members 
Mstep: Class 19 contains 171668 members 
Mstep: Class 20 contains 164305 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52938 members 
Mstep: Class 23 contains 81708 members 
Mstep: Class 24 contains 157448 members 
Mstep: Class 25 contains 10983 members 
Mstep: Class 26 contains 12735 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699968.000000 Penalty: 95705.312500
Iteration 194Q: 28 clusters Score -1.947e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 96340 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 84091 members 
Mstep: Class 5 contains 81852 members 
Mstep: Class 6 contains 29761 members 
Mstep: Class 7 contains 162086 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 166022 members 
Mstep: Class 13 contains 68356 members 
Mstep: Class 14 contains 45556 members 
Mstep: Class 15 contains 8365 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 193594 members 
Mstep: Class 19 contains 171646 members 
Mstep: Class 20 contains 164264 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52927 members 
Mstep: Class 23 contains 81699 members 
Mstep: Class 24 contains 157519 members 
Mstep: Class 25 contains 10965 members 
Mstep: Class 26 contains 12729 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701104.000000 Penalty: 95705.312500
Iteration 195Q: 28 clusters Score -1.947011e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 96256 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 84024 members 
Mstep: Class 5 contains 81863 members 
Mstep: Class 6 contains 29670 members 
Mstep: Class 7 contains 162043 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 166053 members 
Mstep: Class 13 contains 68319 members 
Mstep: Class 14 contains 45562 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 193847 members 
Mstep: Class 19 contains 171635 members 
Mstep: Class 20 contains 164285 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52915 members 
Mstep: Class 23 contains 81683 members 
Mstep: Class 24 contains 157576 members 
Mstep: Class 25 contains 10951 members 
Mstep: Class 26 contains 12732 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700928.000000 Penalty: 95705.312500
Iteration 196Q: 28 clusters Score -1.947009e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 96174 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83970 members 
Mstep: Class 5 contains 81859 members 
Mstep: Class 6 contains 29593 members 
Mstep: Class 7 contains 161991 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 166103 members 
Mstep: Class 13 contains 68285 members 
Mstep: Class 14 contains 45573 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 194144 members 
Mstep: Class 19 contains 171617 members 
Mstep: Class 20 contains 164278 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52894 members 
Mstep: Class 23 contains 81649 members 
Mstep: Class 24 contains 157628 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 12718 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700656.000000 Penalty: 95705.312500
Iteration 197Q: 28 clusters Score -1.947007e+08 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 96076 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83943 members 
Mstep: Class 5 contains 81857 members 
Mstep: Class 6 contains 29499 members 
Mstep: Class 7 contains 161962 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 166154 members 
Mstep: Class 13 contains 68263 members 
Mstep: Class 14 contains 45576 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 194393 members 
Mstep: Class 19 contains 171609 members 
Mstep: Class 20 contains 164230 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52876 members 
Mstep: Class 23 contains 81618 members 
Mstep: Class 24 contains 157713 members 
Mstep: Class 25 contains 10945 members 
Mstep: Class 26 contains 12715 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700928.000000 Penalty: 95705.312500
Iteration 198Q: 28 clusters Score -1.947009e+08 nChanged 3717
Entering ConstructFrom: 
Score: -194700928.000000 Penalty: 95705.312500
Entering ConstructFrom: 
Trying to split cluster 1 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -239991.390625 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -239991.4 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 1011 members 
Entering Unmasked Estep 
Score: -237407.093750 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -237407.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -237841.906250 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -237841.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -237964.781250 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -237964.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -238026.500000 Penalty: 3756.980957
	Iteration 3Q: 3 clusters Score -238026.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -238055.000000 Penalty: 3756.980957
	Iteration 4Q: 3 clusters Score -238055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -238080.093750 Penalty: 3756.980957
	Iteration 5Q: 3 clusters Score -238080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238093.296875 Penalty: 3756.980957
	Iteration 6Q: 3 clusters Score -238093.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238106.906250 Penalty: 3756.980957
	Iteration 7Q: 3 clusters Score -238106.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238120.078125 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -238120.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238125.718750 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -238125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -238131.156250 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -238131.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -238135.906250 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -238135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -238138.656250 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -238138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -238141.796875 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -238141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -238146.406250 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -238146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238149.078125 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -238149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -238150.390625 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -238150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238151.203125 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -238151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238151.843750 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -238151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -238152.468750 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -238152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -238152.468750 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -238152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Entering Unmasked Estep 
Score: -11956485.000000 Penalty: 2845.068848
	Iteration 0F: 2 clusters Score -1.195648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -11892125.000000 Penalty: 5690.137695
	Iteration 0F: 3 clusters Score -1.189212e+07 nChanged 45387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -11917995.000000 Penalty: 5690.137695
	Iteration 1F: 3 clusters Score -1.1918e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -11918640.000000 Penalty: 5690.137695
	Iteration 2Q: 3 clusters Score -1.191864e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -11919380.000000 Penalty: 5690.137695
	Iteration 3Q: 3 clusters Score -1.191938e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -11920164.000000 Penalty: 5690.137695
	Iteration 4Q: 3 clusters Score -1.192016e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -11921086.000000 Penalty: 5690.137695
	Iteration 5Q: 3 clusters Score -1.192109e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -11922226.000000 Penalty: 5690.137695
	Iteration 6Q: 3 clusters Score -1.192223e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -11924217.000000 Penalty: 5690.137695
	Iteration 7Q: 3 clusters Score -1.192422e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -11927112.000000 Penalty: 5690.137695
	Iteration 8F: 3 clusters Score -1.192711e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -11931528.000000 Penalty: 5690.137695
	Iteration 9F: 3 clusters Score -1.193153e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -11936870.000000 Penalty: 5690.137695
	Iteration 10F: 3 clusters Score -1.193687e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -11942315.000000 Penalty: 5690.137695
	Iteration 11F: 3 clusters Score -1.194232e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -11946793.000000 Penalty: 5690.137695
	Iteration 12F: 3 clusters Score -1.194679e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -11949843.000000 Penalty: 5690.137695
	Iteration 13Q: 3 clusters Score -1.194984e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -11951807.000000 Penalty: 5690.137695
	Iteration 14Q: 3 clusters Score -1.195181e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -11952787.000000 Penalty: 5690.137695
	Iteration 15Q: 3 clusters Score -1.195279e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -11953300.000000 Penalty: 5690.137695
	Iteration 16Q: 3 clusters Score -1.19533e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -11953575.000000 Penalty: 5690.137695
	Iteration 17Q: 3 clusters Score -1.195358e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -11953723.000000 Penalty: 5690.137695
	Iteration 18Q: 3 clusters Score -1.195372e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -11953821.000000 Penalty: 5690.137695
	Iteration 19Q: 3 clusters Score -1.195382e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -11953859.000000 Penalty: 5690.137695
	Iteration 20F: 3 clusters Score -1.195386e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -11953908.000000 Penalty: 5690.137695
	Iteration 21Q: 3 clusters Score -1.195391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -11953930.000000 Penalty: 5690.137695
	Iteration 22Q: 3 clusters Score -1.195393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -11953964.000000 Penalty: 5690.137695
	Iteration 23Q: 3 clusters Score -1.195396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -11953977.000000 Penalty: 5690.137695
	Iteration 24Q: 3 clusters Score -1.195398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -11953997.000000 Penalty: 5690.137695
	Iteration 25Q: 3 clusters Score -1.1954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -11953983.000000 Penalty: 5690.137695
	Iteration 26Q: 3 clusters Score -1.195398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -11953997.000000 Penalty: 5690.137695
	Iteration 27Q: 3 clusters Score -1.1954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -11953985.000000 Penalty: 5690.137695
	Iteration 28Q: 3 clusters Score -1.195398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -11953991.000000 Penalty: 5690.137695
	Iteration 29Q: 3 clusters Score -1.195399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -11953992.000000 Penalty: 5690.137695
	Iteration 30Q: 3 clusters Score -1.195399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -11953990.000000 Penalty: 5690.137695
	Iteration 31Q: 3 clusters Score -1.195399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -11953999.000000 Penalty: 5690.137695
	Iteration 32Q: 3 clusters Score -1.1954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -11953999.000000 Penalty: 5690.137695
	Iteration 33F: 3 clusters Score -1.1954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -664556.937500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -664556.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -659598.625000 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -659598.6 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -660766.812500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -660766.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -661013.062500 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -661013.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -661175.375000 Penalty: 4292.035156
	Iteration 3F: 3 clusters Score -661175.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -661318.125000 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -661318.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -661452.437500 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -661452.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -661582.750000 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -661582.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -661728.875000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -661728.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -661886.437500 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -661886.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -662023.062500 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -662023.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -662155.937500 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -662155.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -662287.750000 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -662287.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -662402.937500 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -662402.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -662510.062500 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -662510.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -662609.812500 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -662609.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -662693.562500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -662693.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -662770.187500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -662770.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -662825.562500 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -662825.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -662871.250000 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -662871.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -662905.937500 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -662905.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -662956.625000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -662956.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -662990.062500 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -662990.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -663012.562500 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -663012.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -663027.062500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -663027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -663035.125000 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -663035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -663045.000000 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -663045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -663049.687500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -663049.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -663052.312500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -663052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -663056.812500 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -663056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -663058.437500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -663058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -663060.750000 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -663060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -663060.062500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -663060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -663061.375000 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -663061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -663060.375000 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -663060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -663060.375000 Penalty: 4292.035156
	Iteration 34F: 3 clusters Score -663060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Entering Unmasked Estep 
Score: -10440022.000000 Penalty: 2811.809326
	Iteration 0F: 2 clusters Score -1.044002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -10383801.000000 Penalty: 5623.618652
	Iteration 0F: 3 clusters Score -1.03838e+07 nChanged 39469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -10406304.000000 Penalty: 5623.618652
	Iteration 1F: 3 clusters Score -1.04063e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -10407012.000000 Penalty: 5623.618652
	Iteration 2Q: 3 clusters Score -1.040701e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -10407729.000000 Penalty: 5623.618652
	Iteration 3Q: 3 clusters Score -1.040773e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -10408724.000000 Penalty: 5623.618652
	Iteration 4Q: 3 clusters Score -1.040872e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -10410080.000000 Penalty: 5623.618652
	Iteration 5Q: 3 clusters Score -1.041008e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -10412376.000000 Penalty: 5623.618652
	Iteration 6F: 3 clusters Score -1.041238e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -10415672.000000 Penalty: 5623.618652
	Iteration 7F: 3 clusters Score -1.041567e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -10420447.000000 Penalty: 5623.618652
	Iteration 8F: 3 clusters Score -1.042045e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -10425831.000000 Penalty: 5623.618652
	Iteration 9F: 3 clusters Score -1.042583e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10430502.000000 Penalty: 5623.618652
	Iteration 10F: 3 clusters Score -1.04305e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -10433886.000000 Penalty: 5623.618652
	Iteration 11Q: 3 clusters Score -1.043389e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10435713.000000 Penalty: 5623.618652
	Iteration 12Q: 3 clusters Score -1.043571e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10436654.000000 Penalty: 5623.618652
	Iteration 13Q: 3 clusters Score -1.043665e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10437132.000000 Penalty: 5623.618652
	Iteration 14Q: 3 clusters Score -1.043713e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10437395.000000 Penalty: 5623.618652
	Iteration 15Q: 3 clusters Score -1.04374e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10437512.000000 Penalty: 5623.618652
	Iteration 16Q: 3 clusters Score -1.043751e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10437631.000000 Penalty: 5623.618652
	Iteration 17Q: 3 clusters Score -1.043763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10437711.000000 Penalty: 5623.618652
	Iteration 18Q: 3 clusters Score -1.043771e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10437775.000000 Penalty: 5623.618652
	Iteration 19Q: 3 clusters Score -1.043778e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10437857.000000 Penalty: 5623.618652
	Iteration 20F: 3 clusters Score -1.043786e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10437937.000000 Penalty: 5623.618652
	Iteration 21Q: 3 clusters Score -1.043794e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10437976.000000 Penalty: 5623.618652
	Iteration 22Q: 3 clusters Score -1.043798e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10438013.000000 Penalty: 5623.618652
	Iteration 23Q: 3 clusters Score -1.043801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10438038.000000 Penalty: 5623.618652
	Iteration 24Q: 3 clusters Score -1.043804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10438050.000000 Penalty: 5623.618652
	Iteration 25Q: 3 clusters Score -1.043805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10438066.000000 Penalty: 5623.618652
	Iteration 26Q: 3 clusters Score -1.043807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10438082.000000 Penalty: 5623.618652
	Iteration 27Q: 3 clusters Score -1.043808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10438098.000000 Penalty: 5623.618652
	Iteration 28Q: 3 clusters Score -1.04381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10438118.000000 Penalty: 5623.618652
	Iteration 29Q: 3 clusters Score -1.043812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10438136.000000 Penalty: 5623.618652
	Iteration 30Q: 3 clusters Score -1.043814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10438148.000000 Penalty: 5623.618652
	Iteration 31Q: 3 clusters Score -1.043815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10438158.000000 Penalty: 5623.618652
	Iteration 32Q: 3 clusters Score -1.043816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10438161.000000 Penalty: 5623.618652
	Iteration 33Q: 3 clusters Score -1.043816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10438156.000000 Penalty: 5623.618652
	Iteration 34Q: 3 clusters Score -1.043816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10438158.000000 Penalty: 5623.618652
	Iteration 35Q: 3 clusters Score -1.043816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10438158.000000 Penalty: 5623.618652
	Iteration 36F: 3 clusters Score -1.043816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (81847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Entering Unmasked Estep 
Score: -9743701.000000 Penalty: 2805.526367
	Iteration 0F: 2 clusters Score -9743701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -9688965.000000 Penalty: 5611.052734
	Iteration 0F: 3 clusters Score -9688965 nChanged 38481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -9710761.000000 Penalty: 5611.052734
	Iteration 1F: 3 clusters Score -9710761 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -9711869.000000 Penalty: 5611.052734
	Iteration 2Q: 3 clusters Score -9711869 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -9713868.000000 Penalty: 5611.052734
	Iteration 3F: 3 clusters Score -9713868 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -9717422.000000 Penalty: 5611.052734
	Iteration 4F: 3 clusters Score -9717422 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -9723354.000000 Penalty: 5611.052734
	Iteration 5F: 3 clusters Score -9723354 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -9730885.000000 Penalty: 5611.052734
	Iteration 6F: 3 clusters Score -9730885 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -9736872.000000 Penalty: 5611.052734
	Iteration 7F: 3 clusters Score -9736872 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9739813.000000 Penalty: 5611.052734
	Iteration 8Q: 3 clusters Score -9739813 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9740756.000000 Penalty: 5611.052734
	Iteration 9Q: 3 clusters Score -9740756 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9741036.000000 Penalty: 5611.052734
	Iteration 10Q: 3 clusters Score -9741036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9741135.000000 Penalty: 5611.052734
	Iteration 11Q: 3 clusters Score -9741135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9741192.000000 Penalty: 5611.052734
	Iteration 12Q: 3 clusters Score -9741192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9741230.000000 Penalty: 5611.052734
	Iteration 13Q: 3 clusters Score -9741230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9741257.000000 Penalty: 5611.052734
	Iteration 14Q: 3 clusters Score -9741257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9741266.000000 Penalty: 5611.052734
	Iteration 15Q: 3 clusters Score -9741266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9741271.000000 Penalty: 5611.052734
	Iteration 16Q: 3 clusters Score -9741271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9741281.000000 Penalty: 5611.052734
	Iteration 17Q: 3 clusters Score -9741281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9741286.000000 Penalty: 5611.052734
	Iteration 18Q: 3 clusters Score -9741286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9741299.000000 Penalty: 5611.052734
	Iteration 19Q: 3 clusters Score -9741299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9741304.000000 Penalty: 5611.052734
	Iteration 20F: 3 clusters Score -9741304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9741303.000000 Penalty: 5611.052734
	Iteration 21Q: 3 clusters Score -9741303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9741310.000000 Penalty: 5611.052734
	Iteration 22Q: 3 clusters Score -9741310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9741308.000000 Penalty: 5611.052734
	Iteration 23Q: 3 clusters Score -9741308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9741308.000000 Penalty: 5611.052734
	Iteration 24F: 3 clusters Score -9741308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Entering Unmasked Estep 
Score: -3553078.000000 Penalty: 2551.483398
	Iteration 0F: 2 clusters Score -3553078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3532918.250000 Penalty: 5102.966797
	Iteration 0F: 3 clusters Score -3532918 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3540136.250000 Penalty: 5102.966797
	Iteration 1F: 3 clusters Score -3540136 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3540622.250000 Penalty: 5102.966797
	Iteration 2Q: 3 clusters Score -3540622 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3541116.000000 Penalty: 5102.966797
	Iteration 3Q: 3 clusters Score -3541116 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3541568.250000 Penalty: 5102.966797
	Iteration 4Q: 3 clusters Score -3541568 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3542033.000000 Penalty: 5102.966797
	Iteration 5Q: 3 clusters Score -3542033 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3542533.500000 Penalty: 5102.966797
	Iteration 6Q: 3 clusters Score -3542534 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3543126.500000 Penalty: 5102.966797
	Iteration 7Q: 3 clusters Score -3543126 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3543843.250000 Penalty: 5102.966797
	Iteration 8Q: 3 clusters Score -3543843 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3544720.250000 Penalty: 5102.966797
	Iteration 9Q: 3 clusters Score -3544720 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -3545651.750000 Penalty: 5102.966797
	Iteration 10Q: 3 clusters Score -3545652 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3546465.250000 Penalty: 5102.966797
	Iteration 11Q: 3 clusters Score -3546465 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3547095.250000 Penalty: 5102.966797
	Iteration 12Q: 3 clusters Score -3547095 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3547513.000000 Penalty: 5102.966797
	Iteration 13Q: 3 clusters Score -3547513 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3547817.250000 Penalty: 5102.966797
	Iteration 14Q: 3 clusters Score -3547817 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -3548081.250000 Penalty: 5102.966797
	Iteration 15Q: 3 clusters Score -3548081 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3548321.000000 Penalty: 5102.966797
	Iteration 16Q: 3 clusters Score -3548321 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3548551.750000 Penalty: 5102.966797
	Iteration 17Q: 3 clusters Score -3548552 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3548759.500000 Penalty: 5102.966797
	Iteration 18Q: 3 clusters Score -3548760 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3548981.000000 Penalty: 5102.966797
	Iteration 19Q: 3 clusters Score -3548981 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3549145.250000 Penalty: 5102.966797
	Iteration 20F: 3 clusters Score -3549145 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3549300.250000 Penalty: 5102.966797
	Iteration 21Q: 3 clusters Score -3549300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3549426.750000 Penalty: 5102.966797
	Iteration 22Q: 3 clusters Score -3549427 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3549549.000000 Penalty: 5102.966797
	Iteration 23Q: 3 clusters Score -3549549 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3549632.250000 Penalty: 5102.966797
	Iteration 24Q: 3 clusters Score -3549632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3549727.500000 Penalty: 5102.966797
	Iteration 25Q: 3 clusters Score -3549728 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3549833.250000 Penalty: 5102.966797
	Iteration 26Q: 3 clusters Score -3549833 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3549919.750000 Penalty: 5102.966797
	Iteration 27Q: 3 clusters Score -3549920 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3550004.000000 Penalty: 5102.966797
	Iteration 28Q: 3 clusters Score -3550004 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3550098.750000 Penalty: 5102.966797
	Iteration 29Q: 3 clusters Score -3550099 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3550172.500000 Penalty: 5102.966797
	Iteration 30Q: 3 clusters Score -3550172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3550216.750000 Penalty: 5102.966797
	Iteration 31Q: 3 clusters Score -3550217 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3550260.000000 Penalty: 5102.966797
	Iteration 32Q: 3 clusters Score -3550260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3550300.750000 Penalty: 5102.966797
	Iteration 33Q: 3 clusters Score -3550301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3550349.500000 Penalty: 5102.966797
	Iteration 34Q: 3 clusters Score -3550350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3550382.250000 Penalty: 5102.966797
	Iteration 35Q: 3 clusters Score -3550382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3550414.000000 Penalty: 5102.966797
	Iteration 36Q: 3 clusters Score -3550414 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3550432.250000 Penalty: 5102.966797
	Iteration 37Q: 3 clusters Score -3550432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3550455.500000 Penalty: 5102.966797
	Iteration 38Q: 3 clusters Score -3550456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3550473.500000 Penalty: 5102.966797
	Iteration 39Q: 3 clusters Score -3550474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3550491.000000 Penalty: 5102.966797
	Iteration 40F: 3 clusters Score -3550491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3550513.750000 Penalty: 5102.966797
	Iteration 41Q: 3 clusters Score -3550514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3550534.250000 Penalty: 5102.966797
	Iteration 42Q: 3 clusters Score -3550534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3550556.000000 Penalty: 5102.966797
	Iteration 43Q: 3 clusters Score -3550556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3550587.250000 Penalty: 5102.966797
	Iteration 44Q: 3 clusters Score -3550587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3550608.750000 Penalty: 5102.966797
	Iteration 45Q: 3 clusters Score -3550609 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3550624.000000 Penalty: 5102.966797
	Iteration 46Q: 3 clusters Score -3550624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3550647.500000 Penalty: 5102.966797
	Iteration 47Q: 3 clusters Score -3550648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3550672.750000 Penalty: 5102.966797
	Iteration 48Q: 3 clusters Score -3550673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3550683.500000 Penalty: 5102.966797
	Iteration 49Q: 3 clusters Score -3550684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3550701.750000 Penalty: 5102.966797
	Iteration 50Q: 3 clusters Score -3550702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3550716.750000 Penalty: 5102.966797
	Iteration 51Q: 3 clusters Score -3550717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3550725.000000 Penalty: 5102.966797
	Iteration 52Q: 3 clusters Score -3550725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3550739.500000 Penalty: 5102.966797
	Iteration 53Q: 3 clusters Score -3550740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3550747.750000 Penalty: 5102.966797
	Iteration 54Q: 3 clusters Score -3550748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3550769.000000 Penalty: 5102.966797
	Iteration 55Q: 3 clusters Score -3550769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3550779.250000 Penalty: 5102.966797
	Iteration 56Q: 3 clusters Score -3550779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3550790.250000 Penalty: 5102.966797
	Iteration 57Q: 3 clusters Score -3550790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3550794.500000 Penalty: 5102.966797
	Iteration 58Q: 3 clusters Score -3550794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3550804.500000 Penalty: 5102.966797
	Iteration 59Q: 3 clusters Score -3550804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3550808.750000 Penalty: 5102.966797
	Iteration 60F: 3 clusters Score -3550809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3550820.250000 Penalty: 5102.966797
	Iteration 61Q: 3 clusters Score -3550820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3550825.500000 Penalty: 5102.966797
	Iteration 62Q: 3 clusters Score -3550826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3550831.250000 Penalty: 5102.966797
	Iteration 63Q: 3 clusters Score -3550831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3550831.750000 Penalty: 5102.966797
	Iteration 64Q: 3 clusters Score -3550832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3550832.250000 Penalty: 5102.966797
	Iteration 65Q: 3 clusters Score -3550832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3550835.750000 Penalty: 5102.966797
	Iteration 66Q: 3 clusters Score -3550836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3550842.500000 Penalty: 5102.966797
	Iteration 67Q: 3 clusters Score -3550842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3550844.000000 Penalty: 5102.966797
	Iteration 68Q: 3 clusters Score -3550844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3550848.250000 Penalty: 5102.966797
	Iteration 69Q: 3 clusters Score -3550848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3550850.250000 Penalty: 5102.966797
	Iteration 70Q: 3 clusters Score -3550850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3550852.000000 Penalty: 5102.966797
	Iteration 71Q: 3 clusters Score -3550852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3550849.250000 Penalty: 5102.966797
	Iteration 72Q: 3 clusters Score -3550849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3550849.250000 Penalty: 5102.966797
	Iteration 73F: 3 clusters Score -3550849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Entering Unmasked Estep 
Score: -20094740.000000 Penalty: 2974.715576
	Iteration 0F: 2 clusters Score -2.009474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -19988016.000000 Penalty: 5949.431152
	Iteration 0F: 3 clusters Score -1.998802e+07 nChanged 77488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 85430 members 
Entering Unmasked Estep 
Score: -20033138.000000 Penalty: 5949.431152
	Iteration 1F: 3 clusters Score -2.003314e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -20034376.000000 Penalty: 5949.431152
	Iteration 2Q: 3 clusters Score -2.003438e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -20036046.000000 Penalty: 5949.431152
	Iteration 3Q: 3 clusters Score -2.003605e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -20039028.000000 Penalty: 5949.431152
	Iteration 4Q: 3 clusters Score -2.003903e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -20044776.000000 Penalty: 5949.431152
	Iteration 5F: 3 clusters Score -2.004478e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 118521 members 
Entering Unmasked Estep 
Score: -20054298.000000 Penalty: 5949.431152
	Iteration 6F: 3 clusters Score -2.00543e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 132123 members 
Entering Unmasked Estep 
Score: -20067764.000000 Penalty: 5949.431152
	Iteration 7F: 3 clusters Score -2.006776e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 144132 members 
Entering Unmasked Estep 
Score: -20080238.000000 Penalty: 5949.431152
	Iteration 8F: 3 clusters Score -2.008024e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 151669 members 
Entering Unmasked Estep 
Score: -20087836.000000 Penalty: 5949.431152
	Iteration 9Q: 3 clusters Score -2.008784e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -20091356.000000 Penalty: 5949.431152
	Iteration 10Q: 3 clusters Score -2.009136e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -20092708.000000 Penalty: 5949.431152
	Iteration 11Q: 3 clusters Score -2.009271e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -20093282.000000 Penalty: 5949.431152
	Iteration 12Q: 3 clusters Score -2.009328e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 157583 members 
Entering Unmasked Estep 
Score: -20093452.000000 Penalty: 5949.431152
	Iteration 13Q: 3 clusters Score -2.009345e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -20093514.000000 Penalty: 5949.431152
	Iteration 14Q: 3 clusters Score -2.009351e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 158062 members 
Entering Unmasked Estep 
Score: -20093560.000000 Penalty: 5949.431152
	Iteration 15Q: 3 clusters Score -2.009356e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -20093578.000000 Penalty: 5949.431152
	Iteration 16Q: 3 clusters Score -2.009358e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 158359 members 
Entering Unmasked Estep 
Score: -20093576.000000 Penalty: 5949.431152
	Iteration 17Q: 3 clusters Score -2.009358e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 158478 members 
Entering Unmasked Estep 
Score: -20093584.000000 Penalty: 5949.431152
	Iteration 18Q: 3 clusters Score -2.009358e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -20093586.000000 Penalty: 5949.431152
	Iteration 19Q: 3 clusters Score -2.009359e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 158660 members 
Entering Unmasked Estep 
Score: -20093610.000000 Penalty: 5949.431152
	Iteration 20F: 3 clusters Score -2.009361e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 158730 members 
Entering Unmasked Estep 
Score: -20093616.000000 Penalty: 5949.431152
	Iteration 21Q: 3 clusters Score -2.009362e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -20093598.000000 Penalty: 5949.431152
	Iteration 22Q: 3 clusters Score -2.00936e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 158838 members 
Entering Unmasked Estep 
Score: -20093592.000000 Penalty: 5949.431152
	Iteration 23Q: 3 clusters Score -2.009359e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 158885 members 
Entering Unmasked Estep 
Score: -20093586.000000 Penalty: 5949.431152
	Iteration 24Q: 3 clusters Score -2.009359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -20093594.000000 Penalty: 5949.431152
	Iteration 25Q: 3 clusters Score -2.009359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -20093566.000000 Penalty: 5949.431152
	Iteration 26Q: 3 clusters Score -2.009357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 158979 members 
Entering Unmasked Estep 
Score: -20093578.000000 Penalty: 5949.431152
	Iteration 27Q: 3 clusters Score -2.009358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -20093592.000000 Penalty: 5949.431152
	Iteration 28Q: 3 clusters Score -2.009359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 159021 members 
Entering Unmasked Estep 
Score: -20093588.000000 Penalty: 5949.431152
	Iteration 29Q: 3 clusters Score -2.009359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 159043 members 
Entering Unmasked Estep 
Score: -20093588.000000 Penalty: 5949.431152
	Iteration 30Q: 3 clusters Score -2.009359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 159059 members 
Entering Unmasked Estep 
Score: -20093614.000000 Penalty: 5949.431152
	Iteration 31Q: 3 clusters Score -2.009361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 159068 members 
Entering Unmasked Estep 
Score: -20093604.000000 Penalty: 5949.431152
	Iteration 32Q: 3 clusters Score -2.00936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -20093604.000000 Penalty: 5949.431152
	Iteration 33Q: 3 clusters Score -2.00936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 159085 members 
Entering Unmasked Estep 
Score: -20093608.000000 Penalty: 5949.431152
	Iteration 34Q: 3 clusters Score -2.009361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 159095 members 
Entering Unmasked Estep 
Score: -20093604.000000 Penalty: 5949.431152
	Iteration 35Q: 3 clusters Score -2.00936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 159114 members 
Entering Unmasked Estep 
Score: -20093598.000000 Penalty: 5949.431152
	Iteration 36Q: 3 clusters Score -2.00936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -20093612.000000 Penalty: 5949.431152
	Iteration 37Q: 3 clusters Score -2.009361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -20093612.000000 Penalty: 5949.431152
	Iteration 38Q: 3 clusters Score -2.009361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 159157 members 
Entering Unmasked Estep 
Score: -20093620.000000 Penalty: 5949.431152
	Iteration 39Q: 3 clusters Score -2.009362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 159164 members 
Entering Unmasked Estep 
Score: -20093634.000000 Penalty: 5949.431152
	Iteration 40F: 3 clusters Score -2.009363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -20093620.000000 Penalty: 5949.431152
	Iteration 41Q: 3 clusters Score -2.009362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 159180 members 
Entering Unmasked Estep 
Score: -20093630.000000 Penalty: 5949.431152
	Iteration 42Q: 3 clusters Score -2.009363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -20093626.000000 Penalty: 5949.431152
	Iteration 43Q: 3 clusters Score -2.009363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 159187 members 
Entering Unmasked Estep 
Score: -20093626.000000 Penalty: 5949.431152
	Iteration 44Q: 3 clusters Score -2.009363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -20093610.000000 Penalty: 5949.431152
	Iteration 45Q: 3 clusters Score -2.009361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -20093614.000000 Penalty: 5949.431152
	Iteration 46Q: 3 clusters Score -2.009361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -20093624.000000 Penalty: 5949.431152
	Iteration 47Q: 3 clusters Score -2.009362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 159192 members 
Entering Unmasked Estep 
Score: -20093624.000000 Penalty: 5949.431152
	Iteration 48F: 3 clusters Score -2.009362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -116277.320312 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -116277.3 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 557 members 
Entering Unmasked Estep 
Score: -114265.328125 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -114265.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114607.304688 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -114607.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -114719.625000 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -114719.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114764.460938 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -114764.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114792.062500 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -114792.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -114813.085938 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -114813.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114840.289062 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -114840.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114862.390625 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -114862.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114881.218750 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -114881.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114906.515625 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -114906.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -114947.671875 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -114947.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114975.710938 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -114975.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115021.281250 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -115021.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115070.148438 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -115070.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115116.007812 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -115116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -115156.148438 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -115156.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -115209.007812 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -115209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -115254.953125 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -115255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -115330.351562 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -115330.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -115443.437500 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -115443.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -115533.054688 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -115533.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115583.648438 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -115583.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -115627.734375 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -115627.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -115699.929688 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -115699.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115754.531250 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -115754.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -115810.500000 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -115810.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -115872.250000 Penalty: 3479.793213
	Iteration 26Q: 3 clusters Score -115872.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115921.703125 Penalty: 3479.793213
	Iteration 27Q: 3 clusters Score -115921.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115980.804688 Penalty: 3479.793213
	Iteration 28Q: 3 clusters Score -115980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116004.406250 Penalty: 3479.793213
	Iteration 29Q: 3 clusters Score -116004.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116024.250000 Penalty: 3479.793213
	Iteration 30Q: 3 clusters Score -116024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116038.750000 Penalty: 3479.793213
	Iteration 31Q: 3 clusters Score -116038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116056.781250 Penalty: 3479.793213
	Iteration 32Q: 3 clusters Score -116056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -116066.515625 Penalty: 3479.793213
	Iteration 33Q: 3 clusters Score -116066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -116069.312500 Penalty: 3479.793213
	Iteration 34Q: 3 clusters Score -116069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -116069.312500 Penalty: 3479.793213
	Iteration 35F: 3 clusters Score -116069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62633.132812 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62633.13 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62887.093750 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -62887.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63001.730469 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -63001.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63082.433594 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -63082.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63133.156250 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -63133.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63162.406250 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63162.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63198.074219 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -63198.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63224.304688 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63295.359375 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -63295.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63400.992188 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -63400.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63581.878906 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -63581.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63792.539062 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -63792.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64037.484375 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -64037.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64203.453125 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -64203.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64354.007812 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -64354.01 nChanged 18
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: -64458.109375 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -64458.11 nChanged 7
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: -64559.710938 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -64559.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -64590.746094 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -64590.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64616.160156 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -64616.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64628.695312 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -64628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64643.683594 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -64643.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64726.093750 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -64726.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64777.757812 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -64777.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -64811.414062 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -64811.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64830.101562 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -64830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64871.296875 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -64871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -64916.765625 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -64916.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64948.371094 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -64948.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64948.371094 Penalty: 3192.330566
	Iteration 28F: 3 clusters Score -64948.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95995 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83947 members 
Mstep: Class 5 contains 81847 members 
Mstep: Class 6 contains 29385 members 
Mstep: Class 7 contains 161914 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 444 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 166170 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 194590 members 
Mstep: Class 19 contains 171631 members 
Mstep: Class 20 contains 164231 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52872 members 
Mstep: Class 23 contains 81603 members 
Mstep: Class 24 contains 157781 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 180 members 
Entering Unmasked Estep 
Score: -194699168.000000 Penalty: 99249.953125
Splitting cluster 9 changes total score from -194700928.000000 to -194699168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -314686.656250 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -314686.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -311711.343750 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -311711.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312284.781250 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -312284.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -312440.593750 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -312440.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -312538.843750 Penalty: 3892.296631
	Iteration 3F: 3 clusters Score -312538.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -312618.625000 Penalty: 3892.296631
	Iteration 4Q: 3 clusters Score -312618.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -312672.312500 Penalty: 3892.296631
	Iteration 5Q: 3 clusters Score -312672.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -312723.281250 Penalty: 3892.296631
	Iteration 6Q: 3 clusters Score -312723.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -312760.812500 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -312760.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -312783.281250 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -312783.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -312809.750000 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -312809.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -312827.968750 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -312828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -312849.843750 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -312849.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -312875.843750 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -312875.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -312893.687500 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -312893.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -312909.843750 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -312909.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -312918.281250 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -312918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -312925.593750 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -312925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -312932.062500 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -312932.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -312938.375000 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -312938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -312941.312500 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -312941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -312942.250000 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -312942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -312942.468750 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -312942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -312943.562500 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -312943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -312945.250000 Penalty: 3892.296631
	Iteration 23Q: 3 clusters Score -312945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -312946.062500 Penalty: 3892.296631
	Iteration 24Q: 3 clusters Score -312946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -312946.812500 Penalty: 3892.296631
	Iteration 25Q: 3 clusters Score -312946.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -312946.812500 Penalty: 3892.296631
	Iteration 26F: 3 clusters Score -312946.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -103089.851562 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -103089.9 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 458 members 
Entering Unmasked Estep 
Score: -101227.125000 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -101227.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101511.664062 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -101511.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101607.796875 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -101607.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101650.187500 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -101650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101682.101562 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -101682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101703.179688 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -101703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -101723.468750 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -101723.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101731.265625 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -101731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101733.750000 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -101733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101735.609375 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -101735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101740.507812 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -101740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -101746.992188 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -101747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101750.554688 Penalty: 3377.830566
	Iteration 12Q: 3 clusters Score -101750.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101753.710938 Penalty: 3377.830566
	Iteration 13Q: 3 clusters Score -101753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101754.984375 Penalty: 3377.830566
	Iteration 14Q: 3 clusters Score -101755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101754.984375 Penalty: 3377.830566
	Iteration 15F: 3 clusters Score -101755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (166170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Entering Unmasked Estep 
Score: -20406194.000000 Penalty: 2981.150146
	Iteration 0F: 2 clusters Score -2.040619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -20296748.000000 Penalty: 5962.300293
	Iteration 0F: 3 clusters Score -2.029675e+07 nChanged 79923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -20343102.000000 Penalty: 5962.300293
	Iteration 1F: 3 clusters Score -2.03431e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84775 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -20344188.000000 Penalty: 5962.300293
	Iteration 2Q: 3 clusters Score -2.034419e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -20345118.000000 Penalty: 5962.300293
	Iteration 3Q: 3 clusters Score -2.034512e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -20346378.000000 Penalty: 5962.300293
	Iteration 4Q: 3 clusters Score -2.034638e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -20348564.000000 Penalty: 5962.300293
	Iteration 5Q: 3 clusters Score -2.034856e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -20352170.000000 Penalty: 5962.300293
	Iteration 6Q: 3 clusters Score -2.035217e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -20358068.000000 Penalty: 5962.300293
	Iteration 7F: 3 clusters Score -2.035807e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109281 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -20367184.000000 Penalty: 5962.300293
	Iteration 8F: 3 clusters Score -2.036718e+07 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -20379188.000000 Penalty: 5962.300293
	Iteration 9F: 3 clusters Score -2.037919e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128495 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -20391494.000000 Penalty: 5962.300293
	Iteration 10F: 3 clusters Score -2.039149e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -20398906.000000 Penalty: 5962.300293
	Iteration 11F: 3 clusters Score -2.039891e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -20401704.000000 Penalty: 5962.300293
	Iteration 12Q: 3 clusters Score -2.04017e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -20402890.000000 Penalty: 5962.300293
	Iteration 13Q: 3 clusters Score -2.040289e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -20403542.000000 Penalty: 5962.300293
	Iteration 14Q: 3 clusters Score -2.040354e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140596 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -20404048.000000 Penalty: 5962.300293
	Iteration 15Q: 3 clusters Score -2.040405e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -20404460.000000 Penalty: 5962.300293
	Iteration 16Q: 3 clusters Score -2.040446e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -20404726.000000 Penalty: 5962.300293
	Iteration 17Q: 3 clusters Score -2.040473e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143563 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -20405044.000000 Penalty: 5962.300293
	Iteration 18Q: 3 clusters Score -2.040504e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -20405288.000000 Penalty: 5962.300293
	Iteration 19Q: 3 clusters Score -2.040529e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -20405508.000000 Penalty: 5962.300293
	Iteration 20F: 3 clusters Score -2.040551e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146271 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -20405640.000000 Penalty: 5962.300293
	Iteration 21Q: 3 clusters Score -2.040564e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -20405746.000000 Penalty: 5962.300293
	Iteration 22Q: 3 clusters Score -2.040575e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -20405962.000000 Penalty: 5962.300293
	Iteration 23Q: 3 clusters Score -2.040596e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -20406076.000000 Penalty: 5962.300293
	Iteration 24Q: 3 clusters Score -2.040608e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -20406286.000000 Penalty: 5962.300293
	Iteration 25Q: 3 clusters Score -2.040629e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -20406412.000000 Penalty: 5962.300293
	Iteration 26Q: 3 clusters Score -2.040641e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -20406522.000000 Penalty: 5962.300293
	Iteration 27Q: 3 clusters Score -2.040652e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -20406742.000000 Penalty: 5962.300293
	Iteration 28Q: 3 clusters Score -2.040674e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153162 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -20406844.000000 Penalty: 5962.300293
	Iteration 29Q: 3 clusters Score -2.040684e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -20406910.000000 Penalty: 5962.300293
	Iteration 30Q: 3 clusters Score -2.040691e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -20406964.000000 Penalty: 5962.300293
	Iteration 31Q: 3 clusters Score -2.040696e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -20406892.000000 Penalty: 5962.300293
	Iteration 32Q: 3 clusters Score -2.040689e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -20406952.000000 Penalty: 5962.300293
	Iteration 33Q: 3 clusters Score -2.040695e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156470 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -20406966.000000 Penalty: 5962.300293
	Iteration 34Q: 3 clusters Score -2.040697e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157047 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -20407004.000000 Penalty: 5962.300293
	Iteration 35Q: 3 clusters Score -2.0407e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157611 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -20407070.000000 Penalty: 5962.300293
	Iteration 36Q: 3 clusters Score -2.040707e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158105 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -20407036.000000 Penalty: 5962.300293
	Iteration 37Q: 3 clusters Score -2.040704e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -20407040.000000 Penalty: 5962.300293
	Iteration 38Q: 3 clusters Score -2.040704e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -20407012.000000 Penalty: 5962.300293
	Iteration 39Q: 3 clusters Score -2.040701e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -20406976.000000 Penalty: 5962.300293
	Iteration 40F: 3 clusters Score -2.040698e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159708 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -20407048.000000 Penalty: 5962.300293
	Iteration 41Q: 3 clusters Score -2.040705e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -20407042.000000 Penalty: 5962.300293
	Iteration 42Q: 3 clusters Score -2.040704e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -20407010.000000 Penalty: 5962.300293
	Iteration 43Q: 3 clusters Score -2.040701e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -20406934.000000 Penalty: 5962.300293
	Iteration 44Q: 3 clusters Score -2.040693e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -20406896.000000 Penalty: 5962.300293
	Iteration 45Q: 3 clusters Score -2.04069e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -20406822.000000 Penalty: 5962.300293
	Iteration 46Q: 3 clusters Score -2.040682e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -20406774.000000 Penalty: 5962.300293
	Iteration 47Q: 3 clusters Score -2.040677e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -20406764.000000 Penalty: 5962.300293
	Iteration 48Q: 3 clusters Score -2.040676e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161163 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -20406744.000000 Penalty: 5962.300293
	Iteration 49Q: 3 clusters Score -2.040674e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -20406726.000000 Penalty: 5962.300293
	Iteration 50Q: 3 clusters Score -2.040673e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161355 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -20406724.000000 Penalty: 5962.300293
	Iteration 51Q: 3 clusters Score -2.040672e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161453 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -20406688.000000 Penalty: 5962.300293
	Iteration 52Q: 3 clusters Score -2.040669e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -20406664.000000 Penalty: 5962.300293
	Iteration 53Q: 3 clusters Score -2.040666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -20406680.000000 Penalty: 5962.300293
	Iteration 54Q: 3 clusters Score -2.040668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161654 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -20406658.000000 Penalty: 5962.300293
	Iteration 55Q: 3 clusters Score -2.040666e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -20406642.000000 Penalty: 5962.300293
	Iteration 56Q: 3 clusters Score -2.040664e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161761 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -20406616.000000 Penalty: 5962.300293
	Iteration 57Q: 3 clusters Score -2.040662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161812 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -20406604.000000 Penalty: 5962.300293
	Iteration 58Q: 3 clusters Score -2.04066e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -20406606.000000 Penalty: 5962.300293
	Iteration 59Q: 3 clusters Score -2.040661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161912 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -20406588.000000 Penalty: 5962.300293
	Iteration 60F: 3 clusters Score -2.040659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161969 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20406570.000000 Penalty: 5962.300293
	Iteration 61Q: 3 clusters Score -2.040657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20406526.000000 Penalty: 5962.300293
	Iteration 62Q: 3 clusters Score -2.040653e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162063 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -20406530.000000 Penalty: 5962.300293
	Iteration 63Q: 3 clusters Score -2.040653e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -20406520.000000 Penalty: 5962.300293
	Iteration 64Q: 3 clusters Score -2.040652e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162136 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -20406524.000000 Penalty: 5962.300293
	Iteration 65Q: 3 clusters Score -2.040652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162178 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -20406520.000000 Penalty: 5962.300293
	Iteration 66Q: 3 clusters Score -2.040652e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162217 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -20406524.000000 Penalty: 5962.300293
	Iteration 67Q: 3 clusters Score -2.040652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -20406508.000000 Penalty: 5962.300293
	Iteration 68Q: 3 clusters Score -2.040651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162264 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -20406512.000000 Penalty: 5962.300293
	Iteration 69Q: 3 clusters Score -2.040651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -20406496.000000 Penalty: 5962.300293
	Iteration 70Q: 3 clusters Score -2.04065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162310 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -20406480.000000 Penalty: 5962.300293
	Iteration 71Q: 3 clusters Score -2.040648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162326 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -20406482.000000 Penalty: 5962.300293
	Iteration 72Q: 3 clusters Score -2.040648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162338 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -20406474.000000 Penalty: 5962.300293
	Iteration 73Q: 3 clusters Score -2.040647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -20406472.000000 Penalty: 5962.300293
	Iteration 74Q: 3 clusters Score -2.040647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20406480.000000 Penalty: 5962.300293
	Iteration 75Q: 3 clusters Score -2.040648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162361 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -20406468.000000 Penalty: 5962.300293
	Iteration 76Q: 3 clusters Score -2.040647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162367 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -20406458.000000 Penalty: 5962.300293
	Iteration 77Q: 3 clusters Score -2.040646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162370 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -20406454.000000 Penalty: 5962.300293
	Iteration 78Q: 3 clusters Score -2.040645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20406458.000000 Penalty: 5962.300293
	Iteration 79Q: 3 clusters Score -2.040646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162377 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -20406452.000000 Penalty: 5962.300293
	Iteration 80F: 3 clusters Score -2.040645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162378 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -20406450.000000 Penalty: 5962.300293
	Iteration 81Q: 3 clusters Score -2.040645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162381 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20406458.000000 Penalty: 5962.300293
	Iteration 82Q: 3 clusters Score -2.040646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162383 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -20406452.000000 Penalty: 5962.300293
	Iteration 83Q: 3 clusters Score -2.040645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162386 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20406460.000000 Penalty: 5962.300293
	Iteration 84Q: 3 clusters Score -2.040646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -20406456.000000 Penalty: 5962.300293
	Iteration 85Q: 3 clusters Score -2.040646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162388 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -20406456.000000 Penalty: 5962.300293
	Iteration 86F: 3 clusters Score -2.040646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95995 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83947 members 
Mstep: Class 5 contains 81847 members 
Mstep: Class 6 contains 29385 members 
Mstep: Class 7 contains 161914 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 162388 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 194590 members 
Mstep: Class 19 contains 171631 members 
Mstep: Class 20 contains 164231 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52872 members 
Mstep: Class 23 contains 81603 members 
Mstep: Class 24 contains 157781 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 3782 members 
Entering Unmasked Estep 
Score: -194701104.000000 Penalty: 99249.953125
Splitting cluster 12 changes total score from -194700928.000000 to -194701104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (68250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Entering Unmasked Estep 
Score: -8443205.000000 Penalty: 2760.471436
	Iteration 0F: 2 clusters Score -8443205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -8397402.000000 Penalty: 5520.942871
	Iteration 0F: 3 clusters Score -8397402 nChanged 32185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -8415600.000000 Penalty: 5520.942871
	Iteration 1F: 3 clusters Score -8415600 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -8416571.000000 Penalty: 5520.942871
	Iteration 2Q: 3 clusters Score -8416571 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -8417854.000000 Penalty: 5520.942871
	Iteration 3Q: 3 clusters Score -8417854 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8419191.000000 Penalty: 5520.942871
	Iteration 4Q: 3 clusters Score -8419191 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8420817.000000 Penalty: 5520.942871
	Iteration 5Q: 3 clusters Score -8420817 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -8422771.000000 Penalty: 5520.942871
	Iteration 6F: 3 clusters Score -8422771 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -8425139.000000 Penalty: 5520.942871
	Iteration 7F: 3 clusters Score -8425139 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8428003.000000 Penalty: 5520.942871
	Iteration 8F: 3 clusters Score -8428003 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -8430912.000000 Penalty: 5520.942871
	Iteration 9F: 3 clusters Score -8430912 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -8433024.000000 Penalty: 5520.942871
	Iteration 10F: 3 clusters Score -8433024 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -8434056.000000 Penalty: 5520.942871
	Iteration 11Q: 3 clusters Score -8434056 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -8434594.000000 Penalty: 5520.942871
	Iteration 12Q: 3 clusters Score -8434594 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -8434895.000000 Penalty: 5520.942871
	Iteration 13Q: 3 clusters Score -8434895 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -8435166.000000 Penalty: 5520.942871
	Iteration 14Q: 3 clusters Score -8435166 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8435352.000000 Penalty: 5520.942871
	Iteration 15Q: 3 clusters Score -8435352 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8435547.000000 Penalty: 5520.942871
	Iteration 16Q: 3 clusters Score -8435547 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8435745.000000 Penalty: 5520.942871
	Iteration 17Q: 3 clusters Score -8435745 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8435951.000000 Penalty: 5520.942871
	Iteration 18Q: 3 clusters Score -8435951 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8436094.000000 Penalty: 5520.942871
	Iteration 19Q: 3 clusters Score -8436094 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8436261.000000 Penalty: 5520.942871
	Iteration 20F: 3 clusters Score -8436261 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8436478.000000 Penalty: 5520.942871
	Iteration 21Q: 3 clusters Score -8436478 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -8436582.000000 Penalty: 5520.942871
	Iteration 22Q: 3 clusters Score -8436582 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -8436705.000000 Penalty: 5520.942871
	Iteration 23Q: 3 clusters Score -8436705 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -8436855.000000 Penalty: 5520.942871
	Iteration 24Q: 3 clusters Score -8436855 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -8437003.000000 Penalty: 5520.942871
	Iteration 25Q: 3 clusters Score -8437003 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -8437159.000000 Penalty: 5520.942871
	Iteration 26Q: 3 clusters Score -8437159 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -8437333.000000 Penalty: 5520.942871
	Iteration 27Q: 3 clusters Score -8437333 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -8437431.000000 Penalty: 5520.942871
	Iteration 28Q: 3 clusters Score -8437431 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -8437575.000000 Penalty: 5520.942871
	Iteration 29Q: 3 clusters Score -8437575 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -8437692.000000 Penalty: 5520.942871
	Iteration 30Q: 3 clusters Score -8437692 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -8437842.000000 Penalty: 5520.942871
	Iteration 31Q: 3 clusters Score -8437842 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -8437974.000000 Penalty: 5520.942871
	Iteration 32Q: 3 clusters Score -8437974 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -8438149.000000 Penalty: 5520.942871
	Iteration 33Q: 3 clusters Score -8438149 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -8438352.000000 Penalty: 5520.942871
	Iteration 34Q: 3 clusters Score -8438352 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -8438528.000000 Penalty: 5520.942871
	Iteration 35Q: 3 clusters Score -8438528 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -8438690.000000 Penalty: 5520.942871
	Iteration 36Q: 3 clusters Score -8438690 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -8438882.000000 Penalty: 5520.942871
	Iteration 37Q: 3 clusters Score -8438882 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -8439028.000000 Penalty: 5520.942871
	Iteration 38Q: 3 clusters Score -8439028 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -8439198.000000 Penalty: 5520.942871
	Iteration 39Q: 3 clusters Score -8439198 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -8439328.000000 Penalty: 5520.942871
	Iteration 40F: 3 clusters Score -8439328 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -8439499.000000 Penalty: 5520.942871
	Iteration 41Q: 3 clusters Score -8439499 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -8439700.000000 Penalty: 5520.942871
	Iteration 42Q: 3 clusters Score -8439700 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -8439797.000000 Penalty: 5520.942871
	Iteration 43Q: 3 clusters Score -8439797 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8439956.000000 Penalty: 5520.942871
	Iteration 44Q: 3 clusters Score -8439956 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -8440064.000000 Penalty: 5520.942871
	Iteration 45Q: 3 clusters Score -8440064 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -8440183.000000 Penalty: 5520.942871
	Iteration 46Q: 3 clusters Score -8440183 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -8440260.000000 Penalty: 5520.942871
	Iteration 47Q: 3 clusters Score -8440260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8440383.000000 Penalty: 5520.942871
	Iteration 48Q: 3 clusters Score -8440383 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -8440447.000000 Penalty: 5520.942871
	Iteration 49Q: 3 clusters Score -8440447 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -8440530.000000 Penalty: 5520.942871
	Iteration 50Q: 3 clusters Score -8440530 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -8440609.000000 Penalty: 5520.942871
	Iteration 51Q: 3 clusters Score -8440609 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -8440666.000000 Penalty: 5520.942871
	Iteration 52Q: 3 clusters Score -8440666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -8440755.000000 Penalty: 5520.942871
	Iteration 53Q: 3 clusters Score -8440755 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -8440813.000000 Penalty: 5520.942871
	Iteration 54Q: 3 clusters Score -8440813 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -8440866.000000 Penalty: 5520.942871
	Iteration 55Q: 3 clusters Score -8440866 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -8440911.000000 Penalty: 5520.942871
	Iteration 56Q: 3 clusters Score -8440911 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
Score: -8440966.000000 Penalty: 5520.942871
	Iteration 57Q: 3 clusters Score -8440966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -8440960.000000 Penalty: 5520.942871
	Iteration 58Q: 3 clusters Score -8440960 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -8441008.000000 Penalty: 5520.942871
	Iteration 59Q: 3 clusters Score -8441008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -8441026.000000 Penalty: 5520.942871
	Iteration 60F: 3 clusters Score -8441026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -8441051.000000 Penalty: 5520.942871
	Iteration 61Q: 3 clusters Score -8441051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -8441060.000000 Penalty: 5520.942871
	Iteration 62Q: 3 clusters Score -8441060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 65042 members 
Entering Unmasked Estep 
Score: -8441112.000000 Penalty: 5520.942871
	Iteration 63Q: 3 clusters Score -8441112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -8441123.000000 Penalty: 5520.942871
	Iteration 64Q: 3 clusters Score -8441123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -8441132.000000 Penalty: 5520.942871
	Iteration 65Q: 3 clusters Score -8441132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -8441148.000000 Penalty: 5520.942871
	Iteration 66Q: 3 clusters Score -8441148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -8441161.000000 Penalty: 5520.942871
	Iteration 67Q: 3 clusters Score -8441161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -8441183.000000 Penalty: 5520.942871
	Iteration 68Q: 3 clusters Score -8441183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -8441190.000000 Penalty: 5520.942871
	Iteration 69Q: 3 clusters Score -8441190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -8441205.000000 Penalty: 5520.942871
	Iteration 70Q: 3 clusters Score -8441205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -8441214.000000 Penalty: 5520.942871
	Iteration 71Q: 3 clusters Score -8441214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -8441235.000000 Penalty: 5520.942871
	Iteration 72Q: 3 clusters Score -8441235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -8441250.000000 Penalty: 5520.942871
	Iteration 73Q: 3 clusters Score -8441250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -8441261.000000 Penalty: 5520.942871
	Iteration 74Q: 3 clusters Score -8441261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -8441273.000000 Penalty: 5520.942871
	Iteration 75Q: 3 clusters Score -8441273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -8441279.000000 Penalty: 5520.942871
	Iteration 76Q: 3 clusters Score -8441279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -8441276.000000 Penalty: 5520.942871
	Iteration 77Q: 3 clusters Score -8441276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -8441289.000000 Penalty: 5520.942871
	Iteration 78Q: 3 clusters Score -8441289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 65889 members 
Entering Unmasked Estep 
Score: -8441305.000000 Penalty: 5520.942871
	Iteration 79Q: 3 clusters Score -8441305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -8441310.000000 Penalty: 5520.942871
	Iteration 80F: 3 clusters Score -8441310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8441331.000000 Penalty: 5520.942871
	Iteration 81Q: 3 clusters Score -8441331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -8441347.000000 Penalty: 5520.942871
	Iteration 82Q: 3 clusters Score -8441347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -8441346.000000 Penalty: 5520.942871
	Iteration 83Q: 3 clusters Score -8441346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -8441339.000000 Penalty: 5520.942871
	Iteration 84Q: 3 clusters Score -8441339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -8441352.000000 Penalty: 5520.942871
	Iteration 85Q: 3 clusters Score -8441352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -8441351.000000 Penalty: 5520.942871
	Iteration 86Q: 3 clusters Score -8441351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -8441346.000000 Penalty: 5520.942871
	Iteration 87Q: 3 clusters Score -8441346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -8441348.000000 Penalty: 5520.942871
	Iteration 88Q: 3 clusters Score -8441348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -8441364.000000 Penalty: 5520.942871
	Iteration 89Q: 3 clusters Score -8441364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -8441373.000000 Penalty: 5520.942871
	Iteration 90Q: 3 clusters Score -8441373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -8441384.000000 Penalty: 5520.942871
	Iteration 91Q: 3 clusters Score -8441384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -8441399.000000 Penalty: 5520.942871
	Iteration 92Q: 3 clusters Score -8441399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 66219 members 
Entering Unmasked Estep 
Score: -8441401.000000 Penalty: 5520.942871
	Iteration 93Q: 3 clusters Score -8441401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 66232 members 
Entering Unmasked Estep 
Score: -8441398.000000 Penalty: 5520.942871
	Iteration 94Q: 3 clusters Score -8441398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -8441415.000000 Penalty: 5520.942871
	Iteration 95Q: 3 clusters Score -8441415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -8441412.000000 Penalty: 5520.942871
	Iteration 96Q: 3 clusters Score -8441412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -8441418.000000 Penalty: 5520.942871
	Iteration 97Q: 3 clusters Score -8441418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -8441414.000000 Penalty: 5520.942871
	Iteration 98Q: 3 clusters Score -8441414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -8441415.000000 Penalty: 5520.942871
	Iteration 99Q: 3 clusters Score -8441415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -8441422.000000 Penalty: 5520.942871
	Iteration 100F: 3 clusters Score -8441422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -8441427.000000 Penalty: 5520.942871
	Iteration 101Q: 3 clusters Score -8441427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -8441423.000000 Penalty: 5520.942871
	Iteration 102Q: 3 clusters Score -8441423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -8441428.000000 Penalty: 5520.942871
	Iteration 103Q: 3 clusters Score -8441428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -8441427.000000 Penalty: 5520.942871
	Iteration 104Q: 3 clusters Score -8441427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -8441426.000000 Penalty: 5520.942871
	Iteration 105Q: 3 clusters Score -8441426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -8441427.000000 Penalty: 5520.942871
	Iteration 106Q: 3 clusters Score -8441427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -8441430.000000 Penalty: 5520.942871
	Iteration 107Q: 3 clusters Score -8441430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -8441429.000000 Penalty: 5520.942871
	Iteration 108Q: 3 clusters Score -8441429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -8441429.000000 Penalty: 5520.942871
	Iteration 109F: 3 clusters Score -8441429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Entering Unmasked Estep 
Score: -5643644.000000 Penalty: 2660.373291
	Iteration 0F: 2 clusters Score -5643644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5612964.000000 Penalty: 5320.746582
	Iteration 0F: 3 clusters Score -5612964 nChanged 20857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -5624490.000000 Penalty: 5320.746582
	Iteration 1F: 3 clusters Score -5624490 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -5625025.500000 Penalty: 5320.746582
	Iteration 2Q: 3 clusters Score -5625026 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5625575.000000 Penalty: 5320.746582
	Iteration 3Q: 3 clusters Score -5625575 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -5626400.500000 Penalty: 5320.746582
	Iteration 4Q: 3 clusters Score -5626400 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -5627833.500000 Penalty: 5320.746582
	Iteration 5F: 3 clusters Score -5627834 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -5630263.000000 Penalty: 5320.746582
	Iteration 6F: 3 clusters Score -5630263 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -5633673.000000 Penalty: 5320.746582
	Iteration 7F: 3 clusters Score -5633673 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -5637204.500000 Penalty: 5320.746582
	Iteration 8F: 3 clusters Score -5637204 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5639789.000000 Penalty: 5320.746582
	Iteration 9F: 3 clusters Score -5639789 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5641078.500000 Penalty: 5320.746582
	Iteration 10Q: 3 clusters Score -5641078 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5641699.500000 Penalty: 5320.746582
	Iteration 11Q: 3 clusters Score -5641700 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5641940.500000 Penalty: 5320.746582
	Iteration 12Q: 3 clusters Score -5641940 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5642044.500000 Penalty: 5320.746582
	Iteration 13Q: 3 clusters Score -5642044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5642124.500000 Penalty: 5320.746582
	Iteration 14Q: 3 clusters Score -5642124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5642161.500000 Penalty: 5320.746582
	Iteration 15Q: 3 clusters Score -5642162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5642193.000000 Penalty: 5320.746582
	Iteration 16Q: 3 clusters Score -5642193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5642232.000000 Penalty: 5320.746582
	Iteration 17Q: 3 clusters Score -5642232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5642247.000000 Penalty: 5320.746582
	Iteration 18Q: 3 clusters Score -5642247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5642258.500000 Penalty: 5320.746582
	Iteration 19Q: 3 clusters Score -5642258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5642261.000000 Penalty: 5320.746582
	Iteration 20F: 3 clusters Score -5642261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5642264.500000 Penalty: 5320.746582
	Iteration 21Q: 3 clusters Score -5642264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5642266.000000 Penalty: 5320.746582
	Iteration 22Q: 3 clusters Score -5642266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5642268.500000 Penalty: 5320.746582
	Iteration 23Q: 3 clusters Score -5642268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5642270.500000 Penalty: 5320.746582
	Iteration 24Q: 3 clusters Score -5642270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5642269.500000 Penalty: 5320.746582
	Iteration 25Q: 3 clusters Score -5642270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5642270.500000 Penalty: 5320.746582
	Iteration 26Q: 3 clusters Score -5642270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5642274.500000 Penalty: 5320.746582
	Iteration 27Q: 3 clusters Score -5642274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5642267.000000 Penalty: 5320.746582
	Iteration 28Q: 3 clusters Score -5642267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5642274.500000 Penalty: 5320.746582
	Iteration 29Q: 3 clusters Score -5642274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5642276.000000 Penalty: 5320.746582
	Iteration 30Q: 3 clusters Score -5642276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5642280.000000 Penalty: 5320.746582
	Iteration 31Q: 3 clusters Score -5642280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5642284.000000 Penalty: 5320.746582
	Iteration 32Q: 3 clusters Score -5642284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5642280.000000 Penalty: 5320.746582
	Iteration 33Q: 3 clusters Score -5642280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5642279.000000 Penalty: 5320.746582
	Iteration 34Q: 3 clusters Score -5642279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5642284.500000 Penalty: 5320.746582
	Iteration 35Q: 3 clusters Score -5642284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5642285.000000 Penalty: 5320.746582
	Iteration 36Q: 3 clusters Score -5642285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5642289.500000 Penalty: 5320.746582
	Iteration 37Q: 3 clusters Score -5642290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5642289.500000 Penalty: 5320.746582
	Iteration 38Q: 3 clusters Score -5642290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5642285.500000 Penalty: 5320.746582
	Iteration 39Q: 3 clusters Score -5642286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5642284.000000 Penalty: 5320.746582
	Iteration 40F: 3 clusters Score -5642284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5642283.000000 Penalty: 5320.746582
	Iteration 41Q: 3 clusters Score -5642283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5642282.000000 Penalty: 5320.746582
	Iteration 42Q: 3 clusters Score -5642282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5642280.000000 Penalty: 5320.746582
	Iteration 43Q: 3 clusters Score -5642280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5642279.000000 Penalty: 5320.746582
	Iteration 44Q: 3 clusters Score -5642279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5642282.500000 Penalty: 5320.746582
	Iteration 45Q: 3 clusters Score -5642282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5642288.000000 Penalty: 5320.746582
	Iteration 46Q: 3 clusters Score -5642288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5642288.000000 Penalty: 5320.746582
	Iteration 47F: 3 clusters Score -5642288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -1040517.687500 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -1040518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1033928.750000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -1033929 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1035789.312500 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -1035789 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1036132.125000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -1036132 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1036431.125000 Penalty: 4477.698730
	Iteration 3F: 3 clusters Score -1036431 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1036750.312500 Penalty: 4477.698730
	Iteration 4F: 3 clusters Score -1036750 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1037109.875000 Penalty: 4477.698730
	Iteration 5F: 3 clusters Score -1037110 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1037571.250000 Penalty: 4477.698730
	Iteration 6F: 3 clusters Score -1037571 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1038085.937500 Penalty: 4477.698730
	Iteration 7F: 3 clusters Score -1038086 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1038622.937500 Penalty: 4477.698730
	Iteration 8F: 3 clusters Score -1038623 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1039085.187500 Penalty: 4477.698730
	Iteration 9F: 3 clusters Score -1039085 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1039446.312500 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -1039446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1039688.250000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -1039688 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1039852.187500 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -1039852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1039955.875000 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -1039956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1040024.000000 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -1040024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1040059.000000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -1040059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1040083.187500 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -1040083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1040096.437500 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -1040096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1040107.062500 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -1040107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1040113.437500 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -1040113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1040121.625000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -1040122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1040123.687500 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -1040124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1040127.562500 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -1040128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1040131.312500 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -1040131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1040132.250000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -1040132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1040134.250000 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -1040134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1040136.812500 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -1040137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1040135.937500 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -1040136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1040137.500000 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -1040138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1040137.500000 Penalty: 4477.698730
	Iteration 29F: 3 clusters Score -1040138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -793455.375000 Penalty: 2189.066650
	Iteration 0F: 2 clusters Score -793455.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -787813.312500 Penalty: 4378.133301
	Iteration 0F: 3 clusters Score -787813.3 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -789349.687500 Penalty: 4378.133301
	Iteration 1F: 3 clusters Score -789349.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -789606.500000 Penalty: 4378.133301
	Iteration 2F: 3 clusters Score -789606.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -789781.250000 Penalty: 4378.133301
	Iteration 3Q: 3 clusters Score -789781.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -789944.500000 Penalty: 4378.133301
	Iteration 4Q: 3 clusters Score -789944.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -790132.437500 Penalty: 4378.133301
	Iteration 5Q: 3 clusters Score -790132.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -790374.562500 Penalty: 4378.133301
	Iteration 6Q: 3 clusters Score -790374.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -790596.000000 Penalty: 4378.133301
	Iteration 7Q: 3 clusters Score -790596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -790828.812500 Penalty: 4378.133301
	Iteration 8Q: 3 clusters Score -790828.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -791033.437500 Penalty: 4378.133301
	Iteration 9Q: 3 clusters Score -791033.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -791203.937500 Penalty: 4378.133301
	Iteration 10Q: 3 clusters Score -791203.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -791323.250000 Penalty: 4378.133301
	Iteration 11Q: 3 clusters Score -791323.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -791410.500000 Penalty: 4378.133301
	Iteration 12Q: 3 clusters Score -791410.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -791463.937500 Penalty: 4378.133301
	Iteration 13Q: 3 clusters Score -791463.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -791521.562500 Penalty: 4378.133301
	Iteration 14Q: 3 clusters Score -791521.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -791570.375000 Penalty: 4378.133301
	Iteration 15Q: 3 clusters Score -791570.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -791619.562500 Penalty: 4378.133301
	Iteration 16Q: 3 clusters Score -791619.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -791665.062500 Penalty: 4378.133301
	Iteration 17Q: 3 clusters Score -791665.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -791710.562500 Penalty: 4378.133301
	Iteration 18Q: 3 clusters Score -791710.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -791752.375000 Penalty: 4378.133301
	Iteration 19Q: 3 clusters Score -791752.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -791797.937500 Penalty: 4378.133301
	Iteration 20F: 3 clusters Score -791797.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -791842.500000 Penalty: 4378.133301
	Iteration 21Q: 3 clusters Score -791842.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -791881.250000 Penalty: 4378.133301
	Iteration 22Q: 3 clusters Score -791881.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -791933.187500 Penalty: 4378.133301
	Iteration 23Q: 3 clusters Score -791933.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -791977.187500 Penalty: 4378.133301
	Iteration 24Q: 3 clusters Score -791977.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -792016.437500 Penalty: 4378.133301
	Iteration 25Q: 3 clusters Score -792016.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -792056.812500 Penalty: 4378.133301
	Iteration 26Q: 3 clusters Score -792056.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -792100.562500 Penalty: 4378.133301
	Iteration 27Q: 3 clusters Score -792100.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -792137.562500 Penalty: 4378.133301
	Iteration 28Q: 3 clusters Score -792137.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -792171.562500 Penalty: 4378.133301
	Iteration 29Q: 3 clusters Score -792171.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -792199.750000 Penalty: 4378.133301
	Iteration 30Q: 3 clusters Score -792199.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -792224.875000 Penalty: 4378.133301
	Iteration 31Q: 3 clusters Score -792224.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -792243.562500 Penalty: 4378.133301
	Iteration 32Q: 3 clusters Score -792243.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -792260.812500 Penalty: 4378.133301
	Iteration 33Q: 3 clusters Score -792260.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -792275.687500 Penalty: 4378.133301
	Iteration 34Q: 3 clusters Score -792275.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -792281.937500 Penalty: 4378.133301
	Iteration 35Q: 3 clusters Score -792281.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -792287.000000 Penalty: 4378.133301
	Iteration 36Q: 3 clusters Score -792287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -792293.062500 Penalty: 4378.133301
	Iteration 37Q: 3 clusters Score -792293.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -792296.125000 Penalty: 4378.133301
	Iteration 38Q: 3 clusters Score -792296.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -792300.312500 Penalty: 4378.133301
	Iteration 39Q: 3 clusters Score -792300.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -792304.125000 Penalty: 4378.133301
	Iteration 40F: 3 clusters Score -792304.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -792308.312500 Penalty: 4378.133301
	Iteration 41Q: 3 clusters Score -792308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -792311.500000 Penalty: 4378.133301
	Iteration 42Q: 3 clusters Score -792311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -792314.875000 Penalty: 4378.133301
	Iteration 43Q: 3 clusters Score -792314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -792318.937500 Penalty: 4378.133301
	Iteration 44Q: 3 clusters Score -792318.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -792327.937500 Penalty: 4378.133301
	Iteration 45Q: 3 clusters Score -792327.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -792332.437500 Penalty: 4378.133301
	Iteration 46Q: 3 clusters Score -792332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -792336.000000 Penalty: 4378.133301
	Iteration 47Q: 3 clusters Score -792336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -792342.187500 Penalty: 4378.133301
	Iteration 48Q: 3 clusters Score -792342.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -792346.875000 Penalty: 4378.133301
	Iteration 49Q: 3 clusters Score -792346.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -792350.312500 Penalty: 4378.133301
	Iteration 50Q: 3 clusters Score -792350.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -792353.062500 Penalty: 4378.133301
	Iteration 51Q: 3 clusters Score -792353.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -792355.750000 Penalty: 4378.133301
	Iteration 52Q: 3 clusters Score -792355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -792356.375000 Penalty: 4378.133301
	Iteration 53Q: 3 clusters Score -792356.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -792358.125000 Penalty: 4378.133301
	Iteration 54Q: 3 clusters Score -792358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -792359.500000 Penalty: 4378.133301
	Iteration 55Q: 3 clusters Score -792359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -792361.250000 Penalty: 4378.133301
	Iteration 56Q: 3 clusters Score -792361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -792361.750000 Penalty: 4378.133301
	Iteration 57Q: 3 clusters Score -792361.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -792361.750000 Penalty: 4378.133301
	Iteration 58F: 3 clusters Score -792361.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -251085.031250 Penalty: 1896.651001
	Iteration 0F: 2 clusters Score -251085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -248383.187500 Penalty: 3793.302002
	Iteration 0F: 3 clusters Score -248383.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248884.296875 Penalty: 3793.302002
	Iteration 1F: 3 clusters Score -248884.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248991.828125 Penalty: 3793.302002
	Iteration 2F: 3 clusters Score -248991.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -249053.796875 Penalty: 3793.302002
	Iteration 3Q: 3 clusters Score -249053.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -249089.687500 Penalty: 3793.302002
	Iteration 4Q: 3 clusters Score -249089.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -249116.281250 Penalty: 3793.302002
	Iteration 5Q: 3 clusters Score -249116.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -249135.062500 Penalty: 3793.302002
	Iteration 6Q: 3 clusters Score -249135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249143.625000 Penalty: 3793.302002
	Iteration 7Q: 3 clusters Score -249143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -249149.015625 Penalty: 3793.302002
	Iteration 8Q: 3 clusters Score -249149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -249154.343750 Penalty: 3793.302002
	Iteration 9Q: 3 clusters Score -249154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -249157.187500 Penalty: 3793.302002
	Iteration 10Q: 3 clusters Score -249157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -249157.812500 Penalty: 3793.302002
	Iteration 11Q: 3 clusters Score -249157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -249158.703125 Penalty: 3793.302002
	Iteration 12Q: 3 clusters Score -249158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -249161.218750 Penalty: 3793.302002
	Iteration 13Q: 3 clusters Score -249161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -249163.843750 Penalty: 3793.302002
	Iteration 14Q: 3 clusters Score -249163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -249163.843750 Penalty: 3793.302002
	Iteration 15F: 3 clusters Score -249163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (194590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194590 members 
Entering Unmasked Estep 
Score: -23994194.000000 Penalty: 3020.305176
	Iteration 0F: 2 clusters Score -2.399419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 96996 members 
Entering Unmasked Estep 
Score: -23866298.000000 Penalty: 6040.610352
	Iteration 0F: 3 clusters Score -2.38663e+07 nChanged 93702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -23921386.000000 Penalty: 6040.610352
	Iteration 1F: 3 clusters Score -2.392139e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106017 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -23922450.000000 Penalty: 6040.610352
	Iteration 2Q: 3 clusters Score -2.392245e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -23924342.000000 Penalty: 6040.610352
	Iteration 3Q: 3 clusters Score -2.392434e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -23927616.000000 Penalty: 6040.610352
	Iteration 4Q: 3 clusters Score -2.392762e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130457 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -23934354.000000 Penalty: 6040.610352
	Iteration 5F: 3 clusters Score -2.393435e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146602 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -23946788.000000 Penalty: 6040.610352
	Iteration 6F: 3 clusters Score -2.394679e+07 nChanged 18879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -23964454.000000 Penalty: 6040.610352
	Iteration 7F: 3 clusters Score -2.396445e+07 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181791 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -23979930.000000 Penalty: 6040.610352
	Iteration 8F: 3 clusters Score -2.397993e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190744 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -23988038.000000 Penalty: 6040.610352
	Iteration 9Q: 3 clusters Score -2.398804e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193563 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23990558.000000 Penalty: 6040.610352
	Iteration 10Q: 3 clusters Score -2.399056e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194184 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -23991102.000000 Penalty: 6040.610352
	Iteration 11Q: 3 clusters Score -2.39911e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194308 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23991344.000000 Penalty: 6040.610352
	Iteration 12Q: 3 clusters Score -2.399134e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194334 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -23991430.000000 Penalty: 6040.610352
	Iteration 13Q: 3 clusters Score -2.399143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194349 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23991476.000000 Penalty: 6040.610352
	Iteration 14Q: 3 clusters Score -2.399148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194365 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23991526.000000 Penalty: 6040.610352
	Iteration 15Q: 3 clusters Score -2.399153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194374 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -23991526.000000 Penalty: 6040.610352
	Iteration 16Q: 3 clusters Score -2.399153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194376 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23991536.000000 Penalty: 6040.610352
	Iteration 17Q: 3 clusters Score -2.399154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194380 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23991560.000000 Penalty: 6040.610352
	Iteration 18Q: 3 clusters Score -2.399156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194381 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -23991558.000000 Penalty: 6040.610352
	Iteration 19Q: 3 clusters Score -2.399156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194383 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23991578.000000 Penalty: 6040.610352
	Iteration 20F: 3 clusters Score -2.399158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194384 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23991576.000000 Penalty: 6040.610352
	Iteration 21Q: 3 clusters Score -2.399158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194384 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23991576.000000 Penalty: 6040.610352
	Iteration 22F: 3 clusters Score -2.399158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (171631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Entering Unmasked Estep 
Score: -21163016.000000 Penalty: 2989.169434
	Iteration 0F: 2 clusters Score -2.116302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -21050854.000000 Penalty: 5978.338867
	Iteration 0F: 3 clusters Score -2.105085e+07 nChanged 82159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 89818 members 
Entering Unmasked Estep 
Score: -21098328.000000 Penalty: 5978.338867
	Iteration 1F: 3 clusters Score -2.109833e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -21099106.000000 Penalty: 5978.338867
	Iteration 2Q: 3 clusters Score -2.109911e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -21100468.000000 Penalty: 5978.338867
	Iteration 3Q: 3 clusters Score -2.110047e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 102454 members 
Entering Unmasked Estep 
Score: -21102752.000000 Penalty: 5978.338867
	Iteration 4Q: 3 clusters Score -2.110275e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 111734 members 
Entering Unmasked Estep 
Score: -21107412.000000 Penalty: 5978.338867
	Iteration 5F: 3 clusters Score -2.110741e+07 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 125054 members 
Entering Unmasked Estep 
Score: -21116886.000000 Penalty: 5978.338867
	Iteration 6F: 3 clusters Score -2.111689e+07 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 141893 members 
Entering Unmasked Estep 
Score: -21132444.000000 Penalty: 5978.338867
	Iteration 7F: 3 clusters Score -2.113244e+07 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 157880 members 
Entering Unmasked Estep 
Score: -21148456.000000 Penalty: 5978.338867
	Iteration 8F: 3 clusters Score -2.114846e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 167441 members 
Entering Unmasked Estep 
Score: -21156936.000000 Penalty: 5978.338867
	Iteration 9F: 3 clusters Score -2.115694e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 170687 members 
Entering Unmasked Estep 
Score: -21159502.000000 Penalty: 5978.338867
	Iteration 10Q: 3 clusters Score -2.11595e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 171336 members 
Entering Unmasked Estep 
Score: -21160024.000000 Penalty: 5978.338867
	Iteration 11Q: 3 clusters Score -2.116002e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -21160164.000000 Penalty: 5978.338867
	Iteration 12Q: 3 clusters Score -2.116016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 171475 members 
Entering Unmasked Estep 
Score: -21160196.000000 Penalty: 5978.338867
	Iteration 13Q: 3 clusters Score -2.11602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -21160244.000000 Penalty: 5978.338867
	Iteration 14Q: 3 clusters Score -2.116024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -21160266.000000 Penalty: 5978.338867
	Iteration 15Q: 3 clusters Score -2.116027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -21160278.000000 Penalty: 5978.338867
	Iteration 16Q: 3 clusters Score -2.116028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -21160292.000000 Penalty: 5978.338867
	Iteration 17Q: 3 clusters Score -2.116029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -21160294.000000 Penalty: 5978.338867
	Iteration 18Q: 3 clusters Score -2.116029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171484 members 
Entering Unmasked Estep 
Score: -21160294.000000 Penalty: 5978.338867
	Iteration 19F: 3 clusters Score -2.116029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (164231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Entering Unmasked Estep 
Score: -20443372.000000 Penalty: 2978.239258
	Iteration 0F: 2 clusters Score -2.044337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 82405 members 
Entering Unmasked Estep 
Score: -20337784.000000 Penalty: 5956.478516
	Iteration 0F: 3 clusters Score -2.033778e+07 nChanged 78662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -20384170.000000 Penalty: 5956.478516
	Iteration 1F: 3 clusters Score -2.038417e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78509 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -20385440.000000 Penalty: 5956.478516
	Iteration 2Q: 3 clusters Score -2.038544e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -20387036.000000 Penalty: 5956.478516
	Iteration 3Q: 3 clusters Score -2.038704e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -20389472.000000 Penalty: 5956.478516
	Iteration 4Q: 3 clusters Score -2.038947e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 95568 members 
Entering Unmasked Estep 
Score: -20393066.000000 Penalty: 5956.478516
	Iteration 5Q: 3 clusters Score -2.039307e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 101645 members 
Entering Unmasked Estep 
Score: -20398324.000000 Penalty: 5956.478516
	Iteration 6F: 3 clusters Score -2.039832e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -20405094.000000 Penalty: 5956.478516
	Iteration 7F: 3 clusters Score -2.040509e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -20412496.000000 Penalty: 5956.478516
	Iteration 8F: 3 clusters Score -2.04125e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -20419200.000000 Penalty: 5956.478516
	Iteration 9F: 3 clusters Score -2.04192e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 131566 members 
Entering Unmasked Estep 
Score: -20424784.000000 Penalty: 5956.478516
	Iteration 10Q: 3 clusters Score -2.042478e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -20428902.000000 Penalty: 5956.478516
	Iteration 11Q: 3 clusters Score -2.04289e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -20432144.000000 Penalty: 5956.478516
	Iteration 12Q: 3 clusters Score -2.043214e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 146971 members 
Entering Unmasked Estep 
Score: -20434792.000000 Penalty: 5956.478516
	Iteration 13Q: 3 clusters Score -2.043479e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 150724 members 
Entering Unmasked Estep 
Score: -20436522.000000 Penalty: 5956.478516
	Iteration 14Q: 3 clusters Score -2.043652e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -20437808.000000 Penalty: 5956.478516
	Iteration 15Q: 3 clusters Score -2.043781e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 156192 members 
Entering Unmasked Estep 
Score: -20438558.000000 Penalty: 5956.478516
	Iteration 16Q: 3 clusters Score -2.043856e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 158050 members 
Entering Unmasked Estep 
Score: -20439186.000000 Penalty: 5956.478516
	Iteration 17Q: 3 clusters Score -2.043919e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -20439756.000000 Penalty: 5956.478516
	Iteration 18Q: 3 clusters Score -2.043976e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 160349 members 
Entering Unmasked Estep 
Score: -20440152.000000 Penalty: 5956.478516
	Iteration 19Q: 3 clusters Score -2.044015e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -20440370.000000 Penalty: 5956.478516
	Iteration 20F: 3 clusters Score -2.044037e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 161552 members 
Entering Unmasked Estep 
Score: -20440534.000000 Penalty: 5956.478516
	Iteration 21Q: 3 clusters Score -2.044053e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -20440606.000000 Penalty: 5956.478516
	Iteration 22Q: 3 clusters Score -2.044061e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -20440712.000000 Penalty: 5956.478516
	Iteration 23Q: 3 clusters Score -2.044071e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -20440740.000000 Penalty: 5956.478516
	Iteration 24Q: 3 clusters Score -2.044074e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 162504 members 
Entering Unmasked Estep 
Score: -20440774.000000 Penalty: 5956.478516
	Iteration 25Q: 3 clusters Score -2.044077e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 162611 members 
Entering Unmasked Estep 
Score: -20440824.000000 Penalty: 5956.478516
	Iteration 26Q: 3 clusters Score -2.044082e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 162697 members 
Entering Unmasked Estep 
Score: -20440818.000000 Penalty: 5956.478516
	Iteration 27Q: 3 clusters Score -2.044082e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 162788 members 
Entering Unmasked Estep 
Score: -20440858.000000 Penalty: 5956.478516
	Iteration 28Q: 3 clusters Score -2.044086e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 162862 members 
Entering Unmasked Estep 
Score: -20440872.000000 Penalty: 5956.478516
	Iteration 29Q: 3 clusters Score -2.044087e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 162906 members 
Entering Unmasked Estep 
Score: -20440900.000000 Penalty: 5956.478516
	Iteration 30Q: 3 clusters Score -2.04409e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -20440892.000000 Penalty: 5956.478516
	Iteration 31Q: 3 clusters Score -2.044089e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 162971 members 
Entering Unmasked Estep 
Score: -20440924.000000 Penalty: 5956.478516
	Iteration 32Q: 3 clusters Score -2.044092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 162994 members 
Entering Unmasked Estep 
Score: -20440936.000000 Penalty: 5956.478516
	Iteration 33Q: 3 clusters Score -2.044094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -20440944.000000 Penalty: 5956.478516
	Iteration 34Q: 3 clusters Score -2.044094e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -20440926.000000 Penalty: 5956.478516
	Iteration 35Q: 3 clusters Score -2.044093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -20440938.000000 Penalty: 5956.478516
	Iteration 36Q: 3 clusters Score -2.044094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 163053 members 
Entering Unmasked Estep 
Score: -20440968.000000 Penalty: 5956.478516
	Iteration 37Q: 3 clusters Score -2.044097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -20440952.000000 Penalty: 5956.478516
	Iteration 38Q: 3 clusters Score -2.044095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 163078 members 
Entering Unmasked Estep 
Score: -20440958.000000 Penalty: 5956.478516
	Iteration 39Q: 3 clusters Score -2.044096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -20440974.000000 Penalty: 5956.478516
	Iteration 40F: 3 clusters Score -2.044097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 163096 members 
Entering Unmasked Estep 
Score: -20440958.000000 Penalty: 5956.478516
	Iteration 41Q: 3 clusters Score -2.044096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -20440978.000000 Penalty: 5956.478516
	Iteration 42Q: 3 clusters Score -2.044098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -20440978.000000 Penalty: 5956.478516
	Iteration 43Q: 3 clusters Score -2.044098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -20440974.000000 Penalty: 5956.478516
	Iteration 44Q: 3 clusters Score -2.044097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 163111 members 
Entering Unmasked Estep 
Score: -20440970.000000 Penalty: 5956.478516
	Iteration 45Q: 3 clusters Score -2.044097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 163112 members 
Entering Unmasked Estep 
Score: -20440982.000000 Penalty: 5956.478516
	Iteration 46Q: 3 clusters Score -2.044098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -20440978.000000 Penalty: 5956.478516
	Iteration 47Q: 3 clusters Score -2.044098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 163116 members 
Entering Unmasked Estep 
Score: -20440978.000000 Penalty: 5956.478516
	Iteration 48Q: 3 clusters Score -2.044098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -20440982.000000 Penalty: 5956.478516
	Iteration 49Q: 3 clusters Score -2.044098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 163122 members 
Entering Unmasked Estep 
Score: -20440992.000000 Penalty: 5956.478516
	Iteration 50Q: 3 clusters Score -2.044099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -20440982.000000 Penalty: 5956.478516
	Iteration 51Q: 3 clusters Score -2.044098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -20440988.000000 Penalty: 5956.478516
	Iteration 52Q: 3 clusters Score -2.044099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -20440974.000000 Penalty: 5956.478516
	Iteration 53Q: 3 clusters Score -2.044097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -20440970.000000 Penalty: 5956.478516
	Iteration 54Q: 3 clusters Score -2.044097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -20440968.000000 Penalty: 5956.478516
	Iteration 55Q: 3 clusters Score -2.044097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 163129 members 
Entering Unmasked Estep 
Score: -20440968.000000 Penalty: 5956.478516
	Iteration 56F: 3 clusters Score -2.044097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -112404.015625 Penalty: 1717.303955
	Iteration 0F: 2 clusters Score -112404 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 513 members 
Entering Unmasked Estep 
Score: -110519.539062 Penalty: 3434.607910
	Iteration 0F: 3 clusters Score -110519.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110774.664062 Penalty: 3434.607910
	Iteration 1F: 3 clusters Score -110774.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110848.617188 Penalty: 3434.607910
	Iteration 2F: 3 clusters Score -110848.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110892.468750 Penalty: 3434.607910
	Iteration 3Q: 3 clusters Score -110892.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110923.953125 Penalty: 3434.607910
	Iteration 4Q: 3 clusters Score -110924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110957.492188 Penalty: 3434.607910
	Iteration 5Q: 3 clusters Score -110957.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110986.078125 Penalty: 3434.607910
	Iteration 6Q: 3 clusters Score -110986.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111013.445312 Penalty: 3434.607910
	Iteration 7Q: 3 clusters Score -111013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111026.304688 Penalty: 3434.607910
	Iteration 8Q: 3 clusters Score -111026.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111046.898438 Penalty: 3434.607910
	Iteration 9Q: 3 clusters Score -111046.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111070.875000 Penalty: 3434.607910
	Iteration 10Q: 3 clusters Score -111070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111087.406250 Penalty: 3434.607910
	Iteration 11Q: 3 clusters Score -111087.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111106.312500 Penalty: 3434.607910
	Iteration 12Q: 3 clusters Score -111106.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111116.265625 Penalty: 3434.607910
	Iteration 13Q: 3 clusters Score -111116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111123.187500 Penalty: 3434.607910
	Iteration 14Q: 3 clusters Score -111123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111126.812500 Penalty: 3434.607910
	Iteration 15Q: 3 clusters Score -111126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111135.703125 Penalty: 3434.607910
	Iteration 16Q: 3 clusters Score -111135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111145.992188 Penalty: 3434.607910
	Iteration 17Q: 3 clusters Score -111146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111150.562500 Penalty: 3434.607910
	Iteration 18Q: 3 clusters Score -111150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111167.187500 Penalty: 3434.607910
	Iteration 19Q: 3 clusters Score -111167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111187.062500 Penalty: 3434.607910
	Iteration 20F: 3 clusters Score -111187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111196.570312 Penalty: 3434.607910
	Iteration 21Q: 3 clusters Score -111196.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111213.742188 Penalty: 3434.607910
	Iteration 22Q: 3 clusters Score -111213.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111225.375000 Penalty: 3434.607910
	Iteration 23Q: 3 clusters Score -111225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111233.367188 Penalty: 3434.607910
	Iteration 24Q: 3 clusters Score -111233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111244.601562 Penalty: 3434.607910
	Iteration 25Q: 3 clusters Score -111244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111258.046875 Penalty: 3434.607910
	Iteration 26Q: 3 clusters Score -111258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111263.828125 Penalty: 3434.607910
	Iteration 27Q: 3 clusters Score -111263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111263.828125 Penalty: 3434.607910
	Iteration 28F: 3 clusters Score -111263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (52872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Entering Unmasked Estep 
Score: -6575306.000000 Penalty: 2697.156006
	Iteration 0F: 2 clusters Score -6575306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6539743.500000 Penalty: 5394.312012
	Iteration 0F: 3 clusters Score -6539744 nChanged 24436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -6553317.000000 Penalty: 5394.312012
	Iteration 1F: 3 clusters Score -6553317 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6553954.500000 Penalty: 5394.312012
	Iteration 2Q: 3 clusters Score -6553954 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -6554674.500000 Penalty: 5394.312012
	Iteration 3Q: 3 clusters Score -6554674 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -6555534.000000 Penalty: 5394.312012
	Iteration 4Q: 3 clusters Score -6555534 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -6556810.000000 Penalty: 5394.312012
	Iteration 5Q: 3 clusters Score -6556810 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -6558710.000000 Penalty: 5394.312012
	Iteration 6F: 3 clusters Score -6558710 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -6561550.500000 Penalty: 5394.312012
	Iteration 7F: 3 clusters Score -6561550 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -6565154.000000 Penalty: 5394.312012
	Iteration 8F: 3 clusters Score -6565154 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -6568660.000000 Penalty: 5394.312012
	Iteration 9F: 3 clusters Score -6568660 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6571046.000000 Penalty: 5394.312012
	Iteration 10Q: 3 clusters Score -6571046 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -6572095.500000 Penalty: 5394.312012
	Iteration 11Q: 3 clusters Score -6572096 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -6572527.500000 Penalty: 5394.312012
	Iteration 12Q: 3 clusters Score -6572528 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -6572712.000000 Penalty: 5394.312012
	Iteration 13Q: 3 clusters Score -6572712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -6572803.500000 Penalty: 5394.312012
	Iteration 14Q: 3 clusters Score -6572804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6572851.500000 Penalty: 5394.312012
	Iteration 15Q: 3 clusters Score -6572852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -6572881.000000 Penalty: 5394.312012
	Iteration 16Q: 3 clusters Score -6572881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6572898.500000 Penalty: 5394.312012
	Iteration 17Q: 3 clusters Score -6572898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -6572908.000000 Penalty: 5394.312012
	Iteration 18Q: 3 clusters Score -6572908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -6572914.500000 Penalty: 5394.312012
	Iteration 19Q: 3 clusters Score -6572914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6572920.500000 Penalty: 5394.312012
	Iteration 20F: 3 clusters Score -6572920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6572928.000000 Penalty: 5394.312012
	Iteration 21Q: 3 clusters Score -6572928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -6572937.000000 Penalty: 5394.312012
	Iteration 22Q: 3 clusters Score -6572937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6572938.500000 Penalty: 5394.312012
	Iteration 23Q: 3 clusters Score -6572938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6572939.000000 Penalty: 5394.312012
	Iteration 24Q: 3 clusters Score -6572939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6572939.000000 Penalty: 5394.312012
	Iteration 25F: 3 clusters Score -6572939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Entering Unmasked Estep 
Score: -10153941.000000 Penalty: 2804.785889
	Iteration 0F: 2 clusters Score -1.015394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -10099428.000000 Penalty: 5609.571777
	Iteration 0F: 3 clusters Score -1.009943e+07 nChanged 38028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -10121167.000000 Penalty: 5609.571777
	Iteration 1F: 3 clusters Score -1.012117e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -10122097.000000 Penalty: 5609.571777
	Iteration 2Q: 3 clusters Score -1.01221e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -10123595.000000 Penalty: 5609.571777
	Iteration 3Q: 3 clusters Score -1.01236e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10125891.000000 Penalty: 5609.571777
	Iteration 4F: 3 clusters Score -1.012589e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -10129621.000000 Penalty: 5609.571777
	Iteration 5F: 3 clusters Score -1.012962e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -10134845.000000 Penalty: 5609.571777
	Iteration 6F: 3 clusters Score -1.013484e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -10140961.000000 Penalty: 5609.571777
	Iteration 7F: 3 clusters Score -1.014096e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -10146070.000000 Penalty: 5609.571777
	Iteration 8F: 3 clusters Score -1.014607e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -10149253.000000 Penalty: 5609.571777
	Iteration 9Q: 3 clusters Score -1.014925e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -10150557.000000 Penalty: 5609.571777
	Iteration 10Q: 3 clusters Score -1.015056e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -10151074.000000 Penalty: 5609.571777
	Iteration 11Q: 3 clusters Score -1.015107e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -10151248.000000 Penalty: 5609.571777
	Iteration 12Q: 3 clusters Score -1.015125e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -10151334.000000 Penalty: 5609.571777
	Iteration 13Q: 3 clusters Score -1.015133e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -10151398.000000 Penalty: 5609.571777
	Iteration 14Q: 3 clusters Score -1.01514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -10151419.000000 Penalty: 5609.571777
	Iteration 15Q: 3 clusters Score -1.015142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -10151422.000000 Penalty: 5609.571777
	Iteration 16Q: 3 clusters Score -1.015142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -10151441.000000 Penalty: 5609.571777
	Iteration 17Q: 3 clusters Score -1.015144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -10151454.000000 Penalty: 5609.571777
	Iteration 18Q: 3 clusters Score -1.015145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -10151466.000000 Penalty: 5609.571777
	Iteration 19Q: 3 clusters Score -1.015147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10151466.000000 Penalty: 5609.571777
	Iteration 20F: 3 clusters Score -1.015147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10151474.000000 Penalty: 5609.571777
	Iteration 21Q: 3 clusters Score -1.015147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10151483.000000 Penalty: 5609.571777
	Iteration 22Q: 3 clusters Score -1.015148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10151486.000000 Penalty: 5609.571777
	Iteration 23Q: 3 clusters Score -1.015149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -10151491.000000 Penalty: 5609.571777
	Iteration 24Q: 3 clusters Score -1.015149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -10151497.000000 Penalty: 5609.571777
	Iteration 25Q: 3 clusters Score -1.01515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -10151496.000000 Penalty: 5609.571777
	Iteration 26Q: 3 clusters Score -1.01515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -10151496.000000 Penalty: 5609.571777
	Iteration 27Q: 3 clusters Score -1.01515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -10151495.000000 Penalty: 5609.571777
	Iteration 28Q: 3 clusters Score -1.01515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10151501.000000 Penalty: 5609.571777
	Iteration 29Q: 3 clusters Score -1.01515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10151504.000000 Penalty: 5609.571777
	Iteration 30Q: 3 clusters Score -1.01515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10151504.000000 Penalty: 5609.571777
	Iteration 31F: 3 clusters Score -1.01515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (157781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Entering Unmasked Estep 
Score: -19333796.000000 Penalty: 2968.302979
	Iteration 0F: 2 clusters Score -1.93338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -19228598.000000 Penalty: 5936.605957
	Iteration 0F: 3 clusters Score -1.92286e+07 nChanged 75309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -19271762.000000 Penalty: 5936.605957
	Iteration 1F: 3 clusters Score -1.927176e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -19272468.000000 Penalty: 5936.605957
	Iteration 2Q: 3 clusters Score -1.927247e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -19273300.000000 Penalty: 5936.605957
	Iteration 3Q: 3 clusters Score -1.92733e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74899 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -19274184.000000 Penalty: 5936.605957
	Iteration 4Q: 3 clusters Score -1.927418e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 84868 members 
Entering Unmasked Estep 
Score: -19275144.000000 Penalty: 5936.605957
	Iteration 5Q: 3 clusters Score -1.927514e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 87788 members 
Entering Unmasked Estep 
Score: -19276548.000000 Penalty: 5936.605957
	Iteration 6Q: 3 clusters Score -1.927655e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -19278710.000000 Penalty: 5936.605957
	Iteration 7Q: 3 clusters Score -1.927871e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -19283008.000000 Penalty: 5936.605957
	Iteration 8Q: 3 clusters Score -1.928301e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 106933 members 
Entering Unmasked Estep 
Score: -19289922.000000 Penalty: 5936.605957
	Iteration 9F: 3 clusters Score -1.928992e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 116338 members 
Entering Unmasked Estep 
Score: -19298716.000000 Penalty: 5936.605957
	Iteration 10F: 3 clusters Score -1.929872e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -19308098.000000 Penalty: 5936.605957
	Iteration 11F: 3 clusters Score -1.93081e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 130615 members 
Entering Unmasked Estep 
Score: -19315350.000000 Penalty: 5936.605957
	Iteration 12F: 3 clusters Score -1.931535e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -19320586.000000 Penalty: 5936.605957
	Iteration 13Q: 3 clusters Score -1.932059e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 135923 members 
Entering Unmasked Estep 
Score: -19324454.000000 Penalty: 5936.605957
	Iteration 14Q: 3 clusters Score -1.932445e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 136997 members 
Entering Unmasked Estep 
Score: -19327340.000000 Penalty: 5936.605957
	Iteration 15Q: 3 clusters Score -1.932734e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -19329332.000000 Penalty: 5936.605957
	Iteration 16Q: 3 clusters Score -1.932933e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 137737 members 
Entering Unmasked Estep 
Score: -19330778.000000 Penalty: 5936.605957
	Iteration 17Q: 3 clusters Score -1.933078e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 137817 members 
Entering Unmasked Estep 
Score: -19331558.000000 Penalty: 5936.605957
	Iteration 18Q: 3 clusters Score -1.933156e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 137776 members 
Entering Unmasked Estep 
Score: -19332000.000000 Penalty: 5936.605957
	Iteration 19Q: 3 clusters Score -1.9332e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 137748 members 
Entering Unmasked Estep 
Score: -19332330.000000 Penalty: 5936.605957
	Iteration 20F: 3 clusters Score -1.933233e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 137677 members 
Entering Unmasked Estep 
Score: -19332490.000000 Penalty: 5936.605957
	Iteration 21Q: 3 clusters Score -1.933249e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -19332602.000000 Penalty: 5936.605957
	Iteration 22Q: 3 clusters Score -1.93326e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -19332672.000000 Penalty: 5936.605957
	Iteration 23Q: 3 clusters Score -1.933267e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 137309 members 
Entering Unmasked Estep 
Score: -19332712.000000 Penalty: 5936.605957
	Iteration 24Q: 3 clusters Score -1.933271e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 137202 members 
Entering Unmasked Estep 
Score: -19332744.000000 Penalty: 5936.605957
	Iteration 25Q: 3 clusters Score -1.933274e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -19332734.000000 Penalty: 5936.605957
	Iteration 26Q: 3 clusters Score -1.933273e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 137002 members 
Entering Unmasked Estep 
Score: -19332798.000000 Penalty: 5936.605957
	Iteration 27Q: 3 clusters Score -1.93328e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -19332818.000000 Penalty: 5936.605957
	Iteration 28Q: 3 clusters Score -1.933282e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -19332784.000000 Penalty: 5936.605957
	Iteration 29Q: 3 clusters Score -1.933278e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -19332772.000000 Penalty: 5936.605957
	Iteration 30Q: 3 clusters Score -1.933277e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 136679 members 
Entering Unmasked Estep 
Score: -19332752.000000 Penalty: 5936.605957
	Iteration 31Q: 3 clusters Score -1.933275e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 136593 members 
Entering Unmasked Estep 
Score: -19332786.000000 Penalty: 5936.605957
	Iteration 32Q: 3 clusters Score -1.933279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 136519 members 
Entering Unmasked Estep 
Score: -19332800.000000 Penalty: 5936.605957
	Iteration 33Q: 3 clusters Score -1.93328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 136447 members 
Entering Unmasked Estep 
Score: -19332810.000000 Penalty: 5936.605957
	Iteration 34Q: 3 clusters Score -1.933281e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -19332784.000000 Penalty: 5936.605957
	Iteration 35Q: 3 clusters Score -1.933278e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 136310 members 
Entering Unmasked Estep 
Score: -19332764.000000 Penalty: 5936.605957
	Iteration 36Q: 3 clusters Score -1.933276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -19332742.000000 Penalty: 5936.605957
	Iteration 37Q: 3 clusters Score -1.933274e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -19332756.000000 Penalty: 5936.605957
	Iteration 38Q: 3 clusters Score -1.933276e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 136110 members 
Entering Unmasked Estep 
Score: -19332762.000000 Penalty: 5936.605957
	Iteration 39Q: 3 clusters Score -1.933276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 136047 members 
Entering Unmasked Estep 
Score: -19332768.000000 Penalty: 5936.605957
	Iteration 40F: 3 clusters Score -1.933277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 135985 members 
Entering Unmasked Estep 
Score: -19332796.000000 Penalty: 5936.605957
	Iteration 41Q: 3 clusters Score -1.93328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 135921 members 
Entering Unmasked Estep 
Score: -19332790.000000 Penalty: 5936.605957
	Iteration 42Q: 3 clusters Score -1.933279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -19332782.000000 Penalty: 5936.605957
	Iteration 43Q: 3 clusters Score -1.933278e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 135800 members 
Entering Unmasked Estep 
Score: -19332794.000000 Penalty: 5936.605957
	Iteration 44Q: 3 clusters Score -1.933279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
Score: -19332790.000000 Penalty: 5936.605957
	Iteration 45Q: 3 clusters Score -1.933279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 135677 members 
Entering Unmasked Estep 
Score: -19332782.000000 Penalty: 5936.605957
	Iteration 46Q: 3 clusters Score -1.933278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -19332796.000000 Penalty: 5936.605957
	Iteration 47Q: 3 clusters Score -1.93328e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 135574 members 
Entering Unmasked Estep 
Score: -19332802.000000 Penalty: 5936.605957
	Iteration 48Q: 3 clusters Score -1.93328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -19332802.000000 Penalty: 5936.605957
	Iteration 49Q: 3 clusters Score -1.93328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 135459 members 
Entering Unmasked Estep 
Score: -19332822.000000 Penalty: 5936.605957
	Iteration 50Q: 3 clusters Score -1.933282e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 135384 members 
Entering Unmasked Estep 
Score: -19332834.000000 Penalty: 5936.605957
	Iteration 51Q: 3 clusters Score -1.933283e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -19332818.000000 Penalty: 5936.605957
	Iteration 52Q: 3 clusters Score -1.933282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 135274 members 
Entering Unmasked Estep 
Score: -19332842.000000 Penalty: 5936.605957
	Iteration 53Q: 3 clusters Score -1.933284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 135233 members 
Entering Unmasked Estep 
Score: -19332824.000000 Penalty: 5936.605957
	Iteration 54Q: 3 clusters Score -1.933282e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 135185 members 
Entering Unmasked Estep 
Score: -19332810.000000 Penalty: 5936.605957
	Iteration 55Q: 3 clusters Score -1.933281e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -19332812.000000 Penalty: 5936.605957
	Iteration 56Q: 3 clusters Score -1.933281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 135091 members 
Entering Unmasked Estep 
Score: -19332802.000000 Penalty: 5936.605957
	Iteration 57Q: 3 clusters Score -1.93328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 135044 members 
Entering Unmasked Estep 
Score: -19332786.000000 Penalty: 5936.605957
	Iteration 58Q: 3 clusters Score -1.933279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 134991 members 
Entering Unmasked Estep 
Score: -19332808.000000 Penalty: 5936.605957
	Iteration 59Q: 3 clusters Score -1.933281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 134945 members 
Entering Unmasked Estep 
Score: -19332784.000000 Penalty: 5936.605957
	Iteration 60F: 3 clusters Score -1.933278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 134897 members 
Entering Unmasked Estep 
Score: -19332772.000000 Penalty: 5936.605957
	Iteration 61Q: 3 clusters Score -1.933277e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 134843 members 
Entering Unmasked Estep 
Score: -19332772.000000 Penalty: 5936.605957
	Iteration 62Q: 3 clusters Score -1.933277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -19332790.000000 Penalty: 5936.605957
	Iteration 63Q: 3 clusters Score -1.933279e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 134753 members 
Entering Unmasked Estep 
Score: -19332798.000000 Penalty: 5936.605957
	Iteration 64Q: 3 clusters Score -1.93328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 134714 members 
Entering Unmasked Estep 
Score: -19332786.000000 Penalty: 5936.605957
	Iteration 65Q: 3 clusters Score -1.933279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -19332780.000000 Penalty: 5936.605957
	Iteration 66Q: 3 clusters Score -1.933278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 134641 members 
Entering Unmasked Estep 
Score: -19332742.000000 Penalty: 5936.605957
	Iteration 67Q: 3 clusters Score -1.933274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 134604 members 
Entering Unmasked Estep 
Score: -19332798.000000 Penalty: 5936.605957
	Iteration 68Q: 3 clusters Score -1.93328e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 134553 members 
Entering Unmasked Estep 
Score: -19332810.000000 Penalty: 5936.605957
	Iteration 69Q: 3 clusters Score -1.933281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 134506 members 
Entering Unmasked Estep 
Score: -19332816.000000 Penalty: 5936.605957
	Iteration 70Q: 3 clusters Score -1.933282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 134464 members 
Entering Unmasked Estep 
Score: -19332812.000000 Penalty: 5936.605957
	Iteration 71Q: 3 clusters Score -1.933281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 134415 members 
Entering Unmasked Estep 
Score: -19332826.000000 Penalty: 5936.605957
	Iteration 72Q: 3 clusters Score -1.933283e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -19332794.000000 Penalty: 5936.605957
	Iteration 73Q: 3 clusters Score -1.933279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 134356 members 
Entering Unmasked Estep 
Score: -19332824.000000 Penalty: 5936.605957
	Iteration 74Q: 3 clusters Score -1.933282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
Score: -19332816.000000 Penalty: 5936.605957
	Iteration 75Q: 3 clusters Score -1.933282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 134307 members 
Entering Unmasked Estep 
Score: -19332810.000000 Penalty: 5936.605957
	Iteration 76Q: 3 clusters Score -1.933281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 134283 members 
Entering Unmasked Estep 
Score: -19332818.000000 Penalty: 5936.605957
	Iteration 77Q: 3 clusters Score -1.933282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 134264 members 
Entering Unmasked Estep 
Score: -19332824.000000 Penalty: 5936.605957
	Iteration 78Q: 3 clusters Score -1.933282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 134248 members 
Entering Unmasked Estep 
Score: -19332812.000000 Penalty: 5936.605957
	Iteration 79Q: 3 clusters Score -1.933281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 134231 members 
Entering Unmasked Estep 
Score: -19332806.000000 Penalty: 5936.605957
	Iteration 80F: 3 clusters Score -1.933281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 134212 members 
Entering Unmasked Estep 
Score: -19332810.000000 Penalty: 5936.605957
	Iteration 81Q: 3 clusters Score -1.933281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 134196 members 
Entering Unmasked Estep 
Score: -19332832.000000 Penalty: 5936.605957
	Iteration 82Q: 3 clusters Score -1.933283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 134176 members 
Entering Unmasked Estep 
Score: -19332814.000000 Penalty: 5936.605957
	Iteration 83Q: 3 clusters Score -1.933281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -19332836.000000 Penalty: 5936.605957
	Iteration 84Q: 3 clusters Score -1.933284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 134143 members 
Entering Unmasked Estep 
Score: -19332816.000000 Penalty: 5936.605957
	Iteration 85Q: 3 clusters Score -1.933282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 134127 members 
Entering Unmasked Estep 
Score: -19332814.000000 Penalty: 5936.605957
	Iteration 86Q: 3 clusters Score -1.933281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 134115 members 
Entering Unmasked Estep 
Score: -19332810.000000 Penalty: 5936.605957
	Iteration 87Q: 3 clusters Score -1.933281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -19332834.000000 Penalty: 5936.605957
	Iteration 88Q: 3 clusters Score -1.933283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 134087 members 
Entering Unmasked Estep 
Score: -19332842.000000 Penalty: 5936.605957
	Iteration 89Q: 3 clusters Score -1.933284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -19332838.000000 Penalty: 5936.605957
	Iteration 90Q: 3 clusters Score -1.933284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -19332838.000000 Penalty: 5936.605957
	Iteration 91Q: 3 clusters Score -1.933284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -19332854.000000 Penalty: 5936.605957
	Iteration 92Q: 3 clusters Score -1.933285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 134012 members 
Entering Unmasked Estep 
Score: -19332854.000000 Penalty: 5936.605957
	Iteration 93Q: 3 clusters Score -1.933285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
Score: -19332874.000000 Penalty: 5936.605957
	Iteration 94Q: 3 clusters Score -1.933287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 133980 members 
Entering Unmasked Estep 
Score: -19332862.000000 Penalty: 5936.605957
	Iteration 95Q: 3 clusters Score -1.933286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 133964 members 
Entering Unmasked Estep 
Score: -19332856.000000 Penalty: 5936.605957
	Iteration 96Q: 3 clusters Score -1.933286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -19332874.000000 Penalty: 5936.605957
	Iteration 97Q: 3 clusters Score -1.933287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 133937 members 
Entering Unmasked Estep 
Score: -19332878.000000 Penalty: 5936.605957
	Iteration 98Q: 3 clusters Score -1.933288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -19332878.000000 Penalty: 5936.605957
	Iteration 99Q: 3 clusters Score -1.933288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -19332880.000000 Penalty: 5936.605957
	Iteration 100F: 3 clusters Score -1.933288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 133896 members 
Entering Unmasked Estep 
Score: -19332888.000000 Penalty: 5936.605957
	Iteration 101Q: 3 clusters Score -1.933289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 133884 members 
Entering Unmasked Estep 
Score: -19332900.000000 Penalty: 5936.605957
	Iteration 102Q: 3 clusters Score -1.93329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 133877 members 
Entering Unmasked Estep 
Score: -19332900.000000 Penalty: 5936.605957
	Iteration 103Q: 3 clusters Score -1.93329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -19332904.000000 Penalty: 5936.605957
	Iteration 104Q: 3 clusters Score -1.93329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -19332884.000000 Penalty: 5936.605957
	Iteration 105Q: 3 clusters Score -1.933288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 133850 members 
Entering Unmasked Estep 
Score: -19332872.000000 Penalty: 5936.605957
	Iteration 106Q: 3 clusters Score -1.933287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -19332868.000000 Penalty: 5936.605957
	Iteration 107Q: 3 clusters Score -1.933287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 133837 members 
Entering Unmasked Estep 
Score: -19332860.000000 Penalty: 5936.605957
	Iteration 108Q: 3 clusters Score -1.933286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
Score: -19332862.000000 Penalty: 5936.605957
	Iteration 109Q: 3 clusters Score -1.933286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 133820 members 
Entering Unmasked Estep 
Score: -19332860.000000 Penalty: 5936.605957
	Iteration 110Q: 3 clusters Score -1.933286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 133811 members 
Entering Unmasked Estep 
Score: -19332866.000000 Penalty: 5936.605957
	Iteration 111Q: 3 clusters Score -1.933287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -19332848.000000 Penalty: 5936.605957
	Iteration 112Q: 3 clusters Score -1.933285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 133801 members 
Entering Unmasked Estep 
Score: -19332850.000000 Penalty: 5936.605957
	Iteration 113Q: 3 clusters Score -1.933285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 133798 members 
Entering Unmasked Estep 
Score: -19332858.000000 Penalty: 5936.605957
	Iteration 114Q: 3 clusters Score -1.933286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
Score: -19332846.000000 Penalty: 5936.605957
	Iteration 115Q: 3 clusters Score -1.933285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 133792 members 
Entering Unmasked Estep 
Score: -19332856.000000 Penalty: 5936.605957
	Iteration 116Q: 3 clusters Score -1.933286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -19332854.000000 Penalty: 5936.605957
	Iteration 117Q: 3 clusters Score -1.933285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -19332854.000000 Penalty: 5936.605957
	Iteration 118F: 3 clusters Score -1.933285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Entering Unmasked Estep 
Score: -1324857.750000 Penalty: 2306.490234
	Iteration 0F: 2 clusters Score -1324858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1316495.500000 Penalty: 4612.980469
	Iteration 0F: 3 clusters Score -1316496 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1319209.875000 Penalty: 4612.980469
	Iteration 1F: 3 clusters Score -1319210 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1319726.125000 Penalty: 4612.980469
	Iteration 2F: 3 clusters Score -1319726 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1320204.250000 Penalty: 4612.980469
	Iteration 3F: 3 clusters Score -1320204 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1320637.875000 Penalty: 4612.980469
	Iteration 4F: 3 clusters Score -1320638 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1321047.875000 Penalty: 4612.980469
	Iteration 5F: 3 clusters Score -1321048 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1321437.000000 Penalty: 4612.980469
	Iteration 6F: 3 clusters Score -1321437 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1321792.875000 Penalty: 4612.980469
	Iteration 7F: 3 clusters Score -1321793 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1322108.625000 Penalty: 4612.980469
	Iteration 8Q: 3 clusters Score -1322109 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1322330.250000 Penalty: 4612.980469
	Iteration 9Q: 3 clusters Score -1322330 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1322495.250000 Penalty: 4612.980469
	Iteration 10Q: 3 clusters Score -1322495 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1322634.000000 Penalty: 4612.980469
	Iteration 11Q: 3 clusters Score -1322634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1322731.125000 Penalty: 4612.980469
	Iteration 12Q: 3 clusters Score -1322731 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1322816.500000 Penalty: 4612.980469
	Iteration 13Q: 3 clusters Score -1322816 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1322907.250000 Penalty: 4612.980469
	Iteration 14Q: 3 clusters Score -1322907 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1322992.625000 Penalty: 4612.980469
	Iteration 15Q: 3 clusters Score -1322993 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1323101.750000 Penalty: 4612.980469
	Iteration 16Q: 3 clusters Score -1323102 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1323182.500000 Penalty: 4612.980469
	Iteration 17Q: 3 clusters Score -1323182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1323230.250000 Penalty: 4612.980469
	Iteration 18Q: 3 clusters Score -1323230 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1323281.125000 Penalty: 4612.980469
	Iteration 19Q: 3 clusters Score -1323281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1323316.000000 Penalty: 4612.980469
	Iteration 20F: 3 clusters Score -1323316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1323336.625000 Penalty: 4612.980469
	Iteration 21Q: 3 clusters Score -1323337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1323353.625000 Penalty: 4612.980469
	Iteration 22Q: 3 clusters Score -1323354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1323361.625000 Penalty: 4612.980469
	Iteration 23Q: 3 clusters Score -1323362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1323365.875000 Penalty: 4612.980469
	Iteration 24Q: 3 clusters Score -1323366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1323370.500000 Penalty: 4612.980469
	Iteration 25Q: 3 clusters Score -1323370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1323376.625000 Penalty: 4612.980469
	Iteration 26Q: 3 clusters Score -1323377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1323377.500000 Penalty: 4612.980469
	Iteration 27Q: 3 clusters Score -1323378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1323380.625000 Penalty: 4612.980469
	Iteration 28Q: 3 clusters Score -1323381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1323380.875000 Penalty: 4612.980469
	Iteration 29Q: 3 clusters Score -1323381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1323386.125000 Penalty: 4612.980469
	Iteration 30Q: 3 clusters Score -1323386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1323390.000000 Penalty: 4612.980469
	Iteration 31Q: 3 clusters Score -1323390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1323392.500000 Penalty: 4612.980469
	Iteration 32Q: 3 clusters Score -1323392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1323393.750000 Penalty: 4612.980469
	Iteration 33Q: 3 clusters Score -1323394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1323393.625000 Penalty: 4612.980469
	Iteration 34Q: 3 clusters Score -1323394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1323396.125000 Penalty: 4612.980469
	Iteration 35Q: 3 clusters Score -1323396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1323394.250000 Penalty: 4612.980469
	Iteration 36Q: 3 clusters Score -1323394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1323392.750000 Penalty: 4612.980469
	Iteration 37Q: 3 clusters Score -1323393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1323396.375000 Penalty: 4612.980469
	Iteration 38Q: 3 clusters Score -1323396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1323397.625000 Penalty: 4612.980469
	Iteration 39Q: 3 clusters Score -1323398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1323397.625000 Penalty: 4612.980469
	Iteration 40F: 3 clusters Score -1323398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1456478.250000 Penalty: 2343.577148
	Iteration 0F: 2 clusters Score -1456478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1447045.125000 Penalty: 4687.154297
	Iteration 0F: 3 clusters Score -1447045 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1450039.375000 Penalty: 4687.154297
	Iteration 1F: 3 clusters Score -1450039 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1450396.625000 Penalty: 4687.154297
	Iteration 2F: 3 clusters Score -1450397 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1450682.625000 Penalty: 4687.154297
	Iteration 3Q: 3 clusters Score -1450683 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1450956.750000 Penalty: 4687.154297
	Iteration 4Q: 3 clusters Score -1450957 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1451199.500000 Penalty: 4687.154297
	Iteration 5Q: 3 clusters Score -1451200 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1451483.625000 Penalty: 4687.154297
	Iteration 6Q: 3 clusters Score -1451484 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1451815.375000 Penalty: 4687.154297
	Iteration 7Q: 3 clusters Score -1451815 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1452187.875000 Penalty: 4687.154297
	Iteration 8Q: 3 clusters Score -1452188 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1452594.125000 Penalty: 4687.154297
	Iteration 9Q: 3 clusters Score -1452594 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1453011.875000 Penalty: 4687.154297
	Iteration 10Q: 3 clusters Score -1453012 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1453422.375000 Penalty: 4687.154297
	Iteration 11Q: 3 clusters Score -1453422 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1453762.375000 Penalty: 4687.154297
	Iteration 12Q: 3 clusters Score -1453762 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1454011.125000 Penalty: 4687.154297
	Iteration 13Q: 3 clusters Score -1454011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1454151.625000 Penalty: 4687.154297
	Iteration 14Q: 3 clusters Score -1454152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1454253.250000 Penalty: 4687.154297
	Iteration 15Q: 3 clusters Score -1454253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1454349.125000 Penalty: 4687.154297
	Iteration 16Q: 3 clusters Score -1454349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1454440.500000 Penalty: 4687.154297
	Iteration 17Q: 3 clusters Score -1454440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1454482.125000 Penalty: 4687.154297
	Iteration 18Q: 3 clusters Score -1454482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1454514.625000 Penalty: 4687.154297
	Iteration 19Q: 3 clusters Score -1454515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1454532.250000 Penalty: 4687.154297
	Iteration 20F: 3 clusters Score -1454532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1454546.375000 Penalty: 4687.154297
	Iteration 21Q: 3 clusters Score -1454546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1454552.625000 Penalty: 4687.154297
	Iteration 22Q: 3 clusters Score -1454553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1454557.250000 Penalty: 4687.154297
	Iteration 23Q: 3 clusters Score -1454557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1454558.000000 Penalty: 4687.154297
	Iteration 24Q: 3 clusters Score -1454558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1454560.500000 Penalty: 4687.154297
	Iteration 25Q: 3 clusters Score -1454560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1454561.625000 Penalty: 4687.154297
	Iteration 26Q: 3 clusters Score -1454562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1454561.625000 Penalty: 4687.154297
	Iteration 27F: 3 clusters Score -1454562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139285.203125 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139285.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139628.796875 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139628.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139788.296875 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -139788.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -139937.640625 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -139937.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140106.937500 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -140106.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -140321.187500 Penalty: 3543.625977
	Iteration 5F: 3 clusters Score -140321.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140640.296875 Penalty: 3543.625977
	Iteration 6F: 3 clusters Score -140640.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141259.750000 Penalty: 3543.625977
	Iteration 7F: 3 clusters Score -141259.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141879.062500 Penalty: 3543.625977
	Iteration 8F: 3 clusters Score -141879.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -142138.343750 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -142138.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142258.796875 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -142258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142317.890625 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -142317.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142394.484375 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -142394.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142452.937500 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -142452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142462.640625 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -142462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142462.640625 Penalty: 3543.625977
	Iteration 15F: 3 clusters Score -142462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95995 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83947 members 
Mstep: Class 5 contains 81847 members 
Mstep: Class 6 contains 29385 members 
Mstep: Class 7 contains 161914 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 162388 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 194590 members 
Mstep: Class 19 contains 171631 members 
Mstep: Class 20 contains 164231 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52872 members 
Mstep: Class 23 contains 81603 members 
Mstep: Class 24 contains 157781 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 759 members 
Entering Unmasked Estep 
Score: -194700400.000000 Penalty: 102794.593750
Splitting cluster 27 changes total score from -194700928.000000 to -194700400.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95995 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83947 members 
Mstep: Class 5 contains 81847 members 
Mstep: Class 6 contains 29385 members 
Mstep: Class 7 contains 161914 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 162388 members 
Mstep: Class 13 contains 68250 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 194590 members 
Mstep: Class 19 contains 171631 members 
Mstep: Class 20 contains 164231 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52872 members 
Mstep: Class 23 contains 81603 members 
Mstep: Class 24 contains 157781 members 
Mstep: Class 25 contains 10942 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701424.000000 Penalty: 99249.953125
Iteration 199Q: 29 clusters Score -1.947014e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 95796 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83870 members 
Mstep: Class 5 contains 81881 members 
Mstep: Class 6 contains 29276 members 
Mstep: Class 7 contains 161615 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 907 members 
Mstep: Class 12 contains 163231 members 
Mstep: Class 13 contains 68232 members 
Mstep: Class 14 contains 45571 members 
Mstep: Class 15 contains 8309 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 194785 members 
Mstep: Class 19 contains 171655 members 
Mstep: Class 20 contains 163948 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52823 members 
Mstep: Class 23 contains 81524 members 
Mstep: Class 24 contains 157835 members 
Mstep: Class 25 contains 10944 members 
Mstep: Class 26 contains 12723 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702608.000000 Penalty: 99249.953125
Iteration 200F: 29 clusters Score -1.947026e+08 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 95623 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 83783 members 
Mstep: Class 5 contains 81782 members 
Mstep: Class 6 contains 29148 members 
Mstep: Class 7 contains 161391 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 163713 members 
Mstep: Class 13 contains 68231 members 
Mstep: Class 14 contains 45551 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 194953 members 
Mstep: Class 19 contains 171708 members 
Mstep: Class 20 contains 163894 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52769 members 
Mstep: Class 23 contains 81435 members 
Mstep: Class 24 contains 157902 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 12664 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702128.000000 Penalty: 99249.953125
Iteration 201Q: 29 clusters Score -1.947021e+08 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 95463 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 83692 members 
Mstep: Class 5 contains 81664 members 
Mstep: Class 6 contains 29037 members 
Mstep: Class 7 contains 161225 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 164162 members 
Mstep: Class 13 contains 68194 members 
Mstep: Class 14 contains 45527 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 195239 members 
Mstep: Class 19 contains 171732 members 
Mstep: Class 20 contains 163899 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52703 members 
Mstep: Class 23 contains 81376 members 
Mstep: Class 24 contains 157963 members 
Mstep: Class 25 contains 10936 members 
Mstep: Class 26 contains 12603 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702032.000000 Penalty: 99249.953125
Iteration 202Q: 29 clusters Score -1.94702e+08 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 95339 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 83631 members 
Mstep: Class 5 contains 81525 members 
Mstep: Class 6 contains 28928 members 
Mstep: Class 7 contains 161062 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 164558 members 
Mstep: Class 13 contains 68139 members 
Mstep: Class 14 contains 45505 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 6808 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 195544 members 
Mstep: Class 19 contains 171753 members 
Mstep: Class 20 contains 163905 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52668 members 
Mstep: Class 23 contains 81301 members 
Mstep: Class 24 contains 158031 members 
Mstep: Class 25 contains 10925 members 
Mstep: Class 26 contains 12573 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702448.000000 Penalty: 99249.953125
Iteration 203Q: 29 clusters Score -1.947024e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 95216 members 
Mstep: Class 3 contains 5754 members 
Mstep: Class 4 contains 83576 members 
Mstep: Class 5 contains 81425 members 
Mstep: Class 6 contains 28801 members 
Mstep: Class 7 contains 160928 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 164906 members 
Mstep: Class 13 contains 68085 members 
Mstep: Class 14 contains 45498 members 
Mstep: Class 15 contains 8119 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 195863 members 
Mstep: Class 19 contains 171719 members 
Mstep: Class 20 contains 163949 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52628 members 
Mstep: Class 23 contains 81246 members 
Mstep: Class 24 contains 158079 members 
Mstep: Class 25 contains 10908 members 
Mstep: Class 26 contains 12558 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703152.000000 Penalty: 99249.953125
Iteration 204Q: 29 clusters Score -1.947032e+08 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 95108 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 83502 members 
Mstep: Class 5 contains 81329 members 
Mstep: Class 6 contains 28676 members 
Mstep: Class 7 contains 160808 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 165177 members 
Mstep: Class 13 contains 68050 members 
Mstep: Class 14 contains 45488 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 6805 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 196133 members 
Mstep: Class 19 contains 171667 members 
Mstep: Class 20 contains 164058 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52613 members 
Mstep: Class 23 contains 81184 members 
Mstep: Class 24 contains 158142 members 
Mstep: Class 25 contains 10890 members 
Mstep: Class 26 contains 12538 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702768.000000 Penalty: 99249.953125
Iteration 205Q: 29 clusters Score -1.947028e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 95006 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 83426 members 
Mstep: Class 5 contains 81239 members 
Mstep: Class 6 contains 28548 members 
Mstep: Class 7 contains 160719 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 165470 members 
Mstep: Class 13 contains 68023 members 
Mstep: Class 14 contains 45483 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 196386 members 
Mstep: Class 19 contains 171582 members 
Mstep: Class 20 contains 164150 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52578 members 
Mstep: Class 23 contains 81134 members 
Mstep: Class 24 contains 158227 members 
Mstep: Class 25 contains 10868 members 
Mstep: Class 26 contains 12508 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702800.000000 Penalty: 99249.953125
Iteration 206Q: 29 clusters Score -1.947028e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 94913 members 
Mstep: Class 3 contains 5796 members 
Mstep: Class 4 contains 83392 members 
Mstep: Class 5 contains 81168 members 
Mstep: Class 6 contains 28416 members 
Mstep: Class 7 contains 160631 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 908 members 
Mstep: Class 12 contains 165750 members 
Mstep: Class 13 contains 67976 members 
Mstep: Class 14 contains 45463 members 
Mstep: Class 15 contains 8038 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 196673 members 
Mstep: Class 19 contains 171514 members 
Mstep: Class 20 contains 164175 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52563 members 
Mstep: Class 23 contains 81097 members 
Mstep: Class 24 contains 158296 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 12466 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702672.000000 Penalty: 99249.953125
Iteration 207Q: 29 clusters Score -1.947027e+08 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 94817 members 
Mstep: Class 3 contains 5804 members 
Mstep: Class 4 contains 83370 members 
Mstep: Class 5 contains 81121 members 
Mstep: Class 6 contains 28319 members 
Mstep: Class 7 contains 160598 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 165911 members 
Mstep: Class 13 contains 67934 members 
Mstep: Class 14 contains 45453 members 
Mstep: Class 15 contains 8006 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 196877 members 
Mstep: Class 19 contains 171396 members 
Mstep: Class 20 contains 164289 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52545 members 
Mstep: Class 23 contains 81044 members 
Mstep: Class 24 contains 158392 members 
Mstep: Class 25 contains 10845 members 
Mstep: Class 26 contains 12430 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703552.000000 Penalty: 99249.953125
Iteration 208Q: 29 clusters Score -1.947036e+08 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 94754 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 83389 members 
Mstep: Class 5 contains 81078 members 
Mstep: Class 6 contains 28192 members 
Mstep: Class 7 contains 160563 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 166132 members 
Mstep: Class 13 contains 67910 members 
Mstep: Class 14 contains 45446 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 197023 members 
Mstep: Class 19 contains 171308 members 
Mstep: Class 20 contains 164351 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52541 members 
Mstep: Class 23 contains 80978 members 
Mstep: Class 24 contains 158455 members 
Mstep: Class 25 contains 10835 members 
Mstep: Class 26 contains 12391 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703792.000000 Penalty: 99249.953125
Iteration 209Q: 29 clusters Score -1.947038e+08 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 94685 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 83371 members 
Mstep: Class 5 contains 81023 members 
Mstep: Class 6 contains 28073 members 
Mstep: Class 7 contains 160516 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 166374 members 
Mstep: Class 13 contains 67868 members 
Mstep: Class 14 contains 45415 members 
Mstep: Class 15 contains 7949 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 197196 members 
Mstep: Class 19 contains 171235 members 
Mstep: Class 20 contains 164412 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52547 members 
Mstep: Class 23 contains 80931 members 
Mstep: Class 24 contains 158500 members 
Mstep: Class 25 contains 10832 members 
Mstep: Class 26 contains 12374 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703968.000000 Penalty: 99249.953125
Iteration 210Q: 29 clusters Score -1.94704e+08 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 94599 members 
Mstep: Class 3 contains 5820 members 
Mstep: Class 4 contains 83361 members 
Mstep: Class 5 contains 80978 members 
Mstep: Class 6 contains 27987 members 
Mstep: Class 7 contains 160457 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 166632 members 
Mstep: Class 13 contains 67807 members 
Mstep: Class 14 contains 45406 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 197384 members 
Mstep: Class 19 contains 171212 members 
Mstep: Class 20 contains 164423 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52547 members 
Mstep: Class 23 contains 80869 members 
Mstep: Class 24 contains 158509 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 12343 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704256.000000 Penalty: 99249.953125
Iteration 211Q: 29 clusters Score -1.947043e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 94529 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 83368 members 
Mstep: Class 5 contains 80941 members 
Mstep: Class 6 contains 27902 members 
Mstep: Class 7 contains 160374 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 166825 members 
Mstep: Class 13 contains 67699 members 
Mstep: Class 14 contains 45417 members 
Mstep: Class 15 contains 7919 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 197577 members 
Mstep: Class 19 contains 171182 members 
Mstep: Class 20 contains 164514 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52526 members 
Mstep: Class 23 contains 80823 members 
Mstep: Class 24 contains 158507 members 
Mstep: Class 25 contains 10830 members 
Mstep: Class 26 contains 12323 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704224.000000 Penalty: 99249.953125
Iteration 212Q: 29 clusters Score -1.947042e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 94452 members 
Mstep: Class 3 contains 5832 members 
Mstep: Class 4 contains 83355 members 
Mstep: Class 5 contains 80922 members 
Mstep: Class 6 contains 27815 members 
Mstep: Class 7 contains 160348 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 167073 members 
Mstep: Class 13 contains 67642 members 
Mstep: Class 14 contains 45403 members 
Mstep: Class 15 contains 7886 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 197769 members 
Mstep: Class 19 contains 171143 members 
Mstep: Class 20 contains 164553 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52519 members 
Mstep: Class 23 contains 80764 members 
Mstep: Class 24 contains 158481 members 
Mstep: Class 25 contains 10814 members 
Mstep: Class 26 contains 12301 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703936.000000 Penalty: 99249.953125
Iteration 213Q: 29 clusters Score -1.947039e+08 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 94395 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 83333 members 
Mstep: Class 5 contains 80892 members 
Mstep: Class 6 contains 27735 members 
Mstep: Class 7 contains 160348 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 167287 members 
Mstep: Class 13 contains 67603 members 
Mstep: Class 14 contains 45404 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 197874 members 
Mstep: Class 19 contains 171156 members 
Mstep: Class 20 contains 164567 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52527 members 
Mstep: Class 23 contains 80723 members 
Mstep: Class 24 contains 158446 members 
Mstep: Class 25 contains 10793 members 
Mstep: Class 26 contains 12292 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704160.000000 Penalty: 99249.953125
Iteration 214Q: 29 clusters Score -1.947042e+08 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 94326 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 83315 members 
Mstep: Class 5 contains 80855 members 
Mstep: Class 6 contains 27640 members 
Mstep: Class 7 contains 160351 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 167474 members 
Mstep: Class 13 contains 67569 members 
Mstep: Class 14 contains 45410 members 
Mstep: Class 15 contains 7817 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 197980 members 
Mstep: Class 19 contains 171165 members 
Mstep: Class 20 contains 164625 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52538 members 
Mstep: Class 23 contains 80687 members 
Mstep: Class 24 contains 158402 members 
Mstep: Class 25 contains 10771 members 
Mstep: Class 26 contains 12284 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704368.000000 Penalty: 99249.953125
Iteration 215Q: 29 clusters Score -1.947044e+08 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 94252 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 83284 members 
Mstep: Class 5 contains 80840 members 
Mstep: Class 6 contains 27554 members 
Mstep: Class 7 contains 160356 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 167666 members 
Mstep: Class 13 contains 67539 members 
Mstep: Class 14 contains 45393 members 
Mstep: Class 15 contains 7766 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 198018 members 
Mstep: Class 19 contains 171234 members 
Mstep: Class 20 contains 164703 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52536 members 
Mstep: Class 23 contains 80655 members 
Mstep: Class 24 contains 158370 members 
Mstep: Class 25 contains 10737 members 
Mstep: Class 26 contains 12275 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704416.000000 Penalty: 99249.953125
Iteration 216Q: 29 clusters Score -1.947044e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 94187 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 83264 members 
Mstep: Class 5 contains 80788 members 
Mstep: Class 6 contains 27457 members 
Mstep: Class 7 contains 160391 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 167859 members 
Mstep: Class 13 contains 67491 members 
Mstep: Class 14 contains 45372 members 
Mstep: Class 15 contains 7723 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 198005 members 
Mstep: Class 19 contains 171422 members 
Mstep: Class 20 contains 164694 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52549 members 
Mstep: Class 23 contains 80624 members 
Mstep: Class 24 contains 158318 members 
Mstep: Class 25 contains 10720 members 
Mstep: Class 26 contains 12262 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705104.000000 Penalty: 99249.953125
Iteration 217Q: 29 clusters Score -1.947051e+08 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 94155 members 
Mstep: Class 3 contains 5860 members 
Mstep: Class 4 contains 83241 members 
Mstep: Class 5 contains 80752 members 
Mstep: Class 6 contains 27374 members 
Mstep: Class 7 contains 160386 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 168160 members 
Mstep: Class 13 contains 67435 members 
Mstep: Class 14 contains 45354 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 197903 members 
Mstep: Class 19 contains 171584 members 
Mstep: Class 20 contains 164685 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52563 members 
Mstep: Class 23 contains 80583 members 
Mstep: Class 24 contains 158289 members 
Mstep: Class 25 contains 10708 members 
Mstep: Class 26 contains 12238 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705680.000000 Penalty: 99249.953125
Iteration 218Q: 29 clusters Score -1.947057e+08 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 94128 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 83211 members 
Mstep: Class 5 contains 80701 members 
Mstep: Class 6 contains 27307 members 
Mstep: Class 7 contains 160381 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 168444 members 
Mstep: Class 13 contains 67393 members 
Mstep: Class 14 contains 45325 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 197825 members 
Mstep: Class 19 contains 171767 members 
Mstep: Class 20 contains 164632 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52580 members 
Mstep: Class 23 contains 80527 members 
Mstep: Class 24 contains 158258 members 
Mstep: Class 25 contains 10716 members 
Mstep: Class 26 contains 12206 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706000.000000 Penalty: 99249.953125
Iteration 219Q: 29 clusters Score -1.94706e+08 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 94059 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 83164 members 
Mstep: Class 5 contains 80661 members 
Mstep: Class 6 contains 27229 members 
Mstep: Class 7 contains 160427 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 168839 members 
Mstep: Class 13 contains 67352 members 
Mstep: Class 14 contains 45297 members 
Mstep: Class 15 contains 7611 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 197653 members 
Mstep: Class 19 contains 172011 members 
Mstep: Class 20 contains 164544 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52598 members 
Mstep: Class 23 contains 80438 members 
Mstep: Class 24 contains 158217 members 
Mstep: Class 25 contains 10718 members 
Mstep: Class 26 contains 12179 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706464.000000 Penalty: 99249.953125
Iteration 220F: 29 clusters Score -1.947065e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 93987 members 
Mstep: Class 3 contains 5875 members 
Mstep: Class 4 contains 83106 members 
Mstep: Class 5 contains 80609 members 
Mstep: Class 6 contains 27155 members 
Mstep: Class 7 contains 160457 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 910 members 
Mstep: Class 12 contains 169310 members 
Mstep: Class 13 contains 67311 members 
Mstep: Class 14 contains 45269 members 
Mstep: Class 15 contains 7557 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 197418 members 
Mstep: Class 19 contains 172163 members 
Mstep: Class 20 contains 164510 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52622 members 
Mstep: Class 23 contains 80379 members 
Mstep: Class 24 contains 158201 members 
Mstep: Class 25 contains 10721 members 
Mstep: Class 26 contains 12168 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707440.000000 Penalty: 99249.953125
Iteration 221Q: 29 clusters Score -1.947074e+08 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 93920 members 
Mstep: Class 3 contains 5880 members 
Mstep: Class 4 contains 83082 members 
Mstep: Class 5 contains 80559 members 
Mstep: Class 6 contains 27082 members 
Mstep: Class 7 contains 160457 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 169687 members 
Mstep: Class 13 contains 67262 members 
Mstep: Class 14 contains 45268 members 
Mstep: Class 15 contains 7513 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 197193 members 
Mstep: Class 19 contains 172306 members 
Mstep: Class 20 contains 164607 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52632 members 
Mstep: Class 23 contains 80317 members 
Mstep: Class 24 contains 158141 members 
Mstep: Class 25 contains 10709 members 
Mstep: Class 26 contains 12140 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707040.000000 Penalty: 99249.953125
Iteration 222Q: 29 clusters Score -1.94707e+08 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 93863 members 
Mstep: Class 3 contains 5884 members 
Mstep: Class 4 contains 83048 members 
Mstep: Class 5 contains 80507 members 
Mstep: Class 6 contains 27016 members 
Mstep: Class 7 contains 160433 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 170063 members 
Mstep: Class 13 contains 67219 members 
Mstep: Class 14 contains 45245 members 
Mstep: Class 15 contains 7467 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 196913 members 
Mstep: Class 19 contains 172465 members 
Mstep: Class 20 contains 164763 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52631 members 
Mstep: Class 23 contains 80272 members 
Mstep: Class 24 contains 158109 members 
Mstep: Class 25 contains 10693 members 
Mstep: Class 26 contains 12098 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706992.000000 Penalty: 99249.953125
Iteration 223Q: 29 clusters Score -1.94707e+08 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 93824 members 
Mstep: Class 3 contains 5888 members 
Mstep: Class 4 contains 83026 members 
Mstep: Class 5 contains 80473 members 
Mstep: Class 6 contains 26964 members 
Mstep: Class 7 contains 160388 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 170451 members 
Mstep: Class 13 contains 67176 members 
Mstep: Class 14 contains 45238 members 
Mstep: Class 15 contains 7407 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 196652 members 
Mstep: Class 19 contains 172569 members 
Mstep: Class 20 contains 164926 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52635 members 
Mstep: Class 23 contains 80254 members 
Mstep: Class 24 contains 158000 members 
Mstep: Class 25 contains 10695 members 
Mstep: Class 26 contains 12069 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706496.000000 Penalty: 99249.953125
Iteration 224Q: 29 clusters Score -1.947065e+08 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 93804 members 
Mstep: Class 3 contains 5890 members 
Mstep: Class 4 contains 83005 members 
Mstep: Class 5 contains 80408 members 
Mstep: Class 6 contains 26954 members 
Mstep: Class 7 contains 160325 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 170803 members 
Mstep: Class 13 contains 67172 members 
Mstep: Class 14 contains 45227 members 
Mstep: Class 15 contains 7366 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 196419 members 
Mstep: Class 19 contains 172625 members 
Mstep: Class 20 contains 165076 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52631 members 
Mstep: Class 23 contains 80227 members 
Mstep: Class 24 contains 157885 members 
Mstep: Class 25 contains 10678 members 
Mstep: Class 26 contains 12046 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 4935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707040.000000 Penalty: 99249.953125
Iteration 225Q: 29 clusters Score -1.94707e+08 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93800 members 
Mstep: Class 3 contains 5894 members 
Mstep: Class 4 contains 82999 members 
Mstep: Class 5 contains 80344 members 
Mstep: Class 6 contains 26936 members 
Mstep: Class 7 contains 160282 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 171129 members 
Mstep: Class 13 contains 67163 members 
Mstep: Class 14 contains 45216 members 
Mstep: Class 15 contains 7331 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 196212 members 
Mstep: Class 19 contains 172637 members 
Mstep: Class 20 contains 165252 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52655 members 
Mstep: Class 23 contains 80182 members 
Mstep: Class 24 contains 157743 members 
Mstep: Class 25 contains 10684 members 
Mstep: Class 26 contains 11992 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706880.000000 Penalty: 99249.953125
Iteration 226Q: 29 clusters Score -1.947069e+08 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93788 members 
Mstep: Class 3 contains 5901 members 
Mstep: Class 4 contains 83038 members 
Mstep: Class 5 contains 80269 members 
Mstep: Class 6 contains 26923 members 
Mstep: Class 7 contains 160227 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 171433 members 
Mstep: Class 13 contains 67126 members 
Mstep: Class 14 contains 45169 members 
Mstep: Class 15 contains 7282 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 196059 members 
Mstep: Class 19 contains 172595 members 
Mstep: Class 20 contains 165499 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52667 members 
Mstep: Class 23 contains 80142 members 
Mstep: Class 24 contains 157580 members 
Mstep: Class 25 contains 10702 members 
Mstep: Class 26 contains 11955 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706880.000000 Penalty: 99249.953125
Iteration 227Q: 29 clusters Score -1.947069e+08 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 93785 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 83047 members 
Mstep: Class 5 contains 80174 members 
Mstep: Class 6 contains 26911 members 
Mstep: Class 7 contains 160182 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 171741 members 
Mstep: Class 13 contains 67104 members 
Mstep: Class 14 contains 45154 members 
Mstep: Class 15 contains 7229 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 195895 members 
Mstep: Class 19 contains 172565 members 
Mstep: Class 20 contains 165783 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52647 members 
Mstep: Class 23 contains 80140 members 
Mstep: Class 24 contains 157401 members 
Mstep: Class 25 contains 10693 members 
Mstep: Class 26 contains 11921 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707616.000000 Penalty: 99249.953125
Iteration 228Q: 29 clusters Score -1.947076e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93760 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 83051 members 
Mstep: Class 5 contains 80059 members 
Mstep: Class 6 contains 26907 members 
Mstep: Class 7 contains 160114 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 172129 members 
Mstep: Class 13 contains 67107 members 
Mstep: Class 14 contains 45158 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 195666 members 
Mstep: Class 19 contains 172593 members 
Mstep: Class 20 contains 166009 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52630 members 
Mstep: Class 23 contains 80150 members 
Mstep: Class 24 contains 157219 members 
Mstep: Class 25 contains 10678 members 
Mstep: Class 26 contains 11882 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707600.000000 Penalty: 99249.953125
Iteration 229Q: 29 clusters Score -1.947076e+08 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93715 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 83059 members 
Mstep: Class 5 contains 79945 members 
Mstep: Class 6 contains 26884 members 
Mstep: Class 7 contains 160049 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 172558 members 
Mstep: Class 13 contains 67128 members 
Mstep: Class 14 contains 45156 members 
Mstep: Class 15 contains 7136 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 195376 members 
Mstep: Class 19 contains 172621 members 
Mstep: Class 20 contains 166260 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 52626 members 
Mstep: Class 23 contains 80165 members 
Mstep: Class 24 contains 157019 members 
Mstep: Class 25 contains 10659 members 
Mstep: Class 26 contains 11862 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707568.000000 Penalty: 99249.953125
Iteration 230Q: 29 clusters Score -1.947076e+08 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 93685 members 
Mstep: Class 3 contains 5916 members 
Mstep: Class 4 contains 83060 members 
Mstep: Class 5 contains 79812 members 
Mstep: Class 6 contains 26855 members 
Mstep: Class 7 contains 160000 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 173047 members 
Mstep: Class 13 contains 67140 members 
Mstep: Class 14 contains 45134 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 195070 members 
Mstep: Class 19 contains 172780 members 
Mstep: Class 20 contains 166414 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52616 members 
Mstep: Class 23 contains 80169 members 
Mstep: Class 24 contains 156815 members 
Mstep: Class 25 contains 10651 members 
Mstep: Class 26 contains 11830 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707728.000000 Penalty: 99249.953125
Iteration 231Q: 29 clusters Score -1.947077e+08 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 93650 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 83082 members 
Mstep: Class 5 contains 79649 members 
Mstep: Class 6 contains 26795 members 
Mstep: Class 7 contains 159902 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 173403 members 
Mstep: Class 13 contains 67127 members 
Mstep: Class 14 contains 45116 members 
Mstep: Class 15 contains 7045 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 194756 members 
Mstep: Class 19 contains 172986 members 
Mstep: Class 20 contains 166757 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52635 members 
Mstep: Class 23 contains 80165 members 
Mstep: Class 24 contains 156606 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 11795 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708384.000000 Penalty: 99249.953125
Iteration 232Q: 29 clusters Score -1.947084e+08 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 93617 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 83119 members 
Mstep: Class 5 contains 79501 members 
Mstep: Class 6 contains 26719 members 
Mstep: Class 7 contains 159753 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 173652 members 
Mstep: Class 13 contains 67133 members 
Mstep: Class 14 contains 45097 members 
Mstep: Class 15 contains 7006 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 194396 members 
Mstep: Class 19 contains 173303 members 
Mstep: Class 20 contains 167127 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52664 members 
Mstep: Class 23 contains 80180 members 
Mstep: Class 24 contains 156376 members 
Mstep: Class 25 contains 10645 members 
Mstep: Class 26 contains 11763 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708416.000000 Penalty: 99249.953125
Iteration 233Q: 29 clusters Score -1.947084e+08 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 93611 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 83114 members 
Mstep: Class 5 contains 79379 members 
Mstep: Class 6 contains 26661 members 
Mstep: Class 7 contains 159647 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 173830 members 
Mstep: Class 13 contains 67122 members 
Mstep: Class 14 contains 45089 members 
Mstep: Class 15 contains 6959 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 193959 members 
Mstep: Class 19 contains 173614 members 
Mstep: Class 20 contains 167587 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52695 members 
Mstep: Class 23 contains 80184 members 
Mstep: Class 24 contains 156139 members 
Mstep: Class 25 contains 10649 members 
Mstep: Class 26 contains 11734 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709296.000000 Penalty: 99249.953125
Iteration 234Q: 29 clusters Score -1.947093e+08 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 93587 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 83131 members 
Mstep: Class 5 contains 79228 members 
Mstep: Class 6 contains 26582 members 
Mstep: Class 7 contains 159494 members 
Mstep: Class 8 contains 1114 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 174080 members 
Mstep: Class 13 contains 67095 members 
Mstep: Class 14 contains 45093 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 6859 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 193516 members 
Mstep: Class 19 contains 173958 members 
Mstep: Class 20 contains 168047 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52732 members 
Mstep: Class 23 contains 80191 members 
Mstep: Class 24 contains 155892 members 
Mstep: Class 25 contains 10658 members 
Mstep: Class 26 contains 11692 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709296.000000 Penalty: 99249.953125
Iteration 235Q: 29 clusters Score -1.947093e+08 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 93598 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 83204 members 
Mstep: Class 5 contains 79103 members 
Mstep: Class 6 contains 26499 members 
Mstep: Class 7 contains 159302 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 174328 members 
Mstep: Class 13 contains 67107 members 
Mstep: Class 14 contains 45095 members 
Mstep: Class 15 contains 6899 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 192956 members 
Mstep: Class 19 contains 174341 members 
Mstep: Class 20 contains 168509 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52794 members 
Mstep: Class 23 contains 80226 members 
Mstep: Class 24 contains 155553 members 
Mstep: Class 25 contains 10657 members 
Mstep: Class 26 contains 11657 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709760.000000 Penalty: 99249.953125
Iteration 236Q: 29 clusters Score -1.947098e+08 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93639 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 83287 members 
Mstep: Class 5 contains 79002 members 
Mstep: Class 6 contains 26453 members 
Mstep: Class 7 contains 159248 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 174575 members 
Mstep: Class 13 contains 67137 members 
Mstep: Class 14 contains 45135 members 
Mstep: Class 15 contains 6873 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 192248 members 
Mstep: Class 19 contains 174589 members 
Mstep: Class 20 contains 168909 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52844 members 
Mstep: Class 23 contains 80259 members 
Mstep: Class 24 contains 155265 members 
Mstep: Class 25 contains 10659 members 
Mstep: Class 26 contains 11617 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708832.000000 Penalty: 99249.953125
Iteration 237Q: 29 clusters Score -1.947088e+08 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 93675 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 83362 members 
Mstep: Class 5 contains 78898 members 
Mstep: Class 6 contains 26393 members 
Mstep: Class 7 contains 159235 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 174891 members 
Mstep: Class 13 contains 67137 members 
Mstep: Class 14 contains 45157 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 191508 members 
Mstep: Class 19 contains 174820 members 
Mstep: Class 20 contains 169314 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52895 members 
Mstep: Class 23 contains 80290 members 
Mstep: Class 24 contains 154989 members 
Mstep: Class 25 contains 10674 members 
Mstep: Class 26 contains 11574 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709408.000000 Penalty: 99249.953125
Iteration 238Q: 29 clusters Score -1.947094e+08 nChanged 9920
Entering ConstructFrom: 
Score: -194709408.000000 Penalty: 99249.953125
Entering ConstructFrom: 
Trying to split cluster 1 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -244466.062500 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -244466.1 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 1003 members 
Entering Unmasked Estep 
Score: -241802.234375 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -241802.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242229.687500 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -242229.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242372.859375 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -242372.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -242450.015625 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -242450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -242505.140625 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -242505.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -242536.968750 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -242537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -242555.609375 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -242555.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -242570.875000 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -242570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242578.921875 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -242578.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -242581.703125 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -242581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242585.734375 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -242585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -242588.859375 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -242588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242591.593750 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -242591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242594.484375 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -242594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -242595.062500 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -242595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242596.625000 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -242596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242600.265625 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -242600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -242602.046875 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -242602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242604.921875 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -242604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -242607.343750 Penalty: 3766.063721
	Iteration 19Q: 3 clusters Score -242607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242609.390625 Penalty: 3766.063721
	Iteration 20F: 3 clusters Score -242609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -242609.812500 Penalty: 3766.063721
	Iteration 21Q: 3 clusters Score -242609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -242610.156250 Penalty: 3766.063721
	Iteration 22Q: 3 clusters Score -242610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -242611.296875 Penalty: 3766.063721
	Iteration 23Q: 3 clusters Score -242611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242612.359375 Penalty: 3766.063721
	Iteration 24Q: 3 clusters Score -242612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242613.359375 Penalty: 3766.063721
	Iteration 25Q: 3 clusters Score -242613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -242613.359375 Penalty: 3766.063721
	Iteration 26F: 3 clusters Score -242613.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Entering Unmasked Estep 
Score: -11673885.000000 Penalty: 2839.123047
	Iteration 0F: 2 clusters Score -1.167388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -11611164.000000 Penalty: 5678.246094
	Iteration 0F: 3 clusters Score -1.161116e+07 nChanged 44171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -11636186.000000 Penalty: 5678.246094
	Iteration 1F: 3 clusters Score -1.163619e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -11636840.000000 Penalty: 5678.246094
	Iteration 2Q: 3 clusters Score -1.163684e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -11637687.000000 Penalty: 5678.246094
	Iteration 3Q: 3 clusters Score -1.163769e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -11638925.000000 Penalty: 5678.246094
	Iteration 4Q: 3 clusters Score -1.163892e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -11640926.000000 Penalty: 5678.246094
	Iteration 5Q: 3 clusters Score -1.164093e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -11644054.000000 Penalty: 5678.246094
	Iteration 6Q: 3 clusters Score -1.164405e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -11648129.000000 Penalty: 5678.246094
	Iteration 7F: 3 clusters Score -1.164813e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -11652891.000000 Penalty: 5678.246094
	Iteration 8F: 3 clusters Score -1.165289e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -11657477.000000 Penalty: 5678.246094
	Iteration 9F: 3 clusters Score -1.165748e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -11660838.000000 Penalty: 5678.246094
	Iteration 10Q: 3 clusters Score -1.166084e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -11662766.000000 Penalty: 5678.246094
	Iteration 11Q: 3 clusters Score -1.166277e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -11664251.000000 Penalty: 5678.246094
	Iteration 12Q: 3 clusters Score -1.166425e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -11665425.000000 Penalty: 5678.246094
	Iteration 13Q: 3 clusters Score -1.166542e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -11666330.000000 Penalty: 5678.246094
	Iteration 14Q: 3 clusters Score -1.166633e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -11667143.000000 Penalty: 5678.246094
	Iteration 15Q: 3 clusters Score -1.166714e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -11667830.000000 Penalty: 5678.246094
	Iteration 16Q: 3 clusters Score -1.166783e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -11668457.000000 Penalty: 5678.246094
	Iteration 17Q: 3 clusters Score -1.166846e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88465 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -11669126.000000 Penalty: 5678.246094
	Iteration 18Q: 3 clusters Score -1.166913e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -11669596.000000 Penalty: 5678.246094
	Iteration 19Q: 3 clusters Score -1.16696e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -11670025.000000 Penalty: 5678.246094
	Iteration 20F: 3 clusters Score -1.167002e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -11670365.000000 Penalty: 5678.246094
	Iteration 21Q: 3 clusters Score -1.167036e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -11670650.000000 Penalty: 5678.246094
	Iteration 22Q: 3 clusters Score -1.167065e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -11670867.000000 Penalty: 5678.246094
	Iteration 23Q: 3 clusters Score -1.167087e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11671002.000000 Penalty: 5678.246094
	Iteration 24Q: 3 clusters Score -1.1671e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11671115.000000 Penalty: 5678.246094
	Iteration 25Q: 3 clusters Score -1.167112e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11671178.000000 Penalty: 5678.246094
	Iteration 26Q: 3 clusters Score -1.167118e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11671257.000000 Penalty: 5678.246094
	Iteration 27Q: 3 clusters Score -1.167126e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11671321.000000 Penalty: 5678.246094
	Iteration 28Q: 3 clusters Score -1.167132e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11671342.000000 Penalty: 5678.246094
	Iteration 29Q: 3 clusters Score -1.167134e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -11671358.000000 Penalty: 5678.246094
	Iteration 30Q: 3 clusters Score -1.167136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -11671398.000000 Penalty: 5678.246094
	Iteration 31Q: 3 clusters Score -1.16714e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11671433.000000 Penalty: 5678.246094
	Iteration 32Q: 3 clusters Score -1.167143e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92816 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11671440.000000 Penalty: 5678.246094
	Iteration 33Q: 3 clusters Score -1.167144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11671461.000000 Penalty: 5678.246094
	Iteration 34Q: 3 clusters Score -1.167146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11671482.000000 Penalty: 5678.246094
	Iteration 35Q: 3 clusters Score -1.167148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11671484.000000 Penalty: 5678.246094
	Iteration 36Q: 3 clusters Score -1.167148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11671482.000000 Penalty: 5678.246094
	Iteration 37Q: 3 clusters Score -1.167148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11671497.000000 Penalty: 5678.246094
	Iteration 38Q: 3 clusters Score -1.16715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11671489.000000 Penalty: 5678.246094
	Iteration 39Q: 3 clusters Score -1.167149e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11671487.000000 Penalty: 5678.246094
	Iteration 40F: 3 clusters Score -1.167149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92918 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11671499.000000 Penalty: 5678.246094
	Iteration 41Q: 3 clusters Score -1.16715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11671506.000000 Penalty: 5678.246094
	Iteration 42Q: 3 clusters Score -1.167151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11671515.000000 Penalty: 5678.246094
	Iteration 43Q: 3 clusters Score -1.167152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11671516.000000 Penalty: 5678.246094
	Iteration 44Q: 3 clusters Score -1.167152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11671523.000000 Penalty: 5678.246094
	Iteration 45Q: 3 clusters Score -1.167152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11671524.000000 Penalty: 5678.246094
	Iteration 46Q: 3 clusters Score -1.167152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11671529.000000 Penalty: 5678.246094
	Iteration 47Q: 3 clusters Score -1.167153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11671530.000000 Penalty: 5678.246094
	Iteration 48Q: 3 clusters Score -1.167153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11671530.000000 Penalty: 5678.246094
	Iteration 49F: 3 clusters Score -1.167153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -693882.312500 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -693882.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -688761.125000 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -688761.1 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -690149.250000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -690149.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -690378.750000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -690378.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -690549.125000 Penalty: 4313.137695
	Iteration 3Q: 3 clusters Score -690549.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -690728.625000 Penalty: 4313.137695
	Iteration 4Q: 3 clusters Score -690728.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -690886.812500 Penalty: 4313.137695
	Iteration 5Q: 3 clusters Score -690886.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -691021.000000 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -691021 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -691129.250000 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -691129.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -691221.562500 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -691221.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -691306.062500 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -691306.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -691376.625000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -691376.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -691427.750000 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -691427.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -691476.375000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -691476.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -691524.500000 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -691524.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -691566.125000 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -691566.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -691606.937500 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -691606.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -691647.375000 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -691647.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -691679.500000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -691679.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -691710.187500 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -691710.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -691730.687500 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -691730.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -691747.562500 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -691747.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -691763.312500 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -691763.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -691775.812500 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -691775.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -691797.500000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -691797.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -691812.250000 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -691812.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -691824.812500 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -691824.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -691831.062500 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -691831.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -691837.250000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -691837.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -691845.750000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -691845.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -691852.187500 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -691852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -691857.375000 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -691857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -691860.312500 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -691860.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -691865.687500 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -691865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -691870.687500 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -691870.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -691874.750000 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -691874.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -691883.562500 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -691883.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -691889.687500 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -691889.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -691898.312500 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -691898.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -691905.375000 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -691905.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -691910.687500 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -691910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -691916.687500 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -691916.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -691922.500000 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -691922.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -691930.250000 Penalty: 4313.137695
	Iteration 42Q: 3 clusters Score -691930.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -691934.937500 Penalty: 4313.137695
	Iteration 43Q: 3 clusters Score -691934.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -691941.625000 Penalty: 4313.137695
	Iteration 44Q: 3 clusters Score -691941.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -691945.562500 Penalty: 4313.137695
	Iteration 45Q: 3 clusters Score -691945.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -691951.875000 Penalty: 4313.137695
	Iteration 46Q: 3 clusters Score -691951.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -691960.687500 Penalty: 4313.137695
	Iteration 47Q: 3 clusters Score -691960.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -691968.312500 Penalty: 4313.137695
	Iteration 48Q: 3 clusters Score -691968.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -691974.375000 Penalty: 4313.137695
	Iteration 49Q: 3 clusters Score -691974.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -691983.937500 Penalty: 4313.137695
	Iteration 50Q: 3 clusters Score -691983.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -691994.375000 Penalty: 4313.137695
	Iteration 51Q: 3 clusters Score -691994.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -692007.375000 Penalty: 4313.137695
	Iteration 52Q: 3 clusters Score -692007.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -692016.437500 Penalty: 4313.137695
	Iteration 53Q: 3 clusters Score -692016.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -692021.812500 Penalty: 4313.137695
	Iteration 54Q: 3 clusters Score -692021.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -692035.750000 Penalty: 4313.137695
	Iteration 55Q: 3 clusters Score -692035.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -692055.500000 Penalty: 4313.137695
	Iteration 56Q: 3 clusters Score -692055.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -692073.312500 Penalty: 4313.137695
	Iteration 57Q: 3 clusters Score -692073.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -692094.312500 Penalty: 4313.137695
	Iteration 58Q: 3 clusters Score -692094.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -692118.687500 Penalty: 4313.137695
	Iteration 59Q: 3 clusters Score -692118.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -692136.500000 Penalty: 4313.137695
	Iteration 60F: 3 clusters Score -692136.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -692152.062500 Penalty: 4313.137695
	Iteration 61Q: 3 clusters Score -692152.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -692161.312500 Penalty: 4313.137695
	Iteration 62Q: 3 clusters Score -692161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -692173.187500 Penalty: 4313.137695
	Iteration 63Q: 3 clusters Score -692173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -692182.625000 Penalty: 4313.137695
	Iteration 64Q: 3 clusters Score -692182.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -692194.375000 Penalty: 4313.137695
	Iteration 65Q: 3 clusters Score -692194.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -692202.625000 Penalty: 4313.137695
	Iteration 66Q: 3 clusters Score -692202.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -692209.437500 Penalty: 4313.137695
	Iteration 67Q: 3 clusters Score -692209.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -692215.812500 Penalty: 4313.137695
	Iteration 68Q: 3 clusters Score -692215.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -692225.187500 Penalty: 4313.137695
	Iteration 69Q: 3 clusters Score -692225.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -692238.437500 Penalty: 4313.137695
	Iteration 70Q: 3 clusters Score -692238.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -692248.812500 Penalty: 4313.137695
	Iteration 71Q: 3 clusters Score -692248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -692262.000000 Penalty: 4313.137695
	Iteration 72Q: 3 clusters Score -692262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -692279.187500 Penalty: 4313.137695
	Iteration 73Q: 3 clusters Score -692279.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -692291.937500 Penalty: 4313.137695
	Iteration 74Q: 3 clusters Score -692291.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -692302.875000 Penalty: 4313.137695
	Iteration 75Q: 3 clusters Score -692302.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -692312.750000 Penalty: 4313.137695
	Iteration 76Q: 3 clusters Score -692312.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -692324.187500 Penalty: 4313.137695
	Iteration 77Q: 3 clusters Score -692324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -692331.875000 Penalty: 4313.137695
	Iteration 78Q: 3 clusters Score -692331.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -692339.937500 Penalty: 4313.137695
	Iteration 79Q: 3 clusters Score -692339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -692343.312500 Penalty: 4313.137695
	Iteration 80F: 3 clusters Score -692343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -692345.250000 Penalty: 4313.137695
	Iteration 81Q: 3 clusters Score -692345.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -692348.625000 Penalty: 4313.137695
	Iteration 82Q: 3 clusters Score -692348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -692353.812500 Penalty: 4313.137695
	Iteration 83Q: 3 clusters Score -692353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -692357.437500 Penalty: 4313.137695
	Iteration 84Q: 3 clusters Score -692357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -692360.062500 Penalty: 4313.137695
	Iteration 85Q: 3 clusters Score -692360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -692360.187500 Penalty: 4313.137695
	Iteration 86Q: 3 clusters Score -692360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -692360.187500 Penalty: 4313.137695
	Iteration 87F: 3 clusters Score -692360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Entering Unmasked Estep 
Score: -10381622.000000 Penalty: 2810.342529
	Iteration 0F: 2 clusters Score -1.038162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -10325829.000000 Penalty: 5620.685059
	Iteration 0F: 3 clusters Score -1.032583e+07 nChanged 39104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -10347724.000000 Penalty: 5620.685059
	Iteration 1F: 3 clusters Score -1.034772e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -10348344.000000 Penalty: 5620.685059
	Iteration 2Q: 3 clusters Score -1.034834e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -10348902.000000 Penalty: 5620.685059
	Iteration 3Q: 3 clusters Score -1.03489e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -10349526.000000 Penalty: 5620.685059
	Iteration 4Q: 3 clusters Score -1.034953e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -10350174.000000 Penalty: 5620.685059
	Iteration 5Q: 3 clusters Score -1.035017e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -10351133.000000 Penalty: 5620.685059
	Iteration 6Q: 3 clusters Score -1.035113e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -10352535.000000 Penalty: 5620.685059
	Iteration 7Q: 3 clusters Score -1.035254e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -10354476.000000 Penalty: 5620.685059
	Iteration 8Q: 3 clusters Score -1.035448e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -10357237.000000 Penalty: 5620.685059
	Iteration 9F: 3 clusters Score -1.035724e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -10360722.000000 Penalty: 5620.685059
	Iteration 10F: 3 clusters Score -1.036072e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -10364330.000000 Penalty: 5620.685059
	Iteration 11F: 3 clusters Score -1.036433e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -10366915.000000 Penalty: 5620.685059
	Iteration 12F: 3 clusters Score -1.036692e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10368433.000000 Penalty: 5620.685059
	Iteration 13Q: 3 clusters Score -1.036843e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -10369134.000000 Penalty: 5620.685059
	Iteration 14Q: 3 clusters Score -1.036913e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -10369557.000000 Penalty: 5620.685059
	Iteration 15Q: 3 clusters Score -1.036956e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -10369818.000000 Penalty: 5620.685059
	Iteration 16Q: 3 clusters Score -1.036982e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -10370122.000000 Penalty: 5620.685059
	Iteration 17Q: 3 clusters Score -1.037012e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -10370345.000000 Penalty: 5620.685059
	Iteration 18Q: 3 clusters Score -1.037034e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 59856 members 
Entering Unmasked Estep 
Score: -10370510.000000 Penalty: 5620.685059
	Iteration 19Q: 3 clusters Score -1.037051e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -10370736.000000 Penalty: 5620.685059
	Iteration 20F: 3 clusters Score -1.037074e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -10371033.000000 Penalty: 5620.685059
	Iteration 21Q: 3 clusters Score -1.037103e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -10371301.000000 Penalty: 5620.685059
	Iteration 22Q: 3 clusters Score -1.03713e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -10371514.000000 Penalty: 5620.685059
	Iteration 23Q: 3 clusters Score -1.037151e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -10371745.000000 Penalty: 5620.685059
	Iteration 24Q: 3 clusters Score -1.037174e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -10372067.000000 Penalty: 5620.685059
	Iteration 25Q: 3 clusters Score -1.037207e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -10372347.000000 Penalty: 5620.685059
	Iteration 26Q: 3 clusters Score -1.037235e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -10372629.000000 Penalty: 5620.685059
	Iteration 27Q: 3 clusters Score -1.037263e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -10372992.000000 Penalty: 5620.685059
	Iteration 28Q: 3 clusters Score -1.037299e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 68764 members 
Entering Unmasked Estep 
Score: -10373343.000000 Penalty: 5620.685059
	Iteration 29Q: 3 clusters Score -1.037334e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -10373720.000000 Penalty: 5620.685059
	Iteration 30Q: 3 clusters Score -1.037372e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -10374179.000000 Penalty: 5620.685059
	Iteration 31Q: 3 clusters Score -1.037418e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -10374644.000000 Penalty: 5620.685059
	Iteration 32Q: 3 clusters Score -1.037464e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -10375081.000000 Penalty: 5620.685059
	Iteration 33Q: 3 clusters Score -1.037508e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -10375550.000000 Penalty: 5620.685059
	Iteration 34Q: 3 clusters Score -1.037555e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 75443 members 
Entering Unmasked Estep 
Score: -10375992.000000 Penalty: 5620.685059
	Iteration 35Q: 3 clusters Score -1.037599e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -10376470.000000 Penalty: 5620.685059
	Iteration 36Q: 3 clusters Score -1.037647e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -10376802.000000 Penalty: 5620.685059
	Iteration 37Q: 3 clusters Score -1.03768e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -10377286.000000 Penalty: 5620.685059
	Iteration 38Q: 3 clusters Score -1.037729e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -10377589.000000 Penalty: 5620.685059
	Iteration 39Q: 3 clusters Score -1.037759e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -10377904.000000 Penalty: 5620.685059
	Iteration 40F: 3 clusters Score -1.03779e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -10378170.000000 Penalty: 5620.685059
	Iteration 41Q: 3 clusters Score -1.037817e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -10378368.000000 Penalty: 5620.685059
	Iteration 42Q: 3 clusters Score -1.037837e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10378524.000000 Penalty: 5620.685059
	Iteration 43Q: 3 clusters Score -1.037852e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -10378641.000000 Penalty: 5620.685059
	Iteration 44Q: 3 clusters Score -1.037864e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -10378731.000000 Penalty: 5620.685059
	Iteration 45Q: 3 clusters Score -1.037873e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 81650 members 
Entering Unmasked Estep 
Score: -10378810.000000 Penalty: 5620.685059
	Iteration 46Q: 3 clusters Score -1.037881e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -10378905.000000 Penalty: 5620.685059
	Iteration 47Q: 3 clusters Score -1.03789e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 81914 members 
Entering Unmasked Estep 
Score: -10378966.000000 Penalty: 5620.685059
	Iteration 48Q: 3 clusters Score -1.037897e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -10379007.000000 Penalty: 5620.685059
	Iteration 49Q: 3 clusters Score -1.037901e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -10379073.000000 Penalty: 5620.685059
	Iteration 50Q: 3 clusters Score -1.037907e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -10379118.000000 Penalty: 5620.685059
	Iteration 51Q: 3 clusters Score -1.037912e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -10379128.000000 Penalty: 5620.685059
	Iteration 52Q: 3 clusters Score -1.037913e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -10379150.000000 Penalty: 5620.685059
	Iteration 53Q: 3 clusters Score -1.037915e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -10379163.000000 Penalty: 5620.685059
	Iteration 54Q: 3 clusters Score -1.037916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 82382 members 
Entering Unmasked Estep 
Score: -10379173.000000 Penalty: 5620.685059
	Iteration 55Q: 3 clusters Score -1.037917e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -10379211.000000 Penalty: 5620.685059
	Iteration 56Q: 3 clusters Score -1.037921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -10379224.000000 Penalty: 5620.685059
	Iteration 57Q: 3 clusters Score -1.037922e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -10379242.000000 Penalty: 5620.685059
	Iteration 58Q: 3 clusters Score -1.037924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -10379249.000000 Penalty: 5620.685059
	Iteration 59Q: 3 clusters Score -1.037925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -10379261.000000 Penalty: 5620.685059
	Iteration 60F: 3 clusters Score -1.037926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -10379257.000000 Penalty: 5620.685059
	Iteration 61Q: 3 clusters Score -1.037926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -10379259.000000 Penalty: 5620.685059
	Iteration 62Q: 3 clusters Score -1.037926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -10379267.000000 Penalty: 5620.685059
	Iteration 63Q: 3 clusters Score -1.037927e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -10379271.000000 Penalty: 5620.685059
	Iteration 64Q: 3 clusters Score -1.037927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 82524 members 
Entering Unmasked Estep 
Score: -10379270.000000 Penalty: 5620.685059
	Iteration 65Q: 3 clusters Score -1.037927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -10379281.000000 Penalty: 5620.685059
	Iteration 66Q: 3 clusters Score -1.037928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -10379280.000000 Penalty: 5620.685059
	Iteration 67Q: 3 clusters Score -1.037928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -10379268.000000 Penalty: 5620.685059
	Iteration 68Q: 3 clusters Score -1.037927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -10379266.000000 Penalty: 5620.685059
	Iteration 69Q: 3 clusters Score -1.037927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -10379286.000000 Penalty: 5620.685059
	Iteration 70Q: 3 clusters Score -1.037929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -10379287.000000 Penalty: 5620.685059
	Iteration 71Q: 3 clusters Score -1.037929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 82564 members 
Entering Unmasked Estep 
Score: -10379286.000000 Penalty: 5620.685059
	Iteration 72Q: 3 clusters Score -1.037929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -10379285.000000 Penalty: 5620.685059
	Iteration 73Q: 3 clusters Score -1.037928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 82578 members 
Entering Unmasked Estep 
Score: -10379293.000000 Penalty: 5620.685059
	Iteration 74Q: 3 clusters Score -1.037929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -10379305.000000 Penalty: 5620.685059
	Iteration 75Q: 3 clusters Score -1.03793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -10379313.000000 Penalty: 5620.685059
	Iteration 76Q: 3 clusters Score -1.037931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -10379303.000000 Penalty: 5620.685059
	Iteration 77Q: 3 clusters Score -1.03793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10379305.000000 Penalty: 5620.685059
	Iteration 78Q: 3 clusters Score -1.03793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -10379315.000000 Penalty: 5620.685059
	Iteration 79Q: 3 clusters Score -1.037932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -10379303.000000 Penalty: 5620.685059
	Iteration 80F: 3 clusters Score -1.03793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (78774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Entering Unmasked Estep 
Score: -9382311.000000 Penalty: 2796.035889
	Iteration 0F: 2 clusters Score -9382311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -9329439.000000 Penalty: 5592.071777
	Iteration 0F: 3 clusters Score -9329439 nChanged 37136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -9350513.000000 Penalty: 5592.071777
	Iteration 1F: 3 clusters Score -9350513 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -9351131.000000 Penalty: 5592.071777
	Iteration 2Q: 3 clusters Score -9351131 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -9351933.000000 Penalty: 5592.071777
	Iteration 3Q: 3 clusters Score -9351933 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -9352978.000000 Penalty: 5592.071777
	Iteration 4Q: 3 clusters Score -9352978 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -9354756.000000 Penalty: 5592.071777
	Iteration 5Q: 3 clusters Score -9354756 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -9357819.000000 Penalty: 5592.071777
	Iteration 6F: 3 clusters Score -9357819 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -9362872.000000 Penalty: 5592.071777
	Iteration 7F: 3 clusters Score -9362872 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -9369684.000000 Penalty: 5592.071777
	Iteration 8F: 3 clusters Score -9369684 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 74186 members 
Entering Unmasked Estep 
Score: -9375404.000000 Penalty: 5592.071777
	Iteration 9F: 3 clusters Score -9375404 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -9378464.000000 Penalty: 5592.071777
	Iteration 10Q: 3 clusters Score -9378464 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -9379406.000000 Penalty: 5592.071777
	Iteration 11Q: 3 clusters Score -9379406 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -9379670.000000 Penalty: 5592.071777
	Iteration 12Q: 3 clusters Score -9379670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -9379785.000000 Penalty: 5592.071777
	Iteration 13Q: 3 clusters Score -9379785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -9379815.000000 Penalty: 5592.071777
	Iteration 14Q: 3 clusters Score -9379815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9379844.000000 Penalty: 5592.071777
	Iteration 15Q: 3 clusters Score -9379844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -9379860.000000 Penalty: 5592.071777
	Iteration 16Q: 3 clusters Score -9379860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -9379874.000000 Penalty: 5592.071777
	Iteration 17Q: 3 clusters Score -9379874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -9379889.000000 Penalty: 5592.071777
	Iteration 18Q: 3 clusters Score -9379889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -9379880.000000 Penalty: 5592.071777
	Iteration 19Q: 3 clusters Score -9379880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -9379883.000000 Penalty: 5592.071777
	Iteration 20F: 3 clusters Score -9379883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -9379877.000000 Penalty: 5592.071777
	Iteration 21Q: 3 clusters Score -9379877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -9379876.000000 Penalty: 5592.071777
	Iteration 22Q: 3 clusters Score -9379876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -9379888.000000 Penalty: 5592.071777
	Iteration 23Q: 3 clusters Score -9379888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -9379892.000000 Penalty: 5592.071777
	Iteration 24Q: 3 clusters Score -9379892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9379895.000000 Penalty: 5592.071777
	Iteration 25Q: 3 clusters Score -9379895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9379890.000000 Penalty: 5592.071777
	Iteration 26Q: 3 clusters Score -9379890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9379899.000000 Penalty: 5592.071777
	Iteration 27Q: 3 clusters Score -9379899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9379896.000000 Penalty: 5592.071777
	Iteration 28Q: 3 clusters Score -9379896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9379900.000000 Penalty: 5592.071777
	Iteration 29Q: 3 clusters Score -9379900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9379898.000000 Penalty: 5592.071777
	Iteration 30Q: 3 clusters Score -9379898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9379905.000000 Penalty: 5592.071777
	Iteration 31Q: 3 clusters Score -9379905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9379908.000000 Penalty: 5592.071777
	Iteration 32Q: 3 clusters Score -9379908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9379908.000000 Penalty: 5592.071777
	Iteration 33F: 3 clusters Score -9379908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Entering Unmasked Estep 
Score: -3169388.750000 Penalty: 2523.947998
	Iteration 0F: 2 clusters Score -3169389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3151178.500000 Penalty: 5047.895996
	Iteration 0F: 3 clusters Score -3151178 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3157547.000000 Penalty: 5047.895996
	Iteration 1F: 3 clusters Score -3157547 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3158012.250000 Penalty: 5047.895996
	Iteration 2Q: 3 clusters Score -3158012 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3158439.250000 Penalty: 5047.895996
	Iteration 3Q: 3 clusters Score -3158439 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3158846.500000 Penalty: 5047.895996
	Iteration 4Q: 3 clusters Score -3158846 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3159237.000000 Penalty: 5047.895996
	Iteration 5Q: 3 clusters Score -3159237 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3159577.750000 Penalty: 5047.895996
	Iteration 6Q: 3 clusters Score -3159578 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3159987.000000 Penalty: 5047.895996
	Iteration 7Q: 3 clusters Score -3159987 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3160377.250000 Penalty: 5047.895996
	Iteration 8Q: 3 clusters Score -3160377 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3160886.500000 Penalty: 5047.895996
	Iteration 9Q: 3 clusters Score -3160886 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3161497.250000 Penalty: 5047.895996
	Iteration 10Q: 3 clusters Score -3161497 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3162170.500000 Penalty: 5047.895996
	Iteration 11Q: 3 clusters Score -3162170 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3162896.750000 Penalty: 5047.895996
	Iteration 12Q: 3 clusters Score -3162897 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3163470.500000 Penalty: 5047.895996
	Iteration 13Q: 3 clusters Score -3163470 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3163853.500000 Penalty: 5047.895996
	Iteration 14Q: 3 clusters Score -3163854 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3164129.250000 Penalty: 5047.895996
	Iteration 15Q: 3 clusters Score -3164129 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3164303.000000 Penalty: 5047.895996
	Iteration 16Q: 3 clusters Score -3164303 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -3164441.500000 Penalty: 5047.895996
	Iteration 17Q: 3 clusters Score -3164442 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3164548.250000 Penalty: 5047.895996
	Iteration 18Q: 3 clusters Score -3164548 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3164660.750000 Penalty: 5047.895996
	Iteration 19Q: 3 clusters Score -3164661 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3164739.500000 Penalty: 5047.895996
	Iteration 20F: 3 clusters Score -3164740 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3164815.250000 Penalty: 5047.895996
	Iteration 21Q: 3 clusters Score -3164815 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3164874.500000 Penalty: 5047.895996
	Iteration 22Q: 3 clusters Score -3164874 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3164936.250000 Penalty: 5047.895996
	Iteration 23Q: 3 clusters Score -3164936 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3165015.500000 Penalty: 5047.895996
	Iteration 24Q: 3 clusters Score -3165016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3165064.000000 Penalty: 5047.895996
	Iteration 25Q: 3 clusters Score -3165064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3165128.500000 Penalty: 5047.895996
	Iteration 26Q: 3 clusters Score -3165128 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3165172.750000 Penalty: 5047.895996
	Iteration 27Q: 3 clusters Score -3165173 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3165231.000000 Penalty: 5047.895996
	Iteration 28Q: 3 clusters Score -3165231 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3165294.000000 Penalty: 5047.895996
	Iteration 29Q: 3 clusters Score -3165294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -3165348.500000 Penalty: 5047.895996
	Iteration 30Q: 3 clusters Score -3165348 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3165420.750000 Penalty: 5047.895996
	Iteration 31Q: 3 clusters Score -3165421 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3165487.250000 Penalty: 5047.895996
	Iteration 32Q: 3 clusters Score -3165487 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3165564.250000 Penalty: 5047.895996
	Iteration 33Q: 3 clusters Score -3165564 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3165665.000000 Penalty: 5047.895996
	Iteration 34Q: 3 clusters Score -3165665 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3165745.000000 Penalty: 5047.895996
	Iteration 35Q: 3 clusters Score -3165745 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3165798.250000 Penalty: 5047.895996
	Iteration 36Q: 3 clusters Score -3165798 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3165859.000000 Penalty: 5047.895996
	Iteration 37Q: 3 clusters Score -3165859 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3165917.750000 Penalty: 5047.895996
	Iteration 38Q: 3 clusters Score -3165918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3165966.000000 Penalty: 5047.895996
	Iteration 39Q: 3 clusters Score -3165966 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3166005.000000 Penalty: 5047.895996
	Iteration 40F: 3 clusters Score -3166005 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3166053.500000 Penalty: 5047.895996
	Iteration 41Q: 3 clusters Score -3166054 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3166101.250000 Penalty: 5047.895996
	Iteration 42Q: 3 clusters Score -3166101 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3166161.750000 Penalty: 5047.895996
	Iteration 43Q: 3 clusters Score -3166162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3166221.500000 Penalty: 5047.895996
	Iteration 44Q: 3 clusters Score -3166222 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3166285.500000 Penalty: 5047.895996
	Iteration 45Q: 3 clusters Score -3166286 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3166355.750000 Penalty: 5047.895996
	Iteration 46Q: 3 clusters Score -3166356 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3166398.750000 Penalty: 5047.895996
	Iteration 47Q: 3 clusters Score -3166399 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3166445.000000 Penalty: 5047.895996
	Iteration 48Q: 3 clusters Score -3166445 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3166488.250000 Penalty: 5047.895996
	Iteration 49Q: 3 clusters Score -3166488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3166535.500000 Penalty: 5047.895996
	Iteration 50Q: 3 clusters Score -3166536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3166568.000000 Penalty: 5047.895996
	Iteration 51Q: 3 clusters Score -3166568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3166612.000000 Penalty: 5047.895996
	Iteration 52Q: 3 clusters Score -3166612 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3166644.250000 Penalty: 5047.895996
	Iteration 53Q: 3 clusters Score -3166644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3166676.500000 Penalty: 5047.895996
	Iteration 54Q: 3 clusters Score -3166676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3166710.250000 Penalty: 5047.895996
	Iteration 55Q: 3 clusters Score -3166710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3166726.250000 Penalty: 5047.895996
	Iteration 56Q: 3 clusters Score -3166726 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3166763.000000 Penalty: 5047.895996
	Iteration 57Q: 3 clusters Score -3166763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3166780.000000 Penalty: 5047.895996
	Iteration 58Q: 3 clusters Score -3166780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3166801.000000 Penalty: 5047.895996
	Iteration 59Q: 3 clusters Score -3166801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3166814.000000 Penalty: 5047.895996
	Iteration 60F: 3 clusters Score -3166814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3166839.000000 Penalty: 5047.895996
	Iteration 61Q: 3 clusters Score -3166839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3166852.250000 Penalty: 5047.895996
	Iteration 62Q: 3 clusters Score -3166852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3166875.750000 Penalty: 5047.895996
	Iteration 63Q: 3 clusters Score -3166876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3166895.250000 Penalty: 5047.895996
	Iteration 64Q: 3 clusters Score -3166895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3166903.250000 Penalty: 5047.895996
	Iteration 65Q: 3 clusters Score -3166903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3166911.500000 Penalty: 5047.895996
	Iteration 66Q: 3 clusters Score -3166912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3166928.250000 Penalty: 5047.895996
	Iteration 67Q: 3 clusters Score -3166928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3166938.500000 Penalty: 5047.895996
	Iteration 68Q: 3 clusters Score -3166938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3166943.500000 Penalty: 5047.895996
	Iteration 69Q: 3 clusters Score -3166944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3166953.500000 Penalty: 5047.895996
	Iteration 70Q: 3 clusters Score -3166954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3166958.250000 Penalty: 5047.895996
	Iteration 71Q: 3 clusters Score -3166958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3166963.750000 Penalty: 5047.895996
	Iteration 72Q: 3 clusters Score -3166964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3166964.250000 Penalty: 5047.895996
	Iteration 73Q: 3 clusters Score -3166964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3166976.250000 Penalty: 5047.895996
	Iteration 74Q: 3 clusters Score -3166976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3166982.250000 Penalty: 5047.895996
	Iteration 75Q: 3 clusters Score -3166982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3166990.250000 Penalty: 5047.895996
	Iteration 76Q: 3 clusters Score -3166990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3166995.500000 Penalty: 5047.895996
	Iteration 77Q: 3 clusters Score -3166996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3167003.250000 Penalty: 5047.895996
	Iteration 78Q: 3 clusters Score -3167003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3167008.250000 Penalty: 5047.895996
	Iteration 79Q: 3 clusters Score -3167008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3167011.500000 Penalty: 5047.895996
	Iteration 80F: 3 clusters Score -3167012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3167014.250000 Penalty: 5047.895996
	Iteration 81Q: 3 clusters Score -3167014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3167019.250000 Penalty: 5047.895996
	Iteration 82Q: 3 clusters Score -3167019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3167025.250000 Penalty: 5047.895996
	Iteration 83Q: 3 clusters Score -3167025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3167028.000000 Penalty: 5047.895996
	Iteration 84Q: 3 clusters Score -3167028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3167038.000000 Penalty: 5047.895996
	Iteration 85Q: 3 clusters Score -3167038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3167046.500000 Penalty: 5047.895996
	Iteration 86Q: 3 clusters Score -3167046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3167064.500000 Penalty: 5047.895996
	Iteration 87Q: 3 clusters Score -3167064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3167077.250000 Penalty: 5047.895996
	Iteration 88Q: 3 clusters Score -3167077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3167090.000000 Penalty: 5047.895996
	Iteration 89Q: 3 clusters Score -3167090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3167096.250000 Penalty: 5047.895996
	Iteration 90Q: 3 clusters Score -3167096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3167099.000000 Penalty: 5047.895996
	Iteration 91Q: 3 clusters Score -3167099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3167105.250000 Penalty: 5047.895996
	Iteration 92Q: 3 clusters Score -3167105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3167107.750000 Penalty: 5047.895996
	Iteration 93Q: 3 clusters Score -3167108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3167112.250000 Penalty: 5047.895996
	Iteration 94Q: 3 clusters Score -3167112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3167116.250000 Penalty: 5047.895996
	Iteration 95Q: 3 clusters Score -3167116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3167116.750000 Penalty: 5047.895996
	Iteration 96Q: 3 clusters Score -3167117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3167116.000000 Penalty: 5047.895996
	Iteration 97Q: 3 clusters Score -3167116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3167117.500000 Penalty: 5047.895996
	Iteration 98Q: 3 clusters Score -3167118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3167117.750000 Penalty: 5047.895996
	Iteration 99Q: 3 clusters Score -3167118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3167121.500000 Penalty: 5047.895996
	Iteration 100F: 3 clusters Score -3167122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3167126.500000 Penalty: 5047.895996
	Iteration 101Q: 3 clusters Score -3167126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3167126.750000 Penalty: 5047.895996
	Iteration 102Q: 3 clusters Score -3167127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3167132.000000 Penalty: 5047.895996
	Iteration 103Q: 3 clusters Score -3167132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3167137.000000 Penalty: 5047.895996
	Iteration 104Q: 3 clusters Score -3167137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3167136.500000 Penalty: 5047.895996
	Iteration 105Q: 3 clusters Score -3167136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3167147.750000 Penalty: 5047.895996
	Iteration 106Q: 3 clusters Score -3167148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3167152.500000 Penalty: 5047.895996
	Iteration 107Q: 3 clusters Score -3167152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3167154.500000 Penalty: 5047.895996
	Iteration 108Q: 3 clusters Score -3167154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3167152.750000 Penalty: 5047.895996
	Iteration 109Q: 3 clusters Score -3167153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3167158.000000 Penalty: 5047.895996
	Iteration 110Q: 3 clusters Score -3167158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3167156.250000 Penalty: 5047.895996
	Iteration 111Q: 3 clusters Score -3167156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3167156.500000 Penalty: 5047.895996
	Iteration 112Q: 3 clusters Score -3167156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3167159.000000 Penalty: 5047.895996
	Iteration 113Q: 3 clusters Score -3167159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3167161.750000 Penalty: 5047.895996
	Iteration 114Q: 3 clusters Score -3167162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3167162.750000 Penalty: 5047.895996
	Iteration 115Q: 3 clusters Score -3167163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3167162.750000 Penalty: 5047.895996
	Iteration 116F: 3 clusters Score -3167163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159273 members 
Entering Unmasked Estep 
Score: -19789826.000000 Penalty: 2970.637207
	Iteration 0F: 2 clusters Score -1.978983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -19684236.000000 Penalty: 5941.274414
	Iteration 0F: 3 clusters Score -1.968424e+07 nChanged 76148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -19729420.000000 Penalty: 5941.274414
	Iteration 1F: 3 clusters Score -1.972942e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92316 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -19731644.000000 Penalty: 5941.274414
	Iteration 2Q: 3 clusters Score -1.973164e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -19735722.000000 Penalty: 5941.274414
	Iteration 3F: 3 clusters Score -1.973572e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -19742730.000000 Penalty: 5941.274414
	Iteration 4F: 3 clusters Score -1.974273e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122908 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -19753992.000000 Penalty: 5941.274414
	Iteration 5F: 3 clusters Score -1.975399e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136430 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -19767156.000000 Penalty: 5941.274414
	Iteration 6F: 3 clusters Score -1.976716e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146915 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -19777742.000000 Penalty: 5941.274414
	Iteration 7F: 3 clusters Score -1.977774e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153301 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -19783784.000000 Penalty: 5941.274414
	Iteration 8Q: 3 clusters Score -1.978378e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156379 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -19785902.000000 Penalty: 5941.274414
	Iteration 9Q: 3 clusters Score -1.97859e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157643 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -19786846.000000 Penalty: 5941.274414
	Iteration 10Q: 3 clusters Score -1.978685e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158103 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19787172.000000 Penalty: 5941.274414
	Iteration 11Q: 3 clusters Score -1.978717e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158284 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19787386.000000 Penalty: 5941.274414
	Iteration 12Q: 3 clusters Score -1.978739e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19787504.000000 Penalty: 5941.274414
	Iteration 13Q: 3 clusters Score -1.97875e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19787570.000000 Penalty: 5941.274414
	Iteration 14Q: 3 clusters Score -1.978757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158408 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -19787630.000000 Penalty: 5941.274414
	Iteration 15Q: 3 clusters Score -1.978763e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -19787670.000000 Penalty: 5941.274414
	Iteration 16Q: 3 clusters Score -1.978767e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158428 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -19787730.000000 Penalty: 5941.274414
	Iteration 17Q: 3 clusters Score -1.978773e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19787766.000000 Penalty: 5941.274414
	Iteration 18Q: 3 clusters Score -1.978777e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -19787790.000000 Penalty: 5941.274414
	Iteration 19Q: 3 clusters Score -1.978779e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -19787814.000000 Penalty: 5941.274414
	Iteration 20F: 3 clusters Score -1.978781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19787836.000000 Penalty: 5941.274414
	Iteration 21Q: 3 clusters Score -1.978784e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19787868.000000 Penalty: 5941.274414
	Iteration 22Q: 3 clusters Score -1.978787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19787862.000000 Penalty: 5941.274414
	Iteration 23Q: 3 clusters Score -1.978786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -19787866.000000 Penalty: 5941.274414
	Iteration 24Q: 3 clusters Score -1.978787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -19787888.000000 Penalty: 5941.274414
	Iteration 25Q: 3 clusters Score -1.978789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19787900.000000 Penalty: 5941.274414
	Iteration 26Q: 3 clusters Score -1.97879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158390 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19787904.000000 Penalty: 5941.274414
	Iteration 27Q: 3 clusters Score -1.97879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19787892.000000 Penalty: 5941.274414
	Iteration 28Q: 3 clusters Score -1.978789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -19787898.000000 Penalty: 5941.274414
	Iteration 29Q: 3 clusters Score -1.97879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19787896.000000 Penalty: 5941.274414
	Iteration 30Q: 3 clusters Score -1.97879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19787888.000000 Penalty: 5941.274414
	Iteration 31Q: 3 clusters Score -1.978789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19787884.000000 Penalty: 5941.274414
	Iteration 32Q: 3 clusters Score -1.978788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19787882.000000 Penalty: 5941.274414
	Iteration 33Q: 3 clusters Score -1.978788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158363 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19787878.000000 Penalty: 5941.274414
	Iteration 34Q: 3 clusters Score -1.978788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19787890.000000 Penalty: 5941.274414
	Iteration 35Q: 3 clusters Score -1.978789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19787906.000000 Penalty: 5941.274414
	Iteration 36Q: 3 clusters Score -1.978791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19787904.000000 Penalty: 5941.274414
	Iteration 37Q: 3 clusters Score -1.97879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19787912.000000 Penalty: 5941.274414
	Iteration 38Q: 3 clusters Score -1.978791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158374 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19787920.000000 Penalty: 5941.274414
	Iteration 39Q: 3 clusters Score -1.978792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158382 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -19787934.000000 Penalty: 5941.274414
	Iteration 40F: 3 clusters Score -1.978793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158385 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19787942.000000 Penalty: 5941.274414
	Iteration 41Q: 3 clusters Score -1.978794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19787950.000000 Penalty: 5941.274414
	Iteration 42Q: 3 clusters Score -1.978795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19787968.000000 Penalty: 5941.274414
	Iteration 43Q: 3 clusters Score -1.978797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158378 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19787954.000000 Penalty: 5941.274414
	Iteration 44Q: 3 clusters Score -1.978795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19787956.000000 Penalty: 5941.274414
	Iteration 45Q: 3 clusters Score -1.978796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19787946.000000 Penalty: 5941.274414
	Iteration 46Q: 3 clusters Score -1.978795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19787948.000000 Penalty: 5941.274414
	Iteration 47Q: 3 clusters Score -1.978795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158368 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19787940.000000 Penalty: 5941.274414
	Iteration 48Q: 3 clusters Score -1.978794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19787966.000000 Penalty: 5941.274414
	Iteration 49Q: 3 clusters Score -1.978797e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19787982.000000 Penalty: 5941.274414
	Iteration 50Q: 3 clusters Score -1.978798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19787996.000000 Penalty: 5941.274414
	Iteration 51Q: 3 clusters Score -1.9788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158369 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19787992.000000 Penalty: 5941.274414
	Iteration 52Q: 3 clusters Score -1.978799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19787998.000000 Penalty: 5941.274414
	Iteration 53Q: 3 clusters Score -1.9788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19788012.000000 Penalty: 5941.274414
	Iteration 54Q: 3 clusters Score -1.978801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -19788002.000000 Penalty: 5941.274414
	Iteration 55Q: 3 clusters Score -1.9788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158358 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19788004.000000 Penalty: 5941.274414
	Iteration 56Q: 3 clusters Score -1.9788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158356 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19788010.000000 Penalty: 5941.274414
	Iteration 57Q: 3 clusters Score -1.978801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158354 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -19788026.000000 Penalty: 5941.274414
	Iteration 58Q: 3 clusters Score -1.978803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158351 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19788018.000000 Penalty: 5941.274414
	Iteration 59Q: 3 clusters Score -1.978802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19788022.000000 Penalty: 5941.274414
	Iteration 60F: 3 clusters Score -1.978802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19788024.000000 Penalty: 5941.274414
	Iteration 61Q: 3 clusters Score -1.978802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158343 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -19788032.000000 Penalty: 5941.274414
	Iteration 62Q: 3 clusters Score -1.978803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19788028.000000 Penalty: 5941.274414
	Iteration 63Q: 3 clusters Score -1.978803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19788022.000000 Penalty: 5941.274414
	Iteration 64Q: 3 clusters Score -1.978802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158336 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -19788034.000000 Penalty: 5941.274414
	Iteration 65Q: 3 clusters Score -1.978803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19788038.000000 Penalty: 5941.274414
	Iteration 66Q: 3 clusters Score -1.978804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19788030.000000 Penalty: 5941.274414
	Iteration 67Q: 3 clusters Score -1.978803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158334 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -19788032.000000 Penalty: 5941.274414
	Iteration 68Q: 3 clusters Score -1.978803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158333 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19788042.000000 Penalty: 5941.274414
	Iteration 69Q: 3 clusters Score -1.978804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19788050.000000 Penalty: 5941.274414
	Iteration 70Q: 3 clusters Score -1.978805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19788074.000000 Penalty: 5941.274414
	Iteration 71Q: 3 clusters Score -1.978807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19788078.000000 Penalty: 5941.274414
	Iteration 72Q: 3 clusters Score -1.978808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19788072.000000 Penalty: 5941.274414
	Iteration 73Q: 3 clusters Score -1.978807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19788064.000000 Penalty: 5941.274414
	Iteration 74Q: 3 clusters Score -1.978806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -19788064.000000 Penalty: 5941.274414
	Iteration 75Q: 3 clusters Score -1.978806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19788070.000000 Penalty: 5941.274414
	Iteration 76Q: 3 clusters Score -1.978807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158280 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19788082.000000 Penalty: 5941.274414
	Iteration 77Q: 3 clusters Score -1.978808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19788068.000000 Penalty: 5941.274414
	Iteration 78Q: 3 clusters Score -1.978807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158267 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19788110.000000 Penalty: 5941.274414
	Iteration 79Q: 3 clusters Score -1.978811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19788106.000000 Penalty: 5941.274414
	Iteration 80F: 3 clusters Score -1.978811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158266 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -19788120.000000 Penalty: 5941.274414
	Iteration 81Q: 3 clusters Score -1.978812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158265 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19788140.000000 Penalty: 5941.274414
	Iteration 82Q: 3 clusters Score -1.978814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19788140.000000 Penalty: 5941.274414
	Iteration 83Q: 3 clusters Score -1.978814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19788152.000000 Penalty: 5941.274414
	Iteration 84Q: 3 clusters Score -1.978815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19788134.000000 Penalty: 5941.274414
	Iteration 85Q: 3 clusters Score -1.978813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19788138.000000 Penalty: 5941.274414
	Iteration 86Q: 3 clusters Score -1.978814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19788140.000000 Penalty: 5941.274414
	Iteration 87Q: 3 clusters Score -1.978814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158248 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19788144.000000 Penalty: 5941.274414
	Iteration 88Q: 3 clusters Score -1.978814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158248 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19788144.000000 Penalty: 5941.274414
	Iteration 89F: 3 clusters Score -1.978814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -116493.625000 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -116493.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114539.179688 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -114539.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114938.593750 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -114938.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115135.164062 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -115135.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -115308.554688 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -115308.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115460.500000 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -115460.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -115565.750000 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -115565.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -115686.812500 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -115686.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115775.375000 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -115775.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -115862.015625 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -115862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -115892.054688 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -115892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115902.898438 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -115902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -115926.734375 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -115926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115963.109375 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -115963.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -115996.390625 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -115996.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116021.414062 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -116021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116039.914062 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -116039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -116052.750000 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -116052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116062.085938 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -116062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116105.554688 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -116105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -116115.750000 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -116115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116127.148438 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -116127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -116141.328125 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -116141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116141.992188 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -116142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116143.375000 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -116143.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116143.375000 Penalty: 3480.683105
	Iteration 24F: 3 clusters Score -116143.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -62659.839844 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62659.84 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62865.042969 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -62865.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62955.613281 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -62955.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63033.988281 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -63033.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63103.804688 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -63103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63144.679688 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63144.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63226.214844 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -63226.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63346.980469 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63346.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63459.933594 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -63459.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63549.222656 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -63549.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63632.812500 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -63632.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63730.441406 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -63730.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64033.273438 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -64033.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64343.953125 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -64343.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64496.410156 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -64496.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -64628.496094 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -64628.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -64673.851562 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -64673.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64692.949219 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -64692.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -64703.593750 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -64703.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64705.828125 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -64705.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -64708.738281 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -64708.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64728.937500 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -64728.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64734.625000 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -64734.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64734.625000 Penalty: 3192.330566
	Iteration 23F: 3 clusters Score -64734.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 93721 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 83452 members 
Mstep: Class 5 contains 78774 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 159273 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 428 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 175254 members 
Mstep: Class 13 contains 67158 members 
Mstep: Class 14 contains 45205 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 190623 members 
Mstep: Class 19 contains 175099 members 
Mstep: Class 20 contains 169709 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52952 members 
Mstep: Class 23 contains 80339 members 
Mstep: Class 24 contains 154650 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 11528 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 196 members 
Entering Unmasked Estep 
Score: -194707456.000000 Penalty: 102794.593750
Splitting cluster 9 changes total score from -194709408.000000 to -194707456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -313722.781250 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -313722.8 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 1253 members 
Entering Unmasked Estep 
Score: -310736.406250 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -310736.4 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -311315.687500 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -311315.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -311449.093750 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -311449.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -311532.312500 Penalty: 3890.743408
	Iteration 3Q: 3 clusters Score -311532.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -311584.625000 Penalty: 3890.743408
	Iteration 4Q: 3 clusters Score -311584.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -311624.656250 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -311624.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -311649.406250 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -311649.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -311674.531250 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -311674.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311697.125000 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -311697.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -311718.375000 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -311718.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311735.343750 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -311735.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311748.593750 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -311748.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311757.562500 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -311757.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -311765.718750 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -311765.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -311774.156250 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -311774.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311781.812500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -311781.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -311789.093750 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -311789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311795.093750 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -311795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -311800.687500 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -311800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -311807.500000 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -311807.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -311812.125000 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -311812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -311814.750000 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -311814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311816.562500 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -311816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -311819.062500 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -311819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -311819.781250 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -311819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311820.875000 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -311820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -311821.593750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -311821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -311822.875000 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -311822.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -311823.093750 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -311823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -311823.093750 Penalty: 3890.743408
	Iteration 29F: 3 clusters Score -311823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -103894.632812 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -103894.6 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 465 members 
Entering Unmasked Estep 
Score: -101982.859375 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -101982.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102245.960938 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -102246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102359.875000 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -102359.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102430.937500 Penalty: 3381.644043
	Iteration 3F: 3 clusters Score -102430.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102491.000000 Penalty: 3381.644043
	Iteration 4Q: 3 clusters Score -102491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -102523.125000 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -102523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102543.484375 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -102543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -102560.109375 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -102560.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102584.656250 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -102584.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102633.773438 Penalty: 3381.644043
	Iteration 9Q: 3 clusters Score -102633.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102703.085938 Penalty: 3381.644043
	Iteration 10Q: 3 clusters Score -102703.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102770.812500 Penalty: 3381.644043
	Iteration 11Q: 3 clusters Score -102770.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102810.312500 Penalty: 3381.644043
	Iteration 12Q: 3 clusters Score -102810.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102844.546875 Penalty: 3381.644043
	Iteration 13Q: 3 clusters Score -102844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -102870.367188 Penalty: 3381.644043
	Iteration 14Q: 3 clusters Score -102870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102889.796875 Penalty: 3381.644043
	Iteration 15Q: 3 clusters Score -102889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -102904.484375 Penalty: 3381.644043
	Iteration 16Q: 3 clusters Score -102904.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -102915.757812 Penalty: 3381.644043
	Iteration 17Q: 3 clusters Score -102915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102927.679688 Penalty: 3381.644043
	Iteration 18Q: 3 clusters Score -102927.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102937.328125 Penalty: 3381.644043
	Iteration 19Q: 3 clusters Score -102937.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102949.562500 Penalty: 3381.644043
	Iteration 20F: 3 clusters Score -102949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102966.890625 Penalty: 3381.644043
	Iteration 21Q: 3 clusters Score -102966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -102969.890625 Penalty: 3381.644043
	Iteration 22Q: 3 clusters Score -102969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -102972.710938 Penalty: 3381.644043
	Iteration 23Q: 3 clusters Score -102972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -102975.265625 Penalty: 3381.644043
	Iteration 24Q: 3 clusters Score -102975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102978.546875 Penalty: 3381.644043
	Iteration 25Q: 3 clusters Score -102978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102981.539062 Penalty: 3381.644043
	Iteration 26Q: 3 clusters Score -102981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -102984.890625 Penalty: 3381.644043
	Iteration 27Q: 3 clusters Score -102984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102992.976562 Penalty: 3381.644043
	Iteration 28Q: 3 clusters Score -102993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102994.617188 Penalty: 3381.644043
	Iteration 29Q: 3 clusters Score -102994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102994.617188 Penalty: 3381.644043
	Iteration 30F: 3 clusters Score -102994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Entering Unmasked Estep 
Score: -21586788.000000 Penalty: 2994.349854
	Iteration 0F: 2 clusters Score -2.158679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -21472214.000000 Penalty: 5988.699707
	Iteration 0F: 3 clusters Score -2.147221e+07 nChanged 84173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89600 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -21521628.000000 Penalty: 5988.699707
	Iteration 1F: 3 clusters Score -2.152163e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91293 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -21523656.000000 Penalty: 5988.699707
	Iteration 2Q: 3 clusters Score -2.152366e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -21526892.000000 Penalty: 5988.699707
	Iteration 3Q: 3 clusters Score -2.152689e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -21531816.000000 Penalty: 5988.699707
	Iteration 4F: 3 clusters Score -2.153182e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103629 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -21539304.000000 Penalty: 5988.699707
	Iteration 5F: 3 clusters Score -2.15393e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110337 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -21549162.000000 Penalty: 5988.699707
	Iteration 6F: 3 clusters Score -2.154916e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117019 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -21560242.000000 Penalty: 5988.699707
	Iteration 7F: 3 clusters Score -2.156024e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -21570586.000000 Penalty: 5988.699707
	Iteration 8F: 3 clusters Score -2.157059e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125336 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -21576650.000000 Penalty: 5988.699707
	Iteration 9Q: 3 clusters Score -2.157665e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127487 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -21579136.000000 Penalty: 5988.699707
	Iteration 10Q: 3 clusters Score -2.157914e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -21580404.000000 Penalty: 5988.699707
	Iteration 11Q: 3 clusters Score -2.15804e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -21581068.000000 Penalty: 5988.699707
	Iteration 12Q: 3 clusters Score -2.158107e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -21581608.000000 Penalty: 5988.699707
	Iteration 13Q: 3 clusters Score -2.158161e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133308 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -21581948.000000 Penalty: 5988.699707
	Iteration 14Q: 3 clusters Score -2.158195e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134471 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -21582252.000000 Penalty: 5988.699707
	Iteration 15Q: 3 clusters Score -2.158225e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135572 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -21582638.000000 Penalty: 5988.699707
	Iteration 16Q: 3 clusters Score -2.158264e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -21582954.000000 Penalty: 5988.699707
	Iteration 17Q: 3 clusters Score -2.158295e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -21583132.000000 Penalty: 5988.699707
	Iteration 18Q: 3 clusters Score -2.158313e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138527 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -21583204.000000 Penalty: 5988.699707
	Iteration 19Q: 3 clusters Score -2.15832e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139469 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -21583476.000000 Penalty: 5988.699707
	Iteration 20F: 3 clusters Score -2.158348e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140419 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -21583636.000000 Penalty: 5988.699707
	Iteration 21Q: 3 clusters Score -2.158364e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141358 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -21583708.000000 Penalty: 5988.699707
	Iteration 22Q: 3 clusters Score -2.158371e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142282 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -21583842.000000 Penalty: 5988.699707
	Iteration 23Q: 3 clusters Score -2.158384e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143184 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -21583998.000000 Penalty: 5988.699707
	Iteration 24Q: 3 clusters Score -2.1584e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144095 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -21584060.000000 Penalty: 5988.699707
	Iteration 25Q: 3 clusters Score -2.158406e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -21584266.000000 Penalty: 5988.699707
	Iteration 26Q: 3 clusters Score -2.158427e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145740 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -21584378.000000 Penalty: 5988.699707
	Iteration 27Q: 3 clusters Score -2.158438e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146537 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -21584462.000000 Penalty: 5988.699707
	Iteration 28Q: 3 clusters Score -2.158446e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147298 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -21584510.000000 Penalty: 5988.699707
	Iteration 29Q: 3 clusters Score -2.158451e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147997 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -21584556.000000 Penalty: 5988.699707
	Iteration 30Q: 3 clusters Score -2.158456e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148649 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -21584640.000000 Penalty: 5988.699707
	Iteration 31Q: 3 clusters Score -2.158464e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149340 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -21584708.000000 Penalty: 5988.699707
	Iteration 32Q: 3 clusters Score -2.158471e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -21584790.000000 Penalty: 5988.699707
	Iteration 33Q: 3 clusters Score -2.158479e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -21584824.000000 Penalty: 5988.699707
	Iteration 34Q: 3 clusters Score -2.158482e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151535 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -21584962.000000 Penalty: 5988.699707
	Iteration 35Q: 3 clusters Score -2.158496e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152242 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -21585114.000000 Penalty: 5988.699707
	Iteration 36Q: 3 clusters Score -2.158511e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -21585160.000000 Penalty: 5988.699707
	Iteration 37Q: 3 clusters Score -2.158516e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153756 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -21585210.000000 Penalty: 5988.699707
	Iteration 38Q: 3 clusters Score -2.158521e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -21585310.000000 Penalty: 5988.699707
	Iteration 39Q: 3 clusters Score -2.158531e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155195 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -21585360.000000 Penalty: 5988.699707
	Iteration 40F: 3 clusters Score -2.158536e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -21585388.000000 Penalty: 5988.699707
	Iteration 41Q: 3 clusters Score -2.158539e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -21585388.000000 Penalty: 5988.699707
	Iteration 42Q: 3 clusters Score -2.158539e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -21585416.000000 Penalty: 5988.699707
	Iteration 43Q: 3 clusters Score -2.158542e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158152 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -21585578.000000 Penalty: 5988.699707
	Iteration 44Q: 3 clusters Score -2.158558e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158911 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -21585680.000000 Penalty: 5988.699707
	Iteration 45Q: 3 clusters Score -2.158568e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159664 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -21585790.000000 Penalty: 5988.699707
	Iteration 46Q: 3 clusters Score -2.158579e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160409 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -21585830.000000 Penalty: 5988.699707
	Iteration 47Q: 3 clusters Score -2.158583e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161117 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -21585910.000000 Penalty: 5988.699707
	Iteration 48Q: 3 clusters Score -2.158591e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -21585982.000000 Penalty: 5988.699707
	Iteration 49Q: 3 clusters Score -2.158598e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162417 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -21586008.000000 Penalty: 5988.699707
	Iteration 50Q: 3 clusters Score -2.158601e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -21586026.000000 Penalty: 5988.699707
	Iteration 51Q: 3 clusters Score -2.158603e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -21586006.000000 Penalty: 5988.699707
	Iteration 52Q: 3 clusters Score -2.158601e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -21585966.000000 Penalty: 5988.699707
	Iteration 53Q: 3 clusters Score -2.158597e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164680 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -21586036.000000 Penalty: 5988.699707
	Iteration 54Q: 3 clusters Score -2.158604e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165189 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -21586016.000000 Penalty: 5988.699707
	Iteration 55Q: 3 clusters Score -2.158602e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -21586016.000000 Penalty: 5988.699707
	Iteration 56Q: 3 clusters Score -2.158602e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166070 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -21586036.000000 Penalty: 5988.699707
	Iteration 57Q: 3 clusters Score -2.158604e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -21586034.000000 Penalty: 5988.699707
	Iteration 58Q: 3 clusters Score -2.158603e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -21585994.000000 Penalty: 5988.699707
	Iteration 59Q: 3 clusters Score -2.158599e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -21586012.000000 Penalty: 5988.699707
	Iteration 60F: 3 clusters Score -2.158601e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -21586050.000000 Penalty: 5988.699707
	Iteration 61Q: 3 clusters Score -2.158605e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -21586066.000000 Penalty: 5988.699707
	Iteration 62Q: 3 clusters Score -2.158607e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -21586066.000000 Penalty: 5988.699707
	Iteration 63Q: 3 clusters Score -2.158607e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -21586078.000000 Penalty: 5988.699707
	Iteration 64Q: 3 clusters Score -2.158608e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168590 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -21586012.000000 Penalty: 5988.699707
	Iteration 65Q: 3 clusters Score -2.158601e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168781 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -21585984.000000 Penalty: 5988.699707
	Iteration 66Q: 3 clusters Score -2.158598e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -21585986.000000 Penalty: 5988.699707
	Iteration 67Q: 3 clusters Score -2.158599e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169123 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -21585966.000000 Penalty: 5988.699707
	Iteration 68Q: 3 clusters Score -2.158597e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -21585962.000000 Penalty: 5988.699707
	Iteration 69Q: 3 clusters Score -2.158596e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -21585906.000000 Penalty: 5988.699707
	Iteration 70Q: 3 clusters Score -2.158591e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -21585902.000000 Penalty: 5988.699707
	Iteration 71Q: 3 clusters Score -2.15859e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169677 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -21585874.000000 Penalty: 5988.699707
	Iteration 72Q: 3 clusters Score -2.158587e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -21585850.000000 Penalty: 5988.699707
	Iteration 73Q: 3 clusters Score -2.158585e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -21585798.000000 Penalty: 5988.699707
	Iteration 74Q: 3 clusters Score -2.15858e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170005 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -21585780.000000 Penalty: 5988.699707
	Iteration 75Q: 3 clusters Score -2.158578e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170102 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -21585800.000000 Penalty: 5988.699707
	Iteration 76Q: 3 clusters Score -2.15858e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -21585796.000000 Penalty: 5988.699707
	Iteration 77Q: 3 clusters Score -2.15858e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170299 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -21585760.000000 Penalty: 5988.699707
	Iteration 78Q: 3 clusters Score -2.158576e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170406 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -21585736.000000 Penalty: 5988.699707
	Iteration 79Q: 3 clusters Score -2.158574e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -21585750.000000 Penalty: 5988.699707
	Iteration 80F: 3 clusters Score -2.158575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170575 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -21585758.000000 Penalty: 5988.699707
	Iteration 81Q: 3 clusters Score -2.158576e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -21585694.000000 Penalty: 5988.699707
	Iteration 82Q: 3 clusters Score -2.158569e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -21585692.000000 Penalty: 5988.699707
	Iteration 83Q: 3 clusters Score -2.158569e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170772 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -21585690.000000 Penalty: 5988.699707
	Iteration 84Q: 3 clusters Score -2.158569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -21585676.000000 Penalty: 5988.699707
	Iteration 85Q: 3 clusters Score -2.158568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170862 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -21585662.000000 Penalty: 5988.699707
	Iteration 86Q: 3 clusters Score -2.158566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170901 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -21585662.000000 Penalty: 5988.699707
	Iteration 87Q: 3 clusters Score -2.158566e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170935 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -21585632.000000 Penalty: 5988.699707
	Iteration 88Q: 3 clusters Score -2.158563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170973 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21585644.000000 Penalty: 5988.699707
	Iteration 89Q: 3 clusters Score -2.158564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -21585654.000000 Penalty: 5988.699707
	Iteration 90Q: 3 clusters Score -2.158565e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -21585662.000000 Penalty: 5988.699707
	Iteration 91Q: 3 clusters Score -2.158566e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -21585618.000000 Penalty: 5988.699707
	Iteration 92Q: 3 clusters Score -2.158562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171189 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -21585616.000000 Penalty: 5988.699707
	Iteration 93Q: 3 clusters Score -2.158562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171239 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -21585604.000000 Penalty: 5988.699707
	Iteration 94Q: 3 clusters Score -2.15856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171274 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -21585606.000000 Penalty: 5988.699707
	Iteration 95Q: 3 clusters Score -2.158561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171308 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -21585570.000000 Penalty: 5988.699707
	Iteration 96Q: 3 clusters Score -2.158557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -21585578.000000 Penalty: 5988.699707
	Iteration 97Q: 3 clusters Score -2.158558e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -21585578.000000 Penalty: 5988.699707
	Iteration 98Q: 3 clusters Score -2.158558e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -21585576.000000 Penalty: 5988.699707
	Iteration 99Q: 3 clusters Score -2.158558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171435 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21585596.000000 Penalty: 5988.699707
	Iteration 100F: 3 clusters Score -2.15856e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171469 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -21585606.000000 Penalty: 5988.699707
	Iteration 101Q: 3 clusters Score -2.158561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171497 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -21585596.000000 Penalty: 5988.699707
	Iteration 102Q: 3 clusters Score -2.15856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171525 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -21585582.000000 Penalty: 5988.699707
	Iteration 103Q: 3 clusters Score -2.158558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -21585562.000000 Penalty: 5988.699707
	Iteration 104Q: 3 clusters Score -2.158556e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -21585560.000000 Penalty: 5988.699707
	Iteration 105Q: 3 clusters Score -2.158556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -21585564.000000 Penalty: 5988.699707
	Iteration 106Q: 3 clusters Score -2.158556e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -21585574.000000 Penalty: 5988.699707
	Iteration 107Q: 3 clusters Score -2.158557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -21585582.000000 Penalty: 5988.699707
	Iteration 108Q: 3 clusters Score -2.158558e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171712 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -21585572.000000 Penalty: 5988.699707
	Iteration 109Q: 3 clusters Score -2.158557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -21585578.000000 Penalty: 5988.699707
	Iteration 110Q: 3 clusters Score -2.158558e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171768 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21585594.000000 Penalty: 5988.699707
	Iteration 111Q: 3 clusters Score -2.158559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -21585592.000000 Penalty: 5988.699707
	Iteration 112Q: 3 clusters Score -2.158559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171801 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -21585582.000000 Penalty: 5988.699707
	Iteration 113Q: 3 clusters Score -2.158558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21585574.000000 Penalty: 5988.699707
	Iteration 114Q: 3 clusters Score -2.158557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171835 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -21585586.000000 Penalty: 5988.699707
	Iteration 115Q: 3 clusters Score -2.158559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171855 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21585562.000000 Penalty: 5988.699707
	Iteration 116Q: 3 clusters Score -2.158556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171871 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21585554.000000 Penalty: 5988.699707
	Iteration 117Q: 3 clusters Score -2.158555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21585546.000000 Penalty: 5988.699707
	Iteration 118Q: 3 clusters Score -2.158555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171892 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -21585558.000000 Penalty: 5988.699707
	Iteration 119Q: 3 clusters Score -2.158556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -21585550.000000 Penalty: 5988.699707
	Iteration 120F: 3 clusters Score -2.158555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171907 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -21585544.000000 Penalty: 5988.699707
	Iteration 121Q: 3 clusters Score -2.158554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -21585532.000000 Penalty: 5988.699707
	Iteration 122Q: 3 clusters Score -2.158553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171921 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21585526.000000 Penalty: 5988.699707
	Iteration 123Q: 3 clusters Score -2.158553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21585534.000000 Penalty: 5988.699707
	Iteration 124Q: 3 clusters Score -2.158553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171936 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21585528.000000 Penalty: 5988.699707
	Iteration 125Q: 3 clusters Score -2.158553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171941 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21585518.000000 Penalty: 5988.699707
	Iteration 126Q: 3 clusters Score -2.158552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -21585526.000000 Penalty: 5988.699707
	Iteration 127Q: 3 clusters Score -2.158553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171952 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21585536.000000 Penalty: 5988.699707
	Iteration 128Q: 3 clusters Score -2.158554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171961 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -21585526.000000 Penalty: 5988.699707
	Iteration 129Q: 3 clusters Score -2.158553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21585520.000000 Penalty: 5988.699707
	Iteration 130Q: 3 clusters Score -2.158552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171976 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21585530.000000 Penalty: 5988.699707
	Iteration 131Q: 3 clusters Score -2.158553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171989 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -21585526.000000 Penalty: 5988.699707
	Iteration 132Q: 3 clusters Score -2.158553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171994 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -21585530.000000 Penalty: 5988.699707
	Iteration 133Q: 3 clusters Score -2.158553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172000 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21585532.000000 Penalty: 5988.699707
	Iteration 134Q: 3 clusters Score -2.158553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172005 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21585530.000000 Penalty: 5988.699707
	Iteration 135Q: 3 clusters Score -2.158553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172013 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -21585508.000000 Penalty: 5988.699707
	Iteration 136Q: 3 clusters Score -2.158551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172017 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -21585506.000000 Penalty: 5988.699707
	Iteration 137Q: 3 clusters Score -2.158551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172021 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21585514.000000 Penalty: 5988.699707
	Iteration 138Q: 3 clusters Score -2.158551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172024 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -21585510.000000 Penalty: 5988.699707
	Iteration 139Q: 3 clusters Score -2.158551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172028 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -21585510.000000 Penalty: 5988.699707
	Iteration 140F: 3 clusters Score -2.158551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172038 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21585512.000000 Penalty: 5988.699707
	Iteration 141Q: 3 clusters Score -2.158551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172047 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -21585518.000000 Penalty: 5988.699707
	Iteration 142Q: 3 clusters Score -2.158552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172056 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -21585496.000000 Penalty: 5988.699707
	Iteration 143Q: 3 clusters Score -2.15855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172060 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21585506.000000 Penalty: 5988.699707
	Iteration 144Q: 3 clusters Score -2.158551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172061 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -21585510.000000 Penalty: 5988.699707
	Iteration 145Q: 3 clusters Score -2.158551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172063 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -21585514.000000 Penalty: 5988.699707
	Iteration 146Q: 3 clusters Score -2.158551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172070 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -21585508.000000 Penalty: 5988.699707
	Iteration 147Q: 3 clusters Score -2.158551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172075 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -21585500.000000 Penalty: 5988.699707
	Iteration 148Q: 3 clusters Score -2.15855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172078 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -21585520.000000 Penalty: 5988.699707
	Iteration 149Q: 3 clusters Score -2.158552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172079 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21585516.000000 Penalty: 5988.699707
	Iteration 150Q: 3 clusters Score -2.158552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172080 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -21585512.000000 Penalty: 5988.699707
	Iteration 151Q: 3 clusters Score -2.158551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172083 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21585516.000000 Penalty: 5988.699707
	Iteration 152Q: 3 clusters Score -2.158552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172086 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -21585506.000000 Penalty: 5988.699707
	Iteration 153Q: 3 clusters Score -2.158551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172091 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -21585500.000000 Penalty: 5988.699707
	Iteration 154Q: 3 clusters Score -2.15855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -21585494.000000 Penalty: 5988.699707
	Iteration 155Q: 3 clusters Score -2.158549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21585486.000000 Penalty: 5988.699707
	Iteration 156Q: 3 clusters Score -2.158549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21585486.000000 Penalty: 5988.699707
	Iteration 157F: 3 clusters Score -2.158549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Entering Unmasked Estep 
Score: -8308336.500000 Penalty: 2756.471191
	Iteration 0F: 2 clusters Score -8308336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8263407.000000 Penalty: 5512.942383
	Iteration 0F: 3 clusters Score -8263407 nChanged 31145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -8280918.500000 Penalty: 5512.942383
	Iteration 1F: 3 clusters Score -8280918 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -8281747.500000 Penalty: 5512.942383
	Iteration 2Q: 3 clusters Score -8281748 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -8282740.000000 Penalty: 5512.942383
	Iteration 3Q: 3 clusters Score -8282740 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -8284318.000000 Penalty: 5512.942383
	Iteration 4Q: 3 clusters Score -8284318 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8286794.500000 Penalty: 5512.942383
	Iteration 5F: 3 clusters Score -8286794 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -8290588.000000 Penalty: 5512.942383
	Iteration 6F: 3 clusters Score -8290588 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -8295404.500000 Penalty: 5512.942383
	Iteration 7F: 3 clusters Score -8295404 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -8300104.000000 Penalty: 5512.942383
	Iteration 8F: 3 clusters Score -8300104 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8303334.500000 Penalty: 5512.942383
	Iteration 9Q: 3 clusters Score -8303334 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8304895.500000 Penalty: 5512.942383
	Iteration 10Q: 3 clusters Score -8304896 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8305541.000000 Penalty: 5512.942383
	Iteration 11Q: 3 clusters Score -8305541 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8305845.500000 Penalty: 5512.942383
	Iteration 12Q: 3 clusters Score -8305846 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8305995.000000 Penalty: 5512.942383
	Iteration 13Q: 3 clusters Score -8305995 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8306086.000000 Penalty: 5512.942383
	Iteration 14Q: 3 clusters Score -8306086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8306158.000000 Penalty: 5512.942383
	Iteration 15Q: 3 clusters Score -8306158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8306210.000000 Penalty: 5512.942383
	Iteration 16Q: 3 clusters Score -8306210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8306252.500000 Penalty: 5512.942383
	Iteration 17Q: 3 clusters Score -8306252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8306273.000000 Penalty: 5512.942383
	Iteration 18Q: 3 clusters Score -8306273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8306291.500000 Penalty: 5512.942383
	Iteration 19Q: 3 clusters Score -8306292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8306313.000000 Penalty: 5512.942383
	Iteration 20F: 3 clusters Score -8306313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66431 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8306313.500000 Penalty: 5512.942383
	Iteration 21Q: 3 clusters Score -8306314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8306342.500000 Penalty: 5512.942383
	Iteration 22Q: 3 clusters Score -8306342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8306357.000000 Penalty: 5512.942383
	Iteration 23Q: 3 clusters Score -8306357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8306365.500000 Penalty: 5512.942383
	Iteration 24Q: 3 clusters Score -8306366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8306389.000000 Penalty: 5512.942383
	Iteration 25Q: 3 clusters Score -8306389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8306408.000000 Penalty: 5512.942383
	Iteration 26Q: 3 clusters Score -8306408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8306432.500000 Penalty: 5512.942383
	Iteration 27Q: 3 clusters Score -8306432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8306444.000000 Penalty: 5512.942383
	Iteration 28Q: 3 clusters Score -8306444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8306446.500000 Penalty: 5512.942383
	Iteration 29Q: 3 clusters Score -8306446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8306468.000000 Penalty: 5512.942383
	Iteration 30Q: 3 clusters Score -8306468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8306462.500000 Penalty: 5512.942383
	Iteration 31Q: 3 clusters Score -8306462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8306480.500000 Penalty: 5512.942383
	Iteration 32Q: 3 clusters Score -8306480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8306482.000000 Penalty: 5512.942383
	Iteration 33Q: 3 clusters Score -8306482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8306485.500000 Penalty: 5512.942383
	Iteration 34Q: 3 clusters Score -8306486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8306494.500000 Penalty: 5512.942383
	Iteration 35Q: 3 clusters Score -8306494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8306496.500000 Penalty: 5512.942383
	Iteration 36Q: 3 clusters Score -8306496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8306498.500000 Penalty: 5512.942383
	Iteration 37Q: 3 clusters Score -8306498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8306502.500000 Penalty: 5512.942383
	Iteration 38Q: 3 clusters Score -8306502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8306508.500000 Penalty: 5512.942383
	Iteration 39Q: 3 clusters Score -8306508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8306516.000000 Penalty: 5512.942383
	Iteration 40F: 3 clusters Score -8306516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8306521.000000 Penalty: 5512.942383
	Iteration 41Q: 3 clusters Score -8306521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8306519.000000 Penalty: 5512.942383
	Iteration 42Q: 3 clusters Score -8306519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8306522.000000 Penalty: 5512.942383
	Iteration 43Q: 3 clusters Score -8306522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66346 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8306517.500000 Penalty: 5512.942383
	Iteration 44Q: 3 clusters Score -8306518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8306519.000000 Penalty: 5512.942383
	Iteration 45Q: 3 clusters Score -8306519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8306519.500000 Penalty: 5512.942383
	Iteration 46Q: 3 clusters Score -8306520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8306519.000000 Penalty: 5512.942383
	Iteration 47Q: 3 clusters Score -8306519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8306519.000000 Penalty: 5512.942383
	Iteration 48F: 3 clusters Score -8306519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Entering Unmasked Estep 
Score: -5597804.000000 Penalty: 2658.302734
	Iteration 0F: 2 clusters Score -5597804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5567303.000000 Penalty: 5316.605469
	Iteration 0F: 3 clusters Score -5567303 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5578620.000000 Penalty: 5316.605469
	Iteration 1F: 3 clusters Score -5578620 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -5579257.000000 Penalty: 5316.605469
	Iteration 2Q: 3 clusters Score -5579257 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5579983.500000 Penalty: 5316.605469
	Iteration 3Q: 3 clusters Score -5579984 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5580823.000000 Penalty: 5316.605469
	Iteration 4Q: 3 clusters Score -5580823 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5581907.500000 Penalty: 5316.605469
	Iteration 5Q: 3 clusters Score -5581908 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5583239.500000 Penalty: 5316.605469
	Iteration 6F: 3 clusters Score -5583240 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -5584864.500000 Penalty: 5316.605469
	Iteration 7F: 3 clusters Score -5584864 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -5586790.000000 Penalty: 5316.605469
	Iteration 8F: 3 clusters Score -5586790 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5588796.000000 Penalty: 5316.605469
	Iteration 9F: 3 clusters Score -5588796 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -5590423.500000 Penalty: 5316.605469
	Iteration 10F: 3 clusters Score -5590424 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -5591494.000000 Penalty: 5316.605469
	Iteration 11Q: 3 clusters Score -5591494 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5592181.000000 Penalty: 5316.605469
	Iteration 12Q: 3 clusters Score -5592181 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -5592584.500000 Penalty: 5316.605469
	Iteration 13Q: 3 clusters Score -5592584 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -5592907.000000 Penalty: 5316.605469
	Iteration 14Q: 3 clusters Score -5592907 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5593131.500000 Penalty: 5316.605469
	Iteration 15Q: 3 clusters Score -5593132 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -5593395.000000 Penalty: 5316.605469
	Iteration 16Q: 3 clusters Score -5593395 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -5593629.000000 Penalty: 5316.605469
	Iteration 17Q: 3 clusters Score -5593629 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -5593821.000000 Penalty: 5316.605469
	Iteration 18Q: 3 clusters Score -5593821 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -5593983.000000 Penalty: 5316.605469
	Iteration 19Q: 3 clusters Score -5593983 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -5594133.000000 Penalty: 5316.605469
	Iteration 20F: 3 clusters Score -5594133 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -5594290.500000 Penalty: 5316.605469
	Iteration 21Q: 3 clusters Score -5594290 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5594459.000000 Penalty: 5316.605469
	Iteration 22Q: 3 clusters Score -5594459 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -5594595.500000 Penalty: 5316.605469
	Iteration 23Q: 3 clusters Score -5594596 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5594732.000000 Penalty: 5316.605469
	Iteration 24Q: 3 clusters Score -5594732 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5594907.500000 Penalty: 5316.605469
	Iteration 25Q: 3 clusters Score -5594908 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -5595042.000000 Penalty: 5316.605469
	Iteration 26Q: 3 clusters Score -5595042 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5595163.000000 Penalty: 5316.605469
	Iteration 27Q: 3 clusters Score -5595163 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5595290.000000 Penalty: 5316.605469
	Iteration 28Q: 3 clusters Score -5595290 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5595375.000000 Penalty: 5316.605469
	Iteration 29Q: 3 clusters Score -5595375 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5595456.000000 Penalty: 5316.605469
	Iteration 30Q: 3 clusters Score -5595456 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5595545.500000 Penalty: 5316.605469
	Iteration 31Q: 3 clusters Score -5595546 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5595600.000000 Penalty: 5316.605469
	Iteration 32Q: 3 clusters Score -5595600 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5595636.500000 Penalty: 5316.605469
	Iteration 33Q: 3 clusters Score -5595636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5595699.500000 Penalty: 5316.605469
	Iteration 34Q: 3 clusters Score -5595700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5595742.500000 Penalty: 5316.605469
	Iteration 35Q: 3 clusters Score -5595742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5595794.000000 Penalty: 5316.605469
	Iteration 36Q: 3 clusters Score -5595794 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -5595845.000000 Penalty: 5316.605469
	Iteration 37Q: 3 clusters Score -5595845 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5595904.500000 Penalty: 5316.605469
	Iteration 38Q: 3 clusters Score -5595904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5595920.000000 Penalty: 5316.605469
	Iteration 39Q: 3 clusters Score -5595920 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5595938.000000 Penalty: 5316.605469
	Iteration 40F: 3 clusters Score -5595938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5595958.000000 Penalty: 5316.605469
	Iteration 41Q: 3 clusters Score -5595958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5595979.500000 Penalty: 5316.605469
	Iteration 42Q: 3 clusters Score -5595980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5596014.000000 Penalty: 5316.605469
	Iteration 43Q: 3 clusters Score -5596014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5596050.000000 Penalty: 5316.605469
	Iteration 44Q: 3 clusters Score -5596050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5596086.500000 Penalty: 5316.605469
	Iteration 45Q: 3 clusters Score -5596086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5596105.000000 Penalty: 5316.605469
	Iteration 46Q: 3 clusters Score -5596105 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5596132.500000 Penalty: 5316.605469
	Iteration 47Q: 3 clusters Score -5596132 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5596153.500000 Penalty: 5316.605469
	Iteration 48Q: 3 clusters Score -5596154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5596174.000000 Penalty: 5316.605469
	Iteration 49Q: 3 clusters Score -5596174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5596182.000000 Penalty: 5316.605469
	Iteration 50Q: 3 clusters Score -5596182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5596200.500000 Penalty: 5316.605469
	Iteration 51Q: 3 clusters Score -5596200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5596219.000000 Penalty: 5316.605469
	Iteration 52Q: 3 clusters Score -5596219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5596228.000000 Penalty: 5316.605469
	Iteration 53Q: 3 clusters Score -5596228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5596240.500000 Penalty: 5316.605469
	Iteration 54Q: 3 clusters Score -5596240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5596263.500000 Penalty: 5316.605469
	Iteration 55Q: 3 clusters Score -5596264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5596271.000000 Penalty: 5316.605469
	Iteration 56Q: 3 clusters Score -5596271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5596287.000000 Penalty: 5316.605469
	Iteration 57Q: 3 clusters Score -5596287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5596282.000000 Penalty: 5316.605469
	Iteration 58Q: 3 clusters Score -5596282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5596301.000000 Penalty: 5316.605469
	Iteration 59Q: 3 clusters Score -5596301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5596293.000000 Penalty: 5316.605469
	Iteration 60F: 3 clusters Score -5596293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5596298.000000 Penalty: 5316.605469
	Iteration 61Q: 3 clusters Score -5596298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5596299.000000 Penalty: 5316.605469
	Iteration 62Q: 3 clusters Score -5596299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5596295.500000 Penalty: 5316.605469
	Iteration 63Q: 3 clusters Score -5596296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5596303.000000 Penalty: 5316.605469
	Iteration 64Q: 3 clusters Score -5596303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5596303.500000 Penalty: 5316.605469
	Iteration 65Q: 3 clusters Score -5596304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5596314.500000 Penalty: 5316.605469
	Iteration 66Q: 3 clusters Score -5596314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5596319.000000 Penalty: 5316.605469
	Iteration 67Q: 3 clusters Score -5596319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5596322.000000 Penalty: 5316.605469
	Iteration 68Q: 3 clusters Score -5596322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5596326.000000 Penalty: 5316.605469
	Iteration 69Q: 3 clusters Score -5596326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5596331.500000 Penalty: 5316.605469
	Iteration 70Q: 3 clusters Score -5596332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5596335.000000 Penalty: 5316.605469
	Iteration 71Q: 3 clusters Score -5596335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5596331.500000 Penalty: 5316.605469
	Iteration 72Q: 3 clusters Score -5596332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5596336.000000 Penalty: 5316.605469
	Iteration 73Q: 3 clusters Score -5596336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5596334.500000 Penalty: 5316.605469
	Iteration 74Q: 3 clusters Score -5596334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5596343.500000 Penalty: 5316.605469
	Iteration 75Q: 3 clusters Score -5596344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5596345.500000 Penalty: 5316.605469
	Iteration 76Q: 3 clusters Score -5596346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5596344.000000 Penalty: 5316.605469
	Iteration 77Q: 3 clusters Score -5596344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5596345.000000 Penalty: 5316.605469
	Iteration 78Q: 3 clusters Score -5596345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5596354.000000 Penalty: 5316.605469
	Iteration 79Q: 3 clusters Score -5596354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5596355.000000 Penalty: 5316.605469
	Iteration 80F: 3 clusters Score -5596355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5596349.500000 Penalty: 5316.605469
	Iteration 81Q: 3 clusters Score -5596350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5596359.500000 Penalty: 5316.605469
	Iteration 82Q: 3 clusters Score -5596360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5596354.500000 Penalty: 5316.605469
	Iteration 83Q: 3 clusters Score -5596354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5596355.500000 Penalty: 5316.605469
	Iteration 84Q: 3 clusters Score -5596356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5596354.500000 Penalty: 5316.605469
	Iteration 85Q: 3 clusters Score -5596354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5596358.500000 Penalty: 5316.605469
	Iteration 86Q: 3 clusters Score -5596358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5596356.000000 Penalty: 5316.605469
	Iteration 87Q: 3 clusters Score -5596356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5596365.500000 Penalty: 5316.605469
	Iteration 88Q: 3 clusters Score -5596366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5596376.000000 Penalty: 5316.605469
	Iteration 89Q: 3 clusters Score -5596376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5596366.500000 Penalty: 5316.605469
	Iteration 90Q: 3 clusters Score -5596366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5596366.500000 Penalty: 5316.605469
	Iteration 91F: 3 clusters Score -5596366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Entering Unmasked Estep 
Score: -850266.812500 Penalty: 2188.920898
	Iteration 0F: 2 clusters Score -850266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -844625.875000 Penalty: 4377.841797
	Iteration 0F: 3 clusters Score -844625.9 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -846352.500000 Penalty: 4377.841797
	Iteration 1F: 3 clusters Score -846352.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -846951.187500 Penalty: 4377.841797
	Iteration 2F: 3 clusters Score -846951.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -847648.937500 Penalty: 4377.841797
	Iteration 3F: 3 clusters Score -847648.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -848247.500000 Penalty: 4377.841797
	Iteration 4F: 3 clusters Score -848247.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -848777.125000 Penalty: 4377.841797
	Iteration 5F: 3 clusters Score -848777.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -849162.125000 Penalty: 4377.841797
	Iteration 6F: 3 clusters Score -849162.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -849398.750000 Penalty: 4377.841797
	Iteration 7Q: 3 clusters Score -849398.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -849561.250000 Penalty: 4377.841797
	Iteration 8Q: 3 clusters Score -849561.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -849658.937500 Penalty: 4377.841797
	Iteration 9Q: 3 clusters Score -849658.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -849715.750000 Penalty: 4377.841797
	Iteration 10Q: 3 clusters Score -849715.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -849746.062500 Penalty: 4377.841797
	Iteration 11Q: 3 clusters Score -849746.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -849763.687500 Penalty: 4377.841797
	Iteration 12Q: 3 clusters Score -849763.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -849776.000000 Penalty: 4377.841797
	Iteration 13Q: 3 clusters Score -849776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -849785.812500 Penalty: 4377.841797
	Iteration 14Q: 3 clusters Score -849785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -849789.312500 Penalty: 4377.841797
	Iteration 15Q: 3 clusters Score -849789.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -849792.312500 Penalty: 4377.841797
	Iteration 16Q: 3 clusters Score -849792.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -849793.375000 Penalty: 4377.841797
	Iteration 17Q: 3 clusters Score -849793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -849799.187500 Penalty: 4377.841797
	Iteration 18Q: 3 clusters Score -849799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -849801.625000 Penalty: 4377.841797
	Iteration 19Q: 3 clusters Score -849801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -849804.625000 Penalty: 4377.841797
	Iteration 20F: 3 clusters Score -849804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -799478.687500 Penalty: 2190.915527
	Iteration 0F: 2 clusters Score -799478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -793755.750000 Penalty: 4381.831055
	Iteration 0F: 3 clusters Score -793755.8 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -795311.062500 Penalty: 4381.831055
	Iteration 1F: 3 clusters Score -795311.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -795629.062500 Penalty: 4381.831055
	Iteration 2F: 3 clusters Score -795629.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -795879.812500 Penalty: 4381.831055
	Iteration 3F: 3 clusters Score -795879.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -796087.562500 Penalty: 4381.831055
	Iteration 4Q: 3 clusters Score -796087.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -796246.687500 Penalty: 4381.831055
	Iteration 5Q: 3 clusters Score -796246.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -796393.250000 Penalty: 4381.831055
	Iteration 6Q: 3 clusters Score -796393.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -796551.125000 Penalty: 4381.831055
	Iteration 7Q: 3 clusters Score -796551.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -796721.937500 Penalty: 4381.831055
	Iteration 8Q: 3 clusters Score -796721.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -796887.187500 Penalty: 4381.831055
	Iteration 9Q: 3 clusters Score -796887.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -797072.750000 Penalty: 4381.831055
	Iteration 10Q: 3 clusters Score -797072.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -797252.875000 Penalty: 4381.831055
	Iteration 11Q: 3 clusters Score -797252.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -797402.375000 Penalty: 4381.831055
	Iteration 12Q: 3 clusters Score -797402.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -797516.437500 Penalty: 4381.831055
	Iteration 13Q: 3 clusters Score -797516.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -797582.625000 Penalty: 4381.831055
	Iteration 14Q: 3 clusters Score -797582.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -797620.875000 Penalty: 4381.831055
	Iteration 15Q: 3 clusters Score -797620.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -797649.625000 Penalty: 4381.831055
	Iteration 16Q: 3 clusters Score -797649.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -797670.062500 Penalty: 4381.831055
	Iteration 17Q: 3 clusters Score -797670.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -797677.687500 Penalty: 4381.831055
	Iteration 18Q: 3 clusters Score -797677.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -797690.062500 Penalty: 4381.831055
	Iteration 19Q: 3 clusters Score -797690.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -797700.125000 Penalty: 4381.831055
	Iteration 20F: 3 clusters Score -797700.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -797708.000000 Penalty: 4381.831055
	Iteration 21Q: 3 clusters Score -797708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -797712.125000 Penalty: 4381.831055
	Iteration 22Q: 3 clusters Score -797712.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -797718.062500 Penalty: 4381.831055
	Iteration 23Q: 3 clusters Score -797718.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -797719.625000 Penalty: 4381.831055
	Iteration 24Q: 3 clusters Score -797719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -797724.187500 Penalty: 4381.831055
	Iteration 25Q: 3 clusters Score -797724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -797724.687500 Penalty: 4381.831055
	Iteration 26Q: 3 clusters Score -797724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -797724.937500 Penalty: 4381.831055
	Iteration 27Q: 3 clusters Score -797724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -797726.875000 Penalty: 4381.831055
	Iteration 28Q: 3 clusters Score -797726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -797727.375000 Penalty: 4381.831055
	Iteration 29Q: 3 clusters Score -797727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -797729.500000 Penalty: 4381.831055
	Iteration 30Q: 3 clusters Score -797729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -797729.187500 Penalty: 4381.831055
	Iteration 31Q: 3 clusters Score -797729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -797730.250000 Penalty: 4381.831055
	Iteration 32Q: 3 clusters Score -797730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -797730.250000 Penalty: 4381.831055
	Iteration 33Q: 3 clusters Score -797730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -797730.250000 Penalty: 4381.831055
	Iteration 34F: 3 clusters Score -797730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -251414.578125 Penalty: 1896.887451
	Iteration 0F: 2 clusters Score -251414.6 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 1070 members 
Entering Unmasked Estep 
Score: -248702.328125 Penalty: 3793.774902
	Iteration 0F: 3 clusters Score -248702.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -249168.406250 Penalty: 3793.774902
	Iteration 1F: 3 clusters Score -249168.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -249304.609375 Penalty: 3793.774902
	Iteration 2F: 3 clusters Score -249304.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249398.015625 Penalty: 3793.774902
	Iteration 3Q: 3 clusters Score -249398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -249456.953125 Penalty: 3793.774902
	Iteration 4Q: 3 clusters Score -249457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -249519.578125 Penalty: 3793.774902
	Iteration 5Q: 3 clusters Score -249519.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249556.734375 Penalty: 3793.774902
	Iteration 6Q: 3 clusters Score -249556.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -249574.703125 Penalty: 3793.774902
	Iteration 7Q: 3 clusters Score -249574.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249585.515625 Penalty: 3793.774902
	Iteration 8Q: 3 clusters Score -249585.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -249594.218750 Penalty: 3793.774902
	Iteration 9Q: 3 clusters Score -249594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -249603.281250 Penalty: 3793.774902
	Iteration 10Q: 3 clusters Score -249603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -249608.953125 Penalty: 3793.774902
	Iteration 11Q: 3 clusters Score -249609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249616.843750 Penalty: 3793.774902
	Iteration 12Q: 3 clusters Score -249616.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -249625.406250 Penalty: 3793.774902
	Iteration 13Q: 3 clusters Score -249625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -249634.593750 Penalty: 3793.774902
	Iteration 14Q: 3 clusters Score -249634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -249644.562500 Penalty: 3793.774902
	Iteration 15Q: 3 clusters Score -249644.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249653.109375 Penalty: 3793.774902
	Iteration 16Q: 3 clusters Score -249653.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -249660.296875 Penalty: 3793.774902
	Iteration 17Q: 3 clusters Score -249660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -249664.750000 Penalty: 3793.774902
	Iteration 18Q: 3 clusters Score -249664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -249669.843750 Penalty: 3793.774902
	Iteration 19Q: 3 clusters Score -249669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -249673.046875 Penalty: 3793.774902
	Iteration 20F: 3 clusters Score -249673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -249675.921875 Penalty: 3793.774902
	Iteration 21Q: 3 clusters Score -249675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -249681.625000 Penalty: 3793.774902
	Iteration 22Q: 3 clusters Score -249681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -249684.562500 Penalty: 3793.774902
	Iteration 23Q: 3 clusters Score -249684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -249687.828125 Penalty: 3793.774902
	Iteration 24Q: 3 clusters Score -249687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -249691.750000 Penalty: 3793.774902
	Iteration 25Q: 3 clusters Score -249691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -249692.562500 Penalty: 3793.774902
	Iteration 26Q: 3 clusters Score -249692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249695.343750 Penalty: 3793.774902
	Iteration 27Q: 3 clusters Score -249695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -249699.640625 Penalty: 3793.774902
	Iteration 28Q: 3 clusters Score -249699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -249703.703125 Penalty: 3793.774902
	Iteration 29Q: 3 clusters Score -249703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249707.703125 Penalty: 3793.774902
	Iteration 30Q: 3 clusters Score -249707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -249710.218750 Penalty: 3793.774902
	Iteration 31Q: 3 clusters Score -249710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -249714.468750 Penalty: 3793.774902
	Iteration 32Q: 3 clusters Score -249714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -249716.406250 Penalty: 3793.774902
	Iteration 33Q: 3 clusters Score -249716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -249719.593750 Penalty: 3793.774902
	Iteration 34Q: 3 clusters Score -249719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -249723.703125 Penalty: 3793.774902
	Iteration 35Q: 3 clusters Score -249723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -249726.171875 Penalty: 3793.774902
	Iteration 36Q: 3 clusters Score -249726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -249727.578125 Penalty: 3793.774902
	Iteration 37Q: 3 clusters Score -249727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -249727.578125 Penalty: 3793.774902
	Iteration 38F: 3 clusters Score -249727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (190623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Entering Unmasked Estep 
Score: -23463528.000000 Penalty: 3015.197266
	Iteration 0F: 2 clusters Score -2.346353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -23338312.000000 Penalty: 6030.394531
	Iteration 0F: 3 clusters Score -2.333831e+07 nChanged 91541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -23391208.000000 Penalty: 6030.394531
	Iteration 1F: 3 clusters Score -2.339121e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -23392094.000000 Penalty: 6030.394531
	Iteration 2Q: 3 clusters Score -2.339209e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -23392978.000000 Penalty: 6030.394531
	Iteration 3Q: 3 clusters Score -2.339298e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -23394154.000000 Penalty: 6030.394531
	Iteration 4Q: 3 clusters Score -2.339415e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105805 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -23395876.000000 Penalty: 6030.394531
	Iteration 5Q: 3 clusters Score -2.339588e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -23398788.000000 Penalty: 6030.394531
	Iteration 6Q: 3 clusters Score -2.339879e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119536 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -23403744.000000 Penalty: 6030.394531
	Iteration 7Q: 3 clusters Score -2.340374e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -23411518.000000 Penalty: 6030.394531
	Iteration 8F: 3 clusters Score -2.341152e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143180 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -23422556.000000 Penalty: 6030.394531
	Iteration 9F: 3 clusters Score -2.342256e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155990 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -23433606.000000 Penalty: 6030.394531
	Iteration 10F: 3 clusters Score -2.343361e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166613 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -23442816.000000 Penalty: 6030.394531
	Iteration 11F: 3 clusters Score -2.344282e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -23449502.000000 Penalty: 6030.394531
	Iteration 12Q: 3 clusters Score -2.34495e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -23453406.000000 Penalty: 6030.394531
	Iteration 13Q: 3 clusters Score -2.345341e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -23456130.000000 Penalty: 6030.394531
	Iteration 14Q: 3 clusters Score -2.345613e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185869 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -23457888.000000 Penalty: 6030.394531
	Iteration 15Q: 3 clusters Score -2.345789e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187442 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -23458918.000000 Penalty: 6030.394531
	Iteration 16Q: 3 clusters Score -2.345892e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -23459606.000000 Penalty: 6030.394531
	Iteration 17Q: 3 clusters Score -2.345961e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189022 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -23460048.000000 Penalty: 6030.394531
	Iteration 18Q: 3 clusters Score -2.346005e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -23460274.000000 Penalty: 6030.394531
	Iteration 19Q: 3 clusters Score -2.346027e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189611 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -23460500.000000 Penalty: 6030.394531
	Iteration 20F: 3 clusters Score -2.34605e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189771 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23460632.000000 Penalty: 6030.394531
	Iteration 21Q: 3 clusters Score -2.346063e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189868 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23460742.000000 Penalty: 6030.394531
	Iteration 22Q: 3 clusters Score -2.346074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189927 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -23460794.000000 Penalty: 6030.394531
	Iteration 23Q: 3 clusters Score -2.346079e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189984 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -23460868.000000 Penalty: 6030.394531
	Iteration 24Q: 3 clusters Score -2.346087e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190024 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -23460916.000000 Penalty: 6030.394531
	Iteration 25Q: 3 clusters Score -2.346092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190038 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -23460952.000000 Penalty: 6030.394531
	Iteration 26Q: 3 clusters Score -2.346095e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190053 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -23460954.000000 Penalty: 6030.394531
	Iteration 27Q: 3 clusters Score -2.346095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190065 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -23460970.000000 Penalty: 6030.394531
	Iteration 28Q: 3 clusters Score -2.346097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190073 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23460970.000000 Penalty: 6030.394531
	Iteration 29Q: 3 clusters Score -2.346097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190080 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23460964.000000 Penalty: 6030.394531
	Iteration 30Q: 3 clusters Score -2.346096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190084 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23460958.000000 Penalty: 6030.394531
	Iteration 31Q: 3 clusters Score -2.346096e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190088 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23460972.000000 Penalty: 6030.394531
	Iteration 32Q: 3 clusters Score -2.346097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190091 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -23460986.000000 Penalty: 6030.394531
	Iteration 33Q: 3 clusters Score -2.346099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190095 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -23460998.000000 Penalty: 6030.394531
	Iteration 34Q: 3 clusters Score -2.3461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190099 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -23460996.000000 Penalty: 6030.394531
	Iteration 35Q: 3 clusters Score -2.3461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190101 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23460998.000000 Penalty: 6030.394531
	Iteration 36Q: 3 clusters Score -2.3461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190101 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23461018.000000 Penalty: 6030.394531
	Iteration 37Q: 3 clusters Score -2.346102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190105 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -23461036.000000 Penalty: 6030.394531
	Iteration 38Q: 3 clusters Score -2.346104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -23461030.000000 Penalty: 6030.394531
	Iteration 39Q: 3 clusters Score -2.346103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190112 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -23461030.000000 Penalty: 6030.394531
	Iteration 40F: 3 clusters Score -2.346103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190113 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -23461032.000000 Penalty: 6030.394531
	Iteration 41Q: 3 clusters Score -2.346103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190113 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -23461032.000000 Penalty: 6030.394531
	Iteration 42F: 3 clusters Score -2.346103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175099 members 
Entering Unmasked Estep 
Score: -21590546.000000 Penalty: 2994.130371
	Iteration 0F: 2 clusters Score -2.159055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -21477678.000000 Penalty: 5988.260742
	Iteration 0F: 3 clusters Score -2.147768e+07 nChanged 83582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -21526452.000000 Penalty: 5988.260742
	Iteration 1F: 3 clusters Score -2.152645e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -21528086.000000 Penalty: 5988.260742
	Iteration 2Q: 3 clusters Score -2.152809e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 101876 members 
Entering Unmasked Estep 
Score: -21530526.000000 Penalty: 5988.260742
	Iteration 3Q: 3 clusters Score -2.153053e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -21534952.000000 Penalty: 5988.260742
	Iteration 4F: 3 clusters Score -2.153495e+07 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 121134 members 
Entering Unmasked Estep 
Score: -21542844.000000 Penalty: 5988.260742
	Iteration 5F: 3 clusters Score -2.154284e+07 nChanged 14576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 135074 members 
Entering Unmasked Estep 
Score: -21554852.000000 Penalty: 5988.260742
	Iteration 6F: 3 clusters Score -2.155485e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -21568850.000000 Penalty: 5988.260742
	Iteration 7F: 3 clusters Score -2.156885e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 160116 members 
Entering Unmasked Estep 
Score: -21579040.000000 Penalty: 5988.260742
	Iteration 8F: 3 clusters Score -2.157904e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -21584176.000000 Penalty: 5988.260742
	Iteration 9Q: 3 clusters Score -2.158418e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -21586286.000000 Penalty: 5988.260742
	Iteration 10Q: 3 clusters Score -2.158629e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 172457 members 
Entering Unmasked Estep 
Score: -21587288.000000 Penalty: 5988.260742
	Iteration 11Q: 3 clusters Score -2.158729e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 173461 members 
Entering Unmasked Estep 
Score: -21587648.000000 Penalty: 5988.260742
	Iteration 12Q: 3 clusters Score -2.158765e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -21587904.000000 Penalty: 5988.260742
	Iteration 13Q: 3 clusters Score -2.15879e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 174237 members 
Entering Unmasked Estep 
Score: -21587946.000000 Penalty: 5988.260742
	Iteration 14Q: 3 clusters Score -2.158795e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 174395 members 
Entering Unmasked Estep 
Score: -21588014.000000 Penalty: 5988.260742
	Iteration 15Q: 3 clusters Score -2.158801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 174472 members 
Entering Unmasked Estep 
Score: -21588052.000000 Penalty: 5988.260742
	Iteration 16Q: 3 clusters Score -2.158805e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 174527 members 
Entering Unmasked Estep 
Score: -21588082.000000 Penalty: 5988.260742
	Iteration 17Q: 3 clusters Score -2.158808e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 174565 members 
Entering Unmasked Estep 
Score: -21588070.000000 Penalty: 5988.260742
	Iteration 18Q: 3 clusters Score -2.158807e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 174591 members 
Entering Unmasked Estep 
Score: -21588104.000000 Penalty: 5988.260742
	Iteration 19Q: 3 clusters Score -2.15881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -21588114.000000 Penalty: 5988.260742
	Iteration 20F: 3 clusters Score -2.158811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -21588144.000000 Penalty: 5988.260742
	Iteration 21Q: 3 clusters Score -2.158814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 174636 members 
Entering Unmasked Estep 
Score: -21588148.000000 Penalty: 5988.260742
	Iteration 22Q: 3 clusters Score -2.158815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -21588138.000000 Penalty: 5988.260742
	Iteration 23Q: 3 clusters Score -2.158814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 174651 members 
Entering Unmasked Estep 
Score: -21588162.000000 Penalty: 5988.260742
	Iteration 24Q: 3 clusters Score -2.158816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 174655 members 
Entering Unmasked Estep 
Score: -21588164.000000 Penalty: 5988.260742
	Iteration 25Q: 3 clusters Score -2.158816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -21588156.000000 Penalty: 5988.260742
	Iteration 26Q: 3 clusters Score -2.158816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -21588174.000000 Penalty: 5988.260742
	Iteration 27Q: 3 clusters Score -2.158817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -21588156.000000 Penalty: 5988.260742
	Iteration 28Q: 3 clusters Score -2.158816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -21588154.000000 Penalty: 5988.260742
	Iteration 29Q: 3 clusters Score -2.158815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -21588152.000000 Penalty: 5988.260742
	Iteration 30Q: 3 clusters Score -2.158815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -21588152.000000 Penalty: 5988.260742
	Iteration 31F: 3 clusters Score -2.158815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (169709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169709 members 
Entering Unmasked Estep 
Score: -21081088.000000 Penalty: 2986.376465
	Iteration 0F: 2 clusters Score -2.108109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -20972916.000000 Penalty: 5972.752930
	Iteration 0F: 3 clusters Score -2.097292e+07 nChanged 81335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -21019948.000000 Penalty: 5972.752930
	Iteration 1F: 3 clusters Score -2.101995e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -21021466.000000 Penalty: 5972.752930
	Iteration 2Q: 3 clusters Score -2.102147e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -21023904.000000 Penalty: 5972.752930
	Iteration 3Q: 3 clusters Score -2.10239e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -21027618.000000 Penalty: 5972.752930
	Iteration 4Q: 3 clusters Score -2.102762e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71011 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -21033114.000000 Penalty: 5972.752930
	Iteration 5F: 3 clusters Score -2.103311e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 104853 members 
Entering Unmasked Estep 
Score: -21040890.000000 Penalty: 5972.752930
	Iteration 6F: 3 clusters Score -2.104089e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -21050852.000000 Penalty: 5972.752930
	Iteration 7F: 3 clusters Score -2.105085e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -21060248.000000 Penalty: 5972.752930
	Iteration 8F: 3 clusters Score -2.106025e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 120303 members 
Entering Unmasked Estep 
Score: -21065700.000000 Penalty: 5972.752930
	Iteration 9Q: 3 clusters Score -2.10657e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 122591 members 
Entering Unmasked Estep 
Score: -21067730.000000 Penalty: 5972.752930
	Iteration 10Q: 3 clusters Score -2.106773e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -21068756.000000 Penalty: 5972.752930
	Iteration 11Q: 3 clusters Score -2.106876e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 126433 members 
Entering Unmasked Estep 
Score: -21069614.000000 Penalty: 5972.752930
	Iteration 12Q: 3 clusters Score -2.106961e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 128269 members 
Entering Unmasked Estep 
Score: -21070100.000000 Penalty: 5972.752930
	Iteration 13Q: 3 clusters Score -2.10701e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -21070632.000000 Penalty: 5972.752930
	Iteration 14Q: 3 clusters Score -2.107063e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 131797 members 
Entering Unmasked Estep 
Score: -21071260.000000 Penalty: 5972.752930
	Iteration 15Q: 3 clusters Score -2.107126e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -21071944.000000 Penalty: 5972.752930
	Iteration 16Q: 3 clusters Score -2.107194e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 135285 members 
Entering Unmasked Estep 
Score: -21072538.000000 Penalty: 5972.752930
	Iteration 17Q: 3 clusters Score -2.107254e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -21072994.000000 Penalty: 5972.752930
	Iteration 18Q: 3 clusters Score -2.107299e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -21073450.000000 Penalty: 5972.752930
	Iteration 19Q: 3 clusters Score -2.107345e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 140327 members 
Entering Unmasked Estep 
Score: -21073992.000000 Penalty: 5972.752930
	Iteration 20F: 3 clusters Score -2.107399e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -21074604.000000 Penalty: 5972.752930
	Iteration 21Q: 3 clusters Score -2.10746e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 143703 members 
Entering Unmasked Estep 
Score: -21075046.000000 Penalty: 5972.752930
	Iteration 22Q: 3 clusters Score -2.107505e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 145325 members 
Entering Unmasked Estep 
Score: -21075560.000000 Penalty: 5972.752930
	Iteration 23Q: 3 clusters Score -2.107556e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -21076144.000000 Penalty: 5972.752930
	Iteration 24Q: 3 clusters Score -2.107614e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 148944 members 
Entering Unmasked Estep 
Score: -21076730.000000 Penalty: 5972.752930
	Iteration 25Q: 3 clusters Score -2.107673e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 151007 members 
Entering Unmasked Estep 
Score: -21077302.000000 Penalty: 5972.752930
	Iteration 26Q: 3 clusters Score -2.10773e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -21077726.000000 Penalty: 5972.752930
	Iteration 27Q: 3 clusters Score -2.107773e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 154991 members 
Entering Unmasked Estep 
Score: -21078100.000000 Penalty: 5972.752930
	Iteration 28Q: 3 clusters Score -2.10781e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 156917 members 
Entering Unmasked Estep 
Score: -21078200.000000 Penalty: 5972.752930
	Iteration 29Q: 3 clusters Score -2.10782e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -21078368.000000 Penalty: 5972.752930
	Iteration 30Q: 3 clusters Score -2.107837e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 160292 members 
Entering Unmasked Estep 
Score: -21078502.000000 Penalty: 5972.752930
	Iteration 31Q: 3 clusters Score -2.10785e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -21078692.000000 Penalty: 5972.752930
	Iteration 32Q: 3 clusters Score -2.107869e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -21078926.000000 Penalty: 5972.752930
	Iteration 33Q: 3 clusters Score -2.107893e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -21078978.000000 Penalty: 5972.752930
	Iteration 34Q: 3 clusters Score -2.107898e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 165138 members 
Entering Unmasked Estep 
Score: -21078902.000000 Penalty: 5972.752930
	Iteration 35Q: 3 clusters Score -2.10789e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 165915 members 
Entering Unmasked Estep 
Score: -21078894.000000 Penalty: 5972.752930
	Iteration 36Q: 3 clusters Score -2.107889e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -21078912.000000 Penalty: 5972.752930
	Iteration 37Q: 3 clusters Score -2.107891e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -21078930.000000 Penalty: 5972.752930
	Iteration 38Q: 3 clusters Score -2.107893e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 167375 members 
Entering Unmasked Estep 
Score: -21078916.000000 Penalty: 5972.752930
	Iteration 39Q: 3 clusters Score -2.107892e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -21078944.000000 Penalty: 5972.752930
	Iteration 40F: 3 clusters Score -2.107894e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 168012 members 
Entering Unmasked Estep 
Score: -21078922.000000 Penalty: 5972.752930
	Iteration 41Q: 3 clusters Score -2.107892e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 168217 members 
Entering Unmasked Estep 
Score: -21078934.000000 Penalty: 5972.752930
	Iteration 42Q: 3 clusters Score -2.107893e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -21078912.000000 Penalty: 5972.752930
	Iteration 43Q: 3 clusters Score -2.107891e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 168500 members 
Entering Unmasked Estep 
Score: -21078856.000000 Penalty: 5972.752930
	Iteration 44Q: 3 clusters Score -2.107886e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 168598 members 
Entering Unmasked Estep 
Score: -21078888.000000 Penalty: 5972.752930
	Iteration 45Q: 3 clusters Score -2.107889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 168658 members 
Entering Unmasked Estep 
Score: -21078906.000000 Penalty: 5972.752930
	Iteration 46Q: 3 clusters Score -2.107891e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168726 members 
Entering Unmasked Estep 
Score: -21078900.000000 Penalty: 5972.752930
	Iteration 47Q: 3 clusters Score -2.10789e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 168777 members 
Entering Unmasked Estep 
Score: -21078878.000000 Penalty: 5972.752930
	Iteration 48Q: 3 clusters Score -2.107888e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -21078886.000000 Penalty: 5972.752930
	Iteration 49Q: 3 clusters Score -2.107889e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -21078872.000000 Penalty: 5972.752930
	Iteration 50Q: 3 clusters Score -2.107887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 168893 members 
Entering Unmasked Estep 
Score: -21078880.000000 Penalty: 5972.752930
	Iteration 51Q: 3 clusters Score -2.107888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 168915 members 
Entering Unmasked Estep 
Score: -21078868.000000 Penalty: 5972.752930
	Iteration 52Q: 3 clusters Score -2.107887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 168931 members 
Entering Unmasked Estep 
Score: -21078868.000000 Penalty: 5972.752930
	Iteration 53Q: 3 clusters Score -2.107887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -21078866.000000 Penalty: 5972.752930
	Iteration 54Q: 3 clusters Score -2.107887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -21078866.000000 Penalty: 5972.752930
	Iteration 55Q: 3 clusters Score -2.107887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 168965 members 
Entering Unmasked Estep 
Score: -21078868.000000 Penalty: 5972.752930
	Iteration 56Q: 3 clusters Score -2.107887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 168975 members 
Entering Unmasked Estep 
Score: -21078870.000000 Penalty: 5972.752930
	Iteration 57Q: 3 clusters Score -2.107887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 168985 members 
Entering Unmasked Estep 
Score: -21078886.000000 Penalty: 5972.752930
	Iteration 58Q: 3 clusters Score -2.107889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 169001 members 
Entering Unmasked Estep 
Score: -21078876.000000 Penalty: 5972.752930
	Iteration 59Q: 3 clusters Score -2.107888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 169011 members 
Entering Unmasked Estep 
Score: -21078868.000000 Penalty: 5972.752930
	Iteration 60F: 3 clusters Score -2.107887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -21078876.000000 Penalty: 5972.752930
	Iteration 61Q: 3 clusters Score -2.107888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 169030 members 
Entering Unmasked Estep 
Score: -21078876.000000 Penalty: 5972.752930
	Iteration 62Q: 3 clusters Score -2.107888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 169036 members 
Entering Unmasked Estep 
Score: -21078862.000000 Penalty: 5972.752930
	Iteration 63Q: 3 clusters Score -2.107886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -21078866.000000 Penalty: 5972.752930
	Iteration 64Q: 3 clusters Score -2.107887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -21078862.000000 Penalty: 5972.752930
	Iteration 65Q: 3 clusters Score -2.107886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -21078852.000000 Penalty: 5972.752930
	Iteration 66Q: 3 clusters Score -2.107885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 169063 members 
Entering Unmasked Estep 
Score: -21078852.000000 Penalty: 5972.752930
	Iteration 67Q: 3 clusters Score -2.107885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -21078842.000000 Penalty: 5972.752930
	Iteration 68Q: 3 clusters Score -2.107884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 169070 members 
Entering Unmasked Estep 
Score: -21078854.000000 Penalty: 5972.752930
	Iteration 69Q: 3 clusters Score -2.107885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -21078848.000000 Penalty: 5972.752930
	Iteration 70Q: 3 clusters Score -2.107885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 169077 members 
Entering Unmasked Estep 
Score: -21078844.000000 Penalty: 5972.752930
	Iteration 71Q: 3 clusters Score -2.107884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -21078848.000000 Penalty: 5972.752930
	Iteration 72Q: 3 clusters Score -2.107885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -21078848.000000 Penalty: 5972.752930
	Iteration 73F: 3 clusters Score -2.107885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -112406.210938 Penalty: 1717.303955
	Iteration 0F: 2 clusters Score -112406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110449.695312 Penalty: 3434.607910
	Iteration 0F: 3 clusters Score -110449.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110756.875000 Penalty: 3434.607910
	Iteration 1F: 3 clusters Score -110756.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110875.750000 Penalty: 3434.607910
	Iteration 2F: 3 clusters Score -110875.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -110950.656250 Penalty: 3434.607910
	Iteration 3Q: 3 clusters Score -110950.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111001.351562 Penalty: 3434.607910
	Iteration 4Q: 3 clusters Score -111001.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111036.320312 Penalty: 3434.607910
	Iteration 5Q: 3 clusters Score -111036.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -111071.750000 Penalty: 3434.607910
	Iteration 6Q: 3 clusters Score -111071.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -111102.656250 Penalty: 3434.607910
	Iteration 7Q: 3 clusters Score -111102.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -111128.828125 Penalty: 3434.607910
	Iteration 8Q: 3 clusters Score -111128.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111152.757812 Penalty: 3434.607910
	Iteration 9Q: 3 clusters Score -111152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111176.734375 Penalty: 3434.607910
	Iteration 10Q: 3 clusters Score -111176.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -111212.875000 Penalty: 3434.607910
	Iteration 11Q: 3 clusters Score -111212.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111251.304688 Penalty: 3434.607910
	Iteration 12Q: 3 clusters Score -111251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -111290.765625 Penalty: 3434.607910
	Iteration 13Q: 3 clusters Score -111290.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111376.023438 Penalty: 3434.607910
	Iteration 14Q: 3 clusters Score -111376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111517.500000 Penalty: 3434.607910
	Iteration 15Q: 3 clusters Score -111517.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111618.523438 Penalty: 3434.607910
	Iteration 16Q: 3 clusters Score -111618.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111754.796875 Penalty: 3434.607910
	Iteration 17Q: 3 clusters Score -111754.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111964.164062 Penalty: 3434.607910
	Iteration 18Q: 3 clusters Score -111964.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112204.765625 Penalty: 3434.607910
	Iteration 19Q: 3 clusters Score -112204.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112291.921875 Penalty: 3434.607910
	Iteration 20F: 3 clusters Score -112291.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -112401.359375 Penalty: 3434.607910
	Iteration 21Q: 3 clusters Score -112401.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112606.171875 Penalty: 3434.607910
	Iteration 22Q: 3 clusters Score -112606.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112754.210938 Penalty: 3434.607910
	Iteration 23Q: 3 clusters Score -112754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112788.890625 Penalty: 3434.607910
	Iteration 24Q: 3 clusters Score -112788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112796.421875 Penalty: 3434.607910
	Iteration 25Q: 3 clusters Score -112796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112796.421875 Penalty: 3434.607910
	Iteration 26F: 3 clusters Score -112796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 93721 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 83452 members 
Mstep: Class 5 contains 78774 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 159273 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 175254 members 
Mstep: Class 13 contains 67158 members 
Mstep: Class 14 contains 45205 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 190623 members 
Mstep: Class 19 contains 175099 members 
Mstep: Class 20 contains 169709 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 52952 members 
Mstep: Class 23 contains 80339 members 
Mstep: Class 24 contains 154650 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 11528 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 437 members 
Entering Unmasked Estep 
Score: -194707872.000000 Penalty: 102794.593750
Splitting cluster 21 changes total score from -194709408.000000 to -194707872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (52952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Entering Unmasked Estep 
Score: -6585510.000000 Penalty: 2697.531006
	Iteration 0F: 2 clusters Score -6585510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -6550073.000000 Penalty: 5395.062012
	Iteration 0F: 3 clusters Score -6550073 nChanged 24407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -6563789.500000 Penalty: 5395.062012
	Iteration 1F: 3 clusters Score -6563790 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -6564687.500000 Penalty: 5395.062012
	Iteration 2Q: 3 clusters Score -6564688 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -6565838.500000 Penalty: 5395.062012
	Iteration 3Q: 3 clusters Score -6565838 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -6567647.500000 Penalty: 5395.062012
	Iteration 4F: 3 clusters Score -6567648 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6570290.500000 Penalty: 5395.062012
	Iteration 5F: 3 clusters Score -6570290 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -6573612.500000 Penalty: 5395.062012
	Iteration 6F: 3 clusters Score -6573612 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -6577114.500000 Penalty: 5395.062012
	Iteration 7F: 3 clusters Score -6577114 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -6579735.500000 Penalty: 5395.062012
	Iteration 8F: 3 clusters Score -6579736 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -6581058.500000 Penalty: 5395.062012
	Iteration 9Q: 3 clusters Score -6581058 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -6581633.000000 Penalty: 5395.062012
	Iteration 10Q: 3 clusters Score -6581633 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -6581978.000000 Penalty: 5395.062012
	Iteration 11Q: 3 clusters Score -6581978 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -6582176.000000 Penalty: 5395.062012
	Iteration 12Q: 3 clusters Score -6582176 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 47012 members 
Entering Unmasked Estep 
Score: -6582346.500000 Penalty: 5395.062012
	Iteration 13Q: 3 clusters Score -6582346 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6582464.500000 Penalty: 5395.062012
	Iteration 14Q: 3 clusters Score -6582464 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -6582541.000000 Penalty: 5395.062012
	Iteration 15Q: 3 clusters Score -6582541 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -6582600.000000 Penalty: 5395.062012
	Iteration 16Q: 3 clusters Score -6582600 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -6582712.000000 Penalty: 5395.062012
	Iteration 17Q: 3 clusters Score -6582712 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6582806.000000 Penalty: 5395.062012
	Iteration 18Q: 3 clusters Score -6582806 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -6582866.000000 Penalty: 5395.062012
	Iteration 19Q: 3 clusters Score -6582866 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6582926.500000 Penalty: 5395.062012
	Iteration 20F: 3 clusters Score -6582926 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6582990.500000 Penalty: 5395.062012
	Iteration 21Q: 3 clusters Score -6582990 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -6583034.500000 Penalty: 5395.062012
	Iteration 22Q: 3 clusters Score -6583034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -6583098.000000 Penalty: 5395.062012
	Iteration 23Q: 3 clusters Score -6583098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6583130.000000 Penalty: 5395.062012
	Iteration 24Q: 3 clusters Score -6583130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6583157.500000 Penalty: 5395.062012
	Iteration 25Q: 3 clusters Score -6583158 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -6583162.500000 Penalty: 5395.062012
	Iteration 26Q: 3 clusters Score -6583162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6583196.500000 Penalty: 5395.062012
	Iteration 27Q: 3 clusters Score -6583196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -6583209.000000 Penalty: 5395.062012
	Iteration 28Q: 3 clusters Score -6583209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -6583214.000000 Penalty: 5395.062012
	Iteration 29Q: 3 clusters Score -6583214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -6583228.000000 Penalty: 5395.062012
	Iteration 30Q: 3 clusters Score -6583228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -6583248.000000 Penalty: 5395.062012
	Iteration 31Q: 3 clusters Score -6583248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -6583260.500000 Penalty: 5395.062012
	Iteration 32Q: 3 clusters Score -6583260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6583256.000000 Penalty: 5395.062012
	Iteration 33Q: 3 clusters Score -6583256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -6583266.500000 Penalty: 5395.062012
	Iteration 34Q: 3 clusters Score -6583266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6583265.500000 Penalty: 5395.062012
	Iteration 35Q: 3 clusters Score -6583266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -6583279.000000 Penalty: 5395.062012
	Iteration 36Q: 3 clusters Score -6583279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -6583287.000000 Penalty: 5395.062012
	Iteration 37Q: 3 clusters Score -6583287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6583284.500000 Penalty: 5395.062012
	Iteration 38Q: 3 clusters Score -6583284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6583285.500000 Penalty: 5395.062012
	Iteration 39Q: 3 clusters Score -6583286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6583281.000000 Penalty: 5395.062012
	Iteration 40F: 3 clusters Score -6583281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -6583283.000000 Penalty: 5395.062012
	Iteration 41Q: 3 clusters Score -6583283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6583281.000000 Penalty: 5395.062012
	Iteration 42Q: 3 clusters Score -6583281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6583280.500000 Penalty: 5395.062012
	Iteration 43Q: 3 clusters Score -6583280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6583293.000000 Penalty: 5395.062012
	Iteration 44Q: 3 clusters Score -6583293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -6583291.000000 Penalty: 5395.062012
	Iteration 45Q: 3 clusters Score -6583291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -6583298.000000 Penalty: 5395.062012
	Iteration 46Q: 3 clusters Score -6583298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -6583311.500000 Penalty: 5395.062012
	Iteration 47Q: 3 clusters Score -6583312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6583329.500000 Penalty: 5395.062012
	Iteration 48Q: 3 clusters Score -6583330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6583320.500000 Penalty: 5395.062012
	Iteration 49Q: 3 clusters Score -6583320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6583340.000000 Penalty: 5395.062012
	Iteration 50Q: 3 clusters Score -6583340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6583335.500000 Penalty: 5395.062012
	Iteration 51Q: 3 clusters Score -6583336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6583349.500000 Penalty: 5395.062012
	Iteration 52Q: 3 clusters Score -6583350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6583352.500000 Penalty: 5395.062012
	Iteration 53Q: 3 clusters Score -6583352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -6583348.500000 Penalty: 5395.062012
	Iteration 54Q: 3 clusters Score -6583348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6583354.000000 Penalty: 5395.062012
	Iteration 55Q: 3 clusters Score -6583354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6583355.500000 Penalty: 5395.062012
	Iteration 56Q: 3 clusters Score -6583356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6583359.500000 Penalty: 5395.062012
	Iteration 57Q: 3 clusters Score -6583360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -6583364.000000 Penalty: 5395.062012
	Iteration 58Q: 3 clusters Score -6583364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6583361.000000 Penalty: 5395.062012
	Iteration 59Q: 3 clusters Score -6583361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -6583354.000000 Penalty: 5395.062012
	Iteration 60F: 3 clusters Score -6583354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -6583352.500000 Penalty: 5395.062012
	Iteration 61Q: 3 clusters Score -6583352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -6583355.500000 Penalty: 5395.062012
	Iteration 62Q: 3 clusters Score -6583356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -6583355.500000 Penalty: 5395.062012
	Iteration 63F: 3 clusters Score -6583356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80339 members 
Entering Unmasked Estep 
Score: -9996424.000000 Penalty: 2800.914551
	Iteration 0F: 2 clusters Score -9996424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -9942793.000000 Penalty: 5601.829102
	Iteration 0F: 3 clusters Score -9942793 nChanged 37466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -9963814.000000 Penalty: 5601.829102
	Iteration 1F: 3 clusters Score -9963814 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9964531.000000 Penalty: 5601.829102
	Iteration 2Q: 3 clusters Score -9964531 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -9965268.000000 Penalty: 5601.829102
	Iteration 3Q: 3 clusters Score -9965268 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -9966343.000000 Penalty: 5601.829102
	Iteration 4Q: 3 clusters Score -9966343 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -9967838.000000 Penalty: 5601.829102
	Iteration 5Q: 3 clusters Score -9967838 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -9969747.000000 Penalty: 5601.829102
	Iteration 6Q: 3 clusters Score -9969747 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -9972423.000000 Penalty: 5601.829102
	Iteration 7F: 3 clusters Score -9972423 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -9975562.000000 Penalty: 5601.829102
	Iteration 8F: 3 clusters Score -9975562 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -9979025.000000 Penalty: 5601.829102
	Iteration 9F: 3 clusters Score -9979025 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -9982549.000000 Penalty: 5601.829102
	Iteration 10F: 3 clusters Score -9982549 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -9985626.000000 Penalty: 5601.829102
	Iteration 11F: 3 clusters Score -9985626 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -9988284.000000 Penalty: 5601.829102
	Iteration 12Q: 3 clusters Score -9988284 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -9990385.000000 Penalty: 5601.829102
	Iteration 13Q: 3 clusters Score -9990385 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -9991719.000000 Penalty: 5601.829102
	Iteration 14Q: 3 clusters Score -9991719 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -9992562.000000 Penalty: 5601.829102
	Iteration 15Q: 3 clusters Score -9992562 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -9993070.000000 Penalty: 5601.829102
	Iteration 16Q: 3 clusters Score -9993070 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -9993378.000000 Penalty: 5601.829102
	Iteration 17Q: 3 clusters Score -9993378 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -9993585.000000 Penalty: 5601.829102
	Iteration 18Q: 3 clusters Score -9993585 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 79426 members 
Entering Unmasked Estep 
Score: -9993723.000000 Penalty: 5601.829102
	Iteration 19Q: 3 clusters Score -9993723 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -9993845.000000 Penalty: 5601.829102
	Iteration 20F: 3 clusters Score -9993845 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -9993905.000000 Penalty: 5601.829102
	Iteration 21Q: 3 clusters Score -9993905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -9993948.000000 Penalty: 5601.829102
	Iteration 22Q: 3 clusters Score -9993948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -9993965.000000 Penalty: 5601.829102
	Iteration 23Q: 3 clusters Score -9993965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -9993997.000000 Penalty: 5601.829102
	Iteration 24Q: 3 clusters Score -9993997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -9994017.000000 Penalty: 5601.829102
	Iteration 25Q: 3 clusters Score -9994017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 79741 members 
Entering Unmasked Estep 
Score: -9994034.000000 Penalty: 5601.829102
	Iteration 26Q: 3 clusters Score -9994034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -9994046.000000 Penalty: 5601.829102
	Iteration 27Q: 3 clusters Score -9994046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -9994063.000000 Penalty: 5601.829102
	Iteration 28Q: 3 clusters Score -9994063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -9994068.000000 Penalty: 5601.829102
	Iteration 29Q: 3 clusters Score -9994068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -9994070.000000 Penalty: 5601.829102
	Iteration 30Q: 3 clusters Score -9994070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -9994075.000000 Penalty: 5601.829102
	Iteration 31Q: 3 clusters Score -9994075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9994079.000000 Penalty: 5601.829102
	Iteration 32Q: 3 clusters Score -9994079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9994083.000000 Penalty: 5601.829102
	Iteration 33Q: 3 clusters Score -9994083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9994083.000000 Penalty: 5601.829102
	Iteration 34Q: 3 clusters Score -9994083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -9994089.000000 Penalty: 5601.829102
	Iteration 35Q: 3 clusters Score -9994089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9994086.000000 Penalty: 5601.829102
	Iteration 36Q: 3 clusters Score -9994086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -9994086.000000 Penalty: 5601.829102
	Iteration 37F: 3 clusters Score -9994086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (154650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Entering Unmasked Estep 
Score: -18946026.000000 Penalty: 2963.332031
	Iteration 0F: 2 clusters Score -1.894603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -18842618.000000 Penalty: 5926.664062
	Iteration 0F: 3 clusters Score -1.884262e+07 nChanged 73989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -18885740.000000 Penalty: 5926.664062
	Iteration 1F: 3 clusters Score -1.888574e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -18886964.000000 Penalty: 5926.664062
	Iteration 2Q: 3 clusters Score -1.888696e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 89002 members 
Entering Unmasked Estep 
Score: -18888874.000000 Penalty: 5926.664062
	Iteration 3Q: 3 clusters Score -1.888887e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -18891806.000000 Penalty: 5926.664062
	Iteration 4Q: 3 clusters Score -1.889181e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -18897460.000000 Penalty: 5926.664062
	Iteration 5F: 3 clusters Score -1.889746e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 116282 members 
Entering Unmasked Estep 
Score: -18906800.000000 Penalty: 5926.664062
	Iteration 6F: 3 clusters Score -1.89068e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 129308 members 
Entering Unmasked Estep 
Score: -18918928.000000 Penalty: 5926.664062
	Iteration 7F: 3 clusters Score -1.891893e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -18929748.000000 Penalty: 5926.664062
	Iteration 8F: 3 clusters Score -1.892975e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -18936972.000000 Penalty: 5926.664062
	Iteration 9Q: 3 clusters Score -1.893697e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -18940688.000000 Penalty: 5926.664062
	Iteration 10Q: 3 clusters Score -1.894069e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 153182 members 
Entering Unmasked Estep 
Score: -18942200.000000 Penalty: 5926.664062
	Iteration 11Q: 3 clusters Score -1.89422e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 153824 members 
Entering Unmasked Estep 
Score: -18942770.000000 Penalty: 5926.664062
	Iteration 12Q: 3 clusters Score -1.894277e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 154066 members 
Entering Unmasked Estep 
Score: -18943058.000000 Penalty: 5926.664062
	Iteration 13Q: 3 clusters Score -1.894306e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -18943164.000000 Penalty: 5926.664062
	Iteration 14Q: 3 clusters Score -1.894316e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 154235 members 
Entering Unmasked Estep 
Score: -18943246.000000 Penalty: 5926.664062
	Iteration 15Q: 3 clusters Score -1.894325e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 154262 members 
Entering Unmasked Estep 
Score: -18943274.000000 Penalty: 5926.664062
	Iteration 16Q: 3 clusters Score -1.894327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -18943290.000000 Penalty: 5926.664062
	Iteration 17Q: 3 clusters Score -1.894329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 154290 members 
Entering Unmasked Estep 
Score: -18943318.000000 Penalty: 5926.664062
	Iteration 18Q: 3 clusters Score -1.894332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -18943326.000000 Penalty: 5926.664062
	Iteration 19Q: 3 clusters Score -1.894333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -18943348.000000 Penalty: 5926.664062
	Iteration 20F: 3 clusters Score -1.894335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -18943372.000000 Penalty: 5926.664062
	Iteration 21Q: 3 clusters Score -1.894337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -18943374.000000 Penalty: 5926.664062
	Iteration 22Q: 3 clusters Score -1.894337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -18943380.000000 Penalty: 5926.664062
	Iteration 23Q: 3 clusters Score -1.894338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154321 members 
Entering Unmasked Estep 
Score: -18943380.000000 Penalty: 5926.664062
	Iteration 24F: 3 clusters Score -1.894338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Entering Unmasked Estep 
Score: -1294521.000000 Penalty: 2300.595703
	Iteration 0F: 2 clusters Score -1294521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1286470.250000 Penalty: 4601.191406
	Iteration 0F: 3 clusters Score -1286470 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1288852.375000 Penalty: 4601.191406
	Iteration 1F: 3 clusters Score -1288852 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1289200.125000 Penalty: 4601.191406
	Iteration 2F: 3 clusters Score -1289200 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1289447.375000 Penalty: 4601.191406
	Iteration 3Q: 3 clusters Score -1289447 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1289689.000000 Penalty: 4601.191406
	Iteration 4Q: 3 clusters Score -1289689 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1289958.500000 Penalty: 4601.191406
	Iteration 5Q: 3 clusters Score -1289958 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1290268.875000 Penalty: 4601.191406
	Iteration 6Q: 3 clusters Score -1290269 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1290638.875000 Penalty: 4601.191406
	Iteration 7F: 3 clusters Score -1290639 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1291037.500000 Penalty: 4601.191406
	Iteration 8F: 3 clusters Score -1291038 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1291441.750000 Penalty: 4601.191406
	Iteration 9F: 3 clusters Score -1291442 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1291792.000000 Penalty: 4601.191406
	Iteration 10Q: 3 clusters Score -1291792 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1292099.250000 Penalty: 4601.191406
	Iteration 11Q: 3 clusters Score -1292099 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1292352.875000 Penalty: 4601.191406
	Iteration 12Q: 3 clusters Score -1292353 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1292558.750000 Penalty: 4601.191406
	Iteration 13Q: 3 clusters Score -1292559 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1292703.875000 Penalty: 4601.191406
	Iteration 14Q: 3 clusters Score -1292704 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1292822.875000 Penalty: 4601.191406
	Iteration 15Q: 3 clusters Score -1292823 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1292897.000000 Penalty: 4601.191406
	Iteration 16Q: 3 clusters Score -1292897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1292950.875000 Penalty: 4601.191406
	Iteration 17Q: 3 clusters Score -1292951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1292975.375000 Penalty: 4601.191406
	Iteration 18Q: 3 clusters Score -1292975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1292990.500000 Penalty: 4601.191406
	Iteration 19Q: 3 clusters Score -1292990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1293002.500000 Penalty: 4601.191406
	Iteration 20F: 3 clusters Score -1293002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1293012.125000 Penalty: 4601.191406
	Iteration 21Q: 3 clusters Score -1293012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1293028.125000 Penalty: 4601.191406
	Iteration 22Q: 3 clusters Score -1293028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1293038.500000 Penalty: 4601.191406
	Iteration 23Q: 3 clusters Score -1293038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1293046.875000 Penalty: 4601.191406
	Iteration 24Q: 3 clusters Score -1293047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1293054.125000 Penalty: 4601.191406
	Iteration 25Q: 3 clusters Score -1293054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1293063.125000 Penalty: 4601.191406
	Iteration 26Q: 3 clusters Score -1293063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1293064.125000 Penalty: 4601.191406
	Iteration 27Q: 3 clusters Score -1293064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1293065.500000 Penalty: 4601.191406
	Iteration 28Q: 3 clusters Score -1293066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1293066.500000 Penalty: 4601.191406
	Iteration 29Q: 3 clusters Score -1293066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1293069.375000 Penalty: 4601.191406
	Iteration 30Q: 3 clusters Score -1293069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1293069.375000 Penalty: 4601.191406
	Iteration 31F: 3 clusters Score -1293069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Entering Unmasked Estep 
Score: -1320120.000000 Penalty: 2319.428467
	Iteration 0F: 2 clusters Score -1320120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1311428.250000 Penalty: 4638.856934
	Iteration 0F: 3 clusters Score -1311428 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1314133.000000 Penalty: 4638.856934
	Iteration 1F: 3 clusters Score -1314133 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1314657.375000 Penalty: 4638.856934
	Iteration 2F: 3 clusters Score -1314657 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1315056.750000 Penalty: 4638.856934
	Iteration 3F: 3 clusters Score -1315057 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1315410.375000 Penalty: 4638.856934
	Iteration 4F: 3 clusters Score -1315410 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1315758.625000 Penalty: 4638.856934
	Iteration 5F: 3 clusters Score -1315759 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1316125.125000 Penalty: 4638.856934
	Iteration 6F: 3 clusters Score -1316125 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1316542.125000 Penalty: 4638.856934
	Iteration 7F: 3 clusters Score -1316542 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1317045.500000 Penalty: 4638.856934
	Iteration 8F: 3 clusters Score -1317046 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1317590.375000 Penalty: 4638.856934
	Iteration 9F: 3 clusters Score -1317590 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1318042.875000 Penalty: 4638.856934
	Iteration 10Q: 3 clusters Score -1318043 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1318354.750000 Penalty: 4638.856934
	Iteration 11Q: 3 clusters Score -1318355 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1318512.875000 Penalty: 4638.856934
	Iteration 12Q: 3 clusters Score -1318513 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1318585.625000 Penalty: 4638.856934
	Iteration 13Q: 3 clusters Score -1318586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1318622.500000 Penalty: 4638.856934
	Iteration 14Q: 3 clusters Score -1318622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1318648.625000 Penalty: 4638.856934
	Iteration 15Q: 3 clusters Score -1318649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1318657.750000 Penalty: 4638.856934
	Iteration 16Q: 3 clusters Score -1318658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1318668.750000 Penalty: 4638.856934
	Iteration 17Q: 3 clusters Score -1318669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1318674.875000 Penalty: 4638.856934
	Iteration 18Q: 3 clusters Score -1318675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1318685.250000 Penalty: 4638.856934
	Iteration 19Q: 3 clusters Score -1318685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1318686.125000 Penalty: 4638.856934
	Iteration 20F: 3 clusters Score -1318686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1318691.625000 Penalty: 4638.856934
	Iteration 21Q: 3 clusters Score -1318692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1318690.375000 Penalty: 4638.856934
	Iteration 22Q: 3 clusters Score -1318690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1318693.125000 Penalty: 4638.856934
	Iteration 23Q: 3 clusters Score -1318693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1318693.125000 Penalty: 4638.856934
	Iteration 24Q: 3 clusters Score -1318693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1318695.875000 Penalty: 4638.856934
	Iteration 25Q: 3 clusters Score -1318696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1318698.375000 Penalty: 4638.856934
	Iteration 26Q: 3 clusters Score -1318698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1318698.500000 Penalty: 4638.856934
	Iteration 27Q: 3 clusters Score -1318698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1318697.375000 Penalty: 4638.856934
	Iteration 28Q: 3 clusters Score -1318697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1318696.375000 Penalty: 4638.856934
	Iteration 29Q: 3 clusters Score -1318696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1318697.625000 Penalty: 4638.856934
	Iteration 30Q: 3 clusters Score -1318698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1318699.250000 Penalty: 4638.856934
	Iteration 31Q: 3 clusters Score -1318699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1318697.875000 Penalty: 4638.856934
	Iteration 32Q: 3 clusters Score -1318698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1318699.250000 Penalty: 4638.856934
	Iteration 33Q: 3 clusters Score -1318699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1318699.250000 Penalty: 4638.856934
	Iteration 34F: 3 clusters Score -1318699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139280.593750 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139280.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139597.390625 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139597.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139699.953125 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -139700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -139784.734375 Penalty: 3543.625977
	Iteration 3Q: 3 clusters Score -139784.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139848.531250 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -139848.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -139921.578125 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -139921.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140000.390625 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -140000.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -140118.062500 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -140118.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -140366.359375 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -140366.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140687.218750 Penalty: 3543.625977
	Iteration 9F: 3 clusters Score -140687.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141071.062500 Penalty: 3543.625977
	Iteration 10F: 3 clusters Score -141071.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141627.125000 Penalty: 3543.625977
	Iteration 11F: 3 clusters Score -141627.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -141837.640625 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -141837.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -141894.171875 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -141894.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -141923.078125 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -141923.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -141936.859375 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -141936.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141948.375000 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -141948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -141956.828125 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -141956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141969.296875 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -141969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -141982.718750 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -141982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -141985.578125 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -141985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 93721 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 83452 members 
Mstep: Class 5 contains 78774 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 159273 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 175254 members 
Mstep: Class 13 contains 67158 members 
Mstep: Class 14 contains 45205 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 190623 members 
Mstep: Class 19 contains 175099 members 
Mstep: Class 20 contains 169709 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52952 members 
Mstep: Class 23 contains 80339 members 
Mstep: Class 24 contains 154650 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 11528 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 695 members 
Entering Unmasked Estep 
Score: -194708176.000000 Penalty: 102794.593750
Splitting cluster 27 changes total score from -194709408.000000 to -194708176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (5910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Entering Unmasked Estep 
Score: -718595.062500 Penalty: 2153.731689
	Iteration 0F: 2 clusters Score -718595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -713532.750000 Penalty: 4307.463379
	Iteration 0F: 3 clusters Score -713532.8 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -714784.000000 Penalty: 4307.463379
	Iteration 1F: 3 clusters Score -714784 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -715045.062500 Penalty: 4307.463379
	Iteration 2F: 3 clusters Score -715045.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -715262.875000 Penalty: 4307.463379
	Iteration 3F: 3 clusters Score -715262.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -715444.375000 Penalty: 4307.463379
	Iteration 4Q: 3 clusters Score -715444.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -715632.625000 Penalty: 4307.463379
	Iteration 5Q: 3 clusters Score -715632.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -715814.312500 Penalty: 4307.463379
	Iteration 6Q: 3 clusters Score -715814.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -716000.000000 Penalty: 4307.463379
	Iteration 7Q: 3 clusters Score -716000 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -716157.250000 Penalty: 4307.463379
	Iteration 8Q: 3 clusters Score -716157.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -716287.312500 Penalty: 4307.463379
	Iteration 9Q: 3 clusters Score -716287.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -716377.000000 Penalty: 4307.463379
	Iteration 10Q: 3 clusters Score -716377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -716454.500000 Penalty: 4307.463379
	Iteration 11Q: 3 clusters Score -716454.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -716518.000000 Penalty: 4307.463379
	Iteration 12Q: 3 clusters Score -716518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -716572.062500 Penalty: 4307.463379
	Iteration 13Q: 3 clusters Score -716572.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -716609.250000 Penalty: 4307.463379
	Iteration 14Q: 3 clusters Score -716609.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -716634.687500 Penalty: 4307.463379
	Iteration 15Q: 3 clusters Score -716634.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -716660.000000 Penalty: 4307.463379
	Iteration 16Q: 3 clusters Score -716660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -716684.625000 Penalty: 4307.463379
	Iteration 17Q: 3 clusters Score -716684.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -716701.125000 Penalty: 4307.463379
	Iteration 18Q: 3 clusters Score -716701.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -716714.687500 Penalty: 4307.463379
	Iteration 19Q: 3 clusters Score -716714.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -716727.125000 Penalty: 4307.463379
	Iteration 20F: 3 clusters Score -716727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -716734.875000 Penalty: 4307.463379
	Iteration 21Q: 3 clusters Score -716734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -716744.500000 Penalty: 4307.463379
	Iteration 22Q: 3 clusters Score -716744.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -716759.250000 Penalty: 4307.463379
	Iteration 23Q: 3 clusters Score -716759.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -716774.562500 Penalty: 4307.463379
	Iteration 24Q: 3 clusters Score -716774.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -716793.125000 Penalty: 4307.463379
	Iteration 25Q: 3 clusters Score -716793.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -716808.687500 Penalty: 4307.463379
	Iteration 26Q: 3 clusters Score -716808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -716818.437500 Penalty: 4307.463379
	Iteration 27Q: 3 clusters Score -716818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -716826.750000 Penalty: 4307.463379
	Iteration 28Q: 3 clusters Score -716826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -716829.312500 Penalty: 4307.463379
	Iteration 29Q: 3 clusters Score -716829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -716834.750000 Penalty: 4307.463379
	Iteration 30Q: 3 clusters Score -716834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -716837.562500 Penalty: 4307.463379
	Iteration 31Q: 3 clusters Score -716837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -716839.937500 Penalty: 4307.463379
	Iteration 32Q: 3 clusters Score -716839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -716842.312500 Penalty: 4307.463379
	Iteration 33Q: 3 clusters Score -716842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -716845.125000 Penalty: 4307.463379
	Iteration 34Q: 3 clusters Score -716845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -716847.187500 Penalty: 4307.463379
	Iteration 35Q: 3 clusters Score -716847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -716847.187500 Penalty: 4307.463379
	Iteration 36F: 3 clusters Score -716847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 93721 members 
Mstep: Class 3 contains 5978 members 
Mstep: Class 4 contains 83452 members 
Mstep: Class 5 contains 78774 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 159273 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 175254 members 
Mstep: Class 13 contains 67158 members 
Mstep: Class 14 contains 45205 members 
Mstep: Class 15 contains 6811 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 190623 members 
Mstep: Class 19 contains 175099 members 
Mstep: Class 20 contains 169709 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52952 members 
Mstep: Class 23 contains 80339 members 
Mstep: Class 24 contains 154650 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 11528 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709680.000000 Penalty: 99249.953125
Iteration 239Q: 29 clusters Score -1.947097e+08 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 93738 members 
Mstep: Class 3 contains 5997 members 
Mstep: Class 4 contains 83530 members 
Mstep: Class 5 contains 78629 members 
Mstep: Class 6 contains 26193 members 
Mstep: Class 7 contains 159301 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 175649 members 
Mstep: Class 13 contains 67184 members 
Mstep: Class 14 contains 45284 members 
Mstep: Class 15 contains 6788 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 189809 members 
Mstep: Class 19 contains 175335 members 
Mstep: Class 20 contains 170081 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 52977 members 
Mstep: Class 23 contains 80371 members 
Mstep: Class 24 contains 154341 members 
Mstep: Class 25 contains 10690 members 
Mstep: Class 26 contains 11505 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709584.000000 Penalty: 99249.953125
Iteration 240F: 29 clusters Score -1.947096e+08 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 93777 members 
Mstep: Class 3 contains 6021 members 
Mstep: Class 4 contains 83667 members 
Mstep: Class 5 contains 78460 members 
Mstep: Class 6 contains 26099 members 
Mstep: Class 7 contains 159331 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 176172 members 
Mstep: Class 13 contains 67214 members 
Mstep: Class 14 contains 45355 members 
Mstep: Class 15 contains 6755 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 188884 members 
Mstep: Class 19 contains 175563 members 
Mstep: Class 20 contains 170395 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53014 members 
Mstep: Class 23 contains 80388 members 
Mstep: Class 24 contains 154022 members 
Mstep: Class 25 contains 10704 members 
Mstep: Class 26 contains 11467 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709584.000000 Penalty: 99249.953125
Iteration 241Q: 29 clusters Score -1.947096e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 93829 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 83816 members 
Mstep: Class 5 contains 78251 members 
Mstep: Class 6 contains 25994 members 
Mstep: Class 7 contains 159391 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 176673 members 
Mstep: Class 13 contains 67262 members 
Mstep: Class 14 contains 45405 members 
Mstep: Class 15 contains 6709 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 187929 members 
Mstep: Class 19 contains 175876 members 
Mstep: Class 20 contains 170659 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53092 members 
Mstep: Class 23 contains 80379 members 
Mstep: Class 24 contains 153714 members 
Mstep: Class 25 contains 10702 members 
Mstep: Class 26 contains 11425 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709600.000000 Penalty: 99249.953125
Iteration 242Q: 29 clusters Score -1.947096e+08 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 93884 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 83984 members 
Mstep: Class 5 contains 78092 members 
Mstep: Class 6 contains 25919 members 
Mstep: Class 7 contains 159399 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 177228 members 
Mstep: Class 13 contains 67297 members 
Mstep: Class 14 contains 45488 members 
Mstep: Class 15 contains 6668 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 186898 members 
Mstep: Class 19 contains 176210 members 
Mstep: Class 20 contains 170867 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53175 members 
Mstep: Class 23 contains 80408 members 
Mstep: Class 24 contains 153319 members 
Mstep: Class 25 contains 10731 members 
Mstep: Class 26 contains 11386 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709680.000000 Penalty: 99249.953125
Iteration 243Q: 29 clusters Score -1.947097e+08 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 93929 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 84155 members 
Mstep: Class 5 contains 77935 members 
Mstep: Class 6 contains 25863 members 
Mstep: Class 7 contains 159394 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 177914 members 
Mstep: Class 13 contains 67339 members 
Mstep: Class 14 contains 45575 members 
Mstep: Class 15 contains 6627 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 185835 members 
Mstep: Class 19 contains 176535 members 
Mstep: Class 20 contains 171023 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53244 members 
Mstep: Class 23 contains 80405 members 
Mstep: Class 24 contains 152919 members 
Mstep: Class 25 contains 10745 members 
Mstep: Class 26 contains 11349 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711040.000000 Penalty: 99249.953125
Iteration 244Q: 29 clusters Score -1.94711e+08 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 94002 members 
Mstep: Class 3 contains 6089 members 
Mstep: Class 4 contains 84328 members 
Mstep: Class 5 contains 77751 members 
Mstep: Class 6 contains 25802 members 
Mstep: Class 7 contains 159363 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 178632 members 
Mstep: Class 13 contains 67413 members 
Mstep: Class 14 contains 45619 members 
Mstep: Class 15 contains 6578 members 
Mstep: Class 16 contains 6860 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 184798 members 
Mstep: Class 19 contains 176856 members 
Mstep: Class 20 contains 171150 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53343 members 
Mstep: Class 23 contains 80419 members 
Mstep: Class 24 contains 152453 members 
Mstep: Class 25 contains 10750 members 
Mstep: Class 26 contains 11326 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711280.000000 Penalty: 99249.953125
Iteration 245Q: 29 clusters Score -1.947113e+08 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 94068 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 84555 members 
Mstep: Class 5 contains 77545 members 
Mstep: Class 6 contains 25734 members 
Mstep: Class 7 contains 159324 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 179235 members 
Mstep: Class 13 contains 67485 members 
Mstep: Class 14 contains 45677 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 183778 members 
Mstep: Class 19 contains 177220 members 
Mstep: Class 20 contains 171233 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53409 members 
Mstep: Class 23 contains 80479 members 
Mstep: Class 24 contains 152046 members 
Mstep: Class 25 contains 10742 members 
Mstep: Class 26 contains 11301 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 6948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711040.000000 Penalty: 99249.953125
Iteration 246Q: 29 clusters Score -1.94711e+08 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 94170 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 84762 members 
Mstep: Class 5 contains 77325 members 
Mstep: Class 6 contains 25710 members 
Mstep: Class 7 contains 159247 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 179896 members 
Mstep: Class 13 contains 67579 members 
Mstep: Class 14 contains 45758 members 
Mstep: Class 15 contains 6461 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 182796 members 
Mstep: Class 19 contains 177567 members 
Mstep: Class 20 contains 171144 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53459 members 
Mstep: Class 23 contains 80554 members 
Mstep: Class 24 contains 151678 members 
Mstep: Class 25 contains 10744 members 
Mstep: Class 26 contains 11277 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 7156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711472.000000 Penalty: 99249.953125
Iteration 247Q: 29 clusters Score -1.947115e+08 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 94222 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 84970 members 
Mstep: Class 5 contains 77106 members 
Mstep: Class 6 contains 25674 members 
Mstep: Class 7 contains 159173 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 915 members 
Mstep: Class 12 contains 180659 members 
Mstep: Class 13 contains 67660 members 
Mstep: Class 14 contains 45856 members 
Mstep: Class 15 contains 6412 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 181747 members 
Mstep: Class 19 contains 178000 members 
Mstep: Class 20 contains 170947 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53511 members 
Mstep: Class 23 contains 80612 members 
Mstep: Class 24 contains 151294 members 
Mstep: Class 25 contains 10759 members 
Mstep: Class 26 contains 11257 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 7389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711696.000000 Penalty: 99249.953125
Iteration 248Q: 29 clusters Score -1.947117e+08 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 94242 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 85173 members 
Mstep: Class 5 contains 76910 members 
Mstep: Class 6 contains 25630 members 
Mstep: Class 7 contains 159140 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 181426 members 
Mstep: Class 13 contains 67771 members 
Mstep: Class 14 contains 45955 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 180665 members 
Mstep: Class 19 contains 178364 members 
Mstep: Class 20 contains 170742 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 53546 members 
Mstep: Class 23 contains 80679 members 
Mstep: Class 24 contains 150959 members 
Mstep: Class 25 contains 10786 members 
Mstep: Class 26 contains 11249 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 7622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711296.000000 Penalty: 99249.953125
Iteration 249Q: 29 clusters Score -1.947113e+08 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 94283 members 
Mstep: Class 3 contains 6233 members 
Mstep: Class 4 contains 85389 members 
Mstep: Class 5 contains 76693 members 
Mstep: Class 6 contains 25592 members 
Mstep: Class 7 contains 159129 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 918 members 
Mstep: Class 12 contains 182245 members 
Mstep: Class 13 contains 67871 members 
Mstep: Class 14 contains 46068 members 
Mstep: Class 15 contains 6276 members 
Mstep: Class 16 contains 6848 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 179554 members 
Mstep: Class 19 contains 178731 members 
Mstep: Class 20 contains 170549 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53569 members 
Mstep: Class 23 contains 80725 members 
Mstep: Class 24 contains 150617 members 
Mstep: Class 25 contains 10823 members 
Mstep: Class 26 contains 11220 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 7854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711616.000000 Penalty: 99249.953125
Iteration 250Q: 29 clusters Score -1.947116e+08 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 94323 members 
Mstep: Class 3 contains 6271 members 
Mstep: Class 4 contains 85571 members 
Mstep: Class 5 contains 76509 members 
Mstep: Class 6 contains 25550 members 
Mstep: Class 7 contains 159111 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 183086 members 
Mstep: Class 13 contains 67968 members 
Mstep: Class 14 contains 46178 members 
Mstep: Class 15 contains 6203 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 178427 members 
Mstep: Class 19 contains 179095 members 
Mstep: Class 20 contains 170371 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53591 members 
Mstep: Class 23 contains 80771 members 
Mstep: Class 24 contains 150267 members 
Mstep: Class 25 contains 10846 members 
Mstep: Class 26 contains 11186 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711808.000000 Penalty: 99249.953125
Iteration 251Q: 29 clusters Score -1.947118e+08 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94326 members 
Mstep: Class 3 contains 6319 members 
Mstep: Class 4 contains 85726 members 
Mstep: Class 5 contains 76350 members 
Mstep: Class 6 contains 25468 members 
Mstep: Class 7 contains 159057 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 921 members 
Mstep: Class 12 contains 183986 members 
Mstep: Class 13 contains 68052 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 6125 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 177278 members 
Mstep: Class 19 contains 179467 members 
Mstep: Class 20 contains 170177 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53626 members 
Mstep: Class 23 contains 80850 members 
Mstep: Class 24 contains 149951 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 11146 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711520.000000 Penalty: 99249.953125
Iteration 252Q: 29 clusters Score -1.947115e+08 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 94318 members 
Mstep: Class 3 contains 6367 members 
Mstep: Class 4 contains 85905 members 
Mstep: Class 5 contains 76195 members 
Mstep: Class 6 contains 25371 members 
Mstep: Class 7 contains 159039 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 922 members 
Mstep: Class 12 contains 184828 members 
Mstep: Class 13 contains 68118 members 
Mstep: Class 14 contains 46401 members 
Mstep: Class 15 contains 6057 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 176293 members 
Mstep: Class 19 contains 179779 members 
Mstep: Class 20 contains 169898 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53662 members 
Mstep: Class 23 contains 80923 members 
Mstep: Class 24 contains 149638 members 
Mstep: Class 25 contains 10894 members 
Mstep: Class 26 contains 11132 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 8591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711696.000000 Penalty: 99249.953125
Iteration 253Q: 29 clusters Score -1.947117e+08 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 94298 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 86087 members 
Mstep: Class 5 contains 76029 members 
Mstep: Class 6 contains 25279 members 
Mstep: Class 7 contains 158976 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 923 members 
Mstep: Class 12 contains 185731 members 
Mstep: Class 13 contains 68203 members 
Mstep: Class 14 contains 46478 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 175341 members 
Mstep: Class 19 contains 179987 members 
Mstep: Class 20 contains 169654 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53674 members 
Mstep: Class 23 contains 80982 members 
Mstep: Class 24 contains 149441 members 
Mstep: Class 25 contains 10909 members 
Mstep: Class 26 contains 11120 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 8844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711056.000000 Penalty: 99249.953125
Iteration 254Q: 29 clusters Score -1.947111e+08 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 94263 members 
Mstep: Class 3 contains 6443 members 
Mstep: Class 4 contains 86236 members 
Mstep: Class 5 contains 75894 members 
Mstep: Class 6 contains 25233 members 
Mstep: Class 7 contains 158899 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 924 members 
Mstep: Class 12 contains 186505 members 
Mstep: Class 13 contains 68285 members 
Mstep: Class 14 contains 46568 members 
Mstep: Class 15 contains 5933 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 174446 members 
Mstep: Class 19 contains 180147 members 
Mstep: Class 20 contains 169449 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53701 members 
Mstep: Class 23 contains 81048 members 
Mstep: Class 24 contains 149252 members 
Mstep: Class 25 contains 10925 members 
Mstep: Class 26 contains 11102 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711520.000000 Penalty: 99249.953125
Iteration 255Q: 29 clusters Score -1.947115e+08 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 94197 members 
Mstep: Class 3 contains 6473 members 
Mstep: Class 4 contains 86415 members 
Mstep: Class 5 contains 75779 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 158859 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 187197 members 
Mstep: Class 13 contains 68359 members 
Mstep: Class 14 contains 46636 members 
Mstep: Class 15 contains 5879 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 173489 members 
Mstep: Class 19 contains 180334 members 
Mstep: Class 20 contains 169275 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53741 members 
Mstep: Class 23 contains 81140 members 
Mstep: Class 24 contains 149103 members 
Mstep: Class 25 contains 10943 members 
Mstep: Class 26 contains 11071 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712192.000000 Penalty: 99249.953125
Iteration 256Q: 29 clusters Score -1.947122e+08 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 94160 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 86616 members 
Mstep: Class 5 contains 75675 members 
Mstep: Class 6 contains 25238 members 
Mstep: Class 7 contains 158881 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 187858 members 
Mstep: Class 13 contains 68424 members 
Mstep: Class 14 contains 46730 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 172596 members 
Mstep: Class 19 contains 180494 members 
Mstep: Class 20 contains 168956 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53770 members 
Mstep: Class 23 contains 81173 members 
Mstep: Class 24 contains 149012 members 
Mstep: Class 25 contains 10960 members 
Mstep: Class 26 contains 11044 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712832.000000 Penalty: 99249.953125
Iteration 257Q: 29 clusters Score -1.947128e+08 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 94073 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 86785 members 
Mstep: Class 5 contains 75572 members 
Mstep: Class 6 contains 25230 members 
Mstep: Class 7 contains 158914 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 188418 members 
Mstep: Class 13 contains 68482 members 
Mstep: Class 14 contains 46816 members 
Mstep: Class 15 contains 5779 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 171782 members 
Mstep: Class 19 contains 180633 members 
Mstep: Class 20 contains 168706 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53799 members 
Mstep: Class 23 contains 81204 members 
Mstep: Class 24 contains 149020 members 
Mstep: Class 25 contains 10986 members 
Mstep: Class 26 contains 11024 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712960.000000 Penalty: 99249.953125
Iteration 258Q: 29 clusters Score -1.94713e+08 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 94044 members 
Mstep: Class 3 contains 6535 members 
Mstep: Class 4 contains 86938 members 
Mstep: Class 5 contains 75508 members 
Mstep: Class 6 contains 25254 members 
Mstep: Class 7 contains 158939 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 188937 members 
Mstep: Class 13 contains 68545 members 
Mstep: Class 14 contains 46889 members 
Mstep: Class 15 contains 5719 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 170937 members 
Mstep: Class 19 contains 180738 members 
Mstep: Class 20 contains 168497 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53807 members 
Mstep: Class 23 contains 81220 members 
Mstep: Class 24 contains 149018 members 
Mstep: Class 25 contains 11009 members 
Mstep: Class 26 contains 11015 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 9878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713744.000000 Penalty: 99249.953125
Iteration 259Q: 29 clusters Score -1.947137e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 93999 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 87083 members 
Mstep: Class 5 contains 75445 members 
Mstep: Class 6 contains 25287 members 
Mstep: Class 7 contains 158957 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 189368 members 
Mstep: Class 13 contains 68587 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 170128 members 
Mstep: Class 19 contains 180928 members 
Mstep: Class 20 contains 168315 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53793 members 
Mstep: Class 23 contains 81276 members 
Mstep: Class 24 contains 149030 members 
Mstep: Class 25 contains 11032 members 
Mstep: Class 26 contains 10997 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 10032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713728.000000 Penalty: 99249.953125
Iteration 260F: 29 clusters Score -1.947137e+08 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 93954 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 87231 members 
Mstep: Class 5 contains 75361 members 
Mstep: Class 6 contains 25329 members 
Mstep: Class 7 contains 158965 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 189747 members 
Mstep: Class 13 contains 68620 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 15 contains 5619 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 169369 members 
Mstep: Class 19 contains 180983 members 
Mstep: Class 20 contains 168080 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53799 members 
Mstep: Class 23 contains 81371 members 
Mstep: Class 24 contains 149165 members 
Mstep: Class 25 contains 11047 members 
Mstep: Class 26 contains 10976 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 10243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712928.000000 Penalty: 99249.953125
Iteration 261Q: 29 clusters Score -1.947129e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 93947 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 87392 members 
Mstep: Class 5 contains 75273 members 
Mstep: Class 6 contains 25343 members 
Mstep: Class 7 contains 159049 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 189915 members 
Mstep: Class 13 contains 68698 members 
Mstep: Class 14 contains 47059 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 6831 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 168646 members 
Mstep: Class 19 contains 181022 members 
Mstep: Class 20 contains 167932 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53805 members 
Mstep: Class 23 contains 81443 members 
Mstep: Class 24 contains 149311 members 
Mstep: Class 25 contains 11060 members 
Mstep: Class 26 contains 10942 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712368.000000 Penalty: 99249.953125
Iteration 262Q: 29 clusters Score -1.947124e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 93951 members 
Mstep: Class 3 contains 6592 members 
Mstep: Class 4 contains 87546 members 
Mstep: Class 5 contains 75192 members 
Mstep: Class 6 contains 25366 members 
Mstep: Class 7 contains 159159 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 189986 members 
Mstep: Class 13 contains 68762 members 
Mstep: Class 14 contains 47070 members 
Mstep: Class 15 contains 5513 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 167988 members 
Mstep: Class 19 contains 181056 members 
Mstep: Class 20 contains 167801 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53804 members 
Mstep: Class 23 contains 81518 members 
Mstep: Class 24 contains 149475 members 
Mstep: Class 25 contains 11066 members 
Mstep: Class 26 contains 10898 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 10687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712464.000000 Penalty: 99249.953125
Iteration 263Q: 29 clusters Score -1.947125e+08 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 93973 members 
Mstep: Class 3 contains 6604 members 
Mstep: Class 4 contains 87690 members 
Mstep: Class 5 contains 75103 members 
Mstep: Class 6 contains 25407 members 
Mstep: Class 7 contains 159209 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190005 members 
Mstep: Class 13 contains 68825 members 
Mstep: Class 14 contains 47071 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 167411 members 
Mstep: Class 19 contains 181095 members 
Mstep: Class 20 contains 167647 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53827 members 
Mstep: Class 23 contains 81569 members 
Mstep: Class 24 contains 149681 members 
Mstep: Class 25 contains 11087 members 
Mstep: Class 26 contains 10870 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 10881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712128.000000 Penalty: 99249.953125
Iteration 264Q: 29 clusters Score -1.947121e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 93969 members 
Mstep: Class 3 contains 6618 members 
Mstep: Class 4 contains 87831 members 
Mstep: Class 5 contains 75034 members 
Mstep: Class 6 contains 25435 members 
Mstep: Class 7 contains 159224 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190057 members 
Mstep: Class 13 contains 68915 members 
Mstep: Class 14 contains 47090 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 166821 members 
Mstep: Class 19 contains 181052 members 
Mstep: Class 20 contains 167591 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53847 members 
Mstep: Class 23 contains 81606 members 
Mstep: Class 24 contains 149951 members 
Mstep: Class 25 contains 11088 members 
Mstep: Class 26 contains 10839 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711904.000000 Penalty: 99249.953125
Iteration 265Q: 29 clusters Score -1.947119e+08 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94005 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 87955 members 
Mstep: Class 5 contains 74984 members 
Mstep: Class 6 contains 25473 members 
Mstep: Class 7 contains 159288 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190064 members 
Mstep: Class 13 contains 68990 members 
Mstep: Class 14 contains 47083 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 166321 members 
Mstep: Class 19 contains 180936 members 
Mstep: Class 20 contains 167498 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53872 members 
Mstep: Class 23 contains 81629 members 
Mstep: Class 24 contains 150230 members 
Mstep: Class 25 contains 11095 members 
Mstep: Class 26 contains 10806 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712080.000000 Penalty: 99249.953125
Iteration 266Q: 29 clusters Score -1.947121e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 94019 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 88076 members 
Mstep: Class 5 contains 74914 members 
Mstep: Class 6 contains 25487 members 
Mstep: Class 7 contains 159310 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190116 members 
Mstep: Class 13 contains 69049 members 
Mstep: Class 14 contains 47083 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 165894 members 
Mstep: Class 19 contains 180813 members 
Mstep: Class 20 contains 167383 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53915 members 
Mstep: Class 23 contains 81657 members 
Mstep: Class 24 contains 150558 members 
Mstep: Class 25 contains 11108 members 
Mstep: Class 26 contains 10767 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712144.000000 Penalty: 99249.953125
Iteration 267Q: 29 clusters Score -1.947121e+08 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 94055 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 88149 members 
Mstep: Class 5 contains 74858 members 
Mstep: Class 6 contains 25518 members 
Mstep: Class 7 contains 159368 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 190070 members 
Mstep: Class 13 contains 69122 members 
Mstep: Class 14 contains 47110 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 165468 members 
Mstep: Class 19 contains 180659 members 
Mstep: Class 20 contains 167283 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53939 members 
Mstep: Class 23 contains 81690 members 
Mstep: Class 24 contains 150906 members 
Mstep: Class 25 contains 11130 members 
Mstep: Class 26 contains 10745 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712144.000000 Penalty: 99249.953125
Iteration 268Q: 29 clusters Score -1.947121e+08 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 94073 members 
Mstep: Class 3 contains 6688 members 
Mstep: Class 4 contains 88224 members 
Mstep: Class 5 contains 74820 members 
Mstep: Class 6 contains 25529 members 
Mstep: Class 7 contains 159415 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 925 members 
Mstep: Class 12 contains 189972 members 
Mstep: Class 13 contains 69177 members 
Mstep: Class 14 contains 47136 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 165050 members 
Mstep: Class 19 contains 180528 members 
Mstep: Class 20 contains 167178 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53974 members 
Mstep: Class 23 contains 81709 members 
Mstep: Class 24 contains 151317 members 
Mstep: Class 25 contains 11153 members 
Mstep: Class 26 contains 10719 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712288.000000 Penalty: 99249.953125
Iteration 269Q: 29 clusters Score -1.947123e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 94094 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 88285 members 
Mstep: Class 5 contains 74781 members 
Mstep: Class 6 contains 25538 members 
Mstep: Class 7 contains 159483 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189853 members 
Mstep: Class 13 contains 69227 members 
Mstep: Class 14 contains 47135 members 
Mstep: Class 15 contains 5326 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 164703 members 
Mstep: Class 19 contains 180434 members 
Mstep: Class 20 contains 167011 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53998 members 
Mstep: Class 23 contains 81746 members 
Mstep: Class 24 contains 151748 members 
Mstep: Class 25 contains 11157 members 
Mstep: Class 26 contains 10693 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713088.000000 Penalty: 99249.953125
Iteration 270Q: 29 clusters Score -1.947131e+08 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94110 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 88346 members 
Mstep: Class 5 contains 74760 members 
Mstep: Class 6 contains 25534 members 
Mstep: Class 7 contains 159501 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189752 members 
Mstep: Class 13 contains 69252 members 
Mstep: Class 14 contains 47122 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 164319 members 
Mstep: Class 19 contains 180362 members 
Mstep: Class 20 contains 166885 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 54006 members 
Mstep: Class 23 contains 81787 members 
Mstep: Class 24 contains 152223 members 
Mstep: Class 25 contains 11164 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713472.000000 Penalty: 99249.953125
Iteration 271Q: 29 clusters Score -1.947135e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 94123 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 88390 members 
Mstep: Class 5 contains 74747 members 
Mstep: Class 6 contains 25543 members 
Mstep: Class 7 contains 159500 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189677 members 
Mstep: Class 13 contains 69265 members 
Mstep: Class 14 contains 47136 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 163959 members 
Mstep: Class 19 contains 180206 members 
Mstep: Class 20 contains 166789 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53993 members 
Mstep: Class 23 contains 81812 members 
Mstep: Class 24 contains 152756 members 
Mstep: Class 25 contains 11181 members 
Mstep: Class 26 contains 10645 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713760.000000 Penalty: 99249.953125
Iteration 272Q: 29 clusters Score -1.947138e+08 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 94144 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 88452 members 
Mstep: Class 5 contains 74728 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 159465 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189593 members 
Mstep: Class 13 contains 69271 members 
Mstep: Class 14 contains 47158 members 
Mstep: Class 15 contains 5247 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 163600 members 
Mstep: Class 19 contains 180054 members 
Mstep: Class 20 contains 166663 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 53986 members 
Mstep: Class 23 contains 81857 members 
Mstep: Class 24 contains 153295 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 10607 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713472.000000 Penalty: 99249.953125
Iteration 273Q: 29 clusters Score -1.947135e+08 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 94146 members 
Mstep: Class 3 contains 6736 members 
Mstep: Class 4 contains 88484 members 
Mstep: Class 5 contains 74715 members 
Mstep: Class 6 contains 25572 members 
Mstep: Class 7 contains 159438 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189467 members 
Mstep: Class 13 contains 69275 members 
Mstep: Class 14 contains 47160 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 163273 members 
Mstep: Class 19 contains 179826 members 
Mstep: Class 20 contains 166610 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 54003 members 
Mstep: Class 23 contains 81904 members 
Mstep: Class 24 contains 153883 members 
Mstep: Class 25 contains 11216 members 
Mstep: Class 26 contains 10582 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 11911 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 274Q: 29 clusters Score -1.947136e+08 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 94171 members 
Mstep: Class 3 contains 6749 members 
Mstep: Class 4 contains 88482 members 
Mstep: Class 5 contains 74723 members 
Mstep: Class 6 contains 25598 members 
Mstep: Class 7 contains 159420 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189321 members 
Mstep: Class 13 contains 69248 members 
Mstep: Class 14 contains 47178 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 162908 members 
Mstep: Class 19 contains 179637 members 
Mstep: Class 20 contains 166575 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54023 members 
Mstep: Class 23 contains 81933 members 
Mstep: Class 24 contains 154471 members 
Mstep: Class 25 contains 11223 members 
Mstep: Class 26 contains 10554 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713776.000000 Penalty: 99249.953125
Iteration 275Q: 29 clusters Score -1.947138e+08 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 94189 members 
Mstep: Class 3 contains 6759 members 
Mstep: Class 4 contains 88487 members 
Mstep: Class 5 contains 74733 members 
Mstep: Class 6 contains 25627 members 
Mstep: Class 7 contains 159395 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189194 members 
Mstep: Class 13 contains 69233 members 
Mstep: Class 14 contains 47163 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 162545 members 
Mstep: Class 19 contains 179413 members 
Mstep: Class 20 contains 166552 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54049 members 
Mstep: Class 23 contains 81956 members 
Mstep: Class 24 contains 155112 members 
Mstep: Class 25 contains 11231 members 
Mstep: Class 26 contains 10521 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714880.000000 Penalty: 99249.953125
Iteration 276Q: 29 clusters Score -1.947149e+08 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 94194 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 88472 members 
Mstep: Class 5 contains 74764 members 
Mstep: Class 6 contains 25653 members 
Mstep: Class 7 contains 159360 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 189048 members 
Mstep: Class 13 contains 69226 members 
Mstep: Class 14 contains 47147 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 162190 members 
Mstep: Class 19 contains 179205 members 
Mstep: Class 20 contains 166489 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54080 members 
Mstep: Class 23 contains 81978 members 
Mstep: Class 24 contains 155792 members 
Mstep: Class 25 contains 11240 members 
Mstep: Class 26 contains 10498 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714752.000000 Penalty: 99249.953125
Iteration 277Q: 29 clusters Score -1.947148e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 94183 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 88439 members 
Mstep: Class 5 contains 74803 members 
Mstep: Class 6 contains 25676 members 
Mstep: Class 7 contains 159325 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 188923 members 
Mstep: Class 13 contains 69224 members 
Mstep: Class 14 contains 47128 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 161828 members 
Mstep: Class 19 contains 179065 members 
Mstep: Class 20 contains 166398 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54111 members 
Mstep: Class 23 contains 81986 members 
Mstep: Class 24 contains 156457 members 
Mstep: Class 25 contains 11244 members 
Mstep: Class 26 contains 10470 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715408.000000 Penalty: 99249.953125
Iteration 278Q: 29 clusters Score -1.947154e+08 nChanged 3945
Entering ConstructFrom: 
Score: -194715408.000000 Penalty: 99249.953125
Entering ConstructFrom: 
Trying to split cluster 1 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -244239.937500 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -244239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -241610.593750 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -241610.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -242057.328125 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -242057.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242162.578125 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -242162.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242225.406250 Penalty: 3765.563477
	Iteration 3Q: 3 clusters Score -242225.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -242274.031250 Penalty: 3765.563477
	Iteration 4Q: 3 clusters Score -242274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242307.968750 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -242308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -242331.281250 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -242331.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -242344.484375 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -242344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -242353.171875 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -242353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242358.968750 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -242359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -242362.140625 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -242362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242367.921875 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -242367.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -242373.031250 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -242373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -242377.437500 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -242377.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242385.453125 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -242385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -242392.984375 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -242393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242394.671875 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -242394.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -242394.671875 Penalty: 3765.563477
	Iteration 17F: 3 clusters Score -242394.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Entering Unmasked Estep 
Score: -11721940.000000 Penalty: 2840.184570
	Iteration 0F: 2 clusters Score -1.172194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -11659151.000000 Penalty: 5680.369141
	Iteration 0F: 3 clusters Score -1.165915e+07 nChanged 44090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -11684653.000000 Penalty: 5680.369141
	Iteration 1F: 3 clusters Score -1.168465e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -11685525.000000 Penalty: 5680.369141
	Iteration 2Q: 3 clusters Score -1.168552e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -11686777.000000 Penalty: 5680.369141
	Iteration 3Q: 3 clusters Score -1.168678e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -11688405.000000 Penalty: 5680.369141
	Iteration 4Q: 3 clusters Score -1.16884e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -11690793.000000 Penalty: 5680.369141
	Iteration 5F: 3 clusters Score -1.169079e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -11694554.000000 Penalty: 5680.369141
	Iteration 6F: 3 clusters Score -1.169455e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -11699882.000000 Penalty: 5680.369141
	Iteration 7F: 3 clusters Score -1.169988e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -11706605.000000 Penalty: 5680.369141
	Iteration 8F: 3 clusters Score -1.17066e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -11713087.000000 Penalty: 5680.369141
	Iteration 9F: 3 clusters Score -1.171309e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11717047.000000 Penalty: 5680.369141
	Iteration 10Q: 3 clusters Score -1.171705e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93227 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11718683.000000 Penalty: 5680.369141
	Iteration 11Q: 3 clusters Score -1.171868e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11719123.000000 Penalty: 5680.369141
	Iteration 12Q: 3 clusters Score -1.171912e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11719288.000000 Penalty: 5680.369141
	Iteration 13Q: 3 clusters Score -1.171929e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11719339.000000 Penalty: 5680.369141
	Iteration 14Q: 3 clusters Score -1.171934e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93872 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11719404.000000 Penalty: 5680.369141
	Iteration 15Q: 3 clusters Score -1.17194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -11719426.000000 Penalty: 5680.369141
	Iteration 16Q: 3 clusters Score -1.171943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11719444.000000 Penalty: 5680.369141
	Iteration 17Q: 3 clusters Score -1.171944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11719444.000000 Penalty: 5680.369141
	Iteration 18Q: 3 clusters Score -1.171944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11719455.000000 Penalty: 5680.369141
	Iteration 19Q: 3 clusters Score -1.171946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11719466.000000 Penalty: 5680.369141
	Iteration 20F: 3 clusters Score -1.171947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11719462.000000 Penalty: 5680.369141
	Iteration 21Q: 3 clusters Score -1.171946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11719471.000000 Penalty: 5680.369141
	Iteration 22Q: 3 clusters Score -1.171947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11719482.000000 Penalty: 5680.369141
	Iteration 23Q: 3 clusters Score -1.171948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11719475.000000 Penalty: 5680.369141
	Iteration 24Q: 3 clusters Score -1.171948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11719475.000000 Penalty: 5680.369141
	Iteration 25F: 3 clusters Score -1.171948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Entering Unmasked Estep 
Score: -789723.875000 Penalty: 2188.228271
	Iteration 0F: 2 clusters Score -789723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -784126.625000 Penalty: 4376.456543
	Iteration 0F: 3 clusters Score -784126.6 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -785660.250000 Penalty: 4376.456543
	Iteration 1F: 3 clusters Score -785660.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -786118.437500 Penalty: 4376.456543
	Iteration 2F: 3 clusters Score -786118.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -786518.812500 Penalty: 4376.456543
	Iteration 3F: 3 clusters Score -786518.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -786879.062500 Penalty: 4376.456543
	Iteration 4F: 3 clusters Score -786879.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -787184.687500 Penalty: 4376.456543
	Iteration 5F: 3 clusters Score -787184.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -787437.812500 Penalty: 4376.456543
	Iteration 6F: 3 clusters Score -787437.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -787610.812500 Penalty: 4376.456543
	Iteration 7Q: 3 clusters Score -787610.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -787738.437500 Penalty: 4376.456543
	Iteration 8Q: 3 clusters Score -787738.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -787829.687500 Penalty: 4376.456543
	Iteration 9Q: 3 clusters Score -787829.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -787903.000000 Penalty: 4376.456543
	Iteration 10Q: 3 clusters Score -787903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -787956.937500 Penalty: 4376.456543
	Iteration 11Q: 3 clusters Score -787956.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -788013.125000 Penalty: 4376.456543
	Iteration 12Q: 3 clusters Score -788013.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -788047.437500 Penalty: 4376.456543
	Iteration 13Q: 3 clusters Score -788047.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -788083.000000 Penalty: 4376.456543
	Iteration 14Q: 3 clusters Score -788083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -788108.812500 Penalty: 4376.456543
	Iteration 15Q: 3 clusters Score -788108.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -788122.875000 Penalty: 4376.456543
	Iteration 16Q: 3 clusters Score -788122.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -788137.187500 Penalty: 4376.456543
	Iteration 17Q: 3 clusters Score -788137.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -788158.687500 Penalty: 4376.456543
	Iteration 18Q: 3 clusters Score -788158.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -788169.187500 Penalty: 4376.456543
	Iteration 19Q: 3 clusters Score -788169.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -788182.750000 Penalty: 4376.456543
	Iteration 20F: 3 clusters Score -788182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -788190.500000 Penalty: 4376.456543
	Iteration 21Q: 3 clusters Score -788190.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -788196.500000 Penalty: 4376.456543
	Iteration 22Q: 3 clusters Score -788196.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -788201.500000 Penalty: 4376.456543
	Iteration 23Q: 3 clusters Score -788201.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -788209.875000 Penalty: 4376.456543
	Iteration 24Q: 3 clusters Score -788209.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -788218.937500 Penalty: 4376.456543
	Iteration 25Q: 3 clusters Score -788218.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -788226.125000 Penalty: 4376.456543
	Iteration 26Q: 3 clusters Score -788226.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -788234.625000 Penalty: 4376.456543
	Iteration 27Q: 3 clusters Score -788234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -788239.500000 Penalty: 4376.456543
	Iteration 28Q: 3 clusters Score -788239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -788246.937500 Penalty: 4376.456543
	Iteration 29Q: 3 clusters Score -788246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -788250.500000 Penalty: 4376.456543
	Iteration 30Q: 3 clusters Score -788250.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -788256.312500 Penalty: 4376.456543
	Iteration 31Q: 3 clusters Score -788256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -788257.062500 Penalty: 4376.456543
	Iteration 32Q: 3 clusters Score -788257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -788263.250000 Penalty: 4376.456543
	Iteration 33Q: 3 clusters Score -788263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -788267.125000 Penalty: 4376.456543
	Iteration 34Q: 3 clusters Score -788267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -788269.250000 Penalty: 4376.456543
	Iteration 35Q: 3 clusters Score -788269.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -788278.562500 Penalty: 4376.456543
	Iteration 36Q: 3 clusters Score -788278.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -788285.937500 Penalty: 4376.456543
	Iteration 37Q: 3 clusters Score -788285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -788292.500000 Penalty: 4376.456543
	Iteration 38Q: 3 clusters Score -788292.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -788297.187500 Penalty: 4376.456543
	Iteration 39Q: 3 clusters Score -788297.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -788300.687500 Penalty: 4376.456543
	Iteration 40F: 3 clusters Score -788300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -788304.937500 Penalty: 4376.456543
	Iteration 41Q: 3 clusters Score -788304.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -788310.375000 Penalty: 4376.456543
	Iteration 42Q: 3 clusters Score -788310.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -788318.687500 Penalty: 4376.456543
	Iteration 43Q: 3 clusters Score -788318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -788324.437500 Penalty: 4376.456543
	Iteration 44Q: 3 clusters Score -788324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -788329.000000 Penalty: 4376.456543
	Iteration 45Q: 3 clusters Score -788329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -788332.125000 Penalty: 4376.456543
	Iteration 46Q: 3 clusters Score -788332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -788332.625000 Penalty: 4376.456543
	Iteration 47Q: 3 clusters Score -788332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -788336.937500 Penalty: 4376.456543
	Iteration 48Q: 3 clusters Score -788336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -788339.562500 Penalty: 4376.456543
	Iteration 49Q: 3 clusters Score -788339.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -788342.437500 Penalty: 4376.456543
	Iteration 50Q: 3 clusters Score -788342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -788346.812500 Penalty: 4376.456543
	Iteration 51Q: 3 clusters Score -788346.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -788350.812500 Penalty: 4376.456543
	Iteration 52Q: 3 clusters Score -788350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -788353.125000 Penalty: 4376.456543
	Iteration 53Q: 3 clusters Score -788353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -788353.687500 Penalty: 4376.456543
	Iteration 54Q: 3 clusters Score -788353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -788355.375000 Penalty: 4376.456543
	Iteration 55Q: 3 clusters Score -788355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -788356.750000 Penalty: 4376.456543
	Iteration 56Q: 3 clusters Score -788356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -788360.375000 Penalty: 4376.456543
	Iteration 57Q: 3 clusters Score -788360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -788362.312500 Penalty: 4376.456543
	Iteration 58Q: 3 clusters Score -788362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -788365.250000 Penalty: 4376.456543
	Iteration 59Q: 3 clusters Score -788365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -788368.000000 Penalty: 4376.456543
	Iteration 60F: 3 clusters Score -788368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -788368.500000 Penalty: 4376.456543
	Iteration 61Q: 3 clusters Score -788368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -788370.500000 Penalty: 4376.456543
	Iteration 62Q: 3 clusters Score -788370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -788372.375000 Penalty: 4376.456543
	Iteration 63Q: 3 clusters Score -788372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -788373.937500 Penalty: 4376.456543
	Iteration 64Q: 3 clusters Score -788373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -788373.750000 Penalty: 4376.456543
	Iteration 65Q: 3 clusters Score -788373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -788375.125000 Penalty: 4376.456543
	Iteration 66Q: 3 clusters Score -788375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -788374.375000 Penalty: 4376.456543
	Iteration 67Q: 3 clusters Score -788374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -788374.187500 Penalty: 4376.456543
	Iteration 68Q: 3 clusters Score -788374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -788376.875000 Penalty: 4376.456543
	Iteration 69Q: 3 clusters Score -788376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -788378.062500 Penalty: 4376.456543
	Iteration 70Q: 3 clusters Score -788378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -788379.375000 Penalty: 4376.456543
	Iteration 71Q: 3 clusters Score -788379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -788382.000000 Penalty: 4376.456543
	Iteration 72Q: 3 clusters Score -788382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -788381.125000 Penalty: 4376.456543
	Iteration 73Q: 3 clusters Score -788381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -788381.125000 Penalty: 4376.456543
	Iteration 74F: 3 clusters Score -788381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (88399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Entering Unmasked Estep 
Score: -10993768.000000 Penalty: 2824.624756
	Iteration 0F: 2 clusters Score -1.099377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -10934842.000000 Penalty: 5649.249512
	Iteration 0F: 3 clusters Score -1.093484e+07 nChanged 41415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -10958010.000000 Penalty: 5649.249512
	Iteration 1F: 3 clusters Score -1.095801e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -10958592.000000 Penalty: 5649.249512
	Iteration 2Q: 3 clusters Score -1.095859e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -10959355.000000 Penalty: 5649.249512
	Iteration 3Q: 3 clusters Score -1.095936e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -10960478.000000 Penalty: 5649.249512
	Iteration 4Q: 3 clusters Score -1.096048e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -10961976.000000 Penalty: 5649.249512
	Iteration 5Q: 3 clusters Score -1.096198e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -10963767.000000 Penalty: 5649.249512
	Iteration 6Q: 3 clusters Score -1.096377e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -10965994.000000 Penalty: 5649.249512
	Iteration 7Q: 3 clusters Score -1.096599e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -10968764.000000 Penalty: 5649.249512
	Iteration 8F: 3 clusters Score -1.096876e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -10972273.000000 Penalty: 5649.249512
	Iteration 9F: 3 clusters Score -1.097227e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -10976289.000000 Penalty: 5649.249512
	Iteration 10F: 3 clusters Score -1.097629e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -10979939.000000 Penalty: 5649.249512
	Iteration 11F: 3 clusters Score -1.097994e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -10982020.000000 Penalty: 5649.249512
	Iteration 12Q: 3 clusters Score -1.098202e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -10983109.000000 Penalty: 5649.249512
	Iteration 13Q: 3 clusters Score -1.098311e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -10983720.000000 Penalty: 5649.249512
	Iteration 14Q: 3 clusters Score -1.098372e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -10984169.000000 Penalty: 5649.249512
	Iteration 15Q: 3 clusters Score -1.098417e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -10984638.000000 Penalty: 5649.249512
	Iteration 16Q: 3 clusters Score -1.098464e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -10985133.000000 Penalty: 5649.249512
	Iteration 17Q: 3 clusters Score -1.098513e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 63892 members 
Entering Unmasked Estep 
Score: -10985550.000000 Penalty: 5649.249512
	Iteration 18Q: 3 clusters Score -1.098555e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -10985819.000000 Penalty: 5649.249512
	Iteration 19Q: 3 clusters Score -1.098582e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -10986115.000000 Penalty: 5649.249512
	Iteration 20F: 3 clusters Score -1.098612e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -10986363.000000 Penalty: 5649.249512
	Iteration 21Q: 3 clusters Score -1.098636e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -10986631.000000 Penalty: 5649.249512
	Iteration 22Q: 3 clusters Score -1.098663e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -10986934.000000 Penalty: 5649.249512
	Iteration 23Q: 3 clusters Score -1.098693e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -10987231.000000 Penalty: 5649.249512
	Iteration 24Q: 3 clusters Score -1.098723e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -10987500.000000 Penalty: 5649.249512
	Iteration 25Q: 3 clusters Score -1.09875e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -10987755.000000 Penalty: 5649.249512
	Iteration 26Q: 3 clusters Score -1.098776e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -10988020.000000 Penalty: 5649.249512
	Iteration 27Q: 3 clusters Score -1.098802e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -10988404.000000 Penalty: 5649.249512
	Iteration 28Q: 3 clusters Score -1.09884e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -10988684.000000 Penalty: 5649.249512
	Iteration 29Q: 3 clusters Score -1.098868e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -10988989.000000 Penalty: 5649.249512
	Iteration 30Q: 3 clusters Score -1.098899e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -10989256.000000 Penalty: 5649.249512
	Iteration 31Q: 3 clusters Score -1.098926e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -10989484.000000 Penalty: 5649.249512
	Iteration 32Q: 3 clusters Score -1.098948e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -10989719.000000 Penalty: 5649.249512
	Iteration 33Q: 3 clusters Score -1.098972e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -10989931.000000 Penalty: 5649.249512
	Iteration 34Q: 3 clusters Score -1.098993e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -10990184.000000 Penalty: 5649.249512
	Iteration 35Q: 3 clusters Score -1.099018e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -10990330.000000 Penalty: 5649.249512
	Iteration 36Q: 3 clusters Score -1.099033e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -10990524.000000 Penalty: 5649.249512
	Iteration 37Q: 3 clusters Score -1.099052e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -10990664.000000 Penalty: 5649.249512
	Iteration 38Q: 3 clusters Score -1.099066e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -10990853.000000 Penalty: 5649.249512
	Iteration 39Q: 3 clusters Score -1.099085e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -10990954.000000 Penalty: 5649.249512
	Iteration 40F: 3 clusters Score -1.099095e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -10991098.000000 Penalty: 5649.249512
	Iteration 41Q: 3 clusters Score -1.09911e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -10991208.000000 Penalty: 5649.249512
	Iteration 42Q: 3 clusters Score -1.099121e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
Score: -10991294.000000 Penalty: 5649.249512
	Iteration 43Q: 3 clusters Score -1.099129e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -10991406.000000 Penalty: 5649.249512
	Iteration 44Q: 3 clusters Score -1.099141e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -10991461.000000 Penalty: 5649.249512
	Iteration 45Q: 3 clusters Score -1.099146e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -10991553.000000 Penalty: 5649.249512
	Iteration 46Q: 3 clusters Score -1.099155e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -10991602.000000 Penalty: 5649.249512
	Iteration 47Q: 3 clusters Score -1.09916e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -10991642.000000 Penalty: 5649.249512
	Iteration 48Q: 3 clusters Score -1.099164e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -10991658.000000 Penalty: 5649.249512
	Iteration 49Q: 3 clusters Score -1.099166e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -10991683.000000 Penalty: 5649.249512
	Iteration 50Q: 3 clusters Score -1.099168e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -10991719.000000 Penalty: 5649.249512
	Iteration 51Q: 3 clusters Score -1.099172e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -10991731.000000 Penalty: 5649.249512
	Iteration 52Q: 3 clusters Score -1.099173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -10991719.000000 Penalty: 5649.249512
	Iteration 53Q: 3 clusters Score -1.099172e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -10991734.000000 Penalty: 5649.249512
	Iteration 54Q: 3 clusters Score -1.099173e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -10991746.000000 Penalty: 5649.249512
	Iteration 55Q: 3 clusters Score -1.099175e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -10991770.000000 Penalty: 5649.249512
	Iteration 56Q: 3 clusters Score -1.099177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 85394 members 
Entering Unmasked Estep 
Score: -10991779.000000 Penalty: 5649.249512
	Iteration 57Q: 3 clusters Score -1.099178e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -10991803.000000 Penalty: 5649.249512
	Iteration 58Q: 3 clusters Score -1.09918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -10991825.000000 Penalty: 5649.249512
	Iteration 59Q: 3 clusters Score -1.099182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -10991860.000000 Penalty: 5649.249512
	Iteration 60F: 3 clusters Score -1.099186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -10991876.000000 Penalty: 5649.249512
	Iteration 61Q: 3 clusters Score -1.099188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -10991885.000000 Penalty: 5649.249512
	Iteration 62Q: 3 clusters Score -1.099188e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -10991898.000000 Penalty: 5649.249512
	Iteration 63Q: 3 clusters Score -1.09919e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -10991911.000000 Penalty: 5649.249512
	Iteration 64Q: 3 clusters Score -1.099191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -10991904.000000 Penalty: 5649.249512
	Iteration 65Q: 3 clusters Score -1.09919e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -10991916.000000 Penalty: 5649.249512
	Iteration 66Q: 3 clusters Score -1.099192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -10991920.000000 Penalty: 5649.249512
	Iteration 67Q: 3 clusters Score -1.099192e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -10991933.000000 Penalty: 5649.249512
	Iteration 68Q: 3 clusters Score -1.099193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -10991938.000000 Penalty: 5649.249512
	Iteration 69Q: 3 clusters Score -1.099194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -10991941.000000 Penalty: 5649.249512
	Iteration 70Q: 3 clusters Score -1.099194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -10991941.000000 Penalty: 5649.249512
	Iteration 71Q: 3 clusters Score -1.099194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -10991936.000000 Penalty: 5649.249512
	Iteration 72Q: 3 clusters Score -1.099194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -10991935.000000 Penalty: 5649.249512
	Iteration 73Q: 3 clusters Score -1.099194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -10991939.000000 Penalty: 5649.249512
	Iteration 74Q: 3 clusters Score -1.099194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -10991940.000000 Penalty: 5649.249512
	Iteration 75Q: 3 clusters Score -1.099194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -10991955.000000 Penalty: 5649.249512
	Iteration 76Q: 3 clusters Score -1.099196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -10991955.000000 Penalty: 5649.249512
	Iteration 77Q: 3 clusters Score -1.099196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -10991968.000000 Penalty: 5649.249512
	Iteration 78Q: 3 clusters Score -1.099197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -10991981.000000 Penalty: 5649.249512
	Iteration 79Q: 3 clusters Score -1.099198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -10991986.000000 Penalty: 5649.249512
	Iteration 80F: 3 clusters Score -1.099199e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -10992002.000000 Penalty: 5649.249512
	Iteration 81Q: 3 clusters Score -1.0992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -10991996.000000 Penalty: 5649.249512
	Iteration 82Q: 3 clusters Score -1.0992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -10991996.000000 Penalty: 5649.249512
	Iteration 83Q: 3 clusters Score -1.0992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -10991994.000000 Penalty: 5649.249512
	Iteration 84Q: 3 clusters Score -1.099199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -10991999.000000 Penalty: 5649.249512
	Iteration 85Q: 3 clusters Score -1.0992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -10991990.000000 Penalty: 5649.249512
	Iteration 86Q: 3 clusters Score -1.099199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -10991993.000000 Penalty: 5649.249512
	Iteration 87Q: 3 clusters Score -1.099199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 86113 members 
Entering Unmasked Estep 
Score: -10991997.000000 Penalty: 5649.249512
	Iteration 88Q: 3 clusters Score -1.0992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -10991999.000000 Penalty: 5649.249512
	Iteration 89Q: 3 clusters Score -1.0992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
Score: -10991994.000000 Penalty: 5649.249512
	Iteration 90Q: 3 clusters Score -1.099199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -10991992.000000 Penalty: 5649.249512
	Iteration 91Q: 3 clusters Score -1.099199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -10991990.000000 Penalty: 5649.249512
	Iteration 92Q: 3 clusters Score -1.099199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 86126 members 
Entering Unmasked Estep 
Score: -10991990.000000 Penalty: 5649.249512
	Iteration 93Q: 3 clusters Score -1.099199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -10991993.000000 Penalty: 5649.249512
	Iteration 94Q: 3 clusters Score -1.099199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -10991998.000000 Penalty: 5649.249512
	Iteration 95Q: 3 clusters Score -1.0992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -10991995.000000 Penalty: 5649.249512
	Iteration 96Q: 3 clusters Score -1.0992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -10991995.000000 Penalty: 5649.249512
	Iteration 97F: 3 clusters Score -1.0992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (74825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74825 members 
Entering Unmasked Estep 
Score: -8919825.000000 Penalty: 2783.281006
	Iteration 0F: 2 clusters Score -8919825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8869686.000000 Penalty: 5566.562012
	Iteration 0F: 3 clusters Score -8869686 nChanged 35071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -8889682.000000 Penalty: 5566.562012
	Iteration 1F: 3 clusters Score -8889682 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -8890360.000000 Penalty: 5566.562012
	Iteration 2Q: 3 clusters Score -8890360 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8891132.000000 Penalty: 5566.562012
	Iteration 3Q: 3 clusters Score -8891132 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8892375.000000 Penalty: 5566.562012
	Iteration 4Q: 3 clusters Score -8892375 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -8894417.000000 Penalty: 5566.562012
	Iteration 5F: 3 clusters Score -8894417 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -8898126.000000 Penalty: 5566.562012
	Iteration 6F: 3 clusters Score -8898126 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -8903786.000000 Penalty: 5566.562012
	Iteration 7F: 3 clusters Score -8903786 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -8910167.000000 Penalty: 5566.562012
	Iteration 8F: 3 clusters Score -8910167 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -8914639.000000 Penalty: 5566.562012
	Iteration 9F: 3 clusters Score -8914639 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -8916492.000000 Penalty: 5566.562012
	Iteration 10Q: 3 clusters Score -8916492 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -8917041.000000 Penalty: 5566.562012
	Iteration 11Q: 3 clusters Score -8917041 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -8917221.000000 Penalty: 5566.562012
	Iteration 12Q: 3 clusters Score -8917221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -8917279.000000 Penalty: 5566.562012
	Iteration 13Q: 3 clusters Score -8917279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -8917303.000000 Penalty: 5566.562012
	Iteration 14Q: 3 clusters Score -8917303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -8917323.000000 Penalty: 5566.562012
	Iteration 15Q: 3 clusters Score -8917323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -8917328.000000 Penalty: 5566.562012
	Iteration 16Q: 3 clusters Score -8917328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
Score: -8917341.000000 Penalty: 5566.562012
	Iteration 17Q: 3 clusters Score -8917341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -8917356.000000 Penalty: 5566.562012
	Iteration 18Q: 3 clusters Score -8917356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -8917357.000000 Penalty: 5566.562012
	Iteration 19Q: 3 clusters Score -8917357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -8917357.000000 Penalty: 5566.562012
	Iteration 20F: 3 clusters Score -8917357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Entering Unmasked Estep 
Score: -3092620.000000 Penalty: 2518.359375
	Iteration 0F: 2 clusters Score -3092620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3074790.250000 Penalty: 5036.718750
	Iteration 0F: 3 clusters Score -3074790 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3080968.000000 Penalty: 5036.718750
	Iteration 1F: 3 clusters Score -3080968 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3081509.750000 Penalty: 5036.718750
	Iteration 2F: 3 clusters Score -3081510 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3082010.250000 Penalty: 5036.718750
	Iteration 3F: 3 clusters Score -3082010 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3082509.750000 Penalty: 5036.718750
	Iteration 4Q: 3 clusters Score -3082510 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3083059.500000 Penalty: 5036.718750
	Iteration 5Q: 3 clusters Score -3083060 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3083667.250000 Penalty: 5036.718750
	Iteration 6Q: 3 clusters Score -3083667 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3084401.250000 Penalty: 5036.718750
	Iteration 7Q: 3 clusters Score -3084401 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3085268.500000 Penalty: 5036.718750
	Iteration 8F: 3 clusters Score -3085268 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3086109.750000 Penalty: 5036.718750
	Iteration 9Q: 3 clusters Score -3086110 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3086938.750000 Penalty: 5036.718750
	Iteration 10Q: 3 clusters Score -3086939 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3087696.000000 Penalty: 5036.718750
	Iteration 11Q: 3 clusters Score -3087696 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3088396.250000 Penalty: 5036.718750
	Iteration 12Q: 3 clusters Score -3088396 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3089014.750000 Penalty: 5036.718750
	Iteration 13Q: 3 clusters Score -3089015 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3089500.500000 Penalty: 5036.718750
	Iteration 14Q: 3 clusters Score -3089500 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3089831.500000 Penalty: 5036.718750
	Iteration 15Q: 3 clusters Score -3089832 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3090051.750000 Penalty: 5036.718750
	Iteration 16Q: 3 clusters Score -3090052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3090180.000000 Penalty: 5036.718750
	Iteration 17Q: 3 clusters Score -3090180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3090245.750000 Penalty: 5036.718750
	Iteration 18Q: 3 clusters Score -3090246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3090309.500000 Penalty: 5036.718750
	Iteration 19Q: 3 clusters Score -3090310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3090353.000000 Penalty: 5036.718750
	Iteration 20F: 3 clusters Score -3090353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3090373.250000 Penalty: 5036.718750
	Iteration 21Q: 3 clusters Score -3090373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3090388.250000 Penalty: 5036.718750
	Iteration 22Q: 3 clusters Score -3090388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3090397.750000 Penalty: 5036.718750
	Iteration 23Q: 3 clusters Score -3090398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3090406.750000 Penalty: 5036.718750
	Iteration 24Q: 3 clusters Score -3090407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3090421.500000 Penalty: 5036.718750
	Iteration 25Q: 3 clusters Score -3090422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3090424.000000 Penalty: 5036.718750
	Iteration 26Q: 3 clusters Score -3090424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3090434.750000 Penalty: 5036.718750
	Iteration 27Q: 3 clusters Score -3090435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3090439.000000 Penalty: 5036.718750
	Iteration 28Q: 3 clusters Score -3090439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3090443.750000 Penalty: 5036.718750
	Iteration 29Q: 3 clusters Score -3090444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3090446.750000 Penalty: 5036.718750
	Iteration 30Q: 3 clusters Score -3090447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3090447.000000 Penalty: 5036.718750
	Iteration 31Q: 3 clusters Score -3090447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3090445.500000 Penalty: 5036.718750
	Iteration 32Q: 3 clusters Score -3090446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3090450.500000 Penalty: 5036.718750
	Iteration 33Q: 3 clusters Score -3090450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3090450.500000 Penalty: 5036.718750
	Iteration 34Q: 3 clusters Score -3090450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3090450.500000 Penalty: 5036.718750
	Iteration 35F: 3 clusters Score -3090450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159250 members 
Entering Unmasked Estep 
Score: -19800842.000000 Penalty: 2970.601074
	Iteration 0F: 2 clusters Score -1.980084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -19695470.000000 Penalty: 5941.202148
	Iteration 0F: 3 clusters Score -1.969547e+07 nChanged 76221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -19740196.000000 Penalty: 5941.202148
	Iteration 1F: 3 clusters Score -1.97402e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72630 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -19741926.000000 Penalty: 5941.202148
	Iteration 2Q: 3 clusters Score -1.974193e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -19745120.000000 Penalty: 5941.202148
	Iteration 3Q: 3 clusters Score -1.974512e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -19750136.000000 Penalty: 5941.202148
	Iteration 4F: 3 clusters Score -1.975014e+07 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -19758408.000000 Penalty: 5941.202148
	Iteration 5F: 3 clusters Score -1.975841e+07 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 115893 members 
Entering Unmasked Estep 
Score: -19770224.000000 Penalty: 5941.202148
	Iteration 6F: 3 clusters Score -1.977022e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 125015 members 
Entering Unmasked Estep 
Score: -19782192.000000 Penalty: 5941.202148
	Iteration 7F: 3 clusters Score -1.978219e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 130586 members 
Entering Unmasked Estep 
Score: -19789302.000000 Penalty: 5941.202148
	Iteration 8F: 3 clusters Score -1.97893e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -19792440.000000 Penalty: 5941.202148
	Iteration 9Q: 3 clusters Score -1.979244e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -19793830.000000 Penalty: 5941.202148
	Iteration 10Q: 3 clusters Score -1.979383e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 137895 members 
Entering Unmasked Estep 
Score: -19794728.000000 Penalty: 5941.202148
	Iteration 11Q: 3 clusters Score -1.979473e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 139658 members 
Entering Unmasked Estep 
Score: -19795498.000000 Penalty: 5941.202148
	Iteration 12Q: 3 clusters Score -1.97955e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 141270 members 
Entering Unmasked Estep 
Score: -19796094.000000 Penalty: 5941.202148
	Iteration 13Q: 3 clusters Score -1.979609e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 142757 members 
Entering Unmasked Estep 
Score: -19796582.000000 Penalty: 5941.202148
	Iteration 14Q: 3 clusters Score -1.979658e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 144087 members 
Entering Unmasked Estep 
Score: -19797112.000000 Penalty: 5941.202148
	Iteration 15Q: 3 clusters Score -1.979711e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 145355 members 
Entering Unmasked Estep 
Score: -19797466.000000 Penalty: 5941.202148
	Iteration 16Q: 3 clusters Score -1.979747e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 146527 members 
Entering Unmasked Estep 
Score: -19797796.000000 Penalty: 5941.202148
	Iteration 17Q: 3 clusters Score -1.97978e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -19798018.000000 Penalty: 5941.202148
	Iteration 18Q: 3 clusters Score -1.979802e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 148687 members 
Entering Unmasked Estep 
Score: -19798382.000000 Penalty: 5941.202148
	Iteration 19Q: 3 clusters Score -1.979838e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 149612 members 
Entering Unmasked Estep 
Score: -19798652.000000 Penalty: 5941.202148
	Iteration 20F: 3 clusters Score -1.979865e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -19798730.000000 Penalty: 5941.202148
	Iteration 21Q: 3 clusters Score -1.979873e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 151197 members 
Entering Unmasked Estep 
Score: -19798818.000000 Penalty: 5941.202148
	Iteration 22Q: 3 clusters Score -1.979882e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 151850 members 
Entering Unmasked Estep 
Score: -19798918.000000 Penalty: 5941.202148
	Iteration 23Q: 3 clusters Score -1.979892e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 152439 members 
Entering Unmasked Estep 
Score: -19799088.000000 Penalty: 5941.202148
	Iteration 24Q: 3 clusters Score -1.979909e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -19799180.000000 Penalty: 5941.202148
	Iteration 25Q: 3 clusters Score -1.979918e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 153357 members 
Entering Unmasked Estep 
Score: -19799188.000000 Penalty: 5941.202148
	Iteration 26Q: 3 clusters Score -1.979919e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 153738 members 
Entering Unmasked Estep 
Score: -19799260.000000 Penalty: 5941.202148
	Iteration 27Q: 3 clusters Score -1.979926e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 154076 members 
Entering Unmasked Estep 
Score: -19799358.000000 Penalty: 5941.202148
	Iteration 28Q: 3 clusters Score -1.979936e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 154331 members 
Entering Unmasked Estep 
Score: -19799336.000000 Penalty: 5941.202148
	Iteration 29Q: 3 clusters Score -1.979934e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 154568 members 
Entering Unmasked Estep 
Score: -19799348.000000 Penalty: 5941.202148
	Iteration 30Q: 3 clusters Score -1.979935e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 154752 members 
Entering Unmasked Estep 
Score: -19799286.000000 Penalty: 5941.202148
	Iteration 31Q: 3 clusters Score -1.979929e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -19799294.000000 Penalty: 5941.202148
	Iteration 32Q: 3 clusters Score -1.979929e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 155067 members 
Entering Unmasked Estep 
Score: -19799310.000000 Penalty: 5941.202148
	Iteration 33Q: 3 clusters Score -1.979931e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -19799340.000000 Penalty: 5941.202148
	Iteration 34Q: 3 clusters Score -1.979934e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -19799406.000000 Penalty: 5941.202148
	Iteration 35Q: 3 clusters Score -1.979941e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 155475 members 
Entering Unmasked Estep 
Score: -19799396.000000 Penalty: 5941.202148
	Iteration 36Q: 3 clusters Score -1.97994e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 155598 members 
Entering Unmasked Estep 
Score: -19799390.000000 Penalty: 5941.202148
	Iteration 37Q: 3 clusters Score -1.979939e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 155713 members 
Entering Unmasked Estep 
Score: -19799400.000000 Penalty: 5941.202148
	Iteration 38Q: 3 clusters Score -1.97994e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -19799438.000000 Penalty: 5941.202148
	Iteration 39Q: 3 clusters Score -1.979944e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -19799448.000000 Penalty: 5941.202148
	Iteration 40F: 3 clusters Score -1.979945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 155946 members 
Entering Unmasked Estep 
Score: -19799450.000000 Penalty: 5941.202148
	Iteration 41Q: 3 clusters Score -1.979945e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 155995 members 
Entering Unmasked Estep 
Score: -19799428.000000 Penalty: 5941.202148
	Iteration 42Q: 3 clusters Score -1.979943e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -19799434.000000 Penalty: 5941.202148
	Iteration 43Q: 3 clusters Score -1.979943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 156064 members 
Entering Unmasked Estep 
Score: -19799430.000000 Penalty: 5941.202148
	Iteration 44Q: 3 clusters Score -1.979943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 156085 members 
Entering Unmasked Estep 
Score: -19799436.000000 Penalty: 5941.202148
	Iteration 45Q: 3 clusters Score -1.979944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 156103 members 
Entering Unmasked Estep 
Score: -19799416.000000 Penalty: 5941.202148
	Iteration 46Q: 3 clusters Score -1.979942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 156117 members 
Entering Unmasked Estep 
Score: -19799422.000000 Penalty: 5941.202148
	Iteration 47Q: 3 clusters Score -1.979942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -19799434.000000 Penalty: 5941.202148
	Iteration 48Q: 3 clusters Score -1.979943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -19799436.000000 Penalty: 5941.202148
	Iteration 49Q: 3 clusters Score -1.979944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -19799442.000000 Penalty: 5941.202148
	Iteration 50Q: 3 clusters Score -1.979944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 156181 members 
Entering Unmasked Estep 
Score: -19799446.000000 Penalty: 5941.202148
	Iteration 51Q: 3 clusters Score -1.979945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -19799442.000000 Penalty: 5941.202148
	Iteration 52Q: 3 clusters Score -1.979944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -19799444.000000 Penalty: 5941.202148
	Iteration 53Q: 3 clusters Score -1.979944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
Score: -19799454.000000 Penalty: 5941.202148
	Iteration 54Q: 3 clusters Score -1.979945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 156200 members 
Entering Unmasked Estep 
Score: -19799448.000000 Penalty: 5941.202148
	Iteration 55Q: 3 clusters Score -1.979945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 156202 members 
Entering Unmasked Estep 
Score: -19799442.000000 Penalty: 5941.202148
	Iteration 56Q: 3 clusters Score -1.979944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -19799446.000000 Penalty: 5941.202148
	Iteration 57Q: 3 clusters Score -1.979945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -19799454.000000 Penalty: 5941.202148
	Iteration 58Q: 3 clusters Score -1.979945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -19799442.000000 Penalty: 5941.202148
	Iteration 59Q: 3 clusters Score -1.979944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 156217 members 
Entering Unmasked Estep 
Score: -19799446.000000 Penalty: 5941.202148
	Iteration 60F: 3 clusters Score -1.979945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 156218 members 
Entering Unmasked Estep 
Score: -19799446.000000 Penalty: 5941.202148
	Iteration 61Q: 3 clusters Score -1.979945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -19799434.000000 Penalty: 5941.202148
	Iteration 62Q: 3 clusters Score -1.979943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 156219 members 
Entering Unmasked Estep 
Score: -19799434.000000 Penalty: 5941.202148
	Iteration 63F: 3 clusters Score -1.979943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -117041.054688 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -117041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -115083.203125 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -115083.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -115432.726562 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -115432.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115555.726562 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -115555.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -115632.578125 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -115632.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115680.218750 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -115680.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115705.890625 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -115705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -115719.656250 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -115719.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -115730.617188 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -115730.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115741.382812 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -115741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -115745.945312 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -115745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -115751.617188 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -115751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -115754.867188 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -115754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -115756.960938 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -115757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115757.218750 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -115757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -115757.218750 Penalty: 3482.900391
	Iteration 14F: 3 clusters Score -115757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62662.246094 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62662.25 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62896.414062 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -62896.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63003.078125 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -63003.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63105.570312 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -63105.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63170.660156 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -63170.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63217.886719 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63217.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63251.421875 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -63251.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63294.601562 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63294.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63367.320312 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -63367.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63448.312500 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -63448.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63551.691406 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -63551.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63748.902344 Penalty: 3192.330566
	Iteration 11F: 3 clusters Score -63748.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64052.890625 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -64052.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64420.542969 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -64420.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64583.269531 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -64583.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64650.097656 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -64650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64752.765625 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -64752.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64787.187500 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -64787.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64798.398438 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -64798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64801.152344 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -64801.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64801.152344 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -64801.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 94123 members 
Mstep: Class 3 contains 6792 members 
Mstep: Class 4 contains 88399 members 
Mstep: Class 5 contains 74825 members 
Mstep: Class 6 contains 25711 members 
Mstep: Class 7 contains 159250 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 188794 members 
Mstep: Class 13 contains 69217 members 
Mstep: Class 14 contains 47103 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 178994 members 
Mstep: Class 20 contains 166309 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54143 members 
Mstep: Class 23 contains 81965 members 
Mstep: Class 24 contains 157129 members 
Mstep: Class 25 contains 11248 members 
Mstep: Class 26 contains 10440 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12374 members 
Mstep: Class 29 contains 405 members 
Entering Unmasked Estep 
Score: -194713728.000000 Penalty: 102794.593750
Splitting cluster 9 changes total score from -194715408.000000 to -194713728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -314601.375000 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -314601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -311635.343750 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -311635.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312138.875000 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -312138.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -312275.968750 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -312276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -312360.937500 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -312360.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -312426.500000 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -312426.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -312472.343750 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -312472.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -312508.125000 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -312508.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -312541.781250 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -312541.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -312573.937500 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -312573.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -312599.406250 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -312599.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -312614.156250 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -312614.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -312633.156250 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -312633.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -312654.937500 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -312654.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -312668.625000 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -312668.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -312684.312500 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -312684.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -312693.687500 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -312693.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -312703.531250 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -312703.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -312715.500000 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -312715.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -312723.468750 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -312723.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -312732.656250 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -312732.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -312742.187500 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -312742.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -312751.875000 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -312751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -312762.343750 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -312762.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -312775.062500 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -312775.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -312790.906250 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -312790.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -312804.125000 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -312804.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312821.312500 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -312821.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -312837.718750 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -312837.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -312846.656250 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -312846.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -312860.218750 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -312860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -312873.968750 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -312874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -312890.562500 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -312890.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -312902.593750 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -312902.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -312911.156250 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -312911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312916.375000 Penalty: 3891.908691
	Iteration 34Q: 3 clusters Score -312916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -312921.625000 Penalty: 3891.908691
	Iteration 35Q: 3 clusters Score -312921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -312926.156250 Penalty: 3891.908691
	Iteration 36Q: 3 clusters Score -312926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -312931.437500 Penalty: 3891.908691
	Iteration 37Q: 3 clusters Score -312931.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -312934.156250 Penalty: 3891.908691
	Iteration 38Q: 3 clusters Score -312934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -312935.437500 Penalty: 3891.908691
	Iteration 39Q: 3 clusters Score -312935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -312937.468750 Penalty: 3891.908691
	Iteration 40F: 3 clusters Score -312937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -312939.406250 Penalty: 3891.908691
	Iteration 41Q: 3 clusters Score -312939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -312944.031250 Penalty: 3891.908691
	Iteration 42Q: 3 clusters Score -312944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -312949.937500 Penalty: 3891.908691
	Iteration 43Q: 3 clusters Score -312949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -312953.968750 Penalty: 3891.908691
	Iteration 44Q: 3 clusters Score -312954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -312956.906250 Penalty: 3891.908691
	Iteration 45Q: 3 clusters Score -312956.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -312959.375000 Penalty: 3891.908691
	Iteration 46Q: 3 clusters Score -312959.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -312963.343750 Penalty: 3891.908691
	Iteration 47Q: 3 clusters Score -312963.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -312966.625000 Penalty: 3891.908691
	Iteration 48Q: 3 clusters Score -312966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -312968.093750 Penalty: 3891.908691
	Iteration 49Q: 3 clusters Score -312968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -312968.812500 Penalty: 3891.908691
	Iteration 50Q: 3 clusters Score -312968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -312968.812500 Penalty: 3891.908691
	Iteration 51F: 3 clusters Score -312968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Entering Unmasked Estep 
Score: -105289.156250 Penalty: 1694.056885
	Iteration 0F: 2 clusters Score -105289.2 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 462 members 
Entering Unmasked Estep 
Score: -103408.226562 Penalty: 3388.113770
	Iteration 0F: 3 clusters Score -103408.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -103661.726562 Penalty: 3388.113770
	Iteration 1F: 3 clusters Score -103661.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103719.914062 Penalty: 3388.113770
	Iteration 2F: 3 clusters Score -103719.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103755.382812 Penalty: 3388.113770
	Iteration 3Q: 3 clusters Score -103755.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103791.843750 Penalty: 3388.113770
	Iteration 4Q: 3 clusters Score -103791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -103814.562500 Penalty: 3388.113770
	Iteration 5Q: 3 clusters Score -103814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103828.195312 Penalty: 3388.113770
	Iteration 6Q: 3 clusters Score -103828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103839.398438 Penalty: 3388.113770
	Iteration 7Q: 3 clusters Score -103839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103862.039062 Penalty: 3388.113770
	Iteration 8Q: 3 clusters Score -103862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -103870.992188 Penalty: 3388.113770
	Iteration 9Q: 3 clusters Score -103871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103882.671875 Penalty: 3388.113770
	Iteration 10Q: 3 clusters Score -103882.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103904.015625 Penalty: 3388.113770
	Iteration 11Q: 3 clusters Score -103904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103916.585938 Penalty: 3388.113770
	Iteration 12Q: 3 clusters Score -103916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103926.742188 Penalty: 3388.113770
	Iteration 13Q: 3 clusters Score -103926.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103935.210938 Penalty: 3388.113770
	Iteration 14Q: 3 clusters Score -103935.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103942.539062 Penalty: 3388.113770
	Iteration 15Q: 3 clusters Score -103942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103951.359375 Penalty: 3388.113770
	Iteration 16Q: 3 clusters Score -103951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103958.085938 Penalty: 3388.113770
	Iteration 17Q: 3 clusters Score -103958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103962.687500 Penalty: 3388.113770
	Iteration 18Q: 3 clusters Score -103962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103966.070312 Penalty: 3388.113770
	Iteration 19Q: 3 clusters Score -103966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103975.289062 Penalty: 3388.113770
	Iteration 20F: 3 clusters Score -103975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103993.601562 Penalty: 3388.113770
	Iteration 21Q: 3 clusters Score -103993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -104033.617188 Penalty: 3388.113770
	Iteration 22Q: 3 clusters Score -104033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104091.359375 Penalty: 3388.113770
	Iteration 23Q: 3 clusters Score -104091.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104126.257812 Penalty: 3388.113770
	Iteration 24Q: 3 clusters Score -104126.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104153.812500 Penalty: 3388.113770
	Iteration 25Q: 3 clusters Score -104153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104172.890625 Penalty: 3388.113770
	Iteration 26Q: 3 clusters Score -104172.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104185.546875 Penalty: 3388.113770
	Iteration 27Q: 3 clusters Score -104185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104196.835938 Penalty: 3388.113770
	Iteration 28Q: 3 clusters Score -104196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104208.554688 Penalty: 3388.113770
	Iteration 29Q: 3 clusters Score -104208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104221.632812 Penalty: 3388.113770
	Iteration 30Q: 3 clusters Score -104221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104225.835938 Penalty: 3388.113770
	Iteration 31Q: 3 clusters Score -104225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104231.960938 Penalty: 3388.113770
	Iteration 32Q: 3 clusters Score -104232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104234.773438 Penalty: 3388.113770
	Iteration 33Q: 3 clusters Score -104234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104236.226562 Penalty: 3388.113770
	Iteration 34Q: 3 clusters Score -104236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104237.390625 Penalty: 3388.113770
	Iteration 35Q: 3 clusters Score -104237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104237.390625 Penalty: 3388.113770
	Iteration 36F: 3 clusters Score -104237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (188794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188794 members 
Entering Unmasked Estep 
Score: -23309950.000000 Penalty: 3012.806152
	Iteration 0F: 2 clusters Score -2.330995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -23190786.000000 Penalty: 6025.612305
	Iteration 0F: 3 clusters Score -2.319079e+07 nChanged 91023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -23244302.000000 Penalty: 6025.612305
	Iteration 1F: 3 clusters Score -2.32443e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106496 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -23246796.000000 Penalty: 6025.612305
	Iteration 2Q: 3 clusters Score -2.32468e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -23250758.000000 Penalty: 6025.612305
	Iteration 3Q: 3 clusters Score -2.325076e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -23257846.000000 Penalty: 6025.612305
	Iteration 4F: 3 clusters Score -2.325785e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137325 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -23269546.000000 Penalty: 6025.612305
	Iteration 5F: 3 clusters Score -2.326955e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -23283188.000000 Penalty: 6025.612305
	Iteration 6F: 3 clusters Score -2.328319e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -23295240.000000 Penalty: 6025.612305
	Iteration 7F: 3 clusters Score -2.329524e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174358 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -23302172.000000 Penalty: 6025.612305
	Iteration 8F: 3 clusters Score -2.330217e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180078 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -23305754.000000 Penalty: 6025.612305
	Iteration 9Q: 3 clusters Score -2.330575e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182943 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -23307408.000000 Penalty: 6025.612305
	Iteration 10Q: 3 clusters Score -2.330741e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184304 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -23308286.000000 Penalty: 6025.612305
	Iteration 11Q: 3 clusters Score -2.330829e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184961 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -23308740.000000 Penalty: 6025.612305
	Iteration 12Q: 3 clusters Score -2.330874e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -23308926.000000 Penalty: 6025.612305
	Iteration 13Q: 3 clusters Score -2.330893e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23308988.000000 Penalty: 6025.612305
	Iteration 14Q: 3 clusters Score -2.330899e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185852 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -23308974.000000 Penalty: 6025.612305
	Iteration 15Q: 3 clusters Score -2.330897e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185997 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -23308912.000000 Penalty: 6025.612305
	Iteration 16Q: 3 clusters Score -2.330891e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186092 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -23308920.000000 Penalty: 6025.612305
	Iteration 17Q: 3 clusters Score -2.330892e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186165 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -23308914.000000 Penalty: 6025.612305
	Iteration 18Q: 3 clusters Score -2.330891e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186222 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -23308892.000000 Penalty: 6025.612305
	Iteration 19Q: 3 clusters Score -2.330889e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186269 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -23308888.000000 Penalty: 6025.612305
	Iteration 20F: 3 clusters Score -2.330889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186321 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -23308900.000000 Penalty: 6025.612305
	Iteration 21Q: 3 clusters Score -2.33089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186357 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -23308884.000000 Penalty: 6025.612305
	Iteration 22Q: 3 clusters Score -2.330888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186383 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -23308860.000000 Penalty: 6025.612305
	Iteration 23Q: 3 clusters Score -2.330886e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186408 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -23308880.000000 Penalty: 6025.612305
	Iteration 24Q: 3 clusters Score -2.330888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186423 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -23308866.000000 Penalty: 6025.612305
	Iteration 25Q: 3 clusters Score -2.330887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186437 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -23308886.000000 Penalty: 6025.612305
	Iteration 26Q: 3 clusters Score -2.330889e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186445 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -23308874.000000 Penalty: 6025.612305
	Iteration 27Q: 3 clusters Score -2.330887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -23308892.000000 Penalty: 6025.612305
	Iteration 28Q: 3 clusters Score -2.330889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186454 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -23308892.000000 Penalty: 6025.612305
	Iteration 29Q: 3 clusters Score -2.330889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186455 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -23308896.000000 Penalty: 6025.612305
	Iteration 30Q: 3 clusters Score -2.33089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186455 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -23308896.000000 Penalty: 6025.612305
	Iteration 31F: 3 clusters Score -2.33089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Entering Unmasked Estep 
Score: -8564064.000000 Penalty: 2763.960449
	Iteration 0F: 2 clusters Score -8564064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8517604.000000 Penalty: 5527.920898
	Iteration 0F: 3 clusters Score -8517604 nChanged 32393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -8535948.000000 Penalty: 5527.920898
	Iteration 1F: 3 clusters Score -8535948 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -8536765.000000 Penalty: 5527.920898
	Iteration 2Q: 3 clusters Score -8536765 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -8537820.000000 Penalty: 5527.920898
	Iteration 3Q: 3 clusters Score -8537820 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8539475.000000 Penalty: 5527.920898
	Iteration 4Q: 3 clusters Score -8539475 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -8542180.000000 Penalty: 5527.920898
	Iteration 5F: 3 clusters Score -8542180 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -8546378.000000 Penalty: 5527.920898
	Iteration 6F: 3 clusters Score -8546378 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -8551784.000000 Penalty: 5527.920898
	Iteration 7F: 3 clusters Score -8551784 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -8556587.000000 Penalty: 5527.920898
	Iteration 8F: 3 clusters Score -8556587 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -8559304.000000 Penalty: 5527.920898
	Iteration 9Q: 3 clusters Score -8559304 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -8560646.000000 Penalty: 5527.920898
	Iteration 10Q: 3 clusters Score -8560646 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -8561200.000000 Penalty: 5527.920898
	Iteration 11Q: 3 clusters Score -8561200 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -8561488.000000 Penalty: 5527.920898
	Iteration 12Q: 3 clusters Score -8561488 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -8561693.000000 Penalty: 5527.920898
	Iteration 13Q: 3 clusters Score -8561693 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -8561787.000000 Penalty: 5527.920898
	Iteration 14Q: 3 clusters Score -8561787 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -8561840.000000 Penalty: 5527.920898
	Iteration 15Q: 3 clusters Score -8561840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 68023 members 
Entering Unmasked Estep 
Score: -8561901.000000 Penalty: 5527.920898
	Iteration 16Q: 3 clusters Score -8561901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -8561926.000000 Penalty: 5527.920898
	Iteration 17Q: 3 clusters Score -8561926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -8561942.000000 Penalty: 5527.920898
	Iteration 18Q: 3 clusters Score -8561942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8561982.000000 Penalty: 5527.920898
	Iteration 19Q: 3 clusters Score -8561982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -8561996.000000 Penalty: 5527.920898
	Iteration 20F: 3 clusters Score -8561996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -8562013.000000 Penalty: 5527.920898
	Iteration 21Q: 3 clusters Score -8562013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -8562028.000000 Penalty: 5527.920898
	Iteration 22Q: 3 clusters Score -8562028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -8562034.000000 Penalty: 5527.920898
	Iteration 23Q: 3 clusters Score -8562034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -8562051.000000 Penalty: 5527.920898
	Iteration 24Q: 3 clusters Score -8562051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -8562045.000000 Penalty: 5527.920898
	Iteration 25Q: 3 clusters Score -8562045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -8562068.000000 Penalty: 5527.920898
	Iteration 26Q: 3 clusters Score -8562068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -8562072.000000 Penalty: 5527.920898
	Iteration 27Q: 3 clusters Score -8562072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -8562070.000000 Penalty: 5527.920898
	Iteration 28Q: 3 clusters Score -8562070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -8562080.000000 Penalty: 5527.920898
	Iteration 29Q: 3 clusters Score -8562080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -8562086.000000 Penalty: 5527.920898
	Iteration 30Q: 3 clusters Score -8562086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -8562090.000000 Penalty: 5527.920898
	Iteration 31Q: 3 clusters Score -8562090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -8562100.000000 Penalty: 5527.920898
	Iteration 32Q: 3 clusters Score -8562100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -8562097.000000 Penalty: 5527.920898
	Iteration 33Q: 3 clusters Score -8562097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -8562086.000000 Penalty: 5527.920898
	Iteration 34Q: 3 clusters Score -8562086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8562085.000000 Penalty: 5527.920898
	Iteration 35Q: 3 clusters Score -8562085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -8562083.000000 Penalty: 5527.920898
	Iteration 36Q: 3 clusters Score -8562083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -8562096.000000 Penalty: 5527.920898
	Iteration 37Q: 3 clusters Score -8562096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -8562098.000000 Penalty: 5527.920898
	Iteration 38Q: 3 clusters Score -8562098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -8562099.000000 Penalty: 5527.920898
	Iteration 39Q: 3 clusters Score -8562099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -8562102.000000 Penalty: 5527.920898
	Iteration 40F: 3 clusters Score -8562102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -8562099.000000 Penalty: 5527.920898
	Iteration 41Q: 3 clusters Score -8562099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8562097.000000 Penalty: 5527.920898
	Iteration 42Q: 3 clusters Score -8562097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8562099.000000 Penalty: 5527.920898
	Iteration 43Q: 3 clusters Score -8562099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -8562103.000000 Penalty: 5527.920898
	Iteration 44Q: 3 clusters Score -8562103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8562102.000000 Penalty: 5527.920898
	Iteration 45Q: 3 clusters Score -8562102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -8562100.000000 Penalty: 5527.920898
	Iteration 46Q: 3 clusters Score -8562100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8562098.000000 Penalty: 5527.920898
	Iteration 47Q: 3 clusters Score -8562098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8562098.000000 Penalty: 5527.920898
	Iteration 48F: 3 clusters Score -8562098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Entering Unmasked Estep 
Score: -5833772.500000 Penalty: 2668.502686
	Iteration 0F: 2 clusters Score -5833772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5802026.000000 Penalty: 5337.005371
	Iteration 0F: 3 clusters Score -5802026 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5813983.000000 Penalty: 5337.005371
	Iteration 1F: 3 clusters Score -5813983 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5814641.000000 Penalty: 5337.005371
	Iteration 2Q: 3 clusters Score -5814641 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -5815485.500000 Penalty: 5337.005371
	Iteration 3Q: 3 clusters Score -5815486 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -5816677.000000 Penalty: 5337.005371
	Iteration 4F: 3 clusters Score -5816677 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -5818519.000000 Penalty: 5337.005371
	Iteration 5F: 3 clusters Score -5818519 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -5821112.000000 Penalty: 5337.005371
	Iteration 6F: 3 clusters Score -5821112 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -5824385.000000 Penalty: 5337.005371
	Iteration 7F: 3 clusters Score -5824385 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -5827491.500000 Penalty: 5337.005371
	Iteration 8F: 3 clusters Score -5827492 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5829673.500000 Penalty: 5337.005371
	Iteration 9Q: 3 clusters Score -5829674 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5830889.000000 Penalty: 5337.005371
	Iteration 10Q: 3 clusters Score -5830889 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -5831490.000000 Penalty: 5337.005371
	Iteration 11Q: 3 clusters Score -5831490 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -5831796.500000 Penalty: 5337.005371
	Iteration 12Q: 3 clusters Score -5831796 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -5832012.000000 Penalty: 5337.005371
	Iteration 13Q: 3 clusters Score -5832012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -5832109.500000 Penalty: 5337.005371
	Iteration 14Q: 3 clusters Score -5832110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -5832169.500000 Penalty: 5337.005371
	Iteration 15Q: 3 clusters Score -5832170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5832214.500000 Penalty: 5337.005371
	Iteration 16Q: 3 clusters Score -5832214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -5832232.000000 Penalty: 5337.005371
	Iteration 17Q: 3 clusters Score -5832232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -5832237.500000 Penalty: 5337.005371
	Iteration 18Q: 3 clusters Score -5832238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -5832255.500000 Penalty: 5337.005371
	Iteration 19Q: 3 clusters Score -5832256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -5832258.000000 Penalty: 5337.005371
	Iteration 20F: 3 clusters Score -5832258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -5832267.500000 Penalty: 5337.005371
	Iteration 21Q: 3 clusters Score -5832268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -5832284.500000 Penalty: 5337.005371
	Iteration 22Q: 3 clusters Score -5832284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5832281.000000 Penalty: 5337.005371
	Iteration 23Q: 3 clusters Score -5832281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -5832282.500000 Penalty: 5337.005371
	Iteration 24Q: 3 clusters Score -5832282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5832276.000000 Penalty: 5337.005371
	Iteration 25Q: 3 clusters Score -5832276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -5832279.500000 Penalty: 5337.005371
	Iteration 26Q: 3 clusters Score -5832280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -5832280.500000 Penalty: 5337.005371
	Iteration 27Q: 3 clusters Score -5832280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5832278.500000 Penalty: 5337.005371
	Iteration 28Q: 3 clusters Score -5832278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5832287.500000 Penalty: 5337.005371
	Iteration 29Q: 3 clusters Score -5832288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5832286.000000 Penalty: 5337.005371
	Iteration 30Q: 3 clusters Score -5832286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5832287.500000 Penalty: 5337.005371
	Iteration 31Q: 3 clusters Score -5832288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5832287.500000 Penalty: 5337.005371
	Iteration 32F: 3 clusters Score -5832288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -629021.062500 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -629021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -624455.875000 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -624455.9 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -625553.312500 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -625553.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -625781.437500 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -625781.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -625962.750000 Penalty: 4229.954102
	Iteration 3F: 3 clusters Score -625962.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -626094.750000 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -626094.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -626211.125000 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -626211.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -626326.687500 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -626326.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -626455.437500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -626455.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -626591.187500 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -626591.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -626800.625000 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -626800.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -627047.437500 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -627047.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -627316.000000 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -627316 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -627596.375000 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -627596.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -627830.000000 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -627830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -628018.250000 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -628018.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -628142.375000 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -628142.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -628230.812500 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -628230.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -628280.437500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -628280.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -628316.562500 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -628316.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -628340.437500 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -628340.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -628360.312500 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -628360.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -628375.187500 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -628375.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -628388.187500 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -628388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -628400.125000 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -628400.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -628404.437500 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -628404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -628410.250000 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -628410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -628414.250000 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -628414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -628418.375000 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -628418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -628425.562500 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -628425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -628429.437500 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -628429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -628430.875000 Penalty: 4229.954102
	Iteration 30Q: 3 clusters Score -628430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -628432.750000 Penalty: 4229.954102
	Iteration 31Q: 3 clusters Score -628432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -628432.875000 Penalty: 4229.954102
	Iteration 32Q: 3 clusters Score -628432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -628432.812500 Penalty: 4229.954102
	Iteration 33Q: 3 clusters Score -628432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -628432.812500 Penalty: 4229.954102
	Iteration 34F: 3 clusters Score -628432.8 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: -796611.375000 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -796611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -790913.625000 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -790913.6 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -792531.875000 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -792531.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -792976.812500 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -792976.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -793389.875000 Penalty: 4379.949219
	Iteration 3F: 3 clusters Score -793389.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -793774.437500 Penalty: 4379.949219
	Iteration 4F: 3 clusters Score -793774.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -794220.937500 Penalty: 4379.949219
	Iteration 5F: 3 clusters Score -794220.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -794596.250000 Penalty: 4379.949219
	Iteration 6F: 3 clusters Score -794596.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -794895.312500 Penalty: 4379.949219
	Iteration 7F: 3 clusters Score -794895.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -795110.437500 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -795110.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -795249.125000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -795249.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -795364.625000 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -795364.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -795432.500000 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -795432.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -795477.312500 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -795477.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -795514.625000 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -795514.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -795534.812500 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -795534.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -795548.875000 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -795548.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -795556.250000 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -795556.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -795559.750000 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -795559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -795561.875000 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -795561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -795567.937500 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -795567.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -795572.187500 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -795572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -795576.375000 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -795576.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -795583.750000 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -795583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -795587.250000 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -795587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -795589.250000 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -795589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -795589.437500 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -795589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -795590.812500 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -795590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -795591.875000 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -795591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -795592.187500 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -795592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -795591.187500 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -795591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -795591.875000 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -795591.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -795593.437500 Penalty: 4379.949219
	Iteration 31Q: 3 clusters Score -795593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -795594.062500 Penalty: 4379.949219
	Iteration 32Q: 3 clusters Score -795594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -795594.750000 Penalty: 4379.949219
	Iteration 33Q: 3 clusters Score -795594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -795595.875000 Penalty: 4379.949219
	Iteration 34Q: 3 clusters Score -795595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -795595.875000 Penalty: 4379.949219
	Iteration 35F: 3 clusters Score -795595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -254087.843750 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -254087.8 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 1070 members 
Entering Unmasked Estep 
Score: -251419.046875 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -251419 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251934.828125 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -251934.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -252065.000000 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -252065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -252139.796875 Penalty: 3798.714844
	Iteration 3Q: 3 clusters Score -252139.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -252197.062500 Penalty: 3798.714844
	Iteration 4Q: 3 clusters Score -252197.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -252238.046875 Penalty: 3798.714844
	Iteration 5Q: 3 clusters Score -252238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -252264.625000 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -252264.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -252294.656250 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -252294.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -252317.000000 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -252317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252339.656250 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -252339.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -252360.687500 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -252360.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -252367.734375 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -252367.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -252375.296875 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -252375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -252380.890625 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -252380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -252387.750000 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -252387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -252394.765625 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -252394.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -252399.171875 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -252399.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -252407.390625 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -252407.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -252412.062500 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -252412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -252414.078125 Penalty: 3798.714844
	Iteration 19Q: 3 clusters Score -252414.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -252414.984375 Penalty: 3798.714844
	Iteration 20F: 3 clusters Score -252415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -252417.171875 Penalty: 3798.714844
	Iteration 21Q: 3 clusters Score -252417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -252421.296875 Penalty: 3798.714844
	Iteration 22Q: 3 clusters Score -252421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -252427.125000 Penalty: 3798.714844
	Iteration 23Q: 3 clusters Score -252427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -252433.312500 Penalty: 3798.714844
	Iteration 24Q: 3 clusters Score -252433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -252438.484375 Penalty: 3798.714844
	Iteration 25Q: 3 clusters Score -252438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -252441.578125 Penalty: 3798.714844
	Iteration 26Q: 3 clusters Score -252441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -252441.968750 Penalty: 3798.714844
	Iteration 27Q: 3 clusters Score -252442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -252443.078125 Penalty: 3798.714844
	Iteration 28Q: 3 clusters Score -252443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -252443.078125 Penalty: 3798.714844
	Iteration 29F: 3 clusters Score -252443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Entering Unmasked Estep 
Score: -19879594.000000 Penalty: 2974.131348
	Iteration 0F: 2 clusters Score -1.987959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -19771216.000000 Penalty: 5948.262695
	Iteration 0F: 3 clusters Score -1.977122e+07 nChanged 77378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -19815814.000000 Penalty: 5948.262695
	Iteration 1F: 3 clusters Score -1.981581e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -19816534.000000 Penalty: 5948.262695
	Iteration 2Q: 3 clusters Score -1.981653e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -19817452.000000 Penalty: 5948.262695
	Iteration 3Q: 3 clusters Score -1.981745e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -19818814.000000 Penalty: 5948.262695
	Iteration 4Q: 3 clusters Score -1.981881e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -19821100.000000 Penalty: 5948.262695
	Iteration 5Q: 3 clusters Score -1.98211e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -19825252.000000 Penalty: 5948.262695
	Iteration 6F: 3 clusters Score -1.982525e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -19832414.000000 Penalty: 5948.262695
	Iteration 7F: 3 clusters Score -1.983241e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 118104 members 
Entering Unmasked Estep 
Score: -19842592.000000 Penalty: 5948.262695
	Iteration 8F: 3 clusters Score -1.984259e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -19853976.000000 Penalty: 5948.262695
	Iteration 9F: 3 clusters Score -1.985398e+07 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -19863372.000000 Penalty: 5948.262695
	Iteration 10F: 3 clusters Score -1.986337e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -19868684.000000 Penalty: 5948.262695
	Iteration 11Q: 3 clusters Score -1.986868e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 142223 members 
Entering Unmasked Estep 
Score: -19870976.000000 Penalty: 5948.262695
	Iteration 12Q: 3 clusters Score -1.987098e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 143966 members 
Entering Unmasked Estep 
Score: -19872254.000000 Penalty: 5948.262695
	Iteration 13Q: 3 clusters Score -1.987225e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -19873260.000000 Penalty: 5948.262695
	Iteration 14Q: 3 clusters Score -1.987326e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 146742 members 
Entering Unmasked Estep 
Score: -19873988.000000 Penalty: 5948.262695
	Iteration 15Q: 3 clusters Score -1.987399e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 147925 members 
Entering Unmasked Estep 
Score: -19874538.000000 Penalty: 5948.262695
	Iteration 16Q: 3 clusters Score -1.987454e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -19874990.000000 Penalty: 5948.262695
	Iteration 17Q: 3 clusters Score -1.987499e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 149892 members 
Entering Unmasked Estep 
Score: -19875256.000000 Penalty: 5948.262695
	Iteration 18Q: 3 clusters Score -1.987526e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 150747 members 
Entering Unmasked Estep 
Score: -19875556.000000 Penalty: 5948.262695
	Iteration 19Q: 3 clusters Score -1.987556e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -19875800.000000 Penalty: 5948.262695
	Iteration 20F: 3 clusters Score -1.98758e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 152370 members 
Entering Unmasked Estep 
Score: -19876136.000000 Penalty: 5948.262695
	Iteration 21Q: 3 clusters Score -1.987614e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -19876408.000000 Penalty: 5948.262695
	Iteration 22Q: 3 clusters Score -1.987641e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 153804 members 
Entering Unmasked Estep 
Score: -19876676.000000 Penalty: 5948.262695
	Iteration 23Q: 3 clusters Score -1.987668e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 154404 members 
Entering Unmasked Estep 
Score: -19876762.000000 Penalty: 5948.262695
	Iteration 24Q: 3 clusters Score -1.987676e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -19876890.000000 Penalty: 5948.262695
	Iteration 25Q: 3 clusters Score -1.987689e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -19876988.000000 Penalty: 5948.262695
	Iteration 26Q: 3 clusters Score -1.987699e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 155802 members 
Entering Unmasked Estep 
Score: -19877086.000000 Penalty: 5948.262695
	Iteration 27Q: 3 clusters Score -1.987709e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 156170 members 
Entering Unmasked Estep 
Score: -19877138.000000 Penalty: 5948.262695
	Iteration 28Q: 3 clusters Score -1.987714e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 156486 members 
Entering Unmasked Estep 
Score: -19877192.000000 Penalty: 5948.262695
	Iteration 29Q: 3 clusters Score -1.987719e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -19877268.000000 Penalty: 5948.262695
	Iteration 30Q: 3 clusters Score -1.987727e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -19877312.000000 Penalty: 5948.262695
	Iteration 31Q: 3 clusters Score -1.987731e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 157232 members 
Entering Unmasked Estep 
Score: -19877390.000000 Penalty: 5948.262695
	Iteration 32Q: 3 clusters Score -1.987739e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 157417 members 
Entering Unmasked Estep 
Score: -19877396.000000 Penalty: 5948.262695
	Iteration 33Q: 3 clusters Score -1.98774e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -19877454.000000 Penalty: 5948.262695
	Iteration 34Q: 3 clusters Score -1.987745e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -19877424.000000 Penalty: 5948.262695
	Iteration 35Q: 3 clusters Score -1.987742e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -19877456.000000 Penalty: 5948.262695
	Iteration 36Q: 3 clusters Score -1.987746e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -19877422.000000 Penalty: 5948.262695
	Iteration 37Q: 3 clusters Score -1.987742e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 158128 members 
Entering Unmasked Estep 
Score: -19877430.000000 Penalty: 5948.262695
	Iteration 38Q: 3 clusters Score -1.987743e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 158225 members 
Entering Unmasked Estep 
Score: -19877444.000000 Penalty: 5948.262695
	Iteration 39Q: 3 clusters Score -1.987744e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 158297 members 
Entering Unmasked Estep 
Score: -19877472.000000 Penalty: 5948.262695
	Iteration 40F: 3 clusters Score -1.987747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 158364 members 
Entering Unmasked Estep 
Score: -19877498.000000 Penalty: 5948.262695
	Iteration 41Q: 3 clusters Score -1.98775e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -19877518.000000 Penalty: 5948.262695
	Iteration 42Q: 3 clusters Score -1.987752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 158496 members 
Entering Unmasked Estep 
Score: -19877514.000000 Penalty: 5948.262695
	Iteration 43Q: 3 clusters Score -1.987751e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 158563 members 
Entering Unmasked Estep 
Score: -19877488.000000 Penalty: 5948.262695
	Iteration 44Q: 3 clusters Score -1.987749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -19877498.000000 Penalty: 5948.262695
	Iteration 45Q: 3 clusters Score -1.98775e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 158671 members 
Entering Unmasked Estep 
Score: -19877502.000000 Penalty: 5948.262695
	Iteration 46Q: 3 clusters Score -1.98775e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -19877506.000000 Penalty: 5948.262695
	Iteration 47Q: 3 clusters Score -1.987751e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 158742 members 
Entering Unmasked Estep 
Score: -19877512.000000 Penalty: 5948.262695
	Iteration 48Q: 3 clusters Score -1.987751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -19877506.000000 Penalty: 5948.262695
	Iteration 49Q: 3 clusters Score -1.987751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 158789 members 
Entering Unmasked Estep 
Score: -19877524.000000 Penalty: 5948.262695
	Iteration 50Q: 3 clusters Score -1.987752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 158816 members 
Entering Unmasked Estep 
Score: -19877524.000000 Penalty: 5948.262695
	Iteration 51Q: 3 clusters Score -1.987752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 158859 members 
Entering Unmasked Estep 
Score: -19877542.000000 Penalty: 5948.262695
	Iteration 52Q: 3 clusters Score -1.987754e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -19877530.000000 Penalty: 5948.262695
	Iteration 53Q: 3 clusters Score -1.987753e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 158952 members 
Entering Unmasked Estep 
Score: -19877538.000000 Penalty: 5948.262695
	Iteration 54Q: 3 clusters Score -1.987754e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -19877528.000000 Penalty: 5948.262695
	Iteration 55Q: 3 clusters Score -1.987753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 159027 members 
Entering Unmasked Estep 
Score: -19877496.000000 Penalty: 5948.262695
	Iteration 56Q: 3 clusters Score -1.98775e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 159062 members 
Entering Unmasked Estep 
Score: -19877506.000000 Penalty: 5948.262695
	Iteration 57Q: 3 clusters Score -1.987751e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 159095 members 
Entering Unmasked Estep 
Score: -19877486.000000 Penalty: 5948.262695
	Iteration 58Q: 3 clusters Score -1.987749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -19877484.000000 Penalty: 5948.262695
	Iteration 59Q: 3 clusters Score -1.987748e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 159161 members 
Entering Unmasked Estep 
Score: -19877498.000000 Penalty: 5948.262695
	Iteration 60F: 3 clusters Score -1.98775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -19877484.000000 Penalty: 5948.262695
	Iteration 61Q: 3 clusters Score -1.987748e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -19877492.000000 Penalty: 5948.262695
	Iteration 62Q: 3 clusters Score -1.987749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 159235 members 
Entering Unmasked Estep 
Score: -19877508.000000 Penalty: 5948.262695
	Iteration 63Q: 3 clusters Score -1.987751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -19877508.000000 Penalty: 5948.262695
	Iteration 64Q: 3 clusters Score -1.987751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -19877508.000000 Penalty: 5948.262695
	Iteration 65Q: 3 clusters Score -1.987751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -19877516.000000 Penalty: 5948.262695
	Iteration 66Q: 3 clusters Score -1.987752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -19877512.000000 Penalty: 5948.262695
	Iteration 67Q: 3 clusters Score -1.987751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 159324 members 
Entering Unmasked Estep 
Score: -19877550.000000 Penalty: 5948.262695
	Iteration 68Q: 3 clusters Score -1.987755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -19877534.000000 Penalty: 5948.262695
	Iteration 69Q: 3 clusters Score -1.987753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 159358 members 
Entering Unmasked Estep 
Score: -19877530.000000 Penalty: 5948.262695
	Iteration 70Q: 3 clusters Score -1.987753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -19877546.000000 Penalty: 5948.262695
	Iteration 71Q: 3 clusters Score -1.987755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19877542.000000 Penalty: 5948.262695
	Iteration 72Q: 3 clusters Score -1.987754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -19877524.000000 Penalty: 5948.262695
	Iteration 73Q: 3 clusters Score -1.987752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -19877532.000000 Penalty: 5948.262695
	Iteration 74Q: 3 clusters Score -1.987753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -19877538.000000 Penalty: 5948.262695
	Iteration 75Q: 3 clusters Score -1.987754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 159417 members 
Entering Unmasked Estep 
Score: -19877554.000000 Penalty: 5948.262695
	Iteration 76Q: 3 clusters Score -1.987755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 159424 members 
Entering Unmasked Estep 
Score: -19877554.000000 Penalty: 5948.262695
	Iteration 77Q: 3 clusters Score -1.987755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -19877564.000000 Penalty: 5948.262695
	Iteration 78Q: 3 clusters Score -1.987756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 159439 members 
Entering Unmasked Estep 
Score: -19877576.000000 Penalty: 5948.262695
	Iteration 79Q: 3 clusters Score -1.987758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -19877556.000000 Penalty: 5948.262695
	Iteration 80F: 3 clusters Score -1.987756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 159450 members 
Entering Unmasked Estep 
Score: -19877558.000000 Penalty: 5948.262695
	Iteration 81Q: 3 clusters Score -1.987756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -19877550.000000 Penalty: 5948.262695
	Iteration 82Q: 3 clusters Score -1.987755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -19877520.000000 Penalty: 5948.262695
	Iteration 83Q: 3 clusters Score -1.987752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -19877532.000000 Penalty: 5948.262695
	Iteration 84Q: 3 clusters Score -1.987753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -19877548.000000 Penalty: 5948.262695
	Iteration 85Q: 3 clusters Score -1.987755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 159468 members 
Entering Unmasked Estep 
Score: -19877544.000000 Penalty: 5948.262695
	Iteration 86Q: 3 clusters Score -1.987754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -19877552.000000 Penalty: 5948.262695
	Iteration 87Q: 3 clusters Score -1.987755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 159474 members 
Entering Unmasked Estep 
Score: -19877558.000000 Penalty: 5948.262695
	Iteration 88Q: 3 clusters Score -1.987756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -19877552.000000 Penalty: 5948.262695
	Iteration 89Q: 3 clusters Score -1.987755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 159475 members 
Entering Unmasked Estep 
Score: -19877552.000000 Penalty: 5948.262695
	Iteration 90F: 3 clusters Score -1.987755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178994 members 
Entering Unmasked Estep 
Score: -22072580.000000 Penalty: 2999.586914
	Iteration 0F: 2 clusters Score -2.207258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -21957192.000000 Penalty: 5999.173828
	Iteration 0F: 3 clusters Score -2.195719e+07 nChanged 85635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -22007392.000000 Penalty: 5999.173828
	Iteration 1F: 3 clusters Score -2.200739e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -22008354.000000 Penalty: 5999.173828
	Iteration 2Q: 3 clusters Score -2.200835e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -22010336.000000 Penalty: 5999.173828
	Iteration 3Q: 3 clusters Score -2.201034e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -22014238.000000 Penalty: 5999.173828
	Iteration 4Q: 3 clusters Score -2.201424e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -22021372.000000 Penalty: 5999.173828
	Iteration 5F: 3 clusters Score -2.202137e+07 nChanged 15489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -22033938.000000 Penalty: 5999.173828
	Iteration 6F: 3 clusters Score -2.203394e+07 nChanged 17397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -22050632.000000 Penalty: 5999.173828
	Iteration 7F: 3 clusters Score -2.205063e+07 nChanged 13804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170050 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -22063192.000000 Penalty: 5999.173828
	Iteration 8F: 3 clusters Score -2.206319e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176491 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -22067976.000000 Penalty: 5999.173828
	Iteration 9Q: 3 clusters Score -2.206798e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178306 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -22069324.000000 Penalty: 5999.173828
	Iteration 10Q: 3 clusters Score -2.206932e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178697 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22069662.000000 Penalty: 5999.173828
	Iteration 11Q: 3 clusters Score -2.206966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178775 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22069816.000000 Penalty: 5999.173828
	Iteration 12Q: 3 clusters Score -2.206982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178798 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22069846.000000 Penalty: 5999.173828
	Iteration 13Q: 3 clusters Score -2.206985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178810 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22069892.000000 Penalty: 5999.173828
	Iteration 14Q: 3 clusters Score -2.206989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22069900.000000 Penalty: 5999.173828
	Iteration 15Q: 3 clusters Score -2.20699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178813 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22069918.000000 Penalty: 5999.173828
	Iteration 16Q: 3 clusters Score -2.206992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178813 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22069934.000000 Penalty: 5999.173828
	Iteration 17Q: 3 clusters Score -2.206993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178813 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22069924.000000 Penalty: 5999.173828
	Iteration 18Q: 3 clusters Score -2.206992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178815 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22069938.000000 Penalty: 5999.173828
	Iteration 19Q: 3 clusters Score -2.206994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178817 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -22069942.000000 Penalty: 5999.173828
	Iteration 20F: 3 clusters Score -2.206994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (166309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166309 members 
Entering Unmasked Estep 
Score: -20613692.000000 Penalty: 2981.357422
	Iteration 0F: 2 clusters Score -2.061369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -20505248.000000 Penalty: 5962.714844
	Iteration 0F: 3 clusters Score -2.050525e+07 nChanged 79816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -20551838.000000 Penalty: 5962.714844
	Iteration 1F: 3 clusters Score -2.055184e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -20552560.000000 Penalty: 5962.714844
	Iteration 2Q: 3 clusters Score -2.055256e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -20553764.000000 Penalty: 5962.714844
	Iteration 3Q: 3 clusters Score -2.055376e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -20555262.000000 Penalty: 5962.714844
	Iteration 4Q: 3 clusters Score -2.055526e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 97463 members 
Entering Unmasked Estep 
Score: -20557606.000000 Penalty: 5962.714844
	Iteration 5Q: 3 clusters Score -2.055761e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -20561412.000000 Penalty: 5962.714844
	Iteration 6Q: 3 clusters Score -2.056141e+07 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 115088 members 
Entering Unmasked Estep 
Score: -20568494.000000 Penalty: 5962.714844
	Iteration 7F: 3 clusters Score -2.056849e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -20579206.000000 Penalty: 5962.714844
	Iteration 8F: 3 clusters Score -2.057921e+07 nChanged 14098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 142183 members 
Entering Unmasked Estep 
Score: -20592302.000000 Penalty: 5962.714844
	Iteration 9F: 3 clusters Score -2.05923e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -20603228.000000 Penalty: 5962.714844
	Iteration 10F: 3 clusters Score -2.060323e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 160188 members 
Entering Unmasked Estep 
Score: -20608282.000000 Penalty: 5962.714844
	Iteration 11Q: 3 clusters Score -2.060828e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 163555 members 
Entering Unmasked Estep 
Score: -20610246.000000 Penalty: 5962.714844
	Iteration 12Q: 3 clusters Score -2.061025e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -20610834.000000 Penalty: 5962.714844
	Iteration 13Q: 3 clusters Score -2.061083e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -20611104.000000 Penalty: 5962.714844
	Iteration 14Q: 3 clusters Score -2.06111e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -20611226.000000 Penalty: 5962.714844
	Iteration 15Q: 3 clusters Score -2.061123e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -20611264.000000 Penalty: 5962.714844
	Iteration 16Q: 3 clusters Score -2.061126e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -20611296.000000 Penalty: 5962.714844
	Iteration 17Q: 3 clusters Score -2.06113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -20611328.000000 Penalty: 5962.714844
	Iteration 18Q: 3 clusters Score -2.061133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 165882 members 
Entering Unmasked Estep 
Score: -20611354.000000 Penalty: 5962.714844
	Iteration 19Q: 3 clusters Score -2.061135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -20611346.000000 Penalty: 5962.714844
	Iteration 20F: 3 clusters Score -2.061135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -20611364.000000 Penalty: 5962.714844
	Iteration 21Q: 3 clusters Score -2.061136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -20611384.000000 Penalty: 5962.714844
	Iteration 22Q: 3 clusters Score -2.061138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 165925 members 
Entering Unmasked Estep 
Score: -20611392.000000 Penalty: 5962.714844
	Iteration 23Q: 3 clusters Score -2.061139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 165929 members 
Entering Unmasked Estep 
Score: -20611386.000000 Penalty: 5962.714844
	Iteration 24Q: 3 clusters Score -2.061139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 165933 members 
Entering Unmasked Estep 
Score: -20611370.000000 Penalty: 5962.714844
	Iteration 25Q: 3 clusters Score -2.061137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -20611388.000000 Penalty: 5962.714844
	Iteration 26Q: 3 clusters Score -2.061139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -20611386.000000 Penalty: 5962.714844
	Iteration 27Q: 3 clusters Score -2.061139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -20611386.000000 Penalty: 5962.714844
	Iteration 28F: 3 clusters Score -2.061139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -112184.398438 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -112184.4 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 483 members 
Entering Unmasked Estep 
Score: -110241.226562 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -110241.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110465.351562 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -110465.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110532.820312 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -110532.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110575.234375 Penalty: 3433.631348
	Iteration 3Q: 3 clusters Score -110575.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110595.226562 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -110595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110616.125000 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -110616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110639.062500 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -110639.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110648.796875 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -110648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110657.898438 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -110657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110667.289062 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -110667.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110679.023438 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -110679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110701.164062 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -110701.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110718.257812 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -110718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110729.734375 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -110729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110739.890625 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -110739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110747.914062 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -110747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110755.203125 Penalty: 3433.631348
	Iteration 16Q: 3 clusters Score -110755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110757.687500 Penalty: 3433.631348
	Iteration 17Q: 3 clusters Score -110757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110760.250000 Penalty: 3433.631348
	Iteration 18Q: 3 clusters Score -110760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110767.273438 Penalty: 3433.631348
	Iteration 19Q: 3 clusters Score -110767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110773.773438 Penalty: 3433.631348
	Iteration 20F: 3 clusters Score -110773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110784.578125 Penalty: 3433.631348
	Iteration 21Q: 3 clusters Score -110784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110791.187500 Penalty: 3433.631348
	Iteration 22Q: 3 clusters Score -110791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110794.125000 Penalty: 3433.631348
	Iteration 23Q: 3 clusters Score -110794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110795.000000 Penalty: 3433.631348
	Iteration 24Q: 3 clusters Score -110795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -110796.281250 Penalty: 3433.631348
	Iteration 25Q: 3 clusters Score -110796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110798.929688 Penalty: 3433.631348
	Iteration 26Q: 3 clusters Score -110798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110799.476562 Penalty: 3433.631348
	Iteration 27Q: 3 clusters Score -110799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110800.093750 Penalty: 3433.631348
	Iteration 28Q: 3 clusters Score -110800.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110800.093750 Penalty: 3433.631348
	Iteration 29F: 3 clusters Score -110800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Entering Unmasked Estep 
Score: -6732349.000000 Penalty: 2703.047119
	Iteration 0F: 2 clusters Score -6732349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -6696007.000000 Penalty: 5406.094238
	Iteration 0F: 3 clusters Score -6696007 nChanged 24960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -6709942.000000 Penalty: 5406.094238
	Iteration 1F: 3 clusters Score -6709942 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -6710362.500000 Penalty: 5406.094238
	Iteration 2Q: 3 clusters Score -6710362 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6710802.500000 Penalty: 5406.094238
	Iteration 3Q: 3 clusters Score -6710802 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -6711180.000000 Penalty: 5406.094238
	Iteration 4Q: 3 clusters Score -6711180 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -6711501.500000 Penalty: 5406.094238
	Iteration 5Q: 3 clusters Score -6711502 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6711774.000000 Penalty: 5406.094238
	Iteration 6Q: 3 clusters Score -6711774 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -6712157.500000 Penalty: 5406.094238
	Iteration 7Q: 3 clusters Score -6712158 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -6712537.500000 Penalty: 5406.094238
	Iteration 8Q: 3 clusters Score -6712538 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -6712910.500000 Penalty: 5406.094238
	Iteration 9Q: 3 clusters Score -6712910 nChanged 1548
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6713356 nChanged 1618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6713896 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6714612 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6715594 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6716928 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6718560 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6719840 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6720518 nChanged 1224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6720828 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6721003 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -6721134.500000 Penalty: 5406.094238
	Iteration 20F: 3 clusters Score -6721134 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6721310 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -6721506.500000 Penalty: 5406.094238
	Iteration 22Q: 3 clusters Score -6721506 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6721700 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6721837 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -6722024.500000 Penalty: 5406.094238
	Iteration 25Q: 3 clusters Score -6722024 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6722192 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6722348 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6722492 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6722616 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6722822 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6722961 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6723048 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6723291 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6723490 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6723688 nChanged 734
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Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6723878 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6724078 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6724253 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6724446 nChanged 640
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Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6724650 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6724760 nChanged 629
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Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6724894 nChanged 613
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Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6725052 nChanged 588
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Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6725170 nChanged 523
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Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6725258 nChanged 507
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Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6725394 nChanged 505
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Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6725513 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6725642 nChanged 469
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Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6725740 nChanged 489
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Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6725846 nChanged 470
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Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6725934 nChanged 484
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Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6725996 nChanged 491
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Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6726075 nChanged 464
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Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6726156 nChanged 520
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Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6726286 nChanged 518
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Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6726422 nChanged 506
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Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6726540 nChanged 549
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Mstep: Class 1 contains 39266 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6726629 nChanged 533
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Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6726736 nChanged 562
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Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6726860 nChanged 568
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Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6727041 nChanged 569
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Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6727236 nChanged 594
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Mstep: Class 1 contains 42082 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6727400 nChanged 613
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Mstep: Class 1 contains 42693 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6727622 nChanged 593
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Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6727806 nChanged 607
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Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6727975 nChanged 608
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Mstep: Class 1 contains 44493 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6728188 nChanged 578
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Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6728375 nChanged 568
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Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6728580 nChanged 503
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Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6728748 nChanged 476
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Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6728882 nChanged 439
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Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6729012 nChanged 424
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Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6729155 nChanged 388
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Mstep: Class 1 contains 47867 members 
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	Iteration 74Q: 3 clusters Score -6729267 nChanged 324
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	Iteration 75Q: 3 clusters Score -6729348 nChanged 303
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	Iteration 76Q: 3 clusters Score -6729413 nChanged 305
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Mstep: Class 1 contains 48799 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6729524 nChanged 294
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6729620 nChanged 273
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	Iteration 79Q: 3 clusters Score -6729700 nChanged 251
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Mstep: Class 1 contains 49611 members 
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	Iteration 80F: 3 clusters Score -6729764 nChanged 212
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Mstep: Class 1 contains 49821 members 
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	Iteration 81Q: 3 clusters Score -6729807 nChanged 184
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	Iteration 82Q: 3 clusters Score -6729851 nChanged 160
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	Iteration 83Q: 3 clusters Score -6729910 nChanged 159
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	Iteration 84Q: 3 clusters Score -6729954 nChanged 128
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	Iteration 86Q: 3 clusters Score -6729992 nChanged 102
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	Iteration 87Q: 3 clusters Score -6730016 nChanged 90
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	Iteration 89Q: 3 clusters Score -6730038 nChanged 64
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	Iteration 90Q: 3 clusters Score -6730064 nChanged 44
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	Iteration 91Q: 3 clusters Score -6730069 nChanged 44
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	Iteration 92Q: 3 clusters Score -6730060 nChanged 40
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	Iteration 93Q: 3 clusters Score -6730069 nChanged 34
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	Iteration 94Q: 3 clusters Score -6730082 nChanged 46
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	Iteration 95Q: 3 clusters Score -6730110 nChanged 39
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	Iteration 96Q: 3 clusters Score -6730121 nChanged 30
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	Iteration 97Q: 3 clusters Score -6730110 nChanged 38
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	Iteration 98Q: 3 clusters Score -6730118 nChanged 55
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	Iteration 99Q: 3 clusters Score -6730121 nChanged 48
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	Iteration 100F: 3 clusters Score -6730135 nChanged 47
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	Iteration 101Q: 3 clusters Score -6730147 nChanged 43
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	Iteration 102Q: 3 clusters Score -6730168 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6730153.500000 Penalty: 5406.094238
	Iteration 103Q: 3 clusters Score -6730154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6730158.500000 Penalty: 5406.094238
	Iteration 104Q: 3 clusters Score -6730158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6730162.500000 Penalty: 5406.094238
	Iteration 105Q: 3 clusters Score -6730162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6730168.500000 Penalty: 5406.094238
	Iteration 106Q: 3 clusters Score -6730168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6730176.000000 Penalty: 5406.094238
	Iteration 107Q: 3 clusters Score -6730176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6730167.000000 Penalty: 5406.094238
	Iteration 108Q: 3 clusters Score -6730167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6730175.500000 Penalty: 5406.094238
	Iteration 109Q: 3 clusters Score -6730176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6730183.000000 Penalty: 5406.094238
	Iteration 110Q: 3 clusters Score -6730183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6730189.000000 Penalty: 5406.094238
	Iteration 111Q: 3 clusters Score -6730189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6730183.000000 Penalty: 5406.094238
	Iteration 112Q: 3 clusters Score -6730183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6730190.000000 Penalty: 5406.094238
	Iteration 113Q: 3 clusters Score -6730190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6730196.000000 Penalty: 5406.094238
	Iteration 114Q: 3 clusters Score -6730196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6730194.500000 Penalty: 5406.094238
	Iteration 115Q: 3 clusters Score -6730194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6730209.500000 Penalty: 5406.094238
	Iteration 116Q: 3 clusters Score -6730210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6730219.000000 Penalty: 5406.094238
	Iteration 117Q: 3 clusters Score -6730219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6730229.000000 Penalty: 5406.094238
	Iteration 118Q: 3 clusters Score -6730229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6730249.000000 Penalty: 5406.094238
	Iteration 119Q: 3 clusters Score -6730249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6730258.500000 Penalty: 5406.094238
	Iteration 120F: 3 clusters Score -6730258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6730257.500000 Penalty: 5406.094238
	Iteration 121Q: 3 clusters Score -6730258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6730255.000000 Penalty: 5406.094238
	Iteration 122Q: 3 clusters Score -6730255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6730268.500000 Penalty: 5406.094238
	Iteration 123Q: 3 clusters Score -6730268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6730272.000000 Penalty: 5406.094238
	Iteration 124Q: 3 clusters Score -6730272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6730270.500000 Penalty: 5406.094238
	Iteration 125Q: 3 clusters Score -6730270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6730276.000000 Penalty: 5406.094238
	Iteration 126Q: 3 clusters Score -6730276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6730272.500000 Penalty: 5406.094238
	Iteration 127Q: 3 clusters Score -6730272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6730277.500000 Penalty: 5406.094238
	Iteration 128Q: 3 clusters Score -6730278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6730279.500000 Penalty: 5406.094238
	Iteration 129Q: 3 clusters Score -6730280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6730277.500000 Penalty: 5406.094238
	Iteration 130Q: 3 clusters Score -6730278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6730274.000000 Penalty: 5406.094238
	Iteration 131Q: 3 clusters Score -6730274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6730280.500000 Penalty: 5406.094238
	Iteration 132Q: 3 clusters Score -6730280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6730274.000000 Penalty: 5406.094238
	Iteration 133Q: 3 clusters Score -6730274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6730277.000000 Penalty: 5406.094238
	Iteration 134Q: 3 clusters Score -6730277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6730279.500000 Penalty: 5406.094238
	Iteration 135Q: 3 clusters Score -6730280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6730278.000000 Penalty: 5406.094238
	Iteration 136Q: 3 clusters Score -6730278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6730276.500000 Penalty: 5406.094238
	Iteration 137Q: 3 clusters Score -6730276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6730276.500000 Penalty: 5406.094238
	Iteration 138F: 3 clusters Score -6730276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Entering Unmasked Estep 
Score: -10198370.000000 Penalty: 2805.883789
	Iteration 0F: 2 clusters Score -1.019837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -10143384.000000 Penalty: 5611.767578
	Iteration 0F: 3 clusters Score -1.014338e+07 nChanged 38571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -10165742.000000 Penalty: 5611.767578
	Iteration 1F: 3 clusters Score -1.016574e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -10166669.000000 Penalty: 5611.767578
	Iteration 2Q: 3 clusters Score -1.016667e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -10167886.000000 Penalty: 5611.767578
	Iteration 3Q: 3 clusters Score -1.016789e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -10169773.000000 Penalty: 5611.767578
	Iteration 4Q: 3 clusters Score -1.016977e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -10172708.000000 Penalty: 5611.767578
	Iteration 5F: 3 clusters Score -1.017271e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -10177143.000000 Penalty: 5611.767578
	Iteration 6F: 3 clusters Score -1.017714e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -10182682.000000 Penalty: 5611.767578
	Iteration 7F: 3 clusters Score -1.018268e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -10187846.000000 Penalty: 5611.767578
	Iteration 8F: 3 clusters Score -1.018785e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -10191495.000000 Penalty: 5611.767578
	Iteration 9Q: 3 clusters Score -1.01915e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -10193461.000000 Penalty: 5611.767578
	Iteration 10Q: 3 clusters Score -1.019346e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -10194549.000000 Penalty: 5611.767578
	Iteration 11Q: 3 clusters Score -1.019455e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -10195114.000000 Penalty: 5611.767578
	Iteration 12Q: 3 clusters Score -1.019511e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -10195462.000000 Penalty: 5611.767578
	Iteration 13Q: 3 clusters Score -1.019546e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -10195680.000000 Penalty: 5611.767578
	Iteration 14Q: 3 clusters Score -1.019568e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -10195911.000000 Penalty: 5611.767578
	Iteration 15Q: 3 clusters Score -1.019591e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10196024.000000 Penalty: 5611.767578
	Iteration 16Q: 3 clusters Score -1.019602e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -10196087.000000 Penalty: 5611.767578
	Iteration 17Q: 3 clusters Score -1.019609e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10196164.000000 Penalty: 5611.767578
	Iteration 18Q: 3 clusters Score -1.019616e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -10196207.000000 Penalty: 5611.767578
	Iteration 19Q: 3 clusters Score -1.019621e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -10196264.000000 Penalty: 5611.767578
	Iteration 20F: 3 clusters Score -1.019626e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10196302.000000 Penalty: 5611.767578
	Iteration 21Q: 3 clusters Score -1.01963e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -10196330.000000 Penalty: 5611.767578
	Iteration 22Q: 3 clusters Score -1.019633e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10196362.000000 Penalty: 5611.767578
	Iteration 23Q: 3 clusters Score -1.019636e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10196379.000000 Penalty: 5611.767578
	Iteration 24Q: 3 clusters Score -1.019638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10196402.000000 Penalty: 5611.767578
	Iteration 25Q: 3 clusters Score -1.01964e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79775 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10196411.000000 Penalty: 5611.767578
	Iteration 26Q: 3 clusters Score -1.019641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10196420.000000 Penalty: 5611.767578
	Iteration 27Q: 3 clusters Score -1.019642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -10196432.000000 Penalty: 5611.767578
	Iteration 28Q: 3 clusters Score -1.019643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -10196441.000000 Penalty: 5611.767578
	Iteration 29Q: 3 clusters Score -1.019644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10196458.000000 Penalty: 5611.767578
	Iteration 30Q: 3 clusters Score -1.019646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10196476.000000 Penalty: 5611.767578
	Iteration 31Q: 3 clusters Score -1.019648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10196470.000000 Penalty: 5611.767578
	Iteration 32Q: 3 clusters Score -1.019647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10196474.000000 Penalty: 5611.767578
	Iteration 33Q: 3 clusters Score -1.019647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10196486.000000 Penalty: 5611.767578
	Iteration 34Q: 3 clusters Score -1.019649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10196489.000000 Penalty: 5611.767578
	Iteration 35Q: 3 clusters Score -1.019649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10196504.000000 Penalty: 5611.767578
	Iteration 36Q: 3 clusters Score -1.01965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10196504.000000 Penalty: 5611.767578
	Iteration 37Q: 3 clusters Score -1.01965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10196492.000000 Penalty: 5611.767578
	Iteration 38Q: 3 clusters Score -1.019649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10196507.000000 Penalty: 5611.767578
	Iteration 39Q: 3 clusters Score -1.019651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10196495.000000 Penalty: 5611.767578
	Iteration 40F: 3 clusters Score -1.01965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -10196499.000000 Penalty: 5611.767578
	Iteration 41Q: 3 clusters Score -1.01965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10196523.000000 Penalty: 5611.767578
	Iteration 42Q: 3 clusters Score -1.019652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10196509.000000 Penalty: 5611.767578
	Iteration 43Q: 3 clusters Score -1.019651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10196514.000000 Penalty: 5611.767578
	Iteration 44Q: 3 clusters Score -1.019651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10196509.000000 Penalty: 5611.767578
	Iteration 45Q: 3 clusters Score -1.019651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10196515.000000 Penalty: 5611.767578
	Iteration 46Q: 3 clusters Score -1.019652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -10196510.000000 Penalty: 5611.767578
	Iteration 47Q: 3 clusters Score -1.019651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10196506.000000 Penalty: 5611.767578
	Iteration 48Q: 3 clusters Score -1.019651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10196506.000000 Penalty: 5611.767578
	Iteration 49F: 3 clusters Score -1.019651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (157129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Entering Unmasked Estep 
Score: -19244576.000000 Penalty: 2967.276123
	Iteration 0F: 2 clusters Score -1.924458e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -19139366.000000 Penalty: 5934.552246
	Iteration 0F: 3 clusters Score -1.913937e+07 nChanged 75274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -19183668.000000 Penalty: 5934.552246
	Iteration 1F: 3 clusters Score -1.918367e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -19184662.000000 Penalty: 5934.552246
	Iteration 2Q: 3 clusters Score -1.918466e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83110 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -19186266.000000 Penalty: 5934.552246
	Iteration 3Q: 3 clusters Score -1.918627e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -19189578.000000 Penalty: 5934.552246
	Iteration 4Q: 3 clusters Score -1.918958e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -19194872.000000 Penalty: 5934.552246
	Iteration 5Q: 3 clusters Score -1.919487e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -19202700.000000 Penalty: 5934.552246
	Iteration 6F: 3 clusters Score -1.92027e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -19211754.000000 Penalty: 5934.552246
	Iteration 7F: 3 clusters Score -1.921175e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -19220270.000000 Penalty: 5934.552246
	Iteration 8F: 3 clusters Score -1.922027e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96514 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -19225544.000000 Penalty: 5934.552246
	Iteration 9F: 3 clusters Score -1.922554e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -19228028.000000 Penalty: 5934.552246
	Iteration 10Q: 3 clusters Score -1.922803e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -19229396.000000 Penalty: 5934.552246
	Iteration 11Q: 3 clusters Score -1.92294e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -19230378.000000 Penalty: 5934.552246
	Iteration 12Q: 3 clusters Score -1.923038e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -19231426.000000 Penalty: 5934.552246
	Iteration 13Q: 3 clusters Score -1.923143e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -19232450.000000 Penalty: 5934.552246
	Iteration 14Q: 3 clusters Score -1.923245e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -19233700.000000 Penalty: 5934.552246
	Iteration 15Q: 3 clusters Score -1.92337e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -19234820.000000 Penalty: 5934.552246
	Iteration 16Q: 3 clusters Score -1.923482e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -19235900.000000 Penalty: 5934.552246
	Iteration 17Q: 3 clusters Score -1.92359e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -19236836.000000 Penalty: 5934.552246
	Iteration 18Q: 3 clusters Score -1.923684e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -19237390.000000 Penalty: 5934.552246
	Iteration 19Q: 3 clusters Score -1.923739e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -19237692.000000 Penalty: 5934.552246
	Iteration 20F: 3 clusters Score -1.923769e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 76476 members 
Entering Unmasked Estep 
Score: -19238048.000000 Penalty: 5934.552246
	Iteration 21Q: 3 clusters Score -1.923805e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -19238350.000000 Penalty: 5934.552246
	Iteration 22Q: 3 clusters Score -1.923835e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -19238538.000000 Penalty: 5934.552246
	Iteration 23Q: 3 clusters Score -1.923854e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -19238750.000000 Penalty: 5934.552246
	Iteration 24Q: 3 clusters Score -1.923875e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -19238924.000000 Penalty: 5934.552246
	Iteration 25Q: 3 clusters Score -1.923892e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -19239104.000000 Penalty: 5934.552246
	Iteration 26Q: 3 clusters Score -1.92391e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73625 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -19239330.000000 Penalty: 5934.552246
	Iteration 27Q: 3 clusters Score -1.923933e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -19239386.000000 Penalty: 5934.552246
	Iteration 28Q: 3 clusters Score -1.923939e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -19239594.000000 Penalty: 5934.552246
	Iteration 29Q: 3 clusters Score -1.923959e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -19239696.000000 Penalty: 5934.552246
	Iteration 30Q: 3 clusters Score -1.92397e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -19239906.000000 Penalty: 5934.552246
	Iteration 31Q: 3 clusters Score -1.923991e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 88814 members 
Entering Unmasked Estep 
Score: -19240156.000000 Penalty: 5934.552246
	Iteration 32Q: 3 clusters Score -1.924016e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -19240292.000000 Penalty: 5934.552246
	Iteration 33Q: 3 clusters Score -1.924029e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 90933 members 
Entering Unmasked Estep 
Score: -19240340.000000 Penalty: 5934.552246
	Iteration 34Q: 3 clusters Score -1.924034e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 91963 members 
Entering Unmasked Estep 
Score: -19240516.000000 Penalty: 5934.552246
	Iteration 35Q: 3 clusters Score -1.924052e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -19240666.000000 Penalty: 5934.552246
	Iteration 36Q: 3 clusters Score -1.924067e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -19240782.000000 Penalty: 5934.552246
	Iteration 37Q: 3 clusters Score -1.924078e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -19240904.000000 Penalty: 5934.552246
	Iteration 38Q: 3 clusters Score -1.92409e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -19241052.000000 Penalty: 5934.552246
	Iteration 39Q: 3 clusters Score -1.924105e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -19241146.000000 Penalty: 5934.552246
	Iteration 40F: 3 clusters Score -1.924115e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -19241250.000000 Penalty: 5934.552246
	Iteration 41Q: 3 clusters Score -1.924125e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -19241414.000000 Penalty: 5934.552246
	Iteration 42Q: 3 clusters Score -1.924141e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 99150 members 
Entering Unmasked Estep 
Score: -19241580.000000 Penalty: 5934.552246
	Iteration 43Q: 3 clusters Score -1.924158e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -19241768.000000 Penalty: 5934.552246
	Iteration 44Q: 3 clusters Score -1.924177e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -19241818.000000 Penalty: 5934.552246
	Iteration 45Q: 3 clusters Score -1.924182e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -19241914.000000 Penalty: 5934.552246
	Iteration 46Q: 3 clusters Score -1.924191e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -19242004.000000 Penalty: 5934.552246
	Iteration 47Q: 3 clusters Score -1.9242e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -19242114.000000 Penalty: 5934.552246
	Iteration 48Q: 3 clusters Score -1.924211e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -19242208.000000 Penalty: 5934.552246
	Iteration 49Q: 3 clusters Score -1.924221e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 103786 members 
Entering Unmasked Estep 
Score: -19242224.000000 Penalty: 5934.552246
	Iteration 50Q: 3 clusters Score -1.924222e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -19242276.000000 Penalty: 5934.552246
	Iteration 51Q: 3 clusters Score -1.924228e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -19242320.000000 Penalty: 5934.552246
	Iteration 52Q: 3 clusters Score -1.924232e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -19242330.000000 Penalty: 5934.552246
	Iteration 53Q: 3 clusters Score -1.924233e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -19242420.000000 Penalty: 5934.552246
	Iteration 54Q: 3 clusters Score -1.924242e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -19242434.000000 Penalty: 5934.552246
	Iteration 55Q: 3 clusters Score -1.924243e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -19242500.000000 Penalty: 5934.552246
	Iteration 56Q: 3 clusters Score -1.92425e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 107431 members 
Entering Unmasked Estep 
Score: -19242480.000000 Penalty: 5934.552246
	Iteration 57Q: 3 clusters Score -1.924248e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -19242490.000000 Penalty: 5934.552246
	Iteration 58Q: 3 clusters Score -1.924249e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -19242490.000000 Penalty: 5934.552246
	Iteration 59Q: 3 clusters Score -1.924249e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -19242586.000000 Penalty: 5934.552246
	Iteration 60F: 3 clusters Score -1.924259e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -19242626.000000 Penalty: 5934.552246
	Iteration 61Q: 3 clusters Score -1.924263e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -19242650.000000 Penalty: 5934.552246
	Iteration 62Q: 3 clusters Score -1.924265e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -19242714.000000 Penalty: 5934.552246
	Iteration 63Q: 3 clusters Score -1.924271e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 110685 members 
Entering Unmasked Estep 
Score: -19242750.000000 Penalty: 5934.552246
	Iteration 64Q: 3 clusters Score -1.924275e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 111131 members 
Entering Unmasked Estep 
Score: -19242682.000000 Penalty: 5934.552246
	Iteration 65Q: 3 clusters Score -1.924268e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 111548 members 
Entering Unmasked Estep 
Score: -19242732.000000 Penalty: 5934.552246
	Iteration 66Q: 3 clusters Score -1.924273e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 111924 members 
Entering Unmasked Estep 
Score: -19242744.000000 Penalty: 5934.552246
	Iteration 67Q: 3 clusters Score -1.924274e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 112292 members 
Entering Unmasked Estep 
Score: -19242696.000000 Penalty: 5934.552246
	Iteration 68Q: 3 clusters Score -1.92427e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 112659 members 
Entering Unmasked Estep 
Score: -19242758.000000 Penalty: 5934.552246
	Iteration 69Q: 3 clusters Score -1.924276e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -19242774.000000 Penalty: 5934.552246
	Iteration 70Q: 3 clusters Score -1.924277e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 113366 members 
Entering Unmasked Estep 
Score: -19242808.000000 Penalty: 5934.552246
	Iteration 71Q: 3 clusters Score -1.924281e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 113701 members 
Entering Unmasked Estep 
Score: -19242848.000000 Penalty: 5934.552246
	Iteration 72Q: 3 clusters Score -1.924285e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 114051 members 
Entering Unmasked Estep 
Score: -19242838.000000 Penalty: 5934.552246
	Iteration 73Q: 3 clusters Score -1.924284e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -19242894.000000 Penalty: 5934.552246
	Iteration 74Q: 3 clusters Score -1.924289e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 114745 members 
Entering Unmasked Estep 
Score: -19242936.000000 Penalty: 5934.552246
	Iteration 75Q: 3 clusters Score -1.924294e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 115129 members 
Entering Unmasked Estep 
Score: -19242944.000000 Penalty: 5934.552246
	Iteration 76Q: 3 clusters Score -1.924294e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -19242982.000000 Penalty: 5934.552246
	Iteration 77Q: 3 clusters Score -1.924298e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 115854 members 
Entering Unmasked Estep 
Score: -19242966.000000 Penalty: 5934.552246
	Iteration 78Q: 3 clusters Score -1.924297e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 116204 members 
Entering Unmasked Estep 
Score: -19243028.000000 Penalty: 5934.552246
	Iteration 79Q: 3 clusters Score -1.924303e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 116548 members 
Entering Unmasked Estep 
Score: -19243028.000000 Penalty: 5934.552246
	Iteration 80F: 3 clusters Score -1.924303e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -19243010.000000 Penalty: 5934.552246
	Iteration 81Q: 3 clusters Score -1.924301e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 117226 members 
Entering Unmasked Estep 
Score: -19243076.000000 Penalty: 5934.552246
	Iteration 82Q: 3 clusters Score -1.924308e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 117592 members 
Entering Unmasked Estep 
Score: -19243188.000000 Penalty: 5934.552246
	Iteration 83Q: 3 clusters Score -1.924319e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 117911 members 
Entering Unmasked Estep 
Score: -19243240.000000 Penalty: 5934.552246
	Iteration 84Q: 3 clusters Score -1.924324e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -19243228.000000 Penalty: 5934.552246
	Iteration 85Q: 3 clusters Score -1.924323e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 118530 members 
Entering Unmasked Estep 
Score: -19243224.000000 Penalty: 5934.552246
	Iteration 86Q: 3 clusters Score -1.924322e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 118794 members 
Entering Unmasked Estep 
Score: -19243254.000000 Penalty: 5934.552246
	Iteration 87Q: 3 clusters Score -1.924325e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -19243260.000000 Penalty: 5934.552246
	Iteration 88Q: 3 clusters Score -1.924326e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 119222 members 
Entering Unmasked Estep 
Score: -19243254.000000 Penalty: 5934.552246
	Iteration 89Q: 3 clusters Score -1.924325e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -19243270.000000 Penalty: 5934.552246
	Iteration 90Q: 3 clusters Score -1.924327e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 119576 members 
Entering Unmasked Estep 
Score: -19243276.000000 Penalty: 5934.552246
	Iteration 91Q: 3 clusters Score -1.924328e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 119730 members 
Entering Unmasked Estep 
Score: -19243254.000000 Penalty: 5934.552246
	Iteration 92Q: 3 clusters Score -1.924325e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 119871 members 
Entering Unmasked Estep 
Score: -19243226.000000 Penalty: 5934.552246
	Iteration 93Q: 3 clusters Score -1.924323e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
Score: -19243206.000000 Penalty: 5934.552246
	Iteration 94Q: 3 clusters Score -1.924321e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 120142 members 
Entering Unmasked Estep 
Score: -19243190.000000 Penalty: 5934.552246
	Iteration 95Q: 3 clusters Score -1.924319e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -19243204.000000 Penalty: 5934.552246
	Iteration 96Q: 3 clusters Score -1.92432e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -19243254.000000 Penalty: 5934.552246
	Iteration 97Q: 3 clusters Score -1.924325e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 120541 members 
Entering Unmasked Estep 
Score: -19243274.000000 Penalty: 5934.552246
	Iteration 98Q: 3 clusters Score -1.924327e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -19243296.000000 Penalty: 5934.552246
	Iteration 99Q: 3 clusters Score -1.92433e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -19243316.000000 Penalty: 5934.552246
	Iteration 100F: 3 clusters Score -1.924332e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 120910 members 
Entering Unmasked Estep 
Score: -19243304.000000 Penalty: 5934.552246
	Iteration 101Q: 3 clusters Score -1.92433e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 121039 members 
Entering Unmasked Estep 
Score: -19243310.000000 Penalty: 5934.552246
	Iteration 102Q: 3 clusters Score -1.924331e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -19243318.000000 Penalty: 5934.552246
	Iteration 103Q: 3 clusters Score -1.924332e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -19243316.000000 Penalty: 5934.552246
	Iteration 104Q: 3 clusters Score -1.924332e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 121359 members 
Entering Unmasked Estep 
Score: -19243326.000000 Penalty: 5934.552246
	Iteration 105Q: 3 clusters Score -1.924333e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 121461 members 
Entering Unmasked Estep 
Score: -19243354.000000 Penalty: 5934.552246
	Iteration 106Q: 3 clusters Score -1.924335e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 121544 members 
Entering Unmasked Estep 
Score: -19243364.000000 Penalty: 5934.552246
	Iteration 107Q: 3 clusters Score -1.924336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 121616 members 
Entering Unmasked Estep 
Score: -19243368.000000 Penalty: 5934.552246
	Iteration 108Q: 3 clusters Score -1.924337e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 121695 members 
Entering Unmasked Estep 
Score: -19243360.000000 Penalty: 5934.552246
	Iteration 109Q: 3 clusters Score -1.924336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 121767 members 
Entering Unmasked Estep 
Score: -19243338.000000 Penalty: 5934.552246
	Iteration 110Q: 3 clusters Score -1.924334e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -19243362.000000 Penalty: 5934.552246
	Iteration 111Q: 3 clusters Score -1.924336e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 121936 members 
Entering Unmasked Estep 
Score: -19243378.000000 Penalty: 5934.552246
	Iteration 112Q: 3 clusters Score -1.924338e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -19243394.000000 Penalty: 5934.552246
	Iteration 113Q: 3 clusters Score -1.924339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -19243380.000000 Penalty: 5934.552246
	Iteration 114Q: 3 clusters Score -1.924338e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 122193 members 
Entering Unmasked Estep 
Score: -19243392.000000 Penalty: 5934.552246
	Iteration 115Q: 3 clusters Score -1.924339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 122295 members 
Entering Unmasked Estep 
Score: -19243384.000000 Penalty: 5934.552246
	Iteration 116Q: 3 clusters Score -1.924338e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 122403 members 
Entering Unmasked Estep 
Score: -19243400.000000 Penalty: 5934.552246
	Iteration 117Q: 3 clusters Score -1.92434e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 122507 members 
Entering Unmasked Estep 
Score: -19243450.000000 Penalty: 5934.552246
	Iteration 118Q: 3 clusters Score -1.924345e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
Score: -19243468.000000 Penalty: 5934.552246
	Iteration 119Q: 3 clusters Score -1.924347e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -19243494.000000 Penalty: 5934.552246
	Iteration 120F: 3 clusters Score -1.924349e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -19243472.000000 Penalty: 5934.552246
	Iteration 121Q: 3 clusters Score -1.924347e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -19243476.000000 Penalty: 5934.552246
	Iteration 122Q: 3 clusters Score -1.924348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -19243490.000000 Penalty: 5934.552246
	Iteration 123Q: 3 clusters Score -1.924349e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.924348e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 123108 members 
Entering Unmasked Estep 
Score: -19243508.000000 Penalty: 5934.552246
	Iteration 125Q: 3 clusters Score -1.924351e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -19243500.000000 Penalty: 5934.552246
	Iteration 126Q: 3 clusters Score -1.92435e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -19243486.000000 Penalty: 5934.552246
	Iteration 127Q: 3 clusters Score -1.924349e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 123347 members 
Entering Unmasked Estep 
Score: -19243488.000000 Penalty: 5934.552246
	Iteration 128Q: 3 clusters Score -1.924349e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 123432 members 
Entering Unmasked Estep 
Score: -19243512.000000 Penalty: 5934.552246
	Iteration 129Q: 3 clusters Score -1.924351e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 123521 members 
Entering Unmasked Estep 
Score: -19243504.000000 Penalty: 5934.552246
	Iteration 130Q: 3 clusters Score -1.92435e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
Score: -19243488.000000 Penalty: 5934.552246
	Iteration 131Q: 3 clusters Score -1.924349e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 123709 members 
Entering Unmasked Estep 
Score: -19243514.000000 Penalty: 5934.552246
	Iteration 132Q: 3 clusters Score -1.924351e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 123795 members 
Entering Unmasked Estep 
Score: -19243528.000000 Penalty: 5934.552246
	Iteration 133Q: 3 clusters Score -1.924353e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 123887 members 
Entering Unmasked Estep 
Score: -19243520.000000 Penalty: 5934.552246
	Iteration 134Q: 3 clusters Score -1.924352e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 123988 members 
Entering Unmasked Estep 
Score: -19243534.000000 Penalty: 5934.552246
	Iteration 135Q: 3 clusters Score -1.924353e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -19243522.000000 Penalty: 5934.552246
	Iteration 136Q: 3 clusters Score -1.924352e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 124175 members 
Entering Unmasked Estep 
Score: -19243552.000000 Penalty: 5934.552246
	Iteration 137Q: 3 clusters Score -1.924355e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -19243562.000000 Penalty: 5934.552246
	Iteration 138Q: 3 clusters Score -1.924356e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -19243592.000000 Penalty: 5934.552246
	Iteration 139Q: 3 clusters Score -1.924359e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -19243576.000000 Penalty: 5934.552246
	Iteration 140F: 3 clusters Score -1.924358e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 124573 members 
Entering Unmasked Estep 
Score: -19243588.000000 Penalty: 5934.552246
	Iteration 141Q: 3 clusters Score -1.924359e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -19243584.000000 Penalty: 5934.552246
	Iteration 142Q: 3 clusters Score -1.924358e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 124735 members 
Entering Unmasked Estep 
Score: -19243592.000000 Penalty: 5934.552246
	Iteration 143Q: 3 clusters Score -1.924359e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -19243566.000000 Penalty: 5934.552246
	Iteration 144Q: 3 clusters Score -1.924357e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 124916 members 
Entering Unmasked Estep 
Score: -19243590.000000 Penalty: 5934.552246
	Iteration 145Q: 3 clusters Score -1.924359e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 125017 members 
Entering Unmasked Estep 
Score: -19243578.000000 Penalty: 5934.552246
	Iteration 146Q: 3 clusters Score -1.924358e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -19243578.000000 Penalty: 5934.552246
	Iteration 147Q: 3 clusters Score -1.924358e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -19243576.000000 Penalty: 5934.552246
	Iteration 148Q: 3 clusters Score -1.924358e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -19243574.000000 Penalty: 5934.552246
	Iteration 149Q: 3 clusters Score -1.924357e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -19243564.000000 Penalty: 5934.552246
	Iteration 150Q: 3 clusters Score -1.924356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 125418 members 
Entering Unmasked Estep 
Score: -19243504.000000 Penalty: 5934.552246
	Iteration 151Q: 3 clusters Score -1.92435e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 125507 members 
Entering Unmasked Estep 
Score: -19243532.000000 Penalty: 5934.552246
	Iteration 152Q: 3 clusters Score -1.924353e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -19243548.000000 Penalty: 5934.552246
	Iteration 153Q: 3 clusters Score -1.924355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -19243560.000000 Penalty: 5934.552246
	Iteration 154Q: 3 clusters Score -1.924356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -19243584.000000 Penalty: 5934.552246
	Iteration 155Q: 3 clusters Score -1.924358e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -19243588.000000 Penalty: 5934.552246
	Iteration 156Q: 3 clusters Score -1.924359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -19243588.000000 Penalty: 5934.552246
	Iteration 157Q: 3 clusters Score -1.924359e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -19243580.000000 Penalty: 5934.552246
	Iteration 158Q: 3 clusters Score -1.924358e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -19243584.000000 Penalty: 5934.552246
	Iteration 159Q: 3 clusters Score -1.924358e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -19243566.000000 Penalty: 5934.552246
	Iteration 160F: 3 clusters Score -1.924357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -19243566.000000 Penalty: 5934.552246
	Iteration 161Q: 3 clusters Score -1.924357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 126057 members 
Entering Unmasked Estep 
Score: -19243588.000000 Penalty: 5934.552246
	Iteration 162Q: 3 clusters Score -1.924359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 126083 members 
Entering Unmasked Estep 
Score: -19243578.000000 Penalty: 5934.552246
	Iteration 163Q: 3 clusters Score -1.924358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 126104 members 
Entering Unmasked Estep 
Score: -19243590.000000 Penalty: 5934.552246
	Iteration 164Q: 3 clusters Score -1.924359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 126134 members 
Entering Unmasked Estep 
Score: -19243596.000000 Penalty: 5934.552246
	Iteration 165Q: 3 clusters Score -1.92436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -19243610.000000 Penalty: 5934.552246
	Iteration 166Q: 3 clusters Score -1.924361e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -19243614.000000 Penalty: 5934.552246
	Iteration 167Q: 3 clusters Score -1.924361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -19243614.000000 Penalty: 5934.552246
	Iteration 168Q: 3 clusters Score -1.924361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 126217 members 
Entering Unmasked Estep 
Score: -19243632.000000 Penalty: 5934.552246
	Iteration 169Q: 3 clusters Score -1.924363e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 126244 members 
Entering Unmasked Estep 
Score: -19243612.000000 Penalty: 5934.552246
	Iteration 170Q: 3 clusters Score -1.924361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -19243606.000000 Penalty: 5934.552246
	Iteration 171Q: 3 clusters Score -1.924361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -19243606.000000 Penalty: 5934.552246
	Iteration 172Q: 3 clusters Score -1.924361e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -19243600.000000 Penalty: 5934.552246
	Iteration 173Q: 3 clusters Score -1.92436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 126365 members 
Entering Unmasked Estep 
Score: -19243628.000000 Penalty: 5934.552246
	Iteration 174Q: 3 clusters Score -1.924363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -19243646.000000 Penalty: 5934.552246
	Iteration 175Q: 3 clusters Score -1.924365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 126406 members 
Entering Unmasked Estep 
Score: -19243646.000000 Penalty: 5934.552246
	Iteration 176Q: 3 clusters Score -1.924365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 126420 members 
Entering Unmasked Estep 
Score: -19243642.000000 Penalty: 5934.552246
	Iteration 177Q: 3 clusters Score -1.924364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 126430 members 
Entering Unmasked Estep 
Score: -19243638.000000 Penalty: 5934.552246
	Iteration 178Q: 3 clusters Score -1.924364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 126438 members 
Entering Unmasked Estep 
Score: -19243658.000000 Penalty: 5934.552246
	Iteration 179Q: 3 clusters Score -1.924366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 126446 members 
Entering Unmasked Estep 
Score: -19243646.000000 Penalty: 5934.552246
	Iteration 180F: 3 clusters Score -1.924365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 126454 members 
Entering Unmasked Estep 
Score: -19243660.000000 Penalty: 5934.552246
	Iteration 181Q: 3 clusters Score -1.924366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 126456 members 
Entering Unmasked Estep 
Score: -19243662.000000 Penalty: 5934.552246
	Iteration 182Q: 3 clusters Score -1.924366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -19243648.000000 Penalty: 5934.552246
	Iteration 183Q: 3 clusters Score -1.924365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -19243650.000000 Penalty: 5934.552246
	Iteration 184Q: 3 clusters Score -1.924365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 126464 members 
Entering Unmasked Estep 
Score: -19243646.000000 Penalty: 5934.552246
	Iteration 185Q: 3 clusters Score -1.924365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -19243658.000000 Penalty: 5934.552246
	Iteration 186Q: 3 clusters Score -1.924366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -19243656.000000 Penalty: 5934.552246
	Iteration 187Q: 3 clusters Score -1.924366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -19243670.000000 Penalty: 5934.552246
	Iteration 188Q: 3 clusters Score -1.924367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -19243668.000000 Penalty: 5934.552246
	Iteration 189Q: 3 clusters Score -1.924367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -19243660.000000 Penalty: 5934.552246
	Iteration 190Q: 3 clusters Score -1.924366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 126491 members 
Entering Unmasked Estep 
Score: -19243654.000000 Penalty: 5934.552246
	Iteration 191Q: 3 clusters Score -1.924365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -19243660.000000 Penalty: 5934.552246
	Iteration 192Q: 3 clusters Score -1.924366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -19243666.000000 Penalty: 5934.552246
	Iteration 193Q: 3 clusters Score -1.924367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 126501 members 
Entering Unmasked Estep 
Score: -19243674.000000 Penalty: 5934.552246
	Iteration 194Q: 3 clusters Score -1.924367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 126503 members 
Entering Unmasked Estep 
Score: -19243670.000000 Penalty: 5934.552246
	Iteration 195Q: 3 clusters Score -1.924367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -19243658.000000 Penalty: 5934.552246
	Iteration 196Q: 3 clusters Score -1.924366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 126504 members 
Entering Unmasked Estep 
Score: -19243658.000000 Penalty: 5934.552246
	Iteration 197F: 3 clusters Score -1.924366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Entering Unmasked Estep 
Score: -1365924.750000 Penalty: 2313.330566
	Iteration 0F: 2 clusters Score -1365925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1357365.750000 Penalty: 4626.661133
	Iteration 0F: 3 clusters Score -1357366 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1359926.500000 Penalty: 4626.661133
	Iteration 1F: 3 clusters Score -1359926 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1360190.000000 Penalty: 4626.661133
	Iteration 2F: 3 clusters Score -1360190 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1360391.625000 Penalty: 4626.661133
	Iteration 3Q: 3 clusters Score -1360392 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1360546.250000 Penalty: 4626.661133
	Iteration 4Q: 3 clusters Score -1360546 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1360693.625000 Penalty: 4626.661133
	Iteration 5Q: 3 clusters Score -1360694 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1360853.625000 Penalty: 4626.661133
	Iteration 6Q: 3 clusters Score -1360854 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1361052.625000 Penalty: 4626.661133
	Iteration 7Q: 3 clusters Score -1361053 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1361297.375000 Penalty: 4626.661133
	Iteration 8Q: 3 clusters Score -1361297 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1361649.125000 Penalty: 4626.661133
	Iteration 9Q: 3 clusters Score -1361649 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1362036.125000 Penalty: 4626.661133
	Iteration 10F: 3 clusters Score -1362036 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1362424.750000 Penalty: 4626.661133
	Iteration 11F: 3 clusters Score -1362425 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1362826.750000 Penalty: 4626.661133
	Iteration 12F: 3 clusters Score -1362827 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1363211.375000 Penalty: 4626.661133
	Iteration 13Q: 3 clusters Score -1363211 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1363561.750000 Penalty: 4626.661133
	Iteration 14Q: 3 clusters Score -1363562 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1363792.625000 Penalty: 4626.661133
	Iteration 15Q: 3 clusters Score -1363793 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1363977.125000 Penalty: 4626.661133
	Iteration 16Q: 3 clusters Score -1363977 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1364103.625000 Penalty: 4626.661133
	Iteration 17Q: 3 clusters Score -1364104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1364197.875000 Penalty: 4626.661133
	Iteration 18Q: 3 clusters Score -1364198 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1364273.875000 Penalty: 4626.661133
	Iteration 19Q: 3 clusters Score -1364274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1364364.375000 Penalty: 4626.661133
	Iteration 20F: 3 clusters Score -1364364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1364449.750000 Penalty: 4626.661133
	Iteration 21Q: 3 clusters Score -1364450 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1364509.375000 Penalty: 4626.661133
	Iteration 22Q: 3 clusters Score -1364509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1364543.500000 Penalty: 4626.661133
	Iteration 23Q: 3 clusters Score -1364544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1364566.250000 Penalty: 4626.661133
	Iteration 24Q: 3 clusters Score -1364566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1364576.000000 Penalty: 4626.661133
	Iteration 25Q: 3 clusters Score -1364576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1364586.125000 Penalty: 4626.661133
	Iteration 26Q: 3 clusters Score -1364586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1364589.000000 Penalty: 4626.661133
	Iteration 27Q: 3 clusters Score -1364589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1364594.000000 Penalty: 4626.661133
	Iteration 28Q: 3 clusters Score -1364594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1364596.375000 Penalty: 4626.661133
	Iteration 29Q: 3 clusters Score -1364596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1364597.625000 Penalty: 4626.661133
	Iteration 30Q: 3 clusters Score -1364598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1364597.875000 Penalty: 4626.661133
	Iteration 31Q: 3 clusters Score -1364598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1364599.500000 Penalty: 4626.661133
	Iteration 32Q: 3 clusters Score -1364600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1364601.250000 Penalty: 4626.661133
	Iteration 33Q: 3 clusters Score -1364601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1364604.375000 Penalty: 4626.661133
	Iteration 34Q: 3 clusters Score -1364604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1364603.000000 Penalty: 4626.661133
	Iteration 35Q: 3 clusters Score -1364603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1364602.750000 Penalty: 4626.661133
	Iteration 36Q: 3 clusters Score -1364603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1364604.625000 Penalty: 4626.661133
	Iteration 37Q: 3 clusters Score -1364605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1364604.625000 Penalty: 4626.661133
	Iteration 38F: 3 clusters Score -1364605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Entering Unmasked Estep 
Score: -1192541.125000 Penalty: 2294.843262
	Iteration 0F: 2 clusters Score -1192541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1184638.000000 Penalty: 4589.686523
	Iteration 0F: 3 clusters Score -1184638 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1187059.375000 Penalty: 4589.686523
	Iteration 1F: 3 clusters Score -1187059 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1187514.000000 Penalty: 4589.686523
	Iteration 2F: 3 clusters Score -1187514 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1187971.625000 Penalty: 4589.686523
	Iteration 3F: 3 clusters Score -1187972 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1188425.875000 Penalty: 4589.686523
	Iteration 4F: 3 clusters Score -1188426 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1188862.500000 Penalty: 4589.686523
	Iteration 5F: 3 clusters Score -1188862 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1189195.250000 Penalty: 4589.686523
	Iteration 6F: 3 clusters Score -1189195 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1189445.125000 Penalty: 4589.686523
	Iteration 7Q: 3 clusters Score -1189445 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1189633.000000 Penalty: 4589.686523
	Iteration 8Q: 3 clusters Score -1189633 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1189769.375000 Penalty: 4589.686523
	Iteration 9Q: 3 clusters Score -1189769 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1189876.000000 Penalty: 4589.686523
	Iteration 10Q: 3 clusters Score -1189876 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1189948.125000 Penalty: 4589.686523
	Iteration 11Q: 3 clusters Score -1189948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1190003.125000 Penalty: 4589.686523
	Iteration 12Q: 3 clusters Score -1190003 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1190046.250000 Penalty: 4589.686523
	Iteration 13Q: 3 clusters Score -1190046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1190088.000000 Penalty: 4589.686523
	Iteration 14Q: 3 clusters Score -1190088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1190114.625000 Penalty: 4589.686523
	Iteration 15Q: 3 clusters Score -1190115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1190136.625000 Penalty: 4589.686523
	Iteration 16Q: 3 clusters Score -1190137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1190150.250000 Penalty: 4589.686523
	Iteration 17Q: 3 clusters Score -1190150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1190163.625000 Penalty: 4589.686523
	Iteration 18Q: 3 clusters Score -1190164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1190173.625000 Penalty: 4589.686523
	Iteration 19Q: 3 clusters Score -1190174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1190181.500000 Penalty: 4589.686523
	Iteration 20F: 3 clusters Score -1190182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1190191.875000 Penalty: 4589.686523
	Iteration 21Q: 3 clusters Score -1190192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1190199.625000 Penalty: 4589.686523
	Iteration 22Q: 3 clusters Score -1190200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1190203.875000 Penalty: 4589.686523
	Iteration 23Q: 3 clusters Score -1190204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1190207.625000 Penalty: 4589.686523
	Iteration 24Q: 3 clusters Score -1190208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1190212.375000 Penalty: 4589.686523
	Iteration 25Q: 3 clusters Score -1190212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1190215.375000 Penalty: 4589.686523
	Iteration 26Q: 3 clusters Score -1190215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1190215.125000 Penalty: 4589.686523
	Iteration 27Q: 3 clusters Score -1190215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1190218.625000 Penalty: 4589.686523
	Iteration 28Q: 3 clusters Score -1190219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1190220.875000 Penalty: 4589.686523
	Iteration 29Q: 3 clusters Score -1190221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1190222.750000 Penalty: 4589.686523
	Iteration 30Q: 3 clusters Score -1190223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1190225.500000 Penalty: 4589.686523
	Iteration 31Q: 3 clusters Score -1190226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1190226.000000 Penalty: 4589.686523
	Iteration 32Q: 3 clusters Score -1190226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1190228.500000 Penalty: 4589.686523
	Iteration 33Q: 3 clusters Score -1190228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1190232.875000 Penalty: 4589.686523
	Iteration 34Q: 3 clusters Score -1190233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1190237.125000 Penalty: 4589.686523
	Iteration 35Q: 3 clusters Score -1190237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1190240.375000 Penalty: 4589.686523
	Iteration 36Q: 3 clusters Score -1190240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1190246.250000 Penalty: 4589.686523
	Iteration 37Q: 3 clusters Score -1190246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1190247.750000 Penalty: 4589.686523
	Iteration 38Q: 3 clusters Score -1190248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1190253.625000 Penalty: 4589.686523
	Iteration 39Q: 3 clusters Score -1190254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1190254.125000 Penalty: 4589.686523
	Iteration 40F: 3 clusters Score -1190254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1190251.625000 Penalty: 4589.686523
	Iteration 41Q: 3 clusters Score -1190252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1190258.500000 Penalty: 4589.686523
	Iteration 42Q: 3 clusters Score -1190258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1190260.250000 Penalty: 4589.686523
	Iteration 43Q: 3 clusters Score -1190260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1190266.125000 Penalty: 4589.686523
	Iteration 44Q: 3 clusters Score -1190266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1190273.750000 Penalty: 4589.686523
	Iteration 45Q: 3 clusters Score -1190274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1190272.875000 Penalty: 4589.686523
	Iteration 46Q: 3 clusters Score -1190273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1190277.125000 Penalty: 4589.686523
	Iteration 47Q: 3 clusters Score -1190277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1190286.625000 Penalty: 4589.686523
	Iteration 48Q: 3 clusters Score -1190287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1190293.750000 Penalty: 4589.686523
	Iteration 49Q: 3 clusters Score -1190294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1190304.000000 Penalty: 4589.686523
	Iteration 50Q: 3 clusters Score -1190304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1190307.375000 Penalty: 4589.686523
	Iteration 51Q: 3 clusters Score -1190307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1190319.000000 Penalty: 4589.686523
	Iteration 52Q: 3 clusters Score -1190319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1190325.250000 Penalty: 4589.686523
	Iteration 53Q: 3 clusters Score -1190325 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1190339.375000 Penalty: 4589.686523
	Iteration 54Q: 3 clusters Score -1190339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1190359.500000 Penalty: 4589.686523
	Iteration 55Q: 3 clusters Score -1190360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1190377.250000 Penalty: 4589.686523
	Iteration 56Q: 3 clusters Score -1190377 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1190412.625000 Penalty: 4589.686523
	Iteration 57Q: 3 clusters Score -1190413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1190441.500000 Penalty: 4589.686523
	Iteration 58Q: 3 clusters Score -1190442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1190491.250000 Penalty: 4589.686523
	Iteration 59Q: 3 clusters Score -1190491 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1190557.750000 Penalty: 4589.686523
	Iteration 60F: 3 clusters Score -1190558 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1190639.875000 Penalty: 4589.686523
	Iteration 61Q: 3 clusters Score -1190640 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1190745.250000 Penalty: 4589.686523
	Iteration 62Q: 3 clusters Score -1190745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1190860.875000 Penalty: 4589.686523
	Iteration 63Q: 3 clusters Score -1190861 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1190988.875000 Penalty: 4589.686523
	Iteration 64Q: 3 clusters Score -1190989 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1191107.625000 Penalty: 4589.686523
	Iteration 65Q: 3 clusters Score -1191108 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1191196.500000 Penalty: 4589.686523
	Iteration 66Q: 3 clusters Score -1191196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1191269.125000 Penalty: 4589.686523
	Iteration 67Q: 3 clusters Score -1191269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1191323.000000 Penalty: 4589.686523
	Iteration 68Q: 3 clusters Score -1191323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1191354.000000 Penalty: 4589.686523
	Iteration 69Q: 3 clusters Score -1191354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1191382.000000 Penalty: 4589.686523
	Iteration 70Q: 3 clusters Score -1191382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1191407.625000 Penalty: 4589.686523
	Iteration 71Q: 3 clusters Score -1191408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1191421.625000 Penalty: 4589.686523
	Iteration 72Q: 3 clusters Score -1191422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1191431.000000 Penalty: 4589.686523
	Iteration 73Q: 3 clusters Score -1191431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1191439.000000 Penalty: 4589.686523
	Iteration 74Q: 3 clusters Score -1191439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1191444.750000 Penalty: 4589.686523
	Iteration 75Q: 3 clusters Score -1191445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1191448.125000 Penalty: 4589.686523
	Iteration 76Q: 3 clusters Score -1191448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1191452.750000 Penalty: 4589.686523
	Iteration 77Q: 3 clusters Score -1191453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1191454.125000 Penalty: 4589.686523
	Iteration 78Q: 3 clusters Score -1191454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1191455.125000 Penalty: 4589.686523
	Iteration 79Q: 3 clusters Score -1191455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1191460.625000 Penalty: 4589.686523
	Iteration 80F: 3 clusters Score -1191461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1191463.000000 Penalty: 4589.686523
	Iteration 81Q: 3 clusters Score -1191463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1191468.625000 Penalty: 4589.686523
	Iteration 82Q: 3 clusters Score -1191469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1191470.250000 Penalty: 4589.686523
	Iteration 83Q: 3 clusters Score -1191470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1191470.000000 Penalty: 4589.686523
	Iteration 84Q: 3 clusters Score -1191470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1191470.625000 Penalty: 4589.686523
	Iteration 85Q: 3 clusters Score -1191471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1191470.625000 Penalty: 4589.686523
	Iteration 86Q: 3 clusters Score -1191471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1191470.625000 Penalty: 4589.686523
	Iteration 87F: 3 clusters Score -1191471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139363.343750 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139363.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139910.828125 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139910.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140377.390625 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -140377.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -140743.609375 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -140743.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -140998.109375 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -140998.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141302.640625 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -141302.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -141483.859375 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -141483.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141518.140625 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -141518.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -141547.546875 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -141547.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -141579.046875 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -141579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141605.468750 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -141605.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -141635.140625 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -141635.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -141673.281250 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -141673.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -141744.171875 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -141744.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -141887.031250 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -141887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -142040.875000 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -142040.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142182.890625 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -142182.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142266.109375 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -142266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142299.078125 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -142299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -142329.062500 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -142329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142333.765625 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -142333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142335.312500 Penalty: 3543.625977
	Iteration 21Q: 3 clusters Score -142335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -142338.187500 Penalty: 3543.625977
	Iteration 22Q: 3 clusters Score -142338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142340.093750 Penalty: 3543.625977
	Iteration 23Q: 3 clusters Score -142340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142341.218750 Penalty: 3543.625977
	Iteration 24Q: 3 clusters Score -142341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142341.218750 Penalty: 3543.625977
	Iteration 25F: 3 clusters Score -142341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 94123 members 
Mstep: Class 3 contains 6792 members 
Mstep: Class 4 contains 88399 members 
Mstep: Class 5 contains 74825 members 
Mstep: Class 6 contains 25711 members 
Mstep: Class 7 contains 159250 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 188794 members 
Mstep: Class 13 contains 69217 members 
Mstep: Class 14 contains 47103 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 178994 members 
Mstep: Class 20 contains 166309 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54143 members 
Mstep: Class 23 contains 81965 members 
Mstep: Class 24 contains 157129 members 
Mstep: Class 25 contains 11248 members 
Mstep: Class 26 contains 10440 members 
Mstep: Class 27 contains 509 members 
Mstep: Class 28 contains 12374 members 
Mstep: Class 29 contains 758 members 
Entering Unmasked Estep 
Score: -194714672.000000 Penalty: 102794.593750
Splitting cluster 27 changes total score from -194715408.000000 to -194714672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (12374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Entering Unmasked Estep 
Score: -1498649.750000 Penalty: 2336.991699
	Iteration 0F: 2 clusters Score -1498650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1489529.250000 Penalty: 4673.983398
	Iteration 0F: 3 clusters Score -1489529 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1492284.500000 Penalty: 4673.983398
	Iteration 1F: 3 clusters Score -1492284 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1492653.250000 Penalty: 4673.983398
	Iteration 2F: 3 clusters Score -1492653 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1492996.125000 Penalty: 4673.983398
	Iteration 3F: 3 clusters Score -1492996 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1493309.625000 Penalty: 4673.983398
	Iteration 4Q: 3 clusters Score -1493310 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1493617.625000 Penalty: 4673.983398
	Iteration 5Q: 3 clusters Score -1493618 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1493953.125000 Penalty: 4673.983398
	Iteration 6Q: 3 clusters Score -1493953 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1494328.875000 Penalty: 4673.983398
	Iteration 7Q: 3 clusters Score -1494329 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1494772.500000 Penalty: 4673.983398
	Iteration 8Q: 3 clusters Score -1494772 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1495238.500000 Penalty: 4673.983398
	Iteration 9Q: 3 clusters Score -1495238 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1495702.375000 Penalty: 4673.983398
	Iteration 10Q: 3 clusters Score -1495702 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1496105.875000 Penalty: 4673.983398
	Iteration 11Q: 3 clusters Score -1496106 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1496360.250000 Penalty: 4673.983398
	Iteration 12Q: 3 clusters Score -1496360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1496532 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1496684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1496786.500000 Penalty: 4673.983398
	Iteration 15Q: 3 clusters Score -1496786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1496858.250000 Penalty: 4673.983398
	Iteration 16Q: 3 clusters Score -1496858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1496900.500000 Penalty: 4673.983398
	Iteration 17Q: 3 clusters Score -1496900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1496919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1496927.500000 Penalty: 4673.983398
	Iteration 19Q: 3 clusters Score -1496928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1496932.375000 Penalty: 4673.983398
	Iteration 20F: 3 clusters Score -1496932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1496937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1496941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1496942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1496944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1496945.875000 Penalty: 4673.983398
	Iteration 25Q: 3 clusters Score -1496946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1496944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1496945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1496944.625000 Penalty: 4673.983398
	Iteration 28F: 3 clusters Score -1496945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 94123 members 
Mstep: Class 3 contains 6792 members 
Mstep: Class 4 contains 88399 members 
Mstep: Class 5 contains 74825 members 
Mstep: Class 6 contains 25711 members 
Mstep: Class 7 contains 159250 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 188794 members 
Mstep: Class 13 contains 69217 members 
Mstep: Class 14 contains 47103 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 161533 members 
Mstep: Class 19 contains 178994 members 
Mstep: Class 20 contains 166309 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54143 members 
Mstep: Class 23 contains 81965 members 
Mstep: Class 24 contains 157129 members 
Mstep: Class 25 contains 11248 members 
Mstep: Class 26 contains 10440 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 29 clusters Score -1.947155e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 94072 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 88366 members 
Mstep: Class 5 contains 74838 members 
Mstep: Class 6 contains 25736 members 
Mstep: Class 7 contains 159159 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 188692 members 
Mstep: Class 13 contains 69216 members 
Mstep: Class 14 contains 47088 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 161253 members 
Mstep: Class 19 contains 178916 members 
Mstep: Class 20 contains 166193 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54171 members 
Mstep: Class 23 contains 81944 members 
Mstep: Class 24 contains 157812 members 
Mstep: Class 25 contains 11255 members 
Mstep: Class 26 contains 10406 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 29 clusters Score -1.947151e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 94039 members 
Mstep: Class 3 contains 6821 members 
Mstep: Class 4 contains 88314 members 
Mstep: Class 5 contains 74860 members 
Mstep: Class 6 contains 25758 members 
Mstep: Class 7 contains 159091 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 188607 members 
Mstep: Class 13 contains 69218 members 
Mstep: Class 14 contains 47061 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 160950 members 
Mstep: Class 19 contains 178790 members 
Mstep: Class 20 contains 166091 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54171 members 
Mstep: Class 23 contains 81927 members 
Mstep: Class 24 contains 158539 members 
Mstep: Class 25 contains 11257 members 
Mstep: Class 26 contains 10385 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 281Q: 29 clusters Score -1.947155e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 94034 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 88245 members 
Mstep: Class 5 contains 74899 members 
Mstep: Class 6 contains 25781 members 
Mstep: Class 7 contains 159035 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 188553 members 
Mstep: Class 13 contains 69211 members 
Mstep: Class 14 contains 47039 members 
Mstep: Class 15 contains 4955 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 160673 members 
Mstep: Class 19 contains 178590 members 
Mstep: Class 20 contains 165974 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54184 members 
Mstep: Class 23 contains 81876 members 
Mstep: Class 24 contains 159302 members 
Mstep: Class 25 contains 11259 members 
Mstep: Class 26 contains 10356 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12605 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 29 clusters Score -1.947157e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 94018 members 
Mstep: Class 3 contains 6846 members 
Mstep: Class 4 contains 88176 members 
Mstep: Class 5 contains 74951 members 
Mstep: Class 6 contains 25802 members 
Mstep: Class 7 contains 158998 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 188484 members 
Mstep: Class 13 contains 69178 members 
Mstep: Class 14 contains 47006 members 
Mstep: Class 15 contains 4923 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 160397 members 
Mstep: Class 19 contains 178435 members 
Mstep: Class 20 contains 165831 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54184 members 
Mstep: Class 23 contains 81822 members 
Mstep: Class 24 contains 160087 members 
Mstep: Class 25 contains 11257 members 
Mstep: Class 26 contains 10332 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716112.000000 Penalty: 99249.953125
Iteration 283Q: 29 clusters Score -1.947161e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93996 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 88110 members 
Mstep: Class 5 contains 74999 members 
Mstep: Class 6 contains 25816 members 
Mstep: Class 7 contains 158966 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 188389 members 
Mstep: Class 13 contains 69123 members 
Mstep: Class 14 contains 46974 members 
Mstep: Class 15 contains 4897 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 160095 members 
Mstep: Class 19 contains 178311 members 
Mstep: Class 20 contains 165683 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54181 members 
Mstep: Class 23 contains 81765 members 
Mstep: Class 24 contains 160948 members 
Mstep: Class 25 contains 11260 members 
Mstep: Class 26 contains 10317 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715984.000000 Penalty: 99249.953125
Iteration 284Q: 29 clusters Score -1.94716e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93962 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 88048 members 
Mstep: Class 5 contains 75068 members 
Mstep: Class 6 contains 25835 members 
Mstep: Class 7 contains 158925 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 188277 members 
Mstep: Class 13 contains 69078 members 
Mstep: Class 14 contains 46930 members 
Mstep: Class 15 contains 4881 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 159791 members 
Mstep: Class 19 contains 178148 members 
Mstep: Class 20 contains 165545 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54200 members 
Mstep: Class 23 contains 81719 members 
Mstep: Class 24 contains 161795 members 
Mstep: Class 25 contains 11272 members 
Mstep: Class 26 contains 10307 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716560.000000 Penalty: 99249.953125
Iteration 285Q: 29 clusters Score -1.947166e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 93912 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 87969 members 
Mstep: Class 5 contains 75145 members 
Mstep: Class 6 contains 25847 members 
Mstep: Class 7 contains 158889 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 188150 members 
Mstep: Class 13 contains 69034 members 
Mstep: Class 14 contains 46867 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 159547 members 
Mstep: Class 19 contains 177987 members 
Mstep: Class 20 contains 165477 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54191 members 
Mstep: Class 23 contains 81658 members 
Mstep: Class 24 contains 162619 members 
Mstep: Class 25 contains 11273 members 
Mstep: Class 26 contains 10296 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716928.000000 Penalty: 99249.953125
Iteration 286Q: 29 clusters Score -1.947169e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 93874 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 87883 members 
Mstep: Class 5 contains 75229 members 
Mstep: Class 6 contains 25882 members 
Mstep: Class 7 contains 158878 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 188042 members 
Mstep: Class 13 contains 68987 members 
Mstep: Class 14 contains 46822 members 
Mstep: Class 15 contains 4841 members 
Mstep: Class 16 contains 6837 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 159240 members 
Mstep: Class 19 contains 177800 members 
Mstep: Class 20 contains 165391 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54186 members 
Mstep: Class 23 contains 81613 members 
Mstep: Class 24 contains 163447 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 10268 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717376.000000 Penalty: 99249.953125
Iteration 287Q: 29 clusters Score -1.947174e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 93843 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 87805 members 
Mstep: Class 5 contains 75319 members 
Mstep: Class 6 contains 25898 members 
Mstep: Class 7 contains 158848 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 187970 members 
Mstep: Class 13 contains 68922 members 
Mstep: Class 14 contains 46784 members 
Mstep: Class 15 contains 4819 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 158929 members 
Mstep: Class 19 contains 177625 members 
Mstep: Class 20 contains 165376 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54168 members 
Mstep: Class 23 contains 81550 members 
Mstep: Class 24 contains 164233 members 
Mstep: Class 25 contains 11275 members 
Mstep: Class 26 contains 10244 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716816.000000 Penalty: 99249.953125
Iteration 288Q: 29 clusters Score -1.947168e+08 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 93797 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 87735 members 
Mstep: Class 5 contains 75429 members 
Mstep: Class 6 contains 25911 members 
Mstep: Class 7 contains 158792 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 187912 members 
Mstep: Class 13 contains 68871 members 
Mstep: Class 14 contains 46743 members 
Mstep: Class 15 contains 4803 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 158624 members 
Mstep: Class 19 contains 177432 members 
Mstep: Class 20 contains 165324 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54143 members 
Mstep: Class 23 contains 81505 members 
Mstep: Class 24 contains 165027 members 
Mstep: Class 25 contains 11268 members 
Mstep: Class 26 contains 10222 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716656.000000 Penalty: 99249.953125
Iteration 289Q: 29 clusters Score -1.947167e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 93779 members 
Mstep: Class 3 contains 6978 members 
Mstep: Class 4 contains 87648 members 
Mstep: Class 5 contains 75534 members 
Mstep: Class 6 contains 25921 members 
Mstep: Class 7 contains 158730 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 187841 members 
Mstep: Class 13 contains 68806 members 
Mstep: Class 14 contains 46701 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 158306 members 
Mstep: Class 19 contains 177229 members 
Mstep: Class 20 contains 165283 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54126 members 
Mstep: Class 23 contains 81433 members 
Mstep: Class 24 contains 165863 members 
Mstep: Class 25 contains 11269 members 
Mstep: Class 26 contains 10212 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716416.000000 Penalty: 99249.953125
Iteration 290Q: 29 clusters Score -1.947164e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 93763 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 87576 members 
Mstep: Class 5 contains 75643 members 
Mstep: Class 6 contains 25935 members 
Mstep: Class 7 contains 158696 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 187730 members 
Mstep: Class 13 contains 68761 members 
Mstep: Class 14 contains 46657 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 157972 members 
Mstep: Class 19 contains 177021 members 
Mstep: Class 20 contains 165200 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54113 members 
Mstep: Class 23 contains 81366 members 
Mstep: Class 24 contains 166731 members 
Mstep: Class 25 contains 11267 members 
Mstep: Class 26 contains 10197 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 12983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717104.000000 Penalty: 99249.953125
Iteration 291Q: 29 clusters Score -1.947171e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 93749 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 87496 members 
Mstep: Class 5 contains 75740 members 
Mstep: Class 6 contains 25955 members 
Mstep: Class 7 contains 158642 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 187644 members 
Mstep: Class 13 contains 68695 members 
Mstep: Class 14 contains 46625 members 
Mstep: Class 15 contains 4770 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 157672 members 
Mstep: Class 19 contains 176844 members 
Mstep: Class 20 contains 165111 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54105 members 
Mstep: Class 23 contains 81295 members 
Mstep: Class 24 contains 167575 members 
Mstep: Class 25 contains 11261 members 
Mstep: Class 26 contains 10186 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716816.000000 Penalty: 99249.953125
Iteration 292Q: 29 clusters Score -1.947168e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 93714 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 87433 members 
Mstep: Class 5 contains 75817 members 
Mstep: Class 6 contains 25987 members 
Mstep: Class 7 contains 158577 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 187593 members 
Mstep: Class 13 contains 68656 members 
Mstep: Class 14 contains 46585 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 157323 members 
Mstep: Class 19 contains 176694 members 
Mstep: Class 20 contains 165022 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54091 members 
Mstep: Class 23 contains 81238 members 
Mstep: Class 24 contains 168385 members 
Mstep: Class 25 contains 11251 members 
Mstep: Class 26 contains 10174 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717216.000000 Penalty: 99249.953125
Iteration 293Q: 29 clusters Score -1.947172e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 93706 members 
Mstep: Class 3 contains 7052 members 
Mstep: Class 4 contains 87326 members 
Mstep: Class 5 contains 75889 members 
Mstep: Class 6 contains 26010 members 
Mstep: Class 7 contains 158526 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 187540 members 
Mstep: Class 13 contains 68638 members 
Mstep: Class 14 contains 46532 members 
Mstep: Class 15 contains 4742 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 157020 members 
Mstep: Class 19 contains 176485 members 
Mstep: Class 20 contains 164924 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54077 members 
Mstep: Class 23 contains 81166 members 
Mstep: Class 24 contains 169233 members 
Mstep: Class 25 contains 11257 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716784.000000 Penalty: 99249.953125
Iteration 294Q: 29 clusters Score -1.947168e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 93694 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 4 contains 87221 members 
Mstep: Class 5 contains 75965 members 
Mstep: Class 6 contains 26026 members 
Mstep: Class 7 contains 158471 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 187532 members 
Mstep: Class 13 contains 68617 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 156731 members 
Mstep: Class 19 contains 176291 members 
Mstep: Class 20 contains 164782 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54062 members 
Mstep: Class 23 contains 81095 members 
Mstep: Class 24 contains 170043 members 
Mstep: Class 25 contains 11264 members 
Mstep: Class 26 contains 10149 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717216.000000 Penalty: 99249.953125
Iteration 295Q: 29 clusters Score -1.947172e+08 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 93673 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 87109 members 
Mstep: Class 5 contains 76046 members 
Mstep: Class 6 contains 26048 members 
Mstep: Class 7 contains 158403 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 187504 members 
Mstep: Class 13 contains 68594 members 
Mstep: Class 14 contains 46448 members 
Mstep: Class 15 contains 4713 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 156492 members 
Mstep: Class 19 contains 176070 members 
Mstep: Class 20 contains 164664 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54031 members 
Mstep: Class 23 contains 81042 members 
Mstep: Class 24 contains 170834 members 
Mstep: Class 25 contains 11276 members 
Mstep: Class 26 contains 10140 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718064.000000 Penalty: 99249.953125
Iteration 296Q: 29 clusters Score -1.947181e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 93640 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 86987 members 
Mstep: Class 5 contains 76139 members 
Mstep: Class 6 contains 26075 members 
Mstep: Class 7 contains 158333 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 187474 members 
Mstep: Class 13 contains 68584 members 
Mstep: Class 14 contains 46414 members 
Mstep: Class 15 contains 4703 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 156223 members 
Mstep: Class 19 contains 175847 members 
Mstep: Class 20 contains 164608 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 54002 members 
Mstep: Class 23 contains 80983 members 
Mstep: Class 24 contains 171612 members 
Mstep: Class 25 contains 11278 members 
Mstep: Class 26 contains 10125 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718048.000000 Penalty: 99249.953125
Iteration 297Q: 29 clusters Score -1.94718e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 86869 members 
Mstep: Class 5 contains 76225 members 
Mstep: Class 6 contains 26087 members 
Mstep: Class 7 contains 158277 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 187430 members 
Mstep: Class 13 contains 68570 members 
Mstep: Class 14 contains 46392 members 
Mstep: Class 15 contains 4680 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 155946 members 
Mstep: Class 19 contains 175665 members 
Mstep: Class 20 contains 164589 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53986 members 
Mstep: Class 23 contains 80918 members 
Mstep: Class 24 contains 172339 members 
Mstep: Class 25 contains 11282 members 
Mstep: Class 26 contains 10127 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717952.000000 Penalty: 99249.953125
Iteration 298Q: 29 clusters Score -1.94718e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 93535 members 
Mstep: Class 3 contains 7167 members 
Mstep: Class 4 contains 86744 members 
Mstep: Class 5 contains 76320 members 
Mstep: Class 6 contains 26107 members 
Mstep: Class 7 contains 158211 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 187358 members 
Mstep: Class 13 contains 68551 members 
Mstep: Class 14 contains 46373 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 155716 members 
Mstep: Class 19 contains 175540 members 
Mstep: Class 20 contains 164530 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53952 members 
Mstep: Class 23 contains 80877 members 
Mstep: Class 24 contains 173005 members 
Mstep: Class 25 contains 11283 members 
Mstep: Class 26 contains 10125 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13312 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 29 clusters Score -1.947183e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 93488 members 
Mstep: Class 3 contains 7194 members 
Mstep: Class 4 contains 86596 members 
Mstep: Class 5 contains 76407 members 
Mstep: Class 6 contains 26114 members 
Mstep: Class 7 contains 158110 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 926 members 
Mstep: Class 12 contains 187291 members 
Mstep: Class 13 contains 68541 members 
Mstep: Class 14 contains 46358 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 155476 members 
Mstep: Class 19 contains 175402 members 
Mstep: Class 20 contains 164507 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53933 members 
Mstep: Class 23 contains 80809 members 
Mstep: Class 24 contains 173718 members 
Mstep: Class 25 contains 11296 members 
Mstep: Class 26 contains 10114 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718912.000000 Penalty: 99249.953125
Iteration 300F: 29 clusters Score -1.947189e+08 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 93429 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 86465 members 
Mstep: Class 5 contains 76476 members 
Mstep: Class 6 contains 26117 members 
Mstep: Class 7 contains 158056 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 187234 members 
Mstep: Class 13 contains 68515 members 
Mstep: Class 14 contains 46325 members 
Mstep: Class 15 contains 4653 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 155261 members 
Mstep: Class 19 contains 175230 members 
Mstep: Class 20 contains 164449 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53906 members 
Mstep: Class 23 contains 80744 members 
Mstep: Class 24 contains 174468 members 
Mstep: Class 25 contains 11290 members 
Mstep: Class 26 contains 10113 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719152.000000 Penalty: 99249.953125
Iteration 301Q: 29 clusters Score -1.947192e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 93359 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 4 contains 86332 members 
Mstep: Class 5 contains 76548 members 
Mstep: Class 6 contains 26115 members 
Mstep: Class 7 contains 158002 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 187124 members 
Mstep: Class 13 contains 68485 members 
Mstep: Class 14 contains 46286 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 155108 members 
Mstep: Class 19 contains 175091 members 
Mstep: Class 20 contains 164452 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53856 members 
Mstep: Class 23 contains 80697 members 
Mstep: Class 24 contains 175161 members 
Mstep: Class 25 contains 11283 members 
Mstep: Class 26 contains 10099 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719456.000000 Penalty: 99249.953125
Iteration 302Q: 29 clusters Score -1.947195e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 93271 members 
Mstep: Class 3 contains 7277 members 
Mstep: Class 4 contains 86177 members 
Mstep: Class 5 contains 76620 members 
Mstep: Class 6 contains 26116 members 
Mstep: Class 7 contains 157903 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 187064 members 
Mstep: Class 13 contains 68438 members 
Mstep: Class 14 contains 46266 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 6857 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 155001 members 
Mstep: Class 19 contains 174929 members 
Mstep: Class 20 contains 164437 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53821 members 
Mstep: Class 23 contains 80643 members 
Mstep: Class 24 contains 175866 members 
Mstep: Class 25 contains 11278 members 
Mstep: Class 26 contains 10082 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719536.000000 Penalty: 99249.953125
Iteration 303Q: 29 clusters Score -1.947195e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 93200 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 86034 members 
Mstep: Class 5 contains 76686 members 
Mstep: Class 6 contains 26130 members 
Mstep: Class 7 contains 157846 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 187009 members 
Mstep: Class 13 contains 68379 members 
Mstep: Class 14 contains 46231 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 154910 members 
Mstep: Class 19 contains 174738 members 
Mstep: Class 20 contains 164393 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53784 members 
Mstep: Class 23 contains 80594 members 
Mstep: Class 24 contains 176558 members 
Mstep: Class 25 contains 11273 members 
Mstep: Class 26 contains 10067 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719568.000000 Penalty: 99249.953125
Iteration 304Q: 29 clusters Score -1.947196e+08 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 93169 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 85885 members 
Mstep: Class 5 contains 76776 members 
Mstep: Class 6 contains 26137 members 
Mstep: Class 7 contains 157791 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186969 members 
Mstep: Class 13 contains 68331 members 
Mstep: Class 14 contains 46185 members 
Mstep: Class 15 contains 4620 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 154821 members 
Mstep: Class 19 contains 174667 members 
Mstep: Class 20 contains 164287 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53722 members 
Mstep: Class 23 contains 80536 members 
Mstep: Class 24 contains 177146 members 
Mstep: Class 25 contains 11272 members 
Mstep: Class 26 contains 10063 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719840.000000 Penalty: 99249.953125
Iteration 305Q: 29 clusters Score -1.947198e+08 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 93129 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 85737 members 
Mstep: Class 5 contains 76851 members 
Mstep: Class 6 contains 26128 members 
Mstep: Class 7 contains 157711 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186914 members 
Mstep: Class 13 contains 68272 members 
Mstep: Class 14 contains 46153 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 154749 members 
Mstep: Class 19 contains 174574 members 
Mstep: Class 20 contains 164222 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53673 members 
Mstep: Class 23 contains 80488 members 
Mstep: Class 24 contains 177745 members 
Mstep: Class 25 contains 11274 members 
Mstep: Class 26 contains 10053 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719776.000000 Penalty: 99249.953125
Iteration 306Q: 29 clusters Score -1.947198e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 93085 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 85598 members 
Mstep: Class 5 contains 76928 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 157636 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186846 members 
Mstep: Class 13 contains 68219 members 
Mstep: Class 14 contains 46115 members 
Mstep: Class 15 contains 4612 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 154681 members 
Mstep: Class 19 contains 174542 members 
Mstep: Class 20 contains 164108 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53637 members 
Mstep: Class 23 contains 80441 members 
Mstep: Class 24 contains 178302 members 
Mstep: Class 25 contains 11281 members 
Mstep: Class 26 contains 10051 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720464.000000 Penalty: 99249.953125
Iteration 307Q: 29 clusters Score -1.947205e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 93033 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 85477 members 
Mstep: Class 5 contains 77006 members 
Mstep: Class 6 contains 26120 members 
Mstep: Class 7 contains 157536 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186760 members 
Mstep: Class 13 contains 68162 members 
Mstep: Class 14 contains 46066 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 154633 members 
Mstep: Class 19 contains 174607 members 
Mstep: Class 20 contains 164023 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53602 members 
Mstep: Class 23 contains 80397 members 
Mstep: Class 24 contains 178767 members 
Mstep: Class 25 contains 11285 members 
Mstep: Class 26 contains 10043 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720224.000000 Penalty: 99249.953125
Iteration 308Q: 29 clusters Score -1.947202e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92944 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 85375 members 
Mstep: Class 5 contains 77072 members 
Mstep: Class 6 contains 26112 members 
Mstep: Class 7 contains 157432 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2552 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186743 members 
Mstep: Class 13 contains 68112 members 
Mstep: Class 14 contains 46006 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 154615 members 
Mstep: Class 19 contains 174645 members 
Mstep: Class 20 contains 163907 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53566 members 
Mstep: Class 23 contains 80358 members 
Mstep: Class 24 contains 179225 members 
Mstep: Class 25 contains 11287 members 
Mstep: Class 26 contains 10033 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720624.000000 Penalty: 99249.953125
Iteration 309Q: 29 clusters Score -1.947206e+08 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92864 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 85285 members 
Mstep: Class 5 contains 77129 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 157334 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186704 members 
Mstep: Class 13 contains 68047 members 
Mstep: Class 14 contains 45957 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 154636 members 
Mstep: Class 19 contains 174678 members 
Mstep: Class 20 contains 163787 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53517 members 
Mstep: Class 23 contains 80314 members 
Mstep: Class 24 contains 179669 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 10018 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720368.000000 Penalty: 99249.953125
Iteration 310Q: 29 clusters Score -1.947204e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92806 members 
Mstep: Class 3 contains 7556 members 
Mstep: Class 4 contains 85176 members 
Mstep: Class 5 contains 77176 members 
Mstep: Class 6 contains 26109 members 
Mstep: Class 7 contains 157273 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186695 members 
Mstep: Class 13 contains 67973 members 
Mstep: Class 14 contains 45913 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 6838 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 154621 members 
Mstep: Class 19 contains 174732 members 
Mstep: Class 20 contains 163658 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53468 members 
Mstep: Class 23 contains 80272 members 
Mstep: Class 24 contains 180081 members 
Mstep: Class 25 contains 11288 members 
Mstep: Class 26 contains 10020 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14004 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 311Q: 29 clusters Score -1.947201e+08 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92759 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 85083 members 
Mstep: Class 5 contains 77213 members 
Mstep: Class 6 contains 26107 members 
Mstep: Class 7 contains 157225 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186688 members 
Mstep: Class 13 contains 67904 members 
Mstep: Class 14 contains 45865 members 
Mstep: Class 15 contains 4568 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 154587 members 
Mstep: Class 19 contains 174793 members 
Mstep: Class 20 contains 163521 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53427 members 
Mstep: Class 23 contains 80226 members 
Mstep: Class 24 contains 180455 members 
Mstep: Class 25 contains 11291 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14084 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 312Q: 29 clusters Score -1.947202e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92710 members 
Mstep: Class 3 contains 7628 members 
Mstep: Class 4 contains 84973 members 
Mstep: Class 5 contains 77257 members 
Mstep: Class 6 contains 26110 members 
Mstep: Class 7 contains 157193 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186650 members 
Mstep: Class 13 contains 67848 members 
Mstep: Class 14 contains 45816 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 154570 members 
Mstep: Class 19 contains 174867 members 
Mstep: Class 20 contains 163357 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53395 members 
Mstep: Class 23 contains 80194 members 
Mstep: Class 24 contains 180777 members 
Mstep: Class 25 contains 11303 members 
Mstep: Class 26 contains 10012 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14175 members 
Entering Unmasked Estep 
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Iteration 313Q: 29 clusters Score -1.947208e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92657 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 84861 members 
Mstep: Class 5 contains 77306 members 
Mstep: Class 6 contains 26118 members 
Mstep: Class 7 contains 157143 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186626 members 
Mstep: Class 13 contains 67800 members 
Mstep: Class 14 contains 45777 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 154610 members 
Mstep: Class 19 contains 174897 members 
Mstep: Class 20 contains 163195 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53359 members 
Mstep: Class 23 contains 80149 members 
Mstep: Class 24 contains 181100 members 
Mstep: Class 25 contains 11307 members 
Mstep: Class 26 contains 10007 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721584.000000 Penalty: 99249.953125
Iteration 314Q: 29 clusters Score -1.947216e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92600 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 84743 members 
Mstep: Class 5 contains 77352 members 
Mstep: Class 6 contains 26115 members 
Mstep: Class 7 contains 157126 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186593 members 
Mstep: Class 13 contains 67751 members 
Mstep: Class 14 contains 45739 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 6840 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 154637 members 
Mstep: Class 19 contains 174949 members 
Mstep: Class 20 contains 163085 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53328 members 
Mstep: Class 23 contains 80103 members 
Mstep: Class 24 contains 181387 members 
Mstep: Class 25 contains 11308 members 
Mstep: Class 26 contains 10007 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721168.000000 Penalty: 99249.953125
Iteration 315Q: 29 clusters Score -1.947212e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 92548 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 84654 members 
Mstep: Class 5 contains 77390 members 
Mstep: Class 6 contains 26115 members 
Mstep: Class 7 contains 157117 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186603 members 
Mstep: Class 13 contains 67702 members 
Mstep: Class 14 contains 45704 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 154726 members 
Mstep: Class 19 contains 174946 members 
Mstep: Class 20 contains 162928 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53296 members 
Mstep: Class 23 contains 80059 members 
Mstep: Class 24 contains 181641 members 
Mstep: Class 25 contains 11297 members 
Mstep: Class 26 contains 9998 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720976.000000 Penalty: 99249.953125
Iteration 316Q: 29 clusters Score -1.94721e+08 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 92503 members 
Mstep: Class 3 contains 7752 members 
Mstep: Class 4 contains 84538 members 
Mstep: Class 5 contains 77412 members 
Mstep: Class 6 contains 26121 members 
Mstep: Class 7 contains 157082 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186622 members 
Mstep: Class 13 contains 67659 members 
Mstep: Class 14 contains 45682 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 154849 members 
Mstep: Class 19 contains 174939 members 
Mstep: Class 20 contains 162806 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53245 members 
Mstep: Class 23 contains 80012 members 
Mstep: Class 24 contains 181853 members 
Mstep: Class 25 contains 11290 members 
Mstep: Class 26 contains 9990 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721040.000000 Penalty: 99249.953125
Iteration 317Q: 29 clusters Score -1.94721e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92448 members 
Mstep: Class 3 contains 7786 members 
Mstep: Class 4 contains 84441 members 
Mstep: Class 5 contains 77437 members 
Mstep: Class 6 contains 26134 members 
Mstep: Class 7 contains 157073 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 927 members 
Mstep: Class 12 contains 186632 members 
Mstep: Class 13 contains 67635 members 
Mstep: Class 14 contains 45643 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 154963 members 
Mstep: Class 19 contains 174956 members 
Mstep: Class 20 contains 162665 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53191 members 
Mstep: Class 23 contains 79973 members 
Mstep: Class 24 contains 182027 members 
Mstep: Class 25 contains 11279 members 
Mstep: Class 26 contains 9980 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721168.000000 Penalty: 99249.953125
Iteration 318Q: 29 clusters Score -1.947212e+08 nChanged 2626
Entering ConstructFrom: 
Score: -194721168.000000 Penalty: 99249.953125
Entering ConstructFrom: 
Trying to split cluster 1 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -246047.437500 Penalty: 1884.651611
	Iteration 0F: 2 clusters Score -246047.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243410.531250 Penalty: 3769.303223
	Iteration 0F: 3 clusters Score -243410.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -243862.046875 Penalty: 3769.303223
	Iteration 1F: 3 clusters Score -243862 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -243970.375000 Penalty: 3769.303223
	Iteration 2F: 3 clusters Score -243970.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244025.125000 Penalty: 3769.303223
	Iteration 3Q: 3 clusters Score -244025.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244058.250000 Penalty: 3769.303223
	Iteration 4Q: 3 clusters Score -244058.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244084.218750 Penalty: 3769.303223
	Iteration 5Q: 3 clusters Score -244084.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -244105.390625 Penalty: 3769.303223
	Iteration 6Q: 3 clusters Score -244105.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -244124.843750 Penalty: 3769.303223
	Iteration 7Q: 3 clusters Score -244124.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244141.765625 Penalty: 3769.303223
	Iteration 8Q: 3 clusters Score -244141.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -244154.468750 Penalty: 3769.303223
	Iteration 9Q: 3 clusters Score -244154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244158.234375 Penalty: 3769.303223
	Iteration 10Q: 3 clusters Score -244158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -244162.109375 Penalty: 3769.303223
	Iteration 11Q: 3 clusters Score -244162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -244165.750000 Penalty: 3769.303223
	Iteration 12Q: 3 clusters Score -244165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -244167.656250 Penalty: 3769.303223
	Iteration 13Q: 3 clusters Score -244167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244169.953125 Penalty: 3769.303223
	Iteration 14Q: 3 clusters Score -244170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244169.953125 Penalty: 3769.303223
	Iteration 15F: 3 clusters Score -244170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Entering Unmasked Estep 
Score: -11506848.000000 Penalty: 2835.559814
	Iteration 0F: 2 clusters Score -1.150685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -11444760.000000 Penalty: 5671.119629
	Iteration 0F: 3 clusters Score -1.144476e+07 nChanged 43753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -11469377.000000 Penalty: 5671.119629
	Iteration 1F: 3 clusters Score -1.146938e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -11469960.000000 Penalty: 5671.119629
	Iteration 2Q: 3 clusters Score -1.146996e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -11470545.000000 Penalty: 5671.119629
	Iteration 3Q: 3 clusters Score -1.147054e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -11471250.000000 Penalty: 5671.119629
	Iteration 4Q: 3 clusters Score -1.147125e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -11472457.000000 Penalty: 5671.119629
	Iteration 5Q: 3 clusters Score -1.147246e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -11474614.000000 Penalty: 5671.119629
	Iteration 6Q: 3 clusters Score -1.147461e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -11478321.000000 Penalty: 5671.119629
	Iteration 7F: 3 clusters Score -1.147832e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -11484274.000000 Penalty: 5671.119629
	Iteration 8F: 3 clusters Score -1.148427e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -11491681.000000 Penalty: 5671.119629
	Iteration 9F: 3 clusters Score -1.149168e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -11497868.000000 Penalty: 5671.119629
	Iteration 10F: 3 clusters Score -1.149787e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -11501402.000000 Penalty: 5671.119629
	Iteration 11Q: 3 clusters Score -1.15014e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 90202 members 
Entering Unmasked Estep 
Score: -11503008.000000 Penalty: 5671.119629
	Iteration 12Q: 3 clusters Score -1.150301e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 90986 members 
Entering Unmasked Estep 
Score: -11503655.000000 Penalty: 5671.119629
	Iteration 13Q: 3 clusters Score -1.150366e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -11503999.000000 Penalty: 5671.119629
	Iteration 14Q: 3 clusters Score -1.1504e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 91526 members 
Entering Unmasked Estep 
Score: -11504178.000000 Penalty: 5671.119629
	Iteration 15Q: 3 clusters Score -1.150418e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91625 members 
Entering Unmasked Estep 
Score: -11504281.000000 Penalty: 5671.119629
	Iteration 16Q: 3 clusters Score -1.150428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -11504344.000000 Penalty: 5671.119629
	Iteration 17Q: 3 clusters Score -1.150434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 91716 members 
Entering Unmasked Estep 
Score: -11504391.000000 Penalty: 5671.119629
	Iteration 18Q: 3 clusters Score -1.150439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 91733 members 
Entering Unmasked Estep 
Score: -11504400.000000 Penalty: 5671.119629
	Iteration 19Q: 3 clusters Score -1.15044e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -11504439.000000 Penalty: 5671.119629
	Iteration 20F: 3 clusters Score -1.150444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -11504468.000000 Penalty: 5671.119629
	Iteration 21Q: 3 clusters Score -1.150447e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11504489.000000 Penalty: 5671.119629
	Iteration 22Q: 3 clusters Score -1.150449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -11504501.000000 Penalty: 5671.119629
	Iteration 23Q: 3 clusters Score -1.15045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 91803 members 
Entering Unmasked Estep 
Score: -11504525.000000 Penalty: 5671.119629
	Iteration 24Q: 3 clusters Score -1.150452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -11504525.000000 Penalty: 5671.119629
	Iteration 25Q: 3 clusters Score -1.150452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -11504532.000000 Penalty: 5671.119629
	Iteration 26Q: 3 clusters Score -1.150453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -11504534.000000 Penalty: 5671.119629
	Iteration 27Q: 3 clusters Score -1.150453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 91804 members 
Entering Unmasked Estep 
Score: -11504533.000000 Penalty: 5671.119629
	Iteration 28Q: 3 clusters Score -1.150453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -11504537.000000 Penalty: 5671.119629
	Iteration 29Q: 3 clusters Score -1.150454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -11504541.000000 Penalty: 5671.119629
	Iteration 30Q: 3 clusters Score -1.150454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 91807 members 
Entering Unmasked Estep 
Score: -11504541.000000 Penalty: 5671.119629
	Iteration 31F: 3 clusters Score -1.150454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -909890.187500 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -909890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -903605.437500 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -903605.4 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -905320.687500 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -905320.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -905594.625000 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -905594.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -905764.625000 Penalty: 4445.917969
	Iteration 3Q: 3 clusters Score -905764.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -905926.375000 Penalty: 4445.917969
	Iteration 4Q: 3 clusters Score -905926.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -906099.875000 Penalty: 4445.917969
	Iteration 5Q: 3 clusters Score -906099.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -906273.937500 Penalty: 4445.917969
	Iteration 6Q: 3 clusters Score -906273.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -906423.187500 Penalty: 4445.917969
	Iteration 7Q: 3 clusters Score -906423.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -906580.312500 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -906580.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -906750.625000 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -906750.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -906957.000000 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -906957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -907184.000000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -907184 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -907421.437500 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -907421.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -907622.437500 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -907622.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -907776.187500 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -907776.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -907904.500000 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -907904.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -908016.500000 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -908016.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -908097.687500 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -908097.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -908147.500000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -908147.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -908188.000000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -908188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -908223.625000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -908223.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -908243.187500 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -908243.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -908254.437500 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -908254.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -908262.937500 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -908262.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -908275.875000 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -908275.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -908288.125000 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -908288.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -908299.375000 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -908299.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -908308.000000 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -908308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -908318.000000 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -908318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -908325.437500 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -908325.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -908332.187500 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -908332.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -908334.500000 Penalty: 4445.917969
	Iteration 31Q: 3 clusters Score -908334.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -908341.625000 Penalty: 4445.917969
	Iteration 32Q: 3 clusters Score -908341.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -908355.500000 Penalty: 4445.917969
	Iteration 33Q: 3 clusters Score -908355.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -908369.687500 Penalty: 4445.917969
	Iteration 34Q: 3 clusters Score -908369.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -908383.875000 Penalty: 4445.917969
	Iteration 35Q: 3 clusters Score -908383.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -908399.375000 Penalty: 4445.917969
	Iteration 36Q: 3 clusters Score -908399.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -908411.500000 Penalty: 4445.917969
	Iteration 37Q: 3 clusters Score -908411.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -908428.000000 Penalty: 4445.917969
	Iteration 38Q: 3 clusters Score -908428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -908440.062500 Penalty: 4445.917969
	Iteration 39Q: 3 clusters Score -908440.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -908449.437500 Penalty: 4445.917969
	Iteration 40F: 3 clusters Score -908449.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -908457.375000 Penalty: 4445.917969
	Iteration 41Q: 3 clusters Score -908457.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -908465.500000 Penalty: 4445.917969
	Iteration 42Q: 3 clusters Score -908465.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -908472.937500 Penalty: 4445.917969
	Iteration 43Q: 3 clusters Score -908472.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -908478.937500 Penalty: 4445.917969
	Iteration 44Q: 3 clusters Score -908478.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -908487.375000 Penalty: 4445.917969
	Iteration 45Q: 3 clusters Score -908487.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -908494.750000 Penalty: 4445.917969
	Iteration 46Q: 3 clusters Score -908494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -908498.937500 Penalty: 4445.917969
	Iteration 47Q: 3 clusters Score -908498.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -908505.750000 Penalty: 4445.917969
	Iteration 48Q: 3 clusters Score -908505.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -908517.250000 Penalty: 4445.917969
	Iteration 49Q: 3 clusters Score -908517.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -908528.062500 Penalty: 4445.917969
	Iteration 50Q: 3 clusters Score -908528.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -908538.312500 Penalty: 4445.917969
	Iteration 51Q: 3 clusters Score -908538.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -908564.437500 Penalty: 4445.917969
	Iteration 52Q: 3 clusters Score -908564.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -908571.500000 Penalty: 4445.917969
	Iteration 53Q: 3 clusters Score -908571.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -908577.250000 Penalty: 4445.917969
	Iteration 54Q: 3 clusters Score -908577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -908587.000000 Penalty: 4445.917969
	Iteration 55Q: 3 clusters Score -908587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -908594.062500 Penalty: 4445.917969
	Iteration 56Q: 3 clusters Score -908594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -908596.812500 Penalty: 4445.917969
	Iteration 57Q: 3 clusters Score -908596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -908599.437500 Penalty: 4445.917969
	Iteration 58Q: 3 clusters Score -908599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -908600.437500 Penalty: 4445.917969
	Iteration 59Q: 3 clusters Score -908600.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -908603.750000 Penalty: 4445.917969
	Iteration 60F: 3 clusters Score -908603.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -908609.250000 Penalty: 4445.917969
	Iteration 61Q: 3 clusters Score -908609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -908612.437500 Penalty: 4445.917969
	Iteration 62Q: 3 clusters Score -908612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -908613.562500 Penalty: 4445.917969
	Iteration 63Q: 3 clusters Score -908613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -908614.437500 Penalty: 4445.917969
	Iteration 64Q: 3 clusters Score -908614.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -908616.312500 Penalty: 4445.917969
	Iteration 65Q: 3 clusters Score -908616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -908616.312500 Penalty: 4445.917969
	Iteration 66F: 3 clusters Score -908616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Entering Unmasked Estep 
Score: -10489770.000000 Penalty: 2812.897217
	Iteration 0F: 2 clusters Score -1.048977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -10433660.000000 Penalty: 5625.794434
	Iteration 0F: 3 clusters Score -1.043366e+07 nChanged 39451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -10456974.000000 Penalty: 5625.794434
	Iteration 1F: 3 clusters Score -1.045697e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -10458788.000000 Penalty: 5625.794434
	Iteration 2F: 3 clusters Score -1.045879e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -10461454.000000 Penalty: 5625.794434
	Iteration 3F: 3 clusters Score -1.046145e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -10465183.000000 Penalty: 5625.794434
	Iteration 4F: 3 clusters Score -1.046518e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -10469824.000000 Penalty: 5625.794434
	Iteration 5F: 3 clusters Score -1.046982e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -10475000.000000 Penalty: 5625.794434
	Iteration 6F: 3 clusters Score -1.0475e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -10479715.000000 Penalty: 5625.794434
	Iteration 7F: 3 clusters Score -1.047972e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -10483236.000000 Penalty: 5625.794434
	Iteration 8Q: 3 clusters Score -1.048324e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -10485383.000000 Penalty: 5625.794434
	Iteration 9Q: 3 clusters Score -1.048538e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 82887 members 
Entering Unmasked Estep 
Score: -10486377.000000 Penalty: 5625.794434
	Iteration 10Q: 3 clusters Score -1.048638e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -10486831.000000 Penalty: 5625.794434
	Iteration 11Q: 3 clusters Score -1.048683e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -10487015.000000 Penalty: 5625.794434
	Iteration 12Q: 3 clusters Score -1.048702e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 83813 members 
Entering Unmasked Estep 
Score: -10487142.000000 Penalty: 5625.794434
	Iteration 13Q: 3 clusters Score -1.048714e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -10487216.000000 Penalty: 5625.794434
	Iteration 14Q: 3 clusters Score -1.048722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -10487266.000000 Penalty: 5625.794434
	Iteration 15Q: 3 clusters Score -1.048727e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10487310.000000 Penalty: 5625.794434
	Iteration 16Q: 3 clusters Score -1.048731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -10487356.000000 Penalty: 5625.794434
	Iteration 17Q: 3 clusters Score -1.048736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -10487387.000000 Penalty: 5625.794434
	Iteration 18Q: 3 clusters Score -1.048739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -10487392.000000 Penalty: 5625.794434
	Iteration 19Q: 3 clusters Score -1.048739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10487397.000000 Penalty: 5625.794434
	Iteration 20F: 3 clusters Score -1.04874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -10487404.000000 Penalty: 5625.794434
	Iteration 21Q: 3 clusters Score -1.04874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10487405.000000 Penalty: 5625.794434
	Iteration 22Q: 3 clusters Score -1.04874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -10487406.000000 Penalty: 5625.794434
	Iteration 23Q: 3 clusters Score -1.048741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -10487408.000000 Penalty: 5625.794434
	Iteration 24Q: 3 clusters Score -1.048741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -10487410.000000 Penalty: 5625.794434
	Iteration 25Q: 3 clusters Score -1.048741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -10487410.000000 Penalty: 5625.794434
	Iteration 26F: 3 clusters Score -1.048741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Entering Unmasked Estep 
Score: -9242509.000000 Penalty: 2791.825928
	Iteration 0F: 2 clusters Score -9242509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -9190542.000000 Penalty: 5583.651855
	Iteration 0F: 3 clusters Score -9190542 nChanged 36153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -9210691.000000 Penalty: 5583.651855
	Iteration 1F: 3 clusters Score -9210691 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -9211336.000000 Penalty: 5583.651855
	Iteration 2Q: 3 clusters Score -9211336 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -9212056.000000 Penalty: 5583.651855
	Iteration 3Q: 3 clusters Score -9212056 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -9212973.000000 Penalty: 5583.651855
	Iteration 4Q: 3 clusters Score -9212973 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -9214292.000000 Penalty: 5583.651855
	Iteration 5Q: 3 clusters Score -9214292 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -9216175.000000 Penalty: 5583.651855
	Iteration 6Q: 3 clusters Score -9216175 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9218968.000000 Penalty: 5583.651855
	Iteration 7Q: 3 clusters Score -9218968 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -9223031.000000 Penalty: 5583.651855
	Iteration 8F: 3 clusters Score -9223031 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -9227638.000000 Penalty: 5583.651855
	Iteration 9F: 3 clusters Score -9227638 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -9231734.000000 Penalty: 5583.651855
	Iteration 10F: 3 clusters Score -9231734 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -9234554.000000 Penalty: 5583.651855
	Iteration 11Q: 3 clusters Score -9234554 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -9236379.000000 Penalty: 5583.651855
	Iteration 12Q: 3 clusters Score -9236379 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9237547 nChanged 1721
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9239007 nChanged 1160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9239751 nChanged 803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9240061 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9240251 nChanged 554
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Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -9240386.000000 Penalty: 5583.651855
	Iteration 20F: 3 clusters Score -9240386 nChanged 439
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9240489 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9240551 nChanged 322
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Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9240631 nChanged 283
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Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9240636 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9240680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9240725 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9240731 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9240760 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9240797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -9240806.000000 Penalty: 5583.651855
	Iteration 30Q: 3 clusters Score -9240806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -9240809.000000 Penalty: 5583.651855
	Iteration 31Q: 3 clusters Score -9240809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9240802 nChanged 88
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9240820 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -9240841.000000 Penalty: 5583.651855
	Iteration 34Q: 3 clusters Score -9240841 nChanged 86
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Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9240847 nChanged 80
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Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -9240883.000000 Penalty: 5583.651855
	Iteration 36Q: 3 clusters Score -9240883 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9240867 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -9240896.000000 Penalty: 5583.651855
	Iteration 38Q: 3 clusters Score -9240896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9240900 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -9240909.000000 Penalty: 5583.651855
	Iteration 40F: 3 clusters Score -9240909 nChanged 59
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Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 70240 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9240924 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9240911 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9240919 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 70323 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9240924 nChanged 30
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Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9240916 nChanged 32
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Mstep: Class 1 contains 7089 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9240920 nChanged 28
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Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9240927 nChanged 28
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Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9240924 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9240936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -9240952.000000 Penalty: 5583.651855
	Iteration 50Q: 3 clusters Score -9240952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9240946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9240930 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9240927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9240929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -9240923.000000 Penalty: 5583.651855
	Iteration 55Q: 3 clusters Score -9240923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -9240932.000000 Penalty: 5583.651855
	Iteration 56Q: 3 clusters Score -9240932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9240934 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9240937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9240926 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6872 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9240930 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9240947 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6844 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9240948 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6838 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9240951 nChanged 14
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Mstep: Class 1 contains 6830 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9240951 nChanged 16
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Mstep: Class 1 contains 6826 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9240958 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6825 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9240956 nChanged 6
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Mstep: Class 1 contains 6821 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9240944 nChanged 11
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Mstep: Class 1 contains 6812 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9240939 nChanged 15
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Mstep: Class 1 contains 6801 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9240935 nChanged 17
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Mstep: Class 1 contains 6790 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9240936 nChanged 20
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Mstep: Class 1 contains 6778 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9240955 nChanged 23
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Mstep: Class 1 contains 6763 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9240940 nChanged 22
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Mstep: Class 1 contains 6755 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9240954 nChanged 19
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9240961 nChanged 23
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	Iteration 75Q: 3 clusters Score -9240961 nChanged 33
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9240953 nChanged 15
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Mstep: Class 1 contains 6699 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9240967 nChanged 16
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Mstep: Class 1 contains 6691 members 
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	Iteration 78Q: 3 clusters Score -9240956 nChanged 16
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Mstep: Class 1 contains 6683 members 
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	Iteration 79Q: 3 clusters Score -9240961 nChanged 15
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Mstep: Class 1 contains 6668 members 
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	Iteration 80F: 3 clusters Score -9240959 nChanged 20
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Mstep: Class 1 contains 6650 members 
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	Iteration 81Q: 3 clusters Score -9240965 nChanged 22
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Mstep: Class 1 contains 6638 members 
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	Iteration 82Q: 3 clusters Score -9240954 nChanged 30
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Mstep: Class 1 contains 6622 members 
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	Iteration 83Q: 3 clusters Score -9240960 nChanged 22
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Mstep: Class 1 contains 6608 members 
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	Iteration 84Q: 3 clusters Score -9240962 nChanged 26
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9240958 nChanged 21
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Mstep: Class 1 contains 6587 members 
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	Iteration 86Q: 3 clusters Score -9240965 nChanged 18
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9240970 nChanged 16
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Mstep: Class 1 contains 6559 members 
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	Iteration 88Q: 3 clusters Score -9240978 nChanged 9
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Mstep: Class 2 contains 70894 members 
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	Iteration 89Q: 3 clusters Score -9240983 nChanged 7
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	Iteration 90Q: 3 clusters Score -9240983 nChanged 10
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	Iteration 91Q: 3 clusters Score -9240979 nChanged 9
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	Iteration 92Q: 3 clusters Score -9240983 nChanged 13
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	Iteration 93Q: 3 clusters Score -9240978 nChanged 16
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Mstep: Class 1 contains 6519 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9240995 nChanged 17
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	Iteration 95Q: 3 clusters Score -9240989 nChanged 16
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	Iteration 96Q: 3 clusters Score -9240985 nChanged 12
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Mstep: Class 1 contains 6490 members 
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	Iteration 97Q: 3 clusters Score -9240980 nChanged 8
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	Iteration 98Q: 3 clusters Score -9240985 nChanged 9
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Mstep: Class 1 contains 6479 members 
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	Iteration 99Q: 3 clusters Score -9240986 nChanged 10
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Mstep: Class 1 contains 6469 members 
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	Iteration 100F: 3 clusters Score -9240989 nChanged 10
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Mstep: Class 1 contains 6463 members 
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	Iteration 101Q: 3 clusters Score -9240990 nChanged 10
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	Iteration 102Q: 3 clusters Score -9240988 nChanged 7
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	Iteration 103Q: 3 clusters Score -9240985 nChanged 6
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9240982 nChanged 5
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	Iteration 105Q: 3 clusters Score -9240982 nChanged 2
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Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -9240982.000000 Penalty: 5583.651855
	Iteration 106Q: 3 clusters Score -9240982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -9240975.000000 Penalty: 5583.651855
	Iteration 107Q: 3 clusters Score -9240975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -9240973.000000 Penalty: 5583.651855
	Iteration 108Q: 3 clusters Score -9240973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -9240974.000000 Penalty: 5583.651855
	Iteration 109Q: 3 clusters Score -9240974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -9240972.000000 Penalty: 5583.651855
	Iteration 110Q: 3 clusters Score -9240972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -9240981.000000 Penalty: 5583.651855
	Iteration 111Q: 3 clusters Score -9240981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 71021 members 
Entering Unmasked Estep 
Score: -9240984.000000 Penalty: 5583.651855
	Iteration 112Q: 3 clusters Score -9240984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 71023 members 
Entering Unmasked Estep 
Score: -9240984.000000 Penalty: 5583.651855
	Iteration 113Q: 3 clusters Score -9240984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -9240987.000000 Penalty: 5583.651855
	Iteration 114Q: 3 clusters Score -9240987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -9240990.000000 Penalty: 5583.651855
	Iteration 115Q: 3 clusters Score -9240990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -9240985.000000 Penalty: 5583.651855
	Iteration 116Q: 3 clusters Score -9240985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 71038 members 
Entering Unmasked Estep 
Score: -9240989.000000 Penalty: 5583.651855
	Iteration 117Q: 3 clusters Score -9240989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -9240984.000000 Penalty: 5583.651855
	Iteration 118Q: 3 clusters Score -9240984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -9240987.000000 Penalty: 5583.651855
	Iteration 119Q: 3 clusters Score -9240987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -9240998.000000 Penalty: 5583.651855
	Iteration 120F: 3 clusters Score -9240998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -9240993.000000 Penalty: 5583.651855
	Iteration 121Q: 3 clusters Score -9240993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -9240999.000000 Penalty: 5583.651855
	Iteration 122Q: 3 clusters Score -9240999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -9240993.000000 Penalty: 5583.651855
	Iteration 123Q: 3 clusters Score -9240993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 71066 members 
Entering Unmasked Estep 
Score: -9240999.000000 Penalty: 5583.651855
	Iteration 124Q: 3 clusters Score -9240999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -9241003.000000 Penalty: 5583.651855
	Iteration 125Q: 3 clusters Score -9241003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9240993.000000 Penalty: 5583.651855
	Iteration 126Q: 3 clusters Score -9240993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -9240989.000000 Penalty: 5583.651855
	Iteration 127Q: 3 clusters Score -9240989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -9240983.000000 Penalty: 5583.651855
	Iteration 128Q: 3 clusters Score -9240983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 71088 members 
Entering Unmasked Estep 
Score: -9240984.000000 Penalty: 5583.651855
	Iteration 129Q: 3 clusters Score -9240984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9240981.000000 Penalty: 5583.651855
	Iteration 130Q: 3 clusters Score -9240981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9240986.000000 Penalty: 5583.651855
	Iteration 131Q: 3 clusters Score -9240986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 71123 members 
Entering Unmasked Estep 
Score: -9240998.000000 Penalty: 5583.651855
	Iteration 132Q: 3 clusters Score -9240998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -9241001.000000 Penalty: 5583.651855
	Iteration 133Q: 3 clusters Score -9241001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -9241000.000000 Penalty: 5583.651855
	Iteration 134Q: 3 clusters Score -9241000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -9241000.000000 Penalty: 5583.651855
	Iteration 135Q: 3 clusters Score -9241000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -9241001.000000 Penalty: 5583.651855
	Iteration 136Q: 3 clusters Score -9241001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -9240995.000000 Penalty: 5583.651855
	Iteration 137Q: 3 clusters Score -9240995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9240994.000000 Penalty: 5583.651855
	Iteration 138Q: 3 clusters Score -9240994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -9240994.000000 Penalty: 5583.651855
	Iteration 139Q: 3 clusters Score -9240994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9240998.000000 Penalty: 5583.651855
	Iteration 140F: 3 clusters Score -9240998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -9240986.000000 Penalty: 5583.651855
	Iteration 141Q: 3 clusters Score -9240986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -9240989.000000 Penalty: 5583.651855
	Iteration 142Q: 3 clusters Score -9240989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -9240990.000000 Penalty: 5583.651855
	Iteration 143Q: 3 clusters Score -9240990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -9240993.000000 Penalty: 5583.651855
	Iteration 144Q: 3 clusters Score -9240993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -9240996.000000 Penalty: 5583.651855
	Iteration 145Q: 3 clusters Score -9240996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
Score: -9240996.000000 Penalty: 5583.651855
	Iteration 146Q: 3 clusters Score -9240996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -9240997.000000 Penalty: 5583.651855
	Iteration 147Q: 3 clusters Score -9240997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -9241002.000000 Penalty: 5583.651855
	Iteration 148Q: 3 clusters Score -9241002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -9241001.000000 Penalty: 5583.651855
	Iteration 149Q: 3 clusters Score -9241001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -9240999.000000 Penalty: 5583.651855
	Iteration 150Q: 3 clusters Score -9240999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -9241005.000000 Penalty: 5583.651855
	Iteration 151Q: 3 clusters Score -9241005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -9241011.000000 Penalty: 5583.651855
	Iteration 152Q: 3 clusters Score -9241011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9241009.000000 Penalty: 5583.651855
	Iteration 153Q: 3 clusters Score -9241009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9241008.000000 Penalty: 5583.651855
	Iteration 154Q: 3 clusters Score -9241008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -9241001.000000 Penalty: 5583.651855
	Iteration 155Q: 3 clusters Score -9241001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9241009.000000 Penalty: 5583.651855
	Iteration 156Q: 3 clusters Score -9241009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -9241009.000000 Penalty: 5583.651855
	Iteration 157F: 3 clusters Score -9241009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Entering Unmasked Estep 
Score: -3141334.750000 Penalty: 2522.425049
	Iteration 0F: 2 clusters Score -3141335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3123282.250000 Penalty: 5044.850098
	Iteration 0F: 3 clusters Score -3123282 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3129433.750000 Penalty: 5044.850098
	Iteration 1F: 3 clusters Score -3129434 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3129859.500000 Penalty: 5044.850098
	Iteration 2Q: 3 clusters Score -3129860 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3130238.000000 Penalty: 5044.850098
	Iteration 3Q: 3 clusters Score -3130238 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3130631.750000 Penalty: 5044.850098
	Iteration 4Q: 3 clusters Score -3130632 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3131088.250000 Penalty: 5044.850098
	Iteration 5Q: 3 clusters Score -3131088 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3131655.500000 Penalty: 5044.850098
	Iteration 6Q: 3 clusters Score -3131656 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3132416.750000 Penalty: 5044.850098
	Iteration 7F: 3 clusters Score -3132417 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3133522.000000 Penalty: 5044.850098
	Iteration 8F: 3 clusters Score -3133522 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3134855.250000 Penalty: 5044.850098
	Iteration 9F: 3 clusters Score -3134855 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3136233.750000 Penalty: 5044.850098
	Iteration 10F: 3 clusters Score -3136234 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3137323.750000 Penalty: 5044.850098
	Iteration 11Q: 3 clusters Score -3137324 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3138117.250000 Penalty: 5044.850098
	Iteration 12Q: 3 clusters Score -3138117 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3138583.750000 Penalty: 5044.850098
	Iteration 13Q: 3 clusters Score -3138584 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3138799.500000 Penalty: 5044.850098
	Iteration 14Q: 3 clusters Score -3138800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3138923.750000 Penalty: 5044.850098
	Iteration 15Q: 3 clusters Score -3138924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3139011.250000 Penalty: 5044.850098
	Iteration 16Q: 3 clusters Score -3139011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3139084.000000 Penalty: 5044.850098
	Iteration 17Q: 3 clusters Score -3139084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3139112.250000 Penalty: 5044.850098
	Iteration 18Q: 3 clusters Score -3139112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3139129.250000 Penalty: 5044.850098
	Iteration 19Q: 3 clusters Score -3139129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3139135.250000 Penalty: 5044.850098
	Iteration 20F: 3 clusters Score -3139135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3139146.250000 Penalty: 5044.850098
	Iteration 21Q: 3 clusters Score -3139146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3139150.250000 Penalty: 5044.850098
	Iteration 22Q: 3 clusters Score -3139150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3139157.750000 Penalty: 5044.850098
	Iteration 23Q: 3 clusters Score -3139158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3139155.250000 Penalty: 5044.850098
	Iteration 24Q: 3 clusters Score -3139155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3139156.750000 Penalty: 5044.850098
	Iteration 25Q: 3 clusters Score -3139157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3139161.250000 Penalty: 5044.850098
	Iteration 26Q: 3 clusters Score -3139161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3139171.500000 Penalty: 5044.850098
	Iteration 27Q: 3 clusters Score -3139172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3139175.000000 Penalty: 5044.850098
	Iteration 28Q: 3 clusters Score -3139175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3139180.500000 Penalty: 5044.850098
	Iteration 29Q: 3 clusters Score -3139180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3139193.250000 Penalty: 5044.850098
	Iteration 30Q: 3 clusters Score -3139193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3139191.750000 Penalty: 5044.850098
	Iteration 31Q: 3 clusters Score -3139192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3139194.750000 Penalty: 5044.850098
	Iteration 32Q: 3 clusters Score -3139195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3139194.750000 Penalty: 5044.850098
	Iteration 33F: 3 clusters Score -3139195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157037 members 
Entering Unmasked Estep 
Score: -19531664.000000 Penalty: 2967.130615
	Iteration 0F: 2 clusters Score -1.953166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -19427932.000000 Penalty: 5934.261230
	Iteration 0F: 3 clusters Score -1.942793e+07 nChanged 75106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -19471446.000000 Penalty: 5934.261230
	Iteration 1F: 3 clusters Score -1.947145e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85574 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -19472666.000000 Penalty: 5934.261230
	Iteration 2Q: 3 clusters Score -1.947267e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -19474416.000000 Penalty: 5934.261230
	Iteration 3Q: 3 clusters Score -1.947442e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -19477654.000000 Penalty: 5934.261230
	Iteration 4Q: 3 clusters Score -1.947765e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -19483064.000000 Penalty: 5934.261230
	Iteration 5F: 3 clusters Score -1.948306e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -19491852.000000 Penalty: 5934.261230
	Iteration 6F: 3 clusters Score -1.949185e+07 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130224 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -19504028.000000 Penalty: 5934.261230
	Iteration 7F: 3 clusters Score -1.950403e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142554 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -19515950.000000 Penalty: 5934.261230
	Iteration 8F: 3 clusters Score -1.951595e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150809 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -19524044.000000 Penalty: 5934.261230
	Iteration 9F: 3 clusters Score -1.952404e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19527348.000000 Penalty: 5934.261230
	Iteration 10Q: 3 clusters Score -1.952735e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19528366.000000 Penalty: 5934.261230
	Iteration 11Q: 3 clusters Score -1.952837e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19528736.000000 Penalty: 5934.261230
	Iteration 12Q: 3 clusters Score -1.952874e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156713 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -19528842.000000 Penalty: 5934.261230
	Iteration 13Q: 3 clusters Score -1.952884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156755 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -19528946.000000 Penalty: 5934.261230
	Iteration 14Q: 3 clusters Score -1.952895e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19528978.000000 Penalty: 5934.261230
	Iteration 15Q: 3 clusters Score -1.952898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156786 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19528992.000000 Penalty: 5934.261230
	Iteration 16Q: 3 clusters Score -1.952899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19529014.000000 Penalty: 5934.261230
	Iteration 17Q: 3 clusters Score -1.952901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156796 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19529030.000000 Penalty: 5934.261230
	Iteration 18Q: 3 clusters Score -1.952903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156798 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19529014.000000 Penalty: 5934.261230
	Iteration 19Q: 3 clusters Score -1.952901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19529024.000000 Penalty: 5934.261230
	Iteration 20F: 3 clusters Score -1.952902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19529036.000000 Penalty: 5934.261230
	Iteration 21Q: 3 clusters Score -1.952904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156801 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19529036.000000 Penalty: 5934.261230
	Iteration 22F: 3 clusters Score -1.952904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -116834.039062 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -116834 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 547 members 
Entering Unmasked Estep 
Score: -114871.367188 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -114871.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115232.843750 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -115232.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -115393.828125 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -115393.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115557.437500 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -115557.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -115664.750000 Penalty: 3482.014648
	Iteration 4Q: 3 clusters Score -115664.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115784.453125 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -115784.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -115890.898438 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -115890.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -116010.218750 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -116010.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -116140.257812 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -116140.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -116304.765625 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -116304.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -116404.687500 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -116404.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -116463.601562 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -116463.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -116506.156250 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -116506.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116546.281250 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -116546.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116575.085938 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -116575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116582.351562 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -116582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116595.109375 Penalty: 3482.014648
	Iteration 16Q: 3 clusters Score -116595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116602.539062 Penalty: 3482.014648
	Iteration 17Q: 3 clusters Score -116602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116607.328125 Penalty: 3482.014648
	Iteration 18Q: 3 clusters Score -116607.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116609.250000 Penalty: 3482.014648
	Iteration 19F: 3 clusters Score -116609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -116615.101562 Penalty: 3482.014648
	Iteration 20F: 3 clusters Score -116615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 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 312 members 
Entering Unmasked Estep 
Score: -62654.281250 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62654.28 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63001.027344 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -63001.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63195.402344 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -63195.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63318.601562 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -63318.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63459.714844 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -63459.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -63597.742188 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63597.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63698.429688 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -63698.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63823.632812 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63823.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64064.511719 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -64064.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64343.480469 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -64343.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64504.863281 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -64504.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64676.503906 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -64676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64722.238281 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -64722.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64758.585938 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -64758.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64781.742188 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -64781.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64794.984375 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -64794.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -64799.011719 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -64799.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64822.058594 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -64822.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64825.121094 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -64825.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64825.121094 Penalty: 3192.330566
	Iteration 19F: 3 clusters Score -64825.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92384 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 84316 members 
Mstep: Class 5 contains 77448 members 
Mstep: Class 6 contains 26136 members 
Mstep: Class 7 contains 157037 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186676 members 
Mstep: Class 13 contains 67606 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 155116 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 162485 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53151 members 
Mstep: Class 23 contains 79928 members 
Mstep: Class 24 contains 182170 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 9974 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14756 members 
Mstep: Class 29 contains 409 members 
Entering Unmasked Estep 
Score: -194719488.000000 Penalty: 102794.593750
Splitting cluster 9 changes total score from -194721168.000000 to -194719488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -313704.125000 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -313704.1 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 1217 members 
Entering Unmasked Estep 
Score: -310723.312500 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -310723.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -311268.937500 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -311268.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -311402.562500 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -311402.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -311489.125000 Penalty: 3890.549072
	Iteration 3Q: 3 clusters Score -311489.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -311544.375000 Penalty: 3890.549072
	Iteration 4Q: 3 clusters Score -311544.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -311585.500000 Penalty: 3890.549072
	Iteration 5Q: 3 clusters Score -311585.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -311614.156250 Penalty: 3890.549072
	Iteration 6Q: 3 clusters Score -311614.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -311643.250000 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -311643.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -311667.968750 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -311668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -311699.343750 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -311699.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -311726.875000 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -311726.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -311748.875000 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -311748.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -311769.312500 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -311769.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -311787.562500 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -311787.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -311803.593750 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -311803.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -311817.531250 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -311817.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -311832.281250 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -311832.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -311850.687500 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -311850.7 nChanged 21
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: -311863.468750 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -311863.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -311871.000000 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -311871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -311884.218750 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -311884.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -311901.875000 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -311901.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -311910.562500 Penalty: 3890.549072
	Iteration 22Q: 3 clusters Score -311910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -311913.437500 Penalty: 3890.549072
	Iteration 23Q: 3 clusters Score -311913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -311914.250000 Penalty: 3890.549072
	Iteration 24Q: 3 clusters Score -311914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -311914.250000 Penalty: 3890.549072
	Iteration 25F: 3 clusters Score -311914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Entering Unmasked Estep 
Score: -105533.875000 Penalty: 1694.591797
	Iteration 0F: 2 clusters Score -105533.9 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 456 members 
Entering Unmasked Estep 
Score: -103670.710938 Penalty: 3389.183594
	Iteration 0F: 3 clusters Score -103670.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104003.585938 Penalty: 3389.183594
	Iteration 1F: 3 clusters Score -104003.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104117.546875 Penalty: 3389.183594
	Iteration 2F: 3 clusters Score -104117.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104200.750000 Penalty: 3389.183594
	Iteration 3Q: 3 clusters Score -104200.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104289.656250 Penalty: 3389.183594
	Iteration 4Q: 3 clusters Score -104289.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104398.875000 Penalty: 3389.183594
	Iteration 5Q: 3 clusters Score -104398.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104478.960938 Penalty: 3389.183594
	Iteration 6Q: 3 clusters Score -104479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -104529.992188 Penalty: 3389.183594
	Iteration 7Q: 3 clusters Score -104530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -104563.226562 Penalty: 3389.183594
	Iteration 8Q: 3 clusters Score -104563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -104583.859375 Penalty: 3389.183594
	Iteration 9Q: 3 clusters Score -104583.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -104607.179688 Penalty: 3389.183594
	Iteration 10Q: 3 clusters Score -104607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -104617.101562 Penalty: 3389.183594
	Iteration 11Q: 3 clusters Score -104617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -104620.062500 Penalty: 3389.183594
	Iteration 12Q: 3 clusters Score -104620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104629.703125 Penalty: 3389.183594
	Iteration 13Q: 3 clusters Score -104629.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104637.539062 Penalty: 3389.183594
	Iteration 14Q: 3 clusters Score -104637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -104642.007812 Penalty: 3389.183594
	Iteration 15Q: 3 clusters Score -104642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -104645.296875 Penalty: 3389.183594
	Iteration 16Q: 3 clusters Score -104645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -104649.234375 Penalty: 3389.183594
	Iteration 17Q: 3 clusters Score -104649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -104650.687500 Penalty: 3389.183594
	Iteration 18Q: 3 clusters Score -104650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104653.710938 Penalty: 3389.183594
	Iteration 19Q: 3 clusters Score -104653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104656.437500 Penalty: 3389.183594
	Iteration 20F: 3 clusters Score -104656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104659.664062 Penalty: 3389.183594
	Iteration 21Q: 3 clusters Score -104659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104660.554688 Penalty: 3389.183594
	Iteration 22Q: 3 clusters Score -104660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -104660.554688 Penalty: 3389.183594
	Iteration 23F: 3 clusters Score -104660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (186676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186676 members 
Entering Unmasked Estep 
Score: -23051460.000000 Penalty: 3010.008301
	Iteration 0F: 2 clusters Score -2.305146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -22932918.000000 Penalty: 6020.016602
	Iteration 0F: 3 clusters Score -2.293292e+07 nChanged 89800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -22985636.000000 Penalty: 6020.016602
	Iteration 1F: 3 clusters Score -2.298564e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -22986836.000000 Penalty: 6020.016602
	Iteration 2Q: 3 clusters Score -2.298684e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105335 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -22988616.000000 Penalty: 6020.016602
	Iteration 3Q: 3 clusters Score -2.298862e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -22991890.000000 Penalty: 6020.016602
	Iteration 4Q: 3 clusters Score -2.299189e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -22998156.000000 Penalty: 6020.016602
	Iteration 5F: 3 clusters Score -2.299816e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135073 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -23008346.000000 Penalty: 6020.016602
	Iteration 6F: 3 clusters Score -2.300835e+07 nChanged 15290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -23022102.000000 Penalty: 6020.016602
	Iteration 7F: 3 clusters Score -2.30221e+07 nChanged 13859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -23034318.000000 Penalty: 6020.016602
	Iteration 8F: 3 clusters Score -2.303432e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -23041450.000000 Penalty: 6020.016602
	Iteration 9F: 3 clusters Score -2.304145e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178781 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -23045062.000000 Penalty: 6020.016602
	Iteration 10Q: 3 clusters Score -2.304506e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181638 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -23046826.000000 Penalty: 6020.016602
	Iteration 11Q: 3 clusters Score -2.304683e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -23047634.000000 Penalty: 6020.016602
	Iteration 12Q: 3 clusters Score -2.304763e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183955 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -23048070.000000 Penalty: 6020.016602
	Iteration 13Q: 3 clusters Score -2.304807e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184450 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -23048304.000000 Penalty: 6020.016602
	Iteration 14Q: 3 clusters Score -2.30483e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184766 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -23048476.000000 Penalty: 6020.016602
	Iteration 15Q: 3 clusters Score -2.304848e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184975 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23048674.000000 Penalty: 6020.016602
	Iteration 16Q: 3 clusters Score -2.304867e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185123 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -23048784.000000 Penalty: 6020.016602
	Iteration 17Q: 3 clusters Score -2.304878e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185233 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23048854.000000 Penalty: 6020.016602
	Iteration 18Q: 3 clusters Score -2.304885e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23048882.000000 Penalty: 6020.016602
	Iteration 19Q: 3 clusters Score -2.304888e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185389 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -23048882.000000 Penalty: 6020.016602
	Iteration 20F: 3 clusters Score -2.304888e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185447 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23048968.000000 Penalty: 6020.016602
	Iteration 21Q: 3 clusters Score -2.304897e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185477 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -23049014.000000 Penalty: 6020.016602
	Iteration 22Q: 3 clusters Score -2.304901e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185509 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -23049040.000000 Penalty: 6020.016602
	Iteration 23Q: 3 clusters Score -2.304904e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185534 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -23049078.000000 Penalty: 6020.016602
	Iteration 24Q: 3 clusters Score -2.304908e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185558 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23049108.000000 Penalty: 6020.016602
	Iteration 25Q: 3 clusters Score -2.304911e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185586 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -23049120.000000 Penalty: 6020.016602
	Iteration 26Q: 3 clusters Score -2.304912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185603 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23049126.000000 Penalty: 6020.016602
	Iteration 27Q: 3 clusters Score -2.304913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185613 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23049166.000000 Penalty: 6020.016602
	Iteration 28Q: 3 clusters Score -2.304917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185623 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23049192.000000 Penalty: 6020.016602
	Iteration 29Q: 3 clusters Score -2.304919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185629 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23049174.000000 Penalty: 6020.016602
	Iteration 30Q: 3 clusters Score -2.304917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185635 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -23049182.000000 Penalty: 6020.016602
	Iteration 31Q: 3 clusters Score -2.304918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185639 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -23049170.000000 Penalty: 6020.016602
	Iteration 32Q: 3 clusters Score -2.304917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185643 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -23049188.000000 Penalty: 6020.016602
	Iteration 33Q: 3 clusters Score -2.304919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185644 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -23049192.000000 Penalty: 6020.016602
	Iteration 34Q: 3 clusters Score -2.304919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185646 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -23049192.000000 Penalty: 6020.016602
	Iteration 35Q: 3 clusters Score -2.304919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185649 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23049180.000000 Penalty: 6020.016602
	Iteration 36Q: 3 clusters Score -2.304918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185655 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -23049192.000000 Penalty: 6020.016602
	Iteration 37Q: 3 clusters Score -2.304919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -23049192.000000 Penalty: 6020.016602
	Iteration 38Q: 3 clusters Score -2.304919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185660 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23049196.000000 Penalty: 6020.016602
	Iteration 39Q: 3 clusters Score -2.30492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185663 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -23049192.000000 Penalty: 6020.016602
	Iteration 40F: 3 clusters Score -2.304919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23049180.000000 Penalty: 6020.016602
	Iteration 41Q: 3 clusters Score -2.304918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185663 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -23049206.000000 Penalty: 6020.016602
	Iteration 42Q: 3 clusters Score -2.304921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185663 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -23049206.000000 Penalty: 6020.016602
	Iteration 43F: 3 clusters Score -2.304921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Entering Unmasked Estep 
Score: -8366214.500000 Penalty: 2758.120117
	Iteration 0F: 2 clusters Score -8366214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -8320798.500000 Penalty: 5516.240234
	Iteration 0F: 3 clusters Score -8320798 nChanged 31657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -8338643.000000 Penalty: 5516.240234
	Iteration 1F: 3 clusters Score -8338643 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -8339239.500000 Penalty: 5516.240234
	Iteration 2Q: 3 clusters Score -8339240 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -8339932.000000 Penalty: 5516.240234
	Iteration 3Q: 3 clusters Score -8339932 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -8340790.500000 Penalty: 5516.240234
	Iteration 4Q: 3 clusters Score -8340790 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -8341846.000000 Penalty: 5516.240234
	Iteration 5Q: 3 clusters Score -8341846 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -8343538.500000 Penalty: 5516.240234
	Iteration 6F: 3 clusters Score -8343538 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -8346158.000000 Penalty: 5516.240234
	Iteration 7F: 3 clusters Score -8346158 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -8349808.500000 Penalty: 5516.240234
	Iteration 8F: 3 clusters Score -8349808 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -8353975.500000 Penalty: 5516.240234
	Iteration 9F: 3 clusters Score -8353976 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -8357901.000000 Penalty: 5516.240234
	Iteration 10F: 3 clusters Score -8357901 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -8360326.000000 Penalty: 5516.240234
	Iteration 11Q: 3 clusters Score -8360326 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -8361365.500000 Penalty: 5516.240234
	Iteration 12Q: 3 clusters Score -8361366 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -8361894.500000 Penalty: 5516.240234
	Iteration 13Q: 3 clusters Score -8361894 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -8362215.000000 Penalty: 5516.240234
	Iteration 14Q: 3 clusters Score -8362215 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -8362431.500000 Penalty: 5516.240234
	Iteration 15Q: 3 clusters Score -8362432 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -8362673.500000 Penalty: 5516.240234
	Iteration 16Q: 3 clusters Score -8362674 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -8362835.000000 Penalty: 5516.240234
	Iteration 17Q: 3 clusters Score -8362835 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -8362977.500000 Penalty: 5516.240234
	Iteration 18Q: 3 clusters Score -8362978 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -8363091.000000 Penalty: 5516.240234
	Iteration 19Q: 3 clusters Score -8363091 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -8363205.000000 Penalty: 5516.240234
	Iteration 20F: 3 clusters Score -8363205 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8363285.000000 Penalty: 5516.240234
	Iteration 21Q: 3 clusters Score -8363285 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -8363371.000000 Penalty: 5516.240234
	Iteration 22Q: 3 clusters Score -8363371 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8363457.000000 Penalty: 5516.240234
	Iteration 23Q: 3 clusters Score -8363457 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -8363521.500000 Penalty: 5516.240234
	Iteration 24Q: 3 clusters Score -8363522 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -8363576.500000 Penalty: 5516.240234
	Iteration 25Q: 3 clusters Score -8363576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8363655.000000 Penalty: 5516.240234
	Iteration 26Q: 3 clusters Score -8363655 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -8363710.500000 Penalty: 5516.240234
	Iteration 27Q: 3 clusters Score -8363710 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -8363769.500000 Penalty: 5516.240234
	Iteration 28Q: 3 clusters Score -8363770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8363843.000000 Penalty: 5516.240234
	Iteration 29Q: 3 clusters Score -8363843 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -8363873.500000 Penalty: 5516.240234
	Iteration 30Q: 3 clusters Score -8363874 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8363914.500000 Penalty: 5516.240234
	Iteration 31Q: 3 clusters Score -8363914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8364010.000000 Penalty: 5516.240234
	Iteration 32Q: 3 clusters Score -8364010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8364055.500000 Penalty: 5516.240234
	Iteration 33Q: 3 clusters Score -8364056 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8364074.500000 Penalty: 5516.240234
	Iteration 34Q: 3 clusters Score -8364074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8364114.500000 Penalty: 5516.240234
	Iteration 35Q: 3 clusters Score -8364114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8364131.000000 Penalty: 5516.240234
	Iteration 36Q: 3 clusters Score -8364131 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8364172.500000 Penalty: 5516.240234
	Iteration 37Q: 3 clusters Score -8364172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8364179.500000 Penalty: 5516.240234
	Iteration 38Q: 3 clusters Score -8364180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8364216.000000 Penalty: 5516.240234
	Iteration 39Q: 3 clusters Score -8364216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8364213.000000 Penalty: 5516.240234
	Iteration 40F: 3 clusters Score -8364213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8364248.000000 Penalty: 5516.240234
	Iteration 41Q: 3 clusters Score -8364248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8364244.500000 Penalty: 5516.240234
	Iteration 42Q: 3 clusters Score -8364244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8364252.500000 Penalty: 5516.240234
	Iteration 43Q: 3 clusters Score -8364252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8364257.500000 Penalty: 5516.240234
	Iteration 44Q: 3 clusters Score -8364258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8364288.000000 Penalty: 5516.240234
	Iteration 45Q: 3 clusters Score -8364288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8364278.500000 Penalty: 5516.240234
	Iteration 46Q: 3 clusters Score -8364278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8364286.000000 Penalty: 5516.240234
	Iteration 47Q: 3 clusters Score -8364286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8364294.500000 Penalty: 5516.240234
	Iteration 48Q: 3 clusters Score -8364294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8364276.500000 Penalty: 5516.240234
	Iteration 49Q: 3 clusters Score -8364276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65067 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8364282.500000 Penalty: 5516.240234
	Iteration 50Q: 3 clusters Score -8364282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8364293.000000 Penalty: 5516.240234
	Iteration 51Q: 3 clusters Score -8364293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8364297.000000 Penalty: 5516.240234
	Iteration 52Q: 3 clusters Score -8364297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8364304.000000 Penalty: 5516.240234
	Iteration 53Q: 3 clusters Score -8364304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8364304.500000 Penalty: 5516.240234
	Iteration 54Q: 3 clusters Score -8364304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8364303.000000 Penalty: 5516.240234
	Iteration 55Q: 3 clusters Score -8364303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8364317.500000 Penalty: 5516.240234
	Iteration 56Q: 3 clusters Score -8364318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8364339.500000 Penalty: 5516.240234
	Iteration 57Q: 3 clusters Score -8364340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8364337.000000 Penalty: 5516.240234
	Iteration 58Q: 3 clusters Score -8364337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8364329.500000 Penalty: 5516.240234
	Iteration 59Q: 3 clusters Score -8364330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8364341.500000 Penalty: 5516.240234
	Iteration 60F: 3 clusters Score -8364342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8364363.500000 Penalty: 5516.240234
	Iteration 61Q: 3 clusters Score -8364364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8364374.000000 Penalty: 5516.240234
	Iteration 62Q: 3 clusters Score -8364374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8364356.000000 Penalty: 5516.240234
	Iteration 63Q: 3 clusters Score -8364356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8364367.500000 Penalty: 5516.240234
	Iteration 64Q: 3 clusters Score -8364368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8364381.500000 Penalty: 5516.240234
	Iteration 65Q: 3 clusters Score -8364382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65431 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8364386.000000 Penalty: 5516.240234
	Iteration 66Q: 3 clusters Score -8364386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8364392.500000 Penalty: 5516.240234
	Iteration 67Q: 3 clusters Score -8364392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8364393.000000 Penalty: 5516.240234
	Iteration 68Q: 3 clusters Score -8364393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8364390.000000 Penalty: 5516.240234
	Iteration 69Q: 3 clusters Score -8364390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8364389.000000 Penalty: 5516.240234
	Iteration 70Q: 3 clusters Score -8364389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8364398.000000 Penalty: 5516.240234
	Iteration 71Q: 3 clusters Score -8364398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8364388.000000 Penalty: 5516.240234
	Iteration 72Q: 3 clusters Score -8364388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8364389.000000 Penalty: 5516.240234
	Iteration 73Q: 3 clusters Score -8364389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8364388.000000 Penalty: 5516.240234
	Iteration 74Q: 3 clusters Score -8364388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8364392.500000 Penalty: 5516.240234
	Iteration 75Q: 3 clusters Score -8364392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65534 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8364394.500000 Penalty: 5516.240234
	Iteration 76Q: 3 clusters Score -8364394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8364396.000000 Penalty: 5516.240234
	Iteration 77Q: 3 clusters Score -8364396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8364398.500000 Penalty: 5516.240234
	Iteration 78Q: 3 clusters Score -8364398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8364397.000000 Penalty: 5516.240234
	Iteration 79Q: 3 clusters Score -8364397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8364398.500000 Penalty: 5516.240234
	Iteration 80F: 3 clusters Score -8364398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8364394.000000 Penalty: 5516.240234
	Iteration 81Q: 3 clusters Score -8364394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8364384.000000 Penalty: 5516.240234
	Iteration 82Q: 3 clusters Score -8364384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8364391.500000 Penalty: 5516.240234
	Iteration 83Q: 3 clusters Score -8364392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8364393.000000 Penalty: 5516.240234
	Iteration 84Q: 3 clusters Score -8364393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8364391.500000 Penalty: 5516.240234
	Iteration 85Q: 3 clusters Score -8364392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8364383.000000 Penalty: 5516.240234
	Iteration 86Q: 3 clusters Score -8364383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8364383.500000 Penalty: 5516.240234
	Iteration 87Q: 3 clusters Score -8364384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8364388.500000 Penalty: 5516.240234
	Iteration 88Q: 3 clusters Score -8364388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8364386.500000 Penalty: 5516.240234
	Iteration 89Q: 3 clusters Score -8364386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8364397.500000 Penalty: 5516.240234
	Iteration 90Q: 3 clusters Score -8364398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8364395.500000 Penalty: 5516.240234
	Iteration 91Q: 3 clusters Score -8364396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8364397.500000 Penalty: 5516.240234
	Iteration 92Q: 3 clusters Score -8364398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8364403.500000 Penalty: 5516.240234
	Iteration 93Q: 3 clusters Score -8364404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8364404.500000 Penalty: 5516.240234
	Iteration 94Q: 3 clusters Score -8364404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8364404.500000 Penalty: 5516.240234
	Iteration 95F: 3 clusters Score -8364404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Entering Unmasked Estep 
Score: -5647894.500000 Penalty: 2660.444092
	Iteration 0F: 2 clusters Score -5647894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5616993.500000 Penalty: 5320.888184
	Iteration 0F: 3 clusters Score -5616994 nChanged 21038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5628681.000000 Penalty: 5320.888184
	Iteration 1F: 3 clusters Score -5628681 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5629101.000000 Penalty: 5320.888184
	Iteration 2Q: 3 clusters Score -5629101 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5629532.500000 Penalty: 5320.888184
	Iteration 3Q: 3 clusters Score -5629532 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -5629896.000000 Penalty: 5320.888184
	Iteration 4Q: 3 clusters Score -5629896 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -5630282.500000 Penalty: 5320.888184
	Iteration 5Q: 3 clusters Score -5630282 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5630750.500000 Penalty: 5320.888184
	Iteration 6Q: 3 clusters Score -5630750 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5631346.500000 Penalty: 5320.888184
	Iteration 7Q: 3 clusters Score -5631346 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5632097.500000 Penalty: 5320.888184
	Iteration 8Q: 3 clusters Score -5632098 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -5633171.000000 Penalty: 5320.888184
	Iteration 9Q: 3 clusters Score -5633171 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5634547.000000 Penalty: 5320.888184
	Iteration 10Q: 3 clusters Score -5634547 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5636248.500000 Penalty: 5320.888184
	Iteration 11Q: 3 clusters Score -5636248 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5637928.000000 Penalty: 5320.888184
	Iteration 12Q: 3 clusters Score -5637928 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -5639208.500000 Penalty: 5320.888184
	Iteration 13Q: 3 clusters Score -5639208 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5639992.000000 Penalty: 5320.888184
	Iteration 14Q: 3 clusters Score -5639992 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5640412.000000 Penalty: 5320.888184
	Iteration 15Q: 3 clusters Score -5640412 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5640670.500000 Penalty: 5320.888184
	Iteration 16Q: 3 clusters Score -5640670 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -5640916.000000 Penalty: 5320.888184
	Iteration 17Q: 3 clusters Score -5640916 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -5641106.500000 Penalty: 5320.888184
	Iteration 18Q: 3 clusters Score -5641106 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -5641367.000000 Penalty: 5320.888184
	Iteration 19Q: 3 clusters Score -5641367 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -5641617.500000 Penalty: 5320.888184
	Iteration 20F: 3 clusters Score -5641618 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5641853.000000 Penalty: 5320.888184
	Iteration 21Q: 3 clusters Score -5641853 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5642175.500000 Penalty: 5320.888184
	Iteration 22Q: 3 clusters Score -5642176 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5642521.000000 Penalty: 5320.888184
	Iteration 23Q: 3 clusters Score -5642521 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5642822.500000 Penalty: 5320.888184
	Iteration 24Q: 3 clusters Score -5642822 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5643157.500000 Penalty: 5320.888184
	Iteration 25Q: 3 clusters Score -5643158 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -5643514.000000 Penalty: 5320.888184
	Iteration 26Q: 3 clusters Score -5643514 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -5643776.500000 Penalty: 5320.888184
	Iteration 27Q: 3 clusters Score -5643776 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -5644074.000000 Penalty: 5320.888184
	Iteration 28Q: 3 clusters Score -5644074 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -5644329.500000 Penalty: 5320.888184
	Iteration 29Q: 3 clusters Score -5644330 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5644590.500000 Penalty: 5320.888184
	Iteration 30Q: 3 clusters Score -5644590 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5644810.500000 Penalty: 5320.888184
	Iteration 31Q: 3 clusters Score -5644810 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -5644986.000000 Penalty: 5320.888184
	Iteration 32Q: 3 clusters Score -5644986 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5645110.000000 Penalty: 5320.888184
	Iteration 33Q: 3 clusters Score -5645110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -5645224.000000 Penalty: 5320.888184
	Iteration 34Q: 3 clusters Score -5645224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -5645324.000000 Penalty: 5320.888184
	Iteration 35Q: 3 clusters Score -5645324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5645377.000000 Penalty: 5320.888184
	Iteration 36Q: 3 clusters Score -5645377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5645438.000000 Penalty: 5320.888184
	Iteration 37Q: 3 clusters Score -5645438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5645452.000000 Penalty: 5320.888184
	Iteration 38Q: 3 clusters Score -5645452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5645478.000000 Penalty: 5320.888184
	Iteration 39Q: 3 clusters Score -5645478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5645501.000000 Penalty: 5320.888184
	Iteration 40F: 3 clusters Score -5645501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5645531.000000 Penalty: 5320.888184
	Iteration 41Q: 3 clusters Score -5645531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -5645541.500000 Penalty: 5320.888184
	Iteration 42Q: 3 clusters Score -5645542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5645543.000000 Penalty: 5320.888184
	Iteration 43Q: 3 clusters Score -5645543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -5645554.000000 Penalty: 5320.888184
	Iteration 44Q: 3 clusters Score -5645554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5645565.000000 Penalty: 5320.888184
	Iteration 45Q: 3 clusters Score -5645565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5645564.000000 Penalty: 5320.888184
	Iteration 46Q: 3 clusters Score -5645564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -5645572.000000 Penalty: 5320.888184
	Iteration 47Q: 3 clusters Score -5645572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5645575.500000 Penalty: 5320.888184
	Iteration 48Q: 3 clusters Score -5645576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -5645579.500000 Penalty: 5320.888184
	Iteration 49Q: 3 clusters Score -5645580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5645586.500000 Penalty: 5320.888184
	Iteration 50Q: 3 clusters Score -5645586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5645590.000000 Penalty: 5320.888184
	Iteration 51Q: 3 clusters Score -5645590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -5645593.000000 Penalty: 5320.888184
	Iteration 52Q: 3 clusters Score -5645593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5645592.500000 Penalty: 5320.888184
	Iteration 53Q: 3 clusters Score -5645592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -5645592.500000 Penalty: 5320.888184
	Iteration 54Q: 3 clusters Score -5645592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -5645595.500000 Penalty: 5320.888184
	Iteration 55Q: 3 clusters Score -5645596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5645597.500000 Penalty: 5320.888184
	Iteration 56Q: 3 clusters Score -5645598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5645601.500000 Penalty: 5320.888184
	Iteration 57Q: 3 clusters Score -5645602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5645607.000000 Penalty: 5320.888184
	Iteration 58Q: 3 clusters Score -5645607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -5645606.500000 Penalty: 5320.888184
	Iteration 59Q: 3 clusters Score -5645606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5645609.500000 Penalty: 5320.888184
	Iteration 60F: 3 clusters Score -5645610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5645606.500000 Penalty: 5320.888184
	Iteration 61Q: 3 clusters Score -5645606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5645606.000000 Penalty: 5320.888184
	Iteration 62Q: 3 clusters Score -5645606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -5645604.500000 Penalty: 5320.888184
	Iteration 63Q: 3 clusters Score -5645604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5645612.500000 Penalty: 5320.888184
	Iteration 64Q: 3 clusters Score -5645612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5645610.500000 Penalty: 5320.888184
	Iteration 65Q: 3 clusters Score -5645610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -5645610.500000 Penalty: 5320.888184
	Iteration 66F: 3 clusters Score -5645610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Entering Unmasked Estep 
Score: -560831.625000 Penalty: 2086.574951
	Iteration 0F: 2 clusters Score -560831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -556661.000000 Penalty: 4173.149902
	Iteration 0F: 3 clusters Score -556661 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -557802.625000 Penalty: 4173.149902
	Iteration 1F: 3 clusters Score -557802.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -558246.000000 Penalty: 4173.149902
	Iteration 2F: 3 clusters Score -558246 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -558676.437500 Penalty: 4173.149902
	Iteration 3F: 3 clusters Score -558676.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -559003.937500 Penalty: 4173.149902
	Iteration 4F: 3 clusters Score -559003.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -559254.625000 Penalty: 4173.149902
	Iteration 5F: 3 clusters Score -559254.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -559436.375000 Penalty: 4173.149902
	Iteration 6Q: 3 clusters Score -559436.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -559589.750000 Penalty: 4173.149902
	Iteration 7Q: 3 clusters Score -559589.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -559711.187500 Penalty: 4173.149902
	Iteration 8Q: 3 clusters Score -559711.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -559798.125000 Penalty: 4173.149902
	Iteration 9Q: 3 clusters Score -559798.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -559861.312500 Penalty: 4173.149902
	Iteration 10Q: 3 clusters Score -559861.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -559919.062500 Penalty: 4173.149902
	Iteration 11Q: 3 clusters Score -559919.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -559970.937500 Penalty: 4173.149902
	Iteration 12Q: 3 clusters Score -559970.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -560007.187500 Penalty: 4173.149902
	Iteration 13Q: 3 clusters Score -560007.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -560046.312500 Penalty: 4173.149902
	Iteration 14Q: 3 clusters Score -560046.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -560079.625000 Penalty: 4173.149902
	Iteration 15Q: 3 clusters Score -560079.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -560104.187500 Penalty: 4173.149902
	Iteration 16Q: 3 clusters Score -560104.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -560129.000000 Penalty: 4173.149902
	Iteration 17Q: 3 clusters Score -560129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -560146.750000 Penalty: 4173.149902
	Iteration 18Q: 3 clusters Score -560146.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -560163.250000 Penalty: 4173.149902
	Iteration 19Q: 3 clusters Score -560163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -560177.812500 Penalty: 4173.149902
	Iteration 20F: 3 clusters Score -560177.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -560189.187500 Penalty: 4173.149902
	Iteration 21Q: 3 clusters Score -560189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -560195.937500 Penalty: 4173.149902
	Iteration 22Q: 3 clusters Score -560195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -560198.187500 Penalty: 4173.149902
	Iteration 23Q: 3 clusters Score -560198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -560199.250000 Penalty: 4173.149902
	Iteration 24Q: 3 clusters Score -560199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -560201.312500 Penalty: 4173.149902
	Iteration 25Q: 3 clusters Score -560201.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -560200.937500 Penalty: 4173.149902
	Iteration 26Q: 3 clusters Score -560200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -560200.937500 Penalty: 4173.149902
	Iteration 27F: 3 clusters Score -560200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -795491.375000 Penalty: 2189.611816
	Iteration 0F: 2 clusters Score -795491.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -789815.375000 Penalty: 4379.223633
	Iteration 0F: 3 clusters Score -789815.4 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -791366.562500 Penalty: 4379.223633
	Iteration 1F: 3 clusters Score -791366.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -791629.187500 Penalty: 4379.223633
	Iteration 2F: 3 clusters Score -791629.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -791798.750000 Penalty: 4379.223633
	Iteration 3Q: 3 clusters Score -791798.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -791910.562500 Penalty: 4379.223633
	Iteration 4Q: 3 clusters Score -791910.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -792026.812500 Penalty: 4379.223633
	Iteration 5Q: 3 clusters Score -792026.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -792141.125000 Penalty: 4379.223633
	Iteration 6Q: 3 clusters Score -792141.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -792263.812500 Penalty: 4379.223633
	Iteration 7Q: 3 clusters Score -792263.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -792433.687500 Penalty: 4379.223633
	Iteration 8Q: 3 clusters Score -792433.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -792656.000000 Penalty: 4379.223633
	Iteration 9Q: 3 clusters Score -792656 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -792893.562500 Penalty: 4379.223633
	Iteration 10Q: 3 clusters Score -792893.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -793111.062500 Penalty: 4379.223633
	Iteration 11Q: 3 clusters Score -793111.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -793294.562500 Penalty: 4379.223633
	Iteration 12Q: 3 clusters Score -793294.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -793425.937500 Penalty: 4379.223633
	Iteration 13Q: 3 clusters Score -793425.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -793521.562500 Penalty: 4379.223633
	Iteration 14Q: 3 clusters Score -793521.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -793581.875000 Penalty: 4379.223633
	Iteration 15Q: 3 clusters Score -793581.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -793621.125000 Penalty: 4379.223633
	Iteration 16Q: 3 clusters Score -793621.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -793648.062500 Penalty: 4379.223633
	Iteration 17Q: 3 clusters Score -793648.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -793676.312500 Penalty: 4379.223633
	Iteration 18Q: 3 clusters Score -793676.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -793693.437500 Penalty: 4379.223633
	Iteration 19Q: 3 clusters Score -793693.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -793704.750000 Penalty: 4379.223633
	Iteration 20F: 3 clusters Score -793704.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -793715.562500 Penalty: 4379.223633
	Iteration 21Q: 3 clusters Score -793715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -793721.125000 Penalty: 4379.223633
	Iteration 22Q: 3 clusters Score -793721.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -793727.875000 Penalty: 4379.223633
	Iteration 23Q: 3 clusters Score -793727.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -793732.812500 Penalty: 4379.223633
	Iteration 24Q: 3 clusters Score -793732.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -793736.312500 Penalty: 4379.223633
	Iteration 25Q: 3 clusters Score -793736.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -793737.937500 Penalty: 4379.223633
	Iteration 26Q: 3 clusters Score -793737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -793742.125000 Penalty: 4379.223633
	Iteration 27Q: 3 clusters Score -793742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -793742.500000 Penalty: 4379.223633
	Iteration 28Q: 3 clusters Score -793742.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -793743.937500 Penalty: 4379.223633
	Iteration 29Q: 3 clusters Score -793743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -793746.375000 Penalty: 4379.223633
	Iteration 30Q: 3 clusters Score -793746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -793748.125000 Penalty: 4379.223633
	Iteration 31Q: 3 clusters Score -793748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -793752.375000 Penalty: 4379.223633
	Iteration 32Q: 3 clusters Score -793752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -793752.437500 Penalty: 4379.223633
	Iteration 33Q: 3 clusters Score -793752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -793754.312500 Penalty: 4379.223633
	Iteration 34Q: 3 clusters Score -793754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -793758.375000 Penalty: 4379.223633
	Iteration 35Q: 3 clusters Score -793758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -793759.312500 Penalty: 4379.223633
	Iteration 36Q: 3 clusters Score -793759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -793760.812500 Penalty: 4379.223633
	Iteration 37Q: 3 clusters Score -793760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -793761.375000 Penalty: 4379.223633
	Iteration 38Q: 3 clusters Score -793761.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -793761.937500 Penalty: 4379.223633
	Iteration 39Q: 3 clusters Score -793761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -793762.125000 Penalty: 4379.223633
	Iteration 40F: 3 clusters Score -793762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -793762.750000 Penalty: 4379.223633
	Iteration 41Q: 3 clusters Score -793762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -793767.375000 Penalty: 4379.223633
	Iteration 42Q: 3 clusters Score -793767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -793769.125000 Penalty: 4379.223633
	Iteration 43Q: 3 clusters Score -793769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -793768.750000 Penalty: 4379.223633
	Iteration 44Q: 3 clusters Score -793768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -793769.125000 Penalty: 4379.223633
	Iteration 45Q: 3 clusters Score -793769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -793769.187500 Penalty: 4379.223633
	Iteration 46Q: 3 clusters Score -793769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -793769.562500 Penalty: 4379.223633
	Iteration 47Q: 3 clusters Score -793769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -793769.312500 Penalty: 4379.223633
	Iteration 48Q: 3 clusters Score -793769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -793769.312500 Penalty: 4379.223633
	Iteration 49F: 3 clusters Score -793769.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -252901.078125 Penalty: 1898.184326
	Iteration 0F: 2 clusters Score -252901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -250187.406250 Penalty: 3796.368652
	Iteration 0F: 3 clusters Score -250187.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250692.875000 Penalty: 3796.368652
	Iteration 1F: 3 clusters Score -250692.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250819.140625 Penalty: 3796.368652
	Iteration 2F: 3 clusters Score -250819.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250882.515625 Penalty: 3796.368652
	Iteration 3Q: 3 clusters Score -250882.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -250924.218750 Penalty: 3796.368652
	Iteration 4Q: 3 clusters Score -250924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -250953.687500 Penalty: 3796.368652
	Iteration 5Q: 3 clusters Score -250953.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -250991.484375 Penalty: 3796.368652
	Iteration 6Q: 3 clusters Score -250991.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251029.031250 Penalty: 3796.368652
	Iteration 7Q: 3 clusters Score -251029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -251066.953125 Penalty: 3796.368652
	Iteration 8Q: 3 clusters Score -251067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -251091.875000 Penalty: 3796.368652
	Iteration 9Q: 3 clusters Score -251091.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -251103.187500 Penalty: 3796.368652
	Iteration 10Q: 3 clusters Score -251103.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251115.062500 Penalty: 3796.368652
	Iteration 11Q: 3 clusters Score -251115.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251131.750000 Penalty: 3796.368652
	Iteration 12Q: 3 clusters Score -251131.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -251146.984375 Penalty: 3796.368652
	Iteration 13Q: 3 clusters Score -251147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251154.406250 Penalty: 3796.368652
	Iteration 14Q: 3 clusters Score -251154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -251162.796875 Penalty: 3796.368652
	Iteration 15Q: 3 clusters Score -251162.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -251167.343750 Penalty: 3796.368652
	Iteration 16Q: 3 clusters Score -251167.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -251171.468750 Penalty: 3796.368652
	Iteration 17Q: 3 clusters Score -251171.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -251174.000000 Penalty: 3796.368652
	Iteration 18Q: 3 clusters Score -251174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -251174.000000 Penalty: 3796.368652
	Iteration 19F: 3 clusters Score -251174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (155116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Entering Unmasked Estep 
Score: -19103268.000000 Penalty: 2964.078125
	Iteration 0F: 2 clusters Score -1.910327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -18999688.000000 Penalty: 5928.156250
	Iteration 0F: 3 clusters Score -1.899969e+07 nChanged 73867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -19042712.000000 Penalty: 5928.156250
	Iteration 1F: 3 clusters Score -1.904271e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -19043526.000000 Penalty: 5928.156250
	Iteration 2Q: 3 clusters Score -1.904353e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -19044626.000000 Penalty: 5928.156250
	Iteration 3Q: 3 clusters Score -1.904463e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -19045988.000000 Penalty: 5928.156250
	Iteration 4Q: 3 clusters Score -1.904599e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82844 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -19047946.000000 Penalty: 5928.156250
	Iteration 5Q: 3 clusters Score -1.904795e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -19050872.000000 Penalty: 5928.156250
	Iteration 6Q: 3 clusters Score -1.905087e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -19055108.000000 Penalty: 5928.156250
	Iteration 7Q: 3 clusters Score -1.905511e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -19060918.000000 Penalty: 5928.156250
	Iteration 8F: 3 clusters Score -1.906092e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -19067746.000000 Penalty: 5928.156250
	Iteration 9F: 3 clusters Score -1.906775e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -19074162.000000 Penalty: 5928.156250
	Iteration 10F: 3 clusters Score -1.907416e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -19078316.000000 Penalty: 5928.156250
	Iteration 11F: 3 clusters Score -1.907832e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94571 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -19080240.000000 Penalty: 5928.156250
	Iteration 12Q: 3 clusters Score -1.908024e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -19080730.000000 Penalty: 5928.156250
	Iteration 13Q: 3 clusters Score -1.908073e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -19081190.000000 Penalty: 5928.156250
	Iteration 14Q: 3 clusters Score -1.908119e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -19081454.000000 Penalty: 5928.156250
	Iteration 15Q: 3 clusters Score -1.908145e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -19081686.000000 Penalty: 5928.156250
	Iteration 16Q: 3 clusters Score -1.908169e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -19081928.000000 Penalty: 5928.156250
	Iteration 17Q: 3 clusters Score -1.908193e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -19082096.000000 Penalty: 5928.156250
	Iteration 18Q: 3 clusters Score -1.90821e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -19082300.000000 Penalty: 5928.156250
	Iteration 19Q: 3 clusters Score -1.90823e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -19082542.000000 Penalty: 5928.156250
	Iteration 20F: 3 clusters Score -1.908254e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -19082728.000000 Penalty: 5928.156250
	Iteration 21Q: 3 clusters Score -1.908273e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97867 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -19082918.000000 Penalty: 5928.156250
	Iteration 22Q: 3 clusters Score -1.908292e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -19083146.000000 Penalty: 5928.156250
	Iteration 23Q: 3 clusters Score -1.908315e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -19083364.000000 Penalty: 5928.156250
	Iteration 24Q: 3 clusters Score -1.908336e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -19083554.000000 Penalty: 5928.156250
	Iteration 25Q: 3 clusters Score -1.908355e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -19083740.000000 Penalty: 5928.156250
	Iteration 26Q: 3 clusters Score -1.908374e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -19083832.000000 Penalty: 5928.156250
	Iteration 27Q: 3 clusters Score -1.908383e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99221 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -19084012.000000 Penalty: 5928.156250
	Iteration 28Q: 3 clusters Score -1.908401e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -19084102.000000 Penalty: 5928.156250
	Iteration 29Q: 3 clusters Score -1.90841e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -19084212.000000 Penalty: 5928.156250
	Iteration 30Q: 3 clusters Score -1.908421e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -19084350.000000 Penalty: 5928.156250
	Iteration 31Q: 3 clusters Score -1.908435e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -19084400.000000 Penalty: 5928.156250
	Iteration 32Q: 3 clusters Score -1.90844e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -19084446.000000 Penalty: 5928.156250
	Iteration 33Q: 3 clusters Score -1.908445e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -19084524.000000 Penalty: 5928.156250
	Iteration 34Q: 3 clusters Score -1.908452e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101103 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -19084632.000000 Penalty: 5928.156250
	Iteration 35Q: 3 clusters Score -1.908463e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -19084832.000000 Penalty: 5928.156250
	Iteration 36Q: 3 clusters Score -1.908483e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -19085030.000000 Penalty: 5928.156250
	Iteration 37Q: 3 clusters Score -1.908503e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -19085268.000000 Penalty: 5928.156250
	Iteration 38Q: 3 clusters Score -1.908527e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -19085430.000000 Penalty: 5928.156250
	Iteration 39Q: 3 clusters Score -1.908543e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103913 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -19085650.000000 Penalty: 5928.156250
	Iteration 40F: 3 clusters Score -1.908565e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104711 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -19085900.000000 Penalty: 5928.156250
	Iteration 41Q: 3 clusters Score -1.90859e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -19086216.000000 Penalty: 5928.156250
	Iteration 42Q: 3 clusters Score -1.908622e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -19086428.000000 Penalty: 5928.156250
	Iteration 43Q: 3 clusters Score -1.908643e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -19086802.000000 Penalty: 5928.156250
	Iteration 44Q: 3 clusters Score -1.90868e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -19087404.000000 Penalty: 5928.156250
	Iteration 45Q: 3 clusters Score -1.90874e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110417 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -19087956.000000 Penalty: 5928.156250
	Iteration 46Q: 3 clusters Score -1.908796e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -19088590.000000 Penalty: 5928.156250
	Iteration 47Q: 3 clusters Score -1.908859e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -19089118.000000 Penalty: 5928.156250
	Iteration 48Q: 3 clusters Score -1.908912e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -19089752.000000 Penalty: 5928.156250
	Iteration 49Q: 3 clusters Score -1.908975e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -19090318.000000 Penalty: 5928.156250
	Iteration 50Q: 3 clusters Score -1.909032e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -19090764.000000 Penalty: 5928.156250
	Iteration 51Q: 3 clusters Score -1.909076e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118283 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -19091180.000000 Penalty: 5928.156250
	Iteration 52Q: 3 clusters Score -1.909118e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -19091602.000000 Penalty: 5928.156250
	Iteration 53Q: 3 clusters Score -1.90916e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -19091986.000000 Penalty: 5928.156250
	Iteration 54Q: 3 clusters Score -1.909199e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121511 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -19092272.000000 Penalty: 5928.156250
	Iteration 55Q: 3 clusters Score -1.909227e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122502 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -19092548.000000 Penalty: 5928.156250
	Iteration 56Q: 3 clusters Score -1.909255e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -19092746.000000 Penalty: 5928.156250
	Iteration 57Q: 3 clusters Score -1.909275e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124272 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -19092888.000000 Penalty: 5928.156250
	Iteration 58Q: 3 clusters Score -1.909289e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -19093150.000000 Penalty: 5928.156250
	Iteration 59Q: 3 clusters Score -1.909315e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126099 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -19093210.000000 Penalty: 5928.156250
	Iteration 60F: 3 clusters Score -1.909321e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126937 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -19093406.000000 Penalty: 5928.156250
	Iteration 61Q: 3 clusters Score -1.909341e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127783 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -19093528.000000 Penalty: 5928.156250
	Iteration 62Q: 3 clusters Score -1.909353e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -19093674.000000 Penalty: 5928.156250
	Iteration 63Q: 3 clusters Score -1.909367e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129426 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -19093832.000000 Penalty: 5928.156250
	Iteration 64Q: 3 clusters Score -1.909383e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130248 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -19093936.000000 Penalty: 5928.156250
	Iteration 65Q: 3 clusters Score -1.909394e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131089 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -19094096.000000 Penalty: 5928.156250
	Iteration 66Q: 3 clusters Score -1.90941e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131934 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -19094282.000000 Penalty: 5928.156250
	Iteration 67Q: 3 clusters Score -1.909428e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -19094462.000000 Penalty: 5928.156250
	Iteration 68Q: 3 clusters Score -1.909446e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133655 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -19094616.000000 Penalty: 5928.156250
	Iteration 69Q: 3 clusters Score -1.909462e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -19094740.000000 Penalty: 5928.156250
	Iteration 70Q: 3 clusters Score -1.909474e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135375 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -19094904.000000 Penalty: 5928.156250
	Iteration 71Q: 3 clusters Score -1.90949e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136260 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -19095082.000000 Penalty: 5928.156250
	Iteration 72Q: 3 clusters Score -1.909508e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137184 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -19095234.000000 Penalty: 5928.156250
	Iteration 73Q: 3 clusters Score -1.909523e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -19095502.000000 Penalty: 5928.156250
	Iteration 74Q: 3 clusters Score -1.90955e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139127 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -19095736.000000 Penalty: 5928.156250
	Iteration 75Q: 3 clusters Score -1.909574e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140095 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -19095960.000000 Penalty: 5928.156250
	Iteration 76Q: 3 clusters Score -1.909596e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141108 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -19096324.000000 Penalty: 5928.156250
	Iteration 77Q: 3 clusters Score -1.909632e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142095 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -19096524.000000 Penalty: 5928.156250
	Iteration 78Q: 3 clusters Score -1.909652e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -19096814.000000 Penalty: 5928.156250
	Iteration 79Q: 3 clusters Score -1.909681e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144039 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -19097148.000000 Penalty: 5928.156250
	Iteration 80F: 3 clusters Score -1.909715e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144977 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -19097396.000000 Penalty: 5928.156250
	Iteration 81Q: 3 clusters Score -1.90974e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -19097742.000000 Penalty: 5928.156250
	Iteration 82Q: 3 clusters Score -1.909774e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146775 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -19097994.000000 Penalty: 5928.156250
	Iteration 83Q: 3 clusters Score -1.909799e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147623 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -19098230.000000 Penalty: 5928.156250
	Iteration 84Q: 3 clusters Score -1.909823e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148392 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -19098450.000000 Penalty: 5928.156250
	Iteration 85Q: 3 clusters Score -1.909845e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -19098702.000000 Penalty: 5928.156250
	Iteration 86Q: 3 clusters Score -1.90987e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149744 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -19098924.000000 Penalty: 5928.156250
	Iteration 87Q: 3 clusters Score -1.909892e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -19099206.000000 Penalty: 5928.156250
	Iteration 88Q: 3 clusters Score -1.909921e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150839 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19099430.000000 Penalty: 5928.156250
	Iteration 89Q: 3 clusters Score -1.909943e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151284 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -19099572.000000 Penalty: 5928.156250
	Iteration 90Q: 3 clusters Score -1.909957e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -19099772.000000 Penalty: 5928.156250
	Iteration 91Q: 3 clusters Score -1.909977e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -19099868.000000 Penalty: 5928.156250
	Iteration 92Q: 3 clusters Score -1.909987e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152292 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19100038.000000 Penalty: 5928.156250
	Iteration 93Q: 3 clusters Score -1.910004e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -19100152.000000 Penalty: 5928.156250
	Iteration 94Q: 3 clusters Score -1.910015e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152786 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -19100238.000000 Penalty: 5928.156250
	Iteration 95Q: 3 clusters Score -1.910024e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152948 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -19100330.000000 Penalty: 5928.156250
	Iteration 96Q: 3 clusters Score -1.910033e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -19100376.000000 Penalty: 5928.156250
	Iteration 97Q: 3 clusters Score -1.910038e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19100444.000000 Penalty: 5928.156250
	Iteration 98Q: 3 clusters Score -1.910044e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19100482.000000 Penalty: 5928.156250
	Iteration 99Q: 3 clusters Score -1.910048e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -19100520.000000 Penalty: 5928.156250
	Iteration 100F: 3 clusters Score -1.910052e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19100560.000000 Penalty: 5928.156250
	Iteration 101Q: 3 clusters Score -1.910056e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153558 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19100564.000000 Penalty: 5928.156250
	Iteration 102Q: 3 clusters Score -1.910056e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153628 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19100618.000000 Penalty: 5928.156250
	Iteration 103Q: 3 clusters Score -1.910062e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19100676.000000 Penalty: 5928.156250
	Iteration 104Q: 3 clusters Score -1.910068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19100686.000000 Penalty: 5928.156250
	Iteration 105Q: 3 clusters Score -1.910069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153749 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -19100658.000000 Penalty: 5928.156250
	Iteration 106Q: 3 clusters Score -1.910066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153771 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19100660.000000 Penalty: 5928.156250
	Iteration 107Q: 3 clusters Score -1.910066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153800 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19100694.000000 Penalty: 5928.156250
	Iteration 108Q: 3 clusters Score -1.910069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19100702.000000 Penalty: 5928.156250
	Iteration 109Q: 3 clusters Score -1.91007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19100700.000000 Penalty: 5928.156250
	Iteration 110Q: 3 clusters Score -1.91007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153862 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19100716.000000 Penalty: 5928.156250
	Iteration 111Q: 3 clusters Score -1.910072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153884 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19100730.000000 Penalty: 5928.156250
	Iteration 112Q: 3 clusters Score -1.910073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153901 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19100730.000000 Penalty: 5928.156250
	Iteration 113Q: 3 clusters Score -1.910073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19100750.000000 Penalty: 5928.156250
	Iteration 114Q: 3 clusters Score -1.910075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19100752.000000 Penalty: 5928.156250
	Iteration 115Q: 3 clusters Score -1.910075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153932 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19100756.000000 Penalty: 5928.156250
	Iteration 116Q: 3 clusters Score -1.910076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -19100760.000000 Penalty: 5928.156250
	Iteration 117Q: 3 clusters Score -1.910076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153944 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19100740.000000 Penalty: 5928.156250
	Iteration 118Q: 3 clusters Score -1.910074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -19100742.000000 Penalty: 5928.156250
	Iteration 119Q: 3 clusters Score -1.910074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153956 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -19100738.000000 Penalty: 5928.156250
	Iteration 120F: 3 clusters Score -1.910074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -19100750.000000 Penalty: 5928.156250
	Iteration 121Q: 3 clusters Score -1.910075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153968 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19100766.000000 Penalty: 5928.156250
	Iteration 122Q: 3 clusters Score -1.910077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153969 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -19100754.000000 Penalty: 5928.156250
	Iteration 123Q: 3 clusters Score -1.910075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153970 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19100754.000000 Penalty: 5928.156250
	Iteration 124Q: 3 clusters Score -1.910075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19100754.000000 Penalty: 5928.156250
	Iteration 125Q: 3 clusters Score -1.910075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -19100752.000000 Penalty: 5928.156250
	Iteration 126Q: 3 clusters Score -1.910075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153977 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19100754.000000 Penalty: 5928.156250
	Iteration 127Q: 3 clusters Score -1.910075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153977 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19100754.000000 Penalty: 5928.156250
	Iteration 128F: 3 clusters Score -1.910075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175038 members 
Entering Unmasked Estep 
Score: -21606948.000000 Penalty: 2994.044189
	Iteration 0F: 2 clusters Score -2.160695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -21493554.000000 Penalty: 5988.088379
	Iteration 0F: 3 clusters Score -2.149355e+07 nChanged 83999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -21541604.000000 Penalty: 5988.088379
	Iteration 1F: 3 clusters Score -2.15416e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 89615 members 
Entering Unmasked Estep 
Score: -21542446.000000 Penalty: 5988.088379
	Iteration 2Q: 3 clusters Score -2.154245e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -21543400.000000 Penalty: 5988.088379
	Iteration 3Q: 3 clusters Score -2.15434e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -21544600.000000 Penalty: 5988.088379
	Iteration 4Q: 3 clusters Score -2.15446e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -21545934.000000 Penalty: 5988.088379
	Iteration 5Q: 3 clusters Score -2.154593e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -21547756.000000 Penalty: 5988.088379
	Iteration 6Q: 3 clusters Score -2.154776e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -21550754.000000 Penalty: 5988.088379
	Iteration 7Q: 3 clusters Score -2.155075e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 112519 members 
Entering Unmasked Estep 
Score: -21556106.000000 Penalty: 5988.088379
	Iteration 8F: 3 clusters Score -2.155611e+07 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -21564276.000000 Penalty: 5988.088379
	Iteration 9F: 3 clusters Score -2.156428e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 134055 members 
Entering Unmasked Estep 
Score: -21574648.000000 Penalty: 5988.088379
	Iteration 10F: 3 clusters Score -2.157465e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
Score: -21584304.000000 Penalty: 5988.088379
	Iteration 11F: 3 clusters Score -2.15843e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 151844 members 
Entering Unmasked Estep 
Score: -21591260.000000 Penalty: 5988.088379
	Iteration 12Q: 3 clusters Score -2.159126e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 157272 members 
Entering Unmasked Estep 
Score: -21595492.000000 Penalty: 5988.088379
	Iteration 13Q: 3 clusters Score -2.159549e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 161298 members 
Entering Unmasked Estep 
Score: -21598198.000000 Penalty: 5988.088379
	Iteration 14Q: 3 clusters Score -2.15982e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -21599910.000000 Penalty: 5988.088379
	Iteration 15Q: 3 clusters Score -2.159991e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 166931 members 
Entering Unmasked Estep 
Score: -21601306.000000 Penalty: 5988.088379
	Iteration 16Q: 3 clusters Score -2.160131e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -21602258.000000 Penalty: 5988.088379
	Iteration 17Q: 3 clusters Score -2.160226e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -21602960.000000 Penalty: 5988.088379
	Iteration 18Q: 3 clusters Score -2.160296e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -21603398.000000 Penalty: 5988.088379
	Iteration 19Q: 3 clusters Score -2.16034e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 172214 members 
Entering Unmasked Estep 
Score: -21603714.000000 Penalty: 5988.088379
	Iteration 20F: 3 clusters Score -2.160371e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 172786 members 
Entering Unmasked Estep 
Score: -21603964.000000 Penalty: 5988.088379
	Iteration 21Q: 3 clusters Score -2.160396e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 173183 members 
Entering Unmasked Estep 
Score: -21604068.000000 Penalty: 5988.088379
	Iteration 22Q: 3 clusters Score -2.160407e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 173461 members 
Entering Unmasked Estep 
Score: -21604192.000000 Penalty: 5988.088379
	Iteration 23Q: 3 clusters Score -2.160419e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 173664 members 
Entering Unmasked Estep 
Score: -21604296.000000 Penalty: 5988.088379
	Iteration 24Q: 3 clusters Score -2.16043e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 173806 members 
Entering Unmasked Estep 
Score: -21604346.000000 Penalty: 5988.088379
	Iteration 25Q: 3 clusters Score -2.160435e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173903 members 
Entering Unmasked Estep 
Score: -21604362.000000 Penalty: 5988.088379
	Iteration 26Q: 3 clusters Score -2.160436e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 173972 members 
Entering Unmasked Estep 
Score: -21604400.000000 Penalty: 5988.088379
	Iteration 27Q: 3 clusters Score -2.16044e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 174022 members 
Entering Unmasked Estep 
Score: -21604424.000000 Penalty: 5988.088379
	Iteration 28Q: 3 clusters Score -2.160442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 174058 members 
Entering Unmasked Estep 
Score: -21604478.000000 Penalty: 5988.088379
	Iteration 29Q: 3 clusters Score -2.160448e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 174087 members 
Entering Unmasked Estep 
Score: -21604504.000000 Penalty: 5988.088379
	Iteration 30Q: 3 clusters Score -2.16045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -21604504.000000 Penalty: 5988.088379
	Iteration 31Q: 3 clusters Score -2.16045e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -21604508.000000 Penalty: 5988.088379
	Iteration 32Q: 3 clusters Score -2.160451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 174141 members 
Entering Unmasked Estep 
Score: -21604530.000000 Penalty: 5988.088379
	Iteration 33Q: 3 clusters Score -2.160453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 174147 members 
Entering Unmasked Estep 
Score: -21604546.000000 Penalty: 5988.088379
	Iteration 34Q: 3 clusters Score -2.160455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 174158 members 
Entering Unmasked Estep 
Score: -21604544.000000 Penalty: 5988.088379
	Iteration 35Q: 3 clusters Score -2.160454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -21604526.000000 Penalty: 5988.088379
	Iteration 36Q: 3 clusters Score -2.160453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 174182 members 
Entering Unmasked Estep 
Score: -21604530.000000 Penalty: 5988.088379
	Iteration 37Q: 3 clusters Score -2.160453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 174197 members 
Entering Unmasked Estep 
Score: -21604536.000000 Penalty: 5988.088379
	Iteration 38Q: 3 clusters Score -2.160454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -21604522.000000 Penalty: 5988.088379
	Iteration 39Q: 3 clusters Score -2.160452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 174211 members 
Entering Unmasked Estep 
Score: -21604522.000000 Penalty: 5988.088379
	Iteration 40F: 3 clusters Score -2.160452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 174227 members 
Entering Unmasked Estep 
Score: -21604522.000000 Penalty: 5988.088379
	Iteration 41Q: 3 clusters Score -2.160452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 174235 members 
Entering Unmasked Estep 
Score: -21604532.000000 Penalty: 5988.088379
	Iteration 42Q: 3 clusters Score -2.160453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -21604534.000000 Penalty: 5988.088379
	Iteration 43Q: 3 clusters Score -2.160453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 174245 members 
Entering Unmasked Estep 
Score: -21604534.000000 Penalty: 5988.088379
	Iteration 44Q: 3 clusters Score -2.160453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 174252 members 
Entering Unmasked Estep 
Score: -21604526.000000 Penalty: 5988.088379
	Iteration 45Q: 3 clusters Score -2.160453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 174259 members 
Entering Unmasked Estep 
Score: -21604546.000000 Penalty: 5988.088379
	Iteration 46Q: 3 clusters Score -2.160455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 174267 members 
Entering Unmasked Estep 
Score: -21604552.000000 Penalty: 5988.088379
	Iteration 47Q: 3 clusters Score -2.160455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 174272 members 
Entering Unmasked Estep 
Score: -21604556.000000 Penalty: 5988.088379
	Iteration 48Q: 3 clusters Score -2.160456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 174278 members 
Entering Unmasked Estep 
Score: -21604560.000000 Penalty: 5988.088379
	Iteration 49Q: 3 clusters Score -2.160456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -21604558.000000 Penalty: 5988.088379
	Iteration 50Q: 3 clusters Score -2.160456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 174288 members 
Entering Unmasked Estep 
Score: -21604550.000000 Penalty: 5988.088379
	Iteration 51Q: 3 clusters Score -2.160455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 174294 members 
Entering Unmasked Estep 
Score: -21604566.000000 Penalty: 5988.088379
	Iteration 52Q: 3 clusters Score -2.160457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -21604580.000000 Penalty: 5988.088379
	Iteration 53Q: 3 clusters Score -2.160458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -21604570.000000 Penalty: 5988.088379
	Iteration 54Q: 3 clusters Score -2.160457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 174297 members 
Entering Unmasked Estep 
Score: -21604576.000000 Penalty: 5988.088379
	Iteration 55Q: 3 clusters Score -2.160458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -21604590.000000 Penalty: 5988.088379
	Iteration 56Q: 3 clusters Score -2.160459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 174301 members 
Entering Unmasked Estep 
Score: -21604584.000000 Penalty: 5988.088379
	Iteration 57Q: 3 clusters Score -2.160458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -21604590.000000 Penalty: 5988.088379
	Iteration 58Q: 3 clusters Score -2.160459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -21604594.000000 Penalty: 5988.088379
	Iteration 59Q: 3 clusters Score -2.160459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 174304 members 
Entering Unmasked Estep 
Score: -21604594.000000 Penalty: 5988.088379
	Iteration 60F: 3 clusters Score -2.160459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (162485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Entering Unmasked Estep 
Score: -20142714.000000 Penalty: 2975.588379
	Iteration 0F: 2 clusters Score -2.014271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -20035960.000000 Penalty: 5951.176758
	Iteration 0F: 3 clusters Score -2.003596e+07 nChanged 78026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -20080906.000000 Penalty: 5951.176758
	Iteration 1F: 3 clusters Score -2.008091e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -20081784.000000 Penalty: 5951.176758
	Iteration 2Q: 3 clusters Score -2.008178e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -20082958.000000 Penalty: 5951.176758
	Iteration 3Q: 3 clusters Score -2.008296e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91162 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -20084288.000000 Penalty: 5951.176758
	Iteration 4Q: 3 clusters Score -2.008429e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -20086440.000000 Penalty: 5951.176758
	Iteration 5Q: 3 clusters Score -2.008644e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -20090272.000000 Penalty: 5951.176758
	Iteration 6Q: 3 clusters Score -2.009027e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114641 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -20097100.000000 Penalty: 5951.176758
	Iteration 7F: 3 clusters Score -2.00971e+07 nChanged 13583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128158 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -20108600.000000 Penalty: 5951.176758
	Iteration 8F: 3 clusters Score -2.01086e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -20122482.000000 Penalty: 5951.176758
	Iteration 9F: 3 clusters Score -2.012248e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -20133088.000000 Penalty: 5951.176758
	Iteration 10F: 3 clusters Score -2.013309e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -20137656.000000 Penalty: 5951.176758
	Iteration 11Q: 3 clusters Score -2.013766e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20139338.000000 Penalty: 5951.176758
	Iteration 12Q: 3 clusters Score -2.013934e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161978 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -20139810.000000 Penalty: 5951.176758
	Iteration 13Q: 3 clusters Score -2.013981e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20139972.000000 Penalty: 5951.176758
	Iteration 14Q: 3 clusters Score -2.013997e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20140020.000000 Penalty: 5951.176758
	Iteration 15Q: 3 clusters Score -2.014002e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162203 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20140046.000000 Penalty: 5951.176758
	Iteration 16Q: 3 clusters Score -2.014005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20140080.000000 Penalty: 5951.176758
	Iteration 17Q: 3 clusters Score -2.014008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -20140112.000000 Penalty: 5951.176758
	Iteration 18Q: 3 clusters Score -2.014011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20140156.000000 Penalty: 5951.176758
	Iteration 19Q: 3 clusters Score -2.014016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20140174.000000 Penalty: 5951.176758
	Iteration 20F: 3 clusters Score -2.014017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -20140176.000000 Penalty: 5951.176758
	Iteration 21Q: 3 clusters Score -2.014018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20140194.000000 Penalty: 5951.176758
	Iteration 22Q: 3 clusters Score -2.014019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20140190.000000 Penalty: 5951.176758
	Iteration 23Q: 3 clusters Score -2.014019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20140190.000000 Penalty: 5951.176758
	Iteration 24Q: 3 clusters Score -2.014019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20140198.000000 Penalty: 5951.176758
	Iteration 25Q: 3 clusters Score -2.01402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20140200.000000 Penalty: 5951.176758
	Iteration 26Q: 3 clusters Score -2.01402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20140198.000000 Penalty: 5951.176758
	Iteration 27Q: 3 clusters Score -2.01402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20140188.000000 Penalty: 5951.176758
	Iteration 28Q: 3 clusters Score -2.014019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20140182.000000 Penalty: 5951.176758
	Iteration 29Q: 3 clusters Score -2.014018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20140200.000000 Penalty: 5951.176758
	Iteration 30Q: 3 clusters Score -2.01402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20140202.000000 Penalty: 5951.176758
	Iteration 31Q: 3 clusters Score -2.01402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20140200.000000 Penalty: 5951.176758
	Iteration 32Q: 3 clusters Score -2.01402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20140200.000000 Penalty: 5951.176758
	Iteration 33F: 3 clusters Score -2.01402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -112184.398438 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -112184.4 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 495 members 
Entering Unmasked Estep 
Score: -110225.664062 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -110225.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110561.609375 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -110561.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -110712.789062 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -110712.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110837.234375 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -110837.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110957.187500 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -110957.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -111092.695312 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -111092.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111275.531250 Penalty: 3433.631348
	Iteration 6F: 3 clusters Score -111275.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -111545.859375 Penalty: 3433.631348
	Iteration 7F: 3 clusters Score -111545.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111982.195312 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -111982.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112264.773438 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -112264.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112373.304688 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -112373.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112419.656250 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -112419.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112481.382812 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -112481.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112541.828125 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -112541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112575.226562 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -112575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112582.828125 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -112582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112582.828125 Penalty: 3433.631348
	Iteration 16F: 3 clusters Score -112582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92384 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 84316 members 
Mstep: Class 5 contains 77448 members 
Mstep: Class 6 contains 26136 members 
Mstep: Class 7 contains 157037 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186676 members 
Mstep: Class 13 contains 67606 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 155116 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 162485 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 53151 members 
Mstep: Class 23 contains 79928 members 
Mstep: Class 24 contains 182170 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 9974 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14756 members 
Mstep: Class 29 contains 435 members 
Entering Unmasked Estep 
Score: -194719920.000000 Penalty: 102794.593750
Splitting cluster 21 changes total score from -194721168.000000 to -194719920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (53151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Entering Unmasked Estep 
Score: -6609022.500000 Penalty: 2698.461182
	Iteration 0F: 2 clusters Score -6609022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -6573250.500000 Penalty: 5396.922363
	Iteration 0F: 3 clusters Score -6573250 nChanged 24476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6586562.000000 Penalty: 5396.922363
	Iteration 1F: 3 clusters Score -6586562 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -6587228.000000 Penalty: 5396.922363
	Iteration 2Q: 3 clusters Score -6587228 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6587817.500000 Penalty: 5396.922363
	Iteration 3Q: 3 clusters Score -6587818 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6588585.500000 Penalty: 5396.922363
	Iteration 4Q: 3 clusters Score -6588586 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -6589451.000000 Penalty: 5396.922363
	Iteration 5Q: 3 clusters Score -6589451 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -6590460.500000 Penalty: 5396.922363
	Iteration 6Q: 3 clusters Score -6590460 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6591680.500000 Penalty: 5396.922363
	Iteration 7Q: 3 clusters Score -6591680 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -6593085.500000 Penalty: 5396.922363
	Iteration 8Q: 3 clusters Score -6593086 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -6594876.000000 Penalty: 5396.922363
	Iteration 9F: 3 clusters Score -6594876 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -6597033.500000 Penalty: 5396.922363
	Iteration 10F: 3 clusters Score -6597034 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -6599301.500000 Penalty: 5396.922363
	Iteration 11F: 3 clusters Score -6599302 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -6601432.000000 Penalty: 5396.922363
	Iteration 12F: 3 clusters Score -6601432 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6603185.500000 Penalty: 5396.922363
	Iteration 13Q: 3 clusters Score -6603186 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -6604497.000000 Penalty: 5396.922363
	Iteration 14Q: 3 clusters Score -6604497 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6605358.500000 Penalty: 5396.922363
	Iteration 15Q: 3 clusters Score -6605358 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -6605888.500000 Penalty: 5396.922363
	Iteration 16Q: 3 clusters Score -6605888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -6606235.500000 Penalty: 5396.922363
	Iteration 17Q: 3 clusters Score -6606236 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6606404.500000 Penalty: 5396.922363
	Iteration 18Q: 3 clusters Score -6606404 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -6606501.000000 Penalty: 5396.922363
	Iteration 19Q: 3 clusters Score -6606501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -6606556.500000 Penalty: 5396.922363
	Iteration 20F: 3 clusters Score -6606556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -6606603.500000 Penalty: 5396.922363
	Iteration 21Q: 3 clusters Score -6606604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -6606634.500000 Penalty: 5396.922363
	Iteration 22Q: 3 clusters Score -6606634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -6606639.500000 Penalty: 5396.922363
	Iteration 23Q: 3 clusters Score -6606640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -6606662.000000 Penalty: 5396.922363
	Iteration 24Q: 3 clusters Score -6606662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -6606674.500000 Penalty: 5396.922363
	Iteration 25Q: 3 clusters Score -6606674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6606683.000000 Penalty: 5396.922363
	Iteration 26Q: 3 clusters Score -6606683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -6606700.000000 Penalty: 5396.922363
	Iteration 27Q: 3 clusters Score -6606700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6606710.500000 Penalty: 5396.922363
	Iteration 28Q: 3 clusters Score -6606710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -6606717.000000 Penalty: 5396.922363
	Iteration 29Q: 3 clusters Score -6606717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -6606717.500000 Penalty: 5396.922363
	Iteration 30Q: 3 clusters Score -6606718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6606721.000000 Penalty: 5396.922363
	Iteration 31Q: 3 clusters Score -6606721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6606723.000000 Penalty: 5396.922363
	Iteration 32Q: 3 clusters Score -6606723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -6606723.000000 Penalty: 5396.922363
	Iteration 33Q: 3 clusters Score -6606723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -6606723.000000 Penalty: 5396.922363
	Iteration 34F: 3 clusters Score -6606723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (79928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Entering Unmasked Estep 
Score: -9946166.000000 Penalty: 2799.642578
	Iteration 0F: 2 clusters Score -9946166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9892622.000000 Penalty: 5599.285156
	Iteration 0F: 3 clusters Score -9892622 nChanged 37670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9914411.000000 Penalty: 5599.285156
	Iteration 1F: 3 clusters Score -9914411 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -9915590.000000 Penalty: 5599.285156
	Iteration 2Q: 3 clusters Score -9915590 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -9916790.000000 Penalty: 5599.285156
	Iteration 3Q: 3 clusters Score -9916790 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -9918332.000000 Penalty: 5599.285156
	Iteration 4Q: 3 clusters Score -9918332 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -9920360.000000 Penalty: 5599.285156
	Iteration 5F: 3 clusters Score -9920360 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -9922671.000000 Penalty: 5599.285156
	Iteration 6F: 3 clusters Score -9922671 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -9925546.000000 Penalty: 5599.285156
	Iteration 7F: 3 clusters Score -9925546 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -9928896.000000 Penalty: 5599.285156
	Iteration 8F: 3 clusters Score -9928896 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -9931909.000000 Penalty: 5599.285156
	Iteration 9F: 3 clusters Score -9931909 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -9933855.000000 Penalty: 5599.285156
	Iteration 10Q: 3 clusters Score -9933855 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -9934737.000000 Penalty: 5599.285156
	Iteration 11Q: 3 clusters Score -9934737 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -9935291.000000 Penalty: 5599.285156
	Iteration 12Q: 3 clusters Score -9935291 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -9935658.000000 Penalty: 5599.285156
	Iteration 13Q: 3 clusters Score -9935658 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -9936019.000000 Penalty: 5599.285156
	Iteration 14Q: 3 clusters Score -9936019 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -9936302.000000 Penalty: 5599.285156
	Iteration 15Q: 3 clusters Score -9936302 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -9936530.000000 Penalty: 5599.285156
	Iteration 16Q: 3 clusters Score -9936530 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -9936757.000000 Penalty: 5599.285156
	Iteration 17Q: 3 clusters Score -9936757 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -9937042.000000 Penalty: 5599.285156
	Iteration 18Q: 3 clusters Score -9937042 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -9937334.000000 Penalty: 5599.285156
	Iteration 19Q: 3 clusters Score -9937334 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -9937622.000000 Penalty: 5599.285156
	Iteration 20F: 3 clusters Score -9937622 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -9937945.000000 Penalty: 5599.285156
	Iteration 21Q: 3 clusters Score -9937945 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -9938307.000000 Penalty: 5599.285156
	Iteration 22Q: 3 clusters Score -9938307 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -9938662.000000 Penalty: 5599.285156
	Iteration 23Q: 3 clusters Score -9938662 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -9938962.000000 Penalty: 5599.285156
	Iteration 24Q: 3 clusters Score -9938962 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -9939250.000000 Penalty: 5599.285156
	Iteration 25Q: 3 clusters Score -9939250 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -9939527.000000 Penalty: 5599.285156
	Iteration 26Q: 3 clusters Score -9939527 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -9939839.000000 Penalty: 5599.285156
	Iteration 27Q: 3 clusters Score -9939839 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -9940137.000000 Penalty: 5599.285156
	Iteration 28Q: 3 clusters Score -9940137 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -9940455.000000 Penalty: 5599.285156
	Iteration 29Q: 3 clusters Score -9940455 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -9940717.000000 Penalty: 5599.285156
	Iteration 30Q: 3 clusters Score -9940717 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -9941041.000000 Penalty: 5599.285156
	Iteration 31Q: 3 clusters Score -9941041 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -9941371.000000 Penalty: 5599.285156
	Iteration 32Q: 3 clusters Score -9941371 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -9941611.000000 Penalty: 5599.285156
	Iteration 33Q: 3 clusters Score -9941611 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -9941881.000000 Penalty: 5599.285156
	Iteration 34Q: 3 clusters Score -9941881 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -9942155.000000 Penalty: 5599.285156
	Iteration 35Q: 3 clusters Score -9942155 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -9942424.000000 Penalty: 5599.285156
	Iteration 36Q: 3 clusters Score -9942424 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -9942685.000000 Penalty: 5599.285156
	Iteration 37Q: 3 clusters Score -9942685 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -9942893.000000 Penalty: 5599.285156
	Iteration 38Q: 3 clusters Score -9942893 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -9943104.000000 Penalty: 5599.285156
	Iteration 39Q: 3 clusters Score -9943104 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -9943287.000000 Penalty: 5599.285156
	Iteration 40F: 3 clusters Score -9943287 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -9943401.000000 Penalty: 5599.285156
	Iteration 41Q: 3 clusters Score -9943401 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -9943502.000000 Penalty: 5599.285156
	Iteration 42Q: 3 clusters Score -9943502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -9943583.000000 Penalty: 5599.285156
	Iteration 43Q: 3 clusters Score -9943583 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -9943688.000000 Penalty: 5599.285156
	Iteration 44Q: 3 clusters Score -9943688 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -9943798.000000 Penalty: 5599.285156
	Iteration 45Q: 3 clusters Score -9943798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -9943895.000000 Penalty: 5599.285156
	Iteration 46Q: 3 clusters Score -9943895 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -9943939.000000 Penalty: 5599.285156
	Iteration 47Q: 3 clusters Score -9943939 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9943990.000000 Penalty: 5599.285156
	Iteration 48Q: 3 clusters Score -9943990 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9944040.000000 Penalty: 5599.285156
	Iteration 49Q: 3 clusters Score -9944040 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76635 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9944071.000000 Penalty: 5599.285156
	Iteration 50Q: 3 clusters Score -9944071 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -9944096.000000 Penalty: 5599.285156
	Iteration 51Q: 3 clusters Score -9944096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -9944080.000000 Penalty: 5599.285156
	Iteration 52Q: 3 clusters Score -9944080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9944102.000000 Penalty: 5599.285156
	Iteration 53Q: 3 clusters Score -9944102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9944109.000000 Penalty: 5599.285156
	Iteration 54Q: 3 clusters Score -9944109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9944135.000000 Penalty: 5599.285156
	Iteration 55Q: 3 clusters Score -9944135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9944128.000000 Penalty: 5599.285156
	Iteration 56Q: 3 clusters Score -9944128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9944156.000000 Penalty: 5599.285156
	Iteration 57Q: 3 clusters Score -9944156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9944171.000000 Penalty: 5599.285156
	Iteration 58Q: 3 clusters Score -9944171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9944201.000000 Penalty: 5599.285156
	Iteration 59Q: 3 clusters Score -9944201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9944186.000000 Penalty: 5599.285156
	Iteration 60F: 3 clusters Score -9944186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9944212.000000 Penalty: 5599.285156
	Iteration 61Q: 3 clusters Score -9944212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77391 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9944220.000000 Penalty: 5599.285156
	Iteration 62Q: 3 clusters Score -9944220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9944219.000000 Penalty: 5599.285156
	Iteration 63Q: 3 clusters Score -9944219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77446 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9944211.000000 Penalty: 5599.285156
	Iteration 64Q: 3 clusters Score -9944211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -9944213.000000 Penalty: 5599.285156
	Iteration 65Q: 3 clusters Score -9944213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9944218.000000 Penalty: 5599.285156
	Iteration 66Q: 3 clusters Score -9944218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -9944222.000000 Penalty: 5599.285156
	Iteration 67Q: 3 clusters Score -9944222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -9944214.000000 Penalty: 5599.285156
	Iteration 68Q: 3 clusters Score -9944214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9944220.000000 Penalty: 5599.285156
	Iteration 69Q: 3 clusters Score -9944220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9944220.000000 Penalty: 5599.285156
	Iteration 70Q: 3 clusters Score -9944220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9944219.000000 Penalty: 5599.285156
	Iteration 71Q: 3 clusters Score -9944219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9944220.000000 Penalty: 5599.285156
	Iteration 72Q: 3 clusters Score -9944220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9944212.000000 Penalty: 5599.285156
	Iteration 73Q: 3 clusters Score -9944212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9944212.000000 Penalty: 5599.285156
	Iteration 74F: 3 clusters Score -9944212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (182170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Entering Unmasked Estep 
Score: -22311366.000000 Penalty: 3003.948486
	Iteration 0F: 2 clusters Score -2.231137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -22190430.000000 Penalty: 6007.896973
	Iteration 0F: 3 clusters Score -2.219043e+07 nChanged 87523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -22241668.000000 Penalty: 6007.896973
	Iteration 1F: 3 clusters Score -2.224167e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -22243276.000000 Penalty: 6007.896973
	Iteration 2Q: 3 clusters Score -2.224328e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -22245516.000000 Penalty: 6007.896973
	Iteration 3Q: 3 clusters Score -2.224552e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -22249600.000000 Penalty: 6007.896973
	Iteration 4Q: 3 clusters Score -2.22496e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121603 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -22256886.000000 Penalty: 6007.896973
	Iteration 5F: 3 clusters Score -2.225689e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133994 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -22268194.000000 Penalty: 6007.896973
	Iteration 6F: 3 clusters Score -2.226819e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147108 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -22280484.000000 Penalty: 6007.896973
	Iteration 7F: 3 clusters Score -2.228048e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158536 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -22291162.000000 Penalty: 6007.896973
	Iteration 8F: 3 clusters Score -2.229116e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167133 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -22298544.000000 Penalty: 6007.896973
	Iteration 9Q: 3 clusters Score -2.229854e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -22303164.000000 Penalty: 6007.896973
	Iteration 10Q: 3 clusters Score -2.230316e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -22305624.000000 Penalty: 6007.896973
	Iteration 11Q: 3 clusters Score -2.230562e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178393 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -22307050.000000 Penalty: 6007.896973
	Iteration 12Q: 3 clusters Score -2.230705e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22307736.000000 Penalty: 6007.896973
	Iteration 13Q: 3 clusters Score -2.230774e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180230 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22308124.000000 Penalty: 6007.896973
	Iteration 14Q: 3 clusters Score -2.230812e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180644 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -22308350.000000 Penalty: 6007.896973
	Iteration 15Q: 3 clusters Score -2.230835e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180904 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22308520.000000 Penalty: 6007.896973
	Iteration 16Q: 3 clusters Score -2.230852e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -22308620.000000 Penalty: 6007.896973
	Iteration 17Q: 3 clusters Score -2.230862e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -22308664.000000 Penalty: 6007.896973
	Iteration 18Q: 3 clusters Score -2.230866e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181264 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22308752.000000 Penalty: 6007.896973
	Iteration 19Q: 3 clusters Score -2.230875e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22308756.000000 Penalty: 6007.896973
	Iteration 20F: 3 clusters Score -2.230876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -22308782.000000 Penalty: 6007.896973
	Iteration 21Q: 3 clusters Score -2.230878e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181371 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22308802.000000 Penalty: 6007.896973
	Iteration 22Q: 3 clusters Score -2.23088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181389 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -22308776.000000 Penalty: 6007.896973
	Iteration 23Q: 3 clusters Score -2.230878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181402 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -22308788.000000 Penalty: 6007.896973
	Iteration 24Q: 3 clusters Score -2.230879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181419 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22308842.000000 Penalty: 6007.896973
	Iteration 25Q: 3 clusters Score -2.230884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22308856.000000 Penalty: 6007.896973
	Iteration 26Q: 3 clusters Score -2.230886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181448 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -22308854.000000 Penalty: 6007.896973
	Iteration 27Q: 3 clusters Score -2.230885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181464 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -22308852.000000 Penalty: 6007.896973
	Iteration 28Q: 3 clusters Score -2.230885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181472 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22308862.000000 Penalty: 6007.896973
	Iteration 29Q: 3 clusters Score -2.230886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181482 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -22308878.000000 Penalty: 6007.896973
	Iteration 30Q: 3 clusters Score -2.230888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181491 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -22308888.000000 Penalty: 6007.896973
	Iteration 31Q: 3 clusters Score -2.230889e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181498 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22308884.000000 Penalty: 6007.896973
	Iteration 32Q: 3 clusters Score -2.230888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22308890.000000 Penalty: 6007.896973
	Iteration 33Q: 3 clusters Score -2.230889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181507 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22308874.000000 Penalty: 6007.896973
	Iteration 34Q: 3 clusters Score -2.230887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181506 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22308880.000000 Penalty: 6007.896973
	Iteration 35Q: 3 clusters Score -2.230888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22308884.000000 Penalty: 6007.896973
	Iteration 36Q: 3 clusters Score -2.230888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -22308884.000000 Penalty: 6007.896973
	Iteration 37F: 3 clusters Score -2.230888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Entering Unmasked Estep 
Score: -1369345.875000 Penalty: 2313.969238
	Iteration 0F: 2 clusters Score -1369346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1360881.750000 Penalty: 4627.938477
	Iteration 0F: 3 clusters Score -1360882 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1363589.750000 Penalty: 4627.938477
	Iteration 1F: 3 clusters Score -1363590 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1364043.875000 Penalty: 4627.938477
	Iteration 2F: 3 clusters Score -1364044 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1364488.875000 Penalty: 4627.938477
	Iteration 3F: 3 clusters Score -1364489 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1364949.000000 Penalty: 4627.938477
	Iteration 4F: 3 clusters Score -1364949 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1365459.875000 Penalty: 4627.938477
	Iteration 5F: 3 clusters Score -1365460 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1366023.875000 Penalty: 4627.938477
	Iteration 6F: 3 clusters Score -1366024 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1366540.250000 Penalty: 4627.938477
	Iteration 7F: 3 clusters Score -1366540 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1367009.750000 Penalty: 4627.938477
	Iteration 8Q: 3 clusters Score -1367010 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1367365.375000 Penalty: 4627.938477
	Iteration 9Q: 3 clusters Score -1367365 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1367607.875000 Penalty: 4627.938477
	Iteration 10Q: 3 clusters Score -1367608 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1367768.625000 Penalty: 4627.938477
	Iteration 11Q: 3 clusters Score -1367769 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1367852.375000 Penalty: 4627.938477
	Iteration 12Q: 3 clusters Score -1367852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1367900.000000 Penalty: 4627.938477
	Iteration 13Q: 3 clusters Score -1367900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1367930.625000 Penalty: 4627.938477
	Iteration 14Q: 3 clusters Score -1367931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1367946.625000 Penalty: 4627.938477
	Iteration 15Q: 3 clusters Score -1367947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1367957.250000 Penalty: 4627.938477
	Iteration 16Q: 3 clusters Score -1367957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1367957.125000 Penalty: 4627.938477
	Iteration 17Q: 3 clusters Score -1367957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1367962.875000 Penalty: 4627.938477
	Iteration 18Q: 3 clusters Score -1367963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1367974.000000 Penalty: 4627.938477
	Iteration 19Q: 3 clusters Score -1367974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1367978.500000 Penalty: 4627.938477
	Iteration 20F: 3 clusters Score -1367978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1367980.375000 Penalty: 4627.938477
	Iteration 21Q: 3 clusters Score -1367980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1367990.875000 Penalty: 4627.938477
	Iteration 22Q: 3 clusters Score -1367991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1367987.500000 Penalty: 4627.938477
	Iteration 23Q: 3 clusters Score -1367988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1367993.875000 Penalty: 4627.938477
	Iteration 24Q: 3 clusters Score -1367994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1367992.500000 Penalty: 4627.938477
	Iteration 25Q: 3 clusters Score -1367992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1367994.375000 Penalty: 4627.938477
	Iteration 26Q: 3 clusters Score -1367994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1367995.000000 Penalty: 4627.938477
	Iteration 27Q: 3 clusters Score -1367995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1367996.125000 Penalty: 4627.938477
	Iteration 28Q: 3 clusters Score -1367996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1367997.250000 Penalty: 4627.938477
	Iteration 29Q: 3 clusters Score -1367997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1367997.000000 Penalty: 4627.938477
	Iteration 30Q: 3 clusters Score -1367997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1368003.250000 Penalty: 4627.938477
	Iteration 31Q: 3 clusters Score -1368003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1368002.250000 Penalty: 4627.938477
	Iteration 32Q: 3 clusters Score -1368002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1368001.875000 Penalty: 4627.938477
	Iteration 33Q: 3 clusters Score -1368002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1368003.375000 Penalty: 4627.938477
	Iteration 34Q: 3 clusters Score -1368003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1368005.500000 Penalty: 4627.938477
	Iteration 35Q: 3 clusters Score -1368006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1368003.125000 Penalty: 4627.938477
	Iteration 36Q: 3 clusters Score -1368003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1368000.625000 Penalty: 4627.938477
	Iteration 37Q: 3 clusters Score -1368001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1368000.625000 Penalty: 4627.938477
	Iteration 38F: 3 clusters Score -1368001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Entering Unmasked Estep 
Score: -1137979.500000 Penalty: 2283.518799
	Iteration 0F: 2 clusters Score -1137980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1130350.875000 Penalty: 4567.037598
	Iteration 0F: 3 clusters Score -1130351 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1132742.250000 Penalty: 4567.037598
	Iteration 1F: 3 clusters Score -1132742 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1133186.625000 Penalty: 4567.037598
	Iteration 2F: 3 clusters Score -1133187 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1133505.000000 Penalty: 4567.037598
	Iteration 3F: 3 clusters Score -1133505 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1133740.875000 Penalty: 4567.037598
	Iteration 4Q: 3 clusters Score -1133741 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1133931.375000 Penalty: 4567.037598
	Iteration 5Q: 3 clusters Score -1133931 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1134100.875000 Penalty: 4567.037598
	Iteration 6Q: 3 clusters Score -1134101 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1134249.375000 Penalty: 4567.037598
	Iteration 7Q: 3 clusters Score -1134249 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1134405.000000 Penalty: 4567.037598
	Iteration 8Q: 3 clusters Score -1134405 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1134545.500000 Penalty: 4567.037598
	Iteration 9Q: 3 clusters Score -1134546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1134685.875000 Penalty: 4567.037598
	Iteration 10Q: 3 clusters Score -1134686 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1134823.500000 Penalty: 4567.037598
	Iteration 11Q: 3 clusters Score -1134824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1134943.250000 Penalty: 4567.037598
	Iteration 12Q: 3 clusters Score -1134943 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1135039.250000 Penalty: 4567.037598
	Iteration 13Q: 3 clusters Score -1135039 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1135124.500000 Penalty: 4567.037598
	Iteration 14Q: 3 clusters Score -1135124 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1135205.250000 Penalty: 4567.037598
	Iteration 15Q: 3 clusters Score -1135205 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1135273.375000 Penalty: 4567.037598
	Iteration 16Q: 3 clusters Score -1135273 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1135353.750000 Penalty: 4567.037598
	Iteration 17Q: 3 clusters Score -1135354 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1135434.625000 Penalty: 4567.037598
	Iteration 18Q: 3 clusters Score -1135435 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1135483.000000 Penalty: 4567.037598
	Iteration 19Q: 3 clusters Score -1135483 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1135532.875000 Penalty: 4567.037598
	Iteration 20F: 3 clusters Score -1135533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1135568.250000 Penalty: 4567.037598
	Iteration 21Q: 3 clusters Score -1135568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1135603.125000 Penalty: 4567.037598
	Iteration 22Q: 3 clusters Score -1135603 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1135635.875000 Penalty: 4567.037598
	Iteration 23Q: 3 clusters Score -1135636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1135668.625000 Penalty: 4567.037598
	Iteration 24Q: 3 clusters Score -1135669 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1135713.625000 Penalty: 4567.037598
	Iteration 25Q: 3 clusters Score -1135714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1135751.250000 Penalty: 4567.037598
	Iteration 26Q: 3 clusters Score -1135751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1135789.500000 Penalty: 4567.037598
	Iteration 27Q: 3 clusters Score -1135790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1135814.500000 Penalty: 4567.037598
	Iteration 28Q: 3 clusters Score -1135814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1135841.875000 Penalty: 4567.037598
	Iteration 29Q: 3 clusters Score -1135842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1135868.500000 Penalty: 4567.037598
	Iteration 30Q: 3 clusters Score -1135868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1135896.000000 Penalty: 4567.037598
	Iteration 31Q: 3 clusters Score -1135896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1135917.125000 Penalty: 4567.037598
	Iteration 32Q: 3 clusters Score -1135917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1135939.375000 Penalty: 4567.037598
	Iteration 33Q: 3 clusters Score -1135939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1135953.500000 Penalty: 4567.037598
	Iteration 34Q: 3 clusters Score -1135954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1135968.625000 Penalty: 4567.037598
	Iteration 35Q: 3 clusters Score -1135969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1135977.500000 Penalty: 4567.037598
	Iteration 36Q: 3 clusters Score -1135978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1135981.125000 Penalty: 4567.037598
	Iteration 37Q: 3 clusters Score -1135981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1135992.625000 Penalty: 4567.037598
	Iteration 38Q: 3 clusters Score -1135993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1136001.750000 Penalty: 4567.037598
	Iteration 39Q: 3 clusters Score -1136002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1136012.625000 Penalty: 4567.037598
	Iteration 40F: 3 clusters Score -1136013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1136013.875000 Penalty: 4567.037598
	Iteration 41Q: 3 clusters Score -1136014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1136026.500000 Penalty: 4567.037598
	Iteration 42Q: 3 clusters Score -1136026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1136036.375000 Penalty: 4567.037598
	Iteration 43Q: 3 clusters Score -1136036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1136053.000000 Penalty: 4567.037598
	Iteration 44Q: 3 clusters Score -1136053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1136071.500000 Penalty: 4567.037598
	Iteration 45Q: 3 clusters Score -1136072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1136092.500000 Penalty: 4567.037598
	Iteration 46Q: 3 clusters Score -1136092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1136108.000000 Penalty: 4567.037598
	Iteration 47Q: 3 clusters Score -1136108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1136122.250000 Penalty: 4567.037598
	Iteration 48Q: 3 clusters Score -1136122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1136138.250000 Penalty: 4567.037598
	Iteration 49Q: 3 clusters Score -1136138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1136153.000000 Penalty: 4567.037598
	Iteration 50Q: 3 clusters Score -1136153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1136170.125000 Penalty: 4567.037598
	Iteration 51Q: 3 clusters Score -1136170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1136191.750000 Penalty: 4567.037598
	Iteration 52Q: 3 clusters Score -1136192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1136207.750000 Penalty: 4567.037598
	Iteration 53Q: 3 clusters Score -1136208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1136224.750000 Penalty: 4567.037598
	Iteration 54Q: 3 clusters Score -1136225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1136240.250000 Penalty: 4567.037598
	Iteration 55Q: 3 clusters Score -1136240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1136257.375000 Penalty: 4567.037598
	Iteration 56Q: 3 clusters Score -1136257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1136269.625000 Penalty: 4567.037598
	Iteration 57Q: 3 clusters Score -1136270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1136287.625000 Penalty: 4567.037598
	Iteration 58Q: 3 clusters Score -1136288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1136303.250000 Penalty: 4567.037598
	Iteration 59Q: 3 clusters Score -1136303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1136318.125000 Penalty: 4567.037598
	Iteration 60F: 3 clusters Score -1136318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1136328.625000 Penalty: 4567.037598
	Iteration 61Q: 3 clusters Score -1136329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1136346.375000 Penalty: 4567.037598
	Iteration 62Q: 3 clusters Score -1136346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1136361.250000 Penalty: 4567.037598
	Iteration 63Q: 3 clusters Score -1136361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1136368.625000 Penalty: 4567.037598
	Iteration 64Q: 3 clusters Score -1136369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1136379.375000 Penalty: 4567.037598
	Iteration 65Q: 3 clusters Score -1136379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1136390.625000 Penalty: 4567.037598
	Iteration 66Q: 3 clusters Score -1136391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1136397.875000 Penalty: 4567.037598
	Iteration 67Q: 3 clusters Score -1136398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1136401.625000 Penalty: 4567.037598
	Iteration 68Q: 3 clusters Score -1136402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1136405.250000 Penalty: 4567.037598
	Iteration 69Q: 3 clusters Score -1136405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1136410.750000 Penalty: 4567.037598
	Iteration 70Q: 3 clusters Score -1136411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1136413.625000 Penalty: 4567.037598
	Iteration 71Q: 3 clusters Score -1136414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1136413.750000 Penalty: 4567.037598
	Iteration 72Q: 3 clusters Score -1136414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1136414.000000 Penalty: 4567.037598
	Iteration 73Q: 3 clusters Score -1136414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1136414.125000 Penalty: 4567.037598
	Iteration 74Q: 3 clusters Score -1136414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1136415.625000 Penalty: 4567.037598
	Iteration 75Q: 3 clusters Score -1136416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1136416.625000 Penalty: 4567.037598
	Iteration 76Q: 3 clusters Score -1136417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1136417.375000 Penalty: 4567.037598
	Iteration 77Q: 3 clusters Score -1136417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1136419.750000 Penalty: 4567.037598
	Iteration 78Q: 3 clusters Score -1136420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1136425.500000 Penalty: 4567.037598
	Iteration 79Q: 3 clusters Score -1136426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1136428.625000 Penalty: 4567.037598
	Iteration 80F: 3 clusters Score -1136429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1136428.125000 Penalty: 4567.037598
	Iteration 81Q: 3 clusters Score -1136428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1136434.000000 Penalty: 4567.037598
	Iteration 82Q: 3 clusters Score -1136434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1136437.875000 Penalty: 4567.037598
	Iteration 83Q: 3 clusters Score -1136438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1136448.375000 Penalty: 4567.037598
	Iteration 84Q: 3 clusters Score -1136448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1136450.625000 Penalty: 4567.037598
	Iteration 85Q: 3 clusters Score -1136451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1136458.625000 Penalty: 4567.037598
	Iteration 86Q: 3 clusters Score -1136459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1136462.375000 Penalty: 4567.037598
	Iteration 87Q: 3 clusters Score -1136462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1136465.125000 Penalty: 4567.037598
	Iteration 88Q: 3 clusters Score -1136465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1136472.125000 Penalty: 4567.037598
	Iteration 89Q: 3 clusters Score -1136472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1136475.875000 Penalty: 4567.037598
	Iteration 90Q: 3 clusters Score -1136476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1136481.625000 Penalty: 4567.037598
	Iteration 91Q: 3 clusters Score -1136482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1136485.875000 Penalty: 4567.037598
	Iteration 92Q: 3 clusters Score -1136486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1136489.375000 Penalty: 4567.037598
	Iteration 93Q: 3 clusters Score -1136489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1136492.750000 Penalty: 4567.037598
	Iteration 94Q: 3 clusters Score -1136493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1136493.125000 Penalty: 4567.037598
	Iteration 95Q: 3 clusters Score -1136493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1136492.750000 Penalty: 4567.037598
	Iteration 96Q: 3 clusters Score -1136493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1136494.750000 Penalty: 4567.037598
	Iteration 97Q: 3 clusters Score -1136495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1136495.500000 Penalty: 4567.037598
	Iteration 98Q: 3 clusters Score -1136496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1136495.500000 Penalty: 4567.037598
	Iteration 99F: 3 clusters Score -1136496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141427.703125 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139301.609375 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139301.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139739.843750 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139739.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139982.640625 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -139982.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140274.078125 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -140274.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140436.265625 Penalty: 3543.625977
	Iteration 4F: 3 clusters Score -140436.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140514.046875 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -140514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140552.156250 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -140552.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -140576.953125 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -140577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140592.625000 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -140592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -140603.453125 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -140603.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -140611.718750 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -140611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140619.437500 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -140619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140622.421875 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -140622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -140626.890625 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -140626.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -140632.500000 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -140632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -140642.203125 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -140642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -140657.609375 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -140657.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140677.828125 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -140677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140701.437500 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -140701.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140746.984375 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -140747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140853.625000 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -140853.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -141011.015625 Penalty: 3543.625977
	Iteration 21Q: 3 clusters Score -141011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141241.718750 Penalty: 3543.625977
	Iteration 22Q: 3 clusters Score -141241.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -141325.609375 Penalty: 3543.625977
	Iteration 23Q: 3 clusters Score -141325.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141363.140625 Penalty: 3543.625977
	Iteration 24Q: 3 clusters Score -141363.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141411.890625 Penalty: 3543.625977
	Iteration 25Q: 3 clusters Score -141411.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141487.968750 Penalty: 3543.625977
	Iteration 26Q: 3 clusters Score -141488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141560.328125 Penalty: 3543.625977
	Iteration 27Q: 3 clusters Score -141560.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -141649.828125 Penalty: 3543.625977
	Iteration 28Q: 3 clusters Score -141649.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -141738.546875 Penalty: 3543.625977
	Iteration 29Q: 3 clusters Score -141738.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -141916.828125 Penalty: 3543.625977
	Iteration 30Q: 3 clusters Score -141916.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -142171.578125 Penalty: 3543.625977
	Iteration 31Q: 3 clusters Score -142171.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142327.875000 Penalty: 3543.625977
	Iteration 32Q: 3 clusters Score -142327.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -142382.734375 Penalty: 3543.625977
	Iteration 33Q: 3 clusters Score -142382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -142386.109375 Penalty: 3543.625977
	Iteration 34Q: 3 clusters Score -142386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142386.656250 Penalty: 3543.625977
	Iteration 35Q: 3 clusters Score -142386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142386.656250 Penalty: 3543.625977
	Iteration 36F: 3 clusters Score -142386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92384 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 84316 members 
Mstep: Class 5 contains 77448 members 
Mstep: Class 6 contains 26136 members 
Mstep: Class 7 contains 157037 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186676 members 
Mstep: Class 13 contains 67606 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 155116 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 162485 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53151 members 
Mstep: Class 23 contains 79928 members 
Mstep: Class 24 contains 182170 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 9974 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 14756 members 
Mstep: Class 29 contains 713 members 
Entering Unmasked Estep 
Score: -194720496.000000 Penalty: 102794.593750
Splitting cluster 27 changes total score from -194721168.000000 to -194720496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (14756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Entering Unmasked Estep 
Score: -1786196.750000 Penalty: 2380.652588
	Iteration 0F: 2 clusters Score -1786197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1775468.500000 Penalty: 4761.305176
	Iteration 0F: 3 clusters Score -1775468 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1778836.000000 Penalty: 4761.305176
	Iteration 1F: 3 clusters Score -1778836 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1779262.250000 Penalty: 4761.305176
	Iteration 2F: 3 clusters Score -1779262 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1779652.750000 Penalty: 4761.305176
	Iteration 3F: 3 clusters Score -1779653 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1779990.875000 Penalty: 4761.305176
	Iteration 4Q: 3 clusters Score -1779991 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1780330.625000 Penalty: 4761.305176
	Iteration 5Q: 3 clusters Score -1780331 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1780685.375000 Penalty: 4761.305176
	Iteration 6Q: 3 clusters Score -1780685 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1781067.875000 Penalty: 4761.305176
	Iteration 7Q: 3 clusters Score -1781068 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1781448.625000 Penalty: 4761.305176
	Iteration 8Q: 3 clusters Score -1781449 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1781830.375000 Penalty: 4761.305176
	Iteration 9Q: 3 clusters Score -1781830 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1782164.625000 Penalty: 4761.305176
	Iteration 10Q: 3 clusters Score -1782165 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1782420.875000 Penalty: 4761.305176
	Iteration 11Q: 3 clusters Score -1782421 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1782578.750000 Penalty: 4761.305176
	Iteration 12Q: 3 clusters Score -1782579 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1782691.125000 Penalty: 4761.305176
	Iteration 13Q: 3 clusters Score -1782691 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1782765.000000 Penalty: 4761.305176
	Iteration 14Q: 3 clusters Score -1782765 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1782818.875000 Penalty: 4761.305176
	Iteration 15Q: 3 clusters Score -1782819 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1782871.750000 Penalty: 4761.305176
	Iteration 16Q: 3 clusters Score -1782872 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1782907.125000 Penalty: 4761.305176
	Iteration 17Q: 3 clusters Score -1782907 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1782953.875000 Penalty: 4761.305176
	Iteration 18Q: 3 clusters Score -1782954 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1782994.500000 Penalty: 4761.305176
	Iteration 19Q: 3 clusters Score -1782994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1783050.750000 Penalty: 4761.305176
	Iteration 20F: 3 clusters Score -1783051 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1783113.375000 Penalty: 4761.305176
	Iteration 21Q: 3 clusters Score -1783113 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1783182.875000 Penalty: 4761.305176
	Iteration 22Q: 3 clusters Score -1783183 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1783229.125000 Penalty: 4761.305176
	Iteration 23Q: 3 clusters Score -1783229 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1783276.500000 Penalty: 4761.305176
	Iteration 24Q: 3 clusters Score -1783276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1783320.125000 Penalty: 4761.305176
	Iteration 25Q: 3 clusters Score -1783320 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1783360.250000 Penalty: 4761.305176
	Iteration 26Q: 3 clusters Score -1783360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1783400.875000 Penalty: 4761.305176
	Iteration 27Q: 3 clusters Score -1783401 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1783437.125000 Penalty: 4761.305176
	Iteration 28Q: 3 clusters Score -1783437 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1783470.000000 Penalty: 4761.305176
	Iteration 29Q: 3 clusters Score -1783470 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1783498.750000 Penalty: 4761.305176
	Iteration 30Q: 3 clusters Score -1783499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1783518.250000 Penalty: 4761.305176
	Iteration 31Q: 3 clusters Score -1783518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1783542.375000 Penalty: 4761.305176
	Iteration 32Q: 3 clusters Score -1783542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1783570.000000 Penalty: 4761.305176
	Iteration 33Q: 3 clusters Score -1783570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1783587.375000 Penalty: 4761.305176
	Iteration 34Q: 3 clusters Score -1783587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1783604.125000 Penalty: 4761.305176
	Iteration 35Q: 3 clusters Score -1783604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1783622.625000 Penalty: 4761.305176
	Iteration 36Q: 3 clusters Score -1783623 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1783633.375000 Penalty: 4761.305176
	Iteration 37Q: 3 clusters Score -1783633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1783640.125000 Penalty: 4761.305176
	Iteration 38Q: 3 clusters Score -1783640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1783644.875000 Penalty: 4761.305176
	Iteration 39Q: 3 clusters Score -1783645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1783660.625000 Penalty: 4761.305176
	Iteration 40F: 3 clusters Score -1783661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1783666.625000 Penalty: 4761.305176
	Iteration 41Q: 3 clusters Score -1783667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1783671.250000 Penalty: 4761.305176
	Iteration 42Q: 3 clusters Score -1783671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1783677.375000 Penalty: 4761.305176
	Iteration 43Q: 3 clusters Score -1783677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1783682.500000 Penalty: 4761.305176
	Iteration 44Q: 3 clusters Score -1783682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1783686.500000 Penalty: 4761.305176
	Iteration 45Q: 3 clusters Score -1783686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1783692.125000 Penalty: 4761.305176
	Iteration 46Q: 3 clusters Score -1783692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1783695.625000 Penalty: 4761.305176
	Iteration 47Q: 3 clusters Score -1783696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1783700.125000 Penalty: 4761.305176
	Iteration 48Q: 3 clusters Score -1783700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1783711.875000 Penalty: 4761.305176
	Iteration 49Q: 3 clusters Score -1783712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1783719.375000 Penalty: 4761.305176
	Iteration 50Q: 3 clusters Score -1783719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1783726.000000 Penalty: 4761.305176
	Iteration 51Q: 3 clusters Score -1783726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1783731.500000 Penalty: 4761.305176
	Iteration 52Q: 3 clusters Score -1783732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1783738.375000 Penalty: 4761.305176
	Iteration 53Q: 3 clusters Score -1783738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1783742.625000 Penalty: 4761.305176
	Iteration 54Q: 3 clusters Score -1783743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1783755.125000 Penalty: 4761.305176
	Iteration 55Q: 3 clusters Score -1783755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1783756.875000 Penalty: 4761.305176
	Iteration 56Q: 3 clusters Score -1783757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1783769.625000 Penalty: 4761.305176
	Iteration 57Q: 3 clusters Score -1783770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1783771.250000 Penalty: 4761.305176
	Iteration 58Q: 3 clusters Score -1783771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1783782.000000 Penalty: 4761.305176
	Iteration 59Q: 3 clusters Score -1783782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1783789.125000 Penalty: 4761.305176
	Iteration 60F: 3 clusters Score -1783789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1783791.875000 Penalty: 4761.305176
	Iteration 61Q: 3 clusters Score -1783792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1783795.625000 Penalty: 4761.305176
	Iteration 62Q: 3 clusters Score -1783796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1783797.000000 Penalty: 4761.305176
	Iteration 63Q: 3 clusters Score -1783797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1783796.625000 Penalty: 4761.305176
	Iteration 64Q: 3 clusters Score -1783797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1783798.625000 Penalty: 4761.305176
	Iteration 65Q: 3 clusters Score -1783799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1783800.875000 Penalty: 4761.305176
	Iteration 66Q: 3 clusters Score -1783801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1783802.375000 Penalty: 4761.305176
	Iteration 67Q: 3 clusters Score -1783802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1783804.125000 Penalty: 4761.305176
	Iteration 68Q: 3 clusters Score -1783804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1783804.500000 Penalty: 4761.305176
	Iteration 69Q: 3 clusters Score -1783804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1783804.375000 Penalty: 4761.305176
	Iteration 70Q: 3 clusters Score -1783804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1783805.375000 Penalty: 4761.305176
	Iteration 71Q: 3 clusters Score -1783805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1783810.375000 Penalty: 4761.305176
	Iteration 72Q: 3 clusters Score -1783810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1783806.750000 Penalty: 4761.305176
	Iteration 73Q: 3 clusters Score -1783807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1783809.500000 Penalty: 4761.305176
	Iteration 74Q: 3 clusters Score -1783810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1783809.500000 Penalty: 4761.305176
	Iteration 75Q: 3 clusters Score -1783810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1783807.625000 Penalty: 4761.305176
	Iteration 76Q: 3 clusters Score -1783808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1783809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1783808.875000 Penalty: 4761.305176
	Iteration 78F: 3 clusters Score -1783809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 92384 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 84316 members 
Mstep: Class 5 contains 77448 members 
Mstep: Class 6 contains 26136 members 
Mstep: Class 7 contains 157037 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 928 members 
Mstep: Class 12 contains 186676 members 
Mstep: Class 13 contains 67606 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 155116 members 
Mstep: Class 19 contains 175038 members 
Mstep: Class 20 contains 162485 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53151 members 
Mstep: Class 23 contains 79928 members 
Mstep: Class 24 contains 182170 members 
Mstep: Class 25 contains 11277 members 
Mstep: Class 26 contains 9974 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 29 clusters Score -1.947212e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92320 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 84189 members 
Mstep: Class 5 contains 77457 members 
Mstep: Class 6 contains 26156 members 
Mstep: Class 7 contains 157010 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 186719 members 
Mstep: Class 13 contains 67584 members 
Mstep: Class 14 contains 45560 members 
Mstep: Class 15 contains 4498 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 155232 members 
Mstep: Class 19 contains 175130 members 
Mstep: Class 20 contains 162351 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53121 members 
Mstep: Class 23 contains 79879 members 
Mstep: Class 24 contains 182291 members 
Mstep: Class 25 contains 11270 members 
Mstep: Class 26 contains 9965 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 14853 members 
Entering Unmasked Estep 
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Iteration 320F: 29 clusters Score -1.947213e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92262 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 84054 members 
Mstep: Class 5 contains 77478 members 
Mstep: Class 6 contains 26176 members 
Mstep: Class 7 contains 156973 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 186792 members 
Mstep: Class 13 contains 67558 members 
Mstep: Class 14 contains 45522 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 155343 members 
Mstep: Class 19 contains 175262 members 
Mstep: Class 20 contains 162190 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53076 members 
Mstep: Class 23 contains 79814 members 
Mstep: Class 24 contains 182419 members 
Mstep: Class 25 contains 11264 members 
Mstep: Class 26 contains 9959 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 14944 members 
Entering Unmasked Estep 
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Iteration 321Q: 29 clusters Score -1.947212e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 92182 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 83908 members 
Mstep: Class 5 contains 77492 members 
Mstep: Class 6 contains 26191 members 
Mstep: Class 7 contains 156947 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 186877 members 
Mstep: Class 13 contains 67533 members 
Mstep: Class 14 contains 45473 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 155431 members 
Mstep: Class 19 contains 175395 members 
Mstep: Class 20 contains 162075 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 53028 members 
Mstep: Class 23 contains 79771 members 
Mstep: Class 24 contains 182533 members 
Mstep: Class 25 contains 11253 members 
Mstep: Class 26 contains 9947 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15038 members 
Entering Unmasked Estep 
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Iteration 322Q: 29 clusters Score -1.947215e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 92117 members 
Mstep: Class 3 contains 7892 members 
Mstep: Class 4 contains 83779 members 
Mstep: Class 5 contains 77509 members 
Mstep: Class 6 contains 26201 members 
Mstep: Class 7 contains 156891 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 186962 members 
Mstep: Class 13 contains 67502 members 
Mstep: Class 14 contains 45413 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 155542 members 
Mstep: Class 19 contains 175532 members 
Mstep: Class 20 contains 161950 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52984 members 
Mstep: Class 23 contains 79720 members 
Mstep: Class 24 contains 182614 members 
Mstep: Class 25 contains 11245 members 
Mstep: Class 26 contains 9950 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15135 members 
Entering Unmasked Estep 
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Iteration 323Q: 29 clusters Score -1.947214e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 92059 members 
Mstep: Class 3 contains 7906 members 
Mstep: Class 4 contains 83646 members 
Mstep: Class 5 contains 77534 members 
Mstep: Class 6 contains 26220 members 
Mstep: Class 7 contains 156862 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 187024 members 
Mstep: Class 13 contains 67462 members 
Mstep: Class 14 contains 45366 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 155673 members 
Mstep: Class 19 contains 175704 members 
Mstep: Class 20 contains 161797 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52949 members 
Mstep: Class 23 contains 79660 members 
Mstep: Class 24 contains 182647 members 
Mstep: Class 25 contains 11235 members 
Mstep: Class 26 contains 9951 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15256 members 
Entering Unmasked Estep 
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Iteration 324Q: 29 clusters Score -1.947212e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 91978 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 4 contains 83519 members 
Mstep: Class 5 contains 77550 members 
Mstep: Class 6 contains 26240 members 
Mstep: Class 7 contains 156845 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 929 members 
Mstep: Class 12 contains 187107 members 
Mstep: Class 13 contains 67446 members 
Mstep: Class 14 contains 45324 members 
Mstep: Class 15 contains 4455 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 155770 members 
Mstep: Class 19 contains 175813 members 
Mstep: Class 20 contains 161722 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52916 members 
Mstep: Class 23 contains 79619 members 
Mstep: Class 24 contains 182662 members 
Mstep: Class 25 contains 11233 members 
Mstep: Class 26 contains 9938 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15363 members 
Entering Unmasked Estep 
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Iteration 325Q: 29 clusters Score -1.947212e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 91882 members 
Mstep: Class 3 contains 7930 members 
Mstep: Class 4 contains 83398 members 
Mstep: Class 5 contains 77549 members 
Mstep: Class 6 contains 26251 members 
Mstep: Class 7 contains 156866 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 930 members 
Mstep: Class 12 contains 187163 members 
Mstep: Class 13 contains 67427 members 
Mstep: Class 14 contains 45294 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 155840 members 
Mstep: Class 19 contains 175921 members 
Mstep: Class 20 contains 161667 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52888 members 
Mstep: Class 23 contains 79572 members 
Mstep: Class 24 contains 182671 members 
Mstep: Class 25 contains 11228 members 
Mstep: Class 26 contains 9932 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15488 members 
Entering Unmasked Estep 
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Iteration 326Q: 29 clusters Score -1.94721e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 91785 members 
Mstep: Class 3 contains 7940 members 
Mstep: Class 4 contains 83260 members 
Mstep: Class 5 contains 77533 members 
Mstep: Class 6 contains 26257 members 
Mstep: Class 7 contains 156910 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 187254 members 
Mstep: Class 13 contains 67406 members 
Mstep: Class 14 contains 45268 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 155889 members 
Mstep: Class 19 contains 176024 members 
Mstep: Class 20 contains 161589 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52871 members 
Mstep: Class 23 contains 79531 members 
Mstep: Class 24 contains 182672 members 
Mstep: Class 25 contains 11227 members 
Mstep: Class 26 contains 9939 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15620 members 
Entering Unmasked Estep 
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Iteration 327Q: 29 clusters Score -1.947209e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 91710 members 
Mstep: Class 3 contains 7954 members 
Mstep: Class 4 contains 83108 members 
Mstep: Class 5 contains 77529 members 
Mstep: Class 6 contains 26252 members 
Mstep: Class 7 contains 156955 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 187342 members 
Mstep: Class 13 contains 67379 members 
Mstep: Class 14 contains 45236 members 
Mstep: Class 15 contains 4429 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 155948 members 
Mstep: Class 19 contains 176124 members 
Mstep: Class 20 contains 161513 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52840 members 
Mstep: Class 23 contains 79474 members 
Mstep: Class 24 contains 182682 members 
Mstep: Class 25 contains 11225 members 
Mstep: Class 26 contains 9940 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15774 members 
Entering Unmasked Estep 
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Iteration 328Q: 29 clusters Score -1.947216e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 91630 members 
Mstep: Class 3 contains 7963 members 
Mstep: Class 4 contains 82983 members 
Mstep: Class 5 contains 77527 members 
Mstep: Class 6 contains 26254 members 
Mstep: Class 7 contains 156959 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 931 members 
Mstep: Class 12 contains 187450 members 
Mstep: Class 13 contains 67348 members 
Mstep: Class 14 contains 45184 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 156054 members 
Mstep: Class 19 contains 176202 members 
Mstep: Class 20 contains 161476 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52812 members 
Mstep: Class 23 contains 79420 members 
Mstep: Class 24 contains 182663 members 
Mstep: Class 25 contains 11225 members 
Mstep: Class 26 contains 9932 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 15912 members 
Entering Unmasked Estep 
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Iteration 329Q: 29 clusters Score -1.947215e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 91549 members 
Mstep: Class 3 contains 7971 members 
Mstep: Class 4 contains 82875 members 
Mstep: Class 5 contains 77523 members 
Mstep: Class 6 contains 26262 members 
Mstep: Class 7 contains 156954 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 187580 members 
Mstep: Class 13 contains 67312 members 
Mstep: Class 14 contains 45144 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 156176 members 
Mstep: Class 19 contains 176345 members 
Mstep: Class 20 contains 161375 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52779 members 
Mstep: Class 23 contains 79374 members 
Mstep: Class 24 contains 182600 members 
Mstep: Class 25 contains 11217 members 
Mstep: Class 26 contains 9918 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16048 members 
Entering Unmasked Estep 
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Iteration 330Q: 29 clusters Score -1.947219e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 91461 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 82760 members 
Mstep: Class 5 contains 77520 members 
Mstep: Class 6 contains 26265 members 
Mstep: Class 7 contains 156951 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 187713 members 
Mstep: Class 13 contains 67261 members 
Mstep: Class 14 contains 45105 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 156338 members 
Mstep: Class 19 contains 176526 members 
Mstep: Class 20 contains 161249 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52734 members 
Mstep: Class 23 contains 79322 members 
Mstep: Class 24 contains 182523 members 
Mstep: Class 25 contains 11207 members 
Mstep: Class 26 contains 9907 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16179 members 
Entering Unmasked Estep 
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Iteration 331Q: 29 clusters Score -1.947217e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 91374 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 82619 members 
Mstep: Class 5 contains 77520 members 
Mstep: Class 6 contains 26282 members 
Mstep: Class 7 contains 156918 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2546 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 187840 members 
Mstep: Class 13 contains 67216 members 
Mstep: Class 14 contains 45061 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 156551 members 
Mstep: Class 19 contains 176725 members 
Mstep: Class 20 contains 161130 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52710 members 
Mstep: Class 23 contains 79267 members 
Mstep: Class 24 contains 182393 members 
Mstep: Class 25 contains 11200 members 
Mstep: Class 26 contains 9898 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16321 members 
Entering Unmasked Estep 
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Iteration 332Q: 29 clusters Score -1.94722e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 91277 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 82474 members 
Mstep: Class 5 contains 77529 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 156931 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 187968 members 
Mstep: Class 13 contains 67173 members 
Mstep: Class 14 contains 45014 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 156785 members 
Mstep: Class 19 contains 176898 members 
Mstep: Class 20 contains 160978 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52681 members 
Mstep: Class 23 contains 79236 members 
Mstep: Class 24 contains 182265 members 
Mstep: Class 25 contains 11195 members 
Mstep: Class 26 contains 9881 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16456 members 
Entering Unmasked Estep 
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Iteration 333Q: 29 clusters Score -1.947217e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 91177 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 82342 members 
Mstep: Class 5 contains 77526 members 
Mstep: Class 6 contains 26288 members 
Mstep: Class 7 contains 156904 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188133 members 
Mstep: Class 13 contains 67140 members 
Mstep: Class 14 contains 44979 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 156965 members 
Mstep: Class 19 contains 177053 members 
Mstep: Class 20 contains 160884 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52656 members 
Mstep: Class 23 contains 79182 members 
Mstep: Class 24 contains 182144 members 
Mstep: Class 25 contains 11192 members 
Mstep: Class 26 contains 9865 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16588 members 
Entering Unmasked Estep 
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Iteration 334Q: 29 clusters Score -1.947217e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 91095 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 82211 members 
Mstep: Class 5 contains 77528 members 
Mstep: Class 6 contains 26296 members 
Mstep: Class 7 contains 156910 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188267 members 
Mstep: Class 13 contains 67099 members 
Mstep: Class 14 contains 44942 members 
Mstep: Class 15 contains 4358 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 157178 members 
Mstep: Class 19 contains 177209 members 
Mstep: Class 20 contains 160751 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52620 members 
Mstep: Class 23 contains 79117 members 
Mstep: Class 24 contains 182022 members 
Mstep: Class 25 contains 11188 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16719 members 
Entering Unmasked Estep 
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Iteration 335Q: 29 clusters Score -1.947211e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 90993 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 82097 members 
Mstep: Class 5 contains 77520 members 
Mstep: Class 6 contains 26304 members 
Mstep: Class 7 contains 156920 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188435 members 
Mstep: Class 13 contains 67051 members 
Mstep: Class 14 contains 44897 members 
Mstep: Class 15 contains 4350 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 157344 members 
Mstep: Class 19 contains 177349 members 
Mstep: Class 20 contains 160660 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52578 members 
Mstep: Class 23 contains 79057 members 
Mstep: Class 24 contains 181915 members 
Mstep: Class 25 contains 11182 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16857 members 
Entering Unmasked Estep 
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Iteration 336Q: 29 clusters Score -1.947214e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 90897 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 81981 members 
Mstep: Class 5 contains 77506 members 
Mstep: Class 6 contains 26305 members 
Mstep: Class 7 contains 156964 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188593 members 
Mstep: Class 13 contains 67023 members 
Mstep: Class 14 contains 44851 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 157454 members 
Mstep: Class 19 contains 177508 members 
Mstep: Class 20 contains 160569 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52553 members 
Mstep: Class 23 contains 78996 members 
Mstep: Class 24 contains 181805 members 
Mstep: Class 25 contains 11179 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 16979 members 
Entering Unmasked Estep 
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Iteration 337Q: 29 clusters Score -1.947207e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 90787 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 4 contains 81890 members 
Mstep: Class 5 contains 77497 members 
Mstep: Class 6 contains 26302 members 
Mstep: Class 7 contains 157004 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188732 members 
Mstep: Class 13 contains 66997 members 
Mstep: Class 14 contains 44800 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 157615 members 
Mstep: Class 19 contains 177665 members 
Mstep: Class 20 contains 160455 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52515 members 
Mstep: Class 23 contains 78935 members 
Mstep: Class 24 contains 181705 members 
Mstep: Class 25 contains 11178 members 
Mstep: Class 26 contains 9842 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17104 members 
Entering Unmasked Estep 
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Iteration 338Q: 29 clusters Score -1.947206e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 90676 members 
Mstep: Class 3 contains 8069 members 
Mstep: Class 4 contains 81803 members 
Mstep: Class 5 contains 77480 members 
Mstep: Class 6 contains 26291 members 
Mstep: Class 7 contains 157029 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2553 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188895 members 
Mstep: Class 13 contains 66970 members 
Mstep: Class 14 contains 44765 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 157803 members 
Mstep: Class 19 contains 177808 members 
Mstep: Class 20 contains 160320 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52493 members 
Mstep: Class 23 contains 78891 members 
Mstep: Class 24 contains 181589 members 
Mstep: Class 25 contains 11172 members 
Mstep: Class 26 contains 9826 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720144.000000 Penalty: 99249.953125
Iteration 339Q: 29 clusters Score -1.947201e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 90585 members 
Mstep: Class 3 contains 8074 members 
Mstep: Class 4 contains 81712 members 
Mstep: Class 5 contains 77485 members 
Mstep: Class 6 contains 26284 members 
Mstep: Class 7 contains 157044 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 188969 members 
Mstep: Class 13 contains 66947 members 
Mstep: Class 14 contains 44729 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 157987 members 
Mstep: Class 19 contains 177958 members 
Mstep: Class 20 contains 160224 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52465 members 
Mstep: Class 23 contains 78849 members 
Mstep: Class 24 contains 181458 members 
Mstep: Class 25 contains 11165 members 
Mstep: Class 26 contains 9824 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720032.000000 Penalty: 99249.953125
Iteration 340F: 29 clusters Score -1.9472e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 90485 members 
Mstep: Class 3 contains 8079 members 
Mstep: Class 4 contains 81608 members 
Mstep: Class 5 contains 77494 members 
Mstep: Class 6 contains 26293 members 
Mstep: Class 7 contains 157084 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189044 members 
Mstep: Class 13 contains 66919 members 
Mstep: Class 14 contains 44687 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 158152 members 
Mstep: Class 19 contains 178112 members 
Mstep: Class 20 contains 160136 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52431 members 
Mstep: Class 23 contains 78792 members 
Mstep: Class 24 contains 181339 members 
Mstep: Class 25 contains 11165 members 
Mstep: Class 26 contains 9815 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720128.000000 Penalty: 99249.953125
Iteration 341Q: 29 clusters Score -1.947201e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 90391 members 
Mstep: Class 3 contains 8081 members 
Mstep: Class 4 contains 81521 members 
Mstep: Class 5 contains 77503 members 
Mstep: Class 6 contains 26306 members 
Mstep: Class 7 contains 157152 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189144 members 
Mstep: Class 13 contains 66903 members 
Mstep: Class 14 contains 44636 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 158277 members 
Mstep: Class 19 contains 178292 members 
Mstep: Class 20 contains 159998 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52402 members 
Mstep: Class 23 contains 78737 members 
Mstep: Class 24 contains 181225 members 
Mstep: Class 25 contains 11163 members 
Mstep: Class 26 contains 9811 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720576.000000 Penalty: 99249.953125
Iteration 342Q: 29 clusters Score -1.947206e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 90299 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 81414 members 
Mstep: Class 5 contains 77515 members 
Mstep: Class 6 contains 26320 members 
Mstep: Class 7 contains 157200 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189226 members 
Mstep: Class 13 contains 66866 members 
Mstep: Class 14 contains 44590 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 158401 members 
Mstep: Class 19 contains 178500 members 
Mstep: Class 20 contains 159901 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52369 members 
Mstep: Class 23 contains 78675 members 
Mstep: Class 24 contains 181113 members 
Mstep: Class 25 contains 11161 members 
Mstep: Class 26 contains 9807 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720768.000000 Penalty: 99249.953125
Iteration 343Q: 29 clusters Score -1.947208e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 90182 members 
Mstep: Class 3 contains 8087 members 
Mstep: Class 4 contains 81304 members 
Mstep: Class 5 contains 77520 members 
Mstep: Class 6 contains 26351 members 
Mstep: Class 7 contains 157248 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189321 members 
Mstep: Class 13 contains 66829 members 
Mstep: Class 14 contains 44540 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 158501 members 
Mstep: Class 19 contains 178693 members 
Mstep: Class 20 contains 159831 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52335 members 
Mstep: Class 23 contains 78609 members 
Mstep: Class 24 contains 181023 members 
Mstep: Class 25 contains 11160 members 
Mstep: Class 26 contains 9803 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720400.000000 Penalty: 99249.953125
Iteration 344Q: 29 clusters Score -1.947204e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 90071 members 
Mstep: Class 3 contains 8089 members 
Mstep: Class 4 contains 81194 members 
Mstep: Class 5 contains 77513 members 
Mstep: Class 6 contains 26375 members 
Mstep: Class 7 contains 157265 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189434 members 
Mstep: Class 13 contains 66793 members 
Mstep: Class 14 contains 44482 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 158676 members 
Mstep: Class 19 contains 178866 members 
Mstep: Class 20 contains 159710 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52298 members 
Mstep: Class 23 contains 78543 members 
Mstep: Class 24 contains 180951 members 
Mstep: Class 25 contains 11157 members 
Mstep: Class 26 contains 9797 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 17953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720464.000000 Penalty: 99249.953125
Iteration 345Q: 29 clusters Score -1.947205e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89981 members 
Mstep: Class 3 contains 8092 members 
Mstep: Class 4 contains 81092 members 
Mstep: Class 5 contains 77519 members 
Mstep: Class 6 contains 26390 members 
Mstep: Class 7 contains 157276 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189534 members 
Mstep: Class 13 contains 66749 members 
Mstep: Class 14 contains 44424 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 158881 members 
Mstep: Class 19 contains 179074 members 
Mstep: Class 20 contains 159545 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52270 members 
Mstep: Class 23 contains 78495 members 
Mstep: Class 24 contains 180855 members 
Mstep: Class 25 contains 11152 members 
Mstep: Class 26 contains 9789 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720256.000000 Penalty: 99249.953125
Iteration 346Q: 29 clusters Score -1.947203e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89872 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 80988 members 
Mstep: Class 5 contains 77521 members 
Mstep: Class 6 contains 26406 members 
Mstep: Class 7 contains 157291 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189649 members 
Mstep: Class 13 contains 66691 members 
Mstep: Class 14 contains 44373 members 
Mstep: Class 15 contains 4205 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 159084 members 
Mstep: Class 19 contains 179272 members 
Mstep: Class 20 contains 159440 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52236 members 
Mstep: Class 23 contains 78408 members 
Mstep: Class 24 contains 180772 members 
Mstep: Class 25 contains 11153 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720432.000000 Penalty: 99249.953125
Iteration 347Q: 29 clusters Score -1.947204e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89750 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 80889 members 
Mstep: Class 5 contains 77515 members 
Mstep: Class 6 contains 26408 members 
Mstep: Class 7 contains 157334 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189736 members 
Mstep: Class 13 contains 66619 members 
Mstep: Class 14 contains 44320 members 
Mstep: Class 15 contains 4195 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 159234 members 
Mstep: Class 19 contains 179465 members 
Mstep: Class 20 contains 159388 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52187 members 
Mstep: Class 23 contains 78331 members 
Mstep: Class 24 contains 180716 members 
Mstep: Class 25 contains 11157 members 
Mstep: Class 26 contains 9777 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720624.000000 Penalty: 99249.953125
Iteration 348Q: 29 clusters Score -1.947206e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89615 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 80797 members 
Mstep: Class 5 contains 77515 members 
Mstep: Class 6 contains 26416 members 
Mstep: Class 7 contains 157367 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189823 members 
Mstep: Class 13 contains 66545 members 
Mstep: Class 14 contains 44275 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 159409 members 
Mstep: Class 19 contains 179648 members 
Mstep: Class 20 contains 159325 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52134 members 
Mstep: Class 23 contains 78249 members 
Mstep: Class 24 contains 180650 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 9769 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720368.000000 Penalty: 99249.953125
Iteration 349Q: 29 clusters Score -1.947204e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89491 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 80691 members 
Mstep: Class 5 contains 77505 members 
Mstep: Class 6 contains 26419 members 
Mstep: Class 7 contains 157382 members 
Mstep: Class 8 contains 1121 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 189967 members 
Mstep: Class 13 contains 66494 members 
Mstep: Class 14 contains 44225 members 
Mstep: Class 15 contains 4150 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 159591 members 
Mstep: Class 19 contains 179775 members 
Mstep: Class 20 contains 159271 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52091 members 
Mstep: Class 23 contains 78175 members 
Mstep: Class 24 contains 180601 members 
Mstep: Class 25 contains 11151 members 
Mstep: Class 26 contains 9758 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720416.000000 Penalty: 99249.953125
Iteration 350Q: 29 clusters Score -1.947204e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89369 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 80588 members 
Mstep: Class 5 contains 77497 members 
Mstep: Class 6 contains 26424 members 
Mstep: Class 7 contains 157406 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190049 members 
Mstep: Class 13 contains 66431 members 
Mstep: Class 14 contains 44190 members 
Mstep: Class 15 contains 4126 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 159843 members 
Mstep: Class 19 contains 179881 members 
Mstep: Class 20 contains 159233 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52048 members 
Mstep: Class 23 contains 78109 members 
Mstep: Class 24 contains 180531 members 
Mstep: Class 25 contains 11143 members 
Mstep: Class 26 contains 9736 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720896.000000 Penalty: 99249.953125
Iteration 351Q: 29 clusters Score -1.947209e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 89249 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 80495 members 
Mstep: Class 5 contains 77484 members 
Mstep: Class 6 contains 26436 members 
Mstep: Class 7 contains 157423 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190161 members 
Mstep: Class 13 contains 66386 members 
Mstep: Class 14 contains 44162 members 
Mstep: Class 15 contains 4112 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 160093 members 
Mstep: Class 19 contains 180006 members 
Mstep: Class 20 contains 159111 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 52017 members 
Mstep: Class 23 contains 78063 members 
Mstep: Class 24 contains 180455 members 
Mstep: Class 25 contains 11135 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720736.000000 Penalty: 99249.953125
Iteration 352Q: 29 clusters Score -1.947207e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89153 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 80376 members 
Mstep: Class 5 contains 77473 members 
Mstep: Class 6 contains 26440 members 
Mstep: Class 7 contains 157454 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190219 members 
Mstep: Class 13 contains 66324 members 
Mstep: Class 14 contains 44127 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 160348 members 
Mstep: Class 19 contains 180167 members 
Mstep: Class 20 contains 159013 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51976 members 
Mstep: Class 23 contains 78023 members 
Mstep: Class 24 contains 180364 members 
Mstep: Class 25 contains 11131 members 
Mstep: Class 26 contains 9697 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 18899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720672.000000 Penalty: 99249.953125
Iteration 353Q: 29 clusters Score -1.947207e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 89085 members 
Mstep: Class 3 contains 8097 members 
Mstep: Class 4 contains 80271 members 
Mstep: Class 5 contains 77461 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 157501 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190263 members 
Mstep: Class 13 contains 66254 members 
Mstep: Class 14 contains 44092 members 
Mstep: Class 15 contains 4101 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 160611 members 
Mstep: Class 19 contains 180303 members 
Mstep: Class 20 contains 158889 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51958 members 
Mstep: Class 23 contains 77972 members 
Mstep: Class 24 contains 180246 members 
Mstep: Class 25 contains 11128 members 
Mstep: Class 26 contains 9694 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720992.000000 Penalty: 99249.953125
Iteration 354Q: 29 clusters Score -1.94721e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 89019 members 
Mstep: Class 3 contains 8098 members 
Mstep: Class 4 contains 80154 members 
Mstep: Class 5 contains 77456 members 
Mstep: Class 6 contains 26472 members 
Mstep: Class 7 contains 157546 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190301 members 
Mstep: Class 13 contains 66199 members 
Mstep: Class 14 contains 44055 members 
Mstep: Class 15 contains 4089 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 160881 members 
Mstep: Class 19 contains 180452 members 
Mstep: Class 20 contains 158746 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51943 members 
Mstep: Class 23 contains 77920 members 
Mstep: Class 24 contains 180128 members 
Mstep: Class 25 contains 11122 members 
Mstep: Class 26 contains 9685 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720704.000000 Penalty: 99249.953125
Iteration 355Q: 29 clusters Score -1.947207e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 88952 members 
Mstep: Class 3 contains 8101 members 
Mstep: Class 4 contains 80043 members 
Mstep: Class 5 contains 77440 members 
Mstep: Class 6 contains 26504 members 
Mstep: Class 7 contains 157625 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190325 members 
Mstep: Class 13 contains 66135 members 
Mstep: Class 14 contains 43987 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 161125 members 
Mstep: Class 19 contains 180638 members 
Mstep: Class 20 contains 158629 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51910 members 
Mstep: Class 23 contains 77863 members 
Mstep: Class 24 contains 179991 members 
Mstep: Class 25 contains 11111 members 
Mstep: Class 26 contains 9687 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720880.000000 Penalty: 99249.953125
Iteration 356Q: 29 clusters Score -1.947209e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 88895 members 
Mstep: Class 3 contains 8102 members 
Mstep: Class 4 contains 79940 members 
Mstep: Class 5 contains 77433 members 
Mstep: Class 6 contains 26538 members 
Mstep: Class 7 contains 157676 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 933 members 
Mstep: Class 12 contains 190334 members 
Mstep: Class 13 contains 66078 members 
Mstep: Class 14 contains 43927 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 161371 members 
Mstep: Class 19 contains 180826 members 
Mstep: Class 20 contains 158489 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51880 members 
Mstep: Class 23 contains 77834 members 
Mstep: Class 24 contains 179844 members 
Mstep: Class 25 contains 11117 members 
Mstep: Class 26 contains 9687 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721328.000000 Penalty: 99249.953125
Iteration 357Q: 29 clusters Score -1.947213e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 88826 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 79852 members 
Mstep: Class 5 contains 77422 members 
Mstep: Class 6 contains 26562 members 
Mstep: Class 7 contains 157735 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190351 members 
Mstep: Class 13 contains 66029 members 
Mstep: Class 14 contains 43878 members 
Mstep: Class 15 contains 4053 members 
Mstep: Class 16 contains 6829 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 161668 members 
Mstep: Class 19 contains 180944 members 
Mstep: Class 20 contains 158308 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51848 members 
Mstep: Class 23 contains 77815 members 
Mstep: Class 24 contains 179752 members 
Mstep: Class 25 contains 11112 members 
Mstep: Class 26 contains 9677 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721312.000000 Penalty: 99249.953125
Iteration 358Q: 29 clusters Score -1.947213e+08 nChanged 2625
Entering ConstructFrom: 
Score: -194721312.000000 Penalty: 99249.953125
Entering ConstructFrom: 
Trying to split cluster 1 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -248621.937500 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -248621.9 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 1022 members 
Entering Unmasked Estep 
Score: -246013.296875 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -246013.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -246435.578125 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -246435.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -246547.828125 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -246547.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246600.125000 Penalty: 3774.245850
	Iteration 3Q: 3 clusters Score -246600.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246628.515625 Penalty: 3774.245850
	Iteration 4Q: 3 clusters Score -246628.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -246653.125000 Penalty: 3774.245850
	Iteration 5Q: 3 clusters Score -246653.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -246669.578125 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -246669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -246678.687500 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -246678.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246685.578125 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -246685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -246691.484375 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -246691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246696.015625 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -246696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -246700.203125 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -246700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -246706.015625 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -246706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -246710.171875 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -246710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -246712.625000 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -246712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246714.515625 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -246714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246715.515625 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -246715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -246717.671875 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -246717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -246717.734375 Penalty: 3774.245850
	Iteration 18Q: 3 clusters Score -246717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246718.343750 Penalty: 3774.245850
	Iteration 19Q: 3 clusters Score -246718.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -246718.343750 Penalty: 3774.245850
	Iteration 20F: 3 clusters Score -246718.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (88745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88745 members 
Entering Unmasked Estep 
Score: -11056968.000000 Penalty: 2825.593506
	Iteration 0F: 2 clusters Score -1.105697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -10997454.000000 Penalty: 5651.187012
	Iteration 0F: 3 clusters Score -1.099745e+07 nChanged 41767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -11022175.000000 Penalty: 5651.187012
	Iteration 1F: 3 clusters Score -1.102218e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -11023473.000000 Penalty: 5651.187012
	Iteration 2Q: 3 clusters Score -1.102347e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -11025355.000000 Penalty: 5651.187012
	Iteration 3Q: 3 clusters Score -1.102536e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -11028360.000000 Penalty: 5651.187012
	Iteration 4F: 3 clusters Score -1.102836e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -11032827.000000 Penalty: 5651.187012
	Iteration 5F: 3 clusters Score -1.103283e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -11038552.000000 Penalty: 5651.187012
	Iteration 6F: 3 clusters Score -1.103855e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -11044405.000000 Penalty: 5651.187012
	Iteration 7F: 3 clusters Score -1.10444e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -11048192.000000 Penalty: 5651.187012
	Iteration 8Q: 3 clusters Score -1.104819e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -11049711.000000 Penalty: 5651.187012
	Iteration 9Q: 3 clusters Score -1.104971e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -11050292.000000 Penalty: 5651.187012
	Iteration 10Q: 3 clusters Score -1.105029e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -11050695.000000 Penalty: 5651.187012
	Iteration 11Q: 3 clusters Score -1.10507e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -11051041.000000 Penalty: 5651.187012
	Iteration 12Q: 3 clusters Score -1.105104e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -11051470.000000 Penalty: 5651.187012
	Iteration 13Q: 3 clusters Score -1.105147e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -11051739.000000 Penalty: 5651.187012
	Iteration 14Q: 3 clusters Score -1.105174e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -11052018.000000 Penalty: 5651.187012
	Iteration 15Q: 3 clusters Score -1.105202e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -11052225.000000 Penalty: 5651.187012
	Iteration 16Q: 3 clusters Score -1.105222e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -11052408.000000 Penalty: 5651.187012
	Iteration 17Q: 3 clusters Score -1.105241e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -11052583.000000 Penalty: 5651.187012
	Iteration 18Q: 3 clusters Score -1.105258e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -11052795.000000 Penalty: 5651.187012
	Iteration 19Q: 3 clusters Score -1.10528e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -11052973.000000 Penalty: 5651.187012
	Iteration 20F: 3 clusters Score -1.105297e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -11053088.000000 Penalty: 5651.187012
	Iteration 21Q: 3 clusters Score -1.105309e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -11053225.000000 Penalty: 5651.187012
	Iteration 22Q: 3 clusters Score -1.105322e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -11053308.000000 Penalty: 5651.187012
	Iteration 23Q: 3 clusters Score -1.105331e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -11053406.000000 Penalty: 5651.187012
	Iteration 24Q: 3 clusters Score -1.105341e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -11053526.000000 Penalty: 5651.187012
	Iteration 25Q: 3 clusters Score -1.105353e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -11053626.000000 Penalty: 5651.187012
	Iteration 26Q: 3 clusters Score -1.105363e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -11053649.000000 Penalty: 5651.187012
	Iteration 27Q: 3 clusters Score -1.105365e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -11053746.000000 Penalty: 5651.187012
	Iteration 28Q: 3 clusters Score -1.105375e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -11053812.000000 Penalty: 5651.187012
	Iteration 29Q: 3 clusters Score -1.105381e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -11053860.000000 Penalty: 5651.187012
	Iteration 30Q: 3 clusters Score -1.105386e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -11053901.000000 Penalty: 5651.187012
	Iteration 31Q: 3 clusters Score -1.10539e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -11053978.000000 Penalty: 5651.187012
	Iteration 32Q: 3 clusters Score -1.105398e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -11054012.000000 Penalty: 5651.187012
	Iteration 33Q: 3 clusters Score -1.105401e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85116 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -11054064.000000 Penalty: 5651.187012
	Iteration 34Q: 3 clusters Score -1.105406e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -11054134.000000 Penalty: 5651.187012
	Iteration 35Q: 3 clusters Score -1.105413e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -11054178.000000 Penalty: 5651.187012
	Iteration 36Q: 3 clusters Score -1.105418e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -11054246.000000 Penalty: 5651.187012
	Iteration 37Q: 3 clusters Score -1.105425e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85732 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11054291.000000 Penalty: 5651.187012
	Iteration 38Q: 3 clusters Score -1.105429e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11054312.000000 Penalty: 5651.187012
	Iteration 39Q: 3 clusters Score -1.105431e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -11054339.000000 Penalty: 5651.187012
	Iteration 40F: 3 clusters Score -1.105434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -11054335.000000 Penalty: 5651.187012
	Iteration 41Q: 3 clusters Score -1.105434e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86086 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -11054342.000000 Penalty: 5651.187012
	Iteration 42Q: 3 clusters Score -1.105434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -11054353.000000 Penalty: 5651.187012
	Iteration 43Q: 3 clusters Score -1.105435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11054360.000000 Penalty: 5651.187012
	Iteration 44Q: 3 clusters Score -1.105436e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -11054381.000000 Penalty: 5651.187012
	Iteration 45Q: 3 clusters Score -1.105438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -11054415.000000 Penalty: 5651.187012
	Iteration 46Q: 3 clusters Score -1.105442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11054413.000000 Penalty: 5651.187012
	Iteration 47Q: 3 clusters Score -1.105441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86381 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -11054430.000000 Penalty: 5651.187012
	Iteration 48Q: 3 clusters Score -1.105443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86412 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -11054432.000000 Penalty: 5651.187012
	Iteration 49Q: 3 clusters Score -1.105443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86437 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11054421.000000 Penalty: 5651.187012
	Iteration 50Q: 3 clusters Score -1.105442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86465 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -11054429.000000 Penalty: 5651.187012
	Iteration 51Q: 3 clusters Score -1.105443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11054429.000000 Penalty: 5651.187012
	Iteration 52Q: 3 clusters Score -1.105443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11054444.000000 Penalty: 5651.187012
	Iteration 53Q: 3 clusters Score -1.105444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11054456.000000 Penalty: 5651.187012
	Iteration 54Q: 3 clusters Score -1.105446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -11054463.000000 Penalty: 5651.187012
	Iteration 55Q: 3 clusters Score -1.105446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11054463.000000 Penalty: 5651.187012
	Iteration 56Q: 3 clusters Score -1.105446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -11054454.000000 Penalty: 5651.187012
	Iteration 57Q: 3 clusters Score -1.105445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -11054448.000000 Penalty: 5651.187012
	Iteration 58Q: 3 clusters Score -1.105445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -11054464.000000 Penalty: 5651.187012
	Iteration 59Q: 3 clusters Score -1.105446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -11054456.000000 Penalty: 5651.187012
	Iteration 60F: 3 clusters Score -1.105446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11054459.000000 Penalty: 5651.187012
	Iteration 61Q: 3 clusters Score -1.105446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -11054469.000000 Penalty: 5651.187012
	Iteration 62Q: 3 clusters Score -1.105447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -11054469.000000 Penalty: 5651.187012
	Iteration 63Q: 3 clusters Score -1.105447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -11054469.000000 Penalty: 5651.187012
	Iteration 64Q: 3 clusters Score -1.105447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11054465.000000 Penalty: 5651.187012
	Iteration 65Q: 3 clusters Score -1.105446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11054477.000000 Penalty: 5651.187012
	Iteration 66Q: 3 clusters Score -1.105448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86620 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -11054473.000000 Penalty: 5651.187012
	Iteration 67Q: 3 clusters Score -1.105447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -11054478.000000 Penalty: 5651.187012
	Iteration 68Q: 3 clusters Score -1.105448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86636 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11054482.000000 Penalty: 5651.187012
	Iteration 69Q: 3 clusters Score -1.105448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11054478.000000 Penalty: 5651.187012
	Iteration 70Q: 3 clusters Score -1.105448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11054480.000000 Penalty: 5651.187012
	Iteration 71Q: 3 clusters Score -1.105448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -11054479.000000 Penalty: 5651.187012
	Iteration 72Q: 3 clusters Score -1.105448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -11054477.000000 Penalty: 5651.187012
	Iteration 73Q: 3 clusters Score -1.105448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11054475.000000 Penalty: 5651.187012
	Iteration 74Q: 3 clusters Score -1.105448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -11054467.000000 Penalty: 5651.187012
	Iteration 75Q: 3 clusters Score -1.105447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11054475.000000 Penalty: 5651.187012
	Iteration 76Q: 3 clusters Score -1.105448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86666 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11054475.000000 Penalty: 5651.187012
	Iteration 77F: 3 clusters Score -1.105448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -944074.187500 Penalty: 2231.997314
	Iteration 0F: 2 clusters Score -944074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -937586.312500 Penalty: 4463.994629
	Iteration 0F: 3 clusters Score -937586.3 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -939450.687500 Penalty: 4463.994629
	Iteration 1F: 3 clusters Score -939450.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -939819.937500 Penalty: 4463.994629
	Iteration 2F: 3 clusters Score -939819.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -940199.125000 Penalty: 4463.994629
	Iteration 3F: 3 clusters Score -940199.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -940645.875000 Penalty: 4463.994629
	Iteration 4F: 3 clusters Score -940645.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -941127.875000 Penalty: 4463.994629
	Iteration 5F: 3 clusters Score -941127.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -941620.312500 Penalty: 4463.994629
	Iteration 6F: 3 clusters Score -941620.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -942037.812500 Penalty: 4463.994629
	Iteration 7F: 3 clusters Score -942037.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -942313.812500 Penalty: 4463.994629
	Iteration 8Q: 3 clusters Score -942313.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -942482.750000 Penalty: 4463.994629
	Iteration 9Q: 3 clusters Score -942482.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -942591.625000 Penalty: 4463.994629
	Iteration 10Q: 3 clusters Score -942591.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -942654.250000 Penalty: 4463.994629
	Iteration 11Q: 3 clusters Score -942654.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -942703.625000 Penalty: 4463.994629
	Iteration 12Q: 3 clusters Score -942703.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -942730.750000 Penalty: 4463.994629
	Iteration 13Q: 3 clusters Score -942730.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -942753.750000 Penalty: 4463.994629
	Iteration 14Q: 3 clusters Score -942753.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -942769.625000 Penalty: 4463.994629
	Iteration 15Q: 3 clusters Score -942769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -942782.437500 Penalty: 4463.994629
	Iteration 16Q: 3 clusters Score -942782.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -942801.187500 Penalty: 4463.994629
	Iteration 17Q: 3 clusters Score -942801.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -942811.562500 Penalty: 4463.994629
	Iteration 18Q: 3 clusters Score -942811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -942827.562500 Penalty: 4463.994629
	Iteration 19Q: 3 clusters Score -942827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -942831.187500 Penalty: 4463.994629
	Iteration 20F: 3 clusters Score -942831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -942832.625000 Penalty: 4463.994629
	Iteration 21Q: 3 clusters Score -942832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -942832.625000 Penalty: 4463.994629
	Iteration 22F: 3 clusters Score -942832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Entering Unmasked Estep 
Score: -9928552.000000 Penalty: 2799.139404
	Iteration 0F: 2 clusters Score -9928552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -9875091.000000 Penalty: 5598.278809
	Iteration 0F: 3 clusters Score -9875091 nChanged 37429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -9895955.000000 Penalty: 5598.278809
	Iteration 1F: 3 clusters Score -9895955 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -9896439.000000 Penalty: 5598.278809
	Iteration 2Q: 3 clusters Score -9896439 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -9897053.000000 Penalty: 5598.278809
	Iteration 3Q: 3 clusters Score -9897053 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -9897756.000000 Penalty: 5598.278809
	Iteration 4Q: 3 clusters Score -9897756 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -9898866.000000 Penalty: 5598.278809
	Iteration 5Q: 3 clusters Score -9898866 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -9900671.000000 Penalty: 5598.278809
	Iteration 6Q: 3 clusters Score -9900671 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -9904053.000000 Penalty: 5598.278809
	Iteration 7F: 3 clusters Score -9904053 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -9909205.000000 Penalty: 5598.278809
	Iteration 8F: 3 clusters Score -9909205 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -9915655.000000 Penalty: 5598.278809
	Iteration 9F: 3 clusters Score -9915655 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -9920897.000000 Penalty: 5598.278809
	Iteration 10F: 3 clusters Score -9920897 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 74625 members 
Entering Unmasked Estep 
Score: -9923905.000000 Penalty: 5598.278809
	Iteration 11Q: 3 clusters Score -9923905 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -9925369.000000 Penalty: 5598.278809
	Iteration 12Q: 3 clusters Score -9925369 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -9925994.000000 Penalty: 5598.278809
	Iteration 13Q: 3 clusters Score -9925994 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 76663 members 
Entering Unmasked Estep 
Score: -9926302.000000 Penalty: 5598.278809
	Iteration 14Q: 3 clusters Score -9926302 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -9926450.000000 Penalty: 5598.278809
	Iteration 15Q: 3 clusters Score -9926450 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -9926533.000000 Penalty: 5598.278809
	Iteration 16Q: 3 clusters Score -9926533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -9926574.000000 Penalty: 5598.278809
	Iteration 17Q: 3 clusters Score -9926574 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -9926595.000000 Penalty: 5598.278809
	Iteration 18Q: 3 clusters Score -9926595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -9926611.000000 Penalty: 5598.278809
	Iteration 19Q: 3 clusters Score -9926611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -9926620.000000 Penalty: 5598.278809
	Iteration 20F: 3 clusters Score -9926620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -9926633.000000 Penalty: 5598.278809
	Iteration 21Q: 3 clusters Score -9926633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -9926654.000000 Penalty: 5598.278809
	Iteration 22Q: 3 clusters Score -9926654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -9926676.000000 Penalty: 5598.278809
	Iteration 23Q: 3 clusters Score -9926676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -9926697.000000 Penalty: 5598.278809
	Iteration 24Q: 3 clusters Score -9926697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -9926697.000000 Penalty: 5598.278809
	Iteration 25Q: 3 clusters Score -9926697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -9926705.000000 Penalty: 5598.278809
	Iteration 26Q: 3 clusters Score -9926705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9926722.000000 Penalty: 5598.278809
	Iteration 27Q: 3 clusters Score -9926722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -9926726.000000 Penalty: 5598.278809
	Iteration 28Q: 3 clusters Score -9926726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -9926737.000000 Penalty: 5598.278809
	Iteration 29Q: 3 clusters Score -9926737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -9926737.000000 Penalty: 5598.278809
	Iteration 30Q: 3 clusters Score -9926737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -9926737.000000 Penalty: 5598.278809
	Iteration 31Q: 3 clusters Score -9926737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 77605 members 
Entering Unmasked Estep 
Score: -9926739.000000 Penalty: 5598.278809
	Iteration 32Q: 3 clusters Score -9926739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -9926744.000000 Penalty: 5598.278809
	Iteration 33Q: 3 clusters Score -9926744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -9926740.000000 Penalty: 5598.278809
	Iteration 34Q: 3 clusters Score -9926740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -9926738.000000 Penalty: 5598.278809
	Iteration 35Q: 3 clusters Score -9926738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -9926738.000000 Penalty: 5598.278809
	Iteration 36F: 3 clusters Score -9926738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Entering Unmasked Estep 
Score: -9241017.000000 Penalty: 2791.732910
	Iteration 0F: 2 clusters Score -9241017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -9189126.000000 Penalty: 5583.465820
	Iteration 0F: 3 clusters Score -9189126 nChanged 36432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -9209151.000000 Penalty: 5583.465820
	Iteration 1F: 3 clusters Score -9209151 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -9209755.000000 Penalty: 5583.465820
	Iteration 2Q: 3 clusters Score -9209755 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -9210252.000000 Penalty: 5583.465820
	Iteration 3Q: 3 clusters Score -9210252 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -9210691.000000 Penalty: 5583.465820
	Iteration 4Q: 3 clusters Score -9210691 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -9211448.000000 Penalty: 5583.465820
	Iteration 5Q: 3 clusters Score -9211448 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -9212537.000000 Penalty: 5583.465820
	Iteration 6Q: 3 clusters Score -9212537 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -9214363.000000 Penalty: 5583.465820
	Iteration 7Q: 3 clusters Score -9214363 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -9217772.000000 Penalty: 5583.465820
	Iteration 8F: 3 clusters Score -9217772 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -9223004.000000 Penalty: 5583.465820
	Iteration 9F: 3 clusters Score -9223004 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68125 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -9229247.000000 Penalty: 5583.465820
	Iteration 10F: 3 clusters Score -9229247 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9234436.000000 Penalty: 5583.465820
	Iteration 11F: 3 clusters Score -9234436 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9237082.000000 Penalty: 5583.465820
	Iteration 12Q: 3 clusters Score -9237082 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9238038.000000 Penalty: 5583.465820
	Iteration 13Q: 3 clusters Score -9238038 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9238351.000000 Penalty: 5583.465820
	Iteration 14Q: 3 clusters Score -9238351 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77183 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9238447.000000 Penalty: 5583.465820
	Iteration 15Q: 3 clusters Score -9238447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9238517.000000 Penalty: 5583.465820
	Iteration 16Q: 3 clusters Score -9238517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9238553.000000 Penalty: 5583.465820
	Iteration 17Q: 3 clusters Score -9238553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9238561.000000 Penalty: 5583.465820
	Iteration 18Q: 3 clusters Score -9238561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77223 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9238556.000000 Penalty: 5583.465820
	Iteration 19Q: 3 clusters Score -9238556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9238570.000000 Penalty: 5583.465820
	Iteration 20F: 3 clusters Score -9238570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9238569.000000 Penalty: 5583.465820
	Iteration 21Q: 3 clusters Score -9238569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9238566.000000 Penalty: 5583.465820
	Iteration 22Q: 3 clusters Score -9238566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9238566.000000 Penalty: 5583.465820
	Iteration 23F: 3 clusters Score -9238566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Entering Unmasked Estep 
Score: -3191496.500000 Penalty: 2526.481201
	Iteration 0F: 2 clusters Score -3191496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3173270.500000 Penalty: 5052.962402
	Iteration 0F: 3 clusters Score -3173270 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3179677.500000 Penalty: 5052.962402
	Iteration 1F: 3 clusters Score -3179678 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3180133.500000 Penalty: 5052.962402
	Iteration 2Q: 3 clusters Score -3180134 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3180538.000000 Penalty: 5052.962402
	Iteration 3Q: 3 clusters Score -3180538 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3180988.250000 Penalty: 5052.962402
	Iteration 4Q: 3 clusters Score -3180988 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3181567.750000 Penalty: 5052.962402
	Iteration 5Q: 3 clusters Score -3181568 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3182306.750000 Penalty: 5052.962402
	Iteration 6Q: 3 clusters Score -3182307 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3183334.000000 Penalty: 5052.962402
	Iteration 7F: 3 clusters Score -3183334 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3184510.000000 Penalty: 5052.962402
	Iteration 8F: 3 clusters Score -3184510 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3185860.250000 Penalty: 5052.962402
	Iteration 9F: 3 clusters Score -3185860 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3187086.500000 Penalty: 5052.962402
	Iteration 10F: 3 clusters Score -3187086 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3188012.750000 Penalty: 5052.962402
	Iteration 11Q: 3 clusters Score -3188013 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3188597.250000 Penalty: 5052.962402
	Iteration 12Q: 3 clusters Score -3188597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3188919.750000 Penalty: 5052.962402
	Iteration 13Q: 3 clusters Score -3188920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3189058.250000 Penalty: 5052.962402
	Iteration 14Q: 3 clusters Score -3189058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3189168.500000 Penalty: 5052.962402
	Iteration 15Q: 3 clusters Score -3189168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3189224.250000 Penalty: 5052.962402
	Iteration 16Q: 3 clusters Score -3189224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3189262.750000 Penalty: 5052.962402
	Iteration 17Q: 3 clusters Score -3189263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3189293.750000 Penalty: 5052.962402
	Iteration 18Q: 3 clusters Score -3189294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3189323.750000 Penalty: 5052.962402
	Iteration 19Q: 3 clusters Score -3189324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3189339.750000 Penalty: 5052.962402
	Iteration 20F: 3 clusters Score -3189340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3189356.250000 Penalty: 5052.962402
	Iteration 21Q: 3 clusters Score -3189356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3189368.750000 Penalty: 5052.962402
	Iteration 22Q: 3 clusters Score -3189369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3189374.750000 Penalty: 5052.962402
	Iteration 23Q: 3 clusters Score -3189375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3189381.250000 Penalty: 5052.962402
	Iteration 24Q: 3 clusters Score -3189381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3189386.750000 Penalty: 5052.962402
	Iteration 25Q: 3 clusters Score -3189387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3189386.750000 Penalty: 5052.962402
	Iteration 26F: 3 clusters Score -3189387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Entering Unmasked Estep 
Score: -19629256.000000 Penalty: 2968.370361
	Iteration 0F: 2 clusters Score -1.962926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 78536 members 
Entering Unmasked Estep 
Score: -19524946.000000 Penalty: 5936.740723
	Iteration 0F: 3 clusters Score -1.952495e+07 nChanged 75456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -19568310.000000 Penalty: 5936.740723
	Iteration 1F: 3 clusters Score -1.956831e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -19569546.000000 Penalty: 5936.740723
	Iteration 2Q: 3 clusters Score -1.956955e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -19571266.000000 Penalty: 5936.740723
	Iteration 3Q: 3 clusters Score -1.957127e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -19574022.000000 Penalty: 5936.740723
	Iteration 4Q: 3 clusters Score -1.957402e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102288 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -19578998.000000 Penalty: 5936.740723
	Iteration 5F: 3 clusters Score -1.9579e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -19586726.000000 Penalty: 5936.740723
	Iteration 6F: 3 clusters Score -1.958673e+07 nChanged 12558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125280 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -19597832.000000 Penalty: 5936.740723
	Iteration 7F: 3 clusters Score -1.959783e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137587 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -19609442.000000 Penalty: 5936.740723
	Iteration 8F: 3 clusters Score -1.960944e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146971 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -19618122.000000 Penalty: 5936.740723
	Iteration 9F: 3 clusters Score -1.961812e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152484 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -19622802.000000 Penalty: 5936.740723
	Iteration 10Q: 3 clusters Score -1.96228e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -19624906.000000 Penalty: 5936.740723
	Iteration 11Q: 3 clusters Score -1.962491e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19625810.000000 Penalty: 5936.740723
	Iteration 12Q: 3 clusters Score -1.962581e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156755 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19626164.000000 Penalty: 5936.740723
	Iteration 13Q: 3 clusters Score -1.962616e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156985 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19626378.000000 Penalty: 5936.740723
	Iteration 14Q: 3 clusters Score -1.962638e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -19626474.000000 Penalty: 5936.740723
	Iteration 15Q: 3 clusters Score -1.962647e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19626534.000000 Penalty: 5936.740723
	Iteration 16Q: 3 clusters Score -1.962653e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -19626570.000000 Penalty: 5936.740723
	Iteration 17Q: 3 clusters Score -1.962657e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157211 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -19626606.000000 Penalty: 5936.740723
	Iteration 18Q: 3 clusters Score -1.962661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -19626612.000000 Penalty: 5936.740723
	Iteration 19Q: 3 clusters Score -1.962661e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157241 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -19626634.000000 Penalty: 5936.740723
	Iteration 20F: 3 clusters Score -1.962663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19626682.000000 Penalty: 5936.740723
	Iteration 21Q: 3 clusters Score -1.962668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157270 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -19626700.000000 Penalty: 5936.740723
	Iteration 22Q: 3 clusters Score -1.96267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19626722.000000 Penalty: 5936.740723
	Iteration 23Q: 3 clusters Score -1.962672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19626734.000000 Penalty: 5936.740723
	Iteration 24Q: 3 clusters Score -1.962673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -19626752.000000 Penalty: 5936.740723
	Iteration 25Q: 3 clusters Score -1.962675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -19626754.000000 Penalty: 5936.740723
	Iteration 26Q: 3 clusters Score -1.962675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -19626762.000000 Penalty: 5936.740723
	Iteration 27Q: 3 clusters Score -1.962676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19626762.000000 Penalty: 5936.740723
	Iteration 28Q: 3 clusters Score -1.962676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -19626756.000000 Penalty: 5936.740723
	Iteration 29Q: 3 clusters Score -1.962676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19626752.000000 Penalty: 5936.740723
	Iteration 30Q: 3 clusters Score -1.962675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19626762.000000 Penalty: 5936.740723
	Iteration 31Q: 3 clusters Score -1.962676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19626752.000000 Penalty: 5936.740723
	Iteration 32Q: 3 clusters Score -1.962675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19626762.000000 Penalty: 5936.740723
	Iteration 33Q: 3 clusters Score -1.962676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157322 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19626768.000000 Penalty: 5936.740723
	Iteration 34Q: 3 clusters Score -1.962677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19626772.000000 Penalty: 5936.740723
	Iteration 35Q: 3 clusters Score -1.962677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19626772.000000 Penalty: 5936.740723
	Iteration 36F: 3 clusters Score -1.962677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -117163.406250 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -117163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -115212.023438 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -115212 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -115637.062500 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -115637.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115807.703125 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -115807.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115960.789062 Penalty: 3483.342529
	Iteration 3F: 3 clusters Score -115960.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -116110.671875 Penalty: 3483.342529
	Iteration 4F: 3 clusters Score -116110.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116238.796875 Penalty: 3483.342529
	Iteration 5F: 3 clusters Score -116238.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -116377.898438 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -116377.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -116512.171875 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -116512.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -116623.007812 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -116623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116701.875000 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -116701.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116746.632812 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -116746.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -116771.867188 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -116771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116792.640625 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -116792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116799.710938 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -116799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116800.593750 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -116800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116800.859375 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -116800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116806.734375 Penalty: 3483.342529
	Iteration 16F: 3 clusters Score -116806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116824.132812 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -116824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116828.929688 Penalty: 3483.342529
	Iteration 18Q: 3 clusters Score -116828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -116832.359375 Penalty: 3483.342529
	Iteration 19Q: 3 clusters Score -116832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116833.015625 Penalty: 3483.342529
	Iteration 20F: 3 clusters Score -116833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62627.988281 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62627.99 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62851.421875 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -62851.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62922.792969 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -62922.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62979.214844 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -62979.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63011.121094 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -63011.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63056.031250 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63056.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63099.949219 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -63099.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63142.089844 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63142.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63192.050781 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -63192.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63236.054688 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -63236.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63261.390625 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -63261.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63284.687500 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -63284.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63371.890625 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -63371.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63426.582031 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -63426.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63467.296875 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -63467.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63503.726562 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -63503.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63533.718750 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -63533.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63552.804688 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -63552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63564.156250 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -63564.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63598.925781 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -63598.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63628.261719 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -63628.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63663.945312 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -63663.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63735.269531 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -63735.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63772.046875 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -63772.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63778.363281 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -63778.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63778.363281 Penalty: 3192.330566
	Iteration 25F: 3 clusters Score -63778.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -314836.187500 Penalty: 1946.148315
	Iteration 0F: 2 clusters Score -314836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -311786.625000 Penalty: 3892.296631
	Iteration 0F: 3 clusters Score -311786.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -312406.968750 Penalty: 3892.296631
	Iteration 1F: 3 clusters Score -312407 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -312565.312500 Penalty: 3892.296631
	Iteration 2F: 3 clusters Score -312565.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -312660.093750 Penalty: 3892.296631
	Iteration 3F: 3 clusters Score -312660.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -312724.812500 Penalty: 3892.296631
	Iteration 4Q: 3 clusters Score -312724.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -312779.281250 Penalty: 3892.296631
	Iteration 5Q: 3 clusters Score -312779.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312817.875000 Penalty: 3892.296631
	Iteration 6Q: 3 clusters Score -312817.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -312847.218750 Penalty: 3892.296631
	Iteration 7Q: 3 clusters Score -312847.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -312868.875000 Penalty: 3892.296631
	Iteration 8Q: 3 clusters Score -312868.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -312884.062500 Penalty: 3892.296631
	Iteration 9Q: 3 clusters Score -312884.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -312896.625000 Penalty: 3892.296631
	Iteration 10Q: 3 clusters Score -312896.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -312905.625000 Penalty: 3892.296631
	Iteration 11Q: 3 clusters Score -312905.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -312912.656250 Penalty: 3892.296631
	Iteration 12Q: 3 clusters Score -312912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312918.250000 Penalty: 3892.296631
	Iteration 13Q: 3 clusters Score -312918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312923.406250 Penalty: 3892.296631
	Iteration 14Q: 3 clusters Score -312923.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -312931.062500 Penalty: 3892.296631
	Iteration 15Q: 3 clusters Score -312931.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312936.656250 Penalty: 3892.296631
	Iteration 16Q: 3 clusters Score -312936.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -312941.187500 Penalty: 3892.296631
	Iteration 17Q: 3 clusters Score -312941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -312948.906250 Penalty: 3892.296631
	Iteration 18Q: 3 clusters Score -312948.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -312954.562500 Penalty: 3892.296631
	Iteration 19Q: 3 clusters Score -312954.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -312958.187500 Penalty: 3892.296631
	Iteration 20F: 3 clusters Score -312958.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312965.187500 Penalty: 3892.296631
	Iteration 21Q: 3 clusters Score -312965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -312968.687500 Penalty: 3892.296631
	Iteration 22Q: 3 clusters Score -312968.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -312971.312500 Penalty: 3892.296631
	Iteration 23Q: 3 clusters Score -312971.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -312976.093750 Penalty: 3892.296631
	Iteration 24Q: 3 clusters Score -312976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -312979.343750 Penalty: 3892.296631
	Iteration 25Q: 3 clusters Score -312979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -312982.843750 Penalty: 3892.296631
	Iteration 26Q: 3 clusters Score -312982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -312984.843750 Penalty: 3892.296631
	Iteration 27Q: 3 clusters Score -312984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -312986.187500 Penalty: 3892.296631
	Iteration 28Q: 3 clusters Score -312986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -312989.031250 Penalty: 3892.296631
	Iteration 29Q: 3 clusters Score -312989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -312991.031250 Penalty: 3892.296631
	Iteration 30Q: 3 clusters Score -312991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -312993.375000 Penalty: 3892.296631
	Iteration 31Q: 3 clusters Score -312993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -312994.906250 Penalty: 3892.296631
	Iteration 32Q: 3 clusters Score -312994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -312996.437500 Penalty: 3892.296631
	Iteration 33Q: 3 clusters Score -312996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312996.906250 Penalty: 3892.296631
	Iteration 34Q: 3 clusters Score -312996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -312997.312500 Penalty: 3892.296631
	Iteration 35Q: 3 clusters Score -312997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -312997.281250 Penalty: 3892.296631
	Iteration 36Q: 3 clusters Score -312997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -312997.812500 Penalty: 3892.296631
	Iteration 37Q: 3 clusters Score -312997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -312998.562500 Penalty: 3892.296631
	Iteration 38Q: 3 clusters Score -312998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -312999.687500 Penalty: 3892.296631
	Iteration 39Q: 3 clusters Score -312999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -313000.406250 Penalty: 3892.296631
	Iteration 40F: 3 clusters Score -313000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -313000.937500 Penalty: 3892.296631
	Iteration 41Q: 3 clusters Score -313000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -313001.218750 Penalty: 3892.296631
	Iteration 42Q: 3 clusters Score -313001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -313001.218750 Penalty: 3892.296631
	Iteration 43F: 3 clusters Score -313001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -106234.984375 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -106235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -104321.937500 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -104321.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104595.281250 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -104595.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104707.437500 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -104707.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104781.968750 Penalty: 3392.380371
	Iteration 3Q: 3 clusters Score -104782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104814.750000 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -104814.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104834.640625 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -104834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104862.750000 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -104862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104890.132812 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -104890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104905.289062 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -104905.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104930.156250 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -104930.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104944.859375 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -104944.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104958.101562 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -104958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104976.710938 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -104976.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104984.742188 Penalty: 3392.380371
	Iteration 13Q: 3 clusters Score -104984.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104995.960938 Penalty: 3392.380371
	Iteration 14Q: 3 clusters Score -104996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105012.867188 Penalty: 3392.380371
	Iteration 15Q: 3 clusters Score -105012.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105038.015625 Penalty: 3392.380371
	Iteration 16Q: 3 clusters Score -105038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105055.039062 Penalty: 3392.380371
	Iteration 17Q: 3 clusters Score -105055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105069.031250 Penalty: 3392.380371
	Iteration 18Q: 3 clusters Score -105069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105078.773438 Penalty: 3392.380371
	Iteration 19Q: 3 clusters Score -105078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105088.812500 Penalty: 3392.380371
	Iteration 20F: 3 clusters Score -105088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105096.140625 Penalty: 3392.380371
	Iteration 21Q: 3 clusters Score -105096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105102.718750 Penalty: 3392.380371
	Iteration 22Q: 3 clusters Score -105102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105105.218750 Penalty: 3392.380371
	Iteration 23Q: 3 clusters Score -105105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105108.617188 Penalty: 3392.380371
	Iteration 24Q: 3 clusters Score -105108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105111.882812 Penalty: 3392.380371
	Iteration 25Q: 3 clusters Score -105111.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105112.992188 Penalty: 3392.380371
	Iteration 26Q: 3 clusters Score -105113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105117.945312 Penalty: 3392.380371
	Iteration 27Q: 3 clusters Score -105117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105123.882812 Penalty: 3392.380371
	Iteration 28Q: 3 clusters Score -105123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105125.242188 Penalty: 3392.380371
	Iteration 29Q: 3 clusters Score -105125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105125.242188 Penalty: 3392.380371
	Iteration 30F: 3 clusters Score -105125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (190280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190280 members 
Entering Unmasked Estep 
Score: -23497518.000000 Penalty: 3014.750488
	Iteration 0F: 2 clusters Score -2.349752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95273 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -23379290.000000 Penalty: 6029.500977
	Iteration 0F: 3 clusters Score -2.337929e+07 nChanged 90975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 94576 members 
Entering Unmasked Estep 
Score: -23432702.000000 Penalty: 6029.500977
	Iteration 1F: 3 clusters Score -2.34327e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 93760 members 
Entering Unmasked Estep 
Score: -23433858.000000 Penalty: 6029.500977
	Iteration 2Q: 3 clusters Score -2.343386e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 92490 members 
Entering Unmasked Estep 
Score: -23435134.000000 Penalty: 6029.500977
	Iteration 3Q: 3 clusters Score -2.343513e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99581 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -23436736.000000 Penalty: 6029.500977
	Iteration 4Q: 3 clusters Score -2.343674e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102155 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -23438820.000000 Penalty: 6029.500977
	Iteration 5Q: 3 clusters Score -2.343882e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105799 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -23441554.000000 Penalty: 6029.500977
	Iteration 6Q: 3 clusters Score -2.344155e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -23445510.000000 Penalty: 6029.500977
	Iteration 7Q: 3 clusters Score -2.344551e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117448 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -23451094.000000 Penalty: 6029.500977
	Iteration 8F: 3 clusters Score -2.345109e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -23459026.000000 Penalty: 6029.500977
	Iteration 9F: 3 clusters Score -2.345903e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -23468068.000000 Penalty: 6029.500977
	Iteration 10F: 3 clusters Score -2.346807e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -23475912.000000 Penalty: 6029.500977
	Iteration 11F: 3 clusters Score -2.347591e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -23480998.000000 Penalty: 6029.500977
	Iteration 12Q: 3 clusters Score -2.3481e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -23483852.000000 Penalty: 6029.500977
	Iteration 13Q: 3 clusters Score -2.348385e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153281 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -23485748.000000 Penalty: 6029.500977
	Iteration 14Q: 3 clusters Score -2.348575e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -23487066.000000 Penalty: 6029.500977
	Iteration 15Q: 3 clusters Score -2.348707e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -23488122.000000 Penalty: 6029.500977
	Iteration 16Q: 3 clusters Score -2.348812e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -23489116.000000 Penalty: 6029.500977
	Iteration 17Q: 3 clusters Score -2.348912e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164806 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -23490100.000000 Penalty: 6029.500977
	Iteration 18Q: 3 clusters Score -2.34901e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -23490940.000000 Penalty: 6029.500977
	Iteration 19Q: 3 clusters Score -2.349094e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -23491728.000000 Penalty: 6029.500977
	Iteration 20F: 3 clusters Score -2.349173e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171514 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -23492262.000000 Penalty: 6029.500977
	Iteration 21Q: 3 clusters Score -2.349226e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -23492742.000000 Penalty: 6029.500977
	Iteration 22Q: 3 clusters Score -2.349274e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174912 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -23493320.000000 Penalty: 6029.500977
	Iteration 23Q: 3 clusters Score -2.349332e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176310 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -23493814.000000 Penalty: 6029.500977
	Iteration 24Q: 3 clusters Score -2.349381e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -23494136.000000 Penalty: 6029.500977
	Iteration 25Q: 3 clusters Score -2.349414e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178554 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -23494278.000000 Penalty: 6029.500977
	Iteration 26Q: 3 clusters Score -2.349428e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179439 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -23494530.000000 Penalty: 6029.500977
	Iteration 27Q: 3 clusters Score -2.349453e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -23494628.000000 Penalty: 6029.500977
	Iteration 28Q: 3 clusters Score -2.349463e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180806 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -23494620.000000 Penalty: 6029.500977
	Iteration 29Q: 3 clusters Score -2.349462e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181384 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -23494824.000000 Penalty: 6029.500977
	Iteration 30Q: 3 clusters Score -2.349482e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181918 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -23494976.000000 Penalty: 6029.500977
	Iteration 31Q: 3 clusters Score -2.349498e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182398 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -23494972.000000 Penalty: 6029.500977
	Iteration 32Q: 3 clusters Score -2.349497e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -23495038.000000 Penalty: 6029.500977
	Iteration 33Q: 3 clusters Score -2.349504e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -23495110.000000 Penalty: 6029.500977
	Iteration 34Q: 3 clusters Score -2.349511e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183436 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -23495140.000000 Penalty: 6029.500977
	Iteration 35Q: 3 clusters Score -2.349514e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183695 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -23495220.000000 Penalty: 6029.500977
	Iteration 36Q: 3 clusters Score -2.349522e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183910 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -23495244.000000 Penalty: 6029.500977
	Iteration 37Q: 3 clusters Score -2.349524e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -23495308.000000 Penalty: 6029.500977
	Iteration 38Q: 3 clusters Score -2.349531e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184285 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -23495370.000000 Penalty: 6029.500977
	Iteration 39Q: 3 clusters Score -2.349537e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184471 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -23495338.000000 Penalty: 6029.500977
	Iteration 40F: 3 clusters Score -2.349534e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -23495348.000000 Penalty: 6029.500977
	Iteration 41Q: 3 clusters Score -2.349535e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184750 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -23495390.000000 Penalty: 6029.500977
	Iteration 42Q: 3 clusters Score -2.349539e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184868 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -23495408.000000 Penalty: 6029.500977
	Iteration 43Q: 3 clusters Score -2.349541e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184989 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -23495428.000000 Penalty: 6029.500977
	Iteration 44Q: 3 clusters Score -2.349543e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185099 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -23495484.000000 Penalty: 6029.500977
	Iteration 45Q: 3 clusters Score -2.349548e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185194 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -23495500.000000 Penalty: 6029.500977
	Iteration 46Q: 3 clusters Score -2.34955e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185287 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -23495492.000000 Penalty: 6029.500977
	Iteration 47Q: 3 clusters Score -2.349549e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185351 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -23495518.000000 Penalty: 6029.500977
	Iteration 48Q: 3 clusters Score -2.349552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185418 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -23495504.000000 Penalty: 6029.500977
	Iteration 49Q: 3 clusters Score -2.34955e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185464 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -23495514.000000 Penalty: 6029.500977
	Iteration 50Q: 3 clusters Score -2.349551e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185496 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -23495534.000000 Penalty: 6029.500977
	Iteration 51Q: 3 clusters Score -2.349553e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185530 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -23495558.000000 Penalty: 6029.500977
	Iteration 52Q: 3 clusters Score -2.349556e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185569 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -23495540.000000 Penalty: 6029.500977
	Iteration 53Q: 3 clusters Score -2.349554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185612 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -23495584.000000 Penalty: 6029.500977
	Iteration 54Q: 3 clusters Score -2.349558e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185653 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -23495590.000000 Penalty: 6029.500977
	Iteration 55Q: 3 clusters Score -2.349559e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185686 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -23495600.000000 Penalty: 6029.500977
	Iteration 56Q: 3 clusters Score -2.34956e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185727 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -23495628.000000 Penalty: 6029.500977
	Iteration 57Q: 3 clusters Score -2.349563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185759 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -23495634.000000 Penalty: 6029.500977
	Iteration 58Q: 3 clusters Score -2.349563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185793 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -23495646.000000 Penalty: 6029.500977
	Iteration 59Q: 3 clusters Score -2.349565e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185821 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -23495672.000000 Penalty: 6029.500977
	Iteration 60F: 3 clusters Score -2.349567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185843 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -23495704.000000 Penalty: 6029.500977
	Iteration 61Q: 3 clusters Score -2.34957e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185875 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -23495684.000000 Penalty: 6029.500977
	Iteration 62Q: 3 clusters Score -2.349568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185891 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -23495692.000000 Penalty: 6029.500977
	Iteration 63Q: 3 clusters Score -2.349569e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185907 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -23495684.000000 Penalty: 6029.500977
	Iteration 64Q: 3 clusters Score -2.349568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185935 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -23495696.000000 Penalty: 6029.500977
	Iteration 65Q: 3 clusters Score -2.34957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -23495724.000000 Penalty: 6029.500977
	Iteration 66Q: 3 clusters Score -2.349572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186002 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -23495750.000000 Penalty: 6029.500977
	Iteration 67Q: 3 clusters Score -2.349575e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186038 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -23495726.000000 Penalty: 6029.500977
	Iteration 68Q: 3 clusters Score -2.349573e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -23495758.000000 Penalty: 6029.500977
	Iteration 69Q: 3 clusters Score -2.349576e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186095 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -23495782.000000 Penalty: 6029.500977
	Iteration 70Q: 3 clusters Score -2.349578e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -23495790.000000 Penalty: 6029.500977
	Iteration 71Q: 3 clusters Score -2.349579e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186128 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -23495774.000000 Penalty: 6029.500977
	Iteration 72Q: 3 clusters Score -2.349577e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186146 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -23495806.000000 Penalty: 6029.500977
	Iteration 73Q: 3 clusters Score -2.349581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -23495810.000000 Penalty: 6029.500977
	Iteration 74Q: 3 clusters Score -2.349581e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186182 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -23495796.000000 Penalty: 6029.500977
	Iteration 75Q: 3 clusters Score -2.34958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186208 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -23495836.000000 Penalty: 6029.500977
	Iteration 76Q: 3 clusters Score -2.349584e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186238 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -23495820.000000 Penalty: 6029.500977
	Iteration 77Q: 3 clusters Score -2.349582e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186272 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -23495826.000000 Penalty: 6029.500977
	Iteration 78Q: 3 clusters Score -2.349583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186315 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -23495884.000000 Penalty: 6029.500977
	Iteration 79Q: 3 clusters Score -2.349588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186343 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -23495858.000000 Penalty: 6029.500977
	Iteration 80F: 3 clusters Score -2.349586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186381 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -23495872.000000 Penalty: 6029.500977
	Iteration 81Q: 3 clusters Score -2.349587e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186410 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -23495880.000000 Penalty: 6029.500977
	Iteration 82Q: 3 clusters Score -2.349588e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186431 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -23495874.000000 Penalty: 6029.500977
	Iteration 83Q: 3 clusters Score -2.349587e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186458 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23495854.000000 Penalty: 6029.500977
	Iteration 84Q: 3 clusters Score -2.349585e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186474 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -23495894.000000 Penalty: 6029.500977
	Iteration 85Q: 3 clusters Score -2.349589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186491 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -23495880.000000 Penalty: 6029.500977
	Iteration 86Q: 3 clusters Score -2.349588e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186503 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -23495882.000000 Penalty: 6029.500977
	Iteration 87Q: 3 clusters Score -2.349588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -23495896.000000 Penalty: 6029.500977
	Iteration 88Q: 3 clusters Score -2.34959e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186558 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -23495918.000000 Penalty: 6029.500977
	Iteration 89Q: 3 clusters Score -2.349592e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186591 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -23495924.000000 Penalty: 6029.500977
	Iteration 90Q: 3 clusters Score -2.349592e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186621 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -23495914.000000 Penalty: 6029.500977
	Iteration 91Q: 3 clusters Score -2.349591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186649 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -23495940.000000 Penalty: 6029.500977
	Iteration 92Q: 3 clusters Score -2.349594e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186677 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -23495950.000000 Penalty: 6029.500977
	Iteration 93Q: 3 clusters Score -2.349595e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186699 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -23495978.000000 Penalty: 6029.500977
	Iteration 94Q: 3 clusters Score -2.349598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186715 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -23495988.000000 Penalty: 6029.500977
	Iteration 95Q: 3 clusters Score -2.349599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -23496012.000000 Penalty: 6029.500977
	Iteration 96Q: 3 clusters Score -2.349601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186744 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -23496010.000000 Penalty: 6029.500977
	Iteration 97Q: 3 clusters Score -2.349601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186756 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -23496016.000000 Penalty: 6029.500977
	Iteration 98Q: 3 clusters Score -2.349602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186768 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -23496028.000000 Penalty: 6029.500977
	Iteration 99Q: 3 clusters Score -2.349603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -23496034.000000 Penalty: 6029.500977
	Iteration 100F: 3 clusters Score -2.349603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186788 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -23496048.000000 Penalty: 6029.500977
	Iteration 101Q: 3 clusters Score -2.349605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186791 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -23496066.000000 Penalty: 6029.500977
	Iteration 102Q: 3 clusters Score -2.349607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -23496048.000000 Penalty: 6029.500977
	Iteration 103Q: 3 clusters Score -2.349605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186797 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -23496066.000000 Penalty: 6029.500977
	Iteration 104Q: 3 clusters Score -2.349607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186799 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -23496044.000000 Penalty: 6029.500977
	Iteration 105Q: 3 clusters Score -2.349604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -23496048.000000 Penalty: 6029.500977
	Iteration 106Q: 3 clusters Score -2.349605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186803 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -23496054.000000 Penalty: 6029.500977
	Iteration 107Q: 3 clusters Score -2.349605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186809 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -23496062.000000 Penalty: 6029.500977
	Iteration 108Q: 3 clusters Score -2.349606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186812 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23496070.000000 Penalty: 6029.500977
	Iteration 109Q: 3 clusters Score -2.349607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -23496060.000000 Penalty: 6029.500977
	Iteration 110Q: 3 clusters Score -2.349606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -23496052.000000 Penalty: 6029.500977
	Iteration 111Q: 3 clusters Score -2.349605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -23496062.000000 Penalty: 6029.500977
	Iteration 112Q: 3 clusters Score -2.349606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -23496062.000000 Penalty: 6029.500977
	Iteration 113Q: 3 clusters Score -2.349606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186814 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -23496050.000000 Penalty: 6029.500977
	Iteration 114Q: 3 clusters Score -2.349605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -23496058.000000 Penalty: 6029.500977
	Iteration 115Q: 3 clusters Score -2.349606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -23496058.000000 Penalty: 6029.500977
	Iteration 116Q: 3 clusters Score -2.349606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -23496060.000000 Penalty: 6029.500977
	Iteration 117Q: 3 clusters Score -2.349606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -23496060.000000 Penalty: 6029.500977
	Iteration 118Q: 3 clusters Score -2.349606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186816 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -23496072.000000 Penalty: 6029.500977
	Iteration 119Q: 3 clusters Score -2.349607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186818 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -23496086.000000 Penalty: 6029.500977
	Iteration 120F: 3 clusters Score -2.349609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -23496086.000000 Penalty: 6029.500977
	Iteration 121Q: 3 clusters Score -2.349609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -23496076.000000 Penalty: 6029.500977
	Iteration 122Q: 3 clusters Score -2.349608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -23496072.000000 Penalty: 6029.500977
	Iteration 123Q: 3 clusters Score -2.349607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186824 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -23496074.000000 Penalty: 6029.500977
	Iteration 124Q: 3 clusters Score -2.349607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -23496068.000000 Penalty: 6029.500977
	Iteration 125Q: 3 clusters Score -2.349607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -23496076.000000 Penalty: 6029.500977
	Iteration 126Q: 3 clusters Score -2.349608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -23496076.000000 Penalty: 6029.500977
	Iteration 127F: 3 clusters Score -2.349608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (65968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Entering Unmasked Estep 
Score: -8164930.000000 Penalty: 2752.037354
	Iteration 0F: 2 clusters Score -8164930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8120657.000000 Penalty: 5504.074707
	Iteration 0F: 3 clusters Score -8120657 nChanged 30826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8138086.500000 Penalty: 5504.074707
	Iteration 1F: 3 clusters Score -8138086 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -8139027.500000 Penalty: 5504.074707
	Iteration 2Q: 3 clusters Score -8139028 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -8140263.500000 Penalty: 5504.074707
	Iteration 3Q: 3 clusters Score -8140264 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -8141846.500000 Penalty: 5504.074707
	Iteration 4Q: 3 clusters Score -8141846 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -8143873.000000 Penalty: 5504.074707
	Iteration 5F: 3 clusters Score -8143873 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -8146410.000000 Penalty: 5504.074707
	Iteration 6F: 3 clusters Score -8146410 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -8149286.500000 Penalty: 5504.074707
	Iteration 7F: 3 clusters Score -8149286 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -8152245.500000 Penalty: 5504.074707
	Iteration 8F: 3 clusters Score -8152246 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -8154708.500000 Penalty: 5504.074707
	Iteration 9F: 3 clusters Score -8154708 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -8156083.000000 Penalty: 5504.074707
	Iteration 10Q: 3 clusters Score -8156083 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8156694.500000 Penalty: 5504.074707
	Iteration 11Q: 3 clusters Score -8156694 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -8157000.000000 Penalty: 5504.074707
	Iteration 12Q: 3 clusters Score -8157000 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -8157241.500000 Penalty: 5504.074707
	Iteration 13Q: 3 clusters Score -8157242 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -8157453.000000 Penalty: 5504.074707
	Iteration 14Q: 3 clusters Score -8157453 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -8157594.000000 Penalty: 5504.074707
	Iteration 15Q: 3 clusters Score -8157594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8157829.500000 Penalty: 5504.074707
	Iteration 16Q: 3 clusters Score -8157830 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8158013.000000 Penalty: 5504.074707
	Iteration 17Q: 3 clusters Score -8158013 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8158172.500000 Penalty: 5504.074707
	Iteration 18Q: 3 clusters Score -8158172 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8158316.000000 Penalty: 5504.074707
	Iteration 19Q: 3 clusters Score -8158316 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -8158423.000000 Penalty: 5504.074707
	Iteration 20F: 3 clusters Score -8158423 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8158607.500000 Penalty: 5504.074707
	Iteration 21Q: 3 clusters Score -8158608 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8158772.000000 Penalty: 5504.074707
	Iteration 22Q: 3 clusters Score -8158772 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -8158937.500000 Penalty: 5504.074707
	Iteration 23Q: 3 clusters Score -8158938 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -8159125.000000 Penalty: 5504.074707
	Iteration 24Q: 3 clusters Score -8159125 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -8159289.500000 Penalty: 5504.074707
	Iteration 25Q: 3 clusters Score -8159290 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -8159415.500000 Penalty: 5504.074707
	Iteration 26Q: 3 clusters Score -8159416 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -8159549.000000 Penalty: 5504.074707
	Iteration 27Q: 3 clusters Score -8159549 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -8159731.500000 Penalty: 5504.074707
	Iteration 28Q: 3 clusters Score -8159732 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -8159926.000000 Penalty: 5504.074707
	Iteration 29Q: 3 clusters Score -8159926 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -8160097.000000 Penalty: 5504.074707
	Iteration 30Q: 3 clusters Score -8160097 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -8160271.500000 Penalty: 5504.074707
	Iteration 31Q: 3 clusters Score -8160272 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -8160434.000000 Penalty: 5504.074707
	Iteration 32Q: 3 clusters Score -8160434 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -8160629.000000 Penalty: 5504.074707
	Iteration 33Q: 3 clusters Score -8160629 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -8160763.500000 Penalty: 5504.074707
	Iteration 34Q: 3 clusters Score -8160764 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -8160893.000000 Penalty: 5504.074707
	Iteration 35Q: 3 clusters Score -8160893 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -8161040.500000 Penalty: 5504.074707
	Iteration 36Q: 3 clusters Score -8161040 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -8161182.500000 Penalty: 5504.074707
	Iteration 37Q: 3 clusters Score -8161182 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -8161309.000000 Penalty: 5504.074707
	Iteration 38Q: 3 clusters Score -8161309 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
Score: -8161455.000000 Penalty: 5504.074707
	Iteration 39Q: 3 clusters Score -8161455 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -8161566.000000 Penalty: 5504.074707
	Iteration 40F: 3 clusters Score -8161566 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -8161683.000000 Penalty: 5504.074707
	Iteration 41Q: 3 clusters Score -8161683 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -8161852.500000 Penalty: 5504.074707
	Iteration 42Q: 3 clusters Score -8161852 nChanged 381
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Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 59062 members 
Entering Unmasked Estep 
Score: -8161913.500000 Penalty: 5504.074707
	Iteration 43Q: 3 clusters Score -8161914 nChanged 351
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Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -8161987.000000 Penalty: 5504.074707
	Iteration 44Q: 3 clusters Score -8161987 nChanged 344
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Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -8162092.000000 Penalty: 5504.074707
	Iteration 45Q: 3 clusters Score -8162092 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -8162170.500000 Penalty: 5504.074707
	Iteration 46Q: 3 clusters Score -8162170 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -8162234.500000 Penalty: 5504.074707
	Iteration 47Q: 3 clusters Score -8162234 nChanged 291
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Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -8162336.500000 Penalty: 5504.074707
	Iteration 48Q: 3 clusters Score -8162336 nChanged 261
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -8162402.500000 Penalty: 5504.074707
	Iteration 49Q: 3 clusters Score -8162402 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8162482 nChanged 215
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -8162542.000000 Penalty: 5504.074707
	Iteration 51Q: 3 clusters Score -8162542 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -8162589.500000 Penalty: 5504.074707
	Iteration 52Q: 3 clusters Score -8162590 nChanged 173
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Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -8162628.000000 Penalty: 5504.074707
	Iteration 53Q: 3 clusters Score -8162628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8162666 nChanged 154
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -8162733.000000 Penalty: 5504.074707
	Iteration 55Q: 3 clusters Score -8162733 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8162781 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -8162802.500000 Penalty: 5504.074707
	Iteration 57Q: 3 clusters Score -8162802 nChanged 127
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Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8162822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8162860 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -8162918.500000 Penalty: 5504.074707
	Iteration 60F: 3 clusters Score -8162918 nChanged 96
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Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8162922 nChanged 96
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Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8162961 nChanged 84
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8162975 nChanged 67
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Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8163000 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -8163004.000000 Penalty: 5504.074707
	Iteration 65Q: 3 clusters Score -8163004 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -8163002.500000 Penalty: 5504.074707
	Iteration 66Q: 3 clusters Score -8163002 nChanged 45
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Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8163008 nChanged 51
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -8163011.000000 Penalty: 5504.074707
	Iteration 68Q: 3 clusters Score -8163011 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -8163031.000000 Penalty: 5504.074707
	Iteration 69Q: 3 clusters Score -8163031 nChanged 30
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Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -8163028.000000 Penalty: 5504.074707
	Iteration 70Q: 3 clusters Score -8163028 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -8163035.500000 Penalty: 5504.074707
	Iteration 71Q: 3 clusters Score -8163036 nChanged 23
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -8163029.500000 Penalty: 5504.074707
	Iteration 72Q: 3 clusters Score -8163030 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -8163033.500000 Penalty: 5504.074707
	Iteration 73Q: 3 clusters Score -8163034 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8163037 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -8163041.000000 Penalty: 5504.074707
	Iteration 75Q: 3 clusters Score -8163041 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -8163052.000000 Penalty: 5504.074707
	Iteration 76Q: 3 clusters Score -8163052 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -8163054.000000 Penalty: 5504.074707
	Iteration 77Q: 3 clusters Score -8163054 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -8163060.500000 Penalty: 5504.074707
	Iteration 78Q: 3 clusters Score -8163060 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 63523 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8163058 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8163054 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2437 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8163058 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8163055 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -8163062.000000 Penalty: 5504.074707
	Iteration 83Q: 3 clusters Score -8163062 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2420 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8163057 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 63558 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8163062 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -8163077.500000 Penalty: 5504.074707
	Iteration 86Q: 3 clusters Score -8163078 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2382 members 
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Entering Unmasked Estep 
Score: -8163088.500000 Penalty: 5504.074707
	Iteration 87Q: 3 clusters Score -8163088 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8163095 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -8163092.000000 Penalty: 5504.074707
	Iteration 89Q: 3 clusters Score -8163092 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -8163093.500000 Penalty: 5504.074707
	Iteration 90Q: 3 clusters Score -8163094 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -8163104.000000 Penalty: 5504.074707
	Iteration 91Q: 3 clusters Score -8163104 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2313 members 
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Entering Unmasked Estep 
Score: -8163097.500000 Penalty: 5504.074707
	Iteration 92Q: 3 clusters Score -8163098 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8163098 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2300 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8163098 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 63673 members 
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	Iteration 95Q: 3 clusters Score -8163098 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63676 members 
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	Iteration 96Q: 3 clusters Score -8163095 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8163096 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8163088 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8163087 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8163087 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8163088 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8163084 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8163087 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8163104 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8163099 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2225 members 
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	Iteration 106Q: 3 clusters Score -8163096 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8163094 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8163100 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -8163106.500000 Penalty: 5504.074707
	Iteration 109Q: 3 clusters Score -8163106 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8163114 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8163116 nChanged 4
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Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -8163123.000000 Penalty: 5504.074707
	Iteration 112Q: 3 clusters Score -8163123 nChanged 1
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Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8163124 nChanged 3
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Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8163115 nChanged 4
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Mstep: Class 1 contains 2155 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8163114 nChanged 6
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Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8163114 nChanged 9
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Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8163115 nChanged 10
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8163105 nChanged 9
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Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8163099 nChanged 5
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8163100 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8163100 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -8163091.500000 Penalty: 5504.074707
	Iteration 122Q: 3 clusters Score -8163092 nChanged 3
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Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8163096 nChanged 5
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Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8163100 nChanged 7
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Mstep: Class 1 contains 2096 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8163105 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8163113 nChanged 3
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Entering Unmasked Estep 
Score: -8163109.500000 Penalty: 5504.074707
	Iteration 127Q: 3 clusters Score -8163110 nChanged 5
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Mstep: Class 1 contains 2079 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8163110 nChanged 4
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8163108 nChanged 4
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Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -8163111.000000 Penalty: 5504.074707
	Iteration 130Q: 3 clusters Score -8163111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 63900 members 
Entering Unmasked Estep 
Score: -8163111.500000 Penalty: 5504.074707
	Iteration 131Q: 3 clusters Score -8163112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -8163114.500000 Penalty: 5504.074707
	Iteration 132Q: 3 clusters Score -8163114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -8163115.000000 Penalty: 5504.074707
	Iteration 133Q: 3 clusters Score -8163115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -8163123.000000 Penalty: 5504.074707
	Iteration 134Q: 3 clusters Score -8163123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -8163125.000000 Penalty: 5504.074707
	Iteration 135Q: 3 clusters Score -8163125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -8163118.000000 Penalty: 5504.074707
	Iteration 136Q: 3 clusters Score -8163118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -8163130.500000 Penalty: 5504.074707
	Iteration 137Q: 3 clusters Score -8163130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -8163124.000000 Penalty: 5504.074707
	Iteration 138Q: 3 clusters Score -8163124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -8163130.000000 Penalty: 5504.074707
	Iteration 139Q: 3 clusters Score -8163130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 63945 members 
Entering Unmasked Estep 
Score: -8163132.500000 Penalty: 5504.074707
	Iteration 140F: 3 clusters Score -8163132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -8163136.000000 Penalty: 5504.074707
	Iteration 141Q: 3 clusters Score -8163136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -8163129.000000 Penalty: 5504.074707
	Iteration 142Q: 3 clusters Score -8163129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -8163134.500000 Penalty: 5504.074707
	Iteration 143Q: 3 clusters Score -8163134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8163132.500000 Penalty: 5504.074707
	Iteration 144Q: 3 clusters Score -8163132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -8163131.500000 Penalty: 5504.074707
	Iteration 145Q: 3 clusters Score -8163132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -8163134.000000 Penalty: 5504.074707
	Iteration 146Q: 3 clusters Score -8163134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -8163133.000000 Penalty: 5504.074707
	Iteration 147Q: 3 clusters Score -8163133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -8163140.500000 Penalty: 5504.074707
	Iteration 148Q: 3 clusters Score -8163140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -8163145.000000 Penalty: 5504.074707
	Iteration 149Q: 3 clusters Score -8163145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -8163141.000000 Penalty: 5504.074707
	Iteration 150Q: 3 clusters Score -8163141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -8163146.500000 Penalty: 5504.074707
	Iteration 151Q: 3 clusters Score -8163146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -8163145.000000 Penalty: 5504.074707
	Iteration 152Q: 3 clusters Score -8163145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -8163147.000000 Penalty: 5504.074707
	Iteration 153Q: 3 clusters Score -8163147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -8163144.000000 Penalty: 5504.074707
	Iteration 154Q: 3 clusters Score -8163144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -8163143.000000 Penalty: 5504.074707
	Iteration 155Q: 3 clusters Score -8163143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -8163143.000000 Penalty: 5504.074707
	Iteration 156F: 3 clusters Score -8163143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Entering Unmasked Estep 
Score: -5427280.500000 Penalty: 2650.557373
	Iteration 0F: 2 clusters Score -5427280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5397629.000000 Penalty: 5301.114746
	Iteration 0F: 3 clusters Score -5397629 nChanged 20252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5408714.500000 Penalty: 5301.114746
	Iteration 1F: 3 clusters Score -5408714 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -5409430.000000 Penalty: 5301.114746
	Iteration 2Q: 3 clusters Score -5409430 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5410250.500000 Penalty: 5301.114746
	Iteration 3Q: 3 clusters Score -5410250 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5411330.000000 Penalty: 5301.114746
	Iteration 4F: 3 clusters Score -5411330 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5412905.000000 Penalty: 5301.114746
	Iteration 5F: 3 clusters Score -5412905 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -5415389.500000 Penalty: 5301.114746
	Iteration 6F: 3 clusters Score -5415390 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5418694.500000 Penalty: 5301.114746
	Iteration 7F: 3 clusters Score -5418694 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5421866.500000 Penalty: 5301.114746
	Iteration 8F: 3 clusters Score -5421866 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5423961.500000 Penalty: 5301.114746
	Iteration 9Q: 3 clusters Score -5423962 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5425042.500000 Penalty: 5301.114746
	Iteration 10Q: 3 clusters Score -5425042 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5425475.500000 Penalty: 5301.114746
	Iteration 11Q: 3 clusters Score -5425476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5425673.500000 Penalty: 5301.114746
	Iteration 12Q: 3 clusters Score -5425674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5425781.000000 Penalty: 5301.114746
	Iteration 13Q: 3 clusters Score -5425781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5425817.500000 Penalty: 5301.114746
	Iteration 14Q: 3 clusters Score -5425818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5425854.000000 Penalty: 5301.114746
	Iteration 15Q: 3 clusters Score -5425854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5425872.500000 Penalty: 5301.114746
	Iteration 16Q: 3 clusters Score -5425872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -5425886.000000 Penalty: 5301.114746
	Iteration 17Q: 3 clusters Score -5425886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5425891.000000 Penalty: 5301.114746
	Iteration 18Q: 3 clusters Score -5425891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5425906.500000 Penalty: 5301.114746
	Iteration 19Q: 3 clusters Score -5425906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5425917.500000 Penalty: 5301.114746
	Iteration 20F: 3 clusters Score -5425918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5425933.000000 Penalty: 5301.114746
	Iteration 21Q: 3 clusters Score -5425933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5425925.000000 Penalty: 5301.114746
	Iteration 22Q: 3 clusters Score -5425925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5425929.000000 Penalty: 5301.114746
	Iteration 23Q: 3 clusters Score -5425929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5425929.000000 Penalty: 5301.114746
	Iteration 24F: 3 clusters Score -5425929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -501898.031250 Penalty: 2059.821289
	Iteration 0F: 2 clusters Score -501898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -497978.312500 Penalty: 4119.642578
	Iteration 0F: 3 clusters Score -497978.3 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -498845.562500 Penalty: 4119.642578
	Iteration 1F: 3 clusters Score -498845.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -499066.656250 Penalty: 4119.642578
	Iteration 2F: 3 clusters Score -499066.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -499242.187500 Penalty: 4119.642578
	Iteration 3F: 3 clusters Score -499242.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -499420.000000 Penalty: 4119.642578
	Iteration 4F: 3 clusters Score -499420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -499685.125000 Penalty: 4119.642578
	Iteration 5F: 3 clusters Score -499685.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -500025.218750 Penalty: 4119.642578
	Iteration 6F: 3 clusters Score -500025.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -500365.968750 Penalty: 4119.642578
	Iteration 7F: 3 clusters Score -500366 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -500622.687500 Penalty: 4119.642578
	Iteration 8F: 3 clusters Score -500622.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -500841.562500 Penalty: 4119.642578
	Iteration 9F: 3 clusters Score -500841.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -500966.781250 Penalty: 4119.642578
	Iteration 10Q: 3 clusters Score -500966.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -501034.625000 Penalty: 4119.642578
	Iteration 11Q: 3 clusters Score -501034.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -501084.843750 Penalty: 4119.642578
	Iteration 12Q: 3 clusters Score -501084.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -501133.625000 Penalty: 4119.642578
	Iteration 13Q: 3 clusters Score -501133.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -501163.031250 Penalty: 4119.642578
	Iteration 14Q: 3 clusters Score -501163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -501183.968750 Penalty: 4119.642578
	Iteration 15Q: 3 clusters Score -501184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -501200.093750 Penalty: 4119.642578
	Iteration 16Q: 3 clusters Score -501200.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -501214.875000 Penalty: 4119.642578
	Iteration 17Q: 3 clusters Score -501214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -501219.750000 Penalty: 4119.642578
	Iteration 18Q: 3 clusters Score -501219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -501222.656250 Penalty: 4119.642578
	Iteration 19Q: 3 clusters Score -501222.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -501226.375000 Penalty: 4119.642578
	Iteration 20F: 3 clusters Score -501226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -501228.656250 Penalty: 4119.642578
	Iteration 21Q: 3 clusters Score -501228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -501229.406250 Penalty: 4119.642578
	Iteration 22Q: 3 clusters Score -501229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -501230.781250 Penalty: 4119.642578
	Iteration 23Q: 3 clusters Score -501230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -501230.781250 Penalty: 4119.642578
	Iteration 24F: 3 clusters Score -501230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Entering Unmasked Estep 
Score: -795340.125000 Penalty: 2189.539062
	Iteration 0F: 2 clusters Score -795340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -789700.750000 Penalty: 4379.078125
	Iteration 0F: 3 clusters Score -789700.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -791211.375000 Penalty: 4379.078125
	Iteration 1F: 3 clusters Score -791211.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -791491.687500 Penalty: 4379.078125
	Iteration 2F: 3 clusters Score -791491.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -791675.062500 Penalty: 4379.078125
	Iteration 3F: 3 clusters Score -791675.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -791855.625000 Penalty: 4379.078125
	Iteration 4Q: 3 clusters Score -791855.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -792034.750000 Penalty: 4379.078125
	Iteration 5Q: 3 clusters Score -792034.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -792184.250000 Penalty: 4379.078125
	Iteration 6Q: 3 clusters Score -792184.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -792351.187500 Penalty: 4379.078125
	Iteration 7Q: 3 clusters Score -792351.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -792522.250000 Penalty: 4379.078125
	Iteration 8Q: 3 clusters Score -792522.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -792700.750000 Penalty: 4379.078125
	Iteration 9Q: 3 clusters Score -792700.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -792867.562500 Penalty: 4379.078125
	Iteration 10Q: 3 clusters Score -792867.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -793031.062500 Penalty: 4379.078125
	Iteration 11Q: 3 clusters Score -793031.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -793188.687500 Penalty: 4379.078125
	Iteration 12Q: 3 clusters Score -793188.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -793330.562500 Penalty: 4379.078125
	Iteration 13Q: 3 clusters Score -793330.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -793452.437500 Penalty: 4379.078125
	Iteration 14Q: 3 clusters Score -793452.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -793571.375000 Penalty: 4379.078125
	Iteration 15Q: 3 clusters Score -793571.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -793687.937500 Penalty: 4379.078125
	Iteration 16Q: 3 clusters Score -793687.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -793796.312500 Penalty: 4379.078125
	Iteration 17Q: 3 clusters Score -793796.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -793896.500000 Penalty: 4379.078125
	Iteration 18Q: 3 clusters Score -793896.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -793977.562500 Penalty: 4379.078125
	Iteration 19Q: 3 clusters Score -793977.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -794042.187500 Penalty: 4379.078125
	Iteration 20F: 3 clusters Score -794042.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -794099.000000 Penalty: 4379.078125
	Iteration 21Q: 3 clusters Score -794099 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -794139.375000 Penalty: 4379.078125
	Iteration 22Q: 3 clusters Score -794139.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -794171.625000 Penalty: 4379.078125
	Iteration 23Q: 3 clusters Score -794171.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -794198.187500 Penalty: 4379.078125
	Iteration 24Q: 3 clusters Score -794198.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -794214.687500 Penalty: 4379.078125
	Iteration 25Q: 3 clusters Score -794214.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -794229.062500 Penalty: 4379.078125
	Iteration 26Q: 3 clusters Score -794229.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -794234.937500 Penalty: 4379.078125
	Iteration 27Q: 3 clusters Score -794234.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -794246.500000 Penalty: 4379.078125
	Iteration 28Q: 3 clusters Score -794246.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -794253.187500 Penalty: 4379.078125
	Iteration 29Q: 3 clusters Score -794253.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -794261.875000 Penalty: 4379.078125
	Iteration 30Q: 3 clusters Score -794261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -794267.625000 Penalty: 4379.078125
	Iteration 31Q: 3 clusters Score -794267.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -794271.687500 Penalty: 4379.078125
	Iteration 32Q: 3 clusters Score -794271.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -794270.875000 Penalty: 4379.078125
	Iteration 33Q: 3 clusters Score -794270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -794272.000000 Penalty: 4379.078125
	Iteration 34Q: 3 clusters Score -794272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -794273.062500 Penalty: 4379.078125
	Iteration 35Q: 3 clusters Score -794273.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -794275.625000 Penalty: 4379.078125
	Iteration 36Q: 3 clusters Score -794275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -794275.500000 Penalty: 4379.078125
	Iteration 37Q: 3 clusters Score -794275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -794275.500000 Penalty: 4379.078125
	Iteration 38F: 3 clusters Score -794275.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -253476.468750 Penalty: 1898.771606
	Iteration 0F: 2 clusters Score -253476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -250791.203125 Penalty: 3797.543213
	Iteration 0F: 3 clusters Score -250791.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -251276.609375 Penalty: 3797.543213
	Iteration 1F: 3 clusters Score -251276.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -251402.843750 Penalty: 3797.543213
	Iteration 2F: 3 clusters Score -251402.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -251475.531250 Penalty: 3797.543213
	Iteration 3Q: 3 clusters Score -251475.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -251527.421875 Penalty: 3797.543213
	Iteration 4Q: 3 clusters Score -251527.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -251568.796875 Penalty: 3797.543213
	Iteration 5Q: 3 clusters Score -251568.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251606.921875 Penalty: 3797.543213
	Iteration 6Q: 3 clusters Score -251606.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -251627.171875 Penalty: 3797.543213
	Iteration 7Q: 3 clusters Score -251627.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -251641.656250 Penalty: 3797.543213
	Iteration 8Q: 3 clusters Score -251641.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -251657.656250 Penalty: 3797.543213
	Iteration 9Q: 3 clusters Score -251657.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251672.453125 Penalty: 3797.543213
	Iteration 10Q: 3 clusters Score -251672.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -251683.812500 Penalty: 3797.543213
	Iteration 11Q: 3 clusters Score -251683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -251700.937500 Penalty: 3797.543213
	Iteration 12Q: 3 clusters Score -251700.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -251721.078125 Penalty: 3797.543213
	Iteration 13Q: 3 clusters Score -251721.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -251741.421875 Penalty: 3797.543213
	Iteration 14Q: 3 clusters Score -251741.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251748.875000 Penalty: 3797.543213
	Iteration 15Q: 3 clusters Score -251748.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -251754.468750 Penalty: 3797.543213
	Iteration 16Q: 3 clusters Score -251754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -251762.968750 Penalty: 3797.543213
	Iteration 17Q: 3 clusters Score -251763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -251775.578125 Penalty: 3797.543213
	Iteration 18Q: 3 clusters Score -251775.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -251791.328125 Penalty: 3797.543213
	Iteration 19Q: 3 clusters Score -251791.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -251809.640625 Penalty: 3797.543213
	Iteration 20F: 3 clusters Score -251809.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -251828.140625 Penalty: 3797.543213
	Iteration 21Q: 3 clusters Score -251828.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -251850.484375 Penalty: 3797.543213
	Iteration 22Q: 3 clusters Score -251850.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -251867.734375 Penalty: 3797.543213
	Iteration 23Q: 3 clusters Score -251867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -251878.109375 Penalty: 3797.543213
	Iteration 24Q: 3 clusters Score -251878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -251884.437500 Penalty: 3797.543213
	Iteration 25Q: 3 clusters Score -251884.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -251891.281250 Penalty: 3797.543213
	Iteration 26Q: 3 clusters Score -251891.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -251898.625000 Penalty: 3797.543213
	Iteration 27Q: 3 clusters Score -251898.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -251907.953125 Penalty: 3797.543213
	Iteration 28Q: 3 clusters Score -251908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -251912.593750 Penalty: 3797.543213
	Iteration 29Q: 3 clusters Score -251912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -251916.218750 Penalty: 3797.543213
	Iteration 30Q: 3 clusters Score -251916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -251916.812500 Penalty: 3797.543213
	Iteration 31Q: 3 clusters Score -251916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -251917.781250 Penalty: 3797.543213
	Iteration 32Q: 3 clusters Score -251917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -251917.781250 Penalty: 3797.543213
	Iteration 33F: 3 clusters Score -251917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161992 members 
Entering Unmasked Estep 
Score: -19965198.000000 Penalty: 2974.834961
	Iteration 0F: 2 clusters Score -1.99652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -19857062.000000 Penalty: 5949.669922
	Iteration 0F: 3 clusters Score -1.985706e+07 nChanged 77598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 80141 members 
Entering Unmasked Estep 
Score: -19901426.000000 Penalty: 5949.669922
	Iteration 1F: 3 clusters Score -1.990143e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -19902530.000000 Penalty: 5949.669922
	Iteration 2Q: 3 clusters Score -1.990253e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -19903556.000000 Penalty: 5949.669922
	Iteration 3Q: 3 clusters Score -1.990356e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -19904688.000000 Penalty: 5949.669922
	Iteration 4Q: 3 clusters Score -1.990469e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87858 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -19906498.000000 Penalty: 5949.669922
	Iteration 5Q: 3 clusters Score -1.99065e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -19909434.000000 Penalty: 5949.669922
	Iteration 6Q: 3 clusters Score -1.990943e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97249 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -19914218.000000 Penalty: 5949.669922
	Iteration 7F: 3 clusters Score -1.991422e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -19921560.000000 Penalty: 5949.669922
	Iteration 8F: 3 clusters Score -1.992156e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110757 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -19930804.000000 Penalty: 5949.669922
	Iteration 9F: 3 clusters Score -1.99308e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116209 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -19938628.000000 Penalty: 5949.669922
	Iteration 10F: 3 clusters Score -1.993863e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -19943136.000000 Penalty: 5949.669922
	Iteration 11Q: 3 clusters Score -1.994314e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -19945362.000000 Penalty: 5949.669922
	Iteration 12Q: 3 clusters Score -1.994536e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125516 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -19946896.000000 Penalty: 5949.669922
	Iteration 13Q: 3 clusters Score -1.99469e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128357 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -19948568.000000 Penalty: 5949.669922
	Iteration 14Q: 3 clusters Score -1.994857e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -19950254.000000 Penalty: 5949.669922
	Iteration 15Q: 3 clusters Score -1.995025e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -19951616.000000 Penalty: 5949.669922
	Iteration 16Q: 3 clusters Score -1.995162e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -19952972.000000 Penalty: 5949.669922
	Iteration 17Q: 3 clusters Score -1.995297e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137819 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -19954194.000000 Penalty: 5949.669922
	Iteration 18Q: 3 clusters Score -1.995419e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139613 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -19955132.000000 Penalty: 5949.669922
	Iteration 19Q: 3 clusters Score -1.995513e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -19956080.000000 Penalty: 5949.669922
	Iteration 20F: 3 clusters Score -1.995608e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -19956836.000000 Penalty: 5949.669922
	Iteration 21Q: 3 clusters Score -1.995684e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144126 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -19957438.000000 Penalty: 5949.669922
	Iteration 22Q: 3 clusters Score -1.995744e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -19957930.000000 Penalty: 5949.669922
	Iteration 23Q: 3 clusters Score -1.995793e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146417 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -19958396.000000 Penalty: 5949.669922
	Iteration 24Q: 3 clusters Score -1.99584e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -19958858.000000 Penalty: 5949.669922
	Iteration 25Q: 3 clusters Score -1.995886e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148279 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -19959298.000000 Penalty: 5949.669922
	Iteration 26Q: 3 clusters Score -1.99593e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1.995949e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.995979e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150732 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.996001e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151433 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1.996025e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1.996048e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1.996057e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153235 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1.996069e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.996089e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -19961062.000000 Penalty: 5949.669922
	Iteration 35Q: 3 clusters Score -1.996106e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -19961198.000000 Penalty: 5949.669922
	Iteration 36Q: 3 clusters Score -1.99612e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.99613e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155333 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -19961416.000000 Penalty: 5949.669922
	Iteration 38Q: 3 clusters Score -1.996142e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155688 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.996148e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -19961620.000000 Penalty: 5949.669922
	Iteration 40F: 3 clusters Score -1.996162e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156359 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.99617e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156649 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.996178e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -19961888.000000 Penalty: 5949.669922
	Iteration 43Q: 3 clusters Score -1.996189e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -19961934.000000 Penalty: 5949.669922
	Iteration 44Q: 3 clusters Score -1.996193e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157417 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -19961988.000000 Penalty: 5949.669922
	Iteration 45Q: 3 clusters Score -1.996199e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -19962028.000000 Penalty: 5949.669922
	Iteration 46Q: 3 clusters Score -1.996203e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157864 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.996209e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -19962162.000000 Penalty: 5949.669922
	Iteration 48Q: 3 clusters Score -1.996216e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -19962232.000000 Penalty: 5949.669922
	Iteration 49Q: 3 clusters Score -1.996223e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -19962266.000000 Penalty: 5949.669922
	Iteration 50Q: 3 clusters Score -1.996227e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -19962254.000000 Penalty: 5949.669922
	Iteration 51Q: 3 clusters Score -1.996225e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158675 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -19962268.000000 Penalty: 5949.669922
	Iteration 52Q: 3 clusters Score -1.996227e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -19962324.000000 Penalty: 5949.669922
	Iteration 53Q: 3 clusters Score -1.996232e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158890 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -19962340.000000 Penalty: 5949.669922
	Iteration 54Q: 3 clusters Score -1.996234e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158986 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -19962338.000000 Penalty: 5949.669922
	Iteration 55Q: 3 clusters Score -1.996234e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159078 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.996233e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159153 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.996234e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.996232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159277 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.996233e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19962298.000000 Penalty: 5949.669922
	Iteration 60F: 3 clusters Score -1.99623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -19962334.000000 Penalty: 5949.669922
	Iteration 61Q: 3 clusters Score -1.996233e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -19962348.000000 Penalty: 5949.669922
	Iteration 62Q: 3 clusters Score -1.996235e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -19962344.000000 Penalty: 5949.669922
	Iteration 63Q: 3 clusters Score -1.996234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -19962348.000000 Penalty: 5949.669922
	Iteration 64Q: 3 clusters Score -1.996235e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159547 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -19962386.000000 Penalty: 5949.669922
	Iteration 65Q: 3 clusters Score -1.996239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -19962410.000000 Penalty: 5949.669922
	Iteration 66Q: 3 clusters Score -1.996241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159600 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19962402.000000 Penalty: 5949.669922
	Iteration 67Q: 3 clusters Score -1.99624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -19962404.000000 Penalty: 5949.669922
	Iteration 68Q: 3 clusters Score -1.99624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -19962406.000000 Penalty: 5949.669922
	Iteration 69Q: 3 clusters Score -1.996241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.996238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.996239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19962392.000000 Penalty: 5949.669922
	Iteration 72Q: 3 clusters Score -1.996239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.996241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -19962406.000000 Penalty: 5949.669922
	Iteration 74Q: 3 clusters Score -1.996241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159753 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -19962422.000000 Penalty: 5949.669922
	Iteration 75Q: 3 clusters Score -1.996242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19962434.000000 Penalty: 5949.669922
	Iteration 76Q: 3 clusters Score -1.996243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -19962416.000000 Penalty: 5949.669922
	Iteration 77Q: 3 clusters Score -1.996242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159804 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -19962416.000000 Penalty: 5949.669922
	Iteration 78Q: 3 clusters Score -1.996242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -19962432.000000 Penalty: 5949.669922
	Iteration 79Q: 3 clusters Score -1.996243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -19962442.000000 Penalty: 5949.669922
	Iteration 80F: 3 clusters Score -1.996244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19962428.000000 Penalty: 5949.669922
	Iteration 81Q: 3 clusters Score -1.996243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159900 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -19962458.000000 Penalty: 5949.669922
	Iteration 82Q: 3 clusters Score -1.996246e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19962470.000000 Penalty: 5949.669922
	Iteration 83Q: 3 clusters Score -1.996247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159948 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19962458.000000 Penalty: 5949.669922
	Iteration 84Q: 3 clusters Score -1.996246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19962478.000000 Penalty: 5949.669922
	Iteration 85Q: 3 clusters Score -1.996248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159994 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19962482.000000 Penalty: 5949.669922
	Iteration 86Q: 3 clusters Score -1.996248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -19962496.000000 Penalty: 5949.669922
	Iteration 87Q: 3 clusters Score -1.99625e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19962514.000000 Penalty: 5949.669922
	Iteration 88Q: 3 clusters Score -1.996251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160056 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19962514.000000 Penalty: 5949.669922
	Iteration 89Q: 3 clusters Score -1.996251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160076 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -19962504.000000 Penalty: 5949.669922
	Iteration 90Q: 3 clusters Score -1.99625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -19962510.000000 Penalty: 5949.669922
	Iteration 91Q: 3 clusters Score -1.996251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -19962536.000000 Penalty: 5949.669922
	Iteration 92Q: 3 clusters Score -1.996254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160126 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19962502.000000 Penalty: 5949.669922
	Iteration 93Q: 3 clusters Score -1.99625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19962490.000000 Penalty: 5949.669922
	Iteration 94Q: 3 clusters Score -1.996249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19962492.000000 Penalty: 5949.669922
	Iteration 95Q: 3 clusters Score -1.996249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -19962486.000000 Penalty: 5949.669922
	Iteration 96Q: 3 clusters Score -1.996249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -19962474.000000 Penalty: 5949.669922
	Iteration 97Q: 3 clusters Score -1.996247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160193 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -19962476.000000 Penalty: 5949.669922
	Iteration 98Q: 3 clusters Score -1.996248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19962474.000000 Penalty: 5949.669922
	Iteration 99Q: 3 clusters Score -1.996247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160216 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19962490.000000 Penalty: 5949.669922
	Iteration 100F: 3 clusters Score -1.996249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -19962470.000000 Penalty: 5949.669922
	Iteration 101Q: 3 clusters Score -1.996247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19962484.000000 Penalty: 5949.669922
	Iteration 102Q: 3 clusters Score -1.996248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -19962480.000000 Penalty: 5949.669922
	Iteration 103Q: 3 clusters Score -1.996248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -19962478.000000 Penalty: 5949.669922
	Iteration 104Q: 3 clusters Score -1.996248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19962472.000000 Penalty: 5949.669922
	Iteration 105Q: 3 clusters Score -1.996247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19962472.000000 Penalty: 5949.669922
	Iteration 106Q: 3 clusters Score -1.996247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19962472.000000 Penalty: 5949.669922
	Iteration 107F: 3 clusters Score -1.996247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (181074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181074 members 
Entering Unmasked Estep 
Score: -22346604.000000 Penalty: 3002.451904
	Iteration 0F: 2 clusters Score -2.23466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -22230032.000000 Penalty: 6004.903809
	Iteration 0F: 3 clusters Score -2.223003e+07 nChanged 86762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -22280696.000000 Penalty: 6004.903809
	Iteration 1F: 3 clusters Score -2.22807e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94501 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -22281516.000000 Penalty: 6004.903809
	Iteration 2Q: 3 clusters Score -2.228152e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -22282184.000000 Penalty: 6004.903809
	Iteration 3Q: 3 clusters Score -2.228218e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -22283450.000000 Penalty: 6004.903809
	Iteration 4Q: 3 clusters Score -2.228345e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -22285884.000000 Penalty: 6004.903809
	Iteration 5Q: 3 clusters Score -2.228588e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114621 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -22290172.000000 Penalty: 6004.903809
	Iteration 6Q: 3 clusters Score -2.229017e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 54622 members 
Entering Unmasked Estep 
Score: -22298100.000000 Penalty: 6004.903809
	Iteration 7F: 3 clusters Score -2.22981e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141352 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -22310416.000000 Penalty: 6004.903809
	Iteration 8F: 3 clusters Score -2.231042e+07 nChanged 15545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -22325300.000000 Penalty: 6004.903809
	Iteration 9F: 3 clusters Score -2.23253e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -22336702.000000 Penalty: 6004.903809
	Iteration 10F: 3 clusters Score -2.23367e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177099 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -22341948.000000 Penalty: 6004.903809
	Iteration 11Q: 3 clusters Score -2.234195e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179859 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -22343472.000000 Penalty: 6004.903809
	Iteration 12Q: 3 clusters Score -2.234347e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22343764.000000 Penalty: 6004.903809
	Iteration 13Q: 3 clusters Score -2.234376e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180749 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22343874.000000 Penalty: 6004.903809
	Iteration 14Q: 3 clusters Score -2.234387e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180811 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22343906.000000 Penalty: 6004.903809
	Iteration 15Q: 3 clusters Score -2.234391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180823 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22343918.000000 Penalty: 6004.903809
	Iteration 16Q: 3 clusters Score -2.234392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180828 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22343940.000000 Penalty: 6004.903809
	Iteration 17Q: 3 clusters Score -2.234394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180833 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22343942.000000 Penalty: 6004.903809
	Iteration 18Q: 3 clusters Score -2.234394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180835 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22343952.000000 Penalty: 6004.903809
	Iteration 19Q: 3 clusters Score -2.234395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22343964.000000 Penalty: 6004.903809
	Iteration 20F: 3 clusters Score -2.234396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180836 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -22343964.000000 Penalty: 6004.903809
	Iteration 21Q: 3 clusters Score -2.234396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180839 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22343968.000000 Penalty: 6004.903809
	Iteration 22Q: 3 clusters Score -2.234397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180839 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -22343972.000000 Penalty: 6004.903809
	Iteration 23Q: 3 clusters Score -2.234397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180840 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22343966.000000 Penalty: 6004.903809
	Iteration 24Q: 3 clusters Score -2.234397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180843 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22343972.000000 Penalty: 6004.903809
	Iteration 25Q: 3 clusters Score -2.234397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180845 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22343980.000000 Penalty: 6004.903809
	Iteration 26Q: 3 clusters Score -2.234398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180847 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22343974.000000 Penalty: 6004.903809
	Iteration 27Q: 3 clusters Score -2.234397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -22343982.000000 Penalty: 6004.903809
	Iteration 28Q: 3 clusters Score -2.234398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180853 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22343976.000000 Penalty: 6004.903809
	Iteration 29Q: 3 clusters Score -2.234398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180855 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -22343974.000000 Penalty: 6004.903809
	Iteration 30Q: 3 clusters Score -2.234397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180857 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22343978.000000 Penalty: 6004.903809
	Iteration 31Q: 3 clusters Score -2.234398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22343996.000000 Penalty: 6004.903809
	Iteration 32Q: 3 clusters Score -2.2344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22343996.000000 Penalty: 6004.903809
	Iteration 33F: 3 clusters Score -2.2344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158159 members 
Entering Unmasked Estep 
Score: -19606858.000000 Penalty: 2968.896484
	Iteration 0F: 2 clusters Score -1.960686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -19502514.000000 Penalty: 5937.792969
	Iteration 0F: 3 clusters Score -1.950251e+07 nChanged 75252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -19546442.000000 Penalty: 5937.792969
	Iteration 1F: 3 clusters Score -1.954644e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72874 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -19547444.000000 Penalty: 5937.792969
	Iteration 2Q: 3 clusters Score -1.954744e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -19549340.000000 Penalty: 5937.792969
	Iteration 3Q: 3 clusters Score -1.954934e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -19552506.000000 Penalty: 5937.792969
	Iteration 4Q: 3 clusters Score -1.955251e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 104502 members 
Entering Unmasked Estep 
Score: -19558044.000000 Penalty: 5937.792969
	Iteration 5F: 3 clusters Score -1.955804e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -19567668.000000 Penalty: 5937.792969
	Iteration 6F: 3 clusters Score -1.956767e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -19580326.000000 Penalty: 5937.792969
	Iteration 7F: 3 clusters Score -1.958033e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 141491 members 
Entering Unmasked Estep 
Score: -19592026.000000 Penalty: 5937.792969
	Iteration 8F: 3 clusters Score -1.959203e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -19599084.000000 Penalty: 5937.792969
	Iteration 9Q: 3 clusters Score -1.959908e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -19602230.000000 Penalty: 5937.792969
	Iteration 10Q: 3 clusters Score -1.960223e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -19603512.000000 Penalty: 5937.792969
	Iteration 11Q: 3 clusters Score -1.960351e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -19604070.000000 Penalty: 5937.792969
	Iteration 12Q: 3 clusters Score -1.960407e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 155950 members 
Entering Unmasked Estep 
Score: -19604268.000000 Penalty: 5937.792969
	Iteration 13Q: 3 clusters Score -1.960427e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 156283 members 
Entering Unmasked Estep 
Score: -19604360.000000 Penalty: 5937.792969
	Iteration 14Q: 3 clusters Score -1.960436e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 156520 members 
Entering Unmasked Estep 
Score: -19604396.000000 Penalty: 5937.792969
	Iteration 15Q: 3 clusters Score -1.96044e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -19604476.000000 Penalty: 5937.792969
	Iteration 16Q: 3 clusters Score -1.960448e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -19604526.000000 Penalty: 5937.792969
	Iteration 17Q: 3 clusters Score -1.960453e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 156880 members 
Entering Unmasked Estep 
Score: -19604518.000000 Penalty: 5937.792969
	Iteration 18Q: 3 clusters Score -1.960452e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -19604516.000000 Penalty: 5937.792969
	Iteration 19Q: 3 clusters Score -1.960452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 156986 members 
Entering Unmasked Estep 
Score: -19604524.000000 Penalty: 5937.792969
	Iteration 20F: 3 clusters Score -1.960452e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -19604530.000000 Penalty: 5937.792969
	Iteration 21Q: 3 clusters Score -1.960453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -19604540.000000 Penalty: 5937.792969
	Iteration 22Q: 3 clusters Score -1.960454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 157078 members 
Entering Unmasked Estep 
Score: -19604558.000000 Penalty: 5937.792969
	Iteration 23Q: 3 clusters Score -1.960456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -19604552.000000 Penalty: 5937.792969
	Iteration 24Q: 3 clusters Score -1.960455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -19604558.000000 Penalty: 5937.792969
	Iteration 25Q: 3 clusters Score -1.960456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -19604564.000000 Penalty: 5937.792969
	Iteration 26Q: 3 clusters Score -1.960456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 157121 members 
Entering Unmasked Estep 
Score: -19604566.000000 Penalty: 5937.792969
	Iteration 27Q: 3 clusters Score -1.960457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 157134 members 
Entering Unmasked Estep 
Score: -19604574.000000 Penalty: 5937.792969
	Iteration 28Q: 3 clusters Score -1.960457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -19604574.000000 Penalty: 5937.792969
	Iteration 29Q: 3 clusters Score -1.960457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -19604562.000000 Penalty: 5937.792969
	Iteration 30Q: 3 clusters Score -1.960456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -19604574.000000 Penalty: 5937.792969
	Iteration 31Q: 3 clusters Score -1.960457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 157189 members 
Entering Unmasked Estep 
Score: -19604566.000000 Penalty: 5937.792969
	Iteration 32Q: 3 clusters Score -1.960457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 157198 members 
Entering Unmasked Estep 
Score: -19604570.000000 Penalty: 5937.792969
	Iteration 33Q: 3 clusters Score -1.960457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 157204 members 
Entering Unmasked Estep 
Score: -19604576.000000 Penalty: 5937.792969
	Iteration 34Q: 3 clusters Score -1.960458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -19604562.000000 Penalty: 5937.792969
	Iteration 35Q: 3 clusters Score -1.960456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -19604568.000000 Penalty: 5937.792969
	Iteration 36Q: 3 clusters Score -1.960457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -19604562.000000 Penalty: 5937.792969
	Iteration 37Q: 3 clusters Score -1.960456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -19604572.000000 Penalty: 5937.792969
	Iteration 38Q: 3 clusters Score -1.960457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -19604572.000000 Penalty: 5937.792969
	Iteration 39F: 3 clusters Score -1.960457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -112184.398438 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -112184.4 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 473 members 
Entering Unmasked Estep 
Score: -110231.070312 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -110231.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110535.750000 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -110535.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110664.398438 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -110664.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110754.585938 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -110754.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110810.445312 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -110810.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110855.117188 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -110855.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110912.484375 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -110912.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110973.664062 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -110973.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111123.320312 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -111123.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111314.296875 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -111314.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111455.914062 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -111455.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111569.039062 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -111569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111697.765625 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -111697.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111899.453125 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -111899.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -112162.421875 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -112162.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112226.023438 Penalty: 3433.631348
	Iteration 15Q: 3 clusters Score -112226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112252.617188 Penalty: 3433.631348
	Iteration 16Q: 3 clusters Score -112252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112264.093750 Penalty: 3433.631348
	Iteration 17Q: 3 clusters Score -112264.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112293.031250 Penalty: 3433.631348
	Iteration 18Q: 3 clusters Score -112293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -112325.765625 Penalty: 3433.631348
	Iteration 19Q: 3 clusters Score -112325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112337.796875 Penalty: 3433.631348
	Iteration 20F: 3 clusters Score -112337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112346.039062 Penalty: 3433.631348
	Iteration 21Q: 3 clusters Score -112346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112347.750000 Penalty: 3433.631348
	Iteration 22Q: 3 clusters Score -112347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112348.835938 Penalty: 3433.631348
	Iteration 23Q: 3 clusters Score -112348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112348.835938 Penalty: 3433.631348
	Iteration 24F: 3 clusters Score -112348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 88745 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 79766 members 
Mstep: Class 5 contains 77419 members 
Mstep: Class 6 contains 26567 members 
Mstep: Class 7 contains 157824 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190280 members 
Mstep: Class 13 contains 65968 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 161992 members 
Mstep: Class 19 contains 181074 members 
Mstep: Class 20 contains 158159 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 51822 members 
Mstep: Class 23 contains 77802 members 
Mstep: Class 24 contains 179670 members 
Mstep: Class 25 contains 11107 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19540 members 
Mstep: Class 29 contains 483 members 
Entering Unmasked Estep 
Score: -194719920.000000 Penalty: 102794.593750
Splitting cluster 21 changes total score from -194721312.000000 to -194719920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (51822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Entering Unmasked Estep 
Score: -6444908.000000 Penalty: 2692.181396
	Iteration 0F: 2 clusters Score -6444908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -6409859.500000 Penalty: 5384.362793
	Iteration 0F: 3 clusters Score -6409860 nChanged 23971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -6423006.000000 Penalty: 5384.362793
	Iteration 1F: 3 clusters Score -6423006 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -6423698.500000 Penalty: 5384.362793
	Iteration 2Q: 3 clusters Score -6423698 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -6424529.500000 Penalty: 5384.362793
	Iteration 3Q: 3 clusters Score -6424530 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6425528.500000 Penalty: 5384.362793
	Iteration 4Q: 3 clusters Score -6425528 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -6427184.000000 Penalty: 5384.362793
	Iteration 5F: 3 clusters Score -6427184 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -6429567.000000 Penalty: 5384.362793
	Iteration 6F: 3 clusters Score -6429567 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -6432701.000000 Penalty: 5384.362793
	Iteration 7F: 3 clusters Score -6432701 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -6436072.000000 Penalty: 5384.362793
	Iteration 8F: 3 clusters Score -6436072 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -6438763.500000 Penalty: 5384.362793
	Iteration 9F: 3 clusters Score -6438764 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6440459.000000 Penalty: 5384.362793
	Iteration 10Q: 3 clusters Score -6440459 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6441535.500000 Penalty: 5384.362793
	Iteration 11Q: 3 clusters Score -6441536 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6442039.000000 Penalty: 5384.362793
	Iteration 12Q: 3 clusters Score -6442039 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6442316.000000 Penalty: 5384.362793
	Iteration 13Q: 3 clusters Score -6442316 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6442500.000000 Penalty: 5384.362793
	Iteration 14Q: 3 clusters Score -6442500 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6442614.000000 Penalty: 5384.362793
	Iteration 15Q: 3 clusters Score -6442614 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6442711.500000 Penalty: 5384.362793
	Iteration 16Q: 3 clusters Score -6442712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6442754.500000 Penalty: 5384.362793
	Iteration 17Q: 3 clusters Score -6442754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6442786.000000 Penalty: 5384.362793
	Iteration 18Q: 3 clusters Score -6442786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6442825.000000 Penalty: 5384.362793
	Iteration 19Q: 3 clusters Score -6442825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -6442848.500000 Penalty: 5384.362793
	Iteration 20F: 3 clusters Score -6442848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6442867.500000 Penalty: 5384.362793
	Iteration 21Q: 3 clusters Score -6442868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6442884.000000 Penalty: 5384.362793
	Iteration 22Q: 3 clusters Score -6442884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6442897.500000 Penalty: 5384.362793
	Iteration 23Q: 3 clusters Score -6442898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6442910.500000 Penalty: 5384.362793
	Iteration 24Q: 3 clusters Score -6442910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6442916.500000 Penalty: 5384.362793
	Iteration 25Q: 3 clusters Score -6442916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6442921.000000 Penalty: 5384.362793
	Iteration 26Q: 3 clusters Score -6442921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -6442923.000000 Penalty: 5384.362793
	Iteration 27Q: 3 clusters Score -6442923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6442926.500000 Penalty: 5384.362793
	Iteration 28Q: 3 clusters Score -6442926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6442933.000000 Penalty: 5384.362793
	Iteration 29Q: 3 clusters Score -6442933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6442938.000000 Penalty: 5384.362793
	Iteration 30Q: 3 clusters Score -6442938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6442929.000000 Penalty: 5384.362793
	Iteration 31Q: 3 clusters Score -6442929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6442931.000000 Penalty: 5384.362793
	Iteration 32Q: 3 clusters Score -6442931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6442934.500000 Penalty: 5384.362793
	Iteration 33Q: 3 clusters Score -6442934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6442932.500000 Penalty: 5384.362793
	Iteration 34Q: 3 clusters Score -6442932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6442939.000000 Penalty: 5384.362793
	Iteration 35Q: 3 clusters Score -6442939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6442941.500000 Penalty: 5384.362793
	Iteration 36Q: 3 clusters Score -6442942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6442935.500000 Penalty: 5384.362793
	Iteration 37Q: 3 clusters Score -6442936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6442929.500000 Penalty: 5384.362793
	Iteration 38Q: 3 clusters Score -6442930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6442935.000000 Penalty: 5384.362793
	Iteration 39Q: 3 clusters Score -6442935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6442945.000000 Penalty: 5384.362793
	Iteration 40F: 3 clusters Score -6442945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6442940.500000 Penalty: 5384.362793
	Iteration 41Q: 3 clusters Score -6442940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6442935.500000 Penalty: 5384.362793
	Iteration 42Q: 3 clusters Score -6442936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6442938.500000 Penalty: 5384.362793
	Iteration 43Q: 3 clusters Score -6442938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6442934.500000 Penalty: 5384.362793
	Iteration 44Q: 3 clusters Score -6442934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6442943.500000 Penalty: 5384.362793
	Iteration 45Q: 3 clusters Score -6442944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6442940.000000 Penalty: 5384.362793
	Iteration 46Q: 3 clusters Score -6442940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6442940.000000 Penalty: 5384.362793
	Iteration 47F: 3 clusters Score -6442940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (77802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Entering Unmasked Estep 
Score: -9682519.000000 Penalty: 2792.956787
	Iteration 0F: 2 clusters Score -9682519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -9630238.000000 Penalty: 5585.913574
	Iteration 0F: 3 clusters Score -9630238 nChanged 36458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -9650793.000000 Penalty: 5585.913574
	Iteration 1F: 3 clusters Score -9650793 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -9651415.000000 Penalty: 5585.913574
	Iteration 2Q: 3 clusters Score -9651415 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -9651963.000000 Penalty: 5585.913574
	Iteration 3Q: 3 clusters Score -9651963 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -9652487.000000 Penalty: 5585.913574
	Iteration 4Q: 3 clusters Score -9652487 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -9653118.000000 Penalty: 5585.913574
	Iteration 5Q: 3 clusters Score -9653118 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -9653944.000000 Penalty: 5585.913574
	Iteration 6Q: 3 clusters Score -9653944 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -9655002.000000 Penalty: 5585.913574
	Iteration 7Q: 3 clusters Score -9655002 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -9656307.000000 Penalty: 5585.913574
	Iteration 8Q: 3 clusters Score -9656307 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -9658319.000000 Penalty: 5585.913574
	Iteration 9F: 3 clusters Score -9658319 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -9661418.000000 Penalty: 5585.913574
	Iteration 10F: 3 clusters Score -9661418 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -9665440.000000 Penalty: 5585.913574
	Iteration 11F: 3 clusters Score -9665440 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -9669889.000000 Penalty: 5585.913574
	Iteration 12F: 3 clusters Score -9669889 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -9673543.000000 Penalty: 5585.913574
	Iteration 13F: 3 clusters Score -9673543 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -9676006.000000 Penalty: 5585.913574
	Iteration 14Q: 3 clusters Score -9676006 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -9677509.000000 Penalty: 5585.913574
	Iteration 15Q: 3 clusters Score -9677509 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 71276 members 
Entering Unmasked Estep 
Score: -9678557.000000 Penalty: 5585.913574
	Iteration 16Q: 3 clusters Score -9678557 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -9679153.000000 Penalty: 5585.913574
	Iteration 17Q: 3 clusters Score -9679153 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -9679491.000000 Penalty: 5585.913574
	Iteration 18Q: 3 clusters Score -9679491 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -9679770.000000 Penalty: 5585.913574
	Iteration 19Q: 3 clusters Score -9679770 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -9679964.000000 Penalty: 5585.913574
	Iteration 20F: 3 clusters Score -9679964 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -9680092.000000 Penalty: 5585.913574
	Iteration 21Q: 3 clusters Score -9680092 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -9680203.000000 Penalty: 5585.913574
	Iteration 22Q: 3 clusters Score -9680203 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -9680296.000000 Penalty: 5585.913574
	Iteration 23Q: 3 clusters Score -9680296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 74595 members 
Entering Unmasked Estep 
Score: -9680339.000000 Penalty: 5585.913574
	Iteration 24Q: 3 clusters Score -9680339 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -9680422.000000 Penalty: 5585.913574
	Iteration 25Q: 3 clusters Score -9680422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -9680468.000000 Penalty: 5585.913574
	Iteration 26Q: 3 clusters Score -9680468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -9680502.000000 Penalty: 5585.913574
	Iteration 27Q: 3 clusters Score -9680502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -9680518.000000 Penalty: 5585.913574
	Iteration 28Q: 3 clusters Score -9680518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -9680520.000000 Penalty: 5585.913574
	Iteration 29Q: 3 clusters Score -9680520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 75141 members 
Entering Unmasked Estep 
Score: -9680517.000000 Penalty: 5585.913574
	Iteration 30Q: 3 clusters Score -9680517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -9680521.000000 Penalty: 5585.913574
	Iteration 31Q: 3 clusters Score -9680521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9680517.000000 Penalty: 5585.913574
	Iteration 32Q: 3 clusters Score -9680517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -9680526.000000 Penalty: 5585.913574
	Iteration 33Q: 3 clusters Score -9680526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -9680528.000000 Penalty: 5585.913574
	Iteration 34Q: 3 clusters Score -9680528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -9680532.000000 Penalty: 5585.913574
	Iteration 35Q: 3 clusters Score -9680532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -9680543.000000 Penalty: 5585.913574
	Iteration 36Q: 3 clusters Score -9680543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -9680536.000000 Penalty: 5585.913574
	Iteration 37Q: 3 clusters Score -9680536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -9680542.000000 Penalty: 5585.913574
	Iteration 38Q: 3 clusters Score -9680542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -9680544.000000 Penalty: 5585.913574
	Iteration 39Q: 3 clusters Score -9680544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -9680545.000000 Penalty: 5585.913574
	Iteration 40F: 3 clusters Score -9680545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -9680541.000000 Penalty: 5585.913574
	Iteration 41Q: 3 clusters Score -9680541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -9680545.000000 Penalty: 5585.913574
	Iteration 42Q: 3 clusters Score -9680545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -9680557.000000 Penalty: 5585.913574
	Iteration 43Q: 3 clusters Score -9680557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -9680551.000000 Penalty: 5585.913574
	Iteration 44Q: 3 clusters Score -9680551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -9680557.000000 Penalty: 5585.913574
	Iteration 45Q: 3 clusters Score -9680557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -9680558.000000 Penalty: 5585.913574
	Iteration 46Q: 3 clusters Score -9680558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -9680552.000000 Penalty: 5585.913574
	Iteration 47Q: 3 clusters Score -9680552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -9680553.000000 Penalty: 5585.913574
	Iteration 48Q: 3 clusters Score -9680553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -9680562.000000 Penalty: 5585.913574
	Iteration 49Q: 3 clusters Score -9680562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -9680564.000000 Penalty: 5585.913574
	Iteration 50Q: 3 clusters Score -9680564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -9680566.000000 Penalty: 5585.913574
	Iteration 51Q: 3 clusters Score -9680566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -9680565.000000 Penalty: 5585.913574
	Iteration 52Q: 3 clusters Score -9680565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -9680569.000000 Penalty: 5585.913574
	Iteration 53Q: 3 clusters Score -9680569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -9680570.000000 Penalty: 5585.913574
	Iteration 54Q: 3 clusters Score -9680570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -9680580.000000 Penalty: 5585.913574
	Iteration 55Q: 3 clusters Score -9680580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 75582 members 
Entering Unmasked Estep 
Score: -9680594.000000 Penalty: 5585.913574
	Iteration 56Q: 3 clusters Score -9680594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -9680588.000000 Penalty: 5585.913574
	Iteration 57Q: 3 clusters Score -9680588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 75595 members 
Entering Unmasked Estep 
Score: -9680591.000000 Penalty: 5585.913574
	Iteration 58Q: 3 clusters Score -9680591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -9680605.000000 Penalty: 5585.913574
	Iteration 59Q: 3 clusters Score -9680605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -9680600.000000 Penalty: 5585.913574
	Iteration 60F: 3 clusters Score -9680600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -9680597.000000 Penalty: 5585.913574
	Iteration 61Q: 3 clusters Score -9680597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -9680596.000000 Penalty: 5585.913574
	Iteration 62Q: 3 clusters Score -9680596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 75622 members 
Entering Unmasked Estep 
Score: -9680590.000000 Penalty: 5585.913574
	Iteration 63Q: 3 clusters Score -9680590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -9680593.000000 Penalty: 5585.913574
	Iteration 64Q: 3 clusters Score -9680593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -9680597.000000 Penalty: 5585.913574
	Iteration 65Q: 3 clusters Score -9680597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -9680592.000000 Penalty: 5585.913574
	Iteration 66Q: 3 clusters Score -9680592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -9680592.000000 Penalty: 5585.913574
	Iteration 67Q: 3 clusters Score -9680592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -9680595.000000 Penalty: 5585.913574
	Iteration 68Q: 3 clusters Score -9680595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9680604.000000 Penalty: 5585.913574
	Iteration 69Q: 3 clusters Score -9680604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -9680610.000000 Penalty: 5585.913574
	Iteration 70Q: 3 clusters Score -9680610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -9680601.000000 Penalty: 5585.913574
	Iteration 71Q: 3 clusters Score -9680601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -9680607.000000 Penalty: 5585.913574
	Iteration 72Q: 3 clusters Score -9680607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -9680598.000000 Penalty: 5585.913574
	Iteration 73Q: 3 clusters Score -9680598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -9680604.000000 Penalty: 5585.913574
	Iteration 74Q: 3 clusters Score -9680604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -9680601.000000 Penalty: 5585.913574
	Iteration 75Q: 3 clusters Score -9680601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -9680609.000000 Penalty: 5585.913574
	Iteration 76Q: 3 clusters Score -9680609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -9680599.000000 Penalty: 5585.913574
	Iteration 77Q: 3 clusters Score -9680599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -9680599.000000 Penalty: 5585.913574
	Iteration 78F: 3 clusters Score -9680599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (179670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179670 members 
Entering Unmasked Estep 
Score: -22006440.000000 Penalty: 3000.521484
	Iteration 0F: 2 clusters Score -2.200644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -21886570.000000 Penalty: 6001.042969
	Iteration 0F: 3 clusters Score -2.188657e+07 nChanged 86452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -21936442.000000 Penalty: 6001.042969
	Iteration 1F: 3 clusters Score -2.193644e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -21937060.000000 Penalty: 6001.042969
	Iteration 2Q: 3 clusters Score -2.193706e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -21937766.000000 Penalty: 6001.042969
	Iteration 3Q: 3 clusters Score -2.193777e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93113 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -21938888.000000 Penalty: 6001.042969
	Iteration 4Q: 3 clusters Score -2.193889e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -21940560.000000 Penalty: 6001.042969
	Iteration 5Q: 3 clusters Score -2.194056e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -21942834.000000 Penalty: 6001.042969
	Iteration 6Q: 3 clusters Score -2.194283e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -21946858.000000 Penalty: 6001.042969
	Iteration 7Q: 3 clusters Score -2.194686e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105022 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -21953044.000000 Penalty: 6001.042969
	Iteration 8Q: 3 clusters Score -2.195304e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 70750 members 
Entering Unmasked Estep 
Score: -21962054.000000 Penalty: 6001.042969
	Iteration 9F: 3 clusters Score -2.196205e+07 nChanged 11920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -21973220.000000 Penalty: 6001.042969
	Iteration 10F: 3 clusters Score -2.197322e+07 nChanged 12746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111002 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -21983484.000000 Penalty: 6001.042969
	Iteration 11F: 3 clusters Score -2.198348e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -21989356.000000 Penalty: 6001.042969
	Iteration 12F: 3 clusters Score -2.198936e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -21991952.000000 Penalty: 6001.042969
	Iteration 13Q: 3 clusters Score -2.199195e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -21993444.000000 Penalty: 6001.042969
	Iteration 14Q: 3 clusters Score -2.199344e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -21994836.000000 Penalty: 6001.042969
	Iteration 15Q: 3 clusters Score -2.199484e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -21996266.000000 Penalty: 6001.042969
	Iteration 16Q: 3 clusters Score -2.199627e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -21997688.000000 Penalty: 6001.042969
	Iteration 17Q: 3 clusters Score -2.199769e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100399 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -21999050.000000 Penalty: 6001.042969
	Iteration 18Q: 3 clusters Score -2.199905e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -21999958.000000 Penalty: 6001.042969
	Iteration 19Q: 3 clusters Score -2.199996e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -22000592.000000 Penalty: 6001.042969
	Iteration 20F: 3 clusters Score -2.200059e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -22001004.000000 Penalty: 6001.042969
	Iteration 21Q: 3 clusters Score -2.2001e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95517 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -22001284.000000 Penalty: 6001.042969
	Iteration 22Q: 3 clusters Score -2.200128e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -22001436.000000 Penalty: 6001.042969
	Iteration 23Q: 3 clusters Score -2.200144e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -22001526.000000 Penalty: 6001.042969
	Iteration 24Q: 3 clusters Score -2.200153e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92848 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -22001658.000000 Penalty: 6001.042969
	Iteration 25Q: 3 clusters Score -2.200166e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -22001736.000000 Penalty: 6001.042969
	Iteration 26Q: 3 clusters Score -2.200174e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -22001890.000000 Penalty: 6001.042969
	Iteration 27Q: 3 clusters Score -2.200189e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90506 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -22002022.000000 Penalty: 6001.042969
	Iteration 28Q: 3 clusters Score -2.200202e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89706 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -22002060.000000 Penalty: 6001.042969
	Iteration 29Q: 3 clusters Score -2.200206e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 90771 members 
Entering Unmasked Estep 
Score: -22002148.000000 Penalty: 6001.042969
	Iteration 30Q: 3 clusters Score -2.200215e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -22002244.000000 Penalty: 6001.042969
	Iteration 31Q: 3 clusters Score -2.200224e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -22002424.000000 Penalty: 6001.042969
	Iteration 32Q: 3 clusters Score -2.200242e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -22002498.000000 Penalty: 6001.042969
	Iteration 33Q: 3 clusters Score -2.20025e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -22002540.000000 Penalty: 6001.042969
	Iteration 34Q: 3 clusters Score -2.200254e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 94757 members 
Entering Unmasked Estep 
Score: -22002630.000000 Penalty: 6001.042969
	Iteration 35Q: 3 clusters Score -2.200263e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -22002736.000000 Penalty: 6001.042969
	Iteration 36Q: 3 clusters Score -2.200274e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -22002756.000000 Penalty: 6001.042969
	Iteration 37Q: 3 clusters Score -2.200276e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 97072 members 
Entering Unmasked Estep 
Score: -22002820.000000 Penalty: 6001.042969
	Iteration 38Q: 3 clusters Score -2.200282e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -22002916.000000 Penalty: 6001.042969
	Iteration 39Q: 3 clusters Score -2.200292e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -22002902.000000 Penalty: 6001.042969
	Iteration 40F: 3 clusters Score -2.20029e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -22002966.000000 Penalty: 6001.042969
	Iteration 41Q: 3 clusters Score -2.200297e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -22002992.000000 Penalty: 6001.042969
	Iteration 42Q: 3 clusters Score -2.200299e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -22003094.000000 Penalty: 6001.042969
	Iteration 43Q: 3 clusters Score -2.200309e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -22003076.000000 Penalty: 6001.042969
	Iteration 44Q: 3 clusters Score -2.200308e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -22003168.000000 Penalty: 6001.042969
	Iteration 45Q: 3 clusters Score -2.200317e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76393 members 
Mstep: Class 2 contains 103277 members 
Entering Unmasked Estep 
Score: -22003244.000000 Penalty: 6001.042969
	Iteration 46Q: 3 clusters Score -2.200324e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -22003282.000000 Penalty: 6001.042969
	Iteration 47Q: 3 clusters Score -2.200328e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -22003300.000000 Penalty: 6001.042969
	Iteration 48Q: 3 clusters Score -2.20033e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -22003390.000000 Penalty: 6001.042969
	Iteration 49Q: 3 clusters Score -2.200339e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -22003462.000000 Penalty: 6001.042969
	Iteration 50Q: 3 clusters Score -2.200346e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -22003398.000000 Penalty: 6001.042969
	Iteration 51Q: 3 clusters Score -2.20034e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -22003442.000000 Penalty: 6001.042969
	Iteration 52Q: 3 clusters Score -2.200344e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -22003496.000000 Penalty: 6001.042969
	Iteration 53Q: 3 clusters Score -2.20035e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 108716 members 
Entering Unmasked Estep 
Score: -22003474.000000 Penalty: 6001.042969
	Iteration 54Q: 3 clusters Score -2.200347e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 109306 members 
Entering Unmasked Estep 
Score: -22003612.000000 Penalty: 6001.042969
	Iteration 55Q: 3 clusters Score -2.200361e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -22003704.000000 Penalty: 6001.042969
	Iteration 56Q: 3 clusters Score -2.20037e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 110541 members 
Entering Unmasked Estep 
Score: -22003794.000000 Penalty: 6001.042969
	Iteration 57Q: 3 clusters Score -2.200379e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 111202 members 
Entering Unmasked Estep 
Score: -22003854.000000 Penalty: 6001.042969
	Iteration 58Q: 3 clusters Score -2.200385e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 111859 members 
Entering Unmasked Estep 
Score: -22003908.000000 Penalty: 6001.042969
	Iteration 59Q: 3 clusters Score -2.200391e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 112508 members 
Entering Unmasked Estep 
Score: -22003874.000000 Penalty: 6001.042969
	Iteration 60F: 3 clusters Score -2.200387e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -22004020.000000 Penalty: 6001.042969
	Iteration 61Q: 3 clusters Score -2.200402e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -22004072.000000 Penalty: 6001.042969
	Iteration 62Q: 3 clusters Score -2.200407e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 114419 members 
Entering Unmasked Estep 
Score: -22004168.000000 Penalty: 6001.042969
	Iteration 63Q: 3 clusters Score -2.200417e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 115068 members 
Entering Unmasked Estep 
Score: -22004216.000000 Penalty: 6001.042969
	Iteration 64Q: 3 clusters Score -2.200422e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -22004280.000000 Penalty: 6001.042969
	Iteration 65Q: 3 clusters Score -2.200428e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -22004314.000000 Penalty: 6001.042969
	Iteration 66Q: 3 clusters Score -2.200431e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -22004346.000000 Penalty: 6001.042969
	Iteration 67Q: 3 clusters Score -2.200435e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 117782 members 
Entering Unmasked Estep 
Score: -22004432.000000 Penalty: 6001.042969
	Iteration 68Q: 3 clusters Score -2.200443e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -22004588.000000 Penalty: 6001.042969
	Iteration 69Q: 3 clusters Score -2.200459e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 118977 members 
Entering Unmasked Estep 
Score: -22004544.000000 Penalty: 6001.042969
	Iteration 70Q: 3 clusters Score -2.200454e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 119541 members 
Entering Unmasked Estep 
Score: -22004596.000000 Penalty: 6001.042969
	Iteration 71Q: 3 clusters Score -2.20046e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 120100 members 
Entering Unmasked Estep 
Score: -22004608.000000 Penalty: 6001.042969
	Iteration 72Q: 3 clusters Score -2.200461e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 120655 members 
Entering Unmasked Estep 
Score: -22004604.000000 Penalty: 6001.042969
	Iteration 73Q: 3 clusters Score -2.20046e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 121184 members 
Entering Unmasked Estep 
Score: -22004674.000000 Penalty: 6001.042969
	Iteration 74Q: 3 clusters Score -2.200467e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 121733 members 
Entering Unmasked Estep 
Score: -22004800.000000 Penalty: 6001.042969
	Iteration 75Q: 3 clusters Score -2.20048e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 122300 members 
Entering Unmasked Estep 
Score: -22004802.000000 Penalty: 6001.042969
	Iteration 76Q: 3 clusters Score -2.20048e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -22004834.000000 Penalty: 6001.042969
	Iteration 77Q: 3 clusters Score -2.200483e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 123482 members 
Entering Unmasked Estep 
Score: -22004912.000000 Penalty: 6001.042969
	Iteration 78Q: 3 clusters Score -2.200491e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 124051 members 
Entering Unmasked Estep 
Score: -22004884.000000 Penalty: 6001.042969
	Iteration 79Q: 3 clusters Score -2.200488e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -22005002.000000 Penalty: 6001.042969
	Iteration 80F: 3 clusters Score -2.2005e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -22005046.000000 Penalty: 6001.042969
	Iteration 81Q: 3 clusters Score -2.200505e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 125612 members 
Entering Unmasked Estep 
Score: -22005068.000000 Penalty: 6001.042969
	Iteration 82Q: 3 clusters Score -2.200507e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -22005062.000000 Penalty: 6001.042969
	Iteration 83Q: 3 clusters Score -2.200506e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 126544 members 
Entering Unmasked Estep 
Score: -22005094.000000 Penalty: 6001.042969
	Iteration 84Q: 3 clusters Score -2.200509e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -22005144.000000 Penalty: 6001.042969
	Iteration 85Q: 3 clusters Score -2.200514e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 127564 members 
Entering Unmasked Estep 
Score: -22005196.000000 Penalty: 6001.042969
	Iteration 86Q: 3 clusters Score -2.20052e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 128100 members 
Entering Unmasked Estep 
Score: -22005244.000000 Penalty: 6001.042969
	Iteration 87Q: 3 clusters Score -2.200524e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 128622 members 
Entering Unmasked Estep 
Score: -22005286.000000 Penalty: 6001.042969
	Iteration 88Q: 3 clusters Score -2.200529e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 129115 members 
Entering Unmasked Estep 
Score: -22005332.000000 Penalty: 6001.042969
	Iteration 89Q: 3 clusters Score -2.200533e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 129604 members 
Entering Unmasked Estep 
Score: -22005346.000000 Penalty: 6001.042969
	Iteration 90Q: 3 clusters Score -2.200535e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 130079 members 
Entering Unmasked Estep 
Score: -22005364.000000 Penalty: 6001.042969
	Iteration 91Q: 3 clusters Score -2.200536e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -22005384.000000 Penalty: 6001.042969
	Iteration 92Q: 3 clusters Score -2.200538e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 130986 members 
Entering Unmasked Estep 
Score: -22005468.000000 Penalty: 6001.042969
	Iteration 93Q: 3 clusters Score -2.200547e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 131397 members 
Entering Unmasked Estep 
Score: -22005472.000000 Penalty: 6001.042969
	Iteration 94Q: 3 clusters Score -2.200547e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 131777 members 
Entering Unmasked Estep 
Score: -22005514.000000 Penalty: 6001.042969
	Iteration 95Q: 3 clusters Score -2.200551e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -22005554.000000 Penalty: 6001.042969
	Iteration 96Q: 3 clusters Score -2.200555e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -22005578.000000 Penalty: 6001.042969
	Iteration 97Q: 3 clusters Score -2.200558e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 132841 members 
Entering Unmasked Estep 
Score: -22005654.000000 Penalty: 6001.042969
	Iteration 98Q: 3 clusters Score -2.200565e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 133179 members 
Entering Unmasked Estep 
Score: -22005642.000000 Penalty: 6001.042969
	Iteration 99Q: 3 clusters Score -2.200564e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 133516 members 
Entering Unmasked Estep 
Score: -22005656.000000 Penalty: 6001.042969
	Iteration 100F: 3 clusters Score -2.200566e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
Score: -22005710.000000 Penalty: 6001.042969
	Iteration 101Q: 3 clusters Score -2.200571e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 134126 members 
Entering Unmasked Estep 
Score: -22005748.000000 Penalty: 6001.042969
	Iteration 102Q: 3 clusters Score -2.200575e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 134411 members 
Entering Unmasked Estep 
Score: -22005760.000000 Penalty: 6001.042969
	Iteration 103Q: 3 clusters Score -2.200576e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -22005772.000000 Penalty: 6001.042969
	Iteration 104Q: 3 clusters Score -2.200577e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 134969 members 
Entering Unmasked Estep 
Score: -22005782.000000 Penalty: 6001.042969
	Iteration 105Q: 3 clusters Score -2.200578e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 135243 members 
Entering Unmasked Estep 
Score: -22005750.000000 Penalty: 6001.042969
	Iteration 106Q: 3 clusters Score -2.200575e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 135517 members 
Entering Unmasked Estep 
Score: -22005778.000000 Penalty: 6001.042969
	Iteration 107Q: 3 clusters Score -2.200578e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 135804 members 
Entering Unmasked Estep 
Score: -22005898.000000 Penalty: 6001.042969
	Iteration 108Q: 3 clusters Score -2.20059e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -22005926.000000 Penalty: 6001.042969
	Iteration 109Q: 3 clusters Score -2.200593e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -22006020.000000 Penalty: 6001.042969
	Iteration 110Q: 3 clusters Score -2.200602e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 136610 members 
Entering Unmasked Estep 
Score: -22006020.000000 Penalty: 6001.042969
	Iteration 111Q: 3 clusters Score -2.200602e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 136882 members 
Entering Unmasked Estep 
Score: -22006080.000000 Penalty: 6001.042969
	Iteration 112Q: 3 clusters Score -2.200608e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -22006030.000000 Penalty: 6001.042969
	Iteration 113Q: 3 clusters Score -2.200603e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -22006086.000000 Penalty: 6001.042969
	Iteration 114Q: 3 clusters Score -2.200609e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 137681 members 
Entering Unmasked Estep 
Score: -22006114.000000 Penalty: 6001.042969
	Iteration 115Q: 3 clusters Score -2.200611e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 137923 members 
Entering Unmasked Estep 
Score: -22006158.000000 Penalty: 6001.042969
	Iteration 116Q: 3 clusters Score -2.200616e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 138146 members 
Entering Unmasked Estep 
Score: -22006142.000000 Penalty: 6001.042969
	Iteration 117Q: 3 clusters Score -2.200614e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 138368 members 
Entering Unmasked Estep 
Score: -22006150.000000 Penalty: 6001.042969
	Iteration 118Q: 3 clusters Score -2.200615e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 138572 members 
Entering Unmasked Estep 
Score: -22006090.000000 Penalty: 6001.042969
	Iteration 119Q: 3 clusters Score -2.200609e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 138759 members 
Entering Unmasked Estep 
Score: -22006160.000000 Penalty: 6001.042969
	Iteration 120F: 3 clusters Score -2.200616e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 138940 members 
Entering Unmasked Estep 
Score: -22006114.000000 Penalty: 6001.042969
	Iteration 121Q: 3 clusters Score -2.200611e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 139156 members 
Entering Unmasked Estep 
Score: -22006124.000000 Penalty: 6001.042969
	Iteration 122Q: 3 clusters Score -2.200612e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 139367 members 
Entering Unmasked Estep 
Score: -22006154.000000 Penalty: 6001.042969
	Iteration 123Q: 3 clusters Score -2.200615e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 139614 members 
Entering Unmasked Estep 
Score: -22006194.000000 Penalty: 6001.042969
	Iteration 124Q: 3 clusters Score -2.200619e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 139845 members 
Entering Unmasked Estep 
Score: -22006172.000000 Penalty: 6001.042969
	Iteration 125Q: 3 clusters Score -2.200617e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 140057 members 
Entering Unmasked Estep 
Score: -22006200.000000 Penalty: 6001.042969
	Iteration 126Q: 3 clusters Score -2.20062e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 140294 members 
Entering Unmasked Estep 
Score: -22006230.000000 Penalty: 6001.042969
	Iteration 127Q: 3 clusters Score -2.200623e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 140535 members 
Entering Unmasked Estep 
Score: -22006270.000000 Penalty: 6001.042969
	Iteration 128Q: 3 clusters Score -2.200627e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 140765 members 
Entering Unmasked Estep 
Score: -22006256.000000 Penalty: 6001.042969
	Iteration 129Q: 3 clusters Score -2.200626e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 140949 members 
Entering Unmasked Estep 
Score: -22006262.000000 Penalty: 6001.042969
	Iteration 130Q: 3 clusters Score -2.200626e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 141122 members 
Entering Unmasked Estep 
Score: -22006258.000000 Penalty: 6001.042969
	Iteration 131Q: 3 clusters Score -2.200626e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 141288 members 
Entering Unmasked Estep 
Score: -22006276.000000 Penalty: 6001.042969
	Iteration 132Q: 3 clusters Score -2.200628e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 141456 members 
Entering Unmasked Estep 
Score: -22006256.000000 Penalty: 6001.042969
	Iteration 133Q: 3 clusters Score -2.200626e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 141623 members 
Entering Unmasked Estep 
Score: -22006276.000000 Penalty: 6001.042969
	Iteration 134Q: 3 clusters Score -2.200628e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -22006276.000000 Penalty: 6001.042969
	Iteration 135Q: 3 clusters Score -2.200628e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -22006330.000000 Penalty: 6001.042969
	Iteration 136Q: 3 clusters Score -2.200633e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 142079 members 
Entering Unmasked Estep 
Score: -22006362.000000 Penalty: 6001.042969
	Iteration 137Q: 3 clusters Score -2.200636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 142199 members 
Entering Unmasked Estep 
Score: -22006370.000000 Penalty: 6001.042969
	Iteration 138Q: 3 clusters Score -2.200637e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -22006362.000000 Penalty: 6001.042969
	Iteration 139Q: 3 clusters Score -2.200636e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 142411 members 
Entering Unmasked Estep 
Score: -22006376.000000 Penalty: 6001.042969
	Iteration 140F: 3 clusters Score -2.200638e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 142523 members 
Entering Unmasked Estep 
Score: -22006392.000000 Penalty: 6001.042969
	Iteration 141Q: 3 clusters Score -2.200639e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 142634 members 
Entering Unmasked Estep 
Score: -22006374.000000 Penalty: 6001.042969
	Iteration 142Q: 3 clusters Score -2.200637e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 142748 members 
Entering Unmasked Estep 
Score: -22006400.000000 Penalty: 6001.042969
	Iteration 143Q: 3 clusters Score -2.20064e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -22006382.000000 Penalty: 6001.042969
	Iteration 144Q: 3 clusters Score -2.200638e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -22006414.000000 Penalty: 6001.042969
	Iteration 145Q: 3 clusters Score -2.200641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 143035 members 
Entering Unmasked Estep 
Score: -22006398.000000 Penalty: 6001.042969
	Iteration 146Q: 3 clusters Score -2.20064e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 143120 members 
Entering Unmasked Estep 
Score: -22006370.000000 Penalty: 6001.042969
	Iteration 147Q: 3 clusters Score -2.200637e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -22006376.000000 Penalty: 6001.042969
	Iteration 148Q: 3 clusters Score -2.200638e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 143282 members 
Entering Unmasked Estep 
Score: -22006362.000000 Penalty: 6001.042969
	Iteration 149Q: 3 clusters Score -2.200636e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 143354 members 
Entering Unmasked Estep 
Score: -22006338.000000 Penalty: 6001.042969
	Iteration 150Q: 3 clusters Score -2.200634e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -22006308.000000 Penalty: 6001.042969
	Iteration 151Q: 3 clusters Score -2.200631e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -22006294.000000 Penalty: 6001.042969
	Iteration 152Q: 3 clusters Score -2.200629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 143556 members 
Entering Unmasked Estep 
Score: -22006298.000000 Penalty: 6001.042969
	Iteration 153Q: 3 clusters Score -2.20063e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -22006330.000000 Penalty: 6001.042969
	Iteration 154Q: 3 clusters Score -2.200633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 143647 members 
Entering Unmasked Estep 
Score: -22006326.000000 Penalty: 6001.042969
	Iteration 155Q: 3 clusters Score -2.200633e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 143693 members 
Entering Unmasked Estep 
Score: -22006326.000000 Penalty: 6001.042969
	Iteration 156Q: 3 clusters Score -2.200633e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 143745 members 
Entering Unmasked Estep 
Score: -22006322.000000 Penalty: 6001.042969
	Iteration 157Q: 3 clusters Score -2.200632e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -22006314.000000 Penalty: 6001.042969
	Iteration 158Q: 3 clusters Score -2.200631e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 143843 members 
Entering Unmasked Estep 
Score: -22006308.000000 Penalty: 6001.042969
	Iteration 159Q: 3 clusters Score -2.200631e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 143898 members 
Entering Unmasked Estep 
Score: -22006306.000000 Penalty: 6001.042969
	Iteration 160F: 3 clusters Score -2.200631e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 143962 members 
Entering Unmasked Estep 
Score: -22006256.000000 Penalty: 6001.042969
	Iteration 161Q: 3 clusters Score -2.200626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 144021 members 
Entering Unmasked Estep 
Score: -22006326.000000 Penalty: 6001.042969
	Iteration 162Q: 3 clusters Score -2.200633e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -22006320.000000 Penalty: 6001.042969
	Iteration 163Q: 3 clusters Score -2.200632e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 144130 members 
Entering Unmasked Estep 
Score: -22006298.000000 Penalty: 6001.042969
	Iteration 164Q: 3 clusters Score -2.20063e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -22006304.000000 Penalty: 6001.042969
	Iteration 165Q: 3 clusters Score -2.20063e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -22006302.000000 Penalty: 6001.042969
	Iteration 166Q: 3 clusters Score -2.20063e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 144299 members 
Entering Unmasked Estep 
Score: -22006306.000000 Penalty: 6001.042969
	Iteration 167Q: 3 clusters Score -2.200631e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 144359 members 
Entering Unmasked Estep 
Score: -22006288.000000 Penalty: 6001.042969
	Iteration 168Q: 3 clusters Score -2.200629e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
Score: -22006286.000000 Penalty: 6001.042969
	Iteration 169Q: 3 clusters Score -2.200629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -22006280.000000 Penalty: 6001.042969
	Iteration 170Q: 3 clusters Score -2.200628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 144502 members 
Entering Unmasked Estep 
Score: -22006300.000000 Penalty: 6001.042969
	Iteration 171Q: 3 clusters Score -2.20063e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 144554 members 
Entering Unmasked Estep 
Score: -22006306.000000 Penalty: 6001.042969
	Iteration 172Q: 3 clusters Score -2.200631e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -22006286.000000 Penalty: 6001.042969
	Iteration 173Q: 3 clusters Score -2.200629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -22006248.000000 Penalty: 6001.042969
	Iteration 174Q: 3 clusters Score -2.200625e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 144712 members 
Entering Unmasked Estep 
Score: -22006270.000000 Penalty: 6001.042969
	Iteration 175Q: 3 clusters Score -2.200627e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 144761 members 
Entering Unmasked Estep 
Score: -22006258.000000 Penalty: 6001.042969
	Iteration 176Q: 3 clusters Score -2.200626e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -22006212.000000 Penalty: 6001.042969
	Iteration 177Q: 3 clusters Score -2.200621e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 144860 members 
Entering Unmasked Estep 
Score: -22006220.000000 Penalty: 6001.042969
	Iteration 178Q: 3 clusters Score -2.200622e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 144913 members 
Entering Unmasked Estep 
Score: -22006230.000000 Penalty: 6001.042969
	Iteration 179Q: 3 clusters Score -2.200623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -22006194.000000 Penalty: 6001.042969
	Iteration 180F: 3 clusters Score -2.200619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 145022 members 
Entering Unmasked Estep 
Score: -22006178.000000 Penalty: 6001.042969
	Iteration 181Q: 3 clusters Score -2.200618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 145080 members 
Entering Unmasked Estep 
Score: -22006224.000000 Penalty: 6001.042969
	Iteration 182Q: 3 clusters Score -2.200622e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 145144 members 
Entering Unmasked Estep 
Score: -22006218.000000 Penalty: 6001.042969
	Iteration 183Q: 3 clusters Score -2.200622e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -22006208.000000 Penalty: 6001.042969
	Iteration 184Q: 3 clusters Score -2.200621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 145259 members 
Entering Unmasked Estep 
Score: -22006232.000000 Penalty: 6001.042969
	Iteration 185Q: 3 clusters Score -2.200623e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 145318 members 
Entering Unmasked Estep 
Score: -22006266.000000 Penalty: 6001.042969
	Iteration 186Q: 3 clusters Score -2.200627e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -22006242.000000 Penalty: 6001.042969
	Iteration 187Q: 3 clusters Score -2.200624e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 145450 members 
Entering Unmasked Estep 
Score: -22006252.000000 Penalty: 6001.042969
	Iteration 188Q: 3 clusters Score -2.200625e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 145520 members 
Entering Unmasked Estep 
Score: -22006242.000000 Penalty: 6001.042969
	Iteration 189Q: 3 clusters Score -2.200624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 145593 members 
Entering Unmasked Estep 
Score: -22006260.000000 Penalty: 6001.042969
	Iteration 190Q: 3 clusters Score -2.200626e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 145678 members 
Entering Unmasked Estep 
Score: -22006294.000000 Penalty: 6001.042969
	Iteration 191Q: 3 clusters Score -2.200629e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 145769 members 
Entering Unmasked Estep 
Score: -22006296.000000 Penalty: 6001.042969
	Iteration 192Q: 3 clusters Score -2.20063e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -22006284.000000 Penalty: 6001.042969
	Iteration 193Q: 3 clusters Score -2.200628e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 145937 members 
Entering Unmasked Estep 
Score: -22006296.000000 Penalty: 6001.042969
	Iteration 194Q: 3 clusters Score -2.20063e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 146013 members 
Entering Unmasked Estep 
Score: -22006328.000000 Penalty: 6001.042969
	Iteration 195Q: 3 clusters Score -2.200633e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 146086 members 
Entering Unmasked Estep 
Score: -22006324.000000 Penalty: 6001.042969
	Iteration 196Q: 3 clusters Score -2.200632e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -22006312.000000 Penalty: 6001.042969
	Iteration 197Q: 3 clusters Score -2.200631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -22006304.000000 Penalty: 6001.042969
	Iteration 198Q: 3 clusters Score -2.20063e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -22006300.000000 Penalty: 6001.042969
	Iteration 199Q: 3 clusters Score -2.20063e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 146340 members 
Entering Unmasked Estep 
Score: -22006266.000000 Penalty: 6001.042969
	Iteration 200F: 3 clusters Score -2.200627e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 146413 members 
Entering Unmasked Estep 
Score: -22006266.000000 Penalty: 6001.042969
	Iteration 201Q: 3 clusters Score -2.200627e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 146480 members 
Entering Unmasked Estep 
Score: -22006270.000000 Penalty: 6001.042969
	Iteration 202Q: 3 clusters Score -2.200627e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -22006272.000000 Penalty: 6001.042969
	Iteration 203Q: 3 clusters Score -2.200627e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 146626 members 
Entering Unmasked Estep 
Score: -22006322.000000 Penalty: 6001.042969
	Iteration 204Q: 3 clusters Score -2.200632e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -22006282.000000 Penalty: 6001.042969
	Iteration 205Q: 3 clusters Score -2.200628e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 146763 members 
Entering Unmasked Estep 
Score: -22006312.000000 Penalty: 6001.042969
	Iteration 206Q: 3 clusters Score -2.200631e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -22006298.000000 Penalty: 6001.042969
	Iteration 207Q: 3 clusters Score -2.20063e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -22006284.000000 Penalty: 6001.042969
	Iteration 208Q: 3 clusters Score -2.200628e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 147046 members 
Entering Unmasked Estep 
Score: -22006274.000000 Penalty: 6001.042969
	Iteration 209Q: 3 clusters Score -2.200627e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -22006286.000000 Penalty: 6001.042969
	Iteration 210Q: 3 clusters Score -2.200629e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -22006258.000000 Penalty: 6001.042969
	Iteration 211Q: 3 clusters Score -2.200626e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -22006248.000000 Penalty: 6001.042969
	Iteration 212Q: 3 clusters Score -2.200625e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -22006280.000000 Penalty: 6001.042969
	Iteration 213Q: 3 clusters Score -2.200628e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 147557 members 
Entering Unmasked Estep 
Score: -22006276.000000 Penalty: 6001.042969
	Iteration 214Q: 3 clusters Score -2.200628e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -22006270.000000 Penalty: 6001.042969
	Iteration 215Q: 3 clusters Score -2.200627e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -22006254.000000 Penalty: 6001.042969
	Iteration 216Q: 3 clusters Score -2.200625e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 147824 members 
Entering Unmasked Estep 
Score: -22006278.000000 Penalty: 6001.042969
	Iteration 217Q: 3 clusters Score -2.200628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 147919 members 
Entering Unmasked Estep 
Score: -22006272.000000 Penalty: 6001.042969
	Iteration 218Q: 3 clusters Score -2.200627e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -22006320.000000 Penalty: 6001.042969
	Iteration 219Q: 3 clusters Score -2.200632e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 148101 members 
Entering Unmasked Estep 
Score: -22006342.000000 Penalty: 6001.042969
	Iteration 220F: 3 clusters Score -2.200634e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -22006360.000000 Penalty: 6001.042969
	Iteration 221Q: 3 clusters Score -2.200636e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 148271 members 
Entering Unmasked Estep 
Score: -22006338.000000 Penalty: 6001.042969
	Iteration 222Q: 3 clusters Score -2.200634e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 148356 members 
Entering Unmasked Estep 
Score: -22006330.000000 Penalty: 6001.042969
	Iteration 223Q: 3 clusters Score -2.200633e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 148433 members 
Entering Unmasked Estep 
Score: -22006302.000000 Penalty: 6001.042969
	Iteration 224Q: 3 clusters Score -2.20063e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 148504 members 
Entering Unmasked Estep 
Score: -22006310.000000 Penalty: 6001.042969
	Iteration 225Q: 3 clusters Score -2.200631e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 148590 members 
Entering Unmasked Estep 
Score: -22006324.000000 Penalty: 6001.042969
	Iteration 226Q: 3 clusters Score -2.200632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 148666 members 
Entering Unmasked Estep 
Score: -22006302.000000 Penalty: 6001.042969
	Iteration 227Q: 3 clusters Score -2.20063e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -22006312.000000 Penalty: 6001.042969
	Iteration 228Q: 3 clusters Score -2.200631e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 148838 members 
Entering Unmasked Estep 
Score: -22006296.000000 Penalty: 6001.042969
	Iteration 229Q: 3 clusters Score -2.20063e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -22006312.000000 Penalty: 6001.042969
	Iteration 230Q: 3 clusters Score -2.200631e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -22006352.000000 Penalty: 6001.042969
	Iteration 231Q: 3 clusters Score -2.200635e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 149118 members 
Entering Unmasked Estep 
Score: -22006346.000000 Penalty: 6001.042969
	Iteration 232Q: 3 clusters Score -2.200635e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -22006330.000000 Penalty: 6001.042969
	Iteration 233Q: 3 clusters Score -2.200633e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 149314 members 
Entering Unmasked Estep 
Score: -22006342.000000 Penalty: 6001.042969
	Iteration 234Q: 3 clusters Score -2.200634e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 149392 members 
Entering Unmasked Estep 
Score: -22006346.000000 Penalty: 6001.042969
	Iteration 235Q: 3 clusters Score -2.200635e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 149469 members 
Entering Unmasked Estep 
Score: -22006344.000000 Penalty: 6001.042969
	Iteration 236Q: 3 clusters Score -2.200634e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -22006300.000000 Penalty: 6001.042969
	Iteration 237Q: 3 clusters Score -2.20063e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -22006320.000000 Penalty: 6001.042969
	Iteration 238Q: 3 clusters Score -2.200632e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 149773 members 
Entering Unmasked Estep 
Score: -22006308.000000 Penalty: 6001.042969
	Iteration 239Q: 3 clusters Score -2.200631e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 149892 members 
Entering Unmasked Estep 
Score: -22006308.000000 Penalty: 6001.042969
	Iteration 240F: 3 clusters Score -2.200631e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 149995 members 
Entering Unmasked Estep 
Score: -22006328.000000 Penalty: 6001.042969
	Iteration 241Q: 3 clusters Score -2.200633e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 150089 members 
Entering Unmasked Estep 
Score: -22006294.000000 Penalty: 6001.042969
	Iteration 242Q: 3 clusters Score -2.200629e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -22006336.000000 Penalty: 6001.042969
	Iteration 243Q: 3 clusters Score -2.200634e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -22006342.000000 Penalty: 6001.042969
	Iteration 244Q: 3 clusters Score -2.200634e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 150337 members 
Entering Unmasked Estep 
Score: -22006354.000000 Penalty: 6001.042969
	Iteration 245Q: 3 clusters Score -2.200635e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -22006378.000000 Penalty: 6001.042969
	Iteration 246Q: 3 clusters Score -2.200638e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 150487 members 
Entering Unmasked Estep 
Score: -22006412.000000 Penalty: 6001.042969
	Iteration 247Q: 3 clusters Score -2.200641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 150556 members 
Entering Unmasked Estep 
Score: -22006422.000000 Penalty: 6001.042969
	Iteration 248Q: 3 clusters Score -2.200642e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 150627 members 
Entering Unmasked Estep 
Score: -22006400.000000 Penalty: 6001.042969
	Iteration 249Q: 3 clusters Score -2.20064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 150681 members 
Entering Unmasked Estep 
Score: -22006424.000000 Penalty: 6001.042969
	Iteration 250Q: 3 clusters Score -2.200642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -22006418.000000 Penalty: 6001.042969
	Iteration 251Q: 3 clusters Score -2.200642e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 150780 members 
Entering Unmasked Estep 
Score: -22006408.000000 Penalty: 6001.042969
	Iteration 252Q: 3 clusters Score -2.200641e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 150830 members 
Entering Unmasked Estep 
Score: -22006434.000000 Penalty: 6001.042969
	Iteration 253Q: 3 clusters Score -2.200643e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 150868 members 
Entering Unmasked Estep 
Score: -22006430.000000 Penalty: 6001.042969
	Iteration 254Q: 3 clusters Score -2.200643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -22006430.000000 Penalty: 6001.042969
	Iteration 255Q: 3 clusters Score -2.200643e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 150919 members 
Entering Unmasked Estep 
Score: -22006420.000000 Penalty: 6001.042969
	Iteration 256Q: 3 clusters Score -2.200642e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -22006432.000000 Penalty: 6001.042969
	Iteration 257Q: 3 clusters Score -2.200643e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -22006420.000000 Penalty: 6001.042969
	Iteration 258Q: 3 clusters Score -2.200642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -22006414.000000 Penalty: 6001.042969
	Iteration 259Q: 3 clusters Score -2.200641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -22006414.000000 Penalty: 6001.042969
	Iteration 260F: 3 clusters Score -2.200641e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 151072 members 
Entering Unmasked Estep 
Score: -22006402.000000 Penalty: 6001.042969
	Iteration 261Q: 3 clusters Score -2.20064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 151117 members 
Entering Unmasked Estep 
Score: -22006412.000000 Penalty: 6001.042969
	Iteration 262Q: 3 clusters Score -2.200641e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -22006414.000000 Penalty: 6001.042969
	Iteration 263Q: 3 clusters Score -2.200641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 151175 members 
Entering Unmasked Estep 
Score: -22006404.000000 Penalty: 6001.042969
	Iteration 264Q: 3 clusters Score -2.20064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 151213 members 
Entering Unmasked Estep 
Score: -22006384.000000 Penalty: 6001.042969
	Iteration 265Q: 3 clusters Score -2.200638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 151261 members 
Entering Unmasked Estep 
Score: -22006396.000000 Penalty: 6001.042969
	Iteration 266Q: 3 clusters Score -2.20064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 151300 members 
Entering Unmasked Estep 
Score: -22006426.000000 Penalty: 6001.042969
	Iteration 267Q: 3 clusters Score -2.200643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -22006434.000000 Penalty: 6001.042969
	Iteration 268Q: 3 clusters Score -2.200643e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 151361 members 
Entering Unmasked Estep 
Score: -22006458.000000 Penalty: 6001.042969
	Iteration 269Q: 3 clusters Score -2.200646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -22006448.000000 Penalty: 6001.042969
	Iteration 270Q: 3 clusters Score -2.200645e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 151415 members 
Entering Unmasked Estep 
Score: -22006464.000000 Penalty: 6001.042969
	Iteration 271Q: 3 clusters Score -2.200646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 151450 members 
Entering Unmasked Estep 
Score: -22006482.000000 Penalty: 6001.042969
	Iteration 272Q: 3 clusters Score -2.200648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -22006470.000000 Penalty: 6001.042969
	Iteration 273Q: 3 clusters Score -2.200647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -22006472.000000 Penalty: 6001.042969
	Iteration 274Q: 3 clusters Score -2.200647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 151558 members 
Entering Unmasked Estep 
Score: -22006436.000000 Penalty: 6001.042969
	Iteration 275Q: 3 clusters Score -2.200644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 151588 members 
Entering Unmasked Estep 
Score: -22006454.000000 Penalty: 6001.042969
	Iteration 276Q: 3 clusters Score -2.200645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -22006460.000000 Penalty: 6001.042969
	Iteration 277Q: 3 clusters Score -2.200646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -22006488.000000 Penalty: 6001.042969
	Iteration 278Q: 3 clusters Score -2.200649e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -22006510.000000 Penalty: 6001.042969
	Iteration 279Q: 3 clusters Score -2.200651e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 151737 members 
Entering Unmasked Estep 
Score: -22006502.000000 Penalty: 6001.042969
	Iteration 280F: 3 clusters Score -2.20065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 151783 members 
Entering Unmasked Estep 
Score: -22006500.000000 Penalty: 6001.042969
	Iteration 281Q: 3 clusters Score -2.20065e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -22006496.000000 Penalty: 6001.042969
	Iteration 282Q: 3 clusters Score -2.20065e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -22006500.000000 Penalty: 6001.042969
	Iteration 283Q: 3 clusters Score -2.20065e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 151921 members 
Entering Unmasked Estep 
Score: -22006488.000000 Penalty: 6001.042969
	Iteration 284Q: 3 clusters Score -2.200649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 151953 members 
Entering Unmasked Estep 
Score: -22006506.000000 Penalty: 6001.042969
	Iteration 285Q: 3 clusters Score -2.200651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 151974 members 
Entering Unmasked Estep 
Score: -22006508.000000 Penalty: 6001.042969
	Iteration 286Q: 3 clusters Score -2.200651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 151994 members 
Entering Unmasked Estep 
Score: -22006498.000000 Penalty: 6001.042969
	Iteration 287Q: 3 clusters Score -2.20065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 152014 members 
Entering Unmasked Estep 
Score: -22006496.000000 Penalty: 6001.042969
	Iteration 288Q: 3 clusters Score -2.20065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 152033 members 
Entering Unmasked Estep 
Score: -22006500.000000 Penalty: 6001.042969
	Iteration 289Q: 3 clusters Score -2.20065e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -22006474.000000 Penalty: 6001.042969
	Iteration 290Q: 3 clusters Score -2.200647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 152089 members 
Entering Unmasked Estep 
Score: -22006492.000000 Penalty: 6001.042969
	Iteration 291Q: 3 clusters Score -2.200649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -22006508.000000 Penalty: 6001.042969
	Iteration 292Q: 3 clusters Score -2.200651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 6001.042969
	Iteration 293Q: 3 clusters Score -2.200651e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 152161 members 
Entering Unmasked Estep 
Score: -22006536.000000 Penalty: 6001.042969
	Iteration 294Q: 3 clusters Score -2.200654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -22006548.000000 Penalty: 6001.042969
	Iteration 295Q: 3 clusters Score -2.200655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -22006546.000000 Penalty: 6001.042969
	Iteration 296Q: 3 clusters Score -2.200655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -22006536.000000 Penalty: 6001.042969
	Iteration 297Q: 3 clusters Score -2.200654e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 152235 members 
Entering Unmasked Estep 
Score: -22006520.000000 Penalty: 6001.042969
	Iteration 298Q: 3 clusters Score -2.200652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -22006526.000000 Penalty: 6001.042969
	Iteration 299Q: 3 clusters Score -2.200653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 6001.042969
	Iteration 300F: 3 clusters Score -2.200651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 152264 members 
Entering Unmasked Estep 
Score: -22006512.000000 Penalty: 6001.042969
	Iteration 301Q: 3 clusters Score -2.200651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 152279 members 
Entering Unmasked Estep 
Score: -22006510.000000 Penalty: 6001.042969
	Iteration 302Q: 3 clusters Score -2.200651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -22006524.000000 Penalty: 6001.042969
	Iteration 303Q: 3 clusters Score -2.200652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -22006540.000000 Penalty: 6001.042969
	Iteration 304Q: 3 clusters Score -2.200654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -22006556.000000 Penalty: 6001.042969
	Iteration 305Q: 3 clusters Score -2.200656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -22006542.000000 Penalty: 6001.042969
	Iteration 306Q: 3 clusters Score -2.200654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 152338 members 
Entering Unmasked Estep 
Score: -22006570.000000 Penalty: 6001.042969
	Iteration 307Q: 3 clusters Score -2.200657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 152341 members 
Entering Unmasked Estep 
Score: -22006560.000000 Penalty: 6001.042969
	Iteration 308Q: 3 clusters Score -2.200656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 152347 members 
Entering Unmasked Estep 
Score: -22006552.000000 Penalty: 6001.042969
	Iteration 309Q: 3 clusters Score -2.200655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -22006562.000000 Penalty: 6001.042969
	Iteration 310Q: 3 clusters Score -2.200656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -22006568.000000 Penalty: 6001.042969
	Iteration 311Q: 3 clusters Score -2.200657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 152363 members 
Entering Unmasked Estep 
Score: -22006562.000000 Penalty: 6001.042969
	Iteration 312Q: 3 clusters Score -2.200656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 152367 members 
Entering Unmasked Estep 
Score: -22006558.000000 Penalty: 6001.042969
	Iteration 313Q: 3 clusters Score -2.200656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 152370 members 
Entering Unmasked Estep 
Score: -22006560.000000 Penalty: 6001.042969
	Iteration 314Q: 3 clusters Score -2.200656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -22006558.000000 Penalty: 6001.042969
	Iteration 315Q: 3 clusters Score -2.200656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 152375 members 
Entering Unmasked Estep 
Score: -22006560.000000 Penalty: 6001.042969
	Iteration 316Q: 3 clusters Score -2.200656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 152379 members 
Entering Unmasked Estep 
Score: -22006542.000000 Penalty: 6001.042969
	Iteration 317Q: 3 clusters Score -2.200654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -22006550.000000 Penalty: 6001.042969
	Iteration 318Q: 3 clusters Score -2.200655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -22006552.000000 Penalty: 6001.042969
	Iteration 319Q: 3 clusters Score -2.200655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -22006538.000000 Penalty: 6001.042969
	Iteration 320F: 3 clusters Score -2.200654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 152400 members 
Entering Unmasked Estep 
Score: -22006562.000000 Penalty: 6001.042969
	Iteration 321Q: 3 clusters Score -2.200656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 152410 members 
Entering Unmasked Estep 
Score: -22006552.000000 Penalty: 6001.042969
	Iteration 322Q: 3 clusters Score -2.200655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -22006538.000000 Penalty: 6001.042969
	Iteration 323Q: 3 clusters Score -2.200654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 152424 members 
Entering Unmasked Estep 
Score: -22006540.000000 Penalty: 6001.042969
	Iteration 324Q: 3 clusters Score -2.200654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 152434 members 
Entering Unmasked Estep 
Score: -22006544.000000 Penalty: 6001.042969
	Iteration 325Q: 3 clusters Score -2.200654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -22006532.000000 Penalty: 6001.042969
	Iteration 326Q: 3 clusters Score -2.200653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -22006548.000000 Penalty: 6001.042969
	Iteration 327Q: 3 clusters Score -2.200655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -22006552.000000 Penalty: 6001.042969
	Iteration 328Q: 3 clusters Score -2.200655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 152464 members 
Entering Unmasked Estep 
Score: -22006540.000000 Penalty: 6001.042969
	Iteration 329Q: 3 clusters Score -2.200654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -22006542.000000 Penalty: 6001.042969
	Iteration 330Q: 3 clusters Score -2.200654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 152477 members 
Entering Unmasked Estep 
Score: -22006522.000000 Penalty: 6001.042969
	Iteration 331Q: 3 clusters Score -2.200652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 152485 members 
Entering Unmasked Estep 
Score: -22006536.000000 Penalty: 6001.042969
	Iteration 332Q: 3 clusters Score -2.200654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 152490 members 
Entering Unmasked Estep 
Score: -22006528.000000 Penalty: 6001.042969
	Iteration 333Q: 3 clusters Score -2.200653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -22006520.000000 Penalty: 6001.042969
	Iteration 334Q: 3 clusters Score -2.200652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 152501 members 
Entering Unmasked Estep 
Score: -22006534.000000 Penalty: 6001.042969
	Iteration 335Q: 3 clusters Score -2.200653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 152504 members 
Entering Unmasked Estep 
Score: -22006514.000000 Penalty: 6001.042969
	Iteration 336Q: 3 clusters Score -2.200651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 6001.042969
	Iteration 337Q: 3 clusters Score -2.200652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 152515 members 
Entering Unmasked Estep 
Score: -22006514.000000 Penalty: 6001.042969
	Iteration 338Q: 3 clusters Score -2.200651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 152518 members 
Entering Unmasked Estep 
Score: -22006514.000000 Penalty: 6001.042969
	Iteration 339Q: 3 clusters Score -2.200651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -22006520.000000 Penalty: 6001.042969
	Iteration 340F: 3 clusters Score -2.200652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -22006522.000000 Penalty: 6001.042969
	Iteration 341Q: 3 clusters Score -2.200652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 152526 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 6001.042969
	Iteration 342Q: 3 clusters Score -2.200652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 6001.042969
	Iteration 343Q: 3 clusters Score -2.200652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 152527 members 
Entering Unmasked Estep 
Score: -22006518.000000 Penalty: 6001.042969
	Iteration 344F: 3 clusters Score -2.200652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 88745 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 79766 members 
Mstep: Class 5 contains 77419 members 
Mstep: Class 6 contains 26567 members 
Mstep: Class 7 contains 157824 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190280 members 
Mstep: Class 13 contains 65968 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 161992 members 
Mstep: Class 19 contains 181074 members 
Mstep: Class 20 contains 158159 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51822 members 
Mstep: Class 23 contains 77802 members 
Mstep: Class 24 contains 27143 members 
Mstep: Class 25 contains 11107 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19540 members 
Mstep: Class 29 contains 152527 members 
Entering Unmasked Estep 
Score: -194721824.000000 Penalty: 102794.593750
Splitting cluster 24 changes total score from -194721312.000000 to -194721824.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 25 (11107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Entering Unmasked Estep 
Score: -1348563.250000 Penalty: 2310.201904
	Iteration 0F: 2 clusters Score -1348563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1340218.875000 Penalty: 4620.403809
	Iteration 0F: 3 clusters Score -1340219 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1342804.500000 Penalty: 4620.403809
	Iteration 1F: 3 clusters Score -1342804 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1343190.500000 Penalty: 4620.403809
	Iteration 2F: 3 clusters Score -1343190 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1343508.875000 Penalty: 4620.403809
	Iteration 3F: 3 clusters Score -1343509 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1343818.500000 Penalty: 4620.403809
	Iteration 4F: 3 clusters Score -1343818 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1344109.750000 Penalty: 4620.403809
	Iteration 5Q: 3 clusters Score -1344110 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1344384.250000 Penalty: 4620.403809
	Iteration 6Q: 3 clusters Score -1344384 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1344673.625000 Penalty: 4620.403809
	Iteration 7Q: 3 clusters Score -1344674 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1344963.625000 Penalty: 4620.403809
	Iteration 8Q: 3 clusters Score -1344964 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1345242.375000 Penalty: 4620.403809
	Iteration 9Q: 3 clusters Score -1345242 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1345489.750000 Penalty: 4620.403809
	Iteration 10Q: 3 clusters Score -1345490 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1345747.250000 Penalty: 4620.403809
	Iteration 11Q: 3 clusters Score -1345747 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1346022.750000 Penalty: 4620.403809
	Iteration 12Q: 3 clusters Score -1346023 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1346285.125000 Penalty: 4620.403809
	Iteration 13Q: 3 clusters Score -1346285 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1346537.625000 Penalty: 4620.403809
	Iteration 14Q: 3 clusters Score -1346538 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1346759.000000 Penalty: 4620.403809
	Iteration 15Q: 3 clusters Score -1346759 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1346919.625000 Penalty: 4620.403809
	Iteration 16Q: 3 clusters Score -1346920 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1347030.375000 Penalty: 4620.403809
	Iteration 17Q: 3 clusters Score -1347030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1347108.250000 Penalty: 4620.403809
	Iteration 18Q: 3 clusters Score -1347108 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1347152.625000 Penalty: 4620.403809
	Iteration 19Q: 3 clusters Score -1347153 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1347181.375000 Penalty: 4620.403809
	Iteration 20F: 3 clusters Score -1347181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1347192.250000 Penalty: 4620.403809
	Iteration 21Q: 3 clusters Score -1347192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1347200.500000 Penalty: 4620.403809
	Iteration 22Q: 3 clusters Score -1347200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1347205.125000 Penalty: 4620.403809
	Iteration 23Q: 3 clusters Score -1347205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1347210.125000 Penalty: 4620.403809
	Iteration 24Q: 3 clusters Score -1347210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1347214.875000 Penalty: 4620.403809
	Iteration 25Q: 3 clusters Score -1347215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1347222.125000 Penalty: 4620.403809
	Iteration 26Q: 3 clusters Score -1347222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1347222.500000 Penalty: 4620.403809
	Iteration 27Q: 3 clusters Score -1347222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1347223.500000 Penalty: 4620.403809
	Iteration 28Q: 3 clusters Score -1347224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1347226.250000 Penalty: 4620.403809
	Iteration 29Q: 3 clusters Score -1347226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1347227.875000 Penalty: 4620.403809
	Iteration 30Q: 3 clusters Score -1347228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1347227.500000 Penalty: 4620.403809
	Iteration 31Q: 3 clusters Score -1347228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1347227.500000 Penalty: 4620.403809
	Iteration 32F: 3 clusters Score -1347228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Entering Unmasked Estep 
Score: -1103343.375000 Penalty: 2275.996094
	Iteration 0F: 2 clusters Score -1103343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1095842.875000 Penalty: 4551.992188
	Iteration 0F: 3 clusters Score -1095843 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1098258.250000 Penalty: 4551.992188
	Iteration 1F: 3 clusters Score -1098258 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1098689.250000 Penalty: 4551.992188
	Iteration 2F: 3 clusters Score -1098689 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1098999.125000 Penalty: 4551.992188
	Iteration 3F: 3 clusters Score -1098999 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1099290.500000 Penalty: 4551.992188
	Iteration 4F: 3 clusters Score -1099290 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1099597.375000 Penalty: 4551.992188
	Iteration 5Q: 3 clusters Score -1099597 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1099919.250000 Penalty: 4551.992188
	Iteration 6Q: 3 clusters Score -1099919 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1100296.250000 Penalty: 4551.992188
	Iteration 7Q: 3 clusters Score -1100296 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1100671.500000 Penalty: 4551.992188
	Iteration 8F: 3 clusters Score -1100672 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1100963.875000 Penalty: 4551.992188
	Iteration 9Q: 3 clusters Score -1100964 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1101184.125000 Penalty: 4551.992188
	Iteration 10Q: 3 clusters Score -1101184 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1101383.750000 Penalty: 4551.992188
	Iteration 11Q: 3 clusters Score -1101384 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1101534.250000 Penalty: 4551.992188
	Iteration 12Q: 3 clusters Score -1101534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1101642.250000 Penalty: 4551.992188
	Iteration 13Q: 3 clusters Score -1101642 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1101699.875000 Penalty: 4551.992188
	Iteration 14Q: 3 clusters Score -1101700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1101743.125000 Penalty: 4551.992188
	Iteration 15Q: 3 clusters Score -1101743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1101779.125000 Penalty: 4551.992188
	Iteration 16Q: 3 clusters Score -1101779 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1101813.500000 Penalty: 4551.992188
	Iteration 17Q: 3 clusters Score -1101814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1101871.375000 Penalty: 4551.992188
	Iteration 18Q: 3 clusters Score -1101871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1101954.000000 Penalty: 4551.992188
	Iteration 19Q: 3 clusters Score -1101954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1102021.625000 Penalty: 4551.992188
	Iteration 20F: 3 clusters Score -1102022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1102066.375000 Penalty: 4551.992188
	Iteration 21Q: 3 clusters Score -1102066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1102106.125000 Penalty: 4551.992188
	Iteration 22Q: 3 clusters Score -1102106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1102129.375000 Penalty: 4551.992188
	Iteration 23Q: 3 clusters Score -1102129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1102143.750000 Penalty: 4551.992188
	Iteration 24Q: 3 clusters Score -1102144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1102155.500000 Penalty: 4551.992188
	Iteration 25Q: 3 clusters Score -1102156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1102169.875000 Penalty: 4551.992188
	Iteration 26Q: 3 clusters Score -1102170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1102181.500000 Penalty: 4551.992188
	Iteration 27Q: 3 clusters Score -1102182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1102189.250000 Penalty: 4551.992188
	Iteration 28Q: 3 clusters Score -1102189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1102190.000000 Penalty: 4551.992188
	Iteration 29Q: 3 clusters Score -1102190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1102191.500000 Penalty: 4551.992188
	Iteration 30Q: 3 clusters Score -1102192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1102195.875000 Penalty: 4551.992188
	Iteration 31Q: 3 clusters Score -1102196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1102195.625000 Penalty: 4551.992188
	Iteration 32Q: 3 clusters Score -1102196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1102195.625000 Penalty: 4551.992188
	Iteration 33F: 3 clusters Score -1102196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -141323.093750 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -141323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139209.734375 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -139209.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139641.312500 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -139641.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139835.500000 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -139835.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139993.546875 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -139993.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -140160.187500 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -140160.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140387.281250 Penalty: 3543.234375
	Iteration 5F: 3 clusters Score -140387.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -140753.687500 Penalty: 3543.234375
	Iteration 6F: 3 clusters Score -140753.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -141251.968750 Penalty: 3543.234375
	Iteration 7F: 3 clusters Score -141252 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -141737.906250 Penalty: 3543.234375
	Iteration 8F: 3 clusters Score -141737.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141936.843750 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -141936.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142081.312500 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -142081.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -142137.046875 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -142137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142157.406250 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -142157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -142160.093750 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -142160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -142161.125000 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -142161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142161.921875 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -142161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -142161.921875 Penalty: 3543.234375
	Iteration 16F: 3 clusters Score -142161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 88745 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 79766 members 
Mstep: Class 5 contains 77419 members 
Mstep: Class 6 contains 26567 members 
Mstep: Class 7 contains 157824 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190280 members 
Mstep: Class 13 contains 65968 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 161992 members 
Mstep: Class 19 contains 181074 members 
Mstep: Class 20 contains 158159 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51822 members 
Mstep: Class 23 contains 77802 members 
Mstep: Class 24 contains 27143 members 
Mstep: Class 25 contains 11107 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 19540 members 
Mstep: Class 29 contains 152527 members 
Mstep: Class 30 contains 647 members 
Entering Unmasked Estep 
Score: -194721008.000000 Penalty: 106339.234375
Splitting cluster 27 changes total score from -194721312.000000 to -194721008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (19540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Entering Unmasked Estep 
Score: -2367660.000000 Penalty: 2450.294189
	Iteration 0F: 2 clusters Score -2367660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2353957.000000 Penalty: 4900.588379
	Iteration 0F: 3 clusters Score -2353957 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2358532.500000 Penalty: 4900.588379
	Iteration 1F: 3 clusters Score -2358532 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2358938.750000 Penalty: 4900.588379
	Iteration 2F: 3 clusters Score -2358939 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2359313.500000 Penalty: 4900.588379
	Iteration 3Q: 3 clusters Score -2359314 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2359719.750000 Penalty: 4900.588379
	Iteration 4Q: 3 clusters Score -2359720 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2360216.250000 Penalty: 4900.588379
	Iteration 5Q: 3 clusters Score -2360216 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2360919.250000 Penalty: 4900.588379
	Iteration 6F: 3 clusters Score -2360919 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2361873.000000 Penalty: 4900.588379
	Iteration 7F: 3 clusters Score -2361873 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2362978.750000 Penalty: 4900.588379
	Iteration 8F: 3 clusters Score -2362979 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2363971.750000 Penalty: 4900.588379
	Iteration 9F: 3 clusters Score -2363972 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2364571.500000 Penalty: 4900.588379
	Iteration 10Q: 3 clusters Score -2364572 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2364966.500000 Penalty: 4900.588379
	Iteration 11Q: 3 clusters Score -2364966 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2365233.000000 Penalty: 4900.588379
	Iteration 12Q: 3 clusters Score -2365233 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2365414.750000 Penalty: 4900.588379
	Iteration 13Q: 3 clusters Score -2365415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2365547.250000 Penalty: 4900.588379
	Iteration 14Q: 3 clusters Score -2365547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2365663.750000 Penalty: 4900.588379
	Iteration 15Q: 3 clusters Score -2365664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2365740.750000 Penalty: 4900.588379
	Iteration 16Q: 3 clusters Score -2365741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2365822.750000 Penalty: 4900.588379
	Iteration 17Q: 3 clusters Score -2365823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2365882.500000 Penalty: 4900.588379
	Iteration 18Q: 3 clusters Score -2365882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2365930.750000 Penalty: 4900.588379
	Iteration 19Q: 3 clusters Score -2365931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2365954.250000 Penalty: 4900.588379
	Iteration 20F: 3 clusters Score -2365954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2365969.750000 Penalty: 4900.588379
	Iteration 21Q: 3 clusters Score -2365970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2365985.000000 Penalty: 4900.588379
	Iteration 22Q: 3 clusters Score -2365985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2365994.250000 Penalty: 4900.588379
	Iteration 23Q: 3 clusters Score -2365994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2365992.000000 Penalty: 4900.588379
	Iteration 24Q: 3 clusters Score -2365992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2365998.750000 Penalty: 4900.588379
	Iteration 25Q: 3 clusters Score -2365999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2366001.750000 Penalty: 4900.588379
	Iteration 26Q: 3 clusters Score -2366002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2366009.750000 Penalty: 4900.588379
	Iteration 27Q: 3 clusters Score -2366010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2366016.250000 Penalty: 4900.588379
	Iteration 28Q: 3 clusters Score -2366016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2366020.000000 Penalty: 4900.588379
	Iteration 29Q: 3 clusters Score -2366020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2366020.250000 Penalty: 4900.588379
	Iteration 30Q: 3 clusters Score -2366020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2366023.500000 Penalty: 4900.588379
	Iteration 31Q: 3 clusters Score -2366024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2366030.750000 Penalty: 4900.588379
	Iteration 32Q: 3 clusters Score -2366031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2366028.500000 Penalty: 4900.588379
	Iteration 33Q: 3 clusters Score -2366028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2366030.750000 Penalty: 4900.588379
	Iteration 34Q: 3 clusters Score -2366031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2366033.250000 Penalty: 4900.588379
	Iteration 35Q: 3 clusters Score -2366033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2366035.500000 Penalty: 4900.588379
	Iteration 36Q: 3 clusters Score -2366036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2366035.500000 Penalty: 4900.588379
	Iteration 37F: 3 clusters Score -2366036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 88745 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 79766 members 
Mstep: Class 5 contains 77419 members 
Mstep: Class 6 contains 26567 members 
Mstep: Class 7 contains 157824 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190280 members 
Mstep: Class 13 contains 65968 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 6828 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 161992 members 
Mstep: Class 19 contains 181074 members 
Mstep: Class 20 contains 158159 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51822 members 
Mstep: Class 23 contains 77802 members 
Mstep: Class 24 contains 27143 members 
Mstep: Class 25 contains 11107 members 
Mstep: Class 26 contains 9676 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723440.000000 Penalty: 102794.593750
Iteration 359Q: 30 clusters Score -1.947234e+08 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 88662 members 
Mstep: Class 3 contains 8103 members 
Mstep: Class 4 contains 79700 members 
Mstep: Class 5 contains 77356 members 
Mstep: Class 6 contains 26617 members 
Mstep: Class 7 contains 157902 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190177 members 
Mstep: Class 13 contains 65989 members 
Mstep: Class 14 contains 43838 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 6834 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 162537 members 
Mstep: Class 19 contains 181902 members 
Mstep: Class 20 contains 158062 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51778 members 
Mstep: Class 23 contains 77751 members 
Mstep: Class 24 contains 28240 members 
Mstep: Class 25 contains 11130 members 
Mstep: Class 26 contains 9701 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19633 members 
Mstep: Class 29 contains 150259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724064.000000 Penalty: 102794.593750
Iteration 360F: 30 clusters Score -1.947241e+08 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 88525 members 
Mstep: Class 3 contains 8108 members 
Mstep: Class 4 contains 79338 members 
Mstep: Class 5 contains 76694 members 
Mstep: Class 6 contains 26593 members 
Mstep: Class 7 contains 157946 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 190060 members 
Mstep: Class 13 contains 65689 members 
Mstep: Class 14 contains 43647 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 162759 members 
Mstep: Class 19 contains 182024 members 
Mstep: Class 20 contains 158015 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51638 members 
Mstep: Class 23 contains 77656 members 
Mstep: Class 24 contains 28956 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 9672 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19715 members 
Mstep: Class 29 contains 151254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724672.000000 Penalty: 102794.593750
Iteration 361Q: 30 clusters Score -1.947247e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 88406 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 79052 members 
Mstep: Class 5 contains 76153 members 
Mstep: Class 6 contains 26593 members 
Mstep: Class 7 contains 158034 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 189927 members 
Mstep: Class 13 contains 65457 members 
Mstep: Class 14 contains 43508 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 162976 members 
Mstep: Class 19 contains 182183 members 
Mstep: Class 20 contains 157936 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51518 members 
Mstep: Class 23 contains 77583 members 
Mstep: Class 24 contains 29586 members 
Mstep: Class 25 contains 11049 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19817 members 
Mstep: Class 29 contains 151852 members 
Entering Unmasked Estep 
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Score: -194724560.000000 Penalty: 102794.593750
Iteration 362Q: 30 clusters Score -1.947246e+08 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 88294 members 
Mstep: Class 3 contains 8090 members 
Mstep: Class 4 contains 78802 members 
Mstep: Class 5 contains 75611 members 
Mstep: Class 6 contains 26613 members 
Mstep: Class 7 contains 158112 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2556 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 189745 members 
Mstep: Class 13 contains 65285 members 
Mstep: Class 14 contains 43410 members 
Mstep: Class 15 contains 3971 members 
Mstep: Class 16 contains 6824 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 163209 members 
Mstep: Class 19 contains 182317 members 
Mstep: Class 20 contains 157797 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51392 members 
Mstep: Class 23 contains 77520 members 
Mstep: Class 24 contains 30174 members 
Mstep: Class 25 contains 11018 members 
Mstep: Class 26 contains 9640 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 19930 members 
Mstep: Class 29 contains 152446 members 
Entering Unmasked Estep 
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Score: -194724800.000000 Penalty: 102794.593750
Iteration 363Q: 30 clusters Score -1.947248e+08 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 88181 members 
Mstep: Class 3 contains 8060 members 
Mstep: Class 4 contains 78592 members 
Mstep: Class 5 contains 75065 members 
Mstep: Class 6 contains 26627 members 
Mstep: Class 7 contains 158157 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189600 members 
Mstep: Class 13 contains 65107 members 
Mstep: Class 14 contains 43300 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 163426 members 
Mstep: Class 19 contains 182458 members 
Mstep: Class 20 contains 157581 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51282 members 
Mstep: Class 23 contains 77463 members 
Mstep: Class 24 contains 30779 members 
Mstep: Class 25 contains 10996 members 
Mstep: Class 26 contains 9638 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20072 members 
Mstep: Class 29 contains 153037 members 
Entering Unmasked Estep 
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Score: -194724848.000000 Penalty: 102794.593750
Iteration 364Q: 30 clusters Score -1.947248e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 88034 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 78357 members 
Mstep: Class 5 contains 74517 members 
Mstep: Class 6 contains 26617 members 
Mstep: Class 7 contains 158217 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189431 members 
Mstep: Class 13 contains 64955 members 
Mstep: Class 14 contains 43206 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 163611 members 
Mstep: Class 19 contains 182527 members 
Mstep: Class 20 contains 157428 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 51191 members 
Mstep: Class 23 contains 77421 members 
Mstep: Class 24 contains 31380 members 
Mstep: Class 25 contains 10973 members 
Mstep: Class 26 contains 9642 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20210 members 
Mstep: Class 29 contains 153698 members 
Entering Unmasked Estep 
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Score: -194725744.000000 Penalty: 102794.593750
Iteration 365Q: 30 clusters Score -1.947257e+08 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 87903 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 4 contains 78159 members 
Mstep: Class 5 contains 73989 members 
Mstep: Class 6 contains 26612 members 
Mstep: Class 7 contains 158222 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189276 members 
Mstep: Class 13 contains 64836 members 
Mstep: Class 14 contains 43121 members 
Mstep: Class 15 contains 3925 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 163854 members 
Mstep: Class 19 contains 182550 members 
Mstep: Class 20 contains 157227 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 51105 members 
Mstep: Class 23 contains 77373 members 
Mstep: Class 24 contains 31956 members 
Mstep: Class 25 contains 10960 members 
Mstep: Class 26 contains 9634 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20359 members 
Mstep: Class 29 contains 154341 members 
Entering Unmasked Estep 
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Score: -194726320.000000 Penalty: 102794.593750
Iteration 366Q: 30 clusters Score -1.947263e+08 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 87779 members 
Mstep: Class 3 contains 7914 members 
Mstep: Class 4 contains 77961 members 
Mstep: Class 5 contains 73497 members 
Mstep: Class 6 contains 26615 members 
Mstep: Class 7 contains 158213 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189184 members 
Mstep: Class 13 contains 64698 members 
Mstep: Class 14 contains 43045 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 164048 members 
Mstep: Class 19 contains 182633 members 
Mstep: Class 20 contains 156980 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 51017 members 
Mstep: Class 23 contains 77324 members 
Mstep: Class 24 contains 32512 members 
Mstep: Class 25 contains 10948 members 
Mstep: Class 26 contains 9621 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20505 members 
Mstep: Class 29 contains 154977 members 
Entering Unmasked Estep 
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Score: -194726640.000000 Penalty: 102794.593750
Iteration 367Q: 30 clusters Score -1.947266e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 87665 members 
Mstep: Class 3 contains 7848 members 
Mstep: Class 4 contains 77781 members 
Mstep: Class 5 contains 73040 members 
Mstep: Class 6 contains 26625 members 
Mstep: Class 7 contains 158195 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189098 members 
Mstep: Class 13 contains 64565 members 
Mstep: Class 14 contains 42948 members 
Mstep: Class 15 contains 3880 members 
Mstep: Class 16 contains 6820 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 164170 members 
Mstep: Class 19 contains 182738 members 
Mstep: Class 20 contains 156726 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 50927 members 
Mstep: Class 23 contains 77269 members 
Mstep: Class 24 contains 33013 members 
Mstep: Class 25 contains 10939 members 
Mstep: Class 26 contains 9605 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20661 members 
Mstep: Class 29 contains 155681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726864.000000 Penalty: 102794.593750
Iteration 368Q: 30 clusters Score -1.947269e+08 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 87537 members 
Mstep: Class 3 contains 7771 members 
Mstep: Class 4 contains 77598 members 
Mstep: Class 5 contains 72604 members 
Mstep: Class 6 contains 26626 members 
Mstep: Class 7 contains 158192 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189055 members 
Mstep: Class 13 contains 64437 members 
Mstep: Class 14 contains 42853 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 164259 members 
Mstep: Class 19 contains 182898 members 
Mstep: Class 20 contains 156468 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 50844 members 
Mstep: Class 23 contains 77206 members 
Mstep: Class 24 contains 33522 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 9595 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20804 members 
Mstep: Class 29 contains 156318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727648.000000 Penalty: 102794.593750
Iteration 369Q: 30 clusters Score -1.947276e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 87389 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 77440 members 
Mstep: Class 5 contains 72170 members 
Mstep: Class 6 contains 26618 members 
Mstep: Class 7 contains 158153 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189072 members 
Mstep: Class 13 contains 64281 members 
Mstep: Class 14 contains 42789 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 164266 members 
Mstep: Class 19 contains 183057 members 
Mstep: Class 20 contains 156237 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 50771 members 
Mstep: Class 23 contains 77144 members 
Mstep: Class 24 contains 34016 members 
Mstep: Class 25 contains 10932 members 
Mstep: Class 26 contains 9581 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 20934 members 
Mstep: Class 29 contains 157002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728320.000000 Penalty: 102794.593750
Iteration 370Q: 30 clusters Score -1.947283e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 87269 members 
Mstep: Class 3 contains 7605 members 
Mstep: Class 4 contains 77263 members 
Mstep: Class 5 contains 71748 members 
Mstep: Class 6 contains 26625 members 
Mstep: Class 7 contains 158113 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189084 members 
Mstep: Class 13 contains 64130 members 
Mstep: Class 14 contains 42735 members 
Mstep: Class 15 contains 3822 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 164271 members 
Mstep: Class 19 contains 183189 members 
Mstep: Class 20 contains 155991 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 50687 members 
Mstep: Class 23 contains 77104 members 
Mstep: Class 24 contains 34491 members 
Mstep: Class 25 contains 10928 members 
Mstep: Class 26 contains 9572 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21059 members 
Mstep: Class 29 contains 157685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727936.000000 Penalty: 102794.593750
Iteration 371Q: 30 clusters Score -1.947279e+08 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 87144 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 77062 members 
Mstep: Class 5 contains 71332 members 
Mstep: Class 6 contains 26623 members 
Mstep: Class 7 contains 158085 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189092 members 
Mstep: Class 13 contains 63999 members 
Mstep: Class 14 contains 42679 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 164276 members 
Mstep: Class 19 contains 183290 members 
Mstep: Class 20 contains 155782 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 50581 members 
Mstep: Class 23 contains 77066 members 
Mstep: Class 24 contains 34990 members 
Mstep: Class 25 contains 10925 members 
Mstep: Class 26 contains 9567 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21190 members 
Mstep: Class 29 contains 158344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728448.000000 Penalty: 102794.593750
Iteration 372Q: 30 clusters Score -1.947284e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 87029 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 76849 members 
Mstep: Class 5 contains 70949 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 158042 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 189072 members 
Mstep: Class 13 contains 63857 members 
Mstep: Class 14 contains 42593 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 164266 members 
Mstep: Class 19 contains 183373 members 
Mstep: Class 20 contains 155631 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 50520 members 
Mstep: Class 23 contains 77017 members 
Mstep: Class 24 contains 35459 members 
Mstep: Class 25 contains 10922 members 
Mstep: Class 26 contains 9549 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21334 members 
Mstep: Class 29 contains 159030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728880.000000 Penalty: 102794.593750
Iteration 373Q: 30 clusters Score -1.947289e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 86896 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 76635 members 
Mstep: Class 5 contains 70591 members 
Mstep: Class 6 contains 26624 members 
Mstep: Class 7 contains 158009 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188979 members 
Mstep: Class 13 contains 63717 members 
Mstep: Class 14 contains 42536 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 164244 members 
Mstep: Class 19 contains 183482 members 
Mstep: Class 20 contains 155519 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 50438 members 
Mstep: Class 23 contains 76967 members 
Mstep: Class 24 contains 35922 members 
Mstep: Class 25 contains 10919 members 
Mstep: Class 26 contains 9545 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21451 members 
Mstep: Class 29 contains 159738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728352.000000 Penalty: 102794.593750
Iteration 374Q: 30 clusters Score -1.947284e+08 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 86746 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 76409 members 
Mstep: Class 5 contains 70237 members 
Mstep: Class 6 contains 26643 members 
Mstep: Class 7 contains 157965 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188847 members 
Mstep: Class 13 contains 63585 members 
Mstep: Class 14 contains 42486 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 164209 members 
Mstep: Class 19 contains 183574 members 
Mstep: Class 20 contains 155496 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 50348 members 
Mstep: Class 23 contains 76891 members 
Mstep: Class 24 contains 36383 members 
Mstep: Class 25 contains 10910 members 
Mstep: Class 26 contains 9533 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21573 members 
Mstep: Class 29 contains 160460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728464.000000 Penalty: 102794.593750
Iteration 375Q: 30 clusters Score -1.947285e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 86596 members 
Mstep: Class 3 contains 7238 members 
Mstep: Class 4 contains 76188 members 
Mstep: Class 5 contains 69896 members 
Mstep: Class 6 contains 26653 members 
Mstep: Class 7 contains 157933 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2568 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188696 members 
Mstep: Class 13 contains 63427 members 
Mstep: Class 14 contains 42434 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 164180 members 
Mstep: Class 19 contains 183738 members 
Mstep: Class 20 contains 155508 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 50248 members 
Mstep: Class 23 contains 76796 members 
Mstep: Class 24 contains 36843 members 
Mstep: Class 25 contains 10901 members 
Mstep: Class 26 contains 9521 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21675 members 
Mstep: Class 29 contains 161149 members 
Entering Unmasked Estep 
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Score: -194728688.000000 Penalty: 102794.593750
Iteration 376Q: 30 clusters Score -1.947287e+08 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 86458 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 75922 members 
Mstep: Class 5 contains 69552 members 
Mstep: Class 6 contains 26650 members 
Mstep: Class 7 contains 157889 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 188529 members 
Mstep: Class 13 contains 63273 members 
Mstep: Class 14 contains 42395 members 
Mstep: Class 15 contains 3739 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 164156 members 
Mstep: Class 19 contains 183840 members 
Mstep: Class 20 contains 155537 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 50155 members 
Mstep: Class 23 contains 76717 members 
Mstep: Class 24 contains 37321 members 
Mstep: Class 25 contains 10888 members 
Mstep: Class 26 contains 9507 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21777 members 
Mstep: Class 29 contains 161893 members 
Entering Unmasked Estep 
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Score: -194729552.000000 Penalty: 102794.593750
Iteration 377Q: 30 clusters Score -1.947296e+08 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 86279 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 75658 members 
Mstep: Class 5 contains 69226 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 157838 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188403 members 
Mstep: Class 13 contains 63139 members 
Mstep: Class 14 contains 42349 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 164133 members 
Mstep: Class 19 contains 184011 members 
Mstep: Class 20 contains 155518 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 50069 members 
Mstep: Class 23 contains 76634 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 10871 members 
Mstep: Class 26 contains 9504 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21884 members 
Mstep: Class 29 contains 162554 members 
Entering Unmasked Estep 
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Iteration 378Q: 30 clusters Score -1.947294e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 86110 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 75401 members 
Mstep: Class 5 contains 68898 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 157815 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2567 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188308 members 
Mstep: Class 13 contains 62994 members 
Mstep: Class 14 contains 42310 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 164046 members 
Mstep: Class 19 contains 184198 members 
Mstep: Class 20 contains 155429 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49987 members 
Mstep: Class 23 contains 76537 members 
Mstep: Class 24 contains 38374 members 
Mstep: Class 25 contains 10872 members 
Mstep: Class 26 contains 9507 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 21989 members 
Mstep: Class 29 contains 163225 members 
Entering Unmasked Estep 
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Iteration 379Q: 30 clusters Score -1.947299e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 85955 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 75118 members 
Mstep: Class 5 contains 68586 members 
Mstep: Class 6 contains 26617 members 
Mstep: Class 7 contains 157744 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188184 members 
Mstep: Class 13 contains 62862 members 
Mstep: Class 14 contains 42256 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 164004 members 
Mstep: Class 19 contains 184383 members 
Mstep: Class 20 contains 155375 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49909 members 
Mstep: Class 23 contains 76452 members 
Mstep: Class 24 contains 38918 members 
Mstep: Class 25 contains 10869 members 
Mstep: Class 26 contains 9514 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 22093 members 
Mstep: Class 29 contains 163889 members 
Entering Unmasked Estep 
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Score: -194730272.000000 Penalty: 102794.593750
Iteration 380F: 30 clusters Score -1.947303e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 85792 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 74843 members 
Mstep: Class 5 contains 68319 members 
Mstep: Class 6 contains 26603 members 
Mstep: Class 7 contains 157647 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 188092 members 
Mstep: Class 13 contains 62729 members 
Mstep: Class 14 contains 42194 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 163924 members 
Mstep: Class 19 contains 184631 members 
Mstep: Class 20 contains 155342 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49830 members 
Mstep: Class 23 contains 76366 members 
Mstep: Class 24 contains 39441 members 
Mstep: Class 25 contains 10861 members 
Mstep: Class 26 contains 9502 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 22211 members 
Mstep: Class 29 contains 164509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731024.000000 Penalty: 102794.593750
Iteration 381Q: 30 clusters Score -1.94731e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 85593 members 
Mstep: Class 3 contains 6814 members 
Mstep: Class 4 contains 74579 members 
Mstep: Class 5 contains 68073 members 
Mstep: Class 6 contains 26592 members 
Mstep: Class 7 contains 157597 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187981 members 
Mstep: Class 13 contains 62607 members 
Mstep: Class 14 contains 42142 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 163846 members 
Mstep: Class 19 contains 184875 members 
Mstep: Class 20 contains 155275 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49741 members 
Mstep: Class 23 contains 76269 members 
Mstep: Class 24 contains 39962 members 
Mstep: Class 25 contains 10854 members 
Mstep: Class 26 contains 9497 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 22335 members 
Mstep: Class 29 contains 165121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731600.000000 Penalty: 102794.593750
Iteration 382Q: 30 clusters Score -1.947316e+08 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 85419 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 74312 members 
Mstep: Class 5 contains 67834 members 
Mstep: Class 6 contains 26580 members 
Mstep: Class 7 contains 157547 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187873 members 
Mstep: Class 13 contains 62479 members 
Mstep: Class 14 contains 42083 members 
Mstep: Class 15 contains 3596 members 
Mstep: Class 16 contains 6811 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 163745 members 
Mstep: Class 19 contains 185173 members 
Mstep: Class 20 contains 155205 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49637 members 
Mstep: Class 23 contains 76155 members 
Mstep: Class 24 contains 40472 members 
Mstep: Class 25 contains 10855 members 
Mstep: Class 26 contains 9508 members 
Mstep: Class 27 contains 1266 members 
Mstep: Class 28 contains 22446 members 
Mstep: Class 29 contains 165718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732160.000000 Penalty: 102794.593750
Iteration 383Q: 30 clusters Score -1.947322e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 85213 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 74071 members 
Mstep: Class 5 contains 67618 members 
Mstep: Class 6 contains 26566 members 
Mstep: Class 7 contains 157476 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187768 members 
Mstep: Class 13 contains 62330 members 
Mstep: Class 14 contains 42038 members 
Mstep: Class 15 contains 3570 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 163626 members 
Mstep: Class 19 contains 185523 members 
Mstep: Class 20 contains 155154 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49549 members 
Mstep: Class 23 contains 76054 members 
Mstep: Class 24 contains 40975 members 
Mstep: Class 25 contains 10859 members 
Mstep: Class 26 contains 9515 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 22543 members 
Mstep: Class 29 contains 166246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731904.000000 Penalty: 102794.593750
Iteration 384Q: 30 clusters Score -1.947319e+08 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 85028 members 
Mstep: Class 3 contains 6632 members 
Mstep: Class 4 contains 73840 members 
Mstep: Class 5 contains 67422 members 
Mstep: Class 6 contains 26553 members 
Mstep: Class 7 contains 157408 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187652 members 
Mstep: Class 13 contains 62171 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 163478 members 
Mstep: Class 19 contains 185889 members 
Mstep: Class 20 contains 155114 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49470 members 
Mstep: Class 23 contains 75946 members 
Mstep: Class 24 contains 41426 members 
Mstep: Class 25 contains 10852 members 
Mstep: Class 26 contains 9523 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 22662 members 
Mstep: Class 29 contains 166779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731920.000000 Penalty: 102794.593750
Iteration 385Q: 30 clusters Score -1.947319e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 84848 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 73628 members 
Mstep: Class 5 contains 67229 members 
Mstep: Class 6 contains 26537 members 
Mstep: Class 7 contains 157296 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187534 members 
Mstep: Class 13 contains 62009 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 163325 members 
Mstep: Class 19 contains 186287 members 
Mstep: Class 20 contains 155064 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49385 members 
Mstep: Class 23 contains 75846 members 
Mstep: Class 24 contains 41858 members 
Mstep: Class 25 contains 10849 members 
Mstep: Class 26 contains 9513 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 22793 members 
Mstep: Class 29 contains 167327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732496.000000 Penalty: 102794.593750
Iteration 386Q: 30 clusters Score -1.947325e+08 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 84668 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 73411 members 
Mstep: Class 5 contains 67009 members 
Mstep: Class 6 contains 26514 members 
Mstep: Class 7 contains 157231 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187388 members 
Mstep: Class 13 contains 61872 members 
Mstep: Class 14 contains 41884 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 163155 members 
Mstep: Class 19 contains 186639 members 
Mstep: Class 20 contains 155050 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49283 members 
Mstep: Class 23 contains 75737 members 
Mstep: Class 24 contains 42311 members 
Mstep: Class 25 contains 10854 members 
Mstep: Class 26 contains 9505 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 22917 members 
Mstep: Class 29 contains 167897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732224.000000 Penalty: 102794.593750
Iteration 387Q: 30 clusters Score -1.947322e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 84479 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 73185 members 
Mstep: Class 5 contains 66793 members 
Mstep: Class 6 contains 26489 members 
Mstep: Class 7 contains 157129 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2559 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187274 members 
Mstep: Class 13 contains 61751 members 
Mstep: Class 14 contains 41830 members 
Mstep: Class 15 contains 3495 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 163011 members 
Mstep: Class 19 contains 187043 members 
Mstep: Class 20 contains 154988 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49194 members 
Mstep: Class 23 contains 75627 members 
Mstep: Class 24 contains 42809 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 9506 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23038 members 
Mstep: Class 29 contains 168379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732096.000000 Penalty: 102794.593750
Iteration 388Q: 30 clusters Score -1.947321e+08 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 84304 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 72964 members 
Mstep: Class 5 contains 66589 members 
Mstep: Class 6 contains 26465 members 
Mstep: Class 7 contains 157026 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 187133 members 
Mstep: Class 13 contains 61613 members 
Mstep: Class 14 contains 41765 members 
Mstep: Class 15 contains 3484 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 162874 members 
Mstep: Class 19 contains 187443 members 
Mstep: Class 20 contains 154951 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 49096 members 
Mstep: Class 23 contains 75537 members 
Mstep: Class 24 contains 43320 members 
Mstep: Class 25 contains 10857 members 
Mstep: Class 26 contains 9519 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23164 members 
Mstep: Class 29 contains 168801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731920.000000 Penalty: 102794.593750
Iteration 389Q: 30 clusters Score -1.947319e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 84107 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 72748 members 
Mstep: Class 5 contains 66387 members 
Mstep: Class 6 contains 26448 members 
Mstep: Class 7 contains 156895 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186997 members 
Mstep: Class 13 contains 61477 members 
Mstep: Class 14 contains 41690 members 
Mstep: Class 15 contains 3469 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 162812 members 
Mstep: Class 19 contains 187890 members 
Mstep: Class 20 contains 154908 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48992 members 
Mstep: Class 23 contains 75433 members 
Mstep: Class 24 contains 43836 members 
Mstep: Class 25 contains 10851 members 
Mstep: Class 26 contains 9521 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23292 members 
Mstep: Class 29 contains 169178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732128.000000 Penalty: 102794.593750
Iteration 390Q: 30 clusters Score -1.947321e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 83917 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 72538 members 
Mstep: Class 5 contains 66211 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 7 contains 156754 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186889 members 
Mstep: Class 13 contains 61328 members 
Mstep: Class 14 contains 41602 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 162714 members 
Mstep: Class 19 contains 188349 members 
Mstep: Class 20 contains 154874 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48897 members 
Mstep: Class 23 contains 75316 members 
Mstep: Class 24 contains 44343 members 
Mstep: Class 25 contains 10840 members 
Mstep: Class 26 contains 9520 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23454 members 
Mstep: Class 29 contains 169554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732832.000000 Penalty: 102794.593750
Iteration 391Q: 30 clusters Score -1.947328e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 83711 members 
Mstep: Class 3 contains 6380 members 
Mstep: Class 4 contains 72336 members 
Mstep: Class 5 contains 65997 members 
Mstep: Class 6 contains 26376 members 
Mstep: Class 7 contains 156603 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186772 members 
Mstep: Class 13 contains 61184 members 
Mstep: Class 14 contains 41512 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 162555 members 
Mstep: Class 19 contains 188896 members 
Mstep: Class 20 contains 154917 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48791 members 
Mstep: Class 23 contains 75194 members 
Mstep: Class 24 contains 44849 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 9507 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23619 members 
Mstep: Class 29 contains 169909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733536.000000 Penalty: 102794.593750
Iteration 392Q: 30 clusters Score -1.947335e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 83530 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 72135 members 
Mstep: Class 5 contains 65828 members 
Mstep: Class 6 contains 26354 members 
Mstep: Class 7 contains 156460 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186635 members 
Mstep: Class 13 contains 61030 members 
Mstep: Class 14 contains 41422 members 
Mstep: Class 15 contains 3430 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 162420 members 
Mstep: Class 19 contains 189464 members 
Mstep: Class 20 contains 154909 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48688 members 
Mstep: Class 23 contains 75081 members 
Mstep: Class 24 contains 45312 members 
Mstep: Class 25 contains 10816 members 
Mstep: Class 26 contains 9500 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23743 members 
Mstep: Class 29 contains 170270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733520.000000 Penalty: 102794.593750
Iteration 393Q: 30 clusters Score -1.947335e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 83358 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 71908 members 
Mstep: Class 5 contains 65694 members 
Mstep: Class 6 contains 26326 members 
Mstep: Class 7 contains 156332 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186460 members 
Mstep: Class 13 contains 60892 members 
Mstep: Class 14 contains 41336 members 
Mstep: Class 15 contains 3422 members 
Mstep: Class 16 contains 6819 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 162295 members 
Mstep: Class 19 contains 190032 members 
Mstep: Class 20 contains 154921 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48566 members 
Mstep: Class 23 contains 74975 members 
Mstep: Class 24 contains 45753 members 
Mstep: Class 25 contains 10803 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23860 members 
Mstep: Class 29 contains 170644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734192.000000 Penalty: 102794.593750
Iteration 394Q: 30 clusters Score -1.947342e+08 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 83154 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 4 contains 71682 members 
Mstep: Class 5 contains 65547 members 
Mstep: Class 6 contains 26304 members 
Mstep: Class 7 contains 156219 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186266 members 
Mstep: Class 13 contains 60744 members 
Mstep: Class 14 contains 41259 members 
Mstep: Class 15 contains 3403 members 
Mstep: Class 16 contains 6818 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 162263 members 
Mstep: Class 19 contains 190579 members 
Mstep: Class 20 contains 154908 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48457 members 
Mstep: Class 23 contains 74840 members 
Mstep: Class 24 contains 46206 members 
Mstep: Class 25 contains 10795 members 
Mstep: Class 26 contains 9501 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 23986 members 
Mstep: Class 29 contains 170997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734624.000000 Penalty: 102794.593750
Iteration 395Q: 30 clusters Score -1.947346e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 82946 members 
Mstep: Class 3 contains 6242 members 
Mstep: Class 4 contains 71471 members 
Mstep: Class 5 contains 65398 members 
Mstep: Class 6 contains 26280 members 
Mstep: Class 7 contains 156082 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2561 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 186075 members 
Mstep: Class 13 contains 60621 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 6817 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 162258 members 
Mstep: Class 19 contains 191053 members 
Mstep: Class 20 contains 154907 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48363 members 
Mstep: Class 23 contains 74733 members 
Mstep: Class 24 contains 46646 members 
Mstep: Class 25 contains 10791 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 24092 members 
Mstep: Class 29 contains 171350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735744.000000 Penalty: 102794.593750
Iteration 396Q: 30 clusters Score -1.947357e+08 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82743 members 
Mstep: Class 3 contains 6215 members 
Mstep: Class 4 contains 71265 members 
Mstep: Class 5 contains 65263 members 
Mstep: Class 6 contains 26248 members 
Mstep: Class 7 contains 155977 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2558 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 185871 members 
Mstep: Class 13 contains 60491 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 3380 members 
Mstep: Class 16 contains 6809 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 162187 members 
Mstep: Class 19 contains 191588 members 
Mstep: Class 20 contains 154888 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48275 members 
Mstep: Class 23 contains 74631 members 
Mstep: Class 24 contains 47072 members 
Mstep: Class 25 contains 10783 members 
Mstep: Class 26 contains 9492 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 24212 members 
Mstep: Class 29 contains 171707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736048.000000 Penalty: 102794.593750
Iteration 397Q: 30 clusters Score -1.94736e+08 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82571 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 71044 members 
Mstep: Class 5 contains 65109 members 
Mstep: Class 6 contains 26221 members 
Mstep: Class 7 contains 155877 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2557 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 185673 members 
Mstep: Class 13 contains 60345 members 
Mstep: Class 14 contains 41009 members 
Mstep: Class 15 contains 3362 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 162089 members 
Mstep: Class 19 contains 192154 members 
Mstep: Class 20 contains 154832 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48173 members 
Mstep: Class 23 contains 74522 members 
Mstep: Class 24 contains 47492 members 
Mstep: Class 25 contains 10777 members 
Mstep: Class 26 contains 9506 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 24359 members 
Mstep: Class 29 contains 172080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736624.000000 Penalty: 102794.593750
Iteration 398Q: 30 clusters Score -1.947366e+08 nChanged 4831
Entering ConstructFrom: 
Score: -194736624.000000 Penalty: 102794.593750
Entering ConstructFrom: 
Trying to split cluster 1 (2018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Entering Unmasked Estep 
Score: -248782.562500 Penalty: 1887.245850
	Iteration 0F: 2 clusters Score -248782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -246081.343750 Penalty: 3774.491699
	Iteration 0F: 3 clusters Score -246081.3 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -246573.515625 Penalty: 3774.491699
	Iteration 1F: 3 clusters Score -246573.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -246698.734375 Penalty: 3774.491699
	Iteration 2F: 3 clusters Score -246698.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -246752.328125 Penalty: 3774.491699
	Iteration 3Q: 3 clusters Score -246752.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -246787.593750 Penalty: 3774.491699
	Iteration 4Q: 3 clusters Score -246787.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -246813.437500 Penalty: 3774.491699
	Iteration 5Q: 3 clusters Score -246813.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -246830.156250 Penalty: 3774.491699
	Iteration 6Q: 3 clusters Score -246830.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -246845.750000 Penalty: 3774.491699
	Iteration 7Q: 3 clusters Score -246845.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -246861.156250 Penalty: 3774.491699
	Iteration 8Q: 3 clusters Score -246861.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -246870.734375 Penalty: 3774.491699
	Iteration 9Q: 3 clusters Score -246870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -246878.484375 Penalty: 3774.491699
	Iteration 10Q: 3 clusters Score -246878.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -246886.406250 Penalty: 3774.491699
	Iteration 11Q: 3 clusters Score -246886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -246891.234375 Penalty: 3774.491699
	Iteration 12Q: 3 clusters Score -246891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -246895.718750 Penalty: 3774.491699
	Iteration 13Q: 3 clusters Score -246895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246899.734375 Penalty: 3774.491699
	Iteration 14Q: 3 clusters Score -246899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -246905.218750 Penalty: 3774.491699
	Iteration 15Q: 3 clusters Score -246905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -246909.187500 Penalty: 3774.491699
	Iteration 16Q: 3 clusters Score -246909.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -246913.906250 Penalty: 3774.491699
	Iteration 17Q: 3 clusters Score -246913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -246915.875000 Penalty: 3774.491699
	Iteration 18Q: 3 clusters Score -246915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -246919.781250 Penalty: 3774.491699
	Iteration 19Q: 3 clusters Score -246919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -246921.296875 Penalty: 3774.491699
	Iteration 20F: 3 clusters Score -246921.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -246922.984375 Penalty: 3774.491699
	Iteration 21Q: 3 clusters Score -246923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246925.750000 Penalty: 3774.491699
	Iteration 22Q: 3 clusters Score -246925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246928.468750 Penalty: 3774.491699
	Iteration 23Q: 3 clusters Score -246928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246931.265625 Penalty: 3774.491699
	Iteration 24Q: 3 clusters Score -246931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -246933.953125 Penalty: 3774.491699
	Iteration 25Q: 3 clusters Score -246934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -246935.156250 Penalty: 3774.491699
	Iteration 26Q: 3 clusters Score -246935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -246935.984375 Penalty: 3774.491699
	Iteration 27Q: 3 clusters Score -246936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -246936.421875 Penalty: 3774.491699
	Iteration 28Q: 3 clusters Score -246936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -246936.578125 Penalty: 3774.491699
	Iteration 29Q: 3 clusters Score -246936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -246937.421875 Penalty: 3774.491699
	Iteration 30Q: 3 clusters Score -246937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -246937.203125 Penalty: 3774.491699
	Iteration 31Q: 3 clusters Score -246937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -246937.203125 Penalty: 3774.491699
	Iteration 32F: 3 clusters Score -246937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (82368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Entering Unmasked Estep 
Score: -10269442.000000 Penalty: 2807.100342
	Iteration 0F: 2 clusters Score -1.026944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -10214211.000000 Penalty: 5614.200684
	Iteration 0F: 3 clusters Score -1.021421e+07 nChanged 38813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -10236481.000000 Penalty: 5614.200684
	Iteration 1F: 3 clusters Score -1.023648e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -10237295.000000 Penalty: 5614.200684
	Iteration 2Q: 3 clusters Score -1.02373e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -10238216.000000 Penalty: 5614.200684
	Iteration 3Q: 3 clusters Score -1.023822e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -10239459.000000 Penalty: 5614.200684
	Iteration 4Q: 3 clusters Score -1.023946e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -10241312.000000 Penalty: 5614.200684
	Iteration 5Q: 3 clusters Score -1.024131e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -10243863.000000 Penalty: 5614.200684
	Iteration 6F: 3 clusters Score -1.024386e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -10247579.000000 Penalty: 5614.200684
	Iteration 7F: 3 clusters Score -1.024758e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -10252009.000000 Penalty: 5614.200684
	Iteration 8F: 3 clusters Score -1.025201e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -10256153.000000 Penalty: 5614.200684
	Iteration 9F: 3 clusters Score -1.025615e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -10258746.000000 Penalty: 5614.200684
	Iteration 10Q: 3 clusters Score -1.025875e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62043 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -10260191.000000 Penalty: 5614.200684
	Iteration 11Q: 3 clusters Score -1.026019e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -10261179.000000 Penalty: 5614.200684
	Iteration 12Q: 3 clusters Score -1.026118e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -10261807.000000 Penalty: 5614.200684
	Iteration 13Q: 3 clusters Score -1.026181e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -10262399.000000 Penalty: 5614.200684
	Iteration 14Q: 3 clusters Score -1.02624e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -10262866.000000 Penalty: 5614.200684
	Iteration 15Q: 3 clusters Score -1.026287e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -10263384.000000 Penalty: 5614.200684
	Iteration 16Q: 3 clusters Score -1.026338e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -10263719.000000 Penalty: 5614.200684
	Iteration 17Q: 3 clusters Score -1.026372e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -10264037.000000 Penalty: 5614.200684
	Iteration 18Q: 3 clusters Score -1.026404e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -10264371.000000 Penalty: 5614.200684
	Iteration 19Q: 3 clusters Score -1.026437e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -10264572.000000 Penalty: 5614.200684
	Iteration 20F: 3 clusters Score -1.026457e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -10264826.000000 Penalty: 5614.200684
	Iteration 21Q: 3 clusters Score -1.026483e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -10265014.000000 Penalty: 5614.200684
	Iteration 22Q: 3 clusters Score -1.026501e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -10265214.000000 Penalty: 5614.200684
	Iteration 23Q: 3 clusters Score -1.026521e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -10265350.000000 Penalty: 5614.200684
	Iteration 24Q: 3 clusters Score -1.026535e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -10265477.000000 Penalty: 5614.200684
	Iteration 25Q: 3 clusters Score -1.026548e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -10265613.000000 Penalty: 5614.200684
	Iteration 26Q: 3 clusters Score -1.026561e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -10265718.000000 Penalty: 5614.200684
	Iteration 27Q: 3 clusters Score -1.026572e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -10265797.000000 Penalty: 5614.200684
	Iteration 28Q: 3 clusters Score -1.02658e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -10265883.000000 Penalty: 5614.200684
	Iteration 29Q: 3 clusters Score -1.026588e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -10265996.000000 Penalty: 5614.200684
	Iteration 30Q: 3 clusters Score -1.0266e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -10266075.000000 Penalty: 5614.200684
	Iteration 31Q: 3 clusters Score -1.026608e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -10266180.000000 Penalty: 5614.200684
	Iteration 32Q: 3 clusters Score -1.026618e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -10266257.000000 Penalty: 5614.200684
	Iteration 33Q: 3 clusters Score -1.026626e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -10266315.000000 Penalty: 5614.200684
	Iteration 34Q: 3 clusters Score -1.026632e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -10266387.000000 Penalty: 5614.200684
	Iteration 35Q: 3 clusters Score -1.026639e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -10266487.000000 Penalty: 5614.200684
	Iteration 36Q: 3 clusters Score -1.026649e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -10266509.000000 Penalty: 5614.200684
	Iteration 37Q: 3 clusters Score -1.026651e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -10266573.000000 Penalty: 5614.200684
	Iteration 38Q: 3 clusters Score -1.026657e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10266604.000000 Penalty: 5614.200684
	Iteration 39Q: 3 clusters Score -1.02666e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -10266629.000000 Penalty: 5614.200684
	Iteration 40F: 3 clusters Score -1.026663e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -10266660.000000 Penalty: 5614.200684
	Iteration 41Q: 3 clusters Score -1.026666e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -10266709.000000 Penalty: 5614.200684
	Iteration 42Q: 3 clusters Score -1.026671e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -10266794.000000 Penalty: 5614.200684
	Iteration 43Q: 3 clusters Score -1.026679e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -10266807.000000 Penalty: 5614.200684
	Iteration 44Q: 3 clusters Score -1.026681e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -10266821.000000 Penalty: 5614.200684
	Iteration 45Q: 3 clusters Score -1.026682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -10266842.000000 Penalty: 5614.200684
	Iteration 46Q: 3 clusters Score -1.026684e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10266860.000000 Penalty: 5614.200684
	Iteration 47Q: 3 clusters Score -1.026686e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -10266874.000000 Penalty: 5614.200684
	Iteration 48Q: 3 clusters Score -1.026687e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -10266896.000000 Penalty: 5614.200684
	Iteration 49Q: 3 clusters Score -1.02669e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -10266917.000000 Penalty: 5614.200684
	Iteration 50Q: 3 clusters Score -1.026692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10266921.000000 Penalty: 5614.200684
	Iteration 51Q: 3 clusters Score -1.026692e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -10266934.000000 Penalty: 5614.200684
	Iteration 52Q: 3 clusters Score -1.026693e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10266955.000000 Penalty: 5614.200684
	Iteration 53Q: 3 clusters Score -1.026696e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10266965.000000 Penalty: 5614.200684
	Iteration 54Q: 3 clusters Score -1.026696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -10266977.000000 Penalty: 5614.200684
	Iteration 55Q: 3 clusters Score -1.026698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10266986.000000 Penalty: 5614.200684
	Iteration 56Q: 3 clusters Score -1.026699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10266982.000000 Penalty: 5614.200684
	Iteration 57Q: 3 clusters Score -1.026698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10266988.000000 Penalty: 5614.200684
	Iteration 58Q: 3 clusters Score -1.026699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10266991.000000 Penalty: 5614.200684
	Iteration 59Q: 3 clusters Score -1.026699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10267004.000000 Penalty: 5614.200684
	Iteration 60F: 3 clusters Score -1.0267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10266997.000000 Penalty: 5614.200684
	Iteration 61Q: 3 clusters Score -1.0267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10266996.000000 Penalty: 5614.200684
	Iteration 62Q: 3 clusters Score -1.0267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -10267008.000000 Penalty: 5614.200684
	Iteration 63Q: 3 clusters Score -1.026701e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10267003.000000 Penalty: 5614.200684
	Iteration 64Q: 3 clusters Score -1.0267e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10266991.000000 Penalty: 5614.200684
	Iteration 65Q: 3 clusters Score -1.026699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10267005.000000 Penalty: 5614.200684
	Iteration 66Q: 3 clusters Score -1.0267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10267006.000000 Penalty: 5614.200684
	Iteration 67Q: 3 clusters Score -1.026701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10267015.000000 Penalty: 5614.200684
	Iteration 68Q: 3 clusters Score -1.026702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10267024.000000 Penalty: 5614.200684
	Iteration 69Q: 3 clusters Score -1.026702e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10267022.000000 Penalty: 5614.200684
	Iteration 70Q: 3 clusters Score -1.026702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10267017.000000 Penalty: 5614.200684
	Iteration 71Q: 3 clusters Score -1.026702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80328 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10267012.000000 Penalty: 5614.200684
	Iteration 72Q: 3 clusters Score -1.026701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10267023.000000 Penalty: 5614.200684
	Iteration 73Q: 3 clusters Score -1.026702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -10267026.000000 Penalty: 5614.200684
	Iteration 74Q: 3 clusters Score -1.026703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80336 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10267017.000000 Penalty: 5614.200684
	Iteration 75Q: 3 clusters Score -1.026702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10267013.000000 Penalty: 5614.200684
	Iteration 76Q: 3 clusters Score -1.026701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10267011.000000 Penalty: 5614.200684
	Iteration 77Q: 3 clusters Score -1.026701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10267000.000000 Penalty: 5614.200684
	Iteration 78Q: 3 clusters Score -1.0267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10267015.000000 Penalty: 5614.200684
	Iteration 79Q: 3 clusters Score -1.026702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10267014.000000 Penalty: 5614.200684
	Iteration 80F: 3 clusters Score -1.026701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10267016.000000 Penalty: 5614.200684
	Iteration 81Q: 3 clusters Score -1.026702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10267020.000000 Penalty: 5614.200684
	Iteration 82Q: 3 clusters Score -1.026702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10267020.000000 Penalty: 5614.200684
	Iteration 83F: 3 clusters Score -1.026702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -716947.812500 Penalty: 2164.489014
	Iteration 0F: 2 clusters Score -716947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -711677.187500 Penalty: 4328.978027
	Iteration 0F: 3 clusters Score -711677.2 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -712991.562500 Penalty: 4328.978027
	Iteration 1F: 3 clusters Score -712991.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -713211.125000 Penalty: 4328.978027
	Iteration 2F: 3 clusters Score -713211.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -713354.750000 Penalty: 4328.978027
	Iteration 3Q: 3 clusters Score -713354.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -713476.500000 Penalty: 4328.978027
	Iteration 4Q: 3 clusters Score -713476.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -713569.187500 Penalty: 4328.978027
	Iteration 5Q: 3 clusters Score -713569.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -713642.750000 Penalty: 4328.978027
	Iteration 6Q: 3 clusters Score -713642.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -713721.562500 Penalty: 4328.978027
	Iteration 7Q: 3 clusters Score -713721.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -713809.937500 Penalty: 4328.978027
	Iteration 8Q: 3 clusters Score -713809.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -713883.500000 Penalty: 4328.978027
	Iteration 9Q: 3 clusters Score -713883.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -713973.625000 Penalty: 4328.978027
	Iteration 10Q: 3 clusters Score -713973.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -714071.187500 Penalty: 4328.978027
	Iteration 11Q: 3 clusters Score -714071.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -714185.750000 Penalty: 4328.978027
	Iteration 12Q: 3 clusters Score -714185.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -714299.562500 Penalty: 4328.978027
	Iteration 13Q: 3 clusters Score -714299.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -714397.000000 Penalty: 4328.978027
	Iteration 14Q: 3 clusters Score -714397 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -714501.312500 Penalty: 4328.978027
	Iteration 15Q: 3 clusters Score -714501.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -714627.750000 Penalty: 4328.978027
	Iteration 16Q: 3 clusters Score -714627.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -714749.250000 Penalty: 4328.978027
	Iteration 17Q: 3 clusters Score -714749.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -714848.250000 Penalty: 4328.978027
	Iteration 18Q: 3 clusters Score -714848.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -714939.687500 Penalty: 4328.978027
	Iteration 19Q: 3 clusters Score -714939.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -715031.375000 Penalty: 4328.978027
	Iteration 20F: 3 clusters Score -715031.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -715102.437500 Penalty: 4328.978027
	Iteration 21Q: 3 clusters Score -715102.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -715151.125000 Penalty: 4328.978027
	Iteration 22Q: 3 clusters Score -715151.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -715187.875000 Penalty: 4328.978027
	Iteration 23Q: 3 clusters Score -715187.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -715225.625000 Penalty: 4328.978027
	Iteration 24Q: 3 clusters Score -715225.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -715263.750000 Penalty: 4328.978027
	Iteration 25Q: 3 clusters Score -715263.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -715312.125000 Penalty: 4328.978027
	Iteration 26Q: 3 clusters Score -715312.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -715342.187500 Penalty: 4328.978027
	Iteration 27Q: 3 clusters Score -715342.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -715369.375000 Penalty: 4328.978027
	Iteration 28Q: 3 clusters Score -715369.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -715386.750000 Penalty: 4328.978027
	Iteration 29Q: 3 clusters Score -715386.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -715404.625000 Penalty: 4328.978027
	Iteration 30Q: 3 clusters Score -715404.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -715420.687500 Penalty: 4328.978027
	Iteration 31Q: 3 clusters Score -715420.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -715431.312500 Penalty: 4328.978027
	Iteration 32Q: 3 clusters Score -715431.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -715438.875000 Penalty: 4328.978027
	Iteration 33Q: 3 clusters Score -715438.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -715452.625000 Penalty: 4328.978027
	Iteration 34Q: 3 clusters Score -715452.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -715464.937500 Penalty: 4328.978027
	Iteration 35Q: 3 clusters Score -715464.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -715476.625000 Penalty: 4328.978027
	Iteration 36Q: 3 clusters Score -715476.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -715486.000000 Penalty: 4328.978027
	Iteration 37Q: 3 clusters Score -715486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -715493.625000 Penalty: 4328.978027
	Iteration 38Q: 3 clusters Score -715493.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -715500.187500 Penalty: 4328.978027
	Iteration 39Q: 3 clusters Score -715500.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -715505.062500 Penalty: 4328.978027
	Iteration 40F: 3 clusters Score -715505.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -715509.500000 Penalty: 4328.978027
	Iteration 41Q: 3 clusters Score -715509.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -715514.187500 Penalty: 4328.978027
	Iteration 42Q: 3 clusters Score -715514.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -715518.062500 Penalty: 4328.978027
	Iteration 43Q: 3 clusters Score -715518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -715520.562500 Penalty: 4328.978027
	Iteration 44Q: 3 clusters Score -715520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -715521.687500 Penalty: 4328.978027
	Iteration 45Q: 3 clusters Score -715521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -715523.312500 Penalty: 4328.978027
	Iteration 46Q: 3 clusters Score -715523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -715527.250000 Penalty: 4328.978027
	Iteration 47Q: 3 clusters Score -715527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -715527.625000 Penalty: 4328.978027
	Iteration 48Q: 3 clusters Score -715527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -715529.250000 Penalty: 4328.978027
	Iteration 49Q: 3 clusters Score -715529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -715529.375000 Penalty: 4328.978027
	Iteration 50Q: 3 clusters Score -715529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -715528.437500 Penalty: 4328.978027
	Iteration 51Q: 3 clusters Score -715528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -715528.937500 Penalty: 4328.978027
	Iteration 52Q: 3 clusters Score -715528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -715529.812500 Penalty: 4328.978027
	Iteration 53Q: 3 clusters Score -715529.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -715529.812500 Penalty: 4328.978027
	Iteration 54F: 3 clusters Score -715529.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70825 members 
Entering Unmasked Estep 
Score: -8824894.000000 Penalty: 2769.656006
	Iteration 0F: 2 clusters Score -8824894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -8777416.000000 Penalty: 5539.312012
	Iteration 0F: 3 clusters Score -8777416 nChanged 33381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -8796212.000000 Penalty: 5539.312012
	Iteration 1F: 3 clusters Score -8796212 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -8797007.000000 Penalty: 5539.312012
	Iteration 2Q: 3 clusters Score -8797007 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -8797879.000000 Penalty: 5539.312012
	Iteration 3Q: 3 clusters Score -8797879 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8798947.000000 Penalty: 5539.312012
	Iteration 4Q: 3 clusters Score -8798947 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8800200.000000 Penalty: 5539.312012
	Iteration 5Q: 3 clusters Score -8800200 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8801571.000000 Penalty: 5539.312012
	Iteration 6Q: 3 clusters Score -8801571 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8803143.000000 Penalty: 5539.312012
	Iteration 7Q: 3 clusters Score -8803143 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -8804983.000000 Penalty: 5539.312012
	Iteration 8Q: 3 clusters Score -8804983 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8807076.000000 Penalty: 5539.312012
	Iteration 9F: 3 clusters Score -8807076 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8809326.000000 Penalty: 5539.312012
	Iteration 10F: 3 clusters Score -8809326 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -8811280.000000 Penalty: 5539.312012
	Iteration 11Q: 3 clusters Score -8811280 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -8812825.000000 Penalty: 5539.312012
	Iteration 12Q: 3 clusters Score -8812825 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -8813774.000000 Penalty: 5539.312012
	Iteration 13Q: 3 clusters Score -8813774 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -8814309.000000 Penalty: 5539.312012
	Iteration 14Q: 3 clusters Score -8814309 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -8814593.000000 Penalty: 5539.312012
	Iteration 15Q: 3 clusters Score -8814593 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -8814783.000000 Penalty: 5539.312012
	Iteration 16Q: 3 clusters Score -8814783 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -8815012.000000 Penalty: 5539.312012
	Iteration 17Q: 3 clusters Score -8815012 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -8815180.000000 Penalty: 5539.312012
	Iteration 18Q: 3 clusters Score -8815180 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -8815369.000000 Penalty: 5539.312012
	Iteration 19Q: 3 clusters Score -8815369 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -8815502.000000 Penalty: 5539.312012
	Iteration 20F: 3 clusters Score -8815502 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -8815751.000000 Penalty: 5539.312012
	Iteration 21Q: 3 clusters Score -8815751 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -8815928.000000 Penalty: 5539.312012
	Iteration 22Q: 3 clusters Score -8815928 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -8816135.000000 Penalty: 5539.312012
	Iteration 23Q: 3 clusters Score -8816135 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -8816347.000000 Penalty: 5539.312012
	Iteration 24Q: 3 clusters Score -8816347 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -8816619.000000 Penalty: 5539.312012
	Iteration 25Q: 3 clusters Score -8816619 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -8816845.000000 Penalty: 5539.312012
	Iteration 26Q: 3 clusters Score -8816845 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -8817153.000000 Penalty: 5539.312012
	Iteration 27Q: 3 clusters Score -8817153 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -8817513.000000 Penalty: 5539.312012
	Iteration 28Q: 3 clusters Score -8817513 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -8817760.000000 Penalty: 5539.312012
	Iteration 29Q: 3 clusters Score -8817760 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -8818110.000000 Penalty: 5539.312012
	Iteration 30Q: 3 clusters Score -8818110 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -8818473.000000 Penalty: 5539.312012
	Iteration 31Q: 3 clusters Score -8818473 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -8818891.000000 Penalty: 5539.312012
	Iteration 32Q: 3 clusters Score -8818891 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8819302.000000 Penalty: 5539.312012
	Iteration 33Q: 3 clusters Score -8819302 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -8819652.000000 Penalty: 5539.312012
	Iteration 34Q: 3 clusters Score -8819652 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 65046 members 
Entering Unmasked Estep 
Score: -8820054.000000 Penalty: 5539.312012
	Iteration 35Q: 3 clusters Score -8820054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -8820413.000000 Penalty: 5539.312012
	Iteration 36Q: 3 clusters Score -8820413 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -8820715.000000 Penalty: 5539.312012
	Iteration 37Q: 3 clusters Score -8820715 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -8821028.000000 Penalty: 5539.312012
	Iteration 38Q: 3 clusters Score -8821028 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -8821279.000000 Penalty: 5539.312012
	Iteration 39Q: 3 clusters Score -8821279 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -8821485.000000 Penalty: 5539.312012
	Iteration 40F: 3 clusters Score -8821485 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -8821657.000000 Penalty: 5539.312012
	Iteration 41Q: 3 clusters Score -8821657 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -8821812.000000 Penalty: 5539.312012
	Iteration 42Q: 3 clusters Score -8821812 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -8821977.000000 Penalty: 5539.312012
	Iteration 43Q: 3 clusters Score -8821977 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -8822082.000000 Penalty: 5539.312012
	Iteration 44Q: 3 clusters Score -8822082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -8822166.000000 Penalty: 5539.312012
	Iteration 45Q: 3 clusters Score -8822166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -8822235.000000 Penalty: 5539.312012
	Iteration 46Q: 3 clusters Score -8822235 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -8822298.000000 Penalty: 5539.312012
	Iteration 47Q: 3 clusters Score -8822298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8822311.000000 Penalty: 5539.312012
	Iteration 48Q: 3 clusters Score -8822311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -8822346.000000 Penalty: 5539.312012
	Iteration 49Q: 3 clusters Score -8822346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -8822373.000000 Penalty: 5539.312012
	Iteration 50Q: 3 clusters Score -8822373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -8822388.000000 Penalty: 5539.312012
	Iteration 51Q: 3 clusters Score -8822388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -8822405.000000 Penalty: 5539.312012
	Iteration 52Q: 3 clusters Score -8822405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -8822426.000000 Penalty: 5539.312012
	Iteration 53Q: 3 clusters Score -8822426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -8822424.000000 Penalty: 5539.312012
	Iteration 54Q: 3 clusters Score -8822424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -8822440.000000 Penalty: 5539.312012
	Iteration 55Q: 3 clusters Score -8822440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -8822453.000000 Penalty: 5539.312012
	Iteration 56Q: 3 clusters Score -8822453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70003 members 
Entering Unmasked Estep 
Score: -8822456.000000 Penalty: 5539.312012
	Iteration 57Q: 3 clusters Score -8822456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -8822454.000000 Penalty: 5539.312012
	Iteration 58Q: 3 clusters Score -8822454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -8822444.000000 Penalty: 5539.312012
	Iteration 59Q: 3 clusters Score -8822444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -8822451.000000 Penalty: 5539.312012
	Iteration 60F: 3 clusters Score -8822451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -8822458.000000 Penalty: 5539.312012
	Iteration 61Q: 3 clusters Score -8822458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 70040 members 
Entering Unmasked Estep 
Score: -8822471.000000 Penalty: 5539.312012
	Iteration 62Q: 3 clusters Score -8822471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -8822467.000000 Penalty: 5539.312012
	Iteration 63Q: 3 clusters Score -8822467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -8822469.000000 Penalty: 5539.312012
	Iteration 64Q: 3 clusters Score -8822469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -8822476.000000 Penalty: 5539.312012
	Iteration 65Q: 3 clusters Score -8822476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -8822482.000000 Penalty: 5539.312012
	Iteration 66Q: 3 clusters Score -8822482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -8822482.000000 Penalty: 5539.312012
	Iteration 67Q: 3 clusters Score -8822482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -8822488.000000 Penalty: 5539.312012
	Iteration 68Q: 3 clusters Score -8822488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -8822481.000000 Penalty: 5539.312012
	Iteration 69Q: 3 clusters Score -8822481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -8822481.000000 Penalty: 5539.312012
	Iteration 70Q: 3 clusters Score -8822481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -8822486.000000 Penalty: 5539.312012
	Iteration 71Q: 3 clusters Score -8822486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -8822486.000000 Penalty: 5539.312012
	Iteration 72F: 3 clusters Score -8822486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Entering Unmasked Estep 
Score: -7734889.000000 Penalty: 2748.314209
	Iteration 0F: 2 clusters Score -7734889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -7691247.500000 Penalty: 5496.628418
	Iteration 0F: 3 clusters Score -7691248 nChanged 30223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -7708233.500000 Penalty: 5496.628418
	Iteration 1F: 3 clusters Score -7708234 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -7708905.500000 Penalty: 5496.628418
	Iteration 2Q: 3 clusters Score -7708906 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -7709540.500000 Penalty: 5496.628418
	Iteration 3Q: 3 clusters Score -7709540 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -7710172.000000 Penalty: 5496.628418
	Iteration 4Q: 3 clusters Score -7710172 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -7710897.000000 Penalty: 5496.628418
	Iteration 5Q: 3 clusters Score -7710897 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -7711715.000000 Penalty: 5496.628418
	Iteration 6Q: 3 clusters Score -7711715 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -7712497.500000 Penalty: 5496.628418
	Iteration 7Q: 3 clusters Score -7712498 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7713289.000000 Penalty: 5496.628418
	Iteration 8Q: 3 clusters Score -7713289 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -7714284.000000 Penalty: 5496.628418
	Iteration 9Q: 3 clusters Score -7714284 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -7715687.500000 Penalty: 5496.628418
	Iteration 10Q: 3 clusters Score -7715688 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -7717555.500000 Penalty: 5496.628418
	Iteration 11F: 3 clusters Score -7717556 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -7720119.000000 Penalty: 5496.628418
	Iteration 12F: 3 clusters Score -7720119 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7723479.500000 Penalty: 5496.628418
	Iteration 13F: 3 clusters Score -7723480 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -7726960.500000 Penalty: 5496.628418
	Iteration 14F: 3 clusters Score -7726960 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -7729572.000000 Penalty: 5496.628418
	Iteration 15Q: 3 clusters Score -7729572 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -7730977.000000 Penalty: 5496.628418
	Iteration 16Q: 3 clusters Score -7730977 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -7731651.500000 Penalty: 5496.628418
	Iteration 17Q: 3 clusters Score -7731652 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -7731985.500000 Penalty: 5496.628418
	Iteration 18Q: 3 clusters Score -7731986 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -7732152.500000 Penalty: 5496.628418
	Iteration 19Q: 3 clusters Score -7732152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -7732252.000000 Penalty: 5496.628418
	Iteration 20F: 3 clusters Score -7732252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -7732304.000000 Penalty: 5496.628418
	Iteration 21Q: 3 clusters Score -7732304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -7732345.500000 Penalty: 5496.628418
	Iteration 22Q: 3 clusters Score -7732346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 64451 members 
Entering Unmasked Estep 
Score: -7732387.000000 Penalty: 5496.628418
	Iteration 23Q: 3 clusters Score -7732387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -7732423.500000 Penalty: 5496.628418
	Iteration 24Q: 3 clusters Score -7732424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -7732438.000000 Penalty: 5496.628418
	Iteration 25Q: 3 clusters Score -7732438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -7732458.000000 Penalty: 5496.628418
	Iteration 26Q: 3 clusters Score -7732458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -7732471.500000 Penalty: 5496.628418
	Iteration 27Q: 3 clusters Score -7732472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -7732476.000000 Penalty: 5496.628418
	Iteration 28Q: 3 clusters Score -7732476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -7732483.500000 Penalty: 5496.628418
	Iteration 29Q: 3 clusters Score -7732484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -7732488.500000 Penalty: 5496.628418
	Iteration 30Q: 3 clusters Score -7732488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -7732497.500000 Penalty: 5496.628418
	Iteration 31Q: 3 clusters Score -7732498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -7732506.000000 Penalty: 5496.628418
	Iteration 32Q: 3 clusters Score -7732506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -7732509.000000 Penalty: 5496.628418
	Iteration 33Q: 3 clusters Score -7732509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -7732516.000000 Penalty: 5496.628418
	Iteration 34Q: 3 clusters Score -7732516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -7732521.500000 Penalty: 5496.628418
	Iteration 35Q: 3 clusters Score -7732522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -7732521.500000 Penalty: 5496.628418
	Iteration 36F: 3 clusters Score -7732522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Entering Unmasked Estep 
Score: -3145632.750000 Penalty: 2522.984375
	Iteration 0F: 2 clusters Score -3145633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3127486.000000 Penalty: 5045.968750
	Iteration 0F: 3 clusters Score -3127486 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3133941.000000 Penalty: 5045.968750
	Iteration 1F: 3 clusters Score -3133941 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3134375.250000 Penalty: 5045.968750
	Iteration 2Q: 3 clusters Score -3134375 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3134716.750000 Penalty: 5045.968750
	Iteration 3Q: 3 clusters Score -3134717 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3134998.000000 Penalty: 5045.968750
	Iteration 4Q: 3 clusters Score -3134998 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3135291.250000 Penalty: 5045.968750
	Iteration 5Q: 3 clusters Score -3135291 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3135615.750000 Penalty: 5045.968750
	Iteration 6Q: 3 clusters Score -3135616 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3135955.250000 Penalty: 5045.968750
	Iteration 7Q: 3 clusters Score -3135955 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3136382.500000 Penalty: 5045.968750
	Iteration 8Q: 3 clusters Score -3136382 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3137005.000000 Penalty: 5045.968750
	Iteration 9Q: 3 clusters Score -3137005 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3137735.750000 Penalty: 5045.968750
	Iteration 10Q: 3 clusters Score -3137736 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3138663.250000 Penalty: 5045.968750
	Iteration 11F: 3 clusters Score -3138663 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3139689.750000 Penalty: 5045.968750
	Iteration 12F: 3 clusters Score -3139690 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3140682.250000 Penalty: 5045.968750
	Iteration 13F: 3 clusters Score -3140682 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3141533.250000 Penalty: 5045.968750
	Iteration 14Q: 3 clusters Score -3141533 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3142221.750000 Penalty: 5045.968750
	Iteration 15Q: 3 clusters Score -3142222 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3142677.250000 Penalty: 5045.968750
	Iteration 16Q: 3 clusters Score -3142677 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3142945.000000 Penalty: 5045.968750
	Iteration 17Q: 3 clusters Score -3142945 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3143106.500000 Penalty: 5045.968750
	Iteration 18Q: 3 clusters Score -3143106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3143204.000000 Penalty: 5045.968750
	Iteration 19Q: 3 clusters Score -3143204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3143271.250000 Penalty: 5045.968750
	Iteration 20F: 3 clusters Score -3143271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3143307.750000 Penalty: 5045.968750
	Iteration 21Q: 3 clusters Score -3143308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3143345.250000 Penalty: 5045.968750
	Iteration 22Q: 3 clusters Score -3143345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3143358.000000 Penalty: 5045.968750
	Iteration 23Q: 3 clusters Score -3143358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3143378.500000 Penalty: 5045.968750
	Iteration 24Q: 3 clusters Score -3143378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3143399.000000 Penalty: 5045.968750
	Iteration 25Q: 3 clusters Score -3143399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3143405.500000 Penalty: 5045.968750
	Iteration 26Q: 3 clusters Score -3143406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3143412.500000 Penalty: 5045.968750
	Iteration 27Q: 3 clusters Score -3143412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3143416.750000 Penalty: 5045.968750
	Iteration 28Q: 3 clusters Score -3143417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3143422.750000 Penalty: 5045.968750
	Iteration 29Q: 3 clusters Score -3143423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3143421.000000 Penalty: 5045.968750
	Iteration 30Q: 3 clusters Score -3143421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3143420.750000 Penalty: 5045.968750
	Iteration 31Q: 3 clusters Score -3143421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3143420.750000 Penalty: 5045.968750
	Iteration 32F: 3 clusters Score -3143421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (155791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155791 members 
Entering Unmasked Estep 
Score: -19378542.000000 Penalty: 2965.155029
	Iteration 0F: 2 clusters Score -1.937854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77668 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -19275382.000000 Penalty: 5930.310059
	Iteration 0F: 3 clusters Score -1.927538e+07 nChanged 74784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -19319284.000000 Penalty: 5930.310059
	Iteration 1F: 3 clusters Score -1.931928e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -19321420.000000 Penalty: 5930.310059
	Iteration 2Q: 3 clusters Score -1.932142e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -19325366.000000 Penalty: 5930.310059
	Iteration 3F: 3 clusters Score -1.932537e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -19331782.000000 Penalty: 5930.310059
	Iteration 4F: 3 clusters Score -1.933178e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 109717 members 
Entering Unmasked Estep 
Score: -19341476.000000 Penalty: 5930.310059
	Iteration 5F: 3 clusters Score -1.934148e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 120587 members 
Entering Unmasked Estep 
Score: -19353426.000000 Penalty: 5930.310059
	Iteration 6F: 3 clusters Score -1.935343e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 129486 members 
Entering Unmasked Estep 
Score: -19363766.000000 Penalty: 5930.310059
	Iteration 7F: 3 clusters Score -1.936377e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 134813 members 
Entering Unmasked Estep 
Score: -19370400.000000 Penalty: 5930.310059
	Iteration 8Q: 3 clusters Score -1.93704e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 137516 members 
Entering Unmasked Estep 
Score: -19373198.000000 Penalty: 5930.310059
	Iteration 9Q: 3 clusters Score -1.93732e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 139319 members 
Entering Unmasked Estep 
Score: -19374324.000000 Penalty: 5930.310059
	Iteration 10Q: 3 clusters Score -1.937432e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -19374932.000000 Penalty: 5930.310059
	Iteration 11Q: 3 clusters Score -1.937493e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 142071 members 
Entering Unmasked Estep 
Score: -19375376.000000 Penalty: 5930.310059
	Iteration 12Q: 3 clusters Score -1.937538e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 143260 members 
Entering Unmasked Estep 
Score: -19375728.000000 Penalty: 5930.310059
	Iteration 13Q: 3 clusters Score -1.937573e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -19376034.000000 Penalty: 5930.310059
	Iteration 14Q: 3 clusters Score -1.937603e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -19376240.000000 Penalty: 5930.310059
	Iteration 15Q: 3 clusters Score -1.937624e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -19376402.000000 Penalty: 5930.310059
	Iteration 16Q: 3 clusters Score -1.93764e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 146886 members 
Entering Unmasked Estep 
Score: -19376524.000000 Penalty: 5930.310059
	Iteration 17Q: 3 clusters Score -1.937652e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 147600 members 
Entering Unmasked Estep 
Score: -19376748.000000 Penalty: 5930.310059
	Iteration 18Q: 3 clusters Score -1.937675e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 148203 members 
Entering Unmasked Estep 
Score: -19376862.000000 Penalty: 5930.310059
	Iteration 19Q: 3 clusters Score -1.937686e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
Score: -19376958.000000 Penalty: 5930.310059
	Iteration 20F: 3 clusters Score -1.937696e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 149230 members 
Entering Unmasked Estep 
Score: -19377058.000000 Penalty: 5930.310059
	Iteration 21Q: 3 clusters Score -1.937706e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -19377118.000000 Penalty: 5930.310059
	Iteration 22Q: 3 clusters Score -1.937712e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -19377168.000000 Penalty: 5930.310059
	Iteration 23Q: 3 clusters Score -1.937717e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -19377116.000000 Penalty: 5930.310059
	Iteration 24Q: 3 clusters Score -1.937712e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 150653 members 
Entering Unmasked Estep 
Score: -19377184.000000 Penalty: 5930.310059
	Iteration 25Q: 3 clusters Score -1.937718e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -19377214.000000 Penalty: 5930.310059
	Iteration 26Q: 3 clusters Score -1.937721e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 151186 members 
Entering Unmasked Estep 
Score: -19377224.000000 Penalty: 5930.310059
	Iteration 27Q: 3 clusters Score -1.937722e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 151402 members 
Entering Unmasked Estep 
Score: -19377342.000000 Penalty: 5930.310059
	Iteration 28Q: 3 clusters Score -1.937734e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -19377342.000000 Penalty: 5930.310059
	Iteration 29Q: 3 clusters Score -1.937734e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -19377364.000000 Penalty: 5930.310059
	Iteration 30Q: 3 clusters Score -1.937736e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 151919 members 
Entering Unmasked Estep 
Score: -19377352.000000 Penalty: 5930.310059
	Iteration 31Q: 3 clusters Score -1.937735e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 152072 members 
Entering Unmasked Estep 
Score: -19377380.000000 Penalty: 5930.310059
	Iteration 32Q: 3 clusters Score -1.937738e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 152205 members 
Entering Unmasked Estep 
Score: -19377380.000000 Penalty: 5930.310059
	Iteration 33Q: 3 clusters Score -1.937738e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -19377404.000000 Penalty: 5930.310059
	Iteration 34Q: 3 clusters Score -1.93774e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -19377382.000000 Penalty: 5930.310059
	Iteration 35Q: 3 clusters Score -1.937738e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -19377410.000000 Penalty: 5930.310059
	Iteration 36Q: 3 clusters Score -1.937741e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -19377400.000000 Penalty: 5930.310059
	Iteration 37Q: 3 clusters Score -1.93774e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 152624 members 
Entering Unmasked Estep 
Score: -19377378.000000 Penalty: 5930.310059
	Iteration 38Q: 3 clusters Score -1.937738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -19377398.000000 Penalty: 5930.310059
	Iteration 39Q: 3 clusters Score -1.93774e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -19377386.000000 Penalty: 5930.310059
	Iteration 40F: 3 clusters Score -1.937739e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -19377412.000000 Penalty: 5930.310059
	Iteration 41Q: 3 clusters Score -1.937741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -19377408.000000 Penalty: 5930.310059
	Iteration 42Q: 3 clusters Score -1.937741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 152864 members 
Entering Unmasked Estep 
Score: -19377416.000000 Penalty: 5930.310059
	Iteration 43Q: 3 clusters Score -1.937742e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 152904 members 
Entering Unmasked Estep 
Score: -19377434.000000 Penalty: 5930.310059
	Iteration 44Q: 3 clusters Score -1.937743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 152931 members 
Entering Unmasked Estep 
Score: -19377420.000000 Penalty: 5930.310059
	Iteration 45Q: 3 clusters Score -1.937742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -19377420.000000 Penalty: 5930.310059
	Iteration 46Q: 3 clusters Score -1.937742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 152990 members 
Entering Unmasked Estep 
Score: -19377432.000000 Penalty: 5930.310059
	Iteration 47Q: 3 clusters Score -1.937743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 153012 members 
Entering Unmasked Estep 
Score: -19377436.000000 Penalty: 5930.310059
	Iteration 48Q: 3 clusters Score -1.937744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 153034 members 
Entering Unmasked Estep 
Score: -19377424.000000 Penalty: 5930.310059
	Iteration 49Q: 3 clusters Score -1.937742e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 153050 members 
Entering Unmasked Estep 
Score: -19377424.000000 Penalty: 5930.310059
	Iteration 50Q: 3 clusters Score -1.937742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -19377460.000000 Penalty: 5930.310059
	Iteration 51Q: 3 clusters Score -1.937746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 153086 members 
Entering Unmasked Estep 
Score: -19377446.000000 Penalty: 5930.310059
	Iteration 52Q: 3 clusters Score -1.937745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 153102 members 
Entering Unmasked Estep 
Score: -19377452.000000 Penalty: 5930.310059
	Iteration 53Q: 3 clusters Score -1.937745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 153109 members 
Entering Unmasked Estep 
Score: -19377444.000000 Penalty: 5930.310059
	Iteration 54Q: 3 clusters Score -1.937744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 153116 members 
Entering Unmasked Estep 
Score: -19377460.000000 Penalty: 5930.310059
	Iteration 55Q: 3 clusters Score -1.937746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -19377458.000000 Penalty: 5930.310059
	Iteration 56Q: 3 clusters Score -1.937746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 153124 members 
Entering Unmasked Estep 
Score: -19377450.000000 Penalty: 5930.310059
	Iteration 57Q: 3 clusters Score -1.937745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 153133 members 
Entering Unmasked Estep 
Score: -19377458.000000 Penalty: 5930.310059
	Iteration 58Q: 3 clusters Score -1.937746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 153140 members 
Entering Unmasked Estep 
Score: -19377448.000000 Penalty: 5930.310059
	Iteration 59Q: 3 clusters Score -1.937745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 153145 members 
Entering Unmasked Estep 
Score: -19377436.000000 Penalty: 5930.310059
	Iteration 60F: 3 clusters Score -1.937744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 153153 members 
Entering Unmasked Estep 
Score: -19377432.000000 Penalty: 5930.310059
	Iteration 61Q: 3 clusters Score -1.937743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 153163 members 
Entering Unmasked Estep 
Score: -19377418.000000 Penalty: 5930.310059
	Iteration 62Q: 3 clusters Score -1.937742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -19377428.000000 Penalty: 5930.310059
	Iteration 63Q: 3 clusters Score -1.937743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 153181 members 
Entering Unmasked Estep 
Score: -19377430.000000 Penalty: 5930.310059
	Iteration 64Q: 3 clusters Score -1.937743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -19377430.000000 Penalty: 5930.310059
	Iteration 65Q: 3 clusters Score -1.937743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 153200 members 
Entering Unmasked Estep 
Score: -19377416.000000 Penalty: 5930.310059
	Iteration 66Q: 3 clusters Score -1.937742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 153207 members 
Entering Unmasked Estep 
Score: -19377436.000000 Penalty: 5930.310059
	Iteration 67Q: 3 clusters Score -1.937744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -19377442.000000 Penalty: 5930.310059
	Iteration 68Q: 3 clusters Score -1.937744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 153222 members 
Entering Unmasked Estep 
Score: -19377430.000000 Penalty: 5930.310059
	Iteration 69Q: 3 clusters Score -1.937743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 153226 members 
Entering Unmasked Estep 
Score: -19377414.000000 Penalty: 5930.310059
	Iteration 70Q: 3 clusters Score -1.937741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 153233 members 
Entering Unmasked Estep 
Score: -19377408.000000 Penalty: 5930.310059
	Iteration 71Q: 3 clusters Score -1.937741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -19377414.000000 Penalty: 5930.310059
	Iteration 72Q: 3 clusters Score -1.937741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -19377418.000000 Penalty: 5930.310059
	Iteration 73Q: 3 clusters Score -1.937742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -19377416.000000 Penalty: 5930.310059
	Iteration 74Q: 3 clusters Score -1.937742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -19377412.000000 Penalty: 5930.310059
	Iteration 75Q: 3 clusters Score -1.937741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 153249 members 
Entering Unmasked Estep 
Score: -19377406.000000 Penalty: 5930.310059
	Iteration 76Q: 3 clusters Score -1.937741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -19377408.000000 Penalty: 5930.310059
	Iteration 77Q: 3 clusters Score -1.937741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -19377424.000000 Penalty: 5930.310059
	Iteration 78Q: 3 clusters Score -1.937742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 153250 members 
Entering Unmasked Estep 
Score: -19377420.000000 Penalty: 5930.310059
	Iteration 79Q: 3 clusters Score -1.937742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 153251 members 
Entering Unmasked Estep 
Score: -19377410.000000 Penalty: 5930.310059
	Iteration 80F: 3 clusters Score -1.937741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 153252 members 
Entering Unmasked Estep 
Score: -19377406.000000 Penalty: 5930.310059
	Iteration 81Q: 3 clusters Score -1.937741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -19377412.000000 Penalty: 5930.310059
	Iteration 82Q: 3 clusters Score -1.937741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -19377414.000000 Penalty: 5930.310059
	Iteration 83Q: 3 clusters Score -1.937741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -19377418.000000 Penalty: 5930.310059
	Iteration 84Q: 3 clusters Score -1.937742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 153255 members 
Entering Unmasked Estep 
Score: -19377410.000000 Penalty: 5930.310059
	Iteration 85Q: 3 clusters Score -1.937741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -19377410.000000 Penalty: 5930.310059
	Iteration 86Q: 3 clusters Score -1.937741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 153256 members 
Entering Unmasked Estep 
Score: -19377410.000000 Penalty: 5930.310059
	Iteration 87F: 3 clusters Score -1.937741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -117592.609375 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -117592.6 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 569 members 
Entering Unmasked Estep 
Score: -115636.890625 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -115636.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116067.187500 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -116067.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116200.429688 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -116200.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -116298.773438 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -116298.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -116408.562500 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -116408.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116561.468750 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -116561.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116693.125000 Penalty: 3485.107666
	Iteration 6F: 3 clusters Score -116693.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116868.851562 Penalty: 3485.107666
	Iteration 7F: 3 clusters Score -116868.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -117004.375000 Penalty: 3485.107666
	Iteration 8F: 3 clusters Score -117004.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117108.500000 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -117108.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -117190.054688 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -117190.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117260.601562 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -117260.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -117313.148438 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -117313.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117343.039062 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -117343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117350.671875 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -117350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117353.351562 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -117353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117354.945312 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -117354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117368.820312 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -117368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117375.437500 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -117375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117376.117188 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -117376.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117380.554688 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -117380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117386.679688 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -117386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117390.109375 Penalty: 3485.107666
	Iteration 22Q: 3 clusters Score -117390.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -117390.109375 Penalty: 3485.107666
	Iteration 23F: 3 clusters Score -117390.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -64265.703125 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -64265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62657.609375 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -62657.61 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62924.601562 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -62924.6 nChanged 47
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: -63101.332031 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -63101.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63207.425781 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -63207.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63292.347656 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -63292.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63409.160156 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -63409.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63585.640625 Penalty: 3192.330566
	Iteration 6F: 3 clusters Score -63585.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63713.777344 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -63713.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63835.085938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -63835.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63910.792969 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -63910.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63931.429688 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -63931.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63940.847656 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -63940.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63943.757812 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -63943.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63943.757812 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -63943.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -314224.281250 Penalty: 1945.663208
	Iteration 0F: 2 clusters Score -314224.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -311275.156250 Penalty: 3891.326416
	Iteration 0F: 3 clusters Score -311275.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -311842.375000 Penalty: 3891.326416
	Iteration 1F: 3 clusters Score -311842.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -311982.656250 Penalty: 3891.326416
	Iteration 2F: 3 clusters Score -311982.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -312062.093750 Penalty: 3891.326416
	Iteration 3Q: 3 clusters Score -312062.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -312095.281250 Penalty: 3891.326416
	Iteration 4Q: 3 clusters Score -312095.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -312121.562500 Penalty: 3891.326416
	Iteration 5Q: 3 clusters Score -312121.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -312149.656250 Penalty: 3891.326416
	Iteration 6Q: 3 clusters Score -312149.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -312166.093750 Penalty: 3891.326416
	Iteration 7Q: 3 clusters Score -312166.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -312184.281250 Penalty: 3891.326416
	Iteration 8Q: 3 clusters Score -312184.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -312193.968750 Penalty: 3891.326416
	Iteration 9Q: 3 clusters Score -312194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -312206.812500 Penalty: 3891.326416
	Iteration 10Q: 3 clusters Score -312206.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -312217.625000 Penalty: 3891.326416
	Iteration 11Q: 3 clusters Score -312217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -312224.875000 Penalty: 3891.326416
	Iteration 12Q: 3 clusters Score -312224.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -312229.437500 Penalty: 3891.326416
	Iteration 13Q: 3 clusters Score -312229.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -312238.218750 Penalty: 3891.326416
	Iteration 14Q: 3 clusters Score -312238.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -312248.812500 Penalty: 3891.326416
	Iteration 15Q: 3 clusters Score -312248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -312263.812500 Penalty: 3891.326416
	Iteration 16Q: 3 clusters Score -312263.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -312274.468750 Penalty: 3891.326416
	Iteration 17Q: 3 clusters Score -312274.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -312282.406250 Penalty: 3891.326416
	Iteration 18Q: 3 clusters Score -312282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -312290.500000 Penalty: 3891.326416
	Iteration 19Q: 3 clusters Score -312290.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -312302.156250 Penalty: 3891.326416
	Iteration 20F: 3 clusters Score -312302.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -312313.687500 Penalty: 3891.326416
	Iteration 21Q: 3 clusters Score -312313.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -312322.968750 Penalty: 3891.326416
	Iteration 22Q: 3 clusters Score -312323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -312329.968750 Penalty: 3891.326416
	Iteration 23Q: 3 clusters Score -312330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -312336.750000 Penalty: 3891.326416
	Iteration 24Q: 3 clusters Score -312336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -312344.062500 Penalty: 3891.326416
	Iteration 25Q: 3 clusters Score -312344.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -312352.875000 Penalty: 3891.326416
	Iteration 26Q: 3 clusters Score -312352.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -312358.875000 Penalty: 3891.326416
	Iteration 27Q: 3 clusters Score -312358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -312363.437500 Penalty: 3891.326416
	Iteration 28Q: 3 clusters Score -312363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -312367.593750 Penalty: 3891.326416
	Iteration 29Q: 3 clusters Score -312367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -312370.500000 Penalty: 3891.326416
	Iteration 30Q: 3 clusters Score -312370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -312373.281250 Penalty: 3891.326416
	Iteration 31Q: 3 clusters Score -312373.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -312377.218750 Penalty: 3891.326416
	Iteration 32Q: 3 clusters Score -312377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -312381.468750 Penalty: 3891.326416
	Iteration 33Q: 3 clusters Score -312381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -312384.406250 Penalty: 3891.326416
	Iteration 34Q: 3 clusters Score -312384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -312385.500000 Penalty: 3891.326416
	Iteration 35Q: 3 clusters Score -312385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -312386.562500 Penalty: 3891.326416
	Iteration 36Q: 3 clusters Score -312386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -312388.062500 Penalty: 3891.326416
	Iteration 37Q: 3 clusters Score -312388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -312388.875000 Penalty: 3891.326416
	Iteration 38Q: 3 clusters Score -312388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -312389.687500 Penalty: 3891.326416
	Iteration 39Q: 3 clusters Score -312389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -312390.031250 Penalty: 3891.326416
	Iteration 40F: 3 clusters Score -312390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -312391.843750 Penalty: 3891.326416
	Iteration 41Q: 3 clusters Score -312391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -312391.843750 Penalty: 3891.326416
	Iteration 42F: 3 clusters Score -312391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -106348.750000 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -106348.8 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 475 members 
Entering Unmasked Estep 
Score: -104420.609375 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -104420.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104700.484375 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -104700.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104779.023438 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -104779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104825.335938 Penalty: 3392.911133
	Iteration 3Q: 3 clusters Score -104825.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104840.195312 Penalty: 3392.911133
	Iteration 4Q: 3 clusters Score -104840.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104854.406250 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -104854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104862.710938 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -104862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104876.171875 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -104876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104882.171875 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -104882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104892.171875 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -104892.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104905.921875 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -104905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104916.562500 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -104916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -104931.203125 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -104931.2 nChanged 9
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: -104946.093750 Penalty: 3392.911133
	Iteration 13Q: 3 clusters Score -104946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104952.429688 Penalty: 3392.911133
	Iteration 14Q: 3 clusters Score -104952.4 nChanged 5
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: -104958.390625 Penalty: 3392.911133
	Iteration 15Q: 3 clusters Score -104958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104959.085938 Penalty: 3392.911133
	Iteration 16Q: 3 clusters Score -104959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104959.085938 Penalty: 3392.911133
	Iteration 17F: 3 clusters Score -104959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (185472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185472 members 
Entering Unmasked Estep 
Score: -22894312.000000 Penalty: 3008.403564
	Iteration 0F: 2 clusters Score -2.289431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 92522 members 
Entering Unmasked Estep 
Score: -22777968.000000 Penalty: 6016.807129
	Iteration 0F: 3 clusters Score -2.277797e+07 nChanged 88697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 87757 members 
Entering Unmasked Estep 
Score: -22832298.000000 Penalty: 6016.807129
	Iteration 1F: 3 clusters Score -2.28323e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 83569 members 
Entering Unmasked Estep 
Score: -22836576.000000 Penalty: 6016.807129
	Iteration 2Q: 3 clusters Score -2.283658e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108706 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -22844174.000000 Penalty: 6016.807129
	Iteration 3F: 3 clusters Score -2.284417e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -22855200.000000 Penalty: 6016.807129
	Iteration 4F: 3 clusters Score -2.28552e+07 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -22869248.000000 Penalty: 6016.807129
	Iteration 5F: 3 clusters Score -2.286925e+07 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -22881794.000000 Penalty: 6016.807129
	Iteration 6F: 3 clusters Score -2.288179e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143723 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -22889256.000000 Penalty: 6016.807129
	Iteration 7F: 3 clusters Score -2.288926e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -22892084.000000 Penalty: 6016.807129
	Iteration 8Q: 3 clusters Score -2.289208e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -22893412.000000 Penalty: 6016.807129
	Iteration 9Q: 3 clusters Score -2.289341e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -22894154.000000 Penalty: 6016.807129
	Iteration 10Q: 3 clusters Score -2.289415e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154310 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -22894732.000000 Penalty: 6016.807129
	Iteration 11Q: 3 clusters Score -2.289473e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -22895110.000000 Penalty: 6016.807129
	Iteration 12Q: 3 clusters Score -2.289511e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159008 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -22895326.000000 Penalty: 6016.807129
	Iteration 13Q: 3 clusters Score -2.289533e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161349 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -22895646.000000 Penalty: 6016.807129
	Iteration 14Q: 3 clusters Score -2.289565e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -22895758.000000 Penalty: 6016.807129
	Iteration 15Q: 3 clusters Score -2.289576e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165797 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -22895790.000000 Penalty: 6016.807129
	Iteration 16Q: 3 clusters Score -2.289579e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167801 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -22895888.000000 Penalty: 6016.807129
	Iteration 17Q: 3 clusters Score -2.289589e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -22895948.000000 Penalty: 6016.807129
	Iteration 18Q: 3 clusters Score -2.289595e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171224 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -22895876.000000 Penalty: 6016.807129
	Iteration 19Q: 3 clusters Score -2.289588e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172660 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -22895884.000000 Penalty: 6016.807129
	Iteration 20F: 3 clusters Score -2.289588e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -22895696.000000 Penalty: 6016.807129
	Iteration 21Q: 3 clusters Score -2.28957e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -22895704.000000 Penalty: 6016.807129
	Iteration 22Q: 3 clusters Score -2.28957e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -22895662.000000 Penalty: 6016.807129
	Iteration 23Q: 3 clusters Score -2.289566e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -22895546.000000 Penalty: 6016.807129
	Iteration 24Q: 3 clusters Score -2.289555e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177881 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -22895418.000000 Penalty: 6016.807129
	Iteration 25Q: 3 clusters Score -2.289542e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -22895400.000000 Penalty: 6016.807129
	Iteration 26Q: 3 clusters Score -2.28954e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179146 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -22895360.000000 Penalty: 6016.807129
	Iteration 27Q: 3 clusters Score -2.289536e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -22895248.000000 Penalty: 6016.807129
	Iteration 28Q: 3 clusters Score -2.289525e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180028 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -22895160.000000 Penalty: 6016.807129
	Iteration 29Q: 3 clusters Score -2.289516e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -22895068.000000 Penalty: 6016.807129
	Iteration 30Q: 3 clusters Score -2.289507e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180596 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -22894974.000000 Penalty: 6016.807129
	Iteration 31Q: 3 clusters Score -2.289497e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180803 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -22894920.000000 Penalty: 6016.807129
	Iteration 32Q: 3 clusters Score -2.289492e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180992 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -22894870.000000 Penalty: 6016.807129
	Iteration 33Q: 3 clusters Score -2.289487e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181142 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -22894800.000000 Penalty: 6016.807129
	Iteration 34Q: 3 clusters Score -2.28948e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181279 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -22894792.000000 Penalty: 6016.807129
	Iteration 35Q: 3 clusters Score -2.289479e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181385 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -22894736.000000 Penalty: 6016.807129
	Iteration 36Q: 3 clusters Score -2.289474e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181478 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -22894714.000000 Penalty: 6016.807129
	Iteration 37Q: 3 clusters Score -2.289471e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181545 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -22894692.000000 Penalty: 6016.807129
	Iteration 38Q: 3 clusters Score -2.289469e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181608 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -22894692.000000 Penalty: 6016.807129
	Iteration 39Q: 3 clusters Score -2.289469e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181661 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -22894672.000000 Penalty: 6016.807129
	Iteration 40F: 3 clusters Score -2.289467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181704 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -22894654.000000 Penalty: 6016.807129
	Iteration 41Q: 3 clusters Score -2.289465e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181746 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -22894614.000000 Penalty: 6016.807129
	Iteration 42Q: 3 clusters Score -2.289461e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181789 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -22894582.000000 Penalty: 6016.807129
	Iteration 43Q: 3 clusters Score -2.289458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181832 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -22894566.000000 Penalty: 6016.807129
	Iteration 44Q: 3 clusters Score -2.289457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -22894552.000000 Penalty: 6016.807129
	Iteration 45Q: 3 clusters Score -2.289455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181893 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22894556.000000 Penalty: 6016.807129
	Iteration 46Q: 3 clusters Score -2.289456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -22894536.000000 Penalty: 6016.807129
	Iteration 47Q: 3 clusters Score -2.289454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181943 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -22894516.000000 Penalty: 6016.807129
	Iteration 48Q: 3 clusters Score -2.289452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181966 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22894496.000000 Penalty: 6016.807129
	Iteration 49Q: 3 clusters Score -2.28945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181992 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -22894480.000000 Penalty: 6016.807129
	Iteration 50Q: 3 clusters Score -2.289448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -22894518.000000 Penalty: 6016.807129
	Iteration 51Q: 3 clusters Score -2.289452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -22894512.000000 Penalty: 6016.807129
	Iteration 52Q: 3 clusters Score -2.289451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182050 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -22894516.000000 Penalty: 6016.807129
	Iteration 53Q: 3 clusters Score -2.289452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182063 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -22894534.000000 Penalty: 6016.807129
	Iteration 54Q: 3 clusters Score -2.289453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -22894520.000000 Penalty: 6016.807129
	Iteration 55Q: 3 clusters Score -2.289452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -22894512.000000 Penalty: 6016.807129
	Iteration 56Q: 3 clusters Score -2.289451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182093 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -22894520.000000 Penalty: 6016.807129
	Iteration 57Q: 3 clusters Score -2.289452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -22894482.000000 Penalty: 6016.807129
	Iteration 58Q: 3 clusters Score -2.289448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -22894480.000000 Penalty: 6016.807129
	Iteration 59Q: 3 clusters Score -2.289448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182125 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -22894482.000000 Penalty: 6016.807129
	Iteration 60F: 3 clusters Score -2.289448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182131 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -22894470.000000 Penalty: 6016.807129
	Iteration 61Q: 3 clusters Score -2.289447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182131 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -22894470.000000 Penalty: 6016.807129
	Iteration 62F: 3 clusters Score -2.289447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82368 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 64985 members 
Mstep: Class 6 contains 26195 members 
Mstep: Class 7 contains 155791 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 182131 members 
Mstep: Class 13 contains 60191 members 
Mstep: Class 14 contains 40903 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 161975 members 
Mstep: Class 19 contains 192832 members 
Mstep: Class 20 contains 154752 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48051 members 
Mstep: Class 23 contains 74442 members 
Mstep: Class 24 contains 47857 members 
Mstep: Class 25 contains 10768 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 1267 members 
Mstep: Class 28 contains 24515 members 
Mstep: Class 29 contains 172458 members 
Mstep: Class 30 contains 3341 members 
Entering Unmasked Estep 
Score: -194737632.000000 Penalty: 106339.234375
Splitting cluster 12 changes total score from -194736624.000000 to -194737632.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 13 (60191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Entering Unmasked Estep 
Score: -7453728.000000 Penalty: 2729.309082
	Iteration 0F: 2 clusters Score -7453728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -7413093.000000 Penalty: 5458.618164
	Iteration 0F: 3 clusters Score -7413093 nChanged 27943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -7428823.500000 Penalty: 5458.618164
	Iteration 1F: 3 clusters Score -7428824 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -7429505.500000 Penalty: 5458.618164
	Iteration 2Q: 3 clusters Score -7429506 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -7430303.000000 Penalty: 5458.618164
	Iteration 3Q: 3 clusters Score -7430303 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -7431484.500000 Penalty: 5458.618164
	Iteration 4Q: 3 clusters Score -7431484 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7433414.000000 Penalty: 5458.618164
	Iteration 5F: 3 clusters Score -7433414 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -7436573.000000 Penalty: 5458.618164
	Iteration 6F: 3 clusters Score -7436573 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -7441025.000000 Penalty: 5458.618164
	Iteration 7F: 3 clusters Score -7441025 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -7445659.000000 Penalty: 5458.618164
	Iteration 8F: 3 clusters Score -7445659 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7448936.500000 Penalty: 5458.618164
	Iteration 9F: 3 clusters Score -7448936 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7450431.500000 Penalty: 5458.618164
	Iteration 10Q: 3 clusters Score -7450432 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7451023.000000 Penalty: 5458.618164
	Iteration 11Q: 3 clusters Score -7451023 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7451294.000000 Penalty: 5458.618164
	Iteration 12Q: 3 clusters Score -7451294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7451385.000000 Penalty: 5458.618164
	Iteration 13Q: 3 clusters Score -7451385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7451438.500000 Penalty: 5458.618164
	Iteration 14Q: 3 clusters Score -7451438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7451469.500000 Penalty: 5458.618164
	Iteration 15Q: 3 clusters Score -7451470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7451486.500000 Penalty: 5458.618164
	Iteration 16Q: 3 clusters Score -7451486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7451487.000000 Penalty: 5458.618164
	Iteration 17Q: 3 clusters Score -7451487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7451503.000000 Penalty: 5458.618164
	Iteration 18Q: 3 clusters Score -7451503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7451504.000000 Penalty: 5458.618164
	Iteration 19Q: 3 clusters Score -7451504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7451516.000000 Penalty: 5458.618164
	Iteration 20F: 3 clusters Score -7451516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7451523.000000 Penalty: 5458.618164
	Iteration 21Q: 3 clusters Score -7451523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7451523.500000 Penalty: 5458.618164
	Iteration 22Q: 3 clusters Score -7451524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7451533.500000 Penalty: 5458.618164
	Iteration 23Q: 3 clusters Score -7451534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7451538.000000 Penalty: 5458.618164
	Iteration 24Q: 3 clusters Score -7451538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7451539.500000 Penalty: 5458.618164
	Iteration 25Q: 3 clusters Score -7451540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7451537.500000 Penalty: 5458.618164
	Iteration 26Q: 3 clusters Score -7451538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7451541.500000 Penalty: 5458.618164
	Iteration 27Q: 3 clusters Score -7451542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7451547.000000 Penalty: 5458.618164
	Iteration 28Q: 3 clusters Score -7451547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7451547.000000 Penalty: 5458.618164
	Iteration 29F: 3 clusters Score -7451547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Entering Unmasked Estep 
Score: -5067660.500000 Penalty: 2633.501709
	Iteration 0F: 2 clusters Score -5067660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -5039739.000000 Penalty: 5267.003418
	Iteration 0F: 3 clusters Score -5039739 nChanged 18827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5050328.000000 Penalty: 5267.003418
	Iteration 1F: 3 clusters Score -5050328 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -5050918.000000 Penalty: 5267.003418
	Iteration 2Q: 3 clusters Score -5050918 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5051431.000000 Penalty: 5267.003418
	Iteration 3Q: 3 clusters Score -5051431 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5051936.500000 Penalty: 5267.003418
	Iteration 4Q: 3 clusters Score -5051936 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5052491.500000 Penalty: 5267.003418
	Iteration 5Q: 3 clusters Score -5052492 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -5053044.500000 Penalty: 5267.003418
	Iteration 6Q: 3 clusters Score -5053044 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -5053866.000000 Penalty: 5267.003418
	Iteration 7Q: 3 clusters Score -5053866 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -5055077.500000 Penalty: 5267.003418
	Iteration 8F: 3 clusters Score -5055078 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -5056812.500000 Penalty: 5267.003418
	Iteration 9F: 3 clusters Score -5056812 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5058978.000000 Penalty: 5267.003418
	Iteration 10F: 3 clusters Score -5058978 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -5061184.500000 Penalty: 5267.003418
	Iteration 11F: 3 clusters Score -5061184 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5062812.000000 Penalty: 5267.003418
	Iteration 12Q: 3 clusters Score -5062812 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -5063770.000000 Penalty: 5267.003418
	Iteration 13Q: 3 clusters Score -5063770 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -5064251.500000 Penalty: 5267.003418
	Iteration 14Q: 3 clusters Score -5064252 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -5064554.500000 Penalty: 5267.003418
	Iteration 15Q: 3 clusters Score -5064554 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -5064777.500000 Penalty: 5267.003418
	Iteration 16Q: 3 clusters Score -5064778 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5064956.000000 Penalty: 5267.003418
	Iteration 17Q: 3 clusters Score -5064956 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5065143.500000 Penalty: 5267.003418
	Iteration 18Q: 3 clusters Score -5065144 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5065293.500000 Penalty: 5267.003418
	Iteration 19Q: 3 clusters Score -5065294 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5065426.500000 Penalty: 5267.003418
	Iteration 20F: 3 clusters Score -5065426 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5065514.500000 Penalty: 5267.003418
	Iteration 21Q: 3 clusters Score -5065514 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5065586.500000 Penalty: 5267.003418
	Iteration 22Q: 3 clusters Score -5065586 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5065667.500000 Penalty: 5267.003418
	Iteration 23Q: 3 clusters Score -5065668 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -5065700.500000 Penalty: 5267.003418
	Iteration 24Q: 3 clusters Score -5065700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5065766.000000 Penalty: 5267.003418
	Iteration 25Q: 3 clusters Score -5065766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5065818.500000 Penalty: 5267.003418
	Iteration 26Q: 3 clusters Score -5065818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5065850.000000 Penalty: 5267.003418
	Iteration 27Q: 3 clusters Score -5065850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5065869.500000 Penalty: 5267.003418
	Iteration 28Q: 3 clusters Score -5065870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5065910.000000 Penalty: 5267.003418
	Iteration 29Q: 3 clusters Score -5065910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5065934.500000 Penalty: 5267.003418
	Iteration 30Q: 3 clusters Score -5065934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5065956.000000 Penalty: 5267.003418
	Iteration 31Q: 3 clusters Score -5065956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5065973.500000 Penalty: 5267.003418
	Iteration 32Q: 3 clusters Score -5065974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5065992.000000 Penalty: 5267.003418
	Iteration 33Q: 3 clusters Score -5065992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5065987.500000 Penalty: 5267.003418
	Iteration 34Q: 3 clusters Score -5065988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5066002.000000 Penalty: 5267.003418
	Iteration 35Q: 3 clusters Score -5066002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5066024.000000 Penalty: 5267.003418
	Iteration 36Q: 3 clusters Score -5066024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5066031.500000 Penalty: 5267.003418
	Iteration 37Q: 3 clusters Score -5066032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5066049.000000 Penalty: 5267.003418
	Iteration 38Q: 3 clusters Score -5066049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5066063.000000 Penalty: 5267.003418
	Iteration 39Q: 3 clusters Score -5066063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5066069.500000 Penalty: 5267.003418
	Iteration 40F: 3 clusters Score -5066070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5066091.000000 Penalty: 5267.003418
	Iteration 41Q: 3 clusters Score -5066091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5066095.500000 Penalty: 5267.003418
	Iteration 42Q: 3 clusters Score -5066096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5066103.000000 Penalty: 5267.003418
	Iteration 43Q: 3 clusters Score -5066103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5066118.000000 Penalty: 5267.003418
	Iteration 44Q: 3 clusters Score -5066118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5066118.500000 Penalty: 5267.003418
	Iteration 45Q: 3 clusters Score -5066118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5066122.000000 Penalty: 5267.003418
	Iteration 46Q: 3 clusters Score -5066122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5066118.500000 Penalty: 5267.003418
	Iteration 47Q: 3 clusters Score -5066118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5066128.000000 Penalty: 5267.003418
	Iteration 48Q: 3 clusters Score -5066128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5066140.000000 Penalty: 5267.003418
	Iteration 49Q: 3 clusters Score -5066140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5066139.000000 Penalty: 5267.003418
	Iteration 50Q: 3 clusters Score -5066139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5066144.000000 Penalty: 5267.003418
	Iteration 51Q: 3 clusters Score -5066144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5066142.500000 Penalty: 5267.003418
	Iteration 52Q: 3 clusters Score -5066142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5066148.000000 Penalty: 5267.003418
	Iteration 53Q: 3 clusters Score -5066148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5066145.000000 Penalty: 5267.003418
	Iteration 54Q: 3 clusters Score -5066145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5066145.500000 Penalty: 5267.003418
	Iteration 55Q: 3 clusters Score -5066146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5066156.000000 Penalty: 5267.003418
	Iteration 56Q: 3 clusters Score -5066156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5066164.000000 Penalty: 5267.003418
	Iteration 57Q: 3 clusters Score -5066164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5066164.500000 Penalty: 5267.003418
	Iteration 58Q: 3 clusters Score -5066164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5066161.000000 Penalty: 5267.003418
	Iteration 59Q: 3 clusters Score -5066161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5066165.500000 Penalty: 5267.003418
	Iteration 60F: 3 clusters Score -5066166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5066161.000000 Penalty: 5267.003418
	Iteration 61Q: 3 clusters Score -5066161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5066165.000000 Penalty: 5267.003418
	Iteration 62Q: 3 clusters Score -5066165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5066167.000000 Penalty: 5267.003418
	Iteration 63Q: 3 clusters Score -5066167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5066170.500000 Penalty: 5267.003418
	Iteration 64Q: 3 clusters Score -5066170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5066173.500000 Penalty: 5267.003418
	Iteration 65Q: 3 clusters Score -5066174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5066169.500000 Penalty: 5267.003418
	Iteration 66Q: 3 clusters Score -5066170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5066172.500000 Penalty: 5267.003418
	Iteration 67Q: 3 clusters Score -5066172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5066171.000000 Penalty: 5267.003418
	Iteration 68Q: 3 clusters Score -5066171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5066172.500000 Penalty: 5267.003418
	Iteration 69Q: 3 clusters Score -5066172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5066170.000000 Penalty: 5267.003418
	Iteration 70Q: 3 clusters Score -5066170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5066170.000000 Penalty: 5267.003418
	Iteration 71F: 3 clusters Score -5066170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -412200.500000 Penalty: 2011.981201
	Iteration 0F: 2 clusters Score -412200.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -408716.031250 Penalty: 4023.962402
	Iteration 0F: 3 clusters Score -408716 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -409477.625000 Penalty: 4023.962402
	Iteration 1F: 3 clusters Score -409477.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -409648.562500 Penalty: 4023.962402
	Iteration 2F: 3 clusters Score -409648.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -409758.187500 Penalty: 4023.962402
	Iteration 3Q: 3 clusters Score -409758.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -409821.250000 Penalty: 4023.962402
	Iteration 4Q: 3 clusters Score -409821.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -409872.531250 Penalty: 4023.962402
	Iteration 5Q: 3 clusters Score -409872.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -409917.062500 Penalty: 4023.962402
	Iteration 6Q: 3 clusters Score -409917.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -409966.468750 Penalty: 4023.962402
	Iteration 7Q: 3 clusters Score -409966.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -410020.312500 Penalty: 4023.962402
	Iteration 8Q: 3 clusters Score -410020.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -410077.500000 Penalty: 4023.962402
	Iteration 9Q: 3 clusters Score -410077.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -410143.593750 Penalty: 4023.962402
	Iteration 10Q: 3 clusters Score -410143.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -410240.968750 Penalty: 4023.962402
	Iteration 11Q: 3 clusters Score -410241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -410367.437500 Penalty: 4023.962402
	Iteration 12Q: 3 clusters Score -410367.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -410481.187500 Penalty: 4023.962402
	Iteration 13Q: 3 clusters Score -410481.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -410632.375000 Penalty: 4023.962402
	Iteration 14Q: 3 clusters Score -410632.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -410803.656250 Penalty: 4023.962402
	Iteration 15Q: 3 clusters Score -410803.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -410933.593750 Penalty: 4023.962402
	Iteration 16Q: 3 clusters Score -410933.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -411041.437500 Penalty: 4023.962402
	Iteration 17Q: 3 clusters Score -411041.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -411128.937500 Penalty: 4023.962402
	Iteration 18Q: 3 clusters Score -411128.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -411176.125000 Penalty: 4023.962402
	Iteration 19Q: 3 clusters Score -411176.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -411208.250000 Penalty: 4023.962402
	Iteration 20F: 3 clusters Score -411208.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -411238.312500 Penalty: 4023.962402
	Iteration 21Q: 3 clusters Score -411238.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -411265.156250 Penalty: 4023.962402
	Iteration 22Q: 3 clusters Score -411265.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -411292.125000 Penalty: 4023.962402
	Iteration 23Q: 3 clusters Score -411292.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -411309.812500 Penalty: 4023.962402
	Iteration 24Q: 3 clusters Score -411309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -411328.375000 Penalty: 4023.962402
	Iteration 25Q: 3 clusters Score -411328.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -411339.437500 Penalty: 4023.962402
	Iteration 26Q: 3 clusters Score -411339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -411342.093750 Penalty: 4023.962402
	Iteration 27Q: 3 clusters Score -411342.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -411345.468750 Penalty: 4023.962402
	Iteration 28Q: 3 clusters Score -411345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -411346.593750 Penalty: 4023.962402
	Iteration 29Q: 3 clusters Score -411346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -411347.843750 Penalty: 4023.962402
	Iteration 30Q: 3 clusters Score -411347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -411348.156250 Penalty: 4023.962402
	Iteration 31Q: 3 clusters Score -411348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -411348.156250 Penalty: 4023.962402
	Iteration 32F: 3 clusters Score -411348.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -794641.562500 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -794641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -788965.437500 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -788965.4 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -790430.125000 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -790430.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -790689.375000 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -790689.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -790857.875000 Penalty: 4378.569824
	Iteration 3Q: 3 clusters Score -790857.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -791001.625000 Penalty: 4378.569824
	Iteration 4Q: 3 clusters Score -791001.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -791114.062500 Penalty: 4378.569824
	Iteration 5Q: 3 clusters Score -791114.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -791230.000000 Penalty: 4378.569824
	Iteration 6Q: 3 clusters Score -791230 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -791347.500000 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -791347.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -791463.437500 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -791463.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -791582.562500 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -791582.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -791692.625000 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -791692.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -791816.875000 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -791816.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -791946.125000 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -791946.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -792068.000000 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -792068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -792195.625000 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -792195.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -792329.062500 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -792329.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -792476.500000 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -792476.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -792668.375000 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -792668.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -792880.500000 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -792880.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -793094.875000 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -793094.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -793277.250000 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -793277.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -793406.750000 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -793406.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -793495.062500 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -793495.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -793542.562500 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -793542.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -793569.125000 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -793569.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -793585.312500 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -793585.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -793595.812500 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -793595.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -793601.125000 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -793601.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -793604.937500 Penalty: 4378.569824
	Iteration 28Q: 3 clusters Score -793604.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -793610.250000 Penalty: 4378.569824
	Iteration 29Q: 3 clusters Score -793610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -793609.937500 Penalty: 4378.569824
	Iteration 30Q: 3 clusters Score -793609.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -793609.437500 Penalty: 4378.569824
	Iteration 31Q: 3 clusters Score -793609.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -793609.875000 Penalty: 4378.569824
	Iteration 32Q: 3 clusters Score -793609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -793612.812500 Penalty: 4378.569824
	Iteration 33Q: 3 clusters Score -793612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -793612.750000 Penalty: 4378.569824
	Iteration 34Q: 3 clusters Score -793612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -793613.625000 Penalty: 4378.569824
	Iteration 35Q: 3 clusters Score -793613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -793614.312500 Penalty: 4378.569824
	Iteration 36Q: 3 clusters Score -793614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -793613.500000 Penalty: 4378.569824
	Iteration 37Q: 3 clusters Score -793613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -793614.312500 Penalty: 4378.569824
	Iteration 38Q: 3 clusters Score -793614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -793614.375000 Penalty: 4378.569824
	Iteration 39Q: 3 clusters Score -793614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -793615.187500 Penalty: 4378.569824
	Iteration 40F: 3 clusters Score -793615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -793615.625000 Penalty: 4378.569824
	Iteration 41Q: 3 clusters Score -793615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -793615.625000 Penalty: 4378.569824
	Iteration 42F: 3 clusters Score -793615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -252992.984375 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -252993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250301.234375 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -250301.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250761.703125 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -250761.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250883.781250 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -250883.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250947.078125 Penalty: 3796.603760
	Iteration 3Q: 3 clusters Score -250947.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -250985.312500 Penalty: 3796.603760
	Iteration 4Q: 3 clusters Score -250985.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -251016.000000 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -251016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -251044.781250 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -251044.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -251067.781250 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -251067.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251090.562500 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -251090.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -251115.015625 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -251115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -251137.578125 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -251137.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251157.890625 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -251157.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -251173.000000 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -251173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -251188.500000 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -251188.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -251201.984375 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -251202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251213.437500 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -251213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251222.937500 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -251222.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -251231.953125 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -251232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251240.328125 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -251240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251245.109375 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -251245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251247.750000 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -251247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251248.781250 Penalty: 3796.603760
	Iteration 21Q: 3 clusters Score -251248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251249.281250 Penalty: 3796.603760
	Iteration 22Q: 3 clusters Score -251249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -251250.218750 Penalty: 3796.603760
	Iteration 23Q: 3 clusters Score -251250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251250.437500 Penalty: 3796.603760
	Iteration 24Q: 3 clusters Score -251250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251250.437500 Penalty: 3796.603760
	Iteration 25F: 3 clusters Score -251250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Entering Unmasked Estep 
Score: -19988760.000000 Penalty: 2974.808838
	Iteration 0F: 2 clusters Score -1.998876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -19880446.000000 Penalty: 5949.617676
	Iteration 0F: 3 clusters Score -1.988045e+07 nChanged 77816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -19925184.000000 Penalty: 5949.617676
	Iteration 1F: 3 clusters Score -1.992518e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -19925798.000000 Penalty: 5949.617676
	Iteration 2Q: 3 clusters Score -1.99258e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -19926442.000000 Penalty: 5949.617676
	Iteration 3Q: 3 clusters Score -1.992644e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -19927324.000000 Penalty: 5949.617676
	Iteration 4Q: 3 clusters Score -1.992732e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -19928400.000000 Penalty: 5949.617676
	Iteration 5Q: 3 clusters Score -1.99284e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -19929912.000000 Penalty: 5949.617676
	Iteration 6Q: 3 clusters Score -1.992991e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -19932112.000000 Penalty: 5949.617676
	Iteration 7Q: 3 clusters Score -1.993211e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -19936102.000000 Penalty: 5949.617676
	Iteration 8Q: 3 clusters Score -1.99361e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109621 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -19942156.000000 Penalty: 5949.617676
	Iteration 9F: 3 clusters Score -1.994216e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -19950810.000000 Penalty: 5949.617676
	Iteration 10F: 3 clusters Score -1.995081e+07 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -19960356.000000 Penalty: 5949.617676
	Iteration 11F: 3 clusters Score -1.996036e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140901 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -19968726.000000 Penalty: 5949.617676
	Iteration 12F: 3 clusters Score -1.996873e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -19974720.000000 Penalty: 5949.617676
	Iteration 13Q: 3 clusters Score -1.997472e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152336 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -19978798.000000 Penalty: 5949.617676
	Iteration 14Q: 3 clusters Score -1.99788e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155328 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -19981290.000000 Penalty: 5949.617676
	Iteration 15Q: 3 clusters Score -1.998129e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157357 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -19982998.000000 Penalty: 5949.617676
	Iteration 16Q: 3 clusters Score -1.9983e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -19984014.000000 Penalty: 5949.617676
	Iteration 17Q: 3 clusters Score -1.998401e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159620 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -19984704.000000 Penalty: 5949.617676
	Iteration 18Q: 3 clusters Score -1.99847e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160263 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19985126.000000 Penalty: 5949.617676
	Iteration 19Q: 3 clusters Score -1.998513e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160666 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19985426.000000 Penalty: 5949.617676
	Iteration 20F: 3 clusters Score -1.998543e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19985538.000000 Penalty: 5949.617676
	Iteration 21Q: 3 clusters Score -1.998554e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -19985708.000000 Penalty: 5949.617676
	Iteration 22Q: 3 clusters Score -1.998571e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161176 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -19985808.000000 Penalty: 5949.617676
	Iteration 23Q: 3 clusters Score -1.998581e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161259 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19985864.000000 Penalty: 5949.617676
	Iteration 24Q: 3 clusters Score -1.998586e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161310 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19985922.000000 Penalty: 5949.617676
	Iteration 25Q: 3 clusters Score -1.998592e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161341 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19985958.000000 Penalty: 5949.617676
	Iteration 26Q: 3 clusters Score -1.998596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161368 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -19985994.000000 Penalty: 5949.617676
	Iteration 27Q: 3 clusters Score -1.998599e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161385 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -19986010.000000 Penalty: 5949.617676
	Iteration 28Q: 3 clusters Score -1.998601e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161403 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -19986046.000000 Penalty: 5949.617676
	Iteration 29Q: 3 clusters Score -1.998605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161419 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -19986064.000000 Penalty: 5949.617676
	Iteration 30Q: 3 clusters Score -1.998606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161430 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19986062.000000 Penalty: 5949.617676
	Iteration 31Q: 3 clusters Score -1.998606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19986068.000000 Penalty: 5949.617676
	Iteration 32Q: 3 clusters Score -1.998607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19986084.000000 Penalty: 5949.617676
	Iteration 33Q: 3 clusters Score -1.998608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -19986100.000000 Penalty: 5949.617676
	Iteration 34Q: 3 clusters Score -1.99861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -19986118.000000 Penalty: 5949.617676
	Iteration 35Q: 3 clusters Score -1.998612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161466 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19986108.000000 Penalty: 5949.617676
	Iteration 36Q: 3 clusters Score -1.998611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161472 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19986132.000000 Penalty: 5949.617676
	Iteration 37Q: 3 clusters Score -1.998613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161479 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -19986128.000000 Penalty: 5949.617676
	Iteration 38Q: 3 clusters Score -1.998613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161480 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -19986120.000000 Penalty: 5949.617676
	Iteration 39Q: 3 clusters Score -1.998612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -19986140.000000 Penalty: 5949.617676
	Iteration 40F: 3 clusters Score -1.998614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -19986136.000000 Penalty: 5949.617676
	Iteration 41Q: 3 clusters Score -1.998614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19986146.000000 Penalty: 5949.617676
	Iteration 42Q: 3 clusters Score -1.998615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19986150.000000 Penalty: 5949.617676
	Iteration 43Q: 3 clusters Score -1.998615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161492 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -19986160.000000 Penalty: 5949.617676
	Iteration 44Q: 3 clusters Score -1.998616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161493 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19986148.000000 Penalty: 5949.617676
	Iteration 45Q: 3 clusters Score -1.998615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -19986174.000000 Penalty: 5949.617676
	Iteration 46Q: 3 clusters Score -1.998617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -19986164.000000 Penalty: 5949.617676
	Iteration 47Q: 3 clusters Score -1.998616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19986174.000000 Penalty: 5949.617676
	Iteration 48Q: 3 clusters Score -1.998617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19986170.000000 Penalty: 5949.617676
	Iteration 49Q: 3 clusters Score -1.998617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19986166.000000 Penalty: 5949.617676
	Iteration 50Q: 3 clusters Score -1.998617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161511 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -19986178.000000 Penalty: 5949.617676
	Iteration 51Q: 3 clusters Score -1.998618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19986178.000000 Penalty: 5949.617676
	Iteration 52Q: 3 clusters Score -1.998618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19986188.000000 Penalty: 5949.617676
	Iteration 53Q: 3 clusters Score -1.998619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19986176.000000 Penalty: 5949.617676
	Iteration 54Q: 3 clusters Score -1.998618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19986188.000000 Penalty: 5949.617676
	Iteration 55Q: 3 clusters Score -1.998619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19986188.000000 Penalty: 5949.617676
	Iteration 56F: 3 clusters Score -1.998619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Entering Unmasked Estep 
Score: -23792218.000000 Penalty: 3018.054443
	Iteration 0F: 2 clusters Score -2.379222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -23669160.000000 Penalty: 6036.108887
	Iteration 0F: 3 clusters Score -2.366916e+07 nChanged 92581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -23723608.000000 Penalty: 6036.108887
	Iteration 1F: 3 clusters Score -2.372361e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -23724982.000000 Penalty: 6036.108887
	Iteration 2Q: 3 clusters Score -2.372498e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 81610 members 
Entering Unmasked Estep 
Score: -23727174.000000 Penalty: 6036.108887
	Iteration 3Q: 3 clusters Score -2.372717e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119361 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -23731022.000000 Penalty: 6036.108887
	Iteration 4Q: 3 clusters Score -2.373102e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131075 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -23738242.000000 Penalty: 6036.108887
	Iteration 5F: 3 clusters Score -2.373824e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146752 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -23750574.000000 Penalty: 6036.108887
	Iteration 6F: 3 clusters Score -2.375057e+07 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164559 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -23766868.000000 Penalty: 6036.108887
	Iteration 7F: 3 clusters Score -2.376687e+07 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180100 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -23780092.000000 Penalty: 6036.108887
	Iteration 8F: 3 clusters Score -2.378009e+07 nChanged 8557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188655 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -23786490.000000 Penalty: 6036.108887
	Iteration 9Q: 3 clusters Score -2.378649e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -23788576.000000 Penalty: 6036.108887
	Iteration 10Q: 3 clusters Score -2.378858e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192331 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -23789108.000000 Penalty: 6036.108887
	Iteration 11Q: 3 clusters Score -2.378911e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192504 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23789378.000000 Penalty: 6036.108887
	Iteration 12Q: 3 clusters Score -2.378938e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192551 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23789420.000000 Penalty: 6036.108887
	Iteration 13Q: 3 clusters Score -2.378942e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192571 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23789448.000000 Penalty: 6036.108887
	Iteration 14Q: 3 clusters Score -2.378945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192580 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23789474.000000 Penalty: 6036.108887
	Iteration 15Q: 3 clusters Score -2.378947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192582 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23789490.000000 Penalty: 6036.108887
	Iteration 16Q: 3 clusters Score -2.378949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192582 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23789498.000000 Penalty: 6036.108887
	Iteration 17Q: 3 clusters Score -2.37895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192581 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23789508.000000 Penalty: 6036.108887
	Iteration 18Q: 3 clusters Score -2.378951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192582 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -23789508.000000 Penalty: 6036.108887
	Iteration 19Q: 3 clusters Score -2.378951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192583 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23789520.000000 Penalty: 6036.108887
	Iteration 20F: 3 clusters Score -2.378952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192585 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23789514.000000 Penalty: 6036.108887
	Iteration 21Q: 3 clusters Score -2.378951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192587 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23789536.000000 Penalty: 6036.108887
	Iteration 22Q: 3 clusters Score -2.378954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192587 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23789528.000000 Penalty: 6036.108887
	Iteration 23Q: 3 clusters Score -2.378953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192588 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -23789528.000000 Penalty: 6036.108887
	Iteration 24Q: 3 clusters Score -2.378953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192590 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23789528.000000 Penalty: 6036.108887
	Iteration 25Q: 3 clusters Score -2.378953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192593 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -23789530.000000 Penalty: 6036.108887
	Iteration 26Q: 3 clusters Score -2.378953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192592 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -23789542.000000 Penalty: 6036.108887
	Iteration 27Q: 3 clusters Score -2.378954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192591 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23789536.000000 Penalty: 6036.108887
	Iteration 28Q: 3 clusters Score -2.378954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192591 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -23789536.000000 Penalty: 6036.108887
	Iteration 29F: 3 clusters Score -2.378954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (154752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154752 members 
Entering Unmasked Estep 
Score: -19195714.000000 Penalty: 2963.495605
	Iteration 0F: 2 clusters Score -1.919571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -19093100.000000 Penalty: 5926.991211
	Iteration 0F: 3 clusters Score -1.90931e+07 nChanged 73953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -19135958.000000 Penalty: 5926.991211
	Iteration 1F: 3 clusters Score -1.913596e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -19136778.000000 Penalty: 5926.991211
	Iteration 2Q: 3 clusters Score -1.913678e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -19137590.000000 Penalty: 5926.991211
	Iteration 3Q: 3 clusters Score -1.913759e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -19138678.000000 Penalty: 5926.991211
	Iteration 4Q: 3 clusters Score -1.913868e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -19139962.000000 Penalty: 5926.991211
	Iteration 5Q: 3 clusters Score -1.913996e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -19141738.000000 Penalty: 5926.991211
	Iteration 6Q: 3 clusters Score -1.914174e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -19144130.000000 Penalty: 5926.991211
	Iteration 7Q: 3 clusters Score -1.914413e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -19147614.000000 Penalty: 5926.991211
	Iteration 8Q: 3 clusters Score -1.914761e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 82550 members 
Entering Unmasked Estep 
Score: -19152594.000000 Penalty: 5926.991211
	Iteration 9F: 3 clusters Score -1.915259e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -19159494.000000 Penalty: 5926.991211
	Iteration 10F: 3 clusters Score -1.915949e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
Score: -19166600.000000 Penalty: 5926.991211
	Iteration 11F: 3 clusters Score -1.91666e+07 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -19171626.000000 Penalty: 5926.991211
	Iteration 12F: 3 clusters Score -1.917163e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 79973 members 
Entering Unmasked Estep 
Score: -19174104.000000 Penalty: 5926.991211
	Iteration 13Q: 3 clusters Score -1.91741e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75518 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -19175196.000000 Penalty: 5926.991211
	Iteration 14Q: 3 clusters Score -1.91752e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -19175834.000000 Penalty: 5926.991211
	Iteration 15Q: 3 clusters Score -1.917583e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -19176386.000000 Penalty: 5926.991211
	Iteration 16Q: 3 clusters Score -1.917639e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -19177000.000000 Penalty: 5926.991211
	Iteration 17Q: 3 clusters Score -1.9177e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -19177536.000000 Penalty: 5926.991211
	Iteration 18Q: 3 clusters Score -1.917754e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 75838 members 
Entering Unmasked Estep 
Score: -19178072.000000 Penalty: 5926.991211
	Iteration 19Q: 3 clusters Score -1.917807e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -19178566.000000 Penalty: 5926.991211
	Iteration 20F: 3 clusters Score -1.917857e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -19178876.000000 Penalty: 5926.991211
	Iteration 21Q: 3 clusters Score -1.917888e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -19179248.000000 Penalty: 5926.991211
	Iteration 22Q: 3 clusters Score -1.917925e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -19179524.000000 Penalty: 5926.991211
	Iteration 23Q: 3 clusters Score -1.917952e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80830 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -19179694.000000 Penalty: 5926.991211
	Iteration 24Q: 3 clusters Score -1.917969e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -19179796.000000 Penalty: 5926.991211
	Iteration 25Q: 3 clusters Score -1.91798e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -19180044.000000 Penalty: 5926.991211
	Iteration 26Q: 3 clusters Score -1.918004e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81500 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -19180114.000000 Penalty: 5926.991211
	Iteration 27Q: 3 clusters Score -1.918011e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -19180214.000000 Penalty: 5926.991211
	Iteration 28Q: 3 clusters Score -1.918021e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -19180230.000000 Penalty: 5926.991211
	Iteration 29Q: 3 clusters Score -1.918023e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -19180224.000000 Penalty: 5926.991211
	Iteration 30Q: 3 clusters Score -1.918022e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -19180284.000000 Penalty: 5926.991211
	Iteration 31Q: 3 clusters Score -1.918028e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -19180266.000000 Penalty: 5926.991211
	Iteration 32Q: 3 clusters Score -1.918027e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82720 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -19180308.000000 Penalty: 5926.991211
	Iteration 33Q: 3 clusters Score -1.918031e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -19180308.000000 Penalty: 5926.991211
	Iteration 34Q: 3 clusters Score -1.918031e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83131 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -19180338.000000 Penalty: 5926.991211
	Iteration 35Q: 3 clusters Score -1.918034e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -19180362.000000 Penalty: 5926.991211
	Iteration 36Q: 3 clusters Score -1.918036e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -19180404.000000 Penalty: 5926.991211
	Iteration 37Q: 3 clusters Score -1.91804e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -19180414.000000 Penalty: 5926.991211
	Iteration 38Q: 3 clusters Score -1.918041e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -19180492.000000 Penalty: 5926.991211
	Iteration 39Q: 3 clusters Score -1.918049e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -19180514.000000 Penalty: 5926.991211
	Iteration 40F: 3 clusters Score -1.918051e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -19180528.000000 Penalty: 5926.991211
	Iteration 41Q: 3 clusters Score -1.918053e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -19180572.000000 Penalty: 5926.991211
	Iteration 42Q: 3 clusters Score -1.918057e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -19180618.000000 Penalty: 5926.991211
	Iteration 43Q: 3 clusters Score -1.918062e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -19180626.000000 Penalty: 5926.991211
	Iteration 44Q: 3 clusters Score -1.918063e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -19180658.000000 Penalty: 5926.991211
	Iteration 45Q: 3 clusters Score -1.918066e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -19180668.000000 Penalty: 5926.991211
	Iteration 46Q: 3 clusters Score -1.918067e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -19180662.000000 Penalty: 5926.991211
	Iteration 47Q: 3 clusters Score -1.918066e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -19180674.000000 Penalty: 5926.991211
	Iteration 48Q: 3 clusters Score -1.918067e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -19180720.000000 Penalty: 5926.991211
	Iteration 49Q: 3 clusters Score -1.918072e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -19180698.000000 Penalty: 5926.991211
	Iteration 50Q: 3 clusters Score -1.91807e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -19180688.000000 Penalty: 5926.991211
	Iteration 51Q: 3 clusters Score -1.918069e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -19180702.000000 Penalty: 5926.991211
	Iteration 52Q: 3 clusters Score -1.91807e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -19180710.000000 Penalty: 5926.991211
	Iteration 53Q: 3 clusters Score -1.918071e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 66888 members 
Entering Unmasked Estep 
Score: -19180770.000000 Penalty: 5926.991211
	Iteration 54Q: 3 clusters Score -1.918077e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -19180788.000000 Penalty: 5926.991211
	Iteration 55Q: 3 clusters Score -1.918079e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -19180804.000000 Penalty: 5926.991211
	Iteration 56Q: 3 clusters Score -1.91808e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88708 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -19180812.000000 Penalty: 5926.991211
	Iteration 57Q: 3 clusters Score -1.918081e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -19180884.000000 Penalty: 5926.991211
	Iteration 58Q: 3 clusters Score -1.918088e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -19180886.000000 Penalty: 5926.991211
	Iteration 59Q: 3 clusters Score -1.918089e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -19180892.000000 Penalty: 5926.991211
	Iteration 60F: 3 clusters Score -1.918089e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -19180888.000000 Penalty: 5926.991211
	Iteration 61Q: 3 clusters Score -1.918089e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -19180902.000000 Penalty: 5926.991211
	Iteration 62Q: 3 clusters Score -1.91809e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -19180920.000000 Penalty: 5926.991211
	Iteration 63Q: 3 clusters Score -1.918092e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -19180908.000000 Penalty: 5926.991211
	Iteration 64Q: 3 clusters Score -1.918091e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -19180938.000000 Penalty: 5926.991211
	Iteration 65Q: 3 clusters Score -1.918094e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -19180976.000000 Penalty: 5926.991211
	Iteration 66Q: 3 clusters Score -1.918098e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 62420 members 
Entering Unmasked Estep 
Score: -19181072.000000 Penalty: 5926.991211
	Iteration 67Q: 3 clusters Score -1.918107e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -19181060.000000 Penalty: 5926.991211
	Iteration 68Q: 3 clusters Score -1.918106e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -19181076.000000 Penalty: 5926.991211
	Iteration 69Q: 3 clusters Score -1.918108e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -19181074.000000 Penalty: 5926.991211
	Iteration 70Q: 3 clusters Score -1.918107e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -19181158.000000 Penalty: 5926.991211
	Iteration 71Q: 3 clusters Score -1.918116e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -19181248.000000 Penalty: 5926.991211
	Iteration 72Q: 3 clusters Score -1.918125e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -19181286.000000 Penalty: 5926.991211
	Iteration 73Q: 3 clusters Score -1.918129e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -19181374.000000 Penalty: 5926.991211
	Iteration 74Q: 3 clusters Score -1.918137e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -19181346.000000 Penalty: 5926.991211
	Iteration 75Q: 3 clusters Score -1.918135e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -19181468.000000 Penalty: 5926.991211
	Iteration 76Q: 3 clusters Score -1.918147e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -19181540.000000 Penalty: 5926.991211
	Iteration 77Q: 3 clusters Score -1.918154e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -19181610.000000 Penalty: 5926.991211
	Iteration 78Q: 3 clusters Score -1.918161e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -19181702.000000 Penalty: 5926.991211
	Iteration 79Q: 3 clusters Score -1.91817e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -19181826.000000 Penalty: 5926.991211
	Iteration 80F: 3 clusters Score -1.918183e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -19181954.000000 Penalty: 5926.991211
	Iteration 81Q: 3 clusters Score -1.918195e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -19182052.000000 Penalty: 5926.991211
	Iteration 82Q: 3 clusters Score -1.918205e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -19182088.000000 Penalty: 5926.991211
	Iteration 83Q: 3 clusters Score -1.918209e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -19182134.000000 Penalty: 5926.991211
	Iteration 84Q: 3 clusters Score -1.918213e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -19182178.000000 Penalty: 5926.991211
	Iteration 85Q: 3 clusters Score -1.918218e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -19182268.000000 Penalty: 5926.991211
	Iteration 86Q: 3 clusters Score -1.918227e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -19182438.000000 Penalty: 5926.991211
	Iteration 87Q: 3 clusters Score -1.918244e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104226 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -19182542.000000 Penalty: 5926.991211
	Iteration 88Q: 3 clusters Score -1.918254e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -19182664.000000 Penalty: 5926.991211
	Iteration 89Q: 3 clusters Score -1.918266e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -19182706.000000 Penalty: 5926.991211
	Iteration 90Q: 3 clusters Score -1.918271e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106410 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -19182752.000000 Penalty: 5926.991211
	Iteration 91Q: 3 clusters Score -1.918275e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -19182826.000000 Penalty: 5926.991211
	Iteration 92Q: 3 clusters Score -1.918283e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -19182918.000000 Penalty: 5926.991211
	Iteration 93Q: 3 clusters Score -1.918292e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -19183034.000000 Penalty: 5926.991211
	Iteration 94Q: 3 clusters Score -1.918303e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109680 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -19183178.000000 Penalty: 5926.991211
	Iteration 95Q: 3 clusters Score -1.918318e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -19183314.000000 Penalty: 5926.991211
	Iteration 96Q: 3 clusters Score -1.918331e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111531 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -19183486.000000 Penalty: 5926.991211
	Iteration 97Q: 3 clusters Score -1.918349e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112513 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -19183628.000000 Penalty: 5926.991211
	Iteration 98Q: 3 clusters Score -1.918363e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -19183808.000000 Penalty: 5926.991211
	Iteration 99Q: 3 clusters Score -1.918381e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -19184002.000000 Penalty: 5926.991211
	Iteration 100F: 3 clusters Score -1.9184e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115596 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -19184242.000000 Penalty: 5926.991211
	Iteration 101Q: 3 clusters Score -1.918424e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116665 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -19184550.000000 Penalty: 5926.991211
	Iteration 102Q: 3 clusters Score -1.918455e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117725 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -19184726.000000 Penalty: 5926.991211
	Iteration 103Q: 3 clusters Score -1.918473e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118816 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -19185004.000000 Penalty: 5926.991211
	Iteration 104Q: 3 clusters Score -1.9185e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -19185190.000000 Penalty: 5926.991211
	Iteration 105Q: 3 clusters Score -1.918519e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -19185436.000000 Penalty: 5926.991211
	Iteration 106Q: 3 clusters Score -1.918544e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -19185720.000000 Penalty: 5926.991211
	Iteration 107Q: 3 clusters Score -1.918572e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -19185968.000000 Penalty: 5926.991211
	Iteration 108Q: 3 clusters Score -1.918597e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124589 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -19186316.000000 Penalty: 5926.991211
	Iteration 109Q: 3 clusters Score -1.918632e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125822 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -19186728.000000 Penalty: 5926.991211
	Iteration 110Q: 3 clusters Score -1.918673e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -19187004.000000 Penalty: 5926.991211
	Iteration 111Q: 3 clusters Score -1.9187e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128356 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -19187378.000000 Penalty: 5926.991211
	Iteration 112Q: 3 clusters Score -1.918738e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129602 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -19187746.000000 Penalty: 5926.991211
	Iteration 113Q: 3 clusters Score -1.918775e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130848 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -19188172.000000 Penalty: 5926.991211
	Iteration 114Q: 3 clusters Score -1.918817e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132136 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -19188496.000000 Penalty: 5926.991211
	Iteration 115Q: 3 clusters Score -1.91885e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133380 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -19188840.000000 Penalty: 5926.991211
	Iteration 116Q: 3 clusters Score -1.918884e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134522 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -19189182.000000 Penalty: 5926.991211
	Iteration 117Q: 3 clusters Score -1.918918e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135616 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -19189510.000000 Penalty: 5926.991211
	Iteration 118Q: 3 clusters Score -1.918951e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136645 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -19189814.000000 Penalty: 5926.991211
	Iteration 119Q: 3 clusters Score -1.918981e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137574 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -19190006.000000 Penalty: 5926.991211
	Iteration 120F: 3 clusters Score -1.919001e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138465 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -19190264.000000 Penalty: 5926.991211
	Iteration 121Q: 3 clusters Score -1.919026e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139361 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -19190506.000000 Penalty: 5926.991211
	Iteration 122Q: 3 clusters Score -1.919051e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140250 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -19190810.000000 Penalty: 5926.991211
	Iteration 123Q: 3 clusters Score -1.919081e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -19191042.000000 Penalty: 5926.991211
	Iteration 124Q: 3 clusters Score -1.919104e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142035 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -19191286.000000 Penalty: 5926.991211
	Iteration 125Q: 3 clusters Score -1.919129e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142827 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -19191548.000000 Penalty: 5926.991211
	Iteration 126Q: 3 clusters Score -1.919155e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -19191780.000000 Penalty: 5926.991211
	Iteration 127Q: 3 clusters Score -1.919178e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -19191988.000000 Penalty: 5926.991211
	Iteration 128Q: 3 clusters Score -1.919199e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144941 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -19192196.000000 Penalty: 5926.991211
	Iteration 129Q: 3 clusters Score -1.91922e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -19192334.000000 Penalty: 5926.991211
	Iteration 130Q: 3 clusters Score -1.919233e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146189 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -19192522.000000 Penalty: 5926.991211
	Iteration 131Q: 3 clusters Score -1.919252e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146796 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -19192660.000000 Penalty: 5926.991211
	Iteration 132Q: 3 clusters Score -1.919266e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147372 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -19192762.000000 Penalty: 5926.991211
	Iteration 133Q: 3 clusters Score -1.919276e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -19192908.000000 Penalty: 5926.991211
	Iteration 134Q: 3 clusters Score -1.919291e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148476 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -19192948.000000 Penalty: 5926.991211
	Iteration 135Q: 3 clusters Score -1.919295e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148999 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -19193008.000000 Penalty: 5926.991211
	Iteration 136Q: 3 clusters Score -1.919301e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -19193094.000000 Penalty: 5926.991211
	Iteration 137Q: 3 clusters Score -1.919309e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149882 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -19193190.000000 Penalty: 5926.991211
	Iteration 138Q: 3 clusters Score -1.919319e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -19193258.000000 Penalty: 5926.991211
	Iteration 139Q: 3 clusters Score -1.919326e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -19193322.000000 Penalty: 5926.991211
	Iteration 140F: 3 clusters Score -1.919332e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -19193334.000000 Penalty: 5926.991211
	Iteration 141Q: 3 clusters Score -1.919333e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -19193434.000000 Penalty: 5926.991211
	Iteration 142Q: 3 clusters Score -1.919343e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151439 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -19193460.000000 Penalty: 5926.991211
	Iteration 143Q: 3 clusters Score -1.919346e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -19193516.000000 Penalty: 5926.991211
	Iteration 144Q: 3 clusters Score -1.919352e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -19193540.000000 Penalty: 5926.991211
	Iteration 145Q: 3 clusters Score -1.919354e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -19193584.000000 Penalty: 5926.991211
	Iteration 146Q: 3 clusters Score -1.919358e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152163 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -19193616.000000 Penalty: 5926.991211
	Iteration 147Q: 3 clusters Score -1.919362e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -19193636.000000 Penalty: 5926.991211
	Iteration 148Q: 3 clusters Score -1.919364e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19193698.000000 Penalty: 5926.991211
	Iteration 149Q: 3 clusters Score -1.91937e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152482 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -19193720.000000 Penalty: 5926.991211
	Iteration 150Q: 3 clusters Score -1.919372e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19193720.000000 Penalty: 5926.991211
	Iteration 151Q: 3 clusters Score -1.919372e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -19193686.000000 Penalty: 5926.991211
	Iteration 152Q: 3 clusters Score -1.919369e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19193684.000000 Penalty: 5926.991211
	Iteration 153Q: 3 clusters Score -1.919368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19193690.000000 Penalty: 5926.991211
	Iteration 154Q: 3 clusters Score -1.919369e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19193698.000000 Penalty: 5926.991211
	Iteration 155Q: 3 clusters Score -1.91937e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152789 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -19193690.000000 Penalty: 5926.991211
	Iteration 156Q: 3 clusters Score -1.919369e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19193696.000000 Penalty: 5926.991211
	Iteration 157Q: 3 clusters Score -1.91937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152831 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -19193696.000000 Penalty: 5926.991211
	Iteration 158Q: 3 clusters Score -1.91937e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152857 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -19193680.000000 Penalty: 5926.991211
	Iteration 159Q: 3 clusters Score -1.919368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -19193668.000000 Penalty: 5926.991211
	Iteration 160F: 3 clusters Score -1.919367e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152902 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -19193686.000000 Penalty: 5926.991211
	Iteration 161Q: 3 clusters Score -1.919369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -19193678.000000 Penalty: 5926.991211
	Iteration 162Q: 3 clusters Score -1.919368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152951 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -19193658.000000 Penalty: 5926.991211
	Iteration 163Q: 3 clusters Score -1.919366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -19193680.000000 Penalty: 5926.991211
	Iteration 164Q: 3 clusters Score -1.919368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19193668.000000 Penalty: 5926.991211
	Iteration 165Q: 3 clusters Score -1.919367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19193632.000000 Penalty: 5926.991211
	Iteration 166Q: 3 clusters Score -1.919363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153032 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -19193656.000000 Penalty: 5926.991211
	Iteration 167Q: 3 clusters Score -1.919366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -19193668.000000 Penalty: 5926.991211
	Iteration 168Q: 3 clusters Score -1.919367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153064 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -19193664.000000 Penalty: 5926.991211
	Iteration 169Q: 3 clusters Score -1.919366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19193680.000000 Penalty: 5926.991211
	Iteration 170Q: 3 clusters Score -1.919368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -19193672.000000 Penalty: 5926.991211
	Iteration 171Q: 3 clusters Score -1.919367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153104 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -19193676.000000 Penalty: 5926.991211
	Iteration 172Q: 3 clusters Score -1.919368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153124 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -19193652.000000 Penalty: 5926.991211
	Iteration 173Q: 3 clusters Score -1.919365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19193654.000000 Penalty: 5926.991211
	Iteration 174Q: 3 clusters Score -1.919365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19193642.000000 Penalty: 5926.991211
	Iteration 175Q: 3 clusters Score -1.919364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153162 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19193648.000000 Penalty: 5926.991211
	Iteration 176Q: 3 clusters Score -1.919365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19193648.000000 Penalty: 5926.991211
	Iteration 177Q: 3 clusters Score -1.919365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -19193634.000000 Penalty: 5926.991211
	Iteration 178Q: 3 clusters Score -1.919363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -19193628.000000 Penalty: 5926.991211
	Iteration 179Q: 3 clusters Score -1.919363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -19193656.000000 Penalty: 5926.991211
	Iteration 180F: 3 clusters Score -1.919366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19193662.000000 Penalty: 5926.991211
	Iteration 181Q: 3 clusters Score -1.919366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19193660.000000 Penalty: 5926.991211
	Iteration 182Q: 3 clusters Score -1.919366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19193644.000000 Penalty: 5926.991211
	Iteration 183Q: 3 clusters Score -1.919364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -19193654.000000 Penalty: 5926.991211
	Iteration 184Q: 3 clusters Score -1.919365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -19193670.000000 Penalty: 5926.991211
	Iteration 185Q: 3 clusters Score -1.919367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153246 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19193666.000000 Penalty: 5926.991211
	Iteration 186Q: 3 clusters Score -1.919367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153258 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -19193652.000000 Penalty: 5926.991211
	Iteration 187Q: 3 clusters Score -1.919365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19193662.000000 Penalty: 5926.991211
	Iteration 188Q: 3 clusters Score -1.919366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19193642.000000 Penalty: 5926.991211
	Iteration 189Q: 3 clusters Score -1.919364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153284 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19193658.000000 Penalty: 5926.991211
	Iteration 190Q: 3 clusters Score -1.919366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -19193676.000000 Penalty: 5926.991211
	Iteration 191Q: 3 clusters Score -1.919368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19193666.000000 Penalty: 5926.991211
	Iteration 192Q: 3 clusters Score -1.919367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -19193654.000000 Penalty: 5926.991211
	Iteration 193Q: 3 clusters Score -1.919365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153323 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19193658.000000 Penalty: 5926.991211
	Iteration 194Q: 3 clusters Score -1.919366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153328 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19193656.000000 Penalty: 5926.991211
	Iteration 195Q: 3 clusters Score -1.919366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153332 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19193662.000000 Penalty: 5926.991211
	Iteration 196Q: 3 clusters Score -1.919366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153339 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19193668.000000 Penalty: 5926.991211
	Iteration 197Q: 3 clusters Score -1.919367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -19193650.000000 Penalty: 5926.991211
	Iteration 198Q: 3 clusters Score -1.919365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19193646.000000 Penalty: 5926.991211
	Iteration 199Q: 3 clusters Score -1.919365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -19193642.000000 Penalty: 5926.991211
	Iteration 200F: 3 clusters Score -1.919364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19193646.000000 Penalty: 5926.991211
	Iteration 201Q: 3 clusters Score -1.919365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153366 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19193632.000000 Penalty: 5926.991211
	Iteration 202Q: 3 clusters Score -1.919363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19193636.000000 Penalty: 5926.991211
	Iteration 203Q: 3 clusters Score -1.919364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19193610.000000 Penalty: 5926.991211
	Iteration 204Q: 3 clusters Score -1.919361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19193614.000000 Penalty: 5926.991211
	Iteration 205Q: 3 clusters Score -1.919361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19193604.000000 Penalty: 5926.991211
	Iteration 206Q: 3 clusters Score -1.91936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153409 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19193620.000000 Penalty: 5926.991211
	Iteration 207Q: 3 clusters Score -1.919362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153420 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19193610.000000 Penalty: 5926.991211
	Iteration 208Q: 3 clusters Score -1.919361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19193610.000000 Penalty: 5926.991211
	Iteration 209Q: 3 clusters Score -1.919361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19193614.000000 Penalty: 5926.991211
	Iteration 210Q: 3 clusters Score -1.919361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -19193634.000000 Penalty: 5926.991211
	Iteration 211Q: 3 clusters Score -1.919363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19193616.000000 Penalty: 5926.991211
	Iteration 212Q: 3 clusters Score -1.919362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153465 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19193614.000000 Penalty: 5926.991211
	Iteration 213Q: 3 clusters Score -1.919361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19193622.000000 Penalty: 5926.991211
	Iteration 214Q: 3 clusters Score -1.919362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19193626.000000 Penalty: 5926.991211
	Iteration 215Q: 3 clusters Score -1.919363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19193622.000000 Penalty: 5926.991211
	Iteration 216Q: 3 clusters Score -1.919362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19193626.000000 Penalty: 5926.991211
	Iteration 217Q: 3 clusters Score -1.919363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -19193626.000000 Penalty: 5926.991211
	Iteration 218Q: 3 clusters Score -1.919363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153482 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19193614.000000 Penalty: 5926.991211
	Iteration 219Q: 3 clusters Score -1.919361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -19193632.000000 Penalty: 5926.991211
	Iteration 220F: 3 clusters Score -1.919363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -19193616.000000 Penalty: 5926.991211
	Iteration 221Q: 3 clusters Score -1.919362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19193624.000000 Penalty: 5926.991211
	Iteration 222Q: 3 clusters Score -1.919362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153488 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -19193612.000000 Penalty: 5926.991211
	Iteration 223Q: 3 clusters Score -1.919361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19193602.000000 Penalty: 5926.991211
	Iteration 224Q: 3 clusters Score -1.91936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19193622.000000 Penalty: 5926.991211
	Iteration 225Q: 3 clusters Score -1.919362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19193634.000000 Penalty: 5926.991211
	Iteration 226Q: 3 clusters Score -1.919363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153509 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -19193642.000000 Penalty: 5926.991211
	Iteration 227Q: 3 clusters Score -1.919364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -19193644.000000 Penalty: 5926.991211
	Iteration 228Q: 3 clusters Score -1.919364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19193640.000000 Penalty: 5926.991211
	Iteration 229Q: 3 clusters Score -1.919364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19193624.000000 Penalty: 5926.991211
	Iteration 230Q: 3 clusters Score -1.919362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19193624.000000 Penalty: 5926.991211
	Iteration 231F: 3 clusters Score -1.919362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -112187.476562 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -112187.5 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 539 members 
Entering Unmasked Estep 
Score: -110228.929688 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -110228.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110531.742188 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -110531.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -110633.085938 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -110633.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -110707.570312 Penalty: 3433.631348
	Iteration 3Q: 3 clusters Score -110707.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -110750.421875 Penalty: 3433.631348
	Iteration 4Q: 3 clusters Score -110750.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110782.671875 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -110782.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110809.601562 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -110809.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110842.664062 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -110842.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110864.617188 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -110864.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110883.531250 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -110883.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110898.007812 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -110898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110907.929688 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -110907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110924.710938 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -110924.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110928.367188 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -110928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110930.132812 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -110930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110930.132812 Penalty: 3433.631348
	Iteration 15F: 3 clusters Score -110930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Entering Unmasked Estep 
Score: -5978557.500000 Penalty: 2673.444336
	Iteration 0F: 2 clusters Score -5978558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -5946097.500000 Penalty: 5346.888672
	Iteration 0F: 3 clusters Score -5946098 nChanged 22164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5958471.000000 Penalty: 5346.888672
	Iteration 1F: 3 clusters Score -5958471 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5959039.500000 Penalty: 5346.888672
	Iteration 2Q: 3 clusters Score -5959040 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -5959706.000000 Penalty: 5346.888672
	Iteration 3Q: 3 clusters Score -5959706 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5960550.000000 Penalty: 5346.888672
	Iteration 4Q: 3 clusters Score -5960550 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -5961756.000000 Penalty: 5346.888672
	Iteration 5F: 3 clusters Score -5961756 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5963579.500000 Penalty: 5346.888672
	Iteration 6F: 3 clusters Score -5963580 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5966077.000000 Penalty: 5346.888672
	Iteration 7F: 3 clusters Score -5966077 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -5969289.500000 Penalty: 5346.888672
	Iteration 8F: 3 clusters Score -5969290 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5972361.500000 Penalty: 5346.888672
	Iteration 9F: 3 clusters Score -5972362 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5974458.000000 Penalty: 5346.888672
	Iteration 10Q: 3 clusters Score -5974458 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5975433.500000 Penalty: 5346.888672
	Iteration 11Q: 3 clusters Score -5975434 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5975794.000000 Penalty: 5346.888672
	Iteration 12Q: 3 clusters Score -5975794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5975978.000000 Penalty: 5346.888672
	Iteration 13Q: 3 clusters Score -5975978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5976078.500000 Penalty: 5346.888672
	Iteration 14Q: 3 clusters Score -5976078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5976107.500000 Penalty: 5346.888672
	Iteration 15Q: 3 clusters Score -5976108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5976131.000000 Penalty: 5346.888672
	Iteration 16Q: 3 clusters Score -5976131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5976138.500000 Penalty: 5346.888672
	Iteration 17Q: 3 clusters Score -5976138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5976147.000000 Penalty: 5346.888672
	Iteration 18Q: 3 clusters Score -5976147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5976155.000000 Penalty: 5346.888672
	Iteration 19Q: 3 clusters Score -5976155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5976159.000000 Penalty: 5346.888672
	Iteration 20F: 3 clusters Score -5976159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5976164.500000 Penalty: 5346.888672
	Iteration 21Q: 3 clusters Score -5976164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5976176.500000 Penalty: 5346.888672
	Iteration 22Q: 3 clusters Score -5976176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5976180.000000 Penalty: 5346.888672
	Iteration 23Q: 3 clusters Score -5976180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5976185.000000 Penalty: 5346.888672
	Iteration 24Q: 3 clusters Score -5976185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5976182.500000 Penalty: 5346.888672
	Iteration 25Q: 3 clusters Score -5976182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5976186.000000 Penalty: 5346.888672
	Iteration 26Q: 3 clusters Score -5976186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5976189.000000 Penalty: 5346.888672
	Iteration 27Q: 3 clusters Score -5976189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5976193.000000 Penalty: 5346.888672
	Iteration 28Q: 3 clusters Score -5976193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5976190.000000 Penalty: 5346.888672
	Iteration 29Q: 3 clusters Score -5976190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5976196.500000 Penalty: 5346.888672
	Iteration 30Q: 3 clusters Score -5976196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5976197.500000 Penalty: 5346.888672
	Iteration 31Q: 3 clusters Score -5976198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5976197.500000 Penalty: 5346.888672
	Iteration 32F: 3 clusters Score -5976198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Entering Unmasked Estep 
Score: -9266555.000000 Penalty: 2782.008301
	Iteration 0F: 2 clusters Score -9266555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -9216697.000000 Penalty: 5564.016602
	Iteration 0F: 3 clusters Score -9216697 nChanged 35000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -9236245.000000 Penalty: 5564.016602
	Iteration 1F: 3 clusters Score -9236245 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -9236803.000000 Penalty: 5564.016602
	Iteration 2Q: 3 clusters Score -9236803 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -9237380.000000 Penalty: 5564.016602
	Iteration 3Q: 3 clusters Score -9237380 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -9237840.000000 Penalty: 5564.016602
	Iteration 4Q: 3 clusters Score -9237840 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -9238328.000000 Penalty: 5564.016602
	Iteration 5Q: 3 clusters Score -9238328 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -9238931.000000 Penalty: 5564.016602
	Iteration 6Q: 3 clusters Score -9238931 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -9239649.000000 Penalty: 5564.016602
	Iteration 7Q: 3 clusters Score -9239649 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -9240594.000000 Penalty: 5564.016602
	Iteration 8Q: 3 clusters Score -9240594 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -9241902.000000 Penalty: 5564.016602
	Iteration 9Q: 3 clusters Score -9241902 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -9243545.000000 Penalty: 5564.016602
	Iteration 10Q: 3 clusters Score -9243545 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -9245932.000000 Penalty: 5564.016602
	Iteration 11F: 3 clusters Score -9245932 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -9248943.000000 Penalty: 5564.016602
	Iteration 12F: 3 clusters Score -9248943 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -9252471.000000 Penalty: 5564.016602
	Iteration 13F: 3 clusters Score -9252471 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -9256020.000000 Penalty: 5564.016602
	Iteration 14F: 3 clusters Score -9256020 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -9258653.000000 Penalty: 5564.016602
	Iteration 15Q: 3 clusters Score -9258653 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 60568 members 
Entering Unmasked Estep 
Score: -9260327.000000 Penalty: 5564.016602
	Iteration 16Q: 3 clusters Score -9260327 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -9261173.000000 Penalty: 5564.016602
	Iteration 17Q: 3 clusters Score -9261173 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -9261669.000000 Penalty: 5564.016602
	Iteration 18Q: 3 clusters Score -9261669 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -9262041.000000 Penalty: 5564.016602
	Iteration 19Q: 3 clusters Score -9262041 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -9262356.000000 Penalty: 5564.016602
	Iteration 20F: 3 clusters Score -9262356 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -9262662.000000 Penalty: 5564.016602
	Iteration 21Q: 3 clusters Score -9262662 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -9262918.000000 Penalty: 5564.016602
	Iteration 22Q: 3 clusters Score -9262918 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -9263112.000000 Penalty: 5564.016602
	Iteration 23Q: 3 clusters Score -9263112 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -9263342.000000 Penalty: 5564.016602
	Iteration 24Q: 3 clusters Score -9263342 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -9263519.000000 Penalty: 5564.016602
	Iteration 25Q: 3 clusters Score -9263519 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -9263704.000000 Penalty: 5564.016602
	Iteration 26Q: 3 clusters Score -9263704 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -9263847.000000 Penalty: 5564.016602
	Iteration 27Q: 3 clusters Score -9263847 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -9263961.000000 Penalty: 5564.016602
	Iteration 28Q: 3 clusters Score -9263961 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -9264030.000000 Penalty: 5564.016602
	Iteration 29Q: 3 clusters Score -9264030 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 69643 members 
Entering Unmasked Estep 
Score: -9264105.000000 Penalty: 5564.016602
	Iteration 30Q: 3 clusters Score -9264105 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -9264170.000000 Penalty: 5564.016602
	Iteration 31Q: 3 clusters Score -9264170 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -9264272.000000 Penalty: 5564.016602
	Iteration 32Q: 3 clusters Score -9264272 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -9264339.000000 Penalty: 5564.016602
	Iteration 33Q: 3 clusters Score -9264339 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -9264409.000000 Penalty: 5564.016602
	Iteration 34Q: 3 clusters Score -9264409 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -9264492.000000 Penalty: 5564.016602
	Iteration 35Q: 3 clusters Score -9264492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -9264532.000000 Penalty: 5564.016602
	Iteration 36Q: 3 clusters Score -9264532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -9264553.000000 Penalty: 5564.016602
	Iteration 37Q: 3 clusters Score -9264553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -9264587.000000 Penalty: 5564.016602
	Iteration 38Q: 3 clusters Score -9264587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -9264595.000000 Penalty: 5564.016602
	Iteration 39Q: 3 clusters Score -9264595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -9264618.000000 Penalty: 5564.016602
	Iteration 40F: 3 clusters Score -9264618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 71525 members 
Entering Unmasked Estep 
Score: -9264630.000000 Penalty: 5564.016602
	Iteration 41Q: 3 clusters Score -9264630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -9264640.000000 Penalty: 5564.016602
	Iteration 42Q: 3 clusters Score -9264640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -9264659.000000 Penalty: 5564.016602
	Iteration 43Q: 3 clusters Score -9264659 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -9264670.000000 Penalty: 5564.016602
	Iteration 44Q: 3 clusters Score -9264670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -9264660.000000 Penalty: 5564.016602
	Iteration 45Q: 3 clusters Score -9264660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -9264673.000000 Penalty: 5564.016602
	Iteration 46Q: 3 clusters Score -9264673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -9264680.000000 Penalty: 5564.016602
	Iteration 47Q: 3 clusters Score -9264680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -9264682.000000 Penalty: 5564.016602
	Iteration 48Q: 3 clusters Score -9264682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 71857 members 
Entering Unmasked Estep 
Score: -9264699.000000 Penalty: 5564.016602
	Iteration 49Q: 3 clusters Score -9264699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -9264702.000000 Penalty: 5564.016602
	Iteration 50Q: 3 clusters Score -9264702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -9264682.000000 Penalty: 5564.016602
	Iteration 51Q: 3 clusters Score -9264682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -9264692.000000 Penalty: 5564.016602
	Iteration 52Q: 3 clusters Score -9264692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -9264701.000000 Penalty: 5564.016602
	Iteration 53Q: 3 clusters Score -9264701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -9264708.000000 Penalty: 5564.016602
	Iteration 54Q: 3 clusters Score -9264708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -9264701.000000 Penalty: 5564.016602
	Iteration 55Q: 3 clusters Score -9264701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -9264699.000000 Penalty: 5564.016602
	Iteration 56Q: 3 clusters Score -9264699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -9264699.000000 Penalty: 5564.016602
	Iteration 57Q: 3 clusters Score -9264699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -9264700.000000 Penalty: 5564.016602
	Iteration 58Q: 3 clusters Score -9264700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -9264693.000000 Penalty: 5564.016602
	Iteration 59Q: 3 clusters Score -9264693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -9264695.000000 Penalty: 5564.016602
	Iteration 60F: 3 clusters Score -9264695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -9264697.000000 Penalty: 5564.016602
	Iteration 61Q: 3 clusters Score -9264697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -9264695.000000 Penalty: 5564.016602
	Iteration 62Q: 3 clusters Score -9264695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -9264699.000000 Penalty: 5564.016602
	Iteration 63Q: 3 clusters Score -9264699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -9264699.000000 Penalty: 5564.016602
	Iteration 64Q: 3 clusters Score -9264699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -9264701.000000 Penalty: 5564.016602
	Iteration 65Q: 3 clusters Score -9264701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -9264702.000000 Penalty: 5564.016602
	Iteration 66Q: 3 clusters Score -9264702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -9264702.000000 Penalty: 5564.016602
	Iteration 67F: 3 clusters Score -9264702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Entering Unmasked Estep 
Score: -5870091.500000 Penalty: 2672.441162
	Iteration 0F: 2 clusters Score -5870092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -5837810.500000 Penalty: 5344.882324
	Iteration 0F: 3 clusters Score -5837810 nChanged 22075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5850002.000000 Penalty: 5344.882324
	Iteration 1F: 3 clusters Score -5850002 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5850443.500000 Penalty: 5344.882324
	Iteration 2Q: 3 clusters Score -5850444 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5850824.000000 Penalty: 5344.882324
	Iteration 3Q: 3 clusters Score -5850824 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5851252.000000 Penalty: 5344.882324
	Iteration 4Q: 3 clusters Score -5851252 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5851804.000000 Penalty: 5344.882324
	Iteration 5Q: 3 clusters Score -5851804 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -5852624.500000 Penalty: 5344.882324
	Iteration 6Q: 3 clusters Score -5852624 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5853948.500000 Penalty: 5344.882324
	Iteration 7F: 3 clusters Score -5853948 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5856089.000000 Penalty: 5344.882324
	Iteration 8F: 3 clusters Score -5856089 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5859157.500000 Penalty: 5344.882324
	Iteration 9F: 3 clusters Score -5859158 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5862552.000000 Penalty: 5344.882324
	Iteration 10F: 3 clusters Score -5862552 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5865275.000000 Penalty: 5344.882324
	Iteration 11F: 3 clusters Score -5865275 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -5866787.000000 Penalty: 5344.882324
	Iteration 12Q: 3 clusters Score -5866787 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5867335.000000 Penalty: 5344.882324
	Iteration 13Q: 3 clusters Score -5867335 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -5867513.500000 Penalty: 5344.882324
	Iteration 14Q: 3 clusters Score -5867514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -5867586.500000 Penalty: 5344.882324
	Iteration 15Q: 3 clusters Score -5867586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5867624.000000 Penalty: 5344.882324
	Iteration 16Q: 3 clusters Score -5867624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -5867655.000000 Penalty: 5344.882324
	Iteration 17Q: 3 clusters Score -5867655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5867663.000000 Penalty: 5344.882324
	Iteration 18Q: 3 clusters Score -5867663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -5867673.500000 Penalty: 5344.882324
	Iteration 19Q: 3 clusters Score -5867674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -5867677.500000 Penalty: 5344.882324
	Iteration 20F: 3 clusters Score -5867678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5867686.000000 Penalty: 5344.882324
	Iteration 21Q: 3 clusters Score -5867686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5867690.000000 Penalty: 5344.882324
	Iteration 22Q: 3 clusters Score -5867690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -5867688.500000 Penalty: 5344.882324
	Iteration 23Q: 3 clusters Score -5867688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -5867692.500000 Penalty: 5344.882324
	Iteration 24Q: 3 clusters Score -5867692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5867695.500000 Penalty: 5344.882324
	Iteration 25Q: 3 clusters Score -5867696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -5867698.500000 Penalty: 5344.882324
	Iteration 26Q: 3 clusters Score -5867698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5867698.500000 Penalty: 5344.882324
	Iteration 27Q: 3 clusters Score -5867698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -5867698.500000 Penalty: 5344.882324
	Iteration 28F: 3 clusters Score -5867698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Entering Unmasked Estep 
Score: -1307322.125000 Penalty: 2302.514893
	Iteration 0F: 2 clusters Score -1307322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1299136.500000 Penalty: 4605.029785
	Iteration 0F: 3 clusters Score -1299136 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1301523.750000 Penalty: 4605.029785
	Iteration 1F: 3 clusters Score -1301524 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1301925.375000 Penalty: 4605.029785
	Iteration 2F: 3 clusters Score -1301925 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1302330.000000 Penalty: 4605.029785
	Iteration 3F: 3 clusters Score -1302330 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1302739.125000 Penalty: 4605.029785
	Iteration 4F: 3 clusters Score -1302739 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1303216.375000 Penalty: 4605.029785
	Iteration 5F: 3 clusters Score -1303216 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1303752.875000 Penalty: 4605.029785
	Iteration 6F: 3 clusters Score -1303753 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1304286.000000 Penalty: 4605.029785
	Iteration 7F: 3 clusters Score -1304286 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1304671.000000 Penalty: 4605.029785
	Iteration 8F: 3 clusters Score -1304671 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1304948.125000 Penalty: 4605.029785
	Iteration 9Q: 3 clusters Score -1304948 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1305150.000000 Penalty: 4605.029785
	Iteration 10Q: 3 clusters Score -1305150 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1305296.250000 Penalty: 4605.029785
	Iteration 11Q: 3 clusters Score -1305296 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1305415.625000 Penalty: 4605.029785
	Iteration 12Q: 3 clusters Score -1305416 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1305514.000000 Penalty: 4605.029785
	Iteration 13Q: 3 clusters Score -1305514 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1305611.000000 Penalty: 4605.029785
	Iteration 14Q: 3 clusters Score -1305611 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1305708.875000 Penalty: 4605.029785
	Iteration 15Q: 3 clusters Score -1305709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1305786.375000 Penalty: 4605.029785
	Iteration 16Q: 3 clusters Score -1305786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1305836.250000 Penalty: 4605.029785
	Iteration 17Q: 3 clusters Score -1305836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1305863.625000 Penalty: 4605.029785
	Iteration 18Q: 3 clusters Score -1305864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1305896.500000 Penalty: 4605.029785
	Iteration 19Q: 3 clusters Score -1305896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1305912.375000 Penalty: 4605.029785
	Iteration 20F: 3 clusters Score -1305912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1305918.125000 Penalty: 4605.029785
	Iteration 21Q: 3 clusters Score -1305918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1305923.375000 Penalty: 4605.029785
	Iteration 22Q: 3 clusters Score -1305923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1305930.875000 Penalty: 4605.029785
	Iteration 23Q: 3 clusters Score -1305931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1305935.125000 Penalty: 4605.029785
	Iteration 24Q: 3 clusters Score -1305935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1305941.000000 Penalty: 4605.029785
	Iteration 25Q: 3 clusters Score -1305941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1305949.625000 Penalty: 4605.029785
	Iteration 26Q: 3 clusters Score -1305950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1305949.875000 Penalty: 4605.029785
	Iteration 27Q: 3 clusters Score -1305950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1305951.875000 Penalty: 4605.029785
	Iteration 28Q: 3 clusters Score -1305952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1305956.125000 Penalty: 4605.029785
	Iteration 29Q: 3 clusters Score -1305956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1305954.125000 Penalty: 4605.029785
	Iteration 30Q: 3 clusters Score -1305954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1305953.875000 Penalty: 4605.029785
	Iteration 31Q: 3 clusters Score -1305954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1305953.875000 Penalty: 4605.029785
	Iteration 32F: 3 clusters Score -1305954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -1082815.500000 Penalty: 2271.339111
	Iteration 0F: 2 clusters Score -1082816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1075405.500000 Penalty: 4542.678223
	Iteration 0F: 3 clusters Score -1075406 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1077651.500000 Penalty: 4542.678223
	Iteration 1F: 3 clusters Score -1077652 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1078001.500000 Penalty: 4542.678223
	Iteration 2F: 3 clusters Score -1078002 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1078232.125000 Penalty: 4542.678223
	Iteration 3F: 3 clusters Score -1078232 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1078396.125000 Penalty: 4542.678223
	Iteration 4Q: 3 clusters Score -1078396 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1078526.625000 Penalty: 4542.678223
	Iteration 5Q: 3 clusters Score -1078527 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1078631.500000 Penalty: 4542.678223
	Iteration 6Q: 3 clusters Score -1078632 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1078713.500000 Penalty: 4542.678223
	Iteration 7Q: 3 clusters Score -1078714 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1078784.625000 Penalty: 4542.678223
	Iteration 8Q: 3 clusters Score -1078785 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1078843.750000 Penalty: 4542.678223
	Iteration 9Q: 3 clusters Score -1078844 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1078902.000000 Penalty: 4542.678223
	Iteration 10Q: 3 clusters Score -1078902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1078951.875000 Penalty: 4542.678223
	Iteration 11Q: 3 clusters Score -1078952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1079014.375000 Penalty: 4542.678223
	Iteration 12Q: 3 clusters Score -1079014 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1079075.500000 Penalty: 4542.678223
	Iteration 13Q: 3 clusters Score -1079076 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1079136.625000 Penalty: 4542.678223
	Iteration 14Q: 3 clusters Score -1079137 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1079213.250000 Penalty: 4542.678223
	Iteration 15Q: 3 clusters Score -1079213 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1079283.375000 Penalty: 4542.678223
	Iteration 16Q: 3 clusters Score -1079283 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1079354.375000 Penalty: 4542.678223
	Iteration 17Q: 3 clusters Score -1079354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1079423.500000 Penalty: 4542.678223
	Iteration 18Q: 3 clusters Score -1079424 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1079496.875000 Penalty: 4542.678223
	Iteration 19Q: 3 clusters Score -1079497 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1079579.250000 Penalty: 4542.678223
	Iteration 20F: 3 clusters Score -1079579 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1079674.500000 Penalty: 4542.678223
	Iteration 21Q: 3 clusters Score -1079674 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1079778.875000 Penalty: 4542.678223
	Iteration 22Q: 3 clusters Score -1079779 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1079897.875000 Penalty: 4542.678223
	Iteration 23Q: 3 clusters Score -1079898 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1080032.000000 Penalty: 4542.678223
	Iteration 24Q: 3 clusters Score -1080032 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1080188.000000 Penalty: 4542.678223
	Iteration 25Q: 3 clusters Score -1080188 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1080336.250000 Penalty: 4542.678223
	Iteration 26Q: 3 clusters Score -1080336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1080476.125000 Penalty: 4542.678223
	Iteration 27Q: 3 clusters Score -1080476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1080583.750000 Penalty: 4542.678223
	Iteration 28Q: 3 clusters Score -1080584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1080666.250000 Penalty: 4542.678223
	Iteration 29Q: 3 clusters Score -1080666 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1080727.750000 Penalty: 4542.678223
	Iteration 30Q: 3 clusters Score -1080728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1080776.250000 Penalty: 4542.678223
	Iteration 31Q: 3 clusters Score -1080776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1080823.500000 Penalty: 4542.678223
	Iteration 32Q: 3 clusters Score -1080824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1080863.375000 Penalty: 4542.678223
	Iteration 33Q: 3 clusters Score -1080863 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1080884.625000 Penalty: 4542.678223
	Iteration 34Q: 3 clusters Score -1080885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1080908.000000 Penalty: 4542.678223
	Iteration 35Q: 3 clusters Score -1080908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1080921.625000 Penalty: 4542.678223
	Iteration 36Q: 3 clusters Score -1080922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1080936.500000 Penalty: 4542.678223
	Iteration 37Q: 3 clusters Score -1080936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1080949.375000 Penalty: 4542.678223
	Iteration 38Q: 3 clusters Score -1080949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1080956.000000 Penalty: 4542.678223
	Iteration 39Q: 3 clusters Score -1080956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1080966.375000 Penalty: 4542.678223
	Iteration 40F: 3 clusters Score -1080966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1080972.250000 Penalty: 4542.678223
	Iteration 41Q: 3 clusters Score -1080972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1080976.250000 Penalty: 4542.678223
	Iteration 42Q: 3 clusters Score -1080976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1080980.250000 Penalty: 4542.678223
	Iteration 43Q: 3 clusters Score -1080980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1080979.750000 Penalty: 4542.678223
	Iteration 44Q: 3 clusters Score -1080980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1080984.375000 Penalty: 4542.678223
	Iteration 45Q: 3 clusters Score -1080984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1080990.250000 Penalty: 4542.678223
	Iteration 46Q: 3 clusters Score -1080990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1080994.500000 Penalty: 4542.678223
	Iteration 47Q: 3 clusters Score -1080994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1080999.125000 Penalty: 4542.678223
	Iteration 48Q: 3 clusters Score -1080999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1081002.500000 Penalty: 4542.678223
	Iteration 49Q: 3 clusters Score -1081002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1081005.000000 Penalty: 4542.678223
	Iteration 50Q: 3 clusters Score -1081005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1081008.500000 Penalty: 4542.678223
	Iteration 51Q: 3 clusters Score -1081008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1081010.875000 Penalty: 4542.678223
	Iteration 52Q: 3 clusters Score -1081011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1081013.500000 Penalty: 4542.678223
	Iteration 53Q: 3 clusters Score -1081014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1081022.375000 Penalty: 4542.678223
	Iteration 54Q: 3 clusters Score -1081022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1081027.250000 Penalty: 4542.678223
	Iteration 55Q: 3 clusters Score -1081027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1081032.250000 Penalty: 4542.678223
	Iteration 56Q: 3 clusters Score -1081032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1081036.500000 Penalty: 4542.678223
	Iteration 57Q: 3 clusters Score -1081036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1081039.125000 Penalty: 4542.678223
	Iteration 58Q: 3 clusters Score -1081039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1081044.250000 Penalty: 4542.678223
	Iteration 59Q: 3 clusters Score -1081044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1081047.875000 Penalty: 4542.678223
	Iteration 60F: 3 clusters Score -1081048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1081049.750000 Penalty: 4542.678223
	Iteration 61Q: 3 clusters Score -1081050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1081049.625000 Penalty: 4542.678223
	Iteration 62Q: 3 clusters Score -1081050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1081052.500000 Penalty: 4542.678223
	Iteration 63Q: 3 clusters Score -1081052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1081053.875000 Penalty: 4542.678223
	Iteration 64Q: 3 clusters Score -1081054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1081058.000000 Penalty: 4542.678223
	Iteration 65Q: 3 clusters Score -1081058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1081062.375000 Penalty: 4542.678223
	Iteration 66Q: 3 clusters Score -1081062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1081067.000000 Penalty: 4542.678223
	Iteration 67Q: 3 clusters Score -1081067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1081074.625000 Penalty: 4542.678223
	Iteration 68Q: 3 clusters Score -1081075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1081079.625000 Penalty: 4542.678223
	Iteration 69Q: 3 clusters Score -1081080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1081081.875000 Penalty: 4542.678223
	Iteration 70Q: 3 clusters Score -1081082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1081082.125000 Penalty: 4542.678223
	Iteration 71Q: 3 clusters Score -1081082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1081084.750000 Penalty: 4542.678223
	Iteration 72Q: 3 clusters Score -1081085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1081088.375000 Penalty: 4542.678223
	Iteration 73Q: 3 clusters Score -1081088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1081091.250000 Penalty: 4542.678223
	Iteration 74Q: 3 clusters Score -1081091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1081092.375000 Penalty: 4542.678223
	Iteration 75Q: 3 clusters Score -1081092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1081094.750000 Penalty: 4542.678223
	Iteration 76Q: 3 clusters Score -1081095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1081095.500000 Penalty: 4542.678223
	Iteration 77Q: 3 clusters Score -1081096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1081096.250000 Penalty: 4542.678223
	Iteration 78Q: 3 clusters Score -1081096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1081098.125000 Penalty: 4542.678223
	Iteration 79Q: 3 clusters Score -1081098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1081097.125000 Penalty: 4542.678223
	Iteration 80F: 3 clusters Score -1081097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1081096.125000 Penalty: 4542.678223
	Iteration 81Q: 3 clusters Score -1081096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1081097.875000 Penalty: 4542.678223
	Iteration 82Q: 3 clusters Score -1081098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1081100.750000 Penalty: 4542.678223
	Iteration 83Q: 3 clusters Score -1081101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1081100.500000 Penalty: 4542.678223
	Iteration 84Q: 3 clusters Score -1081100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1081100.500000 Penalty: 4542.678223
	Iteration 85Q: 3 clusters Score -1081100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1081100.125000 Penalty: 4542.678223
	Iteration 86Q: 3 clusters Score -1081100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1081100.750000 Penalty: 4542.678223
	Iteration 87Q: 3 clusters Score -1081101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1081100.750000 Penalty: 4542.678223
	Iteration 88Q: 3 clusters Score -1081101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1081100.250000 Penalty: 4542.678223
	Iteration 89Q: 3 clusters Score -1081100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1081100.250000 Penalty: 4542.678223
	Iteration 90F: 3 clusters Score -1081100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -141430.812500 Penalty: 1771.812988
	Iteration 0F: 2 clusters Score -141430.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -139266.812500 Penalty: 3543.625977
	Iteration 0F: 3 clusters Score -139266.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139618.453125 Penalty: 3543.625977
	Iteration 1F: 3 clusters Score -139618.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139754.968750 Penalty: 3543.625977
	Iteration 2F: 3 clusters Score -139755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139879.859375 Penalty: 3543.625977
	Iteration 3F: 3 clusters Score -139879.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -139983.546875 Penalty: 3543.625977
	Iteration 4Q: 3 clusters Score -139983.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -140110.281250 Penalty: 3543.625977
	Iteration 5Q: 3 clusters Score -140110.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -140233.593750 Penalty: 3543.625977
	Iteration 6Q: 3 clusters Score -140233.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140340.031250 Penalty: 3543.625977
	Iteration 7Q: 3 clusters Score -140340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -140491.203125 Penalty: 3543.625977
	Iteration 8Q: 3 clusters Score -140491.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -140666.265625 Penalty: 3543.625977
	Iteration 9Q: 3 clusters Score -140666.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -140909.406250 Penalty: 3543.625977
	Iteration 10Q: 3 clusters Score -140909.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141446.281250 Penalty: 3543.625977
	Iteration 11Q: 3 clusters Score -141446.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -141678.203125 Penalty: 3543.625977
	Iteration 12Q: 3 clusters Score -141678.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -141826.500000 Penalty: 3543.625977
	Iteration 13Q: 3 clusters Score -141826.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141933.328125 Penalty: 3543.625977
	Iteration 14Q: 3 clusters Score -141933.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -142035.171875 Penalty: 3543.625977
	Iteration 15Q: 3 clusters Score -142035.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142099.562500 Penalty: 3543.625977
	Iteration 16Q: 3 clusters Score -142099.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142150.812500 Penalty: 3543.625977
	Iteration 17Q: 3 clusters Score -142150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142181.875000 Penalty: 3543.625977
	Iteration 18Q: 3 clusters Score -142181.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -142203.843750 Penalty: 3543.625977
	Iteration 19Q: 3 clusters Score -142203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142231.500000 Penalty: 3543.625977
	Iteration 20F: 3 clusters Score -142231.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142258.109375 Penalty: 3543.625977
	Iteration 21Q: 3 clusters Score -142258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -142277.109375 Penalty: 3543.625977
	Iteration 22Q: 3 clusters Score -142277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -142286.578125 Penalty: 3543.625977
	Iteration 23Q: 3 clusters Score -142286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -142294.328125 Penalty: 3543.625977
	Iteration 24Q: 3 clusters Score -142294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -142297.343750 Penalty: 3543.625977
	Iteration 25Q: 3 clusters Score -142297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -142303.921875 Penalty: 3543.625977
	Iteration 26Q: 3 clusters Score -142303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142306.859375 Penalty: 3543.625977
	Iteration 27Q: 3 clusters Score -142306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -142308.453125 Penalty: 3543.625977
	Iteration 28Q: 3 clusters Score -142308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -142314.781250 Penalty: 3543.625977
	Iteration 29Q: 3 clusters Score -142314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142319.015625 Penalty: 3543.625977
	Iteration 30Q: 3 clusters Score -142319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142330.156250 Penalty: 3543.625977
	Iteration 31Q: 3 clusters Score -142330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -142339.937500 Penalty: 3543.625977
	Iteration 32Q: 3 clusters Score -142339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -142342.890625 Penalty: 3543.625977
	Iteration 33Q: 3 clusters Score -142342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -142342.890625 Penalty: 3543.625977
	Iteration 34F: 3 clusters Score -142342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82368 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 64985 members 
Mstep: Class 6 contains 26195 members 
Mstep: Class 7 contains 155791 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 182131 members 
Mstep: Class 13 contains 60191 members 
Mstep: Class 14 contains 40903 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 161975 members 
Mstep: Class 19 contains 192832 members 
Mstep: Class 20 contains 154752 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48051 members 
Mstep: Class 23 contains 74442 members 
Mstep: Class 24 contains 47857 members 
Mstep: Class 25 contains 10768 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 24515 members 
Mstep: Class 29 contains 172458 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 522 members 
Entering Unmasked Estep 
Score: -194736880.000000 Penalty: 109883.875000
Splitting cluster 27 changes total score from -194736624.000000 to -194736880.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 28 (24515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Entering Unmasked Estep 
Score: -2976146.000000 Penalty: 2506.545898
	Iteration 0F: 2 clusters Score -2976146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2959166.750000 Penalty: 5013.091797
	Iteration 0F: 3 clusters Score -2959167 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2964989.750000 Penalty: 5013.091797
	Iteration 1F: 3 clusters Score -2964990 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2965441.250000 Penalty: 5013.091797
	Iteration 2F: 3 clusters Score -2965441 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2965870.750000 Penalty: 5013.091797
	Iteration 3Q: 3 clusters Score -2965871 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2966414.750000 Penalty: 5013.091797
	Iteration 4Q: 3 clusters Score -2966415 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2967130.000000 Penalty: 5013.091797
	Iteration 5F: 3 clusters Score -2967130 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2968109.000000 Penalty: 5013.091797
	Iteration 6F: 3 clusters Score -2968109 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2969315.000000 Penalty: 5013.091797
	Iteration 7F: 3 clusters Score -2969315 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2970660.750000 Penalty: 5013.091797
	Iteration 8F: 3 clusters Score -2970661 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2971998.750000 Penalty: 5013.091797
	Iteration 9F: 3 clusters Score -2971999 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2973056.750000 Penalty: 5013.091797
	Iteration 10Q: 3 clusters Score -2973057 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2973708.250000 Penalty: 5013.091797
	Iteration 11Q: 3 clusters Score -2973708 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2973998.000000 Penalty: 5013.091797
	Iteration 12Q: 3 clusters Score -2973998 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2974148.500000 Penalty: 5013.091797
	Iteration 13Q: 3 clusters Score -2974148 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2974248.000000 Penalty: 5013.091797
	Iteration 14Q: 3 clusters Score -2974248 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2974305.500000 Penalty: 5013.091797
	Iteration 15Q: 3 clusters Score -2974306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2974337.750000 Penalty: 5013.091797
	Iteration 16Q: 3 clusters Score -2974338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2974377.000000 Penalty: 5013.091797
	Iteration 17Q: 3 clusters Score -2974377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2974406.750000 Penalty: 5013.091797
	Iteration 18Q: 3 clusters Score -2974407 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2974425.000000 Penalty: 5013.091797
	Iteration 19Q: 3 clusters Score -2974425 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2974442.750000 Penalty: 5013.091797
	Iteration 20F: 3 clusters Score -2974443 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2974452.250000 Penalty: 5013.091797
	Iteration 21Q: 3 clusters Score -2974452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2974478.750000 Penalty: 5013.091797
	Iteration 22Q: 3 clusters Score -2974479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2974476.000000 Penalty: 5013.091797
	Iteration 23Q: 3 clusters Score -2974476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2974475.000000 Penalty: 5013.091797
	Iteration 24Q: 3 clusters Score -2974475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2974485.750000 Penalty: 5013.091797
	Iteration 25Q: 3 clusters Score -2974486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2974489.750000 Penalty: 5013.091797
	Iteration 26Q: 3 clusters Score -2974490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2974496.500000 Penalty: 5013.091797
	Iteration 27Q: 3 clusters Score -2974496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2974497.000000 Penalty: 5013.091797
	Iteration 28Q: 3 clusters Score -2974497 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2974497.750000 Penalty: 5013.091797
	Iteration 29Q: 3 clusters Score -2974498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2974496.000000 Penalty: 5013.091797
	Iteration 30Q: 3 clusters Score -2974496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2974504.000000 Penalty: 5013.091797
	Iteration 31Q: 3 clusters Score -2974504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2974506.000000 Penalty: 5013.091797
	Iteration 32Q: 3 clusters Score -2974506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2974502.750000 Penalty: 5013.091797
	Iteration 33Q: 3 clusters Score -2974503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2974503.250000 Penalty: 5013.091797
	Iteration 34Q: 3 clusters Score -2974503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2974509.000000 Penalty: 5013.091797
	Iteration 35Q: 3 clusters Score -2974509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2974509.250000 Penalty: 5013.091797
	Iteration 36Q: 3 clusters Score -2974509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2974510.750000 Penalty: 5013.091797
	Iteration 37Q: 3 clusters Score -2974511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2974509.250000 Penalty: 5013.091797
	Iteration 38Q: 3 clusters Score -2974509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2974508.750000 Penalty: 5013.091797
	Iteration 39Q: 3 clusters Score -2974509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2974511.250000 Penalty: 5013.091797
	Iteration 40F: 3 clusters Score -2974511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2974515.750000 Penalty: 5013.091797
	Iteration 41Q: 3 clusters Score -2974516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2974518.500000 Penalty: 5013.091797
	Iteration 42Q: 3 clusters Score -2974518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2974522.000000 Penalty: 5013.091797
	Iteration 43Q: 3 clusters Score -2974522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2974523.750000 Penalty: 5013.091797
	Iteration 44Q: 3 clusters Score -2974524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2974527.000000 Penalty: 5013.091797
	Iteration 45Q: 3 clusters Score -2974527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2974526.000000 Penalty: 5013.091797
	Iteration 46Q: 3 clusters Score -2974526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2974525.000000 Penalty: 5013.091797
	Iteration 47Q: 3 clusters Score -2974525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2974525.750000 Penalty: 5013.091797
	Iteration 48Q: 3 clusters Score -2974526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2974529.500000 Penalty: 5013.091797
	Iteration 49Q: 3 clusters Score -2974530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2974533.250000 Penalty: 5013.091797
	Iteration 50Q: 3 clusters Score -2974533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2974533.500000 Penalty: 5013.091797
	Iteration 51Q: 3 clusters Score -2974534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2974532.500000 Penalty: 5013.091797
	Iteration 52Q: 3 clusters Score -2974532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2974534.500000 Penalty: 5013.091797
	Iteration 53Q: 3 clusters Score -2974534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2974541.000000 Penalty: 5013.091797
	Iteration 54Q: 3 clusters Score -2974541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2974541.000000 Penalty: 5013.091797
	Iteration 55F: 3 clusters Score -2974541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (172458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Entering Unmasked Estep 
Score: -21178596.000000 Penalty: 2990.361328
	Iteration 0F: 2 clusters Score -2.11786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -21063642.000000 Penalty: 5980.722656
	Iteration 0F: 3 clusters Score -2.106364e+07 nChanged 82812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91361 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -21112260.000000 Penalty: 5980.722656
	Iteration 1F: 3 clusters Score -2.111226e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -21113428.000000 Penalty: 5980.722656
	Iteration 2Q: 3 clusters Score -2.111343e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -21115186.000000 Penalty: 5980.722656
	Iteration 3Q: 3 clusters Score -2.111519e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106000 members 
Mstep: Class 2 contains 66458 members 
Entering Unmasked Estep 
Score: -21118282.000000 Penalty: 5980.722656
	Iteration 4Q: 3 clusters Score -2.111828e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -21123890.000000 Penalty: 5980.722656
	Iteration 5F: 3 clusters Score -2.112389e+07 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -21134052.000000 Penalty: 5980.722656
	Iteration 6F: 3 clusters Score -2.113405e+07 nChanged 15786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -21148884.000000 Penalty: 5980.722656
	Iteration 7F: 3 clusters Score -2.114888e+07 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159323 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -21163428.000000 Penalty: 5980.722656
	Iteration 8F: 3 clusters Score -2.116343e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21171992.000000 Penalty: 5980.722656
	Iteration 9F: 3 clusters Score -2.117199e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171277 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21174898.000000 Penalty: 5980.722656
	Iteration 10Q: 3 clusters Score -2.11749e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172044 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21175580.000000 Penalty: 5980.722656
	Iteration 11Q: 3 clusters Score -2.117558e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172189 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21175784.000000 Penalty: 5980.722656
	Iteration 12Q: 3 clusters Score -2.117578e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21175852.000000 Penalty: 5980.722656
	Iteration 13Q: 3 clusters Score -2.117585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21175888.000000 Penalty: 5980.722656
	Iteration 14Q: 3 clusters Score -2.117589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172240 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21175910.000000 Penalty: 5980.722656
	Iteration 15Q: 3 clusters Score -2.117591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172245 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21175920.000000 Penalty: 5980.722656
	Iteration 16Q: 3 clusters Score -2.117592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172248 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21175932.000000 Penalty: 5980.722656
	Iteration 17Q: 3 clusters Score -2.117593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21175938.000000 Penalty: 5980.722656
	Iteration 18Q: 3 clusters Score -2.117594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21175922.000000 Penalty: 5980.722656
	Iteration 19Q: 3 clusters Score -2.117592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172252 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21175932.000000 Penalty: 5980.722656
	Iteration 20F: 3 clusters Score -2.117593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82368 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 70825 members 
Mstep: Class 5 contains 64985 members 
Mstep: Class 6 contains 26195 members 
Mstep: Class 7 contains 155791 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 624 members 
Mstep: Class 10 contains 2554 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 182131 members 
Mstep: Class 13 contains 60191 members 
Mstep: Class 14 contains 40903 members 
Mstep: Class 15 contains 3337 members 
Mstep: Class 16 contains 6821 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 161975 members 
Mstep: Class 19 contains 192832 members 
Mstep: Class 20 contains 154752 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 48051 members 
Mstep: Class 23 contains 74442 members 
Mstep: Class 24 contains 47857 members 
Mstep: Class 25 contains 10768 members 
Mstep: Class 26 contains 9496 members 
Mstep: Class 27 contains 745 members 
Mstep: Class 28 contains 24515 members 
Mstep: Class 29 contains 172458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737168.000000 Penalty: 109883.875000
Iteration 399Q: 32 clusters Score -1.947372e+08 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82098 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 70558 members 
Mstep: Class 5 contains 64859 members 
Mstep: Class 6 contains 26241 members 
Mstep: Class 7 contains 155530 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 182014 members 
Mstep: Class 13 contains 60011 members 
Mstep: Class 14 contains 40827 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 161769 members 
Mstep: Class 19 contains 193549 members 
Mstep: Class 20 contains 154857 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47912 members 
Mstep: Class 23 contains 74286 members 
Mstep: Class 24 contains 48222 members 
Mstep: Class 25 contains 10769 members 
Mstep: Class 26 contains 9529 members 
Mstep: Class 27 contains 746 members 
Mstep: Class 28 contains 24751 members 
Mstep: Class 29 contains 172823 members 
Mstep: Class 30 contains 3320 members 
Mstep: Class 31 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737664.000000 Penalty: 109883.875000
Iteration 400F: 32 clusters Score -1.947377e+08 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 81826 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 70320 members 
Mstep: Class 5 contains 64737 members 
Mstep: Class 6 contains 26159 members 
Mstep: Class 7 contains 155274 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 181864 members 
Mstep: Class 13 contains 59846 members 
Mstep: Class 14 contains 40762 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 161589 members 
Mstep: Class 19 contains 194298 members 
Mstep: Class 20 contains 154964 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47781 members 
Mstep: Class 23 contains 74104 members 
Mstep: Class 24 contains 48578 members 
Mstep: Class 25 contains 10759 members 
Mstep: Class 26 contains 9445 members 
Mstep: Class 27 contains 746 members 
Mstep: Class 28 contains 24793 members 
Mstep: Class 29 contains 173201 members 
Mstep: Class 30 contains 3694 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737632.000000 Penalty: 109883.875000
Iteration 401Q: 32 clusters Score -1.947376e+08 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 81564 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 70041 members 
Mstep: Class 5 contains 64612 members 
Mstep: Class 6 contains 26077 members 
Mstep: Class 7 contains 155040 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 619 members 
Mstep: Class 10 contains 2545 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 181914 members 
Mstep: Class 13 contains 59648 members 
Mstep: Class 14 contains 40689 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 161397 members 
Mstep: Class 19 contains 195217 members 
Mstep: Class 20 contains 154972 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47666 members 
Mstep: Class 23 contains 73931 members 
Mstep: Class 24 contains 48960 members 
Mstep: Class 25 contains 10761 members 
Mstep: Class 26 contains 9389 members 
Mstep: Class 27 contains 748 members 
Mstep: Class 28 contains 24877 members 
Mstep: Class 29 contains 173436 members 
Mstep: Class 30 contains 3859 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738240.000000 Penalty: 109883.875000
Iteration 402Q: 32 clusters Score -1.947382e+08 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 81278 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 69771 members 
Mstep: Class 5 contains 64517 members 
Mstep: Class 6 contains 25995 members 
Mstep: Class 7 contains 154828 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 182073 members 
Mstep: Class 13 contains 59468 members 
Mstep: Class 14 contains 40626 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 6816 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 161088 members 
Mstep: Class 19 contains 196179 members 
Mstep: Class 20 contains 154886 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47560 members 
Mstep: Class 23 contains 73778 members 
Mstep: Class 24 contains 49334 members 
Mstep: Class 25 contains 10760 members 
Mstep: Class 26 contains 9345 members 
Mstep: Class 27 contains 750 members 
Mstep: Class 28 contains 24977 members 
Mstep: Class 29 contains 173669 members 
Mstep: Class 30 contains 3965 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738976.000000 Penalty: 109883.875000
Iteration 403Q: 32 clusters Score -1.94739e+08 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 81004 members 
Mstep: Class 3 contains 6069 members 
Mstep: Class 4 contains 69542 members 
Mstep: Class 5 contains 64448 members 
Mstep: Class 6 contains 25921 members 
Mstep: Class 7 contains 154556 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 182194 members 
Mstep: Class 13 contains 59288 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 3189 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 160861 members 
Mstep: Class 19 contains 197243 members 
Mstep: Class 20 contains 154723 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47461 members 
Mstep: Class 23 contains 73618 members 
Mstep: Class 24 contains 49688 members 
Mstep: Class 25 contains 10763 members 
Mstep: Class 26 contains 9304 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 25120 members 
Mstep: Class 29 contains 173782 members 
Mstep: Class 30 contains 4049 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 109883.875000
Iteration 404Q: 32 clusters Score -1.947398e+08 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 80729 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 69307 members 
Mstep: Class 5 contains 64375 members 
Mstep: Class 6 contains 25850 members 
Mstep: Class 7 contains 154303 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182330 members 
Mstep: Class 13 contains 59120 members 
Mstep: Class 14 contains 40470 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 6815 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 160643 members 
Mstep: Class 19 contains 198482 members 
Mstep: Class 20 contains 154507 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47345 members 
Mstep: Class 23 contains 73434 members 
Mstep: Class 24 contains 50021 members 
Mstep: Class 25 contains 10749 members 
Mstep: Class 26 contains 9258 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 25235 members 
Mstep: Class 29 contains 173892 members 
Mstep: Class 30 contains 4113 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739840.000000 Penalty: 109883.875000
Iteration 405Q: 32 clusters Score -1.947398e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 80440 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 69065 members 
Mstep: Class 5 contains 64327 members 
Mstep: Class 6 contains 25786 members 
Mstep: Class 7 contains 154030 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182434 members 
Mstep: Class 13 contains 58923 members 
Mstep: Class 14 contains 40407 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 16 contains 6813 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 160492 members 
Mstep: Class 19 contains 199714 members 
Mstep: Class 20 contains 154289 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 47219 members 
Mstep: Class 23 contains 73255 members 
Mstep: Class 24 contains 50324 members 
Mstep: Class 25 contains 10747 members 
Mstep: Class 26 contains 9238 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 25375 members 
Mstep: Class 29 contains 173985 members 
Mstep: Class 30 contains 4161 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 109883.875000
Iteration 406Q: 32 clusters Score -1.947398e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 80127 members 
Mstep: Class 3 contains 6020 members 
Mstep: Class 4 contains 68788 members 
Mstep: Class 5 contains 64285 members 
Mstep: Class 6 contains 25704 members 
Mstep: Class 7 contains 153720 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182537 members 
Mstep: Class 13 contains 58733 members 
Mstep: Class 14 contains 40342 members 
Mstep: Class 15 contains 3127 members 
Mstep: Class 16 contains 6804 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 160412 members 
Mstep: Class 19 contains 201080 members 
Mstep: Class 20 contains 154050 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 73071 members 
Mstep: Class 24 contains 50626 members 
Mstep: Class 25 contains 10733 members 
Mstep: Class 26 contains 9204 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 25507 members 
Mstep: Class 29 contains 174036 members 
Mstep: Class 30 contains 4219 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739888.000000 Penalty: 109883.875000
Iteration 407Q: 32 clusters Score -1.947399e+08 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 79839 members 
Mstep: Class 3 contains 6006 members 
Mstep: Class 4 contains 68513 members 
Mstep: Class 5 contains 64230 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 153402 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182611 members 
Mstep: Class 13 contains 58499 members 
Mstep: Class 14 contains 40274 members 
Mstep: Class 15 contains 3112 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 160362 members 
Mstep: Class 19 contains 202496 members 
Mstep: Class 20 contains 153776 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 46935 members 
Mstep: Class 23 contains 72868 members 
Mstep: Class 24 contains 50929 members 
Mstep: Class 25 contains 10715 members 
Mstep: Class 26 contains 9185 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 25688 members 
Mstep: Class 29 contains 174067 members 
Mstep: Class 30 contains 4262 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740272.000000 Penalty: 109883.875000
Iteration 408Q: 32 clusters Score -1.947403e+08 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 79522 members 
Mstep: Class 3 contains 5993 members 
Mstep: Class 4 contains 68203 members 
Mstep: Class 5 contains 64181 members 
Mstep: Class 6 contains 25560 members 
Mstep: Class 7 contains 153081 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182674 members 
Mstep: Class 13 contains 58280 members 
Mstep: Class 14 contains 40189 members 
Mstep: Class 15 contains 3082 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 160437 members 
Mstep: Class 19 contains 203954 members 
Mstep: Class 20 contains 153498 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 46786 members 
Mstep: Class 23 contains 72659 members 
Mstep: Class 24 contains 51211 members 
Mstep: Class 25 contains 10692 members 
Mstep: Class 26 contains 9160 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 25853 members 
Mstep: Class 29 contains 174109 members 
Mstep: Class 30 contains 4297 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740256.000000 Penalty: 109883.875000
Iteration 409Q: 32 clusters Score -1.947403e+08 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 79223 members 
Mstep: Class 3 contains 5981 members 
Mstep: Class 4 contains 67913 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 25482 members 
Mstep: Class 7 contains 152847 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182718 members 
Mstep: Class 13 contains 58086 members 
Mstep: Class 14 contains 40104 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 160440 members 
Mstep: Class 19 contains 205393 members 
Mstep: Class 20 contains 153168 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 46608 members 
Mstep: Class 23 contains 72477 members 
Mstep: Class 24 contains 51469 members 
Mstep: Class 25 contains 10667 members 
Mstep: Class 26 contains 9127 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26025 members 
Mstep: Class 29 contains 174165 members 
Mstep: Class 30 contains 4339 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740544.000000 Penalty: 109883.875000
Iteration 410Q: 32 clusters Score -1.947405e+08 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 78916 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 67660 members 
Mstep: Class 5 contains 64082 members 
Mstep: Class 6 contains 25394 members 
Mstep: Class 7 contains 152582 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182761 members 
Mstep: Class 13 contains 57931 members 
Mstep: Class 14 contains 40021 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 6772 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 160540 members 
Mstep: Class 19 contains 206761 members 
Mstep: Class 20 contains 152835 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 46416 members 
Mstep: Class 23 contains 72296 members 
Mstep: Class 24 contains 51724 members 
Mstep: Class 25 contains 10655 members 
Mstep: Class 26 contains 9107 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26187 members 
Mstep: Class 29 contains 174185 members 
Mstep: Class 30 contains 4366 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741536.000000 Penalty: 109883.875000
Iteration 411Q: 32 clusters Score -1.947415e+08 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 78643 members 
Mstep: Class 3 contains 5963 members 
Mstep: Class 4 contains 67422 members 
Mstep: Class 5 contains 64050 members 
Mstep: Class 6 contains 25339 members 
Mstep: Class 7 contains 152297 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182752 members 
Mstep: Class 13 contains 57763 members 
Mstep: Class 14 contains 39939 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 6767 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 160758 members 
Mstep: Class 19 contains 208109 members 
Mstep: Class 20 contains 152408 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 46238 members 
Mstep: Class 23 contains 72108 members 
Mstep: Class 24 contains 51963 members 
Mstep: Class 25 contains 10642 members 
Mstep: Class 26 contains 9067 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26324 members 
Mstep: Class 29 contains 174233 members 
Mstep: Class 30 contains 4391 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741888.000000 Penalty: 109883.875000
Iteration 412Q: 32 clusters Score -1.947419e+08 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 78368 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 67168 members 
Mstep: Class 5 contains 64007 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 152048 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182690 members 
Mstep: Class 13 contains 57586 members 
Mstep: Class 14 contains 39840 members 
Mstep: Class 15 contains 3035 members 
Mstep: Class 16 contains 6773 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 161186 members 
Mstep: Class 19 contains 209384 members 
Mstep: Class 20 contains 151956 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 46066 members 
Mstep: Class 23 contains 71907 members 
Mstep: Class 24 contains 52206 members 
Mstep: Class 25 contains 10629 members 
Mstep: Class 26 contains 9037 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26464 members 
Mstep: Class 29 contains 174221 members 
Mstep: Class 30 contains 4411 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742256.000000 Penalty: 109883.875000
Iteration 413Q: 32 clusters Score -1.947423e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 78056 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 66924 members 
Mstep: Class 5 contains 63960 members 
Mstep: Class 6 contains 25235 members 
Mstep: Class 7 contains 151767 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182630 members 
Mstep: Class 13 contains 57398 members 
Mstep: Class 14 contains 39767 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 161702 members 
Mstep: Class 19 contains 210585 members 
Mstep: Class 20 contains 151413 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45936 members 
Mstep: Class 23 contains 71716 members 
Mstep: Class 24 contains 52440 members 
Mstep: Class 25 contains 10608 members 
Mstep: Class 26 contains 9010 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26642 members 
Mstep: Class 29 contains 174259 members 
Mstep: Class 30 contains 4432 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743184.000000 Penalty: 109883.875000
Iteration 414Q: 32 clusters Score -1.947432e+08 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 77749 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 66636 members 
Mstep: Class 5 contains 63933 members 
Mstep: Class 6 contains 25189 members 
Mstep: Class 7 contains 151524 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182459 members 
Mstep: Class 13 contains 57212 members 
Mstep: Class 14 contains 39685 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 162305 members 
Mstep: Class 19 contains 211755 members 
Mstep: Class 20 contains 150924 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45809 members 
Mstep: Class 23 contains 71538 members 
Mstep: Class 24 contains 52640 members 
Mstep: Class 25 contains 10589 members 
Mstep: Class 26 contains 8967 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26795 members 
Mstep: Class 29 contains 174338 members 
Mstep: Class 30 contains 4451 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742400.000000 Penalty: 109883.875000
Iteration 415Q: 32 clusters Score -1.947424e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 77469 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 66321 members 
Mstep: Class 5 contains 63901 members 
Mstep: Class 6 contains 25153 members 
Mstep: Class 7 contains 151350 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 182216 members 
Mstep: Class 13 contains 57005 members 
Mstep: Class 14 contains 39610 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 163017 members 
Mstep: Class 19 contains 212801 members 
Mstep: Class 20 contains 150490 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45661 members 
Mstep: Class 23 contains 71358 members 
Mstep: Class 24 contains 52823 members 
Mstep: Class 25 contains 10582 members 
Mstep: Class 26 contains 8943 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26925 members 
Mstep: Class 29 contains 174425 members 
Mstep: Class 30 contains 4467 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742256.000000 Penalty: 109883.875000
Iteration 416Q: 32 clusters Score -1.947423e+08 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 77209 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 66015 members 
Mstep: Class 5 contains 63859 members 
Mstep: Class 6 contains 25109 members 
Mstep: Class 7 contains 151220 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 181941 members 
Mstep: Class 13 contains 56844 members 
Mstep: Class 14 contains 39513 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 6768 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 163771 members 
Mstep: Class 19 contains 213801 members 
Mstep: Class 20 contains 149997 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45528 members 
Mstep: Class 23 contains 71204 members 
Mstep: Class 24 contains 53020 members 
Mstep: Class 25 contains 10567 members 
Mstep: Class 26 contains 8922 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27049 members 
Mstep: Class 29 contains 174507 members 
Mstep: Class 30 contains 4479 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741984.000000 Penalty: 109883.875000
Iteration 417Q: 32 clusters Score -1.94742e+08 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 76936 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 65725 members 
Mstep: Class 5 contains 63795 members 
Mstep: Class 6 contains 25049 members 
Mstep: Class 7 contains 151088 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 181607 members 
Mstep: Class 13 contains 56691 members 
Mstep: Class 14 contains 39413 members 
Mstep: Class 15 contains 3001 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 164557 members 
Mstep: Class 19 contains 214758 members 
Mstep: Class 20 contains 149539 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45384 members 
Mstep: Class 23 contains 71055 members 
Mstep: Class 24 contains 53211 members 
Mstep: Class 25 contains 10565 members 
Mstep: Class 26 contains 8901 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27181 members 
Mstep: Class 29 contains 174619 members 
Mstep: Class 30 contains 4494 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742192.000000 Penalty: 109883.875000
Iteration 418Q: 32 clusters Score -1.947422e+08 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 76665 members 
Mstep: Class 3 contains 5898 members 
Mstep: Class 4 contains 65470 members 
Mstep: Class 5 contains 63724 members 
Mstep: Class 6 contains 24985 members 
Mstep: Class 7 contains 150920 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 181273 members 
Mstep: Class 13 contains 56547 members 
Mstep: Class 14 contains 39323 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 165419 members 
Mstep: Class 19 contains 215614 members 
Mstep: Class 20 contains 149146 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45234 members 
Mstep: Class 23 contains 70892 members 
Mstep: Class 24 contains 53400 members 
Mstep: Class 25 contains 10571 members 
Mstep: Class 26 contains 8867 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27283 members 
Mstep: Class 29 contains 174742 members 
Mstep: Class 30 contains 4506 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742048.000000 Penalty: 109883.875000
Iteration 419Q: 32 clusters Score -1.94742e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76392 members 
Mstep: Class 3 contains 5890 members 
Mstep: Class 4 contains 65227 members 
Mstep: Class 5 contains 63678 members 
Mstep: Class 6 contains 24934 members 
Mstep: Class 7 contains 150734 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2525 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 180978 members 
Mstep: Class 13 contains 56433 members 
Mstep: Class 14 contains 39236 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 166260 members 
Mstep: Class 19 contains 216492 members 
Mstep: Class 20 contains 148669 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45104 members 
Mstep: Class 23 contains 70748 members 
Mstep: Class 24 contains 53591 members 
Mstep: Class 25 contains 10564 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27355 members 
Mstep: Class 29 contains 174825 members 
Mstep: Class 30 contains 4518 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741584.000000 Penalty: 109883.875000
Iteration 420F: 32 clusters Score -1.947416e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76129 members 
Mstep: Class 3 contains 5878 members 
Mstep: Class 4 contains 65021 members 
Mstep: Class 5 contains 63621 members 
Mstep: Class 6 contains 24908 members 
Mstep: Class 7 contains 150510 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2524 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 180625 members 
Mstep: Class 13 contains 56328 members 
Mstep: Class 14 contains 39161 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 167075 members 
Mstep: Class 19 contains 217307 members 
Mstep: Class 20 contains 148271 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 45004 members 
Mstep: Class 23 contains 70619 members 
Mstep: Class 24 contains 53797 members 
Mstep: Class 25 contains 10545 members 
Mstep: Class 26 contains 8836 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27476 members 
Mstep: Class 29 contains 174843 members 
Mstep: Class 30 contains 4535 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741504.000000 Penalty: 109883.875000
Iteration 421Q: 32 clusters Score -1.947415e+08 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 75880 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 64817 members 
Mstep: Class 5 contains 63588 members 
Mstep: Class 6 contains 24885 members 
Mstep: Class 7 contains 150294 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 180298 members 
Mstep: Class 13 contains 56215 members 
Mstep: Class 14 contains 39110 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 167810 members 
Mstep: Class 19 contains 218116 members 
Mstep: Class 20 contains 147837 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44906 members 
Mstep: Class 23 contains 70483 members 
Mstep: Class 24 contains 53996 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 8808 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27617 members 
Mstep: Class 29 contains 174866 members 
Mstep: Class 30 contains 4567 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741872.000000 Penalty: 109883.875000
Iteration 422Q: 32 clusters Score -1.947419e+08 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 75623 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 64636 members 
Mstep: Class 5 contains 63548 members 
Mstep: Class 6 contains 24873 members 
Mstep: Class 7 contains 150080 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 179992 members 
Mstep: Class 13 contains 56100 members 
Mstep: Class 14 contains 39063 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 168534 members 
Mstep: Class 19 contains 218910 members 
Mstep: Class 20 contains 147421 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44819 members 
Mstep: Class 23 contains 70350 members 
Mstep: Class 24 contains 54197 members 
Mstep: Class 25 contains 10523 members 
Mstep: Class 26 contains 8776 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27736 members 
Mstep: Class 29 contains 174858 members 
Mstep: Class 30 contains 4591 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741168.000000 Penalty: 109883.875000
Iteration 423Q: 32 clusters Score -1.947412e+08 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 75401 members 
Mstep: Class 3 contains 5859 members 
Mstep: Class 4 contains 64461 members 
Mstep: Class 5 contains 63488 members 
Mstep: Class 6 contains 24863 members 
Mstep: Class 7 contains 149849 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 179635 members 
Mstep: Class 13 contains 56000 members 
Mstep: Class 14 contains 39032 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 169300 members 
Mstep: Class 19 contains 219649 members 
Mstep: Class 20 contains 147045 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44734 members 
Mstep: Class 23 contains 70211 members 
Mstep: Class 24 contains 54413 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27835 members 
Mstep: Class 29 contains 174838 members 
Mstep: Class 30 contains 4610 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741232.000000 Penalty: 109883.875000
Iteration 424Q: 32 clusters Score -1.947412e+08 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 75183 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 64270 members 
Mstep: Class 5 contains 63453 members 
Mstep: Class 6 contains 24851 members 
Mstep: Class 7 contains 149677 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 179281 members 
Mstep: Class 13 contains 55875 members 
Mstep: Class 14 contains 39015 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 170018 members 
Mstep: Class 19 contains 220395 members 
Mstep: Class 20 contains 146720 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44641 members 
Mstep: Class 23 contains 70057 members 
Mstep: Class 24 contains 54611 members 
Mstep: Class 25 contains 10533 members 
Mstep: Class 26 contains 8712 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27930 members 
Mstep: Class 29 contains 174804 members 
Mstep: Class 30 contains 4632 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741488.000000 Penalty: 109883.875000
Iteration 425Q: 32 clusters Score -1.947415e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 74962 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 64090 members 
Mstep: Class 5 contains 63437 members 
Mstep: Class 6 contains 24823 members 
Mstep: Class 7 contains 149488 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 178913 members 
Mstep: Class 13 contains 55762 members 
Mstep: Class 14 contains 38997 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 170664 members 
Mstep: Class 19 contains 221122 members 
Mstep: Class 20 contains 146504 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44536 members 
Mstep: Class 23 contains 69926 members 
Mstep: Class 24 contains 54798 members 
Mstep: Class 25 contains 10540 members 
Mstep: Class 26 contains 8688 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28019 members 
Mstep: Class 29 contains 174761 members 
Mstep: Class 30 contains 4641 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740944.000000 Penalty: 109883.875000
Iteration 426Q: 32 clusters Score -1.947409e+08 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 74707 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 63924 members 
Mstep: Class 5 contains 63414 members 
Mstep: Class 6 contains 24784 members 
Mstep: Class 7 contains 149315 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 178527 members 
Mstep: Class 13 contains 55651 members 
Mstep: Class 14 contains 38993 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 171334 members 
Mstep: Class 19 contains 221801 members 
Mstep: Class 20 contains 146308 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44446 members 
Mstep: Class 23 contains 69806 members 
Mstep: Class 24 contains 55005 members 
Mstep: Class 25 contains 10539 members 
Mstep: Class 26 contains 8659 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28109 members 
Mstep: Class 29 contains 174716 members 
Mstep: Class 30 contains 4648 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740512.000000 Penalty: 109883.875000
Iteration 427Q: 32 clusters Score -1.947405e+08 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 74476 members 
Mstep: Class 3 contains 5836 members 
Mstep: Class 4 contains 63795 members 
Mstep: Class 5 contains 63381 members 
Mstep: Class 6 contains 24751 members 
Mstep: Class 7 contains 149197 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 178155 members 
Mstep: Class 13 contains 55538 members 
Mstep: Class 14 contains 38976 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 171901 members 
Mstep: Class 19 contains 222483 members 
Mstep: Class 20 contains 146113 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44365 members 
Mstep: Class 23 contains 69658 members 
Mstep: Class 24 contains 55206 members 
Mstep: Class 25 contains 10528 members 
Mstep: Class 26 contains 8650 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28181 members 
Mstep: Class 29 contains 174679 members 
Mstep: Class 30 contains 4663 members 
Mstep: Class 31 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740416.000000 Penalty: 109883.875000
Iteration 428Q: 32 clusters Score -1.947404e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 74251 members 
Mstep: Class 3 contains 5831 members 
Mstep: Class 4 contains 63669 members 
Mstep: Class 5 contains 63350 members 
Mstep: Class 6 contains 24718 members 
Mstep: Class 7 contains 149082 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 177831 members 
Mstep: Class 13 contains 55442 members 
Mstep: Class 14 contains 38951 members 
Mstep: Class 15 contains 2949 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 172411 members 
Mstep: Class 19 contains 223121 members 
Mstep: Class 20 contains 145959 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44275 members 
Mstep: Class 23 contains 69533 members 
Mstep: Class 24 contains 55414 members 
Mstep: Class 25 contains 10521 members 
Mstep: Class 26 contains 8635 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 174624 members 
Mstep: Class 30 contains 4669 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740928.000000 Penalty: 109883.875000
Iteration 429Q: 32 clusters Score -1.947409e+08 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 74016 members 
Mstep: Class 3 contains 5826 members 
Mstep: Class 4 contains 63551 members 
Mstep: Class 5 contains 63328 members 
Mstep: Class 6 contains 24697 members 
Mstep: Class 7 contains 148934 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 177480 members 
Mstep: Class 13 contains 55351 members 
Mstep: Class 14 contains 38929 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 172982 members 
Mstep: Class 19 contains 223685 members 
Mstep: Class 20 contains 145836 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44181 members 
Mstep: Class 23 contains 69422 members 
Mstep: Class 24 contains 55574 members 
Mstep: Class 25 contains 10510 members 
Mstep: Class 26 contains 8627 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28312 members 
Mstep: Class 29 contains 174631 members 
Mstep: Class 30 contains 4680 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740896.000000 Penalty: 109883.875000
Iteration 430Q: 32 clusters Score -1.947409e+08 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 73820 members 
Mstep: Class 3 contains 5822 members 
Mstep: Class 4 contains 63453 members 
Mstep: Class 5 contains 63299 members 
Mstep: Class 6 contains 24687 members 
Mstep: Class 7 contains 148753 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 177199 members 
Mstep: Class 13 contains 55287 members 
Mstep: Class 14 contains 38895 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 173544 members 
Mstep: Class 19 contains 224204 members 
Mstep: Class 20 contains 145688 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 44079 members 
Mstep: Class 23 contains 69315 members 
Mstep: Class 24 contains 55725 members 
Mstep: Class 25 contains 10503 members 
Mstep: Class 26 contains 8611 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28378 members 
Mstep: Class 29 contains 174614 members 
Mstep: Class 30 contains 4687 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740960.000000 Penalty: 109883.875000
Iteration 431Q: 32 clusters Score -1.94741e+08 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 73643 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 63346 members 
Mstep: Class 5 contains 63283 members 
Mstep: Class 6 contains 24665 members 
Mstep: Class 7 contains 148590 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 176977 members 
Mstep: Class 13 contains 55249 members 
Mstep: Class 14 contains 38884 members 
Mstep: Class 15 contains 2923 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 173989 members 
Mstep: Class 19 contains 224696 members 
Mstep: Class 20 contains 145559 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43965 members 
Mstep: Class 23 contains 69218 members 
Mstep: Class 24 contains 55852 members 
Mstep: Class 25 contains 10494 members 
Mstep: Class 26 contains 8593 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28418 members 
Mstep: Class 29 contains 174617 members 
Mstep: Class 30 contains 4710 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741216.000000 Penalty: 109883.875000
Iteration 432Q: 32 clusters Score -1.947412e+08 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 73443 members 
Mstep: Class 3 contains 5815 members 
Mstep: Class 4 contains 63238 members 
Mstep: Class 5 contains 63263 members 
Mstep: Class 6 contains 24636 members 
Mstep: Class 7 contains 148537 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 176757 members 
Mstep: Class 13 contains 55215 members 
Mstep: Class 14 contains 38867 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 16 contains 6748 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 174375 members 
Mstep: Class 19 contains 225174 members 
Mstep: Class 20 contains 145449 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43856 members 
Mstep: Class 23 contains 69133 members 
Mstep: Class 24 contains 55974 members 
Mstep: Class 25 contains 10485 members 
Mstep: Class 26 contains 8568 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28470 members 
Mstep: Class 29 contains 174585 members 
Mstep: Class 30 contains 4734 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741712.000000 Penalty: 109883.875000
Iteration 433Q: 32 clusters Score -1.947417e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 73254 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 63180 members 
Mstep: Class 5 contains 63242 members 
Mstep: Class 6 contains 24604 members 
Mstep: Class 7 contains 148544 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 176517 members 
Mstep: Class 13 contains 55179 members 
Mstep: Class 14 contains 38866 members 
Mstep: Class 15 contains 2905 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 174661 members 
Mstep: Class 19 contains 225625 members 
Mstep: Class 20 contains 145291 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43762 members 
Mstep: Class 23 contains 69054 members 
Mstep: Class 24 contains 56099 members 
Mstep: Class 25 contains 10482 members 
Mstep: Class 26 contains 8551 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28507 members 
Mstep: Class 29 contains 174584 members 
Mstep: Class 30 contains 4759 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741168.000000 Penalty: 109883.875000
Iteration 434Q: 32 clusters Score -1.947412e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 73084 members 
Mstep: Class 3 contains 5811 members 
Mstep: Class 4 contains 63101 members 
Mstep: Class 5 contains 63220 members 
Mstep: Class 6 contains 24564 members 
Mstep: Class 7 contains 148566 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 176288 members 
Mstep: Class 13 contains 55130 members 
Mstep: Class 14 contains 38861 members 
Mstep: Class 15 contains 2895 members 
Mstep: Class 16 contains 6743 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 174962 members 
Mstep: Class 19 contains 226054 members 
Mstep: Class 20 contains 145160 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43646 members 
Mstep: Class 23 contains 68967 members 
Mstep: Class 24 contains 56221 members 
Mstep: Class 25 contains 10488 members 
Mstep: Class 26 contains 8545 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28554 members 
Mstep: Class 29 contains 174576 members 
Mstep: Class 30 contains 4786 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740624.000000 Penalty: 109883.875000
Iteration 435Q: 32 clusters Score -1.947406e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 72906 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 63039 members 
Mstep: Class 5 contains 63207 members 
Mstep: Class 6 contains 24518 members 
Mstep: Class 7 contains 148651 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 176101 members 
Mstep: Class 13 contains 55075 members 
Mstep: Class 14 contains 38848 members 
Mstep: Class 15 contains 2888 members 
Mstep: Class 16 contains 6741 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 175185 members 
Mstep: Class 19 contains 226473 members 
Mstep: Class 20 contains 145003 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43538 members 
Mstep: Class 23 contains 68905 members 
Mstep: Class 24 contains 56315 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 8534 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28582 members 
Mstep: Class 29 contains 174590 members 
Mstep: Class 30 contains 4821 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740096.000000 Penalty: 109883.875000
Iteration 436Q: 32 clusters Score -1.947401e+08 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 72755 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 62956 members 
Mstep: Class 5 contains 63198 members 
Mstep: Class 6 contains 24486 members 
Mstep: Class 7 contains 148754 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175848 members 
Mstep: Class 13 contains 55037 members 
Mstep: Class 14 contains 38847 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 16 contains 6748 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 175310 members 
Mstep: Class 19 contains 226896 members 
Mstep: Class 20 contains 144906 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43455 members 
Mstep: Class 23 contains 68845 members 
Mstep: Class 24 contains 56395 members 
Mstep: Class 25 contains 10497 members 
Mstep: Class 26 contains 8512 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28606 members 
Mstep: Class 29 contains 174608 members 
Mstep: Class 30 contains 4865 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 109883.875000
Iteration 437Q: 32 clusters Score -1.947398e+08 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 72585 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 62886 members 
Mstep: Class 5 contains 63180 members 
Mstep: Class 6 contains 24458 members 
Mstep: Class 7 contains 148869 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175599 members 
Mstep: Class 13 contains 55019 members 
Mstep: Class 14 contains 38861 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 175412 members 
Mstep: Class 19 contains 227294 members 
Mstep: Class 20 contains 144807 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43373 members 
Mstep: Class 23 contains 68786 members 
Mstep: Class 24 contains 56468 members 
Mstep: Class 25 contains 10497 members 
Mstep: Class 26 contains 8494 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28628 members 
Mstep: Class 29 contains 174651 members 
Mstep: Class 30 contains 4913 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 109883.875000
Iteration 438Q: 32 clusters Score -1.947402e+08 nChanged 4520
Entering ConstructFrom: 
Score: -194740208.000000 Penalty: 109883.875000
Entering ConstructFrom: 
Trying to split cluster 1 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -251982.046875 Penalty: 1890.420654
	Iteration 0F: 2 clusters Score -251982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249328.734375 Penalty: 3780.841309
	Iteration 0F: 3 clusters Score -249328.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249756.062500 Penalty: 3780.841309
	Iteration 1F: 3 clusters Score -249756.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -249879.046875 Penalty: 3780.841309
	Iteration 2F: 3 clusters Score -249879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -249946.484375 Penalty: 3780.841309
	Iteration 3Q: 3 clusters Score -249946.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -249990.359375 Penalty: 3780.841309
	Iteration 4Q: 3 clusters Score -249990.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -250017.953125 Penalty: 3780.841309
	Iteration 5Q: 3 clusters Score -250018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -250032.234375 Penalty: 3780.841309
	Iteration 6Q: 3 clusters Score -250032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -250047.078125 Penalty: 3780.841309
	Iteration 7Q: 3 clusters Score -250047.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -250063.312500 Penalty: 3780.841309
	Iteration 8Q: 3 clusters Score -250063.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -250077.968750 Penalty: 3780.841309
	Iteration 9Q: 3 clusters Score -250078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -250088.343750 Penalty: 3780.841309
	Iteration 10Q: 3 clusters Score -250088.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -250100.156250 Penalty: 3780.841309
	Iteration 11Q: 3 clusters Score -250100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -250112.046875 Penalty: 3780.841309
	Iteration 12Q: 3 clusters Score -250112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -250122.421875 Penalty: 3780.841309
	Iteration 13Q: 3 clusters Score -250122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -250128.062500 Penalty: 3780.841309
	Iteration 14Q: 3 clusters Score -250128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -250133.390625 Penalty: 3780.841309
	Iteration 15Q: 3 clusters Score -250133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -250139.015625 Penalty: 3780.841309
	Iteration 16Q: 3 clusters Score -250139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -250141.890625 Penalty: 3780.841309
	Iteration 17Q: 3 clusters Score -250141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -250147.343750 Penalty: 3780.841309
	Iteration 18Q: 3 clusters Score -250147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -250151.015625 Penalty: 3780.841309
	Iteration 19Q: 3 clusters Score -250151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -250154.671875 Penalty: 3780.841309
	Iteration 20F: 3 clusters Score -250154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -250157.062500 Penalty: 3780.841309
	Iteration 21Q: 3 clusters Score -250157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -250158.656250 Penalty: 3780.841309
	Iteration 22Q: 3 clusters Score -250158.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -250159.234375 Penalty: 3780.841309
	Iteration 23Q: 3 clusters Score -250159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -250159.234375 Penalty: 3780.841309
	Iteration 24F: 3 clusters Score -250159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (72429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Entering Unmasked Estep 
Score: -9037882.000000 Penalty: 2775.209717
	Iteration 0F: 2 clusters Score -9037882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8989269.000000 Penalty: 5550.419434
	Iteration 0F: 3 clusters Score -8989269 nChanged 33861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -9008580.000000 Penalty: 5550.419434
	Iteration 1F: 3 clusters Score -9008580 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -9009274.000000 Penalty: 5550.419434
	Iteration 2Q: 3 clusters Score -9009274 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -9010003.000000 Penalty: 5550.419434
	Iteration 3Q: 3 clusters Score -9010003 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -9010784.000000 Penalty: 5550.419434
	Iteration 4Q: 3 clusters Score -9010784 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -9011887.000000 Penalty: 5550.419434
	Iteration 5Q: 3 clusters Score -9011887 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -9013585.000000 Penalty: 5550.419434
	Iteration 6Q: 3 clusters Score -9013585 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -9016132.000000 Penalty: 5550.419434
	Iteration 7F: 3 clusters Score -9016132 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -9020029.000000 Penalty: 5550.419434
	Iteration 8F: 3 clusters Score -9020029 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -9024710.000000 Penalty: 5550.419434
	Iteration 9F: 3 clusters Score -9024710 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -9028984.000000 Penalty: 5550.419434
	Iteration 10F: 3 clusters Score -9028984 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -9031845.000000 Penalty: 5550.419434
	Iteration 11Q: 3 clusters Score -9031845 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -9033441.000000 Penalty: 5550.419434
	Iteration 12Q: 3 clusters Score -9033441 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
Score: -9034247.000000 Penalty: 5550.419434
	Iteration 13Q: 3 clusters Score -9034247 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -9034681.000000 Penalty: 5550.419434
	Iteration 14Q: 3 clusters Score -9034681 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 71205 members 
Entering Unmasked Estep 
Score: -9034966.000000 Penalty: 5550.419434
	Iteration 15Q: 3 clusters Score -9034966 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -9035104.000000 Penalty: 5550.419434
	Iteration 16Q: 3 clusters Score -9035104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -9035196.000000 Penalty: 5550.419434
	Iteration 17Q: 3 clusters Score -9035196 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -9035266.000000 Penalty: 5550.419434
	Iteration 18Q: 3 clusters Score -9035266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -9035298.000000 Penalty: 5550.419434
	Iteration 19Q: 3 clusters Score -9035298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -9035314.000000 Penalty: 5550.419434
	Iteration 20F: 3 clusters Score -9035314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -9035362.000000 Penalty: 5550.419434
	Iteration 21Q: 3 clusters Score -9035362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -9035389.000000 Penalty: 5550.419434
	Iteration 22Q: 3 clusters Score -9035389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -9035412.000000 Penalty: 5550.419434
	Iteration 23Q: 3 clusters Score -9035412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -9035427.000000 Penalty: 5550.419434
	Iteration 24Q: 3 clusters Score -9035427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -9035444.000000 Penalty: 5550.419434
	Iteration 25Q: 3 clusters Score -9035444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -9035490.000000 Penalty: 5550.419434
	Iteration 26Q: 3 clusters Score -9035490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -9035509.000000 Penalty: 5550.419434
	Iteration 27Q: 3 clusters Score -9035509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -9035512.000000 Penalty: 5550.419434
	Iteration 28Q: 3 clusters Score -9035512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -9035513.000000 Penalty: 5550.419434
	Iteration 29Q: 3 clusters Score -9035513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -9035530.000000 Penalty: 5550.419434
	Iteration 30Q: 3 clusters Score -9035530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -9035540.000000 Penalty: 5550.419434
	Iteration 31Q: 3 clusters Score -9035540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -9035548.000000 Penalty: 5550.419434
	Iteration 32Q: 3 clusters Score -9035548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -9035548.000000 Penalty: 5550.419434
	Iteration 33Q: 3 clusters Score -9035548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -9035544.000000 Penalty: 5550.419434
	Iteration 34Q: 3 clusters Score -9035544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -9035558.000000 Penalty: 5550.419434
	Iteration 35Q: 3 clusters Score -9035558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -9035553.000000 Penalty: 5550.419434
	Iteration 36Q: 3 clusters Score -9035553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -9035555.000000 Penalty: 5550.419434
	Iteration 37Q: 3 clusters Score -9035555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -9035555.000000 Penalty: 5550.419434
	Iteration 38Q: 3 clusters Score -9035555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -9035561.000000 Penalty: 5550.419434
	Iteration 39Q: 3 clusters Score -9035561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -9035563.000000 Penalty: 5550.419434
	Iteration 40F: 3 clusters Score -9035563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -9035568.000000 Penalty: 5550.419434
	Iteration 41Q: 3 clusters Score -9035568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -9035564.000000 Penalty: 5550.419434
	Iteration 42Q: 3 clusters Score -9035564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -9035564.000000 Penalty: 5550.419434
	Iteration 43Q: 3 clusters Score -9035564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -9035569.000000 Penalty: 5550.419434
	Iteration 44Q: 3 clusters Score -9035569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -9035574.000000 Penalty: 5550.419434
	Iteration 45Q: 3 clusters Score -9035574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -9035574.000000 Penalty: 5550.419434
	Iteration 46Q: 3 clusters Score -9035574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -9035579.000000 Penalty: 5550.419434
	Iteration 47Q: 3 clusters Score -9035579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -9035580.000000 Penalty: 5550.419434
	Iteration 48Q: 3 clusters Score -9035580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -9035581.000000 Penalty: 5550.419434
	Iteration 49Q: 3 clusters Score -9035581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -9035581.000000 Penalty: 5550.419434
	Iteration 50Q: 3 clusters Score -9035581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -9035589.000000 Penalty: 5550.419434
	Iteration 51Q: 3 clusters Score -9035589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -9035584.000000 Penalty: 5550.419434
	Iteration 52Q: 3 clusters Score -9035584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -9035588.000000 Penalty: 5550.419434
	Iteration 53Q: 3 clusters Score -9035588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -9035592.000000 Penalty: 5550.419434
	Iteration 54Q: 3 clusters Score -9035592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 71955 members 
Entering Unmasked Estep 
Score: -9035596.000000 Penalty: 5550.419434
	Iteration 55Q: 3 clusters Score -9035596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -9035596.000000 Penalty: 5550.419434
	Iteration 56Q: 3 clusters Score -9035596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -9035598.000000 Penalty: 5550.419434
	Iteration 57Q: 3 clusters Score -9035598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -9035604.000000 Penalty: 5550.419434
	Iteration 58Q: 3 clusters Score -9035604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -9035604.000000 Penalty: 5550.419434
	Iteration 59F: 3 clusters Score -9035604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -674601.937500 Penalty: 2149.499268
	Iteration 0F: 2 clusters Score -674601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -669617.250000 Penalty: 4298.998535
	Iteration 0F: 3 clusters Score -669617.2 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -670983.625000 Penalty: 4298.998535
	Iteration 1F: 3 clusters Score -670983.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -671334.750000 Penalty: 4298.998535
	Iteration 2F: 3 clusters Score -671334.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -671615.312500 Penalty: 4298.998535
	Iteration 3F: 3 clusters Score -671615.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -671872.250000 Penalty: 4298.998535
	Iteration 4F: 3 clusters Score -671872.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -672098.062500 Penalty: 4298.998535
	Iteration 5F: 3 clusters Score -672098.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -672276.062500 Penalty: 4298.998535
	Iteration 6Q: 3 clusters Score -672276.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -672422.062500 Penalty: 4298.998535
	Iteration 7Q: 3 clusters Score -672422.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -672532.500000 Penalty: 4298.998535
	Iteration 8Q: 3 clusters Score -672532.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -672615.312500 Penalty: 4298.998535
	Iteration 9Q: 3 clusters Score -672615.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -672681.375000 Penalty: 4298.998535
	Iteration 10Q: 3 clusters Score -672681.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -672732.750000 Penalty: 4298.998535
	Iteration 11Q: 3 clusters Score -672732.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -672774.250000 Penalty: 4298.998535
	Iteration 12Q: 3 clusters Score -672774.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -672810.750000 Penalty: 4298.998535
	Iteration 13Q: 3 clusters Score -672810.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -672844.625000 Penalty: 4298.998535
	Iteration 14Q: 3 clusters Score -672844.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -672886.250000 Penalty: 4298.998535
	Iteration 15Q: 3 clusters Score -672886.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -672922.625000 Penalty: 4298.998535
	Iteration 16Q: 3 clusters Score -672922.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -672961.625000 Penalty: 4298.998535
	Iteration 17Q: 3 clusters Score -672961.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -672982.375000 Penalty: 4298.998535
	Iteration 18Q: 3 clusters Score -672982.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -672996.312500 Penalty: 4298.998535
	Iteration 19Q: 3 clusters Score -672996.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -673008.937500 Penalty: 4298.998535
	Iteration 20F: 3 clusters Score -673008.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -673018.875000 Penalty: 4298.998535
	Iteration 21Q: 3 clusters Score -673018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -673026.937500 Penalty: 4298.998535
	Iteration 22Q: 3 clusters Score -673026.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -673033.687500 Penalty: 4298.998535
	Iteration 23Q: 3 clusters Score -673033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -673037.062500 Penalty: 4298.998535
	Iteration 24Q: 3 clusters Score -673037.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -673046.812500 Penalty: 4298.998535
	Iteration 25Q: 3 clusters Score -673046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -673050.312500 Penalty: 4298.998535
	Iteration 26Q: 3 clusters Score -673050.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -673055.125000 Penalty: 4298.998535
	Iteration 27Q: 3 clusters Score -673055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -673058.937500 Penalty: 4298.998535
	Iteration 28Q: 3 clusters Score -673058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -673064.437500 Penalty: 4298.998535
	Iteration 29Q: 3 clusters Score -673064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -673068.875000 Penalty: 4298.998535
	Iteration 30Q: 3 clusters Score -673068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -673077.750000 Penalty: 4298.998535
	Iteration 31Q: 3 clusters Score -673077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -673083.937500 Penalty: 4298.998535
	Iteration 32Q: 3 clusters Score -673083.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -673090.437500 Penalty: 4298.998535
	Iteration 33Q: 3 clusters Score -673090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -673095.750000 Penalty: 4298.998535
	Iteration 34Q: 3 clusters Score -673095.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -673102.437500 Penalty: 4298.998535
	Iteration 35Q: 3 clusters Score -673102.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -673107.500000 Penalty: 4298.998535
	Iteration 36Q: 3 clusters Score -673107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -673114.562500 Penalty: 4298.998535
	Iteration 37Q: 3 clusters Score -673114.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -673118.312500 Penalty: 4298.998535
	Iteration 38Q: 3 clusters Score -673118.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -673124.125000 Penalty: 4298.998535
	Iteration 39Q: 3 clusters Score -673124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -673129.750000 Penalty: 4298.998535
	Iteration 40F: 3 clusters Score -673129.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -673134.062500 Penalty: 4298.998535
	Iteration 41Q: 3 clusters Score -673134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -673136.562500 Penalty: 4298.998535
	Iteration 42Q: 3 clusters Score -673136.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -673139.312500 Penalty: 4298.998535
	Iteration 43Q: 3 clusters Score -673139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -673142.812500 Penalty: 4298.998535
	Iteration 44Q: 3 clusters Score -673142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -673145.062500 Penalty: 4298.998535
	Iteration 45Q: 3 clusters Score -673145.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -673145.875000 Penalty: 4298.998535
	Iteration 46Q: 3 clusters Score -673145.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -673148.000000 Penalty: 4298.998535
	Iteration 47Q: 3 clusters Score -673148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -673149.062500 Penalty: 4298.998535
	Iteration 48Q: 3 clusters Score -673149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -673148.625000 Penalty: 4298.998535
	Iteration 49Q: 3 clusters Score -673148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -673149.000000 Penalty: 4298.998535
	Iteration 50Q: 3 clusters Score -673149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -673149.000000 Penalty: 4298.998535
	Iteration 51F: 3 clusters Score -673149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Entering Unmasked Estep 
Score: -7832148.000000 Penalty: 2739.848145
	Iteration 0F: 2 clusters Score -7832148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -7790010.500000 Penalty: 5479.696289
	Iteration 0F: 3 clusters Score -7790010 nChanged 29365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -7806769.500000 Penalty: 5479.696289
	Iteration 1F: 3 clusters Score -7806770 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -7807392.000000 Penalty: 5479.696289
	Iteration 2Q: 3 clusters Score -7807392 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -7808060.000000 Penalty: 5479.696289
	Iteration 3Q: 3 clusters Score -7808060 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -7808822.500000 Penalty: 5479.696289
	Iteration 4Q: 3 clusters Score -7808822 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -7809818.000000 Penalty: 5479.696289
	Iteration 5Q: 3 clusters Score -7809818 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -7811230.000000 Penalty: 5479.696289
	Iteration 6Q: 3 clusters Score -7811230 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -7813151.500000 Penalty: 5479.696289
	Iteration 7Q: 3 clusters Score -7813152 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -7815589.500000 Penalty: 5479.696289
	Iteration 8F: 3 clusters Score -7815590 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7818089.500000 Penalty: 5479.696289
	Iteration 9F: 3 clusters Score -7818090 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -7819993.000000 Penalty: 5479.696289
	Iteration 10Q: 3 clusters Score -7819993 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -7821290.500000 Penalty: 5479.696289
	Iteration 11Q: 3 clusters Score -7821290 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -7822169.500000 Penalty: 5479.696289
	Iteration 12Q: 3 clusters Score -7822170 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -7822756.000000 Penalty: 5479.696289
	Iteration 13Q: 3 clusters Score -7822756 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -7823187.000000 Penalty: 5479.696289
	Iteration 14Q: 3 clusters Score -7823187 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -7823567.500000 Penalty: 5479.696289
	Iteration 15Q: 3 clusters Score -7823568 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -7823951.500000 Penalty: 5479.696289
	Iteration 16Q: 3 clusters Score -7823952 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -7824359.500000 Penalty: 5479.696289
	Iteration 17Q: 3 clusters Score -7824360 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7824807.500000 Penalty: 5479.696289
	Iteration 18Q: 3 clusters Score -7824808 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -7825259.500000 Penalty: 5479.696289
	Iteration 19Q: 3 clusters Score -7825260 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -7825791.000000 Penalty: 5479.696289
	Iteration 20F: 3 clusters Score -7825791 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -7826325.500000 Penalty: 5479.696289
	Iteration 21Q: 3 clusters Score -7826326 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7826791.500000 Penalty: 5479.696289
	Iteration 22Q: 3 clusters Score -7826792 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7827246.000000 Penalty: 5479.696289
	Iteration 23Q: 3 clusters Score -7827246 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7827693.000000 Penalty: 5479.696289
	Iteration 24Q: 3 clusters Score -7827693 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7828104.500000 Penalty: 5479.696289
	Iteration 25Q: 3 clusters Score -7828104 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7828424.000000 Penalty: 5479.696289
	Iteration 26Q: 3 clusters Score -7828424 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7828722.500000 Penalty: 5479.696289
	Iteration 27Q: 3 clusters Score -7828722 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7828992.500000 Penalty: 5479.696289
	Iteration 28Q: 3 clusters Score -7828992 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7829160.000000 Penalty: 5479.696289
	Iteration 29Q: 3 clusters Score -7829160 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7829301.000000 Penalty: 5479.696289
	Iteration 30Q: 3 clusters Score -7829301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7829410.000000 Penalty: 5479.696289
	Iteration 31Q: 3 clusters Score -7829410 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7829481.500000 Penalty: 5479.696289
	Iteration 32Q: 3 clusters Score -7829482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7829553.500000 Penalty: 5479.696289
	Iteration 33Q: 3 clusters Score -7829554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7829611.500000 Penalty: 5479.696289
	Iteration 34Q: 3 clusters Score -7829612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7829665.000000 Penalty: 5479.696289
	Iteration 35Q: 3 clusters Score -7829665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7829692.500000 Penalty: 5479.696289
	Iteration 36Q: 3 clusters Score -7829692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7829717.500000 Penalty: 5479.696289
	Iteration 37Q: 3 clusters Score -7829718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7829723.000000 Penalty: 5479.696289
	Iteration 38Q: 3 clusters Score -7829723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7829736.000000 Penalty: 5479.696289
	Iteration 39Q: 3 clusters Score -7829736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7829752.500000 Penalty: 5479.696289
	Iteration 40F: 3 clusters Score -7829752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7829759.500000 Penalty: 5479.696289
	Iteration 41Q: 3 clusters Score -7829760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7829768.500000 Penalty: 5479.696289
	Iteration 42Q: 3 clusters Score -7829768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7829773.000000 Penalty: 5479.696289
	Iteration 43Q: 3 clusters Score -7829773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7829773.500000 Penalty: 5479.696289
	Iteration 44Q: 3 clusters Score -7829774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7829771.500000 Penalty: 5479.696289
	Iteration 45Q: 3 clusters Score -7829772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7829786.500000 Penalty: 5479.696289
	Iteration 46Q: 3 clusters Score -7829786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7829791.500000 Penalty: 5479.696289
	Iteration 47Q: 3 clusters Score -7829792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7829795.500000 Penalty: 5479.696289
	Iteration 48Q: 3 clusters Score -7829796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7829801.000000 Penalty: 5479.696289
	Iteration 49Q: 3 clusters Score -7829801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7829799.000000 Penalty: 5479.696289
	Iteration 50Q: 3 clusters Score -7829799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7829804.000000 Penalty: 5479.696289
	Iteration 51Q: 3 clusters Score -7829804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7829798.000000 Penalty: 5479.696289
	Iteration 52Q: 3 clusters Score -7829798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7829802.500000 Penalty: 5479.696289
	Iteration 53Q: 3 clusters Score -7829802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7829800.000000 Penalty: 5479.696289
	Iteration 54Q: 3 clusters Score -7829800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7829801.500000 Penalty: 5479.696289
	Iteration 55Q: 3 clusters Score -7829802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7829806.000000 Penalty: 5479.696289
	Iteration 56Q: 3 clusters Score -7829806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7829806.000000 Penalty: 5479.696289
	Iteration 57Q: 3 clusters Score -7829806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7829803.500000 Penalty: 5479.696289
	Iteration 58Q: 3 clusters Score -7829804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7829811.000000 Penalty: 5479.696289
	Iteration 59Q: 3 clusters Score -7829811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7829813.000000 Penalty: 5479.696289
	Iteration 60F: 3 clusters Score -7829813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7829805.500000 Penalty: 5479.696289
	Iteration 61Q: 3 clusters Score -7829806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7829818.500000 Penalty: 5479.696289
	Iteration 62Q: 3 clusters Score -7829818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7829822.500000 Penalty: 5479.696289
	Iteration 63Q: 3 clusters Score -7829822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7829824.500000 Penalty: 5479.696289
	Iteration 64Q: 3 clusters Score -7829824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7829824.500000 Penalty: 5479.696289
	Iteration 65F: 3 clusters Score -7829824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Entering Unmasked Estep 
Score: -7514847.500000 Penalty: 2741.241943
	Iteration 0F: 2 clusters Score -7514848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7472571.000000 Penalty: 5482.483887
	Iteration 0F: 3 clusters Score -7472571 nChanged 29585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7489148.500000 Penalty: 5482.483887
	Iteration 1F: 3 clusters Score -7489148 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -7489862.000000 Penalty: 5482.483887
	Iteration 2Q: 3 clusters Score -7489862 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -7490658.000000 Penalty: 5482.483887
	Iteration 3Q: 3 clusters Score -7490658 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -7491514.000000 Penalty: 5482.483887
	Iteration 4Q: 3 clusters Score -7491514 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -7492564.500000 Penalty: 5482.483887
	Iteration 5Q: 3 clusters Score -7492564 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -7493963.500000 Penalty: 5482.483887
	Iteration 6Q: 3 clusters Score -7493964 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -7495872.000000 Penalty: 5482.483887
	Iteration 7F: 3 clusters Score -7495872 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -7498070.000000 Penalty: 5482.483887
	Iteration 8F: 3 clusters Score -7498070 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -7500456.500000 Penalty: 5482.483887
	Iteration 9F: 3 clusters Score -7500456 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -7502712.000000 Penalty: 5482.483887
	Iteration 10F: 3 clusters Score -7502712 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -7505125.500000 Penalty: 5482.483887
	Iteration 11Q: 3 clusters Score -7505126 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7507689.500000 Penalty: 5482.483887
	Iteration 12Q: 3 clusters Score -7507690 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7510136.500000 Penalty: 5482.483887
	Iteration 13Q: 3 clusters Score -7510136 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7511577.500000 Penalty: 5482.483887
	Iteration 14Q: 3 clusters Score -7511578 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7512145.000000 Penalty: 5482.483887
	Iteration 15Q: 3 clusters Score -7512145 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7512329.000000 Penalty: 5482.483887
	Iteration 16Q: 3 clusters Score -7512329 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7512429.000000 Penalty: 5482.483887
	Iteration 17Q: 3 clusters Score -7512429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7512468.500000 Penalty: 5482.483887
	Iteration 18Q: 3 clusters Score -7512468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7512482.500000 Penalty: 5482.483887
	Iteration 19Q: 3 clusters Score -7512482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7512490.000000 Penalty: 5482.483887
	Iteration 20F: 3 clusters Score -7512490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7512500.000000 Penalty: 5482.483887
	Iteration 21Q: 3 clusters Score -7512500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7512500.500000 Penalty: 5482.483887
	Iteration 22Q: 3 clusters Score -7512500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7512500.000000 Penalty: 5482.483887
	Iteration 23Q: 3 clusters Score -7512500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62837 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7512508.000000 Penalty: 5482.483887
	Iteration 24Q: 3 clusters Score -7512508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7512509.000000 Penalty: 5482.483887
	Iteration 25Q: 3 clusters Score -7512509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7512510.000000 Penalty: 5482.483887
	Iteration 26Q: 3 clusters Score -7512510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7512512.500000 Penalty: 5482.483887
	Iteration 27Q: 3 clusters Score -7512512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7512518.500000 Penalty: 5482.483887
	Iteration 28Q: 3 clusters Score -7512518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7512518.500000 Penalty: 5482.483887
	Iteration 29F: 3 clusters Score -7512518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Entering Unmasked Estep 
Score: -2930483.000000 Penalty: 2505.644043
	Iteration 0F: 2 clusters Score -2930483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2913578.750000 Penalty: 5011.288086
	Iteration 0F: 3 clusters Score -2913579 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2919267.000000 Penalty: 5011.288086
	Iteration 1F: 3 clusters Score -2919267 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2919725.750000 Penalty: 5011.288086
	Iteration 2F: 3 clusters Score -2919726 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2920130.250000 Penalty: 5011.288086
	Iteration 3Q: 3 clusters Score -2920130 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2920514.750000 Penalty: 5011.288086
	Iteration 4Q: 3 clusters Score -2920515 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2920984.000000 Penalty: 5011.288086
	Iteration 5Q: 3 clusters Score -2920984 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2921592.750000 Penalty: 5011.288086
	Iteration 6Q: 3 clusters Score -2921593 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2922444.000000 Penalty: 5011.288086
	Iteration 7F: 3 clusters Score -2922444 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2923509.250000 Penalty: 5011.288086
	Iteration 8F: 3 clusters Score -2923509 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2924779.750000 Penalty: 5011.288086
	Iteration 9F: 3 clusters Score -2924780 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2926056.500000 Penalty: 5011.288086
	Iteration 10F: 3 clusters Score -2926056 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2926999.250000 Penalty: 5011.288086
	Iteration 11Q: 3 clusters Score -2926999 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2927585.500000 Penalty: 5011.288086
	Iteration 12Q: 3 clusters Score -2927586 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2927874.000000 Penalty: 5011.288086
	Iteration 13Q: 3 clusters Score -2927874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2928020.000000 Penalty: 5011.288086
	Iteration 14Q: 3 clusters Score -2928020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2928134.750000 Penalty: 5011.288086
	Iteration 15Q: 3 clusters Score -2928135 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2928200.000000 Penalty: 5011.288086
	Iteration 16Q: 3 clusters Score -2928200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2928249.750000 Penalty: 5011.288086
	Iteration 17Q: 3 clusters Score -2928250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2928279.250000 Penalty: 5011.288086
	Iteration 18Q: 3 clusters Score -2928279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2928309.500000 Penalty: 5011.288086
	Iteration 19Q: 3 clusters Score -2928310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2928329.750000 Penalty: 5011.288086
	Iteration 20F: 3 clusters Score -2928330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2928335.750000 Penalty: 5011.288086
	Iteration 21Q: 3 clusters Score -2928336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2928337.250000 Penalty: 5011.288086
	Iteration 22Q: 3 clusters Score -2928337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2928336.000000 Penalty: 5011.288086
	Iteration 23Q: 3 clusters Score -2928336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2928336.000000 Penalty: 5011.288086
	Iteration 24F: 3 clusters Score -2928336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (149011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149011 members 
Entering Unmasked Estep 
Score: -18516244.000000 Penalty: 2954.120361
	Iteration 0F: 2 clusters Score -1.851624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -18417082.000000 Penalty: 5908.240723
	Iteration 0F: 3 clusters Score -1.841708e+07 nChanged 71150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -18458642.000000 Penalty: 5908.240723
	Iteration 1F: 3 clusters Score -1.845864e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -18460202.000000 Penalty: 5908.240723
	Iteration 2Q: 3 clusters Score -1.84602e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -18462346.000000 Penalty: 5908.240723
	Iteration 3Q: 3 clusters Score -1.846235e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -18465386.000000 Penalty: 5908.240723
	Iteration 4Q: 3 clusters Score -1.846539e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -18469218.000000 Penalty: 5908.240723
	Iteration 5Q: 3 clusters Score -1.846922e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98462 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -18473916.000000 Penalty: 5908.240723
	Iteration 6F: 3 clusters Score -1.847392e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -18479368.000000 Penalty: 5908.240723
	Iteration 7F: 3 clusters Score -1.847937e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -18485980.000000 Penalty: 5908.240723
	Iteration 8F: 3 clusters Score -1.848598e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123755 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -18492976.000000 Penalty: 5908.240723
	Iteration 9F: 3 clusters Score -1.849298e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131981 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -18499824.000000 Penalty: 5908.240723
	Iteration 10F: 3 clusters Score -1.849982e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138592 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -18505306.000000 Penalty: 5908.240723
	Iteration 11Q: 3 clusters Score -1.850531e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -18508970.000000 Penalty: 5908.240723
	Iteration 12Q: 3 clusters Score -1.850897e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -18511096.000000 Penalty: 5908.240723
	Iteration 13Q: 3 clusters Score -1.85111e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -18512254.000000 Penalty: 5908.240723
	Iteration 14Q: 3 clusters Score -1.851225e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148021 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -18512834.000000 Penalty: 5908.240723
	Iteration 15Q: 3 clusters Score -1.851283e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -18513180.000000 Penalty: 5908.240723
	Iteration 16Q: 3 clusters Score -1.851318e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148519 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -18513320.000000 Penalty: 5908.240723
	Iteration 17Q: 3 clusters Score -1.851332e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148597 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -18513406.000000 Penalty: 5908.240723
	Iteration 18Q: 3 clusters Score -1.851341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -18513472.000000 Penalty: 5908.240723
	Iteration 19Q: 3 clusters Score -1.851347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -18513518.000000 Penalty: 5908.240723
	Iteration 20F: 3 clusters Score -1.851352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18513542.000000 Penalty: 5908.240723
	Iteration 21Q: 3 clusters Score -1.851354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18513538.000000 Penalty: 5908.240723
	Iteration 22Q: 3 clusters Score -1.851354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148683 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -18513546.000000 Penalty: 5908.240723
	Iteration 23Q: 3 clusters Score -1.851355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18513554.000000 Penalty: 5908.240723
	Iteration 24Q: 3 clusters Score -1.851355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -18513570.000000 Penalty: 5908.240723
	Iteration 25Q: 3 clusters Score -1.851357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -18513576.000000 Penalty: 5908.240723
	Iteration 26Q: 3 clusters Score -1.851358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148701 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -18513584.000000 Penalty: 5908.240723
	Iteration 27Q: 3 clusters Score -1.851358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148706 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -18513592.000000 Penalty: 5908.240723
	Iteration 28Q: 3 clusters Score -1.851359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -18513596.000000 Penalty: 5908.240723
	Iteration 29Q: 3 clusters Score -1.85136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18513596.000000 Penalty: 5908.240723
	Iteration 30Q: 3 clusters Score -1.85136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148711 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -18513596.000000 Penalty: 5908.240723
	Iteration 31F: 3 clusters Score -1.85136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -117476.500000 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -117476.5 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 577 members 
Entering Unmasked Estep 
Score: -115510.476562 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -115510.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -115912.867188 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -115912.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116146.531250 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -116146.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116308.148438 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -116308.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116415.515625 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -116415.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -116471.187500 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -116471.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116517.554688 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -116517.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116568.085938 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -116568.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116598.960938 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -116599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116621.859375 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -116621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116627.453125 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -116627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116632.242188 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -116632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116636.843750 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -116636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116640.625000 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -116640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116645.078125 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -116645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116645.562500 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -116645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116645.968750 Penalty: 3484.666992
	Iteration 16F: 3 clusters Score -116646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116662.218750 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -116662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116666.523438 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -116666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -116668.609375 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -116668.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116671.695312 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -116671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116675.421875 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -116675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116677.601562 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -116677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116680.046875 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -116680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116682.359375 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -116682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116687.187500 Penalty: 3484.666992
	Iteration 25Q: 3 clusters Score -116687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -116687.187500 Penalty: 3484.666992
	Iteration 26F: 3 clusters Score -116687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -63630.195312 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -63630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -62034.523438 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -62034.52 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62365.058594 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -62365.06 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62498.320312 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -62498.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62578.839844 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -62578.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62663.070312 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -62663.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62743.265625 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -62743.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62847.449219 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -62847.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62990.832031 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -62990.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63351.085938 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -63351.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63578.007812 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -63578.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63703.277344 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -63703.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63792.351562 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -63792.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63932.992188 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -63932.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63946.339844 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -63946.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63946.339844 Penalty: 3187.538330
	Iteration 14F: 3 clusters Score -63946.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 72429 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 62804 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 24426 members 
Mstep: Class 7 contains 149011 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 299 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175431 members 
Mstep: Class 13 contains 54997 members 
Mstep: Class 14 contains 38874 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 175379 members 
Mstep: Class 19 contains 227666 members 
Mstep: Class 20 contains 144723 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 68734 members 
Mstep: Class 24 contains 56548 members 
Mstep: Class 25 contains 10505 members 
Mstep: Class 26 contains 8491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28670 members 
Mstep: Class 29 contains 174679 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 533 members 
Mstep: Class 32 contains 319 members 
Entering Unmasked Estep 
Score: -194738192.000000 Penalty: 113428.515625
Splitting cluster 9 changes total score from -194740208.000000 to -194738192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -312204.843750 Penalty: 1944.104736
	Iteration 0F: 2 clusters Score -312204.8 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 1279 members 
Entering Unmasked Estep 
Score: -309239.375000 Penalty: 3888.209473
	Iteration 0F: 3 clusters Score -309239.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -309802.250000 Penalty: 3888.209473
	Iteration 1F: 3 clusters Score -309802.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -309932.000000 Penalty: 3888.209473
	Iteration 2F: 3 clusters Score -309932 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -309987.156250 Penalty: 3888.209473
	Iteration 3Q: 3 clusters Score -309987.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -310024.687500 Penalty: 3888.209473
	Iteration 4Q: 3 clusters Score -310024.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -310042.875000 Penalty: 3888.209473
	Iteration 5Q: 3 clusters Score -310042.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -310055.937500 Penalty: 3888.209473
	Iteration 6Q: 3 clusters Score -310055.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -310065.781250 Penalty: 3888.209473
	Iteration 7Q: 3 clusters Score -310065.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -310071.812500 Penalty: 3888.209473
	Iteration 8Q: 3 clusters Score -310071.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -310078.000000 Penalty: 3888.209473
	Iteration 9Q: 3 clusters Score -310078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -310082.437500 Penalty: 3888.209473
	Iteration 10Q: 3 clusters Score -310082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -310085.906250 Penalty: 3888.209473
	Iteration 11Q: 3 clusters Score -310085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -310087.062500 Penalty: 3888.209473
	Iteration 12Q: 3 clusters Score -310087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -310088.250000 Penalty: 3888.209473
	Iteration 13Q: 3 clusters Score -310088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -310090.406250 Penalty: 3888.209473
	Iteration 14Q: 3 clusters Score -310090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -310091.750000 Penalty: 3888.209473
	Iteration 15Q: 3 clusters Score -310091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -310096.500000 Penalty: 3888.209473
	Iteration 16Q: 3 clusters Score -310096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -310102.312500 Penalty: 3888.209473
	Iteration 17Q: 3 clusters Score -310102.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310105.968750 Penalty: 3888.209473
	Iteration 18Q: 3 clusters Score -310106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310109.218750 Penalty: 3888.209473
	Iteration 19Q: 3 clusters Score -310109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -310116.468750 Penalty: 3888.209473
	Iteration 20F: 3 clusters Score -310116.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -310121.968750 Penalty: 3888.209473
	Iteration 21Q: 3 clusters Score -310122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -310130.718750 Penalty: 3888.209473
	Iteration 22Q: 3 clusters Score -310130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310135.937500 Penalty: 3888.209473
	Iteration 23Q: 3 clusters Score -310135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -310143.218750 Penalty: 3888.209473
	Iteration 24Q: 3 clusters Score -310143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -310147.062500 Penalty: 3888.209473
	Iteration 25Q: 3 clusters Score -310147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -310150.343750 Penalty: 3888.209473
	Iteration 26Q: 3 clusters Score -310150.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -310152.281250 Penalty: 3888.209473
	Iteration 27Q: 3 clusters Score -310152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -310153.031250 Penalty: 3888.209473
	Iteration 28Q: 3 clusters Score -310153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -310155.656250 Penalty: 3888.209473
	Iteration 29Q: 3 clusters Score -310155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -310156.937500 Penalty: 3888.209473
	Iteration 30Q: 3 clusters Score -310156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -310158.781250 Penalty: 3888.209473
	Iteration 31Q: 3 clusters Score -310158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -310160.250000 Penalty: 3888.209473
	Iteration 32Q: 3 clusters Score -310160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -310160.375000 Penalty: 3888.209473
	Iteration 33Q: 3 clusters Score -310160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -310161.718750 Penalty: 3888.209473
	Iteration 34Q: 3 clusters Score -310161.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310163.250000 Penalty: 3888.209473
	Iteration 35Q: 3 clusters Score -310163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310163.718750 Penalty: 3888.209473
	Iteration 36Q: 3 clusters Score -310163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310163.718750 Penalty: 3888.209473
	Iteration 37F: 3 clusters Score -310163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -107509.140625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -107509.1 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 467 members 
Entering Unmasked Estep 
Score: -105596.773438 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -105596.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105927.320312 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -105927.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106087.390625 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -106087.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106175.906250 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -106175.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106260.070312 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -106260.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106349.062500 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -106349.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -106417.882812 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -106417.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -106478.546875 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -106478.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -106521.468750 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -106521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -106545.156250 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -106545.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -106563.914062 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -106563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -106588.570312 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -106588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -106603.039062 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -106603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -106607.523438 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -106607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -106607.523438 Penalty: 3398.187744
	Iteration 14F: 3 clusters Score -106607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (175431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175431 members 
Entering Unmasked Estep 
Score: -21650836.000000 Penalty: 2994.600098
	Iteration 0F: 2 clusters Score -2.165084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -21538002.000000 Penalty: 5989.200195
	Iteration 0F: 3 clusters Score -2.1538e+07 nChanged 84308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -21587620.000000 Penalty: 5989.200195
	Iteration 1F: 3 clusters Score -2.158762e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -21588952.000000 Penalty: 5989.200195
	Iteration 2Q: 3 clusters Score -2.158895e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -21590482.000000 Penalty: 5989.200195
	Iteration 3Q: 3 clusters Score -2.159048e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -21592756.000000 Penalty: 5989.200195
	Iteration 4Q: 3 clusters Score -2.159276e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -21596160.000000 Penalty: 5989.200195
	Iteration 5Q: 3 clusters Score -2.159616e+07 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -21601838.000000 Penalty: 5989.200195
	Iteration 6F: 3 clusters Score -2.160184e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -21611476.000000 Penalty: 5989.200195
	Iteration 7F: 3 clusters Score -2.161148e+07 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113351 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -21623626.000000 Penalty: 5989.200195
	Iteration 8F: 3 clusters Score -2.162363e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -21632776.000000 Penalty: 5989.200195
	Iteration 9F: 3 clusters Score -2.163278e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -21637484.000000 Penalty: 5989.200195
	Iteration 10Q: 3 clusters Score -2.163748e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124829 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -21640304.000000 Penalty: 5989.200195
	Iteration 11Q: 3 clusters Score -2.16403e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -21642788.000000 Penalty: 5989.200195
	Iteration 12Q: 3 clusters Score -2.164279e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129935 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -21644560.000000 Penalty: 5989.200195
	Iteration 13Q: 3 clusters Score -2.164456e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -21645758.000000 Penalty: 5989.200195
	Iteration 14Q: 3 clusters Score -2.164576e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133883 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -21646910.000000 Penalty: 5989.200195
	Iteration 15Q: 3 clusters Score -2.164691e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135513 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -21647582.000000 Penalty: 5989.200195
	Iteration 16Q: 3 clusters Score -2.164758e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136990 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -21648096.000000 Penalty: 5989.200195
	Iteration 17Q: 3 clusters Score -2.16481e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -21648432.000000 Penalty: 5989.200195
	Iteration 18Q: 3 clusters Score -2.164843e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139617 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 19Q: 3 clusters Score -2.164875e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140820 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -21648906.000000 Penalty: 5989.200195
	Iteration 20F: 3 clusters Score -2.164891e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -21649082.000000 Penalty: 5989.200195
	Iteration 21Q: 3 clusters Score -2.164908e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -21649192.000000 Penalty: 5989.200195
	Iteration 22Q: 3 clusters Score -2.164919e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144004 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -21649320.000000 Penalty: 5989.200195
	Iteration 23Q: 3 clusters Score -2.164932e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144996 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -21649496.000000 Penalty: 5989.200195
	Iteration 24Q: 3 clusters Score -2.16495e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -21649686.000000 Penalty: 5989.200195
	Iteration 25Q: 3 clusters Score -2.164969e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147019 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -21649854.000000 Penalty: 5989.200195
	Iteration 26Q: 3 clusters Score -2.164985e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -21649982.000000 Penalty: 5989.200195
	Iteration 27Q: 3 clusters Score -2.164998e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148979 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -21650120.000000 Penalty: 5989.200195
	Iteration 28Q: 3 clusters Score -2.165012e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149990 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -21650222.000000 Penalty: 5989.200195
	Iteration 29Q: 3 clusters Score -2.165022e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -21650212.000000 Penalty: 5989.200195
	Iteration 30Q: 3 clusters Score -2.165021e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -21650286.000000 Penalty: 5989.200195
	Iteration 31Q: 3 clusters Score -2.165029e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -21650426.000000 Penalty: 5989.200195
	Iteration 32Q: 3 clusters Score -2.165043e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153604 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -21650544.000000 Penalty: 5989.200195
	Iteration 33Q: 3 clusters Score -2.165054e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154529 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -21650602.000000 Penalty: 5989.200195
	Iteration 34Q: 3 clusters Score -2.16506e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -21650616.000000 Penalty: 5989.200195
	Iteration 35Q: 3 clusters Score -2.165062e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -21650680.000000 Penalty: 5989.200195
	Iteration 36Q: 3 clusters Score -2.165068e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -21650614.000000 Penalty: 5989.200195
	Iteration 37Q: 3 clusters Score -2.165061e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158019 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -21650688.000000 Penalty: 5989.200195
	Iteration 38Q: 3 clusters Score -2.165069e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158846 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -21650674.000000 Penalty: 5989.200195
	Iteration 39Q: 3 clusters Score -2.165067e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -21650698.000000 Penalty: 5989.200195
	Iteration 40F: 3 clusters Score -2.16507e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160377 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -21650628.000000 Penalty: 5989.200195
	Iteration 41Q: 3 clusters Score -2.165063e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161054 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -21650704.000000 Penalty: 5989.200195
	Iteration 42Q: 3 clusters Score -2.16507e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -21650632.000000 Penalty: 5989.200195
	Iteration 43Q: 3 clusters Score -2.165063e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -21650560.000000 Penalty: 5989.200195
	Iteration 44Q: 3 clusters Score -2.165056e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -21650514.000000 Penalty: 5989.200195
	Iteration 45Q: 3 clusters Score -2.165051e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -21650416.000000 Penalty: 5989.200195
	Iteration 46Q: 3 clusters Score -2.165042e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -21650336.000000 Penalty: 5989.200195
	Iteration 47Q: 3 clusters Score -2.165034e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -21650274.000000 Penalty: 5989.200195
	Iteration 48Q: 3 clusters Score -2.165027e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164650 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -21650222.000000 Penalty: 5989.200195
	Iteration 49Q: 3 clusters Score -2.165022e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -21650170.000000 Penalty: 5989.200195
	Iteration 50Q: 3 clusters Score -2.165017e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -21650168.000000 Penalty: 5989.200195
	Iteration 51Q: 3 clusters Score -2.165017e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165748 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -21650176.000000 Penalty: 5989.200195
	Iteration 52Q: 3 clusters Score -2.165018e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166066 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -21650184.000000 Penalty: 5989.200195
	Iteration 53Q: 3 clusters Score -2.165018e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166372 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -21650162.000000 Penalty: 5989.200195
	Iteration 54Q: 3 clusters Score -2.165016e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166657 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -21650132.000000 Penalty: 5989.200195
	Iteration 55Q: 3 clusters Score -2.165013e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -21650180.000000 Penalty: 5989.200195
	Iteration 56Q: 3 clusters Score -2.165018e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -21650070.000000 Penalty: 5989.200195
	Iteration 57Q: 3 clusters Score -2.165007e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167358 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -21649968.000000 Penalty: 5989.200195
	Iteration 58Q: 3 clusters Score -2.164997e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -21649964.000000 Penalty: 5989.200195
	Iteration 59Q: 3 clusters Score -2.164996e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167784 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -21649942.000000 Penalty: 5989.200195
	Iteration 60F: 3 clusters Score -2.164994e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168009 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -21649978.000000 Penalty: 5989.200195
	Iteration 61Q: 3 clusters Score -2.164998e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -21649932.000000 Penalty: 5989.200195
	Iteration 62Q: 3 clusters Score -2.164993e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -21649908.000000 Penalty: 5989.200195
	Iteration 63Q: 3 clusters Score -2.164991e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -21649866.000000 Penalty: 5989.200195
	Iteration 64Q: 3 clusters Score -2.164987e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168716 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -21649826.000000 Penalty: 5989.200195
	Iteration 65Q: 3 clusters Score -2.164983e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -21649766.000000 Penalty: 5989.200195
	Iteration 66Q: 3 clusters Score -2.164977e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -21649708.000000 Penalty: 5989.200195
	Iteration 67Q: 3 clusters Score -2.164971e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169120 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -21649678.000000 Penalty: 5989.200195
	Iteration 68Q: 3 clusters Score -2.164968e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169258 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -21649644.000000 Penalty: 5989.200195
	Iteration 69Q: 3 clusters Score -2.164964e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -21649648.000000 Penalty: 5989.200195
	Iteration 70Q: 3 clusters Score -2.164965e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -21649610.000000 Penalty: 5989.200195
	Iteration 71Q: 3 clusters Score -2.164961e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -21649594.000000 Penalty: 5989.200195
	Iteration 72Q: 3 clusters Score -2.164959e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -21649582.000000 Penalty: 5989.200195
	Iteration 73Q: 3 clusters Score -2.164958e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -21649568.000000 Penalty: 5989.200195
	Iteration 74Q: 3 clusters Score -2.164957e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -21649566.000000 Penalty: 5989.200195
	Iteration 75Q: 3 clusters Score -2.164957e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170018 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -21649530.000000 Penalty: 5989.200195
	Iteration 76Q: 3 clusters Score -2.164953e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170112 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -21649544.000000 Penalty: 5989.200195
	Iteration 77Q: 3 clusters Score -2.164954e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -21649542.000000 Penalty: 5989.200195
	Iteration 78Q: 3 clusters Score -2.164954e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -21649516.000000 Penalty: 5989.200195
	Iteration 79Q: 3 clusters Score -2.164952e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -21649468.000000 Penalty: 5989.200195
	Iteration 80F: 3 clusters Score -2.164947e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -21649502.000000 Penalty: 5989.200195
	Iteration 81Q: 3 clusters Score -2.16495e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -21649470.000000 Penalty: 5989.200195
	Iteration 82Q: 3 clusters Score -2.164947e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170602 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -21649440.000000 Penalty: 5989.200195
	Iteration 83Q: 3 clusters Score -2.164944e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170669 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -21649430.000000 Penalty: 5989.200195
	Iteration 84Q: 3 clusters Score -2.164943e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170731 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -21649418.000000 Penalty: 5989.200195
	Iteration 85Q: 3 clusters Score -2.164942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170799 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -21649422.000000 Penalty: 5989.200195
	Iteration 86Q: 3 clusters Score -2.164942e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170874 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -21649392.000000 Penalty: 5989.200195
	Iteration 87Q: 3 clusters Score -2.164939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -21649360.000000 Penalty: 5989.200195
	Iteration 88Q: 3 clusters Score -2.164936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21649350.000000 Penalty: 5989.200195
	Iteration 89Q: 3 clusters Score -2.164935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -21649320.000000 Penalty: 5989.200195
	Iteration 90Q: 3 clusters Score -2.164932e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -21649320.000000 Penalty: 5989.200195
	Iteration 91Q: 3 clusters Score -2.164932e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -21649298.000000 Penalty: 5989.200195
	Iteration 92Q: 3 clusters Score -2.16493e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171290 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -21649278.000000 Penalty: 5989.200195
	Iteration 93Q: 3 clusters Score -2.164928e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -21649296.000000 Penalty: 5989.200195
	Iteration 94Q: 3 clusters Score -2.16493e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -21649266.000000 Penalty: 5989.200195
	Iteration 95Q: 3 clusters Score -2.164927e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -21649244.000000 Penalty: 5989.200195
	Iteration 96Q: 3 clusters Score -2.164924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171587 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -21649258.000000 Penalty: 5989.200195
	Iteration 97Q: 3 clusters Score -2.164926e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171652 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -21649238.000000 Penalty: 5989.200195
	Iteration 98Q: 3 clusters Score -2.164924e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171725 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21649238.000000 Penalty: 5989.200195
	Iteration 99Q: 3 clusters Score -2.164924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171792 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -21649224.000000 Penalty: 5989.200195
	Iteration 100F: 3 clusters Score -2.164922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -21649182.000000 Penalty: 5989.200195
	Iteration 101Q: 3 clusters Score -2.164918e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171914 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21649134.000000 Penalty: 5989.200195
	Iteration 102Q: 3 clusters Score -2.164913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171964 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21649128.000000 Penalty: 5989.200195
	Iteration 103Q: 3 clusters Score -2.164913e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172015 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -21649116.000000 Penalty: 5989.200195
	Iteration 104Q: 3 clusters Score -2.164912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172052 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -21649106.000000 Penalty: 5989.200195
	Iteration 105Q: 3 clusters Score -2.164911e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172083 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -21649102.000000 Penalty: 5989.200195
	Iteration 106Q: 3 clusters Score -2.16491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21649108.000000 Penalty: 5989.200195
	Iteration 107Q: 3 clusters Score -2.164911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172136 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -21649084.000000 Penalty: 5989.200195
	Iteration 108Q: 3 clusters Score -2.164908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172159 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -21649050.000000 Penalty: 5989.200195
	Iteration 109Q: 3 clusters Score -2.164905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172177 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21649048.000000 Penalty: 5989.200195
	Iteration 110Q: 3 clusters Score -2.164905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172198 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21649066.000000 Penalty: 5989.200195
	Iteration 111Q: 3 clusters Score -2.164907e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172228 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -21649074.000000 Penalty: 5989.200195
	Iteration 112Q: 3 clusters Score -2.164907e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21649088.000000 Penalty: 5989.200195
	Iteration 113Q: 3 clusters Score -2.164909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172295 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21649072.000000 Penalty: 5989.200195
	Iteration 114Q: 3 clusters Score -2.164907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21649068.000000 Penalty: 5989.200195
	Iteration 115Q: 3 clusters Score -2.164907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172374 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21649074.000000 Penalty: 5989.200195
	Iteration 116Q: 3 clusters Score -2.164907e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172418 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -21649056.000000 Penalty: 5989.200195
	Iteration 117Q: 3 clusters Score -2.164906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172467 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21649052.000000 Penalty: 5989.200195
	Iteration 118Q: 3 clusters Score -2.164905e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -21649044.000000 Penalty: 5989.200195
	Iteration 119Q: 3 clusters Score -2.164904e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172557 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -21649016.000000 Penalty: 5989.200195
	Iteration 120F: 3 clusters Score -2.164902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172601 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21649024.000000 Penalty: 5989.200195
	Iteration 121Q: 3 clusters Score -2.164902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21649008.000000 Penalty: 5989.200195
	Iteration 122Q: 3 clusters Score -2.164901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172674 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -21648972.000000 Penalty: 5989.200195
	Iteration 123Q: 3 clusters Score -2.164897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21648948.000000 Penalty: 5989.200195
	Iteration 124Q: 3 clusters Score -2.164895e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172759 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21648968.000000 Penalty: 5989.200195
	Iteration 125Q: 3 clusters Score -2.164897e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172797 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -21648942.000000 Penalty: 5989.200195
	Iteration 126Q: 3 clusters Score -2.164894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21648948.000000 Penalty: 5989.200195
	Iteration 127Q: 3 clusters Score -2.164895e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172860 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21648962.000000 Penalty: 5989.200195
	Iteration 128Q: 3 clusters Score -2.164896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172882 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21648940.000000 Penalty: 5989.200195
	Iteration 129Q: 3 clusters Score -2.164894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172908 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21648936.000000 Penalty: 5989.200195
	Iteration 130Q: 3 clusters Score -2.164894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172930 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21648922.000000 Penalty: 5989.200195
	Iteration 131Q: 3 clusters Score -2.164892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -21648914.000000 Penalty: 5989.200195
	Iteration 132Q: 3 clusters Score -2.164891e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172976 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21648902.000000 Penalty: 5989.200195
	Iteration 133Q: 3 clusters Score -2.16489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173004 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21648894.000000 Penalty: 5989.200195
	Iteration 134Q: 3 clusters Score -2.164889e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173034 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21648872.000000 Penalty: 5989.200195
	Iteration 135Q: 3 clusters Score -2.164887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173073 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -21648872.000000 Penalty: 5989.200195
	Iteration 136Q: 3 clusters Score -2.164887e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21648848.000000 Penalty: 5989.200195
	Iteration 137Q: 3 clusters Score -2.164885e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21648822.000000 Penalty: 5989.200195
	Iteration 138Q: 3 clusters Score -2.164882e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173185 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21648798.000000 Penalty: 5989.200195
	Iteration 139Q: 3 clusters Score -2.16488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173209 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21648780.000000 Penalty: 5989.200195
	Iteration 140F: 3 clusters Score -2.164878e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173234 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21648772.000000 Penalty: 5989.200195
	Iteration 141Q: 3 clusters Score -2.164877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21648748.000000 Penalty: 5989.200195
	Iteration 142Q: 3 clusters Score -2.164875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173289 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21648778.000000 Penalty: 5989.200195
	Iteration 143Q: 3 clusters Score -2.164878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -21648784.000000 Penalty: 5989.200195
	Iteration 144Q: 3 clusters Score -2.164878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -21648800.000000 Penalty: 5989.200195
	Iteration 145Q: 3 clusters Score -2.16488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173353 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21648782.000000 Penalty: 5989.200195
	Iteration 146Q: 3 clusters Score -2.164878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173381 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21648750.000000 Penalty: 5989.200195
	Iteration 147Q: 3 clusters Score -2.164875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173406 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -21648792.000000 Penalty: 5989.200195
	Iteration 148Q: 3 clusters Score -2.164879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173430 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21648772.000000 Penalty: 5989.200195
	Iteration 149Q: 3 clusters Score -2.164877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -21648782.000000 Penalty: 5989.200195
	Iteration 150Q: 3 clusters Score -2.164878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173481 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21648768.000000 Penalty: 5989.200195
	Iteration 151Q: 3 clusters Score -2.164877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21648786.000000 Penalty: 5989.200195
	Iteration 152Q: 3 clusters Score -2.164879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173534 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -21648778.000000 Penalty: 5989.200195
	Iteration 153Q: 3 clusters Score -2.164878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173554 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21648780.000000 Penalty: 5989.200195
	Iteration 154Q: 3 clusters Score -2.164878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173576 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21648774.000000 Penalty: 5989.200195
	Iteration 155Q: 3 clusters Score -2.164877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173590 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21648758.000000 Penalty: 5989.200195
	Iteration 156Q: 3 clusters Score -2.164876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -21648766.000000 Penalty: 5989.200195
	Iteration 157Q: 3 clusters Score -2.164877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173616 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 158Q: 3 clusters Score -2.164875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173624 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21648760.000000 Penalty: 5989.200195
	Iteration 159Q: 3 clusters Score -2.164876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -21648762.000000 Penalty: 5989.200195
	Iteration 160F: 3 clusters Score -2.164876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 161Q: 3 clusters Score -2.164875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -21648750.000000 Penalty: 5989.200195
	Iteration 162Q: 3 clusters Score -2.164875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173675 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -21648740.000000 Penalty: 5989.200195
	Iteration 163Q: 3 clusters Score -2.164874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21648772.000000 Penalty: 5989.200195
	Iteration 164Q: 3 clusters Score -2.164877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21648750.000000 Penalty: 5989.200195
	Iteration 165Q: 3 clusters Score -2.164875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173731 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -21648750.000000 Penalty: 5989.200195
	Iteration 166Q: 3 clusters Score -2.164875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21648744.000000 Penalty: 5989.200195
	Iteration 167Q: 3 clusters Score -2.164874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173764 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21648762.000000 Penalty: 5989.200195
	Iteration 168Q: 3 clusters Score -2.164876e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173781 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21648784.000000 Penalty: 5989.200195
	Iteration 169Q: 3 clusters Score -2.164878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173796 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -21648764.000000 Penalty: 5989.200195
	Iteration 170Q: 3 clusters Score -2.164876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173812 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21648800.000000 Penalty: 5989.200195
	Iteration 171Q: 3 clusters Score -2.16488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173823 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -21648782.000000 Penalty: 5989.200195
	Iteration 172Q: 3 clusters Score -2.164878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -21648788.000000 Penalty: 5989.200195
	Iteration 173Q: 3 clusters Score -2.164879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173857 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21648776.000000 Penalty: 5989.200195
	Iteration 174Q: 3 clusters Score -2.164878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21648768.000000 Penalty: 5989.200195
	Iteration 175Q: 3 clusters Score -2.164877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173893 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -21648788.000000 Penalty: 5989.200195
	Iteration 176Q: 3 clusters Score -2.164879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -21648812.000000 Penalty: 5989.200195
	Iteration 177Q: 3 clusters Score -2.164881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173935 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21648808.000000 Penalty: 5989.200195
	Iteration 178Q: 3 clusters Score -2.164881e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173960 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21648794.000000 Penalty: 5989.200195
	Iteration 179Q: 3 clusters Score -2.164879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173978 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21648796.000000 Penalty: 5989.200195
	Iteration 180F: 3 clusters Score -2.16488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -21648808.000000 Penalty: 5989.200195
	Iteration 181Q: 3 clusters Score -2.164881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -21648804.000000 Penalty: 5989.200195
	Iteration 182Q: 3 clusters Score -2.16488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174004 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21648818.000000 Penalty: 5989.200195
	Iteration 183Q: 3 clusters Score -2.164882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174013 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21648824.000000 Penalty: 5989.200195
	Iteration 184Q: 3 clusters Score -2.164882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174022 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -21648802.000000 Penalty: 5989.200195
	Iteration 185Q: 3 clusters Score -2.16488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -21648796.000000 Penalty: 5989.200195
	Iteration 186Q: 3 clusters Score -2.16488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -21648780.000000 Penalty: 5989.200195
	Iteration 187Q: 3 clusters Score -2.164878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21648786.000000 Penalty: 5989.200195
	Iteration 188Q: 3 clusters Score -2.164879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174057 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -21648778.000000 Penalty: 5989.200195
	Iteration 189Q: 3 clusters Score -2.164878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174065 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21648774.000000 Penalty: 5989.200195
	Iteration 190Q: 3 clusters Score -2.164877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174074 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21648776.000000 Penalty: 5989.200195
	Iteration 191Q: 3 clusters Score -2.164878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174079 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21648770.000000 Penalty: 5989.200195
	Iteration 192Q: 3 clusters Score -2.164877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174081 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21648778.000000 Penalty: 5989.200195
	Iteration 193Q: 3 clusters Score -2.164878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174083 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -21648776.000000 Penalty: 5989.200195
	Iteration 194Q: 3 clusters Score -2.164878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174087 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 195Q: 3 clusters Score -2.164875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174096 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21648756.000000 Penalty: 5989.200195
	Iteration 196Q: 3 clusters Score -2.164876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174099 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21648758.000000 Penalty: 5989.200195
	Iteration 197Q: 3 clusters Score -2.164876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174106 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -21648754.000000 Penalty: 5989.200195
	Iteration 198Q: 3 clusters Score -2.164875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174110 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21648770.000000 Penalty: 5989.200195
	Iteration 199Q: 3 clusters Score -2.164877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174115 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21648746.000000 Penalty: 5989.200195
	Iteration 200F: 3 clusters Score -2.164875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174124 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21648746.000000 Penalty: 5989.200195
	Iteration 201Q: 3 clusters Score -2.164875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174133 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21648768.000000 Penalty: 5989.200195
	Iteration 202Q: 3 clusters Score -2.164877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -21648744.000000 Penalty: 5989.200195
	Iteration 203Q: 3 clusters Score -2.164874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174148 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21648746.000000 Penalty: 5989.200195
	Iteration 204Q: 3 clusters Score -2.164875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174154 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21648750.000000 Penalty: 5989.200195
	Iteration 205Q: 3 clusters Score -2.164875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21648750.000000 Penalty: 5989.200195
	Iteration 206Q: 3 clusters Score -2.164875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174171 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21648746.000000 Penalty: 5989.200195
	Iteration 207Q: 3 clusters Score -2.164875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174175 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 208Q: 3 clusters Score -2.164875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174181 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21648720.000000 Penalty: 5989.200195
	Iteration 209Q: 3 clusters Score -2.164872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174185 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21648718.000000 Penalty: 5989.200195
	Iteration 210Q: 3 clusters Score -2.164872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174191 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -21648716.000000 Penalty: 5989.200195
	Iteration 211Q: 3 clusters Score -2.164872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -21648712.000000 Penalty: 5989.200195
	Iteration 212Q: 3 clusters Score -2.164871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174202 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21648710.000000 Penalty: 5989.200195
	Iteration 213Q: 3 clusters Score -2.164871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174215 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21648712.000000 Penalty: 5989.200195
	Iteration 214Q: 3 clusters Score -2.164871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -21648722.000000 Penalty: 5989.200195
	Iteration 215Q: 3 clusters Score -2.164872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174237 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21648710.000000 Penalty: 5989.200195
	Iteration 216Q: 3 clusters Score -2.164871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174248 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21648722.000000 Penalty: 5989.200195
	Iteration 217Q: 3 clusters Score -2.164872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174255 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21648716.000000 Penalty: 5989.200195
	Iteration 218Q: 3 clusters Score -2.164872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174259 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -21648732.000000 Penalty: 5989.200195
	Iteration 219Q: 3 clusters Score -2.164873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21648744.000000 Penalty: 5989.200195
	Iteration 220F: 3 clusters Score -2.164874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174271 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21648740.000000 Penalty: 5989.200195
	Iteration 221Q: 3 clusters Score -2.164874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174278 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21648756.000000 Penalty: 5989.200195
	Iteration 222Q: 3 clusters Score -2.164876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174284 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21648736.000000 Penalty: 5989.200195
	Iteration 223Q: 3 clusters Score -2.164874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174289 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -21648732.000000 Penalty: 5989.200195
	Iteration 224Q: 3 clusters Score -2.164873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174296 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -21648740.000000 Penalty: 5989.200195
	Iteration 225Q: 3 clusters Score -2.164874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174300 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -21648748.000000 Penalty: 5989.200195
	Iteration 226Q: 3 clusters Score -2.164875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174303 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 227Q: 3 clusters Score -2.164875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174303 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21648752.000000 Penalty: 5989.200195
	Iteration 228F: 3 clusters Score -2.164875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Entering Unmasked Estep 
Score: -6812219.500000 Penalty: 2706.928467
	Iteration 0F: 2 clusters Score -6812220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -6775172.500000 Penalty: 5413.856934
	Iteration 0F: 3 clusters Score -6775172 nChanged 25557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6789050.000000 Penalty: 5413.856934
	Iteration 1F: 3 clusters Score -6789050 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6789691.000000 Penalty: 5413.856934
	Iteration 2Q: 3 clusters Score -6789691 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -6790469.500000 Penalty: 5413.856934
	Iteration 3Q: 3 clusters Score -6790470 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -6791364.000000 Penalty: 5413.856934
	Iteration 4Q: 3 clusters Score -6791364 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -6792811.000000 Penalty: 5413.856934
	Iteration 5F: 3 clusters Score -6792811 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6794978.000000 Penalty: 5413.856934
	Iteration 6F: 3 clusters Score -6794978 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -6798151.500000 Penalty: 5413.856934
	Iteration 7F: 3 clusters Score -6798152 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -6801982.500000 Penalty: 5413.856934
	Iteration 8F: 3 clusters Score -6801982 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -6805335.000000 Penalty: 5413.856934
	Iteration 9F: 3 clusters Score -6805335 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6807624.000000 Penalty: 5413.856934
	Iteration 10Q: 3 clusters Score -6807624 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6808778.500000 Penalty: 5413.856934
	Iteration 11Q: 3 clusters Score -6808778 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6809293.500000 Penalty: 5413.856934
	Iteration 12Q: 3 clusters Score -6809294 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6809518.500000 Penalty: 5413.856934
	Iteration 13Q: 3 clusters Score -6809518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6809656.000000 Penalty: 5413.856934
	Iteration 14Q: 3 clusters Score -6809656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6809742.500000 Penalty: 5413.856934
	Iteration 15Q: 3 clusters Score -6809742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6809775.500000 Penalty: 5413.856934
	Iteration 16Q: 3 clusters Score -6809776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6809792.000000 Penalty: 5413.856934
	Iteration 17Q: 3 clusters Score -6809792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6809801.500000 Penalty: 5413.856934
	Iteration 18Q: 3 clusters Score -6809802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6809809.500000 Penalty: 5413.856934
	Iteration 19Q: 3 clusters Score -6809810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6809812.000000 Penalty: 5413.856934
	Iteration 20F: 3 clusters Score -6809812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6809819.000000 Penalty: 5413.856934
	Iteration 21Q: 3 clusters Score -6809819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6809825.500000 Penalty: 5413.856934
	Iteration 22Q: 3 clusters Score -6809826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6809839.500000 Penalty: 5413.856934
	Iteration 23Q: 3 clusters Score -6809840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6809840.000000 Penalty: 5413.856934
	Iteration 24Q: 3 clusters Score -6809840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6809841.500000 Penalty: 5413.856934
	Iteration 25Q: 3 clusters Score -6809842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6809850.500000 Penalty: 5413.856934
	Iteration 26Q: 3 clusters Score -6809850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6809860.000000 Penalty: 5413.856934
	Iteration 27Q: 3 clusters Score -6809860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6809861.000000 Penalty: 5413.856934
	Iteration 28Q: 3 clusters Score -6809861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6809864.000000 Penalty: 5413.856934
	Iteration 29Q: 3 clusters Score -6809864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6809865.500000 Penalty: 5413.856934
	Iteration 30Q: 3 clusters Score -6809866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6809869.000000 Penalty: 5413.856934
	Iteration 31Q: 3 clusters Score -6809869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6809869.000000 Penalty: 5413.856934
	Iteration 32F: 3 clusters Score -6809869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Entering Unmasked Estep 
Score: -4816363.000000 Penalty: 2620.884033
	Iteration 0F: 2 clusters Score -4816363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4790062.500000 Penalty: 5241.768066
	Iteration 0F: 3 clusters Score -4790062 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4799912.000000 Penalty: 5241.768066
	Iteration 1F: 3 clusters Score -4799912 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4800724.500000 Penalty: 5241.768066
	Iteration 2Q: 3 clusters Score -4800724 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4801635.500000 Penalty: 5241.768066
	Iteration 3F: 3 clusters Score -4801636 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4802609.500000 Penalty: 5241.768066
	Iteration 4F: 3 clusters Score -4802610 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -4803808.500000 Penalty: 5241.768066
	Iteration 5F: 3 clusters Score -4803808 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4805195.500000 Penalty: 5241.768066
	Iteration 6F: 3 clusters Score -4805196 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4806756.500000 Penalty: 5241.768066
	Iteration 7F: 3 clusters Score -4806756 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4808370.000000 Penalty: 5241.768066
	Iteration 8F: 3 clusters Score -4808370 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4809690.000000 Penalty: 5241.768066
	Iteration 9F: 3 clusters Score -4809690 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4810492.500000 Penalty: 5241.768066
	Iteration 10Q: 3 clusters Score -4810492 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -4810956.000000 Penalty: 5241.768066
	Iteration 11Q: 3 clusters Score -4810956 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4811267.000000 Penalty: 5241.768066
	Iteration 12Q: 3 clusters Score -4811267 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4811484.000000 Penalty: 5241.768066
	Iteration 13Q: 3 clusters Score -4811484 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -4811656.500000 Penalty: 5241.768066
	Iteration 14Q: 3 clusters Score -4811656 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4811783.000000 Penalty: 5241.768066
	Iteration 15Q: 3 clusters Score -4811783 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4811902.000000 Penalty: 5241.768066
	Iteration 16Q: 3 clusters Score -4811902 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4812051.500000 Penalty: 5241.768066
	Iteration 17Q: 3 clusters Score -4812052 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4812191.000000 Penalty: 5241.768066
	Iteration 18Q: 3 clusters Score -4812191 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -4812334.500000 Penalty: 5241.768066
	Iteration 19Q: 3 clusters Score -4812334 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -4812473.500000 Penalty: 5241.768066
	Iteration 20F: 3 clusters Score -4812474 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4812628.500000 Penalty: 5241.768066
	Iteration 21Q: 3 clusters Score -4812628 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4812794.000000 Penalty: 5241.768066
	Iteration 22Q: 3 clusters Score -4812794 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -4812937.500000 Penalty: 5241.768066
	Iteration 23Q: 3 clusters Score -4812938 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4813128.000000 Penalty: 5241.768066
	Iteration 24Q: 3 clusters Score -4813128 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4813278.500000 Penalty: 5241.768066
	Iteration 25Q: 3 clusters Score -4813278 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4813462.000000 Penalty: 5241.768066
	Iteration 26Q: 3 clusters Score -4813462 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4813629.500000 Penalty: 5241.768066
	Iteration 27Q: 3 clusters Score -4813630 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4813728.000000 Penalty: 5241.768066
	Iteration 28Q: 3 clusters Score -4813728 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4813873.500000 Penalty: 5241.768066
	Iteration 29Q: 3 clusters Score -4813874 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -4813984.000000 Penalty: 5241.768066
	Iteration 30Q: 3 clusters Score -4813984 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4814077.500000 Penalty: 5241.768066
	Iteration 31Q: 3 clusters Score -4814078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4814174.000000 Penalty: 5241.768066
	Iteration 32Q: 3 clusters Score -4814174 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4814269.000000 Penalty: 5241.768066
	Iteration 33Q: 3 clusters Score -4814269 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4814354.000000 Penalty: 5241.768066
	Iteration 34Q: 3 clusters Score -4814354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4814409.000000 Penalty: 5241.768066
	Iteration 35Q: 3 clusters Score -4814409 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -4814466.000000 Penalty: 5241.768066
	Iteration 36Q: 3 clusters Score -4814466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4814507.000000 Penalty: 5241.768066
	Iteration 37Q: 3 clusters Score -4814507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4814543.000000 Penalty: 5241.768066
	Iteration 38Q: 3 clusters Score -4814543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -4814595.500000 Penalty: 5241.768066
	Iteration 39Q: 3 clusters Score -4814596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4814633.500000 Penalty: 5241.768066
	Iteration 40F: 3 clusters Score -4814634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4814671.500000 Penalty: 5241.768066
	Iteration 41Q: 3 clusters Score -4814672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4814685.500000 Penalty: 5241.768066
	Iteration 42Q: 3 clusters Score -4814686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4814702.500000 Penalty: 5241.768066
	Iteration 43Q: 3 clusters Score -4814702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4814730.500000 Penalty: 5241.768066
	Iteration 44Q: 3 clusters Score -4814730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -4814747.000000 Penalty: 5241.768066
	Iteration 45Q: 3 clusters Score -4814747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -4814757.500000 Penalty: 5241.768066
	Iteration 46Q: 3 clusters Score -4814758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4814775.000000 Penalty: 5241.768066
	Iteration 47Q: 3 clusters Score -4814775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4814781.500000 Penalty: 5241.768066
	Iteration 48Q: 3 clusters Score -4814782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4814791.500000 Penalty: 5241.768066
	Iteration 49Q: 3 clusters Score -4814792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4814805.000000 Penalty: 5241.768066
	Iteration 50Q: 3 clusters Score -4814805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4814820.000000 Penalty: 5241.768066
	Iteration 51Q: 3 clusters Score -4814820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -4814820.500000 Penalty: 5241.768066
	Iteration 52Q: 3 clusters Score -4814820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4814818.500000 Penalty: 5241.768066
	Iteration 53Q: 3 clusters Score -4814818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -4814825.500000 Penalty: 5241.768066
	Iteration 54Q: 3 clusters Score -4814826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -4814834.500000 Penalty: 5241.768066
	Iteration 55Q: 3 clusters Score -4814834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4814839.500000 Penalty: 5241.768066
	Iteration 56Q: 3 clusters Score -4814840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4814836.500000 Penalty: 5241.768066
	Iteration 57Q: 3 clusters Score -4814836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4814839.000000 Penalty: 5241.768066
	Iteration 58Q: 3 clusters Score -4814839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4814847.500000 Penalty: 5241.768066
	Iteration 59Q: 3 clusters Score -4814848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4814858.500000 Penalty: 5241.768066
	Iteration 60F: 3 clusters Score -4814858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4814865.500000 Penalty: 5241.768066
	Iteration 61Q: 3 clusters Score -4814866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4814865.500000 Penalty: 5241.768066
	Iteration 62Q: 3 clusters Score -4814866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4814872.500000 Penalty: 5241.768066
	Iteration 63Q: 3 clusters Score -4814872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4814883.000000 Penalty: 5241.768066
	Iteration 64Q: 3 clusters Score -4814883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4814889.500000 Penalty: 5241.768066
	Iteration 65Q: 3 clusters Score -4814890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4814881.500000 Penalty: 5241.768066
	Iteration 66Q: 3 clusters Score -4814882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4814889.500000 Penalty: 5241.768066
	Iteration 67Q: 3 clusters Score -4814890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4814888.000000 Penalty: 5241.768066
	Iteration 68Q: 3 clusters Score -4814888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4814892.500000 Penalty: 5241.768066
	Iteration 69Q: 3 clusters Score -4814892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4814886.000000 Penalty: 5241.768066
	Iteration 70Q: 3 clusters Score -4814886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -4814891.000000 Penalty: 5241.768066
	Iteration 71Q: 3 clusters Score -4814891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4814888.500000 Penalty: 5241.768066
	Iteration 72Q: 3 clusters Score -4814888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4814893.000000 Penalty: 5241.768066
	Iteration 73Q: 3 clusters Score -4814893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4814899.000000 Penalty: 5241.768066
	Iteration 74Q: 3 clusters Score -4814899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -4814898.000000 Penalty: 5241.768066
	Iteration 75Q: 3 clusters Score -4814898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4814899.500000 Penalty: 5241.768066
	Iteration 76Q: 3 clusters Score -4814900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4814897.500000 Penalty: 5241.768066
	Iteration 77Q: 3 clusters Score -4814898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4814897.500000 Penalty: 5241.768066
	Iteration 78F: 3 clusters Score -4814898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -351998.562500 Penalty: 1973.119263
	Iteration 0F: 2 clusters Score -351998.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -348871.968750 Penalty: 3946.238525
	Iteration 0F: 3 clusters Score -348872 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349596.062500 Penalty: 3946.238525
	Iteration 1F: 3 clusters Score -349596.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -349838.531250 Penalty: 3946.238525
	Iteration 2F: 3 clusters Score -349838.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -350025.531250 Penalty: 3946.238525
	Iteration 3F: 3 clusters Score -350025.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -350225.031250 Penalty: 3946.238525
	Iteration 4F: 3 clusters Score -350225 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -350409.281250 Penalty: 3946.238525
	Iteration 5F: 3 clusters Score -350409.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -350545.593750 Penalty: 3946.238525
	Iteration 6Q: 3 clusters Score -350545.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -350669.781250 Penalty: 3946.238525
	Iteration 7Q: 3 clusters Score -350669.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -350779.031250 Penalty: 3946.238525
	Iteration 8Q: 3 clusters Score -350779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -350855.937500 Penalty: 3946.238525
	Iteration 9Q: 3 clusters Score -350855.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -350903.468750 Penalty: 3946.238525
	Iteration 10Q: 3 clusters Score -350903.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -350931.000000 Penalty: 3946.238525
	Iteration 11Q: 3 clusters Score -350931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -350951.218750 Penalty: 3946.238525
	Iteration 12Q: 3 clusters Score -350951.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -350973.187500 Penalty: 3946.238525
	Iteration 13Q: 3 clusters Score -350973.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -350988.625000 Penalty: 3946.238525
	Iteration 14Q: 3 clusters Score -350988.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -351011.125000 Penalty: 3946.238525
	Iteration 15Q: 3 clusters Score -351011.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -351026.625000 Penalty: 3946.238525
	Iteration 16Q: 3 clusters Score -351026.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -351045.062500 Penalty: 3946.238525
	Iteration 17Q: 3 clusters Score -351045.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -351062.656250 Penalty: 3946.238525
	Iteration 18Q: 3 clusters Score -351062.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -351071.156250 Penalty: 3946.238525
	Iteration 19Q: 3 clusters Score -351071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -351076.968750 Penalty: 3946.238525
	Iteration 20F: 3 clusters Score -351077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -351080.531250 Penalty: 3946.238525
	Iteration 21Q: 3 clusters Score -351080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -351080.875000 Penalty: 3946.238525
	Iteration 22Q: 3 clusters Score -351080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -351080.875000 Penalty: 3946.238525
	Iteration 23F: 3 clusters Score -351080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -786564.437500 Penalty: 2186.763184
	Iteration 0F: 2 clusters Score -786564.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -781025.375000 Penalty: 4373.526367
	Iteration 0F: 3 clusters Score -781025.4 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -782417.000000 Penalty: 4373.526367
	Iteration 1F: 3 clusters Score -782417 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -782773.937500 Penalty: 4373.526367
	Iteration 2F: 3 clusters Score -782773.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -782999.437500 Penalty: 4373.526367
	Iteration 3F: 3 clusters Score -782999.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -783159.250000 Penalty: 4373.526367
	Iteration 4Q: 3 clusters Score -783159.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -783268.500000 Penalty: 4373.526367
	Iteration 5Q: 3 clusters Score -783268.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -783344.812500 Penalty: 4373.526367
	Iteration 6Q: 3 clusters Score -783344.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -783419.125000 Penalty: 4373.526367
	Iteration 7Q: 3 clusters Score -783419.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -783480.187500 Penalty: 4373.526367
	Iteration 8Q: 3 clusters Score -783480.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -783527.937500 Penalty: 4373.526367
	Iteration 9Q: 3 clusters Score -783527.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -783574.437500 Penalty: 4373.526367
	Iteration 10Q: 3 clusters Score -783574.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -783608.812500 Penalty: 4373.526367
	Iteration 11Q: 3 clusters Score -783608.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -783645.687500 Penalty: 4373.526367
	Iteration 12Q: 3 clusters Score -783645.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -783679.312500 Penalty: 4373.526367
	Iteration 13Q: 3 clusters Score -783679.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -783708.375000 Penalty: 4373.526367
	Iteration 14Q: 3 clusters Score -783708.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -783737.437500 Penalty: 4373.526367
	Iteration 15Q: 3 clusters Score -783737.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -783765.125000 Penalty: 4373.526367
	Iteration 16Q: 3 clusters Score -783765.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -783797.312500 Penalty: 4373.526367
	Iteration 17Q: 3 clusters Score -783797.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -783819.250000 Penalty: 4373.526367
	Iteration 18Q: 3 clusters Score -783819.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -783836.375000 Penalty: 4373.526367
	Iteration 19Q: 3 clusters Score -783836.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -783845.375000 Penalty: 4373.526367
	Iteration 20F: 3 clusters Score -783845.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -783852.250000 Penalty: 4373.526367
	Iteration 21Q: 3 clusters Score -783852.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -783858.750000 Penalty: 4373.526367
	Iteration 22Q: 3 clusters Score -783858.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -783866.187500 Penalty: 4373.526367
	Iteration 23Q: 3 clusters Score -783866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -783866.625000 Penalty: 4373.526367
	Iteration 24Q: 3 clusters Score -783866.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -783873.000000 Penalty: 4373.526367
	Iteration 25Q: 3 clusters Score -783873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -783875.437500 Penalty: 4373.526367
	Iteration 26Q: 3 clusters Score -783875.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -783882.562500 Penalty: 4373.526367
	Iteration 27Q: 3 clusters Score -783882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -783887.125000 Penalty: 4373.526367
	Iteration 28Q: 3 clusters Score -783887.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -783894.687500 Penalty: 4373.526367
	Iteration 29Q: 3 clusters Score -783894.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -783902.312500 Penalty: 4373.526367
	Iteration 30Q: 3 clusters Score -783902.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -783906.250000 Penalty: 4373.526367
	Iteration 31Q: 3 clusters Score -783906.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -783914.125000 Penalty: 4373.526367
	Iteration 32Q: 3 clusters Score -783914.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -783922.000000 Penalty: 4373.526367
	Iteration 33Q: 3 clusters Score -783922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -783930.000000 Penalty: 4373.526367
	Iteration 34Q: 3 clusters Score -783930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -783937.562500 Penalty: 4373.526367
	Iteration 35Q: 3 clusters Score -783937.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -783947.562500 Penalty: 4373.526367
	Iteration 36Q: 3 clusters Score -783947.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -783953.125000 Penalty: 4373.526367
	Iteration 37Q: 3 clusters Score -783953.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -783957.375000 Penalty: 4373.526367
	Iteration 38Q: 3 clusters Score -783957.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -783962.000000 Penalty: 4373.526367
	Iteration 39Q: 3 clusters Score -783962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -783969.187500 Penalty: 4373.526367
	Iteration 40F: 3 clusters Score -783969.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -783977.000000 Penalty: 4373.526367
	Iteration 41Q: 3 clusters Score -783977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -783983.812500 Penalty: 4373.526367
	Iteration 42Q: 3 clusters Score -783983.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -783989.125000 Penalty: 4373.526367
	Iteration 43Q: 3 clusters Score -783989.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -783998.312500 Penalty: 4373.526367
	Iteration 44Q: 3 clusters Score -783998.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -784003.250000 Penalty: 4373.526367
	Iteration 45Q: 3 clusters Score -784003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -784006.625000 Penalty: 4373.526367
	Iteration 46Q: 3 clusters Score -784006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -784012.812500 Penalty: 4373.526367
	Iteration 47Q: 3 clusters Score -784012.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -784019.125000 Penalty: 4373.526367
	Iteration 48Q: 3 clusters Score -784019.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -784022.937500 Penalty: 4373.526367
	Iteration 49Q: 3 clusters Score -784022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -784029.250000 Penalty: 4373.526367
	Iteration 50Q: 3 clusters Score -784029.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -784043.750000 Penalty: 4373.526367
	Iteration 51Q: 3 clusters Score -784043.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -784060.500000 Penalty: 4373.526367
	Iteration 52Q: 3 clusters Score -784060.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -784082.250000 Penalty: 4373.526367
	Iteration 53Q: 3 clusters Score -784082.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -784110.187500 Penalty: 4373.526367
	Iteration 54Q: 3 clusters Score -784110.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -784137.937500 Penalty: 4373.526367
	Iteration 55Q: 3 clusters Score -784137.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -784168.250000 Penalty: 4373.526367
	Iteration 56Q: 3 clusters Score -784168.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -784196.937500 Penalty: 4373.526367
	Iteration 57Q: 3 clusters Score -784196.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -784228.687500 Penalty: 4373.526367
	Iteration 58Q: 3 clusters Score -784228.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -784251.562500 Penalty: 4373.526367
	Iteration 59Q: 3 clusters Score -784251.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -784272.687500 Penalty: 4373.526367
	Iteration 60F: 3 clusters Score -784272.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -784308.062500 Penalty: 4373.526367
	Iteration 61Q: 3 clusters Score -784308.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -784351.750000 Penalty: 4373.526367
	Iteration 62Q: 3 clusters Score -784351.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -784413.937500 Penalty: 4373.526367
	Iteration 63Q: 3 clusters Score -784413.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -784495.375000 Penalty: 4373.526367
	Iteration 64Q: 3 clusters Score -784495.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -784598.437500 Penalty: 4373.526367
	Iteration 65Q: 3 clusters Score -784598.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -784700.812500 Penalty: 4373.526367
	Iteration 66Q: 3 clusters Score -784700.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -784807.375000 Penalty: 4373.526367
	Iteration 67Q: 3 clusters Score -784807.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -784940.625000 Penalty: 4373.526367
	Iteration 68Q: 3 clusters Score -784940.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -785084.500000 Penalty: 4373.526367
	Iteration 69Q: 3 clusters Score -785084.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -785211.500000 Penalty: 4373.526367
	Iteration 70Q: 3 clusters Score -785211.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -785357.125000 Penalty: 4373.526367
	Iteration 71Q: 3 clusters Score -785357.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -785502.062500 Penalty: 4373.526367
	Iteration 72Q: 3 clusters Score -785502.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -785615.937500 Penalty: 4373.526367
	Iteration 73Q: 3 clusters Score -785615.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -785711.312500 Penalty: 4373.526367
	Iteration 74Q: 3 clusters Score -785711.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -785788.687500 Penalty: 4373.526367
	Iteration 75Q: 3 clusters Score -785788.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -785848.625000 Penalty: 4373.526367
	Iteration 76Q: 3 clusters Score -785848.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -785883.437500 Penalty: 4373.526367
	Iteration 77Q: 3 clusters Score -785883.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -785919.500000 Penalty: 4373.526367
	Iteration 78Q: 3 clusters Score -785919.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -785944.125000 Penalty: 4373.526367
	Iteration 79Q: 3 clusters Score -785944.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -785961.187500 Penalty: 4373.526367
	Iteration 80F: 3 clusters Score -785961.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -785969.312500 Penalty: 4373.526367
	Iteration 81Q: 3 clusters Score -785969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -785968.687500 Penalty: 4373.526367
	Iteration 82Q: 3 clusters Score -785968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -785970.375000 Penalty: 4373.526367
	Iteration 83Q: 3 clusters Score -785970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -785971.687500 Penalty: 4373.526367
	Iteration 84Q: 3 clusters Score -785971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -785971.812500 Penalty: 4373.526367
	Iteration 85Q: 3 clusters Score -785971.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -785971.812500 Penalty: 4373.526367
	Iteration 86F: 3 clusters Score -785971.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -248831.468750 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -248831.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -246141.390625 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -246141.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -246624.531250 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -246624.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246785.484375 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -246785.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246871.656250 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -246871.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -246922.828125 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -246922.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -246949.890625 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -246949.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -246975.515625 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -246975.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -247002.203125 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -247002.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -247028.281250 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -247028.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -247055.859375 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -247055.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -247083.359375 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -247083.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -247114.328125 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -247114.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -247133.906250 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -247133.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -247147.578125 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -247147.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -247156.125000 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -247156.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -247165.687500 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -247165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -247173.125000 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -247173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -247174.828125 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -247174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -247178.562500 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -247178.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -247183.093750 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -247183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -247185.890625 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -247185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -247187.125000 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -247187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -247187.750000 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -247187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -247188.421875 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -247188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -247189.218750 Penalty: 3788.546387
	Iteration 24Q: 3 clusters Score -247189.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -247189.218750 Penalty: 3788.546387
	Iteration 25F: 3 clusters Score -247189.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Entering Unmasked Estep 
Score: -21710920.000000 Penalty: 2994.526611
	Iteration 0F: 2 clusters Score -2.171092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -21594544.000000 Penalty: 5989.053223
	Iteration 0F: 3 clusters Score -2.159454e+07 nChanged 84129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -21643810.000000 Penalty: 5989.053223
	Iteration 1F: 3 clusters Score -2.164381e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -21644764.000000 Penalty: 5989.053223
	Iteration 2Q: 3 clusters Score -2.164476e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -21646026.000000 Penalty: 5989.053223
	Iteration 3Q: 3 clusters Score -2.164603e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -21647482.000000 Penalty: 5989.053223
	Iteration 4Q: 3 clusters Score -2.164748e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -21649826.000000 Penalty: 5989.053223
	Iteration 5Q: 3 clusters Score -2.164983e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -21653506.000000 Penalty: 5989.053223
	Iteration 6Q: 3 clusters Score -2.165351e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -21659996.000000 Penalty: 5989.053223
	Iteration 7F: 3 clusters Score -2.166e+07 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133806 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -21670092.000000 Penalty: 5989.053223
	Iteration 8F: 3 clusters Score -2.167009e+07 nChanged 15173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148975 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -21683906.000000 Penalty: 5989.053223
	Iteration 9F: 3 clusters Score -2.168391e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162142 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -21696496.000000 Penalty: 5989.053223
	Iteration 10F: 3 clusters Score -2.16965e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -21703584.000000 Penalty: 5989.053223
	Iteration 11Q: 3 clusters Score -2.170358e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173392 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21706508.000000 Penalty: 5989.053223
	Iteration 12Q: 3 clusters Score -2.170651e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174516 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21707656.000000 Penalty: 5989.053223
	Iteration 13Q: 3 clusters Score -2.170766e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174849 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21707984.000000 Penalty: 5989.053223
	Iteration 14Q: 3 clusters Score -2.170798e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174956 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21708106.000000 Penalty: 5989.053223
	Iteration 15Q: 3 clusters Score -2.170811e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174996 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21708172.000000 Penalty: 5989.053223
	Iteration 16Q: 3 clusters Score -2.170817e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175022 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21708228.000000 Penalty: 5989.053223
	Iteration 17Q: 3 clusters Score -2.170823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175032 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -21708234.000000 Penalty: 5989.053223
	Iteration 18Q: 3 clusters Score -2.170823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175045 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21708254.000000 Penalty: 5989.053223
	Iteration 19Q: 3 clusters Score -2.170825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175049 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21708258.000000 Penalty: 5989.053223
	Iteration 20F: 3 clusters Score -2.170826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175049 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21708270.000000 Penalty: 5989.053223
	Iteration 21Q: 3 clusters Score -2.170827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175058 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21708256.000000 Penalty: 5989.053223
	Iteration 22Q: 3 clusters Score -2.170826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21708274.000000 Penalty: 5989.053223
	Iteration 23Q: 3 clusters Score -2.170827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21708272.000000 Penalty: 5989.053223
	Iteration 24Q: 3 clusters Score -2.170827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175061 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21708282.000000 Penalty: 5989.053223
	Iteration 25Q: 3 clusters Score -2.170828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175060 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -21708296.000000 Penalty: 5989.053223
	Iteration 26Q: 3 clusters Score -2.17083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175062 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21708282.000000 Penalty: 5989.053223
	Iteration 27Q: 3 clusters Score -2.170828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21708290.000000 Penalty: 5989.053223
	Iteration 28Q: 3 clusters Score -2.170829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21708296.000000 Penalty: 5989.053223
	Iteration 29Q: 3 clusters Score -2.17083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21708288.000000 Penalty: 5989.053223
	Iteration 30Q: 3 clusters Score -2.170829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175064 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21708288.000000 Penalty: 5989.053223
	Iteration 31F: 3 clusters Score -2.170829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (227666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227666 members 
Entering Unmasked Estep 
Score: -28044118.000000 Penalty: 3059.237549
	Iteration 0F: 2 clusters Score -2.804412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114281 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -27905940.000000 Penalty: 6118.475098
	Iteration 0F: 3 clusters Score -2.790594e+07 nChanged 109263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122678 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -27970260.000000 Penalty: 6118.475098
	Iteration 1F: 3 clusters Score -2.797026e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127454 members 
Mstep: Class 2 contains 100212 members 
Entering Unmasked Estep 
Score: -27971842.000000 Penalty: 6118.475098
	Iteration 2Q: 3 clusters Score -2.797184e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -27974618.000000 Penalty: 6118.475098
	Iteration 3Q: 3 clusters Score -2.797462e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -27980632.000000 Penalty: 6118.475098
	Iteration 4F: 3 clusters Score -2.798063e+07 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163585 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -27991384.000000 Penalty: 6118.475098
	Iteration 5F: 3 clusters Score -2.799138e+07 nChanged 21134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -28006380.000000 Penalty: 6118.475098
	Iteration 6F: 3 clusters Score -2.800638e+07 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204493 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -28021048.000000 Penalty: 6118.475098
	Iteration 7F: 3 clusters Score -2.802105e+07 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217638 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -28031782.000000 Penalty: 6118.475098
	Iteration 8F: 3 clusters Score -2.803178e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223946 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -28037566.000000 Penalty: 6118.475098
	Iteration 9Q: 3 clusters Score -2.803757e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226265 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -28039750.000000 Penalty: 6118.475098
	Iteration 10Q: 3 clusters Score -2.803975e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227017 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -28040590.000000 Penalty: 6118.475098
	Iteration 11Q: 3 clusters Score -2.804059e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227250 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -28040910.000000 Penalty: 6118.475098
	Iteration 12Q: 3 clusters Score -2.804091e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227327 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -28041014.000000 Penalty: 6118.475098
	Iteration 13Q: 3 clusters Score -2.804101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28041078.000000 Penalty: 6118.475098
	Iteration 14Q: 3 clusters Score -2.804108e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227382 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28041156.000000 Penalty: 6118.475098
	Iteration 15Q: 3 clusters Score -2.804116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227390 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28041166.000000 Penalty: 6118.475098
	Iteration 16Q: 3 clusters Score -2.804117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227397 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -28041186.000000 Penalty: 6118.475098
	Iteration 17Q: 3 clusters Score -2.804119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28041194.000000 Penalty: 6118.475098
	Iteration 18Q: 3 clusters Score -2.804119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227408 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28041194.000000 Penalty: 6118.475098
	Iteration 19Q: 3 clusters Score -2.804119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227408 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28041198.000000 Penalty: 6118.475098
	Iteration 20F: 3 clusters Score -2.80412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227408 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28041204.000000 Penalty: 6118.475098
	Iteration 21Q: 3 clusters Score -2.80412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28041190.000000 Penalty: 6118.475098
	Iteration 22Q: 3 clusters Score -2.804119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -28041190.000000 Penalty: 6118.475098
	Iteration 23F: 3 clusters Score -2.804119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (144723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144723 members 
Entering Unmasked Estep 
Score: -17973170.000000 Penalty: 2946.879150
	Iteration 0F: 2 clusters Score -1.797317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 72037 members 
Entering Unmasked Estep 
Score: -17876134.000000 Penalty: 5893.758301
	Iteration 0F: 3 clusters Score -1.787613e+07 nChanged 69172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -17916988.000000 Penalty: 5893.758301
	Iteration 1F: 3 clusters Score -1.791699e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 67595 members 
Entering Unmasked Estep 
Score: -17918412.000000 Penalty: 5893.758301
	Iteration 2Q: 3 clusters Score -1.791841e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -17920216.000000 Penalty: 5893.758301
	Iteration 3Q: 3 clusters Score -1.792022e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83783 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -17922640.000000 Penalty: 5893.758301
	Iteration 4Q: 3 clusters Score -1.792264e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -17926254.000000 Penalty: 5893.758301
	Iteration 5Q: 3 clusters Score -1.792625e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -17932082.000000 Penalty: 5893.758301
	Iteration 6F: 3 clusters Score -1.793208e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -17940070.000000 Penalty: 5893.758301
	Iteration 7F: 3 clusters Score -1.794007e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -17949414.000000 Penalty: 5893.758301
	Iteration 8F: 3 clusters Score -1.794941e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127000 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -17957438.000000 Penalty: 5893.758301
	Iteration 9F: 3 clusters Score -1.795744e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133695 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -17963260.000000 Penalty: 5893.758301
	Iteration 10Q: 3 clusters Score -1.796326e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137940 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -17966568.000000 Penalty: 5893.758301
	Iteration 11Q: 3 clusters Score -1.796657e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140423 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -17968438.000000 Penalty: 5893.758301
	Iteration 12Q: 3 clusters Score -1.796844e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141806 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -17969466.000000 Penalty: 5893.758301
	Iteration 13Q: 3 clusters Score -1.796947e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142570 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17969990.000000 Penalty: 5893.758301
	Iteration 14Q: 3 clusters Score -1.796999e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -17970230.000000 Penalty: 5893.758301
	Iteration 15Q: 3 clusters Score -1.797023e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143211 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -17970378.000000 Penalty: 5893.758301
	Iteration 16Q: 3 clusters Score -1.797038e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -17970492.000000 Penalty: 5893.758301
	Iteration 17Q: 3 clusters Score -1.797049e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143480 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17970560.000000 Penalty: 5893.758301
	Iteration 18Q: 3 clusters Score -1.797056e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143558 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17970588.000000 Penalty: 5893.758301
	Iteration 19Q: 3 clusters Score -1.797059e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143630 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17970604.000000 Penalty: 5893.758301
	Iteration 20F: 3 clusters Score -1.79706e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -17970650.000000 Penalty: 5893.758301
	Iteration 21Q: 3 clusters Score -1.797065e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -17970682.000000 Penalty: 5893.758301
	Iteration 22Q: 3 clusters Score -1.797068e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143757 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -17970714.000000 Penalty: 5893.758301
	Iteration 23Q: 3 clusters Score -1.797071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143786 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17970742.000000 Penalty: 5893.758301
	Iteration 24Q: 3 clusters Score -1.797074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -17970762.000000 Penalty: 5893.758301
	Iteration 25Q: 3 clusters Score -1.797076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -17970770.000000 Penalty: 5893.758301
	Iteration 26Q: 3 clusters Score -1.797077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143844 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17970760.000000 Penalty: 5893.758301
	Iteration 27Q: 3 clusters Score -1.797076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143858 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -17970778.000000 Penalty: 5893.758301
	Iteration 28Q: 3 clusters Score -1.797078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143872 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -17970792.000000 Penalty: 5893.758301
	Iteration 29Q: 3 clusters Score -1.797079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143876 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17970802.000000 Penalty: 5893.758301
	Iteration 30Q: 3 clusters Score -1.79708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143887 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17970822.000000 Penalty: 5893.758301
	Iteration 31Q: 3 clusters Score -1.797082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17970830.000000 Penalty: 5893.758301
	Iteration 32Q: 3 clusters Score -1.797083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143896 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -17970830.000000 Penalty: 5893.758301
	Iteration 33Q: 3 clusters Score -1.797083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143899 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17970820.000000 Penalty: 5893.758301
	Iteration 34Q: 3 clusters Score -1.797082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17970824.000000 Penalty: 5893.758301
	Iteration 35Q: 3 clusters Score -1.797082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17970828.000000 Penalty: 5893.758301
	Iteration 36Q: 3 clusters Score -1.797083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17970838.000000 Penalty: 5893.758301
	Iteration 37Q: 3 clusters Score -1.797084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143904 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -17970842.000000 Penalty: 5893.758301
	Iteration 38Q: 3 clusters Score -1.797084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17970836.000000 Penalty: 5893.758301
	Iteration 39Q: 3 clusters Score -1.797084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143905 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -17970836.000000 Penalty: 5893.758301
	Iteration 40F: 3 clusters Score -1.797084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17970842.000000 Penalty: 5893.758301
	Iteration 41Q: 3 clusters Score -1.797084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17970838.000000 Penalty: 5893.758301
	Iteration 42Q: 3 clusters Score -1.797084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17970840.000000 Penalty: 5893.758301
	Iteration 43Q: 3 clusters Score -1.797084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -17970836.000000 Penalty: 5893.758301
	Iteration 44Q: 3 clusters Score -1.797084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17970834.000000 Penalty: 5893.758301
	Iteration 45Q: 3 clusters Score -1.797083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -17970840.000000 Penalty: 5893.758301
	Iteration 46Q: 3 clusters Score -1.797084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17970842.000000 Penalty: 5893.758301
	Iteration 47Q: 3 clusters Score -1.797084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17970848.000000 Penalty: 5893.758301
	Iteration 48Q: 3 clusters Score -1.797085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143914 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -17970868.000000 Penalty: 5893.758301
	Iteration 49Q: 3 clusters Score -1.797087e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143923 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -17970864.000000 Penalty: 5893.758301
	Iteration 50Q: 3 clusters Score -1.797086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143928 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -17970866.000000 Penalty: 5893.758301
	Iteration 51Q: 3 clusters Score -1.797087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17970870.000000 Penalty: 5893.758301
	Iteration 52Q: 3 clusters Score -1.797087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143935 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -17970860.000000 Penalty: 5893.758301
	Iteration 53Q: 3 clusters Score -1.797086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143941 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17970864.000000 Penalty: 5893.758301
	Iteration 54Q: 3 clusters Score -1.797086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143947 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -17970864.000000 Penalty: 5893.758301
	Iteration 55Q: 3 clusters Score -1.797086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -17970864.000000 Penalty: 5893.758301
	Iteration 56Q: 3 clusters Score -1.797086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17970856.000000 Penalty: 5893.758301
	Iteration 57Q: 3 clusters Score -1.797086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -17970862.000000 Penalty: 5893.758301
	Iteration 58Q: 3 clusters Score -1.797086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17970860.000000 Penalty: 5893.758301
	Iteration 59Q: 3 clusters Score -1.797086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17970864.000000 Penalty: 5893.758301
	Iteration 60F: 3 clusters Score -1.797086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17970866.000000 Penalty: 5893.758301
	Iteration 61Q: 3 clusters Score -1.797087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17970866.000000 Penalty: 5893.758301
	Iteration 62F: 3 clusters Score -1.797087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -111967.710938 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -111967.7 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 507 members 
Entering Unmasked Estep 
Score: -110011.773438 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -110011.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110305.218750 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -110305.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110391.539062 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -110391.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110425.882812 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -110425.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -110461.851562 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -110461.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -110483.304688 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -110483.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110506.812500 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -110506.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110537.335938 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -110537.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110558.343750 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -110558.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110574.039062 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -110574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110596.218750 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -110596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110611.531250 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -110611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110628.992188 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -110629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110640.531250 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -110640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110648.890625 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -110648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110662.437500 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -110662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110684.218750 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -110684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110702.007812 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -110702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110721.328125 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -110721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110737.468750 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -110737.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110753.351562 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -110753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110763.140625 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -110763.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110771.507812 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -110771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -110783.617188 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -110783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110790.789062 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -110790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -110804.132812 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -110804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -110811.382812 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -110811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110815.875000 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -110815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110818.289062 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -110818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -110823.976562 Penalty: 3432.653076
	Iteration 29Q: 3 clusters Score -110824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110830.945312 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -110830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110837.226562 Penalty: 3432.653076
	Iteration 31Q: 3 clusters Score -110837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110850.187500 Penalty: 3432.653076
	Iteration 32Q: 3 clusters Score -110850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -110859.546875 Penalty: 3432.653076
	Iteration 33Q: 3 clusters Score -110859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -110872.601562 Penalty: 3432.653076
	Iteration 34Q: 3 clusters Score -110872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110887.460938 Penalty: 3432.653076
	Iteration 35Q: 3 clusters Score -110887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110919.250000 Penalty: 3432.653076
	Iteration 36Q: 3 clusters Score -110919.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111019.859375 Penalty: 3432.653076
	Iteration 37Q: 3 clusters Score -111019.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111250.617188 Penalty: 3432.653076
	Iteration 38Q: 3 clusters Score -111250.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111565.593750 Penalty: 3432.653076
	Iteration 39Q: 3 clusters Score -111565.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111915.351562 Penalty: 3432.653076
	Iteration 40F: 3 clusters Score -111915.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -112043.703125 Penalty: 3432.653076
	Iteration 41Q: 3 clusters Score -112043.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112125.375000 Penalty: 3432.653076
	Iteration 42Q: 3 clusters Score -112125.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112222.359375 Penalty: 3432.653076
	Iteration 43Q: 3 clusters Score -112222.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112327.546875 Penalty: 3432.653076
	Iteration 44Q: 3 clusters Score -112327.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112351.804688 Penalty: 3432.653076
	Iteration 45Q: 3 clusters Score -112351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112355.437500 Penalty: 3432.653076
	Iteration 46Q: 3 clusters Score -112355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112359.242188 Penalty: 3432.653076
	Iteration 47Q: 3 clusters Score -112359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112359.242188 Penalty: 3432.653076
	Iteration 48F: 3 clusters Score -112359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 72429 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 62804 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 24426 members 
Mstep: Class 7 contains 149011 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175431 members 
Mstep: Class 13 contains 54997 members 
Mstep: Class 14 contains 38874 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 175379 members 
Mstep: Class 19 contains 227666 members 
Mstep: Class 20 contains 144723 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 68734 members 
Mstep: Class 24 contains 56548 members 
Mstep: Class 25 contains 10505 members 
Mstep: Class 26 contains 8491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28670 members 
Mstep: Class 29 contains 174679 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 533 members 
Mstep: Class 32 contains 434 members 
Entering Unmasked Estep 
Score: -194738880.000000 Penalty: 113428.515625
Splitting cluster 21 changes total score from -194740208.000000 to -194738880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (43320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Entering Unmasked Estep 
Score: -5393017.000000 Penalty: 2647.739746
	Iteration 0F: 2 clusters Score -5393017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -5363572.500000 Penalty: 5295.479492
	Iteration 0F: 3 clusters Score -5363572 nChanged 19995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5374656.500000 Penalty: 5295.479492
	Iteration 1F: 3 clusters Score -5374656 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -5375220.500000 Penalty: 5295.479492
	Iteration 2Q: 3 clusters Score -5375220 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5375873.000000 Penalty: 5295.479492
	Iteration 3Q: 3 clusters Score -5375873 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -5376707.500000 Penalty: 5295.479492
	Iteration 4Q: 3 clusters Score -5376708 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -5377846.000000 Penalty: 5295.479492
	Iteration 5Q: 3 clusters Score -5377846 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -5379426.500000 Penalty: 5295.479492
	Iteration 6F: 3 clusters Score -5379426 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -5381654.000000 Penalty: 5295.479492
	Iteration 7F: 3 clusters Score -5381654 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -5384408.500000 Penalty: 5295.479492
	Iteration 8F: 3 clusters Score -5384408 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5387113.500000 Penalty: 5295.479492
	Iteration 9F: 3 clusters Score -5387114 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -5388980.000000 Penalty: 5295.479492
	Iteration 10Q: 3 clusters Score -5388980 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5389921.000000 Penalty: 5295.479492
	Iteration 11Q: 3 clusters Score -5389921 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5390290.500000 Penalty: 5295.479492
	Iteration 12Q: 3 clusters Score -5390290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5390443.000000 Penalty: 5295.479492
	Iteration 13Q: 3 clusters Score -5390443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -5390541.000000 Penalty: 5295.479492
	Iteration 14Q: 3 clusters Score -5390541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -5390585.500000 Penalty: 5295.479492
	Iteration 15Q: 3 clusters Score -5390586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -5390614.500000 Penalty: 5295.479492
	Iteration 16Q: 3 clusters Score -5390614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5390641.000000 Penalty: 5295.479492
	Iteration 17Q: 3 clusters Score -5390641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5390652.000000 Penalty: 5295.479492
	Iteration 18Q: 3 clusters Score -5390652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -5390667.000000 Penalty: 5295.479492
	Iteration 19Q: 3 clusters Score -5390667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5390673.000000 Penalty: 5295.479492
	Iteration 20F: 3 clusters Score -5390673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5390675.000000 Penalty: 5295.479492
	Iteration 21Q: 3 clusters Score -5390675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -5390677.000000 Penalty: 5295.479492
	Iteration 22Q: 3 clusters Score -5390677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5390679.500000 Penalty: 5295.479492
	Iteration 23Q: 3 clusters Score -5390680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5390683.000000 Penalty: 5295.479492
	Iteration 24Q: 3 clusters Score -5390683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5390683.500000 Penalty: 5295.479492
	Iteration 25Q: 3 clusters Score -5390684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5390689.000000 Penalty: 5295.479492
	Iteration 26Q: 3 clusters Score -5390689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5390691.500000 Penalty: 5295.479492
	Iteration 27Q: 3 clusters Score -5390692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5390691.500000 Penalty: 5295.479492
	Iteration 28F: 3 clusters Score -5390692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (68734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Entering Unmasked Estep 
Score: -8559882.000000 Penalty: 2762.223877
	Iteration 0F: 2 clusters Score -8559882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8513750.000000 Penalty: 5524.447754
	Iteration 0F: 3 clusters Score -8513750 nChanged 32029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -8531810.000000 Penalty: 5524.447754
	Iteration 1F: 3 clusters Score -8531810 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -8532442.000000 Penalty: 5524.447754
	Iteration 2Q: 3 clusters Score -8532442 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -8533414.000000 Penalty: 5524.447754
	Iteration 3Q: 3 clusters Score -8533414 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -8534936.000000 Penalty: 5524.447754
	Iteration 4Q: 3 clusters Score -8534936 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8537720.000000 Penalty: 5524.447754
	Iteration 5F: 3 clusters Score -8537720 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -8542167.000000 Penalty: 5524.447754
	Iteration 6F: 3 clusters Score -8542167 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -8547778.000000 Penalty: 5524.447754
	Iteration 7F: 3 clusters Score -8547778 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -8552536.000000 Penalty: 5524.447754
	Iteration 8F: 3 clusters Score -8552536 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8555438.000000 Penalty: 5524.447754
	Iteration 9Q: 3 clusters Score -8555438 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8556836.000000 Penalty: 5524.447754
	Iteration 10Q: 3 clusters Score -8556836 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8557447.000000 Penalty: 5524.447754
	Iteration 11Q: 3 clusters Score -8557447 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8557718.000000 Penalty: 5524.447754
	Iteration 12Q: 3 clusters Score -8557718 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8557901.000000 Penalty: 5524.447754
	Iteration 13Q: 3 clusters Score -8557901 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8557966.000000 Penalty: 5524.447754
	Iteration 14Q: 3 clusters Score -8557966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8558009.000000 Penalty: 5524.447754
	Iteration 15Q: 3 clusters Score -8558009 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8558024.000000 Penalty: 5524.447754
	Iteration 16Q: 3 clusters Score -8558024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8558057.000000 Penalty: 5524.447754
	Iteration 17Q: 3 clusters Score -8558057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8558057.000000 Penalty: 5524.447754
	Iteration 18Q: 3 clusters Score -8558057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8558057.000000 Penalty: 5524.447754
	Iteration 19Q: 3 clusters Score -8558057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8558076.000000 Penalty: 5524.447754
	Iteration 20F: 3 clusters Score -8558076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8558078.000000 Penalty: 5524.447754
	Iteration 21Q: 3 clusters Score -8558078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8558088.000000 Penalty: 5524.447754
	Iteration 22Q: 3 clusters Score -8558088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8558098.000000 Penalty: 5524.447754
	Iteration 23Q: 3 clusters Score -8558098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8558100.000000 Penalty: 5524.447754
	Iteration 24Q: 3 clusters Score -8558100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8558096.000000 Penalty: 5524.447754
	Iteration 25Q: 3 clusters Score -8558096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8558112.000000 Penalty: 5524.447754
	Iteration 26Q: 3 clusters Score -8558112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8558126.000000 Penalty: 5524.447754
	Iteration 27Q: 3 clusters Score -8558126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8558127.000000 Penalty: 5524.447754
	Iteration 28Q: 3 clusters Score -8558127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -8558130.000000 Penalty: 5524.447754
	Iteration 29Q: 3 clusters Score -8558130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8558119.000000 Penalty: 5524.447754
	Iteration 30Q: 3 clusters Score -8558119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8558119.000000 Penalty: 5524.447754
	Iteration 31Q: 3 clusters Score -8558119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8558111.000000 Penalty: 5524.447754
	Iteration 32Q: 3 clusters Score -8558111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8558107.000000 Penalty: 5524.447754
	Iteration 33Q: 3 clusters Score -8558107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8558107.000000 Penalty: 5524.447754
	Iteration 34F: 3 clusters Score -8558107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (56548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Entering Unmasked Estep 
Score: -6927248.500000 Penalty: 2713.825684
	Iteration 0F: 2 clusters Score -6927248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -6889248.500000 Penalty: 5427.651367
	Iteration 0F: 3 clusters Score -6889248 nChanged 26177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -6903970.000000 Penalty: 5427.651367
	Iteration 1F: 3 clusters Score -6903970 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6904737.500000 Penalty: 5427.651367
	Iteration 2Q: 3 clusters Score -6904738 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -6905623.500000 Penalty: 5427.651367
	Iteration 3Q: 3 clusters Score -6905624 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -6906794.500000 Penalty: 5427.651367
	Iteration 4Q: 3 clusters Score -6906794 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -6908593.000000 Penalty: 5427.651367
	Iteration 5F: 3 clusters Score -6908593 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -6911350.500000 Penalty: 5427.651367
	Iteration 6F: 3 clusters Score -6911350 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -6914879.500000 Penalty: 5427.651367
	Iteration 7F: 3 clusters Score -6914880 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6918141.000000 Penalty: 5427.651367
	Iteration 8F: 3 clusters Score -6918141 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -6920600.000000 Penalty: 5427.651367
	Iteration 9Q: 3 clusters Score -6920600 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 52223 members 
Entering Unmasked Estep 
Score: -6922048.500000 Penalty: 5427.651367
	Iteration 10Q: 3 clusters Score -6922048 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -6922961.000000 Penalty: 5427.651367
	Iteration 11Q: 3 clusters Score -6922961 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -6923583.500000 Penalty: 5427.651367
	Iteration 12Q: 3 clusters Score -6923584 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6924015.500000 Penalty: 5427.651367
	Iteration 13Q: 3 clusters Score -6924016 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -6924265.500000 Penalty: 5427.651367
	Iteration 14Q: 3 clusters Score -6924266 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -6924434.000000 Penalty: 5427.651367
	Iteration 15Q: 3 clusters Score -6924434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -6924553.000000 Penalty: 5427.651367
	Iteration 16Q: 3 clusters Score -6924553 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -6924650.000000 Penalty: 5427.651367
	Iteration 17Q: 3 clusters Score -6924650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -6924694.000000 Penalty: 5427.651367
	Iteration 18Q: 3 clusters Score -6924694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -6924726.000000 Penalty: 5427.651367
	Iteration 19Q: 3 clusters Score -6924726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -6924770.000000 Penalty: 5427.651367
	Iteration 20F: 3 clusters Score -6924770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -6924807.500000 Penalty: 5427.651367
	Iteration 21Q: 3 clusters Score -6924808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -6924833.000000 Penalty: 5427.651367
	Iteration 22Q: 3 clusters Score -6924833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -6924836.000000 Penalty: 5427.651367
	Iteration 23Q: 3 clusters Score -6924836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -6924853.000000 Penalty: 5427.651367
	Iteration 24Q: 3 clusters Score -6924853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -6924861.000000 Penalty: 5427.651367
	Iteration 25Q: 3 clusters Score -6924861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -6924873.000000 Penalty: 5427.651367
	Iteration 26Q: 3 clusters Score -6924873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -6924879.000000 Penalty: 5427.651367
	Iteration 27Q: 3 clusters Score -6924879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -6924887.500000 Penalty: 5427.651367
	Iteration 28Q: 3 clusters Score -6924888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -6924883.500000 Penalty: 5427.651367
	Iteration 29Q: 3 clusters Score -6924884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -6924883.500000 Penalty: 5427.651367
	Iteration 30Q: 3 clusters Score -6924884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -6924894.500000 Penalty: 5427.651367
	Iteration 31Q: 3 clusters Score -6924894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -6924896.000000 Penalty: 5427.651367
	Iteration 32Q: 3 clusters Score -6924896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -6924907.000000 Penalty: 5427.651367
	Iteration 33Q: 3 clusters Score -6924907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -6924917.500000 Penalty: 5427.651367
	Iteration 34Q: 3 clusters Score -6924918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -6924920.000000 Penalty: 5427.651367
	Iteration 35Q: 3 clusters Score -6924920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -6924927.000000 Penalty: 5427.651367
	Iteration 36Q: 3 clusters Score -6924927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -6924927.000000 Penalty: 5427.651367
	Iteration 37Q: 3 clusters Score -6924927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -6924930.500000 Penalty: 5427.651367
	Iteration 38Q: 3 clusters Score -6924930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 55993 members 
Entering Unmasked Estep 
Score: -6924933.500000 Penalty: 5427.651367
	Iteration 39Q: 3 clusters Score -6924934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -6924935.000000 Penalty: 5427.651367
	Iteration 40F: 3 clusters Score -6924935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -6924945.500000 Penalty: 5427.651367
	Iteration 41Q: 3 clusters Score -6924946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -6924947.500000 Penalty: 5427.651367
	Iteration 42Q: 3 clusters Score -6924948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -6924945.500000 Penalty: 5427.651367
	Iteration 43Q: 3 clusters Score -6924946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -6924945.500000 Penalty: 5427.651367
	Iteration 44F: 3 clusters Score -6924946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Entering Unmasked Estep 
Score: -1275694.250000 Penalty: 2296.382324
	Iteration 0F: 2 clusters Score -1275694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1267739.500000 Penalty: 4592.764648
	Iteration 0F: 3 clusters Score -1267740 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1270058.875000 Penalty: 4592.764648
	Iteration 1F: 3 clusters Score -1270059 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1270524.875000 Penalty: 4592.764648
	Iteration 2F: 3 clusters Score -1270525 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1270964.500000 Penalty: 4592.764648
	Iteration 3F: 3 clusters Score -1270964 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1271392.750000 Penalty: 4592.764648
	Iteration 4F: 3 clusters Score -1271393 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1271820.375000 Penalty: 4592.764648
	Iteration 5F: 3 clusters Score -1271820 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1272256.125000 Penalty: 4592.764648
	Iteration 6F: 3 clusters Score -1272256 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1272639.250000 Penalty: 4592.764648
	Iteration 7F: 3 clusters Score -1272639 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1272939.250000 Penalty: 4592.764648
	Iteration 8Q: 3 clusters Score -1272939 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1273178.750000 Penalty: 4592.764648
	Iteration 9Q: 3 clusters Score -1273179 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1273372.375000 Penalty: 4592.764648
	Iteration 10Q: 3 clusters Score -1273372 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1273526.250000 Penalty: 4592.764648
	Iteration 11Q: 3 clusters Score -1273526 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1273646.625000 Penalty: 4592.764648
	Iteration 12Q: 3 clusters Score -1273647 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1273758.750000 Penalty: 4592.764648
	Iteration 13Q: 3 clusters Score -1273759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1273856.375000 Penalty: 4592.764648
	Iteration 14Q: 3 clusters Score -1273856 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1273928.500000 Penalty: 4592.764648
	Iteration 15Q: 3 clusters Score -1273928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1273984.250000 Penalty: 4592.764648
	Iteration 16Q: 3 clusters Score -1273984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1274058.625000 Penalty: 4592.764648
	Iteration 17Q: 3 clusters Score -1274059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1274114.000000 Penalty: 4592.764648
	Iteration 18Q: 3 clusters Score -1274114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1274165.375000 Penalty: 4592.764648
	Iteration 19Q: 3 clusters Score -1274165 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1274218.500000 Penalty: 4592.764648
	Iteration 20F: 3 clusters Score -1274218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1274263.875000 Penalty: 4592.764648
	Iteration 21Q: 3 clusters Score -1274264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1274303.750000 Penalty: 4592.764648
	Iteration 22Q: 3 clusters Score -1274304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1274322.375000 Penalty: 4592.764648
	Iteration 23Q: 3 clusters Score -1274322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1274332.375000 Penalty: 4592.764648
	Iteration 24Q: 3 clusters Score -1274332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1274338.750000 Penalty: 4592.764648
	Iteration 25Q: 3 clusters Score -1274339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1274342.875000 Penalty: 4592.764648
	Iteration 26Q: 3 clusters Score -1274343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1274347.375000 Penalty: 4592.764648
	Iteration 27Q: 3 clusters Score -1274347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1274347.875000 Penalty: 4592.764648
	Iteration 28Q: 3 clusters Score -1274348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1274349.375000 Penalty: 4592.764648
	Iteration 29Q: 3 clusters Score -1274349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1274349.125000 Penalty: 4592.764648
	Iteration 30Q: 3 clusters Score -1274349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1274350.125000 Penalty: 4592.764648
	Iteration 31Q: 3 clusters Score -1274350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1274350.125000 Penalty: 4592.764648
	Iteration 32F: 3 clusters Score -1274350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -966263.187500 Penalty: 2243.597168
	Iteration 0F: 2 clusters Score -966263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -959586.062500 Penalty: 4487.194336
	Iteration 0F: 3 clusters Score -959586.1 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -961644.812500 Penalty: 4487.194336
	Iteration 1F: 3 clusters Score -961644.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -962171.500000 Penalty: 4487.194336
	Iteration 2F: 3 clusters Score -962171.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -962503.437500 Penalty: 4487.194336
	Iteration 3F: 3 clusters Score -962503.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -962753.562500 Penalty: 4487.194336
	Iteration 4Q: 3 clusters Score -962753.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -963006.437500 Penalty: 4487.194336
	Iteration 5Q: 3 clusters Score -963006.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -963228.250000 Penalty: 4487.194336
	Iteration 6Q: 3 clusters Score -963228.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -963415.187500 Penalty: 4487.194336
	Iteration 7Q: 3 clusters Score -963415.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -963582.375000 Penalty: 4487.194336
	Iteration 8Q: 3 clusters Score -963582.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -963725.312500 Penalty: 4487.194336
	Iteration 9Q: 3 clusters Score -963725.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -963851.750000 Penalty: 4487.194336
	Iteration 10Q: 3 clusters Score -963851.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -963973.312500 Penalty: 4487.194336
	Iteration 11Q: 3 clusters Score -963973.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -964107.812500 Penalty: 4487.194336
	Iteration 12Q: 3 clusters Score -964107.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -964228.500000 Penalty: 4487.194336
	Iteration 13Q: 3 clusters Score -964228.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -964336.812500 Penalty: 4487.194336
	Iteration 14Q: 3 clusters Score -964336.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -964437.812500 Penalty: 4487.194336
	Iteration 15Q: 3 clusters Score -964437.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -964538.187500 Penalty: 4487.194336
	Iteration 16Q: 3 clusters Score -964538.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -964634.125000 Penalty: 4487.194336
	Iteration 17Q: 3 clusters Score -964634.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -964723.187500 Penalty: 4487.194336
	Iteration 18Q: 3 clusters Score -964723.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -964787.625000 Penalty: 4487.194336
	Iteration 19Q: 3 clusters Score -964787.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -964837.687500 Penalty: 4487.194336
	Iteration 20F: 3 clusters Score -964837.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -964872.062500 Penalty: 4487.194336
	Iteration 21Q: 3 clusters Score -964872.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -964914.437500 Penalty: 4487.194336
	Iteration 22Q: 3 clusters Score -964914.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -964945.812500 Penalty: 4487.194336
	Iteration 23Q: 3 clusters Score -964945.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -964975.312500 Penalty: 4487.194336
	Iteration 24Q: 3 clusters Score -964975.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -964994.812500 Penalty: 4487.194336
	Iteration 25Q: 3 clusters Score -964994.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -965020.062500 Penalty: 4487.194336
	Iteration 26Q: 3 clusters Score -965020.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -965050.500000 Penalty: 4487.194336
	Iteration 27Q: 3 clusters Score -965050.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -965075.375000 Penalty: 4487.194336
	Iteration 28Q: 3 clusters Score -965075.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -965103.000000 Penalty: 4487.194336
	Iteration 29Q: 3 clusters Score -965103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -965134.250000 Penalty: 4487.194336
	Iteration 30Q: 3 clusters Score -965134.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -965165.562500 Penalty: 4487.194336
	Iteration 31Q: 3 clusters Score -965165.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -965187.250000 Penalty: 4487.194336
	Iteration 32Q: 3 clusters Score -965187.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -965195.375000 Penalty: 4487.194336
	Iteration 33Q: 3 clusters Score -965195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -965204.875000 Penalty: 4487.194336
	Iteration 34Q: 3 clusters Score -965204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -965211.562500 Penalty: 4487.194336
	Iteration 35Q: 3 clusters Score -965211.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -965215.562500 Penalty: 4487.194336
	Iteration 36Q: 3 clusters Score -965215.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -965218.875000 Penalty: 4487.194336
	Iteration 37Q: 3 clusters Score -965218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -965220.625000 Penalty: 4487.194336
	Iteration 38Q: 3 clusters Score -965220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -965221.187500 Penalty: 4487.194336
	Iteration 39Q: 3 clusters Score -965221.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -965227.187500 Penalty: 4487.194336
	Iteration 40F: 3 clusters Score -965227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -965227.812500 Penalty: 4487.194336
	Iteration 41Q: 3 clusters Score -965227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -965230.062500 Penalty: 4487.194336
	Iteration 42Q: 3 clusters Score -965230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -965230.875000 Penalty: 4487.194336
	Iteration 43Q: 3 clusters Score -965230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -965232.000000 Penalty: 4487.194336
	Iteration 44Q: 3 clusters Score -965232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -965232.812500 Penalty: 4487.194336
	Iteration 45Q: 3 clusters Score -965232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -965232.812500 Penalty: 4487.194336
	Iteration 46F: 3 clusters Score -965232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -84594.882812 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -84594.88 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 373 members 
Entering Unmasked Estep 
Score: -82872.796875 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -82872.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83057.703125 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -83057.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83121.023438 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -83121.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83165.601562 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -83165.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83194.046875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -83194.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83210.007812 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -83210.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83220.085938 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -83220.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83239.093750 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -83239.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83255.296875 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -83255.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83262.015625 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -83262.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83269.210938 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -83269.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83276.023438 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -83276.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83280.437500 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -83280.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83282.179688 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -83282.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83285.585938 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -83285.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83287.718750 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -83287.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83288.460938 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -83288.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83288.460938 Penalty: 3284.877197
	Iteration 17F: 3 clusters Score -83288.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -3481272.250000 Penalty: 2545.374512
	Iteration 0F: 2 clusters Score -3481272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3461479.000000 Penalty: 5090.749023
	Iteration 0F: 3 clusters Score -3461479 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3468541.000000 Penalty: 5090.749023
	Iteration 1F: 3 clusters Score -3468541 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3469378.500000 Penalty: 5090.749023
	Iteration 2F: 3 clusters Score -3469378 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3470385.750000 Penalty: 5090.749023
	Iteration 3F: 3 clusters Score -3470386 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3471470.000000 Penalty: 5090.749023
	Iteration 4F: 3 clusters Score -3471470 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3472566.250000 Penalty: 5090.749023
	Iteration 5F: 3 clusters Score -3472566 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -3473721.250000 Penalty: 5090.749023
	Iteration 6F: 3 clusters Score -3473721 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3474925.000000 Penalty: 5090.749023
	Iteration 7F: 3 clusters Score -3474925 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3476009.250000 Penalty: 5090.749023
	Iteration 8F: 3 clusters Score -3476009 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3476777.250000 Penalty: 5090.749023
	Iteration 9Q: 3 clusters Score -3476777 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3477289.750000 Penalty: 5090.749023
	Iteration 10Q: 3 clusters Score -3477290 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3477738.500000 Penalty: 5090.749023
	Iteration 11Q: 3 clusters Score -3477738 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3478000.750000 Penalty: 5090.749023
	Iteration 12Q: 3 clusters Score -3478001 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -3478197.750000 Penalty: 5090.749023
	Iteration 13Q: 3 clusters Score -3478198 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -3478344.750000 Penalty: 5090.749023
	Iteration 14Q: 3 clusters Score -3478345 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3478442.000000 Penalty: 5090.749023
	Iteration 15Q: 3 clusters Score -3478442 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3478535.750000 Penalty: 5090.749023
	Iteration 16Q: 3 clusters Score -3478536 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3478591.250000 Penalty: 5090.749023
	Iteration 17Q: 3 clusters Score -3478591 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -3478628.250000 Penalty: 5090.749023
	Iteration 18Q: 3 clusters Score -3478628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3478664.750000 Penalty: 5090.749023
	Iteration 19Q: 3 clusters Score -3478665 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3478697.250000 Penalty: 5090.749023
	Iteration 20F: 3 clusters Score -3478697 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3478728.500000 Penalty: 5090.749023
	Iteration 21Q: 3 clusters Score -3478728 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3478768.000000 Penalty: 5090.749023
	Iteration 22Q: 3 clusters Score -3478768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3478831.250000 Penalty: 5090.749023
	Iteration 23Q: 3 clusters Score -3478831 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3478897.750000 Penalty: 5090.749023
	Iteration 24Q: 3 clusters Score -3478898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3478939.500000 Penalty: 5090.749023
	Iteration 25Q: 3 clusters Score -3478940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3478973.750000 Penalty: 5090.749023
	Iteration 26Q: 3 clusters Score -3478974 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -3479010.750000 Penalty: 5090.749023
	Iteration 27Q: 3 clusters Score -3479011 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3479041.500000 Penalty: 5090.749023
	Iteration 28Q: 3 clusters Score -3479042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3479087.750000 Penalty: 5090.749023
	Iteration 29Q: 3 clusters Score -3479088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3479123.000000 Penalty: 5090.749023
	Iteration 30Q: 3 clusters Score -3479123 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3479168.000000 Penalty: 5090.749023
	Iteration 31Q: 3 clusters Score -3479168 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3479182.500000 Penalty: 5090.749023
	Iteration 32Q: 3 clusters Score -3479182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3479208.500000 Penalty: 5090.749023
	Iteration 33Q: 3 clusters Score -3479208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3479227.250000 Penalty: 5090.749023
	Iteration 34Q: 3 clusters Score -3479227 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3479254.500000 Penalty: 5090.749023
	Iteration 35Q: 3 clusters Score -3479254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3479280.500000 Penalty: 5090.749023
	Iteration 36Q: 3 clusters Score -3479280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3479296.250000 Penalty: 5090.749023
	Iteration 37Q: 3 clusters Score -3479296 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3479318.000000 Penalty: 5090.749023
	Iteration 38Q: 3 clusters Score -3479318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3479337.500000 Penalty: 5090.749023
	Iteration 39Q: 3 clusters Score -3479338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3479342.000000 Penalty: 5090.749023
	Iteration 40F: 3 clusters Score -3479342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3479361.000000 Penalty: 5090.749023
	Iteration 41Q: 3 clusters Score -3479361 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3479380.750000 Penalty: 5090.749023
	Iteration 42Q: 3 clusters Score -3479381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3479391.500000 Penalty: 5090.749023
	Iteration 43Q: 3 clusters Score -3479392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3479398.750000 Penalty: 5090.749023
	Iteration 44Q: 3 clusters Score -3479399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3479400.500000 Penalty: 5090.749023
	Iteration 45Q: 3 clusters Score -3479400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3479415.000000 Penalty: 5090.749023
	Iteration 46Q: 3 clusters Score -3479415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3479422.250000 Penalty: 5090.749023
	Iteration 47Q: 3 clusters Score -3479422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3479426.750000 Penalty: 5090.749023
	Iteration 48Q: 3 clusters Score -3479427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3479428.750000 Penalty: 5090.749023
	Iteration 49Q: 3 clusters Score -3479429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3479440.750000 Penalty: 5090.749023
	Iteration 50Q: 3 clusters Score -3479441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3479443.250000 Penalty: 5090.749023
	Iteration 51Q: 3 clusters Score -3479443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3479456.000000 Penalty: 5090.749023
	Iteration 52Q: 3 clusters Score -3479456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3479470.750000 Penalty: 5090.749023
	Iteration 53Q: 3 clusters Score -3479471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3479479.000000 Penalty: 5090.749023
	Iteration 54Q: 3 clusters Score -3479479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3479487.000000 Penalty: 5090.749023
	Iteration 55Q: 3 clusters Score -3479487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3479500.250000 Penalty: 5090.749023
	Iteration 56Q: 3 clusters Score -3479500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3479499.000000 Penalty: 5090.749023
	Iteration 57Q: 3 clusters Score -3479499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3479506.250000 Penalty: 5090.749023
	Iteration 58Q: 3 clusters Score -3479506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3479500.000000 Penalty: 5090.749023
	Iteration 59Q: 3 clusters Score -3479500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3479505.750000 Penalty: 5090.749023
	Iteration 60F: 3 clusters Score -3479506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3479519.250000 Penalty: 5090.749023
	Iteration 61Q: 3 clusters Score -3479519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3479516.500000 Penalty: 5090.749023
	Iteration 62Q: 3 clusters Score -3479516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3479521.500000 Penalty: 5090.749023
	Iteration 63Q: 3 clusters Score -3479522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3479529.000000 Penalty: 5090.749023
	Iteration 64Q: 3 clusters Score -3479529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3479529.500000 Penalty: 5090.749023
	Iteration 65Q: 3 clusters Score -3479530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3479535.000000 Penalty: 5090.749023
	Iteration 66Q: 3 clusters Score -3479535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3479555.500000 Penalty: 5090.749023
	Iteration 67Q: 3 clusters Score -3479556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3479556.250000 Penalty: 5090.749023
	Iteration 68Q: 3 clusters Score -3479556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -3479564.000000 Penalty: 5090.749023
	Iteration 69Q: 3 clusters Score -3479564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3479561.750000 Penalty: 5090.749023
	Iteration 70Q: 3 clusters Score -3479562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3479563.250000 Penalty: 5090.749023
	Iteration 71Q: 3 clusters Score -3479563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3479566.750000 Penalty: 5090.749023
	Iteration 72Q: 3 clusters Score -3479567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3479561.000000 Penalty: 5090.749023
	Iteration 73Q: 3 clusters Score -3479561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3479568.500000 Penalty: 5090.749023
	Iteration 74Q: 3 clusters Score -3479568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3479571.500000 Penalty: 5090.749023
	Iteration 75Q: 3 clusters Score -3479572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3479573.750000 Penalty: 5090.749023
	Iteration 76Q: 3 clusters Score -3479574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3479573.000000 Penalty: 5090.749023
	Iteration 77Q: 3 clusters Score -3479573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3479577.750000 Penalty: 5090.749023
	Iteration 78Q: 3 clusters Score -3479578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3479577.500000 Penalty: 5090.749023
	Iteration 79Q: 3 clusters Score -3479578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3479583.250000 Penalty: 5090.749023
	Iteration 80F: 3 clusters Score -3479583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3479584.500000 Penalty: 5090.749023
	Iteration 81Q: 3 clusters Score -3479584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3479590.250000 Penalty: 5090.749023
	Iteration 82Q: 3 clusters Score -3479590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3479592.250000 Penalty: 5090.749023
	Iteration 83Q: 3 clusters Score -3479592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3479597.250000 Penalty: 5090.749023
	Iteration 84Q: 3 clusters Score -3479597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3479598.750000 Penalty: 5090.749023
	Iteration 85Q: 3 clusters Score -3479599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3479596.750000 Penalty: 5090.749023
	Iteration 86Q: 3 clusters Score -3479597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3479595.750000 Penalty: 5090.749023
	Iteration 87Q: 3 clusters Score -3479596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3479596.500000 Penalty: 5090.749023
	Iteration 88Q: 3 clusters Score -3479596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3479595.750000 Penalty: 5090.749023
	Iteration 89Q: 3 clusters Score -3479596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3479595.000000 Penalty: 5090.749023
	Iteration 90Q: 3 clusters Score -3479595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3479594.250000 Penalty: 5090.749023
	Iteration 91Q: 3 clusters Score -3479594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3479602.000000 Penalty: 5090.749023
	Iteration 92Q: 3 clusters Score -3479602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3479598.500000 Penalty: 5090.749023
	Iteration 93Q: 3 clusters Score -3479598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3479594.750000 Penalty: 5090.749023
	Iteration 94Q: 3 clusters Score -3479595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3479597.250000 Penalty: 5090.749023
	Iteration 95Q: 3 clusters Score -3479597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3479598.000000 Penalty: 5090.749023
	Iteration 96Q: 3 clusters Score -3479598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3479601.250000 Penalty: 5090.749023
	Iteration 97Q: 3 clusters Score -3479601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3479598.500000 Penalty: 5090.749023
	Iteration 98Q: 3 clusters Score -3479598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3479599.500000 Penalty: 5090.749023
	Iteration 99Q: 3 clusters Score -3479600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3479600.750000 Penalty: 5090.749023
	Iteration 100F: 3 clusters Score -3479601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3479603.500000 Penalty: 5090.749023
	Iteration 101Q: 3 clusters Score -3479604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3479603.250000 Penalty: 5090.749023
	Iteration 102Q: 3 clusters Score -3479603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3479600.250000 Penalty: 5090.749023
	Iteration 103Q: 3 clusters Score -3479600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3479600.250000 Penalty: 5090.749023
	Iteration 104F: 3 clusters Score -3479600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (174679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174679 members 
Entering Unmasked Estep 
Score: -21462278.000000 Penalty: 2993.534912
	Iteration 0F: 2 clusters Score -2.146228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -21346648.000000 Penalty: 5987.069824
	Iteration 0F: 3 clusters Score -2.134665e+07 nChanged 83609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 85247 members 
Entering Unmasked Estep 
Score: -21395002.000000 Penalty: 5987.069824
	Iteration 1F: 3 clusters Score -2.1395e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -21395914.000000 Penalty: 5987.069824
	Iteration 2Q: 3 clusters Score -2.139591e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -21396906.000000 Penalty: 5987.069824
	Iteration 3Q: 3 clusters Score -2.139691e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 79279 members 
Entering Unmasked Estep 
Score: -21398094.000000 Penalty: 5987.069824
	Iteration 4Q: 3 clusters Score -2.139809e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99718 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -21400074.000000 Penalty: 5987.069824
	Iteration 5Q: 3 clusters Score -2.140007e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106155 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -21403274.000000 Penalty: 5987.069824
	Iteration 6Q: 3 clusters Score -2.140327e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115225 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -21409316.000000 Penalty: 5987.069824
	Iteration 7F: 3 clusters Score -2.140932e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -21418318.000000 Penalty: 5987.069824
	Iteration 8F: 3 clusters Score -2.141832e+07 nChanged 13255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140104 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -21430340.000000 Penalty: 5987.069824
	Iteration 9F: 3 clusters Score -2.143034e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151916 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -21441346.000000 Penalty: 5987.069824
	Iteration 10F: 3 clusters Score -2.144135e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160272 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -21449030.000000 Penalty: 5987.069824
	Iteration 11Q: 3 clusters Score -2.144903e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165693 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -21453664.000000 Penalty: 5987.069824
	Iteration 12Q: 3 clusters Score -2.145366e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -21456320.000000 Penalty: 5987.069824
	Iteration 13Q: 3 clusters Score -2.145632e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171073 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -21457686.000000 Penalty: 5987.069824
	Iteration 14Q: 3 clusters Score -2.145769e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172216 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21458534.000000 Penalty: 5987.069824
	Iteration 15Q: 3 clusters Score -2.145853e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172883 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -21459022.000000 Penalty: 5987.069824
	Iteration 16Q: 3 clusters Score -2.145902e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21459264.000000 Penalty: 5987.069824
	Iteration 17Q: 3 clusters Score -2.145926e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21459428.000000 Penalty: 5987.069824
	Iteration 18Q: 3 clusters Score -2.145943e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173650 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -21459536.000000 Penalty: 5987.069824
	Iteration 19Q: 3 clusters Score -2.145954e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173760 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -21459592.000000 Penalty: 5987.069824
	Iteration 20F: 3 clusters Score -2.145959e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21459642.000000 Penalty: 5987.069824
	Iteration 21Q: 3 clusters Score -2.145964e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173891 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -21459672.000000 Penalty: 5987.069824
	Iteration 22Q: 3 clusters Score -2.145967e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21459688.000000 Penalty: 5987.069824
	Iteration 23Q: 3 clusters Score -2.145969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173955 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -21459708.000000 Penalty: 5987.069824
	Iteration 24Q: 3 clusters Score -2.145971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -21459736.000000 Penalty: 5987.069824
	Iteration 25Q: 3 clusters Score -2.145974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174000 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21459742.000000 Penalty: 5987.069824
	Iteration 26Q: 3 clusters Score -2.145974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174017 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21459774.000000 Penalty: 5987.069824
	Iteration 27Q: 3 clusters Score -2.145977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21459760.000000 Penalty: 5987.069824
	Iteration 28Q: 3 clusters Score -2.145976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -21459774.000000 Penalty: 5987.069824
	Iteration 29Q: 3 clusters Score -2.145977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174035 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21459788.000000 Penalty: 5987.069824
	Iteration 30Q: 3 clusters Score -2.145979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -21459802.000000 Penalty: 5987.069824
	Iteration 31Q: 3 clusters Score -2.14598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21459798.000000 Penalty: 5987.069824
	Iteration 32Q: 3 clusters Score -2.14598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174037 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -21459798.000000 Penalty: 5987.069824
	Iteration 33F: 3 clusters Score -2.14598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -604143.812500 Penalty: 2109.821533
	Iteration 0F: 2 clusters Score -604143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -599562.812500 Penalty: 4219.643066
	Iteration 0F: 3 clusters Score -599562.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -600684.250000 Penalty: 4219.643066
	Iteration 1F: 3 clusters Score -600684.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -600946.375000 Penalty: 4219.643066
	Iteration 2F: 3 clusters Score -600946.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -601136.750000 Penalty: 4219.643066
	Iteration 3F: 3 clusters Score -601136.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -601276.875000 Penalty: 4219.643066
	Iteration 4Q: 3 clusters Score -601276.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -601371.500000 Penalty: 4219.643066
	Iteration 5Q: 3 clusters Score -601371.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -601445.687500 Penalty: 4219.643066
	Iteration 6Q: 3 clusters Score -601445.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -601496.812500 Penalty: 4219.643066
	Iteration 7Q: 3 clusters Score -601496.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -601550.500000 Penalty: 4219.643066
	Iteration 8Q: 3 clusters Score -601550.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -601594.250000 Penalty: 4219.643066
	Iteration 9Q: 3 clusters Score -601594.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -601622.187500 Penalty: 4219.643066
	Iteration 10Q: 3 clusters Score -601622.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -601653.562500 Penalty: 4219.643066
	Iteration 11Q: 3 clusters Score -601653.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -601673.812500 Penalty: 4219.643066
	Iteration 12Q: 3 clusters Score -601673.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -601690.375000 Penalty: 4219.643066
	Iteration 13Q: 3 clusters Score -601690.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -601707.750000 Penalty: 4219.643066
	Iteration 14Q: 3 clusters Score -601707.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -601719.500000 Penalty: 4219.643066
	Iteration 15Q: 3 clusters Score -601719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -601729.875000 Penalty: 4219.643066
	Iteration 16Q: 3 clusters Score -601729.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -601740.562500 Penalty: 4219.643066
	Iteration 17Q: 3 clusters Score -601740.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -601754.000000 Penalty: 4219.643066
	Iteration 18Q: 3 clusters Score -601754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -601763.187500 Penalty: 4219.643066
	Iteration 19Q: 3 clusters Score -601763.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -601772.312500 Penalty: 4219.643066
	Iteration 20F: 3 clusters Score -601772.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -601782.875000 Penalty: 4219.643066
	Iteration 21Q: 3 clusters Score -601782.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -601790.375000 Penalty: 4219.643066
	Iteration 22Q: 3 clusters Score -601790.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -601799.625000 Penalty: 4219.643066
	Iteration 23Q: 3 clusters Score -601799.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -601808.812500 Penalty: 4219.643066
	Iteration 24Q: 3 clusters Score -601808.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -601818.062500 Penalty: 4219.643066
	Iteration 25Q: 3 clusters Score -601818.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -601824.062500 Penalty: 4219.643066
	Iteration 26Q: 3 clusters Score -601824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -601830.250000 Penalty: 4219.643066
	Iteration 27Q: 3 clusters Score -601830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -601836.062500 Penalty: 4219.643066
	Iteration 28Q: 3 clusters Score -601836.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -601845.687500 Penalty: 4219.643066
	Iteration 29Q: 3 clusters Score -601845.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -601852.750000 Penalty: 4219.643066
	Iteration 30Q: 3 clusters Score -601852.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -601858.125000 Penalty: 4219.643066
	Iteration 31Q: 3 clusters Score -601858.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -601865.500000 Penalty: 4219.643066
	Iteration 32Q: 3 clusters Score -601865.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -601872.875000 Penalty: 4219.643066
	Iteration 33Q: 3 clusters Score -601872.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -601882.000000 Penalty: 4219.643066
	Iteration 34Q: 3 clusters Score -601882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -601888.062500 Penalty: 4219.643066
	Iteration 35Q: 3 clusters Score -601888.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -601895.062500 Penalty: 4219.643066
	Iteration 36Q: 3 clusters Score -601895.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -601900.937500 Penalty: 4219.643066
	Iteration 37Q: 3 clusters Score -601900.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -601908.312500 Penalty: 4219.643066
	Iteration 38Q: 3 clusters Score -601908.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -601913.687500 Penalty: 4219.643066
	Iteration 39Q: 3 clusters Score -601913.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -601919.625000 Penalty: 4219.643066
	Iteration 40F: 3 clusters Score -601919.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -601925.187500 Penalty: 4219.643066
	Iteration 41Q: 3 clusters Score -601925.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -601929.937500 Penalty: 4219.643066
	Iteration 42Q: 3 clusters Score -601929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -601932.062500 Penalty: 4219.643066
	Iteration 43Q: 3 clusters Score -601932.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -601932.312500 Penalty: 4219.643066
	Iteration 44Q: 3 clusters Score -601932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -601935.687500 Penalty: 4219.643066
	Iteration 45Q: 3 clusters Score -601935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -601936.875000 Penalty: 4219.643066
	Iteration 46Q: 3 clusters Score -601936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -601939.437500 Penalty: 4219.643066
	Iteration 47Q: 3 clusters Score -601939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -601940.625000 Penalty: 4219.643066
	Iteration 48Q: 3 clusters Score -601940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -601944.312500 Penalty: 4219.643066
	Iteration 49Q: 3 clusters Score -601944.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -601945.312500 Penalty: 4219.643066
	Iteration 50Q: 3 clusters Score -601945.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -601947.500000 Penalty: 4219.643066
	Iteration 51Q: 3 clusters Score -601947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -601949.437500 Penalty: 4219.643066
	Iteration 52Q: 3 clusters Score -601949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -601951.562500 Penalty: 4219.643066
	Iteration 53Q: 3 clusters Score -601951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -601953.000000 Penalty: 4219.643066
	Iteration 54Q: 3 clusters Score -601953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -601954.500000 Penalty: 4219.643066
	Iteration 55Q: 3 clusters Score -601954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -601954.875000 Penalty: 4219.643066
	Iteration 56Q: 3 clusters Score -601954.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -601959.000000 Penalty: 4219.643066
	Iteration 57Q: 3 clusters Score -601959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -601960.375000 Penalty: 4219.643066
	Iteration 58Q: 3 clusters Score -601960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -601962.687500 Penalty: 4219.643066
	Iteration 59Q: 3 clusters Score -601962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -601964.750000 Penalty: 4219.643066
	Iteration 60F: 3 clusters Score -601964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -601967.312500 Penalty: 4219.643066
	Iteration 61Q: 3 clusters Score -601967.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -601967.625000 Penalty: 4219.643066
	Iteration 62Q: 3 clusters Score -601967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -601967.375000 Penalty: 4219.643066
	Iteration 63Q: 3 clusters Score -601967.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -601968.812500 Penalty: 4219.643066
	Iteration 64Q: 3 clusters Score -601968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -601970.062500 Penalty: 4219.643066
	Iteration 65Q: 3 clusters Score -601970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -601970.937500 Penalty: 4219.643066
	Iteration 66Q: 3 clusters Score -601970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -601970.062500 Penalty: 4219.643066
	Iteration 67Q: 3 clusters Score -601970.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -601971.937500 Penalty: 4219.643066
	Iteration 68Q: 3 clusters Score -601971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -601972.375000 Penalty: 4219.643066
	Iteration 69Q: 3 clusters Score -601972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -601972.375000 Penalty: 4219.643066
	Iteration 70F: 3 clusters Score -601972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -60987.417969 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -60987.42 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 278 members 
Entering Unmasked Estep 
Score: -59437.898438 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -59437.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59636.312500 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -59636.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59698.714844 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -59698.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59727.832031 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -59727.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59746.214844 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -59746.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59747.066406 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -59747.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59747.066406 Penalty: 3114.146729
	Iteration 6F: 3 clusters Score -59747.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 72429 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 62804 members 
Mstep: Class 5 contains 63158 members 
Mstep: Class 6 contains 24426 members 
Mstep: Class 7 contains 149011 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175431 members 
Mstep: Class 13 contains 54997 members 
Mstep: Class 14 contains 38874 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 175379 members 
Mstep: Class 19 contains 227666 members 
Mstep: Class 20 contains 144723 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43320 members 
Mstep: Class 23 contains 68734 members 
Mstep: Class 24 contains 56548 members 
Mstep: Class 25 contains 10505 members 
Mstep: Class 26 contains 8491 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28670 members 
Mstep: Class 29 contains 174679 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740224.000000 Penalty: 109883.875000
Iteration 439Q: 32 clusters Score -1.947402e+08 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 72278 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 62745 members 
Mstep: Class 5 contains 63144 members 
Mstep: Class 6 contains 24415 members 
Mstep: Class 7 contains 149149 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175280 members 
Mstep: Class 13 contains 54976 members 
Mstep: Class 14 contains 38899 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 175316 members 
Mstep: Class 19 contains 228027 members 
Mstep: Class 20 contains 144642 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43240 members 
Mstep: Class 23 contains 68673 members 
Mstep: Class 24 contains 56627 members 
Mstep: Class 25 contains 10500 members 
Mstep: Class 26 contains 8484 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28730 members 
Mstep: Class 29 contains 174691 members 
Mstep: Class 30 contains 4994 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740416.000000 Penalty: 109883.875000
Iteration 440F: 32 clusters Score -1.947404e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 72168 members 
Mstep: Class 3 contains 5807 members 
Mstep: Class 4 contains 62694 members 
Mstep: Class 5 contains 63134 members 
Mstep: Class 6 contains 24390 members 
Mstep: Class 7 contains 149326 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175175 members 
Mstep: Class 13 contains 54949 members 
Mstep: Class 14 contains 38923 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 175148 members 
Mstep: Class 19 contains 228433 members 
Mstep: Class 20 contains 144563 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43165 members 
Mstep: Class 23 contains 68612 members 
Mstep: Class 24 contains 56700 members 
Mstep: Class 25 contains 10497 members 
Mstep: Class 26 contains 8478 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28770 members 
Mstep: Class 29 contains 174683 members 
Mstep: Class 30 contains 5013 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740624.000000 Penalty: 109883.875000
Iteration 441Q: 32 clusters Score -1.947406e+08 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 72055 members 
Mstep: Class 3 contains 5805 members 
Mstep: Class 4 contains 62631 members 
Mstep: Class 5 contains 63120 members 
Mstep: Class 6 contains 24374 members 
Mstep: Class 7 contains 149538 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 175088 members 
Mstep: Class 13 contains 54938 members 
Mstep: Class 14 contains 38950 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 174985 members 
Mstep: Class 19 contains 228782 members 
Mstep: Class 20 contains 144476 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43107 members 
Mstep: Class 23 contains 68541 members 
Mstep: Class 24 contains 56771 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 8461 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28793 members 
Mstep: Class 29 contains 174698 members 
Mstep: Class 30 contains 5039 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740416.000000 Penalty: 109883.875000
Iteration 442Q: 32 clusters Score -1.947404e+08 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 71942 members 
Mstep: Class 3 contains 5803 members 
Mstep: Class 4 contains 62576 members 
Mstep: Class 5 contains 63113 members 
Mstep: Class 6 contains 24375 members 
Mstep: Class 7 contains 149803 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 175098 members 
Mstep: Class 13 contains 54941 members 
Mstep: Class 14 contains 38966 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 174669 members 
Mstep: Class 19 contains 229020 members 
Mstep: Class 20 contains 144456 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 43043 members 
Mstep: Class 23 contains 68500 members 
Mstep: Class 24 contains 56830 members 
Mstep: Class 25 contains 10506 members 
Mstep: Class 26 contains 8433 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28798 members 
Mstep: Class 29 contains 174726 members 
Mstep: Class 30 contains 5061 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740384.000000 Penalty: 109883.875000
Iteration 443Q: 32 clusters Score -1.947404e+08 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 71826 members 
Mstep: Class 3 contains 5802 members 
Mstep: Class 4 contains 62526 members 
Mstep: Class 5 contains 63093 members 
Mstep: Class 6 contains 24380 members 
Mstep: Class 7 contains 150061 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 948 members 
Mstep: Class 12 contains 175132 members 
Mstep: Class 13 contains 54946 members 
Mstep: Class 14 contains 38983 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 174327 members 
Mstep: Class 19 contains 229234 members 
Mstep: Class 20 contains 144469 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42985 members 
Mstep: Class 23 contains 68454 members 
Mstep: Class 24 contains 56887 members 
Mstep: Class 25 contains 10502 members 
Mstep: Class 26 contains 8413 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28801 members 
Mstep: Class 29 contains 174762 members 
Mstep: Class 30 contains 5079 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740224.000000 Penalty: 109883.875000
Iteration 444Q: 32 clusters Score -1.947402e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 71734 members 
Mstep: Class 3 contains 5801 members 
Mstep: Class 4 contains 62465 members 
Mstep: Class 5 contains 63082 members 
Mstep: Class 6 contains 24347 members 
Mstep: Class 7 contains 150303 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 949 members 
Mstep: Class 12 contains 175164 members 
Mstep: Class 13 contains 54968 members 
Mstep: Class 14 contains 39004 members 
Mstep: Class 15 contains 2781 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 174087 members 
Mstep: Class 19 contains 229397 members 
Mstep: Class 20 contains 144494 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42933 members 
Mstep: Class 23 contains 68401 members 
Mstep: Class 24 contains 56937 members 
Mstep: Class 25 contains 10504 members 
Mstep: Class 26 contains 8388 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 174779 members 
Mstep: Class 30 contains 5089 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740512.000000 Penalty: 109883.875000
Iteration 445Q: 32 clusters Score -1.947405e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 71624 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 62397 members 
Mstep: Class 5 contains 63060 members 
Mstep: Class 6 contains 24325 members 
Mstep: Class 7 contains 150609 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 175167 members 
Mstep: Class 13 contains 54992 members 
Mstep: Class 14 contains 39028 members 
Mstep: Class 15 contains 2766 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 173779 members 
Mstep: Class 19 contains 229533 members 
Mstep: Class 20 contains 144583 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42873 members 
Mstep: Class 23 contains 68339 members 
Mstep: Class 24 contains 56982 members 
Mstep: Class 25 contains 10506 members 
Mstep: Class 26 contains 8370 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28801 members 
Mstep: Class 29 contains 174824 members 
Mstep: Class 30 contains 5093 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740576.000000 Penalty: 109883.875000
Iteration 446Q: 32 clusters Score -1.947406e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 71531 members 
Mstep: Class 3 contains 5799 members 
Mstep: Class 4 contains 62323 members 
Mstep: Class 5 contains 63044 members 
Mstep: Class 6 contains 24330 members 
Mstep: Class 7 contains 150916 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 175191 members 
Mstep: Class 13 contains 54998 members 
Mstep: Class 14 contains 39048 members 
Mstep: Class 15 contains 2752 members 
Mstep: Class 16 contains 6756 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 173482 members 
Mstep: Class 19 contains 229643 members 
Mstep: Class 20 contains 144667 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42814 members 
Mstep: Class 23 contains 68254 members 
Mstep: Class 24 contains 57030 members 
Mstep: Class 25 contains 10512 members 
Mstep: Class 26 contains 8356 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28792 members 
Mstep: Class 29 contains 174866 members 
Mstep: Class 30 contains 5105 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740576.000000 Penalty: 109883.875000
Iteration 447Q: 32 clusters Score -1.947406e+08 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 71442 members 
Mstep: Class 3 contains 5796 members 
Mstep: Class 4 contains 62253 members 
Mstep: Class 5 contains 63024 members 
Mstep: Class 6 contains 24306 members 
Mstep: Class 7 contains 151206 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 175244 members 
Mstep: Class 13 contains 55015 members 
Mstep: Class 14 contains 39063 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 173279 members 
Mstep: Class 19 contains 229779 members 
Mstep: Class 20 contains 144665 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42749 members 
Mstep: Class 23 contains 68165 members 
Mstep: Class 24 contains 57078 members 
Mstep: Class 25 contains 10522 members 
Mstep: Class 26 contains 8344 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28780 members 
Mstep: Class 29 contains 174894 members 
Mstep: Class 30 contains 5120 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740736.000000 Penalty: 109883.875000
Iteration 448Q: 32 clusters Score -1.947407e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 71395 members 
Mstep: Class 3 contains 5793 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 63008 members 
Mstep: Class 6 contains 24285 members 
Mstep: Class 7 contains 151473 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 175260 members 
Mstep: Class 13 contains 55017 members 
Mstep: Class 14 contains 39081 members 
Mstep: Class 15 contains 2709 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 173106 members 
Mstep: Class 19 contains 229891 members 
Mstep: Class 20 contains 144672 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42702 members 
Mstep: Class 23 contains 68100 members 
Mstep: Class 24 contains 57126 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 8331 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28734 members 
Mstep: Class 29 contains 174926 members 
Mstep: Class 30 contains 5131 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740816.000000 Penalty: 109883.875000
Iteration 449Q: 32 clusters Score -1.947408e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 71345 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 62129 members 
Mstep: Class 5 contains 62989 members 
Mstep: Class 6 contains 24278 members 
Mstep: Class 7 contains 151744 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 950 members 
Mstep: Class 12 contains 175252 members 
Mstep: Class 13 contains 55016 members 
Mstep: Class 14 contains 39091 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 172980 members 
Mstep: Class 19 contains 229986 members 
Mstep: Class 20 contains 144657 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42679 members 
Mstep: Class 23 contains 68029 members 
Mstep: Class 24 contains 57170 members 
Mstep: Class 25 contains 10534 members 
Mstep: Class 26 contains 8324 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28691 members 
Mstep: Class 29 contains 174934 members 
Mstep: Class 30 contains 5141 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741088.000000 Penalty: 109883.875000
Iteration 450Q: 32 clusters Score -1.947411e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 71265 members 
Mstep: Class 3 contains 5788 members 
Mstep: Class 4 contains 62027 members 
Mstep: Class 5 contains 62973 members 
Mstep: Class 6 contains 24275 members 
Mstep: Class 7 contains 152071 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 175255 members 
Mstep: Class 13 contains 55015 members 
Mstep: Class 14 contains 39119 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 6762 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 172823 members 
Mstep: Class 19 contains 230138 members 
Mstep: Class 20 contains 144594 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42616 members 
Mstep: Class 23 contains 67964 members 
Mstep: Class 24 contains 57220 members 
Mstep: Class 25 contains 10543 members 
Mstep: Class 26 contains 8316 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28694 members 
Mstep: Class 29 contains 174932 members 
Mstep: Class 30 contains 5152 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741264.000000 Penalty: 109883.875000
Iteration 451Q: 32 clusters Score -1.947413e+08 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 71159 members 
Mstep: Class 3 contains 5785 members 
Mstep: Class 4 contains 61960 members 
Mstep: Class 5 contains 62947 members 
Mstep: Class 6 contains 24269 members 
Mstep: Class 7 contains 152407 members 
Mstep: Class 8 contains 1125 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 175234 members 
Mstep: Class 13 contains 55023 members 
Mstep: Class 14 contains 39139 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 6763 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 172606 members 
Mstep: Class 19 contains 230257 members 
Mstep: Class 20 contains 144608 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42541 members 
Mstep: Class 23 contains 67905 members 
Mstep: Class 24 contains 57267 members 
Mstep: Class 25 contains 10551 members 
Mstep: Class 26 contains 8316 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28714 members 
Mstep: Class 29 contains 174942 members 
Mstep: Class 30 contains 5172 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 452Q: 32 clusters Score -1.947412e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 71069 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 61895 members 
Mstep: Class 5 contains 62921 members 
Mstep: Class 6 contains 24262 members 
Mstep: Class 7 contains 152859 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 175161 members 
Mstep: Class 13 contains 55013 members 
Mstep: Class 14 contains 39180 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 172298 members 
Mstep: Class 19 contains 230294 members 
Mstep: Class 20 contains 144678 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42487 members 
Mstep: Class 23 contains 67852 members 
Mstep: Class 24 contains 57315 members 
Mstep: Class 25 contains 10573 members 
Mstep: Class 26 contains 8309 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28693 members 
Mstep: Class 29 contains 174978 members 
Mstep: Class 30 contains 5202 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741744.000000 Penalty: 109883.875000
Iteration 453Q: 32 clusters Score -1.947417e+08 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 70972 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 61817 members 
Mstep: Class 5 contains 62896 members 
Mstep: Class 6 contains 24244 members 
Mstep: Class 7 contains 153387 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 175115 members 
Mstep: Class 13 contains 55012 members 
Mstep: Class 14 contains 39212 members 
Mstep: Class 15 contains 2628 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 171897 members 
Mstep: Class 19 contains 230356 members 
Mstep: Class 20 contains 144741 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42442 members 
Mstep: Class 23 contains 67804 members 
Mstep: Class 24 contains 57365 members 
Mstep: Class 25 contains 10582 members 
Mstep: Class 26 contains 8305 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28694 members 
Mstep: Class 29 contains 174997 members 
Mstep: Class 30 contains 5215 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 454Q: 32 clusters Score -1.947415e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 70867 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 61738 members 
Mstep: Class 5 contains 62874 members 
Mstep: Class 6 contains 24241 members 
Mstep: Class 7 contains 154020 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 175105 members 
Mstep: Class 13 contains 54993 members 
Mstep: Class 14 contains 39245 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 6772 members 
Mstep: Class 17 contains 2071 members 
Mstep: Class 18 contains 171494 members 
Mstep: Class 19 contains 230340 members 
Mstep: Class 20 contains 144731 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42401 members 
Mstep: Class 23 contains 67740 members 
Mstep: Class 24 contains 57415 members 
Mstep: Class 25 contains 10603 members 
Mstep: Class 26 contains 8298 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28699 members 
Mstep: Class 29 contains 175030 members 
Mstep: Class 30 contains 5228 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 455Q: 32 clusters Score -1.947421e+08 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 70764 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 61662 members 
Mstep: Class 5 contains 62849 members 
Mstep: Class 6 contains 24220 members 
Mstep: Class 7 contains 154778 members 
Mstep: Class 8 contains 1126 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 175014 members 
Mstep: Class 13 contains 54985 members 
Mstep: Class 14 contains 39278 members 
Mstep: Class 15 contains 2595 members 
Mstep: Class 16 contains 6770 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 171065 members 
Mstep: Class 19 contains 230370 members 
Mstep: Class 20 contains 144709 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42344 members 
Mstep: Class 23 contains 67702 members 
Mstep: Class 24 contains 57466 members 
Mstep: Class 25 contains 10613 members 
Mstep: Class 26 contains 8292 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28699 members 
Mstep: Class 29 contains 175032 members 
Mstep: Class 30 contains 5237 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741584.000000 Penalty: 109883.875000
Iteration 456Q: 32 clusters Score -1.947416e+08 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 70697 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 61586 members 
Mstep: Class 5 contains 62821 members 
Mstep: Class 6 contains 24199 members 
Mstep: Class 7 contains 155639 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 174911 members 
Mstep: Class 13 contains 54969 members 
Mstep: Class 14 contains 39294 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 2069 members 
Mstep: Class 18 contains 170531 members 
Mstep: Class 19 contains 230419 members 
Mstep: Class 20 contains 144623 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42271 members 
Mstep: Class 23 contains 67652 members 
Mstep: Class 24 contains 57519 members 
Mstep: Class 25 contains 10617 members 
Mstep: Class 26 contains 8293 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28761 members 
Mstep: Class 29 contains 175039 members 
Mstep: Class 30 contains 5252 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741792.000000 Penalty: 109883.875000
Iteration 457Q: 32 clusters Score -1.947418e+08 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 70639 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 61471 members 
Mstep: Class 5 contains 62786 members 
Mstep: Class 6 contains 24175 members 
Mstep: Class 7 contains 156613 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2540 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 174799 members 
Mstep: Class 13 contains 54959 members 
Mstep: Class 14 contains 39314 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 169866 members 
Mstep: Class 19 contains 230505 members 
Mstep: Class 20 contains 144566 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42204 members 
Mstep: Class 23 contains 67604 members 
Mstep: Class 24 contains 57572 members 
Mstep: Class 25 contains 10624 members 
Mstep: Class 26 contains 8299 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28800 members 
Mstep: Class 29 contains 175043 members 
Mstep: Class 30 contains 5271 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742256.000000 Penalty: 109883.875000
Iteration 458Q: 32 clusters Score -1.947423e+08 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 70549 members 
Mstep: Class 3 contains 5775 members 
Mstep: Class 4 contains 61322 members 
Mstep: Class 5 contains 62753 members 
Mstep: Class 6 contains 24158 members 
Mstep: Class 7 contains 157689 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 174627 members 
Mstep: Class 13 contains 54959 members 
Mstep: Class 14 contains 39329 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 169260 members 
Mstep: Class 19 contains 230550 members 
Mstep: Class 20 contains 144521 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42128 members 
Mstep: Class 23 contains 67546 members 
Mstep: Class 24 contains 57625 members 
Mstep: Class 25 contains 10635 members 
Mstep: Class 26 contains 8303 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28836 members 
Mstep: Class 29 contains 175053 members 
Mstep: Class 30 contains 5295 members 
Mstep: Class 31 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743312.000000 Penalty: 109883.875000
Iteration 459Q: 32 clusters Score -1.947433e+08 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 70425 members 
Mstep: Class 3 contains 5770 members 
Mstep: Class 4 contains 61197 members 
Mstep: Class 5 contains 62715 members 
Mstep: Class 6 contains 24143 members 
Mstep: Class 7 contains 158907 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 174447 members 
Mstep: Class 13 contains 54923 members 
Mstep: Class 14 contains 39341 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 168535 members 
Mstep: Class 19 contains 230561 members 
Mstep: Class 20 contains 144555 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 42026 members 
Mstep: Class 23 contains 67476 members 
Mstep: Class 24 contains 57685 members 
Mstep: Class 25 contains 10641 members 
Mstep: Class 26 contains 8301 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28885 members 
Mstep: Class 29 contains 175074 members 
Mstep: Class 30 contains 5318 members 
Mstep: Class 31 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743296.000000 Penalty: 109883.875000
Iteration 460F: 32 clusters Score -1.947433e+08 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 70319 members 
Mstep: Class 3 contains 5764 members 
Mstep: Class 4 contains 61054 members 
Mstep: Class 5 contains 62677 members 
Mstep: Class 6 contains 24123 members 
Mstep: Class 7 contains 160144 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2541 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 174210 members 
Mstep: Class 13 contains 54875 members 
Mstep: Class 14 contains 39354 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 167831 members 
Mstep: Class 19 contains 230539 members 
Mstep: Class 20 contains 144629 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41927 members 
Mstep: Class 23 contains 67410 members 
Mstep: Class 24 contains 57745 members 
Mstep: Class 25 contains 10650 members 
Mstep: Class 26 contains 8308 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28959 members 
Mstep: Class 29 contains 175077 members 
Mstep: Class 30 contains 5341 members 
Mstep: Class 31 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743248.000000 Penalty: 109883.875000
Iteration 461Q: 32 clusters Score -1.947432e+08 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 70205 members 
Mstep: Class 3 contains 5759 members 
Mstep: Class 4 contains 60892 members 
Mstep: Class 5 contains 62626 members 
Mstep: Class 6 contains 24104 members 
Mstep: Class 7 contains 161401 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2537 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 173882 members 
Mstep: Class 13 contains 54834 members 
Mstep: Class 14 contains 39363 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 2073 members 
Mstep: Class 18 contains 167149 members 
Mstep: Class 19 contains 230507 members 
Mstep: Class 20 contains 144858 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41826 members 
Mstep: Class 23 contains 67365 members 
Mstep: Class 24 contains 57818 members 
Mstep: Class 25 contains 10659 members 
Mstep: Class 26 contains 8295 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28985 members 
Mstep: Class 29 contains 175068 members 
Mstep: Class 30 contains 5352 members 
Mstep: Class 31 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743552.000000 Penalty: 109883.875000
Iteration 462Q: 32 clusters Score -1.947436e+08 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 70089 members 
Mstep: Class 3 contains 5753 members 
Mstep: Class 4 contains 60718 members 
Mstep: Class 5 contains 62594 members 
Mstep: Class 6 contains 24071 members 
Mstep: Class 7 contains 162636 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 173534 members 
Mstep: Class 13 contains 54768 members 
Mstep: Class 14 contains 39366 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 166428 members 
Mstep: Class 19 contains 230473 members 
Mstep: Class 20 contains 145209 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41743 members 
Mstep: Class 23 contains 67281 members 
Mstep: Class 24 contains 57893 members 
Mstep: Class 25 contains 10675 members 
Mstep: Class 26 contains 8288 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29039 members 
Mstep: Class 29 contains 175053 members 
Mstep: Class 30 contains 5354 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743760.000000 Penalty: 109883.875000
Iteration 463Q: 32 clusters Score -1.947438e+08 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 69979 members 
Mstep: Class 3 contains 5746 members 
Mstep: Class 4 contains 60551 members 
Mstep: Class 5 contains 62574 members 
Mstep: Class 6 contains 24038 members 
Mstep: Class 7 contains 163909 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 173074 members 
Mstep: Class 13 contains 54717 members 
Mstep: Class 14 contains 39358 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2075 members 
Mstep: Class 18 contains 165817 members 
Mstep: Class 19 contains 230361 members 
Mstep: Class 20 contains 145547 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41712 members 
Mstep: Class 23 contains 67166 members 
Mstep: Class 24 contains 57963 members 
Mstep: Class 25 contains 10683 members 
Mstep: Class 26 contains 8275 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29103 members 
Mstep: Class 29 contains 175055 members 
Mstep: Class 30 contains 5364 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194744080.000000 Penalty: 109883.875000
Iteration 464Q: 32 clusters Score -1.947441e+08 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 69831 members 
Mstep: Class 3 contains 5739 members 
Mstep: Class 4 contains 60364 members 
Mstep: Class 5 contains 62557 members 
Mstep: Class 6 contains 23997 members 
Mstep: Class 7 contains 165209 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 172598 members 
Mstep: Class 13 contains 54672 members 
Mstep: Class 14 contains 39370 members 
Mstep: Class 15 contains 2463 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 165264 members 
Mstep: Class 19 contains 230171 members 
Mstep: Class 20 contains 145971 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41662 members 
Mstep: Class 23 contains 67044 members 
Mstep: Class 24 contains 58032 members 
Mstep: Class 25 contains 10690 members 
Mstep: Class 26 contains 8263 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29140 members 
Mstep: Class 29 contains 175043 members 
Mstep: Class 30 contains 5389 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194744192.000000 Penalty: 109883.875000
Iteration 465Q: 32 clusters Score -1.947442e+08 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 69655 members 
Mstep: Class 3 contains 5731 members 
Mstep: Class 4 contains 60186 members 
Mstep: Class 5 contains 62539 members 
Mstep: Class 6 contains 23946 members 
Mstep: Class 7 contains 166444 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 172204 members 
Mstep: Class 13 contains 54619 members 
Mstep: Class 14 contains 39383 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 2074 members 
Mstep: Class 18 contains 164681 members 
Mstep: Class 19 contains 229911 members 
Mstep: Class 20 contains 146488 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41616 members 
Mstep: Class 23 contains 66930 members 
Mstep: Class 24 contains 58093 members 
Mstep: Class 25 contains 10693 members 
Mstep: Class 26 contains 8263 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29215 members 
Mstep: Class 29 contains 175010 members 
Mstep: Class 30 contains 5419 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194744992.000000 Penalty: 109883.875000
Iteration 466Q: 32 clusters Score -1.94745e+08 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 69486 members 
Mstep: Class 3 contains 5722 members 
Mstep: Class 4 contains 60050 members 
Mstep: Class 5 contains 62515 members 
Mstep: Class 6 contains 23923 members 
Mstep: Class 7 contains 167560 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 171811 members 
Mstep: Class 13 contains 54550 members 
Mstep: Class 14 contains 39416 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 2072 members 
Mstep: Class 18 contains 164068 members 
Mstep: Class 19 contains 229510 members 
Mstep: Class 20 contains 147177 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41592 members 
Mstep: Class 23 contains 66827 members 
Mstep: Class 24 contains 58156 members 
Mstep: Class 25 contains 10702 members 
Mstep: Class 26 contains 8254 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29287 members 
Mstep: Class 29 contains 175005 members 
Mstep: Class 30 contains 5450 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745008.000000 Penalty: 109883.875000
Iteration 467Q: 32 clusters Score -1.94745e+08 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 69329 members 
Mstep: Class 3 contains 5714 members 
Mstep: Class 4 contains 59908 members 
Mstep: Class 5 contains 62478 members 
Mstep: Class 6 contains 23898 members 
Mstep: Class 7 contains 168627 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 171448 members 
Mstep: Class 13 contains 54506 members 
Mstep: Class 14 contains 39440 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 163488 members 
Mstep: Class 19 contains 228976 members 
Mstep: Class 20 contains 147942 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41552 members 
Mstep: Class 23 contains 66720 members 
Mstep: Class 24 contains 58201 members 
Mstep: Class 25 contains 10709 members 
Mstep: Class 26 contains 8242 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29404 members 
Mstep: Class 29 contains 175014 members 
Mstep: Class 30 contains 5470 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745520.000000 Penalty: 109883.875000
Iteration 468Q: 32 clusters Score -1.947455e+08 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 69141 members 
Mstep: Class 3 contains 5709 members 
Mstep: Class 4 contains 59758 members 
Mstep: Class 5 contains 62443 members 
Mstep: Class 6 contains 23887 members 
Mstep: Class 7 contains 169600 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 171077 members 
Mstep: Class 13 contains 54436 members 
Mstep: Class 14 contains 39435 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 2066 members 
Mstep: Class 18 contains 163120 members 
Mstep: Class 19 contains 228246 members 
Mstep: Class 20 contains 148898 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41517 members 
Mstep: Class 23 contains 66612 members 
Mstep: Class 24 contains 58247 members 
Mstep: Class 25 contains 10722 members 
Mstep: Class 26 contains 8227 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29516 members 
Mstep: Class 29 contains 175008 members 
Mstep: Class 30 contains 5497 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746560.000000 Penalty: 109883.875000
Iteration 469Q: 32 clusters Score -1.947466e+08 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 68940 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 59633 members 
Mstep: Class 5 contains 62391 members 
Mstep: Class 6 contains 23881 members 
Mstep: Class 7 contains 170494 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 170709 members 
Mstep: Class 13 contains 54371 members 
Mstep: Class 14 contains 39427 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2060 members 
Mstep: Class 18 contains 162761 members 
Mstep: Class 19 contains 227389 members 
Mstep: Class 20 contains 150043 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41492 members 
Mstep: Class 23 contains 66490 members 
Mstep: Class 24 contains 58306 members 
Mstep: Class 25 contains 10736 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29665 members 
Mstep: Class 29 contains 174977 members 
Mstep: Class 30 contains 5506 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747760.000000 Penalty: 109883.875000
Iteration 470Q: 32 clusters Score -1.947478e+08 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 68704 members 
Mstep: Class 3 contains 5700 members 
Mstep: Class 4 contains 59470 members 
Mstep: Class 5 contains 62349 members 
Mstep: Class 6 contains 23847 members 
Mstep: Class 7 contains 171294 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 170352 members 
Mstep: Class 13 contains 54320 members 
Mstep: Class 14 contains 39408 members 
Mstep: Class 15 contains 2338 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 162378 members 
Mstep: Class 19 contains 226451 members 
Mstep: Class 20 contains 151493 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41419 members 
Mstep: Class 23 contains 66350 members 
Mstep: Class 24 contains 58349 members 
Mstep: Class 25 contains 10749 members 
Mstep: Class 26 contains 8198 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29835 members 
Mstep: Class 29 contains 174955 members 
Mstep: Class 30 contains 5533 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748960.000000 Penalty: 109883.875000
Iteration 471Q: 32 clusters Score -1.94749e+08 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 68498 members 
Mstep: Class 3 contains 5695 members 
Mstep: Class 4 contains 59309 members 
Mstep: Class 5 contains 62315 members 
Mstep: Class 6 contains 23808 members 
Mstep: Class 7 contains 172106 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 170033 members 
Mstep: Class 13 contains 54234 members 
Mstep: Class 14 contains 39378 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 161897 members 
Mstep: Class 19 contains 225374 members 
Mstep: Class 20 contains 153208 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41336 members 
Mstep: Class 23 contains 66196 members 
Mstep: Class 24 contains 58394 members 
Mstep: Class 25 contains 10752 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29962 members 
Mstep: Class 29 contains 174957 members 
Mstep: Class 30 contains 5549 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749408.000000 Penalty: 109883.875000
Iteration 472Q: 32 clusters Score -1.947494e+08 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 68278 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 59192 members 
Mstep: Class 5 contains 62288 members 
Mstep: Class 6 contains 23753 members 
Mstep: Class 7 contains 172946 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 169783 members 
Mstep: Class 13 contains 54145 members 
Mstep: Class 14 contains 39339 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 161204 members 
Mstep: Class 19 contains 224093 members 
Mstep: Class 20 contains 155235 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41264 members 
Mstep: Class 23 contains 66019 members 
Mstep: Class 24 contains 58442 members 
Mstep: Class 25 contains 10778 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30122 members 
Mstep: Class 29 contains 174918 members 
Mstep: Class 30 contains 5570 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 473Q: 32 clusters Score -1.947504e+08 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 68080 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 59047 members 
Mstep: Class 5 contains 62258 members 
Mstep: Class 6 contains 23693 members 
Mstep: Class 7 contains 173753 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 169535 members 
Mstep: Class 13 contains 54049 members 
Mstep: Class 14 contains 39325 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 160416 members 
Mstep: Class 19 contains 222487 members 
Mstep: Class 20 contains 157707 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41181 members 
Mstep: Class 23 contains 65857 members 
Mstep: Class 24 contains 58487 members 
Mstep: Class 25 contains 10792 members 
Mstep: Class 26 contains 8130 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30275 members 
Mstep: Class 29 contains 174857 members 
Mstep: Class 30 contains 5623 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
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Iteration 474Q: 32 clusters Score -1.947516e+08 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 67858 members 
Mstep: Class 3 contains 5688 members 
Mstep: Class 4 contains 58920 members 
Mstep: Class 5 contains 62221 members 
Mstep: Class 6 contains 23638 members 
Mstep: Class 7 contains 174519 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 169526 members 
Mstep: Class 13 contains 53956 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 16 contains 6779 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 159401 members 
Mstep: Class 19 contains 220461 members 
Mstep: Class 20 contains 160608 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 41079 members 
Mstep: Class 23 contains 65677 members 
Mstep: Class 24 contains 58523 members 
Mstep: Class 25 contains 10798 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30479 members 
Mstep: Class 29 contains 174832 members 
Mstep: Class 30 contains 5659 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
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Iteration 475Q: 32 clusters Score -1.947548e+08 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 67566 members 
Mstep: Class 3 contains 5683 members 
Mstep: Class 4 contains 58783 members 
Mstep: Class 5 contains 62194 members 
Mstep: Class 6 contains 23573 members 
Mstep: Class 7 contains 175209 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 169588 members 
Mstep: Class 13 contains 53863 members 
Mstep: Class 14 contains 39292 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 2056 members 
Mstep: Class 18 contains 158215 members 
Mstep: Class 19 contains 218243 members 
Mstep: Class 20 contains 164058 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40939 members 
Mstep: Class 23 contains 65467 members 
Mstep: Class 24 contains 58560 members 
Mstep: Class 25 contains 10808 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30687 members 
Mstep: Class 29 contains 174779 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
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Score: -194757280.000000 Penalty: 109883.875000
Iteration 476Q: 32 clusters Score -1.947573e+08 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 67225 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 58670 members 
Mstep: Class 5 contains 62151 members 
Mstep: Class 6 contains 23496 members 
Mstep: Class 7 contains 175823 members 
Mstep: Class 8 contains 1128 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 169888 members 
Mstep: Class 13 contains 53716 members 
Mstep: Class 14 contains 39254 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 156892 members 
Mstep: Class 19 contains 215713 members 
Mstep: Class 20 contains 167939 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40820 members 
Mstep: Class 23 contains 65219 members 
Mstep: Class 24 contains 58633 members 
Mstep: Class 25 contains 10826 members 
Mstep: Class 26 contains 8111 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30837 members 
Mstep: Class 29 contains 174711 members 
Mstep: Class 30 contains 5725 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194760624.000000 Penalty: 109883.875000
Iteration 477Q: 32 clusters Score -1.947606e+08 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 66835 members 
Mstep: Class 3 contains 5673 members 
Mstep: Class 4 contains 58544 members 
Mstep: Class 5 contains 62121 members 
Mstep: Class 6 contains 23428 members 
Mstep: Class 7 contains 176261 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 170330 members 
Mstep: Class 13 contains 53563 members 
Mstep: Class 14 contains 39216 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 6782 members 
Mstep: Class 17 contains 2059 members 
Mstep: Class 18 contains 155597 members 
Mstep: Class 19 contains 212938 members 
Mstep: Class 20 contains 172183 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40695 members 
Mstep: Class 23 contains 64942 members 
Mstep: Class 24 contains 58706 members 
Mstep: Class 25 contains 10853 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30953 members 
Mstep: Class 29 contains 174653 members 
Mstep: Class 30 contains 5771 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763408.000000 Penalty: 109883.875000
Iteration 478Q: 32 clusters Score -1.947634e+08 nChanged 15580
Entering ConstructFrom: 
Score: -194763408.000000 Penalty: 109883.875000
Entering ConstructFrom: 
Trying to split cluster 1 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -244475.234375 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -244475.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -241898.671875 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -241898.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -242342.484375 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -242342.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242468.578125 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -242468.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -242535.000000 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -242535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -242588.031250 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -242588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -242624.718750 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -242624.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -242648.890625 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -242648.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242662.562500 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -242662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242668.484375 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -242668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242673.453125 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -242673.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -242675.328125 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -242675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -242676.296875 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -242676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -242677.421875 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -242677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242678.140625 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -242678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -242679.046875 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -242679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -242681.156250 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -242681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -242683.140625 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -242683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -242684.140625 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -242684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242684.359375 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -242684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -242685.500000 Penalty: 3766.063721
	Iteration 19Q: 3 clusters Score -242685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242686.187500 Penalty: 3766.063721
	Iteration 20F: 3 clusters Score -242686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242686.546875 Penalty: 3766.063721
	Iteration 21Q: 3 clusters Score -242686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -242687.390625 Penalty: 3766.063721
	Iteration 22Q: 3 clusters Score -242687.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242687.828125 Penalty: 3766.063721
	Iteration 23Q: 3 clusters Score -242687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242687.828125 Penalty: 3766.063721
	Iteration 24F: 3 clusters Score -242687.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Entering Unmasked Estep 
Score: -8289183.500000 Penalty: 2753.757080
	Iteration 0F: 2 clusters Score -8289184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -8244620.000000 Penalty: 5507.514160
	Iteration 0F: 3 clusters Score -8244620 nChanged 30995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -8262111.000000 Penalty: 5507.514160
	Iteration 1F: 3 clusters Score -8262111 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -8262768.500000 Penalty: 5507.514160
	Iteration 2Q: 3 clusters Score -8262768 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -8263596.500000 Penalty: 5507.514160
	Iteration 3Q: 3 clusters Score -8263596 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -8264932.000000 Penalty: 5507.514160
	Iteration 4Q: 3 clusters Score -8264932 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8267237.000000 Penalty: 5507.514160
	Iteration 5F: 3 clusters Score -8267237 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -8270749.000000 Penalty: 5507.514160
	Iteration 6F: 3 clusters Score -8270749 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -8275441.000000 Penalty: 5507.514160
	Iteration 7F: 3 clusters Score -8275441 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -8280238.000000 Penalty: 5507.514160
	Iteration 8F: 3 clusters Score -8280238 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8283696.000000 Penalty: 5507.514160
	Iteration 9F: 3 clusters Score -8283696 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8285441.000000 Penalty: 5507.514160
	Iteration 10Q: 3 clusters Score -8285441 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8286135.000000 Penalty: 5507.514160
	Iteration 11Q: 3 clusters Score -8286135 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8286429.000000 Penalty: 5507.514160
	Iteration 12Q: 3 clusters Score -8286429 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8286573.500000 Penalty: 5507.514160
	Iteration 13Q: 3 clusters Score -8286574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8286664.500000 Penalty: 5507.514160
	Iteration 14Q: 3 clusters Score -8286664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8286704.000000 Penalty: 5507.514160
	Iteration 15Q: 3 clusters Score -8286704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8286729.000000 Penalty: 5507.514160
	Iteration 16Q: 3 clusters Score -8286729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8286742.000000 Penalty: 5507.514160
	Iteration 17Q: 3 clusters Score -8286742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8286763.000000 Penalty: 5507.514160
	Iteration 18Q: 3 clusters Score -8286763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8286774.500000 Penalty: 5507.514160
	Iteration 19Q: 3 clusters Score -8286774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8286797.000000 Penalty: 5507.514160
	Iteration 20F: 3 clusters Score -8286797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8286806.500000 Penalty: 5507.514160
	Iteration 21Q: 3 clusters Score -8286806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8286818.500000 Penalty: 5507.514160
	Iteration 22Q: 3 clusters Score -8286818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8286827.000000 Penalty: 5507.514160
	Iteration 23Q: 3 clusters Score -8286827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8286849.000000 Penalty: 5507.514160
	Iteration 24Q: 3 clusters Score -8286849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8286867.500000 Penalty: 5507.514160
	Iteration 25Q: 3 clusters Score -8286868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8286869.000000 Penalty: 5507.514160
	Iteration 26Q: 3 clusters Score -8286869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8286863.000000 Penalty: 5507.514160
	Iteration 27Q: 3 clusters Score -8286863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8286863.000000 Penalty: 5507.514160
	Iteration 28F: 3 clusters Score -8286863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -657437.687500 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -657437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -652486.562500 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -652486.6 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -653770.937500 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -653770.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -654131.937500 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -654131.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -654382.750000 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -654382.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -654605.687500 Penalty: 4286.375488
	Iteration 4F: 3 clusters Score -654605.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -654862.437500 Penalty: 4286.375488
	Iteration 5F: 3 clusters Score -654862.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -655088.687500 Penalty: 4286.375488
	Iteration 6F: 3 clusters Score -655088.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -655260.875000 Penalty: 4286.375488
	Iteration 7Q: 3 clusters Score -655260.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -655381.312500 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -655381.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -655469.875000 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -655469.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -655538.437500 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -655538.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -655600.812500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -655600.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -655659.437500 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -655659.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -655703.500000 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -655703.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -655760.062500 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -655760.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -655801.812500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -655801.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -655837.187500 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -655837.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -655862.312500 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -655862.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -655878.250000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -655878.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -655890.437500 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -655890.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -655906.937500 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -655906.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -655916.875000 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -655916.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -655925.562500 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -655925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -655930.750000 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -655930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -655935.187500 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -655935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -655937.000000 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -655937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -655939.437500 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -655939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -655941.812500 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -655941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -655945.187500 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -655945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -655947.687500 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -655947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -655948.187500 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -655948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -655950.812500 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -655950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -655951.000000 Penalty: 4286.375488
	Iteration 32Q: 3 clusters Score -655951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -655954.250000 Penalty: 4286.375488
	Iteration 33Q: 3 clusters Score -655954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -655958.687500 Penalty: 4286.375488
	Iteration 34Q: 3 clusters Score -655958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -655962.125000 Penalty: 4286.375488
	Iteration 35Q: 3 clusters Score -655962.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -655963.875000 Penalty: 4286.375488
	Iteration 36Q: 3 clusters Score -655963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -655964.875000 Penalty: 4286.375488
	Iteration 37Q: 3 clusters Score -655964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -655966.312500 Penalty: 4286.375488
	Iteration 38Q: 3 clusters Score -655966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -655968.562500 Penalty: 4286.375488
	Iteration 39Q: 3 clusters Score -655968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -655970.000000 Penalty: 4286.375488
	Iteration 40F: 3 clusters Score -655970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -655970.750000 Penalty: 4286.375488
	Iteration 41Q: 3 clusters Score -655970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -655972.250000 Penalty: 4286.375488
	Iteration 42Q: 3 clusters Score -655972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -655973.000000 Penalty: 4286.375488
	Iteration 43Q: 3 clusters Score -655973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -655974.312500 Penalty: 4286.375488
	Iteration 44Q: 3 clusters Score -655974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -655977.125000 Penalty: 4286.375488
	Iteration 45Q: 3 clusters Score -655977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -655978.562500 Penalty: 4286.375488
	Iteration 46Q: 3 clusters Score -655978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -655984.750000 Penalty: 4286.375488
	Iteration 47Q: 3 clusters Score -655984.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -655988.375000 Penalty: 4286.375488
	Iteration 48Q: 3 clusters Score -655988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -655992.937500 Penalty: 4286.375488
	Iteration 49Q: 3 clusters Score -655992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -655997.312500 Penalty: 4286.375488
	Iteration 50Q: 3 clusters Score -655997.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -655999.937500 Penalty: 4286.375488
	Iteration 51Q: 3 clusters Score -655999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -656000.187500 Penalty: 4286.375488
	Iteration 52Q: 3 clusters Score -656000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -656000.187500 Penalty: 4286.375488
	Iteration 53F: 3 clusters Score -656000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Entering Unmasked Estep 
Score: -7283510.000000 Penalty: 2721.728516
	Iteration 0F: 2 clusters Score -7283510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -7244252.000000 Penalty: 5443.457031
	Iteration 0F: 3 clusters Score -7244252 nChanged 27226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -7259609.500000 Penalty: 5443.457031
	Iteration 1F: 3 clusters Score -7259610 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -7260503.500000 Penalty: 5443.457031
	Iteration 2Q: 3 clusters Score -7260504 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7261564.500000 Penalty: 5443.457031
	Iteration 3Q: 3 clusters Score -7261564 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -7262931.500000 Penalty: 5443.457031
	Iteration 4Q: 3 clusters Score -7262932 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -7264774.500000 Penalty: 5443.457031
	Iteration 5F: 3 clusters Score -7264774 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -7267158.000000 Penalty: 5443.457031
	Iteration 6F: 3 clusters Score -7267158 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -7269921.500000 Penalty: 5443.457031
	Iteration 7F: 3 clusters Score -7269922 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -7272607.000000 Penalty: 5443.457031
	Iteration 8F: 3 clusters Score -7272607 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -7274316.000000 Penalty: 5443.457031
	Iteration 9F: 3 clusters Score -7274316 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -7275212.000000 Penalty: 5443.457031
	Iteration 10Q: 3 clusters Score -7275212 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -7275565.000000 Penalty: 5443.457031
	Iteration 11Q: 3 clusters Score -7275565 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7275819.500000 Penalty: 5443.457031
	Iteration 12Q: 3 clusters Score -7275820 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -7275997.500000 Penalty: 5443.457031
	Iteration 13Q: 3 clusters Score -7275998 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -7276164.500000 Penalty: 5443.457031
	Iteration 14Q: 3 clusters Score -7276164 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -7276334.000000 Penalty: 5443.457031
	Iteration 15Q: 3 clusters Score -7276334 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7276507.500000 Penalty: 5443.457031
	Iteration 16Q: 3 clusters Score -7276508 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -7276587.000000 Penalty: 5443.457031
	Iteration 17Q: 3 clusters Score -7276587 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -7276721.500000 Penalty: 5443.457031
	Iteration 18Q: 3 clusters Score -7276722 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -7276820.500000 Penalty: 5443.457031
	Iteration 19Q: 3 clusters Score -7276820 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -7276944.500000 Penalty: 5443.457031
	Iteration 20F: 3 clusters Score -7276944 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -7277043.000000 Penalty: 5443.457031
	Iteration 21Q: 3 clusters Score -7277043 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7277131.000000 Penalty: 5443.457031
	Iteration 22Q: 3 clusters Score -7277131 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -7277251.000000 Penalty: 5443.457031
	Iteration 23Q: 3 clusters Score -7277251 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -7277330.000000 Penalty: 5443.457031
	Iteration 24Q: 3 clusters Score -7277330 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7277402.500000 Penalty: 5443.457031
	Iteration 25Q: 3 clusters Score -7277402 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7277491.000000 Penalty: 5443.457031
	Iteration 26Q: 3 clusters Score -7277491 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7277596.500000 Penalty: 5443.457031
	Iteration 27Q: 3 clusters Score -7277596 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7277654.500000 Penalty: 5443.457031
	Iteration 28Q: 3 clusters Score -7277654 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -7277728.000000 Penalty: 5443.457031
	Iteration 29Q: 3 clusters Score -7277728 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7277801.500000 Penalty: 5443.457031
	Iteration 30Q: 3 clusters Score -7277802 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7277888.500000 Penalty: 5443.457031
	Iteration 31Q: 3 clusters Score -7277888 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7277972.500000 Penalty: 5443.457031
	Iteration 32Q: 3 clusters Score -7277972 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -7278064.500000 Penalty: 5443.457031
	Iteration 33Q: 3 clusters Score -7278064 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -7278154.500000 Penalty: 5443.457031
	Iteration 34Q: 3 clusters Score -7278154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -7278260.500000 Penalty: 5443.457031
	Iteration 35Q: 3 clusters Score -7278260 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -7278389.000000 Penalty: 5443.457031
	Iteration 36Q: 3 clusters Score -7278389 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -7278505.000000 Penalty: 5443.457031
	Iteration 37Q: 3 clusters Score -7278505 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -7278601.000000 Penalty: 5443.457031
	Iteration 38Q: 3 clusters Score -7278601 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -7278722.000000 Penalty: 5443.457031
	Iteration 39Q: 3 clusters Score -7278722 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -7278873.500000 Penalty: 5443.457031
	Iteration 40F: 3 clusters Score -7278874 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -7279020.000000 Penalty: 5443.457031
	Iteration 41Q: 3 clusters Score -7279020 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -7279153.500000 Penalty: 5443.457031
	Iteration 42Q: 3 clusters Score -7279154 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -7279272.000000 Penalty: 5443.457031
	Iteration 43Q: 3 clusters Score -7279272 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -7279401.500000 Penalty: 5443.457031
	Iteration 44Q: 3 clusters Score -7279402 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -7279527.000000 Penalty: 5443.457031
	Iteration 45Q: 3 clusters Score -7279527 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -7279640.500000 Penalty: 5443.457031
	Iteration 46Q: 3 clusters Score -7279640 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -7279773.000000 Penalty: 5443.457031
	Iteration 47Q: 3 clusters Score -7279773 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -7279924.500000 Penalty: 5443.457031
	Iteration 48Q: 3 clusters Score -7279924 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -7280049.000000 Penalty: 5443.457031
	Iteration 49Q: 3 clusters Score -7280049 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -7280178.500000 Penalty: 5443.457031
	Iteration 50Q: 3 clusters Score -7280178 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -7280303.000000 Penalty: 5443.457031
	Iteration 51Q: 3 clusters Score -7280303 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -7280432.000000 Penalty: 5443.457031
	Iteration 52Q: 3 clusters Score -7280432 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -7280531.500000 Penalty: 5443.457031
	Iteration 53Q: 3 clusters Score -7280532 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -7280630.500000 Penalty: 5443.457031
	Iteration 54Q: 3 clusters Score -7280630 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -7280721.500000 Penalty: 5443.457031
	Iteration 55Q: 3 clusters Score -7280722 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -7280819.000000 Penalty: 5443.457031
	Iteration 56Q: 3 clusters Score -7280819 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -7280870.500000 Penalty: 5443.457031
	Iteration 57Q: 3 clusters Score -7280870 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -7280941.000000 Penalty: 5443.457031
	Iteration 58Q: 3 clusters Score -7280941 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -7280996.000000 Penalty: 5443.457031
	Iteration 59Q: 3 clusters Score -7280996 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -7281057.500000 Penalty: 5443.457031
	Iteration 60F: 3 clusters Score -7281058 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -7281127.500000 Penalty: 5443.457031
	Iteration 61Q: 3 clusters Score -7281128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7281163.500000 Penalty: 5443.457031
	Iteration 62Q: 3 clusters Score -7281164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -7281217.000000 Penalty: 5443.457031
	Iteration 63Q: 3 clusters Score -7281217 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7281263.000000 Penalty: 5443.457031
	Iteration 64Q: 3 clusters Score -7281263 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7281302.000000 Penalty: 5443.457031
	Iteration 65Q: 3 clusters Score -7281302 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -7281330.500000 Penalty: 5443.457031
	Iteration 66Q: 3 clusters Score -7281330 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -7281391.500000 Penalty: 5443.457031
	Iteration 67Q: 3 clusters Score -7281392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -7281423.500000 Penalty: 5443.457031
	Iteration 68Q: 3 clusters Score -7281424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -7281451.000000 Penalty: 5443.457031
	Iteration 69Q: 3 clusters Score -7281451 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -7281472.000000 Penalty: 5443.457031
	Iteration 70Q: 3 clusters Score -7281472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -7281498.000000 Penalty: 5443.457031
	Iteration 71Q: 3 clusters Score -7281498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -7281539.500000 Penalty: 5443.457031
	Iteration 72Q: 3 clusters Score -7281540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -7281535.500000 Penalty: 5443.457031
	Iteration 73Q: 3 clusters Score -7281536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -7281565.500000 Penalty: 5443.457031
	Iteration 74Q: 3 clusters Score -7281566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7281568.000000 Penalty: 5443.457031
	Iteration 75Q: 3 clusters Score -7281568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7281597.000000 Penalty: 5443.457031
	Iteration 76Q: 3 clusters Score -7281597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -7281595.500000 Penalty: 5443.457031
	Iteration 77Q: 3 clusters Score -7281596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -7281616.500000 Penalty: 5443.457031
	Iteration 78Q: 3 clusters Score -7281616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -7281616.500000 Penalty: 5443.457031
	Iteration 79Q: 3 clusters Score -7281616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7281618.500000 Penalty: 5443.457031
	Iteration 80F: 3 clusters Score -7281618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -7281626.000000 Penalty: 5443.457031
	Iteration 81Q: 3 clusters Score -7281626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -7281632.000000 Penalty: 5443.457031
	Iteration 82Q: 3 clusters Score -7281632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -7281638.500000 Penalty: 5443.457031
	Iteration 83Q: 3 clusters Score -7281638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -7281654.000000 Penalty: 5443.457031
	Iteration 84Q: 3 clusters Score -7281654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7281654.000000 Penalty: 5443.457031
	Iteration 85Q: 3 clusters Score -7281654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -7281658.500000 Penalty: 5443.457031
	Iteration 86Q: 3 clusters Score -7281658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -7281658.000000 Penalty: 5443.457031
	Iteration 87Q: 3 clusters Score -7281658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -7281659.000000 Penalty: 5443.457031
	Iteration 88Q: 3 clusters Score -7281659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -7281673.000000 Penalty: 5443.457031
	Iteration 89Q: 3 clusters Score -7281673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -7281679.000000 Penalty: 5443.457031
	Iteration 90Q: 3 clusters Score -7281679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -7281677.000000 Penalty: 5443.457031
	Iteration 91Q: 3 clusters Score -7281677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -7281666.500000 Penalty: 5443.457031
	Iteration 92Q: 3 clusters Score -7281666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 56226 members 
Entering Unmasked Estep 
Score: -7281663.000000 Penalty: 5443.457031
	Iteration 93Q: 3 clusters Score -7281663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -7281667.500000 Penalty: 5443.457031
	Iteration 94Q: 3 clusters Score -7281668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -7281667.500000 Penalty: 5443.457031
	Iteration 95Q: 3 clusters Score -7281668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -7281673.000000 Penalty: 5443.457031
	Iteration 96Q: 3 clusters Score -7281673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -7281684.000000 Penalty: 5443.457031
	Iteration 97Q: 3 clusters Score -7281684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -7281688.000000 Penalty: 5443.457031
	Iteration 98Q: 3 clusters Score -7281688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -7281687.000000 Penalty: 5443.457031
	Iteration 99Q: 3 clusters Score -7281687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -7281690.500000 Penalty: 5443.457031
	Iteration 100F: 3 clusters Score -7281690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -7281694.000000 Penalty: 5443.457031
	Iteration 101Q: 3 clusters Score -7281694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -7281691.500000 Penalty: 5443.457031
	Iteration 102Q: 3 clusters Score -7281692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -7281689.000000 Penalty: 5443.457031
	Iteration 103Q: 3 clusters Score -7281689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -7281696.000000 Penalty: 5443.457031
	Iteration 104Q: 3 clusters Score -7281696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -7281695.500000 Penalty: 5443.457031
	Iteration 105Q: 3 clusters Score -7281696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -7281688.000000 Penalty: 5443.457031
	Iteration 106Q: 3 clusters Score -7281688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -7281693.000000 Penalty: 5443.457031
	Iteration 107Q: 3 clusters Score -7281693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -7281688.000000 Penalty: 5443.457031
	Iteration 108Q: 3 clusters Score -7281688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -7281695.000000 Penalty: 5443.457031
	Iteration 109Q: 3 clusters Score -7281695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -7281691.000000 Penalty: 5443.457031
	Iteration 110Q: 3 clusters Score -7281691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -7281695.500000 Penalty: 5443.457031
	Iteration 111Q: 3 clusters Score -7281696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -7281692.500000 Penalty: 5443.457031
	Iteration 112Q: 3 clusters Score -7281692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -7281699.000000 Penalty: 5443.457031
	Iteration 113Q: 3 clusters Score -7281699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -7281702.000000 Penalty: 5443.457031
	Iteration 114Q: 3 clusters Score -7281702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -7281709.500000 Penalty: 5443.457031
	Iteration 115Q: 3 clusters Score -7281710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -7281708.500000 Penalty: 5443.457031
	Iteration 116Q: 3 clusters Score -7281708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -7281717.500000 Penalty: 5443.457031
	Iteration 117Q: 3 clusters Score -7281718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -7281711.500000 Penalty: 5443.457031
	Iteration 118Q: 3 clusters Score -7281712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 56411 members 
Entering Unmasked Estep 
Score: -7281711.500000 Penalty: 5443.457031
	Iteration 119Q: 3 clusters Score -7281712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -7281708.000000 Penalty: 5443.457031
	Iteration 120F: 3 clusters Score -7281708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Entering Unmasked Estep 
Score: -7386970.000000 Penalty: 2737.016357
	Iteration 0F: 2 clusters Score -7386970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7345081.000000 Penalty: 5474.032715
	Iteration 0F: 3 clusters Score -7345081 nChanged 29006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7361236.000000 Penalty: 5474.032715
	Iteration 1F: 3 clusters Score -7361236 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -7361696.500000 Penalty: 5474.032715
	Iteration 2Q: 3 clusters Score -7361696 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -7362122.000000 Penalty: 5474.032715
	Iteration 3Q: 3 clusters Score -7362122 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -7362573.500000 Penalty: 5474.032715
	Iteration 4Q: 3 clusters Score -7362574 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -7363080.500000 Penalty: 5474.032715
	Iteration 5Q: 3 clusters Score -7363080 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -7363800.000000 Penalty: 5474.032715
	Iteration 6Q: 3 clusters Score -7363800 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -7364997.500000 Penalty: 5474.032715
	Iteration 7Q: 3 clusters Score -7364998 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -7367160.000000 Penalty: 5474.032715
	Iteration 8F: 3 clusters Score -7367160 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -7370545.000000 Penalty: 5474.032715
	Iteration 9F: 3 clusters Score -7370545 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -7375316.000000 Penalty: 5474.032715
	Iteration 10F: 3 clusters Score -7375316 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -7379944.500000 Penalty: 5474.032715
	Iteration 11F: 3 clusters Score -7379944 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7382678.500000 Penalty: 5474.032715
	Iteration 12Q: 3 clusters Score -7382678 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7383962.500000 Penalty: 5474.032715
	Iteration 13Q: 3 clusters Score -7383962 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7384325.500000 Penalty: 5474.032715
	Iteration 14Q: 3 clusters Score -7384326 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7384473.500000 Penalty: 5474.032715
	Iteration 15Q: 3 clusters Score -7384474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7384570.500000 Penalty: 5474.032715
	Iteration 16Q: 3 clusters Score -7384570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7384617.500000 Penalty: 5474.032715
	Iteration 17Q: 3 clusters Score -7384618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7384639.500000 Penalty: 5474.032715
	Iteration 18Q: 3 clusters Score -7384640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7384641.500000 Penalty: 5474.032715
	Iteration 19Q: 3 clusters Score -7384642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7384648.500000 Penalty: 5474.032715
	Iteration 20F: 3 clusters Score -7384648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Entering Unmasked Estep 
Score: -2803410.750000 Penalty: 2494.800293
	Iteration 0F: 2 clusters Score -2803411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2787202.000000 Penalty: 4989.600586
	Iteration 0F: 3 clusters Score -2787202 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2792782.000000 Penalty: 4989.600586
	Iteration 1F: 3 clusters Score -2792782 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2793196.250000 Penalty: 4989.600586
	Iteration 2Q: 3 clusters Score -2793196 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2793480.000000 Penalty: 4989.600586
	Iteration 3Q: 3 clusters Score -2793480 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2793714.000000 Penalty: 4989.600586
	Iteration 4Q: 3 clusters Score -2793714 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2793937.500000 Penalty: 4989.600586
	Iteration 5Q: 3 clusters Score -2793938 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2794191.500000 Penalty: 4989.600586
	Iteration 6Q: 3 clusters Score -2794192 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2794504.000000 Penalty: 4989.600586
	Iteration 7Q: 3 clusters Score -2794504 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2794967.000000 Penalty: 4989.600586
	Iteration 8Q: 3 clusters Score -2794967 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2795656.750000 Penalty: 4989.600586
	Iteration 9Q: 3 clusters Score -2795657 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2796542.500000 Penalty: 4989.600586
	Iteration 10F: 3 clusters Score -2796542 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2797623.000000 Penalty: 4989.600586
	Iteration 11F: 3 clusters Score -2797623 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2798783.000000 Penalty: 4989.600586
	Iteration 12F: 3 clusters Score -2798783 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2799788.750000 Penalty: 4989.600586
	Iteration 13Q: 3 clusters Score -2799789 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2800449.750000 Penalty: 4989.600586
	Iteration 14Q: 3 clusters Score -2800450 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2800805.750000 Penalty: 4989.600586
	Iteration 15Q: 3 clusters Score -2800806 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2800986.750000 Penalty: 4989.600586
	Iteration 16Q: 3 clusters Score -2800987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2801068.000000 Penalty: 4989.600586
	Iteration 17Q: 3 clusters Score -2801068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2801125.750000 Penalty: 4989.600586
	Iteration 18Q: 3 clusters Score -2801126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2801173.750000 Penalty: 4989.600586
	Iteration 19Q: 3 clusters Score -2801174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2801197.000000 Penalty: 4989.600586
	Iteration 20F: 3 clusters Score -2801197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2801204.250000 Penalty: 4989.600586
	Iteration 21Q: 3 clusters Score -2801204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2801213.750000 Penalty: 4989.600586
	Iteration 22Q: 3 clusters Score -2801214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2801222.500000 Penalty: 4989.600586
	Iteration 23Q: 3 clusters Score -2801222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2801225.500000 Penalty: 4989.600586
	Iteration 24Q: 3 clusters Score -2801226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2801227.000000 Penalty: 4989.600586
	Iteration 25Q: 3 clusters Score -2801227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2801226.250000 Penalty: 4989.600586
	Iteration 26Q: 3 clusters Score -2801226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2801227.500000 Penalty: 4989.600586
	Iteration 27Q: 3 clusters Score -2801228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2801227.500000 Penalty: 4989.600586
	Iteration 28F: 3 clusters Score -2801228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (176483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Entering Unmasked Estep 
Score: -21860944.000000 Penalty: 2996.083008
	Iteration 0F: 2 clusters Score -2.186094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -21745166.000000 Penalty: 5992.166016
	Iteration 0F: 3 clusters Score -2.174517e+07 nChanged 84556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -21794986.000000 Penalty: 5992.166016
	Iteration 1F: 3 clusters Score -2.179499e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 96168 members 
Entering Unmasked Estep 
Score: -21797146.000000 Penalty: 5992.166016
	Iteration 2Q: 3 clusters Score -2.179715e+07 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 101317 members 
Entering Unmasked Estep 
Score: -21801496.000000 Penalty: 5992.166016
	Iteration 3F: 3 clusters Score -2.18015e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -21809064.000000 Penalty: 5992.166016
	Iteration 4F: 3 clusters Score -2.180906e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -21820514.000000 Penalty: 5992.166016
	Iteration 5F: 3 clusters Score -2.182051e+07 nChanged 15328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 131874 members 
Entering Unmasked Estep 
Score: -21834316.000000 Penalty: 5992.166016
	Iteration 6F: 3 clusters Score -2.183432e+07 nChanged 12736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -21847142.000000 Penalty: 5992.166016
	Iteration 7F: 3 clusters Score -2.184714e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 147933 members 
Entering Unmasked Estep 
Score: -21855236.000000 Penalty: 5992.166016
	Iteration 8Q: 3 clusters Score -2.185524e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 150929 members 
Entering Unmasked Estep 
Score: -21858254.000000 Penalty: 5992.166016
	Iteration 9Q: 3 clusters Score -2.185825e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 152924 members 
Entering Unmasked Estep 
Score: -21859306.000000 Penalty: 5992.166016
	Iteration 10Q: 3 clusters Score -2.185931e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 154543 members 
Entering Unmasked Estep 
Score: -21859800.000000 Penalty: 5992.166016
	Iteration 11Q: 3 clusters Score -2.18598e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -21860216.000000 Penalty: 5992.166016
	Iteration 12Q: 3 clusters Score -2.186022e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -21860376.000000 Penalty: 5992.166016
	Iteration 13Q: 3 clusters Score -2.186038e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -21860558.000000 Penalty: 5992.166016
	Iteration 14Q: 3 clusters Score -2.186056e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -21860732.000000 Penalty: 5992.166016
	Iteration 15Q: 3 clusters Score -2.186073e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -21860812.000000 Penalty: 5992.166016
	Iteration 16Q: 3 clusters Score -2.186081e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 160889 members 
Entering Unmasked Estep 
Score: -21860896.000000 Penalty: 5992.166016
	Iteration 17Q: 3 clusters Score -2.18609e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 161586 members 
Entering Unmasked Estep 
Score: -21860954.000000 Penalty: 5992.166016
	Iteration 18Q: 3 clusters Score -2.186095e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 162260 members 
Entering Unmasked Estep 
Score: -21861082.000000 Penalty: 5992.166016
	Iteration 19Q: 3 clusters Score -2.186108e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -21861116.000000 Penalty: 5992.166016
	Iteration 20F: 3 clusters Score -2.186112e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 163464 members 
Entering Unmasked Estep 
Score: -21861238.000000 Penalty: 5992.166016
	Iteration 21Q: 3 clusters Score -2.186124e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -21861236.000000 Penalty: 5992.166016
	Iteration 22Q: 3 clusters Score -2.186124e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 164553 members 
Entering Unmasked Estep 
Score: -21861322.000000 Penalty: 5992.166016
	Iteration 23Q: 3 clusters Score -2.186132e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -21861252.000000 Penalty: 5992.166016
	Iteration 24Q: 3 clusters Score -2.186125e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 165504 members 
Entering Unmasked Estep 
Score: -21861330.000000 Penalty: 5992.166016
	Iteration 25Q: 3 clusters Score -2.186133e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -21861390.000000 Penalty: 5992.166016
	Iteration 26Q: 3 clusters Score -2.186139e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 166328 members 
Entering Unmasked Estep 
Score: -21861462.000000 Penalty: 5992.166016
	Iteration 27Q: 3 clusters Score -2.186146e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -21861494.000000 Penalty: 5992.166016
	Iteration 28Q: 3 clusters Score -2.186149e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 166948 members 
Entering Unmasked Estep 
Score: -21861532.000000 Penalty: 5992.166016
	Iteration 29Q: 3 clusters Score -2.186153e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -21861580.000000 Penalty: 5992.166016
	Iteration 30Q: 3 clusters Score -2.186158e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 167457 members 
Entering Unmasked Estep 
Score: -21861586.000000 Penalty: 5992.166016
	Iteration 31Q: 3 clusters Score -2.186159e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 167679 members 
Entering Unmasked Estep 
Score: -21861676.000000 Penalty: 5992.166016
	Iteration 32Q: 3 clusters Score -2.186168e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 167881 members 
Entering Unmasked Estep 
Score: -21861716.000000 Penalty: 5992.166016
	Iteration 33Q: 3 clusters Score -2.186172e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 168049 members 
Entering Unmasked Estep 
Score: -21861724.000000 Penalty: 5992.166016
	Iteration 34Q: 3 clusters Score -2.186172e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -21861672.000000 Penalty: 5992.166016
	Iteration 35Q: 3 clusters Score -2.186167e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 168346 members 
Entering Unmasked Estep 
Score: -21861716.000000 Penalty: 5992.166016
	Iteration 36Q: 3 clusters Score -2.186172e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 168461 members 
Entering Unmasked Estep 
Score: -21861736.000000 Penalty: 5992.166016
	Iteration 37Q: 3 clusters Score -2.186174e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -21861730.000000 Penalty: 5992.166016
	Iteration 38Q: 3 clusters Score -2.186173e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 168660 members 
Entering Unmasked Estep 
Score: -21861710.000000 Penalty: 5992.166016
	Iteration 39Q: 3 clusters Score -2.186171e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 168746 members 
Entering Unmasked Estep 
Score: -21861714.000000 Penalty: 5992.166016
	Iteration 40F: 3 clusters Score -2.186171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 168820 members 
Entering Unmasked Estep 
Score: -21861720.000000 Penalty: 5992.166016
	Iteration 41Q: 3 clusters Score -2.186172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 168880 members 
Entering Unmasked Estep 
Score: -21861730.000000 Penalty: 5992.166016
	Iteration 42Q: 3 clusters Score -2.186173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 168942 members 
Entering Unmasked Estep 
Score: -21861728.000000 Penalty: 5992.166016
	Iteration 43Q: 3 clusters Score -2.186173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -21861702.000000 Penalty: 5992.166016
	Iteration 44Q: 3 clusters Score -2.18617e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -21861712.000000 Penalty: 5992.166016
	Iteration 45Q: 3 clusters Score -2.186171e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 169123 members 
Entering Unmasked Estep 
Score: -21861698.000000 Penalty: 5992.166016
	Iteration 46Q: 3 clusters Score -2.18617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -21861676.000000 Penalty: 5992.166016
	Iteration 47Q: 3 clusters Score -2.186168e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 169244 members 
Entering Unmasked Estep 
Score: -21861672.000000 Penalty: 5992.166016
	Iteration 48Q: 3 clusters Score -2.186167e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 169294 members 
Entering Unmasked Estep 
Score: -21861690.000000 Penalty: 5992.166016
	Iteration 49Q: 3 clusters Score -2.186169e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -21861712.000000 Penalty: 5992.166016
	Iteration 50Q: 3 clusters Score -2.186171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -21861674.000000 Penalty: 5992.166016
	Iteration 51Q: 3 clusters Score -2.186167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 169421 members 
Entering Unmasked Estep 
Score: -21861694.000000 Penalty: 5992.166016
	Iteration 52Q: 3 clusters Score -2.186169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 169458 members 
Entering Unmasked Estep 
Score: -21861676.000000 Penalty: 5992.166016
	Iteration 53Q: 3 clusters Score -2.186168e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 169500 members 
Entering Unmasked Estep 
Score: -21861654.000000 Penalty: 5992.166016
	Iteration 54Q: 3 clusters Score -2.186165e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -21861680.000000 Penalty: 5992.166016
	Iteration 55Q: 3 clusters Score -2.186168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 169576 members 
Entering Unmasked Estep 
Score: -21861678.000000 Penalty: 5992.166016
	Iteration 56Q: 3 clusters Score -2.186168e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -21861664.000000 Penalty: 5992.166016
	Iteration 57Q: 3 clusters Score -2.186166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -21861674.000000 Penalty: 5992.166016
	Iteration 58Q: 3 clusters Score -2.186167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 169686 members 
Entering Unmasked Estep 
Score: -21861666.000000 Penalty: 5992.166016
	Iteration 59Q: 3 clusters Score -2.186167e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -21861660.000000 Penalty: 5992.166016
	Iteration 60F: 3 clusters Score -2.186166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -21861644.000000 Penalty: 5992.166016
	Iteration 61Q: 3 clusters Score -2.186164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -21861652.000000 Penalty: 5992.166016
	Iteration 62Q: 3 clusters Score -2.186165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -21861666.000000 Penalty: 5992.166016
	Iteration 63Q: 3 clusters Score -2.186167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 169800 members 
Entering Unmasked Estep 
Score: -21861654.000000 Penalty: 5992.166016
	Iteration 64Q: 3 clusters Score -2.186165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -21861644.000000 Penalty: 5992.166016
	Iteration 65Q: 3 clusters Score -2.186164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 169824 members 
Entering Unmasked Estep 
Score: -21861642.000000 Penalty: 5992.166016
	Iteration 66Q: 3 clusters Score -2.186164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 169836 members 
Entering Unmasked Estep 
Score: -21861638.000000 Penalty: 5992.166016
	Iteration 67Q: 3 clusters Score -2.186164e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -21861652.000000 Penalty: 5992.166016
	Iteration 68Q: 3 clusters Score -2.186165e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -21861608.000000 Penalty: 5992.166016
	Iteration 69Q: 3 clusters Score -2.186161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 169879 members 
Entering Unmasked Estep 
Score: -21861596.000000 Penalty: 5992.166016
	Iteration 70Q: 3 clusters Score -2.18616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -21861594.000000 Penalty: 5992.166016
	Iteration 71Q: 3 clusters Score -2.186159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -21861598.000000 Penalty: 5992.166016
	Iteration 72Q: 3 clusters Score -2.18616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 169896 members 
Entering Unmasked Estep 
Score: -21861618.000000 Penalty: 5992.166016
	Iteration 73Q: 3 clusters Score -2.186162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -21861610.000000 Penalty: 5992.166016
	Iteration 74Q: 3 clusters Score -2.186161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 169910 members 
Entering Unmasked Estep 
Score: -21861614.000000 Penalty: 5992.166016
	Iteration 75Q: 3 clusters Score -2.186161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 169921 members 
Entering Unmasked Estep 
Score: -21861632.000000 Penalty: 5992.166016
	Iteration 76Q: 3 clusters Score -2.186163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 169928 members 
Entering Unmasked Estep 
Score: -21861630.000000 Penalty: 5992.166016
	Iteration 77Q: 3 clusters Score -2.186163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 169931 members 
Entering Unmasked Estep 
Score: -21861630.000000 Penalty: 5992.166016
	Iteration 78Q: 3 clusters Score -2.186163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -21861630.000000 Penalty: 5992.166016
	Iteration 79Q: 3 clusters Score -2.186163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -21861636.000000 Penalty: 5992.166016
	Iteration 80F: 3 clusters Score -2.186164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -21861630.000000 Penalty: 5992.166016
	Iteration 81Q: 3 clusters Score -2.186163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -21861614.000000 Penalty: 5992.166016
	Iteration 82Q: 3 clusters Score -2.186161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 169944 members 
Entering Unmasked Estep 
Score: -21861628.000000 Penalty: 5992.166016
	Iteration 83Q: 3 clusters Score -2.186163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 169947 members 
Entering Unmasked Estep 
Score: -21861620.000000 Penalty: 5992.166016
	Iteration 84Q: 3 clusters Score -2.186162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -21861628.000000 Penalty: 5992.166016
	Iteration 85Q: 3 clusters Score -2.186163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -21861616.000000 Penalty: 5992.166016
	Iteration 86Q: 3 clusters Score -2.186162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -21861618.000000 Penalty: 5992.166016
	Iteration 87Q: 3 clusters Score -2.186162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -21861620.000000 Penalty: 5992.166016
	Iteration 88Q: 3 clusters Score -2.186162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -21861624.000000 Penalty: 5992.166016
	Iteration 89Q: 3 clusters Score -2.186162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 169957 members 
Entering Unmasked Estep 
Score: -21861620.000000 Penalty: 5992.166016
	Iteration 90Q: 3 clusters Score -2.186162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 169957 members 
Entering Unmasked Estep 
Score: -21861620.000000 Penalty: 5992.166016
	Iteration 91F: 3 clusters Score -2.186162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 66427 members 
Mstep: Class 3 contains 5664 members 
Mstep: Class 4 contains 58379 members 
Mstep: Class 5 contains 62091 members 
Mstep: Class 6 contains 23381 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 170904 members 
Mstep: Class 13 contains 53321 members 
Mstep: Class 14 contains 39122 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 154624 members 
Mstep: Class 19 contains 210037 members 
Mstep: Class 20 contains 176542 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40548 members 
Mstep: Class 23 contains 64591 members 
Mstep: Class 24 contains 58790 members 
Mstep: Class 25 contains 10862 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 31050 members 
Mstep: Class 29 contains 174645 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 535 members 
Mstep: Class 32 contains 169957 members 
Entering Unmasked Estep 
Score: -194764592.000000 Penalty: 113428.515625
Splitting cluster 7 changes total score from -194763408.000000 to -194764592.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -117931.390625 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -117931.4 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 546 members 
Entering Unmasked Estep 
Score: -115992.148438 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -115992.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116392.070312 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -116392.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116556.796875 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -116556.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116660.398438 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -116660.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116752.453125 Penalty: 3486.427490
	Iteration 4Q: 3 clusters Score -116752.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116821.796875 Penalty: 3486.427490
	Iteration 5Q: 3 clusters Score -116821.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -116864.195312 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -116864.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116890.531250 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -116890.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -116915.898438 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -116915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116925.828125 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -116925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -116931.304688 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -116931.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116938.625000 Penalty: 3486.427490
	Iteration 11Q: 3 clusters Score -116938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116949.757812 Penalty: 3486.427490
	Iteration 12Q: 3 clusters Score -116949.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -116978.617188 Penalty: 3486.427490
	Iteration 13Q: 3 clusters Score -116978.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117007.726562 Penalty: 3486.427490
	Iteration 14Q: 3 clusters Score -117007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117040.375000 Penalty: 3486.427490
	Iteration 15Q: 3 clusters Score -117040.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117090.562500 Penalty: 3486.427490
	Iteration 16Q: 3 clusters Score -117090.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117132.875000 Penalty: 3486.427490
	Iteration 17Q: 3 clusters Score -117132.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -117163.531250 Penalty: 3486.427490
	Iteration 18Q: 3 clusters Score -117163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117194.687500 Penalty: 3486.427490
	Iteration 19Q: 3 clusters Score -117194.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117227.468750 Penalty: 3486.427490
	Iteration 20F: 3 clusters Score -117227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117261.687500 Penalty: 3486.427490
	Iteration 21Q: 3 clusters Score -117261.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117304.132812 Penalty: 3486.427490
	Iteration 22Q: 3 clusters Score -117304.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117336.156250 Penalty: 3486.427490
	Iteration 23Q: 3 clusters Score -117336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117358.343750 Penalty: 3486.427490
	Iteration 24Q: 3 clusters Score -117358.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117377.148438 Penalty: 3486.427490
	Iteration 25Q: 3 clusters Score -117377.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117413.351562 Penalty: 3486.427490
	Iteration 26Q: 3 clusters Score -117413.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117456.125000 Penalty: 3486.427490
	Iteration 27Q: 3 clusters Score -117456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117470.164062 Penalty: 3486.427490
	Iteration 28Q: 3 clusters Score -117470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117481.390625 Penalty: 3486.427490
	Iteration 29Q: 3 clusters Score -117481.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117492.578125 Penalty: 3486.427490
	Iteration 30Q: 3 clusters Score -117492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117505.226562 Penalty: 3486.427490
	Iteration 31Q: 3 clusters Score -117505.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117521.703125 Penalty: 3486.427490
	Iteration 32Q: 3 clusters Score -117521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117530.429688 Penalty: 3486.427490
	Iteration 33Q: 3 clusters Score -117530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117533.421875 Penalty: 3486.427490
	Iteration 34Q: 3 clusters Score -117533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117536.687500 Penalty: 3486.427490
	Iteration 35Q: 3 clusters Score -117536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117537.671875 Penalty: 3486.427490
	Iteration 36Q: 3 clusters Score -117537.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -117540.648438 Penalty: 3486.427490
	Iteration 37Q: 3 clusters Score -117540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117542.781250 Penalty: 3486.427490
	Iteration 38Q: 3 clusters Score -117542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117544.539062 Penalty: 3486.427490
	Iteration 39Q: 3 clusters Score -117544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117545.281250 Penalty: 3486.427490
	Iteration 40F: 3 clusters Score -117545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117548.484375 Penalty: 3486.427490
	Iteration 41Q: 3 clusters Score -117548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117549.617188 Penalty: 3486.427490
	Iteration 42Q: 3 clusters Score -117549.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117549.617188 Penalty: 3486.427490
	Iteration 43F: 3 clusters Score -117549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -63630.195312 Penalty: 1593.769165
	Iteration 0F: 2 clusters Score -63630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61982.003906 Penalty: 3187.538330
	Iteration 0F: 3 clusters Score -61982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62229.843750 Penalty: 3187.538330
	Iteration 1F: 3 clusters Score -62229.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62385.863281 Penalty: 3187.538330
	Iteration 2F: 3 clusters Score -62385.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62475.667969 Penalty: 3187.538330
	Iteration 3Q: 3 clusters Score -62475.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62556.121094 Penalty: 3187.538330
	Iteration 4Q: 3 clusters Score -62556.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62649.230469 Penalty: 3187.538330
	Iteration 5Q: 3 clusters Score -62649.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -62707.917969 Penalty: 3187.538330
	Iteration 6Q: 3 clusters Score -62707.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62753.730469 Penalty: 3187.538330
	Iteration 7Q: 3 clusters Score -62753.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62788.628906 Penalty: 3187.538330
	Iteration 8Q: 3 clusters Score -62788.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62807.566406 Penalty: 3187.538330
	Iteration 9Q: 3 clusters Score -62807.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62823.964844 Penalty: 3187.538330
	Iteration 10Q: 3 clusters Score -62823.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62838.011719 Penalty: 3187.538330
	Iteration 11Q: 3 clusters Score -62838.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62861.945312 Penalty: 3187.538330
	Iteration 12Q: 3 clusters Score -62861.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62880.460938 Penalty: 3187.538330
	Iteration 13Q: 3 clusters Score -62880.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62888.191406 Penalty: 3187.538330
	Iteration 14Q: 3 clusters Score -62888.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62894.855469 Penalty: 3187.538330
	Iteration 15Q: 3 clusters Score -62894.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62899.859375 Penalty: 3187.538330
	Iteration 16Q: 3 clusters Score -62899.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62899.859375 Penalty: 3187.538330
	Iteration 17F: 3 clusters Score -62899.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Entering Unmasked Estep 
Score: -307298.218750 Penalty: 1940.264282
	Iteration 0F: 2 clusters Score -307298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -304403.031250 Penalty: 3880.528564
	Iteration 0F: 3 clusters Score -304403 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -304939.343750 Penalty: 3880.528564
	Iteration 1F: 3 clusters Score -304939.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -305068.812500 Penalty: 3880.528564
	Iteration 2F: 3 clusters Score -305068.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -305125.000000 Penalty: 3880.528564
	Iteration 3Q: 3 clusters Score -305125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -305171.468750 Penalty: 3880.528564
	Iteration 4Q: 3 clusters Score -305171.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -305208.718750 Penalty: 3880.528564
	Iteration 5Q: 3 clusters Score -305208.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -305229.750000 Penalty: 3880.528564
	Iteration 6Q: 3 clusters Score -305229.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305241.718750 Penalty: 3880.528564
	Iteration 7Q: 3 clusters Score -305241.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305247.718750 Penalty: 3880.528564
	Iteration 8Q: 3 clusters Score -305247.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -305254.125000 Penalty: 3880.528564
	Iteration 9Q: 3 clusters Score -305254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -305258.906250 Penalty: 3880.528564
	Iteration 10Q: 3 clusters Score -305258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305262.593750 Penalty: 3880.528564
	Iteration 11Q: 3 clusters Score -305262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -305264.656250 Penalty: 3880.528564
	Iteration 12Q: 3 clusters Score -305264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305265.468750 Penalty: 3880.528564
	Iteration 13Q: 3 clusters Score -305265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305265.468750 Penalty: 3880.528564
	Iteration 14F: 3 clusters Score -305265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -108444.093750 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -108444.1 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 497 members 
Entering Unmasked Estep 
Score: -106527.195312 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -106527.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106825.273438 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -106825.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -106937.992188 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -106938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107019.171875 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -107019.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107079.531250 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -107079.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107155.343750 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -107155.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107229.015625 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -107229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107294.789062 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -107294.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107341.507812 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -107341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107363.195312 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -107363.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107376.929688 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -107376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107392.203125 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -107392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -107407.210938 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -107407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -107427.585938 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -107427.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -107445.945312 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -107445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -107455.242188 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -107455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -107468.703125 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -107468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -107473.257812 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -107473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -107475.828125 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -107475.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -107478.914062 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -107478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107486.867188 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -107486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -107491.187500 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -107491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -107494.921875 Penalty: 3402.368896
	Iteration 22Q: 3 clusters Score -107494.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -107497.132812 Penalty: 3402.368896
	Iteration 23Q: 3 clusters Score -107497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -107498.023438 Penalty: 3402.368896
	Iteration 24Q: 3 clusters Score -107498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -107498.023438 Penalty: 3402.368896
	Iteration 25F: 3 clusters Score -107498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Entering Unmasked Estep 
Score: -21095860.000000 Penalty: 2988.116699
	Iteration 0F: 2 clusters Score -2.109586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 85601 members 
Entering Unmasked Estep 
Score: -20984230.000000 Penalty: 5976.233398
	Iteration 0F: 3 clusters Score -2.098423e+07 nChanged 81948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83495 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -21031656.000000 Penalty: 5976.233398
	Iteration 1F: 3 clusters Score -2.103166e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -21032628.000000 Penalty: 5976.233398
	Iteration 2Q: 3 clusters Score -2.103263e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -21033834.000000 Penalty: 5976.233398
	Iteration 3Q: 3 clusters Score -2.103383e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -21035224.000000 Penalty: 5976.233398
	Iteration 4Q: 3 clusters Score -2.103522e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -21037500.000000 Penalty: 5976.233398
	Iteration 5Q: 3 clusters Score -2.10375e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -21041142.000000 Penalty: 5976.233398
	Iteration 6Q: 3 clusters Score -2.104114e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -21046750.000000 Penalty: 5976.233398
	Iteration 7F: 3 clusters Score -2.104675e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 113305 members 
Entering Unmasked Estep 
Score: -21054572.000000 Penalty: 5976.233398
	Iteration 8F: 3 clusters Score -2.105457e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 121633 members 
Entering Unmasked Estep 
Score: -21063924.000000 Penalty: 5976.233398
	Iteration 9F: 3 clusters Score -2.106392e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -21072568.000000 Penalty: 5976.233398
	Iteration 10F: 3 clusters Score -2.107257e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -21079112.000000 Penalty: 5976.233398
	Iteration 11F: 3 clusters Score -2.107911e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 138968 members 
Entering Unmasked Estep 
Score: -21082984.000000 Penalty: 5976.233398
	Iteration 12Q: 3 clusters Score -2.108298e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -21085332.000000 Penalty: 5976.233398
	Iteration 13Q: 3 clusters Score -2.108533e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 144976 members 
Entering Unmasked Estep 
Score: -21086964.000000 Penalty: 5976.233398
	Iteration 14Q: 3 clusters Score -2.108696e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -21088060.000000 Penalty: 5976.233398
	Iteration 15Q: 3 clusters Score -2.108806e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 149580 members 
Entering Unmasked Estep 
Score: -21088964.000000 Penalty: 5976.233398
	Iteration 16Q: 3 clusters Score -2.108896e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 151675 members 
Entering Unmasked Estep 
Score: -21089790.000000 Penalty: 5976.233398
	Iteration 17Q: 3 clusters Score -2.108979e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 153618 members 
Entering Unmasked Estep 
Score: -21090506.000000 Penalty: 5976.233398
	Iteration 18Q: 3 clusters Score -2.109051e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -21090930.000000 Penalty: 5976.233398
	Iteration 19Q: 3 clusters Score -2.109093e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -21091330.000000 Penalty: 5976.233398
	Iteration 20F: 3 clusters Score -2.109133e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 158503 members 
Entering Unmasked Estep 
Score: -21091742.000000 Penalty: 5976.233398
	Iteration 21Q: 3 clusters Score -2.109174e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -21092136.000000 Penalty: 5976.233398
	Iteration 22Q: 3 clusters Score -2.109214e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 161096 members 
Entering Unmasked Estep 
Score: -21092470.000000 Penalty: 5976.233398
	Iteration 23Q: 3 clusters Score -2.109247e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -21092734.000000 Penalty: 5976.233398
	Iteration 24Q: 3 clusters Score -2.109273e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 163205 members 
Entering Unmasked Estep 
Score: -21092962.000000 Penalty: 5976.233398
	Iteration 25Q: 3 clusters Score -2.109296e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -21093094.000000 Penalty: 5976.233398
	Iteration 26Q: 3 clusters Score -2.109309e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -21093290.000000 Penalty: 5976.233398
	Iteration 27Q: 3 clusters Score -2.109329e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -21093402.000000 Penalty: 5976.233398
	Iteration 28Q: 3 clusters Score -2.10934e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -21093492.000000 Penalty: 5976.233398
	Iteration 29Q: 3 clusters Score -2.109349e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -21093602.000000 Penalty: 5976.233398
	Iteration 30Q: 3 clusters Score -2.10936e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 166677 members 
Entering Unmasked Estep 
Score: -21093740.000000 Penalty: 5976.233398
	Iteration 31Q: 3 clusters Score -2.109374e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -21093766.000000 Penalty: 5976.233398
	Iteration 32Q: 3 clusters Score -2.109377e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -21093742.000000 Penalty: 5976.233398
	Iteration 33Q: 3 clusters Score -2.109374e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -21093762.000000 Penalty: 5976.233398
	Iteration 34Q: 3 clusters Score -2.109376e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -21093780.000000 Penalty: 5976.233398
	Iteration 35Q: 3 clusters Score -2.109378e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 167635 members 
Entering Unmasked Estep 
Score: -21093788.000000 Penalty: 5976.233398
	Iteration 36Q: 3 clusters Score -2.109379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -21093808.000000 Penalty: 5976.233398
	Iteration 37Q: 3 clusters Score -2.109381e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 167802 members 
Entering Unmasked Estep 
Score: -21093766.000000 Penalty: 5976.233398
	Iteration 38Q: 3 clusters Score -2.109377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -21093782.000000 Penalty: 5976.233398
	Iteration 39Q: 3 clusters Score -2.109378e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 167928 members 
Entering Unmasked Estep 
Score: -21093780.000000 Penalty: 5976.233398
	Iteration 40F: 3 clusters Score -2.109378e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -21093776.000000 Penalty: 5976.233398
	Iteration 41Q: 3 clusters Score -2.109378e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -21093802.000000 Penalty: 5976.233398
	Iteration 42Q: 3 clusters Score -2.10938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 168090 members 
Entering Unmasked Estep 
Score: -21093778.000000 Penalty: 5976.233398
	Iteration 43Q: 3 clusters Score -2.109378e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -21093788.000000 Penalty: 5976.233398
	Iteration 44Q: 3 clusters Score -2.109379e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 168166 members 
Entering Unmasked Estep 
Score: -21093800.000000 Penalty: 5976.233398
	Iteration 45Q: 3 clusters Score -2.10938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 168200 members 
Entering Unmasked Estep 
Score: -21093800.000000 Penalty: 5976.233398
	Iteration 46Q: 3 clusters Score -2.10938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -21093826.000000 Penalty: 5976.233398
	Iteration 47Q: 3 clusters Score -2.109383e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 168285 members 
Entering Unmasked Estep 
Score: -21093836.000000 Penalty: 5976.233398
	Iteration 48Q: 3 clusters Score -2.109384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 168332 members 
Entering Unmasked Estep 
Score: -21093822.000000 Penalty: 5976.233398
	Iteration 49Q: 3 clusters Score -2.109382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 168370 members 
Entering Unmasked Estep 
Score: -21093832.000000 Penalty: 5976.233398
	Iteration 50Q: 3 clusters Score -2.109383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -21093838.000000 Penalty: 5976.233398
	Iteration 51Q: 3 clusters Score -2.109384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -21093826.000000 Penalty: 5976.233398
	Iteration 52Q: 3 clusters Score -2.109383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -21093832.000000 Penalty: 5976.233398
	Iteration 53Q: 3 clusters Score -2.109383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 168512 members 
Entering Unmasked Estep 
Score: -21093830.000000 Penalty: 5976.233398
	Iteration 54Q: 3 clusters Score -2.109383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -21093836.000000 Penalty: 5976.233398
	Iteration 55Q: 3 clusters Score -2.109384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -21093838.000000 Penalty: 5976.233398
	Iteration 56Q: 3 clusters Score -2.109384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -21093826.000000 Penalty: 5976.233398
	Iteration 57Q: 3 clusters Score -2.109383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 168579 members 
Entering Unmasked Estep 
Score: -21093822.000000 Penalty: 5976.233398
	Iteration 58Q: 3 clusters Score -2.109382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 168585 members 
Entering Unmasked Estep 
Score: -21093824.000000 Penalty: 5976.233398
	Iteration 59Q: 3 clusters Score -2.109382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 168593 members 
Entering Unmasked Estep 
Score: -21093826.000000 Penalty: 5976.233398
	Iteration 60F: 3 clusters Score -2.109383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 168600 members 
Entering Unmasked Estep 
Score: -21093814.000000 Penalty: 5976.233398
	Iteration 61Q: 3 clusters Score -2.109381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 168611 members 
Entering Unmasked Estep 
Score: -21093822.000000 Penalty: 5976.233398
	Iteration 62Q: 3 clusters Score -2.109382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 168619 members 
Entering Unmasked Estep 
Score: -21093826.000000 Penalty: 5976.233398
	Iteration 63Q: 3 clusters Score -2.109383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 168625 members 
Entering Unmasked Estep 
Score: -21093828.000000 Penalty: 5976.233398
	Iteration 64Q: 3 clusters Score -2.109383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -21093836.000000 Penalty: 5976.233398
	Iteration 65Q: 3 clusters Score -2.109384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 168636 members 
Entering Unmasked Estep 
Score: -21093836.000000 Penalty: 5976.233398
	Iteration 66Q: 3 clusters Score -2.109384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -21093826.000000 Penalty: 5976.233398
	Iteration 67Q: 3 clusters Score -2.109383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 168644 members 
Entering Unmasked Estep 
Score: -21093828.000000 Penalty: 5976.233398
	Iteration 68Q: 3 clusters Score -2.109383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 168648 members 
Entering Unmasked Estep 
Score: -21093838.000000 Penalty: 5976.233398
	Iteration 69Q: 3 clusters Score -2.109384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -21093850.000000 Penalty: 5976.233398
	Iteration 70Q: 3 clusters Score -2.109385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 168657 members 
Entering Unmasked Estep 
Score: -21093850.000000 Penalty: 5976.233398
	Iteration 71Q: 3 clusters Score -2.109385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -21093868.000000 Penalty: 5976.233398
	Iteration 72Q: 3 clusters Score -2.109387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 168663 members 
Entering Unmasked Estep 
Score: -21093864.000000 Penalty: 5976.233398
	Iteration 73Q: 3 clusters Score -2.109386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -21093858.000000 Penalty: 5976.233398
	Iteration 74Q: 3 clusters Score -2.109386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 168665 members 
Entering Unmasked Estep 
Score: -21093852.000000 Penalty: 5976.233398
	Iteration 75Q: 3 clusters Score -2.109385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 168666 members 
Entering Unmasked Estep 
Score: -21093850.000000 Penalty: 5976.233398
	Iteration 76Q: 3 clusters Score -2.109385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -21093866.000000 Penalty: 5976.233398
	Iteration 77Q: 3 clusters Score -2.109387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 168669 members 
Entering Unmasked Estep 
Score: -21093850.000000 Penalty: 5976.233398
	Iteration 78Q: 3 clusters Score -2.109385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 168669 members 
Entering Unmasked Estep 
Score: -21093850.000000 Penalty: 5976.233398
	Iteration 79F: 3 clusters Score -2.109385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Entering Unmasked Estep 
Score: -6605269.000000 Penalty: 2699.253174
	Iteration 0F: 2 clusters Score -6605269 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 26576 members 
Entering Unmasked Estep 
Score: -6569551.500000 Penalty: 5398.506348
	Iteration 0F: 3 clusters Score -6569552 nChanged 24611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6583132.500000 Penalty: 5398.506348
	Iteration 1F: 3 clusters Score -6583132 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -6583680.500000 Penalty: 5398.506348
	Iteration 2Q: 3 clusters Score -6583680 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -6584183.500000 Penalty: 5398.506348
	Iteration 3Q: 3 clusters Score -6584184 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6584805.000000 Penalty: 5398.506348
	Iteration 4Q: 3 clusters Score -6584805 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -6585696.000000 Penalty: 5398.506348
	Iteration 5Q: 3 clusters Score -6585696 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -6586828.500000 Penalty: 5398.506348
	Iteration 6Q: 3 clusters Score -6586828 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -6588313.500000 Penalty: 5398.506348
	Iteration 7F: 3 clusters Score -6588314 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -6590449.500000 Penalty: 5398.506348
	Iteration 8F: 3 clusters Score -6590450 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -6593273.000000 Penalty: 5398.506348
	Iteration 9F: 3 clusters Score -6593273 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -6596268.000000 Penalty: 5398.506348
	Iteration 10F: 3 clusters Score -6596268 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -6598966.500000 Penalty: 5398.506348
	Iteration 11F: 3 clusters Score -6598966 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6600825.000000 Penalty: 5398.506348
	Iteration 12Q: 3 clusters Score -6600825 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6601882.500000 Penalty: 5398.506348
	Iteration 13Q: 3 clusters Score -6601882 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6602377.000000 Penalty: 5398.506348
	Iteration 14Q: 3 clusters Score -6602377 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6602573.500000 Penalty: 5398.506348
	Iteration 15Q: 3 clusters Score -6602574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6602703.500000 Penalty: 5398.506348
	Iteration 16Q: 3 clusters Score -6602704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6602807.500000 Penalty: 5398.506348
	Iteration 17Q: 3 clusters Score -6602808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6602857.500000 Penalty: 5398.506348
	Iteration 18Q: 3 clusters Score -6602858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6602882.500000 Penalty: 5398.506348
	Iteration 19Q: 3 clusters Score -6602882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6602903.000000 Penalty: 5398.506348
	Iteration 20F: 3 clusters Score -6602903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6602911.000000 Penalty: 5398.506348
	Iteration 21Q: 3 clusters Score -6602911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6602925.500000 Penalty: 5398.506348
	Iteration 22Q: 3 clusters Score -6602926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6602928.000000 Penalty: 5398.506348
	Iteration 23Q: 3 clusters Score -6602928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6602933.000000 Penalty: 5398.506348
	Iteration 24Q: 3 clusters Score -6602933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6602936.500000 Penalty: 5398.506348
	Iteration 25Q: 3 clusters Score -6602936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6602943.000000 Penalty: 5398.506348
	Iteration 26Q: 3 clusters Score -6602943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6602941.000000 Penalty: 5398.506348
	Iteration 27Q: 3 clusters Score -6602941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6602941.000000 Penalty: 5398.506348
	Iteration 28F: 3 clusters Score -6602941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Entering Unmasked Estep 
Score: -4846500.500000 Penalty: 2622.461182
	Iteration 0F: 2 clusters Score -4846500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4820053.000000 Penalty: 5244.922363
	Iteration 0F: 3 clusters Score -4820053 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -4829707.000000 Penalty: 5244.922363
	Iteration 1F: 3 clusters Score -4829707 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4830435.500000 Penalty: 5244.922363
	Iteration 2Q: 3 clusters Score -4830436 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4831457.500000 Penalty: 5244.922363
	Iteration 3F: 3 clusters Score -4831458 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -4832909.500000 Penalty: 5244.922363
	Iteration 4F: 3 clusters Score -4832910 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4834940.500000 Penalty: 5244.922363
	Iteration 5F: 3 clusters Score -4834940 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4837475.500000 Penalty: 5244.922363
	Iteration 6F: 3 clusters Score -4837476 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4840001.000000 Penalty: 5244.922363
	Iteration 7F: 3 clusters Score -4840001 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4841995.500000 Penalty: 5244.922363
	Iteration 8F: 3 clusters Score -4841996 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4843101.500000 Penalty: 5244.922363
	Iteration 9Q: 3 clusters Score -4843102 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4843707.000000 Penalty: 5244.922363
	Iteration 10Q: 3 clusters Score -4843707 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4844059.000000 Penalty: 5244.922363
	Iteration 11Q: 3 clusters Score -4844059 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4844233.000000 Penalty: 5244.922363
	Iteration 12Q: 3 clusters Score -4844233 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4844356.500000 Penalty: 5244.922363
	Iteration 13Q: 3 clusters Score -4844356 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -4844448.000000 Penalty: 5244.922363
	Iteration 14Q: 3 clusters Score -4844448 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -4844535.500000 Penalty: 5244.922363
	Iteration 15Q: 3 clusters Score -4844536 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4844631.000000 Penalty: 5244.922363
	Iteration 16Q: 3 clusters Score -4844631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -4844717.500000 Penalty: 5244.922363
	Iteration 17Q: 3 clusters Score -4844718 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4844754.000000 Penalty: 5244.922363
	Iteration 18Q: 3 clusters Score -4844754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -4844813.500000 Penalty: 5244.922363
	Iteration 19Q: 3 clusters Score -4844814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4844853.000000 Penalty: 5244.922363
	Iteration 20F: 3 clusters Score -4844853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4844857.000000 Penalty: 5244.922363
	Iteration 21Q: 3 clusters Score -4844857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -4844869.000000 Penalty: 5244.922363
	Iteration 22Q: 3 clusters Score -4844869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4844890.000000 Penalty: 5244.922363
	Iteration 23Q: 3 clusters Score -4844890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4844897.500000 Penalty: 5244.922363
	Iteration 24Q: 3 clusters Score -4844898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4844891.500000 Penalty: 5244.922363
	Iteration 25Q: 3 clusters Score -4844892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -4844902.500000 Penalty: 5244.922363
	Iteration 26Q: 3 clusters Score -4844902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4844915.000000 Penalty: 5244.922363
	Iteration 27Q: 3 clusters Score -4844915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4844922.500000 Penalty: 5244.922363
	Iteration 28Q: 3 clusters Score -4844922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4844932.000000 Penalty: 5244.922363
	Iteration 29Q: 3 clusters Score -4844932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4844934.500000 Penalty: 5244.922363
	Iteration 30Q: 3 clusters Score -4844934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4844940.000000 Penalty: 5244.922363
	Iteration 31Q: 3 clusters Score -4844940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4844951.500000 Penalty: 5244.922363
	Iteration 32Q: 3 clusters Score -4844952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4844941.000000 Penalty: 5244.922363
	Iteration 33Q: 3 clusters Score -4844941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4844940.000000 Penalty: 5244.922363
	Iteration 34Q: 3 clusters Score -4844940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -4844943.500000 Penalty: 5244.922363
	Iteration 35Q: 3 clusters Score -4844944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4844945.500000 Penalty: 5244.922363
	Iteration 36Q: 3 clusters Score -4844946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4844943.500000 Penalty: 5244.922363
	Iteration 37Q: 3 clusters Score -4844944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4844948.000000 Penalty: 5244.922363
	Iteration 38Q: 3 clusters Score -4844948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4844951.500000 Penalty: 5244.922363
	Iteration 39Q: 3 clusters Score -4844952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4844950.000000 Penalty: 5244.922363
	Iteration 40F: 3 clusters Score -4844950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4844954.000000 Penalty: 5244.922363
	Iteration 41Q: 3 clusters Score -4844954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4844951.500000 Penalty: 5244.922363
	Iteration 42Q: 3 clusters Score -4844952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4844949.500000 Penalty: 5244.922363
	Iteration 43Q: 3 clusters Score -4844950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4844952.000000 Penalty: 5244.922363
	Iteration 44Q: 3 clusters Score -4844952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4844961.500000 Penalty: 5244.922363
	Iteration 45Q: 3 clusters Score -4844962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4844962.000000 Penalty: 5244.922363
	Iteration 46Q: 3 clusters Score -4844962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4844965.500000 Penalty: 5244.922363
	Iteration 47Q: 3 clusters Score -4844966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4844967.500000 Penalty: 5244.922363
	Iteration 48Q: 3 clusters Score -4844968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4844972.500000 Penalty: 5244.922363
	Iteration 49Q: 3 clusters Score -4844972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -4844969.500000 Penalty: 5244.922363
	Iteration 50Q: 3 clusters Score -4844970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4844969.500000 Penalty: 5244.922363
	Iteration 51Q: 3 clusters Score -4844970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4844976.500000 Penalty: 5244.922363
	Iteration 52Q: 3 clusters Score -4844976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4844976.500000 Penalty: 5244.922363
	Iteration 53F: 3 clusters Score -4844976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -264558.843750 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -264558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -261852.140625 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -261852.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -262335.375000 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -262335.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -262453.687500 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -262453.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -262530.531250 Penalty: 3809.137939
	Iteration 3Q: 3 clusters Score -262530.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -262586.656250 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -262586.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -262641.843750 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -262641.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -262686.687500 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -262686.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -262729.906250 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -262729.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -262773.843750 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -262773.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -262811.937500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -262811.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -262845.281250 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -262845.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -262877.843750 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -262877.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -262895.343750 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -262895.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -262909.875000 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -262909.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -262928.593750 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -262928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -262955.812500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -262955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -262979.625000 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -262979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -262995.093750 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -262995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -263014.437500 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -263014.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -263035.750000 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -263035.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -263054.718750 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -263054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -263074.375000 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -263074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -263109.093750 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -263109.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -263138.406250 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -263138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -263153.593750 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -263153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -263173.625000 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -263173.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -263198.281250 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -263198.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -263222.625000 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -263222.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -263235.218750 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -263235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -263240.750000 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -263240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -263245.718750 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -263245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -263256.312500 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -263256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -263266.281250 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -263266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -263270.750000 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -263270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -263273.125000 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -263273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -263273.875000 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -263273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -263275.625000 Penalty: 3809.137939
	Iteration 36Q: 3 clusters Score -263275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -263278.625000 Penalty: 3809.137939
	Iteration 37Q: 3 clusters Score -263278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -263283.375000 Penalty: 3809.137939
	Iteration 38Q: 3 clusters Score -263283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -263286.500000 Penalty: 3809.137939
	Iteration 39Q: 3 clusters Score -263286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -263291.968750 Penalty: 3809.137939
	Iteration 40F: 3 clusters Score -263292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -263293.468750 Penalty: 3809.137939
	Iteration 41Q: 3 clusters Score -263293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -263293.843750 Penalty: 3809.137939
	Iteration 42Q: 3 clusters Score -263293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -263293.843750 Penalty: 3809.137939
	Iteration 43F: 3 clusters Score -263293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -790123.062500 Penalty: 2187.789551
	Iteration 0F: 2 clusters Score -790123.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -784469.625000 Penalty: 4375.579102
	Iteration 0F: 3 clusters Score -784469.6 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -786003.375000 Penalty: 4375.579102
	Iteration 1F: 3 clusters Score -786003.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -786463.750000 Penalty: 4375.579102
	Iteration 2F: 3 clusters Score -786463.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -786948.000000 Penalty: 4375.579102
	Iteration 3F: 3 clusters Score -786948 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -787453.500000 Penalty: 4375.579102
	Iteration 4F: 3 clusters Score -787453.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -787835.625000 Penalty: 4375.579102
	Iteration 5F: 3 clusters Score -787835.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -788114.437500 Penalty: 4375.579102
	Iteration 6F: 3 clusters Score -788114.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -788314.500000 Penalty: 4375.579102
	Iteration 7Q: 3 clusters Score -788314.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -788448.375000 Penalty: 4375.579102
	Iteration 8Q: 3 clusters Score -788448.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -788560.062500 Penalty: 4375.579102
	Iteration 9Q: 3 clusters Score -788560.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -788648.312500 Penalty: 4375.579102
	Iteration 10Q: 3 clusters Score -788648.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -788718.875000 Penalty: 4375.579102
	Iteration 11Q: 3 clusters Score -788718.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -788768.750000 Penalty: 4375.579102
	Iteration 12Q: 3 clusters Score -788768.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -788807.437500 Penalty: 4375.579102
	Iteration 13Q: 3 clusters Score -788807.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -788838.187500 Penalty: 4375.579102
	Iteration 14Q: 3 clusters Score -788838.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -788862.125000 Penalty: 4375.579102
	Iteration 15Q: 3 clusters Score -788862.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -788884.000000 Penalty: 4375.579102
	Iteration 16Q: 3 clusters Score -788884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -788904.875000 Penalty: 4375.579102
	Iteration 17Q: 3 clusters Score -788904.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -788928.687500 Penalty: 4375.579102
	Iteration 18Q: 3 clusters Score -788928.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -788951.187500 Penalty: 4375.579102
	Iteration 19Q: 3 clusters Score -788951.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -788968.437500 Penalty: 4375.579102
	Iteration 20F: 3 clusters Score -788968.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -788983.812500 Penalty: 4375.579102
	Iteration 21Q: 3 clusters Score -788983.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -788998.562500 Penalty: 4375.579102
	Iteration 22Q: 3 clusters Score -788998.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -789008.375000 Penalty: 4375.579102
	Iteration 23Q: 3 clusters Score -789008.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -789016.562500 Penalty: 4375.579102
	Iteration 24Q: 3 clusters Score -789016.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -789023.187500 Penalty: 4375.579102
	Iteration 25Q: 3 clusters Score -789023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -789034.250000 Penalty: 4375.579102
	Iteration 26Q: 3 clusters Score -789034.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -789038.687500 Penalty: 4375.579102
	Iteration 27Q: 3 clusters Score -789038.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -789044.250000 Penalty: 4375.579102
	Iteration 28Q: 3 clusters Score -789044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -789046.812500 Penalty: 4375.579102
	Iteration 29Q: 3 clusters Score -789046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -789050.312500 Penalty: 4375.579102
	Iteration 30Q: 3 clusters Score -789050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -789055.062500 Penalty: 4375.579102
	Iteration 31Q: 3 clusters Score -789055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -789058.562500 Penalty: 4375.579102
	Iteration 32Q: 3 clusters Score -789058.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -789061.312500 Penalty: 4375.579102
	Iteration 33Q: 3 clusters Score -789061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -789064.125000 Penalty: 4375.579102
	Iteration 34Q: 3 clusters Score -789064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -789065.750000 Penalty: 4375.579102
	Iteration 35Q: 3 clusters Score -789065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -789067.000000 Penalty: 4375.579102
	Iteration 36Q: 3 clusters Score -789067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -789066.875000 Penalty: 4375.579102
	Iteration 37Q: 3 clusters Score -789066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -789068.625000 Penalty: 4375.579102
	Iteration 38Q: 3 clusters Score -789068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -789067.812500 Penalty: 4375.579102
	Iteration 39Q: 3 clusters Score -789067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -789069.687500 Penalty: 4375.579102
	Iteration 40F: 3 clusters Score -789069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -789067.437500 Penalty: 4375.579102
	Iteration 41Q: 3 clusters Score -789067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -789068.812500 Penalty: 4375.579102
	Iteration 42Q: 3 clusters Score -789068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -789069.812500 Penalty: 4375.579102
	Iteration 43Q: 3 clusters Score -789069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -789068.562500 Penalty: 4375.579102
	Iteration 44Q: 3 clusters Score -789068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -789068.562500 Penalty: 4375.579102
	Iteration 45F: 3 clusters Score -789068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -246603.015625 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -246603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243962.093750 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -243962.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -244408.656250 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -244408.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -244527.781250 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -244527.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -244584.750000 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -244584.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -244618.171875 Penalty: 3784.227051
	Iteration 4Q: 3 clusters Score -244618.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -244641.218750 Penalty: 3784.227051
	Iteration 5Q: 3 clusters Score -244641.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244668.781250 Penalty: 3784.227051
	Iteration 6Q: 3 clusters Score -244668.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -244684.812500 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -244684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -244699.625000 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -244699.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244709.156250 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -244709.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -244720.031250 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -244720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244730.671875 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -244730.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244738.375000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -244738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -244743.968750 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -244744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -244751.296875 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -244751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -244757.718750 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -244757.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -244762.765625 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -244762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -244768.265625 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -244768.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -244778.187500 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -244778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -244792.468750 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -244792.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244801.453125 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -244801.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -244813.265625 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -244813.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -244819.093750 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -244819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -244825.078125 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -244825.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -244828.656250 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -244828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -244831.421875 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -244831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -244833.156250 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -244833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -244834.203125 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -244834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -244834.062500 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -244834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -244834.062500 Penalty: 3784.227051
	Iteration 29F: 3 clusters Score -244834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (154624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Entering Unmasked Estep 
Score: -19222996.000000 Penalty: 2963.290283
	Iteration 0F: 2 clusters Score -1.9223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -19119790.000000 Penalty: 5926.580566
	Iteration 0F: 3 clusters Score -1.911979e+07 nChanged 73964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 78128 members 
Entering Unmasked Estep 
Score: -19162470.000000 Penalty: 5926.580566
	Iteration 1F: 3 clusters Score -1.916247e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -19163278.000000 Penalty: 5926.580566
	Iteration 2Q: 3 clusters Score -1.916328e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -19164102.000000 Penalty: 5926.580566
	Iteration 3Q: 3 clusters Score -1.91641e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -19164964.000000 Penalty: 5926.580566
	Iteration 4Q: 3 clusters Score -1.916496e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -19165934.000000 Penalty: 5926.580566
	Iteration 5Q: 3 clusters Score -1.916593e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -19167274.000000 Penalty: 5926.580566
	Iteration 6Q: 3 clusters Score -1.916727e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -19169304.000000 Penalty: 5926.580566
	Iteration 7Q: 3 clusters Score -1.91693e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -19172764.000000 Penalty: 5926.580566
	Iteration 8Q: 3 clusters Score -1.917276e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 104552 members 
Entering Unmasked Estep 
Score: -19178150.000000 Penalty: 5926.580566
	Iteration 9F: 3 clusters Score -1.917815e+07 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 114746 members 
Entering Unmasked Estep 
Score: -19185970.000000 Penalty: 5926.580566
	Iteration 10F: 3 clusters Score -1.918597e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 125560 members 
Entering Unmasked Estep 
Score: -19195470.000000 Penalty: 5926.580566
	Iteration 11F: 3 clusters Score -1.919547e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -19203988.000000 Penalty: 5926.580566
	Iteration 12F: 3 clusters Score -1.920399e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -19210184.000000 Penalty: 5926.580566
	Iteration 13Q: 3 clusters Score -1.921018e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 147413 members 
Entering Unmasked Estep 
Score: -19214598.000000 Penalty: 5926.580566
	Iteration 14Q: 3 clusters Score -1.92146e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 150687 members 
Entering Unmasked Estep 
Score: -19217324.000000 Penalty: 5926.580566
	Iteration 15Q: 3 clusters Score -1.921732e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -19218942.000000 Penalty: 5926.580566
	Iteration 16Q: 3 clusters Score -1.921894e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -19219714.000000 Penalty: 5926.580566
	Iteration 17Q: 3 clusters Score -1.921971e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -19219990.000000 Penalty: 5926.580566
	Iteration 18Q: 3 clusters Score -1.921999e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 153968 members 
Entering Unmasked Estep 
Score: -19220132.000000 Penalty: 5926.580566
	Iteration 19Q: 3 clusters Score -1.922013e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -19220222.000000 Penalty: 5926.580566
	Iteration 20F: 3 clusters Score -1.922022e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -19220286.000000 Penalty: 5926.580566
	Iteration 21Q: 3 clusters Score -1.922029e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -19220328.000000 Penalty: 5926.580566
	Iteration 22Q: 3 clusters Score -1.922033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -19220332.000000 Penalty: 5926.580566
	Iteration 23Q: 3 clusters Score -1.922033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 154208 members 
Entering Unmasked Estep 
Score: -19220342.000000 Penalty: 5926.580566
	Iteration 24Q: 3 clusters Score -1.922034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -19220348.000000 Penalty: 5926.580566
	Iteration 25Q: 3 clusters Score -1.922035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 154217 members 
Entering Unmasked Estep 
Score: -19220364.000000 Penalty: 5926.580566
	Iteration 26Q: 3 clusters Score -1.922036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 154220 members 
Entering Unmasked Estep 
Score: -19220364.000000 Penalty: 5926.580566
	Iteration 27Q: 3 clusters Score -1.922036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -19220376.000000 Penalty: 5926.580566
	Iteration 28Q: 3 clusters Score -1.922038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 154225 members 
Entering Unmasked Estep 
Score: -19220372.000000 Penalty: 5926.580566
	Iteration 29Q: 3 clusters Score -1.922037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 154228 members 
Entering Unmasked Estep 
Score: -19220374.000000 Penalty: 5926.580566
	Iteration 30Q: 3 clusters Score -1.922037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 154230 members 
Entering Unmasked Estep 
Score: -19220380.000000 Penalty: 5926.580566
	Iteration 31Q: 3 clusters Score -1.922038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 154233 members 
Entering Unmasked Estep 
Score: -19220380.000000 Penalty: 5926.580566
	Iteration 32Q: 3 clusters Score -1.922038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 154234 members 
Entering Unmasked Estep 
Score: -19220386.000000 Penalty: 5926.580566
	Iteration 33Q: 3 clusters Score -1.922039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -19220386.000000 Penalty: 5926.580566
	Iteration 34Q: 3 clusters Score -1.922039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 154238 members 
Entering Unmasked Estep 
Score: -19220394.000000 Penalty: 5926.580566
	Iteration 35Q: 3 clusters Score -1.922039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154240 members 
Entering Unmasked Estep 
Score: -19220390.000000 Penalty: 5926.580566
	Iteration 36Q: 3 clusters Score -1.922039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -19220412.000000 Penalty: 5926.580566
	Iteration 37Q: 3 clusters Score -1.922041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 154249 members 
Entering Unmasked Estep 
Score: -19220402.000000 Penalty: 5926.580566
	Iteration 38Q: 3 clusters Score -1.92204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 154251 members 
Entering Unmasked Estep 
Score: -19220394.000000 Penalty: 5926.580566
	Iteration 39Q: 3 clusters Score -1.922039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -19220392.000000 Penalty: 5926.580566
	Iteration 40F: 3 clusters Score -1.922039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (210037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210037 members 
Entering Unmasked Estep 
Score: -25892152.000000 Penalty: 3039.249756
	Iteration 0F: 2 clusters Score -2.589215e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104964 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -25761290.000000 Penalty: 6078.499512
	Iteration 0F: 3 clusters Score -2.576129e+07 nChanged 101326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105560 members 
Mstep: Class 2 contains 104477 members 
Entering Unmasked Estep 
Score: -25820632.000000 Penalty: 6078.499512
	Iteration 1F: 3 clusters Score -2.582063e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -25821578.000000 Penalty: 6078.499512
	Iteration 2Q: 3 clusters Score -2.582158e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -25822682.000000 Penalty: 6078.499512
	Iteration 3Q: 3 clusters Score -2.582268e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 103049 members 
Entering Unmasked Estep 
Score: -25823784.000000 Penalty: 6078.499512
	Iteration 4Q: 3 clusters Score -2.582378e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -25825080.000000 Penalty: 6078.499512
	Iteration 5Q: 3 clusters Score -2.582508e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109285 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -25826834.000000 Penalty: 6078.499512
	Iteration 6Q: 3 clusters Score -2.582683e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -25828796.000000 Penalty: 6078.499512
	Iteration 7Q: 3 clusters Score -2.58288e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -25831566.000000 Penalty: 6078.499512
	Iteration 8Q: 3 clusters Score -2.583157e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -25835860.000000 Penalty: 6078.499512
	Iteration 9Q: 3 clusters Score -2.583586e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 90732 members 
Entering Unmasked Estep 
Score: -25842976.000000 Penalty: 6078.499512
	Iteration 10F: 3 clusters Score -2.584298e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122439 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -25853206.000000 Penalty: 6078.499512
	Iteration 11F: 3 clusters Score -2.585321e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -25863664.000000 Penalty: 6078.499512
	Iteration 12F: 3 clusters Score -2.586366e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -25870858.000000 Penalty: 6078.499512
	Iteration 13F: 3 clusters Score -2.587086e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 82573 members 
Entering Unmasked Estep 
Score: -25874554.000000 Penalty: 6078.499512
	Iteration 14Q: 3 clusters Score -2.587455e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -25877562.000000 Penalty: 6078.499512
	Iteration 15Q: 3 clusters Score -2.587756e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -25880626.000000 Penalty: 6078.499512
	Iteration 16Q: 3 clusters Score -2.588063e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -25883530.000000 Penalty: 6078.499512
	Iteration 17Q: 3 clusters Score -2.588353e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130573 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -25886226.000000 Penalty: 6078.499512
	Iteration 18Q: 3 clusters Score -2.588623e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130662 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -25888590.000000 Penalty: 6078.499512
	Iteration 19Q: 3 clusters Score -2.588859e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130668 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -25890566.000000 Penalty: 6078.499512
	Iteration 20F: 3 clusters Score -2.589057e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130639 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -25891742.000000 Penalty: 6078.499512
	Iteration 21Q: 3 clusters Score -2.589174e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130602 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -25892424.000000 Penalty: 6078.499512
	Iteration 22Q: 3 clusters Score -2.589242e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -25892726.000000 Penalty: 6078.499512
	Iteration 23Q: 3 clusters Score -2.589273e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130527 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -25892940.000000 Penalty: 6078.499512
	Iteration 24Q: 3 clusters Score -2.589294e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -25893148.000000 Penalty: 6078.499512
	Iteration 25Q: 3 clusters Score -2.589315e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -25893212.000000 Penalty: 6078.499512
	Iteration 26Q: 3 clusters Score -2.589321e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -25893262.000000 Penalty: 6078.499512
	Iteration 27Q: 3 clusters Score -2.589326e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130850 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -25893282.000000 Penalty: 6078.499512
	Iteration 28Q: 3 clusters Score -2.589328e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130956 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -25893224.000000 Penalty: 6078.499512
	Iteration 29Q: 3 clusters Score -2.589322e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -25893276.000000 Penalty: 6078.499512
	Iteration 30Q: 3 clusters Score -2.589328e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131103 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -25893252.000000 Penalty: 6078.499512
	Iteration 31Q: 3 clusters Score -2.589325e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -25893262.000000 Penalty: 6078.499512
	Iteration 32Q: 3 clusters Score -2.589326e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -25893258.000000 Penalty: 6078.499512
	Iteration 33Q: 3 clusters Score -2.589326e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -25893276.000000 Penalty: 6078.499512
	Iteration 34Q: 3 clusters Score -2.589328e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131350 members 
Mstep: Class 2 contains 78687 members 
Entering Unmasked Estep 
Score: -25893280.000000 Penalty: 6078.499512
	Iteration 35Q: 3 clusters Score -2.589328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131402 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -25893270.000000 Penalty: 6078.499512
	Iteration 36Q: 3 clusters Score -2.589327e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -25893276.000000 Penalty: 6078.499512
	Iteration 37Q: 3 clusters Score -2.589328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131455 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -25893276.000000 Penalty: 6078.499512
	Iteration 38Q: 3 clusters Score -2.589328e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131490 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -25893302.000000 Penalty: 6078.499512
	Iteration 39Q: 3 clusters Score -2.58933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131524 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -25893274.000000 Penalty: 6078.499512
	Iteration 40F: 3 clusters Score -2.589327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131549 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -25893280.000000 Penalty: 6078.499512
	Iteration 41Q: 3 clusters Score -2.589328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -25893286.000000 Penalty: 6078.499512
	Iteration 42Q: 3 clusters Score -2.589329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131588 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -25893256.000000 Penalty: 6078.499512
	Iteration 43Q: 3 clusters Score -2.589326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131615 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -25893244.000000 Penalty: 6078.499512
	Iteration 44Q: 3 clusters Score -2.589324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131639 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -25893226.000000 Penalty: 6078.499512
	Iteration 45Q: 3 clusters Score -2.589323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131665 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
Score: -25893210.000000 Penalty: 6078.499512
	Iteration 46Q: 3 clusters Score -2.589321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131688 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -25893240.000000 Penalty: 6078.499512
	Iteration 47Q: 3 clusters Score -2.589324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131708 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -25893204.000000 Penalty: 6078.499512
	Iteration 48Q: 3 clusters Score -2.58932e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 49Q: 3 clusters Score -2.589321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131757 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -25893216.000000 Penalty: 6078.499512
	Iteration 50Q: 3 clusters Score -2.589322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -25893214.000000 Penalty: 6078.499512
	Iteration 51Q: 3 clusters Score -2.589321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131792 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 52Q: 3 clusters Score -2.589321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -25893198.000000 Penalty: 6078.499512
	Iteration 53Q: 3 clusters Score -2.58932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -25893206.000000 Penalty: 6078.499512
	Iteration 54Q: 3 clusters Score -2.589321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -25893196.000000 Penalty: 6078.499512
	Iteration 55Q: 3 clusters Score -2.58932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131840 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -25893210.000000 Penalty: 6078.499512
	Iteration 56Q: 3 clusters Score -2.589321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131851 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 57Q: 3 clusters Score -2.589321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131861 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -25893218.000000 Penalty: 6078.499512
	Iteration 58Q: 3 clusters Score -2.589322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 59Q: 3 clusters Score -2.589321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -25893216.000000 Penalty: 6078.499512
	Iteration 60F: 3 clusters Score -2.589322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131889 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -25893206.000000 Penalty: 6078.499512
	Iteration 61Q: 3 clusters Score -2.589321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131901 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -25893218.000000 Penalty: 6078.499512
	Iteration 62Q: 3 clusters Score -2.589322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131918 members 
Mstep: Class 2 contains 78119 members 
Entering Unmasked Estep 
Score: -25893240.000000 Penalty: 6078.499512
	Iteration 63Q: 3 clusters Score -2.589324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -25893228.000000 Penalty: 6078.499512
	Iteration 64Q: 3 clusters Score -2.589323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131933 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -25893222.000000 Penalty: 6078.499512
	Iteration 65Q: 3 clusters Score -2.589322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131943 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -25893212.000000 Penalty: 6078.499512
	Iteration 66Q: 3 clusters Score -2.589321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -25893216.000000 Penalty: 6078.499512
	Iteration 67Q: 3 clusters Score -2.589322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131950 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -25893222.000000 Penalty: 6078.499512
	Iteration 68Q: 3 clusters Score -2.589322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131956 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -25893228.000000 Penalty: 6078.499512
	Iteration 69Q: 3 clusters Score -2.589323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131960 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -25893214.000000 Penalty: 6078.499512
	Iteration 70Q: 3 clusters Score -2.589321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -25893232.000000 Penalty: 6078.499512
	Iteration 71Q: 3 clusters Score -2.589323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -25893226.000000 Penalty: 6078.499512
	Iteration 72Q: 3 clusters Score -2.589323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131972 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -25893220.000000 Penalty: 6078.499512
	Iteration 73Q: 3 clusters Score -2.589322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131976 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -25893206.000000 Penalty: 6078.499512
	Iteration 74Q: 3 clusters Score -2.589321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -25893206.000000 Penalty: 6078.499512
	Iteration 75Q: 3 clusters Score -2.589321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 76Q: 3 clusters Score -2.589321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131992 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -25893198.000000 Penalty: 6078.499512
	Iteration 77Q: 3 clusters Score -2.58932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 78Q: 3 clusters Score -2.589321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132002 members 
Mstep: Class 2 contains 78035 members 
Entering Unmasked Estep 
Score: -25893218.000000 Penalty: 6078.499512
	Iteration 79Q: 3 clusters Score -2.589322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132008 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -25893196.000000 Penalty: 6078.499512
	Iteration 80F: 3 clusters Score -2.58932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -25893198.000000 Penalty: 6078.499512
	Iteration 81Q: 3 clusters Score -2.58932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132020 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -25893212.000000 Penalty: 6078.499512
	Iteration 82Q: 3 clusters Score -2.589321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132024 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 83Q: 3 clusters Score -2.589321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132027 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -25893208.000000 Penalty: 6078.499512
	Iteration 84Q: 3 clusters Score -2.589321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -25893206.000000 Penalty: 6078.499512
	Iteration 85Q: 3 clusters Score -2.589321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132035 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -25893202.000000 Penalty: 6078.499512
	Iteration 86Q: 3 clusters Score -2.58932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132042 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -25893200.000000 Penalty: 6078.499512
	Iteration 87Q: 3 clusters Score -2.58932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -25893202.000000 Penalty: 6078.499512
	Iteration 88Q: 3 clusters Score -2.58932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -25893178.000000 Penalty: 6078.499512
	Iteration 89Q: 3 clusters Score -2.589318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -25893188.000000 Penalty: 6078.499512
	Iteration 90Q: 3 clusters Score -2.589319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132055 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -25893190.000000 Penalty: 6078.499512
	Iteration 91Q: 3 clusters Score -2.589319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132058 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -25893184.000000 Penalty: 6078.499512
	Iteration 92Q: 3 clusters Score -2.589318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132060 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -25893188.000000 Penalty: 6078.499512
	Iteration 93Q: 3 clusters Score -2.589319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132061 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -25893184.000000 Penalty: 6078.499512
	Iteration 94Q: 3 clusters Score -2.589318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132062 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -25893182.000000 Penalty: 6078.499512
	Iteration 95Q: 3 clusters Score -2.589318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -25893186.000000 Penalty: 6078.499512
	Iteration 96Q: 3 clusters Score -2.589319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132066 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -25893188.000000 Penalty: 6078.499512
	Iteration 97Q: 3 clusters Score -2.589319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132068 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -25893194.000000 Penalty: 6078.499512
	Iteration 98Q: 3 clusters Score -2.589319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132074 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -25893180.000000 Penalty: 6078.499512
	Iteration 99Q: 3 clusters Score -2.589318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132079 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -25893202.000000 Penalty: 6078.499512
	Iteration 100F: 3 clusters Score -2.58932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132082 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -25893194.000000 Penalty: 6078.499512
	Iteration 101Q: 3 clusters Score -2.589319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132087 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -25893192.000000 Penalty: 6078.499512
	Iteration 102Q: 3 clusters Score -2.589319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132091 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -25893192.000000 Penalty: 6078.499512
	Iteration 103Q: 3 clusters Score -2.589319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132097 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -25893184.000000 Penalty: 6078.499512
	Iteration 104Q: 3 clusters Score -2.589318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -25893178.000000 Penalty: 6078.499512
	Iteration 105Q: 3 clusters Score -2.589318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132104 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -25893166.000000 Penalty: 6078.499512
	Iteration 106Q: 3 clusters Score -2.589317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132108 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -25893170.000000 Penalty: 6078.499512
	Iteration 107Q: 3 clusters Score -2.589317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132115 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -25893176.000000 Penalty: 6078.499512
	Iteration 108Q: 3 clusters Score -2.589318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132126 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -25893168.000000 Penalty: 6078.499512
	Iteration 109Q: 3 clusters Score -2.589317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132133 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -25893162.000000 Penalty: 6078.499512
	Iteration 110Q: 3 clusters Score -2.589316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132138 members 
Mstep: Class 2 contains 77899 members 
Entering Unmasked Estep 
Score: -25893178.000000 Penalty: 6078.499512
	Iteration 111Q: 3 clusters Score -2.589318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132142 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -25893172.000000 Penalty: 6078.499512
	Iteration 112Q: 3 clusters Score -2.589317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132144 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -25893176.000000 Penalty: 6078.499512
	Iteration 113Q: 3 clusters Score -2.589318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132145 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -25893170.000000 Penalty: 6078.499512
	Iteration 114Q: 3 clusters Score -2.589317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132148 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -25893186.000000 Penalty: 6078.499512
	Iteration 115Q: 3 clusters Score -2.589319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -25893194.000000 Penalty: 6078.499512
	Iteration 116Q: 3 clusters Score -2.589319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132152 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -25893182.000000 Penalty: 6078.499512
	Iteration 117Q: 3 clusters Score -2.589318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132157 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -25893182.000000 Penalty: 6078.499512
	Iteration 118Q: 3 clusters Score -2.589318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132164 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -25893198.000000 Penalty: 6078.499512
	Iteration 119Q: 3 clusters Score -2.58932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -25893170.000000 Penalty: 6078.499512
	Iteration 120F: 3 clusters Score -2.589317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132194 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -25893190.000000 Penalty: 6078.499512
	Iteration 121Q: 3 clusters Score -2.589319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132205 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -25893178.000000 Penalty: 6078.499512
	Iteration 122Q: 3 clusters Score -2.589318e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132214 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -25893170.000000 Penalty: 6078.499512
	Iteration 123Q: 3 clusters Score -2.589317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132224 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -25893156.000000 Penalty: 6078.499512
	Iteration 124Q: 3 clusters Score -2.589316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132232 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -25893152.000000 Penalty: 6078.499512
	Iteration 125Q: 3 clusters Score -2.589315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132249 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -25893160.000000 Penalty: 6078.499512
	Iteration 126Q: 3 clusters Score -2.589316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132263 members 
Mstep: Class 2 contains 77774 members 
Entering Unmasked Estep 
Score: -25893168.000000 Penalty: 6078.499512
	Iteration 127Q: 3 clusters Score -2.589317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132283 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -25893170.000000 Penalty: 6078.499512
	Iteration 128Q: 3 clusters Score -2.589317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -25893172.000000 Penalty: 6078.499512
	Iteration 129Q: 3 clusters Score -2.589317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132304 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -25893160.000000 Penalty: 6078.499512
	Iteration 130Q: 3 clusters Score -2.589316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -25893180.000000 Penalty: 6078.499512
	Iteration 131Q: 3 clusters Score -2.589318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132329 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -25893168.000000 Penalty: 6078.499512
	Iteration 132Q: 3 clusters Score -2.589317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132337 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -25893172.000000 Penalty: 6078.499512
	Iteration 133Q: 3 clusters Score -2.589317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132343 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -25893164.000000 Penalty: 6078.499512
	Iteration 134Q: 3 clusters Score -2.589316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132349 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -25893174.000000 Penalty: 6078.499512
	Iteration 135Q: 3 clusters Score -2.589317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132357 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -25893162.000000 Penalty: 6078.499512
	Iteration 136Q: 3 clusters Score -2.589316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132364 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -25893172.000000 Penalty: 6078.499512
	Iteration 137Q: 3 clusters Score -2.589317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132369 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.589317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132375 members 
Mstep: Class 2 contains 77662 members 
Entering Unmasked Estep 
Score: -25893160.000000 Penalty: 6078.499512
	Iteration 139Q: 3 clusters Score -2.589316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132380 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -25893130.000000 Penalty: 6078.499512
	Iteration 140F: 3 clusters Score -2.589313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132387 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -25893140.000000 Penalty: 6078.499512
	Iteration 141Q: 3 clusters Score -2.589314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132397 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -25893124.000000 Penalty: 6078.499512
	Iteration 142Q: 3 clusters Score -2.589312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132414 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -25893124.000000 Penalty: 6078.499512
	Iteration 143Q: 3 clusters Score -2.589312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132433 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -25893130.000000 Penalty: 6078.499512
	Iteration 144Q: 3 clusters Score -2.589313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132454 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -25893112.000000 Penalty: 6078.499512
	Iteration 145Q: 3 clusters Score -2.589311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -25893126.000000 Penalty: 6078.499512
	Iteration 146Q: 3 clusters Score -2.589313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -25893118.000000 Penalty: 6078.499512
	Iteration 147Q: 3 clusters Score -2.589312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132499 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -25893112.000000 Penalty: 6078.499512
	Iteration 148Q: 3 clusters Score -2.589311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132515 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -25893122.000000 Penalty: 6078.499512
	Iteration 149Q: 3 clusters Score -2.589312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -25893130.000000 Penalty: 6078.499512
	Iteration 150Q: 3 clusters Score -2.589313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -25893146.000000 Penalty: 6078.499512
	Iteration 151Q: 3 clusters Score -2.589315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132554 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -25893154.000000 Penalty: 6078.499512
	Iteration 152Q: 3 clusters Score -2.589315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132567 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -25893150.000000 Penalty: 6078.499512
	Iteration 153Q: 3 clusters Score -2.589315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -25893160.000000 Penalty: 6078.499512
	Iteration 154Q: 3 clusters Score -2.589316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 77435 members 
Entering Unmasked Estep 
Score: -25893152.000000 Penalty: 6078.499512
	Iteration 155Q: 3 clusters Score -2.589315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -25893134.000000 Penalty: 6078.499512
	Iteration 156Q: 3 clusters Score -2.589313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132647 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -25893140.000000 Penalty: 6078.499512
	Iteration 157Q: 3 clusters Score -2.589314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132682 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -25893130.000000 Penalty: 6078.499512
	Iteration 158Q: 3 clusters Score -2.589313e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132719 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -25893094.000000 Penalty: 6078.499512
	Iteration 159Q: 3 clusters Score -2.589309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -25893110.000000 Penalty: 6078.499512
	Iteration 160F: 3 clusters Score -2.589311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132771 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -25893118.000000 Penalty: 6078.499512
	Iteration 161Q: 3 clusters Score -2.589312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132796 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -25893128.000000 Penalty: 6078.499512
	Iteration 162Q: 3 clusters Score -2.589313e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -25893088.000000 Penalty: 6078.499512
	Iteration 163Q: 3 clusters Score -2.589309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132874 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -25893068.000000 Penalty: 6078.499512
	Iteration 164Q: 3 clusters Score -2.589307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -25893064.000000 Penalty: 6078.499512
	Iteration 165Q: 3 clusters Score -2.589306e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132945 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -25893052.000000 Penalty: 6078.499512
	Iteration 166Q: 3 clusters Score -2.589305e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132974 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -25893046.000000 Penalty: 6078.499512
	Iteration 167Q: 3 clusters Score -2.589305e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133003 members 
Mstep: Class 2 contains 77034 members 
Entering Unmasked Estep 
Score: -25893076.000000 Penalty: 6078.499512
	Iteration 168Q: 3 clusters Score -2.589308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133031 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -25893088.000000 Penalty: 6078.499512
	Iteration 169Q: 3 clusters Score -2.589309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133048 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -25893084.000000 Penalty: 6078.499512
	Iteration 170Q: 3 clusters Score -2.589308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133067 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -25893082.000000 Penalty: 6078.499512
	Iteration 171Q: 3 clusters Score -2.589308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133086 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -25893080.000000 Penalty: 6078.499512
	Iteration 172Q: 3 clusters Score -2.589308e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -25893086.000000 Penalty: 6078.499512
	Iteration 173Q: 3 clusters Score -2.589309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -25893100.000000 Penalty: 6078.499512
	Iteration 174Q: 3 clusters Score -2.58931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -25893106.000000 Penalty: 6078.499512
	Iteration 175Q: 3 clusters Score -2.589311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133157 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -25893086.000000 Penalty: 6078.499512
	Iteration 176Q: 3 clusters Score -2.589309e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133181 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -25893106.000000 Penalty: 6078.499512
	Iteration 177Q: 3 clusters Score -2.589311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -25893110.000000 Penalty: 6078.499512
	Iteration 178Q: 3 clusters Score -2.589311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133199 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -25893096.000000 Penalty: 6078.499512
	Iteration 179Q: 3 clusters Score -2.58931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133210 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -25893098.000000 Penalty: 6078.499512
	Iteration 180F: 3 clusters Score -2.58931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -25893088.000000 Penalty: 6078.499512
	Iteration 181Q: 3 clusters Score -2.589309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -25893100.000000 Penalty: 6078.499512
	Iteration 182Q: 3 clusters Score -2.58931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133245 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -25893094.000000 Penalty: 6078.499512
	Iteration 183Q: 3 clusters Score -2.589309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133250 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -25893096.000000 Penalty: 6078.499512
	Iteration 184Q: 3 clusters Score -2.58931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -25893092.000000 Penalty: 6078.499512
	Iteration 185Q: 3 clusters Score -2.589309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133257 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -25893086.000000 Penalty: 6078.499512
	Iteration 186Q: 3 clusters Score -2.589309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133261 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -25893092.000000 Penalty: 6078.499512
	Iteration 187Q: 3 clusters Score -2.589309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133262 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -25893096.000000 Penalty: 6078.499512
	Iteration 188Q: 3 clusters Score -2.58931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133267 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -25893104.000000 Penalty: 6078.499512
	Iteration 189Q: 3 clusters Score -2.58931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133272 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -25893098.000000 Penalty: 6078.499512
	Iteration 190Q: 3 clusters Score -2.58931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133276 members 
Mstep: Class 2 contains 76761 members 
Entering Unmasked Estep 
Score: -25893100.000000 Penalty: 6078.499512
	Iteration 191Q: 3 clusters Score -2.58931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 76759 members 
Entering Unmasked Estep 
Score: -25893090.000000 Penalty: 6078.499512
	Iteration 192Q: 3 clusters Score -2.589309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -25893098.000000 Penalty: 6078.499512
	Iteration 193Q: 3 clusters Score -2.58931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133284 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -25893106.000000 Penalty: 6078.499512
	Iteration 194Q: 3 clusters Score -2.589311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133287 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -25893104.000000 Penalty: 6078.499512
	Iteration 195Q: 3 clusters Score -2.58931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133289 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -25893102.000000 Penalty: 6078.499512
	Iteration 196Q: 3 clusters Score -2.58931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -25893104.000000 Penalty: 6078.499512
	Iteration 197Q: 3 clusters Score -2.58931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -25893104.000000 Penalty: 6078.499512
	Iteration 198F: 3 clusters Score -2.58931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 66427 members 
Mstep: Class 3 contains 5664 members 
Mstep: Class 4 contains 58379 members 
Mstep: Class 5 contains 62091 members 
Mstep: Class 6 contains 23381 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 170904 members 
Mstep: Class 13 contains 53321 members 
Mstep: Class 14 contains 39122 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 154624 members 
Mstep: Class 19 contains 133290 members 
Mstep: Class 20 contains 176542 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40548 members 
Mstep: Class 23 contains 64591 members 
Mstep: Class 24 contains 58790 members 
Mstep: Class 25 contains 10862 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 31050 members 
Mstep: Class 29 contains 174645 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 535 members 
Mstep: Class 32 contains 169957 members 
Mstep: Class 33 contains 76747 members 
Entering Unmasked Estep 
Score: -194764464.000000 Penalty: 116973.156250
Splitting cluster 19 changes total score from -194763408.000000 to -194764464.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (176542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Entering Unmasked Estep 
Score: -21875278.000000 Penalty: 2996.166016
	Iteration 0F: 2 clusters Score -2.187528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -21759850.000000 Penalty: 5992.332031
	Iteration 0F: 3 clusters Score -2.175985e+07 nChanged 84877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -21809104.000000 Penalty: 5992.332031
	Iteration 1F: 3 clusters Score -2.18091e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -21809786.000000 Penalty: 5992.332031
	Iteration 2Q: 3 clusters Score -2.180979e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -21810842.000000 Penalty: 5992.332031
	Iteration 3Q: 3 clusters Score -2.181084e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -21812398.000000 Penalty: 5992.332031
	Iteration 4Q: 3 clusters Score -2.18124e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -21815112.000000 Penalty: 5992.332031
	Iteration 5Q: 3 clusters Score -2.181511e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -21820426.000000 Penalty: 5992.332031
	Iteration 6F: 3 clusters Score -2.182043e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130095 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -21830160.000000 Penalty: 5992.332031
	Iteration 7F: 3 clusters Score -2.183016e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146272 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -21844858.000000 Penalty: 5992.332031
	Iteration 8F: 3 clusters Score -2.184486e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -21859908.000000 Penalty: 5992.332031
	Iteration 9F: 3 clusters Score -2.185991e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171613 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -21868580.000000 Penalty: 5992.332031
	Iteration 10F: 3 clusters Score -2.186858e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175296 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21871438.000000 Penalty: 5992.332031
	Iteration 11Q: 3 clusters Score -2.187144e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21872182.000000 Penalty: 5992.332031
	Iteration 12Q: 3 clusters Score -2.187218e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21872354.000000 Penalty: 5992.332031
	Iteration 13Q: 3 clusters Score -2.187235e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176314 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21872454.000000 Penalty: 5992.332031
	Iteration 14Q: 3 clusters Score -2.187245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176337 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21872516.000000 Penalty: 5992.332031
	Iteration 15Q: 3 clusters Score -2.187252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176345 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21872548.000000 Penalty: 5992.332031
	Iteration 16Q: 3 clusters Score -2.187255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176352 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21872574.000000 Penalty: 5992.332031
	Iteration 17Q: 3 clusters Score -2.187257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21872568.000000 Penalty: 5992.332031
	Iteration 18Q: 3 clusters Score -2.187257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21872574.000000 Penalty: 5992.332031
	Iteration 19Q: 3 clusters Score -2.187257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176353 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21872574.000000 Penalty: 5992.332031
	Iteration 20F: 3 clusters Score -2.187257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -111967.710938 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -111967.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110028.140625 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -110028.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -110372.445312 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -110372.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110463.421875 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -110463.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110500.703125 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -110500.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110518.468750 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -110518.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110536.570312 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -110536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -110556.351562 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -110556.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110572.312500 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -110572.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -110589.117188 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -110589.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110607.562500 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -110607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110625.390625 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -110625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110637.875000 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -110637.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110640.882812 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -110640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110643.171875 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -110643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110644.500000 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -110644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110646.070312 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -110646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110651.382812 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -110651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110653.445312 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -110653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110657.445312 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -110657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110661.070312 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -110661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110665.148438 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -110665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110671.757812 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -110671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110678.250000 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -110678.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110686.257812 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -110686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110691.937500 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -110691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110699.101562 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -110699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110704.468750 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -110704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110708.375000 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -110708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110710.265625 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -110710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -110712.867188 Penalty: 3432.653076
	Iteration 29Q: 3 clusters Score -110712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110715.460938 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -110715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -110715.460938 Penalty: 3432.653076
	Iteration 31F: 3 clusters Score -110715.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Entering Unmasked Estep 
Score: -5048740.500000 Penalty: 2631.340088
	Iteration 0F: 2 clusters Score -5048740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -5021226.500000 Penalty: 5262.680176
	Iteration 0F: 3 clusters Score -5021226 nChanged 18624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -5031424.000000 Penalty: 5262.680176
	Iteration 1F: 3 clusters Score -5031424 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5031831.000000 Penalty: 5262.680176
	Iteration 2Q: 3 clusters Score -5031831 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5032275.000000 Penalty: 5262.680176
	Iteration 3Q: 3 clusters Score -5032275 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5032714.500000 Penalty: 5262.680176
	Iteration 4Q: 3 clusters Score -5032714 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5033194.500000 Penalty: 5262.680176
	Iteration 5Q: 3 clusters Score -5033194 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -5033721.000000 Penalty: 5262.680176
	Iteration 6Q: 3 clusters Score -5033721 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5034385.500000 Penalty: 5262.680176
	Iteration 7Q: 3 clusters Score -5034386 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5035321.500000 Penalty: 5262.680176
	Iteration 8Q: 3 clusters Score -5035322 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5036673.000000 Penalty: 5262.680176
	Iteration 9F: 3 clusters Score -5036673 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -5038488.000000 Penalty: 5262.680176
	Iteration 10F: 3 clusters Score -5038488 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5040615.000000 Penalty: 5262.680176
	Iteration 11F: 3 clusters Score -5040615 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5042679.000000 Penalty: 5262.680176
	Iteration 12F: 3 clusters Score -5042679 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5044318.000000 Penalty: 5262.680176
	Iteration 13Q: 3 clusters Score -5044318 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5045355.500000 Penalty: 5262.680176
	Iteration 14Q: 3 clusters Score -5045356 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5045877.500000 Penalty: 5262.680176
	Iteration 15Q: 3 clusters Score -5045878 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5046125.500000 Penalty: 5262.680176
	Iteration 16Q: 3 clusters Score -5046126 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5046219.000000 Penalty: 5262.680176
	Iteration 17Q: 3 clusters Score -5046219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5046288.500000 Penalty: 5262.680176
	Iteration 18Q: 3 clusters Score -5046288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5046342.000000 Penalty: 5262.680176
	Iteration 19Q: 3 clusters Score -5046342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5046356.500000 Penalty: 5262.680176
	Iteration 20F: 3 clusters Score -5046356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5046374.500000 Penalty: 5262.680176
	Iteration 21Q: 3 clusters Score -5046374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5046383.000000 Penalty: 5262.680176
	Iteration 22Q: 3 clusters Score -5046383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5046398.000000 Penalty: 5262.680176
	Iteration 23Q: 3 clusters Score -5046398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5046407.000000 Penalty: 5262.680176
	Iteration 24Q: 3 clusters Score -5046407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5046419.000000 Penalty: 5262.680176
	Iteration 25Q: 3 clusters Score -5046419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5046424.500000 Penalty: 5262.680176
	Iteration 26Q: 3 clusters Score -5046424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5046428.000000 Penalty: 5262.680176
	Iteration 27Q: 3 clusters Score -5046428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5046441.000000 Penalty: 5262.680176
	Iteration 28Q: 3 clusters Score -5046441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5046450.500000 Penalty: 5262.680176
	Iteration 29Q: 3 clusters Score -5046450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5046455.000000 Penalty: 5262.680176
	Iteration 30Q: 3 clusters Score -5046455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5046455.000000 Penalty: 5262.680176
	Iteration 31Q: 3 clusters Score -5046455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5046460.500000 Penalty: 5262.680176
	Iteration 32Q: 3 clusters Score -5046460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5046466.000000 Penalty: 5262.680176
	Iteration 33Q: 3 clusters Score -5046466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5046474.000000 Penalty: 5262.680176
	Iteration 34Q: 3 clusters Score -5046474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5046478.500000 Penalty: 5262.680176
	Iteration 35Q: 3 clusters Score -5046478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5046473.500000 Penalty: 5262.680176
	Iteration 36Q: 3 clusters Score -5046474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5046477.000000 Penalty: 5262.680176
	Iteration 37Q: 3 clusters Score -5046477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5046477.000000 Penalty: 5262.680176
	Iteration 38F: 3 clusters Score -5046477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (64591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Entering Unmasked Estep 
Score: -8044459.500000 Penalty: 2746.805908
	Iteration 0F: 2 clusters Score -8044460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8000795.000000 Penalty: 5493.611816
	Iteration 0F: 3 clusters Score -8000795 nChanged 30369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -8017931.500000 Penalty: 5493.611816
	Iteration 1F: 3 clusters Score -8017932 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -8018482.500000 Penalty: 5493.611816
	Iteration 2Q: 3 clusters Score -8018482 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -8018944.000000 Penalty: 5493.611816
	Iteration 3Q: 3 clusters Score -8018944 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -8019317.000000 Penalty: 5493.611816
	Iteration 4Q: 3 clusters Score -8019317 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -8019774.000000 Penalty: 5493.611816
	Iteration 5Q: 3 clusters Score -8019774 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -8020328.000000 Penalty: 5493.611816
	Iteration 6Q: 3 clusters Score -8020328 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -8021001.000000 Penalty: 5493.611816
	Iteration 7Q: 3 clusters Score -8021001 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -8022025.500000 Penalty: 5493.611816
	Iteration 8Q: 3 clusters Score -8022026 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8023476.500000 Penalty: 5493.611816
	Iteration 9Q: 3 clusters Score -8023476 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -8025656.500000 Penalty: 5493.611816
	Iteration 10F: 3 clusters Score -8025656 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8028634.500000 Penalty: 5493.611816
	Iteration 11F: 3 clusters Score -8028634 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8031970.000000 Penalty: 5493.611816
	Iteration 12F: 3 clusters Score -8031970 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -8034577.500000 Penalty: 5493.611816
	Iteration 13F: 3 clusters Score -8034578 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -8036253.500000 Penalty: 5493.611816
	Iteration 14Q: 3 clusters Score -8036254 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -8037390.500000 Penalty: 5493.611816
	Iteration 15Q: 3 clusters Score -8037390 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -8038261.000000 Penalty: 5493.611816
	Iteration 16Q: 3 clusters Score -8038261 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -8039064.500000 Penalty: 5493.611816
	Iteration 17Q: 3 clusters Score -8039064 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -8039776.000000 Penalty: 5493.611816
	Iteration 18Q: 3 clusters Score -8039776 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -8040398.500000 Penalty: 5493.611816
	Iteration 19Q: 3 clusters Score -8040398 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -8040907.000000 Penalty: 5493.611816
	Iteration 20F: 3 clusters Score -8040907 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -8041326.500000 Penalty: 5493.611816
	Iteration 21Q: 3 clusters Score -8041326 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -8041616.000000 Penalty: 5493.611816
	Iteration 22Q: 3 clusters Score -8041616 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -8041790.000000 Penalty: 5493.611816
	Iteration 23Q: 3 clusters Score -8041790 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -8041936.500000 Penalty: 5493.611816
	Iteration 24Q: 3 clusters Score -8041936 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -8042041.000000 Penalty: 5493.611816
	Iteration 25Q: 3 clusters Score -8042041 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -8042125.500000 Penalty: 5493.611816
	Iteration 26Q: 3 clusters Score -8042126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -8042212.000000 Penalty: 5493.611816
	Iteration 27Q: 3 clusters Score -8042212 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -8042320.500000 Penalty: 5493.611816
	Iteration 28Q: 3 clusters Score -8042320 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 60409 members 
Entering Unmasked Estep 
Score: -8042386.000000 Penalty: 5493.611816
	Iteration 29Q: 3 clusters Score -8042386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -8042453.000000 Penalty: 5493.611816
	Iteration 30Q: 3 clusters Score -8042453 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8042514.500000 Penalty: 5493.611816
	Iteration 31Q: 3 clusters Score -8042514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -8042529.000000 Penalty: 5493.611816
	Iteration 32Q: 3 clusters Score -8042529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -8042567.500000 Penalty: 5493.611816
	Iteration 33Q: 3 clusters Score -8042568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -8042583.000000 Penalty: 5493.611816
	Iteration 34Q: 3 clusters Score -8042583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -8042614.500000 Penalty: 5493.611816
	Iteration 35Q: 3 clusters Score -8042614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8042623.500000 Penalty: 5493.611816
	Iteration 36Q: 3 clusters Score -8042624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -8042658.000000 Penalty: 5493.611816
	Iteration 37Q: 3 clusters Score -8042658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -8042662.000000 Penalty: 5493.611816
	Iteration 38Q: 3 clusters Score -8042662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -8042679.500000 Penalty: 5493.611816
	Iteration 39Q: 3 clusters Score -8042680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -8042681.500000 Penalty: 5493.611816
	Iteration 40F: 3 clusters Score -8042682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -8042681.500000 Penalty: 5493.611816
	Iteration 41Q: 3 clusters Score -8042682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -8042678.500000 Penalty: 5493.611816
	Iteration 42Q: 3 clusters Score -8042678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -8042718.500000 Penalty: 5493.611816
	Iteration 43Q: 3 clusters Score -8042718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -8042724.000000 Penalty: 5493.611816
	Iteration 44Q: 3 clusters Score -8042724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -8042731.000000 Penalty: 5493.611816
	Iteration 45Q: 3 clusters Score -8042731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -8042732.500000 Penalty: 5493.611816
	Iteration 46Q: 3 clusters Score -8042732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 61927 members 
Entering Unmasked Estep 
Score: -8042732.500000 Penalty: 5493.611816
	Iteration 47Q: 3 clusters Score -8042732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 61957 members 
Entering Unmasked Estep 
Score: -8042755.500000 Penalty: 5493.611816
	Iteration 48Q: 3 clusters Score -8042756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -8042762.500000 Penalty: 5493.611816
	Iteration 49Q: 3 clusters Score -8042762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -8042764.500000 Penalty: 5493.611816
	Iteration 50Q: 3 clusters Score -8042764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -8042775.000000 Penalty: 5493.611816
	Iteration 51Q: 3 clusters Score -8042775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -8042766.000000 Penalty: 5493.611816
	Iteration 52Q: 3 clusters Score -8042766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8042765.500000 Penalty: 5493.611816
	Iteration 53Q: 3 clusters Score -8042766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -8042768.500000 Penalty: 5493.611816
	Iteration 54Q: 3 clusters Score -8042768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -8042778.000000 Penalty: 5493.611816
	Iteration 55Q: 3 clusters Score -8042778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -8042775.000000 Penalty: 5493.611816
	Iteration 56Q: 3 clusters Score -8042775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -8042773.000000 Penalty: 5493.611816
	Iteration 57Q: 3 clusters Score -8042773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -8042769.000000 Penalty: 5493.611816
	Iteration 58Q: 3 clusters Score -8042769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -8042773.000000 Penalty: 5493.611816
	Iteration 59Q: 3 clusters Score -8042773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -8042777.500000 Penalty: 5493.611816
	Iteration 60F: 3 clusters Score -8042778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (58790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Entering Unmasked Estep 
Score: -7199791.000000 Penalty: 2723.468262
	Iteration 0F: 2 clusters Score -7199791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -7160056.500000 Penalty: 5446.936523
	Iteration 0F: 3 clusters Score -7160056 nChanged 27416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -7175496.000000 Penalty: 5446.936523
	Iteration 1F: 3 clusters Score -7175496 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7176044.500000 Penalty: 5446.936523
	Iteration 2Q: 3 clusters Score -7176044 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -7176679.000000 Penalty: 5446.936523
	Iteration 3Q: 3 clusters Score -7176679 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -7177578.500000 Penalty: 5446.936523
	Iteration 4Q: 3 clusters Score -7177578 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7178993.000000 Penalty: 5446.936523
	Iteration 5Q: 3 clusters Score -7178993 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -7181382.000000 Penalty: 5446.936523
	Iteration 6F: 3 clusters Score -7181382 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -7184755.000000 Penalty: 5446.936523
	Iteration 7F: 3 clusters Score -7184755 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -7188511.000000 Penalty: 5446.936523
	Iteration 8F: 3 clusters Score -7188511 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -7191544.500000 Penalty: 5446.936523
	Iteration 9F: 3 clusters Score -7191544 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -7193793.500000 Penalty: 5446.936523
	Iteration 10Q: 3 clusters Score -7193794 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -7195224.000000 Penalty: 5446.936523
	Iteration 11Q: 3 clusters Score -7195224 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -7196110.000000 Penalty: 5446.936523
	Iteration 12Q: 3 clusters Score -7196110 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7196625.500000 Penalty: 5446.936523
	Iteration 13Q: 3 clusters Score -7196626 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -7196974.000000 Penalty: 5446.936523
	Iteration 14Q: 3 clusters Score -7196974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -7197138.000000 Penalty: 5446.936523
	Iteration 15Q: 3 clusters Score -7197138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -7197235.500000 Penalty: 5446.936523
	Iteration 16Q: 3 clusters Score -7197236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -7197315.000000 Penalty: 5446.936523
	Iteration 17Q: 3 clusters Score -7197315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -7197360.000000 Penalty: 5446.936523
	Iteration 18Q: 3 clusters Score -7197360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -7197394.000000 Penalty: 5446.936523
	Iteration 19Q: 3 clusters Score -7197394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -7197408.000000 Penalty: 5446.936523
	Iteration 20F: 3 clusters Score -7197408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -7197426.500000 Penalty: 5446.936523
	Iteration 21Q: 3 clusters Score -7197426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -7197443.500000 Penalty: 5446.936523
	Iteration 22Q: 3 clusters Score -7197444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -7197444.500000 Penalty: 5446.936523
	Iteration 23Q: 3 clusters Score -7197444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -7197454.500000 Penalty: 5446.936523
	Iteration 24Q: 3 clusters Score -7197454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -7197470.500000 Penalty: 5446.936523
	Iteration 25Q: 3 clusters Score -7197470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -7197477.000000 Penalty: 5446.936523
	Iteration 26Q: 3 clusters Score -7197477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -7197483.500000 Penalty: 5446.936523
	Iteration 27Q: 3 clusters Score -7197484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -7197477.000000 Penalty: 5446.936523
	Iteration 28Q: 3 clusters Score -7197477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7197479.500000 Penalty: 5446.936523
	Iteration 29Q: 3 clusters Score -7197480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7197480.000000 Penalty: 5446.936523
	Iteration 30Q: 3 clusters Score -7197480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -7197482.000000 Penalty: 5446.936523
	Iteration 31Q: 3 clusters Score -7197482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 58358 members 
Entering Unmasked Estep 
Score: -7197482.000000 Penalty: 5446.936523
	Iteration 32F: 3 clusters Score -7197482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Entering Unmasked Estep 
Score: -1319734.875000 Penalty: 2304.670410
	Iteration 0F: 2 clusters Score -1319735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1311586.500000 Penalty: 4609.340820
	Iteration 0F: 3 clusters Score -1311586 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1314335.375000 Penalty: 4609.340820
	Iteration 1F: 3 clusters Score -1314335 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1315124.375000 Penalty: 4609.340820
	Iteration 2F: 3 clusters Score -1315124 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1315866.875000 Penalty: 4609.340820
	Iteration 3F: 3 clusters Score -1315867 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1316444.750000 Penalty: 4609.340820
	Iteration 4F: 3 clusters Score -1316445 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1316893.875000 Penalty: 4609.340820
	Iteration 5F: 3 clusters Score -1316894 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1317270.000000 Penalty: 4609.340820
	Iteration 6Q: 3 clusters Score -1317270 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1317550.875000 Penalty: 4609.340820
	Iteration 7Q: 3 clusters Score -1317551 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1317783.750000 Penalty: 4609.340820
	Iteration 8Q: 3 clusters Score -1317784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1317980.750000 Penalty: 4609.340820
	Iteration 9Q: 3 clusters Score -1317981 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1318132.500000 Penalty: 4609.340820
	Iteration 10Q: 3 clusters Score -1318132 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1318221.625000 Penalty: 4609.340820
	Iteration 11Q: 3 clusters Score -1318222 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1318279.875000 Penalty: 4609.340820
	Iteration 12Q: 3 clusters Score -1318280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1318321.750000 Penalty: 4609.340820
	Iteration 13Q: 3 clusters Score -1318322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1318353.875000 Penalty: 4609.340820
	Iteration 14Q: 3 clusters Score -1318354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1318375.000000 Penalty: 4609.340820
	Iteration 15Q: 3 clusters Score -1318375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1318387.625000 Penalty: 4609.340820
	Iteration 16Q: 3 clusters Score -1318388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1318391.250000 Penalty: 4609.340820
	Iteration 17Q: 3 clusters Score -1318391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1318391.625000 Penalty: 4609.340820
	Iteration 18Q: 3 clusters Score -1318392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1318392.375000 Penalty: 4609.340820
	Iteration 19Q: 3 clusters Score -1318392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1318394.750000 Penalty: 4609.340820
	Iteration 20F: 3 clusters Score -1318395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1318399.250000 Penalty: 4609.340820
	Iteration 21Q: 3 clusters Score -1318399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1318402.625000 Penalty: 4609.340820
	Iteration 22Q: 3 clusters Score -1318403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1318407.125000 Penalty: 4609.340820
	Iteration 23Q: 3 clusters Score -1318407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1318408.500000 Penalty: 4609.340820
	Iteration 24Q: 3 clusters Score -1318408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1318409.625000 Penalty: 4609.340820
	Iteration 25Q: 3 clusters Score -1318410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1318409.000000 Penalty: 4609.340820
	Iteration 26Q: 3 clusters Score -1318409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1318409.000000 Penalty: 4609.340820
	Iteration 27F: 3 clusters Score -1318409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Entering Unmasked Estep 
Score: -918737.125000 Penalty: 2231.322998
	Iteration 0F: 2 clusters Score -918737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -912238.312500 Penalty: 4462.645996
	Iteration 0F: 3 clusters Score -912238.3 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -914099.250000 Penalty: 4462.645996
	Iteration 1F: 3 clusters Score -914099.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -914374.500000 Penalty: 4462.645996
	Iteration 2F: 3 clusters Score -914374.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -914611.187500 Penalty: 4462.645996
	Iteration 3Q: 3 clusters Score -914611.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -914824.250000 Penalty: 4462.645996
	Iteration 4Q: 3 clusters Score -914824.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -915026.750000 Penalty: 4462.645996
	Iteration 5Q: 3 clusters Score -915026.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -915191.250000 Penalty: 4462.645996
	Iteration 6Q: 3 clusters Score -915191.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -915351.812500 Penalty: 4462.645996
	Iteration 7Q: 3 clusters Score -915351.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -915489.875000 Penalty: 4462.645996
	Iteration 8Q: 3 clusters Score -915489.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -915604.375000 Penalty: 4462.645996
	Iteration 9Q: 3 clusters Score -915604.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -915706.500000 Penalty: 4462.645996
	Iteration 10Q: 3 clusters Score -915706.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -915800.625000 Penalty: 4462.645996
	Iteration 11Q: 3 clusters Score -915800.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -915898.125000 Penalty: 4462.645996
	Iteration 12Q: 3 clusters Score -915898.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -915993.875000 Penalty: 4462.645996
	Iteration 13Q: 3 clusters Score -915993.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -916105.750000 Penalty: 4462.645996
	Iteration 14Q: 3 clusters Score -916105.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -916241.500000 Penalty: 4462.645996
	Iteration 15Q: 3 clusters Score -916241.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -916371.437500 Penalty: 4462.645996
	Iteration 16Q: 3 clusters Score -916371.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -916515.187500 Penalty: 4462.645996
	Iteration 17Q: 3 clusters Score -916515.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -916644.750000 Penalty: 4462.645996
	Iteration 18Q: 3 clusters Score -916644.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -916728.687500 Penalty: 4462.645996
	Iteration 19Q: 3 clusters Score -916728.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -916793.562500 Penalty: 4462.645996
	Iteration 20F: 3 clusters Score -916793.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -916843.125000 Penalty: 4462.645996
	Iteration 21Q: 3 clusters Score -916843.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -916896.125000 Penalty: 4462.645996
	Iteration 22Q: 3 clusters Score -916896.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -916936.875000 Penalty: 4462.645996
	Iteration 23Q: 3 clusters Score -916936.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -916990.625000 Penalty: 4462.645996
	Iteration 24Q: 3 clusters Score -916990.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -917041.937500 Penalty: 4462.645996
	Iteration 25Q: 3 clusters Score -917041.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -917093.437500 Penalty: 4462.645996
	Iteration 26Q: 3 clusters Score -917093.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -917151.937500 Penalty: 4462.645996
	Iteration 27Q: 3 clusters Score -917151.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -917219.937500 Penalty: 4462.645996
	Iteration 28Q: 3 clusters Score -917219.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -917306.750000 Penalty: 4462.645996
	Iteration 29Q: 3 clusters Score -917306.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -917404.625000 Penalty: 4462.645996
	Iteration 30Q: 3 clusters Score -917404.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -917508.312500 Penalty: 4462.645996
	Iteration 31Q: 3 clusters Score -917508.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -917598.437500 Penalty: 4462.645996
	Iteration 32Q: 3 clusters Score -917598.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -917666.937500 Penalty: 4462.645996
	Iteration 33Q: 3 clusters Score -917666.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -917720.875000 Penalty: 4462.645996
	Iteration 34Q: 3 clusters Score -917720.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -917754.750000 Penalty: 4462.645996
	Iteration 35Q: 3 clusters Score -917754.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -917774.437500 Penalty: 4462.645996
	Iteration 36Q: 3 clusters Score -917774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -917780.500000 Penalty: 4462.645996
	Iteration 37Q: 3 clusters Score -917780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -917788.375000 Penalty: 4462.645996
	Iteration 38Q: 3 clusters Score -917788.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -917794.312500 Penalty: 4462.645996
	Iteration 39Q: 3 clusters Score -917794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -917796.437500 Penalty: 4462.645996
	Iteration 40F: 3 clusters Score -917796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -917798.187500 Penalty: 4462.645996
	Iteration 41Q: 3 clusters Score -917798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -917800.562500 Penalty: 4462.645996
	Iteration 42Q: 3 clusters Score -917800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -917802.500000 Penalty: 4462.645996
	Iteration 43Q: 3 clusters Score -917802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -917800.500000 Penalty: 4462.645996
	Iteration 44Q: 3 clusters Score -917800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -917801.562500 Penalty: 4462.645996
	Iteration 45Q: 3 clusters Score -917801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -917801.562500 Penalty: 4462.645996
	Iteration 46F: 3 clusters Score -917801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -84594.882812 Penalty: 1642.438599
	Iteration 0F: 2 clusters Score -84594.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82836.882812 Penalty: 3284.877197
	Iteration 0F: 3 clusters Score -82836.88 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83056.789062 Penalty: 3284.877197
	Iteration 1F: 3 clusters Score -83056.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83139.835938 Penalty: 3284.877197
	Iteration 2F: 3 clusters Score -83139.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83177.414062 Penalty: 3284.877197
	Iteration 3Q: 3 clusters Score -83177.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83218.046875 Penalty: 3284.877197
	Iteration 4Q: 3 clusters Score -83218.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83256.242188 Penalty: 3284.877197
	Iteration 5Q: 3 clusters Score -83256.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83305.398438 Penalty: 3284.877197
	Iteration 6Q: 3 clusters Score -83305.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83339.781250 Penalty: 3284.877197
	Iteration 7Q: 3 clusters Score -83339.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83386.445312 Penalty: 3284.877197
	Iteration 8Q: 3 clusters Score -83386.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83430.804688 Penalty: 3284.877197
	Iteration 9Q: 3 clusters Score -83430.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83470.265625 Penalty: 3284.877197
	Iteration 10Q: 3 clusters Score -83470.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83503.046875 Penalty: 3284.877197
	Iteration 11Q: 3 clusters Score -83503.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83539.070312 Penalty: 3284.877197
	Iteration 12Q: 3 clusters Score -83539.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83558.507812 Penalty: 3284.877197
	Iteration 13Q: 3 clusters Score -83558.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83566.179688 Penalty: 3284.877197
	Iteration 14Q: 3 clusters Score -83566.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83577.109375 Penalty: 3284.877197
	Iteration 15Q: 3 clusters Score -83577.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83591.367188 Penalty: 3284.877197
	Iteration 16Q: 3 clusters Score -83591.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83607.148438 Penalty: 3284.877197
	Iteration 17Q: 3 clusters Score -83607.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83612.164062 Penalty: 3284.877197
	Iteration 18Q: 3 clusters Score -83612.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83627.437500 Penalty: 3284.877197
	Iteration 19Q: 3 clusters Score -83627.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83633.781250 Penalty: 3284.877197
	Iteration 20F: 3 clusters Score -83633.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Entering Unmasked Estep 
Score: -3770403.500000 Penalty: 2565.151855
	Iteration 0F: 2 clusters Score -3770404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3748994.500000 Penalty: 5130.303711
	Iteration 0F: 3 clusters Score -3748994 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3756862.250000 Penalty: 5130.303711
	Iteration 1F: 3 clusters Score -3756862 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3757430.750000 Penalty: 5130.303711
	Iteration 2F: 3 clusters Score -3757431 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3757996.250000 Penalty: 5130.303711
	Iteration 3Q: 3 clusters Score -3757996 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3758607.250000 Penalty: 5130.303711
	Iteration 4Q: 3 clusters Score -3758607 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3759240.250000 Penalty: 5130.303711
	Iteration 5Q: 3 clusters Score -3759240 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3760004.250000 Penalty: 5130.303711
	Iteration 6F: 3 clusters Score -3760004 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3760855.500000 Penalty: 5130.303711
	Iteration 7F: 3 clusters Score -3760856 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3761839.500000 Penalty: 5130.303711
	Iteration 8F: 3 clusters Score -3761840 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3763069.000000 Penalty: 5130.303711
	Iteration 9F: 3 clusters Score -3763069 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3764503.500000 Penalty: 5130.303711
	Iteration 10F: 3 clusters Score -3764504 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3765703.000000 Penalty: 5130.303711
	Iteration 11Q: 3 clusters Score -3765703 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3766383.750000 Penalty: 5130.303711
	Iteration 12Q: 3 clusters Score -3766384 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3766692.500000 Penalty: 5130.303711
	Iteration 13Q: 3 clusters Score -3766692 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3766877.250000 Penalty: 5130.303711
	Iteration 14Q: 3 clusters Score -3766877 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3767059.000000 Penalty: 5130.303711
	Iteration 15Q: 3 clusters Score -3767059 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3767165.000000 Penalty: 5130.303711
	Iteration 16Q: 3 clusters Score -3767165 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3767253.500000 Penalty: 5130.303711
	Iteration 17Q: 3 clusters Score -3767254 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3767325.750000 Penalty: 5130.303711
	Iteration 18Q: 3 clusters Score -3767326 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3767414.500000 Penalty: 5130.303711
	Iteration 19Q: 3 clusters Score -3767414 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3767477.000000 Penalty: 5130.303711
	Iteration 20F: 3 clusters Score -3767477 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3767534.250000 Penalty: 5130.303711
	Iteration 21Q: 3 clusters Score -3767534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3767610.000000 Penalty: 5130.303711
	Iteration 22Q: 3 clusters Score -3767610 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3767691.250000 Penalty: 5130.303711
	Iteration 23Q: 3 clusters Score -3767691 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3767770.750000 Penalty: 5130.303711
	Iteration 24Q: 3 clusters Score -3767771 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3767866.000000 Penalty: 5130.303711
	Iteration 25Q: 3 clusters Score -3767866 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3767958.000000 Penalty: 5130.303711
	Iteration 26Q: 3 clusters Score -3767958 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3768070.500000 Penalty: 5130.303711
	Iteration 27Q: 3 clusters Score -3768070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3768156.500000 Penalty: 5130.303711
	Iteration 28Q: 3 clusters Score -3768156 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3768231.250000 Penalty: 5130.303711
	Iteration 29Q: 3 clusters Score -3768231 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3768307.000000 Penalty: 5130.303711
	Iteration 30Q: 3 clusters Score -3768307 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3768376.750000 Penalty: 5130.303711
	Iteration 31Q: 3 clusters Score -3768377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3768431.750000 Penalty: 5130.303711
	Iteration 32Q: 3 clusters Score -3768432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3768462.500000 Penalty: 5130.303711
	Iteration 33Q: 3 clusters Score -3768462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3768497.250000 Penalty: 5130.303711
	Iteration 34Q: 3 clusters Score -3768497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3768516.250000 Penalty: 5130.303711
	Iteration 35Q: 3 clusters Score -3768516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3768530.000000 Penalty: 5130.303711
	Iteration 36Q: 3 clusters Score -3768530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3768537.750000 Penalty: 5130.303711
	Iteration 37Q: 3 clusters Score -3768538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3768546.500000 Penalty: 5130.303711
	Iteration 38Q: 3 clusters Score -3768546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3768545.750000 Penalty: 5130.303711
	Iteration 39Q: 3 clusters Score -3768546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3768548.250000 Penalty: 5130.303711
	Iteration 40F: 3 clusters Score -3768548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3768550.250000 Penalty: 5130.303711
	Iteration 41Q: 3 clusters Score -3768550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3768550.500000 Penalty: 5130.303711
	Iteration 42Q: 3 clusters Score -3768550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3768556.750000 Penalty: 5130.303711
	Iteration 43Q: 3 clusters Score -3768557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3768562.500000 Penalty: 5130.303711
	Iteration 44Q: 3 clusters Score -3768562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3768564.250000 Penalty: 5130.303711
	Iteration 45Q: 3 clusters Score -3768564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3768570.000000 Penalty: 5130.303711
	Iteration 46Q: 3 clusters Score -3768570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3768568.250000 Penalty: 5130.303711
	Iteration 47Q: 3 clusters Score -3768568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3768566.500000 Penalty: 5130.303711
	Iteration 48Q: 3 clusters Score -3768566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3768565.500000 Penalty: 5130.303711
	Iteration 49Q: 3 clusters Score -3768566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3768564.500000 Penalty: 5130.303711
	Iteration 50Q: 3 clusters Score -3768564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3768564.500000 Penalty: 5130.303711
	Iteration 51Q: 3 clusters Score -3768564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3768563.500000 Penalty: 5130.303711
	Iteration 52Q: 3 clusters Score -3768564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3768568.000000 Penalty: 5130.303711
	Iteration 53Q: 3 clusters Score -3768568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3768568.250000 Penalty: 5130.303711
	Iteration 54Q: 3 clusters Score -3768568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3768577.250000 Penalty: 5130.303711
	Iteration 55Q: 3 clusters Score -3768577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3768575.750000 Penalty: 5130.303711
	Iteration 56Q: 3 clusters Score -3768576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3768579.500000 Penalty: 5130.303711
	Iteration 57Q: 3 clusters Score -3768580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3768581.000000 Penalty: 5130.303711
	Iteration 58Q: 3 clusters Score -3768581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3768576.750000 Penalty: 5130.303711
	Iteration 59Q: 3 clusters Score -3768577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3768575.000000 Penalty: 5130.303711
	Iteration 60F: 3 clusters Score -3768575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3768576.500000 Penalty: 5130.303711
	Iteration 61Q: 3 clusters Score -3768576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3768576.000000 Penalty: 5130.303711
	Iteration 62Q: 3 clusters Score -3768576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3768576.000000 Penalty: 5130.303711
	Iteration 63F: 3 clusters Score -3768576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (174645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174645 members 
Entering Unmasked Estep 
Score: -21460924.000000 Penalty: 2993.486816
	Iteration 0F: 2 clusters Score -2.146092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -21345122.000000 Penalty: 5986.973633
	Iteration 0F: 3 clusters Score -2.134512e+07 nChanged 83740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -21393016.000000 Penalty: 5986.973633
	Iteration 1F: 3 clusters Score -2.139302e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 88666 members 
Entering Unmasked Estep 
Score: -21393746.000000 Penalty: 5986.973633
	Iteration 2Q: 3 clusters Score -2.139375e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 89528 members 
Entering Unmasked Estep 
Score: -21394528.000000 Penalty: 5986.973633
	Iteration 3Q: 3 clusters Score -2.139453e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -21395242.000000 Penalty: 5986.973633
	Iteration 4Q: 3 clusters Score -2.139524e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -21396146.000000 Penalty: 5986.973633
	Iteration 5Q: 3 clusters Score -2.139615e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -21397482.000000 Penalty: 5986.973633
	Iteration 6Q: 3 clusters Score -2.139748e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -21399852.000000 Penalty: 5986.973633
	Iteration 7Q: 3 clusters Score -2.139985e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -21403978.000000 Penalty: 5986.973633
	Iteration 8Q: 3 clusters Score -2.140398e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 121844 members 
Entering Unmasked Estep 
Score: -21411644.000000 Penalty: 5986.973633
	Iteration 9F: 3 clusters Score -2.141164e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 136474 members 
Entering Unmasked Estep 
Score: -21423390.000000 Penalty: 5986.973633
	Iteration 10F: 3 clusters Score -2.142339e+07 nChanged 15268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 151742 members 
Entering Unmasked Estep 
Score: -21437416.000000 Penalty: 5986.973633
	Iteration 11F: 3 clusters Score -2.143742e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 163900 members 
Entering Unmasked Estep 
Score: -21448804.000000 Penalty: 5986.973633
	Iteration 12F: 3 clusters Score -2.14488e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -21454940.000000 Penalty: 5986.973633
	Iteration 13Q: 3 clusters Score -2.145494e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -21457206.000000 Penalty: 5986.973633
	Iteration 14Q: 3 clusters Score -2.145721e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 174158 members 
Entering Unmasked Estep 
Score: -21457864.000000 Penalty: 5986.973633
	Iteration 15Q: 3 clusters Score -2.145786e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
Score: -21458130.000000 Penalty: 5986.973633
	Iteration 16Q: 3 clusters Score -2.145813e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 174394 members 
Entering Unmasked Estep 
Score: -21458184.000000 Penalty: 5986.973633
	Iteration 17Q: 3 clusters Score -2.145818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 174407 members 
Entering Unmasked Estep 
Score: -21458240.000000 Penalty: 5986.973633
	Iteration 18Q: 3 clusters Score -2.145824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174410 members 
Entering Unmasked Estep 
Score: -21458258.000000 Penalty: 5986.973633
	Iteration 19Q: 3 clusters Score -2.145826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -21458272.000000 Penalty: 5986.973633
	Iteration 20F: 3 clusters Score -2.145827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -21458278.000000 Penalty: 5986.973633
	Iteration 21Q: 3 clusters Score -2.145828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 174414 members 
Entering Unmasked Estep 
Score: -21458278.000000 Penalty: 5986.973633
	Iteration 22Q: 3 clusters Score -2.145828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 174416 members 
Entering Unmasked Estep 
Score: -21458280.000000 Penalty: 5986.973633
	Iteration 23Q: 3 clusters Score -2.145828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -21458284.000000 Penalty: 5986.973633
	Iteration 24Q: 3 clusters Score -2.145828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -21458274.000000 Penalty: 5986.973633
	Iteration 25Q: 3 clusters Score -2.145827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -21458272.000000 Penalty: 5986.973633
	Iteration 26Q: 3 clusters Score -2.145827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -21458272.000000 Penalty: 5986.973633
	Iteration 27F: 3 clusters Score -2.145827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -711115.687500 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -711115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -706065.062500 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -706065.1 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -707283.812500 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -707283.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -707472.437500 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -707472.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -707576.875000 Penalty: 4300.532715
	Iteration 3Q: 3 clusters Score -707576.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -707660.437500 Penalty: 4300.532715
	Iteration 4Q: 3 clusters Score -707660.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -707723.500000 Penalty: 4300.532715
	Iteration 5Q: 3 clusters Score -707723.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -707760.750000 Penalty: 4300.532715
	Iteration 6Q: 3 clusters Score -707760.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -707790.250000 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -707790.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -707813.875000 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -707813.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -707834.000000 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -707834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -707852.937500 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -707852.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -707870.312500 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -707870.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -707886.125000 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -707886.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -707892.812500 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -707892.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -707902.312500 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -707902.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -707908.875000 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -707908.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -707918.437500 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -707918.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -707925.312500 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -707925.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -707943.312500 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -707943.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -707964.500000 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -707964.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -707991.625000 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -707991.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -708017.937500 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -708017.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -708043.000000 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -708043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -708068.687500 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -708068.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -708095.312500 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -708095.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -708122.562500 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -708122.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -708154.437500 Penalty: 4300.532715
	Iteration 26Q: 3 clusters Score -708154.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -708192.437500 Penalty: 4300.532715
	Iteration 27Q: 3 clusters Score -708192.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -708222.625000 Penalty: 4300.532715
	Iteration 28Q: 3 clusters Score -708222.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -708250.000000 Penalty: 4300.532715
	Iteration 29Q: 3 clusters Score -708250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -708276.562500 Penalty: 4300.532715
	Iteration 30Q: 3 clusters Score -708276.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -708300.375000 Penalty: 4300.532715
	Iteration 31Q: 3 clusters Score -708300.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -708320.250000 Penalty: 4300.532715
	Iteration 32Q: 3 clusters Score -708320.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -708339.062500 Penalty: 4300.532715
	Iteration 33Q: 3 clusters Score -708339.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -708354.062500 Penalty: 4300.532715
	Iteration 34Q: 3 clusters Score -708354.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -708364.562500 Penalty: 4300.532715
	Iteration 35Q: 3 clusters Score -708364.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -708382.687500 Penalty: 4300.532715
	Iteration 36Q: 3 clusters Score -708382.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -708392.562500 Penalty: 4300.532715
	Iteration 37Q: 3 clusters Score -708392.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -708402.937500 Penalty: 4300.532715
	Iteration 38Q: 3 clusters Score -708402.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -708415.687500 Penalty: 4300.532715
	Iteration 39Q: 3 clusters Score -708415.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -708427.125000 Penalty: 4300.532715
	Iteration 40F: 3 clusters Score -708427.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -708436.812500 Penalty: 4300.532715
	Iteration 41Q: 3 clusters Score -708436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -708447.875000 Penalty: 4300.532715
	Iteration 42Q: 3 clusters Score -708447.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -708460.125000 Penalty: 4300.532715
	Iteration 43Q: 3 clusters Score -708460.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -708475.812500 Penalty: 4300.532715
	Iteration 44Q: 3 clusters Score -708475.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -708490.750000 Penalty: 4300.532715
	Iteration 45Q: 3 clusters Score -708490.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -708507.062500 Penalty: 4300.532715
	Iteration 46Q: 3 clusters Score -708507.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -708522.250000 Penalty: 4300.532715
	Iteration 47Q: 3 clusters Score -708522.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -708536.687500 Penalty: 4300.532715
	Iteration 48Q: 3 clusters Score -708536.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -708546.812500 Penalty: 4300.532715
	Iteration 49Q: 3 clusters Score -708546.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -708555.375000 Penalty: 4300.532715
	Iteration 50Q: 3 clusters Score -708555.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -708566.937500 Penalty: 4300.532715
	Iteration 51Q: 3 clusters Score -708566.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -708575.375000 Penalty: 4300.532715
	Iteration 52Q: 3 clusters Score -708575.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -708584.812500 Penalty: 4300.532715
	Iteration 53Q: 3 clusters Score -708584.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -708594.062500 Penalty: 4300.532715
	Iteration 54Q: 3 clusters Score -708594.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -708604.750000 Penalty: 4300.532715
	Iteration 55Q: 3 clusters Score -708604.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -708616.875000 Penalty: 4300.532715
	Iteration 56Q: 3 clusters Score -708616.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -708625.812500 Penalty: 4300.532715
	Iteration 57Q: 3 clusters Score -708625.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -708636.437500 Penalty: 4300.532715
	Iteration 58Q: 3 clusters Score -708636.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -708645.187500 Penalty: 4300.532715
	Iteration 59Q: 3 clusters Score -708645.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -708655.250000 Penalty: 4300.532715
	Iteration 60F: 3 clusters Score -708655.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -708664.625000 Penalty: 4300.532715
	Iteration 61Q: 3 clusters Score -708664.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -708675.562500 Penalty: 4300.532715
	Iteration 62Q: 3 clusters Score -708675.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -708686.500000 Penalty: 4300.532715
	Iteration 63Q: 3 clusters Score -708686.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -708696.687500 Penalty: 4300.532715
	Iteration 64Q: 3 clusters Score -708696.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -708703.937500 Penalty: 4300.532715
	Iteration 65Q: 3 clusters Score -708703.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -708711.937500 Penalty: 4300.532715
	Iteration 66Q: 3 clusters Score -708711.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -708717.687500 Penalty: 4300.532715
	Iteration 67Q: 3 clusters Score -708717.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -708724.000000 Penalty: 4300.532715
	Iteration 68Q: 3 clusters Score -708724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -708731.562500 Penalty: 4300.532715
	Iteration 69Q: 3 clusters Score -708731.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -708737.750000 Penalty: 4300.532715
	Iteration 70Q: 3 clusters Score -708737.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -708745.125000 Penalty: 4300.532715
	Iteration 71Q: 3 clusters Score -708745.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -708753.375000 Penalty: 4300.532715
	Iteration 72Q: 3 clusters Score -708753.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -708755.562500 Penalty: 4300.532715
	Iteration 73Q: 3 clusters Score -708755.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -708759.875000 Penalty: 4300.532715
	Iteration 74Q: 3 clusters Score -708759.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -708766.625000 Penalty: 4300.532715
	Iteration 75Q: 3 clusters Score -708766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -708772.687500 Penalty: 4300.532715
	Iteration 76Q: 3 clusters Score -708772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -708775.250000 Penalty: 4300.532715
	Iteration 77Q: 3 clusters Score -708775.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -708779.312500 Penalty: 4300.532715
	Iteration 78Q: 3 clusters Score -708779.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -708786.562500 Penalty: 4300.532715
	Iteration 79Q: 3 clusters Score -708786.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -708790.937500 Penalty: 4300.532715
	Iteration 80F: 3 clusters Score -708790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -708793.250000 Penalty: 4300.532715
	Iteration 81Q: 3 clusters Score -708793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -708794.500000 Penalty: 4300.532715
	Iteration 82Q: 3 clusters Score -708794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -708795.062500 Penalty: 4300.532715
	Iteration 83Q: 3 clusters Score -708795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -708797.937500 Penalty: 4300.532715
	Iteration 84Q: 3 clusters Score -708797.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -708800.937500 Penalty: 4300.532715
	Iteration 85Q: 3 clusters Score -708800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -708800.562500 Penalty: 4300.532715
	Iteration 86Q: 3 clusters Score -708800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -708801.937500 Penalty: 4300.532715
	Iteration 87Q: 3 clusters Score -708801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -708806.000000 Penalty: 4300.532715
	Iteration 88Q: 3 clusters Score -708806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -708806.750000 Penalty: 4300.532715
	Iteration 89Q: 3 clusters Score -708806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -708807.625000 Penalty: 4300.532715
	Iteration 90Q: 3 clusters Score -708807.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -708808.562500 Penalty: 4300.532715
	Iteration 91Q: 3 clusters Score -708808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -708810.125000 Penalty: 4300.532715
	Iteration 92Q: 3 clusters Score -708810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -708811.375000 Penalty: 4300.532715
	Iteration 93Q: 3 clusters Score -708811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -708813.000000 Penalty: 4300.532715
	Iteration 94Q: 3 clusters Score -708813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -708813.812500 Penalty: 4300.532715
	Iteration 95Q: 3 clusters Score -708813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -708814.375000 Penalty: 4300.532715
	Iteration 96Q: 3 clusters Score -708814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -708817.500000 Penalty: 4300.532715
	Iteration 97Q: 3 clusters Score -708817.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -708819.250000 Penalty: 4300.532715
	Iteration 98Q: 3 clusters Score -708819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -708820.250000 Penalty: 4300.532715
	Iteration 99Q: 3 clusters Score -708820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -708820.750000 Penalty: 4300.532715
	Iteration 100F: 3 clusters Score -708820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -708820.250000 Penalty: 4300.532715
	Iteration 101Q: 3 clusters Score -708820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -708820.750000 Penalty: 4300.532715
	Iteration 102Q: 3 clusters Score -708820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -708821.000000 Penalty: 4300.532715
	Iteration 103Q: 3 clusters Score -708821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -708823.687500 Penalty: 4300.532715
	Iteration 104Q: 3 clusters Score -708823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -708825.125000 Penalty: 4300.532715
	Iteration 105Q: 3 clusters Score -708825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -708826.000000 Penalty: 4300.532715
	Iteration 106Q: 3 clusters Score -708826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -708827.500000 Penalty: 4300.532715
	Iteration 107Q: 3 clusters Score -708827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -708828.875000 Penalty: 4300.532715
	Iteration 108Q: 3 clusters Score -708828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -708829.750000 Penalty: 4300.532715
	Iteration 109Q: 3 clusters Score -708829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -708828.937500 Penalty: 4300.532715
	Iteration 110Q: 3 clusters Score -708828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -708831.312500 Penalty: 4300.532715
	Iteration 111Q: 3 clusters Score -708831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -708832.125000 Penalty: 4300.532715
	Iteration 112Q: 3 clusters Score -708832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -708832.312500 Penalty: 4300.532715
	Iteration 113Q: 3 clusters Score -708832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -708832.000000 Penalty: 4300.532715
	Iteration 114Q: 3 clusters Score -708832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -708832.062500 Penalty: 4300.532715
	Iteration 115Q: 3 clusters Score -708832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -708832.062500 Penalty: 4300.532715
	Iteration 116F: 3 clusters Score -708832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -61224.972656 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -61224.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59665.394531 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -59665.39 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59818.742188 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -59818.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59861.488281 Penalty: 3116.004150
	Iteration 2Q: 3 clusters Score -59861.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59875.289062 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -59875.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59885.269531 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -59885.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59894.359375 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -59894.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59897.265625 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -59897.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59897.265625 Penalty: 3116.004150
	Iteration 7F: 3 clusters Score -59897.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 66427 members 
Mstep: Class 3 contains 5664 members 
Mstep: Class 4 contains 58379 members 
Mstep: Class 5 contains 62091 members 
Mstep: Class 6 contains 23381 members 
Mstep: Class 7 contains 6526 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 170904 members 
Mstep: Class 13 contains 53321 members 
Mstep: Class 14 contains 39122 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 2058 members 
Mstep: Class 18 contains 154624 members 
Mstep: Class 19 contains 133290 members 
Mstep: Class 20 contains 176542 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40548 members 
Mstep: Class 23 contains 64591 members 
Mstep: Class 24 contains 58790 members 
Mstep: Class 25 contains 10862 members 
Mstep: Class 26 contains 8081 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 31050 members 
Mstep: Class 29 contains 174645 members 
Mstep: Class 30 contains 5828 members 
Mstep: Class 31 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194772368.000000 Penalty: 116973.156250
Iteration 479Q: 34 clusters Score -1.947724e+08 nChanged 25404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 66427 members 
Mstep: Class 3 contains 5657 members 
Mstep: Class 4 contains 58371 members 
Mstep: Class 5 contains 62096 members 
Mstep: Class 6 contains 23420 members 
Mstep: Class 7 contains 7043 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 171901 members 
Mstep: Class 13 contains 53285 members 
Mstep: Class 14 contains 39197 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 6798 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 154865 members 
Mstep: Class 19 contains 133435 members 
Mstep: Class 20 contains 179735 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 40560 members 
Mstep: Class 23 contains 64480 members 
Mstep: Class 24 contains 58899 members 
Mstep: Class 25 contains 10901 members 
Mstep: Class 26 contains 8031 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 31252 members 
Mstep: Class 29 contains 174633 members 
Mstep: Class 30 contains 5874 members 
Mstep: Class 31 contains 535 members 
Mstep: Class 32 contains 166876 members 
Mstep: Class 33 contains 74418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194777504.000000 Penalty: 116973.156250
Iteration 480F: 34 clusters Score -1.947775e+08 nChanged 23659
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 65653 members 
Mstep: Class 3 contains 5647 members 
Mstep: Class 4 contains 57502 members 
Mstep: Class 5 contains 62065 members 
Mstep: Class 6 contains 23214 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 954 members 
Mstep: Class 12 contains 172296 members 
Mstep: Class 13 contains 52532 members 
Mstep: Class 14 contains 38708 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 6776 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 154912 members 
Mstep: Class 19 contains 133911 members 
Mstep: Class 20 contains 181405 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 39958 members 
Mstep: Class 23 contains 63628 members 
Mstep: Class 24 contains 58959 members 
Mstep: Class 25 contains 10800 members 
Mstep: Class 26 contains 7901 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30914 members 
Mstep: Class 29 contains 174544 members 
Mstep: Class 30 contains 5920 members 
Mstep: Class 31 contains 534 members 
Mstep: Class 32 contains 167232 members 
Mstep: Class 33 contains 76434 members 
Entering Unmasked Estep 
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Iteration 481Q: 34 clusters Score -1.947809e+08 nChanged 17598
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 64940 members 
Mstep: Class 3 contains 5635 members 
Mstep: Class 4 contains 56627 members 
Mstep: Class 5 contains 62056 members 
Mstep: Class 6 contains 23041 members 
Mstep: Class 7 contains 7487 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2492 members 
Mstep: Class 11 contains 955 members 
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Mstep: Class 13 contains 51823 members 
Mstep: Class 14 contains 38254 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 6769 members 
Mstep: Class 17 contains 2055 members 
Mstep: Class 18 contains 155420 members 
Mstep: Class 19 contains 134989 members 
Mstep: Class 20 contains 183375 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 39433 members 
Mstep: Class 23 contains 62868 members 
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Mstep: Class 25 contains 10731 members 
Mstep: Class 26 contains 7807 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30571 members 
Mstep: Class 29 contains 174583 members 
Mstep: Class 30 contains 5963 members 
Mstep: Class 31 contains 535 members 
Mstep: Class 32 contains 167436 members 
Mstep: Class 33 contains 76886 members 
Entering Unmasked Estep 
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Iteration 482Q: 34 clusters Score -1.947831e+08 nChanged 15085
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 64288 members 
Mstep: Class 3 contains 5628 members 
Mstep: Class 4 contains 55805 members 
Mstep: Class 5 contains 62075 members 
Mstep: Class 6 contains 22902 members 
Mstep: Class 7 contains 7629 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2493 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 172656 members 
Mstep: Class 13 contains 51207 members 
Mstep: Class 14 contains 37838 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 6764 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 156293 members 
Mstep: Class 19 contains 136135 members 
Mstep: Class 20 contains 184947 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 38991 members 
Mstep: Class 23 contains 62170 members 
Mstep: Class 24 contains 58968 members 
Mstep: Class 25 contains 10680 members 
Mstep: Class 26 contains 7762 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 30225 members 
Mstep: Class 29 contains 174589 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 167729 members 
Mstep: Class 33 contains 76988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194784304.000000 Penalty: 116973.156250
Iteration 483Q: 34 clusters Score -1.947843e+08 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 63659 members 
Mstep: Class 3 contains 5624 members 
Mstep: Class 4 contains 55014 members 
Mstep: Class 5 contains 62074 members 
Mstep: Class 6 contains 22785 members 
Mstep: Class 7 contains 7752 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2494 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 172602 members 
Mstep: Class 13 contains 50608 members 
Mstep: Class 14 contains 37520 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 16 contains 6760 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 157369 members 
Mstep: Class 19 contains 137309 members 
Mstep: Class 20 contains 186373 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 38588 members 
Mstep: Class 23 contains 61535 members 
Mstep: Class 24 contains 58955 members 
Mstep: Class 25 contains 10611 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29922 members 
Mstep: Class 29 contains 174531 members 
Mstep: Class 30 contains 6034 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 168026 members 
Mstep: Class 33 contains 76919 members 
Entering Unmasked Estep 
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Iteration 484Q: 34 clusters Score -1.947855e+08 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 63077 members 
Mstep: Class 3 contains 5615 members 
Mstep: Class 4 contains 54256 members 
Mstep: Class 5 contains 62084 members 
Mstep: Class 6 contains 22665 members 
Mstep: Class 7 contains 7877 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 957 members 
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Mstep: Class 13 contains 50014 members 
Mstep: Class 14 contains 37238 members 
Mstep: Class 15 contains 2003 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 2050 members 
Mstep: Class 18 contains 158571 members 
Mstep: Class 19 contains 138406 members 
Mstep: Class 20 contains 187704 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 38187 members 
Mstep: Class 23 contains 60944 members 
Mstep: Class 24 contains 58938 members 
Mstep: Class 25 contains 10560 members 
Mstep: Class 26 contains 7699 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29621 members 
Mstep: Class 29 contains 174486 members 
Mstep: Class 30 contains 6085 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 168432 members 
Mstep: Class 33 contains 76880 members 
Entering Unmasked Estep 
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Iteration 485Q: 34 clusters Score -1.947864e+08 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 62557 members 
Mstep: Class 3 contains 5605 members 
Mstep: Class 4 contains 53647 members 
Mstep: Class 5 contains 62100 members 
Mstep: Class 6 contains 22566 members 
Mstep: Class 7 contains 7981 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2490 members 
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Mstep: Class 13 contains 49431 members 
Mstep: Class 14 contains 36959 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 6757 members 
Mstep: Class 17 contains 2050 members 
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Mstep: Class 19 contains 139373 members 
Mstep: Class 20 contains 188873 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 37813 members 
Mstep: Class 23 contains 60432 members 
Mstep: Class 24 contains 58900 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29318 members 
Mstep: Class 29 contains 174494 members 
Mstep: Class 30 contains 6152 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 168952 members 
Mstep: Class 33 contains 76857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194787120.000000 Penalty: 116973.156250
Iteration 486Q: 34 clusters Score -1.947871e+08 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 62084 members 
Mstep: Class 3 contains 5599 members 
Mstep: Class 4 contains 53050 members 
Mstep: Class 5 contains 62104 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 8087 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 171037 members 
Mstep: Class 13 contains 48879 members 
Mstep: Class 14 contains 36688 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 2049 members 
Mstep: Class 18 contains 160993 members 
Mstep: Class 19 contains 140317 members 
Mstep: Class 20 contains 189904 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 37491 members 
Mstep: Class 23 contains 59938 members 
Mstep: Class 24 contains 58852 members 
Mstep: Class 25 contains 10501 members 
Mstep: Class 26 contains 7610 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 29056 members 
Mstep: Class 29 contains 174459 members 
Mstep: Class 30 contains 6217 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 169452 members 
Mstep: Class 33 contains 76840 members 
Entering Unmasked Estep 
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Iteration 487Q: 34 clusters Score -1.947875e+08 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 61611 members 
Mstep: Class 3 contains 5591 members 
Mstep: Class 4 contains 52510 members 
Mstep: Class 5 contains 62096 members 
Mstep: Class 6 contains 22392 members 
Mstep: Class 7 contains 8196 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2490 members 
Mstep: Class 11 contains 958 members 
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Mstep: Class 13 contains 48377 members 
Mstep: Class 14 contains 36453 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 2047 members 
Mstep: Class 18 contains 162139 members 
Mstep: Class 19 contains 141309 members 
Mstep: Class 20 contains 190840 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 37196 members 
Mstep: Class 23 contains 59497 members 
Mstep: Class 24 contains 58802 members 
Mstep: Class 25 contains 10469 members 
Mstep: Class 26 contains 7569 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28825 members 
Mstep: Class 29 contains 174353 members 
Mstep: Class 30 contains 6274 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 169986 members 
Mstep: Class 33 contains 76780 members 
Entering Unmasked Estep 
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Score: -194788144.000000 Penalty: 116973.156250
Iteration 488Q: 34 clusters Score -1.947881e+08 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 61183 members 
Mstep: Class 3 contains 5585 members 
Mstep: Class 4 contains 51987 members 
Mstep: Class 5 contains 62094 members 
Mstep: Class 6 contains 22309 members 
Mstep: Class 7 contains 8308 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2486 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 169687 members 
Mstep: Class 13 contains 47957 members 
Mstep: Class 14 contains 36249 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 6740 members 
Mstep: Class 17 contains 2045 members 
Mstep: Class 18 contains 163139 members 
Mstep: Class 19 contains 142263 members 
Mstep: Class 20 contains 191738 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 59126 members 
Mstep: Class 24 contains 58766 members 
Mstep: Class 25 contains 10449 members 
Mstep: Class 26 contains 7542 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28582 members 
Mstep: Class 29 contains 174176 members 
Mstep: Class 30 contains 6328 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 170564 members 
Mstep: Class 33 contains 76710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194788320.000000 Penalty: 116973.156250
Iteration 489Q: 34 clusters Score -1.947883e+08 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 60784 members 
Mstep: Class 3 contains 5581 members 
Mstep: Class 4 contains 51483 members 
Mstep: Class 5 contains 62084 members 
Mstep: Class 6 contains 22277 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2484 members 
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Mstep: Class 13 contains 47538 members 
Mstep: Class 14 contains 36035 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 6733 members 
Mstep: Class 17 contains 2043 members 
Mstep: Class 18 contains 164009 members 
Mstep: Class 19 contains 143216 members 
Mstep: Class 20 contains 192658 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36753 members 
Mstep: Class 23 contains 58816 members 
Mstep: Class 24 contains 58740 members 
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Mstep: Class 26 contains 7526 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28400 members 
Mstep: Class 29 contains 173955 members 
Mstep: Class 30 contains 6387 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 171137 members 
Mstep: Class 33 contains 76672 members 
Entering Unmasked Estep 
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Iteration 490Q: 34 clusters Score -1.947897e+08 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 60449 members 
Mstep: Class 3 contains 5577 members 
Mstep: Class 4 contains 51005 members 
Mstep: Class 5 contains 62086 members 
Mstep: Class 6 contains 22242 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2481 members 
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Mstep: Class 15 contains 1880 members 
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Mstep: Class 17 contains 2040 members 
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Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36572 members 
Mstep: Class 23 contains 58557 members 
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Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 28238 members 
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Mstep: Class 30 contains 6440 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 171763 members 
Mstep: Class 33 contains 76632 members 
Entering Unmasked Estep 
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Iteration 491Q: 34 clusters Score -1.947896e+08 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 60124 members 
Mstep: Class 3 contains 5571 members 
Mstep: Class 4 contains 50534 members 
Mstep: Class 5 contains 62090 members 
Mstep: Class 6 contains 22203 members 
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Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
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Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 6731 members 
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Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36422 members 
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Mstep: Class 25 contains 10401 members 
Mstep: Class 26 contains 7497 members 
Mstep: Class 27 contains 752 members 
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Mstep: Class 30 contains 6492 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 172390 members 
Mstep: Class 33 contains 76655 members 
Entering Unmasked Estep 
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Iteration 492Q: 34 clusters Score -1.9479e+08 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 59791 members 
Mstep: Class 3 contains 5567 members 
Mstep: Class 4 contains 50067 members 
Mstep: Class 5 contains 62103 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 1130 members 
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Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 165928 members 
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Mstep: Class 20 contains 194842 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36304 members 
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Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27903 members 
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Mstep: Class 30 contains 6544 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 172983 members 
Mstep: Class 33 contains 76715 members 
Entering Unmasked Estep 
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Iteration 493Q: 34 clusters Score -1.947907e+08 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 59492 members 
Mstep: Class 3 contains 5559 members 
Mstep: Class 4 contains 49611 members 
Mstep: Class 5 contains 62125 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 8759 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 960 members 
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Mstep: Class 13 contains 46189 members 
Mstep: Class 14 contains 35413 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 166547 members 
Mstep: Class 19 contains 146791 members 
Mstep: Class 20 contains 195354 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36171 members 
Mstep: Class 23 contains 58023 members 
Mstep: Class 24 contains 58570 members 
Mstep: Class 25 contains 10373 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27729 members 
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Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 173548 members 
Mstep: Class 33 contains 76815 members 
Entering Unmasked Estep 
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Iteration 494Q: 34 clusters Score -1.947908e+08 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 59207 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 49171 members 
Mstep: Class 5 contains 62127 members 
Mstep: Class 6 contains 22101 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 165176 members 
Mstep: Class 13 contains 45916 members 
Mstep: Class 14 contains 35287 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 167201 members 
Mstep: Class 19 contains 147658 members 
Mstep: Class 20 contains 195783 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 36055 members 
Mstep: Class 23 contains 57890 members 
Mstep: Class 24 contains 58537 members 
Mstep: Class 25 contains 10348 members 
Mstep: Class 26 contains 7420 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27574 members 
Mstep: Class 29 contains 172265 members 
Mstep: Class 30 contains 6650 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 174087 members 
Mstep: Class 33 contains 76967 members 
Entering Unmasked Estep 
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Iteration 495Q: 34 clusters Score -1.94791e+08 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 58947 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 48783 members 
Mstep: Class 5 contains 62124 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 8945 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 961 members 
Mstep: Class 12 contains 164557 members 
Mstep: Class 13 contains 45665 members 
Mstep: Class 14 contains 35154 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 167798 members 
Mstep: Class 19 contains 148556 members 
Mstep: Class 20 contains 196108 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 35960 members 
Mstep: Class 23 contains 57740 members 
Mstep: Class 24 contains 58500 members 
Mstep: Class 25 contains 10325 members 
Mstep: Class 26 contains 7404 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27443 members 
Mstep: Class 29 contains 171745 members 
Mstep: Class 30 contains 6714 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 174613 members 
Mstep: Class 33 contains 77143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194791600.000000 Penalty: 116973.156250
Iteration 496Q: 34 clusters Score -1.947916e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58699 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 48424 members 
Mstep: Class 5 contains 62115 members 
Mstep: Class 6 contains 22014 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 163889 members 
Mstep: Class 13 contains 45448 members 
Mstep: Class 14 contains 35030 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 6733 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 168393 members 
Mstep: Class 19 contains 149435 members 
Mstep: Class 20 contains 196451 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 35880 members 
Mstep: Class 23 contains 57618 members 
Mstep: Class 24 contains 58461 members 
Mstep: Class 25 contains 10308 members 
Mstep: Class 26 contains 7378 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27305 members 
Mstep: Class 29 contains 171187 members 
Mstep: Class 30 contains 6787 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 175131 members 
Mstep: Class 33 contains 77337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194791792.000000 Penalty: 116973.156250
Iteration 497Q: 34 clusters Score -1.947918e+08 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58482 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 48096 members 
Mstep: Class 5 contains 62112 members 
Mstep: Class 6 contains 21974 members 
Mstep: Class 7 contains 9078 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2471 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 163328 members 
Mstep: Class 13 contains 45233 members 
Mstep: Class 14 contains 34934 members 
Mstep: Class 15 contains 1752 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 168880 members 
Mstep: Class 19 contains 150292 members 
Mstep: Class 20 contains 196766 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 35824 members 
Mstep: Class 23 contains 57520 members 
Mstep: Class 24 contains 58435 members 
Mstep: Class 25 contains 10297 members 
Mstep: Class 26 contains 7362 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27193 members 
Mstep: Class 29 contains 170570 members 
Mstep: Class 30 contains 6859 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 175557 members 
Mstep: Class 33 contains 77530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194791920.000000 Penalty: 116973.156250
Iteration 498Q: 34 clusters Score -1.947919e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 58300 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 47766 members 
Mstep: Class 5 contains 62109 members 
Mstep: Class 6 contains 21939 members 
Mstep: Class 7 contains 9145 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2468 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 162924 members 
Mstep: Class 13 contains 45055 members 
Mstep: Class 14 contains 34864 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 6738 members 
Mstep: Class 17 contains 2031 members 
Mstep: Class 18 contains 169193 members 
Mstep: Class 19 contains 151098 members 
Mstep: Class 20 contains 197103 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 35773 members 
Mstep: Class 23 contains 57449 members 
Mstep: Class 24 contains 58418 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 7352 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 27071 members 
Mstep: Class 29 contains 169962 members 
Mstep: Class 30 contains 6932 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 175913 members 
Mstep: Class 33 contains 77699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194790960.000000 Penalty: 116973.156250
Iteration 499Q: 34 clusters Score -1.94791e+08 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 58104 members 
Mstep: Class 3 contains 5556 members 
Mstep: Class 4 contains 47441 members 
Mstep: Class 5 contains 62085 members 
Mstep: Class 6 contains 21914 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 618 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 968 members 
Mstep: Class 12 contains 162597 members 
Mstep: Class 13 contains 44914 members 
Mstep: Class 14 contains 34793 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 2034 members 
Mstep: Class 18 contains 169482 members 
Mstep: Class 19 contains 151844 members 
Mstep: Class 20 contains 197456 members 
Mstep: Class 21 contains 1013 members 
Mstep: Class 22 contains 35730 members 
Mstep: Class 23 contains 57400 members 
Mstep: Class 24 contains 58414 members 
Mstep: Class 25 contains 10256 members 
Mstep: Class 26 contains 7334 members 
Mstep: Class 27 contains 752 members 
Mstep: Class 28 contains 26967 members 
Mstep: Class 29 contains 169397 members 
Mstep: Class 30 contains 7005 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 176119 members 
Mstep: Class 33 contains 77877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194790560.000000 Penalty: 116973.156250
Iteration 500F: 34 clusters Score -1.947906e+08 nChanged 5180
Maximum iterations exceeded
--- Evaluating fit on full set of 4835620 points ---
Entering Unmasked Estep 
Score: -600854016.000000 Penalty: 125964.195312
25->34 Clusters: Score -600854016.000000, best is -600902272.000000

Main iterations: 0 (time per=infms)
Total iterations: 99144 (time per=748.571680ms)
Iterations metric 2: 11667079430144.000000 (time per=6.361180ns)
Iterations metric 3: 350048592330752.000000 (time per=212.017395ps)

That took 74216.390625 seconds.
